diff --git a/.replit b/.replit
new file mode 100644
index 0000000..fa3d4b6
--- /dev/null
+++ b/.replit
@@ -0,0 +1,105 @@
+# The command that runs the program. If the interpreter field is set, it will have priority and this run command will do nothing
+run = "python3 main.py"
+
+# The primary language of the repl. There can be others, though!
+language = "python3"
+entrypoint = "main.py"
+# A list of globs that specify which files and directories should
+# be hidden in the workspace.
+hidden = ["venv", ".config", "**/__pycache__", "**/.mypy_cache", "**/*.pyc"]
+
+# Specifies which nix channel to use when building the environment.
+[nix]
+channel = "stable-21_11"
+
+# The command to start the interpreter.
+[interpreter]
+  [interpreter.command]
+  args = [
+    "stderred",
+    "--",
+    "prybar-python3",
+    "-q",
+    "--ps1",
+    "\u0001\u001b[33m\u0002\u0001\u001b[00m\u0002 ",
+    "-i",
+  ]
+  env = { LD_LIBRARY_PATH = "$PYTHON_LD_LIBRARY_PATH" }
+
+[env]
+VIRTUAL_ENV = "/home/runner/${REPL_SLUG}/venv"
+PATH = "${VIRTUAL_ENV}/bin"
+PYTHONPATH = "${VIRTUAL_ENV}/lib/python3.10/site-packages"
+REPLIT_POETRY_PYPI_REPOSITORY = "https://package-proxy.replit.com/pypi/"
+MPLBACKEND = "TkAgg"
+POETRY_CACHE_DIR = "${HOME}/${REPL_SLUG}/.cache/pypoetry"
+
+# Enable unit tests. This is only supported for a few languages.
+[unitTest]
+language = "python3"
+
+# Add a debugger!
+[debugger]
+support = true
+
+  # How to start the debugger.
+  [debugger.interactive]
+  transport = "localhost:0"
+  startCommand = ["dap-python", "main.py"]
+
+    # How to communicate with the debugger.
+    [debugger.interactive.integratedAdapter]
+    dapTcpAddress = "localhost:0"
+
+    # How to tell the debugger to start a debugging session.
+    [debugger.interactive.initializeMessage]
+    command = "initialize"
+    type = "request"
+
+      [debugger.interactive.initializeMessage.arguments]
+      adapterID = "debugpy"
+      clientID = "replit"
+      clientName = "replit.com"
+      columnsStartAt1 = true
+      linesStartAt1 = true
+      locale = "en-us"
+      pathFormat = "path"
+      supportsInvalidatedEvent = true
+      supportsProgressReporting = true
+      supportsRunInTerminalRequest = true
+      supportsVariablePaging = true
+      supportsVariableType = true
+
+    # How to tell the debugger to start the debuggee application.
+    [debugger.interactive.launchMessage]
+    command = "attach"
+    type = "request"
+
+      [debugger.interactive.launchMessage.arguments]
+      logging = {}
+
+# Configures the packager.
+[packager]
+language = "python3"
+ignoredPackages = ["unit_tests"]
+
+  [packager.features]
+  enabledForHosting = false
+  # Enable searching packages from the sidebar.
+  packageSearch = true
+  # Enable guessing what packages are needed from the code.
+  guessImports = true
+
+# These are the files that need to be preserved when this 
+# language template is used as the base language template
+# for Python repos imported from GitHub
+[gitHubImport]
+requiredFiles = [".replit", "replit.nix", ".config", "venv"]
+
+[languages]
+
+[languages.python3]
+pattern = "**/*.py"
+
+[languages.python3.languageServer]
+start = "pylsp"
diff --git a/BMI Calculator using Python.py b/BMI Calculator using Python.py
new file mode 100644
index 0000000..2cc1174
--- /dev/null
+++ b/BMI Calculator using Python.py	
@@ -0,0 +1,14 @@
+# Program to calculate BMI
+ 
+# Getting Inputs:
+height = int(input('Enter height: '))
+weight = int(input('Enter weight: '))
+
+# Function to calculate BMI
+def BMICalculator(height, weight):
+    bmi = weight/(height**2)
+    return bmi
+
+# Calling BMI function
+bmi = BMI(height, weight)
+print("The BMI is", format(bmi), "so ", end='')
diff --git a/BMI.py b/BMI.py
new file mode 100644
index 0000000..a450dda
--- /dev/null
+++ b/BMI.py
@@ -0,0 +1,64 @@
+def input_variables():
+  
+  print("Name:")
+  name = input("Enter the name of the person.")
+  
+  print("Age:")
+  age = int(input("Enter the age of the person."))
+
+  print("Sex:")
+  sex = input("Enter sex: M for male, F for female, O for non binary.")
+  while sex!= 'M' and sex!='F' and sex!='O':
+    print("Incorrect choice.")
+    sex = input("Enter sex: M for male, F for female, O for non binary.")
+  
+  print("Weight:")
+  unit_weight = input("Press 1 for kilograms, 2 for pounds.")
+  while unit_weight!= '1' and unit_weight!='2':
+    print("Incorrect choice.")
+    unit_weight = input("Press 1 for kilograms, 2 for pounds.")
+  if unit_weight == '1':
+    weight_in_kg = float(input("Enter the weight of the person in kilograms."))
+  else:
+    weight_in_kg = float(input("Enter the weight of the person in pounds."))*0.453592
+    
+  print("Height:")
+  unit_height = input("Press 1 for meters and centimeters, 2 for feet and inches")
+  while unit_weight!= '1' and unit_weight!='2':
+    print("Incorrect choice.")
+    unit_height = input("Press 1 for meters and centimeters, 2 for feet and inches")
+  if unit_height == '1':
+    height_in_m = float(input("Enter the height of the person in meters.")) + float(input("Enter the remaining height of the person in centimeters"))*0.01
+  else:
+    height_in_m = (float(input("Enter the height of the person in feet"))*12 + float(input("Enter the remaining height of the person in inches")))*0.0254
+
+  return name, age, sex, weight_in_kg, height_in_m
+
+def calculate_BMI(info):
+  wt = info[3]
+  ht = info[4]
+  BMI = wt/(ht**2)
+
+  return BMI
+
+def find_body_state(BMI):
+  if BMI<18.5:
+    body_state = 'underweight'
+  elif BMI<24.9:
+    body_state = 'normal'
+  elif BMI<29.9:
+    body_state = 'overweight'
+  else:
+    body_state = 'obese'
+
+  return body_state
+
+def output():
+  info = input_variables()
+  BMI = calculate_BMI(info)
+  body_state = find_body_state(BMI)
+
+  print("Name: {}\nAge: {}\nGender: {}\nWeight(in kg): {:.3f}\nHeight(in m): {:.2f}\nBody Mass Index: {:.2f}\nAcoording to your body mass index, you are {}.".format(info[0], info[1], info[2], info[3], info[4], BMI, body_state))
+
+output()
+  
\ No newline at end of file
diff --git a/DegreetoFahrenheit.py b/DegreetoFahrenheit.py
new file mode 100644
index 0000000..d80584d
--- /dev/null
+++ b/DegreetoFahrenheit.py
@@ -0,0 +1,3 @@
+celsius = float(input("Enter temperature in celsius: "))
+fahrenheit = (celsius * 9/5) + 32
+print('%.2f Celsius is: %0.2f Fahrenheit' %(celsius, fahrenheit))
\ No newline at end of file
diff --git a/SudokuSolver.py b/SudokuSolver.py
new file mode 100644
index 0000000..d1fc4d5
--- /dev/null
+++ b/SudokuSolver.py
@@ -0,0 +1,85 @@
+'''
+Taken help from: - https://www.youtube.com/watch?v=tvP_FZ-D9Ng&t=793s (Kylie Ying)
+Here i am tring to solve a sudoku with the help of programming
+
+0: - means that its a blank
+'''
+
+
+import numpy as np
+
+class Solve_sudoku:
+    #this perticular function will take argument as list and then convert it as numpy array
+    #did not return anything
+    def __init__(self, matrix: list) -> None:
+        self.Array = np.array(matrix)#converted the simple list to numpy array
+    
+    def blank(self):
+        array = self.Array
+        row_count = len(array)#this will get the numbe of rows
+
+        col_count = len(array[0])#this will get the number of columns
+
+        for i in range(row_count):
+            for k in range(col_count):#trancversing the elements of array
+                if array[i][k] == 0:
+                    return i, k #and return the the coordinates in the location
+        else:
+            return None, None #else return the none none
+
+    def is_valid(self, number: int, row: int, col: int) -> bool:
+        #our array
+        array = self.Array
+        #row
+        if number in array[row]:#if gussed number is present in the row
+            return False
+        
+        if number in array.transpose()[col]:#if the number in the column------------------>review once 
+            return False
+        
+        #now we have to check in 3 X 3 matrix
+        #step 1 is tho find the starting point of row and column
+        
+        row_start, col_start = (row // 3) * 3, (col // 3) * 3#this will help us in knowing in which set of rows are matrix is
+
+        for i in range(row_start, row_start + 3):
+            for k in range(col_start, col_start + 3):
+                if array[i][k] == number:
+                    return False
+        
+        return True#if all above conditions are false
+        
+
+    def solve(self):
+        array = self.Array #this is the array that we have to solve
+
+        #Task 1 to find blans in the problem
+
+        row, column = self.blank()#the coordinates of the blank in the matrix (row, column)
+
+        if row is None:
+            return True, array
+        
+        for guess in range(1, 10):
+                
+            if self.is_valid(guess ,row, column):#if the number is valid for the plave then just mutate it in the list
+                array[row][column] = guess
+
+                if self.solve()[0]:
+                    return True, array
+
+            array[row][column] = 0
+        return False, array  
+
+grid = Solve_sudoku([ 
+         [7, 2, 0, 5, 0, 0, 0, 0, 0], 
+         [5, 0, 0, 0, 4, 0, 6, 0, 0], 
+         [0, 8, 0, 1, 0, 0, 0, 0, 0], 
+         [0, 0, 0, 0, 0, 3, 0, 0, 9], 
+         [0, 4, 3, 0, 0, 0, 0, 0, 0], 
+         [0, 0, 0, 0, 0, 6, 0, 5, 0], 
+         [0, 0, 1, 6, 0, 0, 4, 0, 7], 
+         [0, 0, 0, 0, 0, 9, 0, 0, 0], 
+         [0, 9, 0, 0, 0, 0, 0, 2, 0]
+          ])#sudoku
+print(grid.solve()[1])
\ No newline at end of file
diff --git a/alphabetpyramid.py b/alphabetpyramid.py
new file mode 100644
index 0000000..3ff4dc4
--- /dev/null
+++ b/alphabetpyramid.py
@@ -0,0 +1,8 @@
+rows=int(input("Enter number of rows:"))
+ascii_value=65
+for i in range(rows):
+    for j in range(i+1):
+        alphabet=chr(ascii_value)
+        print(alphabet,end=" ")
+    ascii_value=ascii_value+1
+    print("\n")
diff --git a/code-for-body-mass-index.py b/code-for-body-mass-index.py
new file mode 100644
index 0000000..8383a64
--- /dev/null
+++ b/code-for-body-mass-index.py
@@ -0,0 +1,53 @@
+// Code by Rajkumar Dake
+// Code in Python of body mass index
+print('\t\t\t BMI Calculator')
+print('\t\t\t By Abdinasir Hussein')
+print('\n Hello, this is a BMI Calculator!')
+
+input('Do you wish to enter metric units or imperial units: ')
+
+while input == 'metric':
+    height = float(input('Please enter your height input meters(decimals): '))
+    weight = int(input('Please enter your weight input kg: '))
+    bmi = weight/(height*height)
+
+    if bmi <= 18.5:
+        print('Your BMI is', bmi,'which means you are underweight.')
+
+    elif bmi > 18.5 and bmi < 25:
+        print('Your BMI is', bmi,'which means you are normal.')
+
+    elif bmi > 25 and bmi < 30:
+        print('your BMI is', bmi,'overweight.')
+
+    elif bmi > 30:
+        print('Your BMI is', bmi,'which means you are obese.')
+
+    else:
+        print('There is an error with your input')
+        print('Please check you have entered whole numbers\n'
+              'and decimals were asked.')
+
+while input == 'imperial':
+    height = int(input('Please enter your height input inputches(whole number): '))
+    weight = int(input('Please enter your weight input pounds(whole number): '))
+    bmi = (weight*703)/(height*height)
+
+    if bmi <= 18.5:
+        print('Your BMI is', bmi,'which means you are underweight.')
+
+    elif bmi > 18.5 and bmi < 25:
+        print('Your BMI is', bmi,'which means you are normal.')
+
+    elif bmi > 25 and bmi < 30:
+        print('Your BMI is', bmi,'which means you are overweight')
+
+    elif bmi > 30:
+        print('Your BMI is', bmi,'which means you are obese.')
+
+    else:
+        print('There is an error with your input')
+        print('Please check you have entered whole numbers\n'
+              'and decimals were asked.')
+
+input('\n\nPlease press enter to exit.')
\ No newline at end of file
diff --git a/draw.py b/draw.py
new file mode 100644
index 0000000..8defedb
--- /dev/null
+++ b/draw.py
@@ -0,0 +1,15 @@
+from turtle import *
+bgcolor("black")
+speed(0)
+hideturtle()
+
+for i in range(50,400):
+    color("red")
+    circle(i)
+    color("orange")
+    circle(i*0.8)
+    color("white")
+    circle(i*0.6)
+    right(3)
+
+done()    
diff --git a/factorial.py b/factorial.py
new file mode 100644
index 0000000..90ca107
--- /dev/null
+++ b/factorial.py
@@ -0,0 +1,12 @@
+# input vlaue from the user
+n=int(input('enter no: '))
+
+# take flag, f=1
+f=1
+
+# loop until the user input value
+for i in range(n):
+    f=f*(i+1)
+
+# print the output/factorial
+print ('Factorial: ',f)
diff --git a/leapyear.py b/leapyear.py
index f6a330b..43cd463 100644
--- a/leapyear.py
+++ b/leapyear.py
@@ -1,13 +1,29 @@
-def CheckLeap(Year):  
-  # Checking if the given year is leap year  
-  if((Year % 400 == 0) or  
-     (Year % 100 != 0) and  
-     (Year % 4 == 0)):   
-    print("Given Year is a leap Year");  
-  # Else it is not a leap year  
-  else:  
-    print ("Given Year is not a leap Year")  
-# Taking an input year from user  
-Year = int(input("Enter the number: "))  
-# Printing result  
-CheckLeap(Year)  
+##############main#####################
+def CheckLeap(Year):  
+  # Checking if the given year is leap year  
+  if((Year % 400 == 0) or  
+     (Year % 100 != 0) and  
+     (Year % 4 == 0)):   
+    print("Given Year is a leap Year");  
+  # Else it is not a leap year  
+  else:  
+    print ("Given Year is not a leap Year")  
+# Taking an input year from user  
+Year = int(input("Enter the number: "))  
+# Printing result  
+CheckLeap(Year)  
+################################
+def CheckLeap(Year):  
+  # Checking if the given year is leap year  
+  if((Year % 400 == 0) or  
+     (Year % 100 != 0) and  
+     (Year % 4 == 0)):   
+    print("Given Year is a leap Year");  
+  # Else it is not a leap year  
+  else:  
+    print ("Given Year is not a leap Year")  
+# Taking an input year from user  
+Year = int(input("Enter the number: "))  
+# Printing result  
+CheckLeap(Year)  
+##############main#####################
\ No newline at end of file
diff --git a/listpallindrome.py b/listpallindrome.py
new file mode 100644
index 0000000..2ba3d13
--- /dev/null
+++ b/listpallindrome.py
@@ -0,0 +1,5 @@
+string =input(("Enter a letter:"))
+if(string==string[::-1]):
+    print("The letter is palindrome")
+else:
+    print("The letter is not pallindrome")
diff --git a/pratice_iof_thread11.py b/pratice_iof_thread11.py
new file mode 100644
index 0000000..519a1a8
--- /dev/null
+++ b/pratice_iof_thread11.py
@@ -0,0 +1,30 @@
+
+
+from collections import deque
+import threading 
+import time
+class queue:
+    def __init__(self):
+        self.box=deque()
+    def enque(self,data):
+        self.box.appendleft(data)
+    def deque(self):
+        print(self.box.pop())
+        
+od=queue()
+items=["Beef","salad","rice","mutton"]
+ln=len(items)
+for data in range (0,ln):
+   
+   thrd1=threading.Thread(target=od.enque,args=(items[data],))
+   thrd2=threading.Thread(target=od.deque ,args=())
+  
+   time.sleep(0.5)
+
+   thrd1.start()
+    
+   time.sleep(2)
+
+   thrd2.start()
+    
+   time.sleep(1)
\ No newline at end of file
diff --git a/primenumber.py b/primenumber.py
new file mode 100644
index 0000000..3e5ff1a
--- /dev/null
+++ b/primenumber.py
@@ -0,0 +1,11 @@
+num=int(input("Enter a number: "))
+flag =False
+if num>1:
+    for i in range(2,num):
+        if(num%i)==0:
+            flag = True
+            break
+if flag:
+    print(num,"Is not a prime number")
+else:
+    print(num,"is a prime number")
diff --git a/python sudoku solver/suduko_solver/Generator.py b/python sudoku solver/suduko_solver/Generator.py
new file mode 100644
index 0000000..27730f2
--- /dev/null
+++ b/python sudoku solver/suduko_solver/Generator.py	
@@ -0,0 +1,137 @@
+import pySudoku
+import random
+import time
+
+def toString(s):
+    
+    output = ""
+    for i in range(9):
+        for j in range(9):
+            output += str(s[i][j])
+    return output + "\n"
+
+def checkValid(s, row, col):
+   
+    block_row = row // 3
+    block_col = col // 3
+
+    # Row and Column
+    # Ignore blank spots
+    for m in range(9):
+        if s[row][m] != 0 and m != col and s[row][m] == s[row][col]:
+            return False
+        if s[m][col] != 0 and m != row and s[m][col] == s[row][col]:
+            return False
+
+    # Block
+    for m in range(3):
+        for n in range(3):
+            newRow = m + block_row*3
+            newCol = n + block_col*3
+            if s[newRow][newCol] != 0 and newRow != row and newCol != col\
+            and s[newRow][newCol ] == s[row][col]:
+                return False
+
+    return True
+
+def populateBoard(s, row, col):
+   
+    if row == 8 and col == 8:
+        used = pySudoku.test_cell(s, row, col)
+        s[row][col] = used.index(0)
+        return True
+
+    if col == 9:
+        row = row+1
+        col = 0
+
+    temp = list(range(1, 10))
+    random.shuffle(temp)
+    # Fill Sudoku
+    for i in range(9):
+        s[row][col] = temp[i]
+        if checkValid(s, row, col):
+            if populateBoard(s, row, col+1):
+                return True
+    s[row][col] = 0
+    return False
+
+def DFS_solve(copy_s, row, col):
+    
+    num_solutions = 0
+
+    # Reached the last cells without any error, so there is a solution
+    if row == 8 and col == 8:
+        return num_solutions + 1
+
+    if col == 9:
+        row = row+1
+        col = 0
+
+    if copy_s[row][col] == 0:
+        # Used = list of size 10 representing which numbers are possible
+        # in the puzzle. 0 = possible, 1 = not possible. Ignore index 0.
+        used = pySudoku.test_cell(copy_s, row, col)
+        # No possible solutions. Return 0 for number of solutions
+        if 0 not in used:
+            return 0
+
+        while 0 in used:
+            copy_s[row][col] = used.index(0)
+            used[used.index(0)] = 1
+            num_solutions += DFS_solve(copy_s, row, col+1)
+
+        # Reached here? Then we tried 1-9 without success
+        copy_s[row][col] = 0
+        return num_solutions
+
+    num_solutions += DFS_solve(copy_s, row, col+1)
+    return num_solutions
+
+def reduce_sudoku(s, difficulty):
+    
+    indices = list(range(81))
+    random.shuffle(indices)
+
+    while indices:
+        row = indices[0] // 9
+        col = indices[0] % 9
+        temp = s[row][col]
+        s[row][col] = 0
+        indices = indices[1:]
+
+        copy_s = [l[:] for l in s]
+
+        pySudoku.initial_try(copy_s)
+
+        for line in copy_s:
+            if 0 in line:
+                num_solutions = DFS_solve(copy_s, 0, 0)
+                # Not a puzzle with a unique solution, so undo the last insertion
+                if num_solutions > 1:
+                    s[row][col] = temp
+                    if difficulty == "E" or difficulty == "e":
+                        return
+                break
+
+    return
+
+def main():
+    f = open("SudokuPuzzles.txt", "w")
+    user_input = int(input("How many Sudoku puzzles would you like to generate?: "))
+    difficulty = input("Easy or Difficult puzzles?: (e or d)")
+    start = time.time()
+
+    for _ in range(user_input):
+        # 9 x 9 grid of 0s
+        s = [[0]*9 for _ in range(9)]
+
+        populateBoard(s, 0, 0)
+        reduce_sudoku(s, difficulty)
+        output = toString(s)
+        f.write(output)
+
+    print("{:.2f} seconds to come up with {} Sudoku puzzles.".format(time.time() - start, user_input))
+
+if __name__ == '__main__':
+    main()
diff --git a/python sudoku solver/suduko_solver/Sudokus.txt b/python sudoku solver/suduko_solver/Sudokus.txt
new file mode 100644
index 0000000..c5da92d
--- /dev/null
+++ b/python sudoku solver/suduko_solver/Sudokus.txt	
@@ -0,0 +1,269 @@
+3 0 9 0 0 0 4 0 0
+2 0 0 7 0 9 0 0 0
+0 8 7 0 0 0 0 0 0
+7 5 0 0 6 0 2 3 0
+6 0 0 9 0 4 0 0 8
+0 2 8 0 5 0 0 4 1
+0 0 0 0 0 0 5 9 0
+0 0 0 1 0 6 0 0 7
+0 0 6 0 0 0 1 0 4
+
+0 0 0 7 0 4 0 0 5
+0 2 0 0 1 0 0 7 0
+0 0 0 0 8 0 0 0 2
+0 9 0 0 0 6 2 5 0
+6 0 0 0 7 0 0 0 8
+0 5 3 2 0 0 0 1 0
+4 0 0 0 9 0 0 0 0
+0 3 0 0 6 0 0 9 0
+2 0 0 4 0 7 0 0 0
+
+200000060000075030048090100000300000300010009000008000001020570080730000090000004 
+807000003602080000000200900040005001000798000200100070004003000000040108300000506 
+008009320000080040900500007000040090000708000060020000600001008050030000072900100 
+600108000009070003005000080310005800000000000007600042090000400400030100000207006 
+030010060020004000100003500300090000860000041000070008005900002000100090040080050 
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\ No newline at end of file
diff --git a/python sudoku solver/suduko_solver/pySudoku.py b/python sudoku solver/suduko_solver/pySudoku.py
new file mode 100644
index 0000000..598da86
--- /dev/null
+++ b/python sudoku solver/suduko_solver/pySudoku.py	
@@ -0,0 +1,125 @@
+import fileinput
+import time
+
+def print_sudoku(s):
+    
+    for row in range(9):
+        for col in range(9):
+            print(s[row][col], end=' ')
+            if col+1 == 3 or col+1 == 6:
+                print(" | ", end=' ')
+        if row+1 == 3 or row+1 == 6:
+            print("\n" + "-"*25, end=' ')
+        print()
+    print()
+
+def test_cell(s, row, col):
+   
+    used = [0]*10
+    used[0] = 1
+    block_row = row // 3
+    block_col = col // 3
+
+    # Row and Column
+    for m in range(9):
+        used[s[m][col]] = 1;
+        used[s[row][m]] = 1;
+
+    # Square
+    for m in range(3):
+        for n in range(3):
+            used[s[m + block_row*3][n + block_col*3]] = 1
+
+    return used
+
+def initial_try(s):
+    stuck = False
+
+    while not stuck:
+        stuck = True
+        # Iterate through the Sudoku puzzle
+        for row in range(9):
+            for col in range(9):
+                used = test_cell(s, row, col)
+                # More than one possibility
+                if used.count(0) != 1:
+                    continue
+
+                for m in range(1, 10):
+                    # If current cell is empty and there is only one possibility
+                    # then fill in the current cell
+                    if s[row][col] == 0 and used[m] == 0:
+                        s[row][col] = m
+                        stuck = False
+                        break
+
+def DFS_solve(s, row, col):
+    
+    if row == 8 and col == 8:
+        used = test_cell(s, row, col)
+        if 0 in used:
+            s[row][col] = used.index(0)
+        return True
+
+    if col == 9:
+        row = row+1
+        col = 0
+
+    if s[row][col] == 0:
+        used = test_cell(s, row, col)
+        for i in range(1, 10):
+            if used[i] == 0:
+                s[row][col] = i
+                if DFS_solve(s, row, col+1):
+                    return True
+
+        # Reached here? Then we tried 1-9 without success
+        s[row][col] = 0
+        return False
+
+    return DFS_solve(s, row, col+1)
+
+def main():
+    start = time.time()
+    num_puzzles = 0
+    s = []
+    text = ""
+
+    for line in fileinput.input():
+        line = ' '.join(line.split())
+        text += line
+
+    while len(text) > 0:
+        l = []
+
+        # Get a row of numbers
+        while len(l) < 9:
+            if text[0].isdigit():
+                l.append(int(text[0]))
+            text = text[1:]
+
+        # Insert that row into the Sudoku grid
+        s.append(l)
+
+        if len(s) == 9:
+            num_puzzles += 1
+            print("Puzzle Number {:d}".format(num_puzzles))
+            print("Original:")
+            print_sudoku(s)
+
+            initial_try(s)
+            for line in s:
+                if 0 in line:
+                    DFS_solve(s, 0, 0)
+                    break
+
+            print("Solution:")
+            print_sudoku(s)
+
+            print("="*30)
+            s = []
+
+    print("{:.2f} seconds to solve {} puzzles".format(time.time() - start, num_puzzles))
+
+if __name__ == "__main__":
+    main()
diff --git a/replit.nix b/replit.nix
new file mode 100644
index 0000000..bb4b987
--- /dev/null
+++ b/replit.nix
@@ -0,0 +1,18 @@
+{ pkgs }: {
+  deps = [
+    pkgs.python38Full
+  ];
+  env = {
+    PYTHON_LD_LIBRARY_PATH = pkgs.lib.makeLibraryPath [
+      # Needed for pandas / numpy
+      pkgs.stdenv.cc.cc.lib
+      pkgs.zlib
+      # Needed for pygame
+      pkgs.glib
+      # Needed for matplotlib
+      pkgs.xorg.libX11
+    ];
+    PYTHONBIN = "${pkgs.python38Full}/bin/python3.8";
+    LANG = "en_US.UTF-8";
+  };
+}
\ No newline at end of file
diff --git a/venv/bin/Activate.ps1 b/venv/bin/Activate.ps1
new file mode 100644
index 0000000..2fb3852
--- /dev/null
+++ b/venv/bin/Activate.ps1
@@ -0,0 +1,241 @@
+<#
+.Synopsis
+Activate a Python virtual environment for the current PowerShell session.
+
+.Description
+Pushes the python executable for a virtual environment to the front of the
+$Env:PATH environment variable and sets the prompt to signify that you are
+in a Python virtual environment. Makes use of the command line switches as
+well as the `pyvenv.cfg` file values present in the virtual environment.
+
+.Parameter VenvDir
+Path to the directory that contains the virtual environment to activate. The
+default value for this is the parent of the directory that the Activate.ps1
+script is located within.
+
+.Parameter Prompt
+The prompt prefix to display when this virtual environment is activated. By
+default, this prompt is the name of the virtual environment folder (VenvDir)
+surrounded by parentheses and followed by a single space (ie. '(.venv) ').
+
+.Example
+Activate.ps1
+Activates the Python virtual environment that contains the Activate.ps1 script.
+
+.Example
+Activate.ps1 -Verbose
+Activates the Python virtual environment that contains the Activate.ps1 script,
+and shows extra information about the activation as it executes.
+
+.Example
+Activate.ps1 -VenvDir C:\Users\MyUser\Common\.venv
+Activates the Python virtual environment located in the specified location.
+
+.Example
+Activate.ps1 -Prompt "MyPython"
+Activates the Python virtual environment that contains the Activate.ps1 script,
+and prefixes the current prompt with the specified string (surrounded in
+parentheses) while the virtual environment is active.
+
+.Notes
+On Windows, it may be required to enable this Activate.ps1 script by setting the
+execution policy for the user. You can do this by issuing the following PowerShell
+command:
+
+PS C:\> Set-ExecutionPolicy -ExecutionPolicy RemoteSigned -Scope CurrentUser
+
+For more information on Execution Policies: 
+https://go.microsoft.com/fwlink/?LinkID=135170
+
+#>
+Param(
+    [Parameter(Mandatory = $false)]
+    [String]
+    $VenvDir,
+    [Parameter(Mandatory = $false)]
+    [String]
+    $Prompt
+)
+
+<# Function declarations --------------------------------------------------- #>
+
+<#
+.Synopsis
+Remove all shell session elements added by the Activate script, including the
+addition of the virtual environment's Python executable from the beginning of
+the PATH variable.
+
+.Parameter NonDestructive
+If present, do not remove this function from the global namespace for the
+session.
+
+#>
+function global:deactivate ([switch]$NonDestructive) {
+    # Revert to original values
+
+    # The prior prompt:
+    if (Test-Path -Path Function:_OLD_VIRTUAL_PROMPT) {
+        Copy-Item -Path Function:_OLD_VIRTUAL_PROMPT -Destination Function:prompt
+        Remove-Item -Path Function:_OLD_VIRTUAL_PROMPT
+    }
+
+    # The prior PYTHONHOME:
+    if (Test-Path -Path Env:_OLD_VIRTUAL_PYTHONHOME) {
+        Copy-Item -Path Env:_OLD_VIRTUAL_PYTHONHOME -Destination Env:PYTHONHOME
+        Remove-Item -Path Env:_OLD_VIRTUAL_PYTHONHOME
+    }
+
+    # The prior PATH:
+    if (Test-Path -Path Env:_OLD_VIRTUAL_PATH) {
+        Copy-Item -Path Env:_OLD_VIRTUAL_PATH -Destination Env:PATH
+        Remove-Item -Path Env:_OLD_VIRTUAL_PATH
+    }
+
+    # Just remove the VIRTUAL_ENV altogether:
+    if (Test-Path -Path Env:VIRTUAL_ENV) {
+        Remove-Item -Path env:VIRTUAL_ENV
+    }
+
+    # Just remove the _PYTHON_VENV_PROMPT_PREFIX altogether:
+    if (Get-Variable -Name "_PYTHON_VENV_PROMPT_PREFIX" -ErrorAction SilentlyContinue) {
+        Remove-Variable -Name _PYTHON_VENV_PROMPT_PREFIX -Scope Global -Force
+    }
+
+    # Leave deactivate function in the global namespace if requested:
+    if (-not $NonDestructive) {
+        Remove-Item -Path function:deactivate
+    }
+}
+
+<#
+.Description
+Get-PyVenvConfig parses the values from the pyvenv.cfg file located in the
+given folder, and returns them in a map.
+
+For each line in the pyvenv.cfg file, if that line can be parsed into exactly
+two strings separated by `=` (with any amount of whitespace surrounding the =)
+then it is considered a `key = value` line. The left hand string is the key,
+the right hand is the value.
+
+If the value starts with a `'` or a `"` then the first and last character is
+stripped from the value before being captured.
+
+.Parameter ConfigDir
+Path to the directory that contains the `pyvenv.cfg` file.
+#>
+function Get-PyVenvConfig(
+    [String]
+    $ConfigDir
+) {
+    Write-Verbose "Given ConfigDir=$ConfigDir, obtain values in pyvenv.cfg"
+
+    # Ensure the file exists, and issue a warning if it doesn't (but still allow the function to continue).
+    $pyvenvConfigPath = Join-Path -Resolve -Path $ConfigDir -ChildPath 'pyvenv.cfg' -ErrorAction Continue
+
+    # An empty map will be returned if no config file is found.
+    $pyvenvConfig = @{ }
+
+    if ($pyvenvConfigPath) {
+
+        Write-Verbose "File exists, parse `key = value` lines"
+        $pyvenvConfigContent = Get-Content -Path $pyvenvConfigPath
+
+        $pyvenvConfigContent | ForEach-Object {
+            $keyval = $PSItem -split "\s*=\s*", 2
+            if ($keyval[0] -and $keyval[1]) {
+                $val = $keyval[1]
+
+                # Remove extraneous quotations around a string value.
+                if ("'""".Contains($val.Substring(0, 1))) {
+                    $val = $val.Substring(1, $val.Length - 2)
+                }
+
+                $pyvenvConfig[$keyval[0]] = $val
+                Write-Verbose "Adding Key: '$($keyval[0])'='$val'"
+            }
+        }
+    }
+    return $pyvenvConfig
+}
+
+
+<# Begin Activate script --------------------------------------------------- #>
+
+# Determine the containing directory of this script
+$VenvExecPath = Split-Path -Parent $MyInvocation.MyCommand.Definition
+$VenvExecDir = Get-Item -Path $VenvExecPath
+
+Write-Verbose "Activation script is located in path: '$VenvExecPath'"
+Write-Verbose "VenvExecDir Fullname: '$($VenvExecDir.FullName)"
+Write-Verbose "VenvExecDir Name: '$($VenvExecDir.Name)"
+
+# Set values required in priority: CmdLine, ConfigFile, Default
+# First, get the location of the virtual environment, it might not be
+# VenvExecDir if specified on the command line.
+if ($VenvDir) {
+    Write-Verbose "VenvDir given as parameter, using '$VenvDir' to determine values"
+}
+else {
+    Write-Verbose "VenvDir not given as a parameter, using parent directory name as VenvDir."
+    $VenvDir = $VenvExecDir.Parent.FullName.TrimEnd("\\/")
+    Write-Verbose "VenvDir=$VenvDir"
+}
+
+# Next, read the `pyvenv.cfg` file to determine any required value such
+# as `prompt`.
+$pyvenvCfg = Get-PyVenvConfig -ConfigDir $VenvDir
+
+# Next, set the prompt from the command line, or the config file, or
+# just use the name of the virtual environment folder.
+if ($Prompt) {
+    Write-Verbose "Prompt specified as argument, using '$Prompt'"
+}
+else {
+    Write-Verbose "Prompt not specified as argument to script, checking pyvenv.cfg value"
+    if ($pyvenvCfg -and $pyvenvCfg['prompt']) {
+        Write-Verbose "  Setting based on value in pyvenv.cfg='$($pyvenvCfg['prompt'])'"
+        $Prompt = $pyvenvCfg['prompt'];
+    }
+    else {
+        Write-Verbose "  Setting prompt based on parent's directory's name. (Is the directory name passed to venv module when creating the virutal environment)"
+        Write-Verbose "  Got leaf-name of $VenvDir='$(Split-Path -Path $venvDir -Leaf)'"
+        $Prompt = Split-Path -Path $venvDir -Leaf
+    }
+}
+
+Write-Verbose "Prompt = '$Prompt'"
+Write-Verbose "VenvDir='$VenvDir'"
+
+# Deactivate any currently active virtual environment, but leave the
+# deactivate function in place.
+deactivate -nondestructive
+
+# Now set the environment variable VIRTUAL_ENV, used by many tools to determine
+# that there is an activated venv.
+$env:VIRTUAL_ENV = $VenvDir
+
+if (-not $Env:VIRTUAL_ENV_DISABLE_PROMPT) {
+
+    Write-Verbose "Setting prompt to '$Prompt'"
+
+    # Set the prompt to include the env name
+    # Make sure _OLD_VIRTUAL_PROMPT is global
+    function global:_OLD_VIRTUAL_PROMPT { "" }
+    Copy-Item -Path function:prompt -Destination function:_OLD_VIRTUAL_PROMPT
+    New-Variable -Name _PYTHON_VENV_PROMPT_PREFIX -Description "Python virtual environment prompt prefix" -Scope Global -Option ReadOnly -Visibility Public -Value $Prompt
+
+    function global:prompt {
+        Write-Host -NoNewline -ForegroundColor Green "($_PYTHON_VENV_PROMPT_PREFIX) "
+        _OLD_VIRTUAL_PROMPT
+    }
+}
+
+# Clear PYTHONHOME
+if (Test-Path -Path Env:PYTHONHOME) {
+    Copy-Item -Path Env:PYTHONHOME -Destination Env:_OLD_VIRTUAL_PYTHONHOME
+    Remove-Item -Path Env:PYTHONHOME
+}
+
+# Add the venv to the PATH
+Copy-Item -Path Env:PATH -Destination Env:_OLD_VIRTUAL_PATH
+$Env:PATH = "$VenvExecDir$([System.IO.Path]::PathSeparator)$Env:PATH"
diff --git a/venv/bin/activate b/venv/bin/activate
new file mode 100644
index 0000000..5ee0c70
--- /dev/null
+++ b/venv/bin/activate
@@ -0,0 +1,76 @@
+# This file must be used with "source bin/activate" *from bash*
+# you cannot run it directly
+
+deactivate () {
+    # reset old environment variables
+    if [ -n "${_OLD_VIRTUAL_PATH:-}" ] ; then
+        PATH="${_OLD_VIRTUAL_PATH:-}"
+        export PATH
+        unset _OLD_VIRTUAL_PATH
+    fi
+    if [ -n "${_OLD_VIRTUAL_PYTHONHOME:-}" ] ; then
+        PYTHONHOME="${_OLD_VIRTUAL_PYTHONHOME:-}"
+        export PYTHONHOME
+        unset _OLD_VIRTUAL_PYTHONHOME
+    fi
+
+    # This should detect bash and zsh, which have a hash command that must
+    # be called to get it to forget past commands.  Without forgetting
+    # past commands the $PATH changes we made may not be respected
+    if [ -n "${BASH:-}" -o -n "${ZSH_VERSION:-}" ] ; then
+        hash -r
+    fi
+
+    if [ -n "${_OLD_VIRTUAL_PS1:-}" ] ; then
+        PS1="${_OLD_VIRTUAL_PS1:-}"
+        export PS1
+        unset _OLD_VIRTUAL_PS1
+    fi
+
+    unset VIRTUAL_ENV
+    if [ ! "${1:-}" = "nondestructive" ] ; then
+    # Self destruct!
+        unset -f deactivate
+    fi
+}
+
+# unset irrelevant variables
+deactivate nondestructive
+
+VIRTUAL_ENV="/home/runner/Python/venv"
+export VIRTUAL_ENV
+
+_OLD_VIRTUAL_PATH="$PATH"
+PATH="$VIRTUAL_ENV/bin:$PATH"
+export PATH
+
+# unset PYTHONHOME if set
+# this will fail if PYTHONHOME is set to the empty string (which is bad anyway)
+# could use `if (set -u; : $PYTHONHOME) ;` in bash
+if [ -n "${PYTHONHOME:-}" ] ; then
+    _OLD_VIRTUAL_PYTHONHOME="${PYTHONHOME:-}"
+    unset PYTHONHOME
+fi
+
+if [ -z "${VIRTUAL_ENV_DISABLE_PROMPT:-}" ] ; then
+    _OLD_VIRTUAL_PS1="${PS1:-}"
+    if [ "x(venv) " != x ] ; then
+	PS1="(venv) ${PS1:-}"
+    else
+    if [ "`basename \"$VIRTUAL_ENV\"`" = "__" ] ; then
+        # special case for Aspen magic directories
+        # see https://aspen.io/
+        PS1="[`basename \`dirname \"$VIRTUAL_ENV\"\``] $PS1"
+    else
+        PS1="(`basename \"$VIRTUAL_ENV\"`)$PS1"
+    fi
+    fi
+    export PS1
+fi
+
+# This should detect bash and zsh, which have a hash command that must
+# be called to get it to forget past commands.  Without forgetting
+# past commands the $PATH changes we made may not be respected
+if [ -n "${BASH:-}" -o -n "${ZSH_VERSION:-}" ] ; then
+    hash -r
+fi
diff --git a/venv/bin/activate.csh b/venv/bin/activate.csh
new file mode 100644
index 0000000..b98c3ac
--- /dev/null
+++ b/venv/bin/activate.csh
@@ -0,0 +1,37 @@
+# This file must be used with "source bin/activate.csh" *from csh*.
+# You cannot run it directly.
+# Created by Davide Di Blasi <davidedb@gmail.com>.
+# Ported to Python 3.3 venv by Andrew Svetlov <andrew.svetlov@gmail.com>
+
+alias deactivate 'test $?_OLD_VIRTUAL_PATH != 0 && setenv PATH "$_OLD_VIRTUAL_PATH" && unset _OLD_VIRTUAL_PATH; rehash; test $?_OLD_VIRTUAL_PROMPT != 0 && set prompt="$_OLD_VIRTUAL_PROMPT" && unset _OLD_VIRTUAL_PROMPT; unsetenv VIRTUAL_ENV; test "\!:*" != "nondestructive" && unalias deactivate'
+
+# Unset irrelevant variables.
+deactivate nondestructive
+
+setenv VIRTUAL_ENV "/home/runner/Python/venv"
+
+set _OLD_VIRTUAL_PATH="$PATH"
+setenv PATH "$VIRTUAL_ENV/bin:$PATH"
+
+
+set _OLD_VIRTUAL_PROMPT="$prompt"
+
+if (! "$?VIRTUAL_ENV_DISABLE_PROMPT") then
+    if ("venv" != "") then
+        set env_name = "venv"
+    else
+        if (`basename "VIRTUAL_ENV"` == "__") then
+            # special case for Aspen magic directories
+            # see https://aspen.io/
+            set env_name = `basename \`dirname "$VIRTUAL_ENV"\``
+        else
+            set env_name = `basename "$VIRTUAL_ENV"`
+        endif
+    endif
+    set prompt = "[$env_name] $prompt"
+    unset env_name
+endif
+
+alias pydoc python -m pydoc
+
+rehash
diff --git a/venv/bin/activate.fish b/venv/bin/activate.fish
new file mode 100644
index 0000000..610161c
--- /dev/null
+++ b/venv/bin/activate.fish
@@ -0,0 +1,75 @@
+# This file must be used with ". bin/activate.fish" *from fish* (http://fishshell.org)
+# you cannot run it directly
+
+function deactivate  -d "Exit virtualenv and return to normal shell environment"
+    # reset old environment variables
+    if test -n "$_OLD_VIRTUAL_PATH"
+        set -gx PATH $_OLD_VIRTUAL_PATH
+        set -e _OLD_VIRTUAL_PATH
+    end
+    if test -n "$_OLD_VIRTUAL_PYTHONHOME"
+        set -gx PYTHONHOME $_OLD_VIRTUAL_PYTHONHOME
+        set -e _OLD_VIRTUAL_PYTHONHOME
+    end
+
+    if test -n "$_OLD_FISH_PROMPT_OVERRIDE"
+        functions -e fish_prompt
+        set -e _OLD_FISH_PROMPT_OVERRIDE
+        functions -c _old_fish_prompt fish_prompt
+        functions -e _old_fish_prompt
+    end
+
+    set -e VIRTUAL_ENV
+    if test "$argv[1]" != "nondestructive"
+        # Self destruct!
+        functions -e deactivate
+    end
+end
+
+# unset irrelevant variables
+deactivate nondestructive
+
+set -gx VIRTUAL_ENV "/home/runner/Python/venv"
+
+set -gx _OLD_VIRTUAL_PATH $PATH
+set -gx PATH "$VIRTUAL_ENV/bin" $PATH
+
+# unset PYTHONHOME if set
+if set -q PYTHONHOME
+    set -gx _OLD_VIRTUAL_PYTHONHOME $PYTHONHOME
+    set -e PYTHONHOME
+end
+
+if test -z "$VIRTUAL_ENV_DISABLE_PROMPT"
+    # fish uses a function instead of an env var to generate the prompt.
+
+    # save the current fish_prompt function as the function _old_fish_prompt
+    functions -c fish_prompt _old_fish_prompt
+
+    # with the original prompt function renamed, we can override with our own.
+    function fish_prompt
+        # Save the return status of the last command
+        set -l old_status $status
+
+        # Prompt override?
+        if test -n "(venv) "
+            printf "%s%s" "(venv) " (set_color normal)
+        else
+            # ...Otherwise, prepend env
+            set -l _checkbase (basename "$VIRTUAL_ENV")
+            if test $_checkbase = "__"
+                # special case for Aspen magic directories
+                # see https://aspen.io/
+                printf "%s[%s]%s " (set_color -b blue white) (basename (dirname "$VIRTUAL_ENV")) (set_color normal)
+            else
+                printf "%s(%s)%s" (set_color -b blue white) (basename "$VIRTUAL_ENV") (set_color normal)
+            end
+        end
+
+        # Restore the return status of the previous command.
+        echo "exit $old_status" | .
+        _old_fish_prompt
+    end
+
+    set -gx _OLD_FISH_PROMPT_OVERRIDE "$VIRTUAL_ENV"
+end
diff --git a/venv/bin/doesitcache b/venv/bin/doesitcache
new file mode 100755
index 0000000..bbc98fd
--- /dev/null
+++ b/venv/bin/doesitcache
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from cachecontrol._cmd import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())
diff --git a/venv/bin/f2py b/venv/bin/f2py
new file mode 100755
index 0000000..3b487ee
--- /dev/null
+++ b/venv/bin/f2py
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from numpy.f2py.f2py2e import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())
diff --git a/venv/bin/f2py3 b/venv/bin/f2py3
new file mode 100755
index 0000000..3b487ee
--- /dev/null
+++ b/venv/bin/f2py3
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from numpy.f2py.f2py2e import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())
diff --git a/venv/bin/f2py3.8 b/venv/bin/f2py3.8
new file mode 100755
index 0000000..3b487ee
--- /dev/null
+++ b/venv/bin/f2py3.8
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from numpy.f2py.f2py2e import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())
diff --git a/venv/bin/flask b/venv/bin/flask
new file mode 100755
index 0000000..f0a8a00
--- /dev/null
+++ b/venv/bin/flask
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from flask.cli import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())
diff --git a/venv/bin/keyring b/venv/bin/keyring
new file mode 100755
index 0000000..6392208
--- /dev/null
+++ b/venv/bin/keyring
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from keyring.cli import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())
diff --git a/venv/bin/normalizer b/venv/bin/normalizer
new file mode 100755
index 0000000..76e0d54
--- /dev/null
+++ b/venv/bin/normalizer
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from charset_normalizer.cli.normalizer import cli_detect
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(cli_detect())
diff --git a/venv/bin/pip b/venv/bin/pip
new file mode 100755
index 0000000..33e407b
--- /dev/null
+++ b/venv/bin/pip
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pip._internal.cli.main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())
\ No newline at end of file
diff --git a/venv/bin/pip3 b/venv/bin/pip3
new file mode 100755
index 0000000..73491e9
--- /dev/null
+++ b/venv/bin/pip3
@@ -0,0 +1,8 @@
+#!/home/runner/Python/venv/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pip._internal.cli.main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())
diff --git a/venv/bin/pip3.8 b/venv/bin/pip3.8
new file mode 100755
index 0000000..73491e9
--- /dev/null
+++ b/venv/bin/pip3.8
@@ -0,0 +1,8 @@
+#!/home/runner/Python/venv/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pip._internal.cli.main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())
diff --git a/venv/bin/pkginfo b/venv/bin/pkginfo
new file mode 100755
index 0000000..c0d15f5
--- /dev/null
+++ b/venv/bin/pkginfo
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pkginfo.commandline import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())
diff --git a/venv/bin/poetry b/venv/bin/poetry
new file mode 100755
index 0000000..f3e8462
--- /dev/null
+++ b/venv/bin/poetry
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from poetry.console import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())
diff --git a/venv/bin/pyflakes b/venv/bin/pyflakes
new file mode 100755
index 0000000..50934b8
--- /dev/null
+++ b/venv/bin/pyflakes
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pyflakes.api import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())
diff --git a/venv/bin/pylsp b/venv/bin/pylsp
new file mode 100755
index 0000000..ba19925
--- /dev/null
+++ b/venv/bin/pylsp
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pylsp.__main__ import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())
diff --git a/venv/bin/python b/venv/bin/python
new file mode 120000
index 0000000..b8a0adb
--- /dev/null
+++ b/venv/bin/python
@@ -0,0 +1 @@
+python3
\ No newline at end of file
diff --git a/venv/bin/python3 b/venv/bin/python3
new file mode 100755
index 0000000..8d98b7f
--- /dev/null
+++ b/venv/bin/python3
@@ -0,0 +1,3 @@
+#!/usr/bin/env bash
+
+LD_LIBRARY_PATH="${PYTHON_LD_LIBRARY_PATH}:${LD_LIBRARY_PATH}" exec -a "$0" "${PYTHONBIN}" "$@"
\ No newline at end of file
diff --git a/venv/bin/python3.8 b/venv/bin/python3.8
new file mode 120000
index 0000000..4c3f910
--- /dev/null
+++ b/venv/bin/python3.8
@@ -0,0 +1 @@
+/home/runner/Python/venv/bin/python3
\ No newline at end of file
diff --git a/venv/bin/replit b/venv/bin/replit
new file mode 100755
index 0000000..99382ee
--- /dev/null
+++ b/venv/bin/replit
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from replit.__main__ import cli
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(cli())
diff --git a/venv/bin/virtualenv b/venv/bin/virtualenv
new file mode 100755
index 0000000..73763c2
--- /dev/null
+++ b/venv/bin/virtualenv
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from virtualenv.__main__ import run_with_catch
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(run_with_catch())
diff --git a/venv/bin/yapf b/venv/bin/yapf
new file mode 100755
index 0000000..78deda5
--- /dev/null
+++ b/venv/bin/yapf
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from yapf import run_main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(run_main())
diff --git a/venv/bin/yapf-diff b/venv/bin/yapf-diff
new file mode 100755
index 0000000..99a641c
--- /dev/null
+++ b/venv/bin/yapf-diff
@@ -0,0 +1,8 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from yapf.third_party.yapf_diff.yapf_diff import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())
diff --git a/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/LICENSE.txt b/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/LICENSE.txt
new file mode 120000
index 0000000..5472bbf
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/LICENSE.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/86/ee/ee/87be2a43f3ff1f56496f451f69243926f025fedbb033666c304c4c161b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/METADATA b/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/METADATA
new file mode 120000
index 0000000..838d82f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/METADATA
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/9b/7d/e2/dc2ad8512710e874c92456698b083c5d18eeb270db33f3c05c5d717777
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diff --git a/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/RECORD b/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/RECORD
new file mode 100644
index 0000000..531e720
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/RECORD
@@ -0,0 +1,34 @@
+../../../bin/doesitcache,sha256=1RWmJD4ag9idCYwglvOznVpra4pzgRqnBTbglKKmubo,220
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diff --git a/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/WHEEL b/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/WHEEL
new file mode 120000
index 0000000..cd83a08
--- /dev/null
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@@ -0,0 +1 @@
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new file mode 120000
index 0000000..d1e5058
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new file mode 120000
index 0000000..bd1b302
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/CacheControl-0.12.11.dist-info/top_level.txt
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/Flask-2.2.2.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/Flask-2.2.2.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/Flask-2.2.2.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/Flask-2.2.2.dist-info/LICENSE.rst b/venv/lib/python3.8/site-packages/Flask-2.2.2.dist-info/LICENSE.rst
new file mode 120000
index 0000000..59fa4ff
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/Flask-2.2.2.dist-info/LICENSE.rst
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/48/9a/8e/1108509ed98a37bb983e11e0f7e1d31f0bd8f99a79c8448e7ff37d07ea
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diff --git a/venv/lib/python3.8/site-packages/Flask-2.2.2.dist-info/METADATA b/venv/lib/python3.8/site-packages/Flask-2.2.2.dist-info/METADATA
new file mode 100644
index 0000000..f644287
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/Flask-2.2.2.dist-info/METADATA
@@ -0,0 +1,123 @@
+Metadata-Version: 2.1
+Name: Flask
+Version: 2.2.2
+Summary: A simple framework for building complex web applications.
+Home-page: https://palletsprojects.com/p/flask
+Author: Armin Ronacher
+Author-email: armin.ronacher@active-4.com
+Maintainer: Pallets
+Maintainer-email: contact@palletsprojects.com
+License: BSD-3-Clause
+Project-URL: Donate, https://palletsprojects.com/donate
+Project-URL: Documentation, https://flask.palletsprojects.com/
+Project-URL: Changes, https://flask.palletsprojects.com/changes/
+Project-URL: Source Code, https://github.com/pallets/flask/
+Project-URL: Issue Tracker, https://github.com/pallets/flask/issues/
+Project-URL: Twitter, https://twitter.com/PalletsTeam
+Project-URL: Chat, https://discord.gg/pallets
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Environment :: Web Environment
+Classifier: Framework :: Flask
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Topic :: Internet :: WWW/HTTP :: Dynamic Content
+Classifier: Topic :: Internet :: WWW/HTTP :: WSGI
+Classifier: Topic :: Internet :: WWW/HTTP :: WSGI :: Application
+Classifier: Topic :: Software Development :: Libraries :: Application Frameworks
+Requires-Python: >=3.7
+Description-Content-Type: text/x-rst
+License-File: LICENSE.rst
+Requires-Dist: Werkzeug (>=2.2.2)
+Requires-Dist: Jinja2 (>=3.0)
+Requires-Dist: itsdangerous (>=2.0)
+Requires-Dist: click (>=8.0)
+Requires-Dist: importlib-metadata (>=3.6.0) ; python_version < "3.10"
+Provides-Extra: async
+Requires-Dist: asgiref (>=3.2) ; extra == 'async'
+Provides-Extra: dotenv
+Requires-Dist: python-dotenv ; extra == 'dotenv'
+
+Flask
+=====
+
+Flask is a lightweight `WSGI`_ web application framework. It is designed
+to make getting started quick and easy, with the ability to scale up to
+complex applications. It began as a simple wrapper around `Werkzeug`_
+and `Jinja`_ and has become one of the most popular Python web
+application frameworks.
+
+Flask offers suggestions, but doesn't enforce any dependencies or
+project layout. It is up to the developer to choose the tools and
+libraries they want to use. There are many extensions provided by the
+community that make adding new functionality easy.
+
+.. _WSGI: https://wsgi.readthedocs.io/
+.. _Werkzeug: https://werkzeug.palletsprojects.com/
+.. _Jinja: https://jinja.palletsprojects.com/
+
+
+Installing
+----------
+
+Install and update using `pip`_:
+
+.. code-block:: text
+
+    $ pip install -U Flask
+
+.. _pip: https://pip.pypa.io/en/stable/getting-started/
+
+
+A Simple Example
+----------------
+
+.. code-block:: python
+
+    # save this as app.py
+    from flask import Flask
+
+    app = Flask(__name__)
+
+    @app.route("/")
+    def hello():
+        return "Hello, World!"
+
+.. code-block:: text
+
+    $ flask run
+      * Running on http://127.0.0.1:5000/ (Press CTRL+C to quit)
+
+
+Contributing
+------------
+
+For guidance on setting up a development environment and how to make a
+contribution to Flask, see the `contributing guidelines`_.
+
+.. _contributing guidelines: https://github.com/pallets/flask/blob/main/CONTRIBUTING.rst
+
+
+Donate
+------
+
+The Pallets organization develops and supports Flask and the libraries
+it uses. In order to grow the community of contributors and users, and
+allow the maintainers to devote more time to the projects, `please
+donate today`_.
+
+.. _please donate today: https://palletsprojects.com/donate
+
+
+Links
+-----
+
+-   Documentation: https://flask.palletsprojects.com/
+-   Changes: https://flask.palletsprojects.com/changes/
+-   PyPI Releases: https://pypi.org/project/Flask/
+-   Source Code: https://github.com/pallets/flask/
+-   Issue Tracker: https://github.com/pallets/flask/issues/
+-   Website: https://palletsprojects.com/p/flask/
+-   Twitter: https://twitter.com/PalletsTeam
+-   Chat: https://discord.gg/pallets
diff --git a/venv/lib/python3.8/site-packages/Flask-2.2.2.dist-info/RECORD b/venv/lib/python3.8/site-packages/Flask-2.2.2.dist-info/RECORD
new file mode 100644
index 0000000..7b2da9a
--- /dev/null
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+Metadata-Version: 2.1
+Name: Werkzeug
+Version: 2.2.2
+Summary: The comprehensive WSGI web application library.
+Home-page: https://palletsprojects.com/p/werkzeug/
+Author: Armin Ronacher
+Author-email: armin.ronacher@active-4.com
+Maintainer: Pallets
+Maintainer-email: contact@palletsprojects.com
+License: BSD-3-Clause
+Project-URL: Donate, https://palletsprojects.com/donate
+Project-URL: Documentation, https://werkzeug.palletsprojects.com/
+Project-URL: Changes, https://werkzeug.palletsprojects.com/changes/
+Project-URL: Source Code, https://github.com/pallets/werkzeug/
+Project-URL: Issue Tracker, https://github.com/pallets/werkzeug/issues/
+Project-URL: Twitter, https://twitter.com/PalletsTeam
+Project-URL: Chat, https://discord.gg/pallets
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Environment :: Web Environment
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Topic :: Internet :: WWW/HTTP :: Dynamic Content
+Classifier: Topic :: Internet :: WWW/HTTP :: WSGI
+Classifier: Topic :: Internet :: WWW/HTTP :: WSGI :: Application
+Classifier: Topic :: Internet :: WWW/HTTP :: WSGI :: Middleware
+Classifier: Topic :: Software Development :: Libraries :: Application Frameworks
+Requires-Python: >=3.7
+Description-Content-Type: text/x-rst
+License-File: LICENSE.rst
+Requires-Dist: MarkupSafe (>=2.1.1)
+Provides-Extra: watchdog
+Requires-Dist: watchdog ; extra == 'watchdog'
+
+Werkzeug
+========
+
+*werkzeug* German noun: "tool". Etymology: *werk* ("work"), *zeug* ("stuff")
+
+Werkzeug is a comprehensive `WSGI`_ web application library. It began as
+a simple collection of various utilities for WSGI applications and has
+become one of the most advanced WSGI utility libraries.
+
+It includes:
+
+-   An interactive debugger that allows inspecting stack traces and
+    source code in the browser with an interactive interpreter for any
+    frame in the stack.
+-   A full-featured request object with objects to interact with
+    headers, query args, form data, files, and cookies.
+-   A response object that can wrap other WSGI applications and handle
+    streaming data.
+-   A routing system for matching URLs to endpoints and generating URLs
+    for endpoints, with an extensible system for capturing variables
+    from URLs.
+-   HTTP utilities to handle entity tags, cache control, dates, user
+    agents, cookies, files, and more.
+-   A threaded WSGI server for use while developing applications
+    locally.
+-   A test client for simulating HTTP requests during testing without
+    requiring running a server.
+
+Werkzeug doesn't enforce any dependencies. It is up to the developer to
+choose a template engine, database adapter, and even how to handle
+requests. It can be used to build all sorts of end user applications
+such as blogs, wikis, or bulletin boards.
+
+`Flask`_ wraps Werkzeug, using it to handle the details of WSGI while
+providing more structure and patterns for defining powerful
+applications.
+
+.. _WSGI: https://wsgi.readthedocs.io/en/latest/
+.. _Flask: https://www.palletsprojects.com/p/flask/
+
+
+Installing
+----------
+
+Install and update using `pip`_:
+
+.. code-block:: text
+
+    pip install -U Werkzeug
+
+.. _pip: https://pip.pypa.io/en/stable/getting-started/
+
+
+A Simple Example
+----------------
+
+.. code-block:: python
+
+    from werkzeug.wrappers import Request, Response
+
+    @Request.application
+    def application(request):
+        return Response('Hello, World!')
+
+    if __name__ == '__main__':
+        from werkzeug.serving import run_simple
+        run_simple('localhost', 4000, application)
+
+
+Donate
+------
+
+The Pallets organization develops and supports Werkzeug and other
+popular packages. In order to grow the community of contributors and
+users, and allow the maintainers to devote more time to the projects,
+`please donate today`_.
+
+.. _please donate today: https://palletsprojects.com/donate
+
+
+Links
+-----
+
+-   Documentation: https://werkzeug.palletsprojects.com/
+-   Changes: https://werkzeug.palletsprojects.com/changes/
+-   PyPI Releases: https://pypi.org/project/Werkzeug/
+-   Source Code: https://github.com/pallets/werkzeug/
+-   Issue Tracker: https://github.com/pallets/werkzeug/issues/
+-   Website: https://palletsprojects.com/p/werkzeug/
+-   Twitter: https://twitter.com/PalletsTeam
+-   Chat: https://discord.gg/pallets
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+pip
diff --git a/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/LICENSE.txt b/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/LICENSE.txt
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@@ -0,0 +1,13 @@
+   Copyright aio-libs contributors.
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
diff --git a/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/METADATA b/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/METADATA
new file mode 100644
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@@ -0,0 +1,253 @@
+Metadata-Version: 2.1
+Name: aiohttp
+Version: 3.8.3
+Summary: Async http client/server framework (asyncio)
+Home-page: https://github.com/aio-libs/aiohttp
+Maintainer: aiohttp team <team@aiohttp.org>
+Maintainer-email: team@aiohttp.org
+License: Apache 2
+Project-URL: Chat: Gitter, https://gitter.im/aio-libs/Lobby
+Project-URL: CI: GitHub Actions, https://github.com/aio-libs/aiohttp/actions?query=workflow%3ACI
+Project-URL: Coverage: codecov, https://codecov.io/github/aio-libs/aiohttp
+Project-URL: Docs: Changelog, https://docs.aiohttp.org/en/stable/changes.html
+Project-URL: Docs: RTD, https://docs.aiohttp.org
+Project-URL: GitHub: issues, https://github.com/aio-libs/aiohttp/issues
+Project-URL: GitHub: repo, https://github.com/aio-libs/aiohttp
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Framework :: AsyncIO
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Operating System :: POSIX
+Classifier: Operating System :: MacOS :: MacOS X
+Classifier: Operating System :: Microsoft :: Windows
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Topic :: Internet :: WWW/HTTP
+Requires-Python: >=3.6
+Description-Content-Type: text/x-rst
+License-File: LICENSE.txt
+Requires-Dist: attrs (>=17.3.0)
+Requires-Dist: charset-normalizer (<3.0,>=2.0)
+Requires-Dist: multidict (<7.0,>=4.5)
+Requires-Dist: async-timeout (<5.0,>=4.0.0a3)
+Requires-Dist: yarl (<2.0,>=1.0)
+Requires-Dist: frozenlist (>=1.1.1)
+Requires-Dist: aiosignal (>=1.1.2)
+Requires-Dist: idna-ssl (>=1.0) ; python_version < "3.7"
+Requires-Dist: asynctest (==0.13.0) ; python_version < "3.8"
+Requires-Dist: typing-extensions (>=3.7.4) ; python_version < "3.8"
+Provides-Extra: speedups
+Requires-Dist: aiodns ; extra == 'speedups'
+Requires-Dist: Brotli ; extra == 'speedups'
+Requires-Dist: cchardet ; (python_version < "3.10") and extra == 'speedups'
+
+==================================
+Async http client/server framework
+==================================
+
+.. image:: https://raw.githubusercontent.com/aio-libs/aiohttp/master/docs/aiohttp-plain.svg
+   :height: 64px
+   :width: 64px
+   :alt: aiohttp logo
+
+|
+
+.. image:: https://github.com/aio-libs/aiohttp/workflows/CI/badge.svg
+   :target: https://github.com/aio-libs/aiohttp/actions?query=workflow%3ACI
+   :alt: GitHub Actions status for master branch
+
+.. image:: https://codecov.io/gh/aio-libs/aiohttp/branch/master/graph/badge.svg
+   :target: https://codecov.io/gh/aio-libs/aiohttp
+   :alt: codecov.io status for master branch
+
+.. image:: https://badge.fury.io/py/aiohttp.svg
+   :target: https://pypi.org/project/aiohttp
+   :alt: Latest PyPI package version
+
+.. image:: https://readthedocs.org/projects/aiohttp/badge/?version=latest
+   :target: https://docs.aiohttp.org/
+   :alt: Latest Read The Docs
+
+.. image:: https://img.shields.io/discourse/status?server=https%3A%2F%2Faio-libs.discourse.group
+   :target: https://aio-libs.discourse.group
+   :alt: Discourse status
+
+.. image:: https://badges.gitter.im/Join%20Chat.svg
+   :target: https://gitter.im/aio-libs/Lobby
+   :alt: Chat on Gitter
+
+
+Key Features
+============
+
+- Supports both client and server side of HTTP protocol.
+- Supports both client and server Web-Sockets out-of-the-box and avoids
+  Callback Hell.
+- Provides Web-server with middlewares and plugable routing.
+
+
+Getting started
+===============
+
+Client
+------
+
+To get something from the web:
+
+.. code-block:: python
+
+  import aiohttp
+  import asyncio
+
+  async def main():
+
+      async with aiohttp.ClientSession() as session:
+          async with session.get('http://python.org') as response:
+
+              print("Status:", response.status)
+              print("Content-type:", response.headers['content-type'])
+
+              html = await response.text()
+              print("Body:", html[:15], "...")
+
+    asyncio.run(main())
+
+This prints:
+
+.. code-block::
+
+    Status: 200
+    Content-type: text/html; charset=utf-8
+    Body: <!doctype html> ...
+
+Coming from `requests <https://requests.readthedocs.io/>`_ ? Read `why we need so many lines <https://aiohttp.readthedocs.io/en/latest/http_request_lifecycle.html>`_.
+
+Server
+------
+
+An example using a simple server:
+
+.. code-block:: python
+
+    # examples/server_simple.py
+    from aiohttp import web
+
+    async def handle(request):
+        name = request.match_info.get('name', "Anonymous")
+        text = "Hello, " + name
+        return web.Response(text=text)
+
+    async def wshandle(request):
+        ws = web.WebSocketResponse()
+        await ws.prepare(request)
+
+        async for msg in ws:
+            if msg.type == web.WSMsgType.text:
+                await ws.send_str("Hello, {}".format(msg.data))
+            elif msg.type == web.WSMsgType.binary:
+                await ws.send_bytes(msg.data)
+            elif msg.type == web.WSMsgType.close:
+                break
+
+        return ws
+
+
+    app = web.Application()
+    app.add_routes([web.get('/', handle),
+                    web.get('/echo', wshandle),
+                    web.get('/{name}', handle)])
+
+    if __name__ == '__main__':
+        web.run_app(app)
+
+
+Documentation
+=============
+
+https://aiohttp.readthedocs.io/
+
+
+Demos
+=====
+
+https://github.com/aio-libs/aiohttp-demos
+
+
+External links
+==============
+
+* `Third party libraries
+  <http://aiohttp.readthedocs.io/en/latest/third_party.html>`_
+* `Built with aiohttp
+  <http://aiohttp.readthedocs.io/en/latest/built_with.html>`_
+* `Powered by aiohttp
+  <http://aiohttp.readthedocs.io/en/latest/powered_by.html>`_
+
+Feel free to make a Pull Request for adding your link to these pages!
+
+
+Communication channels
+======================
+
+*aio-libs discourse group*: https://aio-libs.discourse.group
+
+*gitter chat* https://gitter.im/aio-libs/Lobby
+
+We support `Stack Overflow
+<https://stackoverflow.com/questions/tagged/aiohttp>`_.
+Please add *aiohttp* tag to your question there.
+
+Requirements
+============
+
+- Python >= 3.6
+- async-timeout_
+- attrs_
+- charset-normalizer_
+- multidict_
+- yarl_
+- frozenlist_
+
+Optionally you may install the cChardet_ and aiodns_ libraries (highly
+recommended for sake of speed).
+
+.. _charset-normalizer: https://pypi.org/project/charset-normalizer
+.. _aiodns: https://pypi.python.org/pypi/aiodns
+.. _attrs: https://github.com/python-attrs/attrs
+.. _multidict: https://pypi.python.org/pypi/multidict
+.. _frozenlist: https://pypi.org/project/frozenlist/
+.. _yarl: https://pypi.python.org/pypi/yarl
+.. _async-timeout: https://pypi.python.org/pypi/async_timeout
+.. _cChardet: https://pypi.python.org/pypi/cchardet
+
+License
+=======
+
+``aiohttp`` is offered under the Apache 2 license.
+
+
+Keepsafe
+========
+
+The aiohttp community would like to thank Keepsafe
+(https://www.getkeepsafe.com) for its support in the early days of
+the project.
+
+
+Source code
+===========
+
+The latest developer version is available in a GitHub repository:
+https://github.com/aio-libs/aiohttp
+
+Benchmarks
+==========
+
+If you are interested in efficiency, the AsyncIO community maintains a
+list of benchmarks on the official wiki:
+https://github.com/python/asyncio/wiki/Benchmarks
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diff --git a/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/REQUESTED b/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/REQUESTED
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diff --git a/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/WHEEL b/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/WHEEL
new file mode 120000
index 0000000..8b6429d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fa/28/c6/0ee00b94fc66dc76e12a7b69b344331ec8be0cf957aa07ab6134c99051
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diff --git a/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/direct_url.json
new file mode 100644
index 0000000..95a7fe2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/direct_url.json
@@ -0,0 +1 @@
+{"archive_info": {"hash": "sha256=87f44875f2804bc0511a69ce44a9595d5944837a62caecc8490bbdb0e18b1342"}, "url": "https://files.pythonhosted.org/packages/af/d6/248ad502c6049011e7851e1474dd0a58175895388bed15f7f67dcb9187d9/aiohttp-3.8.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"}
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/top_level.txt
new file mode 120000
index 0000000..f24d800
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp-3.8.3.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/8a/ff/89/21a69c99397e852868dd09a985c2a76d1458c75b2de3bca3cffd7bf11a
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new file mode 120000
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1a/81/72/f8a02bb4edee9e13b922ea2c32773ec30731ef2a1f559a768098bf9ff6
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diff --git a/venv/lib/python3.8/site-packages/aiohttp/.hash/_find_header.pxd.hash b/venv/lib/python3.8/site-packages/aiohttp/.hash/_find_header.pxd.hash
new file mode 120000
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new file mode 120000
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new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/aiohttp/.hash/_http_parser.pyx.hash b/venv/lib/python3.8/site-packages/aiohttp/.hash/_http_parser.pyx.hash
new file mode 100644
index 0000000..7a414c4
--- /dev/null
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@@ -0,0 +1 @@
+d6edfcfc44b0e55812a9a8f1d669c674ee87aa4d28bfd3f1785ade1eae24b683  /home/runner/work/aiohttp/aiohttp/aiohttp/_http_parser.pyx
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new file mode 120000
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new file mode 120000
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new file mode 120000
index 0000000..f8dccee
--- /dev/null
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diff --git a/venv/lib/python3.8/site-packages/aiohttp/__init__.py b/venv/lib/python3.8/site-packages/aiohttp/__init__.py
new file mode 100644
index 0000000..b407fec
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/__init__.py
@@ -0,0 +1,216 @@
+__version__ = "3.8.3"
+
+from typing import Tuple
+
+from . import hdrs as hdrs
+from .client import (
+    BaseConnector as BaseConnector,
+    ClientConnectionError as ClientConnectionError,
+    ClientConnectorCertificateError as ClientConnectorCertificateError,
+    ClientConnectorError as ClientConnectorError,
+    ClientConnectorSSLError as ClientConnectorSSLError,
+    ClientError as ClientError,
+    ClientHttpProxyError as ClientHttpProxyError,
+    ClientOSError as ClientOSError,
+    ClientPayloadError as ClientPayloadError,
+    ClientProxyConnectionError as ClientProxyConnectionError,
+    ClientRequest as ClientRequest,
+    ClientResponse as ClientResponse,
+    ClientResponseError as ClientResponseError,
+    ClientSession as ClientSession,
+    ClientSSLError as ClientSSLError,
+    ClientTimeout as ClientTimeout,
+    ClientWebSocketResponse as ClientWebSocketResponse,
+    ContentTypeError as ContentTypeError,
+    Fingerprint as Fingerprint,
+    InvalidURL as InvalidURL,
+    NamedPipeConnector as NamedPipeConnector,
+    RequestInfo as RequestInfo,
+    ServerConnectionError as ServerConnectionError,
+    ServerDisconnectedError as ServerDisconnectedError,
+    ServerFingerprintMismatch as ServerFingerprintMismatch,
+    ServerTimeoutError as ServerTimeoutError,
+    TCPConnector as TCPConnector,
+    TooManyRedirects as TooManyRedirects,
+    UnixConnector as UnixConnector,
+    WSServerHandshakeError as WSServerHandshakeError,
+    request as request,
+)
+from .cookiejar import CookieJar as CookieJar, DummyCookieJar as DummyCookieJar
+from .formdata import FormData as FormData
+from .helpers import BasicAuth, ChainMapProxy, ETag
+from .http import (
+    HttpVersion as HttpVersion,
+    HttpVersion10 as HttpVersion10,
+    HttpVersion11 as HttpVersion11,
+    WebSocketError as WebSocketError,
+    WSCloseCode as WSCloseCode,
+    WSMessage as WSMessage,
+    WSMsgType as WSMsgType,
+)
+from .multipart import (
+    BadContentDispositionHeader as BadContentDispositionHeader,
+    BadContentDispositionParam as BadContentDispositionParam,
+    BodyPartReader as BodyPartReader,
+    MultipartReader as MultipartReader,
+    MultipartWriter as MultipartWriter,
+    content_disposition_filename as content_disposition_filename,
+    parse_content_disposition as parse_content_disposition,
+)
+from .payload import (
+    PAYLOAD_REGISTRY as PAYLOAD_REGISTRY,
+    AsyncIterablePayload as AsyncIterablePayload,
+    BufferedReaderPayload as BufferedReaderPayload,
+    BytesIOPayload as BytesIOPayload,
+    BytesPayload as BytesPayload,
+    IOBasePayload as IOBasePayload,
+    JsonPayload as JsonPayload,
+    Payload as Payload,
+    StringIOPayload as StringIOPayload,
+    StringPayload as StringPayload,
+    TextIOPayload as TextIOPayload,
+    get_payload as get_payload,
+    payload_type as payload_type,
+)
+from .payload_streamer import streamer as streamer
+from .resolver import (
+    AsyncResolver as AsyncResolver,
+    DefaultResolver as DefaultResolver,
+    ThreadedResolver as ThreadedResolver,
+)
+from .streams import (
+    EMPTY_PAYLOAD as EMPTY_PAYLOAD,
+    DataQueue as DataQueue,
+    EofStream as EofStream,
+    FlowControlDataQueue as FlowControlDataQueue,
+    StreamReader as StreamReader,
+)
+from .tracing import (
+    TraceConfig as TraceConfig,
+    TraceConnectionCreateEndParams as TraceConnectionCreateEndParams,
+    TraceConnectionCreateStartParams as TraceConnectionCreateStartParams,
+    TraceConnectionQueuedEndParams as TraceConnectionQueuedEndParams,
+    TraceConnectionQueuedStartParams as TraceConnectionQueuedStartParams,
+    TraceConnectionReuseconnParams as TraceConnectionReuseconnParams,
+    TraceDnsCacheHitParams as TraceDnsCacheHitParams,
+    TraceDnsCacheMissParams as TraceDnsCacheMissParams,
+    TraceDnsResolveHostEndParams as TraceDnsResolveHostEndParams,
+    TraceDnsResolveHostStartParams as TraceDnsResolveHostStartParams,
+    TraceRequestChunkSentParams as TraceRequestChunkSentParams,
+    TraceRequestEndParams as TraceRequestEndParams,
+    TraceRequestExceptionParams as TraceRequestExceptionParams,
+    TraceRequestRedirectParams as TraceRequestRedirectParams,
+    TraceRequestStartParams as TraceRequestStartParams,
+    TraceResponseChunkReceivedParams as TraceResponseChunkReceivedParams,
+)
+
+__all__: Tuple[str, ...] = (
+    "hdrs",
+    # client
+    "BaseConnector",
+    "ClientConnectionError",
+    "ClientConnectorCertificateError",
+    "ClientConnectorError",
+    "ClientConnectorSSLError",
+    "ClientError",
+    "ClientHttpProxyError",
+    "ClientOSError",
+    "ClientPayloadError",
+    "ClientProxyConnectionError",
+    "ClientResponse",
+    "ClientRequest",
+    "ClientResponseError",
+    "ClientSSLError",
+    "ClientSession",
+    "ClientTimeout",
+    "ClientWebSocketResponse",
+    "ContentTypeError",
+    "Fingerprint",
+    "InvalidURL",
+    "RequestInfo",
+    "ServerConnectionError",
+    "ServerDisconnectedError",
+    "ServerFingerprintMismatch",
+    "ServerTimeoutError",
+    "TCPConnector",
+    "TooManyRedirects",
+    "UnixConnector",
+    "NamedPipeConnector",
+    "WSServerHandshakeError",
+    "request",
+    # cookiejar
+    "CookieJar",
+    "DummyCookieJar",
+    # formdata
+    "FormData",
+    # helpers
+    "BasicAuth",
+    "ChainMapProxy",
+    "ETag",
+    # http
+    "HttpVersion",
+    "HttpVersion10",
+    "HttpVersion11",
+    "WSMsgType",
+    "WSCloseCode",
+    "WSMessage",
+    "WebSocketError",
+    # multipart
+    "BadContentDispositionHeader",
+    "BadContentDispositionParam",
+    "BodyPartReader",
+    "MultipartReader",
+    "MultipartWriter",
+    "content_disposition_filename",
+    "parse_content_disposition",
+    # payload
+    "AsyncIterablePayload",
+    "BufferedReaderPayload",
+    "BytesIOPayload",
+    "BytesPayload",
+    "IOBasePayload",
+    "JsonPayload",
+    "PAYLOAD_REGISTRY",
+    "Payload",
+    "StringIOPayload",
+    "StringPayload",
+    "TextIOPayload",
+    "get_payload",
+    "payload_type",
+    # payload_streamer
+    "streamer",
+    # resolver
+    "AsyncResolver",
+    "DefaultResolver",
+    "ThreadedResolver",
+    # streams
+    "DataQueue",
+    "EMPTY_PAYLOAD",
+    "EofStream",
+    "FlowControlDataQueue",
+    "StreamReader",
+    # tracing
+    "TraceConfig",
+    "TraceConnectionCreateEndParams",
+    "TraceConnectionCreateStartParams",
+    "TraceConnectionQueuedEndParams",
+    "TraceConnectionQueuedStartParams",
+    "TraceConnectionReuseconnParams",
+    "TraceDnsCacheHitParams",
+    "TraceDnsCacheMissParams",
+    "TraceDnsResolveHostEndParams",
+    "TraceDnsResolveHostStartParams",
+    "TraceRequestChunkSentParams",
+    "TraceRequestEndParams",
+    "TraceRequestExceptionParams",
+    "TraceRequestRedirectParams",
+    "TraceRequestStartParams",
+    "TraceResponseChunkReceivedParams",
+)
+
+try:
+    from .worker import GunicornUVLoopWebWorker, GunicornWebWorker
+
+    __all__ += ("GunicornWebWorker", "GunicornUVLoopWebWorker")
+except ImportError:  # pragma: no cover
+    pass
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+#cython: language_level=3
+#
+# Based on https://github.com/MagicStack/httptools
+#
+from __future__ import absolute_import, print_function
+
+from cpython cimport (
+    Py_buffer,
+    PyBUF_SIMPLE,
+    PyBuffer_Release,
+    PyBytes_AsString,
+    PyBytes_AsStringAndSize,
+    PyObject_GetBuffer,
+)
+from cpython.mem cimport PyMem_Free, PyMem_Malloc
+from libc.limits cimport ULLONG_MAX
+from libc.string cimport memcpy
+
+from multidict import CIMultiDict as _CIMultiDict, CIMultiDictProxy as _CIMultiDictProxy
+from yarl import URL as _URL
+
+from aiohttp import hdrs
+
+from .http_exceptions import (
+    BadHttpMessage,
+    BadStatusLine,
+    ContentLengthError,
+    InvalidHeader,
+    InvalidURLError,
+    LineTooLong,
+    PayloadEncodingError,
+    TransferEncodingError,
+)
+from .http_parser import DeflateBuffer as _DeflateBuffer
+from .http_writer import (
+    HttpVersion as _HttpVersion,
+    HttpVersion10 as _HttpVersion10,
+    HttpVersion11 as _HttpVersion11,
+)
+from .streams import EMPTY_PAYLOAD as _EMPTY_PAYLOAD, StreamReader as _StreamReader
+
+cimport cython
+
+from aiohttp cimport _cparser as cparser
+
+include "_headers.pxi"
+
+from aiohttp cimport _find_header
+
+DEF DEFAULT_FREELIST_SIZE = 250
+
+cdef extern from "Python.h":
+    int PyByteArray_Resize(object, Py_ssize_t) except -1
+    Py_ssize_t PyByteArray_Size(object) except -1
+    char* PyByteArray_AsString(object)
+
+__all__ = ('HttpRequestParser', 'HttpResponseParser',
+           'RawRequestMessage', 'RawResponseMessage')
+
+cdef object URL = _URL
+cdef object URL_build = URL.build
+cdef object CIMultiDict = _CIMultiDict
+cdef object CIMultiDictProxy = _CIMultiDictProxy
+cdef object HttpVersion = _HttpVersion
+cdef object HttpVersion10 = _HttpVersion10
+cdef object HttpVersion11 = _HttpVersion11
+cdef object SEC_WEBSOCKET_KEY1 = hdrs.SEC_WEBSOCKET_KEY1
+cdef object CONTENT_ENCODING = hdrs.CONTENT_ENCODING
+cdef object EMPTY_PAYLOAD = _EMPTY_PAYLOAD
+cdef object StreamReader = _StreamReader
+cdef object DeflateBuffer = _DeflateBuffer
+
+
+cdef inline object extend(object buf, const char* at, size_t length):
+    cdef Py_ssize_t s
+    cdef char* ptr
+    s = PyByteArray_Size(buf)
+    PyByteArray_Resize(buf, s + length)
+    ptr = PyByteArray_AsString(buf)
+    memcpy(ptr + s, at, length)
+
+
+DEF METHODS_COUNT = 46;
+
+cdef list _http_method = []
+
+for i in range(METHODS_COUNT):
+    _http_method.append(
+        cparser.llhttp_method_name(<cparser.llhttp_method_t> i).decode('ascii'))
+
+
+cdef inline str http_method_str(int i):
+    if i < METHODS_COUNT:
+        return <str>_http_method[i]
+    else:
+        return "<unknown>"
+
+cdef inline object find_header(bytes raw_header):
+    cdef Py_ssize_t size
+    cdef char *buf
+    cdef int idx
+    PyBytes_AsStringAndSize(raw_header, &buf, &size)
+    idx = _find_header.find_header(buf, size)
+    if idx == -1:
+        return raw_header.decode('utf-8', 'surrogateescape')
+    return headers[idx]
+
+
+@cython.freelist(DEFAULT_FREELIST_SIZE)
+cdef class RawRequestMessage:
+    cdef readonly str method
+    cdef readonly str path
+    cdef readonly object version  # HttpVersion
+    cdef readonly object headers  # CIMultiDict
+    cdef readonly object raw_headers  # tuple
+    cdef readonly object should_close
+    cdef readonly object compression
+    cdef readonly object upgrade
+    cdef readonly object chunked
+    cdef readonly object url  # yarl.URL
+
+    def __init__(self, method, path, version, headers, raw_headers,
+                 should_close, compression, upgrade, chunked, url):
+        self.method = method
+        self.path = path
+        self.version = version
+        self.headers = headers
+        self.raw_headers = raw_headers
+        self.should_close = should_close
+        self.compression = compression
+        self.upgrade = upgrade
+        self.chunked = chunked
+        self.url = url
+
+    def __repr__(self):
+        info = []
+        info.append(("method", self.method))
+        info.append(("path", self.path))
+        info.append(("version", self.version))
+        info.append(("headers", self.headers))
+        info.append(("raw_headers", self.raw_headers))
+        info.append(("should_close", self.should_close))
+        info.append(("compression", self.compression))
+        info.append(("upgrade", self.upgrade))
+        info.append(("chunked", self.chunked))
+        info.append(("url", self.url))
+        sinfo = ', '.join(name + '=' + repr(val) for name, val in info)
+        return '<RawRequestMessage(' + sinfo + ')>'
+
+    def _replace(self, **dct):
+        cdef RawRequestMessage ret
+        ret = _new_request_message(self.method,
+                                   self.path,
+                                   self.version,
+                                   self.headers,
+                                   self.raw_headers,
+                                   self.should_close,
+                                   self.compression,
+                                   self.upgrade,
+                                   self.chunked,
+                                   self.url)
+        if "method" in dct:
+            ret.method = dct["method"]
+        if "path" in dct:
+            ret.path = dct["path"]
+        if "version" in dct:
+            ret.version = dct["version"]
+        if "headers" in dct:
+            ret.headers = dct["headers"]
+        if "raw_headers" in dct:
+            ret.raw_headers = dct["raw_headers"]
+        if "should_close" in dct:
+            ret.should_close = dct["should_close"]
+        if "compression" in dct:
+            ret.compression = dct["compression"]
+        if "upgrade" in dct:
+            ret.upgrade = dct["upgrade"]
+        if "chunked" in dct:
+            ret.chunked = dct["chunked"]
+        if "url" in dct:
+            ret.url = dct["url"]
+        return ret
+
+cdef _new_request_message(str method,
+                           str path,
+                           object version,
+                           object headers,
+                           object raw_headers,
+                           bint should_close,
+                           object compression,
+                           bint upgrade,
+                           bint chunked,
+                           object url):
+    cdef RawRequestMessage ret
+    ret = RawRequestMessage.__new__(RawRequestMessage)
+    ret.method = method
+    ret.path = path
+    ret.version = version
+    ret.headers = headers
+    ret.raw_headers = raw_headers
+    ret.should_close = should_close
+    ret.compression = compression
+    ret.upgrade = upgrade
+    ret.chunked = chunked
+    ret.url = url
+    return ret
+
+
+@cython.freelist(DEFAULT_FREELIST_SIZE)
+cdef class RawResponseMessage:
+    cdef readonly object version  # HttpVersion
+    cdef readonly int code
+    cdef readonly str reason
+    cdef readonly object headers  # CIMultiDict
+    cdef readonly object raw_headers  # tuple
+    cdef readonly object should_close
+    cdef readonly object compression
+    cdef readonly object upgrade
+    cdef readonly object chunked
+
+    def __init__(self, version, code, reason, headers, raw_headers,
+                 should_close, compression, upgrade, chunked):
+        self.version = version
+        self.code = code
+        self.reason = reason
+        self.headers = headers
+        self.raw_headers = raw_headers
+        self.should_close = should_close
+        self.compression = compression
+        self.upgrade = upgrade
+        self.chunked = chunked
+
+    def __repr__(self):
+        info = []
+        info.append(("version", self.version))
+        info.append(("code", self.code))
+        info.append(("reason", self.reason))
+        info.append(("headers", self.headers))
+        info.append(("raw_headers", self.raw_headers))
+        info.append(("should_close", self.should_close))
+        info.append(("compression", self.compression))
+        info.append(("upgrade", self.upgrade))
+        info.append(("chunked", self.chunked))
+        sinfo = ', '.join(name + '=' + repr(val) for name, val in info)
+        return '<RawResponseMessage(' + sinfo + ')>'
+
+
+cdef _new_response_message(object version,
+                           int code,
+                           str reason,
+                           object headers,
+                           object raw_headers,
+                           bint should_close,
+                           object compression,
+                           bint upgrade,
+                           bint chunked):
+    cdef RawResponseMessage ret
+    ret = RawResponseMessage.__new__(RawResponseMessage)
+    ret.version = version
+    ret.code = code
+    ret.reason = reason
+    ret.headers = headers
+    ret.raw_headers = raw_headers
+    ret.should_close = should_close
+    ret.compression = compression
+    ret.upgrade = upgrade
+    ret.chunked = chunked
+    return ret
+
+
+@cython.internal
+cdef class HttpParser:
+
+    cdef:
+        cparser.llhttp_t* _cparser
+        cparser.llhttp_settings_t* _csettings
+
+        bytearray _raw_name
+        bytearray _raw_value
+        bint      _has_value
+
+        object _protocol
+        object _loop
+        object _timer
+
+        size_t _max_line_size
+        size_t _max_field_size
+        size_t _max_headers
+        bint _response_with_body
+        bint _read_until_eof
+
+        bint    _started
+        object  _url
+        bytearray   _buf
+        str     _path
+        str     _reason
+        object  _headers
+        list    _raw_headers
+        bint    _upgraded
+        list    _messages
+        object  _payload
+        bint    _payload_error
+        object  _payload_exception
+        object  _last_error
+        bint    _auto_decompress
+        int     _limit
+
+        str     _content_encoding
+
+        Py_buffer py_buf
+
+    def __cinit__(self):
+        self._cparser = <cparser.llhttp_t*> \
+                                PyMem_Malloc(sizeof(cparser.llhttp_t))
+        if self._cparser is NULL:
+            raise MemoryError()
+
+        self._csettings = <cparser.llhttp_settings_t*> \
+                                PyMem_Malloc(sizeof(cparser.llhttp_settings_t))
+        if self._csettings is NULL:
+            raise MemoryError()
+
+    def __dealloc__(self):
+        PyMem_Free(self._cparser)
+        PyMem_Free(self._csettings)
+
+    cdef _init(
+        self, cparser.llhttp_type mode,
+        object protocol, object loop, int limit,
+        object timer=None,
+        size_t max_line_size=8190, size_t max_headers=32768,
+        size_t max_field_size=8190, payload_exception=None,
+        bint response_with_body=True, bint read_until_eof=False,
+        bint auto_decompress=True,
+    ):
+        cparser.llhttp_settings_init(self._csettings)
+        cparser.llhttp_init(self._cparser, mode, self._csettings)
+        self._cparser.data = <void*>self
+        self._cparser.content_length = 0
+
+        self._protocol = protocol
+        self._loop = loop
+        self._timer = timer
+
+        self._buf = bytearray()
+        self._payload = None
+        self._payload_error = 0
+        self._payload_exception = payload_exception
+        self._messages = []
+
+        self._raw_name = bytearray()
+        self._raw_value = bytearray()
+        self._has_value = False
+
+        self._max_line_size = max_line_size
+        self._max_headers = max_headers
+        self._max_field_size = max_field_size
+        self._response_with_body = response_with_body
+        self._read_until_eof = read_until_eof
+        self._upgraded = False
+        self._auto_decompress = auto_decompress
+        self._content_encoding = None
+
+        self._csettings.on_url = cb_on_url
+        self._csettings.on_status = cb_on_status
+        self._csettings.on_header_field = cb_on_header_field
+        self._csettings.on_header_value = cb_on_header_value
+        self._csettings.on_headers_complete = cb_on_headers_complete
+        self._csettings.on_body = cb_on_body
+        self._csettings.on_message_begin = cb_on_message_begin
+        self._csettings.on_message_complete = cb_on_message_complete
+        self._csettings.on_chunk_header = cb_on_chunk_header
+        self._csettings.on_chunk_complete = cb_on_chunk_complete
+
+        self._last_error = None
+        self._limit = limit
+
+    cdef _process_header(self):
+        if self._raw_name:
+            raw_name = bytes(self._raw_name)
+            raw_value = bytes(self._raw_value)
+
+            name = find_header(raw_name)
+            value = raw_value.decode('utf-8', 'surrogateescape')
+
+            self._headers.add(name, value)
+
+            if name is CONTENT_ENCODING:
+                self._content_encoding = value
+
+            PyByteArray_Resize(self._raw_name, 0)
+            PyByteArray_Resize(self._raw_value, 0)
+            self._has_value = False
+            self._raw_headers.append((raw_name, raw_value))
+
+    cdef _on_header_field(self, char* at, size_t length):
+        cdef Py_ssize_t size
+        cdef char *buf
+        if self._has_value:
+            self._process_header()
+
+        size = PyByteArray_Size(self._raw_name)
+        PyByteArray_Resize(self._raw_name, size + length)
+        buf = PyByteArray_AsString(self._raw_name)
+        memcpy(buf + size, at, length)
+
+    cdef _on_header_value(self, char* at, size_t length):
+        cdef Py_ssize_t size
+        cdef char *buf
+
+        size = PyByteArray_Size(self._raw_value)
+        PyByteArray_Resize(self._raw_value, size + length)
+        buf = PyByteArray_AsString(self._raw_value)
+        memcpy(buf + size, at, length)
+        self._has_value = True
+
+    cdef _on_headers_complete(self):
+        self._process_header()
+
+        method = http_method_str(self._cparser.method)
+        should_close = not cparser.llhttp_should_keep_alive(self._cparser)
+        upgrade = self._cparser.upgrade
+        chunked = self._cparser.flags & cparser.F_CHUNKED
+
+        raw_headers = tuple(self._raw_headers)
+        headers = CIMultiDictProxy(self._headers)
+
+        if upgrade or self._cparser.method == cparser.HTTP_CONNECT:
+            self._upgraded = True
+
+        # do not support old websocket spec
+        if SEC_WEBSOCKET_KEY1 in headers:
+            raise InvalidHeader(SEC_WEBSOCKET_KEY1)
+
+        encoding = None
+        enc = self._content_encoding
+        if enc is not None:
+            self._content_encoding = None
+            enc = enc.lower()
+            if enc in ('gzip', 'deflate', 'br'):
+                encoding = enc
+
+        if self._cparser.type == cparser.HTTP_REQUEST:
+            msg = _new_request_message(
+                method, self._path,
+                self.http_version(), headers, raw_headers,
+                should_close, encoding, upgrade, chunked, self._url)
+        else:
+            msg = _new_response_message(
+                self.http_version(), self._cparser.status_code, self._reason,
+                headers, raw_headers, should_close, encoding,
+                upgrade, chunked)
+
+        if (
+            ULLONG_MAX > self._cparser.content_length > 0 or chunked or
+            self._cparser.method == cparser.HTTP_CONNECT or
+            (self._cparser.status_code >= 199 and
+             self._cparser.content_length == 0 and
+             self._read_until_eof)
+        ):
+            payload = StreamReader(
+                self._protocol, timer=self._timer, loop=self._loop,
+                limit=self._limit)
+        else:
+            payload = EMPTY_PAYLOAD
+
+        self._payload = payload
+        if encoding is not None and self._auto_decompress:
+            self._payload = DeflateBuffer(payload, encoding)
+
+        if not self._response_with_body:
+            payload = EMPTY_PAYLOAD
+
+        self._messages.append((msg, payload))
+
+    cdef _on_message_complete(self):
+        self._payload.feed_eof()
+        self._payload = None
+
+    cdef _on_chunk_header(self):
+        self._payload.begin_http_chunk_receiving()
+
+    cdef _on_chunk_complete(self):
+        self._payload.end_http_chunk_receiving()
+
+    cdef object _on_status_complete(self):
+        pass
+
+    cdef inline http_version(self):
+        cdef cparser.llhttp_t* parser = self._cparser
+
+        if parser.http_major == 1:
+            if parser.http_minor == 0:
+                return HttpVersion10
+            elif parser.http_minor == 1:
+                return HttpVersion11
+
+        return HttpVersion(parser.http_major, parser.http_minor)
+
+    ### Public API ###
+
+    def feed_eof(self):
+        cdef bytes desc
+
+        if self._payload is not None:
+            if self._cparser.flags & cparser.F_CHUNKED:
+                raise TransferEncodingError(
+                    "Not enough data for satisfy transfer length header.")
+            elif self._cparser.flags & cparser.F_CONTENT_LENGTH:
+                raise ContentLengthError(
+                    "Not enough data for satisfy content length header.")
+            elif cparser.llhttp_get_errno(self._cparser) != cparser.HPE_OK:
+                desc = cparser.llhttp_get_error_reason(self._cparser)
+                raise PayloadEncodingError(desc.decode('latin-1'))
+            else:
+                self._payload.feed_eof()
+        elif self._started:
+            self._on_headers_complete()
+            if self._messages:
+                return self._messages[-1][0]
+
+    def feed_data(self, data):
+        cdef:
+            size_t data_len
+            size_t nb
+            cdef cparser.llhttp_errno_t errno
+
+        PyObject_GetBuffer(data, &self.py_buf, PyBUF_SIMPLE)
+        data_len = <size_t>self.py_buf.len
+
+        errno = cparser.llhttp_execute(
+            self._cparser,
+            <char*>self.py_buf.buf,
+            data_len)
+
+        if errno is cparser.HPE_PAUSED_UPGRADE:
+            cparser.llhttp_resume_after_upgrade(self._cparser)
+
+            nb = cparser.llhttp_get_error_pos(self._cparser) - <char*>self.py_buf.buf
+
+        PyBuffer_Release(&self.py_buf)
+
+        if errno not in (cparser.HPE_OK, cparser.HPE_PAUSED_UPGRADE):
+            if self._payload_error == 0:
+                if self._last_error is not None:
+                    ex = self._last_error
+                    self._last_error = None
+                else:
+                    ex = parser_error_from_errno(self._cparser)
+                self._payload = None
+                raise ex
+
+        if self._messages:
+            messages = self._messages
+            self._messages = []
+        else:
+            messages = ()
+
+        if self._upgraded:
+            return messages, True, data[nb:]
+        else:
+            return messages, False, b''
+
+    def set_upgraded(self, val):
+        self._upgraded = val
+
+
+cdef class HttpRequestParser(HttpParser):
+
+    def __init__(
+        self, protocol, loop, int limit, timer=None,
+        size_t max_line_size=8190, size_t max_headers=32768,
+        size_t max_field_size=8190, payload_exception=None,
+        bint response_with_body=True, bint read_until_eof=False,
+        bint auto_decompress=True,
+    ):
+        self._init(cparser.HTTP_REQUEST, protocol, loop, limit, timer,
+                   max_line_size, max_headers, max_field_size,
+                   payload_exception, response_with_body, read_until_eof,
+                   auto_decompress)
+
+    cdef object _on_status_complete(self):
+        cdef int idx1, idx2
+        if not self._buf:
+            return
+        self._path = self._buf.decode('utf-8', 'surrogateescape')
+        try:
+            idx3 = len(self._path)
+            if self._cparser.method == cparser.HTTP_CONNECT:
+                # authority-form,
+                # https://datatracker.ietf.org/doc/html/rfc7230#section-5.3.3
+                self._url = URL.build(authority=self._path, encoded=True)
+            elif idx3 > 1 and self._path[0] == '/':
+                # origin-form,
+                # https://datatracker.ietf.org/doc/html/rfc7230#section-5.3.1
+                idx1 = self._path.find("?")
+                if idx1 == -1:
+                    query = ""
+                    idx2 = self._path.find("#")
+                    if idx2 == -1:
+                        path = self._path
+                        fragment = ""
+                    else:
+                        path = self._path[0: idx2]
+                        fragment = self._path[idx2+1:]
+
+                else:
+                    path = self._path[0:idx1]
+                    idx1 += 1
+                    idx2 = self._path.find("#", idx1+1)
+                    if idx2 == -1:
+                        query = self._path[idx1:]
+                        fragment = ""
+                    else:
+                        query = self._path[idx1: idx2]
+                        fragment = self._path[idx2+1:]
+
+                self._url = URL.build(
+                    path=path,
+                    query_string=query,
+                    fragment=fragment,
+                    encoded=True,
+                )
+            else:
+                # absolute-form for proxy maybe,
+                # https://datatracker.ietf.org/doc/html/rfc7230#section-5.3.2
+                self._url = URL(self._path, encoded=True)
+        finally:
+            PyByteArray_Resize(self._buf, 0)
+
+
+cdef class HttpResponseParser(HttpParser):
+
+    def __init__(
+        self, protocol, loop, int limit, timer=None,
+            size_t max_line_size=8190, size_t max_headers=32768,
+            size_t max_field_size=8190, payload_exception=None,
+            bint response_with_body=True, bint read_until_eof=False,
+            bint auto_decompress=True
+    ):
+        self._init(cparser.HTTP_RESPONSE, protocol, loop, limit, timer,
+                   max_line_size, max_headers, max_field_size,
+                   payload_exception, response_with_body, read_until_eof,
+                   auto_decompress)
+
+    cdef object _on_status_complete(self):
+        if self._buf:
+            self._reason = self._buf.decode('utf-8', 'surrogateescape')
+            PyByteArray_Resize(self._buf, 0)
+        else:
+            self._reason = self._reason or ''
+
+cdef int cb_on_message_begin(cparser.llhttp_t* parser) except -1:
+    cdef HttpParser pyparser = <HttpParser>parser.data
+
+    pyparser._started = True
+    pyparser._headers = CIMultiDict()
+    pyparser._raw_headers = []
+    PyByteArray_Resize(pyparser._buf, 0)
+    pyparser._path = None
+    pyparser._reason = None
+    return 0
+
+
+cdef int cb_on_url(cparser.llhttp_t* parser,
+                   const char *at, size_t length) except -1:
+    cdef HttpParser pyparser = <HttpParser>parser.data
+    try:
+        if length > pyparser._max_line_size:
+            raise LineTooLong(
+                'Status line is too long', pyparser._max_line_size, length)
+        extend(pyparser._buf, at, length)
+    except BaseException as ex:
+        pyparser._last_error = ex
+        return -1
+    else:
+        return 0
+
+
+cdef int cb_on_status(cparser.llhttp_t* parser,
+                      const char *at, size_t length) except -1:
+    cdef HttpParser pyparser = <HttpParser>parser.data
+    cdef str reason
+    try:
+        if length > pyparser._max_line_size:
+            raise LineTooLong(
+                'Status line is too long', pyparser._max_line_size, length)
+        extend(pyparser._buf, at, length)
+    except BaseException as ex:
+        pyparser._last_error = ex
+        return -1
+    else:
+        return 0
+
+
+cdef int cb_on_header_field(cparser.llhttp_t* parser,
+                            const char *at, size_t length) except -1:
+    cdef HttpParser pyparser = <HttpParser>parser.data
+    cdef Py_ssize_t size
+    try:
+        pyparser._on_status_complete()
+        size = len(pyparser._raw_name) + length
+        if size > pyparser._max_field_size:
+            raise LineTooLong(
+                'Header name is too long', pyparser._max_field_size, size)
+        pyparser._on_header_field(at, length)
+    except BaseException as ex:
+        pyparser._last_error = ex
+        return -1
+    else:
+        return 0
+
+
+cdef int cb_on_header_value(cparser.llhttp_t* parser,
+                            const char *at, size_t length) except -1:
+    cdef HttpParser pyparser = <HttpParser>parser.data
+    cdef Py_ssize_t size
+    try:
+        size = len(pyparser._raw_value) + length
+        if size > pyparser._max_field_size:
+            raise LineTooLong(
+                'Header value is too long', pyparser._max_field_size, size)
+        pyparser._on_header_value(at, length)
+    except BaseException as ex:
+        pyparser._last_error = ex
+        return -1
+    else:
+        return 0
+
+
+cdef int cb_on_headers_complete(cparser.llhttp_t* parser) except -1:
+    cdef HttpParser pyparser = <HttpParser>parser.data
+    try:
+        pyparser._on_status_complete()
+        pyparser._on_headers_complete()
+    except BaseException as exc:
+        pyparser._last_error = exc
+        return -1
+    else:
+        if (
+            pyparser._cparser.upgrade or
+            pyparser._cparser.method == cparser.HTTP_CONNECT
+        ):
+            return 2
+        else:
+            return 0
+
+
+cdef int cb_on_body(cparser.llhttp_t* parser,
+                    const char *at, size_t length) except -1:
+    cdef HttpParser pyparser = <HttpParser>parser.data
+    cdef bytes body = at[:length]
+    try:
+        pyparser._payload.feed_data(body, length)
+    except BaseException as exc:
+        if pyparser._payload_exception is not None:
+            pyparser._payload.set_exception(pyparser._payload_exception(str(exc)))
+        else:
+            pyparser._payload.set_exception(exc)
+        pyparser._payload_error = 1
+        return -1
+    else:
+        return 0
+
+
+cdef int cb_on_message_complete(cparser.llhttp_t* parser) except -1:
+    cdef HttpParser pyparser = <HttpParser>parser.data
+    try:
+        pyparser._started = False
+        pyparser._on_message_complete()
+    except BaseException as exc:
+        pyparser._last_error = exc
+        return -1
+    else:
+        return 0
+
+
+cdef int cb_on_chunk_header(cparser.llhttp_t* parser) except -1:
+    cdef HttpParser pyparser = <HttpParser>parser.data
+    try:
+        pyparser._on_chunk_header()
+    except BaseException as exc:
+        pyparser._last_error = exc
+        return -1
+    else:
+        return 0
+
+
+cdef int cb_on_chunk_complete(cparser.llhttp_t* parser) except -1:
+    cdef HttpParser pyparser = <HttpParser>parser.data
+    try:
+        pyparser._on_chunk_complete()
+    except BaseException as exc:
+        pyparser._last_error = exc
+        return -1
+    else:
+        return 0
+
+
+cdef parser_error_from_errno(cparser.llhttp_t* parser):
+    cdef cparser.llhttp_errno_t errno = cparser.llhttp_get_errno(parser)
+    cdef bytes desc = cparser.llhttp_get_error_reason(parser)
+
+    if errno in (cparser.HPE_CB_MESSAGE_BEGIN,
+                 cparser.HPE_CB_HEADERS_COMPLETE,
+                 cparser.HPE_CB_MESSAGE_COMPLETE,
+                 cparser.HPE_CB_CHUNK_HEADER,
+                 cparser.HPE_CB_CHUNK_COMPLETE,
+                 cparser.HPE_INVALID_CONSTANT,
+                 cparser.HPE_INVALID_HEADER_TOKEN,
+                 cparser.HPE_INVALID_CONTENT_LENGTH,
+                 cparser.HPE_INVALID_CHUNK_SIZE,
+                 cparser.HPE_INVALID_EOF_STATE,
+                 cparser.HPE_INVALID_TRANSFER_ENCODING):
+        cls = BadHttpMessage
+
+    elif errno == cparser.HPE_INVALID_STATUS:
+        cls = BadStatusLine
+
+    elif errno == cparser.HPE_INVALID_METHOD:
+        cls = BadStatusLine
+
+    elif errno == cparser.HPE_INVALID_VERSION:
+        cls = BadStatusLine
+
+    elif errno == cparser.HPE_INVALID_URL:
+        cls = InvalidURLError
+
+    else:
+        cls = BadHttpMessage
+
+    return cls(desc.decode('latin-1'))
diff --git a/venv/lib/python3.8/site-packages/aiohttp/_http_writer.cpython-38-x86_64-linux-gnu.so b/venv/lib/python3.8/site-packages/aiohttp/_http_writer.cpython-38-x86_64-linux-gnu.so
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new file mode 120000
index 0000000..d804b12
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+++ b/venv/lib/python3.8/site-packages/aiohttp/_http_writer.pyx
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/68/81/c0/a7c838655e646c645d99971efaf5e310bc3633a7c62b226e39d81842ac
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiohttp/_websocket.cpython-38-x86_64-linux-gnu.so b/venv/lib/python3.8/site-packages/aiohttp/_websocket.cpython-38-x86_64-linux-gnu.so
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+++ b/venv/lib/python3.8/site-packages/aiohttp/_websocket.pyx
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d5/7b/8e/48d0c26f20ebcc5e6e300da2b2a6aeb12b3c9768d64cb0e53432ccf48a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiohttp/abc.py b/venv/lib/python3.8/site-packages/aiohttp/abc.py
new file mode 100644
index 0000000..44a3bda
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/abc.py
@@ -0,0 +1,207 @@
+import asyncio
+import logging
+from abc import ABC, abstractmethod
+from collections.abc import Sized
+from http.cookies import BaseCookie, Morsel
+from typing import (
+    TYPE_CHECKING,
+    Any,
+    Awaitable,
+    Callable,
+    Dict,
+    Generator,
+    Iterable,
+    List,
+    Optional,
+    Tuple,
+)
+
+from multidict import CIMultiDict
+from yarl import URL
+
+from .helpers import get_running_loop
+from .typedefs import LooseCookies
+
+if TYPE_CHECKING:  # pragma: no cover
+    from .web_app import Application
+    from .web_exceptions import HTTPException
+    from .web_request import BaseRequest, Request
+    from .web_response import StreamResponse
+else:
+    BaseRequest = Request = Application = StreamResponse = None
+    HTTPException = None
+
+
+class AbstractRouter(ABC):
+    def __init__(self) -> None:
+        self._frozen = False
+
+    def post_init(self, app: Application) -> None:
+        """Post init stage.
+
+        Not an abstract method for sake of backward compatibility,
+        but if the router wants to be aware of the application
+        it can override this.
+        """
+
+    @property
+    def frozen(self) -> bool:
+        return self._frozen
+
+    def freeze(self) -> None:
+        """Freeze router."""
+        self._frozen = True
+
+    @abstractmethod
+    async def resolve(self, request: Request) -> "AbstractMatchInfo":
+        """Return MATCH_INFO for given request"""
+
+
+class AbstractMatchInfo(ABC):
+    @property  # pragma: no branch
+    @abstractmethod
+    def handler(self) -> Callable[[Request], Awaitable[StreamResponse]]:
+        """Execute matched request handler"""
+
+    @property
+    @abstractmethod
+    def expect_handler(self) -> Callable[[Request], Awaitable[None]]:
+        """Expect handler for 100-continue processing"""
+
+    @property  # pragma: no branch
+    @abstractmethod
+    def http_exception(self) -> Optional[HTTPException]:
+        """HTTPException instance raised on router's resolving, or None"""
+
+    @abstractmethod  # pragma: no branch
+    def get_info(self) -> Dict[str, Any]:
+        """Return a dict with additional info useful for introspection"""
+
+    @property  # pragma: no branch
+    @abstractmethod
+    def apps(self) -> Tuple[Application, ...]:
+        """Stack of nested applications.
+
+        Top level application is left-most element.
+
+        """
+
+    @abstractmethod
+    def add_app(self, app: Application) -> None:
+        """Add application to the nested apps stack."""
+
+    @abstractmethod
+    def freeze(self) -> None:
+        """Freeze the match info.
+
+        The method is called after route resolution.
+
+        After the call .add_app() is forbidden.
+
+        """
+
+
+class AbstractView(ABC):
+    """Abstract class based view."""
+
+    def __init__(self, request: Request) -> None:
+        self._request = request
+
+    @property
+    def request(self) -> Request:
+        """Request instance."""
+        return self._request
+
+    @abstractmethod
+    def __await__(self) -> Generator[Any, None, StreamResponse]:
+        """Execute the view handler."""
+
+
+class AbstractResolver(ABC):
+    """Abstract DNS resolver."""
+
+    @abstractmethod
+    async def resolve(self, host: str, port: int, family: int) -> List[Dict[str, Any]]:
+        """Return IP address for given hostname"""
+
+    @abstractmethod
+    async def close(self) -> None:
+        """Release resolver"""
+
+
+if TYPE_CHECKING:  # pragma: no cover
+    IterableBase = Iterable[Morsel[str]]
+else:
+    IterableBase = Iterable
+
+
+ClearCookiePredicate = Callable[["Morsel[str]"], bool]
+
+
+class AbstractCookieJar(Sized, IterableBase):
+    """Abstract Cookie Jar."""
+
+    def __init__(self, *, loop: Optional[asyncio.AbstractEventLoop] = None) -> None:
+        self._loop = get_running_loop(loop)
+
+    @abstractmethod
+    def clear(self, predicate: Optional[ClearCookiePredicate] = None) -> None:
+        """Clear all cookies if no predicate is passed."""
+
+    @abstractmethod
+    def clear_domain(self, domain: str) -> None:
+        """Clear all cookies for domain and all subdomains."""
+
+    @abstractmethod
+    def update_cookies(self, cookies: LooseCookies, response_url: URL = URL()) -> None:
+        """Update cookies."""
+
+    @abstractmethod
+    def filter_cookies(self, request_url: URL) -> "BaseCookie[str]":
+        """Return the jar's cookies filtered by their attributes."""
+
+
+class AbstractStreamWriter(ABC):
+    """Abstract stream writer."""
+
+    buffer_size = 0
+    output_size = 0
+    length: Optional[int] = 0
+
+    @abstractmethod
+    async def write(self, chunk: bytes) -> None:
+        """Write chunk into stream."""
+
+    @abstractmethod
+    async def write_eof(self, chunk: bytes = b"") -> None:
+        """Write last chunk."""
+
+    @abstractmethod
+    async def drain(self) -> None:
+        """Flush the write buffer."""
+
+    @abstractmethod
+    def enable_compression(self, encoding: str = "deflate") -> None:
+        """Enable HTTP body compression"""
+
+    @abstractmethod
+    def enable_chunking(self) -> None:
+        """Enable HTTP chunked mode"""
+
+    @abstractmethod
+    async def write_headers(
+        self, status_line: str, headers: "CIMultiDict[str]"
+    ) -> None:
+        """Write HTTP headers"""
+
+
+class AbstractAccessLogger(ABC):
+    """Abstract writer to access log."""
+
+    def __init__(self, logger: logging.Logger, log_format: str) -> None:
+        self.logger = logger
+        self.log_format = log_format
+
+    @abstractmethod
+    def log(self, request: BaseRequest, response: StreamResponse, time: float) -> None:
+        """Emit log to logger."""
diff --git a/venv/lib/python3.8/site-packages/aiohttp/base_protocol.py b/venv/lib/python3.8/site-packages/aiohttp/base_protocol.py
new file mode 100644
index 0000000..8189835
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/base_protocol.py
@@ -0,0 +1,87 @@
+import asyncio
+from typing import Optional, cast
+
+from .tcp_helpers import tcp_nodelay
+
+
+class BaseProtocol(asyncio.Protocol):
+    __slots__ = (
+        "_loop",
+        "_paused",
+        "_drain_waiter",
+        "_connection_lost",
+        "_reading_paused",
+        "transport",
+    )
+
+    def __init__(self, loop: asyncio.AbstractEventLoop) -> None:
+        self._loop: asyncio.AbstractEventLoop = loop
+        self._paused = False
+        self._drain_waiter: Optional[asyncio.Future[None]] = None
+        self._connection_lost = False
+        self._reading_paused = False
+
+        self.transport: Optional[asyncio.Transport] = None
+
+    def pause_writing(self) -> None:
+        assert not self._paused
+        self._paused = True
+
+    def resume_writing(self) -> None:
+        assert self._paused
+        self._paused = False
+
+        waiter = self._drain_waiter
+        if waiter is not None:
+            self._drain_waiter = None
+            if not waiter.done():
+                waiter.set_result(None)
+
+    def pause_reading(self) -> None:
+        if not self._reading_paused and self.transport is not None:
+            try:
+                self.transport.pause_reading()
+            except (AttributeError, NotImplementedError, RuntimeError):
+                pass
+            self._reading_paused = True
+
+    def resume_reading(self) -> None:
+        if self._reading_paused and self.transport is not None:
+            try:
+                self.transport.resume_reading()
+            except (AttributeError, NotImplementedError, RuntimeError):
+                pass
+            self._reading_paused = False
+
+    def connection_made(self, transport: asyncio.BaseTransport) -> None:
+        tr = cast(asyncio.Transport, transport)
+        tcp_nodelay(tr, True)
+        self.transport = tr
+
+    def connection_lost(self, exc: Optional[BaseException]) -> None:
+        self._connection_lost = True
+        # Wake up the writer if currently paused.
+        self.transport = None
+        if not self._paused:
+            return
+        waiter = self._drain_waiter
+        if waiter is None:
+            return
+        self._drain_waiter = None
+        if waiter.done():
+            return
+        if exc is None:
+            waiter.set_result(None)
+        else:
+            waiter.set_exception(exc)
+
+    async def _drain_helper(self) -> None:
+        if self._connection_lost:
+            raise ConnectionResetError("Connection lost")
+        if not self._paused:
+            return
+        waiter = self._drain_waiter
+        if waiter is None:
+            waiter = self._loop.create_future()
+            self._drain_waiter = waiter
+        await asyncio.shield(waiter)
diff --git a/venv/lib/python3.8/site-packages/aiohttp/client.py b/venv/lib/python3.8/site-packages/aiohttp/client.py
new file mode 100644
index 0000000..0d0f4c1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/client.py
@@ -0,0 +1,1305 @@
+"""HTTP Client for asyncio."""
+
+import asyncio
+import base64
+import hashlib
+import json
+import os
+import sys
+import traceback
+import warnings
+from contextlib import suppress
+from types import SimpleNamespace, TracebackType
+from typing import (
+    Any,
+    Awaitable,
+    Callable,
+    Coroutine,
+    FrozenSet,
+    Generator,
+    Generic,
+    Iterable,
+    List,
+    Mapping,
+    Optional,
+    Set,
+    Tuple,
+    Type,
+    TypeVar,
+    Union,
+)
+
+import attr
+from multidict import CIMultiDict, MultiDict, MultiDictProxy, istr
+from yarl import URL
+
+from . import hdrs, http, payload
+from .abc import AbstractCookieJar
+from .client_exceptions import (
+    ClientConnectionError as ClientConnectionError,
+    ClientConnectorCertificateError as ClientConnectorCertificateError,
+    ClientConnectorError as ClientConnectorError,
+    ClientConnectorSSLError as ClientConnectorSSLError,
+    ClientError as ClientError,
+    ClientHttpProxyError as ClientHttpProxyError,
+    ClientOSError as ClientOSError,
+    ClientPayloadError as ClientPayloadError,
+    ClientProxyConnectionError as ClientProxyConnectionError,
+    ClientResponseError as ClientResponseError,
+    ClientSSLError as ClientSSLError,
+    ContentTypeError as ContentTypeError,
+    InvalidURL as InvalidURL,
+    ServerConnectionError as ServerConnectionError,
+    ServerDisconnectedError as ServerDisconnectedError,
+    ServerFingerprintMismatch as ServerFingerprintMismatch,
+    ServerTimeoutError as ServerTimeoutError,
+    TooManyRedirects as TooManyRedirects,
+    WSServerHandshakeError as WSServerHandshakeError,
+)
+from .client_reqrep import (
+    ClientRequest as ClientRequest,
+    ClientResponse as ClientResponse,
+    Fingerprint as Fingerprint,
+    RequestInfo as RequestInfo,
+    _merge_ssl_params,
+)
+from .client_ws import ClientWebSocketResponse as ClientWebSocketResponse
+from .connector import (
+    BaseConnector as BaseConnector,
+    NamedPipeConnector as NamedPipeConnector,
+    TCPConnector as TCPConnector,
+    UnixConnector as UnixConnector,
+)
+from .cookiejar import CookieJar
+from .helpers import (
+    DEBUG,
+    PY_36,
+    BasicAuth,
+    TimeoutHandle,
+    ceil_timeout,
+    get_env_proxy_for_url,
+    get_running_loop,
+    sentinel,
+    strip_auth_from_url,
+)
+from .http import WS_KEY, HttpVersion, WebSocketReader, WebSocketWriter
+from .http_websocket import WSHandshakeError, WSMessage, ws_ext_gen, ws_ext_parse
+from .streams import FlowControlDataQueue
+from .tracing import Trace, TraceConfig
+from .typedefs import Final, JSONEncoder, LooseCookies, LooseHeaders, StrOrURL
+
+__all__ = (
+    # client_exceptions
+    "ClientConnectionError",
+    "ClientConnectorCertificateError",
+    "ClientConnectorError",
+    "ClientConnectorSSLError",
+    "ClientError",
+    "ClientHttpProxyError",
+    "ClientOSError",
+    "ClientPayloadError",
+    "ClientProxyConnectionError",
+    "ClientResponseError",
+    "ClientSSLError",
+    "ContentTypeError",
+    "InvalidURL",
+    "ServerConnectionError",
+    "ServerDisconnectedError",
+    "ServerFingerprintMismatch",
+    "ServerTimeoutError",
+    "TooManyRedirects",
+    "WSServerHandshakeError",
+    # client_reqrep
+    "ClientRequest",
+    "ClientResponse",
+    "Fingerprint",
+    "RequestInfo",
+    # connector
+    "BaseConnector",
+    "TCPConnector",
+    "UnixConnector",
+    "NamedPipeConnector",
+    # client_ws
+    "ClientWebSocketResponse",
+    # client
+    "ClientSession",
+    "ClientTimeout",
+    "request",
+)
+
+
+try:
+    from ssl import SSLContext
+except ImportError:  # pragma: no cover
+    SSLContext = object  # type: ignore[misc,assignment]
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class ClientTimeout:
+    total: Optional[float] = None
+    connect: Optional[float] = None
+    sock_read: Optional[float] = None
+    sock_connect: Optional[float] = None
+
+    # pool_queue_timeout: Optional[float] = None
+    # dns_resolution_timeout: Optional[float] = None
+    # socket_connect_timeout: Optional[float] = None
+    # connection_acquiring_timeout: Optional[float] = None
+    # new_connection_timeout: Optional[float] = None
+    # http_header_timeout: Optional[float] = None
+    # response_body_timeout: Optional[float] = None
+
+    # to create a timeout specific for a single request, either
+    # - create a completely new one to overwrite the default
+    # - or use http://www.attrs.org/en/stable/api.html#attr.evolve
+    # to overwrite the defaults
+
+
+# 5 Minute default read timeout
+DEFAULT_TIMEOUT: Final[ClientTimeout] = ClientTimeout(total=5 * 60)
+
+_RetType = TypeVar("_RetType")
+
+
+class ClientSession:
+    """First-class interface for making HTTP requests."""
+
+    ATTRS = frozenset(
+        [
+            "_base_url",
+            "_source_traceback",
+            "_connector",
+            "requote_redirect_url",
+            "_loop",
+            "_cookie_jar",
+            "_connector_owner",
+            "_default_auth",
+            "_version",
+            "_json_serialize",
+            "_requote_redirect_url",
+            "_timeout",
+            "_raise_for_status",
+            "_auto_decompress",
+            "_trust_env",
+            "_default_headers",
+            "_skip_auto_headers",
+            "_request_class",
+            "_response_class",
+            "_ws_response_class",
+            "_trace_configs",
+            "_read_bufsize",
+        ]
+    )
+
+    _source_traceback = None  # type: Optional[traceback.StackSummary]
+    _connector = None  # type: Optional[BaseConnector]
+
+    def __init__(
+        self,
+        base_url: Optional[StrOrURL] = None,
+        *,
+        connector: Optional[BaseConnector] = None,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+        cookies: Optional[LooseCookies] = None,
+        headers: Optional[LooseHeaders] = None,
+        skip_auto_headers: Optional[Iterable[str]] = None,
+        auth: Optional[BasicAuth] = None,
+        json_serialize: JSONEncoder = json.dumps,
+        request_class: Type[ClientRequest] = ClientRequest,
+        response_class: Type[ClientResponse] = ClientResponse,
+        ws_response_class: Type[ClientWebSocketResponse] = ClientWebSocketResponse,
+        version: HttpVersion = http.HttpVersion11,
+        cookie_jar: Optional[AbstractCookieJar] = None,
+        connector_owner: bool = True,
+        raise_for_status: bool = False,
+        read_timeout: Union[float, object] = sentinel,
+        conn_timeout: Optional[float] = None,
+        timeout: Union[object, ClientTimeout] = sentinel,
+        auto_decompress: bool = True,
+        trust_env: bool = False,
+        requote_redirect_url: bool = True,
+        trace_configs: Optional[List[TraceConfig]] = None,
+        read_bufsize: int = 2**16,
+    ) -> None:
+        if loop is None:
+            if connector is not None:
+                loop = connector._loop
+
+        loop = get_running_loop(loop)
+
+        if base_url is None or isinstance(base_url, URL):
+            self._base_url: Optional[URL] = base_url
+        else:
+            self._base_url = URL(base_url)
+            assert (
+                self._base_url.origin() == self._base_url
+            ), "Only absolute URLs without path part are supported"
+
+        if connector is None:
+            connector = TCPConnector(loop=loop)
+
+        if connector._loop is not loop:
+            raise RuntimeError("Session and connector has to use same event loop")
+
+        self._loop = loop
+
+        if loop.get_debug():
+            self._source_traceback = traceback.extract_stack(sys._getframe(1))
+
+        if cookie_jar is None:
+            cookie_jar = CookieJar(loop=loop)
+        self._cookie_jar = cookie_jar
+
+        if cookies is not None:
+            self._cookie_jar.update_cookies(cookies)
+
+        self._connector = connector
+        self._connector_owner = connector_owner
+        self._default_auth = auth
+        self._version = version
+        self._json_serialize = json_serialize
+        if timeout is sentinel:
+            self._timeout = DEFAULT_TIMEOUT
+            if read_timeout is not sentinel:
+                warnings.warn(
+                    "read_timeout is deprecated, " "use timeout argument instead",
+                    DeprecationWarning,
+                    stacklevel=2,
+                )
+                self._timeout = attr.evolve(self._timeout, total=read_timeout)
+            if conn_timeout is not None:
+                self._timeout = attr.evolve(self._timeout, connect=conn_timeout)
+                warnings.warn(
+                    "conn_timeout is deprecated, " "use timeout argument instead",
+                    DeprecationWarning,
+                    stacklevel=2,
+                )
+        else:
+            self._timeout = timeout  # type: ignore[assignment]
+            if read_timeout is not sentinel:
+                raise ValueError(
+                    "read_timeout and timeout parameters "
+                    "conflict, please setup "
+                    "timeout.read"
+                )
+            if conn_timeout is not None:
+                raise ValueError(
+                    "conn_timeout and timeout parameters "
+                    "conflict, please setup "
+                    "timeout.connect"
+                )
+        self._raise_for_status = raise_for_status
+        self._auto_decompress = auto_decompress
+        self._trust_env = trust_env
+        self._requote_redirect_url = requote_redirect_url
+        self._read_bufsize = read_bufsize
+
+        # Convert to list of tuples
+        if headers:
+            real_headers: CIMultiDict[str] = CIMultiDict(headers)
+        else:
+            real_headers = CIMultiDict()
+        self._default_headers: CIMultiDict[str] = real_headers
+        if skip_auto_headers is not None:
+            self._skip_auto_headers = frozenset(istr(i) for i in skip_auto_headers)
+        else:
+            self._skip_auto_headers = frozenset()
+
+        self._request_class = request_class
+        self._response_class = response_class
+        self._ws_response_class = ws_response_class
+
+        self._trace_configs = trace_configs or []
+        for trace_config in self._trace_configs:
+            trace_config.freeze()
+
+    def __init_subclass__(cls: Type["ClientSession"]) -> None:
+        warnings.warn(
+            "Inheritance class {} from ClientSession "
+            "is discouraged".format(cls.__name__),
+            DeprecationWarning,
+            stacklevel=2,
+        )
+
+    if DEBUG:
+
+        def __setattr__(self, name: str, val: Any) -> None:
+            if name not in self.ATTRS:
+                warnings.warn(
+                    "Setting custom ClientSession.{} attribute "
+                    "is discouraged".format(name),
+                    DeprecationWarning,
+                    stacklevel=2,
+                )
+            super().__setattr__(name, val)
+
+    def __del__(self, _warnings: Any = warnings) -> None:
+        if not self.closed:
+            if PY_36:
+                kwargs = {"source": self}
+            else:
+                kwargs = {}
+            _warnings.warn(
+                f"Unclosed client session {self!r}", ResourceWarning, **kwargs
+            )
+            context = {"client_session": self, "message": "Unclosed client session"}
+            if self._source_traceback is not None:
+                context["source_traceback"] = self._source_traceback
+            self._loop.call_exception_handler(context)
+
+    def request(
+        self, method: str, url: StrOrURL, **kwargs: Any
+    ) -> "_RequestContextManager":
+        """Perform HTTP request."""
+        return _RequestContextManager(self._request(method, url, **kwargs))
+
+    def _build_url(self, str_or_url: StrOrURL) -> URL:
+        url = URL(str_or_url)
+        if self._base_url is None:
+            return url
+        else:
+            assert not url.is_absolute() and url.path.startswith("/")
+            return self._base_url.join(url)
+
+    async def _request(
+        self,
+        method: str,
+        str_or_url: StrOrURL,
+        *,
+        params: Optional[Mapping[str, str]] = None,
+        data: Any = None,
+        json: Any = None,
+        cookies: Optional[LooseCookies] = None,
+        headers: Optional[LooseHeaders] = None,
+        skip_auto_headers: Optional[Iterable[str]] = None,
+        auth: Optional[BasicAuth] = None,
+        allow_redirects: bool = True,
+        max_redirects: int = 10,
+        compress: Optional[str] = None,
+        chunked: Optional[bool] = None,
+        expect100: bool = False,
+        raise_for_status: Optional[bool] = None,
+        read_until_eof: bool = True,
+        proxy: Optional[StrOrURL] = None,
+        proxy_auth: Optional[BasicAuth] = None,
+        timeout: Union[ClientTimeout, object] = sentinel,
+        verify_ssl: Optional[bool] = None,
+        fingerprint: Optional[bytes] = None,
+        ssl_context: Optional[SSLContext] = None,
+        ssl: Optional[Union[SSLContext, bool, Fingerprint]] = None,
+        proxy_headers: Optional[LooseHeaders] = None,
+        trace_request_ctx: Optional[SimpleNamespace] = None,
+        read_bufsize: Optional[int] = None,
+    ) -> ClientResponse:
+
+        # NOTE: timeout clamps existing connect and read timeouts.  We cannot
+        # set the default to None because we need to detect if the user wants
+        # to use the existing timeouts by setting timeout to None.
+
+        if self.closed:
+            raise RuntimeError("Session is closed")
+
+        ssl = _merge_ssl_params(ssl, verify_ssl, ssl_context, fingerprint)
+
+        if data is not None and json is not None:
+            raise ValueError(
+                "data and json parameters can not be used at the same time"
+            )
+        elif json is not None:
+            data = payload.JsonPayload(json, dumps=self._json_serialize)
+
+        if not isinstance(chunked, bool) and chunked is not None:
+            warnings.warn("Chunk size is deprecated #1615", DeprecationWarning)
+
+        redirects = 0
+        history = []
+        version = self._version
+
+        # Merge with default headers and transform to CIMultiDict
+        headers = self._prepare_headers(headers)
+        proxy_headers = self._prepare_headers(proxy_headers)
+
+        try:
+            url = self._build_url(str_or_url)
+        except ValueError as e:
+            raise InvalidURL(str_or_url) from e
+
+        skip_headers = set(self._skip_auto_headers)
+        if skip_auto_headers is not None:
+            for i in skip_auto_headers:
+                skip_headers.add(istr(i))
+
+        if proxy is not None:
+            try:
+                proxy = URL(proxy)
+            except ValueError as e:
+                raise InvalidURL(proxy) from e
+
+        if timeout is sentinel:
+            real_timeout: ClientTimeout = self._timeout
+        else:
+            if not isinstance(timeout, ClientTimeout):
+                real_timeout = ClientTimeout(total=timeout)  # type: ignore[arg-type]
+            else:
+                real_timeout = timeout
+        # timeout is cumulative for all request operations
+        # (request, redirects, responses, data consuming)
+        tm = TimeoutHandle(self._loop, real_timeout.total)
+        handle = tm.start()
+
+        if read_bufsize is None:
+            read_bufsize = self._read_bufsize
+
+        traces = [
+            Trace(
+                self,
+                trace_config,
+                trace_config.trace_config_ctx(trace_request_ctx=trace_request_ctx),
+            )
+            for trace_config in self._trace_configs
+        ]
+
+        for trace in traces:
+            await trace.send_request_start(method, url.update_query(params), headers)
+
+        timer = tm.timer()
+        try:
+            with timer:
+                while True:
+                    url, auth_from_url = strip_auth_from_url(url)
+                    if auth and auth_from_url:
+                        raise ValueError(
+                            "Cannot combine AUTH argument with "
+                            "credentials encoded in URL"
+                        )
+
+                    if auth is None:
+                        auth = auth_from_url
+                    if auth is None:
+                        auth = self._default_auth
+                    # It would be confusing if we support explicit
+                    # Authorization header with auth argument
+                    if (
+                        headers is not None
+                        and auth is not None
+                        and hdrs.AUTHORIZATION in headers
+                    ):
+                        raise ValueError(
+                            "Cannot combine AUTHORIZATION header "
+                            "with AUTH argument or credentials "
+                            "encoded in URL"
+                        )
+
+                    all_cookies = self._cookie_jar.filter_cookies(url)
+
+                    if cookies is not None:
+                        tmp_cookie_jar = CookieJar()
+                        tmp_cookie_jar.update_cookies(cookies)
+                        req_cookies = tmp_cookie_jar.filter_cookies(url)
+                        if req_cookies:
+                            all_cookies.load(req_cookies)
+
+                    if proxy is not None:
+                        proxy = URL(proxy)
+                    elif self._trust_env:
+                        with suppress(LookupError):
+                            proxy, proxy_auth = get_env_proxy_for_url(url)
+
+                    req = self._request_class(
+                        method,
+                        url,
+                        params=params,
+                        headers=headers,
+                        skip_auto_headers=skip_headers,
+                        data=data,
+                        cookies=all_cookies,
+                        auth=auth,
+                        version=version,
+                        compress=compress,
+                        chunked=chunked,
+                        expect100=expect100,
+                        loop=self._loop,
+                        response_class=self._response_class,
+                        proxy=proxy,
+                        proxy_auth=proxy_auth,
+                        timer=timer,
+                        session=self,
+                        ssl=ssl,
+                        proxy_headers=proxy_headers,
+                        traces=traces,
+                    )
+
+                    # connection timeout
+                    try:
+                        async with ceil_timeout(real_timeout.connect):
+                            assert self._connector is not None
+                            conn = await self._connector.connect(
+                                req, traces=traces, timeout=real_timeout
+                            )
+                    except asyncio.TimeoutError as exc:
+                        raise ServerTimeoutError(
+                            "Connection timeout " "to host {}".format(url)
+                        ) from exc
+
+                    assert conn.transport is not None
+
+                    assert conn.protocol is not None
+                    conn.protocol.set_response_params(
+                        timer=timer,
+                        skip_payload=method.upper() == "HEAD",
+                        read_until_eof=read_until_eof,
+                        auto_decompress=self._auto_decompress,
+                        read_timeout=real_timeout.sock_read,
+                        read_bufsize=read_bufsize,
+                    )
+
+                    try:
+                        try:
+                            resp = await req.send(conn)
+                            try:
+                                await resp.start(conn)
+                            except BaseException:
+                                resp.close()
+                                raise
+                        except BaseException:
+                            conn.close()
+                            raise
+                    except ClientError:
+                        raise
+                    except OSError as exc:
+                        if exc.errno is None and isinstance(exc, asyncio.TimeoutError):
+                            raise
+                        raise ClientOSError(*exc.args) from exc
+
+                    self._cookie_jar.update_cookies(resp.cookies, resp.url)
+
+                    # redirects
+                    if resp.status in (301, 302, 303, 307, 308) and allow_redirects:
+
+                        for trace in traces:
+                            await trace.send_request_redirect(
+                                method, url.update_query(params), headers, resp
+                            )
+
+                        redirects += 1
+                        history.append(resp)
+                        if max_redirects and redirects >= max_redirects:
+                            resp.close()
+                            raise TooManyRedirects(
+                                history[0].request_info, tuple(history)
+                            )
+
+                        # For 301 and 302, mimic IE, now changed in RFC
+                        # https://github.com/kennethreitz/requests/pull/269
+                        if (resp.status == 303 and resp.method != hdrs.METH_HEAD) or (
+                            resp.status in (301, 302) and resp.method == hdrs.METH_POST
+                        ):
+                            method = hdrs.METH_GET
+                            data = None
+                            if headers.get(hdrs.CONTENT_LENGTH):
+                                headers.pop(hdrs.CONTENT_LENGTH)
+
+                        r_url = resp.headers.get(hdrs.LOCATION) or resp.headers.get(
+                            hdrs.URI
+                        )
+                        if r_url is None:
+                            # see github.com/aio-libs/aiohttp/issues/2022
+                            break
+                        else:
+                            # reading from correct redirection
+                            # response is forbidden
+                            resp.release()
+
+                        try:
+                            parsed_url = URL(
+                                r_url, encoded=not self._requote_redirect_url
+                            )
+
+                        except ValueError as e:
+                            raise InvalidURL(r_url) from e
+
+                        scheme = parsed_url.scheme
+                        if scheme not in ("http", "https", ""):
+                            resp.close()
+                            raise ValueError("Can redirect only to http or https")
+                        elif not scheme:
+                            parsed_url = url.join(parsed_url)
+
+                        if url.origin() != parsed_url.origin():
+                            auth = None
+                            headers.pop(hdrs.AUTHORIZATION, None)
+
+                        url = parsed_url
+                        params = None
+                        resp.release()
+                        continue
+
+                    break
+
+            # check response status
+            if raise_for_status is None:
+                raise_for_status = self._raise_for_status
+            if raise_for_status:
+                resp.raise_for_status()
+
+            # register connection
+            if handle is not None:
+                if resp.connection is not None:
+                    resp.connection.add_callback(handle.cancel)
+                else:
+                    handle.cancel()
+
+            resp._history = tuple(history)
+
+            for trace in traces:
+                await trace.send_request_end(
+                    method, url.update_query(params), headers, resp
+                )
+            return resp
+
+        except BaseException as e:
+            # cleanup timer
+            tm.close()
+            if handle:
+                handle.cancel()
+                handle = None
+
+            for trace in traces:
+                await trace.send_request_exception(
+                    method, url.update_query(params), headers, e
+                )
+            raise
+
+    def ws_connect(
+        self,
+        url: StrOrURL,
+        *,
+        method: str = hdrs.METH_GET,
+        protocols: Iterable[str] = (),
+        timeout: float = 10.0,
+        receive_timeout: Optional[float] = None,
+        autoclose: bool = True,
+        autoping: bool = True,
+        heartbeat: Optional[float] = None,
+        auth: Optional[BasicAuth] = None,
+        origin: Optional[str] = None,
+        params: Optional[Mapping[str, str]] = None,
+        headers: Optional[LooseHeaders] = None,
+        proxy: Optional[StrOrURL] = None,
+        proxy_auth: Optional[BasicAuth] = None,
+        ssl: Union[SSLContext, bool, None, Fingerprint] = None,
+        verify_ssl: Optional[bool] = None,
+        fingerprint: Optional[bytes] = None,
+        ssl_context: Optional[SSLContext] = None,
+        proxy_headers: Optional[LooseHeaders] = None,
+        compress: int = 0,
+        max_msg_size: int = 4 * 1024 * 1024,
+    ) -> "_WSRequestContextManager":
+        """Initiate websocket connection."""
+        return _WSRequestContextManager(
+            self._ws_connect(
+                url,
+                method=method,
+                protocols=protocols,
+                timeout=timeout,
+                receive_timeout=receive_timeout,
+                autoclose=autoclose,
+                autoping=autoping,
+                heartbeat=heartbeat,
+                auth=auth,
+                origin=origin,
+                params=params,
+                headers=headers,
+                proxy=proxy,
+                proxy_auth=proxy_auth,
+                ssl=ssl,
+                verify_ssl=verify_ssl,
+                fingerprint=fingerprint,
+                ssl_context=ssl_context,
+                proxy_headers=proxy_headers,
+                compress=compress,
+                max_msg_size=max_msg_size,
+            )
+        )
+
+    async def _ws_connect(
+        self,
+        url: StrOrURL,
+        *,
+        method: str = hdrs.METH_GET,
+        protocols: Iterable[str] = (),
+        timeout: float = 10.0,
+        receive_timeout: Optional[float] = None,
+        autoclose: bool = True,
+        autoping: bool = True,
+        heartbeat: Optional[float] = None,
+        auth: Optional[BasicAuth] = None,
+        origin: Optional[str] = None,
+        params: Optional[Mapping[str, str]] = None,
+        headers: Optional[LooseHeaders] = None,
+        proxy: Optional[StrOrURL] = None,
+        proxy_auth: Optional[BasicAuth] = None,
+        ssl: Union[SSLContext, bool, None, Fingerprint] = None,
+        verify_ssl: Optional[bool] = None,
+        fingerprint: Optional[bytes] = None,
+        ssl_context: Optional[SSLContext] = None,
+        proxy_headers: Optional[LooseHeaders] = None,
+        compress: int = 0,
+        max_msg_size: int = 4 * 1024 * 1024,
+    ) -> ClientWebSocketResponse:
+
+        if headers is None:
+            real_headers: CIMultiDict[str] = CIMultiDict()
+        else:
+            real_headers = CIMultiDict(headers)
+
+        default_headers = {
+            hdrs.UPGRADE: "websocket",
+            hdrs.CONNECTION: "upgrade",
+            hdrs.SEC_WEBSOCKET_VERSION: "13",
+        }
+
+        for key, value in default_headers.items():
+            real_headers.setdefault(key, value)
+
+        sec_key = base64.b64encode(os.urandom(16))
+        real_headers[hdrs.SEC_WEBSOCKET_KEY] = sec_key.decode()
+
+        if protocols:
+            real_headers[hdrs.SEC_WEBSOCKET_PROTOCOL] = ",".join(protocols)
+        if origin is not None:
+            real_headers[hdrs.ORIGIN] = origin
+        if compress:
+            extstr = ws_ext_gen(compress=compress)
+            real_headers[hdrs.SEC_WEBSOCKET_EXTENSIONS] = extstr
+
+        ssl = _merge_ssl_params(ssl, verify_ssl, ssl_context, fingerprint)
+
+        # send request
+        resp = await self.request(
+            method,
+            url,
+            params=params,
+            headers=real_headers,
+            read_until_eof=False,
+            auth=auth,
+            proxy=proxy,
+            proxy_auth=proxy_auth,
+            ssl=ssl,
+            proxy_headers=proxy_headers,
+        )
+
+        try:
+            # check handshake
+            if resp.status != 101:
+                raise WSServerHandshakeError(
+                    resp.request_info,
+                    resp.history,
+                    message="Invalid response status",
+                    status=resp.status,
+                    headers=resp.headers,
+                )
+
+            if resp.headers.get(hdrs.UPGRADE, "").lower() != "websocket":
+                raise WSServerHandshakeError(
+                    resp.request_info,
+                    resp.history,
+                    message="Invalid upgrade header",
+                    status=resp.status,
+                    headers=resp.headers,
+                )
+
+            if resp.headers.get(hdrs.CONNECTION, "").lower() != "upgrade":
+                raise WSServerHandshakeError(
+                    resp.request_info,
+                    resp.history,
+                    message="Invalid connection header",
+                    status=resp.status,
+                    headers=resp.headers,
+                )
+
+            # key calculation
+            r_key = resp.headers.get(hdrs.SEC_WEBSOCKET_ACCEPT, "")
+            match = base64.b64encode(hashlib.sha1(sec_key + WS_KEY).digest()).decode()
+            if r_key != match:
+                raise WSServerHandshakeError(
+                    resp.request_info,
+                    resp.history,
+                    message="Invalid challenge response",
+                    status=resp.status,
+                    headers=resp.headers,
+                )
+
+            # websocket protocol
+            protocol = None
+            if protocols and hdrs.SEC_WEBSOCKET_PROTOCOL in resp.headers:
+                resp_protocols = [
+                    proto.strip()
+                    for proto in resp.headers[hdrs.SEC_WEBSOCKET_PROTOCOL].split(",")
+                ]
+
+                for proto in resp_protocols:
+                    if proto in protocols:
+                        protocol = proto
+                        break
+
+            # websocket compress
+            notakeover = False
+            if compress:
+                compress_hdrs = resp.headers.get(hdrs.SEC_WEBSOCKET_EXTENSIONS)
+                if compress_hdrs:
+                    try:
+                        compress, notakeover = ws_ext_parse(compress_hdrs)
+                    except WSHandshakeError as exc:
+                        raise WSServerHandshakeError(
+                            resp.request_info,
+                            resp.history,
+                            message=exc.args[0],
+                            status=resp.status,
+                            headers=resp.headers,
+                        ) from exc
+                else:
+                    compress = 0
+                    notakeover = False
+
+            conn = resp.connection
+            assert conn is not None
+            conn_proto = conn.protocol
+            assert conn_proto is not None
+            transport = conn.transport
+            assert transport is not None
+            reader: FlowControlDataQueue[WSMessage] = FlowControlDataQueue(
+                conn_proto, 2**16, loop=self._loop
+            )
+            conn_proto.set_parser(WebSocketReader(reader, max_msg_size), reader)
+            writer = WebSocketWriter(
+                conn_proto,
+                transport,
+                use_mask=True,
+                compress=compress,
+                notakeover=notakeover,
+            )
+        except BaseException:
+            resp.close()
+            raise
+        else:
+            return self._ws_response_class(
+                reader,
+                writer,
+                protocol,
+                resp,
+                timeout,
+                autoclose,
+                autoping,
+                self._loop,
+                receive_timeout=receive_timeout,
+                heartbeat=heartbeat,
+                compress=compress,
+                client_notakeover=notakeover,
+            )
+
+    def _prepare_headers(self, headers: Optional[LooseHeaders]) -> "CIMultiDict[str]":
+        """Add default headers and transform it to CIMultiDict"""
+        # Convert headers to MultiDict
+        result = CIMultiDict(self._default_headers)
+        if headers:
+            if not isinstance(headers, (MultiDictProxy, MultiDict)):
+                headers = CIMultiDict(headers)
+            added_names: Set[str] = set()
+            for key, value in headers.items():
+                if key in added_names:
+                    result.add(key, value)
+                else:
+                    result[key] = value
+                    added_names.add(key)
+        return result
+
+    def get(
+        self, url: StrOrURL, *, allow_redirects: bool = True, **kwargs: Any
+    ) -> "_RequestContextManager":
+        """Perform HTTP GET request."""
+        return _RequestContextManager(
+            self._request(hdrs.METH_GET, url, allow_redirects=allow_redirects, **kwargs)
+        )
+
+    def options(
+        self, url: StrOrURL, *, allow_redirects: bool = True, **kwargs: Any
+    ) -> "_RequestContextManager":
+        """Perform HTTP OPTIONS request."""
+        return _RequestContextManager(
+            self._request(
+                hdrs.METH_OPTIONS, url, allow_redirects=allow_redirects, **kwargs
+            )
+        )
+
+    def head(
+        self, url: StrOrURL, *, allow_redirects: bool = False, **kwargs: Any
+    ) -> "_RequestContextManager":
+        """Perform HTTP HEAD request."""
+        return _RequestContextManager(
+            self._request(
+                hdrs.METH_HEAD, url, allow_redirects=allow_redirects, **kwargs
+            )
+        )
+
+    def post(
+        self, url: StrOrURL, *, data: Any = None, **kwargs: Any
+    ) -> "_RequestContextManager":
+        """Perform HTTP POST request."""
+        return _RequestContextManager(
+            self._request(hdrs.METH_POST, url, data=data, **kwargs)
+        )
+
+    def put(
+        self, url: StrOrURL, *, data: Any = None, **kwargs: Any
+    ) -> "_RequestContextManager":
+        """Perform HTTP PUT request."""
+        return _RequestContextManager(
+            self._request(hdrs.METH_PUT, url, data=data, **kwargs)
+        )
+
+    def patch(
+        self, url: StrOrURL, *, data: Any = None, **kwargs: Any
+    ) -> "_RequestContextManager":
+        """Perform HTTP PATCH request."""
+        return _RequestContextManager(
+            self._request(hdrs.METH_PATCH, url, data=data, **kwargs)
+        )
+
+    def delete(self, url: StrOrURL, **kwargs: Any) -> "_RequestContextManager":
+        """Perform HTTP DELETE request."""
+        return _RequestContextManager(self._request(hdrs.METH_DELETE, url, **kwargs))
+
+    async def close(self) -> None:
+        """Close underlying connector.
+
+        Release all acquired resources.
+        """
+        if not self.closed:
+            if self._connector is not None and self._connector_owner:
+                await self._connector.close()
+            self._connector = None
+
+    @property
+    def closed(self) -> bool:
+        """Is client session closed.
+
+        A readonly property.
+        """
+        return self._connector is None or self._connector.closed
+
+    @property
+    def connector(self) -> Optional[BaseConnector]:
+        """Connector instance used for the session."""
+        return self._connector
+
+    @property
+    def cookie_jar(self) -> AbstractCookieJar:
+        """The session cookies."""
+        return self._cookie_jar
+
+    @property
+    def version(self) -> Tuple[int, int]:
+        """The session HTTP protocol version."""
+        return self._version
+
+    @property
+    def requote_redirect_url(self) -> bool:
+        """Do URL requoting on redirection handling."""
+        return self._requote_redirect_url
+
+    @requote_redirect_url.setter
+    def requote_redirect_url(self, val: bool) -> None:
+        """Do URL requoting on redirection handling."""
+        warnings.warn(
+            "session.requote_redirect_url modification " "is deprecated #2778",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        self._requote_redirect_url = val
+
+    @property
+    def loop(self) -> asyncio.AbstractEventLoop:
+        """Session's loop."""
+        warnings.warn(
+            "client.loop property is deprecated", DeprecationWarning, stacklevel=2
+        )
+        return self._loop
+
+    @property
+    def timeout(self) -> ClientTimeout:
+        """Timeout for the session."""
+        return self._timeout
+
+    @property
+    def headers(self) -> "CIMultiDict[str]":
+        """The default headers of the client session."""
+        return self._default_headers
+
+    @property
+    def skip_auto_headers(self) -> FrozenSet[istr]:
+        """Headers for which autogeneration should be skipped"""
+        return self._skip_auto_headers
+
+    @property
+    def auth(self) -> Optional[BasicAuth]:
+        """An object that represents HTTP Basic Authorization"""
+        return self._default_auth
+
+    @property
+    def json_serialize(self) -> JSONEncoder:
+        """Json serializer callable"""
+        return self._json_serialize
+
+    @property
+    def connector_owner(self) -> bool:
+        """Should connector be closed on session closing"""
+        return self._connector_owner
+
+    @property
+    def raise_for_status(
+        self,
+    ) -> Union[bool, Callable[[ClientResponse], Awaitable[None]]]:
+        """Should `ClientResponse.raise_for_status()` be called for each response."""
+        return self._raise_for_status
+
+    @property
+    def auto_decompress(self) -> bool:
+        """Should the body response be automatically decompressed."""
+        return self._auto_decompress
+
+    @property
+    def trust_env(self) -> bool:
+        """
+        Should proxies information from environment or netrc be trusted.
+
+        Information is from HTTP_PROXY / HTTPS_PROXY environment variables
+        or ~/.netrc file if present.
+        """
+        return self._trust_env
+
+    @property
+    def trace_configs(self) -> List[TraceConfig]:
+        """A list of TraceConfig instances used for client tracing"""
+        return self._trace_configs
+
+    def detach(self) -> None:
+        """Detach connector from session without closing the former.
+
+        Session is switched to closed state anyway.
+        """
+        self._connector = None
+
+    def __enter__(self) -> None:
+        raise TypeError("Use async with instead")
+
+    def __exit__(
+        self,
+        exc_type: Optional[Type[BaseException]],
+        exc_val: Optional[BaseException],
+        exc_tb: Optional[TracebackType],
+    ) -> None:
+        # __exit__ should exist in pair with __enter__ but never executed
+        pass  # pragma: no cover
+
+    async def __aenter__(self) -> "ClientSession":
+        return self
+
+    async def __aexit__(
+        self,
+        exc_type: Optional[Type[BaseException]],
+        exc_val: Optional[BaseException],
+        exc_tb: Optional[TracebackType],
+    ) -> None:
+        await self.close()
+
+
+class _BaseRequestContextManager(Coroutine[Any, Any, _RetType], Generic[_RetType]):
+
+    __slots__ = ("_coro", "_resp")
+
+    def __init__(self, coro: Coroutine["asyncio.Future[Any]", None, _RetType]) -> None:
+        self._coro = coro
+
+    def send(self, arg: None) -> "asyncio.Future[Any]":
+        return self._coro.send(arg)
+
+    def throw(self, arg: BaseException) -> None:  # type: ignore[arg-type,override]
+        self._coro.throw(arg)
+
+    def close(self) -> None:
+        return self._coro.close()
+
+    def __await__(self) -> Generator[Any, None, _RetType]:
+        ret = self._coro.__await__()
+        return ret
+
+    def __iter__(self) -> Generator[Any, None, _RetType]:
+        return self.__await__()
+
+    async def __aenter__(self) -> _RetType:
+        self._resp = await self._coro
+        return self._resp
+
+
+class _RequestContextManager(_BaseRequestContextManager[ClientResponse]):
+    __slots__ = ()
+
+    async def __aexit__(
+        self,
+        exc_type: Optional[Type[BaseException]],
+        exc: Optional[BaseException],
+        tb: Optional[TracebackType],
+    ) -> None:
+        # We're basing behavior on the exception as it can be caused by
+        # user code unrelated to the status of the connection.  If you
+        # would like to close a connection you must do that
+        # explicitly.  Otherwise connection error handling should kick in
+        # and close/recycle the connection as required.
+        self._resp.release()
+
+
+class _WSRequestContextManager(_BaseRequestContextManager[ClientWebSocketResponse]):
+    __slots__ = ()
+
+    async def __aexit__(
+        self,
+        exc_type: Optional[Type[BaseException]],
+        exc: Optional[BaseException],
+        tb: Optional[TracebackType],
+    ) -> None:
+        await self._resp.close()
+
+
+class _SessionRequestContextManager:
+
+    __slots__ = ("_coro", "_resp", "_session")
+
+    def __init__(
+        self,
+        coro: Coroutine["asyncio.Future[Any]", None, ClientResponse],
+        session: ClientSession,
+    ) -> None:
+        self._coro = coro
+        self._resp: Optional[ClientResponse] = None
+        self._session = session
+
+    async def __aenter__(self) -> ClientResponse:
+        try:
+            self._resp = await self._coro
+        except BaseException:
+            await self._session.close()
+            raise
+        else:
+            return self._resp
+
+    async def __aexit__(
+        self,
+        exc_type: Optional[Type[BaseException]],
+        exc: Optional[BaseException],
+        tb: Optional[TracebackType],
+    ) -> None:
+        assert self._resp is not None
+        self._resp.close()
+        await self._session.close()
+
+
+def request(
+    method: str,
+    url: StrOrURL,
+    *,
+    params: Optional[Mapping[str, str]] = None,
+    data: Any = None,
+    json: Any = None,
+    headers: Optional[LooseHeaders] = None,
+    skip_auto_headers: Optional[Iterable[str]] = None,
+    auth: Optional[BasicAuth] = None,
+    allow_redirects: bool = True,
+    max_redirects: int = 10,
+    compress: Optional[str] = None,
+    chunked: Optional[bool] = None,
+    expect100: bool = False,
+    raise_for_status: Optional[bool] = None,
+    read_until_eof: bool = True,
+    proxy: Optional[StrOrURL] = None,
+    proxy_auth: Optional[BasicAuth] = None,
+    timeout: Union[ClientTimeout, object] = sentinel,
+    cookies: Optional[LooseCookies] = None,
+    version: HttpVersion = http.HttpVersion11,
+    connector: Optional[BaseConnector] = None,
+    read_bufsize: Optional[int] = None,
+    loop: Optional[asyncio.AbstractEventLoop] = None,
+) -> _SessionRequestContextManager:
+    """Constructs and sends a request.
+
+    Returns response object.
+    method - HTTP method
+    url - request url
+    params - (optional) Dictionary or bytes to be sent in the query
+      string of the new request
+    data - (optional) Dictionary, bytes, or file-like object to
+      send in the body of the request
+    json - (optional) Any json compatible python object
+    headers - (optional) Dictionary of HTTP Headers to send with
+      the request
+    cookies - (optional) Dict object to send with the request
+    auth - (optional) BasicAuth named tuple represent HTTP Basic Auth
+    auth - aiohttp.helpers.BasicAuth
+    allow_redirects - (optional) If set to False, do not follow
+      redirects
+    version - Request HTTP version.
+    compress - Set to True if request has to be compressed
+       with deflate encoding.
+    chunked - Set to chunk size for chunked transfer encoding.
+    expect100 - Expect 100-continue response from server.
+    connector - BaseConnector sub-class instance to support
+       connection pooling.
+    read_until_eof - Read response until eof if response
+       does not have Content-Length header.
+    loop - Optional event loop.
+    timeout - Optional ClientTimeout settings structure, 5min
+       total timeout by default.
+    Usage::
+      >>> import aiohttp
+      >>> resp = await aiohttp.request('GET', 'http://python.org/')
+      >>> resp
+      <ClientResponse(python.org/) [200]>
+      >>> data = await resp.read()
+    """
+    connector_owner = False
+    if connector is None:
+        connector_owner = True
+        connector = TCPConnector(loop=loop, force_close=True)
+
+    session = ClientSession(
+        loop=loop,
+        cookies=cookies,
+        version=version,
+        timeout=timeout,
+        connector=connector,
+        connector_owner=connector_owner,
+    )
+
+    return _SessionRequestContextManager(
+        session._request(
+            method,
+            url,
+            params=params,
+            data=data,
+            json=json,
+            headers=headers,
+            skip_auto_headers=skip_auto_headers,
+            auth=auth,
+            allow_redirects=allow_redirects,
+            max_redirects=max_redirects,
+            compress=compress,
+            chunked=chunked,
+            expect100=expect100,
+            raise_for_status=raise_for_status,
+            read_until_eof=read_until_eof,
+            proxy=proxy,
+            proxy_auth=proxy_auth,
+            read_bufsize=read_bufsize,
+        ),
+        session,
+    )
diff --git a/venv/lib/python3.8/site-packages/aiohttp/client_exceptions.py b/venv/lib/python3.8/site-packages/aiohttp/client_exceptions.py
new file mode 100644
index 0000000..c640e1e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/client_exceptions.py
@@ -0,0 +1,342 @@
+"""HTTP related errors."""
+
+import asyncio
+import warnings
+from typing import TYPE_CHECKING, Any, Optional, Tuple, Union
+
+from .http_parser import RawResponseMessage
+from .typedefs import LooseHeaders
+
+try:
+    import ssl
+
+    SSLContext = ssl.SSLContext
+except ImportError:  # pragma: no cover
+    ssl = SSLContext = None  # type: ignore[assignment]
+
+
+if TYPE_CHECKING:  # pragma: no cover
+    from .client_reqrep import ClientResponse, ConnectionKey, Fingerprint, RequestInfo
+else:
+    RequestInfo = ClientResponse = ConnectionKey = None
+
+__all__ = (
+    "ClientError",
+    "ClientConnectionError",
+    "ClientOSError",
+    "ClientConnectorError",
+    "ClientProxyConnectionError",
+    "ClientSSLError",
+    "ClientConnectorSSLError",
+    "ClientConnectorCertificateError",
+    "ServerConnectionError",
+    "ServerTimeoutError",
+    "ServerDisconnectedError",
+    "ServerFingerprintMismatch",
+    "ClientResponseError",
+    "ClientHttpProxyError",
+    "WSServerHandshakeError",
+    "ContentTypeError",
+    "ClientPayloadError",
+    "InvalidURL",
+)
+
+
+class ClientError(Exception):
+    """Base class for client connection errors."""
+
+
+class ClientResponseError(ClientError):
+    """Connection error during reading response.
+
+    request_info: instance of RequestInfo
+    """
+
+    def __init__(
+        self,
+        request_info: RequestInfo,
+        history: Tuple[ClientResponse, ...],
+        *,
+        code: Optional[int] = None,
+        status: Optional[int] = None,
+        message: str = "",
+        headers: Optional[LooseHeaders] = None,
+    ) -> None:
+        self.request_info = request_info
+        if code is not None:
+            if status is not None:
+                raise ValueError(
+                    "Both code and status arguments are provided; "
+                    "code is deprecated, use status instead"
+                )
+            warnings.warn(
+                "code argument is deprecated, use status instead",
+                DeprecationWarning,
+                stacklevel=2,
+            )
+        if status is not None:
+            self.status = status
+        elif code is not None:
+            self.status = code
+        else:
+            self.status = 0
+        self.message = message
+        self.headers = headers
+        self.history = history
+        self.args = (request_info, history)
+
+    def __str__(self) -> str:
+        return "{}, message={!r}, url={!r}".format(
+            self.status,
+            self.message,
+            self.request_info.real_url,
+        )
+
+    def __repr__(self) -> str:
+        args = f"{self.request_info!r}, {self.history!r}"
+        if self.status != 0:
+            args += f", status={self.status!r}"
+        if self.message != "":
+            args += f", message={self.message!r}"
+        if self.headers is not None:
+            args += f", headers={self.headers!r}"
+        return f"{type(self).__name__}({args})"
+
+    @property
+    def code(self) -> int:
+        warnings.warn(
+            "code property is deprecated, use status instead",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        return self.status
+
+    @code.setter
+    def code(self, value: int) -> None:
+        warnings.warn(
+            "code property is deprecated, use status instead",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        self.status = value
+
+
+class ContentTypeError(ClientResponseError):
+    """ContentType found is not valid."""
+
+
+class WSServerHandshakeError(ClientResponseError):
+    """websocket server handshake error."""
+
+
+class ClientHttpProxyError(ClientResponseError):
+    """HTTP proxy error.
+
+    Raised in :class:`aiohttp.connector.TCPConnector` if
+    proxy responds with status other than ``200 OK``
+    on ``CONNECT`` request.
+    """
+
+
+class TooManyRedirects(ClientResponseError):
+    """Client was redirected too many times."""
+
+
+class ClientConnectionError(ClientError):
+    """Base class for client socket errors."""
+
+
+class ClientOSError(ClientConnectionError, OSError):
+    """OSError error."""
+
+
+class ClientConnectorError(ClientOSError):
+    """Client connector error.
+
+    Raised in :class:`aiohttp.connector.TCPConnector` if
+        a connection can not be established.
+    """
+
+    def __init__(self, connection_key: ConnectionKey, os_error: OSError) -> None:
+        self._conn_key = connection_key
+        self._os_error = os_error
+        super().__init__(os_error.errno, os_error.strerror)
+        self.args = (connection_key, os_error)
+
+    @property
+    def os_error(self) -> OSError:
+        return self._os_error
+
+    @property
+    def host(self) -> str:
+        return self._conn_key.host
+
+    @property
+    def port(self) -> Optional[int]:
+        return self._conn_key.port
+
+    @property
+    def ssl(self) -> Union[SSLContext, None, bool, "Fingerprint"]:
+        return self._conn_key.ssl
+
+    def __str__(self) -> str:
+        return "Cannot connect to host {0.host}:{0.port} ssl:{1} [{2}]".format(
+            self, self.ssl if self.ssl is not None else "default", self.strerror
+        )
+
+    # OSError.__reduce__ does too much black magick
+    __reduce__ = BaseException.__reduce__
+
+
+class ClientProxyConnectionError(ClientConnectorError):
+    """Proxy connection error.
+
+    Raised in :class:`aiohttp.connector.TCPConnector` if
+        connection to proxy can not be established.
+    """
+
+
+class UnixClientConnectorError(ClientConnectorError):
+    """Unix connector error.
+
+    Raised in :py:class:`aiohttp.connector.UnixConnector`
+    if connection to unix socket can not be established.
+    """
+
+    def __init__(
+        self, path: str, connection_key: ConnectionKey, os_error: OSError
+    ) -> None:
+        self._path = path
+        super().__init__(connection_key, os_error)
+
+    @property
+    def path(self) -> str:
+        return self._path
+
+    def __str__(self) -> str:
+        return "Cannot connect to unix socket {0.path} ssl:{1} [{2}]".format(
+            self, self.ssl if self.ssl is not None else "default", self.strerror
+        )
+
+
+class ServerConnectionError(ClientConnectionError):
+    """Server connection errors."""
+
+
+class ServerDisconnectedError(ServerConnectionError):
+    """Server disconnected."""
+
+    def __init__(self, message: Union[RawResponseMessage, str, None] = None) -> None:
+        if message is None:
+            message = "Server disconnected"
+
+        self.args = (message,)
+        self.message = message
+
+
+class ServerTimeoutError(ServerConnectionError, asyncio.TimeoutError):
+    """Server timeout error."""
+
+
+class ServerFingerprintMismatch(ServerConnectionError):
+    """SSL certificate does not match expected fingerprint."""
+
+    def __init__(self, expected: bytes, got: bytes, host: str, port: int) -> None:
+        self.expected = expected
+        self.got = got
+        self.host = host
+        self.port = port
+        self.args = (expected, got, host, port)
+
+    def __repr__(self) -> str:
+        return "<{} expected={!r} got={!r} host={!r} port={!r}>".format(
+            self.__class__.__name__, self.expected, self.got, self.host, self.port
+        )
+
+
+class ClientPayloadError(ClientError):
+    """Response payload error."""
+
+
+class InvalidURL(ClientError, ValueError):
+    """Invalid URL.
+
+    URL used for fetching is malformed, e.g. it doesn't contains host
+    part.
+    """
+
+    # Derive from ValueError for backward compatibility
+
+    def __init__(self, url: Any) -> None:
+        # The type of url is not yarl.URL because the exception can be raised
+        # on URL(url) call
+        super().__init__(url)
+
+    @property
+    def url(self) -> Any:
+        return self.args[0]
+
+    def __repr__(self) -> str:
+        return f"<{self.__class__.__name__} {self.url}>"
+
+
+class ClientSSLError(ClientConnectorError):
+    """Base error for ssl.*Errors."""
+
+
+if ssl is not None:
+    cert_errors = (ssl.CertificateError,)
+    cert_errors_bases = (
+        ClientSSLError,
+        ssl.CertificateError,
+    )
+
+    ssl_errors = (ssl.SSLError,)
+    ssl_error_bases = (ClientSSLError, ssl.SSLError)
+else:  # pragma: no cover
+    cert_errors = tuple()
+    cert_errors_bases = (
+        ClientSSLError,
+        ValueError,
+    )
+
+    ssl_errors = tuple()
+    ssl_error_bases = (ClientSSLError,)
+
+
+class ClientConnectorSSLError(*ssl_error_bases):  # type: ignore[misc]
+    """Response ssl error."""
+
+
+class ClientConnectorCertificateError(*cert_errors_bases):  # type: ignore[misc]
+    """Response certificate error."""
+
+    def __init__(
+        self, connection_key: ConnectionKey, certificate_error: Exception
+    ) -> None:
+        self._conn_key = connection_key
+        self._certificate_error = certificate_error
+        self.args = (connection_key, certificate_error)
+
+    @property
+    def certificate_error(self) -> Exception:
+        return self._certificate_error
+
+    @property
+    def host(self) -> str:
+        return self._conn_key.host
+
+    @property
+    def port(self) -> Optional[int]:
+        return self._conn_key.port
+
+    @property
+    def ssl(self) -> bool:
+        return self._conn_key.is_ssl
+
+    def __str__(self) -> str:
+        return (
+            "Cannot connect to host {0.host}:{0.port} ssl:{0.ssl} "
+            "[{0.certificate_error.__class__.__name__}: "
+            "{0.certificate_error.args}]".format(self)
+        )
diff --git a/venv/lib/python3.8/site-packages/aiohttp/client_proto.py b/venv/lib/python3.8/site-packages/aiohttp/client_proto.py
new file mode 100644
index 0000000..3041157
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/client_proto.py
@@ -0,0 +1,251 @@
+import asyncio
+from contextlib import suppress
+from typing import Any, Optional, Tuple
+
+from .base_protocol import BaseProtocol
+from .client_exceptions import (
+    ClientOSError,
+    ClientPayloadError,
+    ServerDisconnectedError,
+    ServerTimeoutError,
+)
+from .helpers import BaseTimerContext
+from .http import HttpResponseParser, RawResponseMessage
+from .streams import EMPTY_PAYLOAD, DataQueue, StreamReader
+
+
+class ResponseHandler(BaseProtocol, DataQueue[Tuple[RawResponseMessage, StreamReader]]):
+    """Helper class to adapt between Protocol and StreamReader."""
+
+    def __init__(self, loop: asyncio.AbstractEventLoop) -> None:
+        BaseProtocol.__init__(self, loop=loop)
+        DataQueue.__init__(self, loop)
+
+        self._should_close = False
+
+        self._payload: Optional[StreamReader] = None
+        self._skip_payload = False
+        self._payload_parser = None
+
+        self._timer = None
+
+        self._tail = b""
+        self._upgraded = False
+        self._parser: Optional[HttpResponseParser] = None
+
+        self._read_timeout: Optional[float] = None
+        self._read_timeout_handle: Optional[asyncio.TimerHandle] = None
+
+    @property
+    def upgraded(self) -> bool:
+        return self._upgraded
+
+    @property
+    def should_close(self) -> bool:
+        if self._payload is not None and not self._payload.is_eof() or self._upgraded:
+            return True
+
+        return (
+            self._should_close
+            or self._upgraded
+            or self.exception() is not None
+            or self._payload_parser is not None
+            or len(self) > 0
+            or bool(self._tail)
+        )
+
+    def force_close(self) -> None:
+        self._should_close = True
+
+    def close(self) -> None:
+        transport = self.transport
+        if transport is not None:
+            transport.close()
+            self.transport = None
+            self._payload = None
+            self._drop_timeout()
+
+    def is_connected(self) -> bool:
+        return self.transport is not None and not self.transport.is_closing()
+
+    def connection_lost(self, exc: Optional[BaseException]) -> None:
+        self._drop_timeout()
+
+        if self._payload_parser is not None:
+            with suppress(Exception):
+                self._payload_parser.feed_eof()
+
+        uncompleted = None
+        if self._parser is not None:
+            try:
+                uncompleted = self._parser.feed_eof()
+            except Exception:
+                if self._payload is not None:
+                    self._payload.set_exception(
+                        ClientPayloadError("Response payload is not completed")
+                    )
+
+        if not self.is_eof():
+            if isinstance(exc, OSError):
+                exc = ClientOSError(*exc.args)
+            if exc is None:
+                exc = ServerDisconnectedError(uncompleted)
+            # assigns self._should_close to True as side effect,
+            # we do it anyway below
+            self.set_exception(exc)
+
+        self._should_close = True
+        self._parser = None
+        self._payload = None
+        self._payload_parser = None
+        self._reading_paused = False
+
+        super().connection_lost(exc)
+
+    def eof_received(self) -> None:
+        # should call parser.feed_eof() most likely
+        self._drop_timeout()
+
+    def pause_reading(self) -> None:
+        super().pause_reading()
+        self._drop_timeout()
+
+    def resume_reading(self) -> None:
+        super().resume_reading()
+        self._reschedule_timeout()
+
+    def set_exception(self, exc: BaseException) -> None:
+        self._should_close = True
+        self._drop_timeout()
+        super().set_exception(exc)
+
+    def set_parser(self, parser: Any, payload: Any) -> None:
+        # TODO: actual types are:
+        #   parser: WebSocketReader
+        #   payload: FlowControlDataQueue
+        # but they are not generi enough
+        # Need an ABC for both types
+        self._payload = payload
+        self._payload_parser = parser
+
+        self._drop_timeout()
+
+        if self._tail:
+            data, self._tail = self._tail, b""
+            self.data_received(data)
+
+    def set_response_params(
+        self,
+        *,
+        timer: Optional[BaseTimerContext] = None,
+        skip_payload: bool = False,
+        read_until_eof: bool = False,
+        auto_decompress: bool = True,
+        read_timeout: Optional[float] = None,
+        read_bufsize: int = 2**16,
+    ) -> None:
+        self._skip_payload = skip_payload
+
+        self._read_timeout = read_timeout
+        self._reschedule_timeout()
+
+        self._parser = HttpResponseParser(
+            self,
+            self._loop,
+            read_bufsize,
+            timer=timer,
+            payload_exception=ClientPayloadError,
+            response_with_body=not skip_payload,
+            read_until_eof=read_until_eof,
+            auto_decompress=auto_decompress,
+        )
+
+        if self._tail:
+            data, self._tail = self._tail, b""
+            self.data_received(data)
+
+    def _drop_timeout(self) -> None:
+        if self._read_timeout_handle is not None:
+            self._read_timeout_handle.cancel()
+            self._read_timeout_handle = None
+
+    def _reschedule_timeout(self) -> None:
+        timeout = self._read_timeout
+        if self._read_timeout_handle is not None:
+            self._read_timeout_handle.cancel()
+
+        if timeout:
+            self._read_timeout_handle = self._loop.call_later(
+                timeout, self._on_read_timeout
+            )
+        else:
+            self._read_timeout_handle = None
+
+    def _on_read_timeout(self) -> None:
+        exc = ServerTimeoutError("Timeout on reading data from socket")
+        self.set_exception(exc)
+        if self._payload is not None:
+            self._payload.set_exception(exc)
+
+    def data_received(self, data: bytes) -> None:
+        self._reschedule_timeout()
+
+        if not data:
+            return
+
+        # custom payload parser
+        if self._payload_parser is not None:
+            eof, tail = self._payload_parser.feed_data(data)
+            if eof:
+                self._payload = None
+                self._payload_parser = None
+
+                if tail:
+                    self.data_received(tail)
+            return
+        else:
+            if self._upgraded or self._parser is None:
+                # i.e. websocket connection, websocket parser is not set yet
+                self._tail += data
+            else:
+                # parse http messages
+                try:
+                    messages, upgraded, tail = self._parser.feed_data(data)
+                except BaseException as exc:
+                    if self.transport is not None:
+                        # connection.release() could be called BEFORE
+                        # data_received(), the transport is already
+                        # closed in this case
+                        self.transport.close()
+                    # should_close is True after the call
+                    self.set_exception(exc)
+                    return
+
+                self._upgraded = upgraded
+
+                payload: Optional[StreamReader] = None
+                for message, payload in messages:
+                    if message.should_close:
+                        self._should_close = True
+
+                    self._payload = payload
+
+                    if self._skip_payload or message.code in (204, 304):
+                        self.feed_data((message, EMPTY_PAYLOAD), 0)
+                    else:
+                        self.feed_data((message, payload), 0)
+                if payload is not None:
+                    # new message(s) was processed
+                    # register timeout handler unsubscribing
+                    # either on end-of-stream or immediately for
+                    # EMPTY_PAYLOAD
+                    if payload is not EMPTY_PAYLOAD:
+                        payload.on_eof(self._drop_timeout)
+                    else:
+                        self._drop_timeout()
+
+                if tail:
+                    if upgraded:
+                        self.data_received(tail)
+                    else:
+                        self._tail = tail
diff --git a/venv/lib/python3.8/site-packages/aiohttp/client_reqrep.py b/venv/lib/python3.8/site-packages/aiohttp/client_reqrep.py
new file mode 100644
index 0000000..28b8a28
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/client_reqrep.py
@@ -0,0 +1,1134 @@
+import asyncio
+import codecs
+import functools
+import io
+import re
+import sys
+import traceback
+import warnings
+from hashlib import md5, sha1, sha256
+from http.cookies import CookieError, Morsel, SimpleCookie
+from types import MappingProxyType, TracebackType
+from typing import (
+    TYPE_CHECKING,
+    Any,
+    Dict,
+    Iterable,
+    List,
+    Mapping,
+    Optional,
+    Tuple,
+    Type,
+    Union,
+    cast,
+)
+
+import attr
+from multidict import CIMultiDict, CIMultiDictProxy, MultiDict, MultiDictProxy
+from yarl import URL
+
+from . import hdrs, helpers, http, multipart, payload
+from .abc import AbstractStreamWriter
+from .client_exceptions import (
+    ClientConnectionError,
+    ClientOSError,
+    ClientResponseError,
+    ContentTypeError,
+    InvalidURL,
+    ServerFingerprintMismatch,
+)
+from .formdata import FormData
+from .helpers import (
+    PY_36,
+    BaseTimerContext,
+    BasicAuth,
+    HeadersMixin,
+    TimerNoop,
+    noop,
+    reify,
+    set_result,
+)
+from .http import SERVER_SOFTWARE, HttpVersion10, HttpVersion11, StreamWriter
+from .log import client_logger
+from .streams import StreamReader
+from .typedefs import (
+    DEFAULT_JSON_DECODER,
+    JSONDecoder,
+    LooseCookies,
+    LooseHeaders,
+    RawHeaders,
+)
+
+try:
+    import ssl
+    from ssl import SSLContext
+except ImportError:  # pragma: no cover
+    ssl = None  # type: ignore[assignment]
+    SSLContext = object  # type: ignore[misc,assignment]
+
+try:
+    import cchardet as chardet
+except ImportError:  # pragma: no cover
+    import charset_normalizer as chardet  # type: ignore[no-redef]
+
+
+__all__ = ("ClientRequest", "ClientResponse", "RequestInfo", "Fingerprint")
+
+
+if TYPE_CHECKING:  # pragma: no cover
+    from .client import ClientSession
+    from .connector import Connection
+    from .tracing import Trace
+
+
+json_re = re.compile(r"^application/(?:[\w.+-]+?\+)?json")
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class ContentDisposition:
+    type: Optional[str]
+    parameters: "MappingProxyType[str, str]"
+    filename: Optional[str]
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class RequestInfo:
+    url: URL
+    method: str
+    headers: "CIMultiDictProxy[str]"
+    real_url: URL = attr.ib()
+
+    @real_url.default
+    def real_url_default(self) -> URL:
+        return self.url
+
+
+class Fingerprint:
+    HASHFUNC_BY_DIGESTLEN = {
+        16: md5,
+        20: sha1,
+        32: sha256,
+    }
+
+    def __init__(self, fingerprint: bytes) -> None:
+        digestlen = len(fingerprint)
+        hashfunc = self.HASHFUNC_BY_DIGESTLEN.get(digestlen)
+        if not hashfunc:
+            raise ValueError("fingerprint has invalid length")
+        elif hashfunc is md5 or hashfunc is sha1:
+            raise ValueError(
+                "md5 and sha1 are insecure and " "not supported. Use sha256."
+            )
+        self._hashfunc = hashfunc
+        self._fingerprint = fingerprint
+
+    @property
+    def fingerprint(self) -> bytes:
+        return self._fingerprint
+
+    def check(self, transport: asyncio.Transport) -> None:
+        if not transport.get_extra_info("sslcontext"):
+            return
+        sslobj = transport.get_extra_info("ssl_object")
+        cert = sslobj.getpeercert(binary_form=True)
+        got = self._hashfunc(cert).digest()
+        if got != self._fingerprint:
+            host, port, *_ = transport.get_extra_info("peername")
+            raise ServerFingerprintMismatch(self._fingerprint, got, host, port)
+
+
+if ssl is not None:
+    SSL_ALLOWED_TYPES = (ssl.SSLContext, bool, Fingerprint, type(None))
+else:  # pragma: no cover
+    SSL_ALLOWED_TYPES = type(None)
+
+
+def _merge_ssl_params(
+    ssl: Union["SSLContext", bool, Fingerprint, None],
+    verify_ssl: Optional[bool],
+    ssl_context: Optional["SSLContext"],
+    fingerprint: Optional[bytes],
+) -> Union["SSLContext", bool, Fingerprint, None]:
+    if verify_ssl is not None and not verify_ssl:
+        warnings.warn(
+            "verify_ssl is deprecated, use ssl=False instead",
+            DeprecationWarning,
+            stacklevel=3,
+        )
+        if ssl is not None:
+            raise ValueError(
+                "verify_ssl, ssl_context, fingerprint and ssl "
+                "parameters are mutually exclusive"
+            )
+        else:
+            ssl = False
+    if ssl_context is not None:
+        warnings.warn(
+            "ssl_context is deprecated, use ssl=context instead",
+            DeprecationWarning,
+            stacklevel=3,
+        )
+        if ssl is not None:
+            raise ValueError(
+                "verify_ssl, ssl_context, fingerprint and ssl "
+                "parameters are mutually exclusive"
+            )
+        else:
+            ssl = ssl_context
+    if fingerprint is not None:
+        warnings.warn(
+            "fingerprint is deprecated, " "use ssl=Fingerprint(fingerprint) instead",
+            DeprecationWarning,
+            stacklevel=3,
+        )
+        if ssl is not None:
+            raise ValueError(
+                "verify_ssl, ssl_context, fingerprint and ssl "
+                "parameters are mutually exclusive"
+            )
+        else:
+            ssl = Fingerprint(fingerprint)
+    if not isinstance(ssl, SSL_ALLOWED_TYPES):
+        raise TypeError(
+            "ssl should be SSLContext, bool, Fingerprint or None, "
+            "got {!r} instead.".format(ssl)
+        )
+    return ssl
+
+
+@attr.s(auto_attribs=True, slots=True, frozen=True)
+class ConnectionKey:
+    # the key should contain an information about used proxy / TLS
+    # to prevent reusing wrong connections from a pool
+    host: str
+    port: Optional[int]
+    is_ssl: bool
+    ssl: Union[SSLContext, None, bool, Fingerprint]
+    proxy: Optional[URL]
+    proxy_auth: Optional[BasicAuth]
+    proxy_headers_hash: Optional[int]  # hash(CIMultiDict)
+
+
+def _is_expected_content_type(
+    response_content_type: str, expected_content_type: str
+) -> bool:
+    if expected_content_type == "application/json":
+        return json_re.match(response_content_type) is not None
+    return expected_content_type in response_content_type
+
+
+class ClientRequest:
+    GET_METHODS = {
+        hdrs.METH_GET,
+        hdrs.METH_HEAD,
+        hdrs.METH_OPTIONS,
+        hdrs.METH_TRACE,
+    }
+    POST_METHODS = {hdrs.METH_PATCH, hdrs.METH_POST, hdrs.METH_PUT}
+    ALL_METHODS = GET_METHODS.union(POST_METHODS).union({hdrs.METH_DELETE})
+
+    DEFAULT_HEADERS = {
+        hdrs.ACCEPT: "*/*",
+        hdrs.ACCEPT_ENCODING: "gzip, deflate",
+    }
+
+    body = b""
+    auth = None
+    response = None
+
+    _writer = None  # async task for streaming data
+    _continue = None  # waiter future for '100 Continue' response
+
+    # N.B.
+    # Adding __del__ method with self._writer closing doesn't make sense
+    # because _writer is instance method, thus it keeps a reference to self.
+    # Until writer has finished finalizer will not be called.
+
+    def __init__(
+        self,
+        method: str,
+        url: URL,
+        *,
+        params: Optional[Mapping[str, str]] = None,
+        headers: Optional[LooseHeaders] = None,
+        skip_auto_headers: Iterable[str] = frozenset(),
+        data: Any = None,
+        cookies: Optional[LooseCookies] = None,
+        auth: Optional[BasicAuth] = None,
+        version: http.HttpVersion = http.HttpVersion11,
+        compress: Optional[str] = None,
+        chunked: Optional[bool] = None,
+        expect100: bool = False,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+        response_class: Optional[Type["ClientResponse"]] = None,
+        proxy: Optional[URL] = None,
+        proxy_auth: Optional[BasicAuth] = None,
+        timer: Optional[BaseTimerContext] = None,
+        session: Optional["ClientSession"] = None,
+        ssl: Union[SSLContext, bool, Fingerprint, None] = None,
+        proxy_headers: Optional[LooseHeaders] = None,
+        traces: Optional[List["Trace"]] = None,
+    ):
+
+        if loop is None:
+            loop = asyncio.get_event_loop()
+
+        assert isinstance(url, URL), url
+        assert isinstance(proxy, (URL, type(None))), proxy
+        # FIXME: session is None in tests only, need to fix tests
+        # assert session is not None
+        self._session = cast("ClientSession", session)
+        if params:
+            q = MultiDict(url.query)
+            url2 = url.with_query(params)
+            q.extend(url2.query)
+            url = url.with_query(q)
+        self.original_url = url
+        self.url = url.with_fragment(None)
+        self.method = method.upper()
+        self.chunked = chunked
+        self.compress = compress
+        self.loop = loop
+        self.length = None
+        if response_class is None:
+            real_response_class = ClientResponse
+        else:
+            real_response_class = response_class
+        self.response_class: Type[ClientResponse] = real_response_class
+        self._timer = timer if timer is not None else TimerNoop()
+        self._ssl = ssl
+
+        if loop.get_debug():
+            self._source_traceback = traceback.extract_stack(sys._getframe(1))
+
+        self.update_version(version)
+        self.update_host(url)
+        self.update_headers(headers)
+        self.update_auto_headers(skip_auto_headers)
+        self.update_cookies(cookies)
+        self.update_content_encoding(data)
+        self.update_auth(auth)
+        self.update_proxy(proxy, proxy_auth, proxy_headers)
+
+        self.update_body_from_data(data)
+        if data is not None or self.method not in self.GET_METHODS:
+            self.update_transfer_encoding()
+        self.update_expect_continue(expect100)
+        if traces is None:
+            traces = []
+        self._traces = traces
+
+    def is_ssl(self) -> bool:
+        return self.url.scheme in ("https", "wss")
+
+    @property
+    def ssl(self) -> Union["SSLContext", None, bool, Fingerprint]:
+        return self._ssl
+
+    @property
+    def connection_key(self) -> ConnectionKey:
+        proxy_headers = self.proxy_headers
+        if proxy_headers:
+            h: Optional[int] = hash(tuple((k, v) for k, v in proxy_headers.items()))
+        else:
+            h = None
+        return ConnectionKey(
+            self.host,
+            self.port,
+            self.is_ssl(),
+            self.ssl,
+            self.proxy,
+            self.proxy_auth,
+            h,
+        )
+
+    @property
+    def host(self) -> str:
+        ret = self.url.raw_host
+        assert ret is not None
+        return ret
+
+    @property
+    def port(self) -> Optional[int]:
+        return self.url.port
+
+    @property
+    def request_info(self) -> RequestInfo:
+        headers: CIMultiDictProxy[str] = CIMultiDictProxy(self.headers)
+        return RequestInfo(self.url, self.method, headers, self.original_url)
+
+    def update_host(self, url: URL) -> None:
+        """Update destination host, port and connection type (ssl)."""
+        # get host/port
+        if not url.raw_host:
+            raise InvalidURL(url)
+
+        # basic auth info
+        username, password = url.user, url.password
+        if username:
+            self.auth = helpers.BasicAuth(username, password or "")
+
+    def update_version(self, version: Union[http.HttpVersion, str]) -> None:
+        """Convert request version to two elements tuple.
+
+        parser HTTP version '1.1' => (1, 1)
+        """
+        if isinstance(version, str):
+            v = [part.strip() for part in version.split(".", 1)]
+            try:
+                version = http.HttpVersion(int(v[0]), int(v[1]))
+            except ValueError:
+                raise ValueError(
+                    f"Can not parse http version number: {version}"
+                ) from None
+        self.version = version
+
+    def update_headers(self, headers: Optional[LooseHeaders]) -> None:
+        """Update request headers."""
+        self.headers: CIMultiDict[str] = CIMultiDict()
+
+        # add host
+        netloc = cast(str, self.url.raw_host)
+        if helpers.is_ipv6_address(netloc):
+            netloc = f"[{netloc}]"
+        if self.url.port is not None and not self.url.is_default_port():
+            netloc += ":" + str(self.url.port)
+        self.headers[hdrs.HOST] = netloc
+
+        if headers:
+            if isinstance(headers, (dict, MultiDictProxy, MultiDict)):
+                headers = headers.items()  # type: ignore[assignment]
+
+            for key, value in headers:  # type: ignore[misc]
+                # A special case for Host header
+                if key.lower() == "host":
+                    self.headers[key] = value
+                else:
+                    self.headers.add(key, value)
+
+    def update_auto_headers(self, skip_auto_headers: Iterable[str]) -> None:
+        self.skip_auto_headers = CIMultiDict(
+            (hdr, None) for hdr in sorted(skip_auto_headers)
+        )
+        used_headers = self.headers.copy()
+        used_headers.extend(self.skip_auto_headers)  # type: ignore[arg-type]
+
+        for hdr, val in self.DEFAULT_HEADERS.items():
+            if hdr not in used_headers:
+                self.headers.add(hdr, val)
+
+        if hdrs.USER_AGENT not in used_headers:
+            self.headers[hdrs.USER_AGENT] = SERVER_SOFTWARE
+
+    def update_cookies(self, cookies: Optional[LooseCookies]) -> None:
+        """Update request cookies header."""
+        if not cookies:
+            return
+
+        c: SimpleCookie[str] = SimpleCookie()
+        if hdrs.COOKIE in self.headers:
+            c.load(self.headers.get(hdrs.COOKIE, ""))
+            del self.headers[hdrs.COOKIE]
+
+        if isinstance(cookies, Mapping):
+            iter_cookies = cookies.items()
+        else:
+            iter_cookies = cookies  # type: ignore[assignment]
+        for name, value in iter_cookies:
+            if isinstance(value, Morsel):
+                # Preserve coded_value
+                mrsl_val = value.get(value.key, Morsel())
+                mrsl_val.set(value.key, value.value, value.coded_value)
+                c[name] = mrsl_val
+            else:
+                c[name] = value  # type: ignore[assignment]
+
+        self.headers[hdrs.COOKIE] = c.output(header="", sep=";").strip()
+
+    def update_content_encoding(self, data: Any) -> None:
+        """Set request content encoding."""
+        if data is None:
+            return
+
+        enc = self.headers.get(hdrs.CONTENT_ENCODING, "").lower()
+        if enc:
+            if self.compress:
+                raise ValueError(
+                    "compress can not be set " "if Content-Encoding header is set"
+                )
+        elif self.compress:
+            if not isinstance(self.compress, str):
+                self.compress = "deflate"
+            self.headers[hdrs.CONTENT_ENCODING] = self.compress
+            self.chunked = True  # enable chunked, no need to deal with length
+
+    def update_transfer_encoding(self) -> None:
+        """Analyze transfer-encoding header."""
+        te = self.headers.get(hdrs.TRANSFER_ENCODING, "").lower()
+
+        if "chunked" in te:
+            if self.chunked:
+                raise ValueError(
+                    "chunked can not be set "
+                    'if "Transfer-Encoding: chunked" header is set'
+                )
+
+        elif self.chunked:
+            if hdrs.CONTENT_LENGTH in self.headers:
+                raise ValueError(
+                    "chunked can not be set " "if Content-Length header is set"
+                )
+
+            self.headers[hdrs.TRANSFER_ENCODING] = "chunked"
+        else:
+            if hdrs.CONTENT_LENGTH not in self.headers:
+                self.headers[hdrs.CONTENT_LENGTH] = str(len(self.body))
+
+    def update_auth(self, auth: Optional[BasicAuth]) -> None:
+        """Set basic auth."""
+        if auth is None:
+            auth = self.auth
+        if auth is None:
+            return
+
+        if not isinstance(auth, helpers.BasicAuth):
+            raise TypeError("BasicAuth() tuple is required instead")
+
+        self.headers[hdrs.AUTHORIZATION] = auth.encode()
+
+    def update_body_from_data(self, body: Any) -> None:
+        if body is None:
+            return
+
+        # FormData
+        if isinstance(body, FormData):
+            body = body()
+
+        try:
+            body = payload.PAYLOAD_REGISTRY.get(body, disposition=None)
+        except payload.LookupError:
+            body = FormData(body)()
+
+        self.body = body
+
+        # enable chunked encoding if needed
+        if not self.chunked:
+            if hdrs.CONTENT_LENGTH not in self.headers:
+                size = body.size
+                if size is None:
+                    self.chunked = True
+                else:
+                    if hdrs.CONTENT_LENGTH not in self.headers:
+                        self.headers[hdrs.CONTENT_LENGTH] = str(size)
+
+        # copy payload headers
+        assert body.headers
+        for (key, value) in body.headers.items():
+            if key in self.headers:
+                continue
+            if key in self.skip_auto_headers:
+                continue
+            self.headers[key] = value
+
+    def update_expect_continue(self, expect: bool = False) -> None:
+        if expect:
+            self.headers[hdrs.EXPECT] = "100-continue"
+        elif self.headers.get(hdrs.EXPECT, "").lower() == "100-continue":
+            expect = True
+
+        if expect:
+            self._continue = self.loop.create_future()
+
+    def update_proxy(
+        self,
+        proxy: Optional[URL],
+        proxy_auth: Optional[BasicAuth],
+        proxy_headers: Optional[LooseHeaders],
+    ) -> None:
+        if proxy_auth and not isinstance(proxy_auth, helpers.BasicAuth):
+            raise ValueError("proxy_auth must be None or BasicAuth() tuple")
+        self.proxy = proxy
+        self.proxy_auth = proxy_auth
+        self.proxy_headers = proxy_headers
+
+    def keep_alive(self) -> bool:
+        if self.version < HttpVersion10:
+            # keep alive not supported at all
+            return False
+        if self.version == HttpVersion10:
+            if self.headers.get(hdrs.CONNECTION) == "keep-alive":
+                return True
+            else:  # no headers means we close for Http 1.0
+                return False
+        elif self.headers.get(hdrs.CONNECTION) == "close":
+            return False
+
+        return True
+
+    async def write_bytes(
+        self, writer: AbstractStreamWriter, conn: "Connection"
+    ) -> None:
+        """Support coroutines that yields bytes objects."""
+        # 100 response
+        if self._continue is not None:
+            await writer.drain()
+            await self._continue
+
+        protocol = conn.protocol
+        assert protocol is not None
+        try:
+            if isinstance(self.body, payload.Payload):
+                await self.body.write(writer)
+            else:
+                if isinstance(self.body, (bytes, bytearray)):
+                    self.body = (self.body,)  # type: ignore[assignment]
+
+                for chunk in self.body:
+                    await writer.write(chunk)  # type: ignore[arg-type]
+
+            await writer.write_eof()
+        except OSError as exc:
+            if exc.errno is None and isinstance(exc, asyncio.TimeoutError):
+                protocol.set_exception(exc)
+            else:
+                new_exc = ClientOSError(
+                    exc.errno, "Can not write request body for %s" % self.url
+                )
+                new_exc.__context__ = exc
+                new_exc.__cause__ = exc
+                protocol.set_exception(new_exc)
+        except asyncio.CancelledError as exc:
+            if not conn.closed:
+                protocol.set_exception(exc)
+        except Exception as exc:
+            protocol.set_exception(exc)
+        finally:
+            self._writer = None
+
+    async def send(self, conn: "Connection") -> "ClientResponse":
+        # Specify request target:
+        # - CONNECT request must send authority form URI
+        # - not CONNECT proxy must send absolute form URI
+        # - most common is origin form URI
+        if self.method == hdrs.METH_CONNECT:
+            connect_host = self.url.raw_host
+            assert connect_host is not None
+            if helpers.is_ipv6_address(connect_host):
+                connect_host = f"[{connect_host}]"
+            path = f"{connect_host}:{self.url.port}"
+        elif self.proxy and not self.is_ssl():
+            path = str(self.url)
+        else:
+            path = self.url.raw_path
+            if self.url.raw_query_string:
+                path += "?" + self.url.raw_query_string
+
+        protocol = conn.protocol
+        assert protocol is not None
+        writer = StreamWriter(
+            protocol,
+            self.loop,
+            on_chunk_sent=functools.partial(
+                self._on_chunk_request_sent, self.method, self.url
+            ),
+            on_headers_sent=functools.partial(
+                self._on_headers_request_sent, self.method, self.url
+            ),
+        )
+
+        if self.compress:
+            writer.enable_compression(self.compress)
+
+        if self.chunked is not None:
+            writer.enable_chunking()
+
+        # set default content-type
+        if (
+            self.method in self.POST_METHODS
+            and hdrs.CONTENT_TYPE not in self.skip_auto_headers
+            and hdrs.CONTENT_TYPE not in self.headers
+        ):
+            self.headers[hdrs.CONTENT_TYPE] = "application/octet-stream"
+
+        # set the connection header
+        connection = self.headers.get(hdrs.CONNECTION)
+        if not connection:
+            if self.keep_alive():
+                if self.version == HttpVersion10:
+                    connection = "keep-alive"
+            else:
+                if self.version == HttpVersion11:
+                    connection = "close"
+
+        if connection is not None:
+            self.headers[hdrs.CONNECTION] = connection
+
+        # status + headers
+        status_line = "{0} {1} HTTP/{2[0]}.{2[1]}".format(
+            self.method, path, self.version
+        )
+        await writer.write_headers(status_line, self.headers)
+
+        self._writer = self.loop.create_task(self.write_bytes(writer, conn))
+
+        response_class = self.response_class
+        assert response_class is not None
+        self.response = response_class(
+            self.method,
+            self.original_url,
+            writer=self._writer,
+            continue100=self._continue,
+            timer=self._timer,
+            request_info=self.request_info,
+            traces=self._traces,
+            loop=self.loop,
+            session=self._session,
+        )
+        return self.response
+
+    async def close(self) -> None:
+        if self._writer is not None:
+            try:
+                await self._writer
+            finally:
+                self._writer = None
+
+    def terminate(self) -> None:
+        if self._writer is not None:
+            if not self.loop.is_closed():
+                self._writer.cancel()
+            self._writer = None
+
+    async def _on_chunk_request_sent(self, method: str, url: URL, chunk: bytes) -> None:
+        for trace in self._traces:
+            await trace.send_request_chunk_sent(method, url, chunk)
+
+    async def _on_headers_request_sent(
+        self, method: str, url: URL, headers: "CIMultiDict[str]"
+    ) -> None:
+        for trace in self._traces:
+            await trace.send_request_headers(method, url, headers)
+
+
+class ClientResponse(HeadersMixin):
+
+    # from the Status-Line of the response
+    version = None  # HTTP-Version
+    status: int = None  # type: ignore[assignment] # Status-Code
+    reason = None  # Reason-Phrase
+
+    content: StreamReader = None  # type: ignore[assignment] # Payload stream
+    _headers: "CIMultiDictProxy[str]" = None  # type: ignore[assignment]
+    _raw_headers: RawHeaders = None  # type: ignore[assignment] # Response raw headers
+
+    _connection = None  # current connection
+    _source_traceback = None
+    # setted up by ClientRequest after ClientResponse object creation
+    # post-init stage allows to not change ctor signature
+    _closed = True  # to allow __del__ for non-initialized properly response
+    _released = False
+
+    def __init__(
+        self,
+        method: str,
+        url: URL,
+        *,
+        writer: "asyncio.Task[None]",
+        continue100: Optional["asyncio.Future[bool]"],
+        timer: BaseTimerContext,
+        request_info: RequestInfo,
+        traces: List["Trace"],
+        loop: asyncio.AbstractEventLoop,
+        session: "ClientSession",
+    ) -> None:
+        assert isinstance(url, URL)
+
+        self.method = method
+        self.cookies: SimpleCookie[str] = SimpleCookie()
+
+        self._real_url = url
+        self._url = url.with_fragment(None)
+        self._body: Any = None
+        self._writer: Optional[asyncio.Task[None]] = writer
+        self._continue = continue100  # None by default
+        self._closed = True
+        self._history: Tuple[ClientResponse, ...] = ()
+        self._request_info = request_info
+        self._timer = timer if timer is not None else TimerNoop()
+        self._cache: Dict[str, Any] = {}
+        self._traces = traces
+        self._loop = loop
+        # store a reference to session #1985
+        self._session: Optional[ClientSession] = session
+        if loop.get_debug():
+            self._source_traceback = traceback.extract_stack(sys._getframe(1))
+
+    @reify
+    def url(self) -> URL:
+        return self._url
+
+    @reify
+    def url_obj(self) -> URL:
+        warnings.warn("Deprecated, use .url #1654", DeprecationWarning, stacklevel=2)
+        return self._url
+
+    @reify
+    def real_url(self) -> URL:
+        return self._real_url
+
+    @reify
+    def host(self) -> str:
+        assert self._url.host is not None
+        return self._url.host
+
+    @reify
+    def headers(self) -> "CIMultiDictProxy[str]":
+        return self._headers
+
+    @reify
+    def raw_headers(self) -> RawHeaders:
+        return self._raw_headers
+
+    @reify
+    def request_info(self) -> RequestInfo:
+        return self._request_info
+
+    @reify
+    def content_disposition(self) -> Optional[ContentDisposition]:
+        raw = self._headers.get(hdrs.CONTENT_DISPOSITION)
+        if raw is None:
+            return None
+        disposition_type, params_dct = multipart.parse_content_disposition(raw)
+        params = MappingProxyType(params_dct)
+        filename = multipart.content_disposition_filename(params)
+        return ContentDisposition(disposition_type, params, filename)
+
+    def __del__(self, _warnings: Any = warnings) -> None:
+        if self._closed:
+            return
+
+        if self._connection is not None:
+            self._connection.release()
+            self._cleanup_writer()
+
+            if self._loop.get_debug():
+                if PY_36:
+                    kwargs = {"source": self}
+                else:
+                    kwargs = {}
+                _warnings.warn(f"Unclosed response {self!r}", ResourceWarning, **kwargs)
+                context = {"client_response": self, "message": "Unclosed response"}
+                if self._source_traceback:
+                    context["source_traceback"] = self._source_traceback
+                self._loop.call_exception_handler(context)
+
+    def __repr__(self) -> str:
+        out = io.StringIO()
+        ascii_encodable_url = str(self.url)
+        if self.reason:
+            ascii_encodable_reason = self.reason.encode(
+                "ascii", "backslashreplace"
+            ).decode("ascii")
+        else:
+            ascii_encodable_reason = self.reason
+        print(
+            "<ClientResponse({}) [{} {}]>".format(
+                ascii_encodable_url, self.status, ascii_encodable_reason
+            ),
+            file=out,
+        )
+        print(self.headers, file=out)
+        return out.getvalue()
+
+    @property
+    def connection(self) -> Optional["Connection"]:
+        return self._connection
+
+    @reify
+    def history(self) -> Tuple["ClientResponse", ...]:
+        """A sequence of of responses, if redirects occurred."""
+        return self._history
+
+    @reify
+    def links(self) -> "MultiDictProxy[MultiDictProxy[Union[str, URL]]]":
+        links_str = ", ".join(self.headers.getall("link", []))
+
+        if not links_str:
+            return MultiDictProxy(MultiDict())
+
+        links: MultiDict[MultiDictProxy[Union[str, URL]]] = MultiDict()
+
+        for val in re.split(r",(?=\s*<)", links_str):
+            match = re.match(r"\s*<(.*)>(.*)", val)
+            if match is None:  # pragma: no cover
+                # the check exists to suppress mypy error
+                continue
+            url, params_str = match.groups()
+            params = params_str.split(";")[1:]
+
+            link: MultiDict[Union[str, URL]] = MultiDict()
+
+            for param in params:
+                match = re.match(r"^\s*(\S*)\s*=\s*(['\"]?)(.*?)(\2)\s*$", param, re.M)
+                if match is None:  # pragma: no cover
+                    # the check exists to suppress mypy error
+                    continue
+                key, _, value, _ = match.groups()
+
+                link.add(key, value)
+
+            key = link.get("rel", url)  # type: ignore[assignment]
+
+            link.add("url", self.url.join(URL(url)))
+
+            links.add(key, MultiDictProxy(link))
+
+        return MultiDictProxy(links)
+
+    async def start(self, connection: "Connection") -> "ClientResponse":
+        """Start response processing."""
+        self._closed = False
+        self._protocol = connection.protocol
+        self._connection = connection
+
+        with self._timer:
+            while True:
+                # read response
+                try:
+                    protocol = self._protocol
+                    message, payload = await protocol.read()  # type: ignore[union-attr]
+                except http.HttpProcessingError as exc:
+                    raise ClientResponseError(
+                        self.request_info,
+                        self.history,
+                        status=exc.code,
+                        message=exc.message,
+                        headers=exc.headers,
+                    ) from exc
+
+                if message.code < 100 or message.code > 199 or message.code == 101:
+                    break
+
+                if self._continue is not None:
+                    set_result(self._continue, True)
+                    self._continue = None
+
+        # payload eof handler
+        payload.on_eof(self._response_eof)
+
+        # response status
+        self.version = message.version
+        self.status = message.code
+        self.reason = message.reason
+
+        # headers
+        self._headers = message.headers  # type is CIMultiDictProxy
+        self._raw_headers = message.raw_headers  # type is Tuple[bytes, bytes]
+
+        # payload
+        self.content = payload
+
+        # cookies
+        for hdr in self.headers.getall(hdrs.SET_COOKIE, ()):
+            try:
+                self.cookies.load(hdr)
+            except CookieError as exc:
+                client_logger.warning("Can not load response cookies: %s", exc)
+        return self
+
+    def _response_eof(self) -> None:
+        if self._closed:
+            return
+
+        if self._connection is not None:
+            # websocket, protocol could be None because
+            # connection could be detached
+            if (
+                self._connection.protocol is not None
+                and self._connection.protocol.upgraded
+            ):
+                return
+
+            self._connection.release()
+            self._connection = None
+
+        self._closed = True
+        self._cleanup_writer()
+
+    @property
+    def closed(self) -> bool:
+        return self._closed
+
+    def close(self) -> None:
+        if not self._released:
+            self._notify_content()
+        if self._closed:
+            return
+
+        self._closed = True
+        if self._loop is None or self._loop.is_closed():
+            return
+
+        if self._connection is not None:
+            self._connection.close()
+            self._connection = None
+        self._cleanup_writer()
+
+    def release(self) -> Any:
+        if not self._released:
+            self._notify_content()
+        if self._closed:
+            return noop()
+
+        self._closed = True
+        if self._connection is not None:
+            self._connection.release()
+            self._connection = None
+
+        self._cleanup_writer()
+        return noop()
+
+    @property
+    def ok(self) -> bool:
+        """Returns ``True`` if ``status`` is less than ``400``, ``False`` if not.
+
+        This is **not** a check for ``200 OK`` but a check that the response
+        status is under 400.
+        """
+        return 400 > self.status
+
+    def raise_for_status(self) -> None:
+        if not self.ok:
+            # reason should always be not None for a started response
+            assert self.reason is not None
+            self.release()
+            raise ClientResponseError(
+                self.request_info,
+                self.history,
+                status=self.status,
+                message=self.reason,
+                headers=self.headers,
+            )
+
+    def _cleanup_writer(self) -> None:
+        if self._writer is not None:
+            self._writer.cancel()
+        self._writer = None
+        self._session = None
+
+    def _notify_content(self) -> None:
+        content = self.content
+        if content and content.exception() is None:
+            content.set_exception(ClientConnectionError("Connection closed"))
+        self._released = True
+
+    async def wait_for_close(self) -> None:
+        if self._writer is not None:
+            try:
+                await self._writer
+            finally:
+                self._writer = None
+        self.release()
+
+    async def read(self) -> bytes:
+        """Read response payload."""
+        if self._body is None:
+            try:
+                self._body = await self.content.read()
+                for trace in self._traces:
+                    await trace.send_response_chunk_received(
+                        self.method, self.url, self._body
+                    )
+            except BaseException:
+                self.close()
+                raise
+        elif self._released:
+            raise ClientConnectionError("Connection closed")
+
+        return self._body  # type: ignore[no-any-return]
+
+    def get_encoding(self) -> str:
+        ctype = self.headers.get(hdrs.CONTENT_TYPE, "").lower()
+        mimetype = helpers.parse_mimetype(ctype)
+
+        encoding = mimetype.parameters.get("charset")
+        if encoding:
+            try:
+                codecs.lookup(encoding)
+            except LookupError:
+                encoding = None
+        if not encoding:
+            if mimetype.type == "application" and (
+                mimetype.subtype == "json" or mimetype.subtype == "rdap"
+            ):
+                # RFC 7159 states that the default encoding is UTF-8.
+                # RFC 7483 defines application/rdap+json
+                encoding = "utf-8"
+            elif self._body is None:
+                raise RuntimeError(
+                    "Cannot guess the encoding of " "a not yet read body"
+                )
+            else:
+                encoding = chardet.detect(self._body)["encoding"]
+        if not encoding:
+            encoding = "utf-8"
+
+        return encoding
+
+    async def text(self, encoding: Optional[str] = None, errors: str = "strict") -> str:
+        """Read response payload and decode."""
+        if self._body is None:
+            await self.read()
+
+        if encoding is None:
+            encoding = self.get_encoding()
+
+        return self._body.decode(  # type: ignore[no-any-return,union-attr]
+            encoding, errors=errors
+        )
+
+    async def json(
+        self,
+        *,
+        encoding: Optional[str] = None,
+        loads: JSONDecoder = DEFAULT_JSON_DECODER,
+        content_type: Optional[str] = "application/json",
+    ) -> Any:
+        """Read and decodes JSON response."""
+        if self._body is None:
+            await self.read()
+
+        if content_type:
+            ctype = self.headers.get(hdrs.CONTENT_TYPE, "").lower()
+            if not _is_expected_content_type(ctype, content_type):
+                raise ContentTypeError(
+                    self.request_info,
+                    self.history,
+                    message=(
+                        "Attempt to decode JSON with " "unexpected mimetype: %s" % ctype
+                    ),
+                    headers=self.headers,
+                )
+
+        stripped = self._body.strip()  # type: ignore[union-attr]
+        if not stripped:
+            return None
+
+        if encoding is None:
+            encoding = self.get_encoding()
+
+        return loads(stripped.decode(encoding))
+
+    async def __aenter__(self) -> "ClientResponse":
+        return self
+
+    async def __aexit__(
+        self,
+        exc_type: Optional[Type[BaseException]],
+        exc_val: Optional[BaseException],
+        exc_tb: Optional[TracebackType],
+    ) -> None:
+        # similar to _RequestContextManager, we do not need to check
+        # for exceptions, response object can close connection
+        # if state is broken
+        self.release()
diff --git a/venv/lib/python3.8/site-packages/aiohttp/client_ws.py b/venv/lib/python3.8/site-packages/aiohttp/client_ws.py
new file mode 100644
index 0000000..9a8ba84
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/client_ws.py
@@ -0,0 +1,300 @@
+"""WebSocket client for asyncio."""
+
+import asyncio
+from typing import Any, Optional, cast
+
+import async_timeout
+
+from .client_exceptions import ClientError
+from .client_reqrep import ClientResponse
+from .helpers import call_later, set_result
+from .http import (
+    WS_CLOSED_MESSAGE,
+    WS_CLOSING_MESSAGE,
+    WebSocketError,
+    WSCloseCode,
+    WSMessage,
+    WSMsgType,
+)
+from .http_websocket import WebSocketWriter  # WSMessage
+from .streams import EofStream, FlowControlDataQueue
+from .typedefs import (
+    DEFAULT_JSON_DECODER,
+    DEFAULT_JSON_ENCODER,
+    JSONDecoder,
+    JSONEncoder,
+)
+
+
+class ClientWebSocketResponse:
+    def __init__(
+        self,
+        reader: "FlowControlDataQueue[WSMessage]",
+        writer: WebSocketWriter,
+        protocol: Optional[str],
+        response: ClientResponse,
+        timeout: float,
+        autoclose: bool,
+        autoping: bool,
+        loop: asyncio.AbstractEventLoop,
+        *,
+        receive_timeout: Optional[float] = None,
+        heartbeat: Optional[float] = None,
+        compress: int = 0,
+        client_notakeover: bool = False,
+    ) -> None:
+        self._response = response
+        self._conn = response.connection
+
+        self._writer = writer
+        self._reader = reader
+        self._protocol = protocol
+        self._closed = False
+        self._closing = False
+        self._close_code: Optional[int] = None
+        self._timeout = timeout
+        self._receive_timeout = receive_timeout
+        self._autoclose = autoclose
+        self._autoping = autoping
+        self._heartbeat = heartbeat
+        self._heartbeat_cb: Optional[asyncio.TimerHandle] = None
+        if heartbeat is not None:
+            self._pong_heartbeat = heartbeat / 2.0
+        self._pong_response_cb: Optional[asyncio.TimerHandle] = None
+        self._loop = loop
+        self._waiting: Optional[asyncio.Future[bool]] = None
+        self._exception: Optional[BaseException] = None
+        self._compress = compress
+        self._client_notakeover = client_notakeover
+
+        self._reset_heartbeat()
+
+    def _cancel_heartbeat(self) -> None:
+        if self._pong_response_cb is not None:
+            self._pong_response_cb.cancel()
+            self._pong_response_cb = None
+
+        if self._heartbeat_cb is not None:
+            self._heartbeat_cb.cancel()
+            self._heartbeat_cb = None
+
+    def _reset_heartbeat(self) -> None:
+        self._cancel_heartbeat()
+
+        if self._heartbeat is not None:
+            self._heartbeat_cb = call_later(
+                self._send_heartbeat, self._heartbeat, self._loop
+            )
+
+    def _send_heartbeat(self) -> None:
+        if self._heartbeat is not None and not self._closed:
+            # fire-and-forget a task is not perfect but maybe ok for
+            # sending ping. Otherwise we need a long-living heartbeat
+            # task in the class.
+            self._loop.create_task(self._writer.ping())
+
+            if self._pong_response_cb is not None:
+                self._pong_response_cb.cancel()
+            self._pong_response_cb = call_later(
+                self._pong_not_received, self._pong_heartbeat, self._loop
+            )
+
+    def _pong_not_received(self) -> None:
+        if not self._closed:
+            self._closed = True
+            self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+            self._exception = asyncio.TimeoutError()
+            self._response.close()
+
+    @property
+    def closed(self) -> bool:
+        return self._closed
+
+    @property
+    def close_code(self) -> Optional[int]:
+        return self._close_code
+
+    @property
+    def protocol(self) -> Optional[str]:
+        return self._protocol
+
+    @property
+    def compress(self) -> int:
+        return self._compress
+
+    @property
+    def client_notakeover(self) -> bool:
+        return self._client_notakeover
+
+    def get_extra_info(self, name: str, default: Any = None) -> Any:
+        """extra info from connection transport"""
+        conn = self._response.connection
+        if conn is None:
+            return default
+        transport = conn.transport
+        if transport is None:
+            return default
+        return transport.get_extra_info(name, default)
+
+    def exception(self) -> Optional[BaseException]:
+        return self._exception
+
+    async def ping(self, message: bytes = b"") -> None:
+        await self._writer.ping(message)
+
+    async def pong(self, message: bytes = b"") -> None:
+        await self._writer.pong(message)
+
+    async def send_str(self, data: str, compress: Optional[int] = None) -> None:
+        if not isinstance(data, str):
+            raise TypeError("data argument must be str (%r)" % type(data))
+        await self._writer.send(data, binary=False, compress=compress)
+
+    async def send_bytes(self, data: bytes, compress: Optional[int] = None) -> None:
+        if not isinstance(data, (bytes, bytearray, memoryview)):
+            raise TypeError("data argument must be byte-ish (%r)" % type(data))
+        await self._writer.send(data, binary=True, compress=compress)
+
+    async def send_json(
+        self,
+        data: Any,
+        compress: Optional[int] = None,
+        *,
+        dumps: JSONEncoder = DEFAULT_JSON_ENCODER,
+    ) -> None:
+        await self.send_str(dumps(data), compress=compress)
+
+    async def close(self, *, code: int = WSCloseCode.OK, message: bytes = b"") -> bool:
+        # we need to break `receive()` cycle first,
+        # `close()` may be called from different task
+        if self._waiting is not None and not self._closed:
+            self._reader.feed_data(WS_CLOSING_MESSAGE, 0)
+            await self._waiting
+
+        if not self._closed:
+            self._cancel_heartbeat()
+            self._closed = True
+            try:
+                await self._writer.close(code, message)
+            except asyncio.CancelledError:
+                self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+                self._response.close()
+                raise
+            except Exception as exc:
+                self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+                self._exception = exc
+                self._response.close()
+                return True
+
+            if self._closing:
+                self._response.close()
+                return True
+
+            while True:
+                try:
+                    async with async_timeout.timeout(self._timeout):
+                        msg = await self._reader.read()
+                except asyncio.CancelledError:
+                    self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+                    self._response.close()
+                    raise
+                except Exception as exc:
+                    self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+                    self._exception = exc
+                    self._response.close()
+                    return True
+
+                if msg.type == WSMsgType.CLOSE:
+                    self._close_code = msg.data
+                    self._response.close()
+                    return True
+        else:
+            return False
+
+    async def receive(self, timeout: Optional[float] = None) -> WSMessage:
+        while True:
+            if self._waiting is not None:
+                raise RuntimeError("Concurrent call to receive() is not allowed")
+
+            if self._closed:
+                return WS_CLOSED_MESSAGE
+            elif self._closing:
+                await self.close()
+                return WS_CLOSED_MESSAGE
+
+            try:
+                self._waiting = self._loop.create_future()
+                try:
+                    async with async_timeout.timeout(timeout or self._receive_timeout):
+                        msg = await self._reader.read()
+                    self._reset_heartbeat()
+                finally:
+                    waiter = self._waiting
+                    self._waiting = None
+                    set_result(waiter, True)
+            except (asyncio.CancelledError, asyncio.TimeoutError):
+                self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+                raise
+            except EofStream:
+                self._close_code = WSCloseCode.OK
+                await self.close()
+                return WSMessage(WSMsgType.CLOSED, None, None)
+            except ClientError:
+                self._closed = True
+                self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+                return WS_CLOSED_MESSAGE
+            except WebSocketError as exc:
+                self._close_code = exc.code
+                await self.close(code=exc.code)
+                return WSMessage(WSMsgType.ERROR, exc, None)
+            except Exception as exc:
+                self._exception = exc
+                self._closing = True
+                self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+                await self.close()
+                return WSMessage(WSMsgType.ERROR, exc, None)
+
+            if msg.type == WSMsgType.CLOSE:
+                self._closing = True
+                self._close_code = msg.data
+                if not self._closed and self._autoclose:
+                    await self.close()
+            elif msg.type == WSMsgType.CLOSING:
+                self._closing = True
+            elif msg.type == WSMsgType.PING and self._autoping:
+                await self.pong(msg.data)
+                continue
+            elif msg.type == WSMsgType.PONG and self._autoping:
+                continue
+
+            return msg
+
+    async def receive_str(self, *, timeout: Optional[float] = None) -> str:
+        msg = await self.receive(timeout)
+        if msg.type != WSMsgType.TEXT:
+            raise TypeError(f"Received message {msg.type}:{msg.data!r} is not str")
+        return cast(str, msg.data)
+
+    async def receive_bytes(self, *, timeout: Optional[float] = None) -> bytes:
+        msg = await self.receive(timeout)
+        if msg.type != WSMsgType.BINARY:
+            raise TypeError(f"Received message {msg.type}:{msg.data!r} is not bytes")
+        return cast(bytes, msg.data)
+
+    async def receive_json(
+        self,
+        *,
+        loads: JSONDecoder = DEFAULT_JSON_DECODER,
+        timeout: Optional[float] = None,
+    ) -> Any:
+        data = await self.receive_str(timeout=timeout)
+        return loads(data)
+
+    def __aiter__(self) -> "ClientWebSocketResponse":
+        return self
+
+    async def __anext__(self) -> WSMessage:
+        msg = await self.receive()
+        if msg.type in (WSMsgType.CLOSE, WSMsgType.CLOSING, WSMsgType.CLOSED):
+            raise StopAsyncIteration
+        return msg
diff --git a/venv/lib/python3.8/site-packages/aiohttp/connector.py b/venv/lib/python3.8/site-packages/aiohttp/connector.py
new file mode 100644
index 0000000..bf40689
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/connector.py
@@ -0,0 +1,1453 @@
+import asyncio
+import functools
+import random
+import sys
+import traceback
+import warnings
+from collections import defaultdict, deque
+from contextlib import suppress
+from http.cookies import SimpleCookie
+from itertools import cycle, islice
+from time import monotonic
+from types import TracebackType
+from typing import (
+    TYPE_CHECKING,
+    Any,
+    Awaitable,
+    Callable,
+    DefaultDict,
+    Dict,
+    Iterator,
+    List,
+    Optional,
+    Set,
+    Tuple,
+    Type,
+    Union,
+    cast,
+)
+
+import attr
+
+from . import hdrs, helpers
+from .abc import AbstractResolver
+from .client_exceptions import (
+    ClientConnectionError,
+    ClientConnectorCertificateError,
+    ClientConnectorError,
+    ClientConnectorSSLError,
+    ClientHttpProxyError,
+    ClientProxyConnectionError,
+    ServerFingerprintMismatch,
+    UnixClientConnectorError,
+    cert_errors,
+    ssl_errors,
+)
+from .client_proto import ResponseHandler
+from .client_reqrep import ClientRequest, Fingerprint, _merge_ssl_params
+from .helpers import (
+    PY_36,
+    ceil_timeout,
+    get_running_loop,
+    is_ip_address,
+    noop,
+    sentinel,
+)
+from .http import RESPONSES
+from .locks import EventResultOrError
+from .resolver import DefaultResolver
+
+try:
+    import ssl
+
+    SSLContext = ssl.SSLContext
+except ImportError:  # pragma: no cover
+    ssl = None  # type: ignore[assignment]
+    SSLContext = object  # type: ignore[misc,assignment]
+
+
+__all__ = ("BaseConnector", "TCPConnector", "UnixConnector", "NamedPipeConnector")
+
+
+if TYPE_CHECKING:  # pragma: no cover
+    from .client import ClientTimeout
+    from .client_reqrep import ConnectionKey
+    from .tracing import Trace
+
+
+class _DeprecationWaiter:
+    __slots__ = ("_awaitable", "_awaited")
+
+    def __init__(self, awaitable: Awaitable[Any]) -> None:
+        self._awaitable = awaitable
+        self._awaited = False
+
+    def __await__(self) -> Any:
+        self._awaited = True
+        return self._awaitable.__await__()
+
+    def __del__(self) -> None:
+        if not self._awaited:
+            warnings.warn(
+                "Connector.close() is a coroutine, "
+                "please use await connector.close()",
+                DeprecationWarning,
+            )
+
+
+class Connection:
+
+    _source_traceback = None
+    _transport = None
+
+    def __init__(
+        self,
+        connector: "BaseConnector",
+        key: "ConnectionKey",
+        protocol: ResponseHandler,
+        loop: asyncio.AbstractEventLoop,
+    ) -> None:
+        self._key = key
+        self._connector = connector
+        self._loop = loop
+        self._protocol: Optional[ResponseHandler] = protocol
+        self._callbacks: List[Callable[[], None]] = []
+
+        if loop.get_debug():
+            self._source_traceback = traceback.extract_stack(sys._getframe(1))
+
+    def __repr__(self) -> str:
+        return f"Connection<{self._key}>"
+
+    def __del__(self, _warnings: Any = warnings) -> None:
+        if self._protocol is not None:
+            if PY_36:
+                kwargs = {"source": self}
+            else:
+                kwargs = {}
+            _warnings.warn(f"Unclosed connection {self!r}", ResourceWarning, **kwargs)
+            if self._loop.is_closed():
+                return
+
+            self._connector._release(self._key, self._protocol, should_close=True)
+
+            context = {"client_connection": self, "message": "Unclosed connection"}
+            if self._source_traceback is not None:
+                context["source_traceback"] = self._source_traceback
+            self._loop.call_exception_handler(context)
+
+    @property
+    def loop(self) -> asyncio.AbstractEventLoop:
+        warnings.warn(
+            "connector.loop property is deprecated", DeprecationWarning, stacklevel=2
+        )
+        return self._loop
+
+    @property
+    def transport(self) -> Optional[asyncio.Transport]:
+        if self._protocol is None:
+            return None
+        return self._protocol.transport
+
+    @property
+    def protocol(self) -> Optional[ResponseHandler]:
+        return self._protocol
+
+    def add_callback(self, callback: Callable[[], None]) -> None:
+        if callback is not None:
+            self._callbacks.append(callback)
+
+    def _notify_release(self) -> None:
+        callbacks, self._callbacks = self._callbacks[:], []
+
+        for cb in callbacks:
+            with suppress(Exception):
+                cb()
+
+    def close(self) -> None:
+        self._notify_release()
+
+        if self._protocol is not None:
+            self._connector._release(self._key, self._protocol, should_close=True)
+            self._protocol = None
+
+    def release(self) -> None:
+        self._notify_release()
+
+        if self._protocol is not None:
+            self._connector._release(
+                self._key, self._protocol, should_close=self._protocol.should_close
+            )
+            self._protocol = None
+
+    @property
+    def closed(self) -> bool:
+        return self._protocol is None or not self._protocol.is_connected()
+
+
+class _TransportPlaceholder:
+    """placeholder for BaseConnector.connect function"""
+
+    def close(self) -> None:
+        pass
+
+
+class BaseConnector:
+    """Base connector class.
+
+    keepalive_timeout - (optional) Keep-alive timeout.
+    force_close - Set to True to force close and do reconnect
+        after each request (and between redirects).
+    limit - The total number of simultaneous connections.
+    limit_per_host - Number of simultaneous connections to one host.
+    enable_cleanup_closed - Enables clean-up closed ssl transports.
+                            Disabled by default.
+    loop - Optional event loop.
+    """
+
+    _closed = True  # prevent AttributeError in __del__ if ctor was failed
+    _source_traceback = None
+
+    # abort transport after 2 seconds (cleanup broken connections)
+    _cleanup_closed_period = 2.0
+
+    def __init__(
+        self,
+        *,
+        keepalive_timeout: Union[object, None, float] = sentinel,
+        force_close: bool = False,
+        limit: int = 100,
+        limit_per_host: int = 0,
+        enable_cleanup_closed: bool = False,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+    ) -> None:
+
+        if force_close:
+            if keepalive_timeout is not None and keepalive_timeout is not sentinel:
+                raise ValueError(
+                    "keepalive_timeout cannot " "be set if force_close is True"
+                )
+        else:
+            if keepalive_timeout is sentinel:
+                keepalive_timeout = 15.0
+
+        loop = get_running_loop(loop)
+
+        self._closed = False
+        if loop.get_debug():
+            self._source_traceback = traceback.extract_stack(sys._getframe(1))
+
+        self._conns: Dict[ConnectionKey, List[Tuple[ResponseHandler, float]]] = {}
+        self._limit = limit
+        self._limit_per_host = limit_per_host
+        self._acquired: Set[ResponseHandler] = set()
+        self._acquired_per_host: DefaultDict[
+            ConnectionKey, Set[ResponseHandler]
+        ] = defaultdict(set)
+        self._keepalive_timeout = cast(float, keepalive_timeout)
+        self._force_close = force_close
+
+        # {host_key: FIFO list of waiters}
+        self._waiters = defaultdict(deque)  # type: ignore[var-annotated]
+
+        self._loop = loop
+        self._factory = functools.partial(ResponseHandler, loop=loop)
+
+        self.cookies: SimpleCookie[str] = SimpleCookie()
+
+        # start keep-alive connection cleanup task
+        self._cleanup_handle: Optional[asyncio.TimerHandle] = None
+
+        # start cleanup closed transports task
+        self._cleanup_closed_handle: Optional[asyncio.TimerHandle] = None
+        self._cleanup_closed_disabled = not enable_cleanup_closed
+        self._cleanup_closed_transports: List[Optional[asyncio.Transport]] = []
+        self._cleanup_closed()
+
+    def __del__(self, _warnings: Any = warnings) -> None:
+        if self._closed:
+            return
+        if not self._conns:
+            return
+
+        conns = [repr(c) for c in self._conns.values()]
+
+        self._close()
+
+        if PY_36:
+            kwargs = {"source": self}
+        else:
+            kwargs = {}
+        _warnings.warn(f"Unclosed connector {self!r}", ResourceWarning, **kwargs)
+        context = {
+            "connector": self,
+            "connections": conns,
+            "message": "Unclosed connector",
+        }
+        if self._source_traceback is not None:
+            context["source_traceback"] = self._source_traceback
+        self._loop.call_exception_handler(context)
+
+    def __enter__(self) -> "BaseConnector":
+        warnings.warn(
+            '"with Connector():" is deprecated, '
+            'use "async with Connector():" instead',
+            DeprecationWarning,
+        )
+        return self
+
+    def __exit__(self, *exc: Any) -> None:
+        self._close()
+
+    async def __aenter__(self) -> "BaseConnector":
+        return self
+
+    async def __aexit__(
+        self,
+        exc_type: Optional[Type[BaseException]] = None,
+        exc_value: Optional[BaseException] = None,
+        exc_traceback: Optional[TracebackType] = None,
+    ) -> None:
+        await self.close()
+
+    @property
+    def force_close(self) -> bool:
+        """Ultimately close connection on releasing if True."""
+        return self._force_close
+
+    @property
+    def limit(self) -> int:
+        """The total number for simultaneous connections.
+
+        If limit is 0 the connector has no limit.
+        The default limit size is 100.
+        """
+        return self._limit
+
+    @property
+    def limit_per_host(self) -> int:
+        """The limit for simultaneous connections to the same endpoint.
+
+        Endpoints are the same if they are have equal
+        (host, port, is_ssl) triple.
+        """
+        return self._limit_per_host
+
+    def _cleanup(self) -> None:
+        """Cleanup unused transports."""
+        if self._cleanup_handle:
+            self._cleanup_handle.cancel()
+            # _cleanup_handle should be unset, otherwise _release() will not
+            # recreate it ever!
+            self._cleanup_handle = None
+
+        now = self._loop.time()
+        timeout = self._keepalive_timeout
+
+        if self._conns:
+            connections = {}
+            deadline = now - timeout
+            for key, conns in self._conns.items():
+                alive = []
+                for proto, use_time in conns:
+                    if proto.is_connected():
+                        if use_time - deadline < 0:
+                            transport = proto.transport
+                            proto.close()
+                            if key.is_ssl and not self._cleanup_closed_disabled:
+                                self._cleanup_closed_transports.append(transport)
+                        else:
+                            alive.append((proto, use_time))
+                    else:
+                        transport = proto.transport
+                        proto.close()
+                        if key.is_ssl and not self._cleanup_closed_disabled:
+                            self._cleanup_closed_transports.append(transport)
+
+                if alive:
+                    connections[key] = alive
+
+            self._conns = connections
+
+        if self._conns:
+            self._cleanup_handle = helpers.weakref_handle(
+                self, "_cleanup", timeout, self._loop
+            )
+
+    def _drop_acquired_per_host(
+        self, key: "ConnectionKey", val: ResponseHandler
+    ) -> None:
+        acquired_per_host = self._acquired_per_host
+        if key not in acquired_per_host:
+            return
+        conns = acquired_per_host[key]
+        conns.remove(val)
+        if not conns:
+            del self._acquired_per_host[key]
+
+    def _cleanup_closed(self) -> None:
+        """Double confirmation for transport close.
+
+        Some broken ssl servers may leave socket open without proper close.
+        """
+        if self._cleanup_closed_handle:
+            self._cleanup_closed_handle.cancel()
+
+        for transport in self._cleanup_closed_transports:
+            if transport is not None:
+                transport.abort()
+
+        self._cleanup_closed_transports = []
+
+        if not self._cleanup_closed_disabled:
+            self._cleanup_closed_handle = helpers.weakref_handle(
+                self, "_cleanup_closed", self._cleanup_closed_period, self._loop
+            )
+
+    def close(self) -> Awaitable[None]:
+        """Close all opened transports."""
+        self._close()
+        return _DeprecationWaiter(noop())
+
+    def _close(self) -> None:
+        if self._closed:
+            return
+
+        self._closed = True
+
+        try:
+            if self._loop.is_closed():
+                return
+
+            # cancel cleanup task
+            if self._cleanup_handle:
+                self._cleanup_handle.cancel()
+
+            # cancel cleanup close task
+            if self._cleanup_closed_handle:
+                self._cleanup_closed_handle.cancel()
+
+            for data in self._conns.values():
+                for proto, t0 in data:
+                    proto.close()
+
+            for proto in self._acquired:
+                proto.close()
+
+            for transport in self._cleanup_closed_transports:
+                if transport is not None:
+                    transport.abort()
+
+        finally:
+            self._conns.clear()
+            self._acquired.clear()
+            self._waiters.clear()
+            self._cleanup_handle = None
+            self._cleanup_closed_transports.clear()
+            self._cleanup_closed_handle = None
+
+    @property
+    def closed(self) -> bool:
+        """Is connector closed.
+
+        A readonly property.
+        """
+        return self._closed
+
+    def _available_connections(self, key: "ConnectionKey") -> int:
+        """
+        Return number of available connections.
+
+        The limit, limit_per_host and the connection key are taken into account.
+
+        If it returns less than 1 means that there are no connections
+        available.
+        """
+        if self._limit:
+            # total calc available connections
+            available = self._limit - len(self._acquired)
+
+            # check limit per host
+            if (
+                self._limit_per_host
+                and available > 0
+                and key in self._acquired_per_host
+            ):
+                acquired = self._acquired_per_host.get(key)
+                assert acquired is not None
+                available = self._limit_per_host - len(acquired)
+
+        elif self._limit_per_host and key in self._acquired_per_host:
+            # check limit per host
+            acquired = self._acquired_per_host.get(key)
+            assert acquired is not None
+            available = self._limit_per_host - len(acquired)
+        else:
+            available = 1
+
+        return available
+
+    async def connect(
+        self, req: "ClientRequest", traces: List["Trace"], timeout: "ClientTimeout"
+    ) -> Connection:
+        """Get from pool or create new connection."""
+        key = req.connection_key
+        available = self._available_connections(key)
+
+        # Wait if there are no available connections or if there are/were
+        # waiters (i.e. don't steal connection from a waiter about to wake up)
+        if available <= 0 or key in self._waiters:
+            fut = self._loop.create_future()
+
+            # This connection will now count towards the limit.
+            self._waiters[key].append(fut)
+
+            if traces:
+                for trace in traces:
+                    await trace.send_connection_queued_start()
+
+            try:
+                await fut
+            except BaseException as e:
+                if key in self._waiters:
+                    # remove a waiter even if it was cancelled, normally it's
+                    #  removed when it's notified
+                    try:
+                        self._waiters[key].remove(fut)
+                    except ValueError:  # fut may no longer be in list
+                        pass
+
+                raise e
+            finally:
+                if key in self._waiters and not self._waiters[key]:
+                    del self._waiters[key]
+
+            if traces:
+                for trace in traces:
+                    await trace.send_connection_queued_end()
+
+        proto = self._get(key)
+        if proto is None:
+            placeholder = cast(ResponseHandler, _TransportPlaceholder())
+            self._acquired.add(placeholder)
+            self._acquired_per_host[key].add(placeholder)
+
+            if traces:
+                for trace in traces:
+                    await trace.send_connection_create_start()
+
+            try:
+                proto = await self._create_connection(req, traces, timeout)
+                if self._closed:
+                    proto.close()
+                    raise ClientConnectionError("Connector is closed.")
+            except BaseException:
+                if not self._closed:
+                    self._acquired.remove(placeholder)
+                    self._drop_acquired_per_host(key, placeholder)
+                    self._release_waiter()
+                raise
+            else:
+                if not self._closed:
+                    self._acquired.remove(placeholder)
+                    self._drop_acquired_per_host(key, placeholder)
+
+            if traces:
+                for trace in traces:
+                    await trace.send_connection_create_end()
+        else:
+            if traces:
+                # Acquire the connection to prevent race conditions with limits
+                placeholder = cast(ResponseHandler, _TransportPlaceholder())
+                self._acquired.add(placeholder)
+                self._acquired_per_host[key].add(placeholder)
+                for trace in traces:
+                    await trace.send_connection_reuseconn()
+                self._acquired.remove(placeholder)
+                self._drop_acquired_per_host(key, placeholder)
+
+        self._acquired.add(proto)
+        self._acquired_per_host[key].add(proto)
+        return Connection(self, key, proto, self._loop)
+
+    def _get(self, key: "ConnectionKey") -> Optional[ResponseHandler]:
+        try:
+            conns = self._conns[key]
+        except KeyError:
+            return None
+
+        t1 = self._loop.time()
+        while conns:
+            proto, t0 = conns.pop()
+            if proto.is_connected():
+                if t1 - t0 > self._keepalive_timeout:
+                    transport = proto.transport
+                    proto.close()
+                    # only for SSL transports
+                    if key.is_ssl and not self._cleanup_closed_disabled:
+                        self._cleanup_closed_transports.append(transport)
+                else:
+                    if not conns:
+                        # The very last connection was reclaimed: drop the key
+                        del self._conns[key]
+                    return proto
+            else:
+                transport = proto.transport
+                proto.close()
+                if key.is_ssl and not self._cleanup_closed_disabled:
+                    self._cleanup_closed_transports.append(transport)
+
+        # No more connections: drop the key
+        del self._conns[key]
+        return None
+
+    def _release_waiter(self) -> None:
+        """
+        Iterates over all waiters until one to be released is found.
+
+        The one to be released is not finsihed and
+        belongs to a host that has available connections.
+        """
+        if not self._waiters:
+            return
+
+        # Having the dict keys ordered this avoids to iterate
+        # at the same order at each call.
+        queues = list(self._waiters.keys())
+        random.shuffle(queues)
+
+        for key in queues:
+            if self._available_connections(key) < 1:
+                continue
+
+            waiters = self._waiters[key]
+            while waiters:
+                waiter = waiters.popleft()
+                if not waiter.done():
+                    waiter.set_result(None)
+                    return
+
+    def _release_acquired(self, key: "ConnectionKey", proto: ResponseHandler) -> None:
+        if self._closed:
+            # acquired connection is already released on connector closing
+            return
+
+        try:
+            self._acquired.remove(proto)
+            self._drop_acquired_per_host(key, proto)
+        except KeyError:  # pragma: no cover
+            # this may be result of undetermenistic order of objects
+            # finalization due garbage collection.
+            pass
+        else:
+            self._release_waiter()
+
+    def _release(
+        self,
+        key: "ConnectionKey",
+        protocol: ResponseHandler,
+        *,
+        should_close: bool = False,
+    ) -> None:
+        if self._closed:
+            # acquired connection is already released on connector closing
+            return
+
+        self._release_acquired(key, protocol)
+
+        if self._force_close:
+            should_close = True
+
+        if should_close or protocol.should_close:
+            transport = protocol.transport
+            protocol.close()
+
+            if key.is_ssl and not self._cleanup_closed_disabled:
+                self._cleanup_closed_transports.append(transport)
+        else:
+            conns = self._conns.get(key)
+            if conns is None:
+                conns = self._conns[key] = []
+            conns.append((protocol, self._loop.time()))
+
+            if self._cleanup_handle is None:
+                self._cleanup_handle = helpers.weakref_handle(
+                    self, "_cleanup", self._keepalive_timeout, self._loop
+                )
+
+    async def _create_connection(
+        self, req: "ClientRequest", traces: List["Trace"], timeout: "ClientTimeout"
+    ) -> ResponseHandler:
+        raise NotImplementedError()
+
+
+class _DNSCacheTable:
+    def __init__(self, ttl: Optional[float] = None) -> None:
+        self._addrs_rr: Dict[Tuple[str, int], Tuple[Iterator[Dict[str, Any]], int]] = {}
+        self._timestamps: Dict[Tuple[str, int], float] = {}
+        self._ttl = ttl
+
+    def __contains__(self, host: object) -> bool:
+        return host in self._addrs_rr
+
+    def add(self, key: Tuple[str, int], addrs: List[Dict[str, Any]]) -> None:
+        self._addrs_rr[key] = (cycle(addrs), len(addrs))
+
+        if self._ttl:
+            self._timestamps[key] = monotonic()
+
+    def remove(self, key: Tuple[str, int]) -> None:
+        self._addrs_rr.pop(key, None)
+
+        if self._ttl:
+            self._timestamps.pop(key, None)
+
+    def clear(self) -> None:
+        self._addrs_rr.clear()
+        self._timestamps.clear()
+
+    def next_addrs(self, key: Tuple[str, int]) -> List[Dict[str, Any]]:
+        loop, length = self._addrs_rr[key]
+        addrs = list(islice(loop, length))
+        # Consume one more element to shift internal state of `cycle`
+        next(loop)
+        return addrs
+
+    def expired(self, key: Tuple[str, int]) -> bool:
+        if self._ttl is None:
+            return False
+
+        return self._timestamps[key] + self._ttl < monotonic()
+
+
+class TCPConnector(BaseConnector):
+    """TCP connector.
+
+    verify_ssl - Set to True to check ssl certifications.
+    fingerprint - Pass the binary sha256
+        digest of the expected certificate in DER format to verify
+        that the certificate the server presents matches. See also
+        https://en.wikipedia.org/wiki/Transport_Layer_Security#Certificate_pinning
+    resolver - Enable DNS lookups and use this
+        resolver
+    use_dns_cache - Use memory cache for DNS lookups.
+    ttl_dns_cache - Max seconds having cached a DNS entry, None forever.
+    family - socket address family
+    local_addr - local tuple of (host, port) to bind socket to
+
+    keepalive_timeout - (optional) Keep-alive timeout.
+    force_close - Set to True to force close and do reconnect
+        after each request (and between redirects).
+    limit - The total number of simultaneous connections.
+    limit_per_host - Number of simultaneous connections to one host.
+    enable_cleanup_closed - Enables clean-up closed ssl transports.
+                            Disabled by default.
+    loop - Optional event loop.
+    """
+
+    def __init__(
+        self,
+        *,
+        verify_ssl: bool = True,
+        fingerprint: Optional[bytes] = None,
+        use_dns_cache: bool = True,
+        ttl_dns_cache: Optional[int] = 10,
+        family: int = 0,
+        ssl_context: Optional[SSLContext] = None,
+        ssl: Union[None, bool, Fingerprint, SSLContext] = None,
+        local_addr: Optional[Tuple[str, int]] = None,
+        resolver: Optional[AbstractResolver] = None,
+        keepalive_timeout: Union[None, float, object] = sentinel,
+        force_close: bool = False,
+        limit: int = 100,
+        limit_per_host: int = 0,
+        enable_cleanup_closed: bool = False,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+    ):
+        super().__init__(
+            keepalive_timeout=keepalive_timeout,
+            force_close=force_close,
+            limit=limit,
+            limit_per_host=limit_per_host,
+            enable_cleanup_closed=enable_cleanup_closed,
+            loop=loop,
+        )
+
+        self._ssl = _merge_ssl_params(ssl, verify_ssl, ssl_context, fingerprint)
+        if resolver is None:
+            resolver = DefaultResolver(loop=self._loop)
+        self._resolver = resolver
+
+        self._use_dns_cache = use_dns_cache
+        self._cached_hosts = _DNSCacheTable(ttl=ttl_dns_cache)
+        self._throttle_dns_events: Dict[Tuple[str, int], EventResultOrError] = {}
+        self._family = family
+        self._local_addr = local_addr
+
+    def close(self) -> Awaitable[None]:
+        """Close all ongoing DNS calls."""
+        for ev in self._throttle_dns_events.values():
+            ev.cancel()
+
+        return super().close()
+
+    @property
+    def family(self) -> int:
+        """Socket family like AF_INET."""
+        return self._family
+
+    @property
+    def use_dns_cache(self) -> bool:
+        """True if local DNS caching is enabled."""
+        return self._use_dns_cache
+
+    def clear_dns_cache(
+        self, host: Optional[str] = None, port: Optional[int] = None
+    ) -> None:
+        """Remove specified host/port or clear all dns local cache."""
+        if host is not None and port is not None:
+            self._cached_hosts.remove((host, port))
+        elif host is not None or port is not None:
+            raise ValueError("either both host and port " "or none of them are allowed")
+        else:
+            self._cached_hosts.clear()
+
+    async def _resolve_host(
+        self, host: str, port: int, traces: Optional[List["Trace"]] = None
+    ) -> List[Dict[str, Any]]:
+        if is_ip_address(host):
+            return [
+                {
+                    "hostname": host,
+                    "host": host,
+                    "port": port,
+                    "family": self._family,
+                    "proto": 0,
+                    "flags": 0,
+                }
+            ]
+
+        if not self._use_dns_cache:
+
+            if traces:
+                for trace in traces:
+                    await trace.send_dns_resolvehost_start(host)
+
+            res = await self._resolver.resolve(host, port, family=self._family)
+
+            if traces:
+                for trace in traces:
+                    await trace.send_dns_resolvehost_end(host)
+
+            return res
+
+        key = (host, port)
+
+        if (key in self._cached_hosts) and (not self._cached_hosts.expired(key)):
+            # get result early, before any await (#4014)
+            result = self._cached_hosts.next_addrs(key)
+
+            if traces:
+                for trace in traces:
+                    await trace.send_dns_cache_hit(host)
+            return result
+
+        if key in self._throttle_dns_events:
+            # get event early, before any await (#4014)
+            event = self._throttle_dns_events[key]
+            if traces:
+                for trace in traces:
+                    await trace.send_dns_cache_hit(host)
+            await event.wait()
+        else:
+            # update dict early, before any await (#4014)
+            self._throttle_dns_events[key] = EventResultOrError(self._loop)
+            if traces:
+                for trace in traces:
+                    await trace.send_dns_cache_miss(host)
+            try:
+
+                if traces:
+                    for trace in traces:
+                        await trace.send_dns_resolvehost_start(host)
+
+                addrs = await self._resolver.resolve(host, port, family=self._family)
+                if traces:
+                    for trace in traces:
+                        await trace.send_dns_resolvehost_end(host)
+
+                self._cached_hosts.add(key, addrs)
+                self._throttle_dns_events[key].set()
+            except BaseException as e:
+                # any DNS exception, independently of the implementation
+                # is set for the waiters to raise the same exception.
+                self._throttle_dns_events[key].set(exc=e)
+                raise
+            finally:
+                self._throttle_dns_events.pop(key)
+
+        return self._cached_hosts.next_addrs(key)
+
+    async def _create_connection(
+        self, req: "ClientRequest", traces: List["Trace"], timeout: "ClientTimeout"
+    ) -> ResponseHandler:
+        """Create connection.
+
+        Has same keyword arguments as BaseEventLoop.create_connection.
+        """
+        if req.proxy:
+            _, proto = await self._create_proxy_connection(req, traces, timeout)
+        else:
+            _, proto = await self._create_direct_connection(req, traces, timeout)
+
+        return proto
+
+    @staticmethod
+    @functools.lru_cache(None)
+    def _make_ssl_context(verified: bool) -> SSLContext:
+        if verified:
+            return ssl.create_default_context()
+        else:
+            sslcontext = ssl.SSLContext(ssl.PROTOCOL_TLS_CLIENT)
+            sslcontext.options |= ssl.OP_NO_SSLv2
+            sslcontext.options |= ssl.OP_NO_SSLv3
+            sslcontext.check_hostname = False
+            sslcontext.verify_mode = ssl.CERT_NONE
+            try:
+                sslcontext.options |= ssl.OP_NO_COMPRESSION
+            except AttributeError as attr_err:
+                warnings.warn(
+                    "{!s}: The Python interpreter is compiled "
+                    "against OpenSSL < 1.0.0. Ref: "
+                    "https://docs.python.org/3/library/ssl.html"
+                    "#ssl.OP_NO_COMPRESSION".format(attr_err),
+                )
+            sslcontext.set_default_verify_paths()
+            return sslcontext
+
+    def _get_ssl_context(self, req: "ClientRequest") -> Optional[SSLContext]:
+        """Logic to get the correct SSL context
+
+        0. if req.ssl is false, return None
+
+        1. if ssl_context is specified in req, use it
+        2. if _ssl_context is specified in self, use it
+        3. otherwise:
+            1. if verify_ssl is not specified in req, use self.ssl_context
+               (will generate a default context according to self.verify_ssl)
+            2. if verify_ssl is True in req, generate a default SSL context
+            3. if verify_ssl is False in req, generate a SSL context that
+               won't verify
+        """
+        if req.is_ssl():
+            if ssl is None:  # pragma: no cover
+                raise RuntimeError("SSL is not supported.")
+            sslcontext = req.ssl
+            if isinstance(sslcontext, ssl.SSLContext):
+                return sslcontext
+            if sslcontext is not None:
+                # not verified or fingerprinted
+                return self._make_ssl_context(False)
+            sslcontext = self._ssl
+            if isinstance(sslcontext, ssl.SSLContext):
+                return sslcontext
+            if sslcontext is not None:
+                # not verified or fingerprinted
+                return self._make_ssl_context(False)
+            return self._make_ssl_context(True)
+        else:
+            return None
+
+    def _get_fingerprint(self, req: "ClientRequest") -> Optional["Fingerprint"]:
+        ret = req.ssl
+        if isinstance(ret, Fingerprint):
+            return ret
+        ret = self._ssl
+        if isinstance(ret, Fingerprint):
+            return ret
+        return None
+
+    async def _wrap_create_connection(
+        self,
+        *args: Any,
+        req: "ClientRequest",
+        timeout: "ClientTimeout",
+        client_error: Type[Exception] = ClientConnectorError,
+        **kwargs: Any,
+    ) -> Tuple[asyncio.Transport, ResponseHandler]:
+        try:
+            async with ceil_timeout(timeout.sock_connect):
+                return await self._loop.create_connection(*args, **kwargs)  # type: ignore[return-value]  # noqa
+        except cert_errors as exc:
+            raise ClientConnectorCertificateError(req.connection_key, exc) from exc
+        except ssl_errors as exc:
+            raise ClientConnectorSSLError(req.connection_key, exc) from exc
+        except OSError as exc:
+            if exc.errno is None and isinstance(exc, asyncio.TimeoutError):
+                raise
+            raise client_error(req.connection_key, exc) from exc
+
+    def _fail_on_no_start_tls(self, req: "ClientRequest") -> None:
+        """Raise a :py:exc:`RuntimeError` on missing ``start_tls()``.
+
+        One case is that :py:meth:`asyncio.loop.start_tls` is not yet
+        implemented under Python 3.6. It is necessary for TLS-in-TLS so
+        that it is possible to send HTTPS queries through HTTPS proxies.
+
+        This doesn't affect regular HTTP requests, though.
+        """
+        if not req.is_ssl():
+            return
+
+        proxy_url = req.proxy
+        assert proxy_url is not None
+        if proxy_url.scheme != "https":
+            return
+
+        self._check_loop_for_start_tls()
+
+    def _check_loop_for_start_tls(self) -> None:
+        try:
+            self._loop.start_tls
+        except AttributeError as attr_exc:
+            raise RuntimeError(
+                "An HTTPS request is being sent through an HTTPS proxy. "
+                "This needs support for TLS in TLS but it is not implemented "
+                "in your runtime for the stdlib asyncio.\n\n"
+                "Please upgrade to Python 3.7 or higher. For more details, "
+                "please see:\n"
+                "* https://bugs.python.org/issue37179\n"
+                "* https://github.com/python/cpython/pull/28073\n"
+                "* https://docs.aiohttp.org/en/stable/"
+                "client_advanced.html#proxy-support\n"
+                "* https://github.com/aio-libs/aiohttp/discussions/6044\n",
+            ) from attr_exc
+
+    def _loop_supports_start_tls(self) -> bool:
+        try:
+            self._check_loop_for_start_tls()
+        except RuntimeError:
+            return False
+        else:
+            return True
+
+    def _warn_about_tls_in_tls(
+        self,
+        underlying_transport: asyncio.Transport,
+        req: "ClientRequest",
+    ) -> None:
+        """Issue a warning if the requested URL has HTTPS scheme."""
+        if req.request_info.url.scheme != "https":
+            return
+
+        asyncio_supports_tls_in_tls = getattr(
+            underlying_transport,
+            "_start_tls_compatible",
+            False,
+        )
+
+        if asyncio_supports_tls_in_tls:
+            return
+
+        warnings.warn(
+            "An HTTPS request is being sent through an HTTPS proxy. "
+            "This support for TLS in TLS is known to be disabled "
+            "in the stdlib asyncio. This is why you'll probably see "
+            "an error in the log below.\n\n"
+            "It is possible to enable it via monkeypatching under "
+            "Python 3.7 or higher. For more details, see:\n"
+            "* https://bugs.python.org/issue37179\n"
+            "* https://github.com/python/cpython/pull/28073\n\n"
+            "You can temporarily patch this as follows:\n"
+            "* https://docs.aiohttp.org/en/stable/client_advanced.html#proxy-support\n"
+            "* https://github.com/aio-libs/aiohttp/discussions/6044\n",
+            RuntimeWarning,
+            source=self,
+            # Why `4`? At least 3 of the calls in the stack originate
+            # from the methods in this class.
+            stacklevel=3,
+        )
+
+    async def _start_tls_connection(
+        self,
+        underlying_transport: asyncio.Transport,
+        req: "ClientRequest",
+        timeout: "ClientTimeout",
+        client_error: Type[Exception] = ClientConnectorError,
+    ) -> Tuple[asyncio.BaseTransport, ResponseHandler]:
+        """Wrap the raw TCP transport with TLS."""
+        tls_proto = self._factory()  # Create a brand new proto for TLS
+
+        # Safety of the `cast()` call here is based on the fact that
+        # internally `_get_ssl_context()` only returns `None` when
+        # `req.is_ssl()` evaluates to `False` which is never gonna happen
+        # in this code path. Of course, it's rather fragile
+        # maintainability-wise but this is to be solved separately.
+        sslcontext = cast(ssl.SSLContext, self._get_ssl_context(req))
+
+        try:
+            async with ceil_timeout(timeout.sock_connect):
+                try:
+                    tls_transport = await self._loop.start_tls(
+                        underlying_transport,
+                        tls_proto,
+                        sslcontext,
+                        server_hostname=req.host,
+                        ssl_handshake_timeout=timeout.total,
+                    )
+                except BaseException:
+                    # We need to close the underlying transport since
+                    # `start_tls()` probably failed before it had a
+                    # chance to do this:
+                    underlying_transport.close()
+                    raise
+        except cert_errors as exc:
+            raise ClientConnectorCertificateError(req.connection_key, exc) from exc
+        except ssl_errors as exc:
+            raise ClientConnectorSSLError(req.connection_key, exc) from exc
+        except OSError as exc:
+            if exc.errno is None and isinstance(exc, asyncio.TimeoutError):
+                raise
+            raise client_error(req.connection_key, exc) from exc
+        except TypeError as type_err:
+            # Example cause looks like this:
+            # TypeError: transport <asyncio.sslproto._SSLProtocolTransport
+            # object at 0x7f760615e460> is not supported by start_tls()
+
+            raise ClientConnectionError(
+                "Cannot initialize a TLS-in-TLS connection to host "
+                f"{req.host!s}:{req.port:d} through an underlying connection "
+                f"to an HTTPS proxy {req.proxy!s} ssl:{req.ssl or 'default'} "
+                f"[{type_err!s}]"
+            ) from type_err
+        else:
+            tls_proto.connection_made(
+                tls_transport
+            )  # Kick the state machine of the new TLS protocol
+
+        return tls_transport, tls_proto
+
+    async def _create_direct_connection(
+        self,
+        req: "ClientRequest",
+        traces: List["Trace"],
+        timeout: "ClientTimeout",
+        *,
+        client_error: Type[Exception] = ClientConnectorError,
+    ) -> Tuple[asyncio.Transport, ResponseHandler]:
+        sslcontext = self._get_ssl_context(req)
+        fingerprint = self._get_fingerprint(req)
+
+        host = req.url.raw_host
+        assert host is not None
+        port = req.port
+        assert port is not None
+        host_resolved = asyncio.ensure_future(
+            self._resolve_host(host, port, traces=traces), loop=self._loop
+        )
+        try:
+            # Cancelling this lookup should not cancel the underlying lookup
+            #  or else the cancel event will get broadcast to all the waiters
+            #  across all connections.
+            hosts = await asyncio.shield(host_resolved)
+        except asyncio.CancelledError:
+
+            def drop_exception(fut: "asyncio.Future[List[Dict[str, Any]]]") -> None:
+                with suppress(Exception, asyncio.CancelledError):
+                    fut.result()
+
+            host_resolved.add_done_callback(drop_exception)
+            raise
+        except OSError as exc:
+            if exc.errno is None and isinstance(exc, asyncio.TimeoutError):
+                raise
+            # in case of proxy it is not ClientProxyConnectionError
+            # it is problem of resolving proxy ip itself
+            raise ClientConnectorError(req.connection_key, exc) from exc
+
+        last_exc: Optional[Exception] = None
+
+        for hinfo in hosts:
+            host = hinfo["host"]
+            port = hinfo["port"]
+
+            try:
+                transp, proto = await self._wrap_create_connection(
+                    self._factory,
+                    host,
+                    port,
+                    timeout=timeout,
+                    ssl=sslcontext,
+                    family=hinfo["family"],
+                    proto=hinfo["proto"],
+                    flags=hinfo["flags"],
+                    server_hostname=hinfo["hostname"] if sslcontext else None,
+                    local_addr=self._local_addr,
+                    req=req,
+                    client_error=client_error,
+                )
+            except ClientConnectorError as exc:
+                last_exc = exc
+                continue
+
+            if req.is_ssl() and fingerprint:
+                try:
+                    fingerprint.check(transp)
+                except ServerFingerprintMismatch as exc:
+                    transp.close()
+                    if not self._cleanup_closed_disabled:
+                        self._cleanup_closed_transports.append(transp)
+                    last_exc = exc
+                    continue
+
+            return transp, proto
+        else:
+            assert last_exc is not None
+            raise last_exc
+
+    async def _create_proxy_connection(
+        self, req: "ClientRequest", traces: List["Trace"], timeout: "ClientTimeout"
+    ) -> Tuple[asyncio.BaseTransport, ResponseHandler]:
+        self._fail_on_no_start_tls(req)
+        runtime_has_start_tls = self._loop_supports_start_tls()
+
+        headers: Dict[str, str] = {}
+        if req.proxy_headers is not None:
+            headers = req.proxy_headers  # type: ignore[assignment]
+        headers[hdrs.HOST] = req.headers[hdrs.HOST]
+
+        url = req.proxy
+        assert url is not None
+        proxy_req = ClientRequest(
+            hdrs.METH_GET,
+            url,
+            headers=headers,
+            auth=req.proxy_auth,
+            loop=self._loop,
+            ssl=req.ssl,
+        )
+
+        # create connection to proxy server
+        transport, proto = await self._create_direct_connection(
+            proxy_req, [], timeout, client_error=ClientProxyConnectionError
+        )
+
+        # Many HTTP proxies has buggy keepalive support.  Let's not
+        # reuse connection but close it after processing every
+        # response.
+        proto.force_close()
+
+        auth = proxy_req.headers.pop(hdrs.AUTHORIZATION, None)
+        if auth is not None:
+            if not req.is_ssl():
+                req.headers[hdrs.PROXY_AUTHORIZATION] = auth
+            else:
+                proxy_req.headers[hdrs.PROXY_AUTHORIZATION] = auth
+
+        if req.is_ssl():
+            if runtime_has_start_tls:
+                self._warn_about_tls_in_tls(transport, req)
+
+            # For HTTPS requests over HTTP proxy
+            # we must notify proxy to tunnel connection
+            # so we send CONNECT command:
+            #   CONNECT www.python.org:443 HTTP/1.1
+            #   Host: www.python.org
+            #
+            # next we must do TLS handshake and so on
+            # to do this we must wrap raw socket into secure one
+            # asyncio handles this perfectly
+            proxy_req.method = hdrs.METH_CONNECT
+            proxy_req.url = req.url
+            key = attr.evolve(
+                req.connection_key, proxy=None, proxy_auth=None, proxy_headers_hash=None
+            )
+            conn = Connection(self, key, proto, self._loop)
+            proxy_resp = await proxy_req.send(conn)
+            try:
+                protocol = conn._protocol
+                assert protocol is not None
+
+                # read_until_eof=True will ensure the connection isn't closed
+                # once the response is received and processed allowing
+                # START_TLS to work on the connection below.
+                protocol.set_response_params(read_until_eof=runtime_has_start_tls)
+                resp = await proxy_resp.start(conn)
+            except BaseException:
+                proxy_resp.close()
+                conn.close()
+                raise
+            else:
+                conn._protocol = None
+                conn._transport = None
+                try:
+                    if resp.status != 200:
+                        message = resp.reason
+                        if message is None:
+                            message = RESPONSES[resp.status][0]
+                        raise ClientHttpProxyError(
+                            proxy_resp.request_info,
+                            resp.history,
+                            status=resp.status,
+                            message=message,
+                            headers=resp.headers,
+                        )
+                    if not runtime_has_start_tls:
+                        rawsock = transport.get_extra_info("socket", default=None)
+                        if rawsock is None:
+                            raise RuntimeError(
+                                "Transport does not expose socket instance"
+                            )
+                        # Duplicate the socket, so now we can close proxy transport
+                        rawsock = rawsock.dup()
+                except BaseException:
+                    # It shouldn't be closed in `finally` because it's fed to
+                    # `loop.start_tls()` and the docs say not to touch it after
+                    # passing there.
+                    transport.close()
+                    raise
+                finally:
+                    if not runtime_has_start_tls:
+                        transport.close()
+
+                if not runtime_has_start_tls:
+                    # HTTP proxy with support for upgrade to HTTPS
+                    sslcontext = self._get_ssl_context(req)
+                    return await self._wrap_create_connection(
+                        self._factory,
+                        timeout=timeout,
+                        ssl=sslcontext,
+                        sock=rawsock,
+                        server_hostname=req.host,
+                        req=req,
+                    )
+
+                return await self._start_tls_connection(
+                    # Access the old transport for the last time before it's
+                    # closed and forgotten forever:
+                    transport,
+                    req=req,
+                    timeout=timeout,
+                )
+            finally:
+                proxy_resp.close()
+
+        return transport, proto
+
+
+class UnixConnector(BaseConnector):
+    """Unix socket connector.
+
+    path - Unix socket path.
+    keepalive_timeout - (optional) Keep-alive timeout.
+    force_close - Set to True to force close and do reconnect
+        after each request (and between redirects).
+    limit - The total number of simultaneous connections.
+    limit_per_host - Number of simultaneous connections to one host.
+    loop - Optional event loop.
+    """
+
+    def __init__(
+        self,
+        path: str,
+        force_close: bool = False,
+        keepalive_timeout: Union[object, float, None] = sentinel,
+        limit: int = 100,
+        limit_per_host: int = 0,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+    ) -> None:
+        super().__init__(
+            force_close=force_close,
+            keepalive_timeout=keepalive_timeout,
+            limit=limit,
+            limit_per_host=limit_per_host,
+            loop=loop,
+        )
+        self._path = path
+
+    @property
+    def path(self) -> str:
+        """Path to unix socket."""
+        return self._path
+
+    async def _create_connection(
+        self, req: "ClientRequest", traces: List["Trace"], timeout: "ClientTimeout"
+    ) -> ResponseHandler:
+        try:
+            async with ceil_timeout(timeout.sock_connect):
+                _, proto = await self._loop.create_unix_connection(
+                    self._factory, self._path
+                )
+        except OSError as exc:
+            if exc.errno is None and isinstance(exc, asyncio.TimeoutError):
+                raise
+            raise UnixClientConnectorError(self.path, req.connection_key, exc) from exc
+
+        return cast(ResponseHandler, proto)
+
+
+class NamedPipeConnector(BaseConnector):
+    """Named pipe connector.
+
+    Only supported by the proactor event loop.
+    See also: https://docs.python.org/3.7/library/asyncio-eventloop.html
+
+    path - Windows named pipe path.
+    keepalive_timeout - (optional) Keep-alive timeout.
+    force_close - Set to True to force close and do reconnect
+        after each request (and between redirects).
+    limit - The total number of simultaneous connections.
+    limit_per_host - Number of simultaneous connections to one host.
+    loop - Optional event loop.
+    """
+
+    def __init__(
+        self,
+        path: str,
+        force_close: bool = False,
+        keepalive_timeout: Union[object, float, None] = sentinel,
+        limit: int = 100,
+        limit_per_host: int = 0,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+    ) -> None:
+        super().__init__(
+            force_close=force_close,
+            keepalive_timeout=keepalive_timeout,
+            limit=limit,
+            limit_per_host=limit_per_host,
+            loop=loop,
+        )
+        if not isinstance(
+            self._loop, asyncio.ProactorEventLoop  # type: ignore[attr-defined]
+        ):
+            raise RuntimeError(
+                "Named Pipes only available in proactor " "loop under windows"
+            )
+        self._path = path
+
+    @property
+    def path(self) -> str:
+        """Path to the named pipe."""
+        return self._path
+
+    async def _create_connection(
+        self, req: "ClientRequest", traces: List["Trace"], timeout: "ClientTimeout"
+    ) -> ResponseHandler:
+        try:
+            async with ceil_timeout(timeout.sock_connect):
+                _, proto = await self._loop.create_pipe_connection(  # type: ignore[attr-defined] # noqa: E501
+                    self._factory, self._path
+                )
+                # the drain is required so that the connection_made is called
+                # and transport is set otherwise it is not set before the
+                # `assert conn.transport is not None`
+                # in client.py's _request method
+                await asyncio.sleep(0)
+                # other option is to manually set transport like
+                # `proto.transport = trans`
+        except OSError as exc:
+            if exc.errno is None and isinstance(exc, asyncio.TimeoutError):
+                raise
+            raise ClientConnectorError(req.connection_key, exc) from exc
+
+        return cast(ResponseHandler, proto)
diff --git a/venv/lib/python3.8/site-packages/aiohttp/cookiejar.py b/venv/lib/python3.8/site-packages/aiohttp/cookiejar.py
new file mode 100644
index 0000000..1ac8854
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/cookiejar.py
@@ -0,0 +1,411 @@
+import asyncio
+import contextlib
+import datetime
+import os  # noqa
+import pathlib
+import pickle
+import re
+from collections import defaultdict
+from http.cookies import BaseCookie, Morsel, SimpleCookie
+from typing import (  # noqa
+    DefaultDict,
+    Dict,
+    Iterable,
+    Iterator,
+    List,
+    Mapping,
+    Optional,
+    Set,
+    Tuple,
+    Union,
+    cast,
+)
+
+from yarl import URL
+
+from .abc import AbstractCookieJar, ClearCookiePredicate
+from .helpers import is_ip_address, next_whole_second
+from .typedefs import LooseCookies, PathLike, StrOrURL
+
+__all__ = ("CookieJar", "DummyCookieJar")
+
+
+CookieItem = Union[str, "Morsel[str]"]
+
+
+class CookieJar(AbstractCookieJar):
+    """Implements cookie storage adhering to RFC 6265."""
+
+    DATE_TOKENS_RE = re.compile(
+        r"[\x09\x20-\x2F\x3B-\x40\x5B-\x60\x7B-\x7E]*"
+        r"(?P<token>[\x00-\x08\x0A-\x1F\d:a-zA-Z\x7F-\xFF]+)"
+    )
+
+    DATE_HMS_TIME_RE = re.compile(r"(\d{1,2}):(\d{1,2}):(\d{1,2})")
+
+    DATE_DAY_OF_MONTH_RE = re.compile(r"(\d{1,2})")
+
+    DATE_MONTH_RE = re.compile(
+        "(jan)|(feb)|(mar)|(apr)|(may)|(jun)|(jul)|" "(aug)|(sep)|(oct)|(nov)|(dec)",
+        re.I,
+    )
+
+    DATE_YEAR_RE = re.compile(r"(\d{2,4})")
+
+    MAX_TIME = datetime.datetime.max.replace(tzinfo=datetime.timezone.utc)
+
+    MAX_32BIT_TIME = datetime.datetime.utcfromtimestamp(2**31 - 1)
+
+    def __init__(
+        self,
+        *,
+        unsafe: bool = False,
+        quote_cookie: bool = True,
+        treat_as_secure_origin: Union[StrOrURL, List[StrOrURL], None] = None,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+    ) -> None:
+        super().__init__(loop=loop)
+        self._cookies: DefaultDict[str, SimpleCookie[str]] = defaultdict(SimpleCookie)
+        self._host_only_cookies: Set[Tuple[str, str]] = set()
+        self._unsafe = unsafe
+        self._quote_cookie = quote_cookie
+        if treat_as_secure_origin is None:
+            treat_as_secure_origin = []
+        elif isinstance(treat_as_secure_origin, URL):
+            treat_as_secure_origin = [treat_as_secure_origin.origin()]
+        elif isinstance(treat_as_secure_origin, str):
+            treat_as_secure_origin = [URL(treat_as_secure_origin).origin()]
+        else:
+            treat_as_secure_origin = [
+                URL(url).origin() if isinstance(url, str) else url.origin()
+                for url in treat_as_secure_origin
+            ]
+        self._treat_as_secure_origin = treat_as_secure_origin
+        self._next_expiration = next_whole_second()
+        self._expirations: Dict[Tuple[str, str], datetime.datetime] = {}
+        # #4515: datetime.max may not be representable on 32-bit platforms
+        self._max_time = self.MAX_TIME
+        try:
+            self._max_time.timestamp()
+        except OverflowError:
+            self._max_time = self.MAX_32BIT_TIME
+
+    def save(self, file_path: PathLike) -> None:
+        file_path = pathlib.Path(file_path)
+        with file_path.open(mode="wb") as f:
+            pickle.dump(self._cookies, f, pickle.HIGHEST_PROTOCOL)
+
+    def load(self, file_path: PathLike) -> None:
+        file_path = pathlib.Path(file_path)
+        with file_path.open(mode="rb") as f:
+            self._cookies = pickle.load(f)
+
+    def clear(self, predicate: Optional[ClearCookiePredicate] = None) -> None:
+        if predicate is None:
+            self._next_expiration = next_whole_second()
+            self._cookies.clear()
+            self._host_only_cookies.clear()
+            self._expirations.clear()
+            return
+
+        to_del = []
+        now = datetime.datetime.now(datetime.timezone.utc)
+        for domain, cookie in self._cookies.items():
+            for name, morsel in cookie.items():
+                key = (domain, name)
+                if (
+                    key in self._expirations and self._expirations[key] <= now
+                ) or predicate(morsel):
+                    to_del.append(key)
+
+        for domain, name in to_del:
+            key = (domain, name)
+            self._host_only_cookies.discard(key)
+            if key in self._expirations:
+                del self._expirations[(domain, name)]
+            self._cookies[domain].pop(name, None)
+
+        next_expiration = min(self._expirations.values(), default=self._max_time)
+        try:
+            self._next_expiration = next_expiration.replace(
+                microsecond=0
+            ) + datetime.timedelta(seconds=1)
+        except OverflowError:
+            self._next_expiration = self._max_time
+
+    def clear_domain(self, domain: str) -> None:
+        self.clear(lambda x: self._is_domain_match(domain, x["domain"]))
+
+    def __iter__(self) -> "Iterator[Morsel[str]]":
+        self._do_expiration()
+        for val in self._cookies.values():
+            yield from val.values()
+
+    def __len__(self) -> int:
+        return sum(1 for i in self)
+
+    def _do_expiration(self) -> None:
+        self.clear(lambda x: False)
+
+    def _expire_cookie(self, when: datetime.datetime, domain: str, name: str) -> None:
+        self._next_expiration = min(self._next_expiration, when)
+        self._expirations[(domain, name)] = when
+
+    def update_cookies(self, cookies: LooseCookies, response_url: URL = URL()) -> None:
+        """Update cookies."""
+        hostname = response_url.raw_host
+
+        if not self._unsafe and is_ip_address(hostname):
+            # Don't accept cookies from IPs
+            return
+
+        if isinstance(cookies, Mapping):
+            cookies = cookies.items()
+
+        for name, cookie in cookies:
+            if not isinstance(cookie, Morsel):
+                tmp: SimpleCookie[str] = SimpleCookie()
+                tmp[name] = cookie  # type: ignore[assignment]
+                cookie = tmp[name]
+
+            domain = cookie["domain"]
+
+            # ignore domains with trailing dots
+            if domain.endswith("."):
+                domain = ""
+                del cookie["domain"]
+
+            if not domain and hostname is not None:
+                # Set the cookie's domain to the response hostname
+                # and set its host-only-flag
+                self._host_only_cookies.add((hostname, name))
+                domain = cookie["domain"] = hostname
+
+            if domain.startswith("."):
+                # Remove leading dot
+                domain = domain[1:]
+                cookie["domain"] = domain
+
+            if hostname and not self._is_domain_match(domain, hostname):
+                # Setting cookies for different domains is not allowed
+                continue
+
+            path = cookie["path"]
+            if not path or not path.startswith("/"):
+                # Set the cookie's path to the response path
+                path = response_url.path
+                if not path.startswith("/"):
+                    path = "/"
+                else:
+                    # Cut everything from the last slash to the end
+                    path = "/" + path[1 : path.rfind("/")]
+                cookie["path"] = path
+
+            max_age = cookie["max-age"]
+            if max_age:
+                try:
+                    delta_seconds = int(max_age)
+                    try:
+                        max_age_expiration = datetime.datetime.now(
+                            datetime.timezone.utc
+                        ) + datetime.timedelta(seconds=delta_seconds)
+                    except OverflowError:
+                        max_age_expiration = self._max_time
+                    self._expire_cookie(max_age_expiration, domain, name)
+                except ValueError:
+                    cookie["max-age"] = ""
+
+            else:
+                expires = cookie["expires"]
+                if expires:
+                    expire_time = self._parse_date(expires)
+                    if expire_time:
+                        self._expire_cookie(expire_time, domain, name)
+                    else:
+                        cookie["expires"] = ""
+
+            self._cookies[domain][name] = cookie
+
+        self._do_expiration()
+
+    def filter_cookies(
+        self, request_url: URL = URL()
+    ) -> Union["BaseCookie[str]", "SimpleCookie[str]"]:
+        """Returns this jar's cookies filtered by their attributes."""
+        self._do_expiration()
+        request_url = URL(request_url)
+        filtered: Union["SimpleCookie[str]", "BaseCookie[str]"] = (
+            SimpleCookie() if self._quote_cookie else BaseCookie()
+        )
+        hostname = request_url.raw_host or ""
+        request_origin = URL()
+        with contextlib.suppress(ValueError):
+            request_origin = request_url.origin()
+
+        is_not_secure = (
+            request_url.scheme not in ("https", "wss")
+            and request_origin not in self._treat_as_secure_origin
+        )
+
+        for cookie in self:
+            name = cookie.key
+            domain = cookie["domain"]
+
+            # Send shared cookies
+            if not domain:
+                filtered[name] = cookie.value
+                continue
+
+            if not self._unsafe and is_ip_address(hostname):
+                continue
+
+            if (domain, name) in self._host_only_cookies:
+                if domain != hostname:
+                    continue
+            elif not self._is_domain_match(domain, hostname):
+                continue
+
+            if not self._is_path_match(request_url.path, cookie["path"]):
+                continue
+
+            if is_not_secure and cookie["secure"]:
+                continue
+
+            # It's critical we use the Morsel so the coded_value
+            # (based on cookie version) is preserved
+            mrsl_val = cast("Morsel[str]", cookie.get(cookie.key, Morsel()))
+            mrsl_val.set(cookie.key, cookie.value, cookie.coded_value)
+            filtered[name] = mrsl_val
+
+        return filtered
+
+    @staticmethod
+    def _is_domain_match(domain: str, hostname: str) -> bool:
+        """Implements domain matching adhering to RFC 6265."""
+        if hostname == domain:
+            return True
+
+        if not hostname.endswith(domain):
+            return False
+
+        non_matching = hostname[: -len(domain)]
+
+        if not non_matching.endswith("."):
+            return False
+
+        return not is_ip_address(hostname)
+
+    @staticmethod
+    def _is_path_match(req_path: str, cookie_path: str) -> bool:
+        """Implements path matching adhering to RFC 6265."""
+        if not req_path.startswith("/"):
+            req_path = "/"
+
+        if req_path == cookie_path:
+            return True
+
+        if not req_path.startswith(cookie_path):
+            return False
+
+        if cookie_path.endswith("/"):
+            return True
+
+        non_matching = req_path[len(cookie_path) :]
+
+        return non_matching.startswith("/")
+
+    @classmethod
+    def _parse_date(cls, date_str: str) -> Optional[datetime.datetime]:
+        """Implements date string parsing adhering to RFC 6265."""
+        if not date_str:
+            return None
+
+        found_time = False
+        found_day = False
+        found_month = False
+        found_year = False
+
+        hour = minute = second = 0
+        day = 0
+        month = 0
+        year = 0
+
+        for token_match in cls.DATE_TOKENS_RE.finditer(date_str):
+
+            token = token_match.group("token")
+
+            if not found_time:
+                time_match = cls.DATE_HMS_TIME_RE.match(token)
+                if time_match:
+                    found_time = True
+                    hour, minute, second = (int(s) for s in time_match.groups())
+                    continue
+
+            if not found_day:
+                day_match = cls.DATE_DAY_OF_MONTH_RE.match(token)
+                if day_match:
+                    found_day = True
+                    day = int(day_match.group())
+                    continue
+
+            if not found_month:
+                month_match = cls.DATE_MONTH_RE.match(token)
+                if month_match:
+                    found_month = True
+                    assert month_match.lastindex is not None
+                    month = month_match.lastindex
+                    continue
+
+            if not found_year:
+                year_match = cls.DATE_YEAR_RE.match(token)
+                if year_match:
+                    found_year = True
+                    year = int(year_match.group())
+
+        if 70 <= year <= 99:
+            year += 1900
+        elif 0 <= year <= 69:
+            year += 2000
+
+        if False in (found_day, found_month, found_year, found_time):
+            return None
+
+        if not 1 <= day <= 31:
+            return None
+
+        if year < 1601 or hour > 23 or minute > 59 or second > 59:
+            return None
+
+        return datetime.datetime(
+            year, month, day, hour, minute, second, tzinfo=datetime.timezone.utc
+        )
+
+
+class DummyCookieJar(AbstractCookieJar):
+    """Implements a dummy cookie storage.
+
+    It can be used with the ClientSession when no cookie processing is needed.
+
+    """
+
+    def __init__(self, *, loop: Optional[asyncio.AbstractEventLoop] = None) -> None:
+        super().__init__(loop=loop)
+
+    def __iter__(self) -> "Iterator[Morsel[str]]":
+        while False:
+            yield None
+
+    def __len__(self) -> int:
+        return 0
+
+    def clear(self, predicate: Optional[ClearCookiePredicate] = None) -> None:
+        pass
+
+    def clear_domain(self, domain: str) -> None:
+        pass
+
+    def update_cookies(self, cookies: LooseCookies, response_url: URL = URL()) -> None:
+        pass
+
+    def filter_cookies(self, request_url: URL) -> "BaseCookie[str]":
+        return SimpleCookie()
diff --git a/venv/lib/python3.8/site-packages/aiohttp/formdata.py b/venv/lib/python3.8/site-packages/aiohttp/formdata.py
new file mode 100644
index 0000000..e7cd24c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/formdata.py
@@ -0,0 +1,172 @@
+import io
+from typing import Any, Iterable, List, Optional
+from urllib.parse import urlencode
+
+from multidict import MultiDict, MultiDictProxy
+
+from . import hdrs, multipart, payload
+from .helpers import guess_filename
+from .payload import Payload
+
+__all__ = ("FormData",)
+
+
+class FormData:
+    """Helper class for form body generation.
+
+    Supports multipart/form-data and application/x-www-form-urlencoded.
+    """
+
+    def __init__(
+        self,
+        fields: Iterable[Any] = (),
+        quote_fields: bool = True,
+        charset: Optional[str] = None,
+    ) -> None:
+        self._writer = multipart.MultipartWriter("form-data")
+        self._fields: List[Any] = []
+        self._is_multipart = False
+        self._is_processed = False
+        self._quote_fields = quote_fields
+        self._charset = charset
+
+        if isinstance(fields, dict):
+            fields = list(fields.items())
+        elif not isinstance(fields, (list, tuple)):
+            fields = (fields,)
+        self.add_fields(*fields)
+
+    @property
+    def is_multipart(self) -> bool:
+        return self._is_multipart
+
+    def add_field(
+        self,
+        name: str,
+        value: Any,
+        *,
+        content_type: Optional[str] = None,
+        filename: Optional[str] = None,
+        content_transfer_encoding: Optional[str] = None,
+    ) -> None:
+
+        if isinstance(value, io.IOBase):
+            self._is_multipart = True
+        elif isinstance(value, (bytes, bytearray, memoryview)):
+            if filename is None and content_transfer_encoding is None:
+                filename = name
+
+        type_options: MultiDict[str] = MultiDict({"name": name})
+        if filename is not None and not isinstance(filename, str):
+            raise TypeError(
+                "filename must be an instance of str. " "Got: %s" % filename
+            )
+        if filename is None and isinstance(value, io.IOBase):
+            filename = guess_filename(value, name)
+        if filename is not None:
+            type_options["filename"] = filename
+            self._is_multipart = True
+
+        headers = {}
+        if content_type is not None:
+            if not isinstance(content_type, str):
+                raise TypeError(
+                    "content_type must be an instance of str. " "Got: %s" % content_type
+                )
+            headers[hdrs.CONTENT_TYPE] = content_type
+            self._is_multipart = True
+        if content_transfer_encoding is not None:
+            if not isinstance(content_transfer_encoding, str):
+                raise TypeError(
+                    "content_transfer_encoding must be an instance"
+                    " of str. Got: %s" % content_transfer_encoding
+                )
+            headers[hdrs.CONTENT_TRANSFER_ENCODING] = content_transfer_encoding
+            self._is_multipart = True
+
+        self._fields.append((type_options, headers, value))
+
+    def add_fields(self, *fields: Any) -> None:
+        to_add = list(fields)
+
+        while to_add:
+            rec = to_add.pop(0)
+
+            if isinstance(rec, io.IOBase):
+                k = guess_filename(rec, "unknown")
+                self.add_field(k, rec)  # type: ignore[arg-type]
+
+            elif isinstance(rec, (MultiDictProxy, MultiDict)):
+                to_add.extend(rec.items())
+
+            elif isinstance(rec, (list, tuple)) and len(rec) == 2:
+                k, fp = rec
+                self.add_field(k, fp)  # type: ignore[arg-type]
+
+            else:
+                raise TypeError(
+                    "Only io.IOBase, multidict and (name, file) "
+                    "pairs allowed, use .add_field() for passing "
+                    "more complex parameters, got {!r}".format(rec)
+                )
+
+    def _gen_form_urlencoded(self) -> payload.BytesPayload:
+        # form data (x-www-form-urlencoded)
+        data = []
+        for type_options, _, value in self._fields:
+            data.append((type_options["name"], value))
+
+        charset = self._charset if self._charset is not None else "utf-8"
+
+        if charset == "utf-8":
+            content_type = "application/x-www-form-urlencoded"
+        else:
+            content_type = "application/x-www-form-urlencoded; " "charset=%s" % charset
+
+        return payload.BytesPayload(
+            urlencode(data, doseq=True, encoding=charset).encode(),
+            content_type=content_type,
+        )
+
+    def _gen_form_data(self) -> multipart.MultipartWriter:
+        """Encode a list of fields using the multipart/form-data MIME format"""
+        if self._is_processed:
+            raise RuntimeError("Form data has been processed already")
+        for dispparams, headers, value in self._fields:
+            try:
+                if hdrs.CONTENT_TYPE in headers:
+                    part = payload.get_payload(
+                        value,
+                        content_type=headers[hdrs.CONTENT_TYPE],
+                        headers=headers,
+                        encoding=self._charset,
+                    )
+                else:
+                    part = payload.get_payload(
+                        value, headers=headers, encoding=self._charset
+                    )
+            except Exception as exc:
+                raise TypeError(
+                    "Can not serialize value type: %r\n "
+                    "headers: %r\n value: %r" % (type(value), headers, value)
+                ) from exc
+
+            if dispparams:
+                part.set_content_disposition(
+                    "form-data", quote_fields=self._quote_fields, **dispparams
+                )
+                # FIXME cgi.FieldStorage doesn't likes body parts with
+                # Content-Length which were sent via chunked transfer encoding
+                assert part.headers is not None
+                part.headers.popall(hdrs.CONTENT_LENGTH, None)
+
+            self._writer.append_payload(part)
+
+        self._is_processed = True
+        return self._writer
+
+    def __call__(self) -> Payload:
+        if self._is_multipart:
+            return self._gen_form_data()
+        else:
+            return self._gen_form_urlencoded()
diff --git a/venv/lib/python3.8/site-packages/aiohttp/hdrs.py b/venv/lib/python3.8/site-packages/aiohttp/hdrs.py
new file mode 120000
index 0000000..ec125ab
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/hdrs.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a3/03/51/c34760a1d7835b2a1b0552e463cf1d2db90da0cdb473313dc66e34a031
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiohttp/helpers.py b/venv/lib/python3.8/site-packages/aiohttp/helpers.py
new file mode 100644
index 0000000..0469ee4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/helpers.py
@@ -0,0 +1,877 @@
+"""Various helper functions"""
+
+import asyncio
+import base64
+import binascii
+import datetime
+import functools
+import inspect
+import netrc
+import os
+import platform
+import re
+import sys
+import time
+import warnings
+import weakref
+from collections import namedtuple
+from contextlib import suppress
+from email.parser import HeaderParser
+from email.utils import parsedate
+from math import ceil
+from pathlib import Path
+from types import TracebackType
+from typing import (
+    Any,
+    Callable,
+    ContextManager,
+    Dict,
+    Generator,
+    Generic,
+    Iterable,
+    Iterator,
+    List,
+    Mapping,
+    Optional,
+    Pattern,
+    Set,
+    Tuple,
+    Type,
+    TypeVar,
+    Union,
+    cast,
+)
+from urllib.parse import quote
+from urllib.request import getproxies, proxy_bypass
+
+import async_timeout
+import attr
+from multidict import MultiDict, MultiDictProxy
+from yarl import URL
+
+from . import hdrs
+from .log import client_logger, internal_logger
+from .typedefs import PathLike, Protocol  # noqa
+
+__all__ = ("BasicAuth", "ChainMapProxy", "ETag")
+
+IS_MACOS = platform.system() == "Darwin"
+IS_WINDOWS = platform.system() == "Windows"
+
+PY_36 = sys.version_info >= (3, 6)
+PY_37 = sys.version_info >= (3, 7)
+PY_38 = sys.version_info >= (3, 8)
+PY_310 = sys.version_info >= (3, 10)
+
+if sys.version_info < (3, 7):
+    import idna_ssl
+
+    idna_ssl.patch_match_hostname()
+
+    def all_tasks(
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+    ) -> Set["asyncio.Task[Any]"]:
+        tasks = list(asyncio.Task.all_tasks(loop))
+        return {t for t in tasks if not t.done()}
+
+else:
+    all_tasks = asyncio.all_tasks
+
+
+_T = TypeVar("_T")
+_S = TypeVar("_S")
+
+
+sentinel: Any = object()
+NO_EXTENSIONS: bool = bool(os.environ.get("AIOHTTP_NO_EXTENSIONS"))
+
+# N.B. sys.flags.dev_mode is available on Python 3.7+, use getattr
+# for compatibility with older versions
+DEBUG: bool = getattr(sys.flags, "dev_mode", False) or (
+    not sys.flags.ignore_environment and bool(os.environ.get("PYTHONASYNCIODEBUG"))
+)
+
+
+CHAR = {chr(i) for i in range(0, 128)}
+CTL = {chr(i) for i in range(0, 32)} | {
+    chr(127),
+}
+SEPARATORS = {
+    "(",
+    ")",
+    "<",
+    ">",
+    "@",
+    ",",
+    ";",
+    ":",
+    "\\",
+    '"',
+    "/",
+    "[",
+    "]",
+    "?",
+    "=",
+    "{",
+    "}",
+    " ",
+    chr(9),
+}
+TOKEN = CHAR ^ CTL ^ SEPARATORS
+
+
+class noop:
+    def __await__(self) -> Generator[None, None, None]:
+        yield
+
+
+class BasicAuth(namedtuple("BasicAuth", ["login", "password", "encoding"])):
+    """Http basic authentication helper."""
+
+    def __new__(
+        cls, login: str, password: str = "", encoding: str = "latin1"
+    ) -> "BasicAuth":
+        if login is None:
+            raise ValueError("None is not allowed as login value")
+
+        if password is None:
+            raise ValueError("None is not allowed as password value")
+
+        if ":" in login:
+            raise ValueError('A ":" is not allowed in login (RFC 1945#section-11.1)')
+
+        return super().__new__(cls, login, password, encoding)
+
+    @classmethod
+    def decode(cls, auth_header: str, encoding: str = "latin1") -> "BasicAuth":
+        """Create a BasicAuth object from an Authorization HTTP header."""
+        try:
+            auth_type, encoded_credentials = auth_header.split(" ", 1)
+        except ValueError:
+            raise ValueError("Could not parse authorization header.")
+
+        if auth_type.lower() != "basic":
+            raise ValueError("Unknown authorization method %s" % auth_type)
+
+        try:
+            decoded = base64.b64decode(
+                encoded_credentials.encode("ascii"), validate=True
+            ).decode(encoding)
+        except binascii.Error:
+            raise ValueError("Invalid base64 encoding.")
+
+        try:
+            # RFC 2617 HTTP Authentication
+            # https://www.ietf.org/rfc/rfc2617.txt
+            # the colon must be present, but the username and password may be
+            # otherwise blank.
+            username, password = decoded.split(":", 1)
+        except ValueError:
+            raise ValueError("Invalid credentials.")
+
+        return cls(username, password, encoding=encoding)
+
+    @classmethod
+    def from_url(cls, url: URL, *, encoding: str = "latin1") -> Optional["BasicAuth"]:
+        """Create BasicAuth from url."""
+        if not isinstance(url, URL):
+            raise TypeError("url should be yarl.URL instance")
+        if url.user is None:
+            return None
+        return cls(url.user, url.password or "", encoding=encoding)
+
+    def encode(self) -> str:
+        """Encode credentials."""
+        creds = (f"{self.login}:{self.password}").encode(self.encoding)
+        return "Basic %s" % base64.b64encode(creds).decode(self.encoding)
+
+
+def strip_auth_from_url(url: URL) -> Tuple[URL, Optional[BasicAuth]]:
+    auth = BasicAuth.from_url(url)
+    if auth is None:
+        return url, None
+    else:
+        return url.with_user(None), auth
+
+
+def netrc_from_env() -> Optional[netrc.netrc]:
+    """Load netrc from file.
+
+    Attempt to load it from the path specified by the env-var
+    NETRC or in the default location in the user's home directory.
+
+    Returns None if it couldn't be found or fails to parse.
+    """
+    netrc_env = os.environ.get("NETRC")
+
+    if netrc_env is not None:
+        netrc_path = Path(netrc_env)
+    else:
+        try:
+            home_dir = Path.home()
+        except RuntimeError as e:  # pragma: no cover
+            # if pathlib can't resolve home, it may raise a RuntimeError
+            client_logger.debug(
+                "Could not resolve home directory when "
+                "trying to look for .netrc file: %s",
+                e,
+            )
+            return None
+
+        netrc_path = home_dir / ("_netrc" if IS_WINDOWS else ".netrc")
+
+    try:
+        return netrc.netrc(str(netrc_path))
+    except netrc.NetrcParseError as e:
+        client_logger.warning("Could not parse .netrc file: %s", e)
+    except OSError as e:
+        # we couldn't read the file (doesn't exist, permissions, etc.)
+        if netrc_env or netrc_path.is_file():
+            # only warn if the environment wanted us to load it,
+            # or it appears like the default file does actually exist
+            client_logger.warning("Could not read .netrc file: %s", e)
+
+    return None
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class ProxyInfo:
+    proxy: URL
+    proxy_auth: Optional[BasicAuth]
+
+
+def proxies_from_env() -> Dict[str, ProxyInfo]:
+    proxy_urls = {
+        k: URL(v)
+        for k, v in getproxies().items()
+        if k in ("http", "https", "ws", "wss")
+    }
+    netrc_obj = netrc_from_env()
+    stripped = {k: strip_auth_from_url(v) for k, v in proxy_urls.items()}
+    ret = {}
+    for proto, val in stripped.items():
+        proxy, auth = val
+        if proxy.scheme in ("https", "wss"):
+            client_logger.warning(
+                "%s proxies %s are not supported, ignoring", proxy.scheme.upper(), proxy
+            )
+            continue
+        if netrc_obj and auth is None:
+            auth_from_netrc = None
+            if proxy.host is not None:
+                auth_from_netrc = netrc_obj.authenticators(proxy.host)
+            if auth_from_netrc is not None:
+                # auth_from_netrc is a (`user`, `account`, `password`) tuple,
+                # `user` and `account` both can be username,
+                # if `user` is None, use `account`
+                *logins, password = auth_from_netrc
+                login = logins[0] if logins[0] else logins[-1]
+                auth = BasicAuth(cast(str, login), cast(str, password))
+        ret[proto] = ProxyInfo(proxy, auth)
+    return ret
+
+
+def current_task(
+    loop: Optional[asyncio.AbstractEventLoop] = None,
+) -> "Optional[asyncio.Task[Any]]":
+    if sys.version_info >= (3, 7):
+        return asyncio.current_task(loop=loop)
+    else:
+        return asyncio.Task.current_task(loop=loop)
+
+
+def get_running_loop(
+    loop: Optional[asyncio.AbstractEventLoop] = None,
+) -> asyncio.AbstractEventLoop:
+    if loop is None:
+        loop = asyncio.get_event_loop()
+    if not loop.is_running():
+        warnings.warn(
+            "The object should be created within an async function",
+            DeprecationWarning,
+            stacklevel=3,
+        )
+        if loop.get_debug():
+            internal_logger.warning(
+                "The object should be created within an async function", stack_info=True
+            )
+    return loop
+
+
+def isasyncgenfunction(obj: Any) -> bool:
+    func = getattr(inspect, "isasyncgenfunction", None)
+    if func is not None:
+        return func(obj)  # type: ignore[no-any-return]
+    else:
+        return False
+
+
+def get_env_proxy_for_url(url: URL) -> Tuple[URL, Optional[BasicAuth]]:
+    """Get a permitted proxy for the given URL from the env."""
+    if url.host is not None and proxy_bypass(url.host):
+        raise LookupError(f"Proxying is disallowed for `{url.host!r}`")
+
+    proxies_in_env = proxies_from_env()
+    try:
+        proxy_info = proxies_in_env[url.scheme]
+    except KeyError:
+        raise LookupError(f"No proxies found for `{url!s}` in the env")
+    else:
+        return proxy_info.proxy, proxy_info.proxy_auth
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class MimeType:
+    type: str
+    subtype: str
+    suffix: str
+    parameters: "MultiDictProxy[str]"
+
+
+@functools.lru_cache(maxsize=56)
+def parse_mimetype(mimetype: str) -> MimeType:
+    """Parses a MIME type into its components.
+
+    mimetype is a MIME type string.
+
+    Returns a MimeType object.
+
+    Example:
+
+    >>> parse_mimetype('text/html; charset=utf-8')
+    MimeType(type='text', subtype='html', suffix='',
+             parameters={'charset': 'utf-8'})
+
+    """
+    if not mimetype:
+        return MimeType(
+            type="", subtype="", suffix="", parameters=MultiDictProxy(MultiDict())
+        )
+
+    parts = mimetype.split(";")
+    params: MultiDict[str] = MultiDict()
+    for item in parts[1:]:
+        if not item:
+            continue
+        key, value = cast(
+            Tuple[str, str], item.split("=", 1) if "=" in item else (item, "")
+        )
+        params.add(key.lower().strip(), value.strip(' "'))
+
+    fulltype = parts[0].strip().lower()
+    if fulltype == "*":
+        fulltype = "*/*"
+
+    mtype, stype = (
+        cast(Tuple[str, str], fulltype.split("/", 1))
+        if "/" in fulltype
+        else (fulltype, "")
+    )
+    stype, suffix = (
+        cast(Tuple[str, str], stype.split("+", 1)) if "+" in stype else (stype, "")
+    )
+
+    return MimeType(
+        type=mtype, subtype=stype, suffix=suffix, parameters=MultiDictProxy(params)
+    )
+
+
+def guess_filename(obj: Any, default: Optional[str] = None) -> Optional[str]:
+    name = getattr(obj, "name", None)
+    if name and isinstance(name, str) and name[0] != "<" and name[-1] != ">":
+        return Path(name).name
+    return default
+
+
+not_qtext_re = re.compile(r"[^\041\043-\133\135-\176]")
+QCONTENT = {chr(i) for i in range(0x20, 0x7F)} | {"\t"}
+
+
+def quoted_string(content: str) -> str:
+    """Return 7-bit content as quoted-string.
+
+    Format content into a quoted-string as defined in RFC5322 for
+    Internet Message Format. Notice that this is not the 8-bit HTTP
+    format, but the 7-bit email format. Content must be in usascii or
+    a ValueError is raised.
+    """
+    if not (QCONTENT > set(content)):
+        raise ValueError(f"bad content for quoted-string {content!r}")
+    return not_qtext_re.sub(lambda x: "\\" + x.group(0), content)
+
+
+def content_disposition_header(
+    disptype: str, quote_fields: bool = True, _charset: str = "utf-8", **params: str
+) -> str:
+    """Sets ``Content-Disposition`` header for MIME.
+
+    This is the MIME payload Content-Disposition header from RFC 2183
+    and RFC 7579 section 4.2, not the HTTP Content-Disposition from
+    RFC 6266.
+
+    disptype is a disposition type: inline, attachment, form-data.
+    Should be valid extension token (see RFC 2183)
+
+    quote_fields performs value quoting to 7-bit MIME headers
+    according to RFC 7578. Set to quote_fields to False if recipient
+    can take 8-bit file names and field values.
+
+    _charset specifies the charset to use when quote_fields is True.
+
+    params is a dict with disposition params.
+    """
+    if not disptype or not (TOKEN > set(disptype)):
+        raise ValueError("bad content disposition type {!r}" "".format(disptype))
+
+    value = disptype
+    if params:
+        lparams = []
+        for key, val in params.items():
+            if not key or not (TOKEN > set(key)):
+                raise ValueError(
+                    "bad content disposition parameter" " {!r}={!r}".format(key, val)
+                )
+            if quote_fields:
+                if key.lower() == "filename":
+                    qval = quote(val, "", encoding=_charset)
+                    lparams.append((key, '"%s"' % qval))
+                else:
+                    try:
+                        qval = quoted_string(val)
+                    except ValueError:
+                        qval = "".join(
+                            (_charset, "''", quote(val, "", encoding=_charset))
+                        )
+                        lparams.append((key + "*", qval))
+                    else:
+                        lparams.append((key, '"%s"' % qval))
+            else:
+                qval = val.replace("\\", "\\\\").replace('"', '\\"')
+                lparams.append((key, '"%s"' % qval))
+        sparams = "; ".join("=".join(pair) for pair in lparams)
+        value = "; ".join((value, sparams))
+    return value
+
+
+class _TSelf(Protocol, Generic[_T]):
+    _cache: Dict[str, _T]
+
+
+class reify(Generic[_T]):
+    """Use as a class method decorator.
+
+    It operates almost exactly like
+    the Python `@property` decorator, but it puts the result of the
+    method it decorates into the instance dict after the first call,
+    effectively replacing the function it decorates with an instance
+    variable.  It is, in Python parlance, a data descriptor.
+    """
+
+    def __init__(self, wrapped: Callable[..., _T]) -> None:
+        self.wrapped = wrapped
+        self.__doc__ = wrapped.__doc__
+        self.name = wrapped.__name__
+
+    def __get__(self, inst: _TSelf[_T], owner: Optional[Type[Any]] = None) -> _T:
+        try:
+            try:
+                return inst._cache[self.name]
+            except KeyError:
+                val = self.wrapped(inst)
+                inst._cache[self.name] = val
+                return val
+        except AttributeError:
+            if inst is None:
+                return self
+            raise
+
+    def __set__(self, inst: _TSelf[_T], value: _T) -> None:
+        raise AttributeError("reified property is read-only")
+
+
+reify_py = reify
+
+try:
+    from ._helpers import reify as reify_c
+
+    if not NO_EXTENSIONS:
+        reify = reify_c  # type: ignore[misc,assignment]
+except ImportError:
+    pass
+
+_ipv4_pattern = (
+    r"^(?:(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\.){3}"
+    r"(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)$"
+)
+_ipv6_pattern = (
+    r"^(?:(?:(?:[A-F0-9]{1,4}:){6}|(?=(?:[A-F0-9]{0,4}:){0,6}"
+    r"(?:[0-9]{1,3}\.){3}[0-9]{1,3}$)(([0-9A-F]{1,4}:){0,5}|:)"
+    r"((:[0-9A-F]{1,4}){1,5}:|:)|::(?:[A-F0-9]{1,4}:){5})"
+    r"(?:(?:25[0-5]|2[0-4][0-9]|1[0-9][0-9]|[1-9]?[0-9])\.){3}"
+    r"(?:25[0-5]|2[0-4][0-9]|1[0-9][0-9]|[1-9]?[0-9])|(?:[A-F0-9]{1,4}:){7}"
+    r"[A-F0-9]{1,4}|(?=(?:[A-F0-9]{0,4}:){0,7}[A-F0-9]{0,4}$)"
+    r"(([0-9A-F]{1,4}:){1,7}|:)((:[0-9A-F]{1,4}){1,7}|:)|(?:[A-F0-9]{1,4}:){7}"
+    r":|:(:[A-F0-9]{1,4}){7})$"
+)
+_ipv4_regex = re.compile(_ipv4_pattern)
+_ipv6_regex = re.compile(_ipv6_pattern, flags=re.IGNORECASE)
+_ipv4_regexb = re.compile(_ipv4_pattern.encode("ascii"))
+_ipv6_regexb = re.compile(_ipv6_pattern.encode("ascii"), flags=re.IGNORECASE)
+
+
+def _is_ip_address(
+    regex: Pattern[str], regexb: Pattern[bytes], host: Optional[Union[str, bytes]]
+) -> bool:
+    if host is None:
+        return False
+    if isinstance(host, str):
+        return bool(regex.match(host))
+    elif isinstance(host, (bytes, bytearray, memoryview)):
+        return bool(regexb.match(host))
+    else:
+        raise TypeError(f"{host} [{type(host)}] is not a str or bytes")
+
+
+is_ipv4_address = functools.partial(_is_ip_address, _ipv4_regex, _ipv4_regexb)
+is_ipv6_address = functools.partial(_is_ip_address, _ipv6_regex, _ipv6_regexb)
+
+
+def is_ip_address(host: Optional[Union[str, bytes, bytearray, memoryview]]) -> bool:
+    return is_ipv4_address(host) or is_ipv6_address(host)
+
+
+def next_whole_second() -> datetime.datetime:
+    """Return current time rounded up to the next whole second."""
+    return datetime.datetime.now(datetime.timezone.utc).replace(
+        microsecond=0
+    ) + datetime.timedelta(seconds=0)
+
+
+_cached_current_datetime: Optional[int] = None
+_cached_formatted_datetime = ""
+
+
+def rfc822_formatted_time() -> str:
+    global _cached_current_datetime
+    global _cached_formatted_datetime
+
+    now = int(time.time())
+    if now != _cached_current_datetime:
+        # Weekday and month names for HTTP date/time formatting;
+        # always English!
+        # Tuples are constants stored in codeobject!
+        _weekdayname = ("Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun")
+        _monthname = (
+            "",  # Dummy so we can use 1-based month numbers
+            "Jan",
+            "Feb",
+            "Mar",
+            "Apr",
+            "May",
+            "Jun",
+            "Jul",
+            "Aug",
+            "Sep",
+            "Oct",
+            "Nov",
+            "Dec",
+        )
+
+        year, month, day, hh, mm, ss, wd, *tail = time.gmtime(now)
+        _cached_formatted_datetime = "%s, %02d %3s %4d %02d:%02d:%02d GMT" % (
+            _weekdayname[wd],
+            day,
+            _monthname[month],
+            year,
+            hh,
+            mm,
+            ss,
+        )
+        _cached_current_datetime = now
+    return _cached_formatted_datetime
+
+
+def _weakref_handle(info: "Tuple[weakref.ref[object], str]") -> None:
+    ref, name = info
+    ob = ref()
+    if ob is not None:
+        with suppress(Exception):
+            getattr(ob, name)()
+
+
+def weakref_handle(
+    ob: object, name: str, timeout: float, loop: asyncio.AbstractEventLoop
+) -> Optional[asyncio.TimerHandle]:
+    if timeout is not None and timeout > 0:
+        when = loop.time() + timeout
+        if timeout >= 5:
+            when = ceil(when)
+
+        return loop.call_at(when, _weakref_handle, (weakref.ref(ob), name))
+    return None
+
+
+def call_later(
+    cb: Callable[[], Any], timeout: float, loop: asyncio.AbstractEventLoop
+) -> Optional[asyncio.TimerHandle]:
+    if timeout is not None and timeout > 0:
+        when = loop.time() + timeout
+        if timeout > 5:
+            when = ceil(when)
+        return loop.call_at(when, cb)
+    return None
+
+
+class TimeoutHandle:
+    """Timeout handle"""
+
+    def __init__(
+        self, loop: asyncio.AbstractEventLoop, timeout: Optional[float]
+    ) -> None:
+        self._timeout = timeout
+        self._loop = loop
+        self._callbacks: List[
+            Tuple[Callable[..., None], Tuple[Any, ...], Dict[str, Any]]
+        ] = []
+
+    def register(
+        self, callback: Callable[..., None], *args: Any, **kwargs: Any
+    ) -> None:
+        self._callbacks.append((callback, args, kwargs))
+
+    def close(self) -> None:
+        self._callbacks.clear()
+
+    def start(self) -> Optional[asyncio.Handle]:
+        timeout = self._timeout
+        if timeout is not None and timeout > 0:
+            when = self._loop.time() + timeout
+            if timeout >= 5:
+                when = ceil(when)
+            return self._loop.call_at(when, self.__call__)
+        else:
+            return None
+
+    def timer(self) -> "BaseTimerContext":
+        if self._timeout is not None and self._timeout > 0:
+            timer = TimerContext(self._loop)
+            self.register(timer.timeout)
+            return timer
+        else:
+            return TimerNoop()
+
+    def __call__(self) -> None:
+        for cb, args, kwargs in self._callbacks:
+            with suppress(Exception):
+                cb(*args, **kwargs)
+
+        self._callbacks.clear()
+
+
+class BaseTimerContext(ContextManager["BaseTimerContext"]):
+    pass
+
+
+class TimerNoop(BaseTimerContext):
+    def __enter__(self) -> BaseTimerContext:
+        return self
+
+    def __exit__(
+        self,
+        exc_type: Optional[Type[BaseException]],
+        exc_val: Optional[BaseException],
+        exc_tb: Optional[TracebackType],
+    ) -> None:
+        return
+
+
+class TimerContext(BaseTimerContext):
+    """Low resolution timeout context manager"""
+
+    def __init__(self, loop: asyncio.AbstractEventLoop) -> None:
+        self._loop = loop
+        self._tasks: List[asyncio.Task[Any]] = []
+        self._cancelled = False
+
+    def __enter__(self) -> BaseTimerContext:
+        task = current_task(loop=self._loop)
+
+        if task is None:
+            raise RuntimeError(
+                "Timeout context manager should be used " "inside a task"
+            )
+
+        if self._cancelled:
+            raise asyncio.TimeoutError from None
+
+        self._tasks.append(task)
+        return self
+
+    def __exit__(
+        self,
+        exc_type: Optional[Type[BaseException]],
+        exc_val: Optional[BaseException],
+        exc_tb: Optional[TracebackType],
+    ) -> Optional[bool]:
+        if self._tasks:
+            self._tasks.pop()
+
+        if exc_type is asyncio.CancelledError and self._cancelled:
+            raise asyncio.TimeoutError from None
+        return None
+
+    def timeout(self) -> None:
+        if not self._cancelled:
+            for task in set(self._tasks):
+                task.cancel()
+
+            self._cancelled = True
+
+
+def ceil_timeout(delay: Optional[float]) -> async_timeout.Timeout:
+    if delay is None or delay <= 0:
+        return async_timeout.timeout(None)
+
+    loop = get_running_loop()
+    now = loop.time()
+    when = now + delay
+    if delay > 5:
+        when = ceil(when)
+    return async_timeout.timeout_at(when)
+
+
+class HeadersMixin:
+
+    ATTRS = frozenset(["_content_type", "_content_dict", "_stored_content_type"])
+
+    _content_type: Optional[str] = None
+    _content_dict: Optional[Dict[str, str]] = None
+    _stored_content_type = sentinel
+
+    def _parse_content_type(self, raw: str) -> None:
+        self._stored_content_type = raw
+        if raw is None:
+            # default value according to RFC 2616
+            self._content_type = "application/octet-stream"
+            self._content_dict = {}
+        else:
+            msg = HeaderParser().parsestr("Content-Type: " + raw)
+            self._content_type = msg.get_content_type()
+            params = msg.get_params()
+            self._content_dict = dict(params[1:])  # First element is content type again
+
+    @property
+    def content_type(self) -> str:
+        """The value of content part for Content-Type HTTP header."""
+        raw = self._headers.get(hdrs.CONTENT_TYPE)  # type: ignore[attr-defined]
+        if self._stored_content_type != raw:
+            self._parse_content_type(raw)
+        return self._content_type  # type: ignore[return-value]
+
+    @property
+    def charset(self) -> Optional[str]:
+        """The value of charset part for Content-Type HTTP header."""
+        raw = self._headers.get(hdrs.CONTENT_TYPE)  # type: ignore[attr-defined]
+        if self._stored_content_type != raw:
+            self._parse_content_type(raw)
+        return self._content_dict.get("charset")  # type: ignore[union-attr]
+
+    @property
+    def content_length(self) -> Optional[int]:
+        """The value of Content-Length HTTP header."""
+        content_length = self._headers.get(  # type: ignore[attr-defined]
+            hdrs.CONTENT_LENGTH
+        )
+
+        if content_length is not None:
+            return int(content_length)
+        else:
+            return None
+
+
+def set_result(fut: "asyncio.Future[_T]", result: _T) -> None:
+    if not fut.done():
+        fut.set_result(result)
+
+
+def set_exception(fut: "asyncio.Future[_T]", exc: BaseException) -> None:
+    if not fut.done():
+        fut.set_exception(exc)
+
+
+class ChainMapProxy(Mapping[str, Any]):
+    __slots__ = ("_maps",)
+
+    def __init__(self, maps: Iterable[Mapping[str, Any]]) -> None:
+        self._maps = tuple(maps)
+
+    def __init_subclass__(cls) -> None:
+        raise TypeError(
+            "Inheritance class {} from ChainMapProxy "
+            "is forbidden".format(cls.__name__)
+        )
+
+    def __getitem__(self, key: str) -> Any:
+        for mapping in self._maps:
+            try:
+                return mapping[key]
+            except KeyError:
+                pass
+        raise KeyError(key)
+
+    def get(self, key: str, default: Any = None) -> Any:
+        return self[key] if key in self else default
+
+    def __len__(self) -> int:
+        # reuses stored hash values if possible
+        return len(set().union(*self._maps))  # type: ignore[arg-type]
+
+    def __iter__(self) -> Iterator[str]:
+        d: Dict[str, Any] = {}
+        for mapping in reversed(self._maps):
+            # reuses stored hash values if possible
+            d.update(mapping)
+        return iter(d)
+
+    def __contains__(self, key: object) -> bool:
+        return any(key in m for m in self._maps)
+
+    def __bool__(self) -> bool:
+        return any(self._maps)
+
+    def __repr__(self) -> str:
+        content = ", ".join(map(repr, self._maps))
+        return f"ChainMapProxy({content})"
+
+
+# https://tools.ietf.org/html/rfc7232#section-2.3
+_ETAGC = r"[!#-}\x80-\xff]+"
+_ETAGC_RE = re.compile(_ETAGC)
+_QUOTED_ETAG = rf'(W/)?"({_ETAGC})"'
+QUOTED_ETAG_RE = re.compile(_QUOTED_ETAG)
+LIST_QUOTED_ETAG_RE = re.compile(rf"({_QUOTED_ETAG})(?:\s*,\s*|$)|(.)")
+
+ETAG_ANY = "*"
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class ETag:
+    value: str
+    is_weak: bool = False
+
+
+def validate_etag_value(value: str) -> None:
+    if value != ETAG_ANY and not _ETAGC_RE.fullmatch(value):
+        raise ValueError(
+            f"Value {value!r} is not a valid etag. Maybe it contains '\"'?"
+        )
+
+
+def parse_http_date(date_str: Optional[str]) -> Optional[datetime.datetime]:
+    """Process a date string, return a datetime object"""
+    if date_str is not None:
+        timetuple = parsedate(date_str)
+        if timetuple is not None:
+            with suppress(ValueError):
+                return datetime.datetime(*timetuple[:6], tzinfo=datetime.timezone.utc)
+    return None
diff --git a/venv/lib/python3.8/site-packages/aiohttp/http.py b/venv/lib/python3.8/site-packages/aiohttp/http.py
new file mode 100644
index 0000000..ca9dc54
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/http.py
@@ -0,0 +1,70 @@
+import http.server
+import sys
+from typing import Mapping, Tuple
+
+from . import __version__
+from .http_exceptions import HttpProcessingError as HttpProcessingError
+from .http_parser import (
+    HeadersParser as HeadersParser,
+    HttpParser as HttpParser,
+    HttpRequestParser as HttpRequestParser,
+    HttpResponseParser as HttpResponseParser,
+    RawRequestMessage as RawRequestMessage,
+    RawResponseMessage as RawResponseMessage,
+)
+from .http_websocket import (
+    WS_CLOSED_MESSAGE as WS_CLOSED_MESSAGE,
+    WS_CLOSING_MESSAGE as WS_CLOSING_MESSAGE,
+    WS_KEY as WS_KEY,
+    WebSocketError as WebSocketError,
+    WebSocketReader as WebSocketReader,
+    WebSocketWriter as WebSocketWriter,
+    WSCloseCode as WSCloseCode,
+    WSMessage as WSMessage,
+    WSMsgType as WSMsgType,
+    ws_ext_gen as ws_ext_gen,
+    ws_ext_parse as ws_ext_parse,
+)
+from .http_writer import (
+    HttpVersion as HttpVersion,
+    HttpVersion10 as HttpVersion10,
+    HttpVersion11 as HttpVersion11,
+    StreamWriter as StreamWriter,
+)
+
+__all__ = (
+    "HttpProcessingError",
+    "RESPONSES",
+    "SERVER_SOFTWARE",
+    # .http_writer
+    "StreamWriter",
+    "HttpVersion",
+    "HttpVersion10",
+    "HttpVersion11",
+    # .http_parser
+    "HeadersParser",
+    "HttpParser",
+    "HttpRequestParser",
+    "HttpResponseParser",
+    "RawRequestMessage",
+    "RawResponseMessage",
+    # .http_websocket
+    "WS_CLOSED_MESSAGE",
+    "WS_CLOSING_MESSAGE",
+    "WS_KEY",
+    "WebSocketReader",
+    "WebSocketWriter",
+    "ws_ext_gen",
+    "ws_ext_parse",
+    "WSMessage",
+    "WebSocketError",
+    "WSMsgType",
+    "WSCloseCode",
+)
+
+
+SERVER_SOFTWARE: str = "Python/{0[0]}.{0[1]} aiohttp/{1}".format(
+    sys.version_info, __version__
+)
+
+RESPONSES: Mapping[int, Tuple[str, str]] = http.server.BaseHTTPRequestHandler.responses
diff --git a/venv/lib/python3.8/site-packages/aiohttp/http_exceptions.py b/venv/lib/python3.8/site-packages/aiohttp/http_exceptions.py
new file mode 120000
index 0000000..93edca6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/http_exceptions.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/78/00/90/b7b6b3c0d6d48bc6aa5c1e49dad21c73f081e3fe32e262ccf5265de2d3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiohttp/http_parser.py b/venv/lib/python3.8/site-packages/aiohttp/http_parser.py
new file mode 100644
index 0000000..5a66ce4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/http_parser.py
@@ -0,0 +1,969 @@
+import abc
+import asyncio
+import collections
+import re
+import string
+import zlib
+from contextlib import suppress
+from enum import IntEnum
+from typing import (
+    Any,
+    Generic,
+    List,
+    NamedTuple,
+    Optional,
+    Pattern,
+    Set,
+    Tuple,
+    Type,
+    TypeVar,
+    Union,
+    cast,
+)
+
+from multidict import CIMultiDict, CIMultiDictProxy, istr
+from yarl import URL
+
+from . import hdrs
+from .base_protocol import BaseProtocol
+from .helpers import NO_EXTENSIONS, BaseTimerContext
+from .http_exceptions import (
+    BadHttpMessage,
+    BadStatusLine,
+    ContentEncodingError,
+    ContentLengthError,
+    InvalidHeader,
+    LineTooLong,
+    TransferEncodingError,
+)
+from .http_writer import HttpVersion, HttpVersion10
+from .log import internal_logger
+from .streams import EMPTY_PAYLOAD, StreamReader
+from .typedefs import Final, RawHeaders
+
+try:
+    import brotli
+
+    HAS_BROTLI = True
+except ImportError:  # pragma: no cover
+    HAS_BROTLI = False
+
+
+__all__ = (
+    "HeadersParser",
+    "HttpParser",
+    "HttpRequestParser",
+    "HttpResponseParser",
+    "RawRequestMessage",
+    "RawResponseMessage",
+)
+
+ASCIISET: Final[Set[str]] = set(string.printable)
+
+# See https://tools.ietf.org/html/rfc7230#section-3.1.1
+# and https://tools.ietf.org/html/rfc7230#appendix-B
+#
+#     method = token
+#     tchar = "!" / "#" / "$" / "%" / "&" / "'" / "*" / "+" / "-" / "." /
+#             "^" / "_" / "`" / "|" / "~" / DIGIT / ALPHA
+#     token = 1*tchar
+METHRE: Final[Pattern[str]] = re.compile(r"[!#$%&'*+\-.^_`|~0-9A-Za-z]+")
+VERSRE: Final[Pattern[str]] = re.compile(r"HTTP/(\d+).(\d+)")
+HDRRE: Final[Pattern[bytes]] = re.compile(rb"[\x00-\x1F\x7F()<>@,;:\[\]={} \t\\\\\"]")
+
+
+class RawRequestMessage(NamedTuple):
+    method: str
+    path: str
+    version: HttpVersion
+    headers: "CIMultiDictProxy[str]"
+    raw_headers: RawHeaders
+    should_close: bool
+    compression: Optional[str]
+    upgrade: bool
+    chunked: bool
+    url: URL
+
+
+RawResponseMessage = collections.namedtuple(
+    "RawResponseMessage",
+    [
+        "version",
+        "code",
+        "reason",
+        "headers",
+        "raw_headers",
+        "should_close",
+        "compression",
+        "upgrade",
+        "chunked",
+    ],
+)
+
+
+_MsgT = TypeVar("_MsgT", RawRequestMessage, RawResponseMessage)
+
+
+class ParseState(IntEnum):
+
+    PARSE_NONE = 0
+    PARSE_LENGTH = 1
+    PARSE_CHUNKED = 2
+    PARSE_UNTIL_EOF = 3
+
+
+class ChunkState(IntEnum):
+    PARSE_CHUNKED_SIZE = 0
+    PARSE_CHUNKED_CHUNK = 1
+    PARSE_CHUNKED_CHUNK_EOF = 2
+    PARSE_MAYBE_TRAILERS = 3
+    PARSE_TRAILERS = 4
+
+
+class HeadersParser:
+    def __init__(
+        self,
+        max_line_size: int = 8190,
+        max_headers: int = 32768,
+        max_field_size: int = 8190,
+    ) -> None:
+        self.max_line_size = max_line_size
+        self.max_headers = max_headers
+        self.max_field_size = max_field_size
+
+    def parse_headers(
+        self, lines: List[bytes]
+    ) -> Tuple["CIMultiDictProxy[str]", RawHeaders]:
+        headers: CIMultiDict[str] = CIMultiDict()
+        raw_headers = []
+
+        lines_idx = 1
+        line = lines[1]
+        line_count = len(lines)
+
+        while line:
+            # Parse initial header name : value pair.
+            try:
+                bname, bvalue = line.split(b":", 1)
+            except ValueError:
+                raise InvalidHeader(line) from None
+
+            bname = bname.strip(b" \t")
+            bvalue = bvalue.lstrip()
+            if HDRRE.search(bname):
+                raise InvalidHeader(bname)
+            if len(bname) > self.max_field_size:
+                raise LineTooLong(
+                    "request header name {}".format(
+                        bname.decode("utf8", "xmlcharrefreplace")
+                    ),
+                    str(self.max_field_size),
+                    str(len(bname)),
+                )
+
+            header_length = len(bvalue)
+
+            # next line
+            lines_idx += 1
+            line = lines[lines_idx]
+
+            # consume continuation lines
+            continuation = line and line[0] in (32, 9)  # (' ', '\t')
+
+            if continuation:
+                bvalue_lst = [bvalue]
+                while continuation:
+                    header_length += len(line)
+                    if header_length > self.max_field_size:
+                        raise LineTooLong(
+                            "request header field {}".format(
+                                bname.decode("utf8", "xmlcharrefreplace")
+                            ),
+                            str(self.max_field_size),
+                            str(header_length),
+                        )
+                    bvalue_lst.append(line)
+
+                    # next line
+                    lines_idx += 1
+                    if lines_idx < line_count:
+                        line = lines[lines_idx]
+                        if line:
+                            continuation = line[0] in (32, 9)  # (' ', '\t')
+                    else:
+                        line = b""
+                        break
+                bvalue = b"".join(bvalue_lst)
+            else:
+                if header_length > self.max_field_size:
+                    raise LineTooLong(
+                        "request header field {}".format(
+                            bname.decode("utf8", "xmlcharrefreplace")
+                        ),
+                        str(self.max_field_size),
+                        str(header_length),
+                    )
+
+            bvalue = bvalue.strip()
+            name = bname.decode("utf-8", "surrogateescape")
+            value = bvalue.decode("utf-8", "surrogateescape")
+
+            headers.add(name, value)
+            raw_headers.append((bname, bvalue))
+
+        return (CIMultiDictProxy(headers), tuple(raw_headers))
+
+
+class HttpParser(abc.ABC, Generic[_MsgT]):
+    def __init__(
+        self,
+        protocol: Optional[BaseProtocol] = None,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+        limit: int = 2**16,
+        max_line_size: int = 8190,
+        max_headers: int = 32768,
+        max_field_size: int = 8190,
+        timer: Optional[BaseTimerContext] = None,
+        code: Optional[int] = None,
+        method: Optional[str] = None,
+        readall: bool = False,
+        payload_exception: Optional[Type[BaseException]] = None,
+        response_with_body: bool = True,
+        read_until_eof: bool = False,
+        auto_decompress: bool = True,
+    ) -> None:
+        self.protocol = protocol
+        self.loop = loop
+        self.max_line_size = max_line_size
+        self.max_headers = max_headers
+        self.max_field_size = max_field_size
+        self.timer = timer
+        self.code = code
+        self.method = method
+        self.readall = readall
+        self.payload_exception = payload_exception
+        self.response_with_body = response_with_body
+        self.read_until_eof = read_until_eof
+
+        self._lines: List[bytes] = []
+        self._tail = b""
+        self._upgraded = False
+        self._payload = None
+        self._payload_parser: Optional[HttpPayloadParser] = None
+        self._auto_decompress = auto_decompress
+        self._limit = limit
+        self._headers_parser = HeadersParser(max_line_size, max_headers, max_field_size)
+
+    @abc.abstractmethod
+    def parse_message(self, lines: List[bytes]) -> _MsgT:
+        pass
+
+    def feed_eof(self) -> Optional[_MsgT]:
+        if self._payload_parser is not None:
+            self._payload_parser.feed_eof()
+            self._payload_parser = None
+        else:
+            # try to extract partial message
+            if self._tail:
+                self._lines.append(self._tail)
+
+            if self._lines:
+                if self._lines[-1] != "\r\n":
+                    self._lines.append(b"")
+                with suppress(Exception):
+                    return self.parse_message(self._lines)
+        return None
+
+    def feed_data(
+        self,
+        data: bytes,
+        SEP: bytes = b"\r\n",
+        EMPTY: bytes = b"",
+        CONTENT_LENGTH: istr = hdrs.CONTENT_LENGTH,
+        METH_CONNECT: str = hdrs.METH_CONNECT,
+        SEC_WEBSOCKET_KEY1: istr = hdrs.SEC_WEBSOCKET_KEY1,
+    ) -> Tuple[List[Tuple[_MsgT, StreamReader]], bool, bytes]:
+
+        messages = []
+
+        if self._tail:
+            data, self._tail = self._tail + data, b""
+
+        data_len = len(data)
+        start_pos = 0
+        loop = self.loop
+
+        while start_pos < data_len:
+
+            # read HTTP message (request/response line + headers), \r\n\r\n
+            # and split by lines
+            if self._payload_parser is None and not self._upgraded:
+                pos = data.find(SEP, start_pos)
+                # consume \r\n
+                if pos == start_pos and not self._lines:
+                    start_pos = pos + 2
+                    continue
+
+                if pos >= start_pos:
+                    # line found
+                    self._lines.append(data[start_pos:pos])
+                    start_pos = pos + 2
+
+                    # \r\n\r\n found
+                    if self._lines[-1] == EMPTY:
+                        try:
+                            msg: _MsgT = self.parse_message(self._lines)
+                        finally:
+                            self._lines.clear()
+
+                        def get_content_length() -> Optional[int]:
+                            # payload length
+                            length_hdr = msg.headers.get(CONTENT_LENGTH)
+                            if length_hdr is None:
+                                return None
+
+                            try:
+                                length = int(length_hdr)
+                            except ValueError:
+                                raise InvalidHeader(CONTENT_LENGTH)
+
+                            if length < 0:
+                                raise InvalidHeader(CONTENT_LENGTH)
+
+                            return length
+
+                        length = get_content_length()
+                        # do not support old websocket spec
+                        if SEC_WEBSOCKET_KEY1 in msg.headers:
+                            raise InvalidHeader(SEC_WEBSOCKET_KEY1)
+
+                        self._upgraded = msg.upgrade
+
+                        method = getattr(msg, "method", self.method)
+
+                        assert self.protocol is not None
+                        # calculate payload
+                        if (
+                            (length is not None and length > 0)
+                            or msg.chunked
+                            and not msg.upgrade
+                        ):
+                            payload = StreamReader(
+                                self.protocol,
+                                timer=self.timer,
+                                loop=loop,
+                                limit=self._limit,
+                            )
+                            payload_parser = HttpPayloadParser(
+                                payload,
+                                length=length,
+                                chunked=msg.chunked,
+                                method=method,
+                                compression=msg.compression,
+                                code=self.code,
+                                readall=self.readall,
+                                response_with_body=self.response_with_body,
+                                auto_decompress=self._auto_decompress,
+                            )
+                            if not payload_parser.done:
+                                self._payload_parser = payload_parser
+                        elif method == METH_CONNECT:
+                            assert isinstance(msg, RawRequestMessage)
+                            payload = StreamReader(
+                                self.protocol,
+                                timer=self.timer,
+                                loop=loop,
+                                limit=self._limit,
+                            )
+                            self._upgraded = True
+                            self._payload_parser = HttpPayloadParser(
+                                payload,
+                                method=msg.method,
+                                compression=msg.compression,
+                                readall=True,
+                                auto_decompress=self._auto_decompress,
+                            )
+                        else:
+                            if (
+                                getattr(msg, "code", 100) >= 199
+                                and length is None
+                                and self.read_until_eof
+                            ):
+                                payload = StreamReader(
+                                    self.protocol,
+                                    timer=self.timer,
+                                    loop=loop,
+                                    limit=self._limit,
+                                )
+                                payload_parser = HttpPayloadParser(
+                                    payload,
+                                    length=length,
+                                    chunked=msg.chunked,
+                                    method=method,
+                                    compression=msg.compression,
+                                    code=self.code,
+                                    readall=True,
+                                    response_with_body=self.response_with_body,
+                                    auto_decompress=self._auto_decompress,
+                                )
+                                if not payload_parser.done:
+                                    self._payload_parser = payload_parser
+                            else:
+                                payload = EMPTY_PAYLOAD
+
+                        messages.append((msg, payload))
+                else:
+                    self._tail = data[start_pos:]
+                    data = EMPTY
+                    break
+
+            # no parser, just store
+            elif self._payload_parser is None and self._upgraded:
+                assert not self._lines
+                break
+
+            # feed payload
+            elif data and start_pos < data_len:
+                assert not self._lines
+                assert self._payload_parser is not None
+                try:
+                    eof, data = self._payload_parser.feed_data(data[start_pos:])
+                except BaseException as exc:
+                    if self.payload_exception is not None:
+                        self._payload_parser.payload.set_exception(
+                            self.payload_exception(str(exc))
+                        )
+                    else:
+                        self._payload_parser.payload.set_exception(exc)
+
+                    eof = True
+                    data = b""
+
+                if eof:
+                    start_pos = 0
+                    data_len = len(data)
+                    self._payload_parser = None
+                    continue
+            else:
+                break
+
+        if data and start_pos < data_len:
+            data = data[start_pos:]
+        else:
+            data = EMPTY
+
+        return messages, self._upgraded, data
+
+    def parse_headers(
+        self, lines: List[bytes]
+    ) -> Tuple[
+        "CIMultiDictProxy[str]", RawHeaders, Optional[bool], Optional[str], bool, bool
+    ]:
+        """Parses RFC 5322 headers from a stream.
+
+        Line continuations are supported. Returns list of header name
+        and value pairs. Header name is in upper case.
+        """
+        headers, raw_headers = self._headers_parser.parse_headers(lines)
+        close_conn = None
+        encoding = None
+        upgrade = False
+        chunked = False
+
+        # keep-alive
+        conn = headers.get(hdrs.CONNECTION)
+        if conn:
+            v = conn.lower()
+            if v == "close":
+                close_conn = True
+            elif v == "keep-alive":
+                close_conn = False
+            elif v == "upgrade":
+                upgrade = True
+
+        # encoding
+        enc = headers.get(hdrs.CONTENT_ENCODING)
+        if enc:
+            enc = enc.lower()
+            if enc in ("gzip", "deflate", "br"):
+                encoding = enc
+
+        # chunking
+        te = headers.get(hdrs.TRANSFER_ENCODING)
+        if te is not None:
+            if "chunked" == te.lower():
+                chunked = True
+            else:
+                raise BadHttpMessage("Request has invalid `Transfer-Encoding`")
+
+            if hdrs.CONTENT_LENGTH in headers:
+                raise BadHttpMessage(
+                    "Content-Length can't be present with Transfer-Encoding",
+                )
+
+        return (headers, raw_headers, close_conn, encoding, upgrade, chunked)
+
+    def set_upgraded(self, val: bool) -> None:
+        """Set connection upgraded (to websocket) mode.
+
+        :param bool val: new state.
+        """
+        self._upgraded = val
+
+
+class HttpRequestParser(HttpParser[RawRequestMessage]):
+    """Read request status line.
+
+    Exception .http_exceptions.BadStatusLine
+    could be raised in case of any errors in status line.
+    Returns RawRequestMessage.
+    """
+
+    def parse_message(self, lines: List[bytes]) -> RawRequestMessage:
+        # request line
+        line = lines[0].decode("utf-8", "surrogateescape")
+        try:
+            method, path, version = line.split(None, 2)
+        except ValueError:
+            raise BadStatusLine(line) from None
+
+        if len(path) > self.max_line_size:
+            raise LineTooLong(
+                "Status line is too long", str(self.max_line_size), str(len(path))
+            )
+
+        # method
+        if not METHRE.match(method):
+            raise BadStatusLine(method)
+
+        # version
+        try:
+            if version.startswith("HTTP/"):
+                n1, n2 = version[5:].split(".", 1)
+                version_o = HttpVersion(int(n1), int(n2))
+            else:
+                raise BadStatusLine(version)
+        except Exception:
+            raise BadStatusLine(version)
+
+        if method == "CONNECT":
+            # authority-form,
+            # https://datatracker.ietf.org/doc/html/rfc7230#section-5.3.3
+            url = URL.build(authority=path, encoded=True)
+        elif path.startswith("/"):
+            # origin-form,
+            # https://datatracker.ietf.org/doc/html/rfc7230#section-5.3.1
+            path_part, _hash_separator, url_fragment = path.partition("#")
+            path_part, _question_mark_separator, qs_part = path_part.partition("?")
+
+            # NOTE: `yarl.URL.build()` is used to mimic what the Cython-based
+            # NOTE: parser does, otherwise it results into the same
+            # NOTE: HTTP Request-Line input producing different
+            # NOTE: `yarl.URL()` objects
+            url = URL.build(
+                path=path_part,
+                query_string=qs_part,
+                fragment=url_fragment,
+                encoded=True,
+            )
+        else:
+            # absolute-form for proxy maybe,
+            # https://datatracker.ietf.org/doc/html/rfc7230#section-5.3.2
+            url = URL(path, encoded=True)
+
+        # read headers
+        (
+            headers,
+            raw_headers,
+            close,
+            compression,
+            upgrade,
+            chunked,
+        ) = self.parse_headers(lines)
+
+        if close is None:  # then the headers weren't set in the request
+            if version_o <= HttpVersion10:  # HTTP 1.0 must asks to not close
+                close = True
+            else:  # HTTP 1.1 must ask to close.
+                close = False
+
+        return RawRequestMessage(
+            method,
+            path,
+            version_o,
+            headers,
+            raw_headers,
+            close,
+            compression,
+            upgrade,
+            chunked,
+            url,
+        )
+
+
+class HttpResponseParser(HttpParser[RawResponseMessage]):
+    """Read response status line and headers.
+
+    BadStatusLine could be raised in case of any errors in status line.
+    Returns RawResponseMessage.
+    """
+
+    def parse_message(self, lines: List[bytes]) -> RawResponseMessage:
+        line = lines[0].decode("utf-8", "surrogateescape")
+        try:
+            version, status = line.split(None, 1)
+        except ValueError:
+            raise BadStatusLine(line) from None
+
+        try:
+            status, reason = status.split(None, 1)
+        except ValueError:
+            reason = ""
+
+        if len(reason) > self.max_line_size:
+            raise LineTooLong(
+                "Status line is too long", str(self.max_line_size), str(len(reason))
+            )
+
+        # version
+        match = VERSRE.match(version)
+        if match is None:
+            raise BadStatusLine(line)
+        version_o = HttpVersion(int(match.group(1)), int(match.group(2)))
+
+        # The status code is a three-digit number
+        try:
+            status_i = int(status)
+        except ValueError:
+            raise BadStatusLine(line) from None
+
+        if status_i > 999:
+            raise BadStatusLine(line)
+
+        # read headers
+        (
+            headers,
+            raw_headers,
+            close,
+            compression,
+            upgrade,
+            chunked,
+        ) = self.parse_headers(lines)
+
+        if close is None:
+            close = version_o <= HttpVersion10
+
+        return RawResponseMessage(
+            version_o,
+            status_i,
+            reason.strip(),
+            headers,
+            raw_headers,
+            close,
+            compression,
+            upgrade,
+            chunked,
+        )
+
+
+class HttpPayloadParser:
+    def __init__(
+        self,
+        payload: StreamReader,
+        length: Optional[int] = None,
+        chunked: bool = False,
+        compression: Optional[str] = None,
+        code: Optional[int] = None,
+        method: Optional[str] = None,
+        readall: bool = False,
+        response_with_body: bool = True,
+        auto_decompress: bool = True,
+    ) -> None:
+        self._length = 0
+        self._type = ParseState.PARSE_NONE
+        self._chunk = ChunkState.PARSE_CHUNKED_SIZE
+        self._chunk_size = 0
+        self._chunk_tail = b""
+        self._auto_decompress = auto_decompress
+        self.done = False
+
+        # payload decompression wrapper
+        if response_with_body and compression and self._auto_decompress:
+            real_payload: Union[StreamReader, DeflateBuffer] = DeflateBuffer(
+                payload, compression
+            )
+        else:
+            real_payload = payload
+
+        # payload parser
+        if not response_with_body:
+            # don't parse payload if it's not expected to be received
+            self._type = ParseState.PARSE_NONE
+            real_payload.feed_eof()
+            self.done = True
+
+        elif chunked:
+            self._type = ParseState.PARSE_CHUNKED
+        elif length is not None:
+            self._type = ParseState.PARSE_LENGTH
+            self._length = length
+            if self._length == 0:
+                real_payload.feed_eof()
+                self.done = True
+        else:
+            if readall and code != 204:
+                self._type = ParseState.PARSE_UNTIL_EOF
+            elif method in ("PUT", "POST"):
+                internal_logger.warning(  # pragma: no cover
+                    "Content-Length or Transfer-Encoding header is required"
+                )
+                self._type = ParseState.PARSE_NONE
+                real_payload.feed_eof()
+                self.done = True
+
+        self.payload = real_payload
+
+    def feed_eof(self) -> None:
+        if self._type == ParseState.PARSE_UNTIL_EOF:
+            self.payload.feed_eof()
+        elif self._type == ParseState.PARSE_LENGTH:
+            raise ContentLengthError(
+                "Not enough data for satisfy content length header."
+            )
+        elif self._type == ParseState.PARSE_CHUNKED:
+            raise TransferEncodingError(
+                "Not enough data for satisfy transfer length header."
+            )
+
+    def feed_data(
+        self, chunk: bytes, SEP: bytes = b"\r\n", CHUNK_EXT: bytes = b";"
+    ) -> Tuple[bool, bytes]:
+        # Read specified amount of bytes
+        if self._type == ParseState.PARSE_LENGTH:
+            required = self._length
+            chunk_len = len(chunk)
+
+            if required >= chunk_len:
+                self._length = required - chunk_len
+                self.payload.feed_data(chunk, chunk_len)
+                if self._length == 0:
+                    self.payload.feed_eof()
+                    return True, b""
+            else:
+                self._length = 0
+                self.payload.feed_data(chunk[:required], required)
+                self.payload.feed_eof()
+                return True, chunk[required:]
+
+        # Chunked transfer encoding parser
+        elif self._type == ParseState.PARSE_CHUNKED:
+            if self._chunk_tail:
+                chunk = self._chunk_tail + chunk
+                self._chunk_tail = b""
+
+            while chunk:
+
+                # read next chunk size
+                if self._chunk == ChunkState.PARSE_CHUNKED_SIZE:
+                    pos = chunk.find(SEP)
+                    if pos >= 0:
+                        i = chunk.find(CHUNK_EXT, 0, pos)
+                        if i >= 0:
+                            size_b = chunk[:i]  # strip chunk-extensions
+                        else:
+                            size_b = chunk[:pos]
+
+                        try:
+                            size = int(bytes(size_b), 16)
+                        except ValueError:
+                            exc = TransferEncodingError(
+                                chunk[:pos].decode("ascii", "surrogateescape")
+                            )
+                            self.payload.set_exception(exc)
+                            raise exc from None
+
+                        chunk = chunk[pos + 2 :]
+                        if size == 0:  # eof marker
+                            self._chunk = ChunkState.PARSE_MAYBE_TRAILERS
+                        else:
+                            self._chunk = ChunkState.PARSE_CHUNKED_CHUNK
+                            self._chunk_size = size
+                            self.payload.begin_http_chunk_receiving()
+                    else:
+                        self._chunk_tail = chunk
+                        return False, b""
+
+                # read chunk and feed buffer
+                if self._chunk == ChunkState.PARSE_CHUNKED_CHUNK:
+                    required = self._chunk_size
+                    chunk_len = len(chunk)
+
+                    if required > chunk_len:
+                        self._chunk_size = required - chunk_len
+                        self.payload.feed_data(chunk, chunk_len)
+                        return False, b""
+                    else:
+                        self._chunk_size = 0
+                        self.payload.feed_data(chunk[:required], required)
+                        chunk = chunk[required:]
+                        self._chunk = ChunkState.PARSE_CHUNKED_CHUNK_EOF
+                        self.payload.end_http_chunk_receiving()
+
+                # toss the CRLF at the end of the chunk
+                if self._chunk == ChunkState.PARSE_CHUNKED_CHUNK_EOF:
+                    if chunk[:2] == SEP:
+                        chunk = chunk[2:]
+                        self._chunk = ChunkState.PARSE_CHUNKED_SIZE
+                    else:
+                        self._chunk_tail = chunk
+                        return False, b""
+
+                # if stream does not contain trailer, after 0\r\n
+                # we should get another \r\n otherwise
+                # trailers needs to be skiped until \r\n\r\n
+                if self._chunk == ChunkState.PARSE_MAYBE_TRAILERS:
+                    head = chunk[:2]
+                    if head == SEP:
+                        # end of stream
+                        self.payload.feed_eof()
+                        return True, chunk[2:]
+                    # Both CR and LF, or only LF may not be received yet. It is
+                    # expected that CRLF or LF will be shown at the very first
+                    # byte next time, otherwise trailers should come. The last
+                    # CRLF which marks the end of response might not be
+                    # contained in the same TCP segment which delivered the
+                    # size indicator.
+                    if not head:
+                        return False, b""
+                    if head == SEP[:1]:
+                        self._chunk_tail = head
+                        return False, b""
+                    self._chunk = ChunkState.PARSE_TRAILERS
+
+                # read and discard trailer up to the CRLF terminator
+                if self._chunk == ChunkState.PARSE_TRAILERS:
+                    pos = chunk.find(SEP)
+                    if pos >= 0:
+                        chunk = chunk[pos + 2 :]
+                        self._chunk = ChunkState.PARSE_MAYBE_TRAILERS
+                    else:
+                        self._chunk_tail = chunk
+                        return False, b""
+
+        # Read all bytes until eof
+        elif self._type == ParseState.PARSE_UNTIL_EOF:
+            self.payload.feed_data(chunk, len(chunk))
+
+        return False, b""
+
+
+class DeflateBuffer:
+    """DeflateStream decompress stream and feed data into specified stream."""
+
+    decompressor: Any
+
+    def __init__(self, out: StreamReader, encoding: Optional[str]) -> None:
+        self.out = out
+        self.size = 0
+        self.encoding = encoding
+        self._started_decoding = False
+
+        if encoding == "br":
+            if not HAS_BROTLI:  # pragma: no cover
+                raise ContentEncodingError(
+                    "Can not decode content-encoding: brotli (br). "
+                    "Please install `Brotli`"
+                )
+
+            class BrotliDecoder:
+                # Supports both 'brotlipy' and 'Brotli' packages
+                # since they share an import name. The top branches
+                # are for 'brotlipy' and bottom branches for 'Brotli'
+                def __init__(self) -> None:
+                    self._obj = brotli.Decompressor()
+
+                def decompress(self, data: bytes) -> bytes:
+                    if hasattr(self._obj, "decompress"):
+                        return cast(bytes, self._obj.decompress(data))
+                    return cast(bytes, self._obj.process(data))
+
+                def flush(self) -> bytes:
+                    if hasattr(self._obj, "flush"):
+                        return cast(bytes, self._obj.flush())
+                    return b""
+
+            self.decompressor = BrotliDecoder()
+        else:
+            zlib_mode = 16 + zlib.MAX_WBITS if encoding == "gzip" else zlib.MAX_WBITS
+            self.decompressor = zlib.decompressobj(wbits=zlib_mode)
+
+    def set_exception(self, exc: BaseException) -> None:
+        self.out.set_exception(exc)
+
+    def feed_data(self, chunk: bytes, size: int) -> None:
+        if not size:
+            return
+
+        self.size += size
+
+        # RFC1950
+        # bits 0..3 = CM = 0b1000 = 8 = "deflate"
+        # bits 4..7 = CINFO = 1..7 = windows size.
+        if (
+            not self._started_decoding
+            and self.encoding == "deflate"
+            and chunk[0] & 0xF != 8
+        ):
+            # Change the decoder to decompress incorrectly compressed data
+            # Actually we should issue a warning about non-RFC-compliant data.
+            self.decompressor = zlib.decompressobj(wbits=-zlib.MAX_WBITS)
+
+        try:
+            chunk = self.decompressor.decompress(chunk)
+        except Exception:
+            raise ContentEncodingError(
+                "Can not decode content-encoding: %s" % self.encoding
+            )
+
+        self._started_decoding = True
+
+        if chunk:
+            self.out.feed_data(chunk, len(chunk))
+
+    def feed_eof(self) -> None:
+        chunk = self.decompressor.flush()
+
+        if chunk or self.size > 0:
+            self.out.feed_data(chunk, len(chunk))
+            if self.encoding == "deflate" and not self.decompressor.eof:
+                raise ContentEncodingError("deflate")
+
+        self.out.feed_eof()
+
+    def begin_http_chunk_receiving(self) -> None:
+        self.out.begin_http_chunk_receiving()
+
+    def end_http_chunk_receiving(self) -> None:
+        self.out.end_http_chunk_receiving()
+
+
+HttpRequestParserPy = HttpRequestParser
+HttpResponseParserPy = HttpResponseParser
+RawRequestMessagePy = RawRequestMessage
+RawResponseMessagePy = RawResponseMessage
+
+try:
+    if not NO_EXTENSIONS:
+        from ._http_parser import (  # type: ignore[import,no-redef]
+            HttpRequestParser,
+            HttpResponseParser,
+            RawRequestMessage,
+            RawResponseMessage,
+        )
+
+        HttpRequestParserC = HttpRequestParser
+        HttpResponseParserC = HttpResponseParser
+        RawRequestMessageC = RawRequestMessage
+        RawResponseMessageC = RawResponseMessage
+except ImportError:  # pragma: no cover
+    pass
diff --git a/venv/lib/python3.8/site-packages/aiohttp/http_websocket.py b/venv/lib/python3.8/site-packages/aiohttp/http_websocket.py
new file mode 100644
index 0000000..2cfc519
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/http_websocket.py
@@ -0,0 +1,701 @@
+"""WebSocket protocol versions 13 and 8."""
+
+import asyncio
+import collections
+import json
+import random
+import re
+import sys
+import zlib
+from enum import IntEnum
+from struct import Struct
+from typing import Any, Callable, List, Optional, Pattern, Set, Tuple, Union, cast
+
+from .base_protocol import BaseProtocol
+from .helpers import NO_EXTENSIONS
+from .streams import DataQueue
+from .typedefs import Final
+
+__all__ = (
+    "WS_CLOSED_MESSAGE",
+    "WS_CLOSING_MESSAGE",
+    "WS_KEY",
+    "WebSocketReader",
+    "WebSocketWriter",
+    "WSMessage",
+    "WebSocketError",
+    "WSMsgType",
+    "WSCloseCode",
+)
+
+
+class WSCloseCode(IntEnum):
+    OK = 1000
+    GOING_AWAY = 1001
+    PROTOCOL_ERROR = 1002
+    UNSUPPORTED_DATA = 1003
+    ABNORMAL_CLOSURE = 1006
+    INVALID_TEXT = 1007
+    POLICY_VIOLATION = 1008
+    MESSAGE_TOO_BIG = 1009
+    MANDATORY_EXTENSION = 1010
+    INTERNAL_ERROR = 1011
+    SERVICE_RESTART = 1012
+    TRY_AGAIN_LATER = 1013
+    BAD_GATEWAY = 1014
+
+
+ALLOWED_CLOSE_CODES: Final[Set[int]] = {int(i) for i in WSCloseCode}
+
+
+class WSMsgType(IntEnum):
+    # websocket spec types
+    CONTINUATION = 0x0
+    TEXT = 0x1
+    BINARY = 0x2
+    PING = 0x9
+    PONG = 0xA
+    CLOSE = 0x8
+
+    # aiohttp specific types
+    CLOSING = 0x100
+    CLOSED = 0x101
+    ERROR = 0x102
+
+    text = TEXT
+    binary = BINARY
+    ping = PING
+    pong = PONG
+    close = CLOSE
+    closing = CLOSING
+    closed = CLOSED
+    error = ERROR
+
+
+WS_KEY: Final[bytes] = b"258EAFA5-E914-47DA-95CA-C5AB0DC85B11"
+
+
+UNPACK_LEN2 = Struct("!H").unpack_from
+UNPACK_LEN3 = Struct("!Q").unpack_from
+UNPACK_CLOSE_CODE = Struct("!H").unpack
+PACK_LEN1 = Struct("!BB").pack
+PACK_LEN2 = Struct("!BBH").pack
+PACK_LEN3 = Struct("!BBQ").pack
+PACK_CLOSE_CODE = Struct("!H").pack
+MSG_SIZE: Final[int] = 2**14
+DEFAULT_LIMIT: Final[int] = 2**16
+
+
+_WSMessageBase = collections.namedtuple("_WSMessageBase", ["type", "data", "extra"])
+
+
+class WSMessage(_WSMessageBase):
+    def json(self, *, loads: Callable[[Any], Any] = json.loads) -> Any:
+        """Return parsed JSON data.
+
+        .. versionadded:: 0.22
+        """
+        return loads(self.data)
+
+
+WS_CLOSED_MESSAGE = WSMessage(WSMsgType.CLOSED, None, None)
+WS_CLOSING_MESSAGE = WSMessage(WSMsgType.CLOSING, None, None)
+
+
+class WebSocketError(Exception):
+    """WebSocket protocol parser error."""
+
+    def __init__(self, code: int, message: str) -> None:
+        self.code = code
+        super().__init__(code, message)
+
+    def __str__(self) -> str:
+        return cast(str, self.args[1])
+
+
+class WSHandshakeError(Exception):
+    """WebSocket protocol handshake error."""
+
+
+native_byteorder: Final[str] = sys.byteorder
+
+
+# Used by _websocket_mask_python
+_XOR_TABLE: Final[List[bytes]] = [bytes(a ^ b for a in range(256)) for b in range(256)]
+
+
+def _websocket_mask_python(mask: bytes, data: bytearray) -> None:
+    """Websocket masking function.
+
+    `mask` is a `bytes` object of length 4; `data` is a `bytearray`
+    object of any length. The contents of `data` are masked with `mask`,
+    as specified in section 5.3 of RFC 6455.
+
+    Note that this function mutates the `data` argument.
+
+    This pure-python implementation may be replaced by an optimized
+    version when available.
+
+    """
+    assert isinstance(data, bytearray), data
+    assert len(mask) == 4, mask
+
+    if data:
+        a, b, c, d = (_XOR_TABLE[n] for n in mask)
+        data[::4] = data[::4].translate(a)
+        data[1::4] = data[1::4].translate(b)
+        data[2::4] = data[2::4].translate(c)
+        data[3::4] = data[3::4].translate(d)
+
+
+if NO_EXTENSIONS:  # pragma: no cover
+    _websocket_mask = _websocket_mask_python
+else:
+    try:
+        from ._websocket import _websocket_mask_cython  # type: ignore[import]
+
+        _websocket_mask = _websocket_mask_cython
+    except ImportError:  # pragma: no cover
+        _websocket_mask = _websocket_mask_python
+
+_WS_DEFLATE_TRAILING: Final[bytes] = bytes([0x00, 0x00, 0xFF, 0xFF])
+
+
+_WS_EXT_RE: Final[Pattern[str]] = re.compile(
+    r"^(?:;\s*(?:"
+    r"(server_no_context_takeover)|"
+    r"(client_no_context_takeover)|"
+    r"(server_max_window_bits(?:=(\d+))?)|"
+    r"(client_max_window_bits(?:=(\d+))?)))*$"
+)
+
+_WS_EXT_RE_SPLIT: Final[Pattern[str]] = re.compile(r"permessage-deflate([^,]+)?")
+
+
+def ws_ext_parse(extstr: Optional[str], isserver: bool = False) -> Tuple[int, bool]:
+    if not extstr:
+        return 0, False
+
+    compress = 0
+    notakeover = False
+    for ext in _WS_EXT_RE_SPLIT.finditer(extstr):
+        defext = ext.group(1)
+        # Return compress = 15 when get `permessage-deflate`
+        if not defext:
+            compress = 15
+            break
+        match = _WS_EXT_RE.match(defext)
+        if match:
+            compress = 15
+            if isserver:
+                # Server never fail to detect compress handshake.
+                # Server does not need to send max wbit to client
+                if match.group(4):
+                    compress = int(match.group(4))
+                    # Group3 must match if group4 matches
+                    # Compress wbit 8 does not support in zlib
+                    # If compress level not support,
+                    # CONTINUE to next extension
+                    if compress > 15 or compress < 9:
+                        compress = 0
+                        continue
+                if match.group(1):
+                    notakeover = True
+                # Ignore regex group 5 & 6 for client_max_window_bits
+                break
+            else:
+                if match.group(6):
+                    compress = int(match.group(6))
+                    # Group5 must match if group6 matches
+                    # Compress wbit 8 does not support in zlib
+                    # If compress level not support,
+                    # FAIL the parse progress
+                    if compress > 15 or compress < 9:
+                        raise WSHandshakeError("Invalid window size")
+                if match.group(2):
+                    notakeover = True
+                # Ignore regex group 5 & 6 for client_max_window_bits
+                break
+        # Return Fail if client side and not match
+        elif not isserver:
+            raise WSHandshakeError("Extension for deflate not supported" + ext.group(1))
+
+    return compress, notakeover
+
+
+def ws_ext_gen(
+    compress: int = 15, isserver: bool = False, server_notakeover: bool = False
+) -> str:
+    # client_notakeover=False not used for server
+    # compress wbit 8 does not support in zlib
+    if compress < 9 or compress > 15:
+        raise ValueError(
+            "Compress wbits must between 9 and 15, " "zlib does not support wbits=8"
+        )
+    enabledext = ["permessage-deflate"]
+    if not isserver:
+        enabledext.append("client_max_window_bits")
+
+    if compress < 15:
+        enabledext.append("server_max_window_bits=" + str(compress))
+    if server_notakeover:
+        enabledext.append("server_no_context_takeover")
+    # if client_notakeover:
+    #     enabledext.append('client_no_context_takeover')
+    return "; ".join(enabledext)
+
+
+class WSParserState(IntEnum):
+    READ_HEADER = 1
+    READ_PAYLOAD_LENGTH = 2
+    READ_PAYLOAD_MASK = 3
+    READ_PAYLOAD = 4
+
+
+class WebSocketReader:
+    def __init__(
+        self, queue: DataQueue[WSMessage], max_msg_size: int, compress: bool = True
+    ) -> None:
+        self.queue = queue
+        self._max_msg_size = max_msg_size
+
+        self._exc: Optional[BaseException] = None
+        self._partial = bytearray()
+        self._state = WSParserState.READ_HEADER
+
+        self._opcode: Optional[int] = None
+        self._frame_fin = False
+        self._frame_opcode: Optional[int] = None
+        self._frame_payload = bytearray()
+
+        self._tail = b""
+        self._has_mask = False
+        self._frame_mask: Optional[bytes] = None
+        self._payload_length = 0
+        self._payload_length_flag = 0
+        self._compressed: Optional[bool] = None
+        self._decompressobj: Any = None  # zlib.decompressobj actually
+        self._compress = compress
+
+    def feed_eof(self) -> None:
+        self.queue.feed_eof()
+
+    def feed_data(self, data: bytes) -> Tuple[bool, bytes]:
+        if self._exc:
+            return True, data
+
+        try:
+            return self._feed_data(data)
+        except Exception as exc:
+            self._exc = exc
+            self.queue.set_exception(exc)
+            return True, b""
+
+    def _feed_data(self, data: bytes) -> Tuple[bool, bytes]:
+        for fin, opcode, payload, compressed in self.parse_frame(data):
+            if compressed and not self._decompressobj:
+                self._decompressobj = zlib.decompressobj(wbits=-zlib.MAX_WBITS)
+            if opcode == WSMsgType.CLOSE:
+                if len(payload) >= 2:
+                    close_code = UNPACK_CLOSE_CODE(payload[:2])[0]
+                    if close_code < 3000 and close_code not in ALLOWED_CLOSE_CODES:
+                        raise WebSocketError(
+                            WSCloseCode.PROTOCOL_ERROR,
+                            f"Invalid close code: {close_code}",
+                        )
+                    try:
+                        close_message = payload[2:].decode("utf-8")
+                    except UnicodeDecodeError as exc:
+                        raise WebSocketError(
+                            WSCloseCode.INVALID_TEXT, "Invalid UTF-8 text message"
+                        ) from exc
+                    msg = WSMessage(WSMsgType.CLOSE, close_code, close_message)
+                elif payload:
+                    raise WebSocketError(
+                        WSCloseCode.PROTOCOL_ERROR,
+                        f"Invalid close frame: {fin} {opcode} {payload!r}",
+                    )
+                else:
+                    msg = WSMessage(WSMsgType.CLOSE, 0, "")
+
+                self.queue.feed_data(msg, 0)
+
+            elif opcode == WSMsgType.PING:
+                self.queue.feed_data(
+                    WSMessage(WSMsgType.PING, payload, ""), len(payload)
+                )
+
+            elif opcode == WSMsgType.PONG:
+                self.queue.feed_data(
+                    WSMessage(WSMsgType.PONG, payload, ""), len(payload)
+                )
+
+            elif (
+                opcode not in (WSMsgType.TEXT, WSMsgType.BINARY)
+                and self._opcode is None
+            ):
+                raise WebSocketError(
+                    WSCloseCode.PROTOCOL_ERROR, f"Unexpected opcode={opcode!r}"
+                )
+            else:
+                # load text/binary
+                if not fin:
+                    # got partial frame payload
+                    if opcode != WSMsgType.CONTINUATION:
+                        self._opcode = opcode
+                    self._partial.extend(payload)
+                    if self._max_msg_size and len(self._partial) >= self._max_msg_size:
+                        raise WebSocketError(
+                            WSCloseCode.MESSAGE_TOO_BIG,
+                            "Message size {} exceeds limit {}".format(
+                                len(self._partial), self._max_msg_size
+                            ),
+                        )
+                else:
+                    # previous frame was non finished
+                    # we should get continuation opcode
+                    if self._partial:
+                        if opcode != WSMsgType.CONTINUATION:
+                            raise WebSocketError(
+                                WSCloseCode.PROTOCOL_ERROR,
+                                "The opcode in non-fin frame is expected "
+                                "to be zero, got {!r}".format(opcode),
+                            )
+
+                    if opcode == WSMsgType.CONTINUATION:
+                        assert self._opcode is not None
+                        opcode = self._opcode
+                        self._opcode = None
+
+                    self._partial.extend(payload)
+                    if self._max_msg_size and len(self._partial) >= self._max_msg_size:
+                        raise WebSocketError(
+                            WSCloseCode.MESSAGE_TOO_BIG,
+                            "Message size {} exceeds limit {}".format(
+                                len(self._partial), self._max_msg_size
+                            ),
+                        )
+
+                    # Decompress process must to be done after all packets
+                    # received.
+                    if compressed:
+                        self._partial.extend(_WS_DEFLATE_TRAILING)
+                        payload_merged = self._decompressobj.decompress(
+                            self._partial, self._max_msg_size
+                        )
+                        if self._decompressobj.unconsumed_tail:
+                            left = len(self._decompressobj.unconsumed_tail)
+                            raise WebSocketError(
+                                WSCloseCode.MESSAGE_TOO_BIG,
+                                "Decompressed message size {} exceeds limit {}".format(
+                                    self._max_msg_size + left, self._max_msg_size
+                                ),
+                            )
+                    else:
+                        payload_merged = bytes(self._partial)
+
+                    self._partial.clear()
+
+                    if opcode == WSMsgType.TEXT:
+                        try:
+                            text = payload_merged.decode("utf-8")
+                            self.queue.feed_data(
+                                WSMessage(WSMsgType.TEXT, text, ""), len(text)
+                            )
+                        except UnicodeDecodeError as exc:
+                            raise WebSocketError(
+                                WSCloseCode.INVALID_TEXT, "Invalid UTF-8 text message"
+                            ) from exc
+                    else:
+                        self.queue.feed_data(
+                            WSMessage(WSMsgType.BINARY, payload_merged, ""),
+                            len(payload_merged),
+                        )
+
+        return False, b""
+
+    def parse_frame(
+        self, buf: bytes
+    ) -> List[Tuple[bool, Optional[int], bytearray, Optional[bool]]]:
+        """Return the next frame from the socket."""
+        frames = []
+        if self._tail:
+            buf, self._tail = self._tail + buf, b""
+
+        start_pos = 0
+        buf_length = len(buf)
+
+        while True:
+            # read header
+            if self._state == WSParserState.READ_HEADER:
+                if buf_length - start_pos >= 2:
+                    data = buf[start_pos : start_pos + 2]
+                    start_pos += 2
+                    first_byte, second_byte = data
+
+                    fin = (first_byte >> 7) & 1
+                    rsv1 = (first_byte >> 6) & 1
+                    rsv2 = (first_byte >> 5) & 1
+                    rsv3 = (first_byte >> 4) & 1
+                    opcode = first_byte & 0xF
+
+                    # frame-fin = %x0 ; more frames of this message follow
+                    #           / %x1 ; final frame of this message
+                    # frame-rsv1 = %x0 ;
+                    #    1 bit, MUST be 0 unless negotiated otherwise
+                    # frame-rsv2 = %x0 ;
+                    #    1 bit, MUST be 0 unless negotiated otherwise
+                    # frame-rsv3 = %x0 ;
+                    #    1 bit, MUST be 0 unless negotiated otherwise
+                    #
+                    # Remove rsv1 from this test for deflate development
+                    if rsv2 or rsv3 or (rsv1 and not self._compress):
+                        raise WebSocketError(
+                            WSCloseCode.PROTOCOL_ERROR,
+                            "Received frame with non-zero reserved bits",
+                        )
+
+                    if opcode > 0x7 and fin == 0:
+                        raise WebSocketError(
+                            WSCloseCode.PROTOCOL_ERROR,
+                            "Received fragmented control frame",
+                        )
+
+                    has_mask = (second_byte >> 7) & 1
+                    length = second_byte & 0x7F
+
+                    # Control frames MUST have a payload
+                    # length of 125 bytes or less
+                    if opcode > 0x7 and length > 125:
+                        raise WebSocketError(
+                            WSCloseCode.PROTOCOL_ERROR,
+                            "Control frame payload cannot be " "larger than 125 bytes",
+                        )
+
+                    # Set compress status if last package is FIN
+                    # OR set compress status if this is first fragment
+                    # Raise error if not first fragment with rsv1 = 0x1
+                    if self._frame_fin or self._compressed is None:
+                        self._compressed = True if rsv1 else False
+                    elif rsv1:
+                        raise WebSocketError(
+                            WSCloseCode.PROTOCOL_ERROR,
+                            "Received frame with non-zero reserved bits",
+                        )
+
+                    self._frame_fin = bool(fin)
+                    self._frame_opcode = opcode
+                    self._has_mask = bool(has_mask)
+                    self._payload_length_flag = length
+                    self._state = WSParserState.READ_PAYLOAD_LENGTH
+                else:
+                    break
+
+            # read payload length
+            if self._state == WSParserState.READ_PAYLOAD_LENGTH:
+                length = self._payload_length_flag
+                if length == 126:
+                    if buf_length - start_pos >= 2:
+                        data = buf[start_pos : start_pos + 2]
+                        start_pos += 2
+                        length = UNPACK_LEN2(data)[0]
+                        self._payload_length = length
+                        self._state = (
+                            WSParserState.READ_PAYLOAD_MASK
+                            if self._has_mask
+                            else WSParserState.READ_PAYLOAD
+                        )
+                    else:
+                        break
+                elif length > 126:
+                    if buf_length - start_pos >= 8:
+                        data = buf[start_pos : start_pos + 8]
+                        start_pos += 8
+                        length = UNPACK_LEN3(data)[0]
+                        self._payload_length = length
+                        self._state = (
+                            WSParserState.READ_PAYLOAD_MASK
+                            if self._has_mask
+                            else WSParserState.READ_PAYLOAD
+                        )
+                    else:
+                        break
+                else:
+                    self._payload_length = length
+                    self._state = (
+                        WSParserState.READ_PAYLOAD_MASK
+                        if self._has_mask
+                        else WSParserState.READ_PAYLOAD
+                    )
+
+            # read payload mask
+            if self._state == WSParserState.READ_PAYLOAD_MASK:
+                if buf_length - start_pos >= 4:
+                    self._frame_mask = buf[start_pos : start_pos + 4]
+                    start_pos += 4
+                    self._state = WSParserState.READ_PAYLOAD
+                else:
+                    break
+
+            if self._state == WSParserState.READ_PAYLOAD:
+                length = self._payload_length
+                payload = self._frame_payload
+
+                chunk_len = buf_length - start_pos
+                if length >= chunk_len:
+                    self._payload_length = length - chunk_len
+                    payload.extend(buf[start_pos:])
+                    start_pos = buf_length
+                else:
+                    self._payload_length = 0
+                    payload.extend(buf[start_pos : start_pos + length])
+                    start_pos = start_pos + length
+
+                if self._payload_length == 0:
+                    if self._has_mask:
+                        assert self._frame_mask is not None
+                        _websocket_mask(self._frame_mask, payload)
+
+                    frames.append(
+                        (self._frame_fin, self._frame_opcode, payload, self._compressed)
+                    )
+
+                    self._frame_payload = bytearray()
+                    self._state = WSParserState.READ_HEADER
+                else:
+                    break
+
+        self._tail = buf[start_pos:]
+
+        return frames
+
+
+class WebSocketWriter:
+    def __init__(
+        self,
+        protocol: BaseProtocol,
+        transport: asyncio.Transport,
+        *,
+        use_mask: bool = False,
+        limit: int = DEFAULT_LIMIT,
+        random: Any = random.Random(),
+        compress: int = 0,
+        notakeover: bool = False,
+    ) -> None:
+        self.protocol = protocol
+        self.transport = transport
+        self.use_mask = use_mask
+        self.randrange = random.randrange
+        self.compress = compress
+        self.notakeover = notakeover
+        self._closing = False
+        self._limit = limit
+        self._output_size = 0
+        self._compressobj: Any = None  # actually compressobj
+
+    async def _send_frame(
+        self, message: bytes, opcode: int, compress: Optional[int] = None
+    ) -> None:
+        """Send a frame over the websocket with message as its payload."""
+        if self._closing and not (opcode & WSMsgType.CLOSE):
+            raise ConnectionResetError("Cannot write to closing transport")
+
+        rsv = 0
+
+        # Only compress larger packets (disabled)
+        # Does small packet needs to be compressed?
+        # if self.compress and opcode < 8 and len(message) > 124:
+        if (compress or self.compress) and opcode < 8:
+            if compress:
+                # Do not set self._compress if compressing is for this frame
+                compressobj = zlib.compressobj(level=zlib.Z_BEST_SPEED, wbits=-compress)
+            else:  # self.compress
+                if not self._compressobj:
+                    self._compressobj = zlib.compressobj(
+                        level=zlib.Z_BEST_SPEED, wbits=-self.compress
+                    )
+                compressobj = self._compressobj
+
+            message = compressobj.compress(message)
+            message = message + compressobj.flush(
+                zlib.Z_FULL_FLUSH if self.notakeover else zlib.Z_SYNC_FLUSH
+            )
+            if message.endswith(_WS_DEFLATE_TRAILING):
+                message = message[:-4]
+            rsv = rsv | 0x40
+
+        msg_length = len(message)
+
+        use_mask = self.use_mask
+        if use_mask:
+            mask_bit = 0x80
+        else:
+            mask_bit = 0
+
+        if msg_length < 126:
+            header = PACK_LEN1(0x80 | rsv | opcode, msg_length | mask_bit)
+        elif msg_length < (1 << 16):
+            header = PACK_LEN2(0x80 | rsv | opcode, 126 | mask_bit, msg_length)
+        else:
+            header = PACK_LEN3(0x80 | rsv | opcode, 127 | mask_bit, msg_length)
+        if use_mask:
+            mask = self.randrange(0, 0xFFFFFFFF)
+            mask = mask.to_bytes(4, "big")
+            message = bytearray(message)
+            _websocket_mask(mask, message)
+            self._write(header + mask + message)
+            self._output_size += len(header) + len(mask) + len(message)
+        else:
+            if len(message) > MSG_SIZE:
+                self._write(header)
+                self._write(message)
+            else:
+                self._write(header + message)
+
+            self._output_size += len(header) + len(message)
+
+        if self._output_size > self._limit:
+            self._output_size = 0
+            await self.protocol._drain_helper()
+
+    def _write(self, data: bytes) -> None:
+        if self.transport is None or self.transport.is_closing():
+            raise ConnectionResetError("Cannot write to closing transport")
+        self.transport.write(data)
+
+    async def pong(self, message: bytes = b"") -> None:
+        """Send pong message."""
+        if isinstance(message, str):
+            message = message.encode("utf-8")
+        await self._send_frame(message, WSMsgType.PONG)
+
+    async def ping(self, message: bytes = b"") -> None:
+        """Send ping message."""
+        if isinstance(message, str):
+            message = message.encode("utf-8")
+        await self._send_frame(message, WSMsgType.PING)
+
+    async def send(
+        self,
+        message: Union[str, bytes],
+        binary: bool = False,
+        compress: Optional[int] = None,
+    ) -> None:
+        """Send a frame over the websocket with message as its payload."""
+        if isinstance(message, str):
+            message = message.encode("utf-8")
+        if binary:
+            await self._send_frame(message, WSMsgType.BINARY, compress)
+        else:
+            await self._send_frame(message, WSMsgType.TEXT, compress)
+
+    async def close(self, code: int = 1000, message: bytes = b"") -> None:
+        """Close the websocket, sending the specified code and message."""
+        if isinstance(message, str):
+            message = message.encode("utf-8")
+        try:
+            await self._send_frame(
+                PACK_CLOSE_CODE(code) + message, opcode=WSMsgType.CLOSE
+            )
+        finally:
+            self._closing = True
diff --git a/venv/lib/python3.8/site-packages/aiohttp/http_writer.py b/venv/lib/python3.8/site-packages/aiohttp/http_writer.py
new file mode 100644
index 0000000..db3d6a0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/http_writer.py
@@ -0,0 +1,200 @@
+"""Http related parsers and protocol."""
+
+import asyncio
+import zlib
+from typing import Any, Awaitable, Callable, NamedTuple, Optional, Union  # noqa
+
+from multidict import CIMultiDict
+
+from .abc import AbstractStreamWriter
+from .base_protocol import BaseProtocol
+from .helpers import NO_EXTENSIONS
+
+__all__ = ("StreamWriter", "HttpVersion", "HttpVersion10", "HttpVersion11")
+
+
+class HttpVersion(NamedTuple):
+    major: int
+    minor: int
+
+
+HttpVersion10 = HttpVersion(1, 0)
+HttpVersion11 = HttpVersion(1, 1)
+
+
+_T_OnChunkSent = Optional[Callable[[bytes], Awaitable[None]]]
+_T_OnHeadersSent = Optional[Callable[["CIMultiDict[str]"], Awaitable[None]]]
+
+
+class StreamWriter(AbstractStreamWriter):
+    def __init__(
+        self,
+        protocol: BaseProtocol,
+        loop: asyncio.AbstractEventLoop,
+        on_chunk_sent: _T_OnChunkSent = None,
+        on_headers_sent: _T_OnHeadersSent = None,
+    ) -> None:
+        self._protocol = protocol
+        self._transport = protocol.transport
+
+        self.loop = loop
+        self.length = None
+        self.chunked = False
+        self.buffer_size = 0
+        self.output_size = 0
+
+        self._eof = False
+        self._compress: Any = None
+        self._drain_waiter = None
+
+        self._on_chunk_sent: _T_OnChunkSent = on_chunk_sent
+        self._on_headers_sent: _T_OnHeadersSent = on_headers_sent
+
+    @property
+    def transport(self) -> Optional[asyncio.Transport]:
+        return self._transport
+
+    @property
+    def protocol(self) -> BaseProtocol:
+        return self._protocol
+
+    def enable_chunking(self) -> None:
+        self.chunked = True
+
+    def enable_compression(
+        self, encoding: str = "deflate", strategy: int = zlib.Z_DEFAULT_STRATEGY
+    ) -> None:
+        zlib_mode = 16 + zlib.MAX_WBITS if encoding == "gzip" else zlib.MAX_WBITS
+        self._compress = zlib.compressobj(wbits=zlib_mode, strategy=strategy)
+
+    def _write(self, chunk: bytes) -> None:
+        size = len(chunk)
+        self.buffer_size += size
+        self.output_size += size
+
+        if self._transport is None or self._transport.is_closing():
+            raise ConnectionResetError("Cannot write to closing transport")
+        self._transport.write(chunk)
+
+    async def write(
+        self, chunk: bytes, *, drain: bool = True, LIMIT: int = 0x10000
+    ) -> None:
+        """Writes chunk of data to a stream.
+
+        write_eof() indicates end of stream.
+        writer can't be used after write_eof() method being called.
+        write() return drain future.
+        """
+        if self._on_chunk_sent is not None:
+            await self._on_chunk_sent(chunk)
+
+        if isinstance(chunk, memoryview):
+            if chunk.nbytes != len(chunk):
+                # just reshape it
+                chunk = chunk.cast("c")
+
+        if self._compress is not None:
+            chunk = self._compress.compress(chunk)
+            if not chunk:
+                return
+
+        if self.length is not None:
+            chunk_len = len(chunk)
+            if self.length >= chunk_len:
+                self.length = self.length - chunk_len
+            else:
+                chunk = chunk[: self.length]
+                self.length = 0
+                if not chunk:
+                    return
+
+        if chunk:
+            if self.chunked:
+                chunk_len_pre = ("%x\r\n" % len(chunk)).encode("ascii")
+                chunk = chunk_len_pre + chunk + b"\r\n"
+
+            self._write(chunk)
+
+            if self.buffer_size > LIMIT and drain:
+                self.buffer_size = 0
+                await self.drain()
+
+    async def write_headers(
+        self, status_line: str, headers: "CIMultiDict[str]"
+    ) -> None:
+        """Write request/response status and headers."""
+        if self._on_headers_sent is not None:
+            await self._on_headers_sent(headers)
+
+        # status + headers
+        buf = _serialize_headers(status_line, headers)
+        self._write(buf)
+
+    async def write_eof(self, chunk: bytes = b"") -> None:
+        if self._eof:
+            return
+
+        if chunk and self._on_chunk_sent is not None:
+            await self._on_chunk_sent(chunk)
+
+        if self._compress:
+            if chunk:
+                chunk = self._compress.compress(chunk)
+
+            chunk = chunk + self._compress.flush()
+            if chunk and self.chunked:
+                chunk_len = ("%x\r\n" % len(chunk)).encode("ascii")
+                chunk = chunk_len + chunk + b"\r\n0\r\n\r\n"
+        else:
+            if self.chunked:
+                if chunk:
+                    chunk_len = ("%x\r\n" % len(chunk)).encode("ascii")
+                    chunk = chunk_len + chunk + b"\r\n0\r\n\r\n"
+                else:
+                    chunk = b"0\r\n\r\n"
+
+        if chunk:
+            self._write(chunk)
+
+        await self.drain()
+
+        self._eof = True
+        self._transport = None
+
+    async def drain(self) -> None:
+        """Flush the write buffer.
+
+        The intended use is to write
+
+          await w.write(data)
+          await w.drain()
+        """
+        if self._protocol.transport is not None:
+            await self._protocol._drain_helper()
+
+
+def _safe_header(string: str) -> str:
+    if "\r" in string or "\n" in string:
+        raise ValueError(
+            "Newline or carriage return detected in headers. "
+            "Potential header injection attack."
+        )
+    return string
+
+
+def _py_serialize_headers(status_line: str, headers: "CIMultiDict[str]") -> bytes:
+    headers_gen = (_safe_header(k) + ": " + _safe_header(v) for k, v in headers.items())
+    line = status_line + "\r\n" + "\r\n".join(headers_gen) + "\r\n\r\n"
+    return line.encode("utf-8")
+
+
+_serialize_headers = _py_serialize_headers
+
+try:
+    import aiohttp._http_writer as _http_writer  # type: ignore[import]
+
+    _c_serialize_headers = _http_writer._serialize_headers
+    if not NO_EXTENSIONS:
+        _serialize_headers = _c_serialize_headers
+except ImportError:
+    pass
diff --git a/venv/lib/python3.8/site-packages/aiohttp/locks.py b/venv/lib/python3.8/site-packages/aiohttp/locks.py
new file mode 100644
index 0000000..de2dc83
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/locks.py
@@ -0,0 +1,41 @@
+import asyncio
+import collections
+from typing import Any, Deque, Optional
+
+
+class EventResultOrError:
+    """Event asyncio lock helper class.
+
+    Wraps the Event asyncio lock allowing either to awake the
+    locked Tasks without any error or raising an exception.
+
+    thanks to @vorpalsmith for the simple design.
+    """
+
+    def __init__(self, loop: asyncio.AbstractEventLoop) -> None:
+        self._loop = loop
+        self._exc: Optional[BaseException] = None
+        self._event = asyncio.Event()
+        self._waiters: Deque[asyncio.Future[Any]] = collections.deque()
+
+    def set(self, exc: Optional[BaseException] = None) -> None:
+        self._exc = exc
+        self._event.set()
+
+    async def wait(self) -> Any:
+        waiter = self._loop.create_task(self._event.wait())
+        self._waiters.append(waiter)
+        try:
+            val = await waiter
+        finally:
+            self._waiters.remove(waiter)
+
+        if self._exc is not None:
+            raise self._exc
+
+        return val
+
+    def cancel(self) -> None:
+        """Cancel all waiters"""
+        for waiter in self._waiters:
+            waiter.cancel()
diff --git a/venv/lib/python3.8/site-packages/aiohttp/log.py b/venv/lib/python3.8/site-packages/aiohttp/log.py
new file mode 120000
index 0000000..87eb248
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/log.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/05/b3/4a/c7d7b754c226d31623648d087010684bbc2375e21e49a88913bfaa2b68
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiohttp/multipart.py b/venv/lib/python3.8/site-packages/aiohttp/multipart.py
new file mode 100644
index 0000000..73801f4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/multipart.py
@@ -0,0 +1,961 @@
+import base64
+import binascii
+import json
+import re
+import uuid
+import warnings
+import zlib
+from collections import deque
+from types import TracebackType
+from typing import (
+    TYPE_CHECKING,
+    Any,
+    AsyncIterator,
+    Deque,
+    Dict,
+    Iterator,
+    List,
+    Mapping,
+    Optional,
+    Sequence,
+    Tuple,
+    Type,
+    Union,
+    cast,
+)
+from urllib.parse import parse_qsl, unquote, urlencode
+
+from multidict import CIMultiDict, CIMultiDictProxy, MultiMapping
+
+from .hdrs import (
+    CONTENT_DISPOSITION,
+    CONTENT_ENCODING,
+    CONTENT_LENGTH,
+    CONTENT_TRANSFER_ENCODING,
+    CONTENT_TYPE,
+)
+from .helpers import CHAR, TOKEN, parse_mimetype, reify
+from .http import HeadersParser
+from .payload import (
+    JsonPayload,
+    LookupError,
+    Order,
+    Payload,
+    StringPayload,
+    get_payload,
+    payload_type,
+)
+from .streams import StreamReader
+
+__all__ = (
+    "MultipartReader",
+    "MultipartWriter",
+    "BodyPartReader",
+    "BadContentDispositionHeader",
+    "BadContentDispositionParam",
+    "parse_content_disposition",
+    "content_disposition_filename",
+)
+
+
+if TYPE_CHECKING:  # pragma: no cover
+    from .client_reqrep import ClientResponse
+
+
+class BadContentDispositionHeader(RuntimeWarning):
+    pass
+
+
+class BadContentDispositionParam(RuntimeWarning):
+    pass
+
+
+def parse_content_disposition(
+    header: Optional[str],
+) -> Tuple[Optional[str], Dict[str, str]]:
+    def is_token(string: str) -> bool:
+        return bool(string) and TOKEN >= set(string)
+
+    def is_quoted(string: str) -> bool:
+        return string[0] == string[-1] == '"'
+
+    def is_rfc5987(string: str) -> bool:
+        return is_token(string) and string.count("'") == 2
+
+    def is_extended_param(string: str) -> bool:
+        return string.endswith("*")
+
+    def is_continuous_param(string: str) -> bool:
+        pos = string.find("*") + 1
+        if not pos:
+            return False
+        substring = string[pos:-1] if string.endswith("*") else string[pos:]
+        return substring.isdigit()
+
+    def unescape(text: str, *, chars: str = "".join(map(re.escape, CHAR))) -> str:
+        return re.sub(f"\\\\([{chars}])", "\\1", text)
+
+    if not header:
+        return None, {}
+
+    disptype, *parts = header.split(";")
+    if not is_token(disptype):
+        warnings.warn(BadContentDispositionHeader(header))
+        return None, {}
+
+    params: Dict[str, str] = {}
+    while parts:
+        item = parts.pop(0)
+
+        if "=" not in item:
+            warnings.warn(BadContentDispositionHeader(header))
+            return None, {}
+
+        key, value = item.split("=", 1)
+        key = key.lower().strip()
+        value = value.lstrip()
+
+        if key in params:
+            warnings.warn(BadContentDispositionHeader(header))
+            return None, {}
+
+        if not is_token(key):
+            warnings.warn(BadContentDispositionParam(item))
+            continue
+
+        elif is_continuous_param(key):
+            if is_quoted(value):
+                value = unescape(value[1:-1])
+            elif not is_token(value):
+                warnings.warn(BadContentDispositionParam(item))
+                continue
+
+        elif is_extended_param(key):
+            if is_rfc5987(value):
+                encoding, _, value = value.split("'", 2)
+                encoding = encoding or "utf-8"
+            else:
+                warnings.warn(BadContentDispositionParam(item))
+                continue
+
+            try:
+                value = unquote(value, encoding, "strict")
+            except UnicodeDecodeError:  # pragma: nocover
+                warnings.warn(BadContentDispositionParam(item))
+                continue
+
+        else:
+            failed = True
+            if is_quoted(value):
+                failed = False
+                value = unescape(value[1:-1].lstrip("\\/"))
+            elif is_token(value):
+                failed = False
+            elif parts:
+                # maybe just ; in filename, in any case this is just
+                # one case fix, for proper fix we need to redesign parser
+                _value = f"{value};{parts[0]}"
+                if is_quoted(_value):
+                    parts.pop(0)
+                    value = unescape(_value[1:-1].lstrip("\\/"))
+                    failed = False
+
+            if failed:
+                warnings.warn(BadContentDispositionHeader(header))
+                return None, {}
+
+        params[key] = value
+
+    return disptype.lower(), params
+
+
+def content_disposition_filename(
+    params: Mapping[str, str], name: str = "filename"
+) -> Optional[str]:
+    name_suf = "%s*" % name
+    if not params:
+        return None
+    elif name_suf in params:
+        return params[name_suf]
+    elif name in params:
+        return params[name]
+    else:
+        parts = []
+        fnparams = sorted(
+            (key, value) for key, value in params.items() if key.startswith(name_suf)
+        )
+        for num, (key, value) in enumerate(fnparams):
+            _, tail = key.split("*", 1)
+            if tail.endswith("*"):
+                tail = tail[:-1]
+            if tail == str(num):
+                parts.append(value)
+            else:
+                break
+        if not parts:
+            return None
+        value = "".join(parts)
+        if "'" in value:
+            encoding, _, value = value.split("'", 2)
+            encoding = encoding or "utf-8"
+            return unquote(value, encoding, "strict")
+        return value
+
+
+class MultipartResponseWrapper:
+    """Wrapper around the MultipartReader.
+
+    It takes care about
+    underlying connection and close it when it needs in.
+    """
+
+    def __init__(
+        self,
+        resp: "ClientResponse",
+        stream: "MultipartReader",
+    ) -> None:
+        self.resp = resp
+        self.stream = stream
+
+    def __aiter__(self) -> "MultipartResponseWrapper":
+        return self
+
+    async def __anext__(
+        self,
+    ) -> Union["MultipartReader", "BodyPartReader"]:
+        part = await self.next()
+        if part is None:
+            raise StopAsyncIteration
+        return part
+
+    def at_eof(self) -> bool:
+        """Returns True when all response data had been read."""
+        return self.resp.content.at_eof()
+
+    async def next(
+        self,
+    ) -> Optional[Union["MultipartReader", "BodyPartReader"]]:
+        """Emits next multipart reader object."""
+        item = await self.stream.next()
+        if self.stream.at_eof():
+            await self.release()
+        return item
+
+    async def release(self) -> None:
+        """Release the connection gracefully.
+
+        All remaining content is read to the void.
+        """
+        await self.resp.release()
+
+
+class BodyPartReader:
+    """Multipart reader for single body part."""
+
+    chunk_size = 8192
+
+    def __init__(
+        self, boundary: bytes, headers: "CIMultiDictProxy[str]", content: StreamReader
+    ) -> None:
+        self.headers = headers
+        self._boundary = boundary
+        self._content = content
+        self._at_eof = False
+        length = self.headers.get(CONTENT_LENGTH, None)
+        self._length = int(length) if length is not None else None
+        self._read_bytes = 0
+        # TODO: typeing.Deque is not supported by Python 3.5
+        self._unread: Deque[bytes] = deque()
+        self._prev_chunk: Optional[bytes] = None
+        self._content_eof = 0
+        self._cache: Dict[str, Any] = {}
+
+    def __aiter__(self) -> AsyncIterator["BodyPartReader"]:
+        return self  # type: ignore[return-value]
+
+    async def __anext__(self) -> bytes:
+        part = await self.next()
+        if part is None:
+            raise StopAsyncIteration
+        return part
+
+    async def next(self) -> Optional[bytes]:
+        item = await self.read()
+        if not item:
+            return None
+        return item
+
+    async def read(self, *, decode: bool = False) -> bytes:
+        """Reads body part data.
+
+        decode: Decodes data following by encoding
+                method from Content-Encoding header. If it missed
+                data remains untouched
+        """
+        if self._at_eof:
+            return b""
+        data = bytearray()
+        while not self._at_eof:
+            data.extend(await self.read_chunk(self.chunk_size))
+        if decode:
+            return self.decode(data)
+        return data
+
+    async def read_chunk(self, size: int = chunk_size) -> bytes:
+        """Reads body part content chunk of the specified size.
+
+        size: chunk size
+        """
+        if self._at_eof:
+            return b""
+        if self._length:
+            chunk = await self._read_chunk_from_length(size)
+        else:
+            chunk = await self._read_chunk_from_stream(size)
+
+        self._read_bytes += len(chunk)
+        if self._read_bytes == self._length:
+            self._at_eof = True
+        if self._at_eof:
+            clrf = await self._content.readline()
+            assert (
+                b"\r\n" == clrf
+            ), "reader did not read all the data or it is malformed"
+        return chunk
+
+    async def _read_chunk_from_length(self, size: int) -> bytes:
+        # Reads body part content chunk of the specified size.
+        # The body part must has Content-Length header with proper value.
+        assert self._length is not None, "Content-Length required for chunked read"
+        chunk_size = min(size, self._length - self._read_bytes)
+        chunk = await self._content.read(chunk_size)
+        return chunk
+
+    async def _read_chunk_from_stream(self, size: int) -> bytes:
+        # Reads content chunk of body part with unknown length.
+        # The Content-Length header for body part is not necessary.
+        assert (
+            size >= len(self._boundary) + 2
+        ), "Chunk size must be greater or equal than boundary length + 2"
+        first_chunk = self._prev_chunk is None
+        if first_chunk:
+            self._prev_chunk = await self._content.read(size)
+
+        chunk = await self._content.read(size)
+        self._content_eof += int(self._content.at_eof())
+        assert self._content_eof < 3, "Reading after EOF"
+        assert self._prev_chunk is not None
+        window = self._prev_chunk + chunk
+        sub = b"\r\n" + self._boundary
+        if first_chunk:
+            idx = window.find(sub)
+        else:
+            idx = window.find(sub, max(0, len(self._prev_chunk) - len(sub)))
+        if idx >= 0:
+            # pushing boundary back to content
+            with warnings.catch_warnings():
+                warnings.filterwarnings("ignore", category=DeprecationWarning)
+                self._content.unread_data(window[idx:])
+            if size > idx:
+                self._prev_chunk = self._prev_chunk[:idx]
+            chunk = window[len(self._prev_chunk) : idx]
+            if not chunk:
+                self._at_eof = True
+        result = self._prev_chunk
+        self._prev_chunk = chunk
+        return result
+
+    async def readline(self) -> bytes:
+        """Reads body part by line by line."""
+        if self._at_eof:
+            return b""
+
+        if self._unread:
+            line = self._unread.popleft()
+        else:
+            line = await self._content.readline()
+
+        if line.startswith(self._boundary):
+            # the very last boundary may not come with \r\n,
+            # so set single rules for everyone
+            sline = line.rstrip(b"\r\n")
+            boundary = self._boundary
+            last_boundary = self._boundary + b"--"
+            # ensure that we read exactly the boundary, not something alike
+            if sline == boundary or sline == last_boundary:
+                self._at_eof = True
+                self._unread.append(line)
+                return b""
+        else:
+            next_line = await self._content.readline()
+            if next_line.startswith(self._boundary):
+                line = line[:-2]  # strip CRLF but only once
+            self._unread.append(next_line)
+
+        return line
+
+    async def release(self) -> None:
+        """Like read(), but reads all the data to the void."""
+        if self._at_eof:
+            return
+        while not self._at_eof:
+            await self.read_chunk(self.chunk_size)
+
+    async def text(self, *, encoding: Optional[str] = None) -> str:
+        """Like read(), but assumes that body part contains text data."""
+        data = await self.read(decode=True)
+        # see https://www.w3.org/TR/html5/forms.html#multipart/form-data-encoding-algorithm # NOQA
+        # and https://dvcs.w3.org/hg/xhr/raw-file/tip/Overview.html#dom-xmlhttprequest-send # NOQA
+        encoding = encoding or self.get_charset(default="utf-8")
+        return data.decode(encoding)
+
+    async def json(self, *, encoding: Optional[str] = None) -> Optional[Dict[str, Any]]:
+        """Like read(), but assumes that body parts contains JSON data."""
+        data = await self.read(decode=True)
+        if not data:
+            return None
+        encoding = encoding or self.get_charset(default="utf-8")
+        return cast(Dict[str, Any], json.loads(data.decode(encoding)))
+
+    async def form(self, *, encoding: Optional[str] = None) -> List[Tuple[str, str]]:
+        """Like read(), but assumes that body parts contain form urlencoded data."""
+        data = await self.read(decode=True)
+        if not data:
+            return []
+        if encoding is not None:
+            real_encoding = encoding
+        else:
+            real_encoding = self.get_charset(default="utf-8")
+        return parse_qsl(
+            data.rstrip().decode(real_encoding),
+            keep_blank_values=True,
+            encoding=real_encoding,
+        )
+
+    def at_eof(self) -> bool:
+        """Returns True if the boundary was reached or False otherwise."""
+        return self._at_eof
+
+    def decode(self, data: bytes) -> bytes:
+        """Decodes data.
+
+        Decoding is done according the specified Content-Encoding
+        or Content-Transfer-Encoding headers value.
+        """
+        if CONTENT_TRANSFER_ENCODING in self.headers:
+            data = self._decode_content_transfer(data)
+        if CONTENT_ENCODING in self.headers:
+            return self._decode_content(data)
+        return data
+
+    def _decode_content(self, data: bytes) -> bytes:
+        encoding = self.headers.get(CONTENT_ENCODING, "").lower()
+
+        if encoding == "deflate":
+            return zlib.decompress(data, -zlib.MAX_WBITS)
+        elif encoding == "gzip":
+            return zlib.decompress(data, 16 + zlib.MAX_WBITS)
+        elif encoding == "identity":
+            return data
+        else:
+            raise RuntimeError(f"unknown content encoding: {encoding}")
+
+    def _decode_content_transfer(self, data: bytes) -> bytes:
+        encoding = self.headers.get(CONTENT_TRANSFER_ENCODING, "").lower()
+
+        if encoding == "base64":
+            return base64.b64decode(data)
+        elif encoding == "quoted-printable":
+            return binascii.a2b_qp(data)
+        elif encoding in ("binary", "8bit", "7bit"):
+            return data
+        else:
+            raise RuntimeError(
+                "unknown content transfer encoding: {}" "".format(encoding)
+            )
+
+    def get_charset(self, default: str) -> str:
+        """Returns charset parameter from Content-Type header or default."""
+        ctype = self.headers.get(CONTENT_TYPE, "")
+        mimetype = parse_mimetype(ctype)
+        return mimetype.parameters.get("charset", default)
+
+    @reify
+    def name(self) -> Optional[str]:
+        """Returns name specified in Content-Disposition header.
+
+        If the header is missing or malformed, returns None.
+        """
+        _, params = parse_content_disposition(self.headers.get(CONTENT_DISPOSITION))
+        return content_disposition_filename(params, "name")
+
+    @reify
+    def filename(self) -> Optional[str]:
+        """Returns filename specified in Content-Disposition header.
+
+        Returns None if the header is missing or malformed.
+        """
+        _, params = parse_content_disposition(self.headers.get(CONTENT_DISPOSITION))
+        return content_disposition_filename(params, "filename")
+
+
+@payload_type(BodyPartReader, order=Order.try_first)
+class BodyPartReaderPayload(Payload):
+    def __init__(self, value: BodyPartReader, *args: Any, **kwargs: Any) -> None:
+        super().__init__(value, *args, **kwargs)
+
+        params: Dict[str, str] = {}
+        if value.name is not None:
+            params["name"] = value.name
+        if value.filename is not None:
+            params["filename"] = value.filename
+
+        if params:
+            self.set_content_disposition("attachment", True, **params)
+
+    async def write(self, writer: Any) -> None:
+        field = self._value
+        chunk = await field.read_chunk(size=2**16)
+        while chunk:
+            await writer.write(field.decode(chunk))
+            chunk = await field.read_chunk(size=2**16)
+
+
+class MultipartReader:
+    """Multipart body reader."""
+
+    #: Response wrapper, used when multipart readers constructs from response.
+    response_wrapper_cls = MultipartResponseWrapper
+    #: Multipart reader class, used to handle multipart/* body parts.
+    #: None points to type(self)
+    multipart_reader_cls = None
+    #: Body part reader class for non multipart/* content types.
+    part_reader_cls = BodyPartReader
+
+    def __init__(self, headers: Mapping[str, str], content: StreamReader) -> None:
+        self.headers = headers
+        self._boundary = ("--" + self._get_boundary()).encode()
+        self._content = content
+        self._last_part: Optional[Union["MultipartReader", BodyPartReader]] = None
+        self._at_eof = False
+        self._at_bof = True
+        self._unread: List[bytes] = []
+
+    def __aiter__(
+        self,
+    ) -> AsyncIterator["BodyPartReader"]:
+        return self  # type: ignore[return-value]
+
+    async def __anext__(
+        self,
+    ) -> Optional[Union["MultipartReader", BodyPartReader]]:
+        part = await self.next()
+        if part is None:
+            raise StopAsyncIteration
+        return part
+
+    @classmethod
+    def from_response(
+        cls,
+        response: "ClientResponse",
+    ) -> MultipartResponseWrapper:
+        """Constructs reader instance from HTTP response.
+
+        :param response: :class:`~aiohttp.client.ClientResponse` instance
+        """
+        obj = cls.response_wrapper_cls(
+            response, cls(response.headers, response.content)
+        )
+        return obj
+
+    def at_eof(self) -> bool:
+        """Returns True if the final boundary was reached, false otherwise."""
+        return self._at_eof
+
+    async def next(
+        self,
+    ) -> Optional[Union["MultipartReader", BodyPartReader]]:
+        """Emits the next multipart body part."""
+        # So, if we're at BOF, we need to skip till the boundary.
+        if self._at_eof:
+            return None
+        await self._maybe_release_last_part()
+        if self._at_bof:
+            await self._read_until_first_boundary()
+            self._at_bof = False
+        else:
+            await self._read_boundary()
+        if self._at_eof:  # we just read the last boundary, nothing to do there
+            return None
+        self._last_part = await self.fetch_next_part()
+        return self._last_part
+
+    async def release(self) -> None:
+        """Reads all the body parts to the void till the final boundary."""
+        while not self._at_eof:
+            item = await self.next()
+            if item is None:
+                break
+            await item.release()
+
+    async def fetch_next_part(
+        self,
+    ) -> Union["MultipartReader", BodyPartReader]:
+        """Returns the next body part reader."""
+        headers = await self._read_headers()
+        return self._get_part_reader(headers)
+
+    def _get_part_reader(
+        self,
+        headers: "CIMultiDictProxy[str]",
+    ) -> Union["MultipartReader", BodyPartReader]:
+        """Dispatches the response by the `Content-Type` header.
+
+        Returns a suitable reader instance.
+
+        :param dict headers: Response headers
+        """
+        ctype = headers.get(CONTENT_TYPE, "")
+        mimetype = parse_mimetype(ctype)
+
+        if mimetype.type == "multipart":
+            if self.multipart_reader_cls is None:
+                return type(self)(headers, self._content)
+            return self.multipart_reader_cls(headers, self._content)
+        else:
+            return self.part_reader_cls(self._boundary, headers, self._content)
+
+    def _get_boundary(self) -> str:
+        mimetype = parse_mimetype(self.headers[CONTENT_TYPE])
+
+        assert mimetype.type == "multipart", "multipart/* content type expected"
+
+        if "boundary" not in mimetype.parameters:
+            raise ValueError(
+                "boundary missed for Content-Type: %s" % self.headers[CONTENT_TYPE]
+            )
+
+        boundary = mimetype.parameters["boundary"]
+        if len(boundary) > 70:
+            raise ValueError("boundary %r is too long (70 chars max)" % boundary)
+
+        return boundary
+
+    async def _readline(self) -> bytes:
+        if self._unread:
+            return self._unread.pop()
+        return await self._content.readline()
+
+    async def _read_until_first_boundary(self) -> None:
+        while True:
+            chunk = await self._readline()
+            if chunk == b"":
+                raise ValueError(
+                    "Could not find starting boundary %r" % (self._boundary)
+                )
+            chunk = chunk.rstrip()
+            if chunk == self._boundary:
+                return
+            elif chunk == self._boundary + b"--":
+                self._at_eof = True
+                return
+
+    async def _read_boundary(self) -> None:
+        chunk = (await self._readline()).rstrip()
+        if chunk == self._boundary:
+            pass
+        elif chunk == self._boundary + b"--":
+            self._at_eof = True
+            epilogue = await self._readline()
+            next_line = await self._readline()
+
+            # the epilogue is expected and then either the end of input or the
+            # parent multipart boundary, if the parent boundary is found then
+            # it should be marked as unread and handed to the parent for
+            # processing
+            if next_line[:2] == b"--":
+                self._unread.append(next_line)
+            # otherwise the request is likely missing an epilogue and both
+            # lines should be passed to the parent for processing
+            # (this handles the old behavior gracefully)
+            else:
+                self._unread.extend([next_line, epilogue])
+        else:
+            raise ValueError(f"Invalid boundary {chunk!r}, expected {self._boundary!r}")
+
+    async def _read_headers(self) -> "CIMultiDictProxy[str]":
+        lines = [b""]
+        while True:
+            chunk = await self._content.readline()
+            chunk = chunk.strip()
+            lines.append(chunk)
+            if not chunk:
+                break
+        parser = HeadersParser()
+        headers, raw_headers = parser.parse_headers(lines)
+        return headers
+
+    async def _maybe_release_last_part(self) -> None:
+        """Ensures that the last read body part is read completely."""
+        if self._last_part is not None:
+            if not self._last_part.at_eof():
+                await self._last_part.release()
+            self._unread.extend(self._last_part._unread)
+            self._last_part = None
+
+
+_Part = Tuple[Payload, str, str]
+
+
+class MultipartWriter(Payload):
+    """Multipart body writer."""
+
+    def __init__(self, subtype: str = "mixed", boundary: Optional[str] = None) -> None:
+        boundary = boundary if boundary is not None else uuid.uuid4().hex
+        # The underlying Payload API demands a str (utf-8), not bytes,
+        # so we need to ensure we don't lose anything during conversion.
+        # As a result, require the boundary to be ASCII only.
+        # In both situations.
+
+        try:
+            self._boundary = boundary.encode("ascii")
+        except UnicodeEncodeError:
+            raise ValueError("boundary should contain ASCII only chars") from None
+        ctype = f"multipart/{subtype}; boundary={self._boundary_value}"
+
+        super().__init__(None, content_type=ctype)
+
+        self._parts: List[_Part] = []
+
+    def __enter__(self) -> "MultipartWriter":
+        return self
+
+    def __exit__(
+        self,
+        exc_type: Optional[Type[BaseException]],
+        exc_val: Optional[BaseException],
+        exc_tb: Optional[TracebackType],
+    ) -> None:
+        pass
+
+    def __iter__(self) -> Iterator[_Part]:
+        return iter(self._parts)
+
+    def __len__(self) -> int:
+        return len(self._parts)
+
+    def __bool__(self) -> bool:
+        return True
+
+    _valid_tchar_regex = re.compile(rb"\A[!#$%&'*+\-.^_`|~\w]+\Z")
+    _invalid_qdtext_char_regex = re.compile(rb"[\x00-\x08\x0A-\x1F\x7F]")
+
+    @property
+    def _boundary_value(self) -> str:
+        """Wrap boundary parameter value in quotes, if necessary.
+
+        Reads self.boundary and returns a unicode sting.
+        """
+        # Refer to RFCs 7231, 7230, 5234.
+        #
+        # parameter      = token "=" ( token / quoted-string )
+        # token          = 1*tchar
+        # quoted-string  = DQUOTE *( qdtext / quoted-pair ) DQUOTE
+        # qdtext         = HTAB / SP / %x21 / %x23-5B / %x5D-7E / obs-text
+        # obs-text       = %x80-FF
+        # quoted-pair    = "\" ( HTAB / SP / VCHAR / obs-text )
+        # tchar          = "!" / "#" / "$" / "%" / "&" / "'" / "*"
+        #                  / "+" / "-" / "." / "^" / "_" / "`" / "|" / "~"
+        #                  / DIGIT / ALPHA
+        #                  ; any VCHAR, except delimiters
+        # VCHAR           = %x21-7E
+        value = self._boundary
+        if re.match(self._valid_tchar_regex, value):
+            return value.decode("ascii")  # cannot fail
+
+        if re.search(self._invalid_qdtext_char_regex, value):
+            raise ValueError("boundary value contains invalid characters")
+
+        # escape %x5C and %x22
+        quoted_value_content = value.replace(b"\\", b"\\\\")
+        quoted_value_content = quoted_value_content.replace(b'"', b'\\"')
+
+        return '"' + quoted_value_content.decode("ascii") + '"'
+
+    @property
+    def boundary(self) -> str:
+        return self._boundary.decode("ascii")
+
+    def append(self, obj: Any, headers: Optional[MultiMapping[str]] = None) -> Payload:
+        if headers is None:
+            headers = CIMultiDict()
+
+        if isinstance(obj, Payload):
+            obj.headers.update(headers)
+            return self.append_payload(obj)
+        else:
+            try:
+                payload = get_payload(obj, headers=headers)
+            except LookupError:
+                raise TypeError("Cannot create payload from %r" % obj)
+            else:
+                return self.append_payload(payload)
+
+    def append_payload(self, payload: Payload) -> Payload:
+        """Adds a new body part to multipart writer."""
+        # compression
+        encoding: Optional[str] = payload.headers.get(
+            CONTENT_ENCODING,
+            "",
+        ).lower()
+        if encoding and encoding not in ("deflate", "gzip", "identity"):
+            raise RuntimeError(f"unknown content encoding: {encoding}")
+        if encoding == "identity":
+            encoding = None
+
+        # te encoding
+        te_encoding: Optional[str] = payload.headers.get(
+            CONTENT_TRANSFER_ENCODING,
+            "",
+        ).lower()
+        if te_encoding not in ("", "base64", "quoted-printable", "binary"):
+            raise RuntimeError(
+                "unknown content transfer encoding: {}" "".format(te_encoding)
+            )
+        if te_encoding == "binary":
+            te_encoding = None
+
+        # size
+        size = payload.size
+        if size is not None and not (encoding or te_encoding):
+            payload.headers[CONTENT_LENGTH] = str(size)
+
+        self._parts.append((payload, encoding, te_encoding))  # type: ignore[arg-type]
+        return payload
+
+    def append_json(
+        self, obj: Any, headers: Optional[MultiMapping[str]] = None
+    ) -> Payload:
+        """Helper to append JSON part."""
+        if headers is None:
+            headers = CIMultiDict()
+
+        return self.append_payload(JsonPayload(obj, headers=headers))
+
+    def append_form(
+        self,
+        obj: Union[Sequence[Tuple[str, str]], Mapping[str, str]],
+        headers: Optional[MultiMapping[str]] = None,
+    ) -> Payload:
+        """Helper to append form urlencoded part."""
+        assert isinstance(obj, (Sequence, Mapping))
+
+        if headers is None:
+            headers = CIMultiDict()
+
+        if isinstance(obj, Mapping):
+            obj = list(obj.items())
+        data = urlencode(obj, doseq=True)
+
+        return self.append_payload(
+            StringPayload(
+                data, headers=headers, content_type="application/x-www-form-urlencoded"
+            )
+        )
+
+    @property
+    def size(self) -> Optional[int]:
+        """Size of the payload."""
+        total = 0
+        for part, encoding, te_encoding in self._parts:
+            if encoding or te_encoding or part.size is None:
+                return None
+
+            total += int(
+                2
+                + len(self._boundary)
+                + 2
+                + part.size  # b'--'+self._boundary+b'\r\n'
+                + len(part._binary_headers)
+                + 2  # b'\r\n'
+            )
+
+        total += 2 + len(self._boundary) + 4  # b'--'+self._boundary+b'--\r\n'
+        return total
+
+    async def write(self, writer: Any, close_boundary: bool = True) -> None:
+        """Write body."""
+        for part, encoding, te_encoding in self._parts:
+            await writer.write(b"--" + self._boundary + b"\r\n")
+            await writer.write(part._binary_headers)
+
+            if encoding or te_encoding:
+                w = MultipartPayloadWriter(writer)
+                if encoding:
+                    w.enable_compression(encoding)
+                if te_encoding:
+                    w.enable_encoding(te_encoding)
+                await part.write(w)  # type: ignore[arg-type]
+                await w.write_eof()
+            else:
+                await part.write(writer)
+
+            await writer.write(b"\r\n")
+
+        if close_boundary:
+            await writer.write(b"--" + self._boundary + b"--\r\n")
+
+
+class MultipartPayloadWriter:
+    def __init__(self, writer: Any) -> None:
+        self._writer = writer
+        self._encoding: Optional[str] = None
+        self._compress: Any = None
+        self._encoding_buffer: Optional[bytearray] = None
+
+    def enable_encoding(self, encoding: str) -> None:
+        if encoding == "base64":
+            self._encoding = encoding
+            self._encoding_buffer = bytearray()
+        elif encoding == "quoted-printable":
+            self._encoding = "quoted-printable"
+
+    def enable_compression(
+        self, encoding: str = "deflate", strategy: int = zlib.Z_DEFAULT_STRATEGY
+    ) -> None:
+        zlib_mode = 16 + zlib.MAX_WBITS if encoding == "gzip" else -zlib.MAX_WBITS
+        self._compress = zlib.compressobj(wbits=zlib_mode, strategy=strategy)
+
+    async def write_eof(self) -> None:
+        if self._compress is not None:
+            chunk = self._compress.flush()
+            if chunk:
+                self._compress = None
+                await self.write(chunk)
+
+        if self._encoding == "base64":
+            if self._encoding_buffer:
+                await self._writer.write(base64.b64encode(self._encoding_buffer))
+
+    async def write(self, chunk: bytes) -> None:
+        if self._compress is not None:
+            if chunk:
+                chunk = self._compress.compress(chunk)
+                if not chunk:
+                    return
+
+        if self._encoding == "base64":
+            buf = self._encoding_buffer
+            assert buf is not None
+            buf.extend(chunk)
+
+            if buf:
+                div, mod = divmod(len(buf), 3)
+                enc_chunk, self._encoding_buffer = (buf[: div * 3], buf[div * 3 :])
+                if enc_chunk:
+                    b64chunk = base64.b64encode(enc_chunk)
+                    await self._writer.write(b64chunk)
+        elif self._encoding == "quoted-printable":
+            await self._writer.write(binascii.b2a_qp(chunk))
+        else:
+            await self._writer.write(chunk)
diff --git a/venv/lib/python3.8/site-packages/aiohttp/payload.py b/venv/lib/python3.8/site-packages/aiohttp/payload.py
new file mode 100644
index 0000000..625b2ea
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/payload.py
@@ -0,0 +1,465 @@
+import asyncio
+import enum
+import io
+import json
+import mimetypes
+import os
+import warnings
+from abc import ABC, abstractmethod
+from itertools import chain
+from typing import (
+    IO,
+    TYPE_CHECKING,
+    Any,
+    ByteString,
+    Dict,
+    Iterable,
+    Optional,
+    TextIO,
+    Tuple,
+    Type,
+    Union,
+)
+
+from multidict import CIMultiDict
+
+from . import hdrs
+from .abc import AbstractStreamWriter
+from .helpers import (
+    PY_36,
+    content_disposition_header,
+    guess_filename,
+    parse_mimetype,
+    sentinel,
+)
+from .streams import StreamReader
+from .typedefs import Final, JSONEncoder, _CIMultiDict
+
+__all__ = (
+    "PAYLOAD_REGISTRY",
+    "get_payload",
+    "payload_type",
+    "Payload",
+    "BytesPayload",
+    "StringPayload",
+    "IOBasePayload",
+    "BytesIOPayload",
+    "BufferedReaderPayload",
+    "TextIOPayload",
+    "StringIOPayload",
+    "JsonPayload",
+    "AsyncIterablePayload",
+)
+
+TOO_LARGE_BYTES_BODY: Final[int] = 2**20  # 1 MB
+
+if TYPE_CHECKING:  # pragma: no cover
+    from typing import List
+
+
+class LookupError(Exception):
+    pass
+
+
+class Order(str, enum.Enum):
+    normal = "normal"
+    try_first = "try_first"
+    try_last = "try_last"
+
+
+def get_payload(data: Any, *args: Any, **kwargs: Any) -> "Payload":
+    return PAYLOAD_REGISTRY.get(data, *args, **kwargs)
+
+
+def register_payload(
+    factory: Type["Payload"], type: Any, *, order: Order = Order.normal
+) -> None:
+    PAYLOAD_REGISTRY.register(factory, type, order=order)
+
+
+class payload_type:
+    def __init__(self, type: Any, *, order: Order = Order.normal) -> None:
+        self.type = type
+        self.order = order
+
+    def __call__(self, factory: Type["Payload"]) -> Type["Payload"]:
+        register_payload(factory, self.type, order=self.order)
+        return factory
+
+
+PayloadType = Type["Payload"]
+_PayloadRegistryItem = Tuple[PayloadType, Any]
+
+
+class PayloadRegistry:
+    """Payload registry.
+
+    note: we need zope.interface for more efficient adapter search
+    """
+
+    def __init__(self) -> None:
+        self._first: List[_PayloadRegistryItem] = []
+        self._normal: List[_PayloadRegistryItem] = []
+        self._last: List[_PayloadRegistryItem] = []
+
+    def get(
+        self,
+        data: Any,
+        *args: Any,
+        _CHAIN: "Type[chain[_PayloadRegistryItem]]" = chain,
+        **kwargs: Any,
+    ) -> "Payload":
+        if isinstance(data, Payload):
+            return data
+        for factory, type in _CHAIN(self._first, self._normal, self._last):
+            if isinstance(data, type):
+                return factory(data, *args, **kwargs)
+
+        raise LookupError()
+
+    def register(
+        self, factory: PayloadType, type: Any, *, order: Order = Order.normal
+    ) -> None:
+        if order is Order.try_first:
+            self._first.append((factory, type))
+        elif order is Order.normal:
+            self._normal.append((factory, type))
+        elif order is Order.try_last:
+            self._last.append((factory, type))
+        else:
+            raise ValueError(f"Unsupported order {order!r}")
+
+
+class Payload(ABC):
+
+    _default_content_type: str = "application/octet-stream"
+    _size: Optional[int] = None
+
+    def __init__(
+        self,
+        value: Any,
+        headers: Optional[
+            Union[_CIMultiDict, Dict[str, str], Iterable[Tuple[str, str]]]
+        ] = None,
+        content_type: Optional[str] = sentinel,
+        filename: Optional[str] = None,
+        encoding: Optional[str] = None,
+        **kwargs: Any,
+    ) -> None:
+        self._encoding = encoding
+        self._filename = filename
+        self._headers: _CIMultiDict = CIMultiDict()
+        self._value = value
+        if content_type is not sentinel and content_type is not None:
+            self._headers[hdrs.CONTENT_TYPE] = content_type
+        elif self._filename is not None:
+            content_type = mimetypes.guess_type(self._filename)[0]
+            if content_type is None:
+                content_type = self._default_content_type
+            self._headers[hdrs.CONTENT_TYPE] = content_type
+        else:
+            self._headers[hdrs.CONTENT_TYPE] = self._default_content_type
+        self._headers.update(headers or {})
+
+    @property
+    def size(self) -> Optional[int]:
+        """Size of the payload."""
+        return self._size
+
+    @property
+    def filename(self) -> Optional[str]:
+        """Filename of the payload."""
+        return self._filename
+
+    @property
+    def headers(self) -> _CIMultiDict:
+        """Custom item headers"""
+        return self._headers
+
+    @property
+    def _binary_headers(self) -> bytes:
+        return (
+            "".join([k + ": " + v + "\r\n" for k, v in self.headers.items()]).encode(
+                "utf-8"
+            )
+            + b"\r\n"
+        )
+
+    @property
+    def encoding(self) -> Optional[str]:
+        """Payload encoding"""
+        return self._encoding
+
+    @property
+    def content_type(self) -> str:
+        """Content type"""
+        return self._headers[hdrs.CONTENT_TYPE]
+
+    def set_content_disposition(
+        self,
+        disptype: str,
+        quote_fields: bool = True,
+        _charset: str = "utf-8",
+        **params: Any,
+    ) -> None:
+        """Sets ``Content-Disposition`` header."""
+        self._headers[hdrs.CONTENT_DISPOSITION] = content_disposition_header(
+            disptype, quote_fields=quote_fields, _charset=_charset, **params
+        )
+
+    @abstractmethod
+    async def write(self, writer: AbstractStreamWriter) -> None:
+        """Write payload.
+
+        writer is an AbstractStreamWriter instance:
+        """
+
+
+class BytesPayload(Payload):
+    def __init__(self, value: ByteString, *args: Any, **kwargs: Any) -> None:
+        if not isinstance(value, (bytes, bytearray, memoryview)):
+            raise TypeError(f"value argument must be byte-ish, not {type(value)!r}")
+
+        if "content_type" not in kwargs:
+            kwargs["content_type"] = "application/octet-stream"
+
+        super().__init__(value, *args, **kwargs)
+
+        if isinstance(value, memoryview):
+            self._size = value.nbytes
+        else:
+            self._size = len(value)
+
+        if self._size > TOO_LARGE_BYTES_BODY:
+            if PY_36:
+                kwargs = {"source": self}
+            else:
+                kwargs = {}
+            warnings.warn(
+                "Sending a large body directly with raw bytes might"
+                " lock the event loop. You should probably pass an "
+                "io.BytesIO object instead",
+                ResourceWarning,
+                **kwargs,
+            )
+
+    async def write(self, writer: AbstractStreamWriter) -> None:
+        await writer.write(self._value)
+
+
+class StringPayload(BytesPayload):
+    def __init__(
+        self,
+        value: str,
+        *args: Any,
+        encoding: Optional[str] = None,
+        content_type: Optional[str] = None,
+        **kwargs: Any,
+    ) -> None:
+
+        if encoding is None:
+            if content_type is None:
+                real_encoding = "utf-8"
+                content_type = "text/plain; charset=utf-8"
+            else:
+                mimetype = parse_mimetype(content_type)
+                real_encoding = mimetype.parameters.get("charset", "utf-8")
+        else:
+            if content_type is None:
+                content_type = "text/plain; charset=%s" % encoding
+            real_encoding = encoding
+
+        super().__init__(
+            value.encode(real_encoding),
+            encoding=real_encoding,
+            content_type=content_type,
+            *args,
+            **kwargs,
+        )
+
+
+class StringIOPayload(StringPayload):
+    def __init__(self, value: IO[str], *args: Any, **kwargs: Any) -> None:
+        super().__init__(value.read(), *args, **kwargs)
+
+
+class IOBasePayload(Payload):
+    _value: IO[Any]
+
+    def __init__(
+        self, value: IO[Any], disposition: str = "attachment", *args: Any, **kwargs: Any
+    ) -> None:
+        if "filename" not in kwargs:
+            kwargs["filename"] = guess_filename(value)
+
+        super().__init__(value, *args, **kwargs)
+
+        if self._filename is not None and disposition is not None:
+            if hdrs.CONTENT_DISPOSITION not in self.headers:
+                self.set_content_disposition(disposition, filename=self._filename)
+
+    async def write(self, writer: AbstractStreamWriter) -> None:
+        loop = asyncio.get_event_loop()
+        try:
+            chunk = await loop.run_in_executor(None, self._value.read, 2**16)
+            while chunk:
+                await writer.write(chunk)
+                chunk = await loop.run_in_executor(None, self._value.read, 2**16)
+        finally:
+            await loop.run_in_executor(None, self._value.close)
+
+
+class TextIOPayload(IOBasePayload):
+    _value: TextIO
+
+    def __init__(
+        self,
+        value: TextIO,
+        *args: Any,
+        encoding: Optional[str] = None,
+        content_type: Optional[str] = None,
+        **kwargs: Any,
+    ) -> None:
+
+        if encoding is None:
+            if content_type is None:
+                encoding = "utf-8"
+                content_type = "text/plain; charset=utf-8"
+            else:
+                mimetype = parse_mimetype(content_type)
+                encoding = mimetype.parameters.get("charset", "utf-8")
+        else:
+            if content_type is None:
+                content_type = "text/plain; charset=%s" % encoding
+
+        super().__init__(
+            value,
+            content_type=content_type,
+            encoding=encoding,
+            *args,
+            **kwargs,
+        )
+
+    @property
+    def size(self) -> Optional[int]:
+        try:
+            return os.fstat(self._value.fileno()).st_size - self._value.tell()
+        except OSError:
+            return None
+
+    async def write(self, writer: AbstractStreamWriter) -> None:
+        loop = asyncio.get_event_loop()
+        try:
+            chunk = await loop.run_in_executor(None, self._value.read, 2**16)
+            while chunk:
+                data = (
+                    chunk.encode(encoding=self._encoding)
+                    if self._encoding
+                    else chunk.encode()
+                )
+                await writer.write(data)
+                chunk = await loop.run_in_executor(None, self._value.read, 2**16)
+        finally:
+            await loop.run_in_executor(None, self._value.close)
+
+
+class BytesIOPayload(IOBasePayload):
+    @property
+    def size(self) -> int:
+        position = self._value.tell()
+        end = self._value.seek(0, os.SEEK_END)
+        self._value.seek(position)
+        return end - position
+
+
+class BufferedReaderPayload(IOBasePayload):
+    @property
+    def size(self) -> Optional[int]:
+        try:
+            return os.fstat(self._value.fileno()).st_size - self._value.tell()
+        except OSError:
+            # data.fileno() is not supported, e.g.
+            # io.BufferedReader(io.BytesIO(b'data'))
+            return None
+
+
+class JsonPayload(BytesPayload):
+    def __init__(
+        self,
+        value: Any,
+        encoding: str = "utf-8",
+        content_type: str = "application/json",
+        dumps: JSONEncoder = json.dumps,
+        *args: Any,
+        **kwargs: Any,
+    ) -> None:
+
+        super().__init__(
+            dumps(value).encode(encoding),
+            content_type=content_type,
+            encoding=encoding,
+            *args,
+            **kwargs,
+        )
+
+
+if TYPE_CHECKING:  # pragma: no cover
+    from typing import AsyncIterable, AsyncIterator
+
+    _AsyncIterator = AsyncIterator[bytes]
+    _AsyncIterable = AsyncIterable[bytes]
+else:
+    from collections.abc import AsyncIterable, AsyncIterator
+
+    _AsyncIterator = AsyncIterator
+    _AsyncIterable = AsyncIterable
+
+
+class AsyncIterablePayload(Payload):
+
+    _iter: Optional[_AsyncIterator] = None
+
+    def __init__(self, value: _AsyncIterable, *args: Any, **kwargs: Any) -> None:
+        if not isinstance(value, AsyncIterable):
+            raise TypeError(
+                "value argument must support "
+                "collections.abc.AsyncIterablebe interface, "
+                "got {!r}".format(type(value))
+            )
+
+        if "content_type" not in kwargs:
+            kwargs["content_type"] = "application/octet-stream"
+
+        super().__init__(value, *args, **kwargs)
+
+        self._iter = value.__aiter__()
+
+    async def write(self, writer: AbstractStreamWriter) -> None:
+        if self._iter:
+            try:
+                # iter is not None check prevents rare cases
+                # when the case iterable is used twice
+                while True:
+                    chunk = await self._iter.__anext__()
+                    await writer.write(chunk)
+            except StopAsyncIteration:
+                self._iter = None
+
+
+class StreamReaderPayload(AsyncIterablePayload):
+    def __init__(self, value: StreamReader, *args: Any, **kwargs: Any) -> None:
+        super().__init__(value.iter_any(), *args, **kwargs)
+
+
+PAYLOAD_REGISTRY = PayloadRegistry()
+PAYLOAD_REGISTRY.register(BytesPayload, (bytes, bytearray, memoryview))
+PAYLOAD_REGISTRY.register(StringPayload, str)
+PAYLOAD_REGISTRY.register(StringIOPayload, io.StringIO)
+PAYLOAD_REGISTRY.register(TextIOPayload, io.TextIOBase)
+PAYLOAD_REGISTRY.register(BytesIOPayload, io.BytesIO)
+PAYLOAD_REGISTRY.register(BufferedReaderPayload, (io.BufferedReader, io.BufferedRandom))
+PAYLOAD_REGISTRY.register(IOBasePayload, io.IOBase)
+PAYLOAD_REGISTRY.register(StreamReaderPayload, StreamReader)
+# try_last for giving a chance to more specialized async interables like
+# multidict.BodyPartReaderPayload override the default
+PAYLOAD_REGISTRY.register(AsyncIterablePayload, AsyncIterable, order=Order.try_last)
diff --git a/venv/lib/python3.8/site-packages/aiohttp/payload_streamer.py b/venv/lib/python3.8/site-packages/aiohttp/payload_streamer.py
new file mode 120000
index 0000000..db64b28
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/payload_streamer.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/dd/69/99/efb490e1d73c68a53a8b66406fc2fb14f75eb024a8a91a2749539dfe41
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiohttp/py.typed b/venv/lib/python3.8/site-packages/aiohttp/py.typed
new file mode 120000
index 0000000..a3f4481
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/py.typed
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b2/8c/3d/b284f03fd4ff80401049587b19bf3ce79874e0dc2686cd967be2518193
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiohttp/pytest_plugin.py b/venv/lib/python3.8/site-packages/aiohttp/pytest_plugin.py
new file mode 120000
index 0000000..3657629
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/pytest_plugin.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/ee/4b/7ddae764804fdb02e9f028c4e787ac84ea2515b069393b9fbe9e2d51c2
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiohttp/resolver.py b/venv/lib/python3.8/site-packages/aiohttp/resolver.py
new file mode 120000
index 0000000..998955b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/resolver.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/08/04/8e/9d7a79a1987fd6c0855b31650fee71dd5e3d1c05db009c3ee51623826b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiohttp/streams.py b/venv/lib/python3.8/site-packages/aiohttp/streams.py
new file mode 100644
index 0000000..726b023
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/streams.py
@@ -0,0 +1,660 @@
+import asyncio
+import collections
+import warnings
+from typing import Awaitable, Callable, Deque, Generic, List, Optional, Tuple, TypeVar
+
+from .base_protocol import BaseProtocol
+from .helpers import BaseTimerContext, set_exception, set_result
+from .log import internal_logger
+from .typedefs import Final
+
+__all__ = (
+    "EMPTY_PAYLOAD",
+    "EofStream",
+    "StreamReader",
+    "DataQueue",
+    "FlowControlDataQueue",
+)
+
+_T = TypeVar("_T")
+
+
+class EofStream(Exception):
+    """eof stream indication."""
+
+
+class AsyncStreamIterator(Generic[_T]):
+    def __init__(self, read_func: Callable[[], Awaitable[_T]]) -> None:
+        self.read_func = read_func
+
+    def __aiter__(self) -> "AsyncStreamIterator[_T]":
+        return self
+
+    async def __anext__(self) -> _T:
+        try:
+            rv = await self.read_func()
+        except EofStream:
+            raise StopAsyncIteration
+        if rv == b"":
+            raise StopAsyncIteration
+        return rv
+
+
+class ChunkTupleAsyncStreamIterator:
+    def __init__(self, stream: "StreamReader") -> None:
+        self._stream = stream
+
+    def __aiter__(self) -> "ChunkTupleAsyncStreamIterator":
+        return self
+
+    async def __anext__(self) -> Tuple[bytes, bool]:
+        rv = await self._stream.readchunk()
+        if rv == (b"", False):
+            raise StopAsyncIteration
+        return rv
+
+
+class AsyncStreamReaderMixin:
+    def __aiter__(self) -> AsyncStreamIterator[bytes]:
+        return AsyncStreamIterator(self.readline)  # type: ignore[attr-defined]
+
+    def iter_chunked(self, n: int) -> AsyncStreamIterator[bytes]:
+        """Returns an asynchronous iterator that yields chunks of size n.
+
+        Python-3.5 available for Python 3.5+ only
+        """
+        return AsyncStreamIterator(
+            lambda: self.read(n)  # type: ignore[attr-defined,no-any-return]
+        )
+
+    def iter_any(self) -> AsyncStreamIterator[bytes]:
+        """Yield all available data as soon as it is received.
+
+        Python-3.5 available for Python 3.5+ only
+        """
+        return AsyncStreamIterator(self.readany)  # type: ignore[attr-defined]
+
+    def iter_chunks(self) -> ChunkTupleAsyncStreamIterator:
+        """Yield chunks of data as they are received by the server.
+
+        The yielded objects are tuples
+        of (bytes, bool) as returned by the StreamReader.readchunk method.
+
+        Python-3.5 available for Python 3.5+ only
+        """
+        return ChunkTupleAsyncStreamIterator(self)  # type: ignore[arg-type]
+
+
+class StreamReader(AsyncStreamReaderMixin):
+    """An enhancement of asyncio.StreamReader.
+
+    Supports asynchronous iteration by line, chunk or as available::
+
+        async for line in reader:
+            ...
+        async for chunk in reader.iter_chunked(1024):
+            ...
+        async for slice in reader.iter_any():
+            ...
+
+    """
+
+    total_bytes = 0
+
+    def __init__(
+        self,
+        protocol: BaseProtocol,
+        limit: int,
+        *,
+        timer: Optional[BaseTimerContext] = None,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+    ) -> None:
+        self._protocol = protocol
+        self._low_water = limit
+        self._high_water = limit * 2
+        if loop is None:
+            loop = asyncio.get_event_loop()
+        self._loop = loop
+        self._size = 0
+        self._cursor = 0
+        self._http_chunk_splits: Optional[List[int]] = None
+        self._buffer: Deque[bytes] = collections.deque()
+        self._buffer_offset = 0
+        self._eof = False
+        self._waiter: Optional[asyncio.Future[None]] = None
+        self._eof_waiter: Optional[asyncio.Future[None]] = None
+        self._exception: Optional[BaseException] = None
+        self._timer = timer
+        self._eof_callbacks: List[Callable[[], None]] = []
+
+    def __repr__(self) -> str:
+        info = [self.__class__.__name__]
+        if self._size:
+            info.append("%d bytes" % self._size)
+        if self._eof:
+            info.append("eof")
+        if self._low_water != 2**16:  # default limit
+            info.append("low=%d high=%d" % (self._low_water, self._high_water))
+        if self._waiter:
+            info.append("w=%r" % self._waiter)
+        if self._exception:
+            info.append("e=%r" % self._exception)
+        return "<%s>" % " ".join(info)
+
+    def get_read_buffer_limits(self) -> Tuple[int, int]:
+        return (self._low_water, self._high_water)
+
+    def exception(self) -> Optional[BaseException]:
+        return self._exception
+
+    def set_exception(self, exc: BaseException) -> None:
+        self._exception = exc
+        self._eof_callbacks.clear()
+
+        waiter = self._waiter
+        if waiter is not None:
+            self._waiter = None
+            set_exception(waiter, exc)
+
+        waiter = self._eof_waiter
+        if waiter is not None:
+            self._eof_waiter = None
+            set_exception(waiter, exc)
+
+    def on_eof(self, callback: Callable[[], None]) -> None:
+        if self._eof:
+            try:
+                callback()
+            except Exception:
+                internal_logger.exception("Exception in eof callback")
+        else:
+            self._eof_callbacks.append(callback)
+
+    def feed_eof(self) -> None:
+        self._eof = True
+
+        waiter = self._waiter
+        if waiter is not None:
+            self._waiter = None
+            set_result(waiter, None)
+
+        waiter = self._eof_waiter
+        if waiter is not None:
+            self._eof_waiter = None
+            set_result(waiter, None)
+
+        for cb in self._eof_callbacks:
+            try:
+                cb()
+            except Exception:
+                internal_logger.exception("Exception in eof callback")
+
+        self._eof_callbacks.clear()
+
+    def is_eof(self) -> bool:
+        """Return True if  'feed_eof' was called."""
+        return self._eof
+
+    def at_eof(self) -> bool:
+        """Return True if the buffer is empty and 'feed_eof' was called."""
+        return self._eof and not self._buffer
+
+    async def wait_eof(self) -> None:
+        if self._eof:
+            return
+
+        assert self._eof_waiter is None
+        self._eof_waiter = self._loop.create_future()
+        try:
+            await self._eof_waiter
+        finally:
+            self._eof_waiter = None
+
+    def unread_data(self, data: bytes) -> None:
+        """rollback reading some data from stream, inserting it to buffer head."""
+        warnings.warn(
+            "unread_data() is deprecated "
+            "and will be removed in future releases (#3260)",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        if not data:
+            return
+
+        if self._buffer_offset:
+            self._buffer[0] = self._buffer[0][self._buffer_offset :]
+            self._buffer_offset = 0
+        self._size += len(data)
+        self._cursor -= len(data)
+        self._buffer.appendleft(data)
+        self._eof_counter = 0
+
+    # TODO: size is ignored, remove the param later
+    def feed_data(self, data: bytes, size: int = 0) -> None:
+        assert not self._eof, "feed_data after feed_eof"
+
+        if not data:
+            return
+
+        self._size += len(data)
+        self._buffer.append(data)
+        self.total_bytes += len(data)
+
+        waiter = self._waiter
+        if waiter is not None:
+            self._waiter = None
+            set_result(waiter, None)
+
+        if self._size > self._high_water and not self._protocol._reading_paused:
+            self._protocol.pause_reading()
+
+    def begin_http_chunk_receiving(self) -> None:
+        if self._http_chunk_splits is None:
+            if self.total_bytes:
+                raise RuntimeError(
+                    "Called begin_http_chunk_receiving when" "some data was already fed"
+                )
+            self._http_chunk_splits = []
+
+    def end_http_chunk_receiving(self) -> None:
+        if self._http_chunk_splits is None:
+            raise RuntimeError(
+                "Called end_chunk_receiving without calling "
+                "begin_chunk_receiving first"
+            )
+
+        # self._http_chunk_splits contains logical byte offsets from start of
+        # the body transfer. Each offset is the offset of the end of a chunk.
+        # "Logical" means bytes, accessible for a user.
+        # If no chunks containig logical data were received, current position
+        # is difinitely zero.
+        pos = self._http_chunk_splits[-1] if self._http_chunk_splits else 0
+
+        if self.total_bytes == pos:
+            # We should not add empty chunks here. So we check for that.
+            # Note, when chunked + gzip is used, we can receive a chunk
+            # of compressed data, but that data may not be enough for gzip FSM
+            # to yield any uncompressed data. That's why current position may
+            # not change after receiving a chunk.
+            return
+
+        self._http_chunk_splits.append(self.total_bytes)
+
+        # wake up readchunk when end of http chunk received
+        waiter = self._waiter
+        if waiter is not None:
+            self._waiter = None
+            set_result(waiter, None)
+
+    async def _wait(self, func_name: str) -> None:
+        # StreamReader uses a future to link the protocol feed_data() method
+        # to a read coroutine. Running two read coroutines at the same time
+        # would have an unexpected behaviour. It would not possible to know
+        # which coroutine would get the next data.
+        if self._waiter is not None:
+            raise RuntimeError(
+                "%s() called while another coroutine is "
+                "already waiting for incoming data" % func_name
+            )
+
+        waiter = self._waiter = self._loop.create_future()
+        try:
+            if self._timer:
+                with self._timer:
+                    await waiter
+            else:
+                await waiter
+        finally:
+            self._waiter = None
+
+    async def readline(self) -> bytes:
+        return await self.readuntil()
+
+    async def readuntil(self, separator: bytes = b"\n") -> bytes:
+        seplen = len(separator)
+        if seplen == 0:
+            raise ValueError("Separator should be at least one-byte string")
+
+        if self._exception is not None:
+            raise self._exception
+
+        chunk = b""
+        chunk_size = 0
+        not_enough = True
+
+        while not_enough:
+            while self._buffer and not_enough:
+                offset = self._buffer_offset
+                ichar = self._buffer[0].find(separator, offset) + 1
+                # Read from current offset to found separator or to the end.
+                data = self._read_nowait_chunk(ichar - offset if ichar else -1)
+                chunk += data
+                chunk_size += len(data)
+                if ichar:
+                    not_enough = False
+
+                if chunk_size > self._high_water:
+                    raise ValueError("Chunk too big")
+
+            if self._eof:
+                break
+
+            if not_enough:
+                await self._wait("readuntil")
+
+        return chunk
+
+    async def read(self, n: int = -1) -> bytes:
+        if self._exception is not None:
+            raise self._exception
+
+        # migration problem; with DataQueue you have to catch
+        # EofStream exception, so common way is to run payload.read() inside
+        # infinite loop. what can cause real infinite loop with StreamReader
+        # lets keep this code one major release.
+        if __debug__:
+            if self._eof and not self._buffer:
+                self._eof_counter = getattr(self, "_eof_counter", 0) + 1
+                if self._eof_counter > 5:
+                    internal_logger.warning(
+                        "Multiple access to StreamReader in eof state, "
+                        "might be infinite loop.",
+                        stack_info=True,
+                    )
+
+        if not n:
+            return b""
+
+        if n < 0:
+            # This used to just loop creating a new waiter hoping to
+            # collect everything in self._buffer, but that would
+            # deadlock if the subprocess sends more than self.limit
+            # bytes.  So just call self.readany() until EOF.
+            blocks = []
+            while True:
+                block = await self.readany()
+                if not block:
+                    break
+                blocks.append(block)
+            return b"".join(blocks)
+
+        # TODO: should be `if` instead of `while`
+        # because waiter maybe triggered on chunk end,
+        # without feeding any data
+        while not self._buffer and not self._eof:
+            await self._wait("read")
+
+        return self._read_nowait(n)
+
+    async def readany(self) -> bytes:
+        if self._exception is not None:
+            raise self._exception
+
+        # TODO: should be `if` instead of `while`
+        # because waiter maybe triggered on chunk end,
+        # without feeding any data
+        while not self._buffer and not self._eof:
+            await self._wait("readany")
+
+        return self._read_nowait(-1)
+
+    async def readchunk(self) -> Tuple[bytes, bool]:
+        """Returns a tuple of (data, end_of_http_chunk).
+
+        When chunked transfer
+        encoding is used, end_of_http_chunk is a boolean indicating if the end
+        of the data corresponds to the end of a HTTP chunk , otherwise it is
+        always False.
+        """
+        while True:
+            if self._exception is not None:
+                raise self._exception
+
+            while self._http_chunk_splits:
+                pos = self._http_chunk_splits.pop(0)
+                if pos == self._cursor:
+                    return (b"", True)
+                if pos > self._cursor:
+                    return (self._read_nowait(pos - self._cursor), True)
+                internal_logger.warning(
+                    "Skipping HTTP chunk end due to data "
+                    "consumption beyond chunk boundary"
+                )
+
+            if self._buffer:
+                return (self._read_nowait_chunk(-1), False)
+                # return (self._read_nowait(-1), False)
+
+            if self._eof:
+                # Special case for signifying EOF.
+                # (b'', True) is not a final return value actually.
+                return (b"", False)
+
+            await self._wait("readchunk")
+
+    async def readexactly(self, n: int) -> bytes:
+        if self._exception is not None:
+            raise self._exception
+
+        blocks: List[bytes] = []
+        while n > 0:
+            block = await self.read(n)
+            if not block:
+                partial = b"".join(blocks)
+                raise asyncio.IncompleteReadError(partial, len(partial) + n)
+            blocks.append(block)
+            n -= len(block)
+
+        return b"".join(blocks)
+
+    def read_nowait(self, n: int = -1) -> bytes:
+        # default was changed to be consistent with .read(-1)
+        #
+        # I believe the most users don't know about the method and
+        # they are not affected.
+        if self._exception is not None:
+            raise self._exception
+
+        if self._waiter and not self._waiter.done():
+            raise RuntimeError(
+                "Called while some coroutine is waiting for incoming data."
+            )
+
+        return self._read_nowait(n)
+
+    def _read_nowait_chunk(self, n: int) -> bytes:
+        first_buffer = self._buffer[0]
+        offset = self._buffer_offset
+        if n != -1 and len(first_buffer) - offset > n:
+            data = first_buffer[offset : offset + n]
+            self._buffer_offset += n
+
+        elif offset:
+            self._buffer.popleft()
+            data = first_buffer[offset:]
+            self._buffer_offset = 0
+
+        else:
+            data = self._buffer.popleft()
+
+        self._size -= len(data)
+        self._cursor += len(data)
+
+        chunk_splits = self._http_chunk_splits
+        # Prevent memory leak: drop useless chunk splits
+        while chunk_splits and chunk_splits[0] < self._cursor:
+            chunk_splits.pop(0)
+
+        if self._size < self._low_water and self._protocol._reading_paused:
+            self._protocol.resume_reading()
+        return data
+
+    def _read_nowait(self, n: int) -> bytes:
+        """Read not more than n bytes, or whole buffer if n == -1"""
+        chunks = []
+
+        while self._buffer:
+            chunk = self._read_nowait_chunk(n)
+            chunks.append(chunk)
+            if n != -1:
+                n -= len(chunk)
+                if n == 0:
+                    break
+
+        return b"".join(chunks) if chunks else b""
+
+
+class EmptyStreamReader(StreamReader):  # lgtm [py/missing-call-to-init]
+    def __init__(self) -> None:
+        pass
+
+    def exception(self) -> Optional[BaseException]:
+        return None
+
+    def set_exception(self, exc: BaseException) -> None:
+        pass
+
+    def on_eof(self, callback: Callable[[], None]) -> None:
+        try:
+            callback()
+        except Exception:
+            internal_logger.exception("Exception in eof callback")
+
+    def feed_eof(self) -> None:
+        pass
+
+    def is_eof(self) -> bool:
+        return True
+
+    def at_eof(self) -> bool:
+        return True
+
+    async def wait_eof(self) -> None:
+        return
+
+    def feed_data(self, data: bytes, n: int = 0) -> None:
+        pass
+
+    async def readline(self) -> bytes:
+        return b""
+
+    async def read(self, n: int = -1) -> bytes:
+        return b""
+
+    # TODO add async def readuntil
+
+    async def readany(self) -> bytes:
+        return b""
+
+    async def readchunk(self) -> Tuple[bytes, bool]:
+        return (b"", True)
+
+    async def readexactly(self, n: int) -> bytes:
+        raise asyncio.IncompleteReadError(b"", n)
+
+    def read_nowait(self, n: int = -1) -> bytes:
+        return b""
+
+
+EMPTY_PAYLOAD: Final[StreamReader] = EmptyStreamReader()
+
+
+class DataQueue(Generic[_T]):
+    """DataQueue is a general-purpose blocking queue with one reader."""
+
+    def __init__(self, loop: asyncio.AbstractEventLoop) -> None:
+        self._loop = loop
+        self._eof = False
+        self._waiter: Optional[asyncio.Future[None]] = None
+        self._exception: Optional[BaseException] = None
+        self._size = 0
+        self._buffer: Deque[Tuple[_T, int]] = collections.deque()
+
+    def __len__(self) -> int:
+        return len(self._buffer)
+
+    def is_eof(self) -> bool:
+        return self._eof
+
+    def at_eof(self) -> bool:
+        return self._eof and not self._buffer
+
+    def exception(self) -> Optional[BaseException]:
+        return self._exception
+
+    def set_exception(self, exc: BaseException) -> None:
+        self._eof = True
+        self._exception = exc
+
+        waiter = self._waiter
+        if waiter is not None:
+            self._waiter = None
+            set_exception(waiter, exc)
+
+    def feed_data(self, data: _T, size: int = 0) -> None:
+        self._size += size
+        self._buffer.append((data, size))
+
+        waiter = self._waiter
+        if waiter is not None:
+            self._waiter = None
+            set_result(waiter, None)
+
+    def feed_eof(self) -> None:
+        self._eof = True
+
+        waiter = self._waiter
+        if waiter is not None:
+            self._waiter = None
+            set_result(waiter, None)
+
+    async def read(self) -> _T:
+        if not self._buffer and not self._eof:
+            assert not self._waiter
+            self._waiter = self._loop.create_future()
+            try:
+                await self._waiter
+            except (asyncio.CancelledError, asyncio.TimeoutError):
+                self._waiter = None
+                raise
+
+        if self._buffer:
+            data, size = self._buffer.popleft()
+            self._size -= size
+            return data
+        else:
+            if self._exception is not None:
+                raise self._exception
+            else:
+                raise EofStream
+
+    def __aiter__(self) -> AsyncStreamIterator[_T]:
+        return AsyncStreamIterator(self.read)
+
+
+class FlowControlDataQueue(DataQueue[_T]):
+    """FlowControlDataQueue resumes and pauses an underlying stream.
+
+    It is a destination for parsed data.
+    """
+
+    def __init__(
+        self, protocol: BaseProtocol, limit: int, *, loop: asyncio.AbstractEventLoop
+    ) -> None:
+        super().__init__(loop=loop)
+
+        self._protocol = protocol
+        self._limit = limit * 2
+
+    def feed_data(self, data: _T, size: int = 0) -> None:
+        super().feed_data(data, size)
+
+        if self._size > self._limit and not self._protocol._reading_paused:
+            self._protocol.pause_reading()
+
+    async def read(self) -> _T:
+        try:
+            return await super().read()
+        finally:
+            if self._size < self._limit and self._protocol._reading_paused:
+                self._protocol.resume_reading()
diff --git a/venv/lib/python3.8/site-packages/aiohttp/tcp_helpers.py b/venv/lib/python3.8/site-packages/aiohttp/tcp_helpers.py
new file mode 100644
index 0000000..88b2442
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/tcp_helpers.py
@@ -0,0 +1,37 @@
+"""Helper methods to tune a TCP connection"""
+
+import asyncio
+import socket
+from contextlib import suppress
+from typing import Optional  # noqa
+
+__all__ = ("tcp_keepalive", "tcp_nodelay")
+
+
+if hasattr(socket, "SO_KEEPALIVE"):
+
+    def tcp_keepalive(transport: asyncio.Transport) -> None:
+        sock = transport.get_extra_info("socket")
+        if sock is not None:
+            sock.setsockopt(socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1)
+
+else:
+
+    def tcp_keepalive(transport: asyncio.Transport) -> None:  # pragma: no cover
+        pass
+
+
+def tcp_nodelay(transport: asyncio.Transport, value: bool) -> None:
+    sock = transport.get_extra_info("socket")
+
+    if sock is None:
+        return
+
+    if sock.family not in (socket.AF_INET, socket.AF_INET6):
+        return
+
+    value = bool(value)
+
+    # socket may be closed already, on windows OSError get raised
+    with suppress(OSError):
+        sock.setsockopt(socket.IPPROTO_TCP, socket.TCP_NODELAY, value)
diff --git a/venv/lib/python3.8/site-packages/aiohttp/test_utils.py b/venv/lib/python3.8/site-packages/aiohttp/test_utils.py
new file mode 100644
index 0000000..fcda2f3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/test_utils.py
@@ -0,0 +1,706 @@
+"""Utilities shared by tests."""
+
+import asyncio
+import contextlib
+import gc
+import inspect
+import ipaddress
+import os
+import socket
+import sys
+import warnings
+from abc import ABC, abstractmethod
+from types import TracebackType
+from typing import (
+    TYPE_CHECKING,
+    Any,
+    Callable,
+    Iterator,
+    List,
+    Optional,
+    Type,
+    Union,
+    cast,
+)
+from unittest import mock
+
+from aiosignal import Signal
+from multidict import CIMultiDict, CIMultiDictProxy
+from yarl import URL
+
+import aiohttp
+from aiohttp.client import _RequestContextManager, _WSRequestContextManager
+
+from . import ClientSession, hdrs
+from .abc import AbstractCookieJar
+from .client_reqrep import ClientResponse
+from .client_ws import ClientWebSocketResponse
+from .helpers import PY_38, sentinel
+from .http import HttpVersion, RawRequestMessage
+from .web import (
+    Application,
+    AppRunner,
+    BaseRunner,
+    Request,
+    Server,
+    ServerRunner,
+    SockSite,
+    UrlMappingMatchInfo,
+)
+from .web_protocol import _RequestHandler
+
+if TYPE_CHECKING:  # pragma: no cover
+    from ssl import SSLContext
+else:
+    SSLContext = None
+
+if PY_38:
+    from unittest import IsolatedAsyncioTestCase as TestCase
+else:
+    from asynctest import TestCase  # type: ignore[no-redef]
+
+REUSE_ADDRESS = os.name == "posix" and sys.platform != "cygwin"
+
+
+def get_unused_port_socket(
+    host: str, family: socket.AddressFamily = socket.AF_INET
+) -> socket.socket:
+    return get_port_socket(host, 0, family)
+
+
+def get_port_socket(
+    host: str, port: int, family: socket.AddressFamily
+) -> socket.socket:
+    s = socket.socket(family, socket.SOCK_STREAM)
+    if REUSE_ADDRESS:
+        # Windows has different semantics for SO_REUSEADDR,
+        # so don't set it. Ref:
+        # https://docs.microsoft.com/en-us/windows/win32/winsock/using-so-reuseaddr-and-so-exclusiveaddruse
+        s.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1)
+    s.bind((host, port))
+    return s
+
+
+def unused_port() -> int:
+    """Return a port that is unused on the current host."""
+    with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
+        s.bind(("127.0.0.1", 0))
+        return cast(int, s.getsockname()[1])
+
+
+class BaseTestServer(ABC):
+    __test__ = False
+
+    def __init__(
+        self,
+        *,
+        scheme: Union[str, object] = sentinel,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+        host: str = "127.0.0.1",
+        port: Optional[int] = None,
+        skip_url_asserts: bool = False,
+        socket_factory: Callable[
+            [str, int, socket.AddressFamily], socket.socket
+        ] = get_port_socket,
+        **kwargs: Any,
+    ) -> None:
+        self._loop = loop
+        self.runner: Optional[BaseRunner] = None
+        self._root: Optional[URL] = None
+        self.host = host
+        self.port = port
+        self._closed = False
+        self.scheme = scheme
+        self.skip_url_asserts = skip_url_asserts
+        self.socket_factory = socket_factory
+
+    async def start_server(
+        self, loop: Optional[asyncio.AbstractEventLoop] = None, **kwargs: Any
+    ) -> None:
+        if self.runner:
+            return
+        self._loop = loop
+        self._ssl = kwargs.pop("ssl", None)
+        self.runner = await self._make_runner(**kwargs)
+        await self.runner.setup()
+        if not self.port:
+            self.port = 0
+        try:
+            version = ipaddress.ip_address(self.host).version
+        except ValueError:
+            version = 4
+        family = socket.AF_INET6 if version == 6 else socket.AF_INET
+        _sock = self.socket_factory(self.host, self.port, family)
+        self.host, self.port = _sock.getsockname()[:2]
+        site = SockSite(self.runner, sock=_sock, ssl_context=self._ssl)
+        await site.start()
+        server = site._server
+        assert server is not None
+        sockets = server.sockets
+        assert sockets is not None
+        self.port = sockets[0].getsockname()[1]
+        if self.scheme is sentinel:
+            if self._ssl:
+                scheme = "https"
+            else:
+                scheme = "http"
+            self.scheme = scheme
+        self._root = URL(f"{self.scheme}://{self.host}:{self.port}")
+
+    @abstractmethod  # pragma: no cover
+    async def _make_runner(self, **kwargs: Any) -> BaseRunner:
+        pass
+
+    def make_url(self, path: str) -> URL:
+        assert self._root is not None
+        url = URL(path)
+        if not self.skip_url_asserts:
+            assert not url.is_absolute()
+            return self._root.join(url)
+        else:
+            return URL(str(self._root) + path)
+
+    @property
+    def started(self) -> bool:
+        return self.runner is not None
+
+    @property
+    def closed(self) -> bool:
+        return self._closed
+
+    @property
+    def handler(self) -> Server:
+        # for backward compatibility
+        # web.Server instance
+        runner = self.runner
+        assert runner is not None
+        assert runner.server is not None
+        return runner.server
+
+    async def close(self) -> None:
+        """Close all fixtures created by the test client.
+
+        After that point, the TestClient is no longer usable.
+
+        This is an idempotent function: running close multiple times
+        will not have any additional effects.
+
+        close is also run when the object is garbage collected, and on
+        exit when used as a context manager.
+
+        """
+        if self.started and not self.closed:
+            assert self.runner is not None
+            await self.runner.cleanup()
+            self._root = None
+            self.port = None
+            self._closed = True
+
+    def __enter__(self) -> None:
+        raise TypeError("Use async with instead")
+
+    def __exit__(
+        self,
+        exc_type: Optional[Type[BaseException]],
+        exc_value: Optional[BaseException],
+        traceback: Optional[TracebackType],
+    ) -> None:
+        # __exit__ should exist in pair with __enter__ but never executed
+        pass  # pragma: no cover
+
+    async def __aenter__(self) -> "BaseTestServer":
+        await self.start_server(loop=self._loop)
+        return self
+
+    async def __aexit__(
+        self,
+        exc_type: Optional[Type[BaseException]],
+        exc_value: Optional[BaseException],
+        traceback: Optional[TracebackType],
+    ) -> None:
+        await self.close()
+
+
+class TestServer(BaseTestServer):
+    def __init__(
+        self,
+        app: Application,
+        *,
+        scheme: Union[str, object] = sentinel,
+        host: str = "127.0.0.1",
+        port: Optional[int] = None,
+        **kwargs: Any,
+    ):
+        self.app = app
+        super().__init__(scheme=scheme, host=host, port=port, **kwargs)
+
+    async def _make_runner(self, **kwargs: Any) -> BaseRunner:
+        return AppRunner(self.app, **kwargs)
+
+
+class RawTestServer(BaseTestServer):
+    def __init__(
+        self,
+        handler: _RequestHandler,
+        *,
+        scheme: Union[str, object] = sentinel,
+        host: str = "127.0.0.1",
+        port: Optional[int] = None,
+        **kwargs: Any,
+    ) -> None:
+        self._handler = handler
+        super().__init__(scheme=scheme, host=host, port=port, **kwargs)
+
+    async def _make_runner(self, debug: bool = True, **kwargs: Any) -> ServerRunner:
+        srv = Server(self._handler, loop=self._loop, debug=debug, **kwargs)
+        return ServerRunner(srv, debug=debug, **kwargs)
+
+
+class TestClient:
+    """
+    A test client implementation.
+
+    To write functional tests for aiohttp based servers.
+
+    """
+
+    __test__ = False
+
+    def __init__(
+        self,
+        server: BaseTestServer,
+        *,
+        cookie_jar: Optional[AbstractCookieJar] = None,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+        **kwargs: Any,
+    ) -> None:
+        if not isinstance(server, BaseTestServer):
+            raise TypeError(
+                "server must be TestServer " "instance, found type: %r" % type(server)
+            )
+        self._server = server
+        self._loop = loop
+        if cookie_jar is None:
+            cookie_jar = aiohttp.CookieJar(unsafe=True, loop=loop)
+        self._session = ClientSession(loop=loop, cookie_jar=cookie_jar, **kwargs)
+        self._closed = False
+        self._responses: List[ClientResponse] = []
+        self._websockets: List[ClientWebSocketResponse] = []
+
+    async def start_server(self) -> None:
+        await self._server.start_server(loop=self._loop)
+
+    @property
+    def host(self) -> str:
+        return self._server.host
+
+    @property
+    def port(self) -> Optional[int]:
+        return self._server.port
+
+    @property
+    def server(self) -> BaseTestServer:
+        return self._server
+
+    @property
+    def app(self) -> Optional[Application]:
+        return cast(Optional[Application], getattr(self._server, "app", None))
+
+    @property
+    def session(self) -> ClientSession:
+        """An internal aiohttp.ClientSession.
+
+        Unlike the methods on the TestClient, client session requests
+        do not automatically include the host in the url queried, and
+        will require an absolute path to the resource.
+
+        """
+        return self._session
+
+    def make_url(self, path: str) -> URL:
+        return self._server.make_url(path)
+
+    async def _request(self, method: str, path: str, **kwargs: Any) -> ClientResponse:
+        resp = await self._session.request(method, self.make_url(path), **kwargs)
+        # save it to close later
+        self._responses.append(resp)
+        return resp
+
+    def request(self, method: str, path: str, **kwargs: Any) -> _RequestContextManager:
+        """Routes a request to tested http server.
+
+        The interface is identical to aiohttp.ClientSession.request,
+        except the loop kwarg is overridden by the instance used by the
+        test server.
+
+        """
+        return _RequestContextManager(self._request(method, path, **kwargs))
+
+    def get(self, path: str, **kwargs: Any) -> _RequestContextManager:
+        """Perform an HTTP GET request."""
+        return _RequestContextManager(self._request(hdrs.METH_GET, path, **kwargs))
+
+    def post(self, path: str, **kwargs: Any) -> _RequestContextManager:
+        """Perform an HTTP POST request."""
+        return _RequestContextManager(self._request(hdrs.METH_POST, path, **kwargs))
+
+    def options(self, path: str, **kwargs: Any) -> _RequestContextManager:
+        """Perform an HTTP OPTIONS request."""
+        return _RequestContextManager(self._request(hdrs.METH_OPTIONS, path, **kwargs))
+
+    def head(self, path: str, **kwargs: Any) -> _RequestContextManager:
+        """Perform an HTTP HEAD request."""
+        return _RequestContextManager(self._request(hdrs.METH_HEAD, path, **kwargs))
+
+    def put(self, path: str, **kwargs: Any) -> _RequestContextManager:
+        """Perform an HTTP PUT request."""
+        return _RequestContextManager(self._request(hdrs.METH_PUT, path, **kwargs))
+
+    def patch(self, path: str, **kwargs: Any) -> _RequestContextManager:
+        """Perform an HTTP PATCH request."""
+        return _RequestContextManager(self._request(hdrs.METH_PATCH, path, **kwargs))
+
+    def delete(self, path: str, **kwargs: Any) -> _RequestContextManager:
+        """Perform an HTTP PATCH request."""
+        return _RequestContextManager(self._request(hdrs.METH_DELETE, path, **kwargs))
+
+    def ws_connect(self, path: str, **kwargs: Any) -> _WSRequestContextManager:
+        """Initiate websocket connection.
+
+        The api corresponds to aiohttp.ClientSession.ws_connect.
+
+        """
+        return _WSRequestContextManager(self._ws_connect(path, **kwargs))
+
+    async def _ws_connect(self, path: str, **kwargs: Any) -> ClientWebSocketResponse:
+        ws = await self._session.ws_connect(self.make_url(path), **kwargs)
+        self._websockets.append(ws)
+        return ws
+
+    async def close(self) -> None:
+        """Close all fixtures created by the test client.
+
+        After that point, the TestClient is no longer usable.
+
+        This is an idempotent function: running close multiple times
+        will not have any additional effects.
+
+        close is also run on exit when used as a(n) (asynchronous)
+        context manager.
+
+        """
+        if not self._closed:
+            for resp in self._responses:
+                resp.close()
+            for ws in self._websockets:
+                await ws.close()
+            await self._session.close()
+            await self._server.close()
+            self._closed = True
+
+    def __enter__(self) -> None:
+        raise TypeError("Use async with instead")
+
+    def __exit__(
+        self,
+        exc_type: Optional[Type[BaseException]],
+        exc: Optional[BaseException],
+        tb: Optional[TracebackType],
+    ) -> None:
+        # __exit__ should exist in pair with __enter__ but never executed
+        pass  # pragma: no cover
+
+    async def __aenter__(self) -> "TestClient":
+        await self.start_server()
+        return self
+
+    async def __aexit__(
+        self,
+        exc_type: Optional[Type[BaseException]],
+        exc: Optional[BaseException],
+        tb: Optional[TracebackType],
+    ) -> None:
+        await self.close()
+
+
+class AioHTTPTestCase(TestCase):
+    """A base class to allow for unittest web applications using aiohttp.
+
+    Provides the following:
+
+    * self.client (aiohttp.test_utils.TestClient): an aiohttp test client.
+    * self.loop (asyncio.BaseEventLoop): the event loop in which the
+        application and server are running.
+    * self.app (aiohttp.web.Application): the application returned by
+        self.get_application()
+
+    Note that the TestClient's methods are asynchronous: you have to
+    execute function on the test client using asynchronous methods.
+    """
+
+    async def get_application(self) -> Application:
+        """Get application.
+
+        This method should be overridden
+        to return the aiohttp.web.Application
+        object to test.
+        """
+        return self.get_app()
+
+    def get_app(self) -> Application:
+        """Obsolete method used to constructing web application.
+
+        Use .get_application() coroutine instead.
+        """
+        raise RuntimeError("Did you forget to define get_application()?")
+
+    def setUp(self) -> None:
+        if not PY_38:
+            asyncio.get_event_loop().run_until_complete(self.asyncSetUp())
+
+    async def asyncSetUp(self) -> None:
+        try:
+            self.loop = asyncio.get_running_loop()
+        except (AttributeError, RuntimeError):  # AttributeError->py36
+            self.loop = asyncio.get_event_loop_policy().get_event_loop()
+
+        return await self.setUpAsync()
+
+    async def setUpAsync(self) -> None:
+        self.app = await self.get_application()
+        self.server = await self.get_server(self.app)
+        self.client = await self.get_client(self.server)
+
+        await self.client.start_server()
+
+    def tearDown(self) -> None:
+        if not PY_38:
+            self.loop.run_until_complete(self.asyncTearDown())
+
+    async def asyncTearDown(self) -> None:
+        return await self.tearDownAsync()
+
+    async def tearDownAsync(self) -> None:
+        await self.client.close()
+
+    async def get_server(self, app: Application) -> TestServer:
+        """Return a TestServer instance."""
+        return TestServer(app, loop=self.loop)
+
+    async def get_client(self, server: TestServer) -> TestClient:
+        """Return a TestClient instance."""
+        return TestClient(server, loop=self.loop)
+
+
+def unittest_run_loop(func: Any, *args: Any, **kwargs: Any) -> Any:
+    """
+    A decorator dedicated to use with asynchronous AioHTTPTestCase test methods.
+
+    In 3.8+, this does nothing.
+    """
+    warnings.warn(
+        "Decorator `@unittest_run_loop` is no longer needed in aiohttp 3.8+",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+    return func
+
+
+_LOOP_FACTORY = Callable[[], asyncio.AbstractEventLoop]
+
+
+@contextlib.contextmanager
+def loop_context(
+    loop_factory: _LOOP_FACTORY = asyncio.new_event_loop, fast: bool = False
+) -> Iterator[asyncio.AbstractEventLoop]:
+    """A contextmanager that creates an event_loop, for test purposes.
+
+    Handles the creation and cleanup of a test loop.
+    """
+    loop = setup_test_loop(loop_factory)
+    yield loop
+    teardown_test_loop(loop, fast=fast)
+
+
+def setup_test_loop(
+    loop_factory: _LOOP_FACTORY = asyncio.new_event_loop,
+) -> asyncio.AbstractEventLoop:
+    """Create and return an asyncio.BaseEventLoop instance.
+
+    The caller should also call teardown_test_loop,
+    once they are done with the loop.
+    """
+    loop = loop_factory()
+    try:
+        module = loop.__class__.__module__
+        skip_watcher = "uvloop" in module
+    except AttributeError:  # pragma: no cover
+        # Just in case
+        skip_watcher = True
+    asyncio.set_event_loop(loop)
+    if sys.platform != "win32" and not skip_watcher:
+        policy = asyncio.get_event_loop_policy()
+        watcher: asyncio.AbstractChildWatcher
+        try:  # Python >= 3.8
+            # Refs:
+            # * https://github.com/pytest-dev/pytest-xdist/issues/620
+            # * https://stackoverflow.com/a/58614689/595220
+            # * https://bugs.python.org/issue35621
+            # * https://github.com/python/cpython/pull/14344
+            watcher = asyncio.ThreadedChildWatcher()
+        except AttributeError:  # Python < 3.8
+            watcher = asyncio.SafeChildWatcher()
+        watcher.attach_loop(loop)
+        with contextlib.suppress(NotImplementedError):
+            policy.set_child_watcher(watcher)
+    return loop
+
+
+def teardown_test_loop(loop: asyncio.AbstractEventLoop, fast: bool = False) -> None:
+    """Teardown and cleanup an event_loop created by setup_test_loop."""
+    closed = loop.is_closed()
+    if not closed:
+        loop.call_soon(loop.stop)
+        loop.run_forever()
+        loop.close()
+
+    if not fast:
+        gc.collect()
+
+    asyncio.set_event_loop(None)
+
+
+def _create_app_mock() -> mock.MagicMock:
+    def get_dict(app: Any, key: str) -> Any:
+        return app.__app_dict[key]
+
+    def set_dict(app: Any, key: str, value: Any) -> None:
+        app.__app_dict[key] = value
+
+    app = mock.MagicMock(spec=Application)
+    app.__app_dict = {}
+    app.__getitem__ = get_dict
+    app.__setitem__ = set_dict
+
+    app._debug = False
+    app.on_response_prepare = Signal(app)
+    app.on_response_prepare.freeze()
+    return app
+
+
+def _create_transport(sslcontext: Optional[SSLContext] = None) -> mock.Mock:
+    transport = mock.Mock()
+
+    def get_extra_info(key: str) -> Optional[SSLContext]:
+        if key == "sslcontext":
+            return sslcontext
+        else:
+            return None
+
+    transport.get_extra_info.side_effect = get_extra_info
+    return transport
+
+
+def make_mocked_request(
+    method: str,
+    path: str,
+    headers: Any = None,
+    *,
+    match_info: Any = sentinel,
+    version: HttpVersion = HttpVersion(1, 1),
+    closing: bool = False,
+    app: Any = None,
+    writer: Any = sentinel,
+    protocol: Any = sentinel,
+    transport: Any = sentinel,
+    payload: Any = sentinel,
+    sslcontext: Optional[SSLContext] = None,
+    client_max_size: int = 1024**2,
+    loop: Any = ...,
+) -> Request:
+    """Creates mocked web.Request testing purposes.
+
+    Useful in unit tests, when spinning full web server is overkill or
+    specific conditions and errors are hard to trigger.
+    """
+    task = mock.Mock()
+    if loop is ...:
+        loop = mock.Mock()
+        loop.create_future.return_value = ()
+
+    if version < HttpVersion(1, 1):
+        closing = True
+
+    if headers:
+        headers = CIMultiDictProxy(CIMultiDict(headers))
+        raw_hdrs = tuple(
+            (k.encode("utf-8"), v.encode("utf-8")) for k, v in headers.items()
+        )
+    else:
+        headers = CIMultiDictProxy(CIMultiDict())
+        raw_hdrs = ()
+
+    chunked = "chunked" in headers.get(hdrs.TRANSFER_ENCODING, "").lower()
+
+    message = RawRequestMessage(
+        method,
+        path,
+        version,
+        headers,
+        raw_hdrs,
+        closing,
+        None,
+        False,
+        chunked,
+        URL(path),
+    )
+    if app is None:
+        app = _create_app_mock()
+
+    if transport is sentinel:
+        transport = _create_transport(sslcontext)
+
+    if protocol is sentinel:
+        protocol = mock.Mock()
+        protocol.transport = transport
+
+    if writer is sentinel:
+        writer = mock.Mock()
+        writer.write_headers = make_mocked_coro(None)
+        writer.write = make_mocked_coro(None)
+        writer.write_eof = make_mocked_coro(None)
+        writer.drain = make_mocked_coro(None)
+        writer.transport = transport
+
+    protocol.transport = transport
+    protocol.writer = writer
+
+    if payload is sentinel:
+        payload = mock.Mock()
+
+    req = Request(
+        message, payload, protocol, writer, task, loop, client_max_size=client_max_size
+    )
+
+    match_info = UrlMappingMatchInfo(
+        {} if match_info is sentinel else match_info, mock.Mock()
+    )
+    match_info.add_app(app)
+    req._match_info = match_info
+
+    return req
+
+
+def make_mocked_coro(
+    return_value: Any = sentinel, raise_exception: Any = sentinel
+) -> Any:
+    """Creates a coroutine mock."""
+
+    async def mock_coro(*args: Any, **kwargs: Any) -> Any:
+        if raise_exception is not sentinel:
+            raise raise_exception
+        if not inspect.isawaitable(return_value):
+            return return_value
+        await return_value
+
+    return mock.Mock(wraps=mock_coro)
diff --git a/venv/lib/python3.8/site-packages/aiohttp/tracing.py b/venv/lib/python3.8/site-packages/aiohttp/tracing.py
new file mode 100644
index 0000000..d5596a4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/tracing.py
@@ -0,0 +1,472 @@
+from types import SimpleNamespace
+from typing import TYPE_CHECKING, Awaitable, Optional, Type, TypeVar
+
+import attr
+from aiosignal import Signal
+from multidict import CIMultiDict
+from yarl import URL
+
+from .client_reqrep import ClientResponse
+
+if TYPE_CHECKING:  # pragma: no cover
+    from .client import ClientSession
+    from .typedefs import Protocol
+
+    _ParamT_contra = TypeVar("_ParamT_contra", contravariant=True)
+
+    class _SignalCallback(Protocol[_ParamT_contra]):
+        def __call__(
+            self,
+            __client_session: ClientSession,
+            __trace_config_ctx: SimpleNamespace,
+            __params: _ParamT_contra,
+        ) -> Awaitable[None]:
+            ...
+
+
+__all__ = (
+    "TraceConfig",
+    "TraceRequestStartParams",
+    "TraceRequestEndParams",
+    "TraceRequestExceptionParams",
+    "TraceConnectionQueuedStartParams",
+    "TraceConnectionQueuedEndParams",
+    "TraceConnectionCreateStartParams",
+    "TraceConnectionCreateEndParams",
+    "TraceConnectionReuseconnParams",
+    "TraceDnsResolveHostStartParams",
+    "TraceDnsResolveHostEndParams",
+    "TraceDnsCacheHitParams",
+    "TraceDnsCacheMissParams",
+    "TraceRequestRedirectParams",
+    "TraceRequestChunkSentParams",
+    "TraceResponseChunkReceivedParams",
+    "TraceRequestHeadersSentParams",
+)
+
+
+class TraceConfig:
+    """First-class used to trace requests launched via ClientSession objects."""
+
+    def __init__(
+        self, trace_config_ctx_factory: Type[SimpleNamespace] = SimpleNamespace
+    ) -> None:
+        self._on_request_start: Signal[
+            _SignalCallback[TraceRequestStartParams]
+        ] = Signal(self)
+        self._on_request_chunk_sent: Signal[
+            _SignalCallback[TraceRequestChunkSentParams]
+        ] = Signal(self)
+        self._on_response_chunk_received: Signal[
+            _SignalCallback[TraceResponseChunkReceivedParams]
+        ] = Signal(self)
+        self._on_request_end: Signal[_SignalCallback[TraceRequestEndParams]] = Signal(
+            self
+        )
+        self._on_request_exception: Signal[
+            _SignalCallback[TraceRequestExceptionParams]
+        ] = Signal(self)
+        self._on_request_redirect: Signal[
+            _SignalCallback[TraceRequestRedirectParams]
+        ] = Signal(self)
+        self._on_connection_queued_start: Signal[
+            _SignalCallback[TraceConnectionQueuedStartParams]
+        ] = Signal(self)
+        self._on_connection_queued_end: Signal[
+            _SignalCallback[TraceConnectionQueuedEndParams]
+        ] = Signal(self)
+        self._on_connection_create_start: Signal[
+            _SignalCallback[TraceConnectionCreateStartParams]
+        ] = Signal(self)
+        self._on_connection_create_end: Signal[
+            _SignalCallback[TraceConnectionCreateEndParams]
+        ] = Signal(self)
+        self._on_connection_reuseconn: Signal[
+            _SignalCallback[TraceConnectionReuseconnParams]
+        ] = Signal(self)
+        self._on_dns_resolvehost_start: Signal[
+            _SignalCallback[TraceDnsResolveHostStartParams]
+        ] = Signal(self)
+        self._on_dns_resolvehost_end: Signal[
+            _SignalCallback[TraceDnsResolveHostEndParams]
+        ] = Signal(self)
+        self._on_dns_cache_hit: Signal[
+            _SignalCallback[TraceDnsCacheHitParams]
+        ] = Signal(self)
+        self._on_dns_cache_miss: Signal[
+            _SignalCallback[TraceDnsCacheMissParams]
+        ] = Signal(self)
+        self._on_request_headers_sent: Signal[
+            _SignalCallback[TraceRequestHeadersSentParams]
+        ] = Signal(self)
+
+        self._trace_config_ctx_factory = trace_config_ctx_factory
+
+    def trace_config_ctx(
+        self, trace_request_ctx: Optional[SimpleNamespace] = None
+    ) -> SimpleNamespace:
+        """Return a new trace_config_ctx instance"""
+        return self._trace_config_ctx_factory(trace_request_ctx=trace_request_ctx)
+
+    def freeze(self) -> None:
+        self._on_request_start.freeze()
+        self._on_request_chunk_sent.freeze()
+        self._on_response_chunk_received.freeze()
+        self._on_request_end.freeze()
+        self._on_request_exception.freeze()
+        self._on_request_redirect.freeze()
+        self._on_connection_queued_start.freeze()
+        self._on_connection_queued_end.freeze()
+        self._on_connection_create_start.freeze()
+        self._on_connection_create_end.freeze()
+        self._on_connection_reuseconn.freeze()
+        self._on_dns_resolvehost_start.freeze()
+        self._on_dns_resolvehost_end.freeze()
+        self._on_dns_cache_hit.freeze()
+        self._on_dns_cache_miss.freeze()
+        self._on_request_headers_sent.freeze()
+
+    @property
+    def on_request_start(self) -> "Signal[_SignalCallback[TraceRequestStartParams]]":
+        return self._on_request_start
+
+    @property
+    def on_request_chunk_sent(
+        self,
+    ) -> "Signal[_SignalCallback[TraceRequestChunkSentParams]]":
+        return self._on_request_chunk_sent
+
+    @property
+    def on_response_chunk_received(
+        self,
+    ) -> "Signal[_SignalCallback[TraceResponseChunkReceivedParams]]":
+        return self._on_response_chunk_received
+
+    @property
+    def on_request_end(self) -> "Signal[_SignalCallback[TraceRequestEndParams]]":
+        return self._on_request_end
+
+    @property
+    def on_request_exception(
+        self,
+    ) -> "Signal[_SignalCallback[TraceRequestExceptionParams]]":
+        return self._on_request_exception
+
+    @property
+    def on_request_redirect(
+        self,
+    ) -> "Signal[_SignalCallback[TraceRequestRedirectParams]]":
+        return self._on_request_redirect
+
+    @property
+    def on_connection_queued_start(
+        self,
+    ) -> "Signal[_SignalCallback[TraceConnectionQueuedStartParams]]":
+        return self._on_connection_queued_start
+
+    @property
+    def on_connection_queued_end(
+        self,
+    ) -> "Signal[_SignalCallback[TraceConnectionQueuedEndParams]]":
+        return self._on_connection_queued_end
+
+    @property
+    def on_connection_create_start(
+        self,
+    ) -> "Signal[_SignalCallback[TraceConnectionCreateStartParams]]":
+        return self._on_connection_create_start
+
+    @property
+    def on_connection_create_end(
+        self,
+    ) -> "Signal[_SignalCallback[TraceConnectionCreateEndParams]]":
+        return self._on_connection_create_end
+
+    @property
+    def on_connection_reuseconn(
+        self,
+    ) -> "Signal[_SignalCallback[TraceConnectionReuseconnParams]]":
+        return self._on_connection_reuseconn
+
+    @property
+    def on_dns_resolvehost_start(
+        self,
+    ) -> "Signal[_SignalCallback[TraceDnsResolveHostStartParams]]":
+        return self._on_dns_resolvehost_start
+
+    @property
+    def on_dns_resolvehost_end(
+        self,
+    ) -> "Signal[_SignalCallback[TraceDnsResolveHostEndParams]]":
+        return self._on_dns_resolvehost_end
+
+    @property
+    def on_dns_cache_hit(self) -> "Signal[_SignalCallback[TraceDnsCacheHitParams]]":
+        return self._on_dns_cache_hit
+
+    @property
+    def on_dns_cache_miss(self) -> "Signal[_SignalCallback[TraceDnsCacheMissParams]]":
+        return self._on_dns_cache_miss
+
+    @property
+    def on_request_headers_sent(
+        self,
+    ) -> "Signal[_SignalCallback[TraceRequestHeadersSentParams]]":
+        return self._on_request_headers_sent
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceRequestStartParams:
+    """Parameters sent by the `on_request_start` signal"""
+
+    method: str
+    url: URL
+    headers: "CIMultiDict[str]"
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceRequestChunkSentParams:
+    """Parameters sent by the `on_request_chunk_sent` signal"""
+
+    method: str
+    url: URL
+    chunk: bytes
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceResponseChunkReceivedParams:
+    """Parameters sent by the `on_response_chunk_received` signal"""
+
+    method: str
+    url: URL
+    chunk: bytes
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceRequestEndParams:
+    """Parameters sent by the `on_request_end` signal"""
+
+    method: str
+    url: URL
+    headers: "CIMultiDict[str]"
+    response: ClientResponse
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceRequestExceptionParams:
+    """Parameters sent by the `on_request_exception` signal"""
+
+    method: str
+    url: URL
+    headers: "CIMultiDict[str]"
+    exception: BaseException
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceRequestRedirectParams:
+    """Parameters sent by the `on_request_redirect` signal"""
+
+    method: str
+    url: URL
+    headers: "CIMultiDict[str]"
+    response: ClientResponse
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceConnectionQueuedStartParams:
+    """Parameters sent by the `on_connection_queued_start` signal"""
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceConnectionQueuedEndParams:
+    """Parameters sent by the `on_connection_queued_end` signal"""
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceConnectionCreateStartParams:
+    """Parameters sent by the `on_connection_create_start` signal"""
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceConnectionCreateEndParams:
+    """Parameters sent by the `on_connection_create_end` signal"""
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceConnectionReuseconnParams:
+    """Parameters sent by the `on_connection_reuseconn` signal"""
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceDnsResolveHostStartParams:
+    """Parameters sent by the `on_dns_resolvehost_start` signal"""
+
+    host: str
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceDnsResolveHostEndParams:
+    """Parameters sent by the `on_dns_resolvehost_end` signal"""
+
+    host: str
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceDnsCacheHitParams:
+    """Parameters sent by the `on_dns_cache_hit` signal"""
+
+    host: str
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceDnsCacheMissParams:
+    """Parameters sent by the `on_dns_cache_miss` signal"""
+
+    host: str
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class TraceRequestHeadersSentParams:
+    """Parameters sent by the `on_request_headers_sent` signal"""
+
+    method: str
+    url: URL
+    headers: "CIMultiDict[str]"
+
+
+class Trace:
+    """Internal dependency holder class.
+
+    Used to keep together the main dependencies used
+    at the moment of send a signal.
+    """
+
+    def __init__(
+        self,
+        session: "ClientSession",
+        trace_config: TraceConfig,
+        trace_config_ctx: SimpleNamespace,
+    ) -> None:
+        self._trace_config = trace_config
+        self._trace_config_ctx = trace_config_ctx
+        self._session = session
+
+    async def send_request_start(
+        self, method: str, url: URL, headers: "CIMultiDict[str]"
+    ) -> None:
+        return await self._trace_config.on_request_start.send(
+            self._session,
+            self._trace_config_ctx,
+            TraceRequestStartParams(method, url, headers),
+        )
+
+    async def send_request_chunk_sent(
+        self, method: str, url: URL, chunk: bytes
+    ) -> None:
+        return await self._trace_config.on_request_chunk_sent.send(
+            self._session,
+            self._trace_config_ctx,
+            TraceRequestChunkSentParams(method, url, chunk),
+        )
+
+    async def send_response_chunk_received(
+        self, method: str, url: URL, chunk: bytes
+    ) -> None:
+        return await self._trace_config.on_response_chunk_received.send(
+            self._session,
+            self._trace_config_ctx,
+            TraceResponseChunkReceivedParams(method, url, chunk),
+        )
+
+    async def send_request_end(
+        self,
+        method: str,
+        url: URL,
+        headers: "CIMultiDict[str]",
+        response: ClientResponse,
+    ) -> None:
+        return await self._trace_config.on_request_end.send(
+            self._session,
+            self._trace_config_ctx,
+            TraceRequestEndParams(method, url, headers, response),
+        )
+
+    async def send_request_exception(
+        self,
+        method: str,
+        url: URL,
+        headers: "CIMultiDict[str]",
+        exception: BaseException,
+    ) -> None:
+        return await self._trace_config.on_request_exception.send(
+            self._session,
+            self._trace_config_ctx,
+            TraceRequestExceptionParams(method, url, headers, exception),
+        )
+
+    async def send_request_redirect(
+        self,
+        method: str,
+        url: URL,
+        headers: "CIMultiDict[str]",
+        response: ClientResponse,
+    ) -> None:
+        return await self._trace_config._on_request_redirect.send(
+            self._session,
+            self._trace_config_ctx,
+            TraceRequestRedirectParams(method, url, headers, response),
+        )
+
+    async def send_connection_queued_start(self) -> None:
+        return await self._trace_config.on_connection_queued_start.send(
+            self._session, self._trace_config_ctx, TraceConnectionQueuedStartParams()
+        )
+
+    async def send_connection_queued_end(self) -> None:
+        return await self._trace_config.on_connection_queued_end.send(
+            self._session, self._trace_config_ctx, TraceConnectionQueuedEndParams()
+        )
+
+    async def send_connection_create_start(self) -> None:
+        return await self._trace_config.on_connection_create_start.send(
+            self._session, self._trace_config_ctx, TraceConnectionCreateStartParams()
+        )
+
+    async def send_connection_create_end(self) -> None:
+        return await self._trace_config.on_connection_create_end.send(
+            self._session, self._trace_config_ctx, TraceConnectionCreateEndParams()
+        )
+
+    async def send_connection_reuseconn(self) -> None:
+        return await self._trace_config.on_connection_reuseconn.send(
+            self._session, self._trace_config_ctx, TraceConnectionReuseconnParams()
+        )
+
+    async def send_dns_resolvehost_start(self, host: str) -> None:
+        return await self._trace_config.on_dns_resolvehost_start.send(
+            self._session, self._trace_config_ctx, TraceDnsResolveHostStartParams(host)
+        )
+
+    async def send_dns_resolvehost_end(self, host: str) -> None:
+        return await self._trace_config.on_dns_resolvehost_end.send(
+            self._session, self._trace_config_ctx, TraceDnsResolveHostEndParams(host)
+        )
+
+    async def send_dns_cache_hit(self, host: str) -> None:
+        return await self._trace_config.on_dns_cache_hit.send(
+            self._session, self._trace_config_ctx, TraceDnsCacheHitParams(host)
+        )
+
+    async def send_dns_cache_miss(self, host: str) -> None:
+        return await self._trace_config.on_dns_cache_miss.send(
+            self._session, self._trace_config_ctx, TraceDnsCacheMissParams(host)
+        )
+
+    async def send_request_headers(
+        self, method: str, url: URL, headers: "CIMultiDict[str]"
+    ) -> None:
+        return await self._trace_config._on_request_headers_sent.send(
+            self._session,
+            self._trace_config_ctx,
+            TraceRequestHeadersSentParams(method, url, headers),
+        )
diff --git a/venv/lib/python3.8/site-packages/aiohttp/typedefs.py b/venv/lib/python3.8/site-packages/aiohttp/typedefs.py
new file mode 120000
index 0000000..799f8ec
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/typedefs.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a0/b9/c6/ddfc5c04476ee24233522d0da5c839923ab4d5c4642b6ed54a08cd9e6c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiohttp/web.py b/venv/lib/python3.8/site-packages/aiohttp/web.py
new file mode 100644
index 0000000..cefae2b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/web.py
@@ -0,0 +1,588 @@
+import asyncio
+import logging
+import socket
+import sys
+from argparse import ArgumentParser
+from collections.abc import Iterable
+from importlib import import_module
+from typing import (
+    Any,
+    Awaitable,
+    Callable,
+    Iterable as TypingIterable,
+    List,
+    Optional,
+    Set,
+    Type,
+    Union,
+    cast,
+)
+
+from .abc import AbstractAccessLogger
+from .helpers import all_tasks
+from .log import access_logger
+from .web_app import Application as Application, CleanupError as CleanupError
+from .web_exceptions import (
+    HTTPAccepted as HTTPAccepted,
+    HTTPBadGateway as HTTPBadGateway,
+    HTTPBadRequest as HTTPBadRequest,
+    HTTPClientError as HTTPClientError,
+    HTTPConflict as HTTPConflict,
+    HTTPCreated as HTTPCreated,
+    HTTPError as HTTPError,
+    HTTPException as HTTPException,
+    HTTPExpectationFailed as HTTPExpectationFailed,
+    HTTPFailedDependency as HTTPFailedDependency,
+    HTTPForbidden as HTTPForbidden,
+    HTTPFound as HTTPFound,
+    HTTPGatewayTimeout as HTTPGatewayTimeout,
+    HTTPGone as HTTPGone,
+    HTTPInsufficientStorage as HTTPInsufficientStorage,
+    HTTPInternalServerError as HTTPInternalServerError,
+    HTTPLengthRequired as HTTPLengthRequired,
+    HTTPMethodNotAllowed as HTTPMethodNotAllowed,
+    HTTPMisdirectedRequest as HTTPMisdirectedRequest,
+    HTTPMovedPermanently as HTTPMovedPermanently,
+    HTTPMultipleChoices as HTTPMultipleChoices,
+    HTTPNetworkAuthenticationRequired as HTTPNetworkAuthenticationRequired,
+    HTTPNoContent as HTTPNoContent,
+    HTTPNonAuthoritativeInformation as HTTPNonAuthoritativeInformation,
+    HTTPNotAcceptable as HTTPNotAcceptable,
+    HTTPNotExtended as HTTPNotExtended,
+    HTTPNotFound as HTTPNotFound,
+    HTTPNotImplemented as HTTPNotImplemented,
+    HTTPNotModified as HTTPNotModified,
+    HTTPOk as HTTPOk,
+    HTTPPartialContent as HTTPPartialContent,
+    HTTPPaymentRequired as HTTPPaymentRequired,
+    HTTPPermanentRedirect as HTTPPermanentRedirect,
+    HTTPPreconditionFailed as HTTPPreconditionFailed,
+    HTTPPreconditionRequired as HTTPPreconditionRequired,
+    HTTPProxyAuthenticationRequired as HTTPProxyAuthenticationRequired,
+    HTTPRedirection as HTTPRedirection,
+    HTTPRequestEntityTooLarge as HTTPRequestEntityTooLarge,
+    HTTPRequestHeaderFieldsTooLarge as HTTPRequestHeaderFieldsTooLarge,
+    HTTPRequestRangeNotSatisfiable as HTTPRequestRangeNotSatisfiable,
+    HTTPRequestTimeout as HTTPRequestTimeout,
+    HTTPRequestURITooLong as HTTPRequestURITooLong,
+    HTTPResetContent as HTTPResetContent,
+    HTTPSeeOther as HTTPSeeOther,
+    HTTPServerError as HTTPServerError,
+    HTTPServiceUnavailable as HTTPServiceUnavailable,
+    HTTPSuccessful as HTTPSuccessful,
+    HTTPTemporaryRedirect as HTTPTemporaryRedirect,
+    HTTPTooManyRequests as HTTPTooManyRequests,
+    HTTPUnauthorized as HTTPUnauthorized,
+    HTTPUnavailableForLegalReasons as HTTPUnavailableForLegalReasons,
+    HTTPUnprocessableEntity as HTTPUnprocessableEntity,
+    HTTPUnsupportedMediaType as HTTPUnsupportedMediaType,
+    HTTPUpgradeRequired as HTTPUpgradeRequired,
+    HTTPUseProxy as HTTPUseProxy,
+    HTTPVariantAlsoNegotiates as HTTPVariantAlsoNegotiates,
+    HTTPVersionNotSupported as HTTPVersionNotSupported,
+)
+from .web_fileresponse import FileResponse as FileResponse
+from .web_log import AccessLogger
+from .web_middlewares import (
+    middleware as middleware,
+    normalize_path_middleware as normalize_path_middleware,
+)
+from .web_protocol import (
+    PayloadAccessError as PayloadAccessError,
+    RequestHandler as RequestHandler,
+    RequestPayloadError as RequestPayloadError,
+)
+from .web_request import (
+    BaseRequest as BaseRequest,
+    FileField as FileField,
+    Request as Request,
+)
+from .web_response import (
+    ContentCoding as ContentCoding,
+    Response as Response,
+    StreamResponse as StreamResponse,
+    json_response as json_response,
+)
+from .web_routedef import (
+    AbstractRouteDef as AbstractRouteDef,
+    RouteDef as RouteDef,
+    RouteTableDef as RouteTableDef,
+    StaticDef as StaticDef,
+    delete as delete,
+    get as get,
+    head as head,
+    options as options,
+    patch as patch,
+    post as post,
+    put as put,
+    route as route,
+    static as static,
+    view as view,
+)
+from .web_runner import (
+    AppRunner as AppRunner,
+    BaseRunner as BaseRunner,
+    BaseSite as BaseSite,
+    GracefulExit as GracefulExit,
+    NamedPipeSite as NamedPipeSite,
+    ServerRunner as ServerRunner,
+    SockSite as SockSite,
+    TCPSite as TCPSite,
+    UnixSite as UnixSite,
+)
+from .web_server import Server as Server
+from .web_urldispatcher import (
+    AbstractResource as AbstractResource,
+    AbstractRoute as AbstractRoute,
+    DynamicResource as DynamicResource,
+    PlainResource as PlainResource,
+    PrefixedSubAppResource as PrefixedSubAppResource,
+    Resource as Resource,
+    ResourceRoute as ResourceRoute,
+    StaticResource as StaticResource,
+    UrlDispatcher as UrlDispatcher,
+    UrlMappingMatchInfo as UrlMappingMatchInfo,
+    View as View,
+)
+from .web_ws import (
+    WebSocketReady as WebSocketReady,
+    WebSocketResponse as WebSocketResponse,
+    WSMsgType as WSMsgType,
+)
+
+__all__ = (
+    # web_app
+    "Application",
+    "CleanupError",
+    # web_exceptions
+    "HTTPAccepted",
+    "HTTPBadGateway",
+    "HTTPBadRequest",
+    "HTTPClientError",
+    "HTTPConflict",
+    "HTTPCreated",
+    "HTTPError",
+    "HTTPException",
+    "HTTPExpectationFailed",
+    "HTTPFailedDependency",
+    "HTTPForbidden",
+    "HTTPFound",
+    "HTTPGatewayTimeout",
+    "HTTPGone",
+    "HTTPInsufficientStorage",
+    "HTTPInternalServerError",
+    "HTTPLengthRequired",
+    "HTTPMethodNotAllowed",
+    "HTTPMisdirectedRequest",
+    "HTTPMovedPermanently",
+    "HTTPMultipleChoices",
+    "HTTPNetworkAuthenticationRequired",
+    "HTTPNoContent",
+    "HTTPNonAuthoritativeInformation",
+    "HTTPNotAcceptable",
+    "HTTPNotExtended",
+    "HTTPNotFound",
+    "HTTPNotImplemented",
+    "HTTPNotModified",
+    "HTTPOk",
+    "HTTPPartialContent",
+    "HTTPPaymentRequired",
+    "HTTPPermanentRedirect",
+    "HTTPPreconditionFailed",
+    "HTTPPreconditionRequired",
+    "HTTPProxyAuthenticationRequired",
+    "HTTPRedirection",
+    "HTTPRequestEntityTooLarge",
+    "HTTPRequestHeaderFieldsTooLarge",
+    "HTTPRequestRangeNotSatisfiable",
+    "HTTPRequestTimeout",
+    "HTTPRequestURITooLong",
+    "HTTPResetContent",
+    "HTTPSeeOther",
+    "HTTPServerError",
+    "HTTPServiceUnavailable",
+    "HTTPSuccessful",
+    "HTTPTemporaryRedirect",
+    "HTTPTooManyRequests",
+    "HTTPUnauthorized",
+    "HTTPUnavailableForLegalReasons",
+    "HTTPUnprocessableEntity",
+    "HTTPUnsupportedMediaType",
+    "HTTPUpgradeRequired",
+    "HTTPUseProxy",
+    "HTTPVariantAlsoNegotiates",
+    "HTTPVersionNotSupported",
+    # web_fileresponse
+    "FileResponse",
+    # web_middlewares
+    "middleware",
+    "normalize_path_middleware",
+    # web_protocol
+    "PayloadAccessError",
+    "RequestHandler",
+    "RequestPayloadError",
+    # web_request
+    "BaseRequest",
+    "FileField",
+    "Request",
+    # web_response
+    "ContentCoding",
+    "Response",
+    "StreamResponse",
+    "json_response",
+    # web_routedef
+    "AbstractRouteDef",
+    "RouteDef",
+    "RouteTableDef",
+    "StaticDef",
+    "delete",
+    "get",
+    "head",
+    "options",
+    "patch",
+    "post",
+    "put",
+    "route",
+    "static",
+    "view",
+    # web_runner
+    "AppRunner",
+    "BaseRunner",
+    "BaseSite",
+    "GracefulExit",
+    "ServerRunner",
+    "SockSite",
+    "TCPSite",
+    "UnixSite",
+    "NamedPipeSite",
+    # web_server
+    "Server",
+    # web_urldispatcher
+    "AbstractResource",
+    "AbstractRoute",
+    "DynamicResource",
+    "PlainResource",
+    "PrefixedSubAppResource",
+    "Resource",
+    "ResourceRoute",
+    "StaticResource",
+    "UrlDispatcher",
+    "UrlMappingMatchInfo",
+    "View",
+    # web_ws
+    "WebSocketReady",
+    "WebSocketResponse",
+    "WSMsgType",
+    # web
+    "run_app",
+)
+
+
+try:
+    from ssl import SSLContext
+except ImportError:  # pragma: no cover
+    SSLContext = Any  # type: ignore[misc,assignment]
+
+HostSequence = TypingIterable[str]
+
+
+async def _run_app(
+    app: Union[Application, Awaitable[Application]],
+    *,
+    host: Optional[Union[str, HostSequence]] = None,
+    port: Optional[int] = None,
+    path: Optional[str] = None,
+    sock: Optional[Union[socket.socket, TypingIterable[socket.socket]]] = None,
+    shutdown_timeout: float = 60.0,
+    keepalive_timeout: float = 75.0,
+    ssl_context: Optional[SSLContext] = None,
+    print: Callable[..., None] = print,
+    backlog: int = 128,
+    access_log_class: Type[AbstractAccessLogger] = AccessLogger,
+    access_log_format: str = AccessLogger.LOG_FORMAT,
+    access_log: Optional[logging.Logger] = access_logger,
+    handle_signals: bool = True,
+    reuse_address: Optional[bool] = None,
+    reuse_port: Optional[bool] = None,
+) -> None:
+    # A internal functio to actually do all dirty job for application running
+    if asyncio.iscoroutine(app):
+        app = await app  # type: ignore[misc]
+
+    app = cast(Application, app)
+
+    runner = AppRunner(
+        app,
+        handle_signals=handle_signals,
+        access_log_class=access_log_class,
+        access_log_format=access_log_format,
+        access_log=access_log,
+        keepalive_timeout=keepalive_timeout,
+    )
+
+    await runner.setup()
+
+    sites: List[BaseSite] = []
+
+    try:
+        if host is not None:
+            if isinstance(host, (str, bytes, bytearray, memoryview)):
+                sites.append(
+                    TCPSite(
+                        runner,
+                        host,
+                        port,
+                        shutdown_timeout=shutdown_timeout,
+                        ssl_context=ssl_context,
+                        backlog=backlog,
+                        reuse_address=reuse_address,
+                        reuse_port=reuse_port,
+                    )
+                )
+            else:
+                for h in host:
+                    sites.append(
+                        TCPSite(
+                            runner,
+                            h,
+                            port,
+                            shutdown_timeout=shutdown_timeout,
+                            ssl_context=ssl_context,
+                            backlog=backlog,
+                            reuse_address=reuse_address,
+                            reuse_port=reuse_port,
+                        )
+                    )
+        elif path is None and sock is None or port is not None:
+            sites.append(
+                TCPSite(
+                    runner,
+                    port=port,
+                    shutdown_timeout=shutdown_timeout,
+                    ssl_context=ssl_context,
+                    backlog=backlog,
+                    reuse_address=reuse_address,
+                    reuse_port=reuse_port,
+                )
+            )
+
+        if path is not None:
+            if isinstance(path, (str, bytes, bytearray, memoryview)):
+                sites.append(
+                    UnixSite(
+                        runner,
+                        path,
+                        shutdown_timeout=shutdown_timeout,
+                        ssl_context=ssl_context,
+                        backlog=backlog,
+                    )
+                )
+            else:
+                for p in path:
+                    sites.append(
+                        UnixSite(
+                            runner,
+                            p,
+                            shutdown_timeout=shutdown_timeout,
+                            ssl_context=ssl_context,
+                            backlog=backlog,
+                        )
+                    )
+
+        if sock is not None:
+            if not isinstance(sock, Iterable):
+                sites.append(
+                    SockSite(
+                        runner,
+                        sock,
+                        shutdown_timeout=shutdown_timeout,
+                        ssl_context=ssl_context,
+                        backlog=backlog,
+                    )
+                )
+            else:
+                for s in sock:
+                    sites.append(
+                        SockSite(
+                            runner,
+                            s,
+                            shutdown_timeout=shutdown_timeout,
+                            ssl_context=ssl_context,
+                            backlog=backlog,
+                        )
+                    )
+        for site in sites:
+            await site.start()
+
+        if print:  # pragma: no branch
+            names = sorted(str(s.name) for s in runner.sites)
+            print(
+                "======== Running on {} ========\n"
+                "(Press CTRL+C to quit)".format(", ".join(names))
+            )
+
+        # sleep forever by 1 hour intervals,
+        # on Windows before Python 3.8 wake up every 1 second to handle
+        # Ctrl+C smoothly
+        if sys.platform == "win32" and sys.version_info < (3, 8):
+            delay = 1
+        else:
+            delay = 3600
+
+        while True:
+            await asyncio.sleep(delay)
+    finally:
+        await runner.cleanup()
+
+
+def _cancel_tasks(
+    to_cancel: Set["asyncio.Task[Any]"], loop: asyncio.AbstractEventLoop
+) -> None:
+    if not to_cancel:
+        return
+
+    for task in to_cancel:
+        task.cancel()
+
+    loop.run_until_complete(asyncio.gather(*to_cancel, return_exceptions=True))
+
+    for task in to_cancel:
+        if task.cancelled():
+            continue
+        if task.exception() is not None:
+            loop.call_exception_handler(
+                {
+                    "message": "unhandled exception during asyncio.run() shutdown",
+                    "exception": task.exception(),
+                    "task": task,
+                }
+            )
+
+
+def run_app(
+    app: Union[Application, Awaitable[Application]],
+    *,
+    host: Optional[Union[str, HostSequence]] = None,
+    port: Optional[int] = None,
+    path: Optional[str] = None,
+    sock: Optional[Union[socket.socket, TypingIterable[socket.socket]]] = None,
+    shutdown_timeout: float = 60.0,
+    keepalive_timeout: float = 75.0,
+    ssl_context: Optional[SSLContext] = None,
+    print: Callable[..., None] = print,
+    backlog: int = 128,
+    access_log_class: Type[AbstractAccessLogger] = AccessLogger,
+    access_log_format: str = AccessLogger.LOG_FORMAT,
+    access_log: Optional[logging.Logger] = access_logger,
+    handle_signals: bool = True,
+    reuse_address: Optional[bool] = None,
+    reuse_port: Optional[bool] = None,
+    loop: Optional[asyncio.AbstractEventLoop] = None,
+) -> None:
+    """Run an app locally"""
+    if loop is None:
+        loop = asyncio.new_event_loop()
+
+    # Configure if and only if in debugging mode and using the default logger
+    if loop.get_debug() and access_log and access_log.name == "aiohttp.access":
+        if access_log.level == logging.NOTSET:
+            access_log.setLevel(logging.DEBUG)
+        if not access_log.hasHandlers():
+            access_log.addHandler(logging.StreamHandler())
+
+    main_task = loop.create_task(
+        _run_app(
+            app,
+            host=host,
+            port=port,
+            path=path,
+            sock=sock,
+            shutdown_timeout=shutdown_timeout,
+            keepalive_timeout=keepalive_timeout,
+            ssl_context=ssl_context,
+            print=print,
+            backlog=backlog,
+            access_log_class=access_log_class,
+            access_log_format=access_log_format,
+            access_log=access_log,
+            handle_signals=handle_signals,
+            reuse_address=reuse_address,
+            reuse_port=reuse_port,
+        )
+    )
+
+    try:
+        asyncio.set_event_loop(loop)
+        loop.run_until_complete(main_task)
+    except (GracefulExit, KeyboardInterrupt):  # pragma: no cover
+        pass
+    finally:
+        _cancel_tasks({main_task}, loop)
+        _cancel_tasks(all_tasks(loop), loop)
+        loop.run_until_complete(loop.shutdown_asyncgens())
+        loop.close()
+
+
+def main(argv: List[str]) -> None:
+    arg_parser = ArgumentParser(
+        description="aiohttp.web Application server", prog="aiohttp.web"
+    )
+    arg_parser.add_argument(
+        "entry_func",
+        help=(
+            "Callable returning the `aiohttp.web.Application` instance to "
+            "run. Should be specified in the 'module:function' syntax."
+        ),
+        metavar="entry-func",
+    )
+    arg_parser.add_argument(
+        "-H",
+        "--hostname",
+        help="TCP/IP hostname to serve on (default: %(default)r)",
+        default="localhost",
+    )
+    arg_parser.add_argument(
+        "-P",
+        "--port",
+        help="TCP/IP port to serve on (default: %(default)r)",
+        type=int,
+        default="8080",
+    )
+    arg_parser.add_argument(
+        "-U",
+        "--path",
+        help="Unix file system path to serve on. Specifying a path will cause "
+        "hostname and port arguments to be ignored.",
+    )
+    args, extra_argv = arg_parser.parse_known_args(argv)
+
+    # Import logic
+    mod_str, _, func_str = args.entry_func.partition(":")
+    if not func_str or not mod_str:
+        arg_parser.error("'entry-func' not in 'module:function' syntax")
+    if mod_str.startswith("."):
+        arg_parser.error("relative module names not supported")
+    try:
+        module = import_module(mod_str)
+    except ImportError as ex:
+        arg_parser.error(f"unable to import {mod_str}: {ex}")
+    try:
+        func = getattr(module, func_str)
+    except AttributeError:
+        arg_parser.error(f"module {mod_str!r} has no attribute {func_str!r}")
+
+    # Compatibility logic
+    if args.path is not None and not hasattr(socket, "AF_UNIX"):
+        arg_parser.error(
+            "file system paths not supported by your operating" " environment"
+        )
+
+    logging.basicConfig(level=logging.DEBUG)
+
+    app = func(extra_argv)
+    run_app(app, host=args.hostname, port=args.port, path=args.path)
+    arg_parser.exit(message="Stopped\n")
+
+
+if __name__ == "__main__":  # pragma: no branch
+    main(sys.argv[1:])  # pragma: no cover
diff --git a/venv/lib/python3.8/site-packages/aiohttp/web_app.py b/venv/lib/python3.8/site-packages/aiohttp/web_app.py
new file mode 100644
index 0000000..8fd4471
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/web_app.py
@@ -0,0 +1,557 @@
+import asyncio
+import logging
+import warnings
+from functools import partial, update_wrapper
+from typing import (
+    TYPE_CHECKING,
+    Any,
+    AsyncIterator,
+    Awaitable,
+    Callable,
+    Dict,
+    Iterable,
+    Iterator,
+    List,
+    Mapping,
+    MutableMapping,
+    Optional,
+    Sequence,
+    Tuple,
+    Type,
+    Union,
+    cast,
+)
+
+from aiosignal import Signal
+from frozenlist import FrozenList
+
+from . import hdrs
+from .abc import (
+    AbstractAccessLogger,
+    AbstractMatchInfo,
+    AbstractRouter,
+    AbstractStreamWriter,
+)
+from .helpers import DEBUG
+from .http_parser import RawRequestMessage
+from .log import web_logger
+from .streams import StreamReader
+from .web_log import AccessLogger
+from .web_middlewares import _fix_request_current_app
+from .web_protocol import RequestHandler
+from .web_request import Request
+from .web_response import StreamResponse
+from .web_routedef import AbstractRouteDef
+from .web_server import Server
+from .web_urldispatcher import (
+    AbstractResource,
+    AbstractRoute,
+    Domain,
+    MaskDomain,
+    MatchedSubAppResource,
+    PrefixedSubAppResource,
+    UrlDispatcher,
+)
+
+__all__ = ("Application", "CleanupError")
+
+
+if TYPE_CHECKING:  # pragma: no cover
+    from .typedefs import Handler
+
+    _AppSignal = Signal[Callable[["Application"], Awaitable[None]]]
+    _RespPrepareSignal = Signal[Callable[[Request, StreamResponse], Awaitable[None]]]
+    _Middleware = Union[
+        Callable[[Request, Handler], Awaitable[StreamResponse]],
+        Callable[["Application", Handler], Awaitable[Handler]],  # old-style
+    ]
+    _Middlewares = FrozenList[_Middleware]
+    _MiddlewaresHandlers = Optional[Sequence[Tuple[_Middleware, bool]]]
+    _Subapps = List["Application"]
+else:
+    # No type checker mode, skip types
+    _AppSignal = Signal
+    _RespPrepareSignal = Signal
+    _Middleware = Callable
+    _Middlewares = FrozenList
+    _MiddlewaresHandlers = Optional[Sequence]
+    _Subapps = List
+
+
+class Application(MutableMapping[str, Any]):
+    ATTRS = frozenset(
+        [
+            "logger",
+            "_debug",
+            "_router",
+            "_loop",
+            "_handler_args",
+            "_middlewares",
+            "_middlewares_handlers",
+            "_run_middlewares",
+            "_state",
+            "_frozen",
+            "_pre_frozen",
+            "_subapps",
+            "_on_response_prepare",
+            "_on_startup",
+            "_on_shutdown",
+            "_on_cleanup",
+            "_client_max_size",
+            "_cleanup_ctx",
+        ]
+    )
+
+    def __init__(
+        self,
+        *,
+        logger: logging.Logger = web_logger,
+        router: Optional[UrlDispatcher] = None,
+        middlewares: Iterable[_Middleware] = (),
+        handler_args: Optional[Mapping[str, Any]] = None,
+        client_max_size: int = 1024**2,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+        debug: Any = ...,  # mypy doesn't support ellipsis
+    ) -> None:
+        if router is None:
+            router = UrlDispatcher()
+        else:
+            warnings.warn(
+                "router argument is deprecated", DeprecationWarning, stacklevel=2
+            )
+        assert isinstance(router, AbstractRouter), router
+
+        if loop is not None:
+            warnings.warn(
+                "loop argument is deprecated", DeprecationWarning, stacklevel=2
+            )
+
+        if debug is not ...:
+            warnings.warn(
+                "debug argument is deprecated", DeprecationWarning, stacklevel=2
+            )
+        self._debug = debug
+        self._router: UrlDispatcher = router
+        self._loop = loop
+        self._handler_args = handler_args
+        self.logger = logger
+
+        self._middlewares: _Middlewares = FrozenList(middlewares)
+
+        # initialized on freezing
+        self._middlewares_handlers: _MiddlewaresHandlers = None
+        # initialized on freezing
+        self._run_middlewares: Optional[bool] = None
+
+        self._state: Dict[str, Any] = {}
+        self._frozen = False
+        self._pre_frozen = False
+        self._subapps: _Subapps = []
+
+        self._on_response_prepare: _RespPrepareSignal = Signal(self)
+        self._on_startup: _AppSignal = Signal(self)
+        self._on_shutdown: _AppSignal = Signal(self)
+        self._on_cleanup: _AppSignal = Signal(self)
+        self._cleanup_ctx = CleanupContext()
+        self._on_startup.append(self._cleanup_ctx._on_startup)
+        self._on_cleanup.append(self._cleanup_ctx._on_cleanup)
+        self._client_max_size = client_max_size
+
+    def __init_subclass__(cls: Type["Application"]) -> None:
+        warnings.warn(
+            "Inheritance class {} from web.Application "
+            "is discouraged".format(cls.__name__),
+            DeprecationWarning,
+            stacklevel=2,
+        )
+
+    if DEBUG:  # pragma: no cover
+
+        def __setattr__(self, name: str, val: Any) -> None:
+            if name not in self.ATTRS:
+                warnings.warn(
+                    "Setting custom web.Application.{} attribute "
+                    "is discouraged".format(name),
+                    DeprecationWarning,
+                    stacklevel=2,
+                )
+            super().__setattr__(name, val)
+
+    # MutableMapping API
+
+    def __eq__(self, other: object) -> bool:
+        return self is other
+
+    def __getitem__(self, key: str) -> Any:
+        return self._state[key]
+
+    def _check_frozen(self) -> None:
+        if self._frozen:
+            warnings.warn(
+                "Changing state of started or joined " "application is deprecated",
+                DeprecationWarning,
+                stacklevel=3,
+            )
+
+    def __setitem__(self, key: str, value: Any) -> None:
+        self._check_frozen()
+        self._state[key] = value
+
+    def __delitem__(self, key: str) -> None:
+        self._check_frozen()
+        del self._state[key]
+
+    def __len__(self) -> int:
+        return len(self._state)
+
+    def __iter__(self) -> Iterator[str]:
+        return iter(self._state)
+
+    ########
+    @property
+    def loop(self) -> asyncio.AbstractEventLoop:
+        # Technically the loop can be None
+        # but we mask it by explicit type cast
+        # to provide more convinient type annotation
+        warnings.warn("loop property is deprecated", DeprecationWarning, stacklevel=2)
+        return cast(asyncio.AbstractEventLoop, self._loop)
+
+    def _set_loop(self, loop: Optional[asyncio.AbstractEventLoop]) -> None:
+        if loop is None:
+            loop = asyncio.get_event_loop()
+        if self._loop is not None and self._loop is not loop:
+            raise RuntimeError(
+                "web.Application instance initialized with different loop"
+            )
+
+        self._loop = loop
+
+        # set loop debug
+        if self._debug is ...:
+            self._debug = loop.get_debug()
+
+        # set loop to sub applications
+        for subapp in self._subapps:
+            subapp._set_loop(loop)
+
+    @property
+    def pre_frozen(self) -> bool:
+        return self._pre_frozen
+
+    def pre_freeze(self) -> None:
+        if self._pre_frozen:
+            return
+
+        self._pre_frozen = True
+        self._middlewares.freeze()
+        self._router.freeze()
+        self._on_response_prepare.freeze()
+        self._cleanup_ctx.freeze()
+        self._on_startup.freeze()
+        self._on_shutdown.freeze()
+        self._on_cleanup.freeze()
+        self._middlewares_handlers = tuple(self._prepare_middleware())
+
+        # If current app and any subapp do not have middlewares avoid run all
+        # of the code footprint that it implies, which have a middleware
+        # hardcoded per app that sets up the current_app attribute. If no
+        # middlewares are configured the handler will receive the proper
+        # current_app without needing all of this code.
+        self._run_middlewares = True if self.middlewares else False
+
+        for subapp in self._subapps:
+            subapp.pre_freeze()
+            self._run_middlewares = self._run_middlewares or subapp._run_middlewares
+
+    @property
+    def frozen(self) -> bool:
+        return self._frozen
+
+    def freeze(self) -> None:
+        if self._frozen:
+            return
+
+        self.pre_freeze()
+        self._frozen = True
+        for subapp in self._subapps:
+            subapp.freeze()
+
+    @property
+    def debug(self) -> bool:
+        warnings.warn("debug property is deprecated", DeprecationWarning, stacklevel=2)
+        return self._debug  # type: ignore[no-any-return]
+
+    def _reg_subapp_signals(self, subapp: "Application") -> None:
+        def reg_handler(signame: str) -> None:
+            subsig = getattr(subapp, signame)
+
+            async def handler(app: "Application") -> None:
+                await subsig.send(subapp)
+
+            appsig = getattr(self, signame)
+            appsig.append(handler)
+
+        reg_handler("on_startup")
+        reg_handler("on_shutdown")
+        reg_handler("on_cleanup")
+
+    def add_subapp(self, prefix: str, subapp: "Application") -> AbstractResource:
+        if not isinstance(prefix, str):
+            raise TypeError("Prefix must be str")
+        prefix = prefix.rstrip("/")
+        if not prefix:
+            raise ValueError("Prefix cannot be empty")
+        factory = partial(PrefixedSubAppResource, prefix, subapp)
+        return self._add_subapp(factory, subapp)
+
+    def _add_subapp(
+        self, resource_factory: Callable[[], AbstractResource], subapp: "Application"
+    ) -> AbstractResource:
+        if self.frozen:
+            raise RuntimeError("Cannot add sub application to frozen application")
+        if subapp.frozen:
+            raise RuntimeError("Cannot add frozen application")
+        resource = resource_factory()
+        self.router.register_resource(resource)
+        self._reg_subapp_signals(subapp)
+        self._subapps.append(subapp)
+        subapp.pre_freeze()
+        if self._loop is not None:
+            subapp._set_loop(self._loop)
+        return resource
+
+    def add_domain(self, domain: str, subapp: "Application") -> AbstractResource:
+        if not isinstance(domain, str):
+            raise TypeError("Domain must be str")
+        elif "*" in domain:
+            rule: Domain = MaskDomain(domain)
+        else:
+            rule = Domain(domain)
+        factory = partial(MatchedSubAppResource, rule, subapp)
+        return self._add_subapp(factory, subapp)
+
+    def add_routes(self, routes: Iterable[AbstractRouteDef]) -> List[AbstractRoute]:
+        return self.router.add_routes(routes)
+
+    @property
+    def on_response_prepare(self) -> _RespPrepareSignal:
+        return self._on_response_prepare
+
+    @property
+    def on_startup(self) -> _AppSignal:
+        return self._on_startup
+
+    @property
+    def on_shutdown(self) -> _AppSignal:
+        return self._on_shutdown
+
+    @property
+    def on_cleanup(self) -> _AppSignal:
+        return self._on_cleanup
+
+    @property
+    def cleanup_ctx(self) -> "CleanupContext":
+        return self._cleanup_ctx
+
+    @property
+    def router(self) -> UrlDispatcher:
+        return self._router
+
+    @property
+    def middlewares(self) -> _Middlewares:
+        return self._middlewares
+
+    def _make_handler(
+        self,
+        *,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+        access_log_class: Type[AbstractAccessLogger] = AccessLogger,
+        **kwargs: Any,
+    ) -> Server:
+
+        if not issubclass(access_log_class, AbstractAccessLogger):
+            raise TypeError(
+                "access_log_class must be subclass of "
+                "aiohttp.abc.AbstractAccessLogger, got {}".format(access_log_class)
+            )
+
+        self._set_loop(loop)
+        self.freeze()
+
+        kwargs["debug"] = self._debug
+        kwargs["access_log_class"] = access_log_class
+        if self._handler_args:
+            for k, v in self._handler_args.items():
+                kwargs[k] = v
+
+        return Server(
+            self._handle,  # type: ignore[arg-type]
+            request_factory=self._make_request,
+            loop=self._loop,
+            **kwargs,
+        )
+
+    def make_handler(
+        self,
+        *,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+        access_log_class: Type[AbstractAccessLogger] = AccessLogger,
+        **kwargs: Any,
+    ) -> Server:
+
+        warnings.warn(
+            "Application.make_handler(...) is deprecated, " "use AppRunner API instead",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+
+        return self._make_handler(
+            loop=loop, access_log_class=access_log_class, **kwargs
+        )
+
+    async def startup(self) -> None:
+        """Causes on_startup signal
+
+        Should be called in the event loop along with the request handler.
+        """
+        await self.on_startup.send(self)
+
+    async def shutdown(self) -> None:
+        """Causes on_shutdown signal
+
+        Should be called before cleanup()
+        """
+        await self.on_shutdown.send(self)
+
+    async def cleanup(self) -> None:
+        """Causes on_cleanup signal
+
+        Should be called after shutdown()
+        """
+        if self.on_cleanup.frozen:
+            await self.on_cleanup.send(self)
+        else:
+            # If an exception occurs in startup, ensure cleanup contexts are completed.
+            await self._cleanup_ctx._on_cleanup(self)
+
+    def _make_request(
+        self,
+        message: RawRequestMessage,
+        payload: StreamReader,
+        protocol: RequestHandler,
+        writer: AbstractStreamWriter,
+        task: "asyncio.Task[None]",
+        _cls: Type[Request] = Request,
+    ) -> Request:
+        return _cls(
+            message,
+            payload,
+            protocol,
+            writer,
+            task,
+            self._loop,
+            client_max_size=self._client_max_size,
+        )
+
+    def _prepare_middleware(self) -> Iterator[Tuple[_Middleware, bool]]:
+        for m in reversed(self._middlewares):
+            if getattr(m, "__middleware_version__", None) == 1:
+                yield m, True
+            else:
+                warnings.warn(
+                    'old-style middleware "{!r}" deprecated, ' "see #2252".format(m),
+                    DeprecationWarning,
+                    stacklevel=2,
+                )
+                yield m, False
+
+        yield _fix_request_current_app(self), True
+
+    async def _handle(self, request: Request) -> StreamResponse:
+        loop = asyncio.get_event_loop()
+        debug = loop.get_debug()
+        match_info = await self._router.resolve(request)
+        if debug:  # pragma: no cover
+            if not isinstance(match_info, AbstractMatchInfo):
+                raise TypeError(
+                    "match_info should be AbstractMatchInfo "
+                    "instance, not {!r}".format(match_info)
+                )
+        match_info.add_app(self)
+
+        match_info.freeze()
+
+        resp = None
+        request._match_info = match_info
+        expect = request.headers.get(hdrs.EXPECT)
+        if expect:
+            resp = await match_info.expect_handler(request)
+            await request.writer.drain()
+
+        if resp is None:
+            handler = match_info.handler
+
+            if self._run_middlewares:
+                for app in match_info.apps[::-1]:
+                    for m, new_style in app._middlewares_handlers:  # type: ignore[union-attr] # noqa
+                        if new_style:
+                            handler = update_wrapper(
+                                partial(m, handler=handler), handler
+                            )
+                        else:
+                            handler = await m(app, handler)  # type: ignore[arg-type]
+
+            resp = await handler(request)
+
+        return resp
+
+    def __call__(self) -> "Application":
+        """gunicorn compatibility"""
+        return self
+
+    def __repr__(self) -> str:
+        return f"<Application 0x{id(self):x}>"
+
+    def __bool__(self) -> bool:
+        return True
+
+
+class CleanupError(RuntimeError):
+    @property
+    def exceptions(self) -> List[BaseException]:
+        return cast(List[BaseException], self.args[1])
+
+
+if TYPE_CHECKING:  # pragma: no cover
+    _CleanupContextBase = FrozenList[Callable[[Application], AsyncIterator[None]]]
+else:
+    _CleanupContextBase = FrozenList
+
+
+class CleanupContext(_CleanupContextBase):
+    def __init__(self) -> None:
+        super().__init__()
+        self._exits: List[AsyncIterator[None]] = []
+
+    async def _on_startup(self, app: Application) -> None:
+        for cb in self:
+            it = cb(app).__aiter__()
+            await it.__anext__()
+            self._exits.append(it)
+
+    async def _on_cleanup(self, app: Application) -> None:
+        errors = []
+        for it in reversed(self._exits):
+            try:
+                await it.__anext__()
+            except StopAsyncIteration:
+                pass
+            except Exception as exc:
+                errors.append(exc)
+            else:
+                errors.append(RuntimeError(f"{it!r} has more than one 'yield'"))
+        if errors:
+            if len(errors) == 1:
+                raise errors[0]
+            else:
+                raise CleanupError("Multiple errors on cleanup stage", errors)
diff --git a/venv/lib/python3.8/site-packages/aiohttp/web_exceptions.py b/venv/lib/python3.8/site-packages/aiohttp/web_exceptions.py
new file mode 100644
index 0000000..ae706a1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/web_exceptions.py
@@ -0,0 +1,441 @@
+import warnings
+from typing import Any, Dict, Iterable, List, Optional, Set  # noqa
+
+from yarl import URL
+
+from .typedefs import LooseHeaders, StrOrURL
+from .web_response import Response
+
+__all__ = (
+    "HTTPException",
+    "HTTPError",
+    "HTTPRedirection",
+    "HTTPSuccessful",
+    "HTTPOk",
+    "HTTPCreated",
+    "HTTPAccepted",
+    "HTTPNonAuthoritativeInformation",
+    "HTTPNoContent",
+    "HTTPResetContent",
+    "HTTPPartialContent",
+    "HTTPMultipleChoices",
+    "HTTPMovedPermanently",
+    "HTTPFound",
+    "HTTPSeeOther",
+    "HTTPNotModified",
+    "HTTPUseProxy",
+    "HTTPTemporaryRedirect",
+    "HTTPPermanentRedirect",
+    "HTTPClientError",
+    "HTTPBadRequest",
+    "HTTPUnauthorized",
+    "HTTPPaymentRequired",
+    "HTTPForbidden",
+    "HTTPNotFound",
+    "HTTPMethodNotAllowed",
+    "HTTPNotAcceptable",
+    "HTTPProxyAuthenticationRequired",
+    "HTTPRequestTimeout",
+    "HTTPConflict",
+    "HTTPGone",
+    "HTTPLengthRequired",
+    "HTTPPreconditionFailed",
+    "HTTPRequestEntityTooLarge",
+    "HTTPRequestURITooLong",
+    "HTTPUnsupportedMediaType",
+    "HTTPRequestRangeNotSatisfiable",
+    "HTTPExpectationFailed",
+    "HTTPMisdirectedRequest",
+    "HTTPUnprocessableEntity",
+    "HTTPFailedDependency",
+    "HTTPUpgradeRequired",
+    "HTTPPreconditionRequired",
+    "HTTPTooManyRequests",
+    "HTTPRequestHeaderFieldsTooLarge",
+    "HTTPUnavailableForLegalReasons",
+    "HTTPServerError",
+    "HTTPInternalServerError",
+    "HTTPNotImplemented",
+    "HTTPBadGateway",
+    "HTTPServiceUnavailable",
+    "HTTPGatewayTimeout",
+    "HTTPVersionNotSupported",
+    "HTTPVariantAlsoNegotiates",
+    "HTTPInsufficientStorage",
+    "HTTPNotExtended",
+    "HTTPNetworkAuthenticationRequired",
+)
+
+
+############################################################
+# HTTP Exceptions
+############################################################
+
+
+class HTTPException(Response, Exception):
+
+    # You should set in subclasses:
+    # status = 200
+
+    status_code = -1
+    empty_body = False
+
+    __http_exception__ = True
+
+    def __init__(
+        self,
+        *,
+        headers: Optional[LooseHeaders] = None,
+        reason: Optional[str] = None,
+        body: Any = None,
+        text: Optional[str] = None,
+        content_type: Optional[str] = None,
+    ) -> None:
+        if body is not None:
+            warnings.warn(
+                "body argument is deprecated for http web exceptions",
+                DeprecationWarning,
+            )
+        Response.__init__(
+            self,
+            status=self.status_code,
+            headers=headers,
+            reason=reason,
+            body=body,
+            text=text,
+            content_type=content_type,
+        )
+        Exception.__init__(self, self.reason)
+        if self.body is None and not self.empty_body:
+            self.text = f"{self.status}: {self.reason}"
+
+    def __bool__(self) -> bool:
+        return True
+
+
+class HTTPError(HTTPException):
+    """Base class for exceptions with status codes in the 400s and 500s."""
+
+
+class HTTPRedirection(HTTPException):
+    """Base class for exceptions with status codes in the 300s."""
+
+
+class HTTPSuccessful(HTTPException):
+    """Base class for exceptions with status codes in the 200s."""
+
+
+class HTTPOk(HTTPSuccessful):
+    status_code = 200
+
+
+class HTTPCreated(HTTPSuccessful):
+    status_code = 201
+
+
+class HTTPAccepted(HTTPSuccessful):
+    status_code = 202
+
+
+class HTTPNonAuthoritativeInformation(HTTPSuccessful):
+    status_code = 203
+
+
+class HTTPNoContent(HTTPSuccessful):
+    status_code = 204
+    empty_body = True
+
+
+class HTTPResetContent(HTTPSuccessful):
+    status_code = 205
+    empty_body = True
+
+
+class HTTPPartialContent(HTTPSuccessful):
+    status_code = 206
+
+
+############################################################
+# 3xx redirection
+############################################################
+
+
+class _HTTPMove(HTTPRedirection):
+    def __init__(
+        self,
+        location: StrOrURL,
+        *,
+        headers: Optional[LooseHeaders] = None,
+        reason: Optional[str] = None,
+        body: Any = None,
+        text: Optional[str] = None,
+        content_type: Optional[str] = None,
+    ) -> None:
+        if not location:
+            raise ValueError("HTTP redirects need a location to redirect to.")
+        super().__init__(
+            headers=headers,
+            reason=reason,
+            body=body,
+            text=text,
+            content_type=content_type,
+        )
+        self.headers["Location"] = str(URL(location))
+        self.location = location
+
+
+class HTTPMultipleChoices(_HTTPMove):
+    status_code = 300
+
+
+class HTTPMovedPermanently(_HTTPMove):
+    status_code = 301
+
+
+class HTTPFound(_HTTPMove):
+    status_code = 302
+
+
+# This one is safe after a POST (the redirected location will be
+# retrieved with GET):
+class HTTPSeeOther(_HTTPMove):
+    status_code = 303
+
+
+class HTTPNotModified(HTTPRedirection):
+    # FIXME: this should include a date or etag header
+    status_code = 304
+    empty_body = True
+
+
+class HTTPUseProxy(_HTTPMove):
+    # Not a move, but looks a little like one
+    status_code = 305
+
+
+class HTTPTemporaryRedirect(_HTTPMove):
+    status_code = 307
+
+
+class HTTPPermanentRedirect(_HTTPMove):
+    status_code = 308
+
+
+############################################################
+# 4xx client error
+############################################################
+
+
+class HTTPClientError(HTTPError):
+    pass
+
+
+class HTTPBadRequest(HTTPClientError):
+    status_code = 400
+
+
+class HTTPUnauthorized(HTTPClientError):
+    status_code = 401
+
+
+class HTTPPaymentRequired(HTTPClientError):
+    status_code = 402
+
+
+class HTTPForbidden(HTTPClientError):
+    status_code = 403
+
+
+class HTTPNotFound(HTTPClientError):
+    status_code = 404
+
+
+class HTTPMethodNotAllowed(HTTPClientError):
+    status_code = 405
+
+    def __init__(
+        self,
+        method: str,
+        allowed_methods: Iterable[str],
+        *,
+        headers: Optional[LooseHeaders] = None,
+        reason: Optional[str] = None,
+        body: Any = None,
+        text: Optional[str] = None,
+        content_type: Optional[str] = None,
+    ) -> None:
+        allow = ",".join(sorted(allowed_methods))
+        super().__init__(
+            headers=headers,
+            reason=reason,
+            body=body,
+            text=text,
+            content_type=content_type,
+        )
+        self.headers["Allow"] = allow
+        self.allowed_methods: Set[str] = set(allowed_methods)
+        self.method = method.upper()
+
+
+class HTTPNotAcceptable(HTTPClientError):
+    status_code = 406
+
+
+class HTTPProxyAuthenticationRequired(HTTPClientError):
+    status_code = 407
+
+
+class HTTPRequestTimeout(HTTPClientError):
+    status_code = 408
+
+
+class HTTPConflict(HTTPClientError):
+    status_code = 409
+
+
+class HTTPGone(HTTPClientError):
+    status_code = 410
+
+
+class HTTPLengthRequired(HTTPClientError):
+    status_code = 411
+
+
+class HTTPPreconditionFailed(HTTPClientError):
+    status_code = 412
+
+
+class HTTPRequestEntityTooLarge(HTTPClientError):
+    status_code = 413
+
+    def __init__(self, max_size: float, actual_size: float, **kwargs: Any) -> None:
+        kwargs.setdefault(
+            "text",
+            "Maximum request body size {} exceeded, "
+            "actual body size {}".format(max_size, actual_size),
+        )
+        super().__init__(**kwargs)
+
+
+class HTTPRequestURITooLong(HTTPClientError):
+    status_code = 414
+
+
+class HTTPUnsupportedMediaType(HTTPClientError):
+    status_code = 415
+
+
+class HTTPRequestRangeNotSatisfiable(HTTPClientError):
+    status_code = 416
+
+
+class HTTPExpectationFailed(HTTPClientError):
+    status_code = 417
+
+
+class HTTPMisdirectedRequest(HTTPClientError):
+    status_code = 421
+
+
+class HTTPUnprocessableEntity(HTTPClientError):
+    status_code = 422
+
+
+class HTTPFailedDependency(HTTPClientError):
+    status_code = 424
+
+
+class HTTPUpgradeRequired(HTTPClientError):
+    status_code = 426
+
+
+class HTTPPreconditionRequired(HTTPClientError):
+    status_code = 428
+
+
+class HTTPTooManyRequests(HTTPClientError):
+    status_code = 429
+
+
+class HTTPRequestHeaderFieldsTooLarge(HTTPClientError):
+    status_code = 431
+
+
+class HTTPUnavailableForLegalReasons(HTTPClientError):
+    status_code = 451
+
+    def __init__(
+        self,
+        link: str,
+        *,
+        headers: Optional[LooseHeaders] = None,
+        reason: Optional[str] = None,
+        body: Any = None,
+        text: Optional[str] = None,
+        content_type: Optional[str] = None,
+    ) -> None:
+        super().__init__(
+            headers=headers,
+            reason=reason,
+            body=body,
+            text=text,
+            content_type=content_type,
+        )
+        self.headers["Link"] = '<%s>; rel="blocked-by"' % link
+        self.link = link
+
+
+############################################################
+# 5xx Server Error
+############################################################
+#  Response status codes beginning with the digit "5" indicate cases in
+#  which the server is aware that it has erred or is incapable of
+#  performing the request. Except when responding to a HEAD request, the
+#  server SHOULD include an entity containing an explanation of the error
+#  situation, and whether it is a temporary or permanent condition. User
+#  agents SHOULD display any included entity to the user. These response
+#  codes are applicable to any request method.
+
+
+class HTTPServerError(HTTPError):
+    pass
+
+
+class HTTPInternalServerError(HTTPServerError):
+    status_code = 500
+
+
+class HTTPNotImplemented(HTTPServerError):
+    status_code = 501
+
+
+class HTTPBadGateway(HTTPServerError):
+    status_code = 502
+
+
+class HTTPServiceUnavailable(HTTPServerError):
+    status_code = 503
+
+
+class HTTPGatewayTimeout(HTTPServerError):
+    status_code = 504
+
+
+class HTTPVersionNotSupported(HTTPServerError):
+    status_code = 505
+
+
+class HTTPVariantAlsoNegotiates(HTTPServerError):
+    status_code = 506
+
+
+class HTTPInsufficientStorage(HTTPServerError):
+    status_code = 507
+
+
+class HTTPNotExtended(HTTPServerError):
+    status_code = 510
+
+
+class HTTPNetworkAuthenticationRequired(HTTPServerError):
+    status_code = 511
diff --git a/venv/lib/python3.8/site-packages/aiohttp/web_fileresponse.py b/venv/lib/python3.8/site-packages/aiohttp/web_fileresponse.py
new file mode 120000
index 0000000..c0ba72e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/web_fileresponse.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/17/fc/51/bd814bda8c78a15356dd64a3c10e8b995a6491833c30fc6caa236c7d48
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiohttp/web_log.py b/venv/lib/python3.8/site-packages/aiohttp/web_log.py
new file mode 100644
index 0000000..bc6e3b5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/web_log.py
@@ -0,0 +1,208 @@
+import datetime
+import functools
+import logging
+import os
+import re
+from collections import namedtuple
+from typing import Any, Callable, Dict, Iterable, List, Tuple  # noqa
+
+from .abc import AbstractAccessLogger
+from .web_request import BaseRequest
+from .web_response import StreamResponse
+
+KeyMethod = namedtuple("KeyMethod", "key method")
+
+
+class AccessLogger(AbstractAccessLogger):
+    """Helper object to log access.
+
+    Usage:
+        log = logging.getLogger("spam")
+        log_format = "%a %{User-Agent}i"
+        access_logger = AccessLogger(log, log_format)
+        access_logger.log(request, response, time)
+
+    Format:
+        %%  The percent sign
+        %a  Remote IP-address (IP-address of proxy if using reverse proxy)
+        %t  Time when the request was started to process
+        %P  The process ID of the child that serviced the request
+        %r  First line of request
+        %s  Response status code
+        %b  Size of response in bytes, including HTTP headers
+        %T  Time taken to serve the request, in seconds
+        %Tf Time taken to serve the request, in seconds with floating fraction
+            in .06f format
+        %D  Time taken to serve the request, in microseconds
+        %{FOO}i  request.headers['FOO']
+        %{FOO}o  response.headers['FOO']
+        %{FOO}e  os.environ['FOO']
+
+    """
+
+    LOG_FORMAT_MAP = {
+        "a": "remote_address",
+        "t": "request_start_time",
+        "P": "process_id",
+        "r": "first_request_line",
+        "s": "response_status",
+        "b": "response_size",
+        "T": "request_time",
+        "Tf": "request_time_frac",
+        "D": "request_time_micro",
+        "i": "request_header",
+        "o": "response_header",
+    }
+
+    LOG_FORMAT = '%a %t "%r" %s %b "%{Referer}i" "%{User-Agent}i"'
+    FORMAT_RE = re.compile(r"%(\{([A-Za-z0-9\-_]+)\}([ioe])|[atPrsbOD]|Tf?)")
+    CLEANUP_RE = re.compile(r"(%[^s])")
+    _FORMAT_CACHE: Dict[str, Tuple[str, List[KeyMethod]]] = {}
+
+    def __init__(self, logger: logging.Logger, log_format: str = LOG_FORMAT) -> None:
+        """Initialise the logger.
+
+        logger is a logger object to be used for logging.
+        log_format is a string with apache compatible log format description.
+
+        """
+        super().__init__(logger, log_format=log_format)
+
+        _compiled_format = AccessLogger._FORMAT_CACHE.get(log_format)
+        if not _compiled_format:
+            _compiled_format = self.compile_format(log_format)
+            AccessLogger._FORMAT_CACHE[log_format] = _compiled_format
+
+        self._log_format, self._methods = _compiled_format
+
+    def compile_format(self, log_format: str) -> Tuple[str, List[KeyMethod]]:
+        """Translate log_format into form usable by modulo formatting
+
+        All known atoms will be replaced with %s
+        Also methods for formatting of those atoms will be added to
+        _methods in appropriate order
+
+        For example we have log_format = "%a %t"
+        This format will be translated to "%s %s"
+        Also contents of _methods will be
+        [self._format_a, self._format_t]
+        These method will be called and results will be passed
+        to translated string format.
+
+        Each _format_* method receive 'args' which is list of arguments
+        given to self.log
+
+        Exceptions are _format_e, _format_i and _format_o methods which
+        also receive key name (by functools.partial)
+
+        """
+        # list of (key, method) tuples, we don't use an OrderedDict as users
+        # can repeat the same key more than once
+        methods = list()
+
+        for atom in self.FORMAT_RE.findall(log_format):
+            if atom[1] == "":
+                format_key1 = self.LOG_FORMAT_MAP[atom[0]]
+                m = getattr(AccessLogger, "_format_%s" % atom[0])
+                key_method = KeyMethod(format_key1, m)
+            else:
+                format_key2 = (self.LOG_FORMAT_MAP[atom[2]], atom[1])
+                m = getattr(AccessLogger, "_format_%s" % atom[2])
+                key_method = KeyMethod(format_key2, functools.partial(m, atom[1]))
+
+            methods.append(key_method)
+
+        log_format = self.FORMAT_RE.sub(r"%s", log_format)
+        log_format = self.CLEANUP_RE.sub(r"%\1", log_format)
+        return log_format, methods
+
+    @staticmethod
+    def _format_i(
+        key: str, request: BaseRequest, response: StreamResponse, time: float
+    ) -> str:
+        if request is None:
+            return "(no headers)"
+
+        # suboptimal, make istr(key) once
+        return request.headers.get(key, "-")
+
+    @staticmethod
+    def _format_o(
+        key: str, request: BaseRequest, response: StreamResponse, time: float
+    ) -> str:
+        # suboptimal, make istr(key) once
+        return response.headers.get(key, "-")
+
+    @staticmethod
+    def _format_a(request: BaseRequest, response: StreamResponse, time: float) -> str:
+        if request is None:
+            return "-"
+        ip = request.remote
+        return ip if ip is not None else "-"
+
+    @staticmethod
+    def _format_t(request: BaseRequest, response: StreamResponse, time: float) -> str:
+        now = datetime.datetime.utcnow()
+        start_time = now - datetime.timedelta(seconds=time)
+        return start_time.strftime("[%d/%b/%Y:%H:%M:%S +0000]")
+
+    @staticmethod
+    def _format_P(request: BaseRequest, response: StreamResponse, time: float) -> str:
+        return "<%s>" % os.getpid()
+
+    @staticmethod
+    def _format_r(request: BaseRequest, response: StreamResponse, time: float) -> str:
+        if request is None:
+            return "-"
+        return "{} {} HTTP/{}.{}".format(
+            request.method,
+            request.path_qs,
+            request.version.major,
+            request.version.minor,
+        )
+
+    @staticmethod
+    def _format_s(request: BaseRequest, response: StreamResponse, time: float) -> int:
+        return response.status
+
+    @staticmethod
+    def _format_b(request: BaseRequest, response: StreamResponse, time: float) -> int:
+        return response.body_length
+
+    @staticmethod
+    def _format_T(request: BaseRequest, response: StreamResponse, time: float) -> str:
+        return str(round(time))
+
+    @staticmethod
+    def _format_Tf(request: BaseRequest, response: StreamResponse, time: float) -> str:
+        return "%06f" % time
+
+    @staticmethod
+    def _format_D(request: BaseRequest, response: StreamResponse, time: float) -> str:
+        return str(round(time * 1000000))
+
+    def _format_line(
+        self, request: BaseRequest, response: StreamResponse, time: float
+    ) -> Iterable[Tuple[str, Callable[[BaseRequest, StreamResponse, float], str]]]:
+        return [(key, method(request, response, time)) for key, method in self._methods]
+
+    def log(self, request: BaseRequest, response: StreamResponse, time: float) -> None:
+        try:
+            fmt_info = self._format_line(request, response, time)
+
+            values = list()
+            extra = dict()
+            for key, value in fmt_info:
+                values.append(value)
+
+                if key.__class__ is str:
+                    extra[key] = value
+                else:
+                    k1, k2 = key  # type: ignore[misc]
+                    dct = extra.get(k1, {})  # type: ignore[var-annotated,has-type]
+                    dct[k2] = value  # type: ignore[index,has-type]
+                    extra[k1] = dct  # type: ignore[has-type,assignment]
+
+            self.logger.info(self._log_format % tuple(values), extra=extra)
+        except Exception:
+            self.logger.exception("Error in logging")
diff --git a/venv/lib/python3.8/site-packages/aiohttp/web_middlewares.py b/venv/lib/python3.8/site-packages/aiohttp/web_middlewares.py
new file mode 120000
index 0000000..7c1eccd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/web_middlewares.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/9e/79/65/160c57f468ef906dd85b8de33c31fb0b4de209fc8c071858c3e3a44c8d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiohttp/web_protocol.py b/venv/lib/python3.8/site-packages/aiohttp/web_protocol.py
new file mode 100644
index 0000000..10a9608
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/web_protocol.py
@@ -0,0 +1,679 @@
+import asyncio
+import asyncio.streams
+import traceback
+import warnings
+from collections import deque
+from contextlib import suppress
+from html import escape as html_escape
+from http import HTTPStatus
+from logging import Logger
+from typing import (
+    TYPE_CHECKING,
+    Any,
+    Awaitable,
+    Callable,
+    Deque,
+    Optional,
+    Sequence,
+    Tuple,
+    Type,
+    Union,
+    cast,
+)
+
+import attr
+import yarl
+
+from .abc import AbstractAccessLogger, AbstractStreamWriter
+from .base_protocol import BaseProtocol
+from .helpers import ceil_timeout
+from .http import (
+    HttpProcessingError,
+    HttpRequestParser,
+    HttpVersion10,
+    RawRequestMessage,
+    StreamWriter,
+)
+from .log import access_logger, server_logger
+from .streams import EMPTY_PAYLOAD, StreamReader
+from .tcp_helpers import tcp_keepalive
+from .web_exceptions import HTTPException
+from .web_log import AccessLogger
+from .web_request import BaseRequest
+from .web_response import Response, StreamResponse
+
+__all__ = ("RequestHandler", "RequestPayloadError", "PayloadAccessError")
+
+if TYPE_CHECKING:  # pragma: no cover
+    from .web_server import Server
+
+
+_RequestFactory = Callable[
+    [
+        RawRequestMessage,
+        StreamReader,
+        "RequestHandler",
+        AbstractStreamWriter,
+        "asyncio.Task[None]",
+    ],
+    BaseRequest,
+]
+
+_RequestHandler = Callable[[BaseRequest], Awaitable[StreamResponse]]
+
+ERROR = RawRequestMessage(
+    "UNKNOWN",
+    "/",
+    HttpVersion10,
+    {},  # type: ignore[arg-type]
+    {},  # type: ignore[arg-type]
+    True,
+    None,
+    False,
+    False,
+    yarl.URL("/"),
+)
+
+
+class RequestPayloadError(Exception):
+    """Payload parsing error."""
+
+
+class PayloadAccessError(Exception):
+    """Payload was accessed after response was sent."""
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class _ErrInfo:
+    status: int
+    exc: BaseException
+    message: str
+
+
+_MsgType = Tuple[Union[RawRequestMessage, _ErrInfo], StreamReader]
+
+
+class RequestHandler(BaseProtocol):
+    """HTTP protocol implementation.
+
+    RequestHandler handles incoming HTTP request. It reads request line,
+    request headers and request payload and calls handle_request() method.
+    By default it always returns with 404 response.
+
+    RequestHandler handles errors in incoming request, like bad
+    status line, bad headers or incomplete payload. If any error occurs,
+    connection gets closed.
+
+    keepalive_timeout -- number of seconds before closing
+                         keep-alive connection
+
+    tcp_keepalive -- TCP keep-alive is on, default is on
+
+    debug -- enable debug mode
+
+    logger -- custom logger object
+
+    access_log_class -- custom class for access_logger
+
+    access_log -- custom logging object
+
+    access_log_format -- access log format string
+
+    loop -- Optional event loop
+
+    max_line_size -- Optional maximum header line size
+
+    max_field_size -- Optional maximum header field size
+
+    max_headers -- Optional maximum header size
+
+    """
+
+    KEEPALIVE_RESCHEDULE_DELAY = 1
+
+    __slots__ = (
+        "_request_count",
+        "_keepalive",
+        "_manager",
+        "_request_handler",
+        "_request_factory",
+        "_tcp_keepalive",
+        "_keepalive_time",
+        "_keepalive_handle",
+        "_keepalive_timeout",
+        "_lingering_time",
+        "_messages",
+        "_message_tail",
+        "_waiter",
+        "_task_handler",
+        "_upgrade",
+        "_payload_parser",
+        "_request_parser",
+        "_reading_paused",
+        "logger",
+        "debug",
+        "access_log",
+        "access_logger",
+        "_close",
+        "_force_close",
+        "_current_request",
+    )
+
+    def __init__(
+        self,
+        manager: "Server",
+        *,
+        loop: asyncio.AbstractEventLoop,
+        keepalive_timeout: float = 75.0,  # NGINX default is 75 secs
+        tcp_keepalive: bool = True,
+        logger: Logger = server_logger,
+        access_log_class: Type[AbstractAccessLogger] = AccessLogger,
+        access_log: Logger = access_logger,
+        access_log_format: str = AccessLogger.LOG_FORMAT,
+        debug: bool = False,
+        max_line_size: int = 8190,
+        max_headers: int = 32768,
+        max_field_size: int = 8190,
+        lingering_time: float = 10.0,
+        read_bufsize: int = 2**16,
+        auto_decompress: bool = True,
+    ):
+        super().__init__(loop)
+
+        self._request_count = 0
+        self._keepalive = False
+        self._current_request: Optional[BaseRequest] = None
+        self._manager: Optional[Server] = manager
+        self._request_handler: Optional[_RequestHandler] = manager.request_handler
+        self._request_factory: Optional[_RequestFactory] = manager.request_factory
+
+        self._tcp_keepalive = tcp_keepalive
+        # placeholder to be replaced on keepalive timeout setup
+        self._keepalive_time = 0.0
+        self._keepalive_handle: Optional[asyncio.Handle] = None
+        self._keepalive_timeout = keepalive_timeout
+        self._lingering_time = float(lingering_time)
+
+        self._messages: Deque[_MsgType] = deque()
+        self._message_tail = b""
+
+        self._waiter: Optional[asyncio.Future[None]] = None
+        self._task_handler: Optional[asyncio.Task[None]] = None
+
+        self._upgrade = False
+        self._payload_parser: Any = None
+        self._request_parser: Optional[HttpRequestParser] = HttpRequestParser(
+            self,
+            loop,
+            read_bufsize,
+            max_line_size=max_line_size,
+            max_field_size=max_field_size,
+            max_headers=max_headers,
+            payload_exception=RequestPayloadError,
+            auto_decompress=auto_decompress,
+        )
+
+        self.logger = logger
+        self.debug = debug
+        self.access_log = access_log
+        if access_log:
+            self.access_logger: Optional[AbstractAccessLogger] = access_log_class(
+                access_log, access_log_format
+            )
+        else:
+            self.access_logger = None
+
+        self._close = False
+        self._force_close = False
+
+    def __repr__(self) -> str:
+        return "<{} {}>".format(
+            self.__class__.__name__,
+            "connected" if self.transport is not None else "disconnected",
+        )
+
+    @property
+    def keepalive_timeout(self) -> float:
+        return self._keepalive_timeout
+
+    async def shutdown(self, timeout: Optional[float] = 15.0) -> None:
+        """Do worker process exit preparations.
+
+        We need to clean up everything and stop accepting requests.
+        It is especially important for keep-alive connections.
+        """
+        self._force_close = True
+
+        if self._keepalive_handle is not None:
+            self._keepalive_handle.cancel()
+
+        if self._waiter:
+            self._waiter.cancel()
+
+        # wait for handlers
+        with suppress(asyncio.CancelledError, asyncio.TimeoutError):
+            async with ceil_timeout(timeout):
+                if self._current_request is not None:
+                    self._current_request._cancel(asyncio.CancelledError())
+
+                if self._task_handler is not None and not self._task_handler.done():
+                    await self._task_handler
+
+        # force-close non-idle handler
+        if self._task_handler is not None:
+            self._task_handler.cancel()
+
+        if self.transport is not None:
+            self.transport.close()
+            self.transport = None
+
+    def connection_made(self, transport: asyncio.BaseTransport) -> None:
+        super().connection_made(transport)
+
+        real_transport = cast(asyncio.Transport, transport)
+        if self._tcp_keepalive:
+            tcp_keepalive(real_transport)
+
+        self._task_handler = self._loop.create_task(self.start())
+        assert self._manager is not None
+        self._manager.connection_made(self, real_transport)
+
+    def connection_lost(self, exc: Optional[BaseException]) -> None:
+        if self._manager is None:
+            return
+        self._manager.connection_lost(self, exc)
+
+        super().connection_lost(exc)
+
+        self._manager = None
+        self._force_close = True
+        self._request_factory = None
+        self._request_handler = None
+        self._request_parser = None
+
+        if self._keepalive_handle is not None:
+            self._keepalive_handle.cancel()
+
+        if self._current_request is not None:
+            if exc is None:
+                exc = ConnectionResetError("Connection lost")
+            self._current_request._cancel(exc)
+
+        if self._waiter is not None:
+            self._waiter.cancel()
+
+        self._task_handler = None
+
+        if self._payload_parser is not None:
+            self._payload_parser.feed_eof()
+            self._payload_parser = None
+
+    def set_parser(self, parser: Any) -> None:
+        # Actual type is WebReader
+        assert self._payload_parser is None
+
+        self._payload_parser = parser
+
+        if self._message_tail:
+            self._payload_parser.feed_data(self._message_tail)
+            self._message_tail = b""
+
+    def eof_received(self) -> None:
+        pass
+
+    def data_received(self, data: bytes) -> None:
+        if self._force_close or self._close:
+            return
+        # parse http messages
+        messages: Sequence[_MsgType]
+        if self._payload_parser is None and not self._upgrade:
+            assert self._request_parser is not None
+            try:
+                messages, upgraded, tail = self._request_parser.feed_data(data)
+            except HttpProcessingError as exc:
+                messages = [
+                    (_ErrInfo(status=400, exc=exc, message=exc.message), EMPTY_PAYLOAD)
+                ]
+                upgraded = False
+                tail = b""
+
+            for msg, payload in messages or ():
+                self._request_count += 1
+                self._messages.append((msg, payload))
+
+            waiter = self._waiter
+            if messages and waiter is not None and not waiter.done():
+                # don't set result twice
+                waiter.set_result(None)
+
+            self._upgrade = upgraded
+            if upgraded and tail:
+                self._message_tail = tail
+
+        # no parser, just store
+        elif self._payload_parser is None and self._upgrade and data:
+            self._message_tail += data
+
+        # feed payload
+        elif data:
+            eof, tail = self._payload_parser.feed_data(data)
+            if eof:
+                self.close()
+
+    def keep_alive(self, val: bool) -> None:
+        """Set keep-alive connection mode.
+
+        :param bool val: new state.
+        """
+        self._keepalive = val
+        if self._keepalive_handle:
+            self._keepalive_handle.cancel()
+            self._keepalive_handle = None
+
+    def close(self) -> None:
+        """Close connection.
+
+        Stop accepting new pipelining messages and close
+        connection when handlers done processing messages.
+        """
+        self._close = True
+        if self._waiter:
+            self._waiter.cancel()
+
+    def force_close(self) -> None:
+        """Forcefully close connection."""
+        self._force_close = True
+        if self._waiter:
+            self._waiter.cancel()
+        if self.transport is not None:
+            self.transport.close()
+            self.transport = None
+
+    def log_access(
+        self, request: BaseRequest, response: StreamResponse, time: float
+    ) -> None:
+        if self.access_logger is not None:
+            self.access_logger.log(request, response, self._loop.time() - time)
+
+    def log_debug(self, *args: Any, **kw: Any) -> None:
+        if self.debug:
+            self.logger.debug(*args, **kw)
+
+    def log_exception(self, *args: Any, **kw: Any) -> None:
+        self.logger.exception(*args, **kw)
+
+    def _process_keepalive(self) -> None:
+        if self._force_close or not self._keepalive:
+            return
+
+        next = self._keepalive_time + self._keepalive_timeout
+
+        # handler in idle state
+        if self._waiter:
+            if self._loop.time() > next:
+                self.force_close()
+                return
+
+        # not all request handlers are done,
+        # reschedule itself to next second
+        self._keepalive_handle = self._loop.call_later(
+            self.KEEPALIVE_RESCHEDULE_DELAY, self._process_keepalive
+        )
+
+    async def _handle_request(
+        self,
+        request: BaseRequest,
+        start_time: float,
+        request_handler: Callable[[BaseRequest], Awaitable[StreamResponse]],
+    ) -> Tuple[StreamResponse, bool]:
+        assert self._request_handler is not None
+        try:
+            try:
+                self._current_request = request
+                resp = await request_handler(request)
+            finally:
+                self._current_request = None
+        except HTTPException as exc:
+            resp = exc
+            reset = await self.finish_response(request, resp, start_time)
+        except asyncio.CancelledError:
+            raise
+        except asyncio.TimeoutError as exc:
+            self.log_debug("Request handler timed out.", exc_info=exc)
+            resp = self.handle_error(request, 504)
+            reset = await self.finish_response(request, resp, start_time)
+        except Exception as exc:
+            resp = self.handle_error(request, 500, exc)
+            reset = await self.finish_response(request, resp, start_time)
+        else:
+            # Deprecation warning (See #2415)
+            if getattr(resp, "__http_exception__", False):
+                warnings.warn(
+                    "returning HTTPException object is deprecated "
+                    "(#2415) and will be removed, "
+                    "please raise the exception instead",
+                    DeprecationWarning,
+                )
+
+            reset = await self.finish_response(request, resp, start_time)
+
+        return resp, reset
+
+    async def start(self) -> None:
+        """Process incoming request.
+
+        It reads request line, request headers and request payload, then
+        calls handle_request() method. Subclass has to override
+        handle_request(). start() handles various exceptions in request
+        or response handling. Connection is being closed always unless
+        keep_alive(True) specified.
+        """
+        loop = self._loop
+        handler = self._task_handler
+        assert handler is not None
+        manager = self._manager
+        assert manager is not None
+        keepalive_timeout = self._keepalive_timeout
+        resp = None
+        assert self._request_factory is not None
+        assert self._request_handler is not None
+
+        while not self._force_close:
+            if not self._messages:
+                try:
+                    # wait for next request
+                    self._waiter = loop.create_future()
+                    await self._waiter
+                except asyncio.CancelledError:
+                    break
+                finally:
+                    self._waiter = None
+
+            message, payload = self._messages.popleft()
+
+            start = loop.time()
+
+            manager.requests_count += 1
+            writer = StreamWriter(self, loop)
+            if isinstance(message, _ErrInfo):
+                # make request_factory work
+                request_handler = self._make_error_handler(message)
+                message = ERROR
+            else:
+                request_handler = self._request_handler
+
+            request = self._request_factory(message, payload, self, writer, handler)
+            try:
+                # a new task is used for copy context vars (#3406)
+                task = self._loop.create_task(
+                    self._handle_request(request, start, request_handler)
+                )
+                try:
+                    resp, reset = await task
+                except (asyncio.CancelledError, ConnectionError):
+                    self.log_debug("Ignored premature client disconnection")
+                    break
+
+                # Drop the processed task from asyncio.Task.all_tasks() early
+                del task
+                if reset:
+                    self.log_debug("Ignored premature client disconnection 2")
+                    break
+
+                # notify server about keep-alive
+                self._keepalive = bool(resp.keep_alive)
+
+                # check payload
+                if not payload.is_eof():
+                    lingering_time = self._lingering_time
+                    if not self._force_close and lingering_time:
+                        self.log_debug(
+                            "Start lingering close timer for %s sec.", lingering_time
+                        )
+
+                        now = loop.time()
+                        end_t = now + lingering_time
+
+                        with suppress(asyncio.TimeoutError, asyncio.CancelledError):
+                            while not payload.is_eof() and now < end_t:
+                                async with ceil_timeout(end_t - now):
+                                    # read and ignore
+                                    await payload.readany()
+                                now = loop.time()
+
+                    # if payload still uncompleted
+                    if not payload.is_eof() and not self._force_close:
+                        self.log_debug("Uncompleted request.")
+                        self.close()
+
+                payload.set_exception(PayloadAccessError())
+
+            except asyncio.CancelledError:
+                self.log_debug("Ignored premature client disconnection ")
+                break
+            except RuntimeError as exc:
+                if self.debug:
+                    self.log_exception("Unhandled runtime exception", exc_info=exc)
+                self.force_close()
+            except Exception as exc:
+                self.log_exception("Unhandled exception", exc_info=exc)
+                self.force_close()
+            finally:
+                if self.transport is None and resp is not None:
+                    self.log_debug("Ignored premature client disconnection.")
+                elif not self._force_close:
+                    if self._keepalive and not self._close:
+                        # start keep-alive timer
+                        if keepalive_timeout is not None:
+                            now = self._loop.time()
+                            self._keepalive_time = now
+                            if self._keepalive_handle is None:
+                                self._keepalive_handle = loop.call_at(
+                                    now + keepalive_timeout, self._process_keepalive
+                                )
+                    else:
+                        break
+
+        # remove handler, close transport if no handlers left
+        if not self._force_close:
+            self._task_handler = None
+            if self.transport is not None:
+                self.transport.close()
+
+    async def finish_response(
+        self, request: BaseRequest, resp: StreamResponse, start_time: float
+    ) -> bool:
+        """Prepare the response and write_eof, then log access.
+
+        This has to
+        be called within the context of any exception so the access logger
+        can get exception information. Returns True if the client disconnects
+        prematurely.
+        """
+        if self._request_parser is not None:
+            self._request_parser.set_upgraded(False)
+            self._upgrade = False
+            if self._message_tail:
+                self._request_parser.feed_data(self._message_tail)
+                self._message_tail = b""
+        try:
+            prepare_meth = resp.prepare
+        except AttributeError:
+            if resp is None:
+                raise RuntimeError("Missing return " "statement on request handler")
+            else:
+                raise RuntimeError(
+                    "Web-handler should return "
+                    "a response instance, "
+                    "got {!r}".format(resp)
+                )
+        try:
+            await prepare_meth(request)
+            await resp.write_eof()
+        except ConnectionError:
+            self.log_access(request, resp, start_time)
+            return True
+        else:
+            self.log_access(request, resp, start_time)
+            return False
+
+    def handle_error(
+        self,
+        request: BaseRequest,
+        status: int = 500,
+        exc: Optional[BaseException] = None,
+        message: Optional[str] = None,
+    ) -> StreamResponse:
+        """Handle errors.
+
+        Returns HTTP response with specific status code. Logs additional
+        information. It always closes current connection.
+        """
+        self.log_exception("Error handling request", exc_info=exc)
+
+        # some data already got sent, connection is broken
+        if request.writer.output_size > 0:
+            raise ConnectionError(
+                "Response is sent already, cannot send another response "
+                "with the error message"
+            )
+
+        ct = "text/plain"
+        if status == HTTPStatus.INTERNAL_SERVER_ERROR:
+            title = "{0.value} {0.phrase}".format(HTTPStatus.INTERNAL_SERVER_ERROR)
+            msg = HTTPStatus.INTERNAL_SERVER_ERROR.description
+            tb = None
+            if self.debug:
+                with suppress(Exception):
+                    tb = traceback.format_exc()
+
+            if "text/html" in request.headers.get("Accept", ""):
+                if tb:
+                    tb = html_escape(tb)
+                    msg = f"<h2>Traceback:</h2>\n<pre>{tb}</pre>"
+                message = (
+                    "<html><head>"
+                    "<title>{title}</title>"
+                    "</head><body>\n<h1>{title}</h1>"
+                    "\n{msg}\n</body></html>\n"
+                ).format(title=title, msg=msg)
+                ct = "text/html"
+            else:
+                if tb:
+                    msg = tb
+                message = title + "\n\n" + msg
+
+        resp = Response(status=status, text=message, content_type=ct)
+        resp.force_close()
+
+        return resp
+
+    def _make_error_handler(
+        self, err_info: _ErrInfo
+    ) -> Callable[[BaseRequest], Awaitable[StreamResponse]]:
+        async def handler(request: BaseRequest) -> StreamResponse:
+            return self.handle_error(
+                request, err_info.status, err_info.exc, err_info.message
+            )
+
+        return handler
diff --git a/venv/lib/python3.8/site-packages/aiohttp/web_request.py b/venv/lib/python3.8/site-packages/aiohttp/web_request.py
new file mode 100644
index 0000000..c02ebfc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/web_request.py
@@ -0,0 +1,882 @@
+import asyncio
+import datetime
+import io
+import re
+import socket
+import string
+import tempfile
+import types
+import warnings
+from http.cookies import SimpleCookie
+from types import MappingProxyType
+from typing import (
+    TYPE_CHECKING,
+    Any,
+    Dict,
+    Iterator,
+    Mapping,
+    MutableMapping,
+    Optional,
+    Pattern,
+    Tuple,
+    Union,
+    cast,
+)
+from urllib.parse import parse_qsl
+
+import attr
+from multidict import CIMultiDict, CIMultiDictProxy, MultiDict, MultiDictProxy
+from yarl import URL
+
+from . import hdrs
+from .abc import AbstractStreamWriter
+from .helpers import (
+    DEBUG,
+    ETAG_ANY,
+    LIST_QUOTED_ETAG_RE,
+    ChainMapProxy,
+    ETag,
+    HeadersMixin,
+    parse_http_date,
+    reify,
+    sentinel,
+)
+from .http_parser import RawRequestMessage
+from .http_writer import HttpVersion
+from .multipart import BodyPartReader, MultipartReader
+from .streams import EmptyStreamReader, StreamReader
+from .typedefs import (
+    DEFAULT_JSON_DECODER,
+    Final,
+    JSONDecoder,
+    LooseHeaders,
+    RawHeaders,
+    StrOrURL,
+)
+from .web_exceptions import HTTPRequestEntityTooLarge
+from .web_response import StreamResponse
+
+__all__ = ("BaseRequest", "FileField", "Request")
+
+
+if TYPE_CHECKING:  # pragma: no cover
+    from .web_app import Application
+    from .web_protocol import RequestHandler
+    from .web_urldispatcher import UrlMappingMatchInfo
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class FileField:
+    name: str
+    filename: str
+    file: io.BufferedReader
+    content_type: str
+    headers: "CIMultiDictProxy[str]"
+
+
+_TCHAR: Final[str] = string.digits + string.ascii_letters + r"!#$%&'*+.^_`|~-"
+# '-' at the end to prevent interpretation as range in a char class
+
+_TOKEN: Final[str] = rf"[{_TCHAR}]+"
+
+_QDTEXT: Final[str] = r"[{}]".format(
+    r"".join(chr(c) for c in (0x09, 0x20, 0x21) + tuple(range(0x23, 0x7F)))
+)
+# qdtext includes 0x5C to escape 0x5D ('\]')
+# qdtext excludes obs-text (because obsoleted, and encoding not specified)
+
+_QUOTED_PAIR: Final[str] = r"\\[\t !-~]"
+
+_QUOTED_STRING: Final[str] = r'"(?:{quoted_pair}|{qdtext})*"'.format(
+    qdtext=_QDTEXT, quoted_pair=_QUOTED_PAIR
+)
+
+_FORWARDED_PAIR: Final[
+    str
+] = r"({token})=({token}|{quoted_string})(:\d{{1,4}})?".format(
+    token=_TOKEN, quoted_string=_QUOTED_STRING
+)
+
+_QUOTED_PAIR_REPLACE_RE: Final[Pattern[str]] = re.compile(r"\\([\t !-~])")
+# same pattern as _QUOTED_PAIR but contains a capture group
+
+_FORWARDED_PAIR_RE: Final[Pattern[str]] = re.compile(_FORWARDED_PAIR)
+
+############################################################
+# HTTP Request
+############################################################
+
+
+class BaseRequest(MutableMapping[str, Any], HeadersMixin):
+
+    POST_METHODS = {
+        hdrs.METH_PATCH,
+        hdrs.METH_POST,
+        hdrs.METH_PUT,
+        hdrs.METH_TRACE,
+        hdrs.METH_DELETE,
+    }
+
+    ATTRS = HeadersMixin.ATTRS | frozenset(
+        [
+            "_message",
+            "_protocol",
+            "_payload_writer",
+            "_payload",
+            "_headers",
+            "_method",
+            "_version",
+            "_rel_url",
+            "_post",
+            "_read_bytes",
+            "_state",
+            "_cache",
+            "_task",
+            "_client_max_size",
+            "_loop",
+            "_transport_sslcontext",
+            "_transport_peername",
+        ]
+    )
+
+    def __init__(
+        self,
+        message: RawRequestMessage,
+        payload: StreamReader,
+        protocol: "RequestHandler",
+        payload_writer: AbstractStreamWriter,
+        task: "asyncio.Task[None]",
+        loop: asyncio.AbstractEventLoop,
+        *,
+        client_max_size: int = 1024**2,
+        state: Optional[Dict[str, Any]] = None,
+        scheme: Optional[str] = None,
+        host: Optional[str] = None,
+        remote: Optional[str] = None,
+    ) -> None:
+        if state is None:
+            state = {}
+        self._message = message
+        self._protocol = protocol
+        self._payload_writer = payload_writer
+
+        self._payload = payload
+        self._headers = message.headers
+        self._method = message.method
+        self._version = message.version
+        self._cache: Dict[str, Any] = {}
+        url = message.url
+        if url.is_absolute():
+            # absolute URL is given,
+            # override auto-calculating url, host, and scheme
+            # all other properties should be good
+            self._cache["url"] = url
+            self._cache["host"] = url.host
+            self._cache["scheme"] = url.scheme
+            self._rel_url = url.relative()
+        else:
+            self._rel_url = message.url
+        self._post: Optional[MultiDictProxy[Union[str, bytes, FileField]]] = None
+        self._read_bytes: Optional[bytes] = None
+
+        self._state = state
+        self._task = task
+        self._client_max_size = client_max_size
+        self._loop = loop
+
+        transport = self._protocol.transport
+        assert transport is not None
+        self._transport_sslcontext = transport.get_extra_info("sslcontext")
+        self._transport_peername = transport.get_extra_info("peername")
+
+        if scheme is not None:
+            self._cache["scheme"] = scheme
+        if host is not None:
+            self._cache["host"] = host
+        if remote is not None:
+            self._cache["remote"] = remote
+
+    def clone(
+        self,
+        *,
+        method: str = sentinel,
+        rel_url: StrOrURL = sentinel,
+        headers: LooseHeaders = sentinel,
+        scheme: str = sentinel,
+        host: str = sentinel,
+        remote: str = sentinel,
+    ) -> "BaseRequest":
+        """Clone itself with replacement some attributes.
+
+        Creates and returns a new instance of Request object. If no parameters
+        are given, an exact copy is returned. If a parameter is not passed, it
+        will reuse the one from the current request object.
+        """
+        if self._read_bytes:
+            raise RuntimeError("Cannot clone request " "after reading its content")
+
+        dct: Dict[str, Any] = {}
+        if method is not sentinel:
+            dct["method"] = method
+        if rel_url is not sentinel:
+            new_url = URL(rel_url)
+            dct["url"] = new_url
+            dct["path"] = str(new_url)
+        if headers is not sentinel:
+            # a copy semantic
+            dct["headers"] = CIMultiDictProxy(CIMultiDict(headers))
+            dct["raw_headers"] = tuple(
+                (k.encode("utf-8"), v.encode("utf-8")) for k, v in headers.items()
+            )
+
+        message = self._message._replace(**dct)
+
+        kwargs = {}
+        if scheme is not sentinel:
+            kwargs["scheme"] = scheme
+        if host is not sentinel:
+            kwargs["host"] = host
+        if remote is not sentinel:
+            kwargs["remote"] = remote
+
+        return self.__class__(
+            message,
+            self._payload,
+            self._protocol,
+            self._payload_writer,
+            self._task,
+            self._loop,
+            client_max_size=self._client_max_size,
+            state=self._state.copy(),
+            **kwargs,
+        )
+
+    @property
+    def task(self) -> "asyncio.Task[None]":
+        return self._task
+
+    @property
+    def protocol(self) -> "RequestHandler":
+        return self._protocol
+
+    @property
+    def transport(self) -> Optional[asyncio.Transport]:
+        if self._protocol is None:
+            return None
+        return self._protocol.transport
+
+    @property
+    def writer(self) -> AbstractStreamWriter:
+        return self._payload_writer
+
+    @reify
+    def message(self) -> RawRequestMessage:
+        warnings.warn("Request.message is deprecated", DeprecationWarning, stacklevel=3)
+        return self._message
+
+    @reify
+    def rel_url(self) -> URL:
+        return self._rel_url
+
+    @reify
+    def loop(self) -> asyncio.AbstractEventLoop:
+        warnings.warn(
+            "request.loop property is deprecated", DeprecationWarning, stacklevel=2
+        )
+        return self._loop
+
+    # MutableMapping API
+
+    def __getitem__(self, key: str) -> Any:
+        return self._state[key]
+
+    def __setitem__(self, key: str, value: Any) -> None:
+        self._state[key] = value
+
+    def __delitem__(self, key: str) -> None:
+        del self._state[key]
+
+    def __len__(self) -> int:
+        return len(self._state)
+
+    def __iter__(self) -> Iterator[str]:
+        return iter(self._state)
+
+    ########
+
+    @reify
+    def secure(self) -> bool:
+        """A bool indicating if the request is handled with SSL."""
+        return self.scheme == "https"
+
+    @reify
+    def forwarded(self) -> Tuple[Mapping[str, str], ...]:
+        """A tuple containing all parsed Forwarded header(s).
+
+        Makes an effort to parse Forwarded headers as specified by RFC 7239:
+
+        - It adds one (immutable) dictionary per Forwarded 'field-value', ie
+          per proxy. The element corresponds to the data in the Forwarded
+          field-value added by the first proxy encountered by the client. Each
+          subsequent item corresponds to those added by later proxies.
+        - It checks that every value has valid syntax in general as specified
+          in section 4: either a 'token' or a 'quoted-string'.
+        - It un-escapes found escape sequences.
+        - It does NOT validate 'by' and 'for' contents as specified in section
+          6.
+        - It does NOT validate 'host' contents (Host ABNF).
+        - It does NOT validate 'proto' contents for valid URI scheme names.
+
+        Returns a tuple containing one or more immutable dicts
+        """
+        elems = []
+        for field_value in self._message.headers.getall(hdrs.FORWARDED, ()):
+            length = len(field_value)
+            pos = 0
+            need_separator = False
+            elem: Dict[str, str] = {}
+            elems.append(types.MappingProxyType(elem))
+            while 0 <= pos < length:
+                match = _FORWARDED_PAIR_RE.match(field_value, pos)
+                if match is not None:  # got a valid forwarded-pair
+                    if need_separator:
+                        # bad syntax here, skip to next comma
+                        pos = field_value.find(",", pos)
+                    else:
+                        name, value, port = match.groups()
+                        if value[0] == '"':
+                            # quoted string: remove quotes and unescape
+                            value = _QUOTED_PAIR_REPLACE_RE.sub(r"\1", value[1:-1])
+                        if port:
+                            value += port
+                        elem[name.lower()] = value
+                        pos += len(match.group(0))
+                        need_separator = True
+                elif field_value[pos] == ",":  # next forwarded-element
+                    need_separator = False
+                    elem = {}
+                    elems.append(types.MappingProxyType(elem))
+                    pos += 1
+                elif field_value[pos] == ";":  # next forwarded-pair
+                    need_separator = False
+                    pos += 1
+                elif field_value[pos] in " \t":
+                    # Allow whitespace even between forwarded-pairs, though
+                    # RFC 7239 doesn't. This simplifies code and is in line
+                    # with Postel's law.
+                    pos += 1
+                else:
+                    # bad syntax here, skip to next comma
+                    pos = field_value.find(",", pos)
+        return tuple(elems)
+
+    @reify
+    def scheme(self) -> str:
+        """A string representing the scheme of the request.
+
+        Hostname is resolved in this order:
+
+        - overridden value by .clone(scheme=new_scheme) call.
+        - type of connection to peer: HTTPS if socket is SSL, HTTP otherwise.
+
+        'http' or 'https'.
+        """
+        if self._transport_sslcontext:
+            return "https"
+        else:
+            return "http"
+
+    @reify
+    def method(self) -> str:
+        """Read only property for getting HTTP method.
+
+        The value is upper-cased str like 'GET', 'POST', 'PUT' etc.
+        """
+        return self._method
+
+    @reify
+    def version(self) -> HttpVersion:
+        """Read only property for getting HTTP version of request.
+
+        Returns aiohttp.protocol.HttpVersion instance.
+        """
+        return self._version
+
+    @reify
+    def host(self) -> str:
+        """Hostname of the request.
+
+        Hostname is resolved in this order:
+
+        - overridden value by .clone(host=new_host) call.
+        - HOST HTTP header
+        - socket.getfqdn() value
+        """
+        host = self._message.headers.get(hdrs.HOST)
+        if host is not None:
+            return host
+        return socket.getfqdn()
+
+    @reify
+    def remote(self) -> Optional[str]:
+        """Remote IP of client initiated HTTP request.
+
+        The IP is resolved in this order:
+
+        - overridden value by .clone(remote=new_remote) call.
+        - peername of opened socket
+        """
+        if self._transport_peername is None:
+            return None
+        if isinstance(self._transport_peername, (list, tuple)):
+            return str(self._transport_peername[0])
+        return str(self._transport_peername)
+
+    @reify
+    def url(self) -> URL:
+        url = URL.build(scheme=self.scheme, host=self.host)
+        return url.join(self._rel_url)
+
+    @reify
+    def path(self) -> str:
+        """The URL including *PATH INFO* without the host or scheme.
+
+        E.g., ``/app/blog``
+        """
+        return self._rel_url.path
+
+    @reify
+    def path_qs(self) -> str:
+        """The URL including PATH_INFO and the query string.
+
+        E.g, /app/blog?id=10
+        """
+        return str(self._rel_url)
+
+    @reify
+    def raw_path(self) -> str:
+        """The URL including raw *PATH INFO* without the host or scheme.
+
+        Warning, the path is unquoted and may contains non valid URL characters
+
+        E.g., ``/my%2Fpath%7Cwith%21some%25strange%24characters``
+        """
+        return self._message.path
+
+    @reify
+    def query(self) -> "MultiDictProxy[str]":
+        """A multidict with all the variables in the query string."""
+        return MultiDictProxy(self._rel_url.query)
+
+    @reify
+    def query_string(self) -> str:
+        """The query string in the URL.
+
+        E.g., id=10
+        """
+        return self._rel_url.query_string
+
+    @reify
+    def headers(self) -> "CIMultiDictProxy[str]":
+        """A case-insensitive multidict proxy with all headers."""
+        return self._headers
+
+    @reify
+    def raw_headers(self) -> RawHeaders:
+        """A sequence of pairs for all headers."""
+        return self._message.raw_headers
+
+    @reify
+    def if_modified_since(self) -> Optional[datetime.datetime]:
+        """The value of If-Modified-Since HTTP header, or None.
+
+        This header is represented as a `datetime` object.
+        """
+        return parse_http_date(self.headers.get(hdrs.IF_MODIFIED_SINCE))
+
+    @reify
+    def if_unmodified_since(self) -> Optional[datetime.datetime]:
+        """The value of If-Unmodified-Since HTTP header, or None.
+
+        This header is represented as a `datetime` object.
+        """
+        return parse_http_date(self.headers.get(hdrs.IF_UNMODIFIED_SINCE))
+
+    @staticmethod
+    def _etag_values(etag_header: str) -> Iterator[ETag]:
+        """Extract `ETag` objects from raw header."""
+        if etag_header == ETAG_ANY:
+            yield ETag(
+                is_weak=False,
+                value=ETAG_ANY,
+            )
+        else:
+            for match in LIST_QUOTED_ETAG_RE.finditer(etag_header):
+                is_weak, value, garbage = match.group(2, 3, 4)
+                # Any symbol captured by 4th group means
+                # that the following sequence is invalid.
+                if garbage:
+                    break
+
+                yield ETag(
+                    is_weak=bool(is_weak),
+                    value=value,
+                )
+
+    @classmethod
+    def _if_match_or_none_impl(
+        cls, header_value: Optional[str]
+    ) -> Optional[Tuple[ETag, ...]]:
+        if not header_value:
+            return None
+
+        return tuple(cls._etag_values(header_value))
+
+    @reify
+    def if_match(self) -> Optional[Tuple[ETag, ...]]:
+        """The value of If-Match HTTP header, or None.
+
+        This header is represented as a `tuple` of `ETag` objects.
+        """
+        return self._if_match_or_none_impl(self.headers.get(hdrs.IF_MATCH))
+
+    @reify
+    def if_none_match(self) -> Optional[Tuple[ETag, ...]]:
+        """The value of If-None-Match HTTP header, or None.
+
+        This header is represented as a `tuple` of `ETag` objects.
+        """
+        return self._if_match_or_none_impl(self.headers.get(hdrs.IF_NONE_MATCH))
+
+    @reify
+    def if_range(self) -> Optional[datetime.datetime]:
+        """The value of If-Range HTTP header, or None.
+
+        This header is represented as a `datetime` object.
+        """
+        return parse_http_date(self.headers.get(hdrs.IF_RANGE))
+
+    @reify
+    def keep_alive(self) -> bool:
+        """Is keepalive enabled by client?"""
+        return not self._message.should_close
+
+    @reify
+    def cookies(self) -> Mapping[str, str]:
+        """Return request cookies.
+
+        A read-only dictionary-like object.
+        """
+        raw = self.headers.get(hdrs.COOKIE, "")
+        parsed: SimpleCookie[str] = SimpleCookie(raw)
+        return MappingProxyType({key: val.value for key, val in parsed.items()})
+
+    @reify
+    def http_range(self) -> slice:
+        """The content of Range HTTP header.
+
+        Return a slice instance.
+
+        """
+        rng = self._headers.get(hdrs.RANGE)
+        start, end = None, None
+        if rng is not None:
+            try:
+                pattern = r"^bytes=(\d*)-(\d*)$"
+                start, end = re.findall(pattern, rng)[0]
+            except IndexError:  # pattern was not found in header
+                raise ValueError("range not in acceptable format")
+
+            end = int(end) if end else None
+            start = int(start) if start else None
+
+            if start is None and end is not None:
+                # end with no start is to return tail of content
+                start = -end
+                end = None
+
+            if start is not None and end is not None:
+                # end is inclusive in range header, exclusive for slice
+                end += 1
+
+                if start >= end:
+                    raise ValueError("start cannot be after end")
+
+            if start is end is None:  # No valid range supplied
+                raise ValueError("No start or end of range specified")
+
+        return slice(start, end, 1)
+
+    @reify
+    def content(self) -> StreamReader:
+        """Return raw payload stream."""
+        return self._payload
+
+    @property
+    def has_body(self) -> bool:
+        """Return True if request's HTTP BODY can be read, False otherwise."""
+        warnings.warn(
+            "Deprecated, use .can_read_body #2005", DeprecationWarning, stacklevel=2
+        )
+        return not self._payload.at_eof()
+
+    @property
+    def can_read_body(self) -> bool:
+        """Return True if request's HTTP BODY can be read, False otherwise."""
+        return not self._payload.at_eof()
+
+    @reify
+    def body_exists(self) -> bool:
+        """Return True if request has HTTP BODY, False otherwise."""
+        return type(self._payload) is not EmptyStreamReader
+
+    async def release(self) -> None:
+        """Release request.
+
+        Eat unread part of HTTP BODY if present.
+        """
+        while not self._payload.at_eof():
+            await self._payload.readany()
+
+    async def read(self) -> bytes:
+        """Read request body if present.
+
+        Returns bytes object with full request content.
+        """
+        if self._read_bytes is None:
+            body = bytearray()
+            while True:
+                chunk = await self._payload.readany()
+                body.extend(chunk)
+                if self._client_max_size:
+                    body_size = len(body)
+                    if body_size >= self._client_max_size:
+                        raise HTTPRequestEntityTooLarge(
+                            max_size=self._client_max_size, actual_size=body_size
+                        )
+                if not chunk:
+                    break
+            self._read_bytes = bytes(body)
+        return self._read_bytes
+
+    async def text(self) -> str:
+        """Return BODY as text using encoding from .charset."""
+        bytes_body = await self.read()
+        encoding = self.charset or "utf-8"
+        return bytes_body.decode(encoding)
+
+    async def json(self, *, loads: JSONDecoder = DEFAULT_JSON_DECODER) -> Any:
+        """Return BODY as JSON."""
+        body = await self.text()
+        return loads(body)
+
+    async def multipart(self) -> MultipartReader:
+        """Return async iterator to process BODY as multipart."""
+        return MultipartReader(self._headers, self._payload)
+
+    async def post(self) -> "MultiDictProxy[Union[str, bytes, FileField]]":
+        """Return POST parameters."""
+        if self._post is not None:
+            return self._post
+        if self._method not in self.POST_METHODS:
+            self._post = MultiDictProxy(MultiDict())
+            return self._post
+
+        content_type = self.content_type
+        if content_type not in (
+            "",
+            "application/x-www-form-urlencoded",
+            "multipart/form-data",
+        ):
+            self._post = MultiDictProxy(MultiDict())
+            return self._post
+
+        out: MultiDict[Union[str, bytes, FileField]] = MultiDict()
+
+        if content_type == "multipart/form-data":
+            multipart = await self.multipart()
+            max_size = self._client_max_size
+
+            field = await multipart.next()
+            while field is not None:
+                size = 0
+                field_ct = field.headers.get(hdrs.CONTENT_TYPE)
+
+                if isinstance(field, BodyPartReader):
+                    assert field.name is not None
+
+                    # Note that according to RFC 7578, the Content-Type header
+                    # is optional, even for files, so we can't assume it's
+                    # present.
+                    # https://tools.ietf.org/html/rfc7578#section-4.4
+                    if field.filename:
+                        # store file in temp file
+                        tmp = tempfile.TemporaryFile()
+                        chunk = await field.read_chunk(size=2**16)
+                        while chunk:
+                            chunk = field.decode(chunk)
+                            tmp.write(chunk)
+                            size += len(chunk)
+                            if 0 < max_size < size:
+                                tmp.close()
+                                raise HTTPRequestEntityTooLarge(
+                                    max_size=max_size, actual_size=size
+                                )
+                            chunk = await field.read_chunk(size=2**16)
+                        tmp.seek(0)
+
+                        if field_ct is None:
+                            field_ct = "application/octet-stream"
+
+                        ff = FileField(
+                            field.name,
+                            field.filename,
+                            cast(io.BufferedReader, tmp),
+                            field_ct,
+                            field.headers,
+                        )
+                        out.add(field.name, ff)
+                    else:
+                        # deal with ordinary data
+                        value = await field.read(decode=True)
+                        if field_ct is None or field_ct.startswith("text/"):
+                            charset = field.get_charset(default="utf-8")
+                            out.add(field.name, value.decode(charset))
+                        else:
+                            out.add(field.name, value)
+                        size += len(value)
+                        if 0 < max_size < size:
+                            raise HTTPRequestEntityTooLarge(
+                                max_size=max_size, actual_size=size
+                            )
+                else:
+                    raise ValueError(
+                        "To decode nested multipart you need " "to use custom reader",
+                    )
+
+                field = await multipart.next()
+        else:
+            data = await self.read()
+            if data:
+                charset = self.charset or "utf-8"
+                out.extend(
+                    parse_qsl(
+                        data.rstrip().decode(charset),
+                        keep_blank_values=True,
+                        encoding=charset,
+                    )
+                )
+
+        self._post = MultiDictProxy(out)
+        return self._post
+
+    def get_extra_info(self, name: str, default: Any = None) -> Any:
+        """Extra info from protocol transport"""
+        protocol = self._protocol
+        if protocol is None:
+            return default
+
+        transport = protocol.transport
+        if transport is None:
+            return default
+
+        return transport.get_extra_info(name, default)
+
+    def __repr__(self) -> str:
+        ascii_encodable_path = self.path.encode("ascii", "backslashreplace").decode(
+            "ascii"
+        )
+        return "<{} {} {} >".format(
+            self.__class__.__name__, self._method, ascii_encodable_path
+        )
+
+    def __eq__(self, other: object) -> bool:
+        return id(self) == id(other)
+
+    def __bool__(self) -> bool:
+        return True
+
+    async def _prepare_hook(self, response: StreamResponse) -> None:
+        return
+
+    def _cancel(self, exc: BaseException) -> None:
+        self._payload.set_exception(exc)
+
+
+class Request(BaseRequest):
+
+    ATTRS = BaseRequest.ATTRS | frozenset(["_match_info"])
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        super().__init__(*args, **kwargs)
+
+        # matchdict, route_name, handler
+        # or information about traversal lookup
+
+        # initialized after route resolving
+        self._match_info: Optional[UrlMappingMatchInfo] = None
+
+    if DEBUG:
+
+        def __setattr__(self, name: str, val: Any) -> None:
+            if name not in self.ATTRS:
+                warnings.warn(
+                    "Setting custom {}.{} attribute "
+                    "is discouraged".format(self.__class__.__name__, name),
+                    DeprecationWarning,
+                    stacklevel=2,
+                )
+            super().__setattr__(name, val)
+
+    def clone(
+        self,
+        *,
+        method: str = sentinel,
+        rel_url: StrOrURL = sentinel,
+        headers: LooseHeaders = sentinel,
+        scheme: str = sentinel,
+        host: str = sentinel,
+        remote: str = sentinel,
+    ) -> "Request":
+        ret = super().clone(
+            method=method,
+            rel_url=rel_url,
+            headers=headers,
+            scheme=scheme,
+            host=host,
+            remote=remote,
+        )
+        new_ret = cast(Request, ret)
+        new_ret._match_info = self._match_info
+        return new_ret
+
+    @reify
+    def match_info(self) -> "UrlMappingMatchInfo":
+        """Result of route resolving."""
+        match_info = self._match_info
+        assert match_info is not None
+        return match_info
+
+    @property
+    def app(self) -> "Application":
+        """Application instance."""
+        match_info = self._match_info
+        assert match_info is not None
+        return match_info.current_app
+
+    @property
+    def config_dict(self) -> ChainMapProxy:
+        match_info = self._match_info
+        assert match_info is not None
+        lst = match_info.apps
+        app = self.app
+        idx = lst.index(app)
+        sublist = list(reversed(lst[: idx + 1]))
+        return ChainMapProxy(sublist)
+
+    async def _prepare_hook(self, response: StreamResponse) -> None:
+        match_info = self._match_info
+        if match_info is None:
+            return
+        for app in match_info._apps:
+            await app.on_response_prepare.send(self, response)
diff --git a/venv/lib/python3.8/site-packages/aiohttp/web_response.py b/venv/lib/python3.8/site-packages/aiohttp/web_response.py
new file mode 100644
index 0000000..ce07f81
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/web_response.py
@@ -0,0 +1,825 @@
+import asyncio
+import collections.abc
+import datetime
+import enum
+import json
+import math
+import time
+import warnings
+import zlib
+from concurrent.futures import Executor
+from http.cookies import Morsel, SimpleCookie
+from typing import (
+    TYPE_CHECKING,
+    Any,
+    Dict,
+    Iterator,
+    Mapping,
+    MutableMapping,
+    Optional,
+    Tuple,
+    Union,
+    cast,
+)
+
+from multidict import CIMultiDict, istr
+
+from . import hdrs, payload
+from .abc import AbstractStreamWriter
+from .helpers import (
+    ETAG_ANY,
+    PY_38,
+    QUOTED_ETAG_RE,
+    ETag,
+    HeadersMixin,
+    parse_http_date,
+    rfc822_formatted_time,
+    sentinel,
+    validate_etag_value,
+)
+from .http import RESPONSES, SERVER_SOFTWARE, HttpVersion10, HttpVersion11
+from .payload import Payload
+from .typedefs import JSONEncoder, LooseHeaders
+
+__all__ = ("ContentCoding", "StreamResponse", "Response", "json_response")
+
+
+if TYPE_CHECKING:  # pragma: no cover
+    from .web_request import BaseRequest
+
+    BaseClass = MutableMapping[str, Any]
+else:
+    BaseClass = collections.abc.MutableMapping
+
+
+if not PY_38:
+    # allow samesite to be used in python < 3.8
+    # already permitted in python 3.8, see https://bugs.python.org/issue29613
+    Morsel._reserved["samesite"] = "SameSite"  # type: ignore[attr-defined]
+
+
+class ContentCoding(enum.Enum):
+    # The content codings that we have support for.
+    #
+    # Additional registered codings are listed at:
+    # https://www.iana.org/assignments/http-parameters/http-parameters.xhtml#content-coding
+    deflate = "deflate"
+    gzip = "gzip"
+    identity = "identity"
+
+
+############################################################
+# HTTP Response classes
+############################################################
+
+
+class StreamResponse(BaseClass, HeadersMixin):
+
+    _length_check = True
+
+    def __init__(
+        self,
+        *,
+        status: int = 200,
+        reason: Optional[str] = None,
+        headers: Optional[LooseHeaders] = None,
+    ) -> None:
+        self._body = None
+        self._keep_alive: Optional[bool] = None
+        self._chunked = False
+        self._compression = False
+        self._compression_force: Optional[ContentCoding] = None
+        self._cookies: SimpleCookie[str] = SimpleCookie()
+
+        self._req: Optional[BaseRequest] = None
+        self._payload_writer: Optional[AbstractStreamWriter] = None
+        self._eof_sent = False
+        self._body_length = 0
+        self._state: Dict[str, Any] = {}
+
+        if headers is not None:
+            self._headers: CIMultiDict[str] = CIMultiDict(headers)
+        else:
+            self._headers = CIMultiDict()
+
+        self.set_status(status, reason)
+
+    @property
+    def prepared(self) -> bool:
+        return self._payload_writer is not None
+
+    @property
+    def task(self) -> "Optional[asyncio.Task[None]]":
+        if self._req:
+            return self._req.task
+        else:
+            return None
+
+    @property
+    def status(self) -> int:
+        return self._status
+
+    @property
+    def chunked(self) -> bool:
+        return self._chunked
+
+    @property
+    def compression(self) -> bool:
+        return self._compression
+
+    @property
+    def reason(self) -> str:
+        return self._reason
+
+    def set_status(
+        self,
+        status: int,
+        reason: Optional[str] = None,
+        _RESPONSES: Mapping[int, Tuple[str, str]] = RESPONSES,
+    ) -> None:
+        assert not self.prepared, (
+            "Cannot change the response status code after " "the headers have been sent"
+        )
+        self._status = int(status)
+        if reason is None:
+            try:
+                reason = _RESPONSES[self._status][0]
+            except Exception:
+                reason = ""
+        self._reason = reason
+
+    @property
+    def keep_alive(self) -> Optional[bool]:
+        return self._keep_alive
+
+    def force_close(self) -> None:
+        self._keep_alive = False
+
+    @property
+    def body_length(self) -> int:
+        return self._body_length
+
+    @property
+    def output_length(self) -> int:
+        warnings.warn("output_length is deprecated", DeprecationWarning)
+        assert self._payload_writer
+        return self._payload_writer.buffer_size
+
+    def enable_chunked_encoding(self, chunk_size: Optional[int] = None) -> None:
+        """Enables automatic chunked transfer encoding."""
+        self._chunked = True
+
+        if hdrs.CONTENT_LENGTH in self._headers:
+            raise RuntimeError(
+                "You can't enable chunked encoding when " "a content length is set"
+            )
+        if chunk_size is not None:
+            warnings.warn("Chunk size is deprecated #1615", DeprecationWarning)
+
+    def enable_compression(
+        self, force: Optional[Union[bool, ContentCoding]] = None
+    ) -> None:
+        """Enables response compression encoding."""
+        # Backwards compatibility for when force was a bool <0.17.
+        if type(force) == bool:
+            force = ContentCoding.deflate if force else ContentCoding.identity
+            warnings.warn(
+                "Using boolean for force is deprecated #3318", DeprecationWarning
+            )
+        elif force is not None:
+            assert isinstance(force, ContentCoding), (
+                "force should one of " "None, bool or " "ContentEncoding"
+            )
+
+        self._compression = True
+        self._compression_force = force
+
+    @property
+    def headers(self) -> "CIMultiDict[str]":
+        return self._headers
+
+    @property
+    def cookies(self) -> "SimpleCookie[str]":
+        return self._cookies
+
+    def set_cookie(
+        self,
+        name: str,
+        value: str,
+        *,
+        expires: Optional[str] = None,
+        domain: Optional[str] = None,
+        max_age: Optional[Union[int, str]] = None,
+        path: str = "/",
+        secure: Optional[bool] = None,
+        httponly: Optional[bool] = None,
+        version: Optional[str] = None,
+        samesite: Optional[str] = None,
+    ) -> None:
+        """Set or update response cookie.
+
+        Sets new cookie or updates existent with new value.
+        Also updates only those params which are not None.
+        """
+        old = self._cookies.get(name)
+        if old is not None and old.coded_value == "":
+            # deleted cookie
+            self._cookies.pop(name, None)
+
+        self._cookies[name] = value
+        c = self._cookies[name]
+
+        if expires is not None:
+            c["expires"] = expires
+        elif c.get("expires") == "Thu, 01 Jan 1970 00:00:00 GMT":
+            del c["expires"]
+
+        if domain is not None:
+            c["domain"] = domain
+
+        if max_age is not None:
+            c["max-age"] = str(max_age)
+        elif "max-age" in c:
+            del c["max-age"]
+
+        c["path"] = path
+
+        if secure is not None:
+            c["secure"] = secure
+        if httponly is not None:
+            c["httponly"] = httponly
+        if version is not None:
+            c["version"] = version
+        if samesite is not None:
+            c["samesite"] = samesite
+
+    def del_cookie(
+        self, name: str, *, domain: Optional[str] = None, path: str = "/"
+    ) -> None:
+        """Delete cookie.
+
+        Creates new empty expired cookie.
+        """
+        # TODO: do we need domain/path here?
+        self._cookies.pop(name, None)
+        self.set_cookie(
+            name,
+            "",
+            max_age=0,
+            expires="Thu, 01 Jan 1970 00:00:00 GMT",
+            domain=domain,
+            path=path,
+        )
+
+    @property
+    def content_length(self) -> Optional[int]:
+        # Just a placeholder for adding setter
+        return super().content_length
+
+    @content_length.setter
+    def content_length(self, value: Optional[int]) -> None:
+        if value is not None:
+            value = int(value)
+            if self._chunked:
+                raise RuntimeError(
+                    "You can't set content length when " "chunked encoding is enable"
+                )
+            self._headers[hdrs.CONTENT_LENGTH] = str(value)
+        else:
+            self._headers.pop(hdrs.CONTENT_LENGTH, None)
+
+    @property
+    def content_type(self) -> str:
+        # Just a placeholder for adding setter
+        return super().content_type
+
+    @content_type.setter
+    def content_type(self, value: str) -> None:
+        self.content_type  # read header values if needed
+        self._content_type = str(value)
+        self._generate_content_type_header()
+
+    @property
+    def charset(self) -> Optional[str]:
+        # Just a placeholder for adding setter
+        return super().charset
+
+    @charset.setter
+    def charset(self, value: Optional[str]) -> None:
+        ctype = self.content_type  # read header values if needed
+        if ctype == "application/octet-stream":
+            raise RuntimeError(
+                "Setting charset for application/octet-stream "
+                "doesn't make sense, setup content_type first"
+            )
+        assert self._content_dict is not None
+        if value is None:
+            self._content_dict.pop("charset", None)
+        else:
+            self._content_dict["charset"] = str(value).lower()
+        self._generate_content_type_header()
+
+    @property
+    def last_modified(self) -> Optional[datetime.datetime]:
+        """The value of Last-Modified HTTP header, or None.
+
+        This header is represented as a `datetime` object.
+        """
+        return parse_http_date(self._headers.get(hdrs.LAST_MODIFIED))
+
+    @last_modified.setter
+    def last_modified(
+        self, value: Optional[Union[int, float, datetime.datetime, str]]
+    ) -> None:
+        if value is None:
+            self._headers.pop(hdrs.LAST_MODIFIED, None)
+        elif isinstance(value, (int, float)):
+            self._headers[hdrs.LAST_MODIFIED] = time.strftime(
+                "%a, %d %b %Y %H:%M:%S GMT", time.gmtime(math.ceil(value))
+            )
+        elif isinstance(value, datetime.datetime):
+            self._headers[hdrs.LAST_MODIFIED] = time.strftime(
+                "%a, %d %b %Y %H:%M:%S GMT", value.utctimetuple()
+            )
+        elif isinstance(value, str):
+            self._headers[hdrs.LAST_MODIFIED] = value
+
+    @property
+    def etag(self) -> Optional[ETag]:
+        quoted_value = self._headers.get(hdrs.ETAG)
+        if not quoted_value:
+            return None
+        elif quoted_value == ETAG_ANY:
+            return ETag(value=ETAG_ANY)
+        match = QUOTED_ETAG_RE.fullmatch(quoted_value)
+        if not match:
+            return None
+        is_weak, value = match.group(1, 2)
+        return ETag(
+            is_weak=bool(is_weak),
+            value=value,
+        )
+
+    @etag.setter
+    def etag(self, value: Optional[Union[ETag, str]]) -> None:
+        if value is None:
+            self._headers.pop(hdrs.ETAG, None)
+        elif (isinstance(value, str) and value == ETAG_ANY) or (
+            isinstance(value, ETag) and value.value == ETAG_ANY
+        ):
+            self._headers[hdrs.ETAG] = ETAG_ANY
+        elif isinstance(value, str):
+            validate_etag_value(value)
+            self._headers[hdrs.ETAG] = f'"{value}"'
+        elif isinstance(value, ETag) and isinstance(value.value, str):
+            validate_etag_value(value.value)
+            hdr_value = f'W/"{value.value}"' if value.is_weak else f'"{value.value}"'
+            self._headers[hdrs.ETAG] = hdr_value
+        else:
+            raise ValueError(
+                f"Unsupported etag type: {type(value)}. "
+                f"etag must be str, ETag or None"
+            )
+
+    def _generate_content_type_header(
+        self, CONTENT_TYPE: istr = hdrs.CONTENT_TYPE
+    ) -> None:
+        assert self._content_dict is not None
+        assert self._content_type is not None
+        params = "; ".join(f"{k}={v}" for k, v in self._content_dict.items())
+        if params:
+            ctype = self._content_type + "; " + params
+        else:
+            ctype = self._content_type
+        self._headers[CONTENT_TYPE] = ctype
+
+    async def _do_start_compression(self, coding: ContentCoding) -> None:
+        if coding != ContentCoding.identity:
+            assert self._payload_writer is not None
+            self._headers[hdrs.CONTENT_ENCODING] = coding.value
+            self._payload_writer.enable_compression(coding.value)
+            # Compressed payload may have different content length,
+            # remove the header
+            self._headers.popall(hdrs.CONTENT_LENGTH, None)
+
+    async def _start_compression(self, request: "BaseRequest") -> None:
+        if self._compression_force:
+            await self._do_start_compression(self._compression_force)
+        else:
+            accept_encoding = request.headers.get(hdrs.ACCEPT_ENCODING, "").lower()
+            for coding in ContentCoding:
+                if coding.value in accept_encoding:
+                    await self._do_start_compression(coding)
+                    return
+
+    async def prepare(self, request: "BaseRequest") -> Optional[AbstractStreamWriter]:
+        if self._eof_sent:
+            return None
+        if self._payload_writer is not None:
+            return self._payload_writer
+
+        return await self._start(request)
+
+    async def _start(self, request: "BaseRequest") -> AbstractStreamWriter:
+        self._req = request
+        writer = self._payload_writer = request._payload_writer
+
+        await self._prepare_headers()
+        await request._prepare_hook(self)
+        await self._write_headers()
+
+        return writer
+
+    async def _prepare_headers(self) -> None:
+        request = self._req
+        assert request is not None
+        writer = self._payload_writer
+        assert writer is not None
+        keep_alive = self._keep_alive
+        if keep_alive is None:
+            keep_alive = request.keep_alive
+        self._keep_alive = keep_alive
+
+        version = request.version
+
+        headers = self._headers
+        for cookie in self._cookies.values():
+            value = cookie.output(header="")[1:]
+            headers.add(hdrs.SET_COOKIE, value)
+
+        if self._compression:
+            await self._start_compression(request)
+
+        if self._chunked:
+            if version != HttpVersion11:
+                raise RuntimeError(
+                    "Using chunked encoding is forbidden "
+                    "for HTTP/{0.major}.{0.minor}".format(request.version)
+                )
+            writer.enable_chunking()
+            headers[hdrs.TRANSFER_ENCODING] = "chunked"
+            if hdrs.CONTENT_LENGTH in headers:
+                del headers[hdrs.CONTENT_LENGTH]
+        elif self._length_check:
+            writer.length = self.content_length
+            if writer.length is None:
+                if version >= HttpVersion11 and self.status != 204:
+                    writer.enable_chunking()
+                    headers[hdrs.TRANSFER_ENCODING] = "chunked"
+                    if hdrs.CONTENT_LENGTH in headers:
+                        del headers[hdrs.CONTENT_LENGTH]
+                else:
+                    keep_alive = False
+            # HTTP 1.1: https://tools.ietf.org/html/rfc7230#section-3.3.2
+            # HTTP 1.0: https://tools.ietf.org/html/rfc1945#section-10.4
+            elif version >= HttpVersion11 and self.status in (100, 101, 102, 103, 204):
+                del headers[hdrs.CONTENT_LENGTH]
+
+        if self.status not in (204, 304):
+            headers.setdefault(hdrs.CONTENT_TYPE, "application/octet-stream")
+        headers.setdefault(hdrs.DATE, rfc822_formatted_time())
+        headers.setdefault(hdrs.SERVER, SERVER_SOFTWARE)
+
+        # connection header
+        if hdrs.CONNECTION not in headers:
+            if keep_alive:
+                if version == HttpVersion10:
+                    headers[hdrs.CONNECTION] = "keep-alive"
+            else:
+                if version == HttpVersion11:
+                    headers[hdrs.CONNECTION] = "close"
+
+    async def _write_headers(self) -> None:
+        request = self._req
+        assert request is not None
+        writer = self._payload_writer
+        assert writer is not None
+        # status line
+        version = request.version
+        status_line = "HTTP/{}.{} {} {}".format(
+            version[0], version[1], self._status, self._reason
+        )
+        await writer.write_headers(status_line, self._headers)
+
+    async def write(self, data: bytes) -> None:
+        assert isinstance(
+            data, (bytes, bytearray, memoryview)
+        ), "data argument must be byte-ish (%r)" % type(data)
+
+        if self._eof_sent:
+            raise RuntimeError("Cannot call write() after write_eof()")
+        if self._payload_writer is None:
+            raise RuntimeError("Cannot call write() before prepare()")
+
+        await self._payload_writer.write(data)
+
+    async def drain(self) -> None:
+        assert not self._eof_sent, "EOF has already been sent"
+        assert self._payload_writer is not None, "Response has not been started"
+        warnings.warn(
+            "drain method is deprecated, use await resp.write()",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        await self._payload_writer.drain()
+
+    async def write_eof(self, data: bytes = b"") -> None:
+        assert isinstance(
+            data, (bytes, bytearray, memoryview)
+        ), "data argument must be byte-ish (%r)" % type(data)
+
+        if self._eof_sent:
+            return
+
+        assert self._payload_writer is not None, "Response has not been started"
+
+        await self._payload_writer.write_eof(data)
+        self._eof_sent = True
+        self._req = None
+        self._body_length = self._payload_writer.output_size
+        self._payload_writer = None
+
+    def __repr__(self) -> str:
+        if self._eof_sent:
+            info = "eof"
+        elif self.prepared:
+            assert self._req is not None
+            info = f"{self._req.method} {self._req.path} "
+        else:
+            info = "not prepared"
+        return f"<{self.__class__.__name__} {self.reason} {info}>"
+
+    def __getitem__(self, key: str) -> Any:
+        return self._state[key]
+
+    def __setitem__(self, key: str, value: Any) -> None:
+        self._state[key] = value
+
+    def __delitem__(self, key: str) -> None:
+        del self._state[key]
+
+    def __len__(self) -> int:
+        return len(self._state)
+
+    def __iter__(self) -> Iterator[str]:
+        return iter(self._state)
+
+    def __hash__(self) -> int:
+        return hash(id(self))
+
+    def __eq__(self, other: object) -> bool:
+        return self is other
+
+
+class Response(StreamResponse):
+    def __init__(
+        self,
+        *,
+        body: Any = None,
+        status: int = 200,
+        reason: Optional[str] = None,
+        text: Optional[str] = None,
+        headers: Optional[LooseHeaders] = None,
+        content_type: Optional[str] = None,
+        charset: Optional[str] = None,
+        zlib_executor_size: Optional[int] = None,
+        zlib_executor: Optional[Executor] = None,
+    ) -> None:
+        if body is not None and text is not None:
+            raise ValueError("body and text are not allowed together")
+
+        if headers is None:
+            real_headers: CIMultiDict[str] = CIMultiDict()
+        elif not isinstance(headers, CIMultiDict):
+            real_headers = CIMultiDict(headers)
+        else:
+            real_headers = headers  # = cast('CIMultiDict[str]', headers)
+
+        if content_type is not None and "charset" in content_type:
+            raise ValueError("charset must not be in content_type " "argument")
+
+        if text is not None:
+            if hdrs.CONTENT_TYPE in real_headers:
+                if content_type or charset:
+                    raise ValueError(
+                        "passing both Content-Type header and "
+                        "content_type or charset params "
+                        "is forbidden"
+                    )
+            else:
+                # fast path for filling headers
+                if not isinstance(text, str):
+                    raise TypeError("text argument must be str (%r)" % type(text))
+                if content_type is None:
+                    content_type = "text/plain"
+                if charset is None:
+                    charset = "utf-8"
+                real_headers[hdrs.CONTENT_TYPE] = content_type + "; charset=" + charset
+                body = text.encode(charset)
+                text = None
+        else:
+            if hdrs.CONTENT_TYPE in real_headers:
+                if content_type is not None or charset is not None:
+                    raise ValueError(
+                        "passing both Content-Type header and "
+                        "content_type or charset params "
+                        "is forbidden"
+                    )
+            else:
+                if content_type is not None:
+                    if charset is not None:
+                        content_type += "; charset=" + charset
+                    real_headers[hdrs.CONTENT_TYPE] = content_type
+
+        super().__init__(status=status, reason=reason, headers=real_headers)
+
+        if text is not None:
+            self.text = text
+        else:
+            self.body = body
+
+        self._compressed_body: Optional[bytes] = None
+        self._zlib_executor_size = zlib_executor_size
+        self._zlib_executor = zlib_executor
+
+    @property
+    def body(self) -> Optional[Union[bytes, Payload]]:
+        return self._body
+
+    @body.setter
+    def body(
+        self,
+        body: bytes,
+        CONTENT_TYPE: istr = hdrs.CONTENT_TYPE,
+        CONTENT_LENGTH: istr = hdrs.CONTENT_LENGTH,
+    ) -> None:
+        if body is None:
+            self._body: Optional[bytes] = None
+            self._body_payload: bool = False
+        elif isinstance(body, (bytes, bytearray)):
+            self._body = body
+            self._body_payload = False
+        else:
+            try:
+                self._body = body = payload.PAYLOAD_REGISTRY.get(body)
+            except payload.LookupError:
+                raise ValueError("Unsupported body type %r" % type(body))
+
+            self._body_payload = True
+
+            headers = self._headers
+
+            # set content-length header if needed
+            if not self._chunked and CONTENT_LENGTH not in headers:
+                size = body.size
+                if size is not None:
+                    headers[CONTENT_LENGTH] = str(size)
+
+            # set content-type
+            if CONTENT_TYPE not in headers:
+                headers[CONTENT_TYPE] = body.content_type
+
+            # copy payload headers
+            if body.headers:
+                for (key, value) in body.headers.items():
+                    if key not in headers:
+                        headers[key] = value
+
+        self._compressed_body = None
+
+    @property
+    def text(self) -> Optional[str]:
+        if self._body is None:
+            return None
+        return self._body.decode(self.charset or "utf-8")
+
+    @text.setter
+    def text(self, text: str) -> None:
+        assert text is None or isinstance(
+            text, str
+        ), "text argument must be str (%r)" % type(text)
+
+        if self.content_type == "application/octet-stream":
+            self.content_type = "text/plain"
+        if self.charset is None:
+            self.charset = "utf-8"
+
+        self._body = text.encode(self.charset)
+        self._body_payload = False
+        self._compressed_body = None
+
+    @property
+    def content_length(self) -> Optional[int]:
+        if self._chunked:
+            return None
+
+        if hdrs.CONTENT_LENGTH in self._headers:
+            return super().content_length
+
+        if self._compressed_body is not None:
+            # Return length of the compressed body
+            return len(self._compressed_body)
+        elif self._body_payload:
+            # A payload without content length, or a compressed payload
+            return None
+        elif self._body is not None:
+            return len(self._body)
+        else:
+            return 0
+
+    @content_length.setter
+    def content_length(self, value: Optional[int]) -> None:
+        raise RuntimeError("Content length is set automatically")
+
+    async def write_eof(self, data: bytes = b"") -> None:
+        if self._eof_sent:
+            return
+        if self._compressed_body is None:
+            body: Optional[Union[bytes, Payload]] = self._body
+        else:
+            body = self._compressed_body
+        assert not data, f"data arg is not supported, got {data!r}"
+        assert self._req is not None
+        assert self._payload_writer is not None
+        if body is not None:
+            if self._req._method == hdrs.METH_HEAD or self._status in [204, 304]:
+                await super().write_eof()
+            elif self._body_payload:
+                payload = cast(Payload, body)
+                await payload.write(self._payload_writer)
+                await super().write_eof()
+            else:
+                await super().write_eof(cast(bytes, body))
+        else:
+            await super().write_eof()
+
+    async def _start(self, request: "BaseRequest") -> AbstractStreamWriter:
+        if not self._chunked and hdrs.CONTENT_LENGTH not in self._headers:
+            if not self._body_payload:
+                if self._body is not None:
+                    self._headers[hdrs.CONTENT_LENGTH] = str(len(self._body))
+                else:
+                    self._headers[hdrs.CONTENT_LENGTH] = "0"
+
+        return await super()._start(request)
+
+    def _compress_body(self, zlib_mode: int) -> None:
+        assert zlib_mode > 0
+        compressobj = zlib.compressobj(wbits=zlib_mode)
+        body_in = self._body
+        assert body_in is not None
+        self._compressed_body = compressobj.compress(body_in) + compressobj.flush()
+
+    async def _do_start_compression(self, coding: ContentCoding) -> None:
+        if self._body_payload or self._chunked:
+            return await super()._do_start_compression(coding)
+
+        if coding != ContentCoding.identity:
+            # Instead of using _payload_writer.enable_compression,
+            # compress the whole body
+            zlib_mode = (
+                16 + zlib.MAX_WBITS if coding == ContentCoding.gzip else zlib.MAX_WBITS
+            )
+            body_in = self._body
+            assert body_in is not None
+            if (
+                self._zlib_executor_size is not None
+                and len(body_in) > self._zlib_executor_size
+            ):
+                await asyncio.get_event_loop().run_in_executor(
+                    self._zlib_executor, self._compress_body, zlib_mode
+                )
+            else:
+                self._compress_body(zlib_mode)
+
+            body_out = self._compressed_body
+            assert body_out is not None
+
+            self._headers[hdrs.CONTENT_ENCODING] = coding.value
+            self._headers[hdrs.CONTENT_LENGTH] = str(len(body_out))
+
+
+def json_response(
+    data: Any = sentinel,
+    *,
+    text: Optional[str] = None,
+    body: Optional[bytes] = None,
+    status: int = 200,
+    reason: Optional[str] = None,
+    headers: Optional[LooseHeaders] = None,
+    content_type: str = "application/json",
+    dumps: JSONEncoder = json.dumps,
+) -> Response:
+    if data is not sentinel:
+        if text or body:
+            raise ValueError("only one of data, text, or body should be specified")
+        else:
+            text = dumps(data)
+    return Response(
+        text=text,
+        body=body,
+        status=status,
+        reason=reason,
+        headers=headers,
+        content_type=content_type,
+    )
diff --git a/venv/lib/python3.8/site-packages/aiohttp/web_routedef.py b/venv/lib/python3.8/site-packages/aiohttp/web_routedef.py
new file mode 100644
index 0000000..a1eb0a7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/web_routedef.py
@@ -0,0 +1,216 @@
+import abc
+import os  # noqa
+from typing import (
+    TYPE_CHECKING,
+    Any,
+    Callable,
+    Dict,
+    Iterator,
+    List,
+    Optional,
+    Sequence,
+    Type,
+    Union,
+    overload,
+)
+
+import attr
+
+from . import hdrs
+from .abc import AbstractView
+from .typedefs import Handler, PathLike
+
+if TYPE_CHECKING:  # pragma: no cover
+    from .web_request import Request
+    from .web_response import StreamResponse
+    from .web_urldispatcher import AbstractRoute, UrlDispatcher
+else:
+    Request = StreamResponse = UrlDispatcher = AbstractRoute = None
+
+
+__all__ = (
+    "AbstractRouteDef",
+    "RouteDef",
+    "StaticDef",
+    "RouteTableDef",
+    "head",
+    "options",
+    "get",
+    "post",
+    "patch",
+    "put",
+    "delete",
+    "route",
+    "view",
+    "static",
+)
+
+
+class AbstractRouteDef(abc.ABC):
+    @abc.abstractmethod
+    def register(self, router: UrlDispatcher) -> List[AbstractRoute]:
+        pass  # pragma: no cover
+
+
+_HandlerType = Union[Type[AbstractView], Handler]
+
+
+@attr.s(auto_attribs=True, frozen=True, repr=False, slots=True)
+class RouteDef(AbstractRouteDef):
+    method: str
+    path: str
+    handler: _HandlerType
+    kwargs: Dict[str, Any]
+
+    def __repr__(self) -> str:
+        info = []
+        for name, value in sorted(self.kwargs.items()):
+            info.append(f", {name}={value!r}")
+        return "<RouteDef {method} {path} -> {handler.__name__!r}" "{info}>".format(
+            method=self.method, path=self.path, handler=self.handler, info="".join(info)
+        )
+
+    def register(self, router: UrlDispatcher) -> List[AbstractRoute]:
+        if self.method in hdrs.METH_ALL:
+            reg = getattr(router, "add_" + self.method.lower())
+            return [reg(self.path, self.handler, **self.kwargs)]
+        else:
+            return [
+                router.add_route(self.method, self.path, self.handler, **self.kwargs)
+            ]
+
+
+@attr.s(auto_attribs=True, frozen=True, repr=False, slots=True)
+class StaticDef(AbstractRouteDef):
+    prefix: str
+    path: PathLike
+    kwargs: Dict[str, Any]
+
+    def __repr__(self) -> str:
+        info = []
+        for name, value in sorted(self.kwargs.items()):
+            info.append(f", {name}={value!r}")
+        return "<StaticDef {prefix} -> {path}" "{info}>".format(
+            prefix=self.prefix, path=self.path, info="".join(info)
+        )
+
+    def register(self, router: UrlDispatcher) -> List[AbstractRoute]:
+        resource = router.add_static(self.prefix, self.path, **self.kwargs)
+        routes = resource.get_info().get("routes", {})
+        return list(routes.values())
+
+
+def route(method: str, path: str, handler: _HandlerType, **kwargs: Any) -> RouteDef:
+    return RouteDef(method, path, handler, kwargs)
+
+
+def head(path: str, handler: _HandlerType, **kwargs: Any) -> RouteDef:
+    return route(hdrs.METH_HEAD, path, handler, **kwargs)
+
+
+def options(path: str, handler: _HandlerType, **kwargs: Any) -> RouteDef:
+    return route(hdrs.METH_OPTIONS, path, handler, **kwargs)
+
+
+def get(
+    path: str,
+    handler: _HandlerType,
+    *,
+    name: Optional[str] = None,
+    allow_head: bool = True,
+    **kwargs: Any,
+) -> RouteDef:
+    return route(
+        hdrs.METH_GET, path, handler, name=name, allow_head=allow_head, **kwargs
+    )
+
+
+def post(path: str, handler: _HandlerType, **kwargs: Any) -> RouteDef:
+    return route(hdrs.METH_POST, path, handler, **kwargs)
+
+
+def put(path: str, handler: _HandlerType, **kwargs: Any) -> RouteDef:
+    return route(hdrs.METH_PUT, path, handler, **kwargs)
+
+
+def patch(path: str, handler: _HandlerType, **kwargs: Any) -> RouteDef:
+    return route(hdrs.METH_PATCH, path, handler, **kwargs)
+
+
+def delete(path: str, handler: _HandlerType, **kwargs: Any) -> RouteDef:
+    return route(hdrs.METH_DELETE, path, handler, **kwargs)
+
+
+def view(path: str, handler: Type[AbstractView], **kwargs: Any) -> RouteDef:
+    return route(hdrs.METH_ANY, path, handler, **kwargs)
+
+
+def static(prefix: str, path: PathLike, **kwargs: Any) -> StaticDef:
+    return StaticDef(prefix, path, kwargs)
+
+
+_Deco = Callable[[_HandlerType], _HandlerType]
+
+
+class RouteTableDef(Sequence[AbstractRouteDef]):
+    """Route definition table"""
+
+    def __init__(self) -> None:
+        self._items: List[AbstractRouteDef] = []
+
+    def __repr__(self) -> str:
+        return f"<RouteTableDef count={len(self._items)}>"
+
+    @overload
+    def __getitem__(self, index: int) -> AbstractRouteDef:
+        ...
+
+    @overload
+    def __getitem__(self, index: slice) -> List[AbstractRouteDef]:
+        ...
+
+    def __getitem__(self, index):  # type: ignore[no-untyped-def]
+        return self._items[index]
+
+    def __iter__(self) -> Iterator[AbstractRouteDef]:
+        return iter(self._items)
+
+    def __len__(self) -> int:
+        return len(self._items)
+
+    def __contains__(self, item: object) -> bool:
+        return item in self._items
+
+    def route(self, method: str, path: str, **kwargs: Any) -> _Deco:
+        def inner(handler: _HandlerType) -> _HandlerType:
+            self._items.append(RouteDef(method, path, handler, kwargs))
+            return handler
+
+        return inner
+
+    def head(self, path: str, **kwargs: Any) -> _Deco:
+        return self.route(hdrs.METH_HEAD, path, **kwargs)
+
+    def get(self, path: str, **kwargs: Any) -> _Deco:
+        return self.route(hdrs.METH_GET, path, **kwargs)
+
+    def post(self, path: str, **kwargs: Any) -> _Deco:
+        return self.route(hdrs.METH_POST, path, **kwargs)
+
+    def put(self, path: str, **kwargs: Any) -> _Deco:
+        return self.route(hdrs.METH_PUT, path, **kwargs)
+
+    def patch(self, path: str, **kwargs: Any) -> _Deco:
+        return self.route(hdrs.METH_PATCH, path, **kwargs)
+
+    def delete(self, path: str, **kwargs: Any) -> _Deco:
+        return self.route(hdrs.METH_DELETE, path, **kwargs)
+
+    def options(self, path: str, **kwargs: Any) -> _Deco:
+        return self.route(hdrs.METH_OPTIONS, path, **kwargs)
+
+    def view(self, path: str, **kwargs: Any) -> _Deco:
+        return self.route(hdrs.METH_ANY, path, **kwargs)
+
+    def static(self, prefix: str, path: PathLike, **kwargs: Any) -> None:
+        self._items.append(StaticDef(prefix, path, kwargs))
diff --git a/venv/lib/python3.8/site-packages/aiohttp/web_runner.py b/venv/lib/python3.8/site-packages/aiohttp/web_runner.py
new file mode 100644
index 0000000..9282bb9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/web_runner.py
@@ -0,0 +1,381 @@
+import asyncio
+import signal
+import socket
+from abc import ABC, abstractmethod
+from typing import Any, List, Optional, Set
+
+from yarl import URL
+
+from .web_app import Application
+from .web_server import Server
+
+try:
+    from ssl import SSLContext
+except ImportError:
+    SSLContext = object  # type: ignore[misc,assignment]
+
+
+__all__ = (
+    "BaseSite",
+    "TCPSite",
+    "UnixSite",
+    "NamedPipeSite",
+    "SockSite",
+    "BaseRunner",
+    "AppRunner",
+    "ServerRunner",
+    "GracefulExit",
+)
+
+
+class GracefulExit(SystemExit):
+    code = 1
+
+
+def _raise_graceful_exit() -> None:
+    raise GracefulExit()
+
+
+class BaseSite(ABC):
+    __slots__ = ("_runner", "_shutdown_timeout", "_ssl_context", "_backlog", "_server")
+
+    def __init__(
+        self,
+        runner: "BaseRunner",
+        *,
+        shutdown_timeout: float = 60.0,
+        ssl_context: Optional[SSLContext] = None,
+        backlog: int = 128,
+    ) -> None:
+        if runner.server is None:
+            raise RuntimeError("Call runner.setup() before making a site")
+        self._runner = runner
+        self._shutdown_timeout = shutdown_timeout
+        self._ssl_context = ssl_context
+        self._backlog = backlog
+        self._server: Optional[asyncio.AbstractServer] = None
+
+    @property
+    @abstractmethod
+    def name(self) -> str:
+        pass  # pragma: no cover
+
+    @abstractmethod
+    async def start(self) -> None:
+        self._runner._reg_site(self)
+
+    async def stop(self) -> None:
+        self._runner._check_site(self)
+        if self._server is None:
+            self._runner._unreg_site(self)
+            return  # not started yet
+        self._server.close()
+        # named pipes do not have wait_closed property
+        if hasattr(self._server, "wait_closed"):
+            await self._server.wait_closed()
+        await self._runner.shutdown()
+        assert self._runner.server
+        await self._runner.server.shutdown(self._shutdown_timeout)
+        self._runner._unreg_site(self)
+
+
+class TCPSite(BaseSite):
+    __slots__ = ("_host", "_port", "_reuse_address", "_reuse_port")
+
+    def __init__(
+        self,
+        runner: "BaseRunner",
+        host: Optional[str] = None,
+        port: Optional[int] = None,
+        *,
+        shutdown_timeout: float = 60.0,
+        ssl_context: Optional[SSLContext] = None,
+        backlog: int = 128,
+        reuse_address: Optional[bool] = None,
+        reuse_port: Optional[bool] = None,
+    ) -> None:
+        super().__init__(
+            runner,
+            shutdown_timeout=shutdown_timeout,
+            ssl_context=ssl_context,
+            backlog=backlog,
+        )
+        self._host = host
+        if port is None:
+            port = 8443 if self._ssl_context else 8080
+        self._port = port
+        self._reuse_address = reuse_address
+        self._reuse_port = reuse_port
+
+    @property
+    def name(self) -> str:
+        scheme = "https" if self._ssl_context else "http"
+        host = "0.0.0.0" if self._host is None else self._host
+        return str(URL.build(scheme=scheme, host=host, port=self._port))
+
+    async def start(self) -> None:
+        await super().start()
+        loop = asyncio.get_event_loop()
+        server = self._runner.server
+        assert server is not None
+        self._server = await loop.create_server(
+            server,
+            self._host,
+            self._port,
+            ssl=self._ssl_context,
+            backlog=self._backlog,
+            reuse_address=self._reuse_address,
+            reuse_port=self._reuse_port,
+        )
+
+
+class UnixSite(BaseSite):
+    __slots__ = ("_path",)
+
+    def __init__(
+        self,
+        runner: "BaseRunner",
+        path: str,
+        *,
+        shutdown_timeout: float = 60.0,
+        ssl_context: Optional[SSLContext] = None,
+        backlog: int = 128,
+    ) -> None:
+        super().__init__(
+            runner,
+            shutdown_timeout=shutdown_timeout,
+            ssl_context=ssl_context,
+            backlog=backlog,
+        )
+        self._path = path
+
+    @property
+    def name(self) -> str:
+        scheme = "https" if self._ssl_context else "http"
+        return f"{scheme}://unix:{self._path}:"
+
+    async def start(self) -> None:
+        await super().start()
+        loop = asyncio.get_event_loop()
+        server = self._runner.server
+        assert server is not None
+        self._server = await loop.create_unix_server(
+            server, self._path, ssl=self._ssl_context, backlog=self._backlog
+        )
+
+
+class NamedPipeSite(BaseSite):
+    __slots__ = ("_path",)
+
+    def __init__(
+        self, runner: "BaseRunner", path: str, *, shutdown_timeout: float = 60.0
+    ) -> None:
+        loop = asyncio.get_event_loop()
+        if not isinstance(
+            loop, asyncio.ProactorEventLoop  # type: ignore[attr-defined]
+        ):
+            raise RuntimeError(
+                "Named Pipes only available in proactor" "loop under windows"
+            )
+        super().__init__(runner, shutdown_timeout=shutdown_timeout)
+        self._path = path
+
+    @property
+    def name(self) -> str:
+        return self._path
+
+    async def start(self) -> None:
+        await super().start()
+        loop = asyncio.get_event_loop()
+        server = self._runner.server
+        assert server is not None
+        _server = await loop.start_serving_pipe(  # type: ignore[attr-defined]
+            server, self._path
+        )
+        self._server = _server[0]
+
+
+class SockSite(BaseSite):
+    __slots__ = ("_sock", "_name")
+
+    def __init__(
+        self,
+        runner: "BaseRunner",
+        sock: socket.socket,
+        *,
+        shutdown_timeout: float = 60.0,
+        ssl_context: Optional[SSLContext] = None,
+        backlog: int = 128,
+    ) -> None:
+        super().__init__(
+            runner,
+            shutdown_timeout=shutdown_timeout,
+            ssl_context=ssl_context,
+            backlog=backlog,
+        )
+        self._sock = sock
+        scheme = "https" if self._ssl_context else "http"
+        if hasattr(socket, "AF_UNIX") and sock.family == socket.AF_UNIX:
+            name = f"{scheme}://unix:{sock.getsockname()}:"
+        else:
+            host, port = sock.getsockname()[:2]
+            name = str(URL.build(scheme=scheme, host=host, port=port))
+        self._name = name
+
+    @property
+    def name(self) -> str:
+        return self._name
+
+    async def start(self) -> None:
+        await super().start()
+        loop = asyncio.get_event_loop()
+        server = self._runner.server
+        assert server is not None
+        self._server = await loop.create_server(
+            server, sock=self._sock, ssl=self._ssl_context, backlog=self._backlog
+        )
+
+
+class BaseRunner(ABC):
+    __slots__ = ("_handle_signals", "_kwargs", "_server", "_sites")
+
+    def __init__(self, *, handle_signals: bool = False, **kwargs: Any) -> None:
+        self._handle_signals = handle_signals
+        self._kwargs = kwargs
+        self._server: Optional[Server] = None
+        self._sites: List[BaseSite] = []
+
+    @property
+    def server(self) -> Optional[Server]:
+        return self._server
+
+    @property
+    def addresses(self) -> List[Any]:
+        ret: List[Any] = []
+        for site in self._sites:
+            server = site._server
+            if server is not None:
+                sockets = server.sockets
+                if sockets is not None:
+                    for sock in sockets:
+                        ret.append(sock.getsockname())
+        return ret
+
+    @property
+    def sites(self) -> Set[BaseSite]:
+        return set(self._sites)
+
+    async def setup(self) -> None:
+        loop = asyncio.get_event_loop()
+
+        if self._handle_signals:
+            try:
+                loop.add_signal_handler(signal.SIGINT, _raise_graceful_exit)
+                loop.add_signal_handler(signal.SIGTERM, _raise_graceful_exit)
+            except NotImplementedError:  # pragma: no cover
+                # add_signal_handler is not implemented on Windows
+                pass
+
+        self._server = await self._make_server()
+
+    @abstractmethod
+    async def shutdown(self) -> None:
+        pass  # pragma: no cover
+
+    async def cleanup(self) -> None:
+        loop = asyncio.get_event_loop()
+
+        # The loop over sites is intentional, an exception on gather()
+        # leaves self._sites in unpredictable state.
+        # The loop guaranties that a site is either deleted on success or
+        # still present on failure
+        for site in list(self._sites):
+            await site.stop()
+        await self._cleanup_server()
+        self._server = None
+        if self._handle_signals:
+            try:
+                loop.remove_signal_handler(signal.SIGINT)
+                loop.remove_signal_handler(signal.SIGTERM)
+            except NotImplementedError:  # pragma: no cover
+                # remove_signal_handler is not implemented on Windows
+                pass
+
+    @abstractmethod
+    async def _make_server(self) -> Server:
+        pass  # pragma: no cover
+
+    @abstractmethod
+    async def _cleanup_server(self) -> None:
+        pass  # pragma: no cover
+
+    def _reg_site(self, site: BaseSite) -> None:
+        if site in self._sites:
+            raise RuntimeError(f"Site {site} is already registered in runner {self}")
+        self._sites.append(site)
+
+    def _check_site(self, site: BaseSite) -> None:
+        if site not in self._sites:
+            raise RuntimeError(f"Site {site} is not registered in runner {self}")
+
+    def _unreg_site(self, site: BaseSite) -> None:
+        if site not in self._sites:
+            raise RuntimeError(f"Site {site} is not registered in runner {self}")
+        self._sites.remove(site)
+
+
+class ServerRunner(BaseRunner):
+    """Low-level web server runner"""
+
+    __slots__ = ("_web_server",)
+
+    def __init__(
+        self, web_server: Server, *, handle_signals: bool = False, **kwargs: Any
+    ) -> None:
+        super().__init__(handle_signals=handle_signals, **kwargs)
+        self._web_server = web_server
+
+    async def shutdown(self) -> None:
+        pass
+
+    async def _make_server(self) -> Server:
+        return self._web_server
+
+    async def _cleanup_server(self) -> None:
+        pass
+
+
+class AppRunner(BaseRunner):
+    """Web Application runner"""
+
+    __slots__ = ("_app",)
+
+    def __init__(
+        self, app: Application, *, handle_signals: bool = False, **kwargs: Any
+    ) -> None:
+        super().__init__(handle_signals=handle_signals, **kwargs)
+        if not isinstance(app, Application):
+            raise TypeError(
+                "The first argument should be web.Application "
+                "instance, got {!r}".format(app)
+            )
+        self._app = app
+
+    @property
+    def app(self) -> Application:
+        return self._app
+
+    async def shutdown(self) -> None:
+        await self._app.shutdown()
+
+    async def _make_server(self) -> Server:
+        loop = asyncio.get_event_loop()
+        self._app._set_loop(loop)
+        self._app.on_startup.freeze()
+        await self._app.startup()
+        self._app.freeze()
+
+        return self._app._make_handler(loop=loop, **self._kwargs)
+
+    async def _cleanup_server(self) -> None:
+        await self._app.cleanup()
diff --git a/venv/lib/python3.8/site-packages/aiohttp/web_server.py b/venv/lib/python3.8/site-packages/aiohttp/web_server.py
new file mode 100644
index 0000000..fa46e90
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/web_server.py
@@ -0,0 +1,62 @@
+"""Low level HTTP server."""
+import asyncio
+from typing import Any, Awaitable, Callable, Dict, List, Optional  # noqa
+
+from .abc import AbstractStreamWriter
+from .helpers import get_running_loop
+from .http_parser import RawRequestMessage
+from .streams import StreamReader
+from .web_protocol import RequestHandler, _RequestFactory, _RequestHandler
+from .web_request import BaseRequest
+
+__all__ = ("Server",)
+
+
+class Server:
+    def __init__(
+        self,
+        handler: _RequestHandler,
+        *,
+        request_factory: Optional[_RequestFactory] = None,
+        loop: Optional[asyncio.AbstractEventLoop] = None,
+        **kwargs: Any
+    ) -> None:
+        self._loop = get_running_loop(loop)
+        self._connections: Dict[RequestHandler, asyncio.Transport] = {}
+        self._kwargs = kwargs
+        self.requests_count = 0
+        self.request_handler = handler
+        self.request_factory = request_factory or self._make_request
+
+    @property
+    def connections(self) -> List[RequestHandler]:
+        return list(self._connections.keys())
+
+    def connection_made(
+        self, handler: RequestHandler, transport: asyncio.Transport
+    ) -> None:
+        self._connections[handler] = transport
+
+    def connection_lost(
+        self, handler: RequestHandler, exc: Optional[BaseException] = None
+    ) -> None:
+        if handler in self._connections:
+            del self._connections[handler]
+
+    def _make_request(
+        self,
+        message: RawRequestMessage,
+        payload: StreamReader,
+        protocol: RequestHandler,
+        writer: AbstractStreamWriter,
+        task: "asyncio.Task[None]",
+    ) -> BaseRequest:
+        return BaseRequest(message, payload, protocol, writer, task, self._loop)
+
+    async def shutdown(self, timeout: Optional[float] = None) -> None:
+        coros = [conn.shutdown(timeout) for conn in self._connections]
+        await asyncio.gather(*coros)
+        self._connections.clear()
+
+    def __call__(self) -> RequestHandler:
+        return RequestHandler(self, loop=self._loop, **self._kwargs)
diff --git a/venv/lib/python3.8/site-packages/aiohttp/web_urldispatcher.py b/venv/lib/python3.8/site-packages/aiohttp/web_urldispatcher.py
new file mode 100644
index 0000000..5942e35
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/web_urldispatcher.py
@@ -0,0 +1,1220 @@
+import abc
+import asyncio
+import base64
+import hashlib
+import inspect
+import keyword
+import os
+import re
+import warnings
+from contextlib import contextmanager
+from functools import wraps
+from pathlib import Path
+from types import MappingProxyType
+from typing import (
+    TYPE_CHECKING,
+    Any,
+    Awaitable,
+    Callable,
+    Container,
+    Dict,
+    Generator,
+    Iterable,
+    Iterator,
+    List,
+    Mapping,
+    Optional,
+    Pattern,
+    Set,
+    Sized,
+    Tuple,
+    Type,
+    Union,
+    cast,
+)
+
+from yarl import URL, __version__ as yarl_version  # type: ignore[attr-defined]
+
+from . import hdrs
+from .abc import AbstractMatchInfo, AbstractRouter, AbstractView
+from .helpers import DEBUG
+from .http import HttpVersion11
+from .typedefs import Final, Handler, PathLike, TypedDict
+from .web_exceptions import (
+    HTTPException,
+    HTTPExpectationFailed,
+    HTTPForbidden,
+    HTTPMethodNotAllowed,
+    HTTPNotFound,
+)
+from .web_fileresponse import FileResponse
+from .web_request import Request
+from .web_response import Response, StreamResponse
+from .web_routedef import AbstractRouteDef
+
+__all__ = (
+    "UrlDispatcher",
+    "UrlMappingMatchInfo",
+    "AbstractResource",
+    "Resource",
+    "PlainResource",
+    "DynamicResource",
+    "AbstractRoute",
+    "ResourceRoute",
+    "StaticResource",
+    "View",
+)
+
+
+if TYPE_CHECKING:  # pragma: no cover
+    from .web_app import Application
+
+    BaseDict = Dict[str, str]
+else:
+    BaseDict = dict
+
+YARL_VERSION: Final[Tuple[int, ...]] = tuple(map(int, yarl_version.split(".")[:2]))
+
+HTTP_METHOD_RE: Final[Pattern[str]] = re.compile(
+    r"^[0-9A-Za-z!#\$%&'\*\+\-\.\^_`\|~]+$"
+)
+ROUTE_RE: Final[Pattern[str]] = re.compile(
+    r"(\{[_a-zA-Z][^{}]*(?:\{[^{}]*\}[^{}]*)*\})"
+)
+PATH_SEP: Final[str] = re.escape("/")
+
+
+_ExpectHandler = Callable[[Request], Awaitable[None]]
+_Resolve = Tuple[Optional["UrlMappingMatchInfo"], Set[str]]
+
+
+class _InfoDict(TypedDict, total=False):
+    path: str
+
+    formatter: str
+    pattern: Pattern[str]
+
+    directory: Path
+    prefix: str
+    routes: Mapping[str, "AbstractRoute"]
+
+    app: "Application"
+
+    domain: str
+
+    rule: "AbstractRuleMatching"
+
+    http_exception: HTTPException
+
+
+class AbstractResource(Sized, Iterable["AbstractRoute"]):
+    def __init__(self, *, name: Optional[str] = None) -> None:
+        self._name = name
+
+    @property
+    def name(self) -> Optional[str]:
+        return self._name
+
+    @property
+    @abc.abstractmethod
+    def canonical(self) -> str:
+        """Exposes the resource's canonical path.
+
+        For example '/foo/bar/{name}'
+
+        """
+
+    @abc.abstractmethod  # pragma: no branch
+    def url_for(self, **kwargs: str) -> URL:
+        """Construct url for resource with additional params."""
+
+    @abc.abstractmethod  # pragma: no branch
+    async def resolve(self, request: Request) -> _Resolve:
+        """Resolve resource.
+
+        Return (UrlMappingMatchInfo, allowed_methods) pair.
+        """
+
+    @abc.abstractmethod
+    def add_prefix(self, prefix: str) -> None:
+        """Add a prefix to processed URLs.
+
+        Required for subapplications support.
+        """
+
+    @abc.abstractmethod
+    def get_info(self) -> _InfoDict:
+        """Return a dict with additional info useful for introspection"""
+
+    def freeze(self) -> None:
+        pass
+
+    @abc.abstractmethod
+    def raw_match(self, path: str) -> bool:
+        """Perform a raw match against path"""
+
+
+class AbstractRoute(abc.ABC):
+    def __init__(
+        self,
+        method: str,
+        handler: Union[Handler, Type[AbstractView]],
+        *,
+        expect_handler: Optional[_ExpectHandler] = None,
+        resource: Optional[AbstractResource] = None,
+    ) -> None:
+
+        if expect_handler is None:
+            expect_handler = _default_expect_handler
+
+        assert asyncio.iscoroutinefunction(
+            expect_handler
+        ), f"Coroutine is expected, got {expect_handler!r}"
+
+        method = method.upper()
+        if not HTTP_METHOD_RE.match(method):
+            raise ValueError(f"{method} is not allowed HTTP method")
+
+        assert callable(handler), handler
+        if asyncio.iscoroutinefunction(handler):
+            pass
+        elif inspect.isgeneratorfunction(handler):
+            warnings.warn(
+                "Bare generators are deprecated, " "use @coroutine wrapper",
+                DeprecationWarning,
+            )
+        elif isinstance(handler, type) and issubclass(handler, AbstractView):
+            pass
+        else:
+            warnings.warn(
+                "Bare functions are deprecated, " "use async ones", DeprecationWarning
+            )
+
+            @wraps(handler)
+            async def handler_wrapper(request: Request) -> StreamResponse:
+                result = old_handler(request)
+                if asyncio.iscoroutine(result):
+                    return await result
+                return result  # type: ignore[return-value]
+
+            old_handler = handler
+            handler = handler_wrapper
+
+        self._method = method
+        self._handler = handler
+        self._expect_handler = expect_handler
+        self._resource = resource
+
+    @property
+    def method(self) -> str:
+        return self._method
+
+    @property
+    def handler(self) -> Handler:
+        return self._handler
+
+    @property
+    @abc.abstractmethod
+    def name(self) -> Optional[str]:
+        """Optional route's name, always equals to resource's name."""
+
+    @property
+    def resource(self) -> Optional[AbstractResource]:
+        return self._resource
+
+    @abc.abstractmethod
+    def get_info(self) -> _InfoDict:
+        """Return a dict with additional info useful for introspection"""
+
+    @abc.abstractmethod  # pragma: no branch
+    def url_for(self, *args: str, **kwargs: str) -> URL:
+        """Construct url for route with additional params."""
+
+    async def handle_expect_header(self, request: Request) -> None:
+        await self._expect_handler(request)
+
+
+class UrlMappingMatchInfo(BaseDict, AbstractMatchInfo):
+    def __init__(self, match_dict: Dict[str, str], route: AbstractRoute):
+        super().__init__(match_dict)
+        self._route = route
+        self._apps: List[Application] = []
+        self._current_app: Optional[Application] = None
+        self._frozen = False
+
+    @property
+    def handler(self) -> Handler:
+        return self._route.handler
+
+    @property
+    def route(self) -> AbstractRoute:
+        return self._route
+
+    @property
+    def expect_handler(self) -> _ExpectHandler:
+        return self._route.handle_expect_header
+
+    @property
+    def http_exception(self) -> Optional[HTTPException]:
+        return None
+
+    def get_info(self) -> _InfoDict:  # type: ignore[override]
+        return self._route.get_info()
+
+    @property
+    def apps(self) -> Tuple["Application", ...]:
+        return tuple(self._apps)
+
+    def add_app(self, app: "Application") -> None:
+        if self._frozen:
+            raise RuntimeError("Cannot change apps stack after .freeze() call")
+        if self._current_app is None:
+            self._current_app = app
+        self._apps.insert(0, app)
+
+    @property
+    def current_app(self) -> "Application":
+        app = self._current_app
+        assert app is not None
+        return app
+
+    @contextmanager
+    def set_current_app(self, app: "Application") -> Generator[None, None, None]:
+        if DEBUG:  # pragma: no cover
+            if app not in self._apps:
+                raise RuntimeError(
+                    "Expected one of the following apps {!r}, got {!r}".format(
+                        self._apps, app
+                    )
+                )
+        prev = self._current_app
+        self._current_app = app
+        try:
+            yield
+        finally:
+            self._current_app = prev
+
+    def freeze(self) -> None:
+        self._frozen = True
+
+    def __repr__(self) -> str:
+        return f"<MatchInfo {super().__repr__()}: {self._route}>"
+
+
+class MatchInfoError(UrlMappingMatchInfo):
+    def __init__(self, http_exception: HTTPException) -> None:
+        self._exception = http_exception
+        super().__init__({}, SystemRoute(self._exception))
+
+    @property
+    def http_exception(self) -> HTTPException:
+        return self._exception
+
+    def __repr__(self) -> str:
+        return "<MatchInfoError {}: {}>".format(
+            self._exception.status, self._exception.reason
+        )
+
+
+async def _default_expect_handler(request: Request) -> None:
+    """Default handler for Expect header.
+
+    Just send "100 Continue" to client.
+    raise HTTPExpectationFailed if value of header is not "100-continue"
+    """
+    expect = request.headers.get(hdrs.EXPECT, "")
+    if request.version == HttpVersion11:
+        if expect.lower() == "100-continue":
+            await request.writer.write(b"HTTP/1.1 100 Continue\r\n\r\n")
+        else:
+            raise HTTPExpectationFailed(text="Unknown Expect: %s" % expect)
+
+
+class Resource(AbstractResource):
+    def __init__(self, *, name: Optional[str] = None) -> None:
+        super().__init__(name=name)
+        self._routes: List[ResourceRoute] = []
+
+    def add_route(
+        self,
+        method: str,
+        handler: Union[Type[AbstractView], Handler],
+        *,
+        expect_handler: Optional[_ExpectHandler] = None,
+    ) -> "ResourceRoute":
+
+        for route_obj in self._routes:
+            if route_obj.method == method or route_obj.method == hdrs.METH_ANY:
+                raise RuntimeError(
+                    "Added route will never be executed, "
+                    "method {route.method} is already "
+                    "registered".format(route=route_obj)
+                )
+
+        route_obj = ResourceRoute(method, handler, self, expect_handler=expect_handler)
+        self.register_route(route_obj)
+        return route_obj
+
+    def register_route(self, route: "ResourceRoute") -> None:
+        assert isinstance(
+            route, ResourceRoute
+        ), f"Instance of Route class is required, got {route!r}"
+        self._routes.append(route)
+
+    async def resolve(self, request: Request) -> _Resolve:
+        allowed_methods: Set[str] = set()
+
+        match_dict = self._match(request.rel_url.raw_path)
+        if match_dict is None:
+            return None, allowed_methods
+
+        for route_obj in self._routes:
+            route_method = route_obj.method
+            allowed_methods.add(route_method)
+
+            if route_method == request.method or route_method == hdrs.METH_ANY:
+                return (UrlMappingMatchInfo(match_dict, route_obj), allowed_methods)
+        else:
+            return None, allowed_methods
+
+    @abc.abstractmethod
+    def _match(self, path: str) -> Optional[Dict[str, str]]:
+        pass  # pragma: no cover
+
+    def __len__(self) -> int:
+        return len(self._routes)
+
+    def __iter__(self) -> Iterator[AbstractRoute]:
+        return iter(self._routes)
+
+    # TODO: implement all abstract methods
+
+
+class PlainResource(Resource):
+    def __init__(self, path: str, *, name: Optional[str] = None) -> None:
+        super().__init__(name=name)
+        assert not path or path.startswith("/")
+        self._path = path
+
+    @property
+    def canonical(self) -> str:
+        return self._path
+
+    def freeze(self) -> None:
+        if not self._path:
+            self._path = "/"
+
+    def add_prefix(self, prefix: str) -> None:
+        assert prefix.startswith("/")
+        assert not prefix.endswith("/")
+        assert len(prefix) > 1
+        self._path = prefix + self._path
+
+    def _match(self, path: str) -> Optional[Dict[str, str]]:
+        # string comparison is about 10 times faster than regexp matching
+        if self._path == path:
+            return {}
+        else:
+            return None
+
+    def raw_match(self, path: str) -> bool:
+        return self._path == path
+
+    def get_info(self) -> _InfoDict:
+        return {"path": self._path}
+
+    def url_for(self) -> URL:  # type: ignore[override]
+        return URL.build(path=self._path, encoded=True)
+
+    def __repr__(self) -> str:
+        name = "'" + self.name + "' " if self.name is not None else ""
+        return f"<PlainResource {name} {self._path}>"
+
+
+class DynamicResource(Resource):
+
+    DYN = re.compile(r"\{(?P<var>[_a-zA-Z][_a-zA-Z0-9]*)\}")
+    DYN_WITH_RE = re.compile(r"\{(?P<var>[_a-zA-Z][_a-zA-Z0-9]*):(?P<re>.+)\}")
+    GOOD = r"[^{}/]+"
+
+    def __init__(self, path: str, *, name: Optional[str] = None) -> None:
+        super().__init__(name=name)
+        pattern = ""
+        formatter = ""
+        for part in ROUTE_RE.split(path):
+            match = self.DYN.fullmatch(part)
+            if match:
+                pattern += "(?P<{}>{})".format(match.group("var"), self.GOOD)
+                formatter += "{" + match.group("var") + "}"
+                continue
+
+            match = self.DYN_WITH_RE.fullmatch(part)
+            if match:
+                pattern += "(?P<{var}>{re})".format(**match.groupdict())
+                formatter += "{" + match.group("var") + "}"
+                continue
+
+            if "{" in part or "}" in part:
+                raise ValueError(f"Invalid path '{path}'['{part}']")
+
+            part = _requote_path(part)
+            formatter += part
+            pattern += re.escape(part)
+
+        try:
+            compiled = re.compile(pattern)
+        except re.error as exc:
+            raise ValueError(f"Bad pattern '{pattern}': {exc}") from None
+        assert compiled.pattern.startswith(PATH_SEP)
+        assert formatter.startswith("/")
+        self._pattern = compiled
+        self._formatter = formatter
+
+    @property
+    def canonical(self) -> str:
+        return self._formatter
+
+    def add_prefix(self, prefix: str) -> None:
+        assert prefix.startswith("/")
+        assert not prefix.endswith("/")
+        assert len(prefix) > 1
+        self._pattern = re.compile(re.escape(prefix) + self._pattern.pattern)
+        self._formatter = prefix + self._formatter
+
+    def _match(self, path: str) -> Optional[Dict[str, str]]:
+        match = self._pattern.fullmatch(path)
+        if match is None:
+            return None
+        else:
+            return {
+                key: _unquote_path(value) for key, value in match.groupdict().items()
+            }
+
+    def raw_match(self, path: str) -> bool:
+        return self._formatter == path
+
+    def get_info(self) -> _InfoDict:
+        return {"formatter": self._formatter, "pattern": self._pattern}
+
+    def url_for(self, **parts: str) -> URL:
+        url = self._formatter.format_map({k: _quote_path(v) for k, v in parts.items()})
+        return URL.build(path=url, encoded=True)
+
+    def __repr__(self) -> str:
+        name = "'" + self.name + "' " if self.name is not None else ""
+        return "<DynamicResource {name} {formatter}>".format(
+            name=name, formatter=self._formatter
+        )
+
+
+class PrefixResource(AbstractResource):
+    def __init__(self, prefix: str, *, name: Optional[str] = None) -> None:
+        assert not prefix or prefix.startswith("/"), prefix
+        assert prefix in ("", "/") or not prefix.endswith("/"), prefix
+        super().__init__(name=name)
+        self._prefix = _requote_path(prefix)
+        self._prefix2 = self._prefix + "/"
+
+    @property
+    def canonical(self) -> str:
+        return self._prefix
+
+    def add_prefix(self, prefix: str) -> None:
+        assert prefix.startswith("/")
+        assert not prefix.endswith("/")
+        assert len(prefix) > 1
+        self._prefix = prefix + self._prefix
+        self._prefix2 = self._prefix + "/"
+
+    def raw_match(self, prefix: str) -> bool:
+        return False
+
+    # TODO: impl missing abstract methods
+
+
+class StaticResource(PrefixResource):
+    VERSION_KEY = "v"
+
+    def __init__(
+        self,
+        prefix: str,
+        directory: PathLike,
+        *,
+        name: Optional[str] = None,
+        expect_handler: Optional[_ExpectHandler] = None,
+        chunk_size: int = 256 * 1024,
+        show_index: bool = False,
+        follow_symlinks: bool = False,
+        append_version: bool = False,
+    ) -> None:
+        super().__init__(prefix, name=name)
+        try:
+            directory = Path(directory)
+            if str(directory).startswith("~"):
+                directory = Path(os.path.expanduser(str(directory)))
+            directory = directory.resolve()
+            if not directory.is_dir():
+                raise ValueError("Not a directory")
+        except (FileNotFoundError, ValueError) as error:
+            raise ValueError(f"No directory exists at '{directory}'") from error
+        self._directory = directory
+        self._show_index = show_index
+        self._chunk_size = chunk_size
+        self._follow_symlinks = follow_symlinks
+        self._expect_handler = expect_handler
+        self._append_version = append_version
+
+        self._routes = {
+            "GET": ResourceRoute(
+                "GET", self._handle, self, expect_handler=expect_handler
+            ),
+            "HEAD": ResourceRoute(
+                "HEAD", self._handle, self, expect_handler=expect_handler
+            ),
+        }
+
+    def url_for(  # type: ignore[override]
+        self,
+        *,
+        filename: Union[str, Path],
+        append_version: Optional[bool] = None,
+    ) -> URL:
+        if append_version is None:
+            append_version = self._append_version
+        if isinstance(filename, Path):
+            filename = str(filename)
+        filename = filename.lstrip("/")
+
+        url = URL.build(path=self._prefix, encoded=True)
+        # filename is not encoded
+        if YARL_VERSION < (1, 6):
+            url = url / filename.replace("%", "%25")
+        else:
+            url = url / filename
+
+        if append_version:
+            try:
+                filepath = self._directory.joinpath(filename).resolve()
+                if not self._follow_symlinks:
+                    filepath.relative_to(self._directory)
+            except (ValueError, FileNotFoundError):
+                # ValueError for case when path point to symlink
+                # with follow_symlinks is False
+                return url  # relatively safe
+            if filepath.is_file():
+                # TODO cache file content
+                # with file watcher for cache invalidation
+                with filepath.open("rb") as f:
+                    file_bytes = f.read()
+                h = self._get_file_hash(file_bytes)
+                url = url.with_query({self.VERSION_KEY: h})
+                return url
+        return url
+
+    @staticmethod
+    def _get_file_hash(byte_array: bytes) -> str:
+        m = hashlib.sha256()  # todo sha256 can be configurable param
+        m.update(byte_array)
+        b64 = base64.urlsafe_b64encode(m.digest())
+        return b64.decode("ascii")
+
+    def get_info(self) -> _InfoDict:
+        return {
+            "directory": self._directory,
+            "prefix": self._prefix,
+            "routes": self._routes,
+        }
+
+    def set_options_route(self, handler: Handler) -> None:
+        if "OPTIONS" in self._routes:
+            raise RuntimeError("OPTIONS route was set already")
+        self._routes["OPTIONS"] = ResourceRoute(
+            "OPTIONS", handler, self, expect_handler=self._expect_handler
+        )
+
+    async def resolve(self, request: Request) -> _Resolve:
+        path = request.rel_url.raw_path
+        method = request.method
+        allowed_methods = set(self._routes)
+        if not path.startswith(self._prefix2) and path != self._prefix:
+            return None, set()
+
+        if method not in allowed_methods:
+            return None, allowed_methods
+
+        match_dict = {"filename": _unquote_path(path[len(self._prefix) + 1 :])}
+        return (UrlMappingMatchInfo(match_dict, self._routes[method]), allowed_methods)
+
+    def __len__(self) -> int:
+        return len(self._routes)
+
+    def __iter__(self) -> Iterator[AbstractRoute]:
+        return iter(self._routes.values())
+
+    async def _handle(self, request: Request) -> StreamResponse:
+        rel_url = request.match_info["filename"]
+        try:
+            filename = Path(rel_url)
+            if filename.anchor:
+                # rel_url is an absolute name like
+                # /static/\\machine_name\c$ or /static/D:\path
+                # where the static dir is totally different
+                raise HTTPForbidden()
+            filepath = self._directory.joinpath(filename).resolve()
+            if not self._follow_symlinks:
+                filepath.relative_to(self._directory)
+        except (ValueError, FileNotFoundError) as error:
+            # relatively safe
+            raise HTTPNotFound() from error
+        except HTTPForbidden:
+            raise
+        except Exception as error:
+            # perm error or other kind!
+            request.app.logger.exception(error)
+            raise HTTPNotFound() from error
+
+        # on opening a dir, load its contents if allowed
+        if filepath.is_dir():
+            if self._show_index:
+                try:
+                    return Response(
+                        text=self._directory_as_html(filepath), content_type="text/html"
+                    )
+                except PermissionError:
+                    raise HTTPForbidden()
+            else:
+                raise HTTPForbidden()
+        elif filepath.is_file():
+            return FileResponse(filepath, chunk_size=self._chunk_size)
+        else:
+            raise HTTPNotFound
+
+    def _directory_as_html(self, filepath: Path) -> str:
+        # returns directory's index as html
+
+        # sanity check
+        assert filepath.is_dir()
+
+        relative_path_to_dir = filepath.relative_to(self._directory).as_posix()
+        index_of = f"Index of /{relative_path_to_dir}"
+        h1 = f"<h1>{index_of}</h1>"
+
+        index_list = []
+        dir_index = filepath.iterdir()
+        for _file in sorted(dir_index):
+            # show file url as relative to static path
+            rel_path = _file.relative_to(self._directory).as_posix()
+            file_url = self._prefix + "/" + rel_path
+
+            # if file is a directory, add '/' to the end of the name
+            if _file.is_dir():
+                file_name = f"{_file.name}/"
+            else:
+                file_name = _file.name
+
+            index_list.append(
+                '<li><a href="{url}">{name}</a></li>'.format(
+                    url=file_url, name=file_name
+                )
+            )
+        ul = "<ul>\n{}\n</ul>".format("\n".join(index_list))
+        body = f"<body>\n{h1}\n{ul}\n</body>"
+
+        head_str = f"<head>\n<title>{index_of}</title>\n</head>"
+        html = f"<html>\n{head_str}\n{body}\n</html>"
+
+        return html
+
+    def __repr__(self) -> str:
+        name = "'" + self.name + "'" if self.name is not None else ""
+        return "<StaticResource {name} {path} -> {directory!r}>".format(
+            name=name, path=self._prefix, directory=self._directory
+        )
+
+
+class PrefixedSubAppResource(PrefixResource):
+    def __init__(self, prefix: str, app: "Application") -> None:
+        super().__init__(prefix)
+        self._app = app
+        for resource in app.router.resources():
+            resource.add_prefix(prefix)
+
+    def add_prefix(self, prefix: str) -> None:
+        super().add_prefix(prefix)
+        for resource in self._app.router.resources():
+            resource.add_prefix(prefix)
+
+    def url_for(self, *args: str, **kwargs: str) -> URL:
+        raise RuntimeError(".url_for() is not supported " "by sub-application root")
+
+    def get_info(self) -> _InfoDict:
+        return {"app": self._app, "prefix": self._prefix}
+
+    async def resolve(self, request: Request) -> _Resolve:
+        if (
+            not request.url.raw_path.startswith(self._prefix2)
+            and request.url.raw_path != self._prefix
+        ):
+            return None, set()
+        match_info = await self._app.router.resolve(request)
+        match_info.add_app(self._app)
+        if isinstance(match_info.http_exception, HTTPMethodNotAllowed):
+            methods = match_info.http_exception.allowed_methods
+        else:
+            methods = set()
+        return match_info, methods
+
+    def __len__(self) -> int:
+        return len(self._app.router.routes())
+
+    def __iter__(self) -> Iterator[AbstractRoute]:
+        return iter(self._app.router.routes())
+
+    def __repr__(self) -> str:
+        return "<PrefixedSubAppResource {prefix} -> {app!r}>".format(
+            prefix=self._prefix, app=self._app
+        )
+
+
+class AbstractRuleMatching(abc.ABC):
+    @abc.abstractmethod  # pragma: no branch
+    async def match(self, request: Request) -> bool:
+        """Return bool if the request satisfies the criteria"""
+
+    @abc.abstractmethod  # pragma: no branch
+    def get_info(self) -> _InfoDict:
+        """Return a dict with additional info useful for introspection"""
+
+    @property
+    @abc.abstractmethod  # pragma: no branch
+    def canonical(self) -> str:
+        """Return a str"""
+
+
+class Domain(AbstractRuleMatching):
+    re_part = re.compile(r"(?!-)[a-z\d-]{1,63}(?<!-)")
+
+    def __init__(self, domain: str) -> None:
+        super().__init__()
+        self._domain = self.validation(domain)
+
+    @property
+    def canonical(self) -> str:
+        return self._domain
+
+    def validation(self, domain: str) -> str:
+        if not isinstance(domain, str):
+            raise TypeError("Domain must be str")
+        domain = domain.rstrip(".").lower()
+        if not domain:
+            raise ValueError("Domain cannot be empty")
+        elif "://" in domain:
+            raise ValueError("Scheme not supported")
+        url = URL("http://" + domain)
+        assert url.raw_host is not None
+        if not all(self.re_part.fullmatch(x) for x in url.raw_host.split(".")):
+            raise ValueError("Domain not valid")
+        if url.port == 80:
+            return url.raw_host
+        return f"{url.raw_host}:{url.port}"
+
+    async def match(self, request: Request) -> bool:
+        host = request.headers.get(hdrs.HOST)
+        if not host:
+            return False
+        return self.match_domain(host)
+
+    def match_domain(self, host: str) -> bool:
+        return host.lower() == self._domain
+
+    def get_info(self) -> _InfoDict:
+        return {"domain": self._domain}
+
+
+class MaskDomain(Domain):
+    re_part = re.compile(r"(?!-)[a-z\d\*-]{1,63}(?<!-)")
+
+    def __init__(self, domain: str) -> None:
+        super().__init__(domain)
+        mask = self._domain.replace(".", r"\.").replace("*", ".*")
+        self._mask = re.compile(mask)
+
+    @property
+    def canonical(self) -> str:
+        return self._mask.pattern
+
+    def match_domain(self, host: str) -> bool:
+        return self._mask.fullmatch(host) is not None
+
+
+class MatchedSubAppResource(PrefixedSubAppResource):
+    def __init__(self, rule: AbstractRuleMatching, app: "Application") -> None:
+        AbstractResource.__init__(self)
+        self._prefix = ""
+        self._app = app
+        self._rule = rule
+
+    @property
+    def canonical(self) -> str:
+        return self._rule.canonical
+
+    def get_info(self) -> _InfoDict:
+        return {"app": self._app, "rule": self._rule}
+
+    async def resolve(self, request: Request) -> _Resolve:
+        if not await self._rule.match(request):
+            return None, set()
+        match_info = await self._app.router.resolve(request)
+        match_info.add_app(self._app)
+        if isinstance(match_info.http_exception, HTTPMethodNotAllowed):
+            methods = match_info.http_exception.allowed_methods
+        else:
+            methods = set()
+        return match_info, methods
+
+    def __repr__(self) -> str:
+        return "<MatchedSubAppResource -> {app!r}>" "".format(app=self._app)
+
+
+class ResourceRoute(AbstractRoute):
+    """A route with resource"""
+
+    def __init__(
+        self,
+        method: str,
+        handler: Union[Handler, Type[AbstractView]],
+        resource: AbstractResource,
+        *,
+        expect_handler: Optional[_ExpectHandler] = None,
+    ) -> None:
+        super().__init__(
+            method, handler, expect_handler=expect_handler, resource=resource
+        )
+
+    def __repr__(self) -> str:
+        return "<ResourceRoute [{method}] {resource} -> {handler!r}".format(
+            method=self.method, resource=self._resource, handler=self.handler
+        )
+
+    @property
+    def name(self) -> Optional[str]:
+        if self._resource is None:
+            return None
+        return self._resource.name
+
+    def url_for(self, *args: str, **kwargs: str) -> URL:
+        """Construct url for route with additional params."""
+        assert self._resource is not None
+        return self._resource.url_for(*args, **kwargs)
+
+    def get_info(self) -> _InfoDict:
+        assert self._resource is not None
+        return self._resource.get_info()
+
+
+class SystemRoute(AbstractRoute):
+    def __init__(self, http_exception: HTTPException) -> None:
+        super().__init__(hdrs.METH_ANY, self._handle)
+        self._http_exception = http_exception
+
+    def url_for(self, *args: str, **kwargs: str) -> URL:
+        raise RuntimeError(".url_for() is not allowed for SystemRoute")
+
+    @property
+    def name(self) -> Optional[str]:
+        return None
+
+    def get_info(self) -> _InfoDict:
+        return {"http_exception": self._http_exception}
+
+    async def _handle(self, request: Request) -> StreamResponse:
+        raise self._http_exception
+
+    @property
+    def status(self) -> int:
+        return self._http_exception.status
+
+    @property
+    def reason(self) -> str:
+        return self._http_exception.reason
+
+    def __repr__(self) -> str:
+        return "<SystemRoute {self.status}: {self.reason}>".format(self=self)
+
+
+class View(AbstractView):
+    async def _iter(self) -> StreamResponse:
+        if self.request.method not in hdrs.METH_ALL:
+            self._raise_allowed_methods()
+        method: Callable[[], Awaitable[StreamResponse]] = getattr(
+            self, self.request.method.lower(), None
+        )
+        if method is None:
+            self._raise_allowed_methods()
+        resp = await method()
+        return resp
+
+    def __await__(self) -> Generator[Any, None, StreamResponse]:
+        return self._iter().__await__()
+
+    def _raise_allowed_methods(self) -> None:
+        allowed_methods = {m for m in hdrs.METH_ALL if hasattr(self, m.lower())}
+        raise HTTPMethodNotAllowed(self.request.method, allowed_methods)
+
+
+class ResourcesView(Sized, Iterable[AbstractResource], Container[AbstractResource]):
+    def __init__(self, resources: List[AbstractResource]) -> None:
+        self._resources = resources
+
+    def __len__(self) -> int:
+        return len(self._resources)
+
+    def __iter__(self) -> Iterator[AbstractResource]:
+        yield from self._resources
+
+    def __contains__(self, resource: object) -> bool:
+        return resource in self._resources
+
+
+class RoutesView(Sized, Iterable[AbstractRoute], Container[AbstractRoute]):
+    def __init__(self, resources: List[AbstractResource]):
+        self._routes: List[AbstractRoute] = []
+        for resource in resources:
+            for route in resource:
+                self._routes.append(route)
+
+    def __len__(self) -> int:
+        return len(self._routes)
+
+    def __iter__(self) -> Iterator[AbstractRoute]:
+        yield from self._routes
+
+    def __contains__(self, route: object) -> bool:
+        return route in self._routes
+
+
+class UrlDispatcher(AbstractRouter, Mapping[str, AbstractResource]):
+
+    NAME_SPLIT_RE = re.compile(r"[.:-]")
+
+    def __init__(self) -> None:
+        super().__init__()
+        self._resources: List[AbstractResource] = []
+        self._named_resources: Dict[str, AbstractResource] = {}
+
+    async def resolve(self, request: Request) -> UrlMappingMatchInfo:
+        method = request.method
+        allowed_methods: Set[str] = set()
+
+        for resource in self._resources:
+            match_dict, allowed = await resource.resolve(request)
+            if match_dict is not None:
+                return match_dict
+            else:
+                allowed_methods |= allowed
+
+        if allowed_methods:
+            return MatchInfoError(HTTPMethodNotAllowed(method, allowed_methods))
+        else:
+            return MatchInfoError(HTTPNotFound())
+
+    def __iter__(self) -> Iterator[str]:
+        return iter(self._named_resources)
+
+    def __len__(self) -> int:
+        return len(self._named_resources)
+
+    def __contains__(self, resource: object) -> bool:
+        return resource in self._named_resources
+
+    def __getitem__(self, name: str) -> AbstractResource:
+        return self._named_resources[name]
+
+    def resources(self) -> ResourcesView:
+        return ResourcesView(self._resources)
+
+    def routes(self) -> RoutesView:
+        return RoutesView(self._resources)
+
+    def named_resources(self) -> Mapping[str, AbstractResource]:
+        return MappingProxyType(self._named_resources)
+
+    def register_resource(self, resource: AbstractResource) -> None:
+        assert isinstance(
+            resource, AbstractResource
+        ), f"Instance of AbstractResource class is required, got {resource!r}"
+        if self.frozen:
+            raise RuntimeError("Cannot register a resource into frozen router.")
+
+        name = resource.name
+
+        if name is not None:
+            parts = self.NAME_SPLIT_RE.split(name)
+            for part in parts:
+                if keyword.iskeyword(part):
+                    raise ValueError(
+                        f"Incorrect route name {name!r}, "
+                        "python keywords cannot be used "
+                        "for route name"
+                    )
+                if not part.isidentifier():
+                    raise ValueError(
+                        "Incorrect route name {!r}, "
+                        "the name should be a sequence of "
+                        "python identifiers separated "
+                        "by dash, dot or column".format(name)
+                    )
+            if name in self._named_resources:
+                raise ValueError(
+                    "Duplicate {!r}, "
+                    "already handled by {!r}".format(name, self._named_resources[name])
+                )
+            self._named_resources[name] = resource
+        self._resources.append(resource)
+
+    def add_resource(self, path: str, *, name: Optional[str] = None) -> Resource:
+        if path and not path.startswith("/"):
+            raise ValueError("path should be started with / or be empty")
+        # Reuse last added resource if path and name are the same
+        if self._resources:
+            resource = self._resources[-1]
+            if resource.name == name and resource.raw_match(path):
+                return cast(Resource, resource)
+        if not ("{" in path or "}" in path or ROUTE_RE.search(path)):
+            resource = PlainResource(_requote_path(path), name=name)
+            self.register_resource(resource)
+            return resource
+        resource = DynamicResource(path, name=name)
+        self.register_resource(resource)
+        return resource
+
+    def add_route(
+        self,
+        method: str,
+        path: str,
+        handler: Union[Handler, Type[AbstractView]],
+        *,
+        name: Optional[str] = None,
+        expect_handler: Optional[_ExpectHandler] = None,
+    ) -> AbstractRoute:
+        resource = self.add_resource(path, name=name)
+        return resource.add_route(method, handler, expect_handler=expect_handler)
+
+    def add_static(
+        self,
+        prefix: str,
+        path: PathLike,
+        *,
+        name: Optional[str] = None,
+        expect_handler: Optional[_ExpectHandler] = None,
+        chunk_size: int = 256 * 1024,
+        show_index: bool = False,
+        follow_symlinks: bool = False,
+        append_version: bool = False,
+    ) -> AbstractResource:
+        """Add static files view.
+
+        prefix - url prefix
+        path - folder with files
+
+        """
+        assert prefix.startswith("/")
+        if prefix.endswith("/"):
+            prefix = prefix[:-1]
+        resource = StaticResource(
+            prefix,
+            path,
+            name=name,
+            expect_handler=expect_handler,
+            chunk_size=chunk_size,
+            show_index=show_index,
+            follow_symlinks=follow_symlinks,
+            append_version=append_version,
+        )
+        self.register_resource(resource)
+        return resource
+
+    def add_head(self, path: str, handler: Handler, **kwargs: Any) -> AbstractRoute:
+        """Shortcut for add_route with method HEAD."""
+        return self.add_route(hdrs.METH_HEAD, path, handler, **kwargs)
+
+    def add_options(self, path: str, handler: Handler, **kwargs: Any) -> AbstractRoute:
+        """Shortcut for add_route with method OPTIONS."""
+        return self.add_route(hdrs.METH_OPTIONS, path, handler, **kwargs)
+
+    def add_get(
+        self,
+        path: str,
+        handler: Handler,
+        *,
+        name: Optional[str] = None,
+        allow_head: bool = True,
+        **kwargs: Any,
+    ) -> AbstractRoute:
+        """Shortcut for add_route with method GET.
+
+        If allow_head is true, another
+        route is added allowing head requests to the same endpoint.
+        """
+        resource = self.add_resource(path, name=name)
+        if allow_head:
+            resource.add_route(hdrs.METH_HEAD, handler, **kwargs)
+        return resource.add_route(hdrs.METH_GET, handler, **kwargs)
+
+    def add_post(self, path: str, handler: Handler, **kwargs: Any) -> AbstractRoute:
+        """Shortcut for add_route with method POST."""
+        return self.add_route(hdrs.METH_POST, path, handler, **kwargs)
+
+    def add_put(self, path: str, handler: Handler, **kwargs: Any) -> AbstractRoute:
+        """Shortcut for add_route with method PUT."""
+        return self.add_route(hdrs.METH_PUT, path, handler, **kwargs)
+
+    def add_patch(self, path: str, handler: Handler, **kwargs: Any) -> AbstractRoute:
+        """Shortcut for add_route with method PATCH."""
+        return self.add_route(hdrs.METH_PATCH, path, handler, **kwargs)
+
+    def add_delete(self, path: str, handler: Handler, **kwargs: Any) -> AbstractRoute:
+        """Shortcut for add_route with method DELETE."""
+        return self.add_route(hdrs.METH_DELETE, path, handler, **kwargs)
+
+    def add_view(
+        self, path: str, handler: Type[AbstractView], **kwargs: Any
+    ) -> AbstractRoute:
+        """Shortcut for add_route with ANY methods for a class-based view."""
+        return self.add_route(hdrs.METH_ANY, path, handler, **kwargs)
+
+    def freeze(self) -> None:
+        super().freeze()
+        for resource in self._resources:
+            resource.freeze()
+
+    def add_routes(self, routes: Iterable[AbstractRouteDef]) -> List[AbstractRoute]:
+        """Append routes to route table.
+
+        Parameter should be a sequence of RouteDef objects.
+
+        Returns a list of registered AbstractRoute instances.
+        """
+        registered_routes = []
+        for route_def in routes:
+            registered_routes.extend(route_def.register(self))
+        return registered_routes
+
+
+def _quote_path(value: str) -> str:
+    if YARL_VERSION < (1, 6):
+        value = value.replace("%", "%25")
+    return URL.build(path=value, encoded=False).raw_path
+
+
+def _unquote_path(value: str) -> str:
+    return URL.build(path=value, encoded=True).path
+
+
+def _requote_path(value: str) -> str:
+    # Quote non-ascii characters and other characters which must be quoted,
+    # but preserve existing %-sequences.
+    result = _quote_path(value)
+    if "%" in value:
+        result = result.replace("%25", "%")
+    return result
diff --git a/venv/lib/python3.8/site-packages/aiohttp/web_ws.py b/venv/lib/python3.8/site-packages/aiohttp/web_ws.py
new file mode 100644
index 0000000..0d32a21
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/web_ws.py
@@ -0,0 +1,487 @@
+import asyncio
+import base64
+import binascii
+import hashlib
+import json
+from typing import Any, Iterable, Optional, Tuple, cast
+
+import async_timeout
+import attr
+from multidict import CIMultiDict
+
+from . import hdrs
+from .abc import AbstractStreamWriter
+from .helpers import call_later, set_result
+from .http import (
+    WS_CLOSED_MESSAGE,
+    WS_CLOSING_MESSAGE,
+    WS_KEY,
+    WebSocketError,
+    WebSocketReader,
+    WebSocketWriter,
+    WSCloseCode,
+    WSMessage,
+    WSMsgType as WSMsgType,
+    ws_ext_gen,
+    ws_ext_parse,
+)
+from .log import ws_logger
+from .streams import EofStream, FlowControlDataQueue
+from .typedefs import Final, JSONDecoder, JSONEncoder
+from .web_exceptions import HTTPBadRequest, HTTPException
+from .web_request import BaseRequest
+from .web_response import StreamResponse
+
+__all__ = (
+    "WebSocketResponse",
+    "WebSocketReady",
+    "WSMsgType",
+)
+
+THRESHOLD_CONNLOST_ACCESS: Final[int] = 5
+
+
+@attr.s(auto_attribs=True, frozen=True, slots=True)
+class WebSocketReady:
+    ok: bool
+    protocol: Optional[str]
+
+    def __bool__(self) -> bool:
+        return self.ok
+
+
+class WebSocketResponse(StreamResponse):
+
+    _length_check = False
+
+    def __init__(
+        self,
+        *,
+        timeout: float = 10.0,
+        receive_timeout: Optional[float] = None,
+        autoclose: bool = True,
+        autoping: bool = True,
+        heartbeat: Optional[float] = None,
+        protocols: Iterable[str] = (),
+        compress: bool = True,
+        max_msg_size: int = 4 * 1024 * 1024,
+    ) -> None:
+        super().__init__(status=101)
+        self._protocols = protocols
+        self._ws_protocol: Optional[str] = None
+        self._writer: Optional[WebSocketWriter] = None
+        self._reader: Optional[FlowControlDataQueue[WSMessage]] = None
+        self._closed = False
+        self._closing = False
+        self._conn_lost = 0
+        self._close_code: Optional[int] = None
+        self._loop: Optional[asyncio.AbstractEventLoop] = None
+        self._waiting: Optional[asyncio.Future[bool]] = None
+        self._exception: Optional[BaseException] = None
+        self._timeout = timeout
+        self._receive_timeout = receive_timeout
+        self._autoclose = autoclose
+        self._autoping = autoping
+        self._heartbeat = heartbeat
+        self._heartbeat_cb: Optional[asyncio.TimerHandle] = None
+        if heartbeat is not None:
+            self._pong_heartbeat = heartbeat / 2.0
+        self._pong_response_cb: Optional[asyncio.TimerHandle] = None
+        self._compress = compress
+        self._max_msg_size = max_msg_size
+
+    def _cancel_heartbeat(self) -> None:
+        if self._pong_response_cb is not None:
+            self._pong_response_cb.cancel()
+            self._pong_response_cb = None
+
+        if self._heartbeat_cb is not None:
+            self._heartbeat_cb.cancel()
+            self._heartbeat_cb = None
+
+    def _reset_heartbeat(self) -> None:
+        self._cancel_heartbeat()
+
+        if self._heartbeat is not None:
+            assert self._loop is not None
+            self._heartbeat_cb = call_later(
+                self._send_heartbeat, self._heartbeat, self._loop
+            )
+
+    def _send_heartbeat(self) -> None:
+        if self._heartbeat is not None and not self._closed:
+            assert self._loop is not None
+            # fire-and-forget a task is not perfect but maybe ok for
+            # sending ping. Otherwise we need a long-living heartbeat
+            # task in the class.
+            self._loop.create_task(self._writer.ping())  # type: ignore[union-attr]
+
+            if self._pong_response_cb is not None:
+                self._pong_response_cb.cancel()
+            self._pong_response_cb = call_later(
+                self._pong_not_received, self._pong_heartbeat, self._loop
+            )
+
+    def _pong_not_received(self) -> None:
+        if self._req is not None and self._req.transport is not None:
+            self._closed = True
+            self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+            self._exception = asyncio.TimeoutError()
+            self._req.transport.close()
+
+    async def prepare(self, request: BaseRequest) -> AbstractStreamWriter:
+        # make pre-check to don't hide it by do_handshake() exceptions
+        if self._payload_writer is not None:
+            return self._payload_writer
+
+        protocol, writer = self._pre_start(request)
+        payload_writer = await super().prepare(request)
+        assert payload_writer is not None
+        self._post_start(request, protocol, writer)
+        await payload_writer.drain()
+        return payload_writer
+
+    def _handshake(
+        self, request: BaseRequest
+    ) -> Tuple["CIMultiDict[str]", str, bool, bool]:
+        headers = request.headers
+        if "websocket" != headers.get(hdrs.UPGRADE, "").lower().strip():
+            raise HTTPBadRequest(
+                text=(
+                    "No WebSocket UPGRADE hdr: {}\n Can "
+                    '"Upgrade" only to "WebSocket".'
+                ).format(headers.get(hdrs.UPGRADE))
+            )
+
+        if "upgrade" not in headers.get(hdrs.CONNECTION, "").lower():
+            raise HTTPBadRequest(
+                text="No CONNECTION upgrade hdr: {}".format(
+                    headers.get(hdrs.CONNECTION)
+                )
+            )
+
+        # find common sub-protocol between client and server
+        protocol = None
+        if hdrs.SEC_WEBSOCKET_PROTOCOL in headers:
+            req_protocols = [
+                str(proto.strip())
+                for proto in headers[hdrs.SEC_WEBSOCKET_PROTOCOL].split(",")
+            ]
+
+            for proto in req_protocols:
+                if proto in self._protocols:
+                    protocol = proto
+                    break
+            else:
+                # No overlap found: Return no protocol as per spec
+                ws_logger.warning(
+                    "Client protocols %r don’t overlap server-known ones %r",
+                    req_protocols,
+                    self._protocols,
+                )
+
+        # check supported version
+        version = headers.get(hdrs.SEC_WEBSOCKET_VERSION, "")
+        if version not in ("13", "8", "7"):
+            raise HTTPBadRequest(text=f"Unsupported version: {version}")
+
+        # check client handshake for validity
+        key = headers.get(hdrs.SEC_WEBSOCKET_KEY)
+        try:
+            if not key or len(base64.b64decode(key)) != 16:
+                raise HTTPBadRequest(text=f"Handshake error: {key!r}")
+        except binascii.Error:
+            raise HTTPBadRequest(text=f"Handshake error: {key!r}") from None
+
+        accept_val = base64.b64encode(
+            hashlib.sha1(key.encode() + WS_KEY).digest()
+        ).decode()
+        response_headers = CIMultiDict(
+            {
+                hdrs.UPGRADE: "websocket",
+                hdrs.CONNECTION: "upgrade",
+                hdrs.SEC_WEBSOCKET_ACCEPT: accept_val,
+            }
+        )
+
+        notakeover = False
+        compress = 0
+        if self._compress:
+            extensions = headers.get(hdrs.SEC_WEBSOCKET_EXTENSIONS)
+            # Server side always get return with no exception.
+            # If something happened, just drop compress extension
+            compress, notakeover = ws_ext_parse(extensions, isserver=True)
+            if compress:
+                enabledext = ws_ext_gen(
+                    compress=compress, isserver=True, server_notakeover=notakeover
+                )
+                response_headers[hdrs.SEC_WEBSOCKET_EXTENSIONS] = enabledext
+
+        if protocol:
+            response_headers[hdrs.SEC_WEBSOCKET_PROTOCOL] = protocol
+        return (
+            response_headers,
+            protocol,
+            compress,
+            notakeover,
+        )  # type: ignore[return-value]
+
+    def _pre_start(self, request: BaseRequest) -> Tuple[str, WebSocketWriter]:
+        self._loop = request._loop
+
+        headers, protocol, compress, notakeover = self._handshake(request)
+
+        self.set_status(101)
+        self.headers.update(headers)
+        self.force_close()
+        self._compress = compress
+        transport = request._protocol.transport
+        assert transport is not None
+        writer = WebSocketWriter(
+            request._protocol, transport, compress=compress, notakeover=notakeover
+        )
+
+        return protocol, writer
+
+    def _post_start(
+        self, request: BaseRequest, protocol: str, writer: WebSocketWriter
+    ) -> None:
+        self._ws_protocol = protocol
+        self._writer = writer
+
+        self._reset_heartbeat()
+
+        loop = self._loop
+        assert loop is not None
+        self._reader = FlowControlDataQueue(request._protocol, 2**16, loop=loop)
+        request.protocol.set_parser(
+            WebSocketReader(self._reader, self._max_msg_size, compress=self._compress)
+        )
+        # disable HTTP keepalive for WebSocket
+        request.protocol.keep_alive(False)
+
+    def can_prepare(self, request: BaseRequest) -> WebSocketReady:
+        if self._writer is not None:
+            raise RuntimeError("Already started")
+        try:
+            _, protocol, _, _ = self._handshake(request)
+        except HTTPException:
+            return WebSocketReady(False, None)
+        else:
+            return WebSocketReady(True, protocol)
+
+    @property
+    def closed(self) -> bool:
+        return self._closed
+
+    @property
+    def close_code(self) -> Optional[int]:
+        return self._close_code
+
+    @property
+    def ws_protocol(self) -> Optional[str]:
+        return self._ws_protocol
+
+    @property
+    def compress(self) -> bool:
+        return self._compress
+
+    def exception(self) -> Optional[BaseException]:
+        return self._exception
+
+    async def ping(self, message: bytes = b"") -> None:
+        if self._writer is None:
+            raise RuntimeError("Call .prepare() first")
+        await self._writer.ping(message)
+
+    async def pong(self, message: bytes = b"") -> None:
+        # unsolicited pong
+        if self._writer is None:
+            raise RuntimeError("Call .prepare() first")
+        await self._writer.pong(message)
+
+    async def send_str(self, data: str, compress: Optional[bool] = None) -> None:
+        if self._writer is None:
+            raise RuntimeError("Call .prepare() first")
+        if not isinstance(data, str):
+            raise TypeError("data argument must be str (%r)" % type(data))
+        await self._writer.send(data, binary=False, compress=compress)
+
+    async def send_bytes(self, data: bytes, compress: Optional[bool] = None) -> None:
+        if self._writer is None:
+            raise RuntimeError("Call .prepare() first")
+        if not isinstance(data, (bytes, bytearray, memoryview)):
+            raise TypeError("data argument must be byte-ish (%r)" % type(data))
+        await self._writer.send(data, binary=True, compress=compress)
+
+    async def send_json(
+        self,
+        data: Any,
+        compress: Optional[bool] = None,
+        *,
+        dumps: JSONEncoder = json.dumps,
+    ) -> None:
+        await self.send_str(dumps(data), compress=compress)
+
+    async def write_eof(self) -> None:  # type: ignore[override]
+        if self._eof_sent:
+            return
+        if self._payload_writer is None:
+            raise RuntimeError("Response has not been started")
+
+        await self.close()
+        self._eof_sent = True
+
+    async def close(self, *, code: int = WSCloseCode.OK, message: bytes = b"") -> bool:
+        if self._writer is None:
+            raise RuntimeError("Call .prepare() first")
+
+        self._cancel_heartbeat()
+        reader = self._reader
+        assert reader is not None
+
+        # we need to break `receive()` cycle first,
+        # `close()` may be called from different task
+        if self._waiting is not None and not self._closed:
+            reader.feed_data(WS_CLOSING_MESSAGE, 0)
+            await self._waiting
+
+        if not self._closed:
+            self._closed = True
+            try:
+                await self._writer.close(code, message)
+                writer = self._payload_writer
+                assert writer is not None
+                await writer.drain()
+            except (asyncio.CancelledError, asyncio.TimeoutError):
+                self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+                raise
+            except Exception as exc:
+                self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+                self._exception = exc
+                return True
+
+            if self._closing:
+                return True
+
+            reader = self._reader
+            assert reader is not None
+            try:
+                async with async_timeout.timeout(self._timeout):
+                    msg = await reader.read()
+            except asyncio.CancelledError:
+                self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+                raise
+            except Exception as exc:
+                self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+                self._exception = exc
+                return True
+
+            if msg.type == WSMsgType.CLOSE:
+                self._close_code = msg.data
+                return True
+
+            self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+            self._exception = asyncio.TimeoutError()
+            return True
+        else:
+            return False
+
+    async def receive(self, timeout: Optional[float] = None) -> WSMessage:
+        if self._reader is None:
+            raise RuntimeError("Call .prepare() first")
+
+        loop = self._loop
+        assert loop is not None
+        while True:
+            if self._waiting is not None:
+                raise RuntimeError("Concurrent call to receive() is not allowed")
+
+            if self._closed:
+                self._conn_lost += 1
+                if self._conn_lost >= THRESHOLD_CONNLOST_ACCESS:
+                    raise RuntimeError("WebSocket connection is closed.")
+                return WS_CLOSED_MESSAGE
+            elif self._closing:
+                return WS_CLOSING_MESSAGE
+
+            try:
+                self._waiting = loop.create_future()
+                try:
+                    async with async_timeout.timeout(timeout or self._receive_timeout):
+                        msg = await self._reader.read()
+                    self._reset_heartbeat()
+                finally:
+                    waiter = self._waiting
+                    set_result(waiter, True)
+                    self._waiting = None
+            except (asyncio.CancelledError, asyncio.TimeoutError):
+                self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+                raise
+            except EofStream:
+                self._close_code = WSCloseCode.OK
+                await self.close()
+                return WSMessage(WSMsgType.CLOSED, None, None)
+            except WebSocketError as exc:
+                self._close_code = exc.code
+                await self.close(code=exc.code)
+                return WSMessage(WSMsgType.ERROR, exc, None)
+            except Exception as exc:
+                self._exception = exc
+                self._closing = True
+                self._close_code = WSCloseCode.ABNORMAL_CLOSURE
+                await self.close()
+                return WSMessage(WSMsgType.ERROR, exc, None)
+
+            if msg.type == WSMsgType.CLOSE:
+                self._closing = True
+                self._close_code = msg.data
+                if not self._closed and self._autoclose:
+                    await self.close()
+            elif msg.type == WSMsgType.CLOSING:
+                self._closing = True
+            elif msg.type == WSMsgType.PING and self._autoping:
+                await self.pong(msg.data)
+                continue
+            elif msg.type == WSMsgType.PONG and self._autoping:
+                continue
+
+            return msg
+
+    async def receive_str(self, *, timeout: Optional[float] = None) -> str:
+        msg = await self.receive(timeout)
+        if msg.type != WSMsgType.TEXT:
+            raise TypeError(
+                "Received message {}:{!r} is not WSMsgType.TEXT".format(
+                    msg.type, msg.data
+                )
+            )
+        return cast(str, msg.data)
+
+    async def receive_bytes(self, *, timeout: Optional[float] = None) -> bytes:
+        msg = await self.receive(timeout)
+        if msg.type != WSMsgType.BINARY:
+            raise TypeError(f"Received message {msg.type}:{msg.data!r} is not bytes")
+        return cast(bytes, msg.data)
+
+    async def receive_json(
+        self, *, loads: JSONDecoder = json.loads, timeout: Optional[float] = None
+    ) -> Any:
+        data = await self.receive_str(timeout=timeout)
+        return loads(data)
+
+    async def write(self, data: bytes) -> None:
+        raise RuntimeError("Cannot call .write() for websocket")
+
+    def __aiter__(self) -> "WebSocketResponse":
+        return self
+
+    async def __anext__(self) -> WSMessage:
+        msg = await self.receive()
+        if msg.type in (WSMsgType.CLOSE, WSMsgType.CLOSING, WSMsgType.CLOSED):
+            raise StopAsyncIteration
+        return msg
+
+    def _cancel(self, exc: BaseException) -> None:
+        if self._reader is not None:
+            self._reader.set_exception(exc)
diff --git a/venv/lib/python3.8/site-packages/aiohttp/worker.py b/venv/lib/python3.8/site-packages/aiohttp/worker.py
new file mode 100644
index 0000000..f130289
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiohttp/worker.py
@@ -0,0 +1,269 @@
+"""Async gunicorn worker for aiohttp.web"""
+
+import asyncio
+import os
+import re
+import signal
+import sys
+from types import FrameType
+from typing import Any, Awaitable, Callable, Optional, Union  # noqa
+
+from gunicorn.config import AccessLogFormat as GunicornAccessLogFormat
+from gunicorn.workers import base
+
+from aiohttp import web
+
+from .helpers import set_result
+from .web_app import Application
+from .web_log import AccessLogger
+
+try:
+    import ssl
+
+    SSLContext = ssl.SSLContext
+except ImportError:  # pragma: no cover
+    ssl = None  # type: ignore[assignment]
+    SSLContext = object  # type: ignore[misc,assignment]
+
+
+__all__ = ("GunicornWebWorker", "GunicornUVLoopWebWorker", "GunicornTokioWebWorker")
+
+
+class GunicornWebWorker(base.Worker):  # type: ignore[misc,no-any-unimported]
+
+    DEFAULT_AIOHTTP_LOG_FORMAT = AccessLogger.LOG_FORMAT
+    DEFAULT_GUNICORN_LOG_FORMAT = GunicornAccessLogFormat.default
+
+    def __init__(self, *args: Any, **kw: Any) -> None:  # pragma: no cover
+        super().__init__(*args, **kw)
+
+        self._task: Optional[asyncio.Task[None]] = None
+        self.exit_code = 0
+        self._notify_waiter: Optional[asyncio.Future[bool]] = None
+
+    def init_process(self) -> None:
+        # create new event_loop after fork
+        asyncio.get_event_loop().close()
+
+        self.loop = asyncio.new_event_loop()
+        asyncio.set_event_loop(self.loop)
+
+        super().init_process()
+
+    def run(self) -> None:
+        self._task = self.loop.create_task(self._run())
+
+        try:  # ignore all finalization problems
+            self.loop.run_until_complete(self._task)
+        except Exception:
+            self.log.exception("Exception in gunicorn worker")
+        self.loop.run_until_complete(self.loop.shutdown_asyncgens())
+        self.loop.close()
+
+        sys.exit(self.exit_code)
+
+    async def _run(self) -> None:
+        runner = None
+        if isinstance(self.wsgi, Application):
+            app = self.wsgi
+        elif asyncio.iscoroutinefunction(self.wsgi):
+            wsgi = await self.wsgi()
+            if isinstance(wsgi, web.AppRunner):
+                runner = wsgi
+                app = runner.app
+            else:
+                app = wsgi
+        else:
+            raise RuntimeError(
+                "wsgi app should be either Application or "
+                "async function returning Application, got {}".format(self.wsgi)
+            )
+
+        if runner is None:
+            access_log = self.log.access_log if self.cfg.accesslog else None
+            runner = web.AppRunner(
+                app,
+                logger=self.log,
+                keepalive_timeout=self.cfg.keepalive,
+                access_log=access_log,
+                access_log_format=self._get_valid_log_format(
+                    self.cfg.access_log_format
+                ),
+            )
+        await runner.setup()
+
+        ctx = self._create_ssl_context(self.cfg) if self.cfg.is_ssl else None
+
+        runner = runner
+        assert runner is not None
+        server = runner.server
+        assert server is not None
+        for sock in self.sockets:
+            site = web.SockSite(
+                runner,
+                sock,
+                ssl_context=ctx,
+                shutdown_timeout=self.cfg.graceful_timeout / 100 * 95,
+            )
+            await site.start()
+
+        # If our parent changed then we shut down.
+        pid = os.getpid()
+        try:
+            while self.alive:  # type: ignore[has-type]
+                self.notify()
+
+                cnt = server.requests_count
+                if self.cfg.max_requests and cnt > self.cfg.max_requests:
+                    self.alive = False
+                    self.log.info("Max requests, shutting down: %s", self)
+
+                elif pid == os.getpid() and self.ppid != os.getppid():
+                    self.alive = False
+                    self.log.info("Parent changed, shutting down: %s", self)
+                else:
+                    await self._wait_next_notify()
+        except BaseException:
+            pass
+
+        await runner.cleanup()
+
+    def _wait_next_notify(self) -> "asyncio.Future[bool]":
+        self._notify_waiter_done()
+
+        loop = self.loop
+        assert loop is not None
+        self._notify_waiter = waiter = loop.create_future()
+        self.loop.call_later(1.0, self._notify_waiter_done, waiter)
+
+        return waiter
+
+    def _notify_waiter_done(
+        self, waiter: Optional["asyncio.Future[bool]"] = None
+    ) -> None:
+        if waiter is None:
+            waiter = self._notify_waiter
+        if waiter is not None:
+            set_result(waiter, True)
+
+        if waiter is self._notify_waiter:
+            self._notify_waiter = None
+
+    def init_signals(self) -> None:
+        # Set up signals through the event loop API.
+
+        self.loop.add_signal_handler(
+            signal.SIGQUIT, self.handle_quit, signal.SIGQUIT, None
+        )
+
+        self.loop.add_signal_handler(
+            signal.SIGTERM, self.handle_exit, signal.SIGTERM, None
+        )
+
+        self.loop.add_signal_handler(
+            signal.SIGINT, self.handle_quit, signal.SIGINT, None
+        )
+
+        self.loop.add_signal_handler(
+            signal.SIGWINCH, self.handle_winch, signal.SIGWINCH, None
+        )
+
+        self.loop.add_signal_handler(
+            signal.SIGUSR1, self.handle_usr1, signal.SIGUSR1, None
+        )
+
+        self.loop.add_signal_handler(
+            signal.SIGABRT, self.handle_abort, signal.SIGABRT, None
+        )
+
+        # Don't let SIGTERM and SIGUSR1 disturb active requests
+        # by interrupting system calls
+        signal.siginterrupt(signal.SIGTERM, False)
+        signal.siginterrupt(signal.SIGUSR1, False)
+        # Reset signals so Gunicorn doesn't swallow subprocess return codes
+        # See: https://github.com/aio-libs/aiohttp/issues/6130
+        if sys.version_info < (3, 8):
+            # Starting from Python 3.8,
+            # the default child watcher is ThreadedChildWatcher.
+            # The watcher doesn't depend on SIGCHLD signal,
+            # there is no need to reset it.
+            signal.signal(signal.SIGCHLD, signal.SIG_DFL)
+
+    def handle_quit(self, sig: int, frame: FrameType) -> None:
+        self.alive = False
+
+        # worker_int callback
+        self.cfg.worker_int(self)
+
+        # wakeup closing process
+        self._notify_waiter_done()
+
+    def handle_abort(self, sig: int, frame: FrameType) -> None:
+        self.alive = False
+        self.exit_code = 1
+        self.cfg.worker_abort(self)
+        sys.exit(1)
+
+    @staticmethod
+    def _create_ssl_context(cfg: Any) -> "SSLContext":
+        """Creates SSLContext instance for usage in asyncio.create_server.
+
+        See ssl.SSLSocket.__init__ for more details.
+        """
+        if ssl is None:  # pragma: no cover
+            raise RuntimeError("SSL is not supported.")
+
+        ctx = ssl.SSLContext(cfg.ssl_version)
+        ctx.load_cert_chain(cfg.certfile, cfg.keyfile)
+        ctx.verify_mode = cfg.cert_reqs
+        if cfg.ca_certs:
+            ctx.load_verify_locations(cfg.ca_certs)
+        if cfg.ciphers:
+            ctx.set_ciphers(cfg.ciphers)
+        return ctx
+
+    def _get_valid_log_format(self, source_format: str) -> str:
+        if source_format == self.DEFAULT_GUNICORN_LOG_FORMAT:
+            return self.DEFAULT_AIOHTTP_LOG_FORMAT
+        elif re.search(r"%\([^\)]+\)", source_format):
+            raise ValueError(
+                "Gunicorn's style options in form of `%(name)s` are not "
+                "supported for the log formatting. Please use aiohttp's "
+                "format specification to configure access log formatting: "
+                "http://docs.aiohttp.org/en/stable/logging.html"
+                "#format-specification"
+            )
+        else:
+            return source_format
+
+
+class GunicornUVLoopWebWorker(GunicornWebWorker):
+    def init_process(self) -> None:
+        import uvloop
+
+        # Close any existing event loop before setting a
+        # new policy.
+        asyncio.get_event_loop().close()
+
+        # Setup uvloop policy, so that every
+        # asyncio.get_event_loop() will create an instance
+        # of uvloop event loop.
+        asyncio.set_event_loop_policy(uvloop.EventLoopPolicy())
+
+        super().init_process()
+
+
+class GunicornTokioWebWorker(GunicornWebWorker):
+    def init_process(self) -> None:  # pragma: no cover
+        import tokio
+
+        # Close any existing event loop before setting a
+        # new policy.
+        asyncio.get_event_loop().close()
+
+        # Setup tokio policy, so that every
+        # asyncio.get_event_loop() will create an instance
+        # of tokio event loop.
+        asyncio.set_event_loop_policy(tokio.EventLoopPolicy())
+
+        super().init_process()
diff --git a/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/LICENSE b/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/LICENSE
new file mode 120000
index 0000000..59071a4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6f/d5/24/3e92dd7f98ec69c7ac377728e74905709ff527a5bf98d6d0263c04f5b6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/METADATA b/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/METADATA
new file mode 120000
index 0000000..8e322c3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/METADATA
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fe/6a/4d/291b38ecbb23780bfb1efd0ba5ec5f1621f507be1e3ad2610c0f30ebe2
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/RECORD b/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/RECORD
new file mode 100644
index 0000000..212eb38
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/RECORD
@@ -0,0 +1,12 @@
+aiosignal-1.2.0.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+aiosignal-1.2.0.dist-info/LICENSE,sha256=b9UkPpLdf5jsacesN3co50kFcJ_1J6W_mNbQJjwE9bY,11332
+aiosignal-1.2.0.dist-info/METADATA,sha256=_mpNKRs47LsjeAv7Hv0LpexfFiH1B74eOtJhDA8w6-I,5500
+aiosignal-1.2.0.dist-info/RECORD,,
+aiosignal-1.2.0.dist-info/REQUESTED,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+aiosignal-1.2.0.dist-info/WHEEL,sha256=ewwEueio1C2XeHTvT17n8dZUJgOvyCWCt0WVNLClP9o,92
+aiosignal-1.2.0.dist-info/direct_url.json,sha256=HJKHnDucPL9GR6IrHuKgaZJGwLz8lLWRfg3YZ54KX3Y,251
+aiosignal-1.2.0.dist-info/top_level.txt,sha256=z45aNOKGDdrI1roqZY3BGXQ22kJFPHBmVdwtLYLtXC0,10
+aiosignal/__init__.py,sha256=MGQyLD_0xNqLqPpBqxPj0CHKQjCIY1UFUK5PtHvCWbU,867
+aiosignal/__init__.pyi,sha256=xeCddYSS8fZAkz8S4HuKSR2IDe3N7RW_LKcXDPPA1Xk,311
+aiosignal/__pycache__/__init__.cpython-38.pyc,,
+aiosignal/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
diff --git a/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/REQUESTED b/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/REQUESTED
new file mode 100644
index 0000000..e69de29
diff --git a/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/WHEEL b/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/WHEEL
new file mode 120000
index 0000000..e14c71b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7b/0c/04/b9e8a8d42d977874ef4f5ee7f1d6542603afc82582b7459534b0a53fda
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/direct_url.json
new file mode 100644
index 0000000..db2d5c9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/aiosignal-1.2.0.dist-info/direct_url.json
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/async_timeout-4.0.2.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/async_timeout-4.0.2.dist-info/direct_url.json
new file mode 100644
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diff --git a/venv/lib/python3.8/site-packages/attr/__init__.py b/venv/lib/python3.8/site-packages/attr/__init__.py
new file mode 100644
index 0000000..386305d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/__init__.py
@@ -0,0 +1,79 @@
+# SPDX-License-Identifier: MIT
+
+
+import sys
+
+from functools import partial
+
+from . import converters, exceptions, filters, setters, validators
+from ._cmp import cmp_using
+from ._config import get_run_validators, set_run_validators
+from ._funcs import asdict, assoc, astuple, evolve, has, resolve_types
+from ._make import (
+    NOTHING,
+    Attribute,
+    Factory,
+    attrib,
+    attrs,
+    fields,
+    fields_dict,
+    make_class,
+    validate,
+)
+from ._version_info import VersionInfo
+
+
+__version__ = "22.1.0"
+__version_info__ = VersionInfo._from_version_string(__version__)
+
+__title__ = "attrs"
+__description__ = "Classes Without Boilerplate"
+__url__ = "https://www.attrs.org/"
+__uri__ = __url__
+__doc__ = __description__ + " <" + __uri__ + ">"
+
+__author__ = "Hynek Schlawack"
+__email__ = "hs@ox.cx"
+
+__license__ = "MIT"
+__copyright__ = "Copyright (c) 2015 Hynek Schlawack"
+
+
+s = attributes = attrs
+ib = attr = attrib
+dataclass = partial(attrs, auto_attribs=True)  # happy Easter ;)
+
+__all__ = [
+    "Attribute",
+    "Factory",
+    "NOTHING",
+    "asdict",
+    "assoc",
+    "astuple",
+    "attr",
+    "attrib",
+    "attributes",
+    "attrs",
+    "cmp_using",
+    "converters",
+    "evolve",
+    "exceptions",
+    "fields",
+    "fields_dict",
+    "filters",
+    "get_run_validators",
+    "has",
+    "ib",
+    "make_class",
+    "resolve_types",
+    "s",
+    "set_run_validators",
+    "setters",
+    "validate",
+    "validators",
+]
+
+if sys.version_info[:2] >= (3, 6):
+    from ._next_gen import define, field, frozen, mutable  # noqa: F401
+
+    __all__.extend(("define", "field", "frozen", "mutable"))
diff --git a/venv/lib/python3.8/site-packages/attr/__init__.pyi b/venv/lib/python3.8/site-packages/attr/__init__.pyi
new file mode 100644
index 0000000..03cc4c8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/__init__.pyi
@@ -0,0 +1,486 @@
+import sys
+
+from typing import (
+    Any,
+    Callable,
+    ClassVar,
+    Dict,
+    Generic,
+    List,
+    Mapping,
+    Optional,
+    Protocol,
+    Sequence,
+    Tuple,
+    Type,
+    TypeVar,
+    Union,
+    overload,
+)
+
+# `import X as X` is required to make these public
+from . import converters as converters
+from . import exceptions as exceptions
+from . import filters as filters
+from . import setters as setters
+from . import validators as validators
+from ._cmp import cmp_using as cmp_using
+from ._version_info import VersionInfo
+
+__version__: str
+__version_info__: VersionInfo
+__title__: str
+__description__: str
+__url__: str
+__uri__: str
+__author__: str
+__email__: str
+__license__: str
+__copyright__: str
+
+_T = TypeVar("_T")
+_C = TypeVar("_C", bound=type)
+
+_EqOrderType = Union[bool, Callable[[Any], Any]]
+_ValidatorType = Callable[[Any, Attribute[_T], _T], Any]
+_ConverterType = Callable[[Any], Any]
+_FilterType = Callable[[Attribute[_T], _T], bool]
+_ReprType = Callable[[Any], str]
+_ReprArgType = Union[bool, _ReprType]
+_OnSetAttrType = Callable[[Any, Attribute[Any], Any], Any]
+_OnSetAttrArgType = Union[
+    _OnSetAttrType, List[_OnSetAttrType], setters._NoOpType
+]
+_FieldTransformer = Callable[
+    [type, List[Attribute[Any]]], List[Attribute[Any]]
+]
+# FIXME: in reality, if multiple validators are passed they must be in a list
+# or tuple, but those are invariant and so would prevent subtypes of
+# _ValidatorType from working when passed in a list or tuple.
+_ValidatorArgType = Union[_ValidatorType[_T], Sequence[_ValidatorType[_T]]]
+
+# A protocol to be able to statically accept an attrs class.
+class AttrsInstance(Protocol):
+    __attrs_attrs__: ClassVar[Any]
+
+# _make --
+
+NOTHING: object
+
+# NOTE: Factory lies about its return type to make this possible:
+# `x: List[int] # = Factory(list)`
+# Work around mypy issue #4554 in the common case by using an overload.
+if sys.version_info >= (3, 8):
+    from typing import Literal
+    @overload
+    def Factory(factory: Callable[[], _T]) -> _T: ...
+    @overload
+    def Factory(
+        factory: Callable[[Any], _T],
+        takes_self: Literal[True],
+    ) -> _T: ...
+    @overload
+    def Factory(
+        factory: Callable[[], _T],
+        takes_self: Literal[False],
+    ) -> _T: ...
+
+else:
+    @overload
+    def Factory(factory: Callable[[], _T]) -> _T: ...
+    @overload
+    def Factory(
+        factory: Union[Callable[[Any], _T], Callable[[], _T]],
+        takes_self: bool = ...,
+    ) -> _T: ...
+
+# Static type inference support via __dataclass_transform__ implemented as per:
+# https://github.com/microsoft/pyright/blob/1.1.135/specs/dataclass_transforms.md
+# This annotation must be applied to all overloads of "define" and "attrs"
+#
+# NOTE: This is a typing construct and does not exist at runtime.  Extensions
+# wrapping attrs decorators should declare a separate __dataclass_transform__
+# signature in the extension module using the specification linked above to
+# provide pyright support.
+def __dataclass_transform__(
+    *,
+    eq_default: bool = True,
+    order_default: bool = False,
+    kw_only_default: bool = False,
+    field_descriptors: Tuple[Union[type, Callable[..., Any]], ...] = (()),
+) -> Callable[[_T], _T]: ...
+
+class Attribute(Generic[_T]):
+    name: str
+    default: Optional[_T]
+    validator: Optional[_ValidatorType[_T]]
+    repr: _ReprArgType
+    cmp: _EqOrderType
+    eq: _EqOrderType
+    order: _EqOrderType
+    hash: Optional[bool]
+    init: bool
+    converter: Optional[_ConverterType]
+    metadata: Dict[Any, Any]
+    type: Optional[Type[_T]]
+    kw_only: bool
+    on_setattr: _OnSetAttrType
+    def evolve(self, **changes: Any) -> "Attribute[Any]": ...
+
+# NOTE: We had several choices for the annotation to use for type arg:
+# 1) Type[_T]
+#   - Pros: Handles simple cases correctly
+#   - Cons: Might produce less informative errors in the case of conflicting
+#     TypeVars e.g. `attr.ib(default='bad', type=int)`
+# 2) Callable[..., _T]
+#   - Pros: Better error messages than #1 for conflicting TypeVars
+#   - Cons: Terrible error messages for validator checks.
+#   e.g. attr.ib(type=int, validator=validate_str)
+#        -> error: Cannot infer function type argument
+# 3) type (and do all of the work in the mypy plugin)
+#   - Pros: Simple here, and we could customize the plugin with our own errors.
+#   - Cons: Would need to write mypy plugin code to handle all the cases.
+# We chose option #1.
+
+# `attr` lies about its return type to make the following possible:
+#     attr()    -> Any
+#     attr(8)   -> int
+#     attr(validator=<some callable>)  -> Whatever the callable expects.
+# This makes this type of assignments possible:
+#     x: int = attr(8)
+#
+# This form catches explicit None or no default but with no other arguments
+# returns Any.
+@overload
+def attrib(
+    default: None = ...,
+    validator: None = ...,
+    repr: _ReprArgType = ...,
+    cmp: Optional[_EqOrderType] = ...,
+    hash: Optional[bool] = ...,
+    init: bool = ...,
+    metadata: Optional[Mapping[Any, Any]] = ...,
+    type: None = ...,
+    converter: None = ...,
+    factory: None = ...,
+    kw_only: bool = ...,
+    eq: Optional[_EqOrderType] = ...,
+    order: Optional[_EqOrderType] = ...,
+    on_setattr: Optional[_OnSetAttrArgType] = ...,
+) -> Any: ...
+
+# This form catches an explicit None or no default and infers the type from the
+# other arguments.
+@overload
+def attrib(
+    default: None = ...,
+    validator: Optional[_ValidatorArgType[_T]] = ...,
+    repr: _ReprArgType = ...,
+    cmp: Optional[_EqOrderType] = ...,
+    hash: Optional[bool] = ...,
+    init: bool = ...,
+    metadata: Optional[Mapping[Any, Any]] = ...,
+    type: Optional[Type[_T]] = ...,
+    converter: Optional[_ConverterType] = ...,
+    factory: Optional[Callable[[], _T]] = ...,
+    kw_only: bool = ...,
+    eq: Optional[_EqOrderType] = ...,
+    order: Optional[_EqOrderType] = ...,
+    on_setattr: Optional[_OnSetAttrArgType] = ...,
+) -> _T: ...
+
+# This form catches an explicit default argument.
+@overload
+def attrib(
+    default: _T,
+    validator: Optional[_ValidatorArgType[_T]] = ...,
+    repr: _ReprArgType = ...,
+    cmp: Optional[_EqOrderType] = ...,
+    hash: Optional[bool] = ...,
+    init: bool = ...,
+    metadata: Optional[Mapping[Any, Any]] = ...,
+    type: Optional[Type[_T]] = ...,
+    converter: Optional[_ConverterType] = ...,
+    factory: Optional[Callable[[], _T]] = ...,
+    kw_only: bool = ...,
+    eq: Optional[_EqOrderType] = ...,
+    order: Optional[_EqOrderType] = ...,
+    on_setattr: Optional[_OnSetAttrArgType] = ...,
+) -> _T: ...
+
+# This form covers type=non-Type: e.g. forward references (str), Any
+@overload
+def attrib(
+    default: Optional[_T] = ...,
+    validator: Optional[_ValidatorArgType[_T]] = ...,
+    repr: _ReprArgType = ...,
+    cmp: Optional[_EqOrderType] = ...,
+    hash: Optional[bool] = ...,
+    init: bool = ...,
+    metadata: Optional[Mapping[Any, Any]] = ...,
+    type: object = ...,
+    converter: Optional[_ConverterType] = ...,
+    factory: Optional[Callable[[], _T]] = ...,
+    kw_only: bool = ...,
+    eq: Optional[_EqOrderType] = ...,
+    order: Optional[_EqOrderType] = ...,
+    on_setattr: Optional[_OnSetAttrArgType] = ...,
+) -> Any: ...
+@overload
+def field(
+    *,
+    default: None = ...,
+    validator: None = ...,
+    repr: _ReprArgType = ...,
+    hash: Optional[bool] = ...,
+    init: bool = ...,
+    metadata: Optional[Mapping[Any, Any]] = ...,
+    converter: None = ...,
+    factory: None = ...,
+    kw_only: bool = ...,
+    eq: Optional[bool] = ...,
+    order: Optional[bool] = ...,
+    on_setattr: Optional[_OnSetAttrArgType] = ...,
+) -> Any: ...
+
+# This form catches an explicit None or no default and infers the type from the
+# other arguments.
+@overload
+def field(
+    *,
+    default: None = ...,
+    validator: Optional[_ValidatorArgType[_T]] = ...,
+    repr: _ReprArgType = ...,
+    hash: Optional[bool] = ...,
+    init: bool = ...,
+    metadata: Optional[Mapping[Any, Any]] = ...,
+    converter: Optional[_ConverterType] = ...,
+    factory: Optional[Callable[[], _T]] = ...,
+    kw_only: bool = ...,
+    eq: Optional[_EqOrderType] = ...,
+    order: Optional[_EqOrderType] = ...,
+    on_setattr: Optional[_OnSetAttrArgType] = ...,
+) -> _T: ...
+
+# This form catches an explicit default argument.
+@overload
+def field(
+    *,
+    default: _T,
+    validator: Optional[_ValidatorArgType[_T]] = ...,
+    repr: _ReprArgType = ...,
+    hash: Optional[bool] = ...,
+    init: bool = ...,
+    metadata: Optional[Mapping[Any, Any]] = ...,
+    converter: Optional[_ConverterType] = ...,
+    factory: Optional[Callable[[], _T]] = ...,
+    kw_only: bool = ...,
+    eq: Optional[_EqOrderType] = ...,
+    order: Optional[_EqOrderType] = ...,
+    on_setattr: Optional[_OnSetAttrArgType] = ...,
+) -> _T: ...
+
+# This form covers type=non-Type: e.g. forward references (str), Any
+@overload
+def field(
+    *,
+    default: Optional[_T] = ...,
+    validator: Optional[_ValidatorArgType[_T]] = ...,
+    repr: _ReprArgType = ...,
+    hash: Optional[bool] = ...,
+    init: bool = ...,
+    metadata: Optional[Mapping[Any, Any]] = ...,
+    converter: Optional[_ConverterType] = ...,
+    factory: Optional[Callable[[], _T]] = ...,
+    kw_only: bool = ...,
+    eq: Optional[_EqOrderType] = ...,
+    order: Optional[_EqOrderType] = ...,
+    on_setattr: Optional[_OnSetAttrArgType] = ...,
+) -> Any: ...
+@overload
+@__dataclass_transform__(order_default=True, field_descriptors=(attrib, field))
+def attrs(
+    maybe_cls: _C,
+    these: Optional[Dict[str, Any]] = ...,
+    repr_ns: Optional[str] = ...,
+    repr: bool = ...,
+    cmp: Optional[_EqOrderType] = ...,
+    hash: Optional[bool] = ...,
+    init: bool = ...,
+    slots: bool = ...,
+    frozen: bool = ...,
+    weakref_slot: bool = ...,
+    str: bool = ...,
+    auto_attribs: bool = ...,
+    kw_only: bool = ...,
+    cache_hash: bool = ...,
+    auto_exc: bool = ...,
+    eq: Optional[_EqOrderType] = ...,
+    order: Optional[_EqOrderType] = ...,
+    auto_detect: bool = ...,
+    collect_by_mro: bool = ...,
+    getstate_setstate: Optional[bool] = ...,
+    on_setattr: Optional[_OnSetAttrArgType] = ...,
+    field_transformer: Optional[_FieldTransformer] = ...,
+    match_args: bool = ...,
+) -> _C: ...
+@overload
+@__dataclass_transform__(order_default=True, field_descriptors=(attrib, field))
+def attrs(
+    maybe_cls: None = ...,
+    these: Optional[Dict[str, Any]] = ...,
+    repr_ns: Optional[str] = ...,
+    repr: bool = ...,
+    cmp: Optional[_EqOrderType] = ...,
+    hash: Optional[bool] = ...,
+    init: bool = ...,
+    slots: bool = ...,
+    frozen: bool = ...,
+    weakref_slot: bool = ...,
+    str: bool = ...,
+    auto_attribs: bool = ...,
+    kw_only: bool = ...,
+    cache_hash: bool = ...,
+    auto_exc: bool = ...,
+    eq: Optional[_EqOrderType] = ...,
+    order: Optional[_EqOrderType] = ...,
+    auto_detect: bool = ...,
+    collect_by_mro: bool = ...,
+    getstate_setstate: Optional[bool] = ...,
+    on_setattr: Optional[_OnSetAttrArgType] = ...,
+    field_transformer: Optional[_FieldTransformer] = ...,
+    match_args: bool = ...,
+) -> Callable[[_C], _C]: ...
+@overload
+@__dataclass_transform__(field_descriptors=(attrib, field))
+def define(
+    maybe_cls: _C,
+    *,
+    these: Optional[Dict[str, Any]] = ...,
+    repr: bool = ...,
+    hash: Optional[bool] = ...,
+    init: bool = ...,
+    slots: bool = ...,
+    frozen: bool = ...,
+    weakref_slot: bool = ...,
+    str: bool = ...,
+    auto_attribs: bool = ...,
+    kw_only: bool = ...,
+    cache_hash: bool = ...,
+    auto_exc: bool = ...,
+    eq: Optional[bool] = ...,
+    order: Optional[bool] = ...,
+    auto_detect: bool = ...,
+    getstate_setstate: Optional[bool] = ...,
+    on_setattr: Optional[_OnSetAttrArgType] = ...,
+    field_transformer: Optional[_FieldTransformer] = ...,
+    match_args: bool = ...,
+) -> _C: ...
+@overload
+@__dataclass_transform__(field_descriptors=(attrib, field))
+def define(
+    maybe_cls: None = ...,
+    *,
+    these: Optional[Dict[str, Any]] = ...,
+    repr: bool = ...,
+    hash: Optional[bool] = ...,
+    init: bool = ...,
+    slots: bool = ...,
+    frozen: bool = ...,
+    weakref_slot: bool = ...,
+    str: bool = ...,
+    auto_attribs: bool = ...,
+    kw_only: bool = ...,
+    cache_hash: bool = ...,
+    auto_exc: bool = ...,
+    eq: Optional[bool] = ...,
+    order: Optional[bool] = ...,
+    auto_detect: bool = ...,
+    getstate_setstate: Optional[bool] = ...,
+    on_setattr: Optional[_OnSetAttrArgType] = ...,
+    field_transformer: Optional[_FieldTransformer] = ...,
+    match_args: bool = ...,
+) -> Callable[[_C], _C]: ...
+
+mutable = define
+frozen = define  # they differ only in their defaults
+
+def fields(cls: Type[AttrsInstance]) -> Any: ...
+def fields_dict(cls: Type[AttrsInstance]) -> Dict[str, Attribute[Any]]: ...
+def validate(inst: AttrsInstance) -> None: ...
+def resolve_types(
+    cls: _C,
+    globalns: Optional[Dict[str, Any]] = ...,
+    localns: Optional[Dict[str, Any]] = ...,
+    attribs: Optional[List[Attribute[Any]]] = ...,
+) -> _C: ...
+
+# TODO: add support for returning a proper attrs class from the mypy plugin
+# we use Any instead of _CountingAttr so that e.g. `make_class('Foo',
+# [attr.ib()])` is valid
+def make_class(
+    name: str,
+    attrs: Union[List[str], Tuple[str, ...], Dict[str, Any]],
+    bases: Tuple[type, ...] = ...,
+    repr_ns: Optional[str] = ...,
+    repr: bool = ...,
+    cmp: Optional[_EqOrderType] = ...,
+    hash: Optional[bool] = ...,
+    init: bool = ...,
+    slots: bool = ...,
+    frozen: bool = ...,
+    weakref_slot: bool = ...,
+    str: bool = ...,
+    auto_attribs: bool = ...,
+    kw_only: bool = ...,
+    cache_hash: bool = ...,
+    auto_exc: bool = ...,
+    eq: Optional[_EqOrderType] = ...,
+    order: Optional[_EqOrderType] = ...,
+    collect_by_mro: bool = ...,
+    on_setattr: Optional[_OnSetAttrArgType] = ...,
+    field_transformer: Optional[_FieldTransformer] = ...,
+) -> type: ...
+
+# _funcs --
+
+# TODO: add support for returning TypedDict from the mypy plugin
+# FIXME: asdict/astuple do not honor their factory args. Waiting on one of
+# these:
+# https://github.com/python/mypy/issues/4236
+# https://github.com/python/typing/issues/253
+# XXX: remember to fix attrs.asdict/astuple too!
+def asdict(
+    inst: AttrsInstance,
+    recurse: bool = ...,
+    filter: Optional[_FilterType[Any]] = ...,
+    dict_factory: Type[Mapping[Any, Any]] = ...,
+    retain_collection_types: bool = ...,
+    value_serializer: Optional[
+        Callable[[type, Attribute[Any], Any], Any]
+    ] = ...,
+    tuple_keys: Optional[bool] = ...,
+) -> Dict[str, Any]: ...
+
+# TODO: add support for returning NamedTuple from the mypy plugin
+def astuple(
+    inst: AttrsInstance,
+    recurse: bool = ...,
+    filter: Optional[_FilterType[Any]] = ...,
+    tuple_factory: Type[Sequence[Any]] = ...,
+    retain_collection_types: bool = ...,
+) -> Tuple[Any, ...]: ...
+def has(cls: type) -> bool: ...
+def assoc(inst: _T, **changes: Any) -> _T: ...
+def evolve(inst: _T, **changes: Any) -> _T: ...
+
+# _config --
+
+def set_run_validators(run: bool) -> None: ...
+def get_run_validators() -> bool: ...
+
+# aliases --
+
+s = attributes = attrs
+ib = attr = attrib
+dataclass = attrs  # Technically, partial(attrs, auto_attribs=True) ;)
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diff --git a/venv/lib/python3.8/site-packages/attr/_cmp.py b/venv/lib/python3.8/site-packages/attr/_cmp.py
new file mode 100644
index 0000000..81b99e4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/_cmp.py
@@ -0,0 +1,155 @@
+# SPDX-License-Identifier: MIT
+
+
+import functools
+import types
+
+from ._make import _make_ne
+
+
+_operation_names = {"eq": "==", "lt": "<", "le": "<=", "gt": ">", "ge": ">="}
+
+
+def cmp_using(
+    eq=None,
+    lt=None,
+    le=None,
+    gt=None,
+    ge=None,
+    require_same_type=True,
+    class_name="Comparable",
+):
+    """
+    Create a class that can be passed into `attr.ib`'s ``eq``, ``order``, and
+    ``cmp`` arguments to customize field comparison.
+
+    The resulting class will have a full set of ordering methods if
+    at least one of ``{lt, le, gt, ge}`` and ``eq``  are provided.
+
+    :param Optional[callable] eq: `callable` used to evaluate equality
+        of two objects.
+    :param Optional[callable] lt: `callable` used to evaluate whether
+        one object is less than another object.
+    :param Optional[callable] le: `callable` used to evaluate whether
+        one object is less than or equal to another object.
+    :param Optional[callable] gt: `callable` used to evaluate whether
+        one object is greater than another object.
+    :param Optional[callable] ge: `callable` used to evaluate whether
+        one object is greater than or equal to another object.
+
+    :param bool require_same_type: When `True`, equality and ordering methods
+        will return `NotImplemented` if objects are not of the same type.
+
+    :param Optional[str] class_name: Name of class. Defaults to 'Comparable'.
+
+    See `comparison` for more details.
+
+    .. versionadded:: 21.1.0
+    """
+
+    body = {
+        "__slots__": ["value"],
+        "__init__": _make_init(),
+        "_requirements": [],
+        "_is_comparable_to": _is_comparable_to,
+    }
+
+    # Add operations.
+    num_order_functions = 0
+    has_eq_function = False
+
+    if eq is not None:
+        has_eq_function = True
+        body["__eq__"] = _make_operator("eq", eq)
+        body["__ne__"] = _make_ne()
+
+    if lt is not None:
+        num_order_functions += 1
+        body["__lt__"] = _make_operator("lt", lt)
+
+    if le is not None:
+        num_order_functions += 1
+        body["__le__"] = _make_operator("le", le)
+
+    if gt is not None:
+        num_order_functions += 1
+        body["__gt__"] = _make_operator("gt", gt)
+
+    if ge is not None:
+        num_order_functions += 1
+        body["__ge__"] = _make_operator("ge", ge)
+
+    type_ = types.new_class(
+        class_name, (object,), {}, lambda ns: ns.update(body)
+    )
+
+    # Add same type requirement.
+    if require_same_type:
+        type_._requirements.append(_check_same_type)
+
+    # Add total ordering if at least one operation was defined.
+    if 0 < num_order_functions < 4:
+        if not has_eq_function:
+            # functools.total_ordering requires __eq__ to be defined,
+            # so raise early error here to keep a nice stack.
+            raise ValueError(
+                "eq must be define is order to complete ordering from "
+                "lt, le, gt, ge."
+            )
+        type_ = functools.total_ordering(type_)
+
+    return type_
+
+
+def _make_init():
+    """
+    Create __init__ method.
+    """
+
+    def __init__(self, value):
+        """
+        Initialize object with *value*.
+        """
+        self.value = value
+
+    return __init__
+
+
+def _make_operator(name, func):
+    """
+    Create operator method.
+    """
+
+    def method(self, other):
+        if not self._is_comparable_to(other):
+            return NotImplemented
+
+        result = func(self.value, other.value)
+        if result is NotImplemented:
+            return NotImplemented
+
+        return result
+
+    method.__name__ = "__%s__" % (name,)
+    method.__doc__ = "Return a %s b.  Computed by attrs." % (
+        _operation_names[name],
+    )
+
+    return method
+
+
+def _is_comparable_to(self, other):
+    """
+    Check whether `other` is comparable to `self`.
+    """
+    for func in self._requirements:
+        if not func(self, other):
+            return False
+    return True
+
+
+def _check_same_type(self, other):
+    """
+    Return True if *self* and *other* are of the same type, False otherwise.
+    """
+    return other.value.__class__ is self.value.__class__
diff --git a/venv/lib/python3.8/site-packages/attr/_cmp.pyi b/venv/lib/python3.8/site-packages/attr/_cmp.pyi
new file mode 100644
index 0000000..35437ef
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/_cmp.pyi
@@ -0,0 +1,13 @@
+from typing import Any, Callable, Optional, Type
+
+_CompareWithType = Callable[[Any, Any], bool]
+
+def cmp_using(
+    eq: Optional[_CompareWithType],
+    lt: Optional[_CompareWithType],
+    le: Optional[_CompareWithType],
+    gt: Optional[_CompareWithType],
+    ge: Optional[_CompareWithType],
+    require_same_type: bool,
+    class_name: str,
+) -> Type: ...
diff --git a/venv/lib/python3.8/site-packages/attr/_compat.py b/venv/lib/python3.8/site-packages/attr/_compat.py
new file mode 100644
index 0000000..5826493
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/_compat.py
@@ -0,0 +1,185 @@
+# SPDX-License-Identifier: MIT
+
+
+import inspect
+import platform
+import sys
+import threading
+import types
+import warnings
+
+from collections.abc import Mapping, Sequence  # noqa
+
+
+PYPY = platform.python_implementation() == "PyPy"
+PY36 = sys.version_info[:2] >= (3, 6)
+HAS_F_STRINGS = PY36
+PY310 = sys.version_info[:2] >= (3, 10)
+
+
+if PYPY or PY36:
+    ordered_dict = dict
+else:
+    from collections import OrderedDict
+
+    ordered_dict = OrderedDict
+
+
+def just_warn(*args, **kw):
+    warnings.warn(
+        "Running interpreter doesn't sufficiently support code object "
+        "introspection.  Some features like bare super() or accessing "
+        "__class__ will not work with slotted classes.",
+        RuntimeWarning,
+        stacklevel=2,
+    )
+
+
+class _AnnotationExtractor:
+    """
+    Extract type annotations from a callable, returning None whenever there
+    is none.
+    """
+
+    __slots__ = ["sig"]
+
+    def __init__(self, callable):
+        try:
+            self.sig = inspect.signature(callable)
+        except (ValueError, TypeError):  # inspect failed
+            self.sig = None
+
+    def get_first_param_type(self):
+        """
+        Return the type annotation of the first argument if it's not empty.
+        """
+        if not self.sig:
+            return None
+
+        params = list(self.sig.parameters.values())
+        if params and params[0].annotation is not inspect.Parameter.empty:
+            return params[0].annotation
+
+        return None
+
+    def get_return_type(self):
+        """
+        Return the return type if it's not empty.
+        """
+        if (
+            self.sig
+            and self.sig.return_annotation is not inspect.Signature.empty
+        ):
+            return self.sig.return_annotation
+
+        return None
+
+
+def make_set_closure_cell():
+    """Return a function of two arguments (cell, value) which sets
+    the value stored in the closure cell `cell` to `value`.
+    """
+    # pypy makes this easy. (It also supports the logic below, but
+    # why not do the easy/fast thing?)
+    if PYPY:
+
+        def set_closure_cell(cell, value):
+            cell.__setstate__((value,))
+
+        return set_closure_cell
+
+    # Otherwise gotta do it the hard way.
+
+    # Create a function that will set its first cellvar to `value`.
+    def set_first_cellvar_to(value):
+        x = value
+        return
+
+        # This function will be eliminated as dead code, but
+        # not before its reference to `x` forces `x` to be
+        # represented as a closure cell rather than a local.
+        def force_x_to_be_a_cell():  # pragma: no cover
+            return x
+
+    try:
+        # Extract the code object and make sure our assumptions about
+        # the closure behavior are correct.
+        co = set_first_cellvar_to.__code__
+        if co.co_cellvars != ("x",) or co.co_freevars != ():
+            raise AssertionError  # pragma: no cover
+
+        # Convert this code object to a code object that sets the
+        # function's first _freevar_ (not cellvar) to the argument.
+        if sys.version_info >= (3, 8):
+
+            def set_closure_cell(cell, value):
+                cell.cell_contents = value
+
+        else:
+            args = [co.co_argcount]
+            args.append(co.co_kwonlyargcount)
+            args.extend(
+                [
+                    co.co_nlocals,
+                    co.co_stacksize,
+                    co.co_flags,
+                    co.co_code,
+                    co.co_consts,
+                    co.co_names,
+                    co.co_varnames,
+                    co.co_filename,
+                    co.co_name,
+                    co.co_firstlineno,
+                    co.co_lnotab,
+                    # These two arguments are reversed:
+                    co.co_cellvars,
+                    co.co_freevars,
+                ]
+            )
+            set_first_freevar_code = types.CodeType(*args)
+
+            def set_closure_cell(cell, value):
+                # Create a function using the set_first_freevar_code,
+                # whose first closure cell is `cell`. Calling it will
+                # change the value of that cell.
+                setter = types.FunctionType(
+                    set_first_freevar_code, {}, "setter", (), (cell,)
+                )
+                # And call it to set the cell.
+                setter(value)
+
+        # Make sure it works on this interpreter:
+        def make_func_with_cell():
+            x = None
+
+            def func():
+                return x  # pragma: no cover
+
+            return func
+
+        cell = make_func_with_cell().__closure__[0]
+        set_closure_cell(cell, 100)
+        if cell.cell_contents != 100:
+            raise AssertionError  # pragma: no cover
+
+    except Exception:
+        return just_warn
+    else:
+        return set_closure_cell
+
+
+set_closure_cell = make_set_closure_cell()
+
+# Thread-local global to track attrs instances which are already being repr'd.
+# This is needed because there is no other (thread-safe) way to pass info
+# about the instances that are already being repr'd through the call stack
+# in order to ensure we don't perform infinite recursion.
+#
+# For instance, if an instance contains a dict which contains that instance,
+# we need to know that we're already repr'ing the outside instance from within
+# the dict's repr() call.
+#
+# This lives here rather than in _make.py so that the functions in _make.py
+# don't have a direct reference to the thread-local in their globals dict.
+# If they have such a reference, it breaks cloudpickle.
+repr_context = threading.local()
diff --git a/venv/lib/python3.8/site-packages/attr/_config.py b/venv/lib/python3.8/site-packages/attr/_config.py
new file mode 100644
index 0000000..96d4200
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/_config.py
@@ -0,0 +1,31 @@
+# SPDX-License-Identifier: MIT
+
+
+__all__ = ["set_run_validators", "get_run_validators"]
+
+_run_validators = True
+
+
+def set_run_validators(run):
+    """
+    Set whether or not validators are run.  By default, they are run.
+
+    .. deprecated:: 21.3.0 It will not be removed, but it also will not be
+        moved to new ``attrs`` namespace. Use `attrs.validators.set_disabled()`
+        instead.
+    """
+    if not isinstance(run, bool):
+        raise TypeError("'run' must be bool.")
+    global _run_validators
+    _run_validators = run
+
+
+def get_run_validators():
+    """
+    Return whether or not validators are run.
+
+    .. deprecated:: 21.3.0 It will not be removed, but it also will not be
+        moved to new ``attrs`` namespace. Use `attrs.validators.get_disabled()`
+        instead.
+    """
+    return _run_validators
diff --git a/venv/lib/python3.8/site-packages/attr/_funcs.py b/venv/lib/python3.8/site-packages/attr/_funcs.py
new file mode 100644
index 0000000..a982d7c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/_funcs.py
@@ -0,0 +1,420 @@
+# SPDX-License-Identifier: MIT
+
+
+import copy
+
+from ._make import NOTHING, _obj_setattr, fields
+from .exceptions import AttrsAttributeNotFoundError
+
+
+def asdict(
+    inst,
+    recurse=True,
+    filter=None,
+    dict_factory=dict,
+    retain_collection_types=False,
+    value_serializer=None,
+):
+    """
+    Return the ``attrs`` attribute values of *inst* as a dict.
+
+    Optionally recurse into other ``attrs``-decorated classes.
+
+    :param inst: Instance of an ``attrs``-decorated class.
+    :param bool recurse: Recurse into classes that are also
+        ``attrs``-decorated.
+    :param callable filter: A callable whose return code determines whether an
+        attribute or element is included (``True``) or dropped (``False``).  Is
+        called with the `attrs.Attribute` as the first argument and the
+        value as the second argument.
+    :param callable dict_factory: A callable to produce dictionaries from.  For
+        example, to produce ordered dictionaries instead of normal Python
+        dictionaries, pass in ``collections.OrderedDict``.
+    :param bool retain_collection_types: Do not convert to ``list`` when
+        encountering an attribute whose type is ``tuple`` or ``set``.  Only
+        meaningful if ``recurse`` is ``True``.
+    :param Optional[callable] value_serializer: A hook that is called for every
+        attribute or dict key/value.  It receives the current instance, field
+        and value and must return the (updated) value.  The hook is run *after*
+        the optional *filter* has been applied.
+
+    :rtype: return type of *dict_factory*
+
+    :raise attr.exceptions.NotAnAttrsClassError: If *cls* is not an ``attrs``
+        class.
+
+    ..  versionadded:: 16.0.0 *dict_factory*
+    ..  versionadded:: 16.1.0 *retain_collection_types*
+    ..  versionadded:: 20.3.0 *value_serializer*
+    ..  versionadded:: 21.3.0 If a dict has a collection for a key, it is
+        serialized as a tuple.
+    """
+    attrs = fields(inst.__class__)
+    rv = dict_factory()
+    for a in attrs:
+        v = getattr(inst, a.name)
+        if filter is not None and not filter(a, v):
+            continue
+
+        if value_serializer is not None:
+            v = value_serializer(inst, a, v)
+
+        if recurse is True:
+            if has(v.__class__):
+                rv[a.name] = asdict(
+                    v,
+                    recurse=True,
+                    filter=filter,
+                    dict_factory=dict_factory,
+                    retain_collection_types=retain_collection_types,
+                    value_serializer=value_serializer,
+                )
+            elif isinstance(v, (tuple, list, set, frozenset)):
+                cf = v.__class__ if retain_collection_types is True else list
+                rv[a.name] = cf(
+                    [
+                        _asdict_anything(
+                            i,
+                            is_key=False,
+                            filter=filter,
+                            dict_factory=dict_factory,
+                            retain_collection_types=retain_collection_types,
+                            value_serializer=value_serializer,
+                        )
+                        for i in v
+                    ]
+                )
+            elif isinstance(v, dict):
+                df = dict_factory
+                rv[a.name] = df(
+                    (
+                        _asdict_anything(
+                            kk,
+                            is_key=True,
+                            filter=filter,
+                            dict_factory=df,
+                            retain_collection_types=retain_collection_types,
+                            value_serializer=value_serializer,
+                        ),
+                        _asdict_anything(
+                            vv,
+                            is_key=False,
+                            filter=filter,
+                            dict_factory=df,
+                            retain_collection_types=retain_collection_types,
+                            value_serializer=value_serializer,
+                        ),
+                    )
+                    for kk, vv in v.items()
+                )
+            else:
+                rv[a.name] = v
+        else:
+            rv[a.name] = v
+    return rv
+
+
+def _asdict_anything(
+    val,
+    is_key,
+    filter,
+    dict_factory,
+    retain_collection_types,
+    value_serializer,
+):
+    """
+    ``asdict`` only works on attrs instances, this works on anything.
+    """
+    if getattr(val.__class__, "__attrs_attrs__", None) is not None:
+        # Attrs class.
+        rv = asdict(
+            val,
+            recurse=True,
+            filter=filter,
+            dict_factory=dict_factory,
+            retain_collection_types=retain_collection_types,
+            value_serializer=value_serializer,
+        )
+    elif isinstance(val, (tuple, list, set, frozenset)):
+        if retain_collection_types is True:
+            cf = val.__class__
+        elif is_key:
+            cf = tuple
+        else:
+            cf = list
+
+        rv = cf(
+            [
+                _asdict_anything(
+                    i,
+                    is_key=False,
+                    filter=filter,
+                    dict_factory=dict_factory,
+                    retain_collection_types=retain_collection_types,
+                    value_serializer=value_serializer,
+                )
+                for i in val
+            ]
+        )
+    elif isinstance(val, dict):
+        df = dict_factory
+        rv = df(
+            (
+                _asdict_anything(
+                    kk,
+                    is_key=True,
+                    filter=filter,
+                    dict_factory=df,
+                    retain_collection_types=retain_collection_types,
+                    value_serializer=value_serializer,
+                ),
+                _asdict_anything(
+                    vv,
+                    is_key=False,
+                    filter=filter,
+                    dict_factory=df,
+                    retain_collection_types=retain_collection_types,
+                    value_serializer=value_serializer,
+                ),
+            )
+            for kk, vv in val.items()
+        )
+    else:
+        rv = val
+        if value_serializer is not None:
+            rv = value_serializer(None, None, rv)
+
+    return rv
+
+
+def astuple(
+    inst,
+    recurse=True,
+    filter=None,
+    tuple_factory=tuple,
+    retain_collection_types=False,
+):
+    """
+    Return the ``attrs`` attribute values of *inst* as a tuple.
+
+    Optionally recurse into other ``attrs``-decorated classes.
+
+    :param inst: Instance of an ``attrs``-decorated class.
+    :param bool recurse: Recurse into classes that are also
+        ``attrs``-decorated.
+    :param callable filter: A callable whose return code determines whether an
+        attribute or element is included (``True``) or dropped (``False``).  Is
+        called with the `attrs.Attribute` as the first argument and the
+        value as the second argument.
+    :param callable tuple_factory: A callable to produce tuples from.  For
+        example, to produce lists instead of tuples.
+    :param bool retain_collection_types: Do not convert to ``list``
+        or ``dict`` when encountering an attribute which type is
+        ``tuple``, ``dict`` or ``set``.  Only meaningful if ``recurse`` is
+        ``True``.
+
+    :rtype: return type of *tuple_factory*
+
+    :raise attr.exceptions.NotAnAttrsClassError: If *cls* is not an ``attrs``
+        class.
+
+    ..  versionadded:: 16.2.0
+    """
+    attrs = fields(inst.__class__)
+    rv = []
+    retain = retain_collection_types  # Very long. :/
+    for a in attrs:
+        v = getattr(inst, a.name)
+        if filter is not None and not filter(a, v):
+            continue
+        if recurse is True:
+            if has(v.__class__):
+                rv.append(
+                    astuple(
+                        v,
+                        recurse=True,
+                        filter=filter,
+                        tuple_factory=tuple_factory,
+                        retain_collection_types=retain,
+                    )
+                )
+            elif isinstance(v, (tuple, list, set, frozenset)):
+                cf = v.__class__ if retain is True else list
+                rv.append(
+                    cf(
+                        [
+                            astuple(
+                                j,
+                                recurse=True,
+                                filter=filter,
+                                tuple_factory=tuple_factory,
+                                retain_collection_types=retain,
+                            )
+                            if has(j.__class__)
+                            else j
+                            for j in v
+                        ]
+                    )
+                )
+            elif isinstance(v, dict):
+                df = v.__class__ if retain is True else dict
+                rv.append(
+                    df(
+                        (
+                            astuple(
+                                kk,
+                                tuple_factory=tuple_factory,
+                                retain_collection_types=retain,
+                            )
+                            if has(kk.__class__)
+                            else kk,
+                            astuple(
+                                vv,
+                                tuple_factory=tuple_factory,
+                                retain_collection_types=retain,
+                            )
+                            if has(vv.__class__)
+                            else vv,
+                        )
+                        for kk, vv in v.items()
+                    )
+                )
+            else:
+                rv.append(v)
+        else:
+            rv.append(v)
+
+    return rv if tuple_factory is list else tuple_factory(rv)
+
+
+def has(cls):
+    """
+    Check whether *cls* is a class with ``attrs`` attributes.
+
+    :param type cls: Class to introspect.
+    :raise TypeError: If *cls* is not a class.
+
+    :rtype: bool
+    """
+    return getattr(cls, "__attrs_attrs__", None) is not None
+
+
+def assoc(inst, **changes):
+    """
+    Copy *inst* and apply *changes*.
+
+    :param inst: Instance of a class with ``attrs`` attributes.
+    :param changes: Keyword changes in the new copy.
+
+    :return: A copy of inst with *changes* incorporated.
+
+    :raise attr.exceptions.AttrsAttributeNotFoundError: If *attr_name* couldn't
+        be found on *cls*.
+    :raise attr.exceptions.NotAnAttrsClassError: If *cls* is not an ``attrs``
+        class.
+
+    ..  deprecated:: 17.1.0
+        Use `attrs.evolve` instead if you can.
+        This function will not be removed du to the slightly different approach
+        compared to `attrs.evolve`.
+    """
+    import warnings
+
+    warnings.warn(
+        "assoc is deprecated and will be removed after 2018/01.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+    new = copy.copy(inst)
+    attrs = fields(inst.__class__)
+    for k, v in changes.items():
+        a = getattr(attrs, k, NOTHING)
+        if a is NOTHING:
+            raise AttrsAttributeNotFoundError(
+                "{k} is not an attrs attribute on {cl}.".format(
+                    k=k, cl=new.__class__
+                )
+            )
+        _obj_setattr(new, k, v)
+    return new
+
+
+def evolve(inst, **changes):
+    """
+    Create a new instance, based on *inst* with *changes* applied.
+
+    :param inst: Instance of a class with ``attrs`` attributes.
+    :param changes: Keyword changes in the new copy.
+
+    :return: A copy of inst with *changes* incorporated.
+
+    :raise TypeError: If *attr_name* couldn't be found in the class
+        ``__init__``.
+    :raise attr.exceptions.NotAnAttrsClassError: If *cls* is not an ``attrs``
+        class.
+
+    ..  versionadded:: 17.1.0
+    """
+    cls = inst.__class__
+    attrs = fields(cls)
+    for a in attrs:
+        if not a.init:
+            continue
+        attr_name = a.name  # To deal with private attributes.
+        init_name = attr_name if attr_name[0] != "_" else attr_name[1:]
+        if init_name not in changes:
+            changes[init_name] = getattr(inst, attr_name)
+
+    return cls(**changes)
+
+
+def resolve_types(cls, globalns=None, localns=None, attribs=None):
+    """
+    Resolve any strings and forward annotations in type annotations.
+
+    This is only required if you need concrete types in `Attribute`'s *type*
+    field. In other words, you don't need to resolve your types if you only
+    use them for static type checking.
+
+    With no arguments, names will be looked up in the module in which the class
+    was created. If this is not what you want, e.g. if the name only exists
+    inside a method, you may pass *globalns* or *localns* to specify other
+    dictionaries in which to look up these names. See the docs of
+    `typing.get_type_hints` for more details.
+
+    :param type cls: Class to resolve.
+    :param Optional[dict] globalns: Dictionary containing global variables.
+    :param Optional[dict] localns: Dictionary containing local variables.
+    :param Optional[list] attribs: List of attribs for the given class.
+        This is necessary when calling from inside a ``field_transformer``
+        since *cls* is not an ``attrs`` class yet.
+
+    :raise TypeError: If *cls* is not a class.
+    :raise attr.exceptions.NotAnAttrsClassError: If *cls* is not an ``attrs``
+        class and you didn't pass any attribs.
+    :raise NameError: If types cannot be resolved because of missing variables.
+
+    :returns: *cls* so you can use this function also as a class decorator.
+        Please note that you have to apply it **after** `attrs.define`. That
+        means the decorator has to come in the line **before** `attrs.define`.
+
+    ..  versionadded:: 20.1.0
+    ..  versionadded:: 21.1.0 *attribs*
+
+    """
+    # Since calling get_type_hints is expensive we cache whether we've
+    # done it already.
+    if getattr(cls, "__attrs_types_resolved__", None) != cls:
+        import typing
+
+        hints = typing.get_type_hints(cls, globalns=globalns, localns=localns)
+        for field in fields(cls) if attribs is None else attribs:
+            if field.name in hints:
+                # Since fields have been frozen we must work around it.
+                _obj_setattr(field, "type", hints[field.name])
+        # We store the class we resolved so that subclasses know they haven't
+        # been resolved.
+        cls.__attrs_types_resolved__ = cls
+
+    # Return the class so you can use it as a decorator too.
+    return cls
diff --git a/venv/lib/python3.8/site-packages/attr/_make.py b/venv/lib/python3.8/site-packages/attr/_make.py
new file mode 100644
index 0000000..4d1afe3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/_make.py
@@ -0,0 +1,3006 @@
+# SPDX-License-Identifier: MIT
+
+import copy
+import linecache
+import sys
+import types
+import typing
+
+from operator import itemgetter
+
+# We need to import _compat itself in addition to the _compat members to avoid
+# having the thread-local in the globals here.
+from . import _compat, _config, setters
+from ._compat import (
+    HAS_F_STRINGS,
+    PY310,
+    PYPY,
+    _AnnotationExtractor,
+    ordered_dict,
+    set_closure_cell,
+)
+from .exceptions import (
+    DefaultAlreadySetError,
+    FrozenInstanceError,
+    NotAnAttrsClassError,
+    UnannotatedAttributeError,
+)
+
+
+# This is used at least twice, so cache it here.
+_obj_setattr = object.__setattr__
+_init_converter_pat = "__attr_converter_%s"
+_init_factory_pat = "__attr_factory_{}"
+_tuple_property_pat = (
+    "    {attr_name} = _attrs_property(_attrs_itemgetter({index}))"
+)
+_classvar_prefixes = (
+    "typing.ClassVar",
+    "t.ClassVar",
+    "ClassVar",
+    "typing_extensions.ClassVar",
+)
+# we don't use a double-underscore prefix because that triggers
+# name mangling when trying to create a slot for the field
+# (when slots=True)
+_hash_cache_field = "_attrs_cached_hash"
+
+_empty_metadata_singleton = types.MappingProxyType({})
+
+# Unique object for unequivocal getattr() defaults.
+_sentinel = object()
+
+_ng_default_on_setattr = setters.pipe(setters.convert, setters.validate)
+
+
+class _Nothing:
+    """
+    Sentinel class to indicate the lack of a value when ``None`` is ambiguous.
+
+    ``_Nothing`` is a singleton. There is only ever one of it.
+
+    .. versionchanged:: 21.1.0 ``bool(NOTHING)`` is now False.
+    """
+
+    _singleton = None
+
+    def __new__(cls):
+        if _Nothing._singleton is None:
+            _Nothing._singleton = super().__new__(cls)
+        return _Nothing._singleton
+
+    def __repr__(self):
+        return "NOTHING"
+
+    def __bool__(self):
+        return False
+
+
+NOTHING = _Nothing()
+"""
+Sentinel to indicate the lack of a value when ``None`` is ambiguous.
+"""
+
+
+class _CacheHashWrapper(int):
+    """
+    An integer subclass that pickles / copies as None
+
+    This is used for non-slots classes with ``cache_hash=True``, to avoid
+    serializing a potentially (even likely) invalid hash value. Since ``None``
+    is the default value for uncalculated hashes, whenever this is copied,
+    the copy's value for the hash should automatically reset.
+
+    See GH #613 for more details.
+    """
+
+    def __reduce__(self, _none_constructor=type(None), _args=()):
+        return _none_constructor, _args
+
+
+def attrib(
+    default=NOTHING,
+    validator=None,
+    repr=True,
+    cmp=None,
+    hash=None,
+    init=True,
+    metadata=None,
+    type=None,
+    converter=None,
+    factory=None,
+    kw_only=False,
+    eq=None,
+    order=None,
+    on_setattr=None,
+):
+    """
+    Create a new attribute on a class.
+
+    ..  warning::
+
+        Does *not* do anything unless the class is also decorated with
+        `attr.s`!
+
+    :param default: A value that is used if an ``attrs``-generated ``__init__``
+        is used and no value is passed while instantiating or the attribute is
+        excluded using ``init=False``.
+
+        If the value is an instance of `attrs.Factory`, its callable will be
+        used to construct a new value (useful for mutable data types like lists
+        or dicts).
+
+        If a default is not set (or set manually to `attrs.NOTHING`), a value
+        *must* be supplied when instantiating; otherwise a `TypeError`
+        will be raised.
+
+        The default can also be set using decorator notation as shown below.
+
+    :type default: Any value
+
+    :param callable factory: Syntactic sugar for
+        ``default=attr.Factory(factory)``.
+
+    :param validator: `callable` that is called by ``attrs``-generated
+        ``__init__`` methods after the instance has been initialized.  They
+        receive the initialized instance, the :func:`~attrs.Attribute`, and the
+        passed value.
+
+        The return value is *not* inspected so the validator has to throw an
+        exception itself.
+
+        If a `list` is passed, its items are treated as validators and must
+        all pass.
+
+        Validators can be globally disabled and re-enabled using
+        `get_run_validators`.
+
+        The validator can also be set using decorator notation as shown below.
+
+    :type validator: `callable` or a `list` of `callable`\\ s.
+
+    :param repr: Include this attribute in the generated ``__repr__``
+        method. If ``True``, include the attribute; if ``False``, omit it. By
+        default, the built-in ``repr()`` function is used. To override how the
+        attribute value is formatted, pass a ``callable`` that takes a single
+        value and returns a string. Note that the resulting string is used
+        as-is, i.e. it will be used directly *instead* of calling ``repr()``
+        (the default).
+    :type repr: a `bool` or a `callable` to use a custom function.
+
+    :param eq: If ``True`` (default), include this attribute in the
+        generated ``__eq__`` and ``__ne__`` methods that check two instances
+        for equality. To override how the attribute value is compared,
+        pass a ``callable`` that takes a single value and returns the value
+        to be compared.
+    :type eq: a `bool` or a `callable`.
+
+    :param order: If ``True`` (default), include this attributes in the
+        generated ``__lt__``, ``__le__``, ``__gt__`` and ``__ge__`` methods.
+        To override how the attribute value is ordered,
+        pass a ``callable`` that takes a single value and returns the value
+        to be ordered.
+    :type order: a `bool` or a `callable`.
+
+    :param cmp: Setting *cmp* is equivalent to setting *eq* and *order* to the
+        same value. Must not be mixed with *eq* or *order*.
+    :type cmp: a `bool` or a `callable`.
+
+    :param Optional[bool] hash: Include this attribute in the generated
+        ``__hash__`` method.  If ``None`` (default), mirror *eq*'s value.  This
+        is the correct behavior according the Python spec.  Setting this value
+        to anything else than ``None`` is *discouraged*.
+    :param bool init: Include this attribute in the generated ``__init__``
+        method.  It is possible to set this to ``False`` and set a default
+        value.  In that case this attributed is unconditionally initialized
+        with the specified default value or factory.
+    :param callable converter: `callable` that is called by
+        ``attrs``-generated ``__init__`` methods to convert attribute's value
+        to the desired format.  It is given the passed-in value, and the
+        returned value will be used as the new value of the attribute.  The
+        value is converted before being passed to the validator, if any.
+    :param metadata: An arbitrary mapping, to be used by third-party
+        components.  See `extending_metadata`.
+    :param type: The type of the attribute.  In Python 3.6 or greater, the
+        preferred method to specify the type is using a variable annotation
+        (see :pep:`526`).
+        This argument is provided for backward compatibility.
+        Regardless of the approach used, the type will be stored on
+        ``Attribute.type``.
+
+        Please note that ``attrs`` doesn't do anything with this metadata by
+        itself. You can use it as part of your own code or for
+        `static type checking <types>`.
+    :param kw_only: Make this attribute keyword-only (Python 3+)
+        in the generated ``__init__`` (if ``init`` is ``False``, this
+        parameter is ignored).
+    :param on_setattr: Allows to overwrite the *on_setattr* setting from
+        `attr.s`. If left `None`, the *on_setattr* value from `attr.s` is used.
+        Set to `attrs.setters.NO_OP` to run **no** `setattr` hooks for this
+        attribute -- regardless of the setting in `attr.s`.
+    :type on_setattr: `callable`, or a list of callables, or `None`, or
+        `attrs.setters.NO_OP`
+
+    .. versionadded:: 15.2.0 *convert*
+    .. versionadded:: 16.3.0 *metadata*
+    .. versionchanged:: 17.1.0 *validator* can be a ``list`` now.
+    .. versionchanged:: 17.1.0
+       *hash* is ``None`` and therefore mirrors *eq* by default.
+    .. versionadded:: 17.3.0 *type*
+    .. deprecated:: 17.4.0 *convert*
+    .. versionadded:: 17.4.0 *converter* as a replacement for the deprecated
+       *convert* to achieve consistency with other noun-based arguments.
+    .. versionadded:: 18.1.0
+       ``factory=f`` is syntactic sugar for ``default=attr.Factory(f)``.
+    .. versionadded:: 18.2.0 *kw_only*
+    .. versionchanged:: 19.2.0 *convert* keyword argument removed.
+    .. versionchanged:: 19.2.0 *repr* also accepts a custom callable.
+    .. deprecated:: 19.2.0 *cmp* Removal on or after 2021-06-01.
+    .. versionadded:: 19.2.0 *eq* and *order*
+    .. versionadded:: 20.1.0 *on_setattr*
+    .. versionchanged:: 20.3.0 *kw_only* backported to Python 2
+    .. versionchanged:: 21.1.0
+       *eq*, *order*, and *cmp* also accept a custom callable
+    .. versionchanged:: 21.1.0 *cmp* undeprecated
+    """
+    eq, eq_key, order, order_key = _determine_attrib_eq_order(
+        cmp, eq, order, True
+    )
+
+    if hash is not None and hash is not True and hash is not False:
+        raise TypeError(
+            "Invalid value for hash.  Must be True, False, or None."
+        )
+
+    if factory is not None:
+        if default is not NOTHING:
+            raise ValueError(
+                "The `default` and `factory` arguments are mutually "
+                "exclusive."
+            )
+        if not callable(factory):
+            raise ValueError("The `factory` argument must be a callable.")
+        default = Factory(factory)
+
+    if metadata is None:
+        metadata = {}
+
+    # Apply syntactic sugar by auto-wrapping.
+    if isinstance(on_setattr, (list, tuple)):
+        on_setattr = setters.pipe(*on_setattr)
+
+    if validator and isinstance(validator, (list, tuple)):
+        validator = and_(*validator)
+
+    if converter and isinstance(converter, (list, tuple)):
+        converter = pipe(*converter)
+
+    return _CountingAttr(
+        default=default,
+        validator=validator,
+        repr=repr,
+        cmp=None,
+        hash=hash,
+        init=init,
+        converter=converter,
+        metadata=metadata,
+        type=type,
+        kw_only=kw_only,
+        eq=eq,
+        eq_key=eq_key,
+        order=order,
+        order_key=order_key,
+        on_setattr=on_setattr,
+    )
+
+
+def _compile_and_eval(script, globs, locs=None, filename=""):
+    """
+    "Exec" the script with the given global (globs) and local (locs) variables.
+    """
+    bytecode = compile(script, filename, "exec")
+    eval(bytecode, globs, locs)
+
+
+def _make_method(name, script, filename, globs):
+    """
+    Create the method with the script given and return the method object.
+    """
+    locs = {}
+
+    # In order of debuggers like PDB being able to step through the code,
+    # we add a fake linecache entry.
+    count = 1
+    base_filename = filename
+    while True:
+        linecache_tuple = (
+            len(script),
+            None,
+            script.splitlines(True),
+            filename,
+        )
+        old_val = linecache.cache.setdefault(filename, linecache_tuple)
+        if old_val == linecache_tuple:
+            break
+        else:
+            filename = "{}-{}>".format(base_filename[:-1], count)
+            count += 1
+
+    _compile_and_eval(script, globs, locs, filename)
+
+    return locs[name]
+
+
+def _make_attr_tuple_class(cls_name, attr_names):
+    """
+    Create a tuple subclass to hold `Attribute`s for an `attrs` class.
+
+    The subclass is a bare tuple with properties for names.
+
+    class MyClassAttributes(tuple):
+        __slots__ = ()
+        x = property(itemgetter(0))
+    """
+    attr_class_name = "{}Attributes".format(cls_name)
+    attr_class_template = [
+        "class {}(tuple):".format(attr_class_name),
+        "    __slots__ = ()",
+    ]
+    if attr_names:
+        for i, attr_name in enumerate(attr_names):
+            attr_class_template.append(
+                _tuple_property_pat.format(index=i, attr_name=attr_name)
+            )
+    else:
+        attr_class_template.append("    pass")
+    globs = {"_attrs_itemgetter": itemgetter, "_attrs_property": property}
+    _compile_and_eval("\n".join(attr_class_template), globs)
+    return globs[attr_class_name]
+
+
+# Tuple class for extracted attributes from a class definition.
+# `base_attrs` is a subset of `attrs`.
+_Attributes = _make_attr_tuple_class(
+    "_Attributes",
+    [
+        # all attributes to build dunder methods for
+        "attrs",
+        # attributes that have been inherited
+        "base_attrs",
+        # map inherited attributes to their originating classes
+        "base_attrs_map",
+    ],
+)
+
+
+def _is_class_var(annot):
+    """
+    Check whether *annot* is a typing.ClassVar.
+
+    The string comparison hack is used to avoid evaluating all string
+    annotations which would put attrs-based classes at a performance
+    disadvantage compared to plain old classes.
+    """
+    annot = str(annot)
+
+    # Annotation can be quoted.
+    if annot.startswith(("'", '"')) and annot.endswith(("'", '"')):
+        annot = annot[1:-1]
+
+    return annot.startswith(_classvar_prefixes)
+
+
+def _has_own_attribute(cls, attrib_name):
+    """
+    Check whether *cls* defines *attrib_name* (and doesn't just inherit it).
+
+    Requires Python 3.
+    """
+    attr = getattr(cls, attrib_name, _sentinel)
+    if attr is _sentinel:
+        return False
+
+    for base_cls in cls.__mro__[1:]:
+        a = getattr(base_cls, attrib_name, None)
+        if attr is a:
+            return False
+
+    return True
+
+
+def _get_annotations(cls):
+    """
+    Get annotations for *cls*.
+    """
+    if _has_own_attribute(cls, "__annotations__"):
+        return cls.__annotations__
+
+    return {}
+
+
+def _counter_getter(e):
+    """
+    Key function for sorting to avoid re-creating a lambda for every class.
+    """
+    return e[1].counter
+
+
+def _collect_base_attrs(cls, taken_attr_names):
+    """
+    Collect attr.ibs from base classes of *cls*, except *taken_attr_names*.
+    """
+    base_attrs = []
+    base_attr_map = {}  # A dictionary of base attrs to their classes.
+
+    # Traverse the MRO and collect attributes.
+    for base_cls in reversed(cls.__mro__[1:-1]):
+        for a in getattr(base_cls, "__attrs_attrs__", []):
+            if a.inherited or a.name in taken_attr_names:
+                continue
+
+            a = a.evolve(inherited=True)
+            base_attrs.append(a)
+            base_attr_map[a.name] = base_cls
+
+    # For each name, only keep the freshest definition i.e. the furthest at the
+    # back.  base_attr_map is fine because it gets overwritten with every new
+    # instance.
+    filtered = []
+    seen = set()
+    for a in reversed(base_attrs):
+        if a.name in seen:
+            continue
+        filtered.insert(0, a)
+        seen.add(a.name)
+
+    return filtered, base_attr_map
+
+
+def _collect_base_attrs_broken(cls, taken_attr_names):
+    """
+    Collect attr.ibs from base classes of *cls*, except *taken_attr_names*.
+
+    N.B. *taken_attr_names* will be mutated.
+
+    Adhere to the old incorrect behavior.
+
+    Notably it collects from the front and considers inherited attributes which
+    leads to the buggy behavior reported in #428.
+    """
+    base_attrs = []
+    base_attr_map = {}  # A dictionary of base attrs to their classes.
+
+    # Traverse the MRO and collect attributes.
+    for base_cls in cls.__mro__[1:-1]:
+        for a in getattr(base_cls, "__attrs_attrs__", []):
+            if a.name in taken_attr_names:
+                continue
+
+            a = a.evolve(inherited=True)
+            taken_attr_names.add(a.name)
+            base_attrs.append(a)
+            base_attr_map[a.name] = base_cls
+
+    return base_attrs, base_attr_map
+
+
+def _transform_attrs(
+    cls, these, auto_attribs, kw_only, collect_by_mro, field_transformer
+):
+    """
+    Transform all `_CountingAttr`s on a class into `Attribute`s.
+
+    If *these* is passed, use that and don't look for them on the class.
+
+    *collect_by_mro* is True, collect them in the correct MRO order, otherwise
+    use the old -- incorrect -- order.  See #428.
+
+    Return an `_Attributes`.
+    """
+    cd = cls.__dict__
+    anns = _get_annotations(cls)
+
+    if these is not None:
+        ca_list = [(name, ca) for name, ca in these.items()]
+
+        if not isinstance(these, ordered_dict):
+            ca_list.sort(key=_counter_getter)
+    elif auto_attribs is True:
+        ca_names = {
+            name
+            for name, attr in cd.items()
+            if isinstance(attr, _CountingAttr)
+        }
+        ca_list = []
+        annot_names = set()
+        for attr_name, type in anns.items():
+            if _is_class_var(type):
+                continue
+            annot_names.add(attr_name)
+            a = cd.get(attr_name, NOTHING)
+
+            if not isinstance(a, _CountingAttr):
+                if a is NOTHING:
+                    a = attrib()
+                else:
+                    a = attrib(default=a)
+            ca_list.append((attr_name, a))
+
+        unannotated = ca_names - annot_names
+        if len(unannotated) > 0:
+            raise UnannotatedAttributeError(
+                "The following `attr.ib`s lack a type annotation: "
+                + ", ".join(
+                    sorted(unannotated, key=lambda n: cd.get(n).counter)
+                )
+                + "."
+            )
+    else:
+        ca_list = sorted(
+            (
+                (name, attr)
+                for name, attr in cd.items()
+                if isinstance(attr, _CountingAttr)
+            ),
+            key=lambda e: e[1].counter,
+        )
+
+    own_attrs = [
+        Attribute.from_counting_attr(
+            name=attr_name, ca=ca, type=anns.get(attr_name)
+        )
+        for attr_name, ca in ca_list
+    ]
+
+    if collect_by_mro:
+        base_attrs, base_attr_map = _collect_base_attrs(
+            cls, {a.name for a in own_attrs}
+        )
+    else:
+        base_attrs, base_attr_map = _collect_base_attrs_broken(
+            cls, {a.name for a in own_attrs}
+        )
+
+    if kw_only:
+        own_attrs = [a.evolve(kw_only=True) for a in own_attrs]
+        base_attrs = [a.evolve(kw_only=True) for a in base_attrs]
+
+    attrs = base_attrs + own_attrs
+
+    # Mandatory vs non-mandatory attr order only matters when they are part of
+    # the __init__ signature and when they aren't kw_only (which are moved to
+    # the end and can be mandatory or non-mandatory in any order, as they will
+    # be specified as keyword args anyway). Check the order of those attrs:
+    had_default = False
+    for a in (a for a in attrs if a.init is not False and a.kw_only is False):
+        if had_default is True and a.default is NOTHING:
+            raise ValueError(
+                "No mandatory attributes allowed after an attribute with a "
+                "default value or factory.  Attribute in question: %r" % (a,)
+            )
+
+        if had_default is False and a.default is not NOTHING:
+            had_default = True
+
+    if field_transformer is not None:
+        attrs = field_transformer(cls, attrs)
+
+    # Create AttrsClass *after* applying the field_transformer since it may
+    # add or remove attributes!
+    attr_names = [a.name for a in attrs]
+    AttrsClass = _make_attr_tuple_class(cls.__name__, attr_names)
+
+    return _Attributes((AttrsClass(attrs), base_attrs, base_attr_map))
+
+
+if PYPY:
+
+    def _frozen_setattrs(self, name, value):
+        """
+        Attached to frozen classes as __setattr__.
+        """
+        if isinstance(self, BaseException) and name in (
+            "__cause__",
+            "__context__",
+        ):
+            BaseException.__setattr__(self, name, value)
+            return
+
+        raise FrozenInstanceError()
+
+else:
+
+    def _frozen_setattrs(self, name, value):
+        """
+        Attached to frozen classes as __setattr__.
+        """
+        raise FrozenInstanceError()
+
+
+def _frozen_delattrs(self, name):
+    """
+    Attached to frozen classes as __delattr__.
+    """
+    raise FrozenInstanceError()
+
+
+class _ClassBuilder:
+    """
+    Iteratively build *one* class.
+    """
+
+    __slots__ = (
+        "_attr_names",
+        "_attrs",
+        "_base_attr_map",
+        "_base_names",
+        "_cache_hash",
+        "_cls",
+        "_cls_dict",
+        "_delete_attribs",
+        "_frozen",
+        "_has_pre_init",
+        "_has_post_init",
+        "_is_exc",
+        "_on_setattr",
+        "_slots",
+        "_weakref_slot",
+        "_wrote_own_setattr",
+        "_has_custom_setattr",
+    )
+
+    def __init__(
+        self,
+        cls,
+        these,
+        slots,
+        frozen,
+        weakref_slot,
+        getstate_setstate,
+        auto_attribs,
+        kw_only,
+        cache_hash,
+        is_exc,
+        collect_by_mro,
+        on_setattr,
+        has_custom_setattr,
+        field_transformer,
+    ):
+        attrs, base_attrs, base_map = _transform_attrs(
+            cls,
+            these,
+            auto_attribs,
+            kw_only,
+            collect_by_mro,
+            field_transformer,
+        )
+
+        self._cls = cls
+        self._cls_dict = dict(cls.__dict__) if slots else {}
+        self._attrs = attrs
+        self._base_names = {a.name for a in base_attrs}
+        self._base_attr_map = base_map
+        self._attr_names = tuple(a.name for a in attrs)
+        self._slots = slots
+        self._frozen = frozen
+        self._weakref_slot = weakref_slot
+        self._cache_hash = cache_hash
+        self._has_pre_init = bool(getattr(cls, "__attrs_pre_init__", False))
+        self._has_post_init = bool(getattr(cls, "__attrs_post_init__", False))
+        self._delete_attribs = not bool(these)
+        self._is_exc = is_exc
+        self._on_setattr = on_setattr
+
+        self._has_custom_setattr = has_custom_setattr
+        self._wrote_own_setattr = False
+
+        self._cls_dict["__attrs_attrs__"] = self._attrs
+
+        if frozen:
+            self._cls_dict["__setattr__"] = _frozen_setattrs
+            self._cls_dict["__delattr__"] = _frozen_delattrs
+
+            self._wrote_own_setattr = True
+        elif on_setattr in (
+            _ng_default_on_setattr,
+            setters.validate,
+            setters.convert,
+        ):
+            has_validator = has_converter = False
+            for a in attrs:
+                if a.validator is not None:
+                    has_validator = True
+                if a.converter is not None:
+                    has_converter = True
+
+                if has_validator and has_converter:
+                    break
+            if (
+                (
+                    on_setattr == _ng_default_on_setattr
+                    and not (has_validator or has_converter)
+                )
+                or (on_setattr == setters.validate and not has_validator)
+                or (on_setattr == setters.convert and not has_converter)
+            ):
+                # If class-level on_setattr is set to convert + validate, but
+                # there's no field to convert or validate, pretend like there's
+                # no on_setattr.
+                self._on_setattr = None
+
+        if getstate_setstate:
+            (
+                self._cls_dict["__getstate__"],
+                self._cls_dict["__setstate__"],
+            ) = self._make_getstate_setstate()
+
+    def __repr__(self):
+        return "<_ClassBuilder(cls={cls})>".format(cls=self._cls.__name__)
+
+    def build_class(self):
+        """
+        Finalize class based on the accumulated configuration.
+
+        Builder cannot be used after calling this method.
+        """
+        if self._slots is True:
+            return self._create_slots_class()
+        else:
+            return self._patch_original_class()
+
+    def _patch_original_class(self):
+        """
+        Apply accumulated methods and return the class.
+        """
+        cls = self._cls
+        base_names = self._base_names
+
+        # Clean class of attribute definitions (`attr.ib()`s).
+        if self._delete_attribs:
+            for name in self._attr_names:
+                if (
+                    name not in base_names
+                    and getattr(cls, name, _sentinel) is not _sentinel
+                ):
+                    try:
+                        delattr(cls, name)
+                    except AttributeError:
+                        # This can happen if a base class defines a class
+                        # variable and we want to set an attribute with the
+                        # same name by using only a type annotation.
+                        pass
+
+        # Attach our dunder methods.
+        for name, value in self._cls_dict.items():
+            setattr(cls, name, value)
+
+        # If we've inherited an attrs __setattr__ and don't write our own,
+        # reset it to object's.
+        if not self._wrote_own_setattr and getattr(
+            cls, "__attrs_own_setattr__", False
+        ):
+            cls.__attrs_own_setattr__ = False
+
+            if not self._has_custom_setattr:
+                cls.__setattr__ = _obj_setattr
+
+        return cls
+
+    def _create_slots_class(self):
+        """
+        Build and return a new class with a `__slots__` attribute.
+        """
+        cd = {
+            k: v
+            for k, v in self._cls_dict.items()
+            if k not in tuple(self._attr_names) + ("__dict__", "__weakref__")
+        }
+
+        # If our class doesn't have its own implementation of __setattr__
+        # (either from the user or by us), check the bases, if one of them has
+        # an attrs-made __setattr__, that needs to be reset. We don't walk the
+        # MRO because we only care about our immediate base classes.
+        # XXX: This can be confused by subclassing a slotted attrs class with
+        # XXX: a non-attrs class and subclass the resulting class with an attrs
+        # XXX: class.  See `test_slotted_confused` for details.  For now that's
+        # XXX: OK with us.
+        if not self._wrote_own_setattr:
+            cd["__attrs_own_setattr__"] = False
+
+            if not self._has_custom_setattr:
+                for base_cls in self._cls.__bases__:
+                    if base_cls.__dict__.get("__attrs_own_setattr__", False):
+                        cd["__setattr__"] = _obj_setattr
+                        break
+
+        # Traverse the MRO to collect existing slots
+        # and check for an existing __weakref__.
+        existing_slots = dict()
+        weakref_inherited = False
+        for base_cls in self._cls.__mro__[1:-1]:
+            if base_cls.__dict__.get("__weakref__", None) is not None:
+                weakref_inherited = True
+            existing_slots.update(
+                {
+                    name: getattr(base_cls, name)
+                    for name in getattr(base_cls, "__slots__", [])
+                }
+            )
+
+        base_names = set(self._base_names)
+
+        names = self._attr_names
+        if (
+            self._weakref_slot
+            and "__weakref__" not in getattr(self._cls, "__slots__", ())
+            and "__weakref__" not in names
+            and not weakref_inherited
+        ):
+            names += ("__weakref__",)
+
+        # We only add the names of attributes that aren't inherited.
+        # Setting __slots__ to inherited attributes wastes memory.
+        slot_names = [name for name in names if name not in base_names]
+        # There are slots for attributes from current class
+        # that are defined in parent classes.
+        # As their descriptors may be overridden by a child class,
+        # we collect them here and update the class dict
+        reused_slots = {
+            slot: slot_descriptor
+            for slot, slot_descriptor in existing_slots.items()
+            if slot in slot_names
+        }
+        slot_names = [name for name in slot_names if name not in reused_slots]
+        cd.update(reused_slots)
+        if self._cache_hash:
+            slot_names.append(_hash_cache_field)
+        cd["__slots__"] = tuple(slot_names)
+
+        cd["__qualname__"] = self._cls.__qualname__
+
+        # Create new class based on old class and our methods.
+        cls = type(self._cls)(self._cls.__name__, self._cls.__bases__, cd)
+
+        # The following is a fix for
+        # <https://github.com/python-attrs/attrs/issues/102>.  On Python 3,
+        # if a method mentions `__class__` or uses the no-arg super(), the
+        # compiler will bake a reference to the class in the method itself
+        # as `method.__closure__`.  Since we replace the class with a
+        # clone, we rewrite these references so it keeps working.
+        for item in cls.__dict__.values():
+            if isinstance(item, (classmethod, staticmethod)):
+                # Class- and staticmethods hide their functions inside.
+                # These might need to be rewritten as well.
+                closure_cells = getattr(item.__func__, "__closure__", None)
+            elif isinstance(item, property):
+                # Workaround for property `super()` shortcut (PY3-only).
+                # There is no universal way for other descriptors.
+                closure_cells = getattr(item.fget, "__closure__", None)
+            else:
+                closure_cells = getattr(item, "__closure__", None)
+
+            if not closure_cells:  # Catch None or the empty list.
+                continue
+            for cell in closure_cells:
+                try:
+                    match = cell.cell_contents is self._cls
+                except ValueError:  # ValueError: Cell is empty
+                    pass
+                else:
+                    if match:
+                        set_closure_cell(cell, cls)
+
+        return cls
+
+    def add_repr(self, ns):
+        self._cls_dict["__repr__"] = self._add_method_dunders(
+            _make_repr(self._attrs, ns, self._cls)
+        )
+        return self
+
+    def add_str(self):
+        repr = self._cls_dict.get("__repr__")
+        if repr is None:
+            raise ValueError(
+                "__str__ can only be generated if a __repr__ exists."
+            )
+
+        def __str__(self):
+            return self.__repr__()
+
+        self._cls_dict["__str__"] = self._add_method_dunders(__str__)
+        return self
+
+    def _make_getstate_setstate(self):
+        """
+        Create custom __setstate__ and __getstate__ methods.
+        """
+        # __weakref__ is not writable.
+        state_attr_names = tuple(
+            an for an in self._attr_names if an != "__weakref__"
+        )
+
+        def slots_getstate(self):
+            """
+            Automatically created by attrs.
+            """
+            return tuple(getattr(self, name) for name in state_attr_names)
+
+        hash_caching_enabled = self._cache_hash
+
+        def slots_setstate(self, state):
+            """
+            Automatically created by attrs.
+            """
+            __bound_setattr = _obj_setattr.__get__(self, Attribute)
+            for name, value in zip(state_attr_names, state):
+                __bound_setattr(name, value)
+
+            # The hash code cache is not included when the object is
+            # serialized, but it still needs to be initialized to None to
+            # indicate that the first call to __hash__ should be a cache
+            # miss.
+            if hash_caching_enabled:
+                __bound_setattr(_hash_cache_field, None)
+
+        return slots_getstate, slots_setstate
+
+    def make_unhashable(self):
+        self._cls_dict["__hash__"] = None
+        return self
+
+    def add_hash(self):
+        self._cls_dict["__hash__"] = self._add_method_dunders(
+            _make_hash(
+                self._cls,
+                self._attrs,
+                frozen=self._frozen,
+                cache_hash=self._cache_hash,
+            )
+        )
+
+        return self
+
+    def add_init(self):
+        self._cls_dict["__init__"] = self._add_method_dunders(
+            _make_init(
+                self._cls,
+                self._attrs,
+                self._has_pre_init,
+                self._has_post_init,
+                self._frozen,
+                self._slots,
+                self._cache_hash,
+                self._base_attr_map,
+                self._is_exc,
+                self._on_setattr,
+                attrs_init=False,
+            )
+        )
+
+        return self
+
+    def add_match_args(self):
+        self._cls_dict["__match_args__"] = tuple(
+            field.name
+            for field in self._attrs
+            if field.init and not field.kw_only
+        )
+
+    def add_attrs_init(self):
+        self._cls_dict["__attrs_init__"] = self._add_method_dunders(
+            _make_init(
+                self._cls,
+                self._attrs,
+                self._has_pre_init,
+                self._has_post_init,
+                self._frozen,
+                self._slots,
+                self._cache_hash,
+                self._base_attr_map,
+                self._is_exc,
+                self._on_setattr,
+                attrs_init=True,
+            )
+        )
+
+        return self
+
+    def add_eq(self):
+        cd = self._cls_dict
+
+        cd["__eq__"] = self._add_method_dunders(
+            _make_eq(self._cls, self._attrs)
+        )
+        cd["__ne__"] = self._add_method_dunders(_make_ne())
+
+        return self
+
+    def add_order(self):
+        cd = self._cls_dict
+
+        cd["__lt__"], cd["__le__"], cd["__gt__"], cd["__ge__"] = (
+            self._add_method_dunders(meth)
+            for meth in _make_order(self._cls, self._attrs)
+        )
+
+        return self
+
+    def add_setattr(self):
+        if self._frozen:
+            return self
+
+        sa_attrs = {}
+        for a in self._attrs:
+            on_setattr = a.on_setattr or self._on_setattr
+            if on_setattr and on_setattr is not setters.NO_OP:
+                sa_attrs[a.name] = a, on_setattr
+
+        if not sa_attrs:
+            return self
+
+        if self._has_custom_setattr:
+            # We need to write a __setattr__ but there already is one!
+            raise ValueError(
+                "Can't combine custom __setattr__ with on_setattr hooks."
+            )
+
+        # docstring comes from _add_method_dunders
+        def __setattr__(self, name, val):
+            try:
+                a, hook = sa_attrs[name]
+            except KeyError:
+                nval = val
+            else:
+                nval = hook(self, a, val)
+
+            _obj_setattr(self, name, nval)
+
+        self._cls_dict["__attrs_own_setattr__"] = True
+        self._cls_dict["__setattr__"] = self._add_method_dunders(__setattr__)
+        self._wrote_own_setattr = True
+
+        return self
+
+    def _add_method_dunders(self, method):
+        """
+        Add __module__ and __qualname__ to a *method* if possible.
+        """
+        try:
+            method.__module__ = self._cls.__module__
+        except AttributeError:
+            pass
+
+        try:
+            method.__qualname__ = ".".join(
+                (self._cls.__qualname__, method.__name__)
+            )
+        except AttributeError:
+            pass
+
+        try:
+            method.__doc__ = "Method generated by attrs for class %s." % (
+                self._cls.__qualname__,
+            )
+        except AttributeError:
+            pass
+
+        return method
+
+
+def _determine_attrs_eq_order(cmp, eq, order, default_eq):
+    """
+    Validate the combination of *cmp*, *eq*, and *order*. Derive the effective
+    values of eq and order.  If *eq* is None, set it to *default_eq*.
+    """
+    if cmp is not None and any((eq is not None, order is not None)):
+        raise ValueError("Don't mix `cmp` with `eq' and `order`.")
+
+    # cmp takes precedence due to bw-compatibility.
+    if cmp is not None:
+        return cmp, cmp
+
+    # If left None, equality is set to the specified default and ordering
+    # mirrors equality.
+    if eq is None:
+        eq = default_eq
+
+    if order is None:
+        order = eq
+
+    if eq is False and order is True:
+        raise ValueError("`order` can only be True if `eq` is True too.")
+
+    return eq, order
+
+
+def _determine_attrib_eq_order(cmp, eq, order, default_eq):
+    """
+    Validate the combination of *cmp*, *eq*, and *order*. Derive the effective
+    values of eq and order.  If *eq* is None, set it to *default_eq*.
+    """
+    if cmp is not None and any((eq is not None, order is not None)):
+        raise ValueError("Don't mix `cmp` with `eq' and `order`.")
+
+    def decide_callable_or_boolean(value):
+        """
+        Decide whether a key function is used.
+        """
+        if callable(value):
+            value, key = True, value
+        else:
+            key = None
+        return value, key
+
+    # cmp takes precedence due to bw-compatibility.
+    if cmp is not None:
+        cmp, cmp_key = decide_callable_or_boolean(cmp)
+        return cmp, cmp_key, cmp, cmp_key
+
+    # If left None, equality is set to the specified default and ordering
+    # mirrors equality.
+    if eq is None:
+        eq, eq_key = default_eq, None
+    else:
+        eq, eq_key = decide_callable_or_boolean(eq)
+
+    if order is None:
+        order, order_key = eq, eq_key
+    else:
+        order, order_key = decide_callable_or_boolean(order)
+
+    if eq is False and order is True:
+        raise ValueError("`order` can only be True if `eq` is True too.")
+
+    return eq, eq_key, order, order_key
+
+
+def _determine_whether_to_implement(
+    cls, flag, auto_detect, dunders, default=True
+):
+    """
+    Check whether we should implement a set of methods for *cls*.
+
+    *flag* is the argument passed into @attr.s like 'init', *auto_detect* the
+    same as passed into @attr.s and *dunders* is a tuple of attribute names
+    whose presence signal that the user has implemented it themselves.
+
+    Return *default* if no reason for either for or against is found.
+    """
+    if flag is True or flag is False:
+        return flag
+
+    if flag is None and auto_detect is False:
+        return default
+
+    # Logically, flag is None and auto_detect is True here.
+    for dunder in dunders:
+        if _has_own_attribute(cls, dunder):
+            return False
+
+    return default
+
+
+def attrs(
+    maybe_cls=None,
+    these=None,
+    repr_ns=None,
+    repr=None,
+    cmp=None,
+    hash=None,
+    init=None,
+    slots=False,
+    frozen=False,
+    weakref_slot=True,
+    str=False,
+    auto_attribs=False,
+    kw_only=False,
+    cache_hash=False,
+    auto_exc=False,
+    eq=None,
+    order=None,
+    auto_detect=False,
+    collect_by_mro=False,
+    getstate_setstate=None,
+    on_setattr=None,
+    field_transformer=None,
+    match_args=True,
+):
+    r"""
+    A class decorator that adds `dunder
+    <https://wiki.python.org/moin/DunderAlias>`_\ -methods according to the
+    specified attributes using `attr.ib` or the *these* argument.
+
+    :param these: A dictionary of name to `attr.ib` mappings.  This is
+        useful to avoid the definition of your attributes within the class body
+        because you can't (e.g. if you want to add ``__repr__`` methods to
+        Django models) or don't want to.
+
+        If *these* is not ``None``, ``attrs`` will *not* search the class body
+        for attributes and will *not* remove any attributes from it.
+
+        If *these* is an ordered dict (`dict` on Python 3.6+,
+        `collections.OrderedDict` otherwise), the order is deduced from
+        the order of the attributes inside *these*.  Otherwise the order
+        of the definition of the attributes is used.
+
+    :type these: `dict` of `str` to `attr.ib`
+
+    :param str repr_ns: When using nested classes, there's no way in Python 2
+        to automatically detect that.  Therefore it's possible to set the
+        namespace explicitly for a more meaningful ``repr`` output.
+    :param bool auto_detect: Instead of setting the *init*, *repr*, *eq*,
+        *order*, and *hash* arguments explicitly, assume they are set to
+        ``True`` **unless any** of the involved methods for one of the
+        arguments is implemented in the *current* class (i.e. it is *not*
+        inherited from some base class).
+
+        So for example by implementing ``__eq__`` on a class yourself,
+        ``attrs`` will deduce ``eq=False`` and will create *neither*
+        ``__eq__`` *nor* ``__ne__`` (but Python classes come with a sensible
+        ``__ne__`` by default, so it *should* be enough to only implement
+        ``__eq__`` in most cases).
+
+        .. warning::
+
+           If you prevent ``attrs`` from creating the ordering methods for you
+           (``order=False``, e.g. by implementing ``__le__``), it becomes
+           *your* responsibility to make sure its ordering is sound. The best
+           way is to use the `functools.total_ordering` decorator.
+
+
+        Passing ``True`` or ``False`` to *init*, *repr*, *eq*, *order*,
+        *cmp*, or *hash* overrides whatever *auto_detect* would determine.
+
+        *auto_detect* requires Python 3. Setting it ``True`` on Python 2 raises
+        an `attrs.exceptions.PythonTooOldError`.
+
+    :param bool repr: Create a ``__repr__`` method with a human readable
+        representation of ``attrs`` attributes..
+    :param bool str: Create a ``__str__`` method that is identical to
+        ``__repr__``.  This is usually not necessary except for
+        `Exception`\ s.
+    :param Optional[bool] eq: If ``True`` or ``None`` (default), add ``__eq__``
+        and ``__ne__`` methods that check two instances for equality.
+
+        They compare the instances as if they were tuples of their ``attrs``
+        attributes if and only if the types of both classes are *identical*!
+    :param Optional[bool] order: If ``True``, add ``__lt__``, ``__le__``,
+        ``__gt__``, and ``__ge__`` methods that behave like *eq* above and
+        allow instances to be ordered. If ``None`` (default) mirror value of
+        *eq*.
+    :param Optional[bool] cmp: Setting *cmp* is equivalent to setting *eq*
+        and *order* to the same value. Must not be mixed with *eq* or *order*.
+    :param Optional[bool] hash: If ``None`` (default), the ``__hash__`` method
+        is generated according how *eq* and *frozen* are set.
+
+        1. If *both* are True, ``attrs`` will generate a ``__hash__`` for you.
+        2. If *eq* is True and *frozen* is False, ``__hash__`` will be set to
+           None, marking it unhashable (which it is).
+        3. If *eq* is False, ``__hash__`` will be left untouched meaning the
+           ``__hash__`` method of the base class will be used (if base class is
+           ``object``, this means it will fall back to id-based hashing.).
+
+        Although not recommended, you can decide for yourself and force
+        ``attrs`` to create one (e.g. if the class is immutable even though you
+        didn't freeze it programmatically) by passing ``True`` or not.  Both of
+        these cases are rather special and should be used carefully.
+
+        See our documentation on `hashing`, Python's documentation on
+        `object.__hash__`, and the `GitHub issue that led to the default \
+        behavior <https://github.com/python-attrs/attrs/issues/136>`_ for more
+        details.
+    :param bool init: Create a ``__init__`` method that initializes the
+        ``attrs`` attributes. Leading underscores are stripped for the argument
+        name. If a ``__attrs_pre_init__`` method exists on the class, it will
+        be called before the class is initialized. If a ``__attrs_post_init__``
+        method exists on the class, it will be called after the class is fully
+        initialized.
+
+        If ``init`` is ``False``, an ``__attrs_init__`` method will be
+        injected instead. This allows you to define a custom ``__init__``
+        method that can do pre-init work such as ``super().__init__()``,
+        and then call ``__attrs_init__()`` and ``__attrs_post_init__()``.
+    :param bool slots: Create a `slotted class <slotted classes>` that's more
+        memory-efficient. Slotted classes are generally superior to the default
+        dict classes, but have some gotchas you should know about, so we
+        encourage you to read the `glossary entry <slotted classes>`.
+    :param bool frozen: Make instances immutable after initialization.  If
+        someone attempts to modify a frozen instance,
+        `attr.exceptions.FrozenInstanceError` is raised.
+
+        .. note::
+
+            1. This is achieved by installing a custom ``__setattr__`` method
+               on your class, so you can't implement your own.
+
+            2. True immutability is impossible in Python.
+
+            3. This *does* have a minor a runtime performance `impact
+               <how-frozen>` when initializing new instances.  In other words:
+               ``__init__`` is slightly slower with ``frozen=True``.
+
+            4. If a class is frozen, you cannot modify ``self`` in
+               ``__attrs_post_init__`` or a self-written ``__init__``. You can
+               circumvent that limitation by using
+               ``object.__setattr__(self, "attribute_name", value)``.
+
+            5. Subclasses of a frozen class are frozen too.
+
+    :param bool weakref_slot: Make instances weak-referenceable.  This has no
+        effect unless ``slots`` is also enabled.
+    :param bool auto_attribs: If ``True``, collect :pep:`526`-annotated
+        attributes (Python 3.6 and later only) from the class body.
+
+        In this case, you **must** annotate every field.  If ``attrs``
+        encounters a field that is set to an `attr.ib` but lacks a type
+        annotation, an `attr.exceptions.UnannotatedAttributeError` is
+        raised.  Use ``field_name: typing.Any = attr.ib(...)`` if you don't
+        want to set a type.
+
+        If you assign a value to those attributes (e.g. ``x: int = 42``), that
+        value becomes the default value like if it were passed using
+        ``attr.ib(default=42)``.  Passing an instance of `attrs.Factory` also
+        works as expected in most cases (see warning below).
+
+        Attributes annotated as `typing.ClassVar`, and attributes that are
+        neither annotated nor set to an `attr.ib` are **ignored**.
+
+        .. warning::
+           For features that use the attribute name to create decorators (e.g.
+           `validators <validators>`), you still *must* assign `attr.ib` to
+           them. Otherwise Python will either not find the name or try to use
+           the default value to call e.g. ``validator`` on it.
+
+           These errors can be quite confusing and probably the most common bug
+           report on our bug tracker.
+
+    :param bool kw_only: Make all attributes keyword-only (Python 3+)
+        in the generated ``__init__`` (if ``init`` is ``False``, this
+        parameter is ignored).
+    :param bool cache_hash: Ensure that the object's hash code is computed
+        only once and stored on the object.  If this is set to ``True``,
+        hashing must be either explicitly or implicitly enabled for this
+        class.  If the hash code is cached, avoid any reassignments of
+        fields involved in hash code computation or mutations of the objects
+        those fields point to after object creation.  If such changes occur,
+        the behavior of the object's hash code is undefined.
+    :param bool auto_exc: If the class subclasses `BaseException`
+        (which implicitly includes any subclass of any exception), the
+        following happens to behave like a well-behaved Python exceptions
+        class:
+
+        - the values for *eq*, *order*, and *hash* are ignored and the
+          instances compare and hash by the instance's ids (N.B. ``attrs`` will
+          *not* remove existing implementations of ``__hash__`` or the equality
+          methods. It just won't add own ones.),
+        - all attributes that are either passed into ``__init__`` or have a
+          default value are additionally available as a tuple in the ``args``
+          attribute,
+        - the value of *str* is ignored leaving ``__str__`` to base classes.
+    :param bool collect_by_mro: Setting this to `True` fixes the way ``attrs``
+       collects attributes from base classes.  The default behavior is
+       incorrect in certain cases of multiple inheritance.  It should be on by
+       default but is kept off for backward-compatibility.
+
+       See issue `#428 <https://github.com/python-attrs/attrs/issues/428>`_ for
+       more details.
+
+    :param Optional[bool] getstate_setstate:
+       .. note::
+          This is usually only interesting for slotted classes and you should
+          probably just set *auto_detect* to `True`.
+
+       If `True`, ``__getstate__`` and
+       ``__setstate__`` are generated and attached to the class. This is
+       necessary for slotted classes to be pickleable. If left `None`, it's
+       `True` by default for slotted classes and ``False`` for dict classes.
+
+       If *auto_detect* is `True`, and *getstate_setstate* is left `None`,
+       and **either** ``__getstate__`` or ``__setstate__`` is detected directly
+       on the class (i.e. not inherited), it is set to `False` (this is usually
+       what you want).
+
+    :param on_setattr: A callable that is run whenever the user attempts to set
+        an attribute (either by assignment like ``i.x = 42`` or by using
+        `setattr` like ``setattr(i, "x", 42)``). It receives the same arguments
+        as validators: the instance, the attribute that is being modified, and
+        the new value.
+
+        If no exception is raised, the attribute is set to the return value of
+        the callable.
+
+        If a list of callables is passed, they're automatically wrapped in an
+        `attrs.setters.pipe`.
+    :type on_setattr: `callable`, or a list of callables, or `None`, or
+        `attrs.setters.NO_OP`
+
+    :param Optional[callable] field_transformer:
+        A function that is called with the original class object and all
+        fields right before ``attrs`` finalizes the class.  You can use
+        this, e.g., to automatically add converters or validators to
+        fields based on their types.  See `transform-fields` for more details.
+
+    :param bool match_args:
+        If `True` (default), set ``__match_args__`` on the class to support
+        :pep:`634` (Structural Pattern Matching). It is a tuple of all
+        non-keyword-only ``__init__`` parameter names on Python 3.10 and later.
+        Ignored on older Python versions.
+
+    .. versionadded:: 16.0.0 *slots*
+    .. versionadded:: 16.1.0 *frozen*
+    .. versionadded:: 16.3.0 *str*
+    .. versionadded:: 16.3.0 Support for ``__attrs_post_init__``.
+    .. versionchanged:: 17.1.0
+       *hash* supports ``None`` as value which is also the default now.
+    .. versionadded:: 17.3.0 *auto_attribs*
+    .. versionchanged:: 18.1.0
+       If *these* is passed, no attributes are deleted from the class body.
+    .. versionchanged:: 18.1.0 If *these* is ordered, the order is retained.
+    .. versionadded:: 18.2.0 *weakref_slot*
+    .. deprecated:: 18.2.0
+       ``__lt__``, ``__le__``, ``__gt__``, and ``__ge__`` now raise a
+       `DeprecationWarning` if the classes compared are subclasses of
+       each other. ``__eq`` and ``__ne__`` never tried to compared subclasses
+       to each other.
+    .. versionchanged:: 19.2.0
+       ``__lt__``, ``__le__``, ``__gt__``, and ``__ge__`` now do not consider
+       subclasses comparable anymore.
+    .. versionadded:: 18.2.0 *kw_only*
+    .. versionadded:: 18.2.0 *cache_hash*
+    .. versionadded:: 19.1.0 *auto_exc*
+    .. deprecated:: 19.2.0 *cmp* Removal on or after 2021-06-01.
+    .. versionadded:: 19.2.0 *eq* and *order*
+    .. versionadded:: 20.1.0 *auto_detect*
+    .. versionadded:: 20.1.0 *collect_by_mro*
+    .. versionadded:: 20.1.0 *getstate_setstate*
+    .. versionadded:: 20.1.0 *on_setattr*
+    .. versionadded:: 20.3.0 *field_transformer*
+    .. versionchanged:: 21.1.0
+       ``init=False`` injects ``__attrs_init__``
+    .. versionchanged:: 21.1.0 Support for ``__attrs_pre_init__``
+    .. versionchanged:: 21.1.0 *cmp* undeprecated
+    .. versionadded:: 21.3.0 *match_args*
+    """
+    eq_, order_ = _determine_attrs_eq_order(cmp, eq, order, None)
+    hash_ = hash  # work around the lack of nonlocal
+
+    if isinstance(on_setattr, (list, tuple)):
+        on_setattr = setters.pipe(*on_setattr)
+
+    def wrap(cls):
+        is_frozen = frozen or _has_frozen_base_class(cls)
+        is_exc = auto_exc is True and issubclass(cls, BaseException)
+        has_own_setattr = auto_detect and _has_own_attribute(
+            cls, "__setattr__"
+        )
+
+        if has_own_setattr and is_frozen:
+            raise ValueError("Can't freeze a class with a custom __setattr__.")
+
+        builder = _ClassBuilder(
+            cls,
+            these,
+            slots,
+            is_frozen,
+            weakref_slot,
+            _determine_whether_to_implement(
+                cls,
+                getstate_setstate,
+                auto_detect,
+                ("__getstate__", "__setstate__"),
+                default=slots,
+            ),
+            auto_attribs,
+            kw_only,
+            cache_hash,
+            is_exc,
+            collect_by_mro,
+            on_setattr,
+            has_own_setattr,
+            field_transformer,
+        )
+        if _determine_whether_to_implement(
+            cls, repr, auto_detect, ("__repr__",)
+        ):
+            builder.add_repr(repr_ns)
+        if str is True:
+            builder.add_str()
+
+        eq = _determine_whether_to_implement(
+            cls, eq_, auto_detect, ("__eq__", "__ne__")
+        )
+        if not is_exc and eq is True:
+            builder.add_eq()
+        if not is_exc and _determine_whether_to_implement(
+            cls, order_, auto_detect, ("__lt__", "__le__", "__gt__", "__ge__")
+        ):
+            builder.add_order()
+
+        builder.add_setattr()
+
+        if (
+            hash_ is None
+            and auto_detect is True
+            and _has_own_attribute(cls, "__hash__")
+        ):
+            hash = False
+        else:
+            hash = hash_
+        if hash is not True and hash is not False and hash is not None:
+            # Can't use `hash in` because 1 == True for example.
+            raise TypeError(
+                "Invalid value for hash.  Must be True, False, or None."
+            )
+        elif hash is False or (hash is None and eq is False) or is_exc:
+            # Don't do anything. Should fall back to __object__'s __hash__
+            # which is by id.
+            if cache_hash:
+                raise TypeError(
+                    "Invalid value for cache_hash.  To use hash caching,"
+                    " hashing must be either explicitly or implicitly "
+                    "enabled."
+                )
+        elif hash is True or (
+            hash is None and eq is True and is_frozen is True
+        ):
+            # Build a __hash__ if told so, or if it's safe.
+            builder.add_hash()
+        else:
+            # Raise TypeError on attempts to hash.
+            if cache_hash:
+                raise TypeError(
+                    "Invalid value for cache_hash.  To use hash caching,"
+                    " hashing must be either explicitly or implicitly "
+                    "enabled."
+                )
+            builder.make_unhashable()
+
+        if _determine_whether_to_implement(
+            cls, init, auto_detect, ("__init__",)
+        ):
+            builder.add_init()
+        else:
+            builder.add_attrs_init()
+            if cache_hash:
+                raise TypeError(
+                    "Invalid value for cache_hash.  To use hash caching,"
+                    " init must be True."
+                )
+
+        if (
+            PY310
+            and match_args
+            and not _has_own_attribute(cls, "__match_args__")
+        ):
+            builder.add_match_args()
+
+        return builder.build_class()
+
+    # maybe_cls's type depends on the usage of the decorator.  It's a class
+    # if it's used as `@attrs` but ``None`` if used as `@attrs()`.
+    if maybe_cls is None:
+        return wrap
+    else:
+        return wrap(maybe_cls)
+
+
+_attrs = attrs
+"""
+Internal alias so we can use it in functions that take an argument called
+*attrs*.
+"""
+
+
+def _has_frozen_base_class(cls):
+    """
+    Check whether *cls* has a frozen ancestor by looking at its
+    __setattr__.
+    """
+    return cls.__setattr__ is _frozen_setattrs
+
+
+def _generate_unique_filename(cls, func_name):
+    """
+    Create a "filename" suitable for a function being generated.
+    """
+    unique_filename = "<attrs generated {} {}.{}>".format(
+        func_name,
+        cls.__module__,
+        getattr(cls, "__qualname__", cls.__name__),
+    )
+    return unique_filename
+
+
+def _make_hash(cls, attrs, frozen, cache_hash):
+    attrs = tuple(
+        a for a in attrs if a.hash is True or (a.hash is None and a.eq is True)
+    )
+
+    tab = "        "
+
+    unique_filename = _generate_unique_filename(cls, "hash")
+    type_hash = hash(unique_filename)
+    # If eq is custom generated, we need to include the functions in globs
+    globs = {}
+
+    hash_def = "def __hash__(self"
+    hash_func = "hash(("
+    closing_braces = "))"
+    if not cache_hash:
+        hash_def += "):"
+    else:
+        hash_def += ", *"
+
+        hash_def += (
+            ", _cache_wrapper="
+            + "__import__('attr._make')._make._CacheHashWrapper):"
+        )
+        hash_func = "_cache_wrapper(" + hash_func
+        closing_braces += ")"
+
+    method_lines = [hash_def]
+
+    def append_hash_computation_lines(prefix, indent):
+        """
+        Generate the code for actually computing the hash code.
+        Below this will either be returned directly or used to compute
+        a value which is then cached, depending on the value of cache_hash
+        """
+
+        method_lines.extend(
+            [
+                indent + prefix + hash_func,
+                indent + "        %d," % (type_hash,),
+            ]
+        )
+
+        for a in attrs:
+            if a.eq_key:
+                cmp_name = "_%s_key" % (a.name,)
+                globs[cmp_name] = a.eq_key
+                method_lines.append(
+                    indent + "        %s(self.%s)," % (cmp_name, a.name)
+                )
+            else:
+                method_lines.append(indent + "        self.%s," % a.name)
+
+        method_lines.append(indent + "    " + closing_braces)
+
+    if cache_hash:
+        method_lines.append(tab + "if self.%s is None:" % _hash_cache_field)
+        if frozen:
+            append_hash_computation_lines(
+                "object.__setattr__(self, '%s', " % _hash_cache_field, tab * 2
+            )
+            method_lines.append(tab * 2 + ")")  # close __setattr__
+        else:
+            append_hash_computation_lines(
+                "self.%s = " % _hash_cache_field, tab * 2
+            )
+        method_lines.append(tab + "return self.%s" % _hash_cache_field)
+    else:
+        append_hash_computation_lines("return ", tab)
+
+    script = "\n".join(method_lines)
+    return _make_method("__hash__", script, unique_filename, globs)
+
+
+def _add_hash(cls, attrs):
+    """
+    Add a hash method to *cls*.
+    """
+    cls.__hash__ = _make_hash(cls, attrs, frozen=False, cache_hash=False)
+    return cls
+
+
+def _make_ne():
+    """
+    Create __ne__ method.
+    """
+
+    def __ne__(self, other):
+        """
+        Check equality and either forward a NotImplemented or
+        return the result negated.
+        """
+        result = self.__eq__(other)
+        if result is NotImplemented:
+            return NotImplemented
+
+        return not result
+
+    return __ne__
+
+
+def _make_eq(cls, attrs):
+    """
+    Create __eq__ method for *cls* with *attrs*.
+    """
+    attrs = [a for a in attrs if a.eq]
+
+    unique_filename = _generate_unique_filename(cls, "eq")
+    lines = [
+        "def __eq__(self, other):",
+        "    if other.__class__ is not self.__class__:",
+        "        return NotImplemented",
+    ]
+
+    # We can't just do a big self.x = other.x and... clause due to
+    # irregularities like nan == nan is false but (nan,) == (nan,) is true.
+    globs = {}
+    if attrs:
+        lines.append("    return  (")
+        others = ["    ) == ("]
+        for a in attrs:
+            if a.eq_key:
+                cmp_name = "_%s_key" % (a.name,)
+                # Add the key function to the global namespace
+                # of the evaluated function.
+                globs[cmp_name] = a.eq_key
+                lines.append(
+                    "        %s(self.%s),"
+                    % (
+                        cmp_name,
+                        a.name,
+                    )
+                )
+                others.append(
+                    "        %s(other.%s),"
+                    % (
+                        cmp_name,
+                        a.name,
+                    )
+                )
+            else:
+                lines.append("        self.%s," % (a.name,))
+                others.append("        other.%s," % (a.name,))
+
+        lines += others + ["    )"]
+    else:
+        lines.append("    return True")
+
+    script = "\n".join(lines)
+
+    return _make_method("__eq__", script, unique_filename, globs)
+
+
+def _make_order(cls, attrs):
+    """
+    Create ordering methods for *cls* with *attrs*.
+    """
+    attrs = [a for a in attrs if a.order]
+
+    def attrs_to_tuple(obj):
+        """
+        Save us some typing.
+        """
+        return tuple(
+            key(value) if key else value
+            for value, key in (
+                (getattr(obj, a.name), a.order_key) for a in attrs
+            )
+        )
+
+    def __lt__(self, other):
+        """
+        Automatically created by attrs.
+        """
+        if other.__class__ is self.__class__:
+            return attrs_to_tuple(self) < attrs_to_tuple(other)
+
+        return NotImplemented
+
+    def __le__(self, other):
+        """
+        Automatically created by attrs.
+        """
+        if other.__class__ is self.__class__:
+            return attrs_to_tuple(self) <= attrs_to_tuple(other)
+
+        return NotImplemented
+
+    def __gt__(self, other):
+        """
+        Automatically created by attrs.
+        """
+        if other.__class__ is self.__class__:
+            return attrs_to_tuple(self) > attrs_to_tuple(other)
+
+        return NotImplemented
+
+    def __ge__(self, other):
+        """
+        Automatically created by attrs.
+        """
+        if other.__class__ is self.__class__:
+            return attrs_to_tuple(self) >= attrs_to_tuple(other)
+
+        return NotImplemented
+
+    return __lt__, __le__, __gt__, __ge__
+
+
+def _add_eq(cls, attrs=None):
+    """
+    Add equality methods to *cls* with *attrs*.
+    """
+    if attrs is None:
+        attrs = cls.__attrs_attrs__
+
+    cls.__eq__ = _make_eq(cls, attrs)
+    cls.__ne__ = _make_ne()
+
+    return cls
+
+
+if HAS_F_STRINGS:
+
+    def _make_repr(attrs, ns, cls):
+        unique_filename = _generate_unique_filename(cls, "repr")
+        # Figure out which attributes to include, and which function to use to
+        # format them. The a.repr value can be either bool or a custom
+        # callable.
+        attr_names_with_reprs = tuple(
+            (a.name, (repr if a.repr is True else a.repr), a.init)
+            for a in attrs
+            if a.repr is not False
+        )
+        globs = {
+            name + "_repr": r
+            for name, r, _ in attr_names_with_reprs
+            if r != repr
+        }
+        globs["_compat"] = _compat
+        globs["AttributeError"] = AttributeError
+        globs["NOTHING"] = NOTHING
+        attribute_fragments = []
+        for name, r, i in attr_names_with_reprs:
+            accessor = (
+                "self." + name
+                if i
+                else 'getattr(self, "' + name + '", NOTHING)'
+            )
+            fragment = (
+                "%s={%s!r}" % (name, accessor)
+                if r == repr
+                else "%s={%s_repr(%s)}" % (name, name, accessor)
+            )
+            attribute_fragments.append(fragment)
+        repr_fragment = ", ".join(attribute_fragments)
+
+        if ns is None:
+            cls_name_fragment = (
+                '{self.__class__.__qualname__.rsplit(">.", 1)[-1]}'
+            )
+        else:
+            cls_name_fragment = ns + ".{self.__class__.__name__}"
+
+        lines = [
+            "def __repr__(self):",
+            "  try:",
+            "    already_repring = _compat.repr_context.already_repring",
+            "  except AttributeError:",
+            "    already_repring = {id(self),}",
+            "    _compat.repr_context.already_repring = already_repring",
+            "  else:",
+            "    if id(self) in already_repring:",
+            "      return '...'",
+            "    else:",
+            "      already_repring.add(id(self))",
+            "  try:",
+            "    return f'%s(%s)'" % (cls_name_fragment, repr_fragment),
+            "  finally:",
+            "    already_repring.remove(id(self))",
+        ]
+
+        return _make_method(
+            "__repr__", "\n".join(lines), unique_filename, globs=globs
+        )
+
+else:
+
+    def _make_repr(attrs, ns, _):
+        """
+        Make a repr method that includes relevant *attrs*, adding *ns* to the
+        full name.
+        """
+
+        # Figure out which attributes to include, and which function to use to
+        # format them. The a.repr value can be either bool or a custom
+        # callable.
+        attr_names_with_reprs = tuple(
+            (a.name, repr if a.repr is True else a.repr)
+            for a in attrs
+            if a.repr is not False
+        )
+
+        def __repr__(self):
+            """
+            Automatically created by attrs.
+            """
+            try:
+                already_repring = _compat.repr_context.already_repring
+            except AttributeError:
+                already_repring = set()
+                _compat.repr_context.already_repring = already_repring
+
+            if id(self) in already_repring:
+                return "..."
+            real_cls = self.__class__
+            if ns is None:
+                class_name = real_cls.__qualname__.rsplit(">.", 1)[-1]
+            else:
+                class_name = ns + "." + real_cls.__name__
+
+            # Since 'self' remains on the stack (i.e.: strongly referenced)
+            # for the duration of this call, it's safe to depend on id(...)
+            # stability, and not need to track the instance and therefore
+            # worry about properties like weakref- or hash-ability.
+            already_repring.add(id(self))
+            try:
+                result = [class_name, "("]
+                first = True
+                for name, attr_repr in attr_names_with_reprs:
+                    if first:
+                        first = False
+                    else:
+                        result.append(", ")
+                    result.extend(
+                        (name, "=", attr_repr(getattr(self, name, NOTHING)))
+                    )
+                return "".join(result) + ")"
+            finally:
+                already_repring.remove(id(self))
+
+        return __repr__
+
+
+def _add_repr(cls, ns=None, attrs=None):
+    """
+    Add a repr method to *cls*.
+    """
+    if attrs is None:
+        attrs = cls.__attrs_attrs__
+
+    cls.__repr__ = _make_repr(attrs, ns, cls)
+    return cls
+
+
+def fields(cls):
+    """
+    Return the tuple of ``attrs`` attributes for a class.
+
+    The tuple also allows accessing the fields by their names (see below for
+    examples).
+
+    :param type cls: Class to introspect.
+
+    :raise TypeError: If *cls* is not a class.
+    :raise attr.exceptions.NotAnAttrsClassError: If *cls* is not an ``attrs``
+        class.
+
+    :rtype: tuple (with name accessors) of `attrs.Attribute`
+
+    ..  versionchanged:: 16.2.0 Returned tuple allows accessing the fields
+        by name.
+    """
+    if not isinstance(cls, type):
+        raise TypeError("Passed object must be a class.")
+    attrs = getattr(cls, "__attrs_attrs__", None)
+    if attrs is None:
+        raise NotAnAttrsClassError(
+            "{cls!r} is not an attrs-decorated class.".format(cls=cls)
+        )
+    return attrs
+
+
+def fields_dict(cls):
+    """
+    Return an ordered dictionary of ``attrs`` attributes for a class, whose
+    keys are the attribute names.
+
+    :param type cls: Class to introspect.
+
+    :raise TypeError: If *cls* is not a class.
+    :raise attr.exceptions.NotAnAttrsClassError: If *cls* is not an ``attrs``
+        class.
+
+    :rtype: an ordered dict where keys are attribute names and values are
+        `attrs.Attribute`\\ s. This will be a `dict` if it's
+        naturally ordered like on Python 3.6+ or an
+        :class:`~collections.OrderedDict` otherwise.
+
+    .. versionadded:: 18.1.0
+    """
+    if not isinstance(cls, type):
+        raise TypeError("Passed object must be a class.")
+    attrs = getattr(cls, "__attrs_attrs__", None)
+    if attrs is None:
+        raise NotAnAttrsClassError(
+            "{cls!r} is not an attrs-decorated class.".format(cls=cls)
+        )
+    return ordered_dict((a.name, a) for a in attrs)
+
+
+def validate(inst):
+    """
+    Validate all attributes on *inst* that have a validator.
+
+    Leaves all exceptions through.
+
+    :param inst: Instance of a class with ``attrs`` attributes.
+    """
+    if _config._run_validators is False:
+        return
+
+    for a in fields(inst.__class__):
+        v = a.validator
+        if v is not None:
+            v(inst, a, getattr(inst, a.name))
+
+
+def _is_slot_cls(cls):
+    return "__slots__" in cls.__dict__
+
+
+def _is_slot_attr(a_name, base_attr_map):
+    """
+    Check if the attribute name comes from a slot class.
+    """
+    return a_name in base_attr_map and _is_slot_cls(base_attr_map[a_name])
+
+
+def _make_init(
+    cls,
+    attrs,
+    pre_init,
+    post_init,
+    frozen,
+    slots,
+    cache_hash,
+    base_attr_map,
+    is_exc,
+    cls_on_setattr,
+    attrs_init,
+):
+    has_cls_on_setattr = (
+        cls_on_setattr is not None and cls_on_setattr is not setters.NO_OP
+    )
+
+    if frozen and has_cls_on_setattr:
+        raise ValueError("Frozen classes can't use on_setattr.")
+
+    needs_cached_setattr = cache_hash or frozen
+    filtered_attrs = []
+    attr_dict = {}
+    for a in attrs:
+        if not a.init and a.default is NOTHING:
+            continue
+
+        filtered_attrs.append(a)
+        attr_dict[a.name] = a
+
+        if a.on_setattr is not None:
+            if frozen is True:
+                raise ValueError("Frozen classes can't use on_setattr.")
+
+            needs_cached_setattr = True
+        elif has_cls_on_setattr and a.on_setattr is not setters.NO_OP:
+            needs_cached_setattr = True
+
+    unique_filename = _generate_unique_filename(cls, "init")
+
+    script, globs, annotations = _attrs_to_init_script(
+        filtered_attrs,
+        frozen,
+        slots,
+        pre_init,
+        post_init,
+        cache_hash,
+        base_attr_map,
+        is_exc,
+        has_cls_on_setattr,
+        attrs_init,
+    )
+    if cls.__module__ in sys.modules:
+        # This makes typing.get_type_hints(CLS.__init__) resolve string types.
+        globs.update(sys.modules[cls.__module__].__dict__)
+
+    globs.update({"NOTHING": NOTHING, "attr_dict": attr_dict})
+
+    if needs_cached_setattr:
+        # Save the lookup overhead in __init__ if we need to circumvent
+        # setattr hooks.
+        globs["_setattr"] = _obj_setattr
+
+    init = _make_method(
+        "__attrs_init__" if attrs_init else "__init__",
+        script,
+        unique_filename,
+        globs,
+    )
+    init.__annotations__ = annotations
+
+    return init
+
+
+def _setattr(attr_name, value_var, has_on_setattr):
+    """
+    Use the cached object.setattr to set *attr_name* to *value_var*.
+    """
+    return "_setattr(self, '%s', %s)" % (attr_name, value_var)
+
+
+def _setattr_with_converter(attr_name, value_var, has_on_setattr):
+    """
+    Use the cached object.setattr to set *attr_name* to *value_var*, but run
+    its converter first.
+    """
+    return "_setattr(self, '%s', %s(%s))" % (
+        attr_name,
+        _init_converter_pat % (attr_name,),
+        value_var,
+    )
+
+
+def _assign(attr_name, value, has_on_setattr):
+    """
+    Unless *attr_name* has an on_setattr hook, use normal assignment. Otherwise
+    relegate to _setattr.
+    """
+    if has_on_setattr:
+        return _setattr(attr_name, value, True)
+
+    return "self.%s = %s" % (attr_name, value)
+
+
+def _assign_with_converter(attr_name, value_var, has_on_setattr):
+    """
+    Unless *attr_name* has an on_setattr hook, use normal assignment after
+    conversion. Otherwise relegate to _setattr_with_converter.
+    """
+    if has_on_setattr:
+        return _setattr_with_converter(attr_name, value_var, True)
+
+    return "self.%s = %s(%s)" % (
+        attr_name,
+        _init_converter_pat % (attr_name,),
+        value_var,
+    )
+
+
+def _attrs_to_init_script(
+    attrs,
+    frozen,
+    slots,
+    pre_init,
+    post_init,
+    cache_hash,
+    base_attr_map,
+    is_exc,
+    has_cls_on_setattr,
+    attrs_init,
+):
+    """
+    Return a script of an initializer for *attrs* and a dict of globals.
+
+    The globals are expected by the generated script.
+
+    If *frozen* is True, we cannot set the attributes directly so we use
+    a cached ``object.__setattr__``.
+    """
+    lines = []
+    if pre_init:
+        lines.append("self.__attrs_pre_init__()")
+
+    if frozen is True:
+        if slots is True:
+            fmt_setter = _setattr
+            fmt_setter_with_converter = _setattr_with_converter
+        else:
+            # Dict frozen classes assign directly to __dict__.
+            # But only if the attribute doesn't come from an ancestor slot
+            # class.
+            # Note _inst_dict will be used again below if cache_hash is True
+            lines.append("_inst_dict = self.__dict__")
+
+            def fmt_setter(attr_name, value_var, has_on_setattr):
+                if _is_slot_attr(attr_name, base_attr_map):
+                    return _setattr(attr_name, value_var, has_on_setattr)
+
+                return "_inst_dict['%s'] = %s" % (attr_name, value_var)
+
+            def fmt_setter_with_converter(
+                attr_name, value_var, has_on_setattr
+            ):
+                if has_on_setattr or _is_slot_attr(attr_name, base_attr_map):
+                    return _setattr_with_converter(
+                        attr_name, value_var, has_on_setattr
+                    )
+
+                return "_inst_dict['%s'] = %s(%s)" % (
+                    attr_name,
+                    _init_converter_pat % (attr_name,),
+                    value_var,
+                )
+
+    else:
+        # Not frozen.
+        fmt_setter = _assign
+        fmt_setter_with_converter = _assign_with_converter
+
+    args = []
+    kw_only_args = []
+    attrs_to_validate = []
+
+    # This is a dictionary of names to validator and converter callables.
+    # Injecting this into __init__ globals lets us avoid lookups.
+    names_for_globals = {}
+    annotations = {"return": None}
+
+    for a in attrs:
+        if a.validator:
+            attrs_to_validate.append(a)
+
+        attr_name = a.name
+        has_on_setattr = a.on_setattr is not None or (
+            a.on_setattr is not setters.NO_OP and has_cls_on_setattr
+        )
+        arg_name = a.name.lstrip("_")
+
+        has_factory = isinstance(a.default, Factory)
+        if has_factory and a.default.takes_self:
+            maybe_self = "self"
+        else:
+            maybe_self = ""
+
+        if a.init is False:
+            if has_factory:
+                init_factory_name = _init_factory_pat.format(a.name)
+                if a.converter is not None:
+                    lines.append(
+                        fmt_setter_with_converter(
+                            attr_name,
+                            init_factory_name + "(%s)" % (maybe_self,),
+                            has_on_setattr,
+                        )
+                    )
+                    conv_name = _init_converter_pat % (a.name,)
+                    names_for_globals[conv_name] = a.converter
+                else:
+                    lines.append(
+                        fmt_setter(
+                            attr_name,
+                            init_factory_name + "(%s)" % (maybe_self,),
+                            has_on_setattr,
+                        )
+                    )
+                names_for_globals[init_factory_name] = a.default.factory
+            else:
+                if a.converter is not None:
+                    lines.append(
+                        fmt_setter_with_converter(
+                            attr_name,
+                            "attr_dict['%s'].default" % (attr_name,),
+                            has_on_setattr,
+                        )
+                    )
+                    conv_name = _init_converter_pat % (a.name,)
+                    names_for_globals[conv_name] = a.converter
+                else:
+                    lines.append(
+                        fmt_setter(
+                            attr_name,
+                            "attr_dict['%s'].default" % (attr_name,),
+                            has_on_setattr,
+                        )
+                    )
+        elif a.default is not NOTHING and not has_factory:
+            arg = "%s=attr_dict['%s'].default" % (arg_name, attr_name)
+            if a.kw_only:
+                kw_only_args.append(arg)
+            else:
+                args.append(arg)
+
+            if a.converter is not None:
+                lines.append(
+                    fmt_setter_with_converter(
+                        attr_name, arg_name, has_on_setattr
+                    )
+                )
+                names_for_globals[
+                    _init_converter_pat % (a.name,)
+                ] = a.converter
+            else:
+                lines.append(fmt_setter(attr_name, arg_name, has_on_setattr))
+
+        elif has_factory:
+            arg = "%s=NOTHING" % (arg_name,)
+            if a.kw_only:
+                kw_only_args.append(arg)
+            else:
+                args.append(arg)
+            lines.append("if %s is not NOTHING:" % (arg_name,))
+
+            init_factory_name = _init_factory_pat.format(a.name)
+            if a.converter is not None:
+                lines.append(
+                    "    "
+                    + fmt_setter_with_converter(
+                        attr_name, arg_name, has_on_setattr
+                    )
+                )
+                lines.append("else:")
+                lines.append(
+                    "    "
+                    + fmt_setter_with_converter(
+                        attr_name,
+                        init_factory_name + "(" + maybe_self + ")",
+                        has_on_setattr,
+                    )
+                )
+                names_for_globals[
+                    _init_converter_pat % (a.name,)
+                ] = a.converter
+            else:
+                lines.append(
+                    "    " + fmt_setter(attr_name, arg_name, has_on_setattr)
+                )
+                lines.append("else:")
+                lines.append(
+                    "    "
+                    + fmt_setter(
+                        attr_name,
+                        init_factory_name + "(" + maybe_self + ")",
+                        has_on_setattr,
+                    )
+                )
+            names_for_globals[init_factory_name] = a.default.factory
+        else:
+            if a.kw_only:
+                kw_only_args.append(arg_name)
+            else:
+                args.append(arg_name)
+
+            if a.converter is not None:
+                lines.append(
+                    fmt_setter_with_converter(
+                        attr_name, arg_name, has_on_setattr
+                    )
+                )
+                names_for_globals[
+                    _init_converter_pat % (a.name,)
+                ] = a.converter
+            else:
+                lines.append(fmt_setter(attr_name, arg_name, has_on_setattr))
+
+        if a.init is True:
+            if a.type is not None and a.converter is None:
+                annotations[arg_name] = a.type
+            elif a.converter is not None:
+                # Try to get the type from the converter.
+                t = _AnnotationExtractor(a.converter).get_first_param_type()
+                if t:
+                    annotations[arg_name] = t
+
+    if attrs_to_validate:  # we can skip this if there are no validators.
+        names_for_globals["_config"] = _config
+        lines.append("if _config._run_validators is True:")
+        for a in attrs_to_validate:
+            val_name = "__attr_validator_" + a.name
+            attr_name = "__attr_" + a.name
+            lines.append(
+                "    %s(self, %s, self.%s)" % (val_name, attr_name, a.name)
+            )
+            names_for_globals[val_name] = a.validator
+            names_for_globals[attr_name] = a
+
+    if post_init:
+        lines.append("self.__attrs_post_init__()")
+
+    # because this is set only after __attrs_post_init__ is called, a crash
+    # will result if post-init tries to access the hash code.  This seemed
+    # preferable to setting this beforehand, in which case alteration to
+    # field values during post-init combined with post-init accessing the
+    # hash code would result in silent bugs.
+    if cache_hash:
+        if frozen:
+            if slots:
+                # if frozen and slots, then _setattr defined above
+                init_hash_cache = "_setattr(self, '%s', %s)"
+            else:
+                # if frozen and not slots, then _inst_dict defined above
+                init_hash_cache = "_inst_dict['%s'] = %s"
+        else:
+            init_hash_cache = "self.%s = %s"
+        lines.append(init_hash_cache % (_hash_cache_field, "None"))
+
+    # For exceptions we rely on BaseException.__init__ for proper
+    # initialization.
+    if is_exc:
+        vals = ",".join("self." + a.name for a in attrs if a.init)
+
+        lines.append("BaseException.__init__(self, %s)" % (vals,))
+
+    args = ", ".join(args)
+    if kw_only_args:
+        args += "%s*, %s" % (
+            ", " if args else "",  # leading comma
+            ", ".join(kw_only_args),  # kw_only args
+        )
+    return (
+        """\
+def {init_name}(self, {args}):
+    {lines}
+""".format(
+            init_name=("__attrs_init__" if attrs_init else "__init__"),
+            args=args,
+            lines="\n    ".join(lines) if lines else "pass",
+        ),
+        names_for_globals,
+        annotations,
+    )
+
+
+class Attribute:
+    """
+    *Read-only* representation of an attribute.
+
+    The class has *all* arguments of `attr.ib` (except for ``factory``
+    which is only syntactic sugar for ``default=Factory(...)`` plus the
+    following:
+
+    - ``name`` (`str`): The name of the attribute.
+    - ``inherited`` (`bool`): Whether or not that attribute has been inherited
+      from a base class.
+    - ``eq_key`` and ``order_key`` (`typing.Callable` or `None`): The callables
+      that are used for comparing and ordering objects by this attribute,
+      respectively. These are set by passing a callable to `attr.ib`'s ``eq``,
+      ``order``, or ``cmp`` arguments. See also :ref:`comparison customization
+      <custom-comparison>`.
+
+    Instances of this class are frequently used for introspection purposes
+    like:
+
+    - `fields` returns a tuple of them.
+    - Validators get them passed as the first argument.
+    - The :ref:`field transformer <transform-fields>` hook receives a list of
+      them.
+
+    .. versionadded:: 20.1.0 *inherited*
+    .. versionadded:: 20.1.0 *on_setattr*
+    .. versionchanged:: 20.2.0 *inherited* is not taken into account for
+        equality checks and hashing anymore.
+    .. versionadded:: 21.1.0 *eq_key* and *order_key*
+
+    For the full version history of the fields, see `attr.ib`.
+    """
+
+    __slots__ = (
+        "name",
+        "default",
+        "validator",
+        "repr",
+        "eq",
+        "eq_key",
+        "order",
+        "order_key",
+        "hash",
+        "init",
+        "metadata",
+        "type",
+        "converter",
+        "kw_only",
+        "inherited",
+        "on_setattr",
+    )
+
+    def __init__(
+        self,
+        name,
+        default,
+        validator,
+        repr,
+        cmp,  # XXX: unused, remove along with other cmp code.
+        hash,
+        init,
+        inherited,
+        metadata=None,
+        type=None,
+        converter=None,
+        kw_only=False,
+        eq=None,
+        eq_key=None,
+        order=None,
+        order_key=None,
+        on_setattr=None,
+    ):
+        eq, eq_key, order, order_key = _determine_attrib_eq_order(
+            cmp, eq_key or eq, order_key or order, True
+        )
+
+        # Cache this descriptor here to speed things up later.
+        bound_setattr = _obj_setattr.__get__(self, Attribute)
+
+        # Despite the big red warning, people *do* instantiate `Attribute`
+        # themselves.
+        bound_setattr("name", name)
+        bound_setattr("default", default)
+        bound_setattr("validator", validator)
+        bound_setattr("repr", repr)
+        bound_setattr("eq", eq)
+        bound_setattr("eq_key", eq_key)
+        bound_setattr("order", order)
+        bound_setattr("order_key", order_key)
+        bound_setattr("hash", hash)
+        bound_setattr("init", init)
+        bound_setattr("converter", converter)
+        bound_setattr(
+            "metadata",
+            (
+                types.MappingProxyType(dict(metadata))  # Shallow copy
+                if metadata
+                else _empty_metadata_singleton
+            ),
+        )
+        bound_setattr("type", type)
+        bound_setattr("kw_only", kw_only)
+        bound_setattr("inherited", inherited)
+        bound_setattr("on_setattr", on_setattr)
+
+    def __setattr__(self, name, value):
+        raise FrozenInstanceError()
+
+    @classmethod
+    def from_counting_attr(cls, name, ca, type=None):
+        # type holds the annotated value. deal with conflicts:
+        if type is None:
+            type = ca.type
+        elif ca.type is not None:
+            raise ValueError(
+                "Type annotation and type argument cannot both be present"
+            )
+        inst_dict = {
+            k: getattr(ca, k)
+            for k in Attribute.__slots__
+            if k
+            not in (
+                "name",
+                "validator",
+                "default",
+                "type",
+                "inherited",
+            )  # exclude methods and deprecated alias
+        }
+        return cls(
+            name=name,
+            validator=ca._validator,
+            default=ca._default,
+            type=type,
+            cmp=None,
+            inherited=False,
+            **inst_dict
+        )
+
+    # Don't use attr.evolve since fields(Attribute) doesn't work
+    def evolve(self, **changes):
+        """
+        Copy *self* and apply *changes*.
+
+        This works similarly to `attr.evolve` but that function does not work
+        with ``Attribute``.
+
+        It is mainly meant to be used for `transform-fields`.
+
+        .. versionadded:: 20.3.0
+        """
+        new = copy.copy(self)
+
+        new._setattrs(changes.items())
+
+        return new
+
+    # Don't use _add_pickle since fields(Attribute) doesn't work
+    def __getstate__(self):
+        """
+        Play nice with pickle.
+        """
+        return tuple(
+            getattr(self, name) if name != "metadata" else dict(self.metadata)
+            for name in self.__slots__
+        )
+
+    def __setstate__(self, state):
+        """
+        Play nice with pickle.
+        """
+        self._setattrs(zip(self.__slots__, state))
+
+    def _setattrs(self, name_values_pairs):
+        bound_setattr = _obj_setattr.__get__(self, Attribute)
+        for name, value in name_values_pairs:
+            if name != "metadata":
+                bound_setattr(name, value)
+            else:
+                bound_setattr(
+                    name,
+                    types.MappingProxyType(dict(value))
+                    if value
+                    else _empty_metadata_singleton,
+                )
+
+
+_a = [
+    Attribute(
+        name=name,
+        default=NOTHING,
+        validator=None,
+        repr=True,
+        cmp=None,
+        eq=True,
+        order=False,
+        hash=(name != "metadata"),
+        init=True,
+        inherited=False,
+    )
+    for name in Attribute.__slots__
+]
+
+Attribute = _add_hash(
+    _add_eq(
+        _add_repr(Attribute, attrs=_a),
+        attrs=[a for a in _a if a.name != "inherited"],
+    ),
+    attrs=[a for a in _a if a.hash and a.name != "inherited"],
+)
+
+
+class _CountingAttr:
+    """
+    Intermediate representation of attributes that uses a counter to preserve
+    the order in which the attributes have been defined.
+
+    *Internal* data structure of the attrs library.  Running into is most
+    likely the result of a bug like a forgotten `@attr.s` decorator.
+    """
+
+    __slots__ = (
+        "counter",
+        "_default",
+        "repr",
+        "eq",
+        "eq_key",
+        "order",
+        "order_key",
+        "hash",
+        "init",
+        "metadata",
+        "_validator",
+        "converter",
+        "type",
+        "kw_only",
+        "on_setattr",
+    )
+    __attrs_attrs__ = tuple(
+        Attribute(
+            name=name,
+            default=NOTHING,
+            validator=None,
+            repr=True,
+            cmp=None,
+            hash=True,
+            init=True,
+            kw_only=False,
+            eq=True,
+            eq_key=None,
+            order=False,
+            order_key=None,
+            inherited=False,
+            on_setattr=None,
+        )
+        for name in (
+            "counter",
+            "_default",
+            "repr",
+            "eq",
+            "order",
+            "hash",
+            "init",
+            "on_setattr",
+        )
+    ) + (
+        Attribute(
+            name="metadata",
+            default=None,
+            validator=None,
+            repr=True,
+            cmp=None,
+            hash=False,
+            init=True,
+            kw_only=False,
+            eq=True,
+            eq_key=None,
+            order=False,
+            order_key=None,
+            inherited=False,
+            on_setattr=None,
+        ),
+    )
+    cls_counter = 0
+
+    def __init__(
+        self,
+        default,
+        validator,
+        repr,
+        cmp,
+        hash,
+        init,
+        converter,
+        metadata,
+        type,
+        kw_only,
+        eq,
+        eq_key,
+        order,
+        order_key,
+        on_setattr,
+    ):
+        _CountingAttr.cls_counter += 1
+        self.counter = _CountingAttr.cls_counter
+        self._default = default
+        self._validator = validator
+        self.converter = converter
+        self.repr = repr
+        self.eq = eq
+        self.eq_key = eq_key
+        self.order = order
+        self.order_key = order_key
+        self.hash = hash
+        self.init = init
+        self.metadata = metadata
+        self.type = type
+        self.kw_only = kw_only
+        self.on_setattr = on_setattr
+
+    def validator(self, meth):
+        """
+        Decorator that adds *meth* to the list of validators.
+
+        Returns *meth* unchanged.
+
+        .. versionadded:: 17.1.0
+        """
+        if self._validator is None:
+            self._validator = meth
+        else:
+            self._validator = and_(self._validator, meth)
+        return meth
+
+    def default(self, meth):
+        """
+        Decorator that allows to set the default for an attribute.
+
+        Returns *meth* unchanged.
+
+        :raises DefaultAlreadySetError: If default has been set before.
+
+        .. versionadded:: 17.1.0
+        """
+        if self._default is not NOTHING:
+            raise DefaultAlreadySetError()
+
+        self._default = Factory(meth, takes_self=True)
+
+        return meth
+
+
+_CountingAttr = _add_eq(_add_repr(_CountingAttr))
+
+
+class Factory:
+    """
+    Stores a factory callable.
+
+    If passed as the default value to `attrs.field`, the factory is used to
+    generate a new value.
+
+    :param callable factory: A callable that takes either none or exactly one
+        mandatory positional argument depending on *takes_self*.
+    :param bool takes_self: Pass the partially initialized instance that is
+        being initialized as a positional argument.
+
+    .. versionadded:: 17.1.0  *takes_self*
+    """
+
+    __slots__ = ("factory", "takes_self")
+
+    def __init__(self, factory, takes_self=False):
+        """
+        `Factory` is part of the default machinery so if we want a default
+        value here, we have to implement it ourselves.
+        """
+        self.factory = factory
+        self.takes_self = takes_self
+
+    def __getstate__(self):
+        """
+        Play nice with pickle.
+        """
+        return tuple(getattr(self, name) for name in self.__slots__)
+
+    def __setstate__(self, state):
+        """
+        Play nice with pickle.
+        """
+        for name, value in zip(self.__slots__, state):
+            setattr(self, name, value)
+
+
+_f = [
+    Attribute(
+        name=name,
+        default=NOTHING,
+        validator=None,
+        repr=True,
+        cmp=None,
+        eq=True,
+        order=False,
+        hash=True,
+        init=True,
+        inherited=False,
+    )
+    for name in Factory.__slots__
+]
+
+Factory = _add_hash(_add_eq(_add_repr(Factory, attrs=_f), attrs=_f), attrs=_f)
+
+
+def make_class(name, attrs, bases=(object,), **attributes_arguments):
+    """
+    A quick way to create a new class called *name* with *attrs*.
+
+    :param str name: The name for the new class.
+
+    :param attrs: A list of names or a dictionary of mappings of names to
+        attributes.
+
+        If *attrs* is a list or an ordered dict (`dict` on Python 3.6+,
+        `collections.OrderedDict` otherwise), the order is deduced from
+        the order of the names or attributes inside *attrs*.  Otherwise the
+        order of the definition of the attributes is used.
+    :type attrs: `list` or `dict`
+
+    :param tuple bases: Classes that the new class will subclass.
+
+    :param attributes_arguments: Passed unmodified to `attr.s`.
+
+    :return: A new class with *attrs*.
+    :rtype: type
+
+    .. versionadded:: 17.1.0 *bases*
+    .. versionchanged:: 18.1.0 If *attrs* is ordered, the order is retained.
+    """
+    if isinstance(attrs, dict):
+        cls_dict = attrs
+    elif isinstance(attrs, (list, tuple)):
+        cls_dict = {a: attrib() for a in attrs}
+    else:
+        raise TypeError("attrs argument must be a dict or a list.")
+
+    pre_init = cls_dict.pop("__attrs_pre_init__", None)
+    post_init = cls_dict.pop("__attrs_post_init__", None)
+    user_init = cls_dict.pop("__init__", None)
+
+    body = {}
+    if pre_init is not None:
+        body["__attrs_pre_init__"] = pre_init
+    if post_init is not None:
+        body["__attrs_post_init__"] = post_init
+    if user_init is not None:
+        body["__init__"] = user_init
+
+    type_ = types.new_class(name, bases, {}, lambda ns: ns.update(body))
+
+    # For pickling to work, the __module__ variable needs to be set to the
+    # frame where the class is created.  Bypass this step in environments where
+    # sys._getframe is not defined (Jython for example) or sys._getframe is not
+    # defined for arguments greater than 0 (IronPython).
+    try:
+        type_.__module__ = sys._getframe(1).f_globals.get(
+            "__name__", "__main__"
+        )
+    except (AttributeError, ValueError):
+        pass
+
+    # We do it here for proper warnings with meaningful stacklevel.
+    cmp = attributes_arguments.pop("cmp", None)
+    (
+        attributes_arguments["eq"],
+        attributes_arguments["order"],
+    ) = _determine_attrs_eq_order(
+        cmp,
+        attributes_arguments.get("eq"),
+        attributes_arguments.get("order"),
+        True,
+    )
+
+    return _attrs(these=cls_dict, **attributes_arguments)(type_)
+
+
+# These are required by within this module so we define them here and merely
+# import into .validators / .converters.
+
+
+@attrs(slots=True, hash=True)
+class _AndValidator:
+    """
+    Compose many validators to a single one.
+    """
+
+    _validators = attrib()
+
+    def __call__(self, inst, attr, value):
+        for v in self._validators:
+            v(inst, attr, value)
+
+
+def and_(*validators):
+    """
+    A validator that composes multiple validators into one.
+
+    When called on a value, it runs all wrapped validators.
+
+    :param callables validators: Arbitrary number of validators.
+
+    .. versionadded:: 17.1.0
+    """
+    vals = []
+    for validator in validators:
+        vals.extend(
+            validator._validators
+            if isinstance(validator, _AndValidator)
+            else [validator]
+        )
+
+    return _AndValidator(tuple(vals))
+
+
+def pipe(*converters):
+    """
+    A converter that composes multiple converters into one.
+
+    When called on a value, it runs all wrapped converters, returning the
+    *last* value.
+
+    Type annotations will be inferred from the wrapped converters', if
+    they have any.
+
+    :param callables converters: Arbitrary number of converters.
+
+    .. versionadded:: 20.1.0
+    """
+
+    def pipe_converter(val):
+        for converter in converters:
+            val = converter(val)
+
+        return val
+
+    if not converters:
+        # If the converter list is empty, pipe_converter is the identity.
+        A = typing.TypeVar("A")
+        pipe_converter.__annotations__ = {"val": A, "return": A}
+    else:
+        # Get parameter type from first converter.
+        t = _AnnotationExtractor(converters[0]).get_first_param_type()
+        if t:
+            pipe_converter.__annotations__["val"] = t
+
+        # Get return type from last converter.
+        rt = _AnnotationExtractor(converters[-1]).get_return_type()
+        if rt:
+            pipe_converter.__annotations__["return"] = rt
+
+    return pipe_converter
diff --git a/venv/lib/python3.8/site-packages/attr/_next_gen.py b/venv/lib/python3.8/site-packages/attr/_next_gen.py
new file mode 100644
index 0000000..5a06a74
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/_next_gen.py
@@ -0,0 +1,220 @@
+# SPDX-License-Identifier: MIT
+
+"""
+These are Python 3.6+-only and keyword-only APIs that call `attr.s` and
+`attr.ib` with different default values.
+"""
+
+
+from functools import partial
+
+from . import setters
+from ._funcs import asdict as _asdict
+from ._funcs import astuple as _astuple
+from ._make import (
+    NOTHING,
+    _frozen_setattrs,
+    _ng_default_on_setattr,
+    attrib,
+    attrs,
+)
+from .exceptions import UnannotatedAttributeError
+
+
+def define(
+    maybe_cls=None,
+    *,
+    these=None,
+    repr=None,
+    hash=None,
+    init=None,
+    slots=True,
+    frozen=False,
+    weakref_slot=True,
+    str=False,
+    auto_attribs=None,
+    kw_only=False,
+    cache_hash=False,
+    auto_exc=True,
+    eq=None,
+    order=False,
+    auto_detect=True,
+    getstate_setstate=None,
+    on_setattr=None,
+    field_transformer=None,
+    match_args=True,
+):
+    r"""
+    Define an ``attrs`` class.
+
+    Differences to the classic `attr.s` that it uses underneath:
+
+    - Automatically detect whether or not *auto_attribs* should be `True` (c.f.
+      *auto_attribs* parameter).
+    - If *frozen* is `False`, run converters and validators when setting an
+      attribute by default.
+    - *slots=True*
+
+      .. caution::
+
+         Usually this has only upsides and few visible effects in everyday
+         programming. But it *can* lead to some suprising behaviors, so please
+         make sure to read :term:`slotted classes`.
+    - *auto_exc=True*
+    - *auto_detect=True*
+    - *order=False*
+    - Some options that were only relevant on Python 2 or were kept around for
+      backwards-compatibility have been removed.
+
+    Please note that these are all defaults and you can change them as you
+    wish.
+
+    :param Optional[bool] auto_attribs: If set to `True` or `False`, it behaves
+       exactly like `attr.s`. If left `None`, `attr.s` will try to guess:
+
+       1. If any attributes are annotated and no unannotated `attrs.fields`\ s
+          are found, it assumes *auto_attribs=True*.
+       2. Otherwise it assumes *auto_attribs=False* and tries to collect
+          `attrs.fields`\ s.
+
+    For now, please refer to `attr.s` for the rest of the parameters.
+
+    .. versionadded:: 20.1.0
+    .. versionchanged:: 21.3.0 Converters are also run ``on_setattr``.
+    """
+
+    def do_it(cls, auto_attribs):
+        return attrs(
+            maybe_cls=cls,
+            these=these,
+            repr=repr,
+            hash=hash,
+            init=init,
+            slots=slots,
+            frozen=frozen,
+            weakref_slot=weakref_slot,
+            str=str,
+            auto_attribs=auto_attribs,
+            kw_only=kw_only,
+            cache_hash=cache_hash,
+            auto_exc=auto_exc,
+            eq=eq,
+            order=order,
+            auto_detect=auto_detect,
+            collect_by_mro=True,
+            getstate_setstate=getstate_setstate,
+            on_setattr=on_setattr,
+            field_transformer=field_transformer,
+            match_args=match_args,
+        )
+
+    def wrap(cls):
+        """
+        Making this a wrapper ensures this code runs during class creation.
+
+        We also ensure that frozen-ness of classes is inherited.
+        """
+        nonlocal frozen, on_setattr
+
+        had_on_setattr = on_setattr not in (None, setters.NO_OP)
+
+        # By default, mutable classes convert & validate on setattr.
+        if frozen is False and on_setattr is None:
+            on_setattr = _ng_default_on_setattr
+
+        # However, if we subclass a frozen class, we inherit the immutability
+        # and disable on_setattr.
+        for base_cls in cls.__bases__:
+            if base_cls.__setattr__ is _frozen_setattrs:
+                if had_on_setattr:
+                    raise ValueError(
+                        "Frozen classes can't use on_setattr "
+                        "(frozen-ness was inherited)."
+                    )
+
+                on_setattr = setters.NO_OP
+                break
+
+        if auto_attribs is not None:
+            return do_it(cls, auto_attribs)
+
+        try:
+            return do_it(cls, True)
+        except UnannotatedAttributeError:
+            return do_it(cls, False)
+
+    # maybe_cls's type depends on the usage of the decorator.  It's a class
+    # if it's used as `@attrs` but ``None`` if used as `@attrs()`.
+    if maybe_cls is None:
+        return wrap
+    else:
+        return wrap(maybe_cls)
+
+
+mutable = define
+frozen = partial(define, frozen=True, on_setattr=None)
+
+
+def field(
+    *,
+    default=NOTHING,
+    validator=None,
+    repr=True,
+    hash=None,
+    init=True,
+    metadata=None,
+    converter=None,
+    factory=None,
+    kw_only=False,
+    eq=None,
+    order=None,
+    on_setattr=None,
+):
+    """
+    Identical to `attr.ib`, except keyword-only and with some arguments
+    removed.
+
+    .. versionadded:: 20.1.0
+    """
+    return attrib(
+        default=default,
+        validator=validator,
+        repr=repr,
+        hash=hash,
+        init=init,
+        metadata=metadata,
+        converter=converter,
+        factory=factory,
+        kw_only=kw_only,
+        eq=eq,
+        order=order,
+        on_setattr=on_setattr,
+    )
+
+
+def asdict(inst, *, recurse=True, filter=None, value_serializer=None):
+    """
+    Same as `attr.asdict`, except that collections types are always retained
+    and dict is always used as *dict_factory*.
+
+    .. versionadded:: 21.3.0
+    """
+    return _asdict(
+        inst=inst,
+        recurse=recurse,
+        filter=filter,
+        value_serializer=value_serializer,
+        retain_collection_types=True,
+    )
+
+
+def astuple(inst, *, recurse=True, filter=None):
+    """
+    Same as `attr.astuple`, except that collections types are always retained
+    and `tuple` is always used as the *tuple_factory*.
+
+    .. versionadded:: 21.3.0
+    """
+    return _astuple(
+        inst=inst, recurse=recurse, filter=filter, retain_collection_types=True
+    )
diff --git a/venv/lib/python3.8/site-packages/attr/_version_info.py b/venv/lib/python3.8/site-packages/attr/_version_info.py
new file mode 100644
index 0000000..51a1312
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/_version_info.py
@@ -0,0 +1,86 @@
+# SPDX-License-Identifier: MIT
+
+
+from functools import total_ordering
+
+from ._funcs import astuple
+from ._make import attrib, attrs
+
+
+@total_ordering
+@attrs(eq=False, order=False, slots=True, frozen=True)
+class VersionInfo:
+    """
+    A version object that can be compared to tuple of length 1--4:
+
+    >>> attr.VersionInfo(19, 1, 0, "final")  <= (19, 2)
+    True
+    >>> attr.VersionInfo(19, 1, 0, "final") < (19, 1, 1)
+    True
+    >>> vi = attr.VersionInfo(19, 2, 0, "final")
+    >>> vi < (19, 1, 1)
+    False
+    >>> vi < (19,)
+    False
+    >>> vi == (19, 2,)
+    True
+    >>> vi == (19, 2, 1)
+    False
+
+    .. versionadded:: 19.2
+    """
+
+    year = attrib(type=int)
+    minor = attrib(type=int)
+    micro = attrib(type=int)
+    releaselevel = attrib(type=str)
+
+    @classmethod
+    def _from_version_string(cls, s):
+        """
+        Parse *s* and return a _VersionInfo.
+        """
+        v = s.split(".")
+        if len(v) == 3:
+            v.append("final")
+
+        return cls(
+            year=int(v[0]), minor=int(v[1]), micro=int(v[2]), releaselevel=v[3]
+        )
+
+    def _ensure_tuple(self, other):
+        """
+        Ensure *other* is a tuple of a valid length.
+
+        Returns a possibly transformed *other* and ourselves as a tuple of
+        the same length as *other*.
+        """
+
+        if self.__class__ is other.__class__:
+            other = astuple(other)
+
+        if not isinstance(other, tuple):
+            raise NotImplementedError
+
+        if not (1 <= len(other) <= 4):
+            raise NotImplementedError
+
+        return astuple(self)[: len(other)], other
+
+    def __eq__(self, other):
+        try:
+            us, them = self._ensure_tuple(other)
+        except NotImplementedError:
+            return NotImplemented
+
+        return us == them
+
+    def __lt__(self, other):
+        try:
+            us, them = self._ensure_tuple(other)
+        except NotImplementedError:
+            return NotImplemented
+
+        # Since alphabetically "dev0" < "final" < "post1" < "post2", we don't
+        # have to do anything special with releaselevel for now.
+        return us < them
diff --git a/venv/lib/python3.8/site-packages/attr/_version_info.pyi b/venv/lib/python3.8/site-packages/attr/_version_info.pyi
new file mode 120000
index 0000000..3602b5f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/_version_info.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c7/f3/37/2f75ae07baff50b5c05a3c7de7db9d290e072c1f25fa1b1cd450c636f9
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/attr/converters.py b/venv/lib/python3.8/site-packages/attr/converters.py
new file mode 100644
index 0000000..a73626c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/converters.py
@@ -0,0 +1,144 @@
+# SPDX-License-Identifier: MIT
+
+"""
+Commonly useful converters.
+"""
+
+
+import typing
+
+from ._compat import _AnnotationExtractor
+from ._make import NOTHING, Factory, pipe
+
+
+__all__ = [
+    "default_if_none",
+    "optional",
+    "pipe",
+    "to_bool",
+]
+
+
+def optional(converter):
+    """
+    A converter that allows an attribute to be optional. An optional attribute
+    is one which can be set to ``None``.
+
+    Type annotations will be inferred from the wrapped converter's, if it
+    has any.
+
+    :param callable converter: the converter that is used for non-``None``
+        values.
+
+    .. versionadded:: 17.1.0
+    """
+
+    def optional_converter(val):
+        if val is None:
+            return None
+        return converter(val)
+
+    xtr = _AnnotationExtractor(converter)
+
+    t = xtr.get_first_param_type()
+    if t:
+        optional_converter.__annotations__["val"] = typing.Optional[t]
+
+    rt = xtr.get_return_type()
+    if rt:
+        optional_converter.__annotations__["return"] = typing.Optional[rt]
+
+    return optional_converter
+
+
+def default_if_none(default=NOTHING, factory=None):
+    """
+    A converter that allows to replace ``None`` values by *default* or the
+    result of *factory*.
+
+    :param default: Value to be used if ``None`` is passed. Passing an instance
+       of `attrs.Factory` is supported, however the ``takes_self`` option
+       is *not*.
+    :param callable factory: A callable that takes no parameters whose result
+       is used if ``None`` is passed.
+
+    :raises TypeError: If **neither** *default* or *factory* is passed.
+    :raises TypeError: If **both** *default* and *factory* are passed.
+    :raises ValueError: If an instance of `attrs.Factory` is passed with
+       ``takes_self=True``.
+
+    .. versionadded:: 18.2.0
+    """
+    if default is NOTHING and factory is None:
+        raise TypeError("Must pass either `default` or `factory`.")
+
+    if default is not NOTHING and factory is not None:
+        raise TypeError(
+            "Must pass either `default` or `factory` but not both."
+        )
+
+    if factory is not None:
+        default = Factory(factory)
+
+    if isinstance(default, Factory):
+        if default.takes_self:
+            raise ValueError(
+                "`takes_self` is not supported by default_if_none."
+            )
+
+        def default_if_none_converter(val):
+            if val is not None:
+                return val
+
+            return default.factory()
+
+    else:
+
+        def default_if_none_converter(val):
+            if val is not None:
+                return val
+
+            return default
+
+    return default_if_none_converter
+
+
+def to_bool(val):
+    """
+    Convert "boolean" strings (e.g., from env. vars.) to real booleans.
+
+    Values mapping to :code:`True`:
+
+    - :code:`True`
+    - :code:`"true"` / :code:`"t"`
+    - :code:`"yes"` / :code:`"y"`
+    - :code:`"on"`
+    - :code:`"1"`
+    - :code:`1`
+
+    Values mapping to :code:`False`:
+
+    - :code:`False`
+    - :code:`"false"` / :code:`"f"`
+    - :code:`"no"` / :code:`"n"`
+    - :code:`"off"`
+    - :code:`"0"`
+    - :code:`0`
+
+    :raises ValueError: for any other value.
+
+    .. versionadded:: 21.3.0
+    """
+    if isinstance(val, str):
+        val = val.lower()
+    truthy = {True, "true", "t", "yes", "y", "on", "1", 1}
+    falsy = {False, "false", "f", "no", "n", "off", "0", 0}
+    try:
+        if val in truthy:
+            return True
+        if val in falsy:
+            return False
+    except TypeError:
+        # Raised when "val" is not hashable (e.g., lists)
+        pass
+    raise ValueError("Cannot convert value to bool: {}".format(val))
diff --git a/venv/lib/python3.8/site-packages/attr/converters.pyi b/venv/lib/python3.8/site-packages/attr/converters.pyi
new file mode 120000
index 0000000..2e6f6b7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/converters.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/31/0a/3b/884ccf355a05a4aa83df4b15c2056974da08792085da7b17be8c4b67e6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/attr/exceptions.py b/venv/lib/python3.8/site-packages/attr/exceptions.py
new file mode 100644
index 0000000..5dc51e0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/exceptions.py
@@ -0,0 +1,92 @@
+# SPDX-License-Identifier: MIT
+
+
+class FrozenError(AttributeError):
+    """
+    A frozen/immutable instance or attribute have been attempted to be
+    modified.
+
+    It mirrors the behavior of ``namedtuples`` by using the same error message
+    and subclassing `AttributeError`.
+
+    .. versionadded:: 20.1.0
+    """
+
+    msg = "can't set attribute"
+    args = [msg]
+
+
+class FrozenInstanceError(FrozenError):
+    """
+    A frozen instance has been attempted to be modified.
+
+    .. versionadded:: 16.1.0
+    """
+
+
+class FrozenAttributeError(FrozenError):
+    """
+    A frozen attribute has been attempted to be modified.
+
+    .. versionadded:: 20.1.0
+    """
+
+
+class AttrsAttributeNotFoundError(ValueError):
+    """
+    An ``attrs`` function couldn't find an attribute that the user asked for.
+
+    .. versionadded:: 16.2.0
+    """
+
+
+class NotAnAttrsClassError(ValueError):
+    """
+    A non-``attrs`` class has been passed into an ``attrs`` function.
+
+    .. versionadded:: 16.2.0
+    """
+
+
+class DefaultAlreadySetError(RuntimeError):
+    """
+    A default has been set using ``attr.ib()`` and is attempted to be reset
+    using the decorator.
+
+    .. versionadded:: 17.1.0
+    """
+
+
+class UnannotatedAttributeError(RuntimeError):
+    """
+    A class with ``auto_attribs=True`` has an ``attr.ib()`` without a type
+    annotation.
+
+    .. versionadded:: 17.3.0
+    """
+
+
+class PythonTooOldError(RuntimeError):
+    """
+    It was attempted to use an ``attrs`` feature that requires a newer Python
+    version.
+
+    .. versionadded:: 18.2.0
+    """
+
+
+class NotCallableError(TypeError):
+    """
+    A ``attr.ib()`` requiring a callable has been set with a value
+    that is not callable.
+
+    .. versionadded:: 19.2.0
+    """
+
+    def __init__(self, msg, value):
+        super(TypeError, self).__init__(msg, value)
+        self.msg = msg
+        self.value = value
+
+    def __str__(self):
+        return str(self.msg)
diff --git a/venv/lib/python3.8/site-packages/attr/exceptions.pyi b/venv/lib/python3.8/site-packages/attr/exceptions.pyi
new file mode 120000
index 0000000..7c64925
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/exceptions.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cd/9a/bc/6c2527280cbd983b41130e366613e1014207a1329e7434089c90fcf373
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/attr/filters.py b/venv/lib/python3.8/site-packages/attr/filters.py
new file mode 100644
index 0000000..baa25e9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/filters.py
@@ -0,0 +1,51 @@
+# SPDX-License-Identifier: MIT
+
+"""
+Commonly useful filters for `attr.asdict`.
+"""
+
+from ._make import Attribute
+
+
+def _split_what(what):
+    """
+    Returns a tuple of `frozenset`s of classes and attributes.
+    """
+    return (
+        frozenset(cls for cls in what if isinstance(cls, type)),
+        frozenset(cls for cls in what if isinstance(cls, Attribute)),
+    )
+
+
+def include(*what):
+    """
+    Include *what*.
+
+    :param what: What to include.
+    :type what: `list` of `type` or `attrs.Attribute`\\ s
+
+    :rtype: `callable`
+    """
+    cls, attrs = _split_what(what)
+
+    def include_(attribute, value):
+        return value.__class__ in cls or attribute in attrs
+
+    return include_
+
+
+def exclude(*what):
+    """
+    Exclude *what*.
+
+    :param what: What to exclude.
+    :type what: `list` of classes or `attrs.Attribute`\\ s.
+
+    :rtype: `callable`
+    """
+    cls, attrs = _split_what(what)
+
+    def exclude_(attribute, value):
+        return value.__class__ not in cls and attribute not in attrs
+
+    return exclude_
diff --git a/venv/lib/python3.8/site-packages/attr/filters.pyi b/venv/lib/python3.8/site-packages/attr/filters.pyi
new file mode 120000
index 0000000..056fadb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/filters.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fd/29/bc/d231b24844d7fc2973764a27e4d1d58d059197763796240a657d5ccd77
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/attr/py.typed b/venv/lib/python3.8/site-packages/attr/py.typed
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/py.typed
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/attr/setters.py b/venv/lib/python3.8/site-packages/attr/setters.py
new file mode 100644
index 0000000..12ed675
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/setters.py
@@ -0,0 +1,73 @@
+# SPDX-License-Identifier: MIT
+
+"""
+Commonly used hooks for on_setattr.
+"""
+
+
+from . import _config
+from .exceptions import FrozenAttributeError
+
+
+def pipe(*setters):
+    """
+    Run all *setters* and return the return value of the last one.
+
+    .. versionadded:: 20.1.0
+    """
+
+    def wrapped_pipe(instance, attrib, new_value):
+        rv = new_value
+
+        for setter in setters:
+            rv = setter(instance, attrib, rv)
+
+        return rv
+
+    return wrapped_pipe
+
+
+def frozen(_, __, ___):
+    """
+    Prevent an attribute to be modified.
+
+    .. versionadded:: 20.1.0
+    """
+    raise FrozenAttributeError()
+
+
+def validate(instance, attrib, new_value):
+    """
+    Run *attrib*'s validator on *new_value* if it has one.
+
+    .. versionadded:: 20.1.0
+    """
+    if _config._run_validators is False:
+        return new_value
+
+    v = attrib.validator
+    if not v:
+        return new_value
+
+    v(instance, attrib, new_value)
+
+    return new_value
+
+
+def convert(instance, attrib, new_value):
+    """
+    Run *attrib*'s converter -- if it has one --  on *new_value* and return the
+    result.
+
+    .. versionadded:: 20.1.0
+    """
+    c = attrib.converter
+    if c:
+        return c(new_value)
+
+    return new_value
+
+
+# Sentinel for disabling class-wide *on_setattr* hooks for certain attributes.
+# autodata stopped working, so the docstring is inlined in the API docs.
+NO_OP = object()
diff --git a/venv/lib/python3.8/site-packages/attr/setters.pyi b/venv/lib/python3.8/site-packages/attr/setters.pyi
new file mode 120000
index 0000000..23e22c6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/setters.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ed/d3/35/d2baa94150d6d32fa22549eaf2b69b74ee56c7649ba392f035ad085e5d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/attr/validators.py b/venv/lib/python3.8/site-packages/attr/validators.py
new file mode 100644
index 0000000..eece517
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/validators.py
@@ -0,0 +1,594 @@
+# SPDX-License-Identifier: MIT
+
+"""
+Commonly useful validators.
+"""
+
+
+import operator
+import re
+
+from contextlib import contextmanager
+
+from ._config import get_run_validators, set_run_validators
+from ._make import _AndValidator, and_, attrib, attrs
+from .exceptions import NotCallableError
+
+
+try:
+    Pattern = re.Pattern
+except AttributeError:  # Python <3.7 lacks a Pattern type.
+    Pattern = type(re.compile(""))
+
+
+__all__ = [
+    "and_",
+    "deep_iterable",
+    "deep_mapping",
+    "disabled",
+    "ge",
+    "get_disabled",
+    "gt",
+    "in_",
+    "instance_of",
+    "is_callable",
+    "le",
+    "lt",
+    "matches_re",
+    "max_len",
+    "min_len",
+    "optional",
+    "provides",
+    "set_disabled",
+]
+
+
+def set_disabled(disabled):
+    """
+    Globally disable or enable running validators.
+
+    By default, they are run.
+
+    :param disabled: If ``True``, disable running all validators.
+    :type disabled: bool
+
+    .. warning::
+
+        This function is not thread-safe!
+
+    .. versionadded:: 21.3.0
+    """
+    set_run_validators(not disabled)
+
+
+def get_disabled():
+    """
+    Return a bool indicating whether validators are currently disabled or not.
+
+    :return: ``True`` if validators are currently disabled.
+    :rtype: bool
+
+    .. versionadded:: 21.3.0
+    """
+    return not get_run_validators()
+
+
+@contextmanager
+def disabled():
+    """
+    Context manager that disables running validators within its context.
+
+    .. warning::
+
+        This context manager is not thread-safe!
+
+    .. versionadded:: 21.3.0
+    """
+    set_run_validators(False)
+    try:
+        yield
+    finally:
+        set_run_validators(True)
+
+
+@attrs(repr=False, slots=True, hash=True)
+class _InstanceOfValidator:
+    type = attrib()
+
+    def __call__(self, inst, attr, value):
+        """
+        We use a callable class to be able to change the ``__repr__``.
+        """
+        if not isinstance(value, self.type):
+            raise TypeError(
+                "'{name}' must be {type!r} (got {value!r} that is a "
+                "{actual!r}).".format(
+                    name=attr.name,
+                    type=self.type,
+                    actual=value.__class__,
+                    value=value,
+                ),
+                attr,
+                self.type,
+                value,
+            )
+
+    def __repr__(self):
+        return "<instance_of validator for type {type!r}>".format(
+            type=self.type
+        )
+
+
+def instance_of(type):
+    """
+    A validator that raises a `TypeError` if the initializer is called
+    with a wrong type for this particular attribute (checks are performed using
+    `isinstance` therefore it's also valid to pass a tuple of types).
+
+    :param type: The type to check for.
+    :type type: type or tuple of types
+
+    :raises TypeError: With a human readable error message, the attribute
+        (of type `attrs.Attribute`), the expected type, and the value it
+        got.
+    """
+    return _InstanceOfValidator(type)
+
+
+@attrs(repr=False, frozen=True, slots=True)
+class _MatchesReValidator:
+    pattern = attrib()
+    match_func = attrib()
+
+    def __call__(self, inst, attr, value):
+        """
+        We use a callable class to be able to change the ``__repr__``.
+        """
+        if not self.match_func(value):
+            raise ValueError(
+                "'{name}' must match regex {pattern!r}"
+                " ({value!r} doesn't)".format(
+                    name=attr.name, pattern=self.pattern.pattern, value=value
+                ),
+                attr,
+                self.pattern,
+                value,
+            )
+
+    def __repr__(self):
+        return "<matches_re validator for pattern {pattern!r}>".format(
+            pattern=self.pattern
+        )
+
+
+def matches_re(regex, flags=0, func=None):
+    r"""
+    A validator that raises `ValueError` if the initializer is called
+    with a string that doesn't match *regex*.
+
+    :param regex: a regex string or precompiled pattern to match against
+    :param int flags: flags that will be passed to the underlying re function
+        (default 0)
+    :param callable func: which underlying `re` function to call. Valid options
+        are `re.fullmatch`, `re.search`, and `re.match`; the default ``None``
+        means `re.fullmatch`. For performance reasons, the pattern is always
+        precompiled using `re.compile`.
+
+    .. versionadded:: 19.2.0
+    .. versionchanged:: 21.3.0 *regex* can be a pre-compiled pattern.
+    """
+    valid_funcs = (re.fullmatch, None, re.search, re.match)
+    if func not in valid_funcs:
+        raise ValueError(
+            "'func' must be one of {}.".format(
+                ", ".join(
+                    sorted(
+                        e and e.__name__ or "None" for e in set(valid_funcs)
+                    )
+                )
+            )
+        )
+
+    if isinstance(regex, Pattern):
+        if flags:
+            raise TypeError(
+                "'flags' can only be used with a string pattern; "
+                "pass flags to re.compile() instead"
+            )
+        pattern = regex
+    else:
+        pattern = re.compile(regex, flags)
+
+    if func is re.match:
+        match_func = pattern.match
+    elif func is re.search:
+        match_func = pattern.search
+    else:
+        match_func = pattern.fullmatch
+
+    return _MatchesReValidator(pattern, match_func)
+
+
+@attrs(repr=False, slots=True, hash=True)
+class _ProvidesValidator:
+    interface = attrib()
+
+    def __call__(self, inst, attr, value):
+        """
+        We use a callable class to be able to change the ``__repr__``.
+        """
+        if not self.interface.providedBy(value):
+            raise TypeError(
+                "'{name}' must provide {interface!r} which {value!r} "
+                "doesn't.".format(
+                    name=attr.name, interface=self.interface, value=value
+                ),
+                attr,
+                self.interface,
+                value,
+            )
+
+    def __repr__(self):
+        return "<provides validator for interface {interface!r}>".format(
+            interface=self.interface
+        )
+
+
+def provides(interface):
+    """
+    A validator that raises a `TypeError` if the initializer is called
+    with an object that does not provide the requested *interface* (checks are
+    performed using ``interface.providedBy(value)`` (see `zope.interface
+    <https://zopeinterface.readthedocs.io/en/latest/>`_).
+
+    :param interface: The interface to check for.
+    :type interface: ``zope.interface.Interface``
+
+    :raises TypeError: With a human readable error message, the attribute
+        (of type `attrs.Attribute`), the expected interface, and the
+        value it got.
+    """
+    return _ProvidesValidator(interface)
+
+
+@attrs(repr=False, slots=True, hash=True)
+class _OptionalValidator:
+    validator = attrib()
+
+    def __call__(self, inst, attr, value):
+        if value is None:
+            return
+
+        self.validator(inst, attr, value)
+
+    def __repr__(self):
+        return "<optional validator for {what} or None>".format(
+            what=repr(self.validator)
+        )
+
+
+def optional(validator):
+    """
+    A validator that makes an attribute optional.  An optional attribute is one
+    which can be set to ``None`` in addition to satisfying the requirements of
+    the sub-validator.
+
+    :param validator: A validator (or a list of validators) that is used for
+        non-``None`` values.
+    :type validator: callable or `list` of callables.
+
+    .. versionadded:: 15.1.0
+    .. versionchanged:: 17.1.0 *validator* can be a list of validators.
+    """
+    if isinstance(validator, list):
+        return _OptionalValidator(_AndValidator(validator))
+    return _OptionalValidator(validator)
+
+
+@attrs(repr=False, slots=True, hash=True)
+class _InValidator:
+    options = attrib()
+
+    def __call__(self, inst, attr, value):
+        try:
+            in_options = value in self.options
+        except TypeError:  # e.g. `1 in "abc"`
+            in_options = False
+
+        if not in_options:
+            raise ValueError(
+                "'{name}' must be in {options!r} (got {value!r})".format(
+                    name=attr.name, options=self.options, value=value
+                ),
+                attr,
+                self.options,
+                value,
+            )
+
+    def __repr__(self):
+        return "<in_ validator with options {options!r}>".format(
+            options=self.options
+        )
+
+
+def in_(options):
+    """
+    A validator that raises a `ValueError` if the initializer is called
+    with a value that does not belong in the options provided.  The check is
+    performed using ``value in options``.
+
+    :param options: Allowed options.
+    :type options: list, tuple, `enum.Enum`, ...
+
+    :raises ValueError: With a human readable error message, the attribute (of
+       type `attrs.Attribute`), the expected options, and the value it
+       got.
+
+    .. versionadded:: 17.1.0
+    .. versionchanged:: 22.1.0
+       The ValueError was incomplete until now and only contained the human
+       readable error message. Now it contains all the information that has
+       been promised since 17.1.0.
+    """
+    return _InValidator(options)
+
+
+@attrs(repr=False, slots=False, hash=True)
+class _IsCallableValidator:
+    def __call__(self, inst, attr, value):
+        """
+        We use a callable class to be able to change the ``__repr__``.
+        """
+        if not callable(value):
+            message = (
+                "'{name}' must be callable "
+                "(got {value!r} that is a {actual!r})."
+            )
+            raise NotCallableError(
+                msg=message.format(
+                    name=attr.name, value=value, actual=value.__class__
+                ),
+                value=value,
+            )
+
+    def __repr__(self):
+        return "<is_callable validator>"
+
+
+def is_callable():
+    """
+    A validator that raises a `attr.exceptions.NotCallableError` if the
+    initializer is called with a value for this particular attribute
+    that is not callable.
+
+    .. versionadded:: 19.1.0
+
+    :raises `attr.exceptions.NotCallableError`: With a human readable error
+        message containing the attribute (`attrs.Attribute`) name,
+        and the value it got.
+    """
+    return _IsCallableValidator()
+
+
+@attrs(repr=False, slots=True, hash=True)
+class _DeepIterable:
+    member_validator = attrib(validator=is_callable())
+    iterable_validator = attrib(
+        default=None, validator=optional(is_callable())
+    )
+
+    def __call__(self, inst, attr, value):
+        """
+        We use a callable class to be able to change the ``__repr__``.
+        """
+        if self.iterable_validator is not None:
+            self.iterable_validator(inst, attr, value)
+
+        for member in value:
+            self.member_validator(inst, attr, member)
+
+    def __repr__(self):
+        iterable_identifier = (
+            ""
+            if self.iterable_validator is None
+            else " {iterable!r}".format(iterable=self.iterable_validator)
+        )
+        return (
+            "<deep_iterable validator for{iterable_identifier}"
+            " iterables of {member!r}>"
+        ).format(
+            iterable_identifier=iterable_identifier,
+            member=self.member_validator,
+        )
+
+
+def deep_iterable(member_validator, iterable_validator=None):
+    """
+    A validator that performs deep validation of an iterable.
+
+    :param member_validator: Validator(s) to apply to iterable members
+    :param iterable_validator: Validator to apply to iterable itself
+        (optional)
+
+    .. versionadded:: 19.1.0
+
+    :raises TypeError: if any sub-validators fail
+    """
+    if isinstance(member_validator, (list, tuple)):
+        member_validator = and_(*member_validator)
+    return _DeepIterable(member_validator, iterable_validator)
+
+
+@attrs(repr=False, slots=True, hash=True)
+class _DeepMapping:
+    key_validator = attrib(validator=is_callable())
+    value_validator = attrib(validator=is_callable())
+    mapping_validator = attrib(default=None, validator=optional(is_callable()))
+
+    def __call__(self, inst, attr, value):
+        """
+        We use a callable class to be able to change the ``__repr__``.
+        """
+        if self.mapping_validator is not None:
+            self.mapping_validator(inst, attr, value)
+
+        for key in value:
+            self.key_validator(inst, attr, key)
+            self.value_validator(inst, attr, value[key])
+
+    def __repr__(self):
+        return (
+            "<deep_mapping validator for objects mapping {key!r} to {value!r}>"
+        ).format(key=self.key_validator, value=self.value_validator)
+
+
+def deep_mapping(key_validator, value_validator, mapping_validator=None):
+    """
+    A validator that performs deep validation of a dictionary.
+
+    :param key_validator: Validator to apply to dictionary keys
+    :param value_validator: Validator to apply to dictionary values
+    :param mapping_validator: Validator to apply to top-level mapping
+        attribute (optional)
+
+    .. versionadded:: 19.1.0
+
+    :raises TypeError: if any sub-validators fail
+    """
+    return _DeepMapping(key_validator, value_validator, mapping_validator)
+
+
+@attrs(repr=False, frozen=True, slots=True)
+class _NumberValidator:
+    bound = attrib()
+    compare_op = attrib()
+    compare_func = attrib()
+
+    def __call__(self, inst, attr, value):
+        """
+        We use a callable class to be able to change the ``__repr__``.
+        """
+        if not self.compare_func(value, self.bound):
+            raise ValueError(
+                "'{name}' must be {op} {bound}: {value}".format(
+                    name=attr.name,
+                    op=self.compare_op,
+                    bound=self.bound,
+                    value=value,
+                )
+            )
+
+    def __repr__(self):
+        return "<Validator for x {op} {bound}>".format(
+            op=self.compare_op, bound=self.bound
+        )
+
+
+def lt(val):
+    """
+    A validator that raises `ValueError` if the initializer is called
+    with a number larger or equal to *val*.
+
+    :param val: Exclusive upper bound for values
+
+    .. versionadded:: 21.3.0
+    """
+    return _NumberValidator(val, "<", operator.lt)
+
+
+def le(val):
+    """
+    A validator that raises `ValueError` if the initializer is called
+    with a number greater than *val*.
+
+    :param val: Inclusive upper bound for values
+
+    .. versionadded:: 21.3.0
+    """
+    return _NumberValidator(val, "<=", operator.le)
+
+
+def ge(val):
+    """
+    A validator that raises `ValueError` if the initializer is called
+    with a number smaller than *val*.
+
+    :param val: Inclusive lower bound for values
+
+    .. versionadded:: 21.3.0
+    """
+    return _NumberValidator(val, ">=", operator.ge)
+
+
+def gt(val):
+    """
+    A validator that raises `ValueError` if the initializer is called
+    with a number smaller or equal to *val*.
+
+    :param val: Exclusive lower bound for values
+
+    .. versionadded:: 21.3.0
+    """
+    return _NumberValidator(val, ">", operator.gt)
+
+
+@attrs(repr=False, frozen=True, slots=True)
+class _MaxLengthValidator:
+    max_length = attrib()
+
+    def __call__(self, inst, attr, value):
+        """
+        We use a callable class to be able to change the ``__repr__``.
+        """
+        if len(value) > self.max_length:
+            raise ValueError(
+                "Length of '{name}' must be <= {max}: {len}".format(
+                    name=attr.name, max=self.max_length, len=len(value)
+                )
+            )
+
+    def __repr__(self):
+        return "<max_len validator for {max}>".format(max=self.max_length)
+
+
+def max_len(length):
+    """
+    A validator that raises `ValueError` if the initializer is called
+    with a string or iterable that is longer than *length*.
+
+    :param int length: Maximum length of the string or iterable
+
+    .. versionadded:: 21.3.0
+    """
+    return _MaxLengthValidator(length)
+
+
+@attrs(repr=False, frozen=True, slots=True)
+class _MinLengthValidator:
+    min_length = attrib()
+
+    def __call__(self, inst, attr, value):
+        """
+        We use a callable class to be able to change the ``__repr__``.
+        """
+        if len(value) < self.min_length:
+            raise ValueError(
+                "Length of '{name}' must be => {min}: {len}".format(
+                    name=attr.name, min=self.min_length, len=len(value)
+                )
+            )
+
+    def __repr__(self):
+        return "<min_len validator for {min}>".format(min=self.min_length)
+
+
+def min_len(length):
+    """
+    A validator that raises `ValueError` if the initializer is called
+    with a string or iterable that is shorter than *length*.
+
+    :param int length: Minimum length of the string or iterable
+
+    .. versionadded:: 22.1.0
+    """
+    return _MinLengthValidator(length)
diff --git a/venv/lib/python3.8/site-packages/attr/validators.pyi b/venv/lib/python3.8/site-packages/attr/validators.pyi
new file mode 100644
index 0000000..54b9dba
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attr/validators.pyi
@@ -0,0 +1,80 @@
+from typing import (
+    Any,
+    AnyStr,
+    Callable,
+    Container,
+    ContextManager,
+    Iterable,
+    List,
+    Mapping,
+    Match,
+    Optional,
+    Pattern,
+    Tuple,
+    Type,
+    TypeVar,
+    Union,
+    overload,
+)
+
+from . import _ValidatorType
+from . import _ValidatorArgType
+
+_T = TypeVar("_T")
+_T1 = TypeVar("_T1")
+_T2 = TypeVar("_T2")
+_T3 = TypeVar("_T3")
+_I = TypeVar("_I", bound=Iterable)
+_K = TypeVar("_K")
+_V = TypeVar("_V")
+_M = TypeVar("_M", bound=Mapping)
+
+def set_disabled(run: bool) -> None: ...
+def get_disabled() -> bool: ...
+def disabled() -> ContextManager[None]: ...
+
+# To be more precise on instance_of use some overloads.
+# If there are more than 3 items in the tuple then we fall back to Any
+@overload
+def instance_of(type: Type[_T]) -> _ValidatorType[_T]: ...
+@overload
+def instance_of(type: Tuple[Type[_T]]) -> _ValidatorType[_T]: ...
+@overload
+def instance_of(
+    type: Tuple[Type[_T1], Type[_T2]]
+) -> _ValidatorType[Union[_T1, _T2]]: ...
+@overload
+def instance_of(
+    type: Tuple[Type[_T1], Type[_T2], Type[_T3]]
+) -> _ValidatorType[Union[_T1, _T2, _T3]]: ...
+@overload
+def instance_of(type: Tuple[type, ...]) -> _ValidatorType[Any]: ...
+def provides(interface: Any) -> _ValidatorType[Any]: ...
+def optional(
+    validator: Union[_ValidatorType[_T], List[_ValidatorType[_T]]]
+) -> _ValidatorType[Optional[_T]]: ...
+def in_(options: Container[_T]) -> _ValidatorType[_T]: ...
+def and_(*validators: _ValidatorType[_T]) -> _ValidatorType[_T]: ...
+def matches_re(
+    regex: Union[Pattern[AnyStr], AnyStr],
+    flags: int = ...,
+    func: Optional[
+        Callable[[AnyStr, AnyStr, int], Optional[Match[AnyStr]]]
+    ] = ...,
+) -> _ValidatorType[AnyStr]: ...
+def deep_iterable(
+    member_validator: _ValidatorArgType[_T],
+    iterable_validator: Optional[_ValidatorType[_I]] = ...,
+) -> _ValidatorType[_I]: ...
+def deep_mapping(
+    key_validator: _ValidatorType[_K],
+    value_validator: _ValidatorType[_V],
+    mapping_validator: Optional[_ValidatorType[_M]] = ...,
+) -> _ValidatorType[_M]: ...
+def is_callable() -> _ValidatorType[_T]: ...
+def lt(val: _T) -> _ValidatorType[_T]: ...
+def le(val: _T) -> _ValidatorType[_T]: ...
+def ge(val: _T) -> _ValidatorType[_T]: ...
+def gt(val: _T) -> _ValidatorType[_T]: ...
+def max_len(length: int) -> _ValidatorType[_T]: ...
+def min_len(length: int) -> _ValidatorType[_T]: ...
diff --git a/venv/lib/python3.8/site-packages/attrs-22.1.0.dist-info/AUTHORS.rst b/venv/lib/python3.8/site-packages/attrs-22.1.0.dist-info/AUTHORS.rst
new file mode 100644
index 0000000..aa677e8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attrs-22.1.0.dist-info/AUTHORS.rst
@@ -0,0 +1,11 @@
+Credits
+=======
+
+``attrs`` is written and maintained by `Hynek Schlawack <https://hynek.me/>`_.
+
+The development is kindly supported by `Variomedia AG <https://www.variomedia.de/>`_.
+
+A full list of contributors can be found in `GitHub's overview <https://github.com/python-attrs/attrs/graphs/contributors>`_.
+
+It’s the spiritual successor of `characteristic <https://characteristic.readthedocs.io/>`_ and aspires to fix some of it clunkiness and unfortunate decisions.
+Both were inspired by Twisted’s `FancyEqMixin <https://docs.twisted.org/en/stable/api/twisted.python.util.FancyEqMixin.html>`_ but both are implemented using class decorators because `subclassing is bad for you <https://www.youtube.com/watch?v=3MNVP9-hglc>`_, m’kay?
diff --git a/venv/lib/python3.8/site-packages/attrs-22.1.0.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/attrs-22.1.0.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attrs-22.1.0.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/attrs-22.1.0.dist-info/LICENSE b/venv/lib/python3.8/site-packages/attrs-22.1.0.dist-info/LICENSE
new file mode 100644
index 0000000..2bd6453
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attrs-22.1.0.dist-info/LICENSE
@@ -0,0 +1,21 @@
+The MIT License (MIT)
+
+Copyright (c) 2015 Hynek Schlawack and the attrs contributors
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/venv/lib/python3.8/site-packages/attrs-22.1.0.dist-info/METADATA b/venv/lib/python3.8/site-packages/attrs-22.1.0.dist-info/METADATA
new file mode 100644
index 0000000..60b6653
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attrs-22.1.0.dist-info/METADATA
@@ -0,0 +1,240 @@
+Metadata-Version: 2.1
+Name: attrs
+Version: 22.1.0
+Summary: Classes Without Boilerplate
+Home-page: https://www.attrs.org/
+Author: Hynek Schlawack
+Author-email: hs@ox.cx
+Maintainer: Hynek Schlawack
+Maintainer-email: hs@ox.cx
+License: MIT
+Project-URL: Documentation, https://www.attrs.org/
+Project-URL: Changelog, https://www.attrs.org/en/stable/changelog.html
+Project-URL: Bug Tracker, https://github.com/python-attrs/attrs/issues
+Project-URL: Source Code, https://github.com/python-attrs/attrs
+Project-URL: Funding, https://github.com/sponsors/hynek
+Project-URL: Tidelift, https://tidelift.com/subscription/pkg/pypi-attrs?utm_source=pypi-attrs&utm_medium=pypi
+Project-URL: Ko-fi, https://ko-fi.com/the_hynek
+Keywords: class,attribute,boilerplate
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: Natural Language :: English
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.5
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Requires-Python: >=3.5
+Description-Content-Type: text/x-rst
+License-File: LICENSE
+License-File: AUTHORS.rst
+Provides-Extra: dev
+Requires-Dist: coverage[toml] (>=5.0.2) ; extra == 'dev'
+Requires-Dist: hypothesis ; extra == 'dev'
+Requires-Dist: pympler ; extra == 'dev'
+Requires-Dist: pytest (>=4.3.0) ; extra == 'dev'
+Requires-Dist: mypy (!=0.940,>=0.900) ; extra == 'dev'
+Requires-Dist: pytest-mypy-plugins ; extra == 'dev'
+Requires-Dist: zope.interface ; extra == 'dev'
+Requires-Dist: furo ; extra == 'dev'
+Requires-Dist: sphinx ; extra == 'dev'
+Requires-Dist: sphinx-notfound-page ; extra == 'dev'
+Requires-Dist: pre-commit ; extra == 'dev'
+Requires-Dist: cloudpickle ; (platform_python_implementation == "CPython") and extra == 'dev'
+Provides-Extra: docs
+Requires-Dist: furo ; extra == 'docs'
+Requires-Dist: sphinx ; extra == 'docs'
+Requires-Dist: zope.interface ; extra == 'docs'
+Requires-Dist: sphinx-notfound-page ; extra == 'docs'
+Provides-Extra: tests
+Requires-Dist: coverage[toml] (>=5.0.2) ; extra == 'tests'
+Requires-Dist: hypothesis ; extra == 'tests'
+Requires-Dist: pympler ; extra == 'tests'
+Requires-Dist: pytest (>=4.3.0) ; extra == 'tests'
+Requires-Dist: mypy (!=0.940,>=0.900) ; extra == 'tests'
+Requires-Dist: pytest-mypy-plugins ; extra == 'tests'
+Requires-Dist: zope.interface ; extra == 'tests'
+Requires-Dist: cloudpickle ; (platform_python_implementation == "CPython") and extra == 'tests'
+Provides-Extra: tests_no_zope
+Requires-Dist: coverage[toml] (>=5.0.2) ; extra == 'tests_no_zope'
+Requires-Dist: hypothesis ; extra == 'tests_no_zope'
+Requires-Dist: pympler ; extra == 'tests_no_zope'
+Requires-Dist: pytest (>=4.3.0) ; extra == 'tests_no_zope'
+Requires-Dist: mypy (!=0.940,>=0.900) ; extra == 'tests_no_zope'
+Requires-Dist: pytest-mypy-plugins ; extra == 'tests_no_zope'
+Requires-Dist: cloudpickle ; (platform_python_implementation == "CPython") and extra == 'tests_no_zope'
+
+
+.. image:: https://www.attrs.org/en/stable/_static/attrs_logo.png
+   :alt: attrs logo
+   :align: center
+
+
+``attrs`` is the Python package that will bring back the **joy** of **writing classes** by relieving you from the drudgery of implementing object protocols (aka `dunder methods <https://www.attrs.org/en/latest/glossary.html#term-dunder-methods>`_).
+`Trusted by NASA <https://docs.github.com/en/account-and-profile/setting-up-and-managing-your-github-profile/customizing-your-profile/personalizing-your-profile#list-of-qualifying-repositories-for-mars-2020-helicopter-contributor-achievement>`_ for Mars missions since 2020!
+
+Its main goal is to help you to write **concise** and **correct** software without slowing down your code.
+
+.. teaser-end
+
+For that, it gives you a class decorator and a way to declaratively define the attributes on that class:
+
+.. -code-begin-
+
+.. code-block:: pycon
+
+   >>> from attrs import asdict, define, make_class, Factory
+
+   >>> @define
+   ... class SomeClass:
+   ...     a_number: int = 42
+   ...     list_of_numbers: list[int] = Factory(list)
+   ...
+   ...     def hard_math(self, another_number):
+   ...         return self.a_number + sum(self.list_of_numbers) * another_number
+
+
+   >>> sc = SomeClass(1, [1, 2, 3])
+   >>> sc
+   SomeClass(a_number=1, list_of_numbers=[1, 2, 3])
+
+   >>> sc.hard_math(3)
+   19
+   >>> sc == SomeClass(1, [1, 2, 3])
+   True
+   >>> sc != SomeClass(2, [3, 2, 1])
+   True
+
+   >>> asdict(sc)
+   {'a_number': 1, 'list_of_numbers': [1, 2, 3]}
+
+   >>> SomeClass()
+   SomeClass(a_number=42, list_of_numbers=[])
+
+   >>> C = make_class("C", ["a", "b"])
+   >>> C("foo", "bar")
+   C(a='foo', b='bar')
+
+
+After *declaring* your attributes, ``attrs`` gives you:
+
+- a concise and explicit overview of the class's attributes,
+- a nice human-readable ``__repr__``,
+- equality-checking methods,
+- an initializer,
+- and much more,
+
+*without* writing dull boilerplate code again and again and *without* runtime performance penalties.
+
+**Hate type annotations**!?
+No problem!
+Types are entirely **optional** with ``attrs``.
+Simply assign ``attrs.field()`` to the attributes instead of annotating them with types.
+
+----
+
+This example uses ``attrs``'s modern APIs that have been introduced in version 20.1.0, and the ``attrs`` package import name that has been added in version 21.3.0.
+The classic APIs (``@attr.s``, ``attr.ib``, plus their serious-business aliases) and the ``attr`` package import name will remain **indefinitely**.
+
+Please check out `On The Core API Names <https://www.attrs.org/en/latest/names.html>`_ for a more in-depth explanation.
+
+
+Data Classes
+============
+
+On the tin, ``attrs`` might remind you of ``dataclasses`` (and indeed, ``dataclasses`` `are a descendant <https://hynek.me/articles/import-attrs/>`_ of ``attrs``).
+In practice it does a lot more and is more flexible.
+For instance it allows you to define `special handling of NumPy arrays for equality checks <https://www.attrs.org/en/stable/comparison.html#customization>`_, or allows more ways to `plug into the initialization process <https://www.attrs.org/en/stable/init.html#hooking-yourself-into-initialization>`_.
+
+For more details, please refer to our `comparison page <https://www.attrs.org/en/stable/why.html#data-classes>`_.
+
+.. -project-information-
+
+Project Information
+===================
+
+- **License**: `MIT <https://choosealicense.com/licenses/mit/>`_
+- **PyPI**: https://pypi.org/project/attrs/
+- **Source Code**: https://github.com/python-attrs/attrs
+- **Documentation**:  https://www.attrs.org/
+- **Changelog**: https://www.attrs.org/en/stable/changelog.html
+- **Get Help**: please use the ``python-attrs`` tag on `StackOverflow <https://stackoverflow.com/questions/tagged/python-attrs>`_
+- **Third-party Extensions**: https://github.com/python-attrs/attrs/wiki/Extensions-to-attrs
+- **Supported Python Versions**: 3.5 and later (last 2.7-compatible release is `21.4.0 <https://pypi.org/project/attrs/21.4.0/>`_)
+
+If you'd like to contribute to ``attrs`` you're most welcome and we've written `a little guide <https://github.com/python-attrs/attrs/blob/main/.github/CONTRIBUTING.md>`_ to get you started!
+
+
+``attrs`` for Enterprise
+------------------------
+
+Available as part of the Tidelift Subscription.
+
+The maintainers of ``attrs`` and thousands of other packages are working with Tidelift to deliver commercial support and maintenance for the open source packages you use to build your applications.
+Save time, reduce risk, and improve code health, while paying the maintainers of the exact packages you use.
+`Learn more. <https://tidelift.com/subscription/pkg/pypi-attrs?utm_source=pypi-attrs&utm_medium=referral&utm_campaign=enterprise&utm_term=repo>`_
+
+
+Release Information
+===================
+
+22.1.0 (2022-07-28)
+-------------------
+
+Backwards-incompatible Changes
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+- Python 2.7 is not supported anymore.
+
+  Dealing with Python 2.7 tooling has become too difficult for a volunteer-run project.
+
+  We have supported Python 2 more than 2 years after it was officially discontinued and feel that we have paid our dues.
+  All version up to 21.4.0 from December 2021 remain fully functional, of course.
+  `#936 <https://github.com/python-attrs/attrs/issues/936>`_
+- The deprecated ``cmp`` attribute of ``attrs.Attribute`` has been removed.
+  This does not affect the *cmp* argument to ``attr.s`` that can be used as a shortcut to set *eq* and *order* at the same time.
+  `#939 <https://github.com/python-attrs/attrs/issues/939>`_
+
+
+Changes
+^^^^^^^
+
+- Instantiation of frozen slotted classes is now faster.
+  `#898 <https://github.com/python-attrs/attrs/issues/898>`_
+- If an ``eq`` key is defined, it is also used before hashing the attribute.
+  `#909 <https://github.com/python-attrs/attrs/issues/909>`_
+- Added ``attrs.validators.min_len()``.
+  `#916 <https://github.com/python-attrs/attrs/issues/916>`_
+- ``attrs.validators.deep_iterable()``'s *member_validator* argument now also accepts a list of validators and wraps them in an ``attrs.validators.and_()``.
+  `#925 <https://github.com/python-attrs/attrs/issues/925>`_
+- Added missing type stub re-imports for ``attrs.converters`` and ``attrs.filters``.
+  `#931 <https://github.com/python-attrs/attrs/issues/931>`_
+- Added missing stub for ``attr(s).cmp_using()``.
+  `#949 <https://github.com/python-attrs/attrs/issues/949>`_
+- ``attrs.validators._in()``'s ``ValueError`` is not missing the attribute, expected options, and the value it got anymore.
+  `#951 <https://github.com/python-attrs/attrs/issues/951>`_
+- Python 3.11 is now officially supported.
+  `#969 <https://github.com/python-attrs/attrs/issues/969>`_
+
+`Full changelog <https://www.attrs.org/en/stable/changelog.html>`_.
+
+Credits
+=======
+
+``attrs`` is written and maintained by `Hynek Schlawack <https://hynek.me/>`_.
+
+The development is kindly supported by `Variomedia AG <https://www.variomedia.de/>`_.
+
+A full list of contributors can be found in `GitHub's overview <https://github.com/python-attrs/attrs/graphs/contributors>`_.
+
+It’s the spiritual successor of `characteristic <https://characteristic.readthedocs.io/>`_ and aspires to fix some of it clunkiness and unfortunate decisions.
+Both were inspired by Twisted’s `FancyEqMixin <https://docs.twisted.org/en/stable/api/twisted.python.util.FancyEqMixin.html>`_ but both are implemented using class decorators because `subclassing is bad for you <https://www.youtube.com/watch?v=3MNVP9-hglc>`_, m’kay?
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new file mode 120000
index 0000000..009162e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attrs/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/09/ec/b1/2c655588010a2ac2ce2da89ff2f177becd5adbcbecad154bbfb78c1203
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diff --git a/venv/lib/python3.8/site-packages/attrs/__init__.pyi b/venv/lib/python3.8/site-packages/attrs/__init__.pyi
new file mode 100644
index 0000000..fc44de4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/attrs/__init__.pyi
@@ -0,0 +1,66 @@
+from typing import (
+    Any,
+    Callable,
+    Dict,
+    Mapping,
+    Optional,
+    Sequence,
+    Tuple,
+    Type,
+)
+
+# Because we need to type our own stuff, we have to make everything from
+# attr explicitly public too.
+from attr import __author__ as __author__
+from attr import __copyright__ as __copyright__
+from attr import __description__ as __description__
+from attr import __email__ as __email__
+from attr import __license__ as __license__
+from attr import __title__ as __title__
+from attr import __url__ as __url__
+from attr import __version__ as __version__
+from attr import __version_info__ as __version_info__
+from attr import _FilterType
+from attr import assoc as assoc
+from attr import Attribute as Attribute
+from attr import cmp_using as cmp_using
+from attr import converters as converters
+from attr import define as define
+from attr import evolve as evolve
+from attr import exceptions as exceptions
+from attr import Factory as Factory
+from attr import field as field
+from attr import fields as fields
+from attr import fields_dict as fields_dict
+from attr import filters as filters
+from attr import frozen as frozen
+from attr import has as has
+from attr import make_class as make_class
+from attr import mutable as mutable
+from attr import NOTHING as NOTHING
+from attr import resolve_types as resolve_types
+from attr import setters as setters
+from attr import validate as validate
+from attr import validators as validators
+
+# TODO: see definition of attr.asdict/astuple
+def asdict(
+    inst: Any,
+    recurse: bool = ...,
+    filter: Optional[_FilterType[Any]] = ...,
+    dict_factory: Type[Mapping[Any, Any]] = ...,
+    retain_collection_types: bool = ...,
+    value_serializer: Optional[
+        Callable[[type, Attribute[Any], Any], Any]
+    ] = ...,
+    tuple_keys: bool = ...,
+) -> Dict[str, Any]: ...
+
+# TODO: add support for returning NamedTuple from the mypy plugin
+def astuple(
+    inst: Any,
+    recurse: bool = ...,
+    filter: Optional[_FilterType[Any]] = ...,
+    tuple_factory: Type[Sequence[Any]] = ...,
+    retain_collection_types: bool = ...,
+) -> Tuple[Any, ...]: ...
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new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/attrs/py.typed b/venv/lib/python3.8/site-packages/attrs/py.typed
new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/INSTALLER
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+pip
diff --git a/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/LICENSE b/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/LICENSE
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+This package contains a modified version of ca-bundle.crt:
+
+ca-bundle.crt -- Bundle of CA Root Certificates
+
+Certificate data from Mozilla as of: Thu Nov  3 19:04:19 2011#
+This is a bundle of X.509 certificates of public Certificate Authorities
+(CA). These were automatically extracted from Mozilla's root certificates
+file (certdata.txt).  This file can be found in the mozilla source tree:
+https://hg.mozilla.org/mozilla-central/file/tip/security/nss/lib/ckfw/builtins/certdata.txt
+It contains the certificates in PEM format and therefore
+can be directly used with curl / libcurl / php_curl, or with
+an Apache+mod_ssl webserver for SSL client authentication.
+Just configure this file as the SSLCACertificateFile.#
+
+***** BEGIN LICENSE BLOCK *****
+This Source Code Form is subject to the terms of the Mozilla Public License,
+v. 2.0. If a copy of the MPL was not distributed with this file, You can obtain
+one at http://mozilla.org/MPL/2.0/.
+
+***** END LICENSE BLOCK *****
+@(#) $RCSfile: certdata.txt,v $ $Revision: 1.80 $ $Date: 2011/11/03 15:11:58 $
diff --git a/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/METADATA b/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/METADATA
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+Metadata-Version: 2.1
+Name: certifi
+Version: 2022.9.24
+Summary: Python package for providing Mozilla's CA Bundle.
+Home-page: https://github.com/certifi/python-certifi
+Author: Kenneth Reitz
+Author-email: me@kennethreitz.com
+License: MPL-2.0
+Project-URL: Source, https://github.com/certifi/python-certifi
+Platform: UNKNOWN
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Mozilla Public License 2.0 (MPL 2.0)
+Classifier: Natural Language :: English
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Requires-Python: >=3.6
+License-File: LICENSE
+
+Certifi: Python SSL Certificates
+================================
+
+Certifi provides Mozilla's carefully curated collection of Root Certificates for
+validating the trustworthiness of SSL certificates while verifying the identity
+of TLS hosts. It has been extracted from the `Requests`_ project.
+
+Installation
+------------
+
+``certifi`` is available on PyPI. Simply install it with ``pip``::
+
+    $ pip install certifi
+
+Usage
+-----
+
+To reference the installed certificate authority (CA) bundle, you can use the
+built-in function::
+
+    >>> import certifi
+
+    >>> certifi.where()
+    '/usr/local/lib/python3.7/site-packages/certifi/cacert.pem'
+
+Or from the command line::
+
+    $ python -m certifi
+    /usr/local/lib/python3.7/site-packages/certifi/cacert.pem
+
+Enjoy!
+
+1024-bit Root Certificates
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+Browsers and certificate authorities have concluded that 1024-bit keys are
+unacceptably weak for certificates, particularly root certificates. For this
+reason, Mozilla has removed any weak (i.e. 1024-bit key) certificate from its
+bundle, replacing it with an equivalent strong (i.e. 2048-bit or greater key)
+certificate from the same CA. Because Mozilla removed these certificates from
+its bundle, ``certifi`` removed them as well.
+
+In previous versions, ``certifi`` provided the ``certifi.old_where()`` function
+to intentionally re-add the 1024-bit roots back into your bundle. This was not
+recommended in production and therefore was removed at the end of 2018.
+
+.. _`Requests`: https://requests.readthedocs.io/en/master/
+
+Addition/Removal of Certificates
+--------------------------------
+
+Certifi does not support any addition/removal or other modification of the
+CA trust store content. This project is intended to provide a reliable and
+highly portable root of trust to python deployments. Look to upstream projects
+for methods to use alternate trust.
+
+
diff --git a/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/RECORD b/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/RECORD
new file mode 100644
index 0000000..59bd1df
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/RECORD
@@ -0,0 +1,16 @@
+certifi-2022.9.24.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+certifi-2022.9.24.dist-info/LICENSE,sha256=oC9sY4-fuE0G93ZMOrCF2K9-2luTwWbaVDEkeQd8b7A,1052
+certifi-2022.9.24.dist-info/METADATA,sha256=33NAOmkqKTCb2u1Ys8Zth7ABWXfEuLgp-5gLp1yK_7A,2911
+certifi-2022.9.24.dist-info/RECORD,,
+certifi-2022.9.24.dist-info/REQUESTED,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+certifi-2022.9.24.dist-info/WHEEL,sha256=ewwEueio1C2XeHTvT17n8dZUJgOvyCWCt0WVNLClP9o,92
+certifi-2022.9.24.dist-info/direct_url.json,sha256=p5X2U1jXaPZKTlEQtU94glepM6F3cTiPCTAFOGUhSzc,253
+certifi-2022.9.24.dist-info/top_level.txt,sha256=KMu4vUCfsjLrkPbSNdgdekS-pVJzBAJFO__nI8NF6-U,8
+certifi/__init__.py,sha256=luDjIGxDSrQ9O0zthdz5Lnt069Z_7eR1GIEefEaf-Ys,94
+certifi/__main__.py,sha256=xBBoj905TUWBLRGANOcf7oi6e-3dMP4cEoG9OyMs11g,243
+certifi/__pycache__/__init__.cpython-38.pyc,,
+certifi/__pycache__/__main__.cpython-38.pyc,,
+certifi/__pycache__/core.cpython-38.pyc,,
+certifi/cacert.pem,sha256=3l8CcWt_qL42030rGieD3SLufICFX0bYtGhDl_EXVPI,286370
+certifi/core.py,sha256=lhewz0zFb2b4ULsQurElmloYwQoecjWzPqY67P8T7iM,4219
+certifi/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
diff --git a/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/REQUESTED b/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/REQUESTED
new file mode 100644
index 0000000..e69de29
diff --git a/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/WHEEL b/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/WHEEL
new file mode 120000
index 0000000..e14c71b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7b/0c/04/b9e8a8d42d977874ef4f5ee7f1d6542603afc82582b7459534b0a53fda
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/direct_url.json
new file mode 100644
index 0000000..d1ee192
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/direct_url.json
@@ -0,0 +1 @@
+{"archive_info": {"hash": "sha256=90c1a32f1d68f940488354e36370f6cca89f0f106db09518524c88d6ed83f382"}, "url": "https://files.pythonhosted.org/packages/1d/38/fa96a426e0c0e68aabc68e896584b83ad1eec779265a028e156ce509630e/certifi-2022.9.24-py3-none-any.whl"}
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/top_level.txt
new file mode 120000
index 0000000..78b421f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/certifi-2022.9.24.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/28/cb/b8/bd409fb232eb90f6d235d81d7a44bea552730402453bffe723c345ebe5
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/certifi/__init__.py b/venv/lib/python3.8/site-packages/certifi/__init__.py
new file mode 100644
index 0000000..af4bcc1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/certifi/__init__.py
@@ -0,0 +1,4 @@
+from .core import contents, where
+
+__all__ = ["contents", "where"]
+__version__ = "2022.09.24"
diff --git a/venv/lib/python3.8/site-packages/certifi/__main__.py b/venv/lib/python3.8/site-packages/certifi/__main__.py
new file mode 120000
index 0000000..1142611
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/certifi/__main__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c4/10/68/8fdd394d45812d118034e71fee88ba7beddd30fe1c1281bd3b232cd758
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/certifi/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/certifi/__pycache__/__init__.cpython-38.pyc
new file mode 100644
index 0000000..80f19d2
Binary files /dev/null and b/venv/lib/python3.8/site-packages/certifi/__pycache__/__init__.cpython-38.pyc differ
diff --git a/venv/lib/python3.8/site-packages/certifi/__pycache__/__main__.cpython-38.pyc b/venv/lib/python3.8/site-packages/certifi/__pycache__/__main__.cpython-38.pyc
new file mode 100644
index 0000000..d5cdd52
Binary files /dev/null and b/venv/lib/python3.8/site-packages/certifi/__pycache__/__main__.cpython-38.pyc differ
diff --git a/venv/lib/python3.8/site-packages/certifi/__pycache__/core.cpython-38.pyc b/venv/lib/python3.8/site-packages/certifi/__pycache__/core.cpython-38.pyc
new file mode 100644
index 0000000..b5206c1
Binary files /dev/null and b/venv/lib/python3.8/site-packages/certifi/__pycache__/core.cpython-38.pyc differ
diff --git a/venv/lib/python3.8/site-packages/certifi/cacert.pem b/venv/lib/python3.8/site-packages/certifi/cacert.pem
new file mode 100644
index 0000000..4005155
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/certifi/cacert.pem
@@ -0,0 +1,4708 @@
+
+# Issuer: CN=GlobalSign Root CA O=GlobalSign nv-sa OU=Root CA
+# Subject: CN=GlobalSign Root CA O=GlobalSign nv-sa OU=Root CA
+# Label: "GlobalSign Root CA"
+# Serial: 4835703278459707669005204
+# MD5 Fingerprint: 3e:45:52:15:09:51:92:e1:b7:5d:37:9f:b1:87:29:8a
+# SHA1 Fingerprint: b1:bc:96:8b:d4:f4:9d:62:2a:a8:9a:81:f2:15:01:52:a4:1d:82:9c
+# SHA256 Fingerprint: eb:d4:10:40:e4:bb:3e:c7:42:c9:e3:81:d3:1e:f2:a4:1a:48:b6:68:5c:96:e7:ce:f3:c1:df:6c:d4:33:1c:99
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Entrust.net Certification Authority (2048) O=Entrust.net OU=www.entrust.net/CPS_2048 incorp. by ref. (limits liab.)/(c) 1999 Entrust.net Limited
+# Subject: CN=Entrust.net Certification Authority (2048) O=Entrust.net OU=www.entrust.net/CPS_2048 incorp. by ref. (limits liab.)/(c) 1999 Entrust.net Limited
+# Label: "Entrust.net Premium 2048 Secure Server CA"
+# Serial: 946069240
+# MD5 Fingerprint: ee:29:31:bc:32:7e:9a:e6:e8:b5:f7:51:b4:34:71:90
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Baltimore CyberTrust Root O=Baltimore OU=CyberTrust
+# Subject: CN=Baltimore CyberTrust Root O=Baltimore OU=CyberTrust
+# Label: "Baltimore CyberTrust Root"
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+# Issuer: CN=Entrust Root Certification Authority O=Entrust, Inc. OU=www.entrust.net/CPS is incorporated by reference/(c) 2006 Entrust, Inc.
+# Subject: CN=Entrust Root Certification Authority O=Entrust, Inc. OU=www.entrust.net/CPS is incorporated by reference/(c) 2006 Entrust, Inc.
+# Label: "Entrust Root Certification Authority"
+# Serial: 1164660820
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+# Issuer: CN=AAA Certificate Services O=Comodo CA Limited
+# Subject: CN=AAA Certificate Services O=Comodo CA Limited
+# Label: "Comodo AAA Services root"
+# Serial: 1
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+# Issuer: CN=QuoVadis Root CA 2 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 2 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 2"
+# Serial: 1289
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=QuoVadis Root CA 3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 3"
+# Serial: 1478
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+-----BEGIN CERTIFICATE-----
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+# Issuer: O=SECOM Trust.net OU=Security Communication RootCA1
+# Subject: O=SECOM Trust.net OU=Security Communication RootCA1
+# Label: "Security Communication Root CA"
+# Serial: 0
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=XRamp Global Certification Authority O=XRamp Security Services Inc OU=www.xrampsecurity.com
+# Subject: CN=XRamp Global Certification Authority O=XRamp Security Services Inc OU=www.xrampsecurity.com
+# Label: "XRamp Global CA Root"
+# Serial: 107108908803651509692980124233745014957
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: O=The Go Daddy Group, Inc. OU=Go Daddy Class 2 Certification Authority
+# Subject: O=The Go Daddy Group, Inc. OU=Go Daddy Class 2 Certification Authority
+# Label: "Go Daddy Class 2 CA"
+# Serial: 0
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+-----BEGIN CERTIFICATE-----
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+# Issuer: O=Starfield Technologies, Inc. OU=Starfield Class 2 Certification Authority
+# Subject: O=Starfield Technologies, Inc. OU=Starfield Class 2 Certification Authority
+# Label: "Starfield Class 2 CA"
+# Serial: 0
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
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+# Issuer: CN=DigiCert Assured ID Root CA O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Assured ID Root CA O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Assured ID Root CA"
+# Serial: 17154717934120587862167794914071425081
+# MD5 Fingerprint: 87:ce:0b:7b:2a:0e:49:00:e1:58:71:9b:37:a8:93:72
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=DigiCert Global Root CA O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Global Root CA O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Global Root CA"
+# Serial: 10944719598952040374951832963794454346
+# MD5 Fingerprint: 79:e4:a9:84:0d:7d:3a:96:d7:c0:4f:e2:43:4c:89:2e
+# SHA1 Fingerprint: a8:98:5d:3a:65:e5:e5:c4:b2:d7:d6:6d:40:c6:dd:2f:b1:9c:54:36
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=DigiCert High Assurance EV Root CA O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert High Assurance EV Root CA O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert High Assurance EV Root CA"
+# Serial: 3553400076410547919724730734378100087
+# MD5 Fingerprint: d4:74:de:57:5c:39:b2:d3:9c:85:83:c5:c0:65:49:8a
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SwissSign Gold CA - G2 O=SwissSign AG
+# Subject: CN=SwissSign Gold CA - G2 O=SwissSign AG
+# Label: "SwissSign Gold CA - G2"
+# Serial: 13492815561806991280
+# MD5 Fingerprint: 24:77:d9:a8:91:d1:3b:fa:88:2d:c2:ff:f8:cd:33:93
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=SwissSign Silver CA - G2 O=SwissSign AG
+# Subject: CN=SwissSign Silver CA - G2 O=SwissSign AG
+# Label: "SwissSign Silver CA - G2"
+# Serial: 5700383053117599563
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=SecureTrust CA O=SecureTrust Corporation
+# Subject: CN=SecureTrust CA O=SecureTrust Corporation
+# Label: "SecureTrust CA"
+# Serial: 17199774589125277788362757014266862032
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Secure Global CA O=SecureTrust Corporation
+# Subject: CN=Secure Global CA O=SecureTrust Corporation
+# Label: "Secure Global CA"
+# Serial: 9751836167731051554232119481456978597
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=COMODO Certification Authority O=COMODO CA Limited
+# Subject: CN=COMODO Certification Authority O=COMODO CA Limited
+# Label: "COMODO Certification Authority"
+# Serial: 104350513648249232941998508985834464573
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Network Solutions Certificate Authority O=Network Solutions L.L.C.
+# Subject: CN=Network Solutions Certificate Authority O=Network Solutions L.L.C.
+# Label: "Network Solutions Certificate Authority"
+# Serial: 116697915152937497490437556386812487904
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=COMODO ECC Certification Authority O=COMODO CA Limited
+# Subject: CN=COMODO ECC Certification Authority O=COMODO CA Limited
+# Label: "COMODO ECC Certification Authority"
+# Serial: 41578283867086692638256921589707938090
+# MD5 Fingerprint: 7c:62:ff:74:9d:31:53:5e:68:4a:d5:78:aa:1e:bf:23
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Certigna O=Dhimyotis
+# Subject: CN=Certigna O=Dhimyotis
+# Label: "Certigna"
+# Serial: 18364802974209362175
+# MD5 Fingerprint: ab:57:a6:5b:7d:42:82:19:b5:d8:58:26:28:5e:fd:ff
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: O=Chunghwa Telecom Co., Ltd. OU=ePKI Root Certification Authority
+# Subject: O=Chunghwa Telecom Co., Ltd. OU=ePKI Root Certification Authority
+# Label: "ePKI Root Certification Authority"
+# Serial: 28956088682735189655030529057352760477
+# MD5 Fingerprint: 1b:2e:00:ca:26:06:90:3d:ad:fe:6f:15:68:d3:6b:b3
+# SHA1 Fingerprint: 67:65:0d:f1:7e:8e:7e:5b:82:40:a4:f4:56:4b:cf:e2:3d:69:c6:f0
+# SHA256 Fingerprint: c0:a6:f4:dc:63:a2:4b:fd:cf:54:ef:2a:6a:08:2a:0a:72:de:35:80:3e:2f:f5:ff:52:7a:e5:d8:72:06:df:d5
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: O=certSIGN OU=certSIGN ROOT CA
+# Subject: O=certSIGN OU=certSIGN ROOT CA
+# Label: "certSIGN ROOT CA"
+# Serial: 35210227249154
+# MD5 Fingerprint: 18:98:c0:d6:e9:3a:fc:f9:b0:f5:0c:f7:4b:01:44:17
+# SHA1 Fingerprint: fa:b7:ee:36:97:26:62:fb:2d:b0:2a:f6:bf:03:fd:e8:7c:4b:2f:9b
+# SHA256 Fingerprint: ea:a9:62:c4:fa:4a:6b:af:eb:e4:15:19:6d:35:1c:cd:88:8d:4f:53:f3:fa:8a:e6:d7:c4:66:a9:4e:60:42:bb
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
+# Subject: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
+# Label: "NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny"
+# Serial: 80544274841616
+# MD5 Fingerprint: c5:a1:b7:ff:73:dd:d6:d7:34:32:18:df:fc:3c:ad:88
+# SHA1 Fingerprint: 06:08:3f:59:3f:15:a1:04:a0:69:a4:6b:a9:03:d0:06:b7:97:09:91
+# SHA256 Fingerprint: 6c:61:da:c3:a2:de:f0:31:50:6b:e0:36:d2:a6:fe:40:19:94:fb:d1:3d:f9:c8:d4:66:59:92:74:c4:46:ec:98
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Hongkong Post Root CA 1 O=Hongkong Post
+# Subject: CN=Hongkong Post Root CA 1 O=Hongkong Post
+# Label: "Hongkong Post Root CA 1"
+# Serial: 1000
+# MD5 Fingerprint: a8:0d:6f:39:78:b9:43:6d:77:42:6d:98:5a:cc:23:ca
+# SHA1 Fingerprint: d6:da:a8:20:8d:09:d2:15:4d:24:b5:2f:cb:34:6e:b2:58:b2:8a:58
+# SHA256 Fingerprint: f9:e6:7d:33:6c:51:00:2a:c0:54:c6:32:02:2d:66:dd:a2:e7:e3:ff:f1:0a:d0:61:ed:31:d8:bb:b4:10:cf:b2
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SecureSign RootCA11 O=Japan Certification Services, Inc.
+# Subject: CN=SecureSign RootCA11 O=Japan Certification Services, Inc.
+# Label: "SecureSign RootCA11"
+# Serial: 1
+# MD5 Fingerprint: b7:52:74:e2:92:b4:80:93:f2:75:e4:cc:d7:f2:ea:26
+# SHA1 Fingerprint: 3b:c4:9f:48:f8:f3:73:a0:9c:1e:bd:f8:5b:b1:c3:65:c7:d8:11:b3
+# SHA256 Fingerprint: bf:0f:ee:fb:9e:3a:58:1a:d5:f9:e9:db:75:89:98:57:43:d2:61:08:5c:4d:31:4f:6f:5d:72:59:aa:42:16:12
+-----BEGIN CERTIFICATE-----
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+# Label: "Microsec e-Szigno Root CA 2009"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R3
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+# Label: "GlobalSign Root CA - R3"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Autoridad de Certificacion Firmaprofesional CIF A62634068
+# Subject: CN=Autoridad de Certificacion Firmaprofesional CIF A62634068
+# Label: "Autoridad de Certificacion Firmaprofesional CIF A62634068"
+# Serial: 6047274297262753887
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Izenpe.com O=IZENPE S.A.
+# Subject: CN=Izenpe.com O=IZENPE S.A.
+# Label: "Izenpe.com"
+# Serial: 917563065490389241595536686991402621
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Go Daddy Root Certificate Authority - G2 O=GoDaddy.com, Inc.
+# Subject: CN=Go Daddy Root Certificate Authority - G2 O=GoDaddy.com, Inc.
+# Label: "Go Daddy Root Certificate Authority - G2"
+# Serial: 0
+# MD5 Fingerprint: 80:3a:bc:22:c1:e6:fb:8d:9b:3b:27:4a:32:1b:9a:01
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+-----BEGIN CERTIFICATE-----
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+# Label: "Starfield Root Certificate Authority - G2"
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+# Label: "Starfield Services Root Certificate Authority - G2"
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+-----BEGIN CERTIFICATE-----
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+# Label: "AffirmTrust Commercial"
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+-----BEGIN CERTIFICATE-----
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+# Label: "AffirmTrust Networking"
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+# Label: "AffirmTrust Premium"
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+# Issuer: CN=AffirmTrust Premium ECC O=AffirmTrust
+# Subject: CN=AffirmTrust Premium ECC O=AffirmTrust
+# Label: "AffirmTrust Premium ECC"
+# Serial: 8401224907861490260
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Certum Trusted Network CA O=Unizeto Technologies S.A. OU=Certum Certification Authority
+# Subject: CN=Certum Trusted Network CA O=Unizeto Technologies S.A. OU=Certum Certification Authority
+# Label: "Certum Trusted Network CA"
+# Serial: 279744
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=TWCA Root Certification Authority O=TAIWAN-CA OU=Root CA
+# Subject: CN=TWCA Root Certification Authority O=TAIWAN-CA OU=Root CA
+# Label: "TWCA Root Certification Authority"
+# Serial: 1
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+-----BEGIN CERTIFICATE-----
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+# Issuer: O=SECOM Trust Systems CO.,LTD. OU=Security Communication RootCA2
+# Subject: O=SECOM Trust Systems CO.,LTD. OU=Security Communication RootCA2
+# Label: "Security Communication RootCA2"
+# Serial: 0
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Actalis Authentication Root CA O=Actalis S.p.A./03358520967
+# Subject: CN=Actalis Authentication Root CA O=Actalis S.p.A./03358520967
+# Label: "Actalis Authentication Root CA"
+# Serial: 6271844772424770508
+# MD5 Fingerprint: 69:c1:0d:4f:07:a3:1b:c3:fe:56:3d:04:bc:11:f6:a6
+# SHA1 Fingerprint: f3:73:b3:87:06:5a:28:84:8a:f2:f3:4a:ce:19:2b:dd:c7:8e:9c:ac
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Buypass Class 2 Root CA O=Buypass AS-983163327
+# Subject: CN=Buypass Class 2 Root CA O=Buypass AS-983163327
+# Label: "Buypass Class 2 Root CA"
+# Serial: 2
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Buypass Class 3 Root CA O=Buypass AS-983163327
+# Subject: CN=Buypass Class 3 Root CA O=Buypass AS-983163327
+# Label: "Buypass Class 3 Root CA"
+# Serial: 2
+# MD5 Fingerprint: 3d:3b:18:9e:2c:64:5a:e8:d5:88:ce:0e:f9:37:c2:ec
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=T-TeleSec GlobalRoot Class 3 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Subject: CN=T-TeleSec GlobalRoot Class 3 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Label: "T-TeleSec GlobalRoot Class 3"
+# Serial: 1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST Root Class 3 CA 2 2009 O=D-Trust GmbH
+# Subject: CN=D-TRUST Root Class 3 CA 2 2009 O=D-Trust GmbH
+# Label: "D-TRUST Root Class 3 CA 2 2009"
+# Serial: 623603
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST Root Class 3 CA 2 EV 2009 O=D-Trust GmbH
+# Subject: CN=D-TRUST Root Class 3 CA 2 EV 2009 O=D-Trust GmbH
+# Label: "D-TRUST Root Class 3 CA 2 EV 2009"
+# Serial: 623604
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=CA Disig Root R2 O=Disig a.s.
+# Subject: CN=CA Disig Root R2 O=Disig a.s.
+# Label: "CA Disig Root R2"
+# Serial: 10572350602393338211
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=ACCVRAIZ1 O=ACCV OU=PKIACCV
+# Subject: CN=ACCVRAIZ1 O=ACCV OU=PKIACCV
+# Label: "ACCVRAIZ1"
+# Serial: 6828503384748696800
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
+# Subject: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
+# Label: "TWCA Global Root CA"
+# Serial: 3262
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=TeliaSonera Root CA v1 O=TeliaSonera
+# Subject: CN=TeliaSonera Root CA v1 O=TeliaSonera
+# Label: "TeliaSonera Root CA v1"
+# Serial: 199041966741090107964904287217786801558
+# MD5 Fingerprint: 37:41:49:1b:18:56:9a:26:f5:ad:c2:66:fb:40:a5:4c
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=E-Tugra Certification Authority O=E-Tu\u011fra EBG Bili\u015fim Teknolojileri ve Hizmetleri A.\u015e. OU=E-Tugra Sertifikasyon Merkezi
+# Subject: CN=E-Tugra Certification Authority O=E-Tu\u011fra EBG Bili\u015fim Teknolojileri ve Hizmetleri A.\u015e. OU=E-Tugra Sertifikasyon Merkezi
+# Label: "E-Tugra Certification Authority"
+# Serial: 7667447206703254355
+# MD5 Fingerprint: b8:a1:03:63:b0:bd:21:71:70:8a:6f:13:3a:bb:79:49
+# SHA1 Fingerprint: 51:c6:e7:08:49:06:6e:f3:92:d4:5c:a0:0d:6d:a3:62:8f:c3:52:39
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Subject: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Label: "T-TeleSec GlobalRoot Class 2"
+# Serial: 1
+# MD5 Fingerprint: 2b:9b:9e:e4:7b:6c:1f:00:72:1a:cc:c1:77:79:df:6a
+# SHA1 Fingerprint: 59:0d:2d:7d:88:4f:40:2e:61:7e:a5:62:32:17:65:cf:17:d8:94:e9
+# SHA256 Fingerprint: 91:e2:f5:78:8d:58:10:eb:a7:ba:58:73:7d:e1:54:8a:8e:ca:cd:01:45:98:bc:0b:14:3e:04:1b:17:05:25:52
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Atos TrustedRoot 2011 O=Atos
+# Subject: CN=Atos TrustedRoot 2011 O=Atos
+# Label: "Atos TrustedRoot 2011"
+# Serial: 6643877497813316402
+# MD5 Fingerprint: ae:b9:c4:32:4b:ac:7f:5d:66:cc:77:94:bb:2a:77:56
+# SHA1 Fingerprint: 2b:b1:f5:3e:55:0c:1d:c5:f1:d4:e6:b7:6a:46:4b:55:06:02:ac:21
+# SHA256 Fingerprint: f3:56:be:a2:44:b7:a9:1e:b3:5d:53:ca:9a:d7:86:4a:ce:01:8e:2d:35:d5:f8:f9:6d:df:68:a6:f4:1a:a4:74
+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 1 G3"
+# Serial: 687049649626669250736271037606554624078720034195
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 2 G3"
+# Serial: 390156079458959257446133169266079962026824725800
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=QuoVadis Root CA 3 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 3 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 3 G3"
+# Serial: 268090761170461462463995952157327242137089239581
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Assured ID Root G2"
+# Serial: 15385348160840213938643033620894905419
+# MD5 Fingerprint: 92:38:b9:f8:63:24:82:65:2c:57:33:e6:fe:81:8f:9d
+# SHA1 Fingerprint: a1:4b:48:d9:43:ee:0a:0e:40:90:4f:3c:e0:a4:c0:91:93:51:5d:3f
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Assured ID Root G3"
+# Serial: 15459312981008553731928384953135426796
+# MD5 Fingerprint: 7c:7f:65:31:0c:81:df:8d:ba:3e:99:e2:5c:ad:6e:fb
+# SHA1 Fingerprint: f5:17:a2:4f:9a:48:c6:c9:f8:a2:00:26:9f:dc:0f:48:2c:ab:30:89
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Global Root G2"
+# Serial: 4293743540046975378534879503202253541
+# MD5 Fingerprint: e4:a6:8a:c8:54:ac:52:42:46:0a:fd:72:48:1b:2a:44
+# SHA1 Fingerprint: df:3c:24:f9:bf:d6:66:76:1b:26:80:73:fe:06:d1:cc:8d:4f:82:a4
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Global Root G3"
+# Serial: 7089244469030293291760083333884364146
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Trusted Root G4"
+# Serial: 7451500558977370777930084869016614236
+# MD5 Fingerprint: 78:f2:fc:aa:60:1f:2f:b4:eb:c9:37:ba:53:2e:75:49
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=COMODO RSA Certification Authority O=COMODO CA Limited
+# Subject: CN=COMODO RSA Certification Authority O=COMODO CA Limited
+# Label: "COMODO RSA Certification Authority"
+# Serial: 101909084537582093308941363524873193117
+# MD5 Fingerprint: 1b:31:b0:71:40:36:cc:14:36:91:ad:c4:3e:fd:ec:18
+# SHA1 Fingerprint: af:e5:d2:44:a8:d1:19:42:30:ff:47:9f:e2:f8:97:bb:cd:7a:8c:b4
+# SHA256 Fingerprint: 52:f0:e1:c4:e5:8e:c6:29:29:1b:60:31:7f:07:46:71:b8:5d:7e:a8:0d:5b:07:27:34:63:53:4b:32:b4:02:34
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
+# Subject: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
+# Label: "USERTrust RSA Certification Authority"
+# Serial: 2645093764781058787591871645665788717
+# MD5 Fingerprint: 1b:fe:69:d1:91:b7:19:33:a3:72:a8:0f:e1:55:e5:b5
+# SHA1 Fingerprint: 2b:8f:1b:57:33:0d:bb:a2:d0:7a:6c:51:f7:0e:e9:0d:da:b9:ad:8e
+# SHA256 Fingerprint: e7:93:c9:b0:2f:d8:aa:13:e2:1c:31:22:8a:cc:b0:81:19:64:3b:74:9c:89:89:64:b1:74:6d:46:c3:d4:cb:d2
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=USERTrust ECC Certification Authority O=The USERTRUST Network
+# Subject: CN=USERTrust ECC Certification Authority O=The USERTRUST Network
+# Label: "USERTrust ECC Certification Authority"
+# Serial: 123013823720199481456569720443997572134
+# MD5 Fingerprint: fa:68:bc:d9:b5:7f:ad:fd:c9:1d:06:83:28:cc:24:c1
+# SHA1 Fingerprint: d1:cb:ca:5d:b2:d5:2a:7f:69:3b:67:4d:e5:f0:5a:1d:0c:95:7d:f0
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R5
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R5
+# Label: "GlobalSign ECC Root CA - R5"
+# Serial: 32785792099990507226680698011560947931244
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Staat der Nederlanden EV Root CA O=Staat der Nederlanden
+# Subject: CN=Staat der Nederlanden EV Root CA O=Staat der Nederlanden
+# Label: "Staat der Nederlanden EV Root CA"
+# Serial: 10000013
+# MD5 Fingerprint: fc:06:af:7b:e8:1a:f1:9a:b4:e8:d2:70:1f:c0:f5:ba
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=IdenTrust Commercial Root CA 1 O=IdenTrust
+# Subject: CN=IdenTrust Commercial Root CA 1 O=IdenTrust
+# Label: "IdenTrust Commercial Root CA 1"
+# Serial: 13298821034946342390520003877796839426
+# MD5 Fingerprint: b3:3e:77:73:75:ee:a0:d3:e3:7e:49:63:49:59:bb:c7
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=IdenTrust Public Sector Root CA 1 O=IdenTrust
+# Subject: CN=IdenTrust Public Sector Root CA 1 O=IdenTrust
+# Label: "IdenTrust Public Sector Root CA 1"
+# Serial: 13298821034946342390521976156843933698
+# MD5 Fingerprint: 37:06:a5:b0:fc:89:9d:ba:f4:6b:8c:1a:64:cd:d5:ba
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Entrust Root Certification Authority - G2 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2009 Entrust, Inc. - for authorized use only
+# Subject: CN=Entrust Root Certification Authority - G2 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2009 Entrust, Inc. - for authorized use only
+# Label: "Entrust Root Certification Authority - G2"
+# Serial: 1246989352
+# MD5 Fingerprint: 4b:e2:c9:91:96:65:0c:f4:0e:5a:93:92:a0:0a:fe:b2
+# SHA1 Fingerprint: 8c:f4:27:fd:79:0c:3a:d1:66:06:8d:e8:1e:57:ef:bb:93:22:72:d4
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Entrust Root Certification Authority - EC1 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2012 Entrust, Inc. - for authorized use only
+# Subject: CN=Entrust Root Certification Authority - EC1 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2012 Entrust, Inc. - for authorized use only
+# Label: "Entrust Root Certification Authority - EC1"
+# Serial: 51543124481930649114116133369
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=CFCA EV ROOT O=China Financial Certification Authority
+# Subject: CN=CFCA EV ROOT O=China Financial Certification Authority
+# Label: "CFCA EV ROOT"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=OISTE WISeKey Global Root GB CA O=WISeKey OU=OISTE Foundation Endorsed
+# Subject: CN=OISTE WISeKey Global Root GB CA O=WISeKey OU=OISTE Foundation Endorsed
+# Label: "OISTE WISeKey Global Root GB CA"
+# Serial: 157768595616588414422159278966750757568
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=SZAFIR ROOT CA2 O=Krajowa Izba Rozliczeniowa S.A.
+# Subject: CN=SZAFIR ROOT CA2 O=Krajowa Izba Rozliczeniowa S.A.
+# Label: "SZAFIR ROOT CA2"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Certum Trusted Network CA 2 O=Unizeto Technologies S.A. OU=Certum Certification Authority
+# Subject: CN=Certum Trusted Network CA 2 O=Unizeto Technologies S.A. OU=Certum Certification Authority
+# Label: "Certum Trusted Network CA 2"
+# Serial: 44979900017204383099463764357512596969
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Hellenic Academic and Research Institutions RootCA 2015 O=Hellenic Academic and Research Institutions Cert. Authority
+# Subject: CN=Hellenic Academic and Research Institutions RootCA 2015 O=Hellenic Academic and Research Institutions Cert. Authority
+# Label: "Hellenic Academic and Research Institutions RootCA 2015"
+# Serial: 0
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+-----BEGIN CERTIFICATE-----
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Amazon Root CA 1 O=Amazon
+# Subject: CN=Amazon Root CA 1 O=Amazon
+# Label: "Amazon Root CA 1"
+# Serial: 143266978916655856878034712317230054538369994
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Amazon Root CA 2 O=Amazon
+# Subject: CN=Amazon Root CA 2 O=Amazon
+# Label: "Amazon Root CA 2"
+# Serial: 143266982885963551818349160658925006970653239
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 3 O=Amazon
+# Subject: CN=Amazon Root CA 3 O=Amazon
+# Label: "Amazon Root CA 3"
+# Serial: 143266986699090766294700635381230934788665930
+# MD5 Fingerprint: a0:d4:ef:0b:f7:b5:d8:49:95:2a:ec:f5:c4:fc:81:87
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 4 O=Amazon
+# Subject: CN=Amazon Root CA 4 O=Amazon
+# Label: "Amazon Root CA 4"
+# Serial: 143266989758080763974105200630763877849284878
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
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+# Label: "TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1"
+# Serial: 1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
+# Subject: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
+# Label: "GDCA TrustAUTH R5 ROOT"
+# Serial: 9009899650740120186
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=TrustCor RootCert CA-1 O=TrustCor Systems S. de R.L. OU=TrustCor Certificate Authority
+# Subject: CN=TrustCor RootCert CA-1 O=TrustCor Systems S. de R.L. OU=TrustCor Certificate Authority
+# Label: "TrustCor RootCert CA-1"
+# Serial: 15752444095811006489
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=TrustCor RootCert CA-2 O=TrustCor Systems S. de R.L. OU=TrustCor Certificate Authority
+# Subject: CN=TrustCor RootCert CA-2 O=TrustCor Systems S. de R.L. OU=TrustCor Certificate Authority
+# Label: "TrustCor RootCert CA-2"
+# Serial: 2711694510199101698
+# MD5 Fingerprint: a2:e1:f8:18:0b:ba:45:d5:c7:41:2a:bb:37:52:45:64
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=TrustCor ECA-1 O=TrustCor Systems S. de R.L. OU=TrustCor Certificate Authority
+# Label: "TrustCor ECA-1"
+# Serial: 9548242946988625984
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
+# Subject: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
+# Label: "SSL.com Root Certification Authority RSA"
+# Serial: 8875640296558310041
+# MD5 Fingerprint: 86:69:12:c0:70:f1:ec:ac:ac:c2:d5:bc:a5:5b:a1:29
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
+# Subject: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
+# Label: "SSL.com Root Certification Authority ECC"
+# Serial: 8495723813297216424
+# MD5 Fingerprint: 2e:da:e4:39:7f:9c:8f:37:d1:70:9f:26:17:51:3a:8e
+# SHA1 Fingerprint: c3:19:7c:39:24:e6:54:af:1b:c4:ab:20:95:7a:e2:c3:0e:13:02:6a
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
+# Subject: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
+# Label: "SSL.com EV Root Certification Authority RSA R2"
+# Serial: 6248227494352943350
+# MD5 Fingerprint: e1:1e:31:58:1a:ae:54:53:02:f6:17:6a:11:7b:4d:95
+# SHA1 Fingerprint: 74:3a:f0:52:9b:d0:32:a0:f4:4a:83:cd:d4:ba:a9:7b:7c:2e:c4:9a
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
+# Subject: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
+# Label: "SSL.com EV Root Certification Authority ECC"
+# Serial: 3182246526754555285
+# MD5 Fingerprint: 59:53:22:65:83:42:01:54:c0:ce:42:b9:5a:7c:f2:90
+# SHA1 Fingerprint: 4c:dd:51:a3:d1:f5:20:32:14:b0:c6:c5:32:23:03:91:c7:46:42:6d
+# SHA256 Fingerprint: 22:a2:c1:f7:bd:ed:70:4c:c1:e7:01:b5:f4:08:c3:10:88:0f:e9:56:b5:de:2a:4a:44:f9:9c:87:3a:25:a7:c8
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
+# Label: "GlobalSign Root CA - R6"
+# Serial: 1417766617973444989252670301619537
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
+# Subject: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
+# Label: "OISTE WISeKey Global Root GC CA"
+# Serial: 44084345621038548146064804565436152554
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=UCA Global G2 Root O=UniTrust
+# Subject: CN=UCA Global G2 Root O=UniTrust
+# Label: "UCA Global G2 Root"
+# Serial: 124779693093741543919145257850076631279
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=UCA Extended Validation Root O=UniTrust
+# Subject: CN=UCA Extended Validation Root O=UniTrust
+# Label: "UCA Extended Validation Root"
+# Serial: 106100277556486529736699587978573607008
+# MD5 Fingerprint: a1:f3:5f:43:c6:34:9b:da:bf:8c:7e:05:53:ad:96:e2
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
+# Subject: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
+# Label: "Certigna Root CA"
+# Serial: 269714418870597844693661054334862075617
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=emSign Root CA - G1 O=eMudhra Technologies Limited OU=emSign PKI
+# Subject: CN=emSign Root CA - G1 O=eMudhra Technologies Limited OU=emSign PKI
+# Label: "emSign Root CA - G1"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=emSign ECC Root CA - G3 O=eMudhra Technologies Limited OU=emSign PKI
+# Subject: CN=emSign ECC Root CA - G3 O=eMudhra Technologies Limited OU=emSign PKI
+# Label: "emSign ECC Root CA - G3"
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+# Issuer: CN=emSign Root CA - C1 O=eMudhra Inc OU=emSign PKI
+# Subject: CN=emSign Root CA - C1 O=eMudhra Inc OU=emSign PKI
+# Label: "emSign Root CA - C1"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=emSign ECC Root CA - C3 O=eMudhra Inc OU=emSign PKI
+# Subject: CN=emSign ECC Root CA - C3 O=eMudhra Inc OU=emSign PKI
+# Label: "emSign ECC Root CA - C3"
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+# Issuer: CN=Entrust Root Certification Authority - G4 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2015 Entrust, Inc. - for authorized use only
+# Subject: CN=Entrust Root Certification Authority - G4 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2015 Entrust, Inc. - for authorized use only
+# Label: "Entrust Root Certification Authority - G4"
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
+# Subject: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
+# Label: "Microsoft ECC Root Certificate Authority 2017"
+# Serial: 136839042543790627607696632466672567020
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
+# Subject: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
+# Label: "Microsoft RSA Root Certificate Authority 2017"
+# Serial: 40975477897264996090493496164228220339
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=e-Szigno Root CA 2017 O=Microsec Ltd.
+# Subject: CN=e-Szigno Root CA 2017 O=Microsec Ltd.
+# Label: "e-Szigno Root CA 2017"
+# Serial: 411379200276854331539784714
+# MD5 Fingerprint: de:1f:f6:9e:84:ae:a7:b4:21:ce:1e:58:7d:d1:84:98
+# SHA1 Fingerprint: 89:d4:83:03:4f:9e:9a:48:80:5f:72:37:d4:a9:a6:ef:cb:7c:1f:d1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
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+# Issuer: O=CERTSIGN SA OU=certSIGN ROOT CA G2
+# Subject: O=CERTSIGN SA OU=certSIGN ROOT CA G2
+# Label: "certSIGN Root CA G2"
+# Serial: 313609486401300475190
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Trustwave Global Certification Authority O=Trustwave Holdings, Inc.
+# Subject: CN=Trustwave Global Certification Authority O=Trustwave Holdings, Inc.
+# Label: "Trustwave Global Certification Authority"
+# Serial: 1846098327275375458322922162
+# MD5 Fingerprint: f8:1c:18:2d:2f:ba:5f:6d:a1:6c:bc:c7:ab:91:c7:0e
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Trustwave Global ECC P256 Certification Authority O=Trustwave Holdings, Inc.
+# Subject: CN=Trustwave Global ECC P256 Certification Authority O=Trustwave Holdings, Inc.
+# Label: "Trustwave Global ECC P256 Certification Authority"
+# Serial: 4151900041497450638097112925
+# MD5 Fingerprint: 5b:44:e3:8d:5d:36:86:26:e8:0d:05:d2:59:a7:83:54
+# SHA1 Fingerprint: b4:90:82:dd:45:0c:be:8b:5b:b1:66:d3:e2:a4:08:26:cd:ed:42:cf
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Trustwave Global ECC P384 Certification Authority O=Trustwave Holdings, Inc.
+# Subject: CN=Trustwave Global ECC P384 Certification Authority O=Trustwave Holdings, Inc.
+# Label: "Trustwave Global ECC P384 Certification Authority"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
+# Subject: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
+# Label: "NAVER Global Root Certification Authority"
+# Serial: 9013692873798656336226253319739695165984492813
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=AC RAIZ FNMT-RCM SERVIDORES SEGUROS O=FNMT-RCM OU=Ceres
+# Subject: CN=AC RAIZ FNMT-RCM SERVIDORES SEGUROS O=FNMT-RCM OU=Ceres
+# Label: "AC RAIZ FNMT-RCM SERVIDORES SEGUROS"
+# Serial: 131542671362353147877283741781055151509
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GlobalSign Root R46 O=GlobalSign nv-sa
+# Subject: CN=GlobalSign Root R46 O=GlobalSign nv-sa
+# Label: "GlobalSign Root R46"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GlobalSign Root E46 O=GlobalSign nv-sa
+# Subject: CN=GlobalSign Root E46 O=GlobalSign nv-sa
+# Label: "GlobalSign Root E46"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GLOBALTRUST 2020 O=e-commerce monitoring GmbH
+# Subject: CN=GLOBALTRUST 2020 O=e-commerce monitoring GmbH
+# Label: "GLOBALTRUST 2020"
+# Serial: 109160994242082918454945253
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=ANF Secure Server Root CA O=ANF Autoridad de Certificacion OU=ANF CA Raiz
+# Subject: CN=ANF Secure Server Root CA O=ANF Autoridad de Certificacion OU=ANF CA Raiz
+# Label: "ANF Secure Server Root CA"
+# Serial: 996390341000653745
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Subject: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Label: "Certum EC-384 CA"
+# Serial: 160250656287871593594747141429395092468
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Subject: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Label: "Certum Trusted Root CA"
+# Serial: 40870380103424195783807378461123655149
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=TunTrust Root CA O=Agence Nationale de Certification Electronique
+# Subject: CN=TunTrust Root CA O=Agence Nationale de Certification Electronique
+# Label: "TunTrust Root CA"
+# Serial: 108534058042236574382096126452369648152337120275
+# MD5 Fingerprint: 85:13:b9:90:5b:36:5c:b6:5e:b8:5a:f8:e0:31:57:b4
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Subject: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Label: "HARICA TLS RSA Root CA 2021"
+# Serial: 76817823531813593706434026085292783742
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=HARICA TLS ECC Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Label: "HARICA TLS ECC Root CA 2021"
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+# Subject: CN=Autoridad de Certificacion Firmaprofesional CIF A62634068
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+# Subject: CN=vTrus ECC Root CA O=iTrusChina Co.,Ltd.
+# Label: "vTrus ECC Root CA"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=vTrus Root CA O=iTrusChina Co.,Ltd.
+# Subject: CN=vTrus Root CA O=iTrusChina Co.,Ltd.
+# Label: "vTrus Root CA"
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+# Label: "ISRG Root X2"
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=HiPKI Root CA - G1 O=Chunghwa Telecom Co., Ltd.
+# Label: "HiPKI Root CA - G1"
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R4
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R4
+# Label: "GlobalSign ECC Root CA - R4"
+# Serial: 159662223612894884239637590694
+# MD5 Fingerprint: 26:29:f8:6d:e1:88:bf:a2:65:7f:aa:c4:cd:0f:7f:fc
+# SHA1 Fingerprint: 6b:a0:b0:98:e1:71:ef:5a:ad:fe:48:15:80:77:10:f4:bd:6f:0b:28
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=GTS Root R1 O=Google Trust Services LLC
+# Subject: CN=GTS Root R1 O=Google Trust Services LLC
+# Label: "GTS Root R1"
+# Serial: 159662320309726417404178440727
+# MD5 Fingerprint: 05:fe:d0:bf:71:a8:a3:76:63:da:01:e0:d8:52:dc:40
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GTS Root R2 O=Google Trust Services LLC
+# Subject: CN=GTS Root R2 O=Google Trust Services LLC
+# Label: "GTS Root R2"
+# Serial: 159662449406622349769042896298
+# MD5 Fingerprint: 1e:39:c0:53:e6:1e:29:82:0b:ca:52:55:36:5d:57:dc
+# SHA1 Fingerprint: 9a:44:49:76:32:db:de:fa:d0:bc:fb:5a:7b:17:bd:9e:56:09:24:94
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GTS Root R3 O=Google Trust Services LLC
+# Subject: CN=GTS Root R3 O=Google Trust Services LLC
+# Label: "GTS Root R3"
+# Serial: 159662495401136852707857743206
+# MD5 Fingerprint: 3e:e7:9d:58:02:94:46:51:94:e5:e0:22:4a:8b:e7:73
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=GTS Root R4 O=Google Trust Services LLC
+# Subject: CN=GTS Root R4 O=Google Trust Services LLC
+# Label: "GTS Root R4"
+# Serial: 159662532700760215368942768210
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Telia Root CA v2 O=Telia Finland Oyj
+# Subject: CN=Telia Root CA v2 O=Telia Finland Oyj
+# Label: "Telia Root CA v2"
+# Serial: 7288924052977061235122729490515358
+# MD5 Fingerprint: 0e:8f:ac:aa:82:df:85:b1:f4:dc:10:1c:fc:99:d9:48
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
+# Subject: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
+# Label: "D-TRUST BR Root CA 1 2020"
+# Serial: 165870826978392376648679885835942448534
+# MD5 Fingerprint: b5:aa:4b:d5:ed:f7:e3:55:2e:8f:72:0a:f3:75:b8:ed
+# SHA1 Fingerprint: 1f:5b:98:f0:e3:b5:f7:74:3c:ed:e6:b0:36:7d:32:cd:f4:09:41:67
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
+# Subject: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
+# Label: "D-TRUST EV Root CA 1 2020"
+# Serial: 126288379621884218666039612629459926992
+# MD5 Fingerprint: 8c:2d:9d:70:9f:48:99:11:06:11:fb:e9:cb:30:c0:6e
+# SHA1 Fingerprint: 61:db:8c:21:59:69:03:90:d8:7c:9c:12:86:54:cf:9d:3d:f4:dd:07
+# SHA256 Fingerprint: 08:17:0d:1a:a3:64:53:90:1a:2f:95:92:45:e3:47:db:0c:8d:37:ab:aa:bc:56:b8:1a:a1:00:dc:95:89:70:db
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert TLS ECC P384 Root G5 O=DigiCert, Inc.
+# Subject: CN=DigiCert TLS ECC P384 Root G5 O=DigiCert, Inc.
+# Label: "DigiCert TLS ECC P384 Root G5"
+# Serial: 13129116028163249804115411775095713523
+# MD5 Fingerprint: d3:71:04:6a:43:1c:db:a6:59:e1:a8:a3:aa:c5:71:ed
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert TLS RSA4096 Root G5 O=DigiCert, Inc.
+# Subject: CN=DigiCert TLS RSA4096 Root G5 O=DigiCert, Inc.
+# Label: "DigiCert TLS RSA4096 Root G5"
+# Serial: 11930366277458970227240571539258396554
+# MD5 Fingerprint: ac:fe:f7:34:96:a9:f2:b3:b4:12:4b:e4:27:41:6f:e1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Certainly Root R1 O=Certainly
+# Subject: CN=Certainly Root R1 O=Certainly
+# Label: "Certainly Root R1"
+# Serial: 188833316161142517227353805653483829216
+# MD5 Fingerprint: 07:70:d4:3e:82:87:a0:fa:33:36:13:f4:fa:33:e7:12
+# SHA1 Fingerprint: a0:50:ee:0f:28:71:f4:27:b2:12:6d:6f:50:96:25:ba:cc:86:42:af
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Certainly Root E1 O=Certainly
+# Subject: CN=Certainly Root E1 O=Certainly
+# Label: "Certainly Root E1"
+# Serial: 8168531406727139161245376702891150584
+# MD5 Fingerprint: 0a:9e:ca:cd:3e:52:50:c6:36:f3:4b:a3:ed:a7:53:e9
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=E-Tugra Global Root CA RSA v3 O=E-Tugra EBG A.S. OU=E-Tugra Trust Center
+# Subject: CN=E-Tugra Global Root CA RSA v3 O=E-Tugra EBG A.S. OU=E-Tugra Trust Center
+# Label: "E-Tugra Global Root CA RSA v3"
+# Serial: 75951268308633135324246244059508261641472512052
+# MD5 Fingerprint: 22:be:10:f6:c2:f8:03:88:73:5f:33:29:47:28:47:a4
+# SHA1 Fingerprint: e9:a8:5d:22:14:52:1c:5b:aa:0a:b4:be:24:6a:23:8a:c9:ba:e2:a9
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=E-Tugra Global Root CA ECC v3 O=E-Tugra EBG A.S. OU=E-Tugra Trust Center
+# Subject: CN=E-Tugra Global Root CA ECC v3 O=E-Tugra EBG A.S. OU=E-Tugra Trust Center
+# Label: "E-Tugra Global Root CA ECC v3"
+# Serial: 218504919822255052842371958738296604628416471745
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+# Issuer: CN=Security Communication RootCA3 O=SECOM Trust Systems CO.,LTD.
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diff --git a/venv/lib/python3.8/site-packages/certifi/core.py b/venv/lib/python3.8/site-packages/certifi/core.py
new file mode 100644
index 0000000..de02898
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/certifi/core.py
@@ -0,0 +1,108 @@
+"""
+certifi.py
+~~~~~~~~~~
+
+This module returns the installation location of cacert.pem or its contents.
+"""
+import sys
+
+
+if sys.version_info >= (3, 11):
+
+    from importlib.resources import as_file, files
+
+    _CACERT_CTX = None
+    _CACERT_PATH = None
+
+    def where() -> str:
+        # This is slightly terrible, but we want to delay extracting the file
+        # in cases where we're inside of a zipimport situation until someone
+        # actually calls where(), but we don't want to re-extract the file
+        # on every call of where(), so we'll do it once then store it in a
+        # global variable.
+        global _CACERT_CTX
+        global _CACERT_PATH
+        if _CACERT_PATH is None:
+            # This is slightly janky, the importlib.resources API wants you to
+            # manage the cleanup of this file, so it doesn't actually return a
+            # path, it returns a context manager that will give you the path
+            # when you enter it and will do any cleanup when you leave it. In
+            # the common case of not needing a temporary file, it will just
+            # return the file system location and the __exit__() is a no-op.
+            #
+            # We also have to hold onto the actual context manager, because
+            # it will do the cleanup whenever it gets garbage collected, so
+            # we will also store that at the global level as well.
+            _CACERT_CTX = as_file(files("certifi").joinpath("cacert.pem"))
+            _CACERT_PATH = str(_CACERT_CTX.__enter__())
+
+        return _CACERT_PATH
+
+    def contents() -> str:
+        return files("certifi").joinpath("cacert.pem").read_text(encoding="ascii")
+
+elif sys.version_info >= (3, 7):
+
+    from importlib.resources import path as get_path, read_text
+
+    _CACERT_CTX = None
+    _CACERT_PATH = None
+
+    def where() -> str:
+        # This is slightly terrible, but we want to delay extracting the
+        # file in cases where we're inside of a zipimport situation until
+        # someone actually calls where(), but we don't want to re-extract
+        # the file on every call of where(), so we'll do it once then store
+        # it in a global variable.
+        global _CACERT_CTX
+        global _CACERT_PATH
+        if _CACERT_PATH is None:
+            # This is slightly janky, the importlib.resources API wants you
+            # to manage the cleanup of this file, so it doesn't actually
+            # return a path, it returns a context manager that will give
+            # you the path when you enter it and will do any cleanup when
+            # you leave it. In the common case of not needing a temporary
+            # file, it will just return the file system location and the
+            # __exit__() is a no-op.
+            #
+            # We also have to hold onto the actual context manager, because
+            # it will do the cleanup whenever it gets garbage collected, so
+            # we will also store that at the global level as well.
+            _CACERT_CTX = get_path("certifi", "cacert.pem")
+            _CACERT_PATH = str(_CACERT_CTX.__enter__())
+
+        return _CACERT_PATH
+
+    def contents() -> str:
+        return read_text("certifi", "cacert.pem", encoding="ascii")
+
+else:
+    import os
+    import types
+    from typing import Union
+
+    Package = Union[types.ModuleType, str]
+    Resource = Union[str, "os.PathLike"]
+
+    # This fallback will work for Python versions prior to 3.7 that lack the
+    # importlib.resources module but relies on the existing `where` function
+    # so won't address issues with environments like PyOxidizer that don't set
+    # __file__ on modules.
+    def read_text(
+        package: Package,
+        resource: Resource,
+        encoding: str = 'utf-8',
+        errors: str = 'strict'
+    ) -> str:
+        with open(where(), encoding=encoding) as data:
+            return data.read()
+
+    # If we don't have importlib.resources, then we will just do the old logic
+    # of assuming we're on the filesystem and munge the path directly.
+    def where() -> str:
+        f = os.path.dirname(__file__)
+
+        return os.path.join(f, "cacert.pem")
+
+    def contents() -> str:
+        return read_text("certifi", "cacert.pem", encoding="ascii")
diff --git a/venv/lib/python3.8/site-packages/certifi/py.typed b/venv/lib/python3.8/site-packages/certifi/py.typed
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/certifi/py.typed
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/LICENSE b/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/LICENSE
new file mode 120000
index 0000000..d7ad043
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/04/b8/0f/5b077bbed68808cfebadeb5e3523f2a8c9a96495c587bd96df1eac2a33
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/METADATA b/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/METADATA
new file mode 100644
index 0000000..538e679
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/METADATA
@@ -0,0 +1,34 @@
+Metadata-Version: 2.1
+Name: cffi
+Version: 1.15.1
+Summary: Foreign Function Interface for Python calling C code.
+Home-page: http://cffi.readthedocs.org
+Author: Armin Rigo, Maciej Fijalkowski
+Author-email: python-cffi@googlegroups.com
+License: MIT
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 2.7
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: License :: OSI Approved :: MIT License
+License-File: LICENSE
+Requires-Dist: pycparser
+
+
+CFFI
+====
+
+Foreign Function Interface for Python calling C code.
+Please see the `Documentation <http://cffi.readthedocs.org/>`_.
+
+Contact
+-------
+
+`Mailing list <https://groups.google.com/forum/#!forum/python-cffi>`_
diff --git a/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/RECORD b/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/RECORD
new file mode 100644
index 0000000..9ccedf7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/RECORD
@@ -0,0 +1,44 @@
+_cffi_backend.cpython-38-x86_64-linux-gnu.so,sha256=Vexo81KP_uf8fqK4h5zftvakKuYQ_nFkS0sSlsOXee8,994936
+cffi-1.15.1.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+cffi-1.15.1.dist-info/LICENSE,sha256=BLgPWwd7vtaICM_rreteNSPyqMmpZJXFh72W3x6sKjM,1294
+cffi-1.15.1.dist-info/METADATA,sha256=KP4G3WmavRgDGwD2b8Y_eDsM1YeV6ckcG6Alz3-D8VY,1144
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+cffi-1.15.1.dist-info/entry_points.txt,sha256=y6jTxnyeuLnL-XJcDv8uML3n6wyYiGRg8MTp_QGJ9Ho,75
+cffi-1.15.1.dist-info/top_level.txt,sha256=rE7WR3rZfNKxWI9-jn6hsHCAl7MDkB-FmuQbxWjFehQ,19
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+cffi/__pycache__/model.cpython-38.pyc,,
+cffi/__pycache__/pkgconfig.cpython-38.pyc,,
+cffi/__pycache__/recompiler.cpython-38.pyc,,
+cffi/__pycache__/setuptools_ext.cpython-38.pyc,,
+cffi/__pycache__/vengine_cpy.cpython-38.pyc,,
+cffi/__pycache__/vengine_gen.cpython-38.pyc,,
+cffi/__pycache__/verifier.cpython-38.pyc,,
+cffi/_cffi_errors.h,sha256=zQXt7uR_m8gUW-fI2hJg0KoSkJFwXv8RGUkEDZ177dQ,3908
+cffi/_cffi_include.h,sha256=tKnA1rdSoPHp23FnDL1mDGwFo-Uj6fXfA6vA6kcoEUc,14800
+cffi/_embedding.h,sha256=9tnjF44QRobR8z0FGqAmAZY-wMSBOae1SUPqHccowqc,17680
+cffi/api.py,sha256=yxJalIePbr1mz_WxAHokSwyP5CVYde44m-nolHnbJNo,42064
+cffi/backend_ctypes.py,sha256=h5ZIzLc6BFVXnGyc9xPqZWUS7qGy7yFSDqXe68Sa8z4,42454
+cffi/cffi_opcode.py,sha256=v9RdD_ovA8rCtqsC95Ivki5V667rAOhGgs3fb2q9xpM,5724
+cffi/commontypes.py,sha256=QS4uxCDI7JhtTyjh1hlnCA-gynmaszWxJaRRLGkJa1A,2689
+cffi/cparser.py,sha256=rO_1pELRw1gI1DE1m4gi2ik5JMfpxouAACLXpRPlVEA,44231
+cffi/error.py,sha256=v6xTiS4U0kvDcy4h_BDRo5v39ZQuj-IMRYLv5ETddZs,877
+cffi/ffiplatform.py,sha256=HMXqR8ks2wtdsNxGaWpQ_PyqIvtiuos_vf1qKCy-cwg,4046
+cffi/lock.py,sha256=l9TTdwMIMpi6jDkJGnQgE9cvTIR7CAntIJr8EGHt3pY,747
+cffi/model.py,sha256=_GH_UF1Rn9vC4AvmgJm6qj7RUXXG3eqKPc8bPxxyBKE,21768
+cffi/parse_c_type.h,sha256=OdwQfwM9ktq6vlCB43exFQmxDBtj2MBNdK8LYl15tjw,5976
+cffi/pkgconfig.py,sha256=LP1w7vmWvmKwyqLaU1Z243FOWGNQMrgMUZrvgFuOlco,4374
+cffi/recompiler.py,sha256=YgVYTh2CrXIobo-vMk7_K9mwAXdd_LqB4-IbYABQ488,64598
+cffi/setuptools_ext.py,sha256=RUR17N5f8gpiQBBlXL34P9FtOu1mhHIaAf3WJlg5S4I,8931
+cffi/vengine_cpy.py,sha256=YglN8YS-UaHEv2k2cxgotNWE87dHX20-68EyKoiKUYA,43320
+cffi/vengine_gen.py,sha256=5dX7s1DU6pTBOMI6oTVn_8Bnmru_lj932B6b4v29Hlg,26684
+cffi/verifier.py,sha256=ESwuXWXtXrKEagCKveLRDjFzLNCyaKdqAgAlKREcyhY,11253
diff --git a/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/WHEEL b/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/WHEEL
new file mode 120000
index 0000000..8b6429d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fa/28/c6/0ee00b94fc66dc76e12a7b69b344331ec8be0cf957aa07ab6134c99051
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/entry_points.txt b/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/entry_points.txt
new file mode 100644
index 0000000..4b0274f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/entry_points.txt
@@ -0,0 +1,2 @@
+[distutils.setup_keywords]
+cffi_modules = cffi.setuptools_ext:cffi_modules
diff --git a/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/top_level.txt
new file mode 120000
index 0000000..5d56cc3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi-1.15.1.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ac/4e/d6/477ad97cd2b1588f7e8e7ea1b0708097b303901f859ae41bc568c57a14
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/__init__.py b/venv/lib/python3.8/site-packages/cffi/__init__.py
new file mode 100644
index 0000000..90e2e65
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/__init__.py
@@ -0,0 +1,14 @@
+__all__ = ['FFI', 'VerificationError', 'VerificationMissing', 'CDefError',
+           'FFIError']
+
+from .api import FFI
+from .error import CDefError, FFIError, VerificationError, VerificationMissing
+from .error import PkgConfigError
+
+__version__ = "1.15.1"
+__version_info__ = (1, 15, 1)
+
+# The verifier module file names are based on the CRC32 of a string that
+# contains the following version number.  It may be older than __version__
+# if nothing is clearly incompatible.
+__version_verifier_modules__ = "0.8.6"
diff --git a/venv/lib/python3.8/site-packages/cffi/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/cffi/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/cffi/__pycache__/verifier.cpython-38.pyc b/venv/lib/python3.8/site-packages/cffi/__pycache__/verifier.cpython-38.pyc
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index 0000000..148f544
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diff --git a/venv/lib/python3.8/site-packages/cffi/_cffi_errors.h b/venv/lib/python3.8/site-packages/cffi/_cffi_errors.h
new file mode 120000
index 0000000..56f0bcf
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/_cffi_errors.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cd/05/ed/eee47f9bc8145be7c8da1260d0aa129091705eff111949040d9d7bedd4
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/_cffi_include.h b/venv/lib/python3.8/site-packages/cffi/_cffi_include.h
new file mode 120000
index 0000000..b6c53a6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/_cffi_include.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b4/a9/c0/d6b752a0f1e9db71670cbd660c6c05a3e523e9f5df03abc0ea47281147
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/_embedding.h b/venv/lib/python3.8/site-packages/cffi/_embedding.h
new file mode 100644
index 0000000..8e8df88
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/_embedding.h
@@ -0,0 +1,528 @@
+
+/***** Support code for embedding *****/
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+#if defined(_WIN32)
+#  define CFFI_DLLEXPORT  __declspec(dllexport)
+#elif defined(__GNUC__)
+#  define CFFI_DLLEXPORT  __attribute__((visibility("default")))
+#else
+#  define CFFI_DLLEXPORT  /* nothing */
+#endif
+
+
+/* There are two global variables of type _cffi_call_python_fnptr:
+
+   * _cffi_call_python, which we declare just below, is the one called
+     by ``extern "Python"`` implementations.
+
+   * _cffi_call_python_org, which on CPython is actually part of the
+     _cffi_exports[] array, is the function pointer copied from
+     _cffi_backend.  If _cffi_start_python() fails, then this is set
+     to NULL; otherwise, it should never be NULL.
+
+   After initialization is complete, both are equal.  However, the
+   first one remains equal to &_cffi_start_and_call_python until the
+   very end of initialization, when we are (or should be) sure that
+   concurrent threads also see a completely initialized world, and
+   only then is it changed.
+*/
+#undef _cffi_call_python
+typedef void (*_cffi_call_python_fnptr)(struct _cffi_externpy_s *, char *);
+static void _cffi_start_and_call_python(struct _cffi_externpy_s *, char *);
+static _cffi_call_python_fnptr _cffi_call_python = &_cffi_start_and_call_python;
+
+
+#ifndef _MSC_VER
+   /* --- Assuming a GCC not infinitely old --- */
+# define cffi_compare_and_swap(l,o,n)  __sync_bool_compare_and_swap(l,o,n)
+# define cffi_write_barrier()          __sync_synchronize()
+# if !defined(__amd64__) && !defined(__x86_64__) &&   \
+     !defined(__i386__) && !defined(__i386)
+#   define cffi_read_barrier()         __sync_synchronize()
+# else
+#   define cffi_read_barrier()         (void)0
+# endif
+#else
+   /* --- Windows threads version --- */
+# include <Windows.h>
+# define cffi_compare_and_swap(l,o,n) \
+                               (InterlockedCompareExchangePointer(l,n,o) == (o))
+# define cffi_write_barrier()       InterlockedCompareExchange(&_cffi_dummy,0,0)
+# define cffi_read_barrier()           (void)0
+static volatile LONG _cffi_dummy;
+#endif
+
+#ifdef WITH_THREAD
+# ifndef _MSC_VER
+#  include <pthread.h>
+   static pthread_mutex_t _cffi_embed_startup_lock;
+# else
+   static CRITICAL_SECTION _cffi_embed_startup_lock;
+# endif
+  static char _cffi_embed_startup_lock_ready = 0;
+#endif
+
+static void _cffi_acquire_reentrant_mutex(void)
+{
+    static void *volatile lock = NULL;
+
+    while (!cffi_compare_and_swap(&lock, NULL, (void *)1)) {
+        /* should ideally do a spin loop instruction here, but
+           hard to do it portably and doesn't really matter I
+           think: pthread_mutex_init() should be very fast, and
+           this is only run at start-up anyway. */
+    }
+
+#ifdef WITH_THREAD
+    if (!_cffi_embed_startup_lock_ready) {
+# ifndef _MSC_VER
+        pthread_mutexattr_t attr;
+        pthread_mutexattr_init(&attr);
+        pthread_mutexattr_settype(&attr, PTHREAD_MUTEX_RECURSIVE);
+        pthread_mutex_init(&_cffi_embed_startup_lock, &attr);
+# else
+        InitializeCriticalSection(&_cffi_embed_startup_lock);
+# endif
+        _cffi_embed_startup_lock_ready = 1;
+    }
+#endif
+
+    while (!cffi_compare_and_swap(&lock, (void *)1, NULL))
+        ;
+
+#ifndef _MSC_VER
+    pthread_mutex_lock(&_cffi_embed_startup_lock);
+#else
+    EnterCriticalSection(&_cffi_embed_startup_lock);
+#endif
+}
+
+static void _cffi_release_reentrant_mutex(void)
+{
+#ifndef _MSC_VER
+    pthread_mutex_unlock(&_cffi_embed_startup_lock);
+#else
+    LeaveCriticalSection(&_cffi_embed_startup_lock);
+#endif
+}
+
+
+/**********  CPython-specific section  **********/
+#ifndef PYPY_VERSION
+
+#include "_cffi_errors.h"
+
+
+#define _cffi_call_python_org  _cffi_exports[_CFFI_CPIDX]
+
+PyMODINIT_FUNC _CFFI_PYTHON_STARTUP_FUNC(void);   /* forward */
+
+static void _cffi_py_initialize(void)
+{
+    /* XXX use initsigs=0, which "skips initialization registration of
+       signal handlers, which might be useful when Python is
+       embedded" according to the Python docs.  But review and think
+       if it should be a user-controllable setting.
+
+       XXX we should also give a way to write errors to a buffer
+       instead of to stderr.
+
+       XXX if importing 'site' fails, CPython (any version) calls
+       exit().  Should we try to work around this behavior here?
+    */
+    Py_InitializeEx(0);
+}
+
+static int _cffi_initialize_python(void)
+{
+    /* This initializes Python, imports _cffi_backend, and then the
+       present .dll/.so is set up as a CPython C extension module.
+    */
+    int result;
+    PyGILState_STATE state;
+    PyObject *pycode=NULL, *global_dict=NULL, *x;
+    PyObject *builtins;
+
+    state = PyGILState_Ensure();
+
+    /* Call the initxxx() function from the present module.  It will
+       create and initialize us as a CPython extension module, instead
+       of letting the startup Python code do it---it might reimport
+       the same .dll/.so and get maybe confused on some platforms.
+       It might also have troubles locating the .dll/.so again for all
+       I know.
+    */
+    (void)_CFFI_PYTHON_STARTUP_FUNC();
+    if (PyErr_Occurred())
+        goto error;
+
+    /* Now run the Python code provided to ffi.embedding_init_code().
+     */
+    pycode = Py_CompileString(_CFFI_PYTHON_STARTUP_CODE,
+                              "<init code for '" _CFFI_MODULE_NAME "'>",
+                              Py_file_input);
+    if (pycode == NULL)
+        goto error;
+    global_dict = PyDict_New();
+    if (global_dict == NULL)
+        goto error;
+    builtins = PyEval_GetBuiltins();
+    if (builtins == NULL)
+        goto error;
+    if (PyDict_SetItemString(global_dict, "__builtins__", builtins) < 0)
+        goto error;
+    x = PyEval_EvalCode(
+#if PY_MAJOR_VERSION < 3
+                        (PyCodeObject *)
+#endif
+                        pycode, global_dict, global_dict);
+    if (x == NULL)
+        goto error;
+    Py_DECREF(x);
+
+    /* Done!  Now if we've been called from
+       _cffi_start_and_call_python() in an ``extern "Python"``, we can
+       only hope that the Python code did correctly set up the
+       corresponding @ffi.def_extern() function.  Otherwise, the
+       general logic of ``extern "Python"`` functions (inside the
+       _cffi_backend module) will find that the reference is still
+       missing and print an error.
+     */
+    result = 0;
+ done:
+    Py_XDECREF(pycode);
+    Py_XDECREF(global_dict);
+    PyGILState_Release(state);
+    return result;
+
+ error:;
+    {
+        /* Print as much information as potentially useful.
+           Debugging load-time failures with embedding is not fun
+        */
+        PyObject *ecap;
+        PyObject *exception, *v, *tb, *f, *modules, *mod;
+        PyErr_Fetch(&exception, &v, &tb);
+        ecap = _cffi_start_error_capture();
+        f = PySys_GetObject((char *)"stderr");
+        if (f != NULL && f != Py_None) {
+            PyFile_WriteString(
+                "Failed to initialize the Python-CFFI embedding logic:\n\n", f);
+        }
+
+        if (exception != NULL) {
+            PyErr_NormalizeException(&exception, &v, &tb);
+            PyErr_Display(exception, v, tb);
+        }
+        Py_XDECREF(exception);
+        Py_XDECREF(v);
+        Py_XDECREF(tb);
+
+        if (f != NULL && f != Py_None) {
+            PyFile_WriteString("\nFrom: " _CFFI_MODULE_NAME
+                               "\ncompiled with cffi version: 1.15.1"
+                               "\n_cffi_backend module: ", f);
+            modules = PyImport_GetModuleDict();
+            mod = PyDict_GetItemString(modules, "_cffi_backend");
+            if (mod == NULL) {
+                PyFile_WriteString("not loaded", f);
+            }
+            else {
+                v = PyObject_GetAttrString(mod, "__file__");
+                PyFile_WriteObject(v, f, 0);
+                Py_XDECREF(v);
+            }
+            PyFile_WriteString("\nsys.path: ", f);
+            PyFile_WriteObject(PySys_GetObject((char *)"path"), f, 0);
+            PyFile_WriteString("\n\n", f);
+        }
+        _cffi_stop_error_capture(ecap);
+    }
+    result = -1;
+    goto done;
+}
+
+#if PY_VERSION_HEX < 0x03080000
+PyAPI_DATA(char *) _PyParser_TokenNames[];  /* from CPython */
+#endif
+
+static int _cffi_carefully_make_gil(void)
+{
+    /* This does the basic initialization of Python.  It can be called
+       completely concurrently from unrelated threads.  It assumes
+       that we don't hold the GIL before (if it exists), and we don't
+       hold it afterwards.
+
+       (What it really does used to be completely different in Python 2
+       and Python 3, with the Python 2 solution avoiding the spin-lock
+       around the Py_InitializeEx() call.  However, after recent changes
+       to CPython 2.7 (issue #358) it no longer works.  So we use the
+       Python 3 solution everywhere.)
+
+       This initializes Python by calling Py_InitializeEx().
+       Important: this must not be called concurrently at all.
+       So we use a global variable as a simple spin lock.  This global
+       variable must be from 'libpythonX.Y.so', not from this
+       cffi-based extension module, because it must be shared from
+       different cffi-based extension modules.
+
+       In Python < 3.8, we choose
+       _PyParser_TokenNames[0] as a completely arbitrary pointer value
+       that is never written to.  The default is to point to the
+       string "ENDMARKER".  We change it temporarily to point to the
+       next character in that string.  (Yes, I know it's REALLY
+       obscure.)
+
+       In Python >= 3.8, this string array is no longer writable, so
+       instead we pick PyCapsuleType.tp_version_tag.  We can't change
+       Python < 3.8 because someone might use a mixture of cffi
+       embedded modules, some of which were compiled before this file
+       changed.
+    */
+
+#ifdef WITH_THREAD
+# if PY_VERSION_HEX < 0x03080000
+    char *volatile *lock = (char *volatile *)_PyParser_TokenNames;
+    char *old_value, *locked_value;
+
+    while (1) {    /* spin loop */
+        old_value = *lock;
+        locked_value = old_value + 1;
+        if (old_value[0] == 'E') {
+            assert(old_value[1] == 'N');
+            if (cffi_compare_and_swap(lock, old_value, locked_value))
+                break;
+        }
+        else {
+            assert(old_value[0] == 'N');
+            /* should ideally do a spin loop instruction here, but
+               hard to do it portably and doesn't really matter I
+               think: PyEval_InitThreads() should be very fast, and
+               this is only run at start-up anyway. */
+        }
+    }
+# else
+    int volatile *lock = (int volatile *)&PyCapsule_Type.tp_version_tag;
+    int old_value, locked_value;
+    assert(!(PyCapsule_Type.tp_flags & Py_TPFLAGS_HAVE_VERSION_TAG));
+
+    while (1) {    /* spin loop */
+        old_value = *lock;
+        locked_value = -42;
+        if (old_value == 0) {
+            if (cffi_compare_and_swap(lock, old_value, locked_value))
+                break;
+        }
+        else {
+            assert(old_value == locked_value);
+            /* should ideally do a spin loop instruction here, but
+               hard to do it portably and doesn't really matter I
+               think: PyEval_InitThreads() should be very fast, and
+               this is only run at start-up anyway. */
+        }
+    }
+# endif
+#endif
+
+    /* call Py_InitializeEx() */
+    if (!Py_IsInitialized()) {
+        _cffi_py_initialize();
+#if PY_VERSION_HEX < 0x03070000
+        PyEval_InitThreads();
+#endif
+        PyEval_SaveThread();  /* release the GIL */
+        /* the returned tstate must be the one that has been stored into the
+           autoTLSkey by _PyGILState_Init() called from Py_Initialize(). */
+    }
+    else {
+#if PY_VERSION_HEX < 0x03070000
+        /* PyEval_InitThreads() is always a no-op from CPython 3.7 */
+        PyGILState_STATE state = PyGILState_Ensure();
+        PyEval_InitThreads();
+        PyGILState_Release(state);
+#endif
+    }
+
+#ifdef WITH_THREAD
+    /* release the lock */
+    while (!cffi_compare_and_swap(lock, locked_value, old_value))
+        ;
+#endif
+
+    return 0;
+}
+
+/**********  end CPython-specific section  **********/
+
+
+#else
+
+
+/**********  PyPy-specific section  **********/
+
+PyMODINIT_FUNC _CFFI_PYTHON_STARTUP_FUNC(const void *[]);   /* forward */
+
+static struct _cffi_pypy_init_s {
+    const char *name;
+    void *func;    /* function pointer */
+    const char *code;
+} _cffi_pypy_init = {
+    _CFFI_MODULE_NAME,
+    _CFFI_PYTHON_STARTUP_FUNC,
+    _CFFI_PYTHON_STARTUP_CODE,
+};
+
+extern int pypy_carefully_make_gil(const char *);
+extern int pypy_init_embedded_cffi_module(int, struct _cffi_pypy_init_s *);
+
+static int _cffi_carefully_make_gil(void)
+{
+    return pypy_carefully_make_gil(_CFFI_MODULE_NAME);
+}
+
+static int _cffi_initialize_python(void)
+{
+    return pypy_init_embedded_cffi_module(0xB011, &_cffi_pypy_init);
+}
+
+/**********  end PyPy-specific section  **********/
+
+
+#endif
+
+
+#ifdef __GNUC__
+__attribute__((noinline))
+#endif
+static _cffi_call_python_fnptr _cffi_start_python(void)
+{
+    /* Delicate logic to initialize Python.  This function can be
+       called multiple times concurrently, e.g. when the process calls
+       its first ``extern "Python"`` functions in multiple threads at
+       once.  It can also be called recursively, in which case we must
+       ignore it.  We also have to consider what occurs if several
+       different cffi-based extensions reach this code in parallel
+       threads---it is a different copy of the code, then, and we
+       can't have any shared global variable unless it comes from
+       'libpythonX.Y.so'.
+
+       Idea:
+
+       * _cffi_carefully_make_gil(): "carefully" call
+         PyEval_InitThreads() (possibly with Py_InitializeEx() first).
+
+       * then we use a (local) custom lock to make sure that a call to this
+         cffi-based extension will wait if another call to the *same*
+         extension is running the initialization in another thread.
+         It is reentrant, so that a recursive call will not block, but
+         only one from a different thread.
+
+       * then we grab the GIL and (Python 2) we call Py_InitializeEx().
+         At this point, concurrent calls to Py_InitializeEx() are not
+         possible: we have the GIL.
+
+       * do the rest of the specific initialization, which may
+         temporarily release the GIL but not the custom lock.
+         Only release the custom lock when we are done.
+    */
+    static char called = 0;
+
+    if (_cffi_carefully_make_gil() != 0)
+        return NULL;
+
+    _cffi_acquire_reentrant_mutex();
+
+    /* Here the GIL exists, but we don't have it.  We're only protected
+       from concurrency by the reentrant mutex. */
+
+    /* This file only initializes the embedded module once, the first
+       time this is called, even if there are subinterpreters. */
+    if (!called) {
+        called = 1;  /* invoke _cffi_initialize_python() only once,
+                        but don't set '_cffi_call_python' right now,
+                        otherwise concurrent threads won't call
+                        this function at all (we need them to wait) */
+        if (_cffi_initialize_python() == 0) {
+            /* now initialization is finished.  Switch to the fast-path. */
+
+            /* We would like nobody to see the new value of
+               '_cffi_call_python' without also seeing the rest of the
+               data initialized.  However, this is not possible.  But
+               the new value of '_cffi_call_python' is the function
+               'cffi_call_python()' from _cffi_backend.  So:  */
+            cffi_write_barrier();
+            /* ^^^ we put a write barrier here, and a corresponding
+               read barrier at the start of cffi_call_python().  This
+               ensures that after that read barrier, we see everything
+               done here before the write barrier.
+            */
+
+            assert(_cffi_call_python_org != NULL);
+            _cffi_call_python = (_cffi_call_python_fnptr)_cffi_call_python_org;
+        }
+        else {
+            /* initialization failed.  Reset this to NULL, even if it was
+               already set to some other value.  Future calls to
+               _cffi_start_python() are still forced to occur, and will
+               always return NULL from now on. */
+            _cffi_call_python_org = NULL;
+        }
+    }
+
+    _cffi_release_reentrant_mutex();
+
+    return (_cffi_call_python_fnptr)_cffi_call_python_org;
+}
+
+static
+void _cffi_start_and_call_python(struct _cffi_externpy_s *externpy, char *args)
+{
+    _cffi_call_python_fnptr fnptr;
+    int current_err = errno;
+#ifdef _MSC_VER
+    int current_lasterr = GetLastError();
+#endif
+    fnptr = _cffi_start_python();
+    if (fnptr == NULL) {
+        fprintf(stderr, "function %s() called, but initialization code "
+                        "failed.  Returning 0.\n", externpy->name);
+        memset(args, 0, externpy->size_of_result);
+    }
+#ifdef _MSC_VER
+    SetLastError(current_lasterr);
+#endif
+    errno = current_err;
+
+    if (fnptr != NULL)
+        fnptr(externpy, args);
+}
+
+
+/* The cffi_start_python() function makes sure Python is initialized
+   and our cffi module is set up.  It can be called manually from the
+   user C code.  The same effect is obtained automatically from any
+   dll-exported ``extern "Python"`` function.  This function returns
+   -1 if initialization failed, 0 if all is OK.  */
+_CFFI_UNUSED_FN
+static int cffi_start_python(void)
+{
+    if (_cffi_call_python == &_cffi_start_and_call_python) {
+        if (_cffi_start_python() == NULL)
+            return -1;
+    }
+    cffi_read_barrier();
+    return 0;
+}
+
+#undef cffi_compare_and_swap
+#undef cffi_write_barrier
+#undef cffi_read_barrier
+
+#ifdef __cplusplus
+}
+#endif
diff --git a/venv/lib/python3.8/site-packages/cffi/api.py b/venv/lib/python3.8/site-packages/cffi/api.py
new file mode 120000
index 0000000..a8018fe
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/api.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cb/12/5a/94878f6ebd66cff5b1007a244b0c8fe4255875ee389be9e89479db24da
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/backend_ctypes.py b/venv/lib/python3.8/site-packages/cffi/backend_ctypes.py
new file mode 120000
index 0000000..b8261ad
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/backend_ctypes.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/87/96/48/ccb73a0455579c6c9cf713ea656512eea1b2ef21520ea5deebc49af33e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/cffi_opcode.py b/venv/lib/python3.8/site-packages/cffi/cffi_opcode.py
new file mode 120000
index 0000000..520a84b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/cffi_opcode.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/bf/d4/5d/0ffa2f03cac2b6ab02f7922f922e55ebaeeb00e84682cddf6f6abdc693
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/commontypes.py b/venv/lib/python3.8/site-packages/cffi/commontypes.py
new file mode 120000
index 0000000..3d94af4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/commontypes.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/41/2e/2e/c420c8ec986d4f28e1d61967080fa0ca799ab335b125a4512c69096b50
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/cparser.py b/venv/lib/python3.8/site-packages/cffi/cparser.py
new file mode 120000
index 0000000..4ed09b8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/cparser.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ac/ef/f5/a442d1c35808d431359b8822da293924c7e9c68b800022d7a513e55440
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/error.py b/venv/lib/python3.8/site-packages/cffi/error.py
new file mode 120000
index 0000000..c7e23c5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/error.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/bf/ac/53/892e14d24bc3732e21fc10d1a39bf7f5942e8fe20c4582efe444dd759b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/ffiplatform.py b/venv/lib/python3.8/site-packages/cffi/ffiplatform.py
new file mode 120000
index 0000000..5f522b8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/ffiplatform.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1c/c5/ea/47c92cdb0b5db0dc46696a50fcfcaa22fb62ba8b3fbdfd6a282cbe7308
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/lock.py b/venv/lib/python3.8/site-packages/cffi/lock.py
new file mode 120000
index 0000000..63f805d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/lock.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/97/d4/d3/7703083298ba8c39091a742013d72f4c847b0809ed209afc1061edde96
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/model.py b/venv/lib/python3.8/site-packages/cffi/model.py
new file mode 120000
index 0000000..6496071
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/model.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fc/61/ff/505d519fdbc2e00be68099baaa3ed15175c6ddea8a3dcf1b3f1c7204a1
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/parse_c_type.h b/venv/lib/python3.8/site-packages/cffi/parse_c_type.h
new file mode 120000
index 0000000..c4fdda0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/parse_c_type.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/39/dc/10/7f033d92dababe5081e377b11509b10c1b63d8c04d74af0b625d79b63c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/pkgconfig.py b/venv/lib/python3.8/site-packages/cffi/pkgconfig.py
new file mode 120000
index 0000000..d6f4fae
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/pkgconfig.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2c/fd/70/eef996be62b0caa2da535676e3714e58635032b80c519aef805b8e95ca
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/recompiler.py b/venv/lib/python3.8/site-packages/cffi/recompiler.py
new file mode 100644
index 0000000..5d9d32d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/recompiler.py
@@ -0,0 +1,1581 @@
+import os, sys, io
+from . import ffiplatform, model
+from .error import VerificationError
+from .cffi_opcode import *
+
+VERSION_BASE = 0x2601
+VERSION_EMBEDDED = 0x2701
+VERSION_CHAR16CHAR32 = 0x2801
+
+USE_LIMITED_API = (sys.platform != 'win32' or sys.version_info < (3, 0) or
+                   sys.version_info >= (3, 5))
+
+
+class GlobalExpr:
+    def __init__(self, name, address, type_op, size=0, check_value=0):
+        self.name = name
+        self.address = address
+        self.type_op = type_op
+        self.size = size
+        self.check_value = check_value
+
+    def as_c_expr(self):
+        return '  { "%s", (void *)%s, %s, (void *)%s },' % (
+            self.name, self.address, self.type_op.as_c_expr(), self.size)
+
+    def as_python_expr(self):
+        return "b'%s%s',%d" % (self.type_op.as_python_bytes(), self.name,
+                               self.check_value)
+
+class FieldExpr:
+    def __init__(self, name, field_offset, field_size, fbitsize, field_type_op):
+        self.name = name
+        self.field_offset = field_offset
+        self.field_size = field_size
+        self.fbitsize = fbitsize
+        self.field_type_op = field_type_op
+
+    def as_c_expr(self):
+        spaces = " " * len(self.name)
+        return ('  { "%s", %s,\n' % (self.name, self.field_offset) +
+                '     %s   %s,\n' % (spaces, self.field_size) +
+                '     %s   %s },' % (spaces, self.field_type_op.as_c_expr()))
+
+    def as_python_expr(self):
+        raise NotImplementedError
+
+    def as_field_python_expr(self):
+        if self.field_type_op.op == OP_NOOP:
+            size_expr = ''
+        elif self.field_type_op.op == OP_BITFIELD:
+            size_expr = format_four_bytes(self.fbitsize)
+        else:
+            raise NotImplementedError
+        return "b'%s%s%s'" % (self.field_type_op.as_python_bytes(),
+                              size_expr,
+                              self.name)
+
+class StructUnionExpr:
+    def __init__(self, name, type_index, flags, size, alignment, comment,
+                 first_field_index, c_fields):
+        self.name = name
+        self.type_index = type_index
+        self.flags = flags
+        self.size = size
+        self.alignment = alignment
+        self.comment = comment
+        self.first_field_index = first_field_index
+        self.c_fields = c_fields
+
+    def as_c_expr(self):
+        return ('  { "%s", %d, %s,' % (self.name, self.type_index, self.flags)
+                + '\n    %s, %s, ' % (self.size, self.alignment)
+                + '%d, %d ' % (self.first_field_index, len(self.c_fields))
+                + ('/* %s */ ' % self.comment if self.comment else '')
+                + '},')
+
+    def as_python_expr(self):
+        flags = eval(self.flags, G_FLAGS)
+        fields_expr = [c_field.as_field_python_expr()
+                       for c_field in self.c_fields]
+        return "(b'%s%s%s',%s)" % (
+            format_four_bytes(self.type_index),
+            format_four_bytes(flags),
+            self.name,
+            ','.join(fields_expr))
+
+class EnumExpr:
+    def __init__(self, name, type_index, size, signed, allenums):
+        self.name = name
+        self.type_index = type_index
+        self.size = size
+        self.signed = signed
+        self.allenums = allenums
+
+    def as_c_expr(self):
+        return ('  { "%s", %d, _cffi_prim_int(%s, %s),\n'
+                '    "%s" },' % (self.name, self.type_index,
+                                 self.size, self.signed, self.allenums))
+
+    def as_python_expr(self):
+        prim_index = {
+            (1, 0): PRIM_UINT8,  (1, 1):  PRIM_INT8,
+            (2, 0): PRIM_UINT16, (2, 1):  PRIM_INT16,
+            (4, 0): PRIM_UINT32, (4, 1):  PRIM_INT32,
+            (8, 0): PRIM_UINT64, (8, 1):  PRIM_INT64,
+            }[self.size, self.signed]
+        return "b'%s%s%s\\x00%s'" % (format_four_bytes(self.type_index),
+                                     format_four_bytes(prim_index),
+                                     self.name, self.allenums)
+
+class TypenameExpr:
+    def __init__(self, name, type_index):
+        self.name = name
+        self.type_index = type_index
+
+    def as_c_expr(self):
+        return '  { "%s", %d },' % (self.name, self.type_index)
+
+    def as_python_expr(self):
+        return "b'%s%s'" % (format_four_bytes(self.type_index), self.name)
+
+
+# ____________________________________________________________
+
+
+class Recompiler:
+    _num_externpy = 0
+
+    def __init__(self, ffi, module_name, target_is_python=False):
+        self.ffi = ffi
+        self.module_name = module_name
+        self.target_is_python = target_is_python
+        self._version = VERSION_BASE
+
+    def needs_version(self, ver):
+        self._version = max(self._version, ver)
+
+    def collect_type_table(self):
+        self._typesdict = {}
+        self._generate("collecttype")
+        #
+        all_decls = sorted(self._typesdict, key=str)
+        #
+        # prepare all FUNCTION bytecode sequences first
+        self.cffi_types = []
+        for tp in all_decls:
+            if tp.is_raw_function:
+                assert self._typesdict[tp] is None
+                self._typesdict[tp] = len(self.cffi_types)
+                self.cffi_types.append(tp)     # placeholder
+                for tp1 in tp.args:
+                    assert isinstance(tp1, (model.VoidType,
+                                            model.BasePrimitiveType,
+                                            model.PointerType,
+                                            model.StructOrUnionOrEnum,
+                                            model.FunctionPtrType))
+                    if self._typesdict[tp1] is None:
+                        self._typesdict[tp1] = len(self.cffi_types)
+                    self.cffi_types.append(tp1)   # placeholder
+                self.cffi_types.append('END')     # placeholder
+        #
+        # prepare all OTHER bytecode sequences
+        for tp in all_decls:
+            if not tp.is_raw_function and self._typesdict[tp] is None:
+                self._typesdict[tp] = len(self.cffi_types)
+                self.cffi_types.append(tp)        # placeholder
+                if tp.is_array_type and tp.length is not None:
+                    self.cffi_types.append('LEN') # placeholder
+        assert None not in self._typesdict.values()
+        #
+        # collect all structs and unions and enums
+        self._struct_unions = {}
+        self._enums = {}
+        for tp in all_decls:
+            if isinstance(tp, model.StructOrUnion):
+                self._struct_unions[tp] = None
+            elif isinstance(tp, model.EnumType):
+                self._enums[tp] = None
+        for i, tp in enumerate(sorted(self._struct_unions,
+                                      key=lambda tp: tp.name)):
+            self._struct_unions[tp] = i
+        for i, tp in enumerate(sorted(self._enums,
+                                      key=lambda tp: tp.name)):
+            self._enums[tp] = i
+        #
+        # emit all bytecode sequences now
+        for tp in all_decls:
+            method = getattr(self, '_emit_bytecode_' + tp.__class__.__name__)
+            method(tp, self._typesdict[tp])
+        #
+        # consistency check
+        for op in self.cffi_types:
+            assert isinstance(op, CffiOp)
+        self.cffi_types = tuple(self.cffi_types)    # don't change any more
+
+    def _enum_fields(self, tp):
+        # When producing C, expand all anonymous struct/union fields.
+        # That's necessary to have C code checking the offsets of the
+        # individual fields contained in them.  When producing Python,
+        # don't do it and instead write it like it is, with the
+        # corresponding fields having an empty name.  Empty names are
+        # recognized at runtime when we import the generated Python
+        # file.
+        expand_anonymous_struct_union = not self.target_is_python
+        return tp.enumfields(expand_anonymous_struct_union)
+
+    def _do_collect_type(self, tp):
+        if not isinstance(tp, model.BaseTypeByIdentity):
+            if isinstance(tp, tuple):
+                for x in tp:
+                    self._do_collect_type(x)
+            return
+        if tp not in self._typesdict:
+            self._typesdict[tp] = None
+            if isinstance(tp, model.FunctionPtrType):
+                self._do_collect_type(tp.as_raw_function())
+            elif isinstance(tp, model.StructOrUnion):
+                if tp.fldtypes is not None and (
+                        tp not in self.ffi._parser._included_declarations):
+                    for name1, tp1, _, _ in self._enum_fields(tp):
+                        self._do_collect_type(self._field_type(tp, name1, tp1))
+            else:
+                for _, x in tp._get_items():
+                    self._do_collect_type(x)
+
+    def _generate(self, step_name):
+        lst = self.ffi._parser._declarations.items()
+        for name, (tp, quals) in sorted(lst):
+            kind, realname = name.split(' ', 1)
+            try:
+                method = getattr(self, '_generate_cpy_%s_%s' % (kind,
+                                                                step_name))
+            except AttributeError:
+                raise VerificationError(
+                    "not implemented in recompile(): %r" % name)
+            try:
+                self._current_quals = quals
+                method(tp, realname)
+            except Exception as e:
+                model.attach_exception_info(e, name)
+                raise
+
+    # ----------
+
+    ALL_STEPS = ["global", "field", "struct_union", "enum", "typename"]
+
+    def collect_step_tables(self):
+        # collect the declarations for '_cffi_globals', '_cffi_typenames', etc.
+        self._lsts = {}
+        for step_name in self.ALL_STEPS:
+            self._lsts[step_name] = []
+        self._seen_struct_unions = set()
+        self._generate("ctx")
+        self._add_missing_struct_unions()
+        #
+        for step_name in self.ALL_STEPS:
+            lst = self._lsts[step_name]
+            if step_name != "field":
+                lst.sort(key=lambda entry: entry.name)
+            self._lsts[step_name] = tuple(lst)    # don't change any more
+        #
+        # check for a possible internal inconsistency: _cffi_struct_unions
+        # should have been generated with exactly self._struct_unions
+        lst = self._lsts["struct_union"]
+        for tp, i in self._struct_unions.items():
+            assert i < len(lst)
+            assert lst[i].name == tp.name
+        assert len(lst) == len(self._struct_unions)
+        # same with enums
+        lst = self._lsts["enum"]
+        for tp, i in self._enums.items():
+            assert i < len(lst)
+            assert lst[i].name == tp.name
+        assert len(lst) == len(self._enums)
+
+    # ----------
+
+    def _prnt(self, what=''):
+        self._f.write(what + '\n')
+
+    def write_source_to_f(self, f, preamble):
+        if self.target_is_python:
+            assert preamble is None
+            self.write_py_source_to_f(f)
+        else:
+            assert preamble is not None
+            self.write_c_source_to_f(f, preamble)
+
+    def _rel_readlines(self, filename):
+        g = open(os.path.join(os.path.dirname(__file__), filename), 'r')
+        lines = g.readlines()
+        g.close()
+        return lines
+
+    def write_c_source_to_f(self, f, preamble):
+        self._f = f
+        prnt = self._prnt
+        if self.ffi._embedding is not None:
+            prnt('#define _CFFI_USE_EMBEDDING')
+        if not USE_LIMITED_API:
+            prnt('#define _CFFI_NO_LIMITED_API')
+        #
+        # first the '#include' (actually done by inlining the file's content)
+        lines = self._rel_readlines('_cffi_include.h')
+        i = lines.index('#include "parse_c_type.h"\n')
+        lines[i:i+1] = self._rel_readlines('parse_c_type.h')
+        prnt(''.join(lines))
+        #
+        # if we have ffi._embedding != None, we give it here as a macro
+        # and include an extra file
+        base_module_name = self.module_name.split('.')[-1]
+        if self.ffi._embedding is not None:
+            prnt('#define _CFFI_MODULE_NAME  "%s"' % (self.module_name,))
+            prnt('static const char _CFFI_PYTHON_STARTUP_CODE[] = {')
+            self._print_string_literal_in_array(self.ffi._embedding)
+            prnt('0 };')
+            prnt('#ifdef PYPY_VERSION')
+            prnt('# define _CFFI_PYTHON_STARTUP_FUNC  _cffi_pypyinit_%s' % (
+                base_module_name,))
+            prnt('#elif PY_MAJOR_VERSION >= 3')
+            prnt('# define _CFFI_PYTHON_STARTUP_FUNC  PyInit_%s' % (
+                base_module_name,))
+            prnt('#else')
+            prnt('# define _CFFI_PYTHON_STARTUP_FUNC  init%s' % (
+                base_module_name,))
+            prnt('#endif')
+            lines = self._rel_readlines('_embedding.h')
+            i = lines.index('#include "_cffi_errors.h"\n')
+            lines[i:i+1] = self._rel_readlines('_cffi_errors.h')
+            prnt(''.join(lines))
+            self.needs_version(VERSION_EMBEDDED)
+        #
+        # then paste the C source given by the user, verbatim.
+        prnt('/************************************************************/')
+        prnt()
+        prnt(preamble)
+        prnt()
+        prnt('/************************************************************/')
+        prnt()
+        #
+        # the declaration of '_cffi_types'
+        prnt('static void *_cffi_types[] = {')
+        typeindex2type = dict([(i, tp) for (tp, i) in self._typesdict.items()])
+        for i, op in enumerate(self.cffi_types):
+            comment = ''
+            if i in typeindex2type:
+                comment = ' // ' + typeindex2type[i]._get_c_name()
+            prnt('/* %2d */ %s,%s' % (i, op.as_c_expr(), comment))
+        if not self.cffi_types:
+            prnt('  0')
+        prnt('};')
+        prnt()
+        #
+        # call generate_cpy_xxx_decl(), for every xxx found from
+        # ffi._parser._declarations.  This generates all the functions.
+        self._seen_constants = set()
+        self._generate("decl")
+        #
+        # the declaration of '_cffi_globals' and '_cffi_typenames'
+        nums = {}
+        for step_name in self.ALL_STEPS:
+            lst = self._lsts[step_name]
+            nums[step_name] = len(lst)
+            if nums[step_name] > 0:
+                prnt('static const struct _cffi_%s_s _cffi_%ss[] = {' % (
+                    step_name, step_name))
+                for entry in lst:
+                    prnt(entry.as_c_expr())
+                prnt('};')
+                prnt()
+        #
+        # the declaration of '_cffi_includes'
+        if self.ffi._included_ffis:
+            prnt('static const char * const _cffi_includes[] = {')
+            for ffi_to_include in self.ffi._included_ffis:
+                try:
+                    included_module_name, included_source = (
+                        ffi_to_include._assigned_source[:2])
+                except AttributeError:
+                    raise VerificationError(
+                        "ffi object %r includes %r, but the latter has not "
+                        "been prepared with set_source()" % (
+                            self.ffi, ffi_to_include,))
+                if included_source is None:
+                    raise VerificationError(
+                        "not implemented yet: ffi.include() of a Python-based "
+                        "ffi inside a C-based ffi")
+                prnt('  "%s",' % (included_module_name,))
+            prnt('  NULL')
+            prnt('};')
+            prnt()
+        #
+        # the declaration of '_cffi_type_context'
+        prnt('static const struct _cffi_type_context_s _cffi_type_context = {')
+        prnt('  _cffi_types,')
+        for step_name in self.ALL_STEPS:
+            if nums[step_name] > 0:
+                prnt('  _cffi_%ss,' % step_name)
+            else:
+                prnt('  NULL,  /* no %ss */' % step_name)
+        for step_name in self.ALL_STEPS:
+            if step_name != "field":
+                prnt('  %d,  /* num_%ss */' % (nums[step_name], step_name))
+        if self.ffi._included_ffis:
+            prnt('  _cffi_includes,')
+        else:
+            prnt('  NULL,  /* no includes */')
+        prnt('  %d,  /* num_types */' % (len(self.cffi_types),))
+        flags = 0
+        if self._num_externpy > 0 or self.ffi._embedding is not None:
+            flags |= 1     # set to mean that we use extern "Python"
+        prnt('  %d,  /* flags */' % flags)
+        prnt('};')
+        prnt()
+        #
+        # the init function
+        prnt('#ifdef __GNUC__')
+        prnt('#  pragma GCC visibility push(default)  /* for -fvisibility= */')
+        prnt('#endif')
+        prnt()
+        prnt('#ifdef PYPY_VERSION')
+        prnt('PyMODINIT_FUNC')
+        prnt('_cffi_pypyinit_%s(const void *p[])' % (base_module_name,))
+        prnt('{')
+        if flags & 1:
+            prnt('    if (((intptr_t)p[0]) >= 0x0A03) {')
+            prnt('        _cffi_call_python_org = '
+                 '(void(*)(struct _cffi_externpy_s *, char *))p[1];')
+            prnt('    }')
+        prnt('    p[0] = (const void *)0x%x;' % self._version)
+        prnt('    p[1] = &_cffi_type_context;')
+        prnt('#if PY_MAJOR_VERSION >= 3')
+        prnt('    return NULL;')
+        prnt('#endif')
+        prnt('}')
+        # on Windows, distutils insists on putting init_cffi_xyz in
+        # 'export_symbols', so instead of fighting it, just give up and
+        # give it one
+        prnt('#  ifdef _MSC_VER')
+        prnt('     PyMODINIT_FUNC')
+        prnt('#  if PY_MAJOR_VERSION >= 3')
+        prnt('     PyInit_%s(void) { return NULL; }' % (base_module_name,))
+        prnt('#  else')
+        prnt('     init%s(void) { }' % (base_module_name,))
+        prnt('#  endif')
+        prnt('#  endif')
+        prnt('#elif PY_MAJOR_VERSION >= 3')
+        prnt('PyMODINIT_FUNC')
+        prnt('PyInit_%s(void)' % (base_module_name,))
+        prnt('{')
+        prnt('  return _cffi_init("%s", 0x%x, &_cffi_type_context);' % (
+            self.module_name, self._version))
+        prnt('}')
+        prnt('#else')
+        prnt('PyMODINIT_FUNC')
+        prnt('init%s(void)' % (base_module_name,))
+        prnt('{')
+        prnt('  _cffi_init("%s", 0x%x, &_cffi_type_context);' % (
+            self.module_name, self._version))
+        prnt('}')
+        prnt('#endif')
+        prnt()
+        prnt('#ifdef __GNUC__')
+        prnt('#  pragma GCC visibility pop')
+        prnt('#endif')
+        self._version = None
+
+    def _to_py(self, x):
+        if isinstance(x, str):
+            return "b'%s'" % (x,)
+        if isinstance(x, (list, tuple)):
+            rep = [self._to_py(item) for item in x]
+            if len(rep) == 1:
+                rep.append('')
+            return "(%s)" % (','.join(rep),)
+        return x.as_python_expr()  # Py2: unicode unexpected; Py3: bytes unexp.
+
+    def write_py_source_to_f(self, f):
+        self._f = f
+        prnt = self._prnt
+        #
+        # header
+        prnt("# auto-generated file")
+        prnt("import _cffi_backend")
+        #
+        # the 'import' of the included ffis
+        num_includes = len(self.ffi._included_ffis or ())
+        for i in range(num_includes):
+            ffi_to_include = self.ffi._included_ffis[i]
+            try:
+                included_module_name, included_source = (
+                    ffi_to_include._assigned_source[:2])
+            except AttributeError:
+                raise VerificationError(
+                    "ffi object %r includes %r, but the latter has not "
+                    "been prepared with set_source()" % (
+                        self.ffi, ffi_to_include,))
+            if included_source is not None:
+                raise VerificationError(
+                    "not implemented yet: ffi.include() of a C-based "
+                    "ffi inside a Python-based ffi")
+            prnt('from %s import ffi as _ffi%d' % (included_module_name, i))
+        prnt()
+        prnt("ffi = _cffi_backend.FFI('%s'," % (self.module_name,))
+        prnt("    _version = 0x%x," % (self._version,))
+        self._version = None
+        #
+        # the '_types' keyword argument
+        self.cffi_types = tuple(self.cffi_types)    # don't change any more
+        types_lst = [op.as_python_bytes() for op in self.cffi_types]
+        prnt('    _types = %s,' % (self._to_py(''.join(types_lst)),))
+        typeindex2type = dict([(i, tp) for (tp, i) in self._typesdict.items()])
+        #
+        # the keyword arguments from ALL_STEPS
+        for step_name in self.ALL_STEPS:
+            lst = self._lsts[step_name]
+            if len(lst) > 0 and step_name != "field":
+                prnt('    _%ss = %s,' % (step_name, self._to_py(lst)))
+        #
+        # the '_includes' keyword argument
+        if num_includes > 0:
+            prnt('    _includes = (%s,),' % (
+                ', '.join(['_ffi%d' % i for i in range(num_includes)]),))
+        #
+        # the footer
+        prnt(')')
+
+    # ----------
+
+    def _gettypenum(self, type):
+        # a KeyError here is a bug.  please report it! :-)
+        return self._typesdict[type]
+
+    def _convert_funcarg_to_c(self, tp, fromvar, tovar, errcode):
+        extraarg = ''
+        if isinstance(tp, model.BasePrimitiveType) and not tp.is_complex_type():
+            if tp.is_integer_type() and tp.name != '_Bool':
+                converter = '_cffi_to_c_int'
+                extraarg = ', %s' % tp.name
+            elif isinstance(tp, model.UnknownFloatType):
+                # don't check with is_float_type(): it may be a 'long
+                # double' here, and _cffi_to_c_double would loose precision
+                converter = '(%s)_cffi_to_c_double' % (tp.get_c_name(''),)
+            else:
+                cname = tp.get_c_name('')
+                converter = '(%s)_cffi_to_c_%s' % (cname,
+                                                   tp.name.replace(' ', '_'))
+                if cname in ('char16_t', 'char32_t'):
+                    self.needs_version(VERSION_CHAR16CHAR32)
+            errvalue = '-1'
+        #
+        elif isinstance(tp, model.PointerType):
+            self._convert_funcarg_to_c_ptr_or_array(tp, fromvar,
+                                                    tovar, errcode)
+            return
+        #
+        elif (isinstance(tp, model.StructOrUnionOrEnum) or
+              isinstance(tp, model.BasePrimitiveType)):
+            # a struct (not a struct pointer) as a function argument;
+            # or, a complex (the same code works)
+            self._prnt('  if (_cffi_to_c((char *)&%s, _cffi_type(%d), %s) < 0)'
+                      % (tovar, self._gettypenum(tp), fromvar))
+            self._prnt('    %s;' % errcode)
+            return
+        #
+        elif isinstance(tp, model.FunctionPtrType):
+            converter = '(%s)_cffi_to_c_pointer' % tp.get_c_name('')
+            extraarg = ', _cffi_type(%d)' % self._gettypenum(tp)
+            errvalue = 'NULL'
+        #
+        else:
+            raise NotImplementedError(tp)
+        #
+        self._prnt('  %s = %s(%s%s);' % (tovar, converter, fromvar, extraarg))
+        self._prnt('  if (%s == (%s)%s && PyErr_Occurred())' % (
+            tovar, tp.get_c_name(''), errvalue))
+        self._prnt('    %s;' % errcode)
+
+    def _extra_local_variables(self, tp, localvars, freelines):
+        if isinstance(tp, model.PointerType):
+            localvars.add('Py_ssize_t datasize')
+            localvars.add('struct _cffi_freeme_s *large_args_free = NULL')
+            freelines.add('if (large_args_free != NULL)'
+                          ' _cffi_free_array_arguments(large_args_free);')
+
+    def _convert_funcarg_to_c_ptr_or_array(self, tp, fromvar, tovar, errcode):
+        self._prnt('  datasize = _cffi_prepare_pointer_call_argument(')
+        self._prnt('      _cffi_type(%d), %s, (char **)&%s);' % (
+            self._gettypenum(tp), fromvar, tovar))
+        self._prnt('  if (datasize != 0) {')
+        self._prnt('    %s = ((size_t)datasize) <= 640 ? '
+                   '(%s)alloca((size_t)datasize) : NULL;' % (
+            tovar, tp.get_c_name('')))
+        self._prnt('    if (_cffi_convert_array_argument(_cffi_type(%d), %s, '
+                   '(char **)&%s,' % (self._gettypenum(tp), fromvar, tovar))
+        self._prnt('            datasize, &large_args_free) < 0)')
+        self._prnt('      %s;' % errcode)
+        self._prnt('  }')
+
+    def _convert_expr_from_c(self, tp, var, context):
+        if isinstance(tp, model.BasePrimitiveType):
+            if tp.is_integer_type() and tp.name != '_Bool':
+                return '_cffi_from_c_int(%s, %s)' % (var, tp.name)
+            elif isinstance(tp, model.UnknownFloatType):
+                return '_cffi_from_c_double(%s)' % (var,)
+            elif tp.name != 'long double' and not tp.is_complex_type():
+                cname = tp.name.replace(' ', '_')
+                if cname in ('char16_t', 'char32_t'):
+                    self.needs_version(VERSION_CHAR16CHAR32)
+                return '_cffi_from_c_%s(%s)' % (cname, var)
+            else:
+                return '_cffi_from_c_deref((char *)&%s, _cffi_type(%d))' % (
+                    var, self._gettypenum(tp))
+        elif isinstance(tp, (model.PointerType, model.FunctionPtrType)):
+            return '_cffi_from_c_pointer((char *)%s, _cffi_type(%d))' % (
+                var, self._gettypenum(tp))
+        elif isinstance(tp, model.ArrayType):
+            return '_cffi_from_c_pointer((char *)%s, _cffi_type(%d))' % (
+                var, self._gettypenum(model.PointerType(tp.item)))
+        elif isinstance(tp, model.StructOrUnion):
+            if tp.fldnames is None:
+                raise TypeError("'%s' is used as %s, but is opaque" % (
+                    tp._get_c_name(), context))
+            return '_cffi_from_c_struct((char *)&%s, _cffi_type(%d))' % (
+                var, self._gettypenum(tp))
+        elif isinstance(tp, model.EnumType):
+            return '_cffi_from_c_deref((char *)&%s, _cffi_type(%d))' % (
+                var, self._gettypenum(tp))
+        else:
+            raise NotImplementedError(tp)
+
+    # ----------
+    # typedefs
+
+    def _typedef_type(self, tp, name):
+        return self._global_type(tp, "(*(%s *)0)" % (name,))
+
+    def _generate_cpy_typedef_collecttype(self, tp, name):
+        self._do_collect_type(self._typedef_type(tp, name))
+
+    def _generate_cpy_typedef_decl(self, tp, name):
+        pass
+
+    def _typedef_ctx(self, tp, name):
+        type_index = self._typesdict[tp]
+        self._lsts["typename"].append(TypenameExpr(name, type_index))
+
+    def _generate_cpy_typedef_ctx(self, tp, name):
+        tp = self._typedef_type(tp, name)
+        self._typedef_ctx(tp, name)
+        if getattr(tp, "origin", None) == "unknown_type":
+            self._struct_ctx(tp, tp.name, approxname=None)
+        elif isinstance(tp, model.NamedPointerType):
+            self._struct_ctx(tp.totype, tp.totype.name, approxname=tp.name,
+                             named_ptr=tp)
+
+    # ----------
+    # function declarations
+
+    def _generate_cpy_function_collecttype(self, tp, name):
+        self._do_collect_type(tp.as_raw_function())
+        if tp.ellipsis and not self.target_is_python:
+            self._do_collect_type(tp)
+
+    def _generate_cpy_function_decl(self, tp, name):
+        assert not self.target_is_python
+        assert isinstance(tp, model.FunctionPtrType)
+        if tp.ellipsis:
+            # cannot support vararg functions better than this: check for its
+            # exact type (including the fixed arguments), and build it as a
+            # constant function pointer (no CPython wrapper)
+            self._generate_cpy_constant_decl(tp, name)
+            return
+        prnt = self._prnt
+        numargs = len(tp.args)
+        if numargs == 0:
+            argname = 'noarg'
+        elif numargs == 1:
+            argname = 'arg0'
+        else:
+            argname = 'args'
+        #
+        # ------------------------------
+        # the 'd' version of the function, only for addressof(lib, 'func')
+        arguments = []
+        call_arguments = []
+        context = 'argument of %s' % name
+        for i, type in enumerate(tp.args):
+            arguments.append(type.get_c_name(' x%d' % i, context))
+            call_arguments.append('x%d' % i)
+        repr_arguments = ', '.join(arguments)
+        repr_arguments = repr_arguments or 'void'
+        if tp.abi:
+            abi = tp.abi + ' '
+        else:
+            abi = ''
+        name_and_arguments = '%s_cffi_d_%s(%s)' % (abi, name, repr_arguments)
+        prnt('static %s' % (tp.result.get_c_name(name_and_arguments),))
+        prnt('{')
+        call_arguments = ', '.join(call_arguments)
+        result_code = 'return '
+        if isinstance(tp.result, model.VoidType):
+            result_code = ''
+        prnt('  %s%s(%s);' % (result_code, name, call_arguments))
+        prnt('}')
+        #
+        prnt('#ifndef PYPY_VERSION')        # ------------------------------
+        #
+        prnt('static PyObject *')
+        prnt('_cffi_f_%s(PyObject *self, PyObject *%s)' % (name, argname))
+        prnt('{')
+        #
+        context = 'argument of %s' % name
+        for i, type in enumerate(tp.args):
+            arg = type.get_c_name(' x%d' % i, context)
+            prnt('  %s;' % arg)
+        #
+        localvars = set()
+        freelines = set()
+        for type in tp.args:
+            self._extra_local_variables(type, localvars, freelines)
+        for decl in sorted(localvars):
+            prnt('  %s;' % (decl,))
+        #
+        if not isinstance(tp.result, model.VoidType):
+            result_code = 'result = '
+            context = 'result of %s' % name
+            result_decl = '  %s;' % tp.result.get_c_name(' result', context)
+            prnt(result_decl)
+            prnt('  PyObject *pyresult;')
+        else:
+            result_decl = None
+            result_code = ''
+        #
+        if len(tp.args) > 1:
+            rng = range(len(tp.args))
+            for i in rng:
+                prnt('  PyObject *arg%d;' % i)
+            prnt()
+            prnt('  if (!PyArg_UnpackTuple(args, "%s", %d, %d, %s))' % (
+                name, len(rng), len(rng),
+                ', '.join(['&arg%d' % i for i in rng])))
+            prnt('    return NULL;')
+        prnt()
+        #
+        for i, type in enumerate(tp.args):
+            self._convert_funcarg_to_c(type, 'arg%d' % i, 'x%d' % i,
+                                       'return NULL')
+            prnt()
+        #
+        prnt('  Py_BEGIN_ALLOW_THREADS')
+        prnt('  _cffi_restore_errno();')
+        call_arguments = ['x%d' % i for i in range(len(tp.args))]
+        call_arguments = ', '.join(call_arguments)
+        prnt('  { %s%s(%s); }' % (result_code, name, call_arguments))
+        prnt('  _cffi_save_errno();')
+        prnt('  Py_END_ALLOW_THREADS')
+        prnt()
+        #
+        prnt('  (void)self; /* unused */')
+        if numargs == 0:
+            prnt('  (void)noarg; /* unused */')
+        if result_code:
+            prnt('  pyresult = %s;' %
+                 self._convert_expr_from_c(tp.result, 'result', 'result type'))
+            for freeline in freelines:
+                prnt('  ' + freeline)
+            prnt('  return pyresult;')
+        else:
+            for freeline in freelines:
+                prnt('  ' + freeline)
+            prnt('  Py_INCREF(Py_None);')
+            prnt('  return Py_None;')
+        prnt('}')
+        #
+        prnt('#else')        # ------------------------------
+        #
+        # the PyPy version: need to replace struct/union arguments with
+        # pointers, and if the result is a struct/union, insert a first
+        # arg that is a pointer to the result.  We also do that for
+        # complex args and return type.
+        def need_indirection(type):
+            return (isinstance(type, model.StructOrUnion) or
+                    (isinstance(type, model.PrimitiveType) and
+                     type.is_complex_type()))
+        difference = False
+        arguments = []
+        call_arguments = []
+        context = 'argument of %s' % name
+        for i, type in enumerate(tp.args):
+            indirection = ''
+            if need_indirection(type):
+                indirection = '*'
+                difference = True
+            arg = type.get_c_name(' %sx%d' % (indirection, i), context)
+            arguments.append(arg)
+            call_arguments.append('%sx%d' % (indirection, i))
+        tp_result = tp.result
+        if need_indirection(tp_result):
+            context = 'result of %s' % name
+            arg = tp_result.get_c_name(' *result', context)
+            arguments.insert(0, arg)
+            tp_result = model.void_type
+            result_decl = None
+            result_code = '*result = '
+            difference = True
+        if difference:
+            repr_arguments = ', '.join(arguments)
+            repr_arguments = repr_arguments or 'void'
+            name_and_arguments = '%s_cffi_f_%s(%s)' % (abi, name,
+                                                       repr_arguments)
+            prnt('static %s' % (tp_result.get_c_name(name_and_arguments),))
+            prnt('{')
+            if result_decl:
+                prnt(result_decl)
+            call_arguments = ', '.join(call_arguments)
+            prnt('  { %s%s(%s); }' % (result_code, name, call_arguments))
+            if result_decl:
+                prnt('  return result;')
+            prnt('}')
+        else:
+            prnt('#  define _cffi_f_%s _cffi_d_%s' % (name, name))
+        #
+        prnt('#endif')        # ------------------------------
+        prnt()
+
+    def _generate_cpy_function_ctx(self, tp, name):
+        if tp.ellipsis and not self.target_is_python:
+            self._generate_cpy_constant_ctx(tp, name)
+            return
+        type_index = self._typesdict[tp.as_raw_function()]
+        numargs = len(tp.args)
+        if self.target_is_python:
+            meth_kind = OP_DLOPEN_FUNC
+        elif numargs == 0:
+            meth_kind = OP_CPYTHON_BLTN_N   # 'METH_NOARGS'
+        elif numargs == 1:
+            meth_kind = OP_CPYTHON_BLTN_O   # 'METH_O'
+        else:
+            meth_kind = OP_CPYTHON_BLTN_V   # 'METH_VARARGS'
+        self._lsts["global"].append(
+            GlobalExpr(name, '_cffi_f_%s' % name,
+                       CffiOp(meth_kind, type_index),
+                       size='_cffi_d_%s' % name))
+
+    # ----------
+    # named structs or unions
+
+    def _field_type(self, tp_struct, field_name, tp_field):
+        if isinstance(tp_field, model.ArrayType):
+            actual_length = tp_field.length
+            if actual_length == '...':
+                ptr_struct_name = tp_struct.get_c_name('*')
+                actual_length = '_cffi_array_len(((%s)0)->%s)' % (
+                    ptr_struct_name, field_name)
+            tp_item = self._field_type(tp_struct, '%s[0]' % field_name,
+                                       tp_field.item)
+            tp_field = model.ArrayType(tp_item, actual_length)
+        return tp_field
+
+    def _struct_collecttype(self, tp):
+        self._do_collect_type(tp)
+        if self.target_is_python:
+            # also requires nested anon struct/unions in ABI mode, recursively
+            for fldtype in tp.anonymous_struct_fields():
+                self._struct_collecttype(fldtype)
+
+    def _struct_decl(self, tp, cname, approxname):
+        if tp.fldtypes is None:
+            return
+        prnt = self._prnt
+        checkfuncname = '_cffi_checkfld_%s' % (approxname,)
+        prnt('_CFFI_UNUSED_FN')
+        prnt('static void %s(%s *p)' % (checkfuncname, cname))
+        prnt('{')
+        prnt('  /* only to generate compile-time warnings or errors */')
+        prnt('  (void)p;')
+        for fname, ftype, fbitsize, fqual in self._enum_fields(tp):
+            try:
+                if ftype.is_integer_type() or fbitsize >= 0:
+                    # accept all integers, but complain on float or double
+                    if fname != '':
+                        prnt("  (void)((p->%s) | 0);  /* check that '%s.%s' is "
+                             "an integer */" % (fname, cname, fname))
+                    continue
+                # only accept exactly the type declared, except that '[]'
+                # is interpreted as a '*' and so will match any array length.
+                # (It would also match '*', but that's harder to detect...)
+                while (isinstance(ftype, model.ArrayType)
+                       and (ftype.length is None or ftype.length == '...')):
+                    ftype = ftype.item
+                    fname = fname + '[0]'
+                prnt('  { %s = &p->%s; (void)tmp; }' % (
+                    ftype.get_c_name('*tmp', 'field %r'%fname, quals=fqual),
+                    fname))
+            except VerificationError as e:
+                prnt('  /* %s */' % str(e))   # cannot verify it, ignore
+        prnt('}')
+        prnt('struct _cffi_align_%s { char x; %s y; };' % (approxname, cname))
+        prnt()
+
+    def _struct_ctx(self, tp, cname, approxname, named_ptr=None):
+        type_index = self._typesdict[tp]
+        reason_for_not_expanding = None
+        flags = []
+        if isinstance(tp, model.UnionType):
+            flags.append("_CFFI_F_UNION")
+        if tp.fldtypes is None:
+            flags.append("_CFFI_F_OPAQUE")
+            reason_for_not_expanding = "opaque"
+        if (tp not in self.ffi._parser._included_declarations and
+                (named_ptr is None or
+                 named_ptr not in self.ffi._parser._included_declarations)):
+            if tp.fldtypes is None:
+                pass    # opaque
+            elif tp.partial or any(tp.anonymous_struct_fields()):
+                pass    # field layout obtained silently from the C compiler
+            else:
+                flags.append("_CFFI_F_CHECK_FIELDS")
+            if tp.packed:
+                if tp.packed > 1:
+                    raise NotImplementedError(
+                        "%r is declared with 'pack=%r'; only 0 or 1 are "
+                        "supported in API mode (try to use \"...;\", which "
+                        "does not require a 'pack' declaration)" %
+                        (tp, tp.packed))
+                flags.append("_CFFI_F_PACKED")
+        else:
+            flags.append("_CFFI_F_EXTERNAL")
+            reason_for_not_expanding = "external"
+        flags = '|'.join(flags) or '0'
+        c_fields = []
+        if reason_for_not_expanding is None:
+            enumfields = list(self._enum_fields(tp))
+            for fldname, fldtype, fbitsize, fqual in enumfields:
+                fldtype = self._field_type(tp, fldname, fldtype)
+                self._check_not_opaque(fldtype,
+                                       "field '%s.%s'" % (tp.name, fldname))
+                # cname is None for _add_missing_struct_unions() only
+                op = OP_NOOP
+                if fbitsize >= 0:
+                    op = OP_BITFIELD
+                    size = '%d /* bits */' % fbitsize
+                elif cname is None or (
+                        isinstance(fldtype, model.ArrayType) and
+                        fldtype.length is None):
+                    size = '(size_t)-1'
+                else:
+                    size = 'sizeof(((%s)0)->%s)' % (
+                        tp.get_c_name('*') if named_ptr is None
+                                           else named_ptr.name,
+                        fldname)
+                if cname is None or fbitsize >= 0:
+                    offset = '(size_t)-1'
+                elif named_ptr is not None:
+                    offset = '((char *)&((%s)0)->%s) - (char *)0' % (
+                        named_ptr.name, fldname)
+                else:
+                    offset = 'offsetof(%s, %s)' % (tp.get_c_name(''), fldname)
+                c_fields.append(
+                    FieldExpr(fldname, offset, size, fbitsize,
+                              CffiOp(op, self._typesdict[fldtype])))
+            first_field_index = len(self._lsts["field"])
+            self._lsts["field"].extend(c_fields)
+            #
+            if cname is None:  # unknown name, for _add_missing_struct_unions
+                size = '(size_t)-2'
+                align = -2
+                comment = "unnamed"
+            else:
+                if named_ptr is not None:
+                    size = 'sizeof(*(%s)0)' % (named_ptr.name,)
+                    align = '-1 /* unknown alignment */'
+                else:
+                    size = 'sizeof(%s)' % (cname,)
+                    align = 'offsetof(struct _cffi_align_%s, y)' % (approxname,)
+                comment = None
+        else:
+            size = '(size_t)-1'
+            align = -1
+            first_field_index = -1
+            comment = reason_for_not_expanding
+        self._lsts["struct_union"].append(
+            StructUnionExpr(tp.name, type_index, flags, size, align, comment,
+                            first_field_index, c_fields))
+        self._seen_struct_unions.add(tp)
+
+    def _check_not_opaque(self, tp, location):
+        while isinstance(tp, model.ArrayType):
+            tp = tp.item
+        if isinstance(tp, model.StructOrUnion) and tp.fldtypes is None:
+            raise TypeError(
+                "%s is of an opaque type (not declared in cdef())" % location)
+
+    def _add_missing_struct_unions(self):
+        # not very nice, but some struct declarations might be missing
+        # because they don't have any known C name.  Check that they are
+        # not partial (we can't complete or verify them!) and emit them
+        # anonymously.
+        lst = list(self._struct_unions.items())
+        lst.sort(key=lambda tp_order: tp_order[1])
+        for tp, order in lst:
+            if tp not in self._seen_struct_unions:
+                if tp.partial:
+                    raise NotImplementedError("internal inconsistency: %r is "
+                                              "partial but was not seen at "
+                                              "this point" % (tp,))
+                if tp.name.startswith('$') and tp.name[1:].isdigit():
+                    approxname = tp.name[1:]
+                elif tp.name == '_IO_FILE' and tp.forcename == 'FILE':
+                    approxname = 'FILE'
+                    self._typedef_ctx(tp, 'FILE')
+                else:
+                    raise NotImplementedError("internal inconsistency: %r" %
+                                              (tp,))
+                self._struct_ctx(tp, None, approxname)
+
+    def _generate_cpy_struct_collecttype(self, tp, name):
+        self._struct_collecttype(tp)
+    _generate_cpy_union_collecttype = _generate_cpy_struct_collecttype
+
+    def _struct_names(self, tp):
+        cname = tp.get_c_name('')
+        if ' ' in cname:
+            return cname, cname.replace(' ', '_')
+        else:
+            return cname, '_' + cname
+
+    def _generate_cpy_struct_decl(self, tp, name):
+        self._struct_decl(tp, *self._struct_names(tp))
+    _generate_cpy_union_decl = _generate_cpy_struct_decl
+
+    def _generate_cpy_struct_ctx(self, tp, name):
+        self._struct_ctx(tp, *self._struct_names(tp))
+    _generate_cpy_union_ctx = _generate_cpy_struct_ctx
+
+    # ----------
+    # 'anonymous' declarations.  These are produced for anonymous structs
+    # or unions; the 'name' is obtained by a typedef.
+
+    def _generate_cpy_anonymous_collecttype(self, tp, name):
+        if isinstance(tp, model.EnumType):
+            self._generate_cpy_enum_collecttype(tp, name)
+        else:
+            self._struct_collecttype(tp)
+
+    def _generate_cpy_anonymous_decl(self, tp, name):
+        if isinstance(tp, model.EnumType):
+            self._generate_cpy_enum_decl(tp)
+        else:
+            self._struct_decl(tp, name, 'typedef_' + name)
+
+    def _generate_cpy_anonymous_ctx(self, tp, name):
+        if isinstance(tp, model.EnumType):
+            self._enum_ctx(tp, name)
+        else:
+            self._struct_ctx(tp, name, 'typedef_' + name)
+
+    # ----------
+    # constants, declared with "static const ..."
+
+    def _generate_cpy_const(self, is_int, name, tp=None, category='const',
+                            check_value=None):
+        if (category, name) in self._seen_constants:
+            raise VerificationError(
+                "duplicate declaration of %s '%s'" % (category, name))
+        self._seen_constants.add((category, name))
+        #
+        prnt = self._prnt
+        funcname = '_cffi_%s_%s' % (category, name)
+        if is_int:
+            prnt('static int %s(unsigned long long *o)' % funcname)
+            prnt('{')
+            prnt('  int n = (%s) <= 0;' % (name,))
+            prnt('  *o = (unsigned long long)((%s) | 0);'
+                 '  /* check that %s is an integer */' % (name, name))
+            if check_value is not None:
+                if check_value > 0:
+                    check_value = '%dU' % (check_value,)
+                prnt('  if (!_cffi_check_int(*o, n, %s))' % (check_value,))
+                prnt('    n |= 2;')
+            prnt('  return n;')
+            prnt('}')
+        else:
+            assert check_value is None
+            prnt('static void %s(char *o)' % funcname)
+            prnt('{')
+            prnt('  *(%s)o = %s;' % (tp.get_c_name('*'), name))
+            prnt('}')
+        prnt()
+
+    def _generate_cpy_constant_collecttype(self, tp, name):
+        is_int = tp.is_integer_type()
+        if not is_int or self.target_is_python:
+            self._do_collect_type(tp)
+
+    def _generate_cpy_constant_decl(self, tp, name):
+        is_int = tp.is_integer_type()
+        self._generate_cpy_const(is_int, name, tp)
+
+    def _generate_cpy_constant_ctx(self, tp, name):
+        if not self.target_is_python and tp.is_integer_type():
+            type_op = CffiOp(OP_CONSTANT_INT, -1)
+        else:
+            if self.target_is_python:
+                const_kind = OP_DLOPEN_CONST
+            else:
+                const_kind = OP_CONSTANT
+            type_index = self._typesdict[tp]
+            type_op = CffiOp(const_kind, type_index)
+        self._lsts["global"].append(
+            GlobalExpr(name, '_cffi_const_%s' % name, type_op))
+
+    # ----------
+    # enums
+
+    def _generate_cpy_enum_collecttype(self, tp, name):
+        self._do_collect_type(tp)
+
+    def _generate_cpy_enum_decl(self, tp, name=None):
+        for enumerator in tp.enumerators:
+            self._generate_cpy_const(True, enumerator)
+
+    def _enum_ctx(self, tp, cname):
+        type_index = self._typesdict[tp]
+        type_op = CffiOp(OP_ENUM, -1)
+        if self.target_is_python:
+            tp.check_not_partial()
+        for enumerator, enumvalue in zip(tp.enumerators, tp.enumvalues):
+            self._lsts["global"].append(
+                GlobalExpr(enumerator, '_cffi_const_%s' % enumerator, type_op,
+                           check_value=enumvalue))
+        #
+        if cname is not None and '$' not in cname and not self.target_is_python:
+            size = "sizeof(%s)" % cname
+            signed = "((%s)-1) <= 0" % cname
+        else:
+            basetp = tp.build_baseinttype(self.ffi, [])
+            size = self.ffi.sizeof(basetp)
+            signed = int(int(self.ffi.cast(basetp, -1)) < 0)
+        allenums = ",".join(tp.enumerators)
+        self._lsts["enum"].append(
+            EnumExpr(tp.name, type_index, size, signed, allenums))
+
+    def _generate_cpy_enum_ctx(self, tp, name):
+        self._enum_ctx(tp, tp._get_c_name())
+
+    # ----------
+    # macros: for now only for integers
+
+    def _generate_cpy_macro_collecttype(self, tp, name):
+        pass
+
+    def _generate_cpy_macro_decl(self, tp, name):
+        if tp == '...':
+            check_value = None
+        else:
+            check_value = tp     # an integer
+        self._generate_cpy_const(True, name, check_value=check_value)
+
+    def _generate_cpy_macro_ctx(self, tp, name):
+        if tp == '...':
+            if self.target_is_python:
+                raise VerificationError(
+                    "cannot use the syntax '...' in '#define %s ...' when "
+                    "using the ABI mode" % (name,))
+            check_value = None
+        else:
+            check_value = tp     # an integer
+        type_op = CffiOp(OP_CONSTANT_INT, -1)
+        self._lsts["global"].append(
+            GlobalExpr(name, '_cffi_const_%s' % name, type_op,
+                       check_value=check_value))
+
+    # ----------
+    # global variables
+
+    def _global_type(self, tp, global_name):
+        if isinstance(tp, model.ArrayType):
+            actual_length = tp.length
+            if actual_length == '...':
+                actual_length = '_cffi_array_len(%s)' % (global_name,)
+            tp_item = self._global_type(tp.item, '%s[0]' % global_name)
+            tp = model.ArrayType(tp_item, actual_length)
+        return tp
+
+    def _generate_cpy_variable_collecttype(self, tp, name):
+        self._do_collect_type(self._global_type(tp, name))
+
+    def _generate_cpy_variable_decl(self, tp, name):
+        prnt = self._prnt
+        tp = self._global_type(tp, name)
+        if isinstance(tp, model.ArrayType) and tp.length is None:
+            tp = tp.item
+            ampersand = ''
+        else:
+            ampersand = '&'
+        # This code assumes that casts from "tp *" to "void *" is a
+        # no-op, i.e. a function that returns a "tp *" can be called
+        # as if it returned a "void *".  This should be generally true
+        # on any modern machine.  The only exception to that rule (on
+        # uncommon architectures, and as far as I can tell) might be
+        # if 'tp' were a function type, but that is not possible here.
+        # (If 'tp' is a function _pointer_ type, then casts from "fn_t
+        # **" to "void *" are again no-ops, as far as I can tell.)
+        decl = '*_cffi_var_%s(void)' % (name,)
+        prnt('static ' + tp.get_c_name(decl, quals=self._current_quals))
+        prnt('{')
+        prnt('  return %s(%s);' % (ampersand, name))
+        prnt('}')
+        prnt()
+
+    def _generate_cpy_variable_ctx(self, tp, name):
+        tp = self._global_type(tp, name)
+        type_index = self._typesdict[tp]
+        if self.target_is_python:
+            op = OP_GLOBAL_VAR
+        else:
+            op = OP_GLOBAL_VAR_F
+        self._lsts["global"].append(
+            GlobalExpr(name, '_cffi_var_%s' % name, CffiOp(op, type_index)))
+
+    # ----------
+    # extern "Python"
+
+    def _generate_cpy_extern_python_collecttype(self, tp, name):
+        assert isinstance(tp, model.FunctionPtrType)
+        self._do_collect_type(tp)
+    _generate_cpy_dllexport_python_collecttype = \
+      _generate_cpy_extern_python_plus_c_collecttype = \
+      _generate_cpy_extern_python_collecttype
+
+    def _extern_python_decl(self, tp, name, tag_and_space):
+        prnt = self._prnt
+        if isinstance(tp.result, model.VoidType):
+            size_of_result = '0'
+        else:
+            context = 'result of %s' % name
+            size_of_result = '(int)sizeof(%s)' % (
+                tp.result.get_c_name('', context),)
+        prnt('static struct _cffi_externpy_s _cffi_externpy__%s =' % name)
+        prnt('  { "%s.%s", %s, 0, 0 };' % (
+            self.module_name, name, size_of_result))
+        prnt()
+        #
+        arguments = []
+        context = 'argument of %s' % name
+        for i, type in enumerate(tp.args):
+            arg = type.get_c_name(' a%d' % i, context)
+            arguments.append(arg)
+        #
+        repr_arguments = ', '.join(arguments)
+        repr_arguments = repr_arguments or 'void'
+        name_and_arguments = '%s(%s)' % (name, repr_arguments)
+        if tp.abi == "__stdcall":
+            name_and_arguments = '_cffi_stdcall ' + name_and_arguments
+        #
+        def may_need_128_bits(tp):
+            return (isinstance(tp, model.PrimitiveType) and
+                    tp.name == 'long double')
+        #
+        size_of_a = max(len(tp.args)*8, 8)
+        if may_need_128_bits(tp.result):
+            size_of_a = max(size_of_a, 16)
+        if isinstance(tp.result, model.StructOrUnion):
+            size_of_a = 'sizeof(%s) > %d ? sizeof(%s) : %d' % (
+                tp.result.get_c_name(''), size_of_a,
+                tp.result.get_c_name(''), size_of_a)
+        prnt('%s%s' % (tag_and_space, tp.result.get_c_name(name_and_arguments)))
+        prnt('{')
+        prnt('  char a[%s];' % size_of_a)
+        prnt('  char *p = a;')
+        for i, type in enumerate(tp.args):
+            arg = 'a%d' % i
+            if (isinstance(type, model.StructOrUnion) or
+                    may_need_128_bits(type)):
+                arg = '&' + arg
+                type = model.PointerType(type)
+            prnt('  *(%s)(p + %d) = %s;' % (type.get_c_name('*'), i*8, arg))
+        prnt('  _cffi_call_python(&_cffi_externpy__%s, p);' % name)
+        if not isinstance(tp.result, model.VoidType):
+            prnt('  return *(%s)p;' % (tp.result.get_c_name('*'),))
+        prnt('}')
+        prnt()
+        self._num_externpy += 1
+
+    def _generate_cpy_extern_python_decl(self, tp, name):
+        self._extern_python_decl(tp, name, 'static ')
+
+    def _generate_cpy_dllexport_python_decl(self, tp, name):
+        self._extern_python_decl(tp, name, 'CFFI_DLLEXPORT ')
+
+    def _generate_cpy_extern_python_plus_c_decl(self, tp, name):
+        self._extern_python_decl(tp, name, '')
+
+    def _generate_cpy_extern_python_ctx(self, tp, name):
+        if self.target_is_python:
+            raise VerificationError(
+                "cannot use 'extern \"Python\"' in the ABI mode")
+        if tp.ellipsis:
+            raise NotImplementedError("a vararg function is extern \"Python\"")
+        type_index = self._typesdict[tp]
+        type_op = CffiOp(OP_EXTERN_PYTHON, type_index)
+        self._lsts["global"].append(
+            GlobalExpr(name, '&_cffi_externpy__%s' % name, type_op, name))
+
+    _generate_cpy_dllexport_python_ctx = \
+      _generate_cpy_extern_python_plus_c_ctx = \
+      _generate_cpy_extern_python_ctx
+
+    def _print_string_literal_in_array(self, s):
+        prnt = self._prnt
+        prnt('// # NB. this is not a string because of a size limit in MSVC')
+        if not isinstance(s, bytes):    # unicode
+            s = s.encode('utf-8')       # -> bytes
+        else:
+            s.decode('utf-8')           # got bytes, check for valid utf-8
+        try:
+            s.decode('ascii')
+        except UnicodeDecodeError:
+            s = b'# -*- encoding: utf8 -*-\n' + s
+        for line in s.splitlines(True):
+            comment = line
+            if type('//') is bytes:     # python2
+                line = map(ord, line)   #     make a list of integers
+            else:                       # python3
+                # type(line) is bytes, which enumerates like a list of integers
+                comment = ascii(comment)[1:-1]
+            prnt(('// ' + comment).rstrip())
+            printed_line = ''
+            for c in line:
+                if len(printed_line) >= 76:
+                    prnt(printed_line)
+                    printed_line = ''
+                printed_line += '%d,' % (c,)
+            prnt(printed_line)
+
+    # ----------
+    # emitting the opcodes for individual types
+
+    def _emit_bytecode_VoidType(self, tp, index):
+        self.cffi_types[index] = CffiOp(OP_PRIMITIVE, PRIM_VOID)
+
+    def _emit_bytecode_PrimitiveType(self, tp, index):
+        prim_index = PRIMITIVE_TO_INDEX[tp.name]
+        self.cffi_types[index] = CffiOp(OP_PRIMITIVE, prim_index)
+
+    def _emit_bytecode_UnknownIntegerType(self, tp, index):
+        s = ('_cffi_prim_int(sizeof(%s), (\n'
+             '           ((%s)-1) | 0 /* check that %s is an integer type */\n'
+             '         ) <= 0)' % (tp.name, tp.name, tp.name))
+        self.cffi_types[index] = CffiOp(OP_PRIMITIVE, s)
+
+    def _emit_bytecode_UnknownFloatType(self, tp, index):
+        s = ('_cffi_prim_float(sizeof(%s) *\n'
+             '           (((%s)1) / 2) * 2 /* integer => 0, float => 1 */\n'
+             '         )' % (tp.name, tp.name))
+        self.cffi_types[index] = CffiOp(OP_PRIMITIVE, s)
+
+    def _emit_bytecode_RawFunctionType(self, tp, index):
+        self.cffi_types[index] = CffiOp(OP_FUNCTION, self._typesdict[tp.result])
+        index += 1
+        for tp1 in tp.args:
+            realindex = self._typesdict[tp1]
+            if index != realindex:
+                if isinstance(tp1, model.PrimitiveType):
+                    self._emit_bytecode_PrimitiveType(tp1, index)
+                else:
+                    self.cffi_types[index] = CffiOp(OP_NOOP, realindex)
+            index += 1
+        flags = int(tp.ellipsis)
+        if tp.abi is not None:
+            if tp.abi == '__stdcall':
+                flags |= 2
+            else:
+                raise NotImplementedError("abi=%r" % (tp.abi,))
+        self.cffi_types[index] = CffiOp(OP_FUNCTION_END, flags)
+
+    def _emit_bytecode_PointerType(self, tp, index):
+        self.cffi_types[index] = CffiOp(OP_POINTER, self._typesdict[tp.totype])
+
+    _emit_bytecode_ConstPointerType = _emit_bytecode_PointerType
+    _emit_bytecode_NamedPointerType = _emit_bytecode_PointerType
+
+    def _emit_bytecode_FunctionPtrType(self, tp, index):
+        raw = tp.as_raw_function()
+        self.cffi_types[index] = CffiOp(OP_POINTER, self._typesdict[raw])
+
+    def _emit_bytecode_ArrayType(self, tp, index):
+        item_index = self._typesdict[tp.item]
+        if tp.length is None:
+            self.cffi_types[index] = CffiOp(OP_OPEN_ARRAY, item_index)
+        elif tp.length == '...':
+            raise VerificationError(
+                "type %s badly placed: the '...' array length can only be "
+                "used on global arrays or on fields of structures" % (
+                    str(tp).replace('/*...*/', '...'),))
+        else:
+            assert self.cffi_types[index + 1] == 'LEN'
+            self.cffi_types[index] = CffiOp(OP_ARRAY, item_index)
+            self.cffi_types[index + 1] = CffiOp(None, str(tp.length))
+
+    def _emit_bytecode_StructType(self, tp, index):
+        struct_index = self._struct_unions[tp]
+        self.cffi_types[index] = CffiOp(OP_STRUCT_UNION, struct_index)
+    _emit_bytecode_UnionType = _emit_bytecode_StructType
+
+    def _emit_bytecode_EnumType(self, tp, index):
+        enum_index = self._enums[tp]
+        self.cffi_types[index] = CffiOp(OP_ENUM, enum_index)
+
+
+if sys.version_info >= (3,):
+    NativeIO = io.StringIO
+else:
+    class NativeIO(io.BytesIO):
+        def write(self, s):
+            if isinstance(s, unicode):
+                s = s.encode('ascii')
+            super(NativeIO, self).write(s)
+
+def _make_c_or_py_source(ffi, module_name, preamble, target_file, verbose):
+    if verbose:
+        print("generating %s" % (target_file,))
+    recompiler = Recompiler(ffi, module_name,
+                            target_is_python=(preamble is None))
+    recompiler.collect_type_table()
+    recompiler.collect_step_tables()
+    f = NativeIO()
+    recompiler.write_source_to_f(f, preamble)
+    output = f.getvalue()
+    try:
+        with open(target_file, 'r') as f1:
+            if f1.read(len(output) + 1) != output:
+                raise IOError
+        if verbose:
+            print("(already up-to-date)")
+        return False     # already up-to-date
+    except IOError:
+        tmp_file = '%s.~%d' % (target_file, os.getpid())
+        with open(tmp_file, 'w') as f1:
+            f1.write(output)
+        try:
+            os.rename(tmp_file, target_file)
+        except OSError:
+            os.unlink(target_file)
+            os.rename(tmp_file, target_file)
+        return True
+
+def make_c_source(ffi, module_name, preamble, target_c_file, verbose=False):
+    assert preamble is not None
+    return _make_c_or_py_source(ffi, module_name, preamble, target_c_file,
+                                verbose)
+
+def make_py_source(ffi, module_name, target_py_file, verbose=False):
+    return _make_c_or_py_source(ffi, module_name, None, target_py_file,
+                                verbose)
+
+def _modname_to_file(outputdir, modname, extension):
+    parts = modname.split('.')
+    try:
+        os.makedirs(os.path.join(outputdir, *parts[:-1]))
+    except OSError:
+        pass
+    parts[-1] += extension
+    return os.path.join(outputdir, *parts), parts
+
+
+# Aaargh.  Distutils is not tested at all for the purpose of compiling
+# DLLs that are not extension modules.  Here are some hacks to work
+# around that, in the _patch_for_*() functions...
+
+def _patch_meth(patchlist, cls, name, new_meth):
+    old = getattr(cls, name)
+    patchlist.append((cls, name, old))
+    setattr(cls, name, new_meth)
+    return old
+
+def _unpatch_meths(patchlist):
+    for cls, name, old_meth in reversed(patchlist):
+        setattr(cls, name, old_meth)
+
+def _patch_for_embedding(patchlist):
+    if sys.platform == 'win32':
+        # we must not remove the manifest when building for embedding!
+        from distutils.msvc9compiler import MSVCCompiler
+        _patch_meth(patchlist, MSVCCompiler, '_remove_visual_c_ref',
+                    lambda self, manifest_file: manifest_file)
+
+    if sys.platform == 'darwin':
+        # we must not make a '-bundle', but a '-dynamiclib' instead
+        from distutils.ccompiler import CCompiler
+        def my_link_shared_object(self, *args, **kwds):
+            if '-bundle' in self.linker_so:
+                self.linker_so = list(self.linker_so)
+                i = self.linker_so.index('-bundle')
+                self.linker_so[i] = '-dynamiclib'
+            return old_link_shared_object(self, *args, **kwds)
+        old_link_shared_object = _patch_meth(patchlist, CCompiler,
+                                             'link_shared_object',
+                                             my_link_shared_object)
+
+def _patch_for_target(patchlist, target):
+    from distutils.command.build_ext import build_ext
+    # if 'target' is different from '*', we need to patch some internal
+    # method to just return this 'target' value, instead of having it
+    # built from module_name
+    if target.endswith('.*'):
+        target = target[:-2]
+        if sys.platform == 'win32':
+            target += '.dll'
+        elif sys.platform == 'darwin':
+            target += '.dylib'
+        else:
+            target += '.so'
+    _patch_meth(patchlist, build_ext, 'get_ext_filename',
+                lambda self, ext_name: target)
+
+
+def recompile(ffi, module_name, preamble, tmpdir='.', call_c_compiler=True,
+              c_file=None, source_extension='.c', extradir=None,
+              compiler_verbose=1, target=None, debug=None, **kwds):
+    if not isinstance(module_name, str):
+        module_name = module_name.encode('ascii')
+    if ffi._windows_unicode:
+        ffi._apply_windows_unicode(kwds)
+    if preamble is not None:
+        embedding = (ffi._embedding is not None)
+        if embedding:
+            ffi._apply_embedding_fix(kwds)
+        if c_file is None:
+            c_file, parts = _modname_to_file(tmpdir, module_name,
+                                             source_extension)
+            if extradir:
+                parts = [extradir] + parts
+            ext_c_file = os.path.join(*parts)
+        else:
+            ext_c_file = c_file
+        #
+        if target is None:
+            if embedding:
+                target = '%s.*' % module_name
+            else:
+                target = '*'
+        #
+        ext = ffiplatform.get_extension(ext_c_file, module_name, **kwds)
+        updated = make_c_source(ffi, module_name, preamble, c_file,
+                                verbose=compiler_verbose)
+        if call_c_compiler:
+            patchlist = []
+            cwd = os.getcwd()
+            try:
+                if embedding:
+                    _patch_for_embedding(patchlist)
+                if target != '*':
+                    _patch_for_target(patchlist, target)
+                if compiler_verbose:
+                    if tmpdir == '.':
+                        msg = 'the current directory is'
+                    else:
+                        msg = 'setting the current directory to'
+                    print('%s %r' % (msg, os.path.abspath(tmpdir)))
+                os.chdir(tmpdir)
+                outputfilename = ffiplatform.compile('.', ext,
+                                                     compiler_verbose, debug)
+            finally:
+                os.chdir(cwd)
+                _unpatch_meths(patchlist)
+            return outputfilename
+        else:
+            return ext, updated
+    else:
+        if c_file is None:
+            c_file, _ = _modname_to_file(tmpdir, module_name, '.py')
+        updated = make_py_source(ffi, module_name, c_file,
+                                 verbose=compiler_verbose)
+        if call_c_compiler:
+            return c_file
+        else:
+            return None, updated
+
diff --git a/venv/lib/python3.8/site-packages/cffi/setuptools_ext.py b/venv/lib/python3.8/site-packages/cffi/setuptools_ext.py
new file mode 120000
index 0000000..47acf7f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/setuptools_ext.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/45/44/75/ecde5ff20a624010655cbdf83fd16d3aed6684721a01fdd62658394b82
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/vengine_cpy.py b/venv/lib/python3.8/site-packages/cffi/vengine_cpy.py
new file mode 120000
index 0000000..63f3395
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/vengine_cpy.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/62/09/4d/f184be51a1c4bf6936731828b4d584f3b7475f6d3eebc1322a888a5180
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/vengine_gen.py b/venv/lib/python3.8/site-packages/cffi/vengine_gen.py
new file mode 120000
index 0000000..602378a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/vengine_gen.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e5/d5/fb/b350d4ea94c138c23aa13567ffc0679abbbf963f77d81e9be2fdbd1e58
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cffi/verifier.py b/venv/lib/python3.8/site-packages/cffi/verifier.py
new file mode 120000
index 0000000..73a8775
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cffi/verifier.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/11/2c/2e/5d65ed5eb2846a008abde2d10e31732cd0b268a76a02002529111cca16
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/LICENSE b/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/LICENSE
new file mode 120000
index 0000000..e071049
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/eb/31/a0/c5a4fb09b8a4e32055d25c1e5f9c358a2752fef3cd720213d1ccfee241
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/METADATA b/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/METADATA
new file mode 100644
index 0000000..c6ebd7d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/METADATA
@@ -0,0 +1,269 @@
+Metadata-Version: 2.1
+Name: charset-normalizer
+Version: 2.1.1
+Summary: The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+Home-page: https://github.com/ousret/charset_normalizer
+Author: Ahmed TAHRI @Ousret
+Author-email: ahmed.tahri@cloudnursery.dev
+License: MIT
+Project-URL: Bug Reports, https://github.com/Ousret/charset_normalizer/issues
+Project-URL: Documentation, https://charset-normalizer.readthedocs.io/en/latest
+Keywords: encoding,i18n,txt,text,charset,charset-detector,normalization,unicode,chardet
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Intended Audience :: Developers
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Topic :: Text Processing :: Linguistic
+Classifier: Topic :: Utilities
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Typing :: Typed
+Requires-Python: >=3.6.0
+Description-Content-Type: text/markdown
+License-File: LICENSE
+Provides-Extra: unicode_backport
+Requires-Dist: unicodedata2 ; extra == 'unicode_backport'
+
+
+<h1 align="center">Charset Detection, for Everyone 👋 <a href="https://twitter.com/intent/tweet?text=The%20Real%20First%20Universal%20Charset%20%26%20Language%20Detector&url=https://www.github.com/Ousret/charset_normalizer&hashtags=python,encoding,chardet,developers"><img src="https://img.shields.io/twitter/url/http/shields.io.svg?style=social"/></a></h1>
+
+<p align="center">
+  <sup>The Real First Universal Charset Detector</sup><br>
+  <a href="https://pypi.org/project/charset-normalizer">
+    <img src="https://img.shields.io/pypi/pyversions/charset_normalizer.svg?orange=blue" />
+  </a>
+  <a href="https://codecov.io/gh/Ousret/charset_normalizer">
+      <img src="https://codecov.io/gh/Ousret/charset_normalizer/branch/master/graph/badge.svg" />
+  </a>
+  <a href="https://pepy.tech/project/charset-normalizer/">
+    <img alt="Download Count Total" src="https://pepy.tech/badge/charset-normalizer/month" />
+  </a>
+</p>
+
+> A library that helps you read text from an unknown charset encoding.<br /> Motivated by `chardet`,
+> I'm trying to resolve the issue by taking a new approach.
+> All IANA character set names for which the Python core library provides codecs are supported.
+
+<p align="center">
+  >>>>> <a href="https://charsetnormalizerweb.ousret.now.sh" target="_blank">👉 Try Me Online Now, Then Adopt Me 👈 </a> <<<<<
+</p>
+
+This project offers you an alternative to **Universal Charset Encoding Detector**, also known as **Chardet**.
+
+| Feature       | [Chardet](https://github.com/chardet/chardet)       | Charset Normalizer | [cChardet](https://github.com/PyYoshi/cChardet) |
+| ------------- | :-------------: | :------------------: | :------------------: |
+| `Fast`         | ❌<br>          | ✅<br>             | ✅ <br> |
+| `Universal**`     | ❌            | ✅                 | ❌ |
+| `Reliable` **without** distinguishable standards | ❌ | ✅ | ✅ |
+| `Reliable` **with** distinguishable standards | ✅ | ✅ | ✅ |
+| `License` | LGPL-2.1<br>_restrictive_ | MIT | MPL-1.1<br>_restrictive_ |
+| `Native Python` | ✅ | ✅ | ❌ |
+| `Detect spoken language` | ❌ | ✅ | N/A |
+| `UnicodeDecodeError Safety` | ❌ | ✅ | ❌ |
+| `Whl Size` | 193.6 kB | 39.5 kB | ~200 kB |
+| `Supported Encoding` | 33 | :tada: [93](https://charset-normalizer.readthedocs.io/en/latest/user/support.html#supported-encodings)  | 40
+
+<p align="center">
+<img src="https://i.imgflip.com/373iay.gif" alt="Reading Normalized Text" width="226"/><img src="https://media.tenor.com/images/c0180f70732a18b4965448d33adba3d0/tenor.gif" alt="Cat Reading Text" width="200"/>
+
+*\*\* : They are clearly using specific code for a specific encoding even if covering most of used one*<br> 
+Did you got there because of the logs? See [https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html](https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html)
+
+## ⭐ Your support
+
+*Fork, test-it, star-it, submit your ideas! We do listen.*
+  
+## ⚡ Performance
+
+This package offer better performance than its counterpart Chardet. Here are some numbers.
+
+| Package       | Accuracy       | Mean per file (ms) | File per sec (est) |
+| ------------- | :-------------: | :------------------: | :------------------: |
+|      [chardet](https://github.com/chardet/chardet)        |     86 %     |     200 ms      |       5 file/sec        |
+| charset-normalizer |    **98 %**     |     **39 ms**      |       26 file/sec    |
+
+| Package       | 99th percentile       | 95th percentile | 50th percentile |
+| ------------- | :-------------: | :------------------: | :------------------: |
+|      [chardet](https://github.com/chardet/chardet)        |     1200 ms     |     287 ms      |       23 ms        |
+| charset-normalizer |    400 ms     |     200 ms      |       15 ms    |
+
+Chardet's performance on larger file (1MB+) are very poor. Expect huge difference on large payload.
+
+> Stats are generated using 400+ files using default parameters. More details on used files, see GHA workflows.
+> And yes, these results might change at any time. The dataset can be updated to include more files.
+> The actual delays heavily depends on your CPU capabilities. The factors should remain the same.
+> Keep in mind that the stats are generous and that Chardet accuracy vs our is measured using Chardet initial capability
+> (eg. Supported Encoding) Challenge-them if you want.
+
+[cchardet](https://github.com/PyYoshi/cChardet) is a non-native (cpp binding) and unmaintained faster alternative with 
+a better accuracy than chardet but lower than this package. If speed is the most important factor, you should try it.
+
+## ✨ Installation
+
+Using PyPi for latest stable
+```sh
+pip install charset-normalizer -U
+```
+
+If you want a more up-to-date `unicodedata` than the one available in your Python setup.
+```sh
+pip install charset-normalizer[unicode_backport] -U
+```
+
+## 🚀 Basic Usage
+
+### CLI
+This package comes with a CLI.
+
+```
+usage: normalizer [-h] [-v] [-a] [-n] [-m] [-r] [-f] [-t THRESHOLD]
+                  file [file ...]
+
+The Real First Universal Charset Detector. Discover originating encoding used
+on text file. Normalize text to unicode.
+
+positional arguments:
+  files                 File(s) to be analysed
+
+optional arguments:
+  -h, --help            show this help message and exit
+  -v, --verbose         Display complementary information about file if any.
+                        Stdout will contain logs about the detection process.
+  -a, --with-alternative
+                        Output complementary possibilities if any. Top-level
+                        JSON WILL be a list.
+  -n, --normalize       Permit to normalize input file. If not set, program
+                        does not write anything.
+  -m, --minimal         Only output the charset detected to STDOUT. Disabling
+                        JSON output.
+  -r, --replace         Replace file when trying to normalize it instead of
+                        creating a new one.
+  -f, --force           Replace file without asking if you are sure, use this
+                        flag with caution.
+  -t THRESHOLD, --threshold THRESHOLD
+                        Define a custom maximum amount of chaos allowed in
+                        decoded content. 0. <= chaos <= 1.
+  --version             Show version information and exit.
+```
+
+```bash
+normalizer ./data/sample.1.fr.srt
+```
+
+:tada: Since version 1.4.0 the CLI produce easily usable stdout result in JSON format.
+
+```json
+{
+    "path": "/home/default/projects/charset_normalizer/data/sample.1.fr.srt",
+    "encoding": "cp1252",
+    "encoding_aliases": [
+        "1252",
+        "windows_1252"
+    ],
+    "alternative_encodings": [
+        "cp1254",
+        "cp1256",
+        "cp1258",
+        "iso8859_14",
+        "iso8859_15",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_9",
+        "latin_1",
+        "mbcs"
+    ],
+    "language": "French",
+    "alphabets": [
+        "Basic Latin",
+        "Latin-1 Supplement"
+    ],
+    "has_sig_or_bom": false,
+    "chaos": 0.149,
+    "coherence": 97.152,
+    "unicode_path": null,
+    "is_preferred": true
+}
+```
+
+### Python
+*Just print out normalized text*
+```python
+from charset_normalizer import from_path
+
+results = from_path('./my_subtitle.srt')
+
+print(str(results.best()))
+```
+
+*Normalize any text file*
+```python
+from charset_normalizer import normalize
+try:
+    normalize('./my_subtitle.srt') # should write to disk my_subtitle-***.srt
+except IOError as e:
+    print('Sadly, we are unable to perform charset normalization.', str(e))
+```
+
+*Upgrade your code without effort*
+```python
+from charset_normalizer import detect
+```
+
+The above code will behave the same as **chardet**. We ensure that we offer the best (reasonable) BC result possible.
+
+See the docs for advanced usage : [readthedocs.io](https://charset-normalizer.readthedocs.io/en/latest/)
+
+## 😇 Why
+
+When I started using Chardet, I noticed that it was not suited to my expectations, and I wanted to propose a
+reliable alternative using a completely different method. Also! I never back down on a good challenge!
+
+I **don't care** about the **originating charset** encoding, because **two different tables** can
+produce **two identical rendered string.**
+What I want is to get readable text, the best I can. 
+
+In a way, **I'm brute forcing text decoding.** How cool is that ? 😎
+
+Don't confuse package **ftfy** with charset-normalizer or chardet. ftfy goal is to repair unicode string whereas charset-normalizer to convert raw file in unknown encoding to unicode.
+
+## 🍰 How
+
+  - Discard all charset encoding table that could not fit the binary content.
+  - Measure chaos, or the mess once opened (by chunks) with a corresponding charset encoding.
+  - Extract matches with the lowest mess detected.
+  - Additionally, we measure coherence / probe for a language.
+
+**Wait a minute**, what is chaos/mess and coherence according to **YOU ?**
+
+*Chaos :* I opened hundred of text files, **written by humans**, with the wrong encoding table. **I observed**, then
+**I established** some ground rules about **what is obvious** when **it seems like** a mess.
+ I know that my interpretation of what is chaotic is very subjective, feel free to contribute in order to
+ improve or rewrite it.
+
+*Coherence :* For each language there is on earth, we have computed ranked letter appearance occurrences (the best we can). So I thought
+that intel is worth something here. So I use those records against decoded text to check if I can detect intelligent design.
+
+## ⚡ Known limitations
+
+  - Language detection is unreliable when text contains two or more languages sharing identical letters. (eg. HTML (english tags) + Turkish content (Sharing Latin characters))
+  - Every charset detector heavily depends on sufficient content. In common cases, do not bother run detection on very tiny content.
+
+## 👤 Contributing
+
+Contributions, issues and feature requests are very much welcome.<br />
+Feel free to check [issues page](https://github.com/ousret/charset_normalizer/issues) if you want to contribute.
+
+## 📝 License
+
+Copyright © 2019 [Ahmed TAHRI @Ousret](https://github.com/Ousret).<br />
+This project is [MIT](https://github.com/Ousret/charset_normalizer/blob/master/LICENSE) licensed.
+
+Characters frequencies used in this project © 2012 [Denny Vrandečić](http://simia.net/letters/)
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/RECORD b/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/RECORD
new file mode 100644
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new file mode 120000
index 0000000..7e89bc1
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+/home/runner/.cache/pip/pool/1b/5e/87/e00dc87a84269cead8578b9e6462928e18a95f1f3373c9eef451a5bcc0
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diff --git a/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/direct_url.json
new file mode 100644
index 0000000..c7199a2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/direct_url.json
@@ -0,0 +1 @@
+{"archive_info": {"hash": "sha256=83e9a75d1911279afd89352c68b45348559d1fc0506b054b346651b5e7fee29f"}, "url": "https://files.pythonhosted.org/packages/db/51/a507c856293ab05cdc1db77ff4bc1268ddd39f29e7dc4919aa497f0adbec/charset_normalizer-2.1.1-py3-none-any.whl"}
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/entry_points.txt b/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/entry_points.txt
new file mode 100644
index 0000000..a06d360
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/entry_points.txt
@@ -0,0 +1,2 @@
+[console_scripts]
+normalizer = charset_normalizer.cli.normalizer:cli_detect
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/top_level.txt
new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer-2.1.1.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ec/04/b2/cde3ebf3fc6e65626c9ea263201b7257cbe1128d30042bf530f4518b74
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer/__init__.py b/venv/lib/python3.8/site-packages/charset_normalizer/__init__.py
new file mode 100644
index 0000000..2dcaf56
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer/__init__.py
@@ -0,0 +1,56 @@
+# -*- coding: utf-8 -*-
+"""
+Charset-Normalizer
+~~~~~~~~~~~~~~
+The Real First Universal Charset Detector.
+A library that helps you read text from an unknown charset encoding.
+Motivated by chardet, This package is trying to resolve the issue by taking a new approach.
+All IANA character set names for which the Python core library provides codecs are supported.
+
+Basic usage:
+   >>> from charset_normalizer import from_bytes
+   >>> results = from_bytes('Bсеки човек има право на образование. Oбразованието!'.encode('utf_8'))
+   >>> best_guess = results.best()
+   >>> str(best_guess)
+   'Bсеки човек има право на образование. Oбразованието!'
+
+Others methods and usages are available - see the full documentation
+at <https://github.com/Ousret/charset_normalizer>.
+:copyright: (c) 2021 by Ahmed TAHRI
+:license: MIT, see LICENSE for more details.
+"""
+import logging
+
+from .api import from_bytes, from_fp, from_path, normalize
+from .legacy import (
+    CharsetDetector,
+    CharsetDoctor,
+    CharsetNormalizerMatch,
+    CharsetNormalizerMatches,
+    detect,
+)
+from .models import CharsetMatch, CharsetMatches
+from .utils import set_logging_handler
+from .version import VERSION, __version__
+
+__all__ = (
+    "from_fp",
+    "from_path",
+    "from_bytes",
+    "normalize",
+    "detect",
+    "CharsetMatch",
+    "CharsetMatches",
+    "CharsetNormalizerMatch",
+    "CharsetNormalizerMatches",
+    "CharsetDetector",
+    "CharsetDoctor",
+    "__version__",
+    "VERSION",
+    "set_logging_handler",
+)
+
+# Attach a NullHandler to the top level logger by default
+# https://docs.python.org/3.3/howto/logging.html#configuring-logging-for-a-library
+
+logging.getLogger("charset_normalizer").addHandler(logging.NullHandler())
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diff --git a/venv/lib/python3.8/site-packages/charset_normalizer/api.py b/venv/lib/python3.8/site-packages/charset_normalizer/api.py
new file mode 100644
index 0000000..72907f9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer/api.py
@@ -0,0 +1,584 @@
+import logging
+import warnings
+from os import PathLike
+from os.path import basename, splitext
+from typing import Any, BinaryIO, List, Optional, Set
+
+from .cd import (
+    coherence_ratio,
+    encoding_languages,
+    mb_encoding_languages,
+    merge_coherence_ratios,
+)
+from .constant import IANA_SUPPORTED, TOO_BIG_SEQUENCE, TOO_SMALL_SEQUENCE, TRACE
+from .md import mess_ratio
+from .models import CharsetMatch, CharsetMatches
+from .utils import (
+    any_specified_encoding,
+    cut_sequence_chunks,
+    iana_name,
+    identify_sig_or_bom,
+    is_cp_similar,
+    is_multi_byte_encoding,
+    should_strip_sig_or_bom,
+)
+
+# Will most likely be controversial
+# logging.addLevelName(TRACE, "TRACE")
+logger = logging.getLogger("charset_normalizer")
+explain_handler = logging.StreamHandler()
+explain_handler.setFormatter(
+    logging.Formatter("%(asctime)s | %(levelname)s | %(message)s")
+)
+
+
+def from_bytes(
+    sequences: bytes,
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.2,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+) -> CharsetMatches:
+    """
+    Given a raw bytes sequence, return the best possibles charset usable to render str objects.
+    If there is no results, it is a strong indicator that the source is binary/not text.
+    By default, the process will extract 5 blocs of 512o each to assess the mess and coherence of a given sequence.
+    And will give up a particular code page after 20% of measured mess. Those criteria are customizable at will.
+
+    The preemptive behavior DOES NOT replace the traditional detection workflow, it prioritize a particular code page
+    but never take it for granted. Can improve the performance.
+
+    You may want to focus your attention to some code page or/and not others, use cp_isolation and cp_exclusion for that
+    purpose.
+
+    This function will strip the SIG in the payload/sequence every time except on UTF-16, UTF-32.
+    By default the library does not setup any handler other than the NullHandler, if you choose to set the 'explain'
+    toggle to True it will alter the logger configuration to add a StreamHandler that is suitable for debugging.
+    Custom logging format and handler can be set manually.
+    """
+
+    if not isinstance(sequences, (bytearray, bytes)):
+        raise TypeError(
+            "Expected object of type bytes or bytearray, got: {0}".format(
+                type(sequences)
+            )
+        )
+
+    if explain:
+        previous_logger_level: int = logger.level
+        logger.addHandler(explain_handler)
+        logger.setLevel(TRACE)
+
+    length: int = len(sequences)
+
+    if length == 0:
+        logger.debug("Encoding detection on empty bytes, assuming utf_8 intention.")
+        if explain:
+            logger.removeHandler(explain_handler)
+            logger.setLevel(previous_logger_level or logging.WARNING)
+        return CharsetMatches([CharsetMatch(sequences, "utf_8", 0.0, False, [], "")])
+
+    if cp_isolation is not None:
+        logger.log(
+            TRACE,
+            "cp_isolation is set. use this flag for debugging purpose. "
+            "limited list of encoding allowed : %s.",
+            ", ".join(cp_isolation),
+        )
+        cp_isolation = [iana_name(cp, False) for cp in cp_isolation]
+    else:
+        cp_isolation = []
+
+    if cp_exclusion is not None:
+        logger.log(
+            TRACE,
+            "cp_exclusion is set. use this flag for debugging purpose. "
+            "limited list of encoding excluded : %s.",
+            ", ".join(cp_exclusion),
+        )
+        cp_exclusion = [iana_name(cp, False) for cp in cp_exclusion]
+    else:
+        cp_exclusion = []
+
+    if length <= (chunk_size * steps):
+        logger.log(
+            TRACE,
+            "override steps (%i) and chunk_size (%i) as content does not fit (%i byte(s) given) parameters.",
+            steps,
+            chunk_size,
+            length,
+        )
+        steps = 1
+        chunk_size = length
+
+    if steps > 1 and length / steps < chunk_size:
+        chunk_size = int(length / steps)
+
+    is_too_small_sequence: bool = len(sequences) < TOO_SMALL_SEQUENCE
+    is_too_large_sequence: bool = len(sequences) >= TOO_BIG_SEQUENCE
+
+    if is_too_small_sequence:
+        logger.log(
+            TRACE,
+            "Trying to detect encoding from a tiny portion of ({}) byte(s).".format(
+                length
+            ),
+        )
+    elif is_too_large_sequence:
+        logger.log(
+            TRACE,
+            "Using lazy str decoding because the payload is quite large, ({}) byte(s).".format(
+                length
+            ),
+        )
+
+    prioritized_encodings: List[str] = []
+
+    specified_encoding: Optional[str] = (
+        any_specified_encoding(sequences) if preemptive_behaviour else None
+    )
+
+    if specified_encoding is not None:
+        prioritized_encodings.append(specified_encoding)
+        logger.log(
+            TRACE,
+            "Detected declarative mark in sequence. Priority +1 given for %s.",
+            specified_encoding,
+        )
+
+    tested: Set[str] = set()
+    tested_but_hard_failure: List[str] = []
+    tested_but_soft_failure: List[str] = []
+
+    fallback_ascii: Optional[CharsetMatch] = None
+    fallback_u8: Optional[CharsetMatch] = None
+    fallback_specified: Optional[CharsetMatch] = None
+
+    results: CharsetMatches = CharsetMatches()
+
+    sig_encoding, sig_payload = identify_sig_or_bom(sequences)
+
+    if sig_encoding is not None:
+        prioritized_encodings.append(sig_encoding)
+        logger.log(
+            TRACE,
+            "Detected a SIG or BOM mark on first %i byte(s). Priority +1 given for %s.",
+            len(sig_payload),
+            sig_encoding,
+        )
+
+    prioritized_encodings.append("ascii")
+
+    if "utf_8" not in prioritized_encodings:
+        prioritized_encodings.append("utf_8")
+
+    for encoding_iana in prioritized_encodings + IANA_SUPPORTED:
+
+        if cp_isolation and encoding_iana not in cp_isolation:
+            continue
+
+        if cp_exclusion and encoding_iana in cp_exclusion:
+            continue
+
+        if encoding_iana in tested:
+            continue
+
+        tested.add(encoding_iana)
+
+        decoded_payload: Optional[str] = None
+        bom_or_sig_available: bool = sig_encoding == encoding_iana
+        strip_sig_or_bom: bool = bom_or_sig_available and should_strip_sig_or_bom(
+            encoding_iana
+        )
+
+        if encoding_iana in {"utf_16", "utf_32"} and not bom_or_sig_available:
+            logger.log(
+                TRACE,
+                "Encoding %s wont be tested as-is because it require a BOM. Will try some sub-encoder LE/BE.",
+                encoding_iana,
+            )
+            continue
+
+        try:
+            is_multi_byte_decoder: bool = is_multi_byte_encoding(encoding_iana)
+        except (ModuleNotFoundError, ImportError):
+            logger.log(
+                TRACE,
+                "Encoding %s does not provide an IncrementalDecoder",
+                encoding_iana,
+            )
+            continue
+
+        try:
+            if is_too_large_sequence and is_multi_byte_decoder is False:
+                str(
+                    sequences[: int(50e4)]
+                    if strip_sig_or_bom is False
+                    else sequences[len(sig_payload) : int(50e4)],
+                    encoding=encoding_iana,
+                )
+            else:
+                decoded_payload = str(
+                    sequences
+                    if strip_sig_or_bom is False
+                    else sequences[len(sig_payload) :],
+                    encoding=encoding_iana,
+                )
+        except (UnicodeDecodeError, LookupError) as e:
+            if not isinstance(e, LookupError):
+                logger.log(
+                    TRACE,
+                    "Code page %s does not fit given bytes sequence at ALL. %s",
+                    encoding_iana,
+                    str(e),
+                )
+            tested_but_hard_failure.append(encoding_iana)
+            continue
+
+        similar_soft_failure_test: bool = False
+
+        for encoding_soft_failed in tested_but_soft_failure:
+            if is_cp_similar(encoding_iana, encoding_soft_failed):
+                similar_soft_failure_test = True
+                break
+
+        if similar_soft_failure_test:
+            logger.log(
+                TRACE,
+                "%s is deemed too similar to code page %s and was consider unsuited already. Continuing!",
+                encoding_iana,
+                encoding_soft_failed,
+            )
+            continue
+
+        r_ = range(
+            0 if not bom_or_sig_available else len(sig_payload),
+            length,
+            int(length / steps),
+        )
+
+        multi_byte_bonus: bool = (
+            is_multi_byte_decoder
+            and decoded_payload is not None
+            and len(decoded_payload) < length
+        )
+
+        if multi_byte_bonus:
+            logger.log(
+                TRACE,
+                "Code page %s is a multi byte encoding table and it appear that at least one character "
+                "was encoded using n-bytes.",
+                encoding_iana,
+            )
+
+        max_chunk_gave_up: int = int(len(r_) / 4)
+
+        max_chunk_gave_up = max(max_chunk_gave_up, 2)
+        early_stop_count: int = 0
+        lazy_str_hard_failure = False
+
+        md_chunks: List[str] = []
+        md_ratios = []
+
+        try:
+            for chunk in cut_sequence_chunks(
+                sequences,
+                encoding_iana,
+                r_,
+                chunk_size,
+                bom_or_sig_available,
+                strip_sig_or_bom,
+                sig_payload,
+                is_multi_byte_decoder,
+                decoded_payload,
+            ):
+                md_chunks.append(chunk)
+
+                md_ratios.append(mess_ratio(chunk, threshold))
+
+                if md_ratios[-1] >= threshold:
+                    early_stop_count += 1
+
+                if (early_stop_count >= max_chunk_gave_up) or (
+                    bom_or_sig_available and strip_sig_or_bom is False
+                ):
+                    break
+        except UnicodeDecodeError as e:  # Lazy str loading may have missed something there
+            logger.log(
+                TRACE,
+                "LazyStr Loading: After MD chunk decode, code page %s does not fit given bytes sequence at ALL. %s",
+                encoding_iana,
+                str(e),
+            )
+            early_stop_count = max_chunk_gave_up
+            lazy_str_hard_failure = True
+
+        # We might want to check the sequence again with the whole content
+        # Only if initial MD tests passes
+        if (
+            not lazy_str_hard_failure
+            and is_too_large_sequence
+            and not is_multi_byte_decoder
+        ):
+            try:
+                sequences[int(50e3) :].decode(encoding_iana, errors="strict")
+            except UnicodeDecodeError as e:
+                logger.log(
+                    TRACE,
+                    "LazyStr Loading: After final lookup, code page %s does not fit given bytes sequence at ALL. %s",
+                    encoding_iana,
+                    str(e),
+                )
+                tested_but_hard_failure.append(encoding_iana)
+                continue
+
+        mean_mess_ratio: float = sum(md_ratios) / len(md_ratios) if md_ratios else 0.0
+        if mean_mess_ratio >= threshold or early_stop_count >= max_chunk_gave_up:
+            tested_but_soft_failure.append(encoding_iana)
+            logger.log(
+                TRACE,
+                "%s was excluded because of initial chaos probing. Gave up %i time(s). "
+                "Computed mean chaos is %f %%.",
+                encoding_iana,
+                early_stop_count,
+                round(mean_mess_ratio * 100, ndigits=3),
+            )
+            # Preparing those fallbacks in case we got nothing.
+            if (
+                encoding_iana in ["ascii", "utf_8", specified_encoding]
+                and not lazy_str_hard_failure
+            ):
+                fallback_entry = CharsetMatch(
+                    sequences, encoding_iana, threshold, False, [], decoded_payload
+                )
+                if encoding_iana == specified_encoding:
+                    fallback_specified = fallback_entry
+                elif encoding_iana == "ascii":
+                    fallback_ascii = fallback_entry
+                else:
+                    fallback_u8 = fallback_entry
+            continue
+
+        logger.log(
+            TRACE,
+            "%s passed initial chaos probing. Mean measured chaos is %f %%",
+            encoding_iana,
+            round(mean_mess_ratio * 100, ndigits=3),
+        )
+
+        if not is_multi_byte_decoder:
+            target_languages: List[str] = encoding_languages(encoding_iana)
+        else:
+            target_languages = mb_encoding_languages(encoding_iana)
+
+        if target_languages:
+            logger.log(
+                TRACE,
+                "{} should target any language(s) of {}".format(
+                    encoding_iana, str(target_languages)
+                ),
+            )
+
+        cd_ratios = []
+
+        # We shall skip the CD when its about ASCII
+        # Most of the time its not relevant to run "language-detection" on it.
+        if encoding_iana != "ascii":
+            for chunk in md_chunks:
+                chunk_languages = coherence_ratio(
+                    chunk, 0.1, ",".join(target_languages) if target_languages else None
+                )
+
+                cd_ratios.append(chunk_languages)
+
+        cd_ratios_merged = merge_coherence_ratios(cd_ratios)
+
+        if cd_ratios_merged:
+            logger.log(
+                TRACE,
+                "We detected language {} using {}".format(
+                    cd_ratios_merged, encoding_iana
+                ),
+            )
+
+        results.append(
+            CharsetMatch(
+                sequences,
+                encoding_iana,
+                mean_mess_ratio,
+                bom_or_sig_available,
+                cd_ratios_merged,
+                decoded_payload,
+            )
+        )
+
+        if (
+            encoding_iana in [specified_encoding, "ascii", "utf_8"]
+            and mean_mess_ratio < 0.1
+        ):
+            logger.debug(
+                "Encoding detection: %s is most likely the one.", encoding_iana
+            )
+            if explain:
+                logger.removeHandler(explain_handler)
+                logger.setLevel(previous_logger_level)
+            return CharsetMatches([results[encoding_iana]])
+
+        if encoding_iana == sig_encoding:
+            logger.debug(
+                "Encoding detection: %s is most likely the one as we detected a BOM or SIG within "
+                "the beginning of the sequence.",
+                encoding_iana,
+            )
+            if explain:
+                logger.removeHandler(explain_handler)
+                logger.setLevel(previous_logger_level)
+            return CharsetMatches([results[encoding_iana]])
+
+    if len(results) == 0:
+        if fallback_u8 or fallback_ascii or fallback_specified:
+            logger.log(
+                TRACE,
+                "Nothing got out of the detection process. Using ASCII/UTF-8/Specified fallback.",
+            )
+
+        if fallback_specified:
+            logger.debug(
+                "Encoding detection: %s will be used as a fallback match",
+                fallback_specified.encoding,
+            )
+            results.append(fallback_specified)
+        elif (
+            (fallback_u8 and fallback_ascii is None)
+            or (
+                fallback_u8
+                and fallback_ascii
+                and fallback_u8.fingerprint != fallback_ascii.fingerprint
+            )
+            or (fallback_u8 is not None)
+        ):
+            logger.debug("Encoding detection: utf_8 will be used as a fallback match")
+            results.append(fallback_u8)
+        elif fallback_ascii:
+            logger.debug("Encoding detection: ascii will be used as a fallback match")
+            results.append(fallback_ascii)
+
+    if results:
+        logger.debug(
+            "Encoding detection: Found %s as plausible (best-candidate) for content. With %i alternatives.",
+            results.best().encoding,  # type: ignore
+            len(results) - 1,
+        )
+    else:
+        logger.debug("Encoding detection: Unable to determine any suitable charset.")
+
+    if explain:
+        logger.removeHandler(explain_handler)
+        logger.setLevel(previous_logger_level)
+
+    return results
+
+
+def from_fp(
+    fp: BinaryIO,
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.20,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+) -> CharsetMatches:
+    """
+    Same thing than the function from_bytes but using a file pointer that is already ready.
+    Will not close the file pointer.
+    """
+    return from_bytes(
+        fp.read(),
+        steps,
+        chunk_size,
+        threshold,
+        cp_isolation,
+        cp_exclusion,
+        preemptive_behaviour,
+        explain,
+    )
+
+
+def from_path(
+    path: "PathLike[Any]",
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.20,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+) -> CharsetMatches:
+    """
+    Same thing than the function from_bytes but with one extra step. Opening and reading given file path in binary mode.
+    Can raise IOError.
+    """
+    with open(path, "rb") as fp:
+        return from_fp(
+            fp,
+            steps,
+            chunk_size,
+            threshold,
+            cp_isolation,
+            cp_exclusion,
+            preemptive_behaviour,
+            explain,
+        )
+
+
+def normalize(
+    path: "PathLike[Any]",
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.20,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+) -> CharsetMatch:
+    """
+    Take a (text-based) file path and try to create another file next to it, this time using UTF-8.
+    """
+    warnings.warn(
+        "normalize is deprecated and will be removed in 3.0",
+        DeprecationWarning,
+    )
+
+    results = from_path(
+        path,
+        steps,
+        chunk_size,
+        threshold,
+        cp_isolation,
+        cp_exclusion,
+        preemptive_behaviour,
+    )
+
+    filename = basename(path)
+    target_extensions = list(splitext(filename))
+
+    if len(results) == 0:
+        raise IOError(
+            'Unable to normalize "{}", no encoding charset seems to fit.'.format(
+                filename
+            )
+        )
+
+    result = results.best()
+
+    target_extensions[0] += "-" + result.encoding  # type: ignore
+
+    with open(
+        "{}".format(str(path).replace(filename, "".join(target_extensions))), "wb"
+    ) as fp:
+        fp.write(result.output())  # type: ignore
+
+    return result  # type: ignore
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer/assets/__init__.py b/venv/lib/python3.8/site-packages/charset_normalizer/assets/__init__.py
new file mode 100644
index 0000000..3c33ba3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer/assets/__init__.py
@@ -0,0 +1,1122 @@
+# -*- coding: utf-8 -*-
+from typing import Dict, List
+
+FREQUENCIES: Dict[str, List[str]] = {
+    "English": [
+        "e",
+        "a",
+        "t",
+        "i",
+        "o",
+        "n",
+        "s",
+        "r",
+        "h",
+        "l",
+        "d",
+        "c",
+        "u",
+        "m",
+        "f",
+        "p",
+        "g",
+        "w",
+        "y",
+        "b",
+        "v",
+        "k",
+        "x",
+        "j",
+        "z",
+        "q",
+    ],
+    "German": [
+        "e",
+        "n",
+        "i",
+        "r",
+        "s",
+        "t",
+        "a",
+        "d",
+        "h",
+        "u",
+        "l",
+        "g",
+        "o",
+        "c",
+        "m",
+        "b",
+        "f",
+        "k",
+        "w",
+        "z",
+        "p",
+        "v",
+        "ü",
+        "ä",
+        "ö",
+        "j",
+    ],
+    "French": [
+        "e",
+        "a",
+        "s",
+        "n",
+        "i",
+        "t",
+        "r",
+        "l",
+        "u",
+        "o",
+        "d",
+        "c",
+        "p",
+        "m",
+        "é",
+        "v",
+        "g",
+        "f",
+        "b",
+        "h",
+        "q",
+        "à",
+        "x",
+        "è",
+        "y",
+        "j",
+    ],
+    "Dutch": [
+        "e",
+        "n",
+        "a",
+        "i",
+        "r",
+        "t",
+        "o",
+        "d",
+        "s",
+        "l",
+        "g",
+        "h",
+        "v",
+        "m",
+        "u",
+        "k",
+        "c",
+        "p",
+        "b",
+        "w",
+        "j",
+        "z",
+        "f",
+        "y",
+        "x",
+        "ë",
+    ],
+    "Italian": [
+        "e",
+        "i",
+        "a",
+        "o",
+        "n",
+        "l",
+        "t",
+        "r",
+        "s",
+        "c",
+        "d",
+        "u",
+        "p",
+        "m",
+        "g",
+        "v",
+        "f",
+        "b",
+        "z",
+        "h",
+        "q",
+        "è",
+        "à",
+        "k",
+        "y",
+        "ò",
+    ],
+    "Polish": [
+        "a",
+        "i",
+        "o",
+        "e",
+        "n",
+        "r",
+        "z",
+        "w",
+        "s",
+        "c",
+        "t",
+        "k",
+        "y",
+        "d",
+        "p",
+        "m",
+        "u",
+        "l",
+        "j",
+        "ł",
+        "g",
+        "b",
+        "h",
+        "ą",
+        "ę",
+        "ó",
+    ],
+    "Spanish": [
+        "e",
+        "a",
+        "o",
+        "n",
+        "s",
+        "r",
+        "i",
+        "l",
+        "d",
+        "t",
+        "c",
+        "u",
+        "m",
+        "p",
+        "b",
+        "g",
+        "v",
+        "f",
+        "y",
+        "ó",
+        "h",
+        "q",
+        "í",
+        "j",
+        "z",
+        "á",
+    ],
+    "Russian": [
+        "о",
+        "а",
+        "е",
+        "и",
+        "н",
+        "с",
+        "т",
+        "р",
+        "в",
+        "л",
+        "к",
+        "м",
+        "д",
+        "п",
+        "у",
+        "г",
+        "я",
+        "ы",
+        "з",
+        "б",
+        "й",
+        "ь",
+        "ч",
+        "х",
+        "ж",
+        "ц",
+    ],
+    "Japanese": [
+        "の",
+        "に",
+        "る",
+        "た",
+        "は",
+        "ー",
+        "と",
+        "し",
+        "を",
+        "で",
+        "て",
+        "が",
+        "い",
+        "ン",
+        "れ",
+        "な",
+        "年",
+        "ス",
+        "っ",
+        "ル",
+        "か",
+        "ら",
+        "あ",
+        "さ",
+        "も",
+        "り",
+    ],
+    "Portuguese": [
+        "a",
+        "e",
+        "o",
+        "s",
+        "i",
+        "r",
+        "d",
+        "n",
+        "t",
+        "m",
+        "u",
+        "c",
+        "l",
+        "p",
+        "g",
+        "v",
+        "b",
+        "f",
+        "h",
+        "ã",
+        "q",
+        "é",
+        "ç",
+        "á",
+        "z",
+        "í",
+    ],
+    "Swedish": [
+        "e",
+        "a",
+        "n",
+        "r",
+        "t",
+        "s",
+        "i",
+        "l",
+        "d",
+        "o",
+        "m",
+        "k",
+        "g",
+        "v",
+        "h",
+        "f",
+        "u",
+        "p",
+        "ä",
+        "c",
+        "b",
+        "ö",
+        "å",
+        "y",
+        "j",
+        "x",
+    ],
+    "Chinese": [
+        "的",
+        "一",
+        "是",
+        "不",
+        "了",
+        "在",
+        "人",
+        "有",
+        "我",
+        "他",
+        "这",
+        "个",
+        "们",
+        "中",
+        "来",
+        "上",
+        "大",
+        "为",
+        "和",
+        "国",
+        "地",
+        "到",
+        "以",
+        "说",
+        "时",
+        "要",
+        "就",
+        "出",
+        "会",
+    ],
+    "Ukrainian": [
+        "о",
+        "а",
+        "н",
+        "і",
+        "и",
+        "р",
+        "в",
+        "т",
+        "е",
+        "с",
+        "к",
+        "л",
+        "у",
+        "д",
+        "м",
+        "п",
+        "з",
+        "я",
+        "ь",
+        "б",
+        "г",
+        "й",
+        "ч",
+        "х",
+        "ц",
+        "ї",
+    ],
+    "Norwegian": [
+        "e",
+        "r",
+        "n",
+        "t",
+        "a",
+        "s",
+        "i",
+        "o",
+        "l",
+        "d",
+        "g",
+        "k",
+        "m",
+        "v",
+        "f",
+        "p",
+        "u",
+        "b",
+        "h",
+        "å",
+        "y",
+        "j",
+        "ø",
+        "c",
+        "æ",
+        "w",
+    ],
+    "Finnish": [
+        "a",
+        "i",
+        "n",
+        "t",
+        "e",
+        "s",
+        "l",
+        "o",
+        "u",
+        "k",
+        "ä",
+        "m",
+        "r",
+        "v",
+        "j",
+        "h",
+        "p",
+        "y",
+        "d",
+        "ö",
+        "g",
+        "c",
+        "b",
+        "f",
+        "w",
+        "z",
+    ],
+    "Vietnamese": [
+        "n",
+        "h",
+        "t",
+        "i",
+        "c",
+        "g",
+        "a",
+        "o",
+        "u",
+        "m",
+        "l",
+        "r",
+        "à",
+        "đ",
+        "s",
+        "e",
+        "v",
+        "p",
+        "b",
+        "y",
+        "ư",
+        "d",
+        "á",
+        "k",
+        "ộ",
+        "ế",
+    ],
+    "Czech": [
+        "o",
+        "e",
+        "a",
+        "n",
+        "t",
+        "s",
+        "i",
+        "l",
+        "v",
+        "r",
+        "k",
+        "d",
+        "u",
+        "m",
+        "p",
+        "í",
+        "c",
+        "h",
+        "z",
+        "á",
+        "y",
+        "j",
+        "b",
+        "ě",
+        "é",
+        "ř",
+    ],
+    "Hungarian": [
+        "e",
+        "a",
+        "t",
+        "l",
+        "s",
+        "n",
+        "k",
+        "r",
+        "i",
+        "o",
+        "z",
+        "á",
+        "é",
+        "g",
+        "m",
+        "b",
+        "y",
+        "v",
+        "d",
+        "h",
+        "u",
+        "p",
+        "j",
+        "ö",
+        "f",
+        "c",
+    ],
+    "Korean": [
+        "이",
+        "다",
+        "에",
+        "의",
+        "는",
+        "로",
+        "하",
+        "을",
+        "가",
+        "고",
+        "지",
+        "서",
+        "한",
+        "은",
+        "기",
+        "으",
+        "년",
+        "대",
+        "사",
+        "시",
+        "를",
+        "리",
+        "도",
+        "인",
+        "스",
+        "일",
+    ],
+    "Indonesian": [
+        "a",
+        "n",
+        "e",
+        "i",
+        "r",
+        "t",
+        "u",
+        "s",
+        "d",
+        "k",
+        "m",
+        "l",
+        "g",
+        "p",
+        "b",
+        "o",
+        "h",
+        "y",
+        "j",
+        "c",
+        "w",
+        "f",
+        "v",
+        "z",
+        "x",
+        "q",
+    ],
+    "Turkish": [
+        "a",
+        "e",
+        "i",
+        "n",
+        "r",
+        "l",
+        "ı",
+        "k",
+        "d",
+        "t",
+        "s",
+        "m",
+        "y",
+        "u",
+        "o",
+        "b",
+        "ü",
+        "ş",
+        "v",
+        "g",
+        "z",
+        "h",
+        "c",
+        "p",
+        "ç",
+        "ğ",
+    ],
+    "Romanian": [
+        "e",
+        "i",
+        "a",
+        "r",
+        "n",
+        "t",
+        "u",
+        "l",
+        "o",
+        "c",
+        "s",
+        "d",
+        "p",
+        "m",
+        "ă",
+        "f",
+        "v",
+        "î",
+        "g",
+        "b",
+        "ș",
+        "ț",
+        "z",
+        "h",
+        "â",
+        "j",
+    ],
+    "Farsi": [
+        "ا",
+        "ی",
+        "ر",
+        "د",
+        "ن",
+        "ه",
+        "و",
+        "م",
+        "ت",
+        "ب",
+        "س",
+        "ل",
+        "ک",
+        "ش",
+        "ز",
+        "ف",
+        "گ",
+        "ع",
+        "خ",
+        "ق",
+        "ج",
+        "آ",
+        "پ",
+        "ح",
+        "ط",
+        "ص",
+    ],
+    "Arabic": [
+        "ا",
+        "ل",
+        "ي",
+        "م",
+        "و",
+        "ن",
+        "ر",
+        "ت",
+        "ب",
+        "ة",
+        "ع",
+        "د",
+        "س",
+        "ف",
+        "ه",
+        "ك",
+        "ق",
+        "أ",
+        "ح",
+        "ج",
+        "ش",
+        "ط",
+        "ص",
+        "ى",
+        "خ",
+        "إ",
+    ],
+    "Danish": [
+        "e",
+        "r",
+        "n",
+        "t",
+        "a",
+        "i",
+        "s",
+        "d",
+        "l",
+        "o",
+        "g",
+        "m",
+        "k",
+        "f",
+        "v",
+        "u",
+        "b",
+        "h",
+        "p",
+        "å",
+        "y",
+        "ø",
+        "æ",
+        "c",
+        "j",
+        "w",
+    ],
+    "Serbian": [
+        "а",
+        "и",
+        "о",
+        "е",
+        "н",
+        "р",
+        "с",
+        "у",
+        "т",
+        "к",
+        "ј",
+        "в",
+        "д",
+        "м",
+        "п",
+        "л",
+        "г",
+        "з",
+        "б",
+        "a",
+        "i",
+        "e",
+        "o",
+        "n",
+        "ц",
+        "ш",
+    ],
+    "Lithuanian": [
+        "i",
+        "a",
+        "s",
+        "o",
+        "r",
+        "e",
+        "t",
+        "n",
+        "u",
+        "k",
+        "m",
+        "l",
+        "p",
+        "v",
+        "d",
+        "j",
+        "g",
+        "ė",
+        "b",
+        "y",
+        "ų",
+        "š",
+        "ž",
+        "c",
+        "ą",
+        "į",
+    ],
+    "Slovene": [
+        "e",
+        "a",
+        "i",
+        "o",
+        "n",
+        "r",
+        "s",
+        "l",
+        "t",
+        "j",
+        "v",
+        "k",
+        "d",
+        "p",
+        "m",
+        "u",
+        "z",
+        "b",
+        "g",
+        "h",
+        "č",
+        "c",
+        "š",
+        "ž",
+        "f",
+        "y",
+    ],
+    "Slovak": [
+        "o",
+        "a",
+        "e",
+        "n",
+        "i",
+        "r",
+        "v",
+        "t",
+        "s",
+        "l",
+        "k",
+        "d",
+        "m",
+        "p",
+        "u",
+        "c",
+        "h",
+        "j",
+        "b",
+        "z",
+        "á",
+        "y",
+        "ý",
+        "í",
+        "č",
+        "é",
+    ],
+    "Hebrew": [
+        "י",
+        "ו",
+        "ה",
+        "ל",
+        "ר",
+        "ב",
+        "ת",
+        "מ",
+        "א",
+        "ש",
+        "נ",
+        "ע",
+        "ם",
+        "ד",
+        "ק",
+        "ח",
+        "פ",
+        "ס",
+        "כ",
+        "ג",
+        "ט",
+        "צ",
+        "ן",
+        "ז",
+        "ך",
+    ],
+    "Bulgarian": [
+        "а",
+        "и",
+        "о",
+        "е",
+        "н",
+        "т",
+        "р",
+        "с",
+        "в",
+        "л",
+        "к",
+        "д",
+        "п",
+        "м",
+        "з",
+        "г",
+        "я",
+        "ъ",
+        "у",
+        "б",
+        "ч",
+        "ц",
+        "й",
+        "ж",
+        "щ",
+        "х",
+    ],
+    "Croatian": [
+        "a",
+        "i",
+        "o",
+        "e",
+        "n",
+        "r",
+        "j",
+        "s",
+        "t",
+        "u",
+        "k",
+        "l",
+        "v",
+        "d",
+        "m",
+        "p",
+        "g",
+        "z",
+        "b",
+        "c",
+        "č",
+        "h",
+        "š",
+        "ž",
+        "ć",
+        "f",
+    ],
+    "Hindi": [
+        "क",
+        "र",
+        "स",
+        "न",
+        "त",
+        "म",
+        "ह",
+        "प",
+        "य",
+        "ल",
+        "व",
+        "ज",
+        "द",
+        "ग",
+        "ब",
+        "श",
+        "ट",
+        "अ",
+        "ए",
+        "थ",
+        "भ",
+        "ड",
+        "च",
+        "ध",
+        "ष",
+        "इ",
+    ],
+    "Estonian": [
+        "a",
+        "i",
+        "e",
+        "s",
+        "t",
+        "l",
+        "u",
+        "n",
+        "o",
+        "k",
+        "r",
+        "d",
+        "m",
+        "v",
+        "g",
+        "p",
+        "j",
+        "h",
+        "ä",
+        "b",
+        "õ",
+        "ü",
+        "f",
+        "c",
+        "ö",
+        "y",
+    ],
+    "Simple English": [
+        "e",
+        "a",
+        "t",
+        "i",
+        "o",
+        "n",
+        "s",
+        "r",
+        "h",
+        "l",
+        "d",
+        "c",
+        "m",
+        "u",
+        "f",
+        "p",
+        "g",
+        "w",
+        "b",
+        "y",
+        "v",
+        "k",
+        "j",
+        "x",
+        "z",
+        "q",
+    ],
+    "Thai": [
+        "า",
+        "น",
+        "ร",
+        "อ",
+        "ก",
+        "เ",
+        "ง",
+        "ม",
+        "ย",
+        "ล",
+        "ว",
+        "ด",
+        "ท",
+        "ส",
+        "ต",
+        "ะ",
+        "ป",
+        "บ",
+        "ค",
+        "ห",
+        "แ",
+        "จ",
+        "พ",
+        "ช",
+        "ข",
+        "ใ",
+    ],
+    "Greek": [
+        "α",
+        "τ",
+        "ο",
+        "ι",
+        "ε",
+        "ν",
+        "ρ",
+        "σ",
+        "κ",
+        "η",
+        "π",
+        "ς",
+        "υ",
+        "μ",
+        "λ",
+        "ί",
+        "ό",
+        "ά",
+        "γ",
+        "έ",
+        "δ",
+        "ή",
+        "ω",
+        "χ",
+        "θ",
+        "ύ",
+    ],
+    "Tamil": [
+        "க",
+        "த",
+        "ப",
+        "ட",
+        "ர",
+        "ம",
+        "ல",
+        "ன",
+        "வ",
+        "ற",
+        "ய",
+        "ள",
+        "ச",
+        "ந",
+        "இ",
+        "ண",
+        "அ",
+        "ஆ",
+        "ழ",
+        "ங",
+        "எ",
+        "உ",
+        "ஒ",
+        "ஸ",
+    ],
+    "Classical Chinese": [
+        "之",
+        "年",
+        "為",
+        "也",
+        "以",
+        "一",
+        "人",
+        "其",
+        "者",
+        "國",
+        "有",
+        "二",
+        "十",
+        "於",
+        "曰",
+        "三",
+        "不",
+        "大",
+        "而",
+        "子",
+        "中",
+        "五",
+        "四",
+    ],
+    "Kazakh": [
+        "а",
+        "ы",
+        "е",
+        "н",
+        "т",
+        "р",
+        "л",
+        "і",
+        "д",
+        "с",
+        "м",
+        "қ",
+        "к",
+        "о",
+        "б",
+        "и",
+        "у",
+        "ғ",
+        "ж",
+        "ң",
+        "з",
+        "ш",
+        "й",
+        "п",
+        "г",
+        "ө",
+    ],
+}
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer/assets/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/charset_normalizer/assets/__pycache__/__init__.cpython-38.pyc
new file mode 100644
index 0000000..fa375de
Binary files /dev/null and b/venv/lib/python3.8/site-packages/charset_normalizer/assets/__pycache__/__init__.cpython-38.pyc differ
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer/cd.py b/venv/lib/python3.8/site-packages/charset_normalizer/cd.py
new file mode 100644
index 0000000..ee4b742
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer/cd.py
@@ -0,0 +1,339 @@
+import importlib
+from codecs import IncrementalDecoder
+from collections import Counter
+from functools import lru_cache
+from typing import Counter as TypeCounter, Dict, List, Optional, Tuple
+
+from .assets import FREQUENCIES
+from .constant import KO_NAMES, LANGUAGE_SUPPORTED_COUNT, TOO_SMALL_SEQUENCE, ZH_NAMES
+from .md import is_suspiciously_successive_range
+from .models import CoherenceMatches
+from .utils import (
+    is_accentuated,
+    is_latin,
+    is_multi_byte_encoding,
+    is_unicode_range_secondary,
+    unicode_range,
+)
+
+
+def encoding_unicode_range(iana_name: str) -> List[str]:
+    """
+    Return associated unicode ranges in a single byte code page.
+    """
+    if is_multi_byte_encoding(iana_name):
+        raise IOError("Function not supported on multi-byte code page")
+
+    decoder = importlib.import_module(
+        "encodings.{}".format(iana_name)
+    ).IncrementalDecoder
+
+    p: IncrementalDecoder = decoder(errors="ignore")
+    seen_ranges: Dict[str, int] = {}
+    character_count: int = 0
+
+    for i in range(0x40, 0xFF):
+        chunk: str = p.decode(bytes([i]))
+
+        if chunk:
+            character_range: Optional[str] = unicode_range(chunk)
+
+            if character_range is None:
+                continue
+
+            if is_unicode_range_secondary(character_range) is False:
+                if character_range not in seen_ranges:
+                    seen_ranges[character_range] = 0
+                seen_ranges[character_range] += 1
+                character_count += 1
+
+    return sorted(
+        [
+            character_range
+            for character_range in seen_ranges
+            if seen_ranges[character_range] / character_count >= 0.15
+        ]
+    )
+
+
+def unicode_range_languages(primary_range: str) -> List[str]:
+    """
+    Return inferred languages used with a unicode range.
+    """
+    languages: List[str] = []
+
+    for language, characters in FREQUENCIES.items():
+        for character in characters:
+            if unicode_range(character) == primary_range:
+                languages.append(language)
+                break
+
+    return languages
+
+
+@lru_cache()
+def encoding_languages(iana_name: str) -> List[str]:
+    """
+    Single-byte encoding language association. Some code page are heavily linked to particular language(s).
+    This function does the correspondence.
+    """
+    unicode_ranges: List[str] = encoding_unicode_range(iana_name)
+    primary_range: Optional[str] = None
+
+    for specified_range in unicode_ranges:
+        if "Latin" not in specified_range:
+            primary_range = specified_range
+            break
+
+    if primary_range is None:
+        return ["Latin Based"]
+
+    return unicode_range_languages(primary_range)
+
+
+@lru_cache()
+def mb_encoding_languages(iana_name: str) -> List[str]:
+    """
+    Multi-byte encoding language association. Some code page are heavily linked to particular language(s).
+    This function does the correspondence.
+    """
+    if (
+        iana_name.startswith("shift_")
+        or iana_name.startswith("iso2022_jp")
+        or iana_name.startswith("euc_j")
+        or iana_name == "cp932"
+    ):
+        return ["Japanese"]
+    if iana_name.startswith("gb") or iana_name in ZH_NAMES:
+        return ["Chinese", "Classical Chinese"]
+    if iana_name.startswith("iso2022_kr") or iana_name in KO_NAMES:
+        return ["Korean"]
+
+    return []
+
+
+@lru_cache(maxsize=LANGUAGE_SUPPORTED_COUNT)
+def get_target_features(language: str) -> Tuple[bool, bool]:
+    """
+    Determine main aspects from a supported language if it contains accents and if is pure Latin.
+    """
+    target_have_accents: bool = False
+    target_pure_latin: bool = True
+
+    for character in FREQUENCIES[language]:
+        if not target_have_accents and is_accentuated(character):
+            target_have_accents = True
+        if target_pure_latin and is_latin(character) is False:
+            target_pure_latin = False
+
+    return target_have_accents, target_pure_latin
+
+
+def alphabet_languages(
+    characters: List[str], ignore_non_latin: bool = False
+) -> List[str]:
+    """
+    Return associated languages associated to given characters.
+    """
+    languages: List[Tuple[str, float]] = []
+
+    source_have_accents = any(is_accentuated(character) for character in characters)
+
+    for language, language_characters in FREQUENCIES.items():
+
+        target_have_accents, target_pure_latin = get_target_features(language)
+
+        if ignore_non_latin and target_pure_latin is False:
+            continue
+
+        if target_have_accents is False and source_have_accents:
+            continue
+
+        character_count: int = len(language_characters)
+
+        character_match_count: int = len(
+            [c for c in language_characters if c in characters]
+        )
+
+        ratio: float = character_match_count / character_count
+
+        if ratio >= 0.2:
+            languages.append((language, ratio))
+
+    languages = sorted(languages, key=lambda x: x[1], reverse=True)
+
+    return [compatible_language[0] for compatible_language in languages]
+
+
+def characters_popularity_compare(
+    language: str, ordered_characters: List[str]
+) -> float:
+    """
+    Determine if a ordered characters list (by occurrence from most appearance to rarest) match a particular language.
+    The result is a ratio between 0. (absolutely no correspondence) and 1. (near perfect fit).
+    Beware that is function is not strict on the match in order to ease the detection. (Meaning close match is 1.)
+    """
+    if language not in FREQUENCIES:
+        raise ValueError("{} not available".format(language))
+
+    character_approved_count: int = 0
+    FREQUENCIES_language_set = set(FREQUENCIES[language])
+
+    for character in ordered_characters:
+        if character not in FREQUENCIES_language_set:
+            continue
+
+        characters_before_source: List[str] = FREQUENCIES[language][
+            0 : FREQUENCIES[language].index(character)
+        ]
+        characters_after_source: List[str] = FREQUENCIES[language][
+            FREQUENCIES[language].index(character) :
+        ]
+        characters_before: List[str] = ordered_characters[
+            0 : ordered_characters.index(character)
+        ]
+        characters_after: List[str] = ordered_characters[
+            ordered_characters.index(character) :
+        ]
+
+        before_match_count: int = len(
+            set(characters_before) & set(characters_before_source)
+        )
+
+        after_match_count: int = len(
+            set(characters_after) & set(characters_after_source)
+        )
+
+        if len(characters_before_source) == 0 and before_match_count <= 4:
+            character_approved_count += 1
+            continue
+
+        if len(characters_after_source) == 0 and after_match_count <= 4:
+            character_approved_count += 1
+            continue
+
+        if (
+            before_match_count / len(characters_before_source) >= 0.4
+            or after_match_count / len(characters_after_source) >= 0.4
+        ):
+            character_approved_count += 1
+            continue
+
+    return character_approved_count / len(ordered_characters)
+
+
+def alpha_unicode_split(decoded_sequence: str) -> List[str]:
+    """
+    Given a decoded text sequence, return a list of str. Unicode range / alphabet separation.
+    Ex. a text containing English/Latin with a bit a Hebrew will return two items in the resulting list;
+    One containing the latin letters and the other hebrew.
+    """
+    layers: Dict[str, str] = {}
+
+    for character in decoded_sequence:
+        if character.isalpha() is False:
+            continue
+
+        character_range: Optional[str] = unicode_range(character)
+
+        if character_range is None:
+            continue
+
+        layer_target_range: Optional[str] = None
+
+        for discovered_range in layers:
+            if (
+                is_suspiciously_successive_range(discovered_range, character_range)
+                is False
+            ):
+                layer_target_range = discovered_range
+                break
+
+        if layer_target_range is None:
+            layer_target_range = character_range
+
+        if layer_target_range not in layers:
+            layers[layer_target_range] = character.lower()
+            continue
+
+        layers[layer_target_range] += character.lower()
+
+    return list(layers.values())
+
+
+def merge_coherence_ratios(results: List[CoherenceMatches]) -> CoherenceMatches:
+    """
+    This function merge results previously given by the function coherence_ratio.
+    The return type is the same as coherence_ratio.
+    """
+    per_language_ratios: Dict[str, List[float]] = {}
+    for result in results:
+        for sub_result in result:
+            language, ratio = sub_result
+            if language not in per_language_ratios:
+                per_language_ratios[language] = [ratio]
+                continue
+            per_language_ratios[language].append(ratio)
+
+    merge = [
+        (
+            language,
+            round(
+                sum(per_language_ratios[language]) / len(per_language_ratios[language]),
+                4,
+            ),
+        )
+        for language in per_language_ratios
+    ]
+
+    return sorted(merge, key=lambda x: x[1], reverse=True)
+
+
+@lru_cache(maxsize=2048)
+def coherence_ratio(
+    decoded_sequence: str, threshold: float = 0.1, lg_inclusion: Optional[str] = None
+) -> CoherenceMatches:
+    """
+    Detect ANY language that can be identified in given sequence. The sequence will be analysed by layers.
+    A layer = Character extraction by alphabets/ranges.
+    """
+
+    results: List[Tuple[str, float]] = []
+    ignore_non_latin: bool = False
+
+    sufficient_match_count: int = 0
+
+    lg_inclusion_list = lg_inclusion.split(",") if lg_inclusion is not None else []
+    if "Latin Based" in lg_inclusion_list:
+        ignore_non_latin = True
+        lg_inclusion_list.remove("Latin Based")
+
+    for layer in alpha_unicode_split(decoded_sequence):
+        sequence_frequencies: TypeCounter[str] = Counter(layer)
+        most_common = sequence_frequencies.most_common()
+
+        character_count: int = sum(o for c, o in most_common)
+
+        if character_count <= TOO_SMALL_SEQUENCE:
+            continue
+
+        popular_character_ordered: List[str] = [c for c, o in most_common]
+
+        for language in lg_inclusion_list or alphabet_languages(
+            popular_character_ordered, ignore_non_latin
+        ):
+            ratio: float = characters_popularity_compare(
+                language, popular_character_ordered
+            )
+
+            if ratio < threshold:
+                continue
+            elif ratio >= 0.8:
+                sufficient_match_count += 1
+
+            results.append((language, round(ratio, 4)))
+
+            if sufficient_match_count >= 3:
+                break
+
+    return sorted(results, key=lambda x: x[1], reverse=True)
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer/cli/__init__.py b/venv/lib/python3.8/site-packages/charset_normalizer/cli/__init__.py
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer/cli/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
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diff --git a/venv/lib/python3.8/site-packages/charset_normalizer/cli/normalizer.py b/venv/lib/python3.8/site-packages/charset_normalizer/cli/normalizer.py
new file mode 100644
index 0000000..b8b652a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer/cli/normalizer.py
@@ -0,0 +1,295 @@
+import argparse
+import sys
+from json import dumps
+from os.path import abspath
+from platform import python_version
+from typing import List, Optional
+
+try:
+    from unicodedata2 import unidata_version
+except ImportError:
+    from unicodedata import unidata_version
+
+from charset_normalizer import from_fp
+from charset_normalizer.models import CliDetectionResult
+from charset_normalizer.version import __version__
+
+
+def query_yes_no(question: str, default: str = "yes") -> bool:
+    """Ask a yes/no question via input() and return their answer.
+
+    "question" is a string that is presented to the user.
+    "default" is the presumed answer if the user just hits <Enter>.
+        It must be "yes" (the default), "no" or None (meaning
+        an answer is required of the user).
+
+    The "answer" return value is True for "yes" or False for "no".
+
+    Credit goes to (c) https://stackoverflow.com/questions/3041986/apt-command-line-interface-like-yes-no-input
+    """
+    valid = {"yes": True, "y": True, "ye": True, "no": False, "n": False}
+    if default is None:
+        prompt = " [y/n] "
+    elif default == "yes":
+        prompt = " [Y/n] "
+    elif default == "no":
+        prompt = " [y/N] "
+    else:
+        raise ValueError("invalid default answer: '%s'" % default)
+
+    while True:
+        sys.stdout.write(question + prompt)
+        choice = input().lower()
+        if default is not None and choice == "":
+            return valid[default]
+        elif choice in valid:
+            return valid[choice]
+        else:
+            sys.stdout.write("Please respond with 'yes' or 'no' " "(or 'y' or 'n').\n")
+
+
+def cli_detect(argv: Optional[List[str]] = None) -> int:
+    """
+    CLI assistant using ARGV and ArgumentParser
+    :param argv:
+    :return: 0 if everything is fine, anything else equal trouble
+    """
+    parser = argparse.ArgumentParser(
+        description="The Real First Universal Charset Detector. "
+        "Discover originating encoding used on text file. "
+        "Normalize text to unicode."
+    )
+
+    parser.add_argument(
+        "files", type=argparse.FileType("rb"), nargs="+", help="File(s) to be analysed"
+    )
+    parser.add_argument(
+        "-v",
+        "--verbose",
+        action="store_true",
+        default=False,
+        dest="verbose",
+        help="Display complementary information about file if any. "
+        "Stdout will contain logs about the detection process.",
+    )
+    parser.add_argument(
+        "-a",
+        "--with-alternative",
+        action="store_true",
+        default=False,
+        dest="alternatives",
+        help="Output complementary possibilities if any. Top-level JSON WILL be a list.",
+    )
+    parser.add_argument(
+        "-n",
+        "--normalize",
+        action="store_true",
+        default=False,
+        dest="normalize",
+        help="Permit to normalize input file. If not set, program does not write anything.",
+    )
+    parser.add_argument(
+        "-m",
+        "--minimal",
+        action="store_true",
+        default=False,
+        dest="minimal",
+        help="Only output the charset detected to STDOUT. Disabling JSON output.",
+    )
+    parser.add_argument(
+        "-r",
+        "--replace",
+        action="store_true",
+        default=False,
+        dest="replace",
+        help="Replace file when trying to normalize it instead of creating a new one.",
+    )
+    parser.add_argument(
+        "-f",
+        "--force",
+        action="store_true",
+        default=False,
+        dest="force",
+        help="Replace file without asking if you are sure, use this flag with caution.",
+    )
+    parser.add_argument(
+        "-t",
+        "--threshold",
+        action="store",
+        default=0.2,
+        type=float,
+        dest="threshold",
+        help="Define a custom maximum amount of chaos allowed in decoded content. 0. <= chaos <= 1.",
+    )
+    parser.add_argument(
+        "--version",
+        action="version",
+        version="Charset-Normalizer {} - Python {} - Unicode {}".format(
+            __version__, python_version(), unidata_version
+        ),
+        help="Show version information and exit.",
+    )
+
+    args = parser.parse_args(argv)
+
+    if args.replace is True and args.normalize is False:
+        print("Use --replace in addition of --normalize only.", file=sys.stderr)
+        return 1
+
+    if args.force is True and args.replace is False:
+        print("Use --force in addition of --replace only.", file=sys.stderr)
+        return 1
+
+    if args.threshold < 0.0 or args.threshold > 1.0:
+        print("--threshold VALUE should be between 0. AND 1.", file=sys.stderr)
+        return 1
+
+    x_ = []
+
+    for my_file in args.files:
+
+        matches = from_fp(my_file, threshold=args.threshold, explain=args.verbose)
+
+        best_guess = matches.best()
+
+        if best_guess is None:
+            print(
+                'Unable to identify originating encoding for "{}". {}'.format(
+                    my_file.name,
+                    "Maybe try increasing maximum amount of chaos."
+                    if args.threshold < 1.0
+                    else "",
+                ),
+                file=sys.stderr,
+            )
+            x_.append(
+                CliDetectionResult(
+                    abspath(my_file.name),
+                    None,
+                    [],
+                    [],
+                    "Unknown",
+                    [],
+                    False,
+                    1.0,
+                    0.0,
+                    None,
+                    True,
+                )
+            )
+        else:
+            x_.append(
+                CliDetectionResult(
+                    abspath(my_file.name),
+                    best_guess.encoding,
+                    best_guess.encoding_aliases,
+                    [
+                        cp
+                        for cp in best_guess.could_be_from_charset
+                        if cp != best_guess.encoding
+                    ],
+                    best_guess.language,
+                    best_guess.alphabets,
+                    best_guess.bom,
+                    best_guess.percent_chaos,
+                    best_guess.percent_coherence,
+                    None,
+                    True,
+                )
+            )
+
+            if len(matches) > 1 and args.alternatives:
+                for el in matches:
+                    if el != best_guess:
+                        x_.append(
+                            CliDetectionResult(
+                                abspath(my_file.name),
+                                el.encoding,
+                                el.encoding_aliases,
+                                [
+                                    cp
+                                    for cp in el.could_be_from_charset
+                                    if cp != el.encoding
+                                ],
+                                el.language,
+                                el.alphabets,
+                                el.bom,
+                                el.percent_chaos,
+                                el.percent_coherence,
+                                None,
+                                False,
+                            )
+                        )
+
+            if args.normalize is True:
+
+                if best_guess.encoding.startswith("utf") is True:
+                    print(
+                        '"{}" file does not need to be normalized, as it already came from unicode.'.format(
+                            my_file.name
+                        ),
+                        file=sys.stderr,
+                    )
+                    if my_file.closed is False:
+                        my_file.close()
+                    continue
+
+                o_: List[str] = my_file.name.split(".")
+
+                if args.replace is False:
+                    o_.insert(-1, best_guess.encoding)
+                    if my_file.closed is False:
+                        my_file.close()
+                elif (
+                    args.force is False
+                    and query_yes_no(
+                        'Are you sure to normalize "{}" by replacing it ?'.format(
+                            my_file.name
+                        ),
+                        "no",
+                    )
+                    is False
+                ):
+                    if my_file.closed is False:
+                        my_file.close()
+                    continue
+
+                try:
+                    x_[0].unicode_path = abspath("./{}".format(".".join(o_)))
+
+                    with open(x_[0].unicode_path, "w", encoding="utf-8") as fp:
+                        fp.write(str(best_guess))
+                except IOError as e:
+                    print(str(e), file=sys.stderr)
+                    if my_file.closed is False:
+                        my_file.close()
+                    return 2
+
+        if my_file.closed is False:
+            my_file.close()
+
+    if args.minimal is False:
+        print(
+            dumps(
+                [el.__dict__ for el in x_] if len(x_) > 1 else x_[0].__dict__,
+                ensure_ascii=True,
+                indent=4,
+            )
+        )
+    else:
+        for my_file in args.files:
+            print(
+                ", ".join(
+                    [
+                        el.encoding or "undefined"
+                        for el in x_
+                        if el.path == abspath(my_file.name)
+                    ]
+                )
+            )
+
+    return 0
+
+
+if __name__ == "__main__":
+    cli_detect()
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer/constant.py b/venv/lib/python3.8/site-packages/charset_normalizer/constant.py
new file mode 120000
index 0000000..9e8f7d6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer/constant.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/36/05/3e/a58f091f66bd964553f282b000598851834a3ae481c19805f4cae53423
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer/legacy.py b/venv/lib/python3.8/site-packages/charset_normalizer/legacy.py
new file mode 120000
index 0000000..d641639
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer/legacy.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5c/a7/99/3adb3f1dd61053f25bdc2f597ce8d8d828942f5df693dfe75deafc8228
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diff --git a/venv/lib/python3.8/site-packages/charset_normalizer/md.py b/venv/lib/python3.8/site-packages/charset_normalizer/md.py
new file mode 120000
index 0000000..fc60e7d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer/md.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a5/93/fc/215a520bcd83f08340f537ffcb48a3252448f94227719bcb75f4d611de
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer/models.py b/venv/lib/python3.8/site-packages/charset_normalizer/models.py
new file mode 100644
index 0000000..ccb0d47
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer/models.py
@@ -0,0 +1,401 @@
+import warnings
+from collections import Counter
+from encodings.aliases import aliases
+from hashlib import sha256
+from json import dumps
+from re import sub
+from typing import (
+    Any,
+    Counter as TypeCounter,
+    Dict,
+    Iterator,
+    List,
+    Optional,
+    Tuple,
+    Union,
+)
+
+from .constant import NOT_PRINTABLE_PATTERN, TOO_BIG_SEQUENCE
+from .md import mess_ratio
+from .utils import iana_name, is_multi_byte_encoding, unicode_range
+
+
+class CharsetMatch:
+    def __init__(
+        self,
+        payload: bytes,
+        guessed_encoding: str,
+        mean_mess_ratio: float,
+        has_sig_or_bom: bool,
+        languages: "CoherenceMatches",
+        decoded_payload: Optional[str] = None,
+    ):
+        self._payload: bytes = payload
+
+        self._encoding: str = guessed_encoding
+        self._mean_mess_ratio: float = mean_mess_ratio
+        self._languages: CoherenceMatches = languages
+        self._has_sig_or_bom: bool = has_sig_or_bom
+        self._unicode_ranges: Optional[List[str]] = None
+
+        self._leaves: List[CharsetMatch] = []
+        self._mean_coherence_ratio: float = 0.0
+
+        self._output_payload: Optional[bytes] = None
+        self._output_encoding: Optional[str] = None
+
+        self._string: Optional[str] = decoded_payload
+
+    def __eq__(self, other: object) -> bool:
+        if not isinstance(other, CharsetMatch):
+            raise TypeError(
+                "__eq__ cannot be invoked on {} and {}.".format(
+                    str(other.__class__), str(self.__class__)
+                )
+            )
+        return self.encoding == other.encoding and self.fingerprint == other.fingerprint
+
+    def __lt__(self, other: object) -> bool:
+        """
+        Implemented to make sorted available upon CharsetMatches items.
+        """
+        if not isinstance(other, CharsetMatch):
+            raise ValueError
+
+        chaos_difference: float = abs(self.chaos - other.chaos)
+        coherence_difference: float = abs(self.coherence - other.coherence)
+
+        # Bellow 1% difference --> Use Coherence
+        if chaos_difference < 0.01 and coherence_difference > 0.02:
+            # When having a tough decision, use the result that decoded as many multi-byte as possible.
+            if chaos_difference == 0.0 and self.coherence == other.coherence:
+                return self.multi_byte_usage > other.multi_byte_usage
+            return self.coherence > other.coherence
+
+        return self.chaos < other.chaos
+
+    @property
+    def multi_byte_usage(self) -> float:
+        return 1.0 - len(str(self)) / len(self.raw)
+
+    @property
+    def chaos_secondary_pass(self) -> float:
+        """
+        Check once again chaos in decoded text, except this time, with full content.
+        Use with caution, this can be very slow.
+        Notice: Will be removed in 3.0
+        """
+        warnings.warn(
+            "chaos_secondary_pass is deprecated and will be removed in 3.0",
+            DeprecationWarning,
+        )
+        return mess_ratio(str(self), 1.0)
+
+    @property
+    def coherence_non_latin(self) -> float:
+        """
+        Coherence ratio on the first non-latin language detected if ANY.
+        Notice: Will be removed in 3.0
+        """
+        warnings.warn(
+            "coherence_non_latin is deprecated and will be removed in 3.0",
+            DeprecationWarning,
+        )
+        return 0.0
+
+    @property
+    def w_counter(self) -> TypeCounter[str]:
+        """
+        Word counter instance on decoded text.
+        Notice: Will be removed in 3.0
+        """
+        warnings.warn(
+            "w_counter is deprecated and will be removed in 3.0", DeprecationWarning
+        )
+
+        string_printable_only = sub(NOT_PRINTABLE_PATTERN, " ", str(self).lower())
+
+        return Counter(string_printable_only.split())
+
+    def __str__(self) -> str:
+        # Lazy Str Loading
+        if self._string is None:
+            self._string = str(self._payload, self._encoding, "strict")
+        return self._string
+
+    def __repr__(self) -> str:
+        return "<CharsetMatch '{}' bytes({})>".format(self.encoding, self.fingerprint)
+
+    def add_submatch(self, other: "CharsetMatch") -> None:
+        if not isinstance(other, CharsetMatch) or other == self:
+            raise ValueError(
+                "Unable to add instance <{}> as a submatch of a CharsetMatch".format(
+                    other.__class__
+                )
+            )
+
+        other._string = None  # Unload RAM usage; dirty trick.
+        self._leaves.append(other)
+
+    @property
+    def encoding(self) -> str:
+        return self._encoding
+
+    @property
+    def encoding_aliases(self) -> List[str]:
+        """
+        Encoding name are known by many name, using this could help when searching for IBM855 when it's listed as CP855.
+        """
+        also_known_as: List[str] = []
+        for u, p in aliases.items():
+            if self.encoding == u:
+                also_known_as.append(p)
+            elif self.encoding == p:
+                also_known_as.append(u)
+        return also_known_as
+
+    @property
+    def bom(self) -> bool:
+        return self._has_sig_or_bom
+
+    @property
+    def byte_order_mark(self) -> bool:
+        return self._has_sig_or_bom
+
+    @property
+    def languages(self) -> List[str]:
+        """
+        Return the complete list of possible languages found in decoded sequence.
+        Usually not really useful. Returned list may be empty even if 'language' property return something != 'Unknown'.
+        """
+        return [e[0] for e in self._languages]
+
+    @property
+    def language(self) -> str:
+        """
+        Most probable language found in decoded sequence. If none were detected or inferred, the property will return
+        "Unknown".
+        """
+        if not self._languages:
+            # Trying to infer the language based on the given encoding
+            # Its either English or we should not pronounce ourselves in certain cases.
+            if "ascii" in self.could_be_from_charset:
+                return "English"
+
+            # doing it there to avoid circular import
+            from charset_normalizer.cd import encoding_languages, mb_encoding_languages
+
+            languages = (
+                mb_encoding_languages(self.encoding)
+                if is_multi_byte_encoding(self.encoding)
+                else encoding_languages(self.encoding)
+            )
+
+            if len(languages) == 0 or "Latin Based" in languages:
+                return "Unknown"
+
+            return languages[0]
+
+        return self._languages[0][0]
+
+    @property
+    def chaos(self) -> float:
+        return self._mean_mess_ratio
+
+    @property
+    def coherence(self) -> float:
+        if not self._languages:
+            return 0.0
+        return self._languages[0][1]
+
+    @property
+    def percent_chaos(self) -> float:
+        return round(self.chaos * 100, ndigits=3)
+
+    @property
+    def percent_coherence(self) -> float:
+        return round(self.coherence * 100, ndigits=3)
+
+    @property
+    def raw(self) -> bytes:
+        """
+        Original untouched bytes.
+        """
+        return self._payload
+
+    @property
+    def submatch(self) -> List["CharsetMatch"]:
+        return self._leaves
+
+    @property
+    def has_submatch(self) -> bool:
+        return len(self._leaves) > 0
+
+    @property
+    def alphabets(self) -> List[str]:
+        if self._unicode_ranges is not None:
+            return self._unicode_ranges
+        # list detected ranges
+        detected_ranges: List[Optional[str]] = [
+            unicode_range(char) for char in str(self)
+        ]
+        # filter and sort
+        self._unicode_ranges = sorted(list({r for r in detected_ranges if r}))
+        return self._unicode_ranges
+
+    @property
+    def could_be_from_charset(self) -> List[str]:
+        """
+        The complete list of encoding that output the exact SAME str result and therefore could be the originating
+        encoding.
+        This list does include the encoding available in property 'encoding'.
+        """
+        return [self._encoding] + [m.encoding for m in self._leaves]
+
+    def first(self) -> "CharsetMatch":
+        """
+        Kept for BC reasons. Will be removed in 3.0.
+        """
+        return self
+
+    def best(self) -> "CharsetMatch":
+        """
+        Kept for BC reasons. Will be removed in 3.0.
+        """
+        return self
+
+    def output(self, encoding: str = "utf_8") -> bytes:
+        """
+        Method to get re-encoded bytes payload using given target encoding. Default to UTF-8.
+        Any errors will be simply ignored by the encoder NOT replaced.
+        """
+        if self._output_encoding is None or self._output_encoding != encoding:
+            self._output_encoding = encoding
+            self._output_payload = str(self).encode(encoding, "replace")
+
+        return self._output_payload  # type: ignore
+
+    @property
+    def fingerprint(self) -> str:
+        """
+        Retrieve the unique SHA256 computed using the transformed (re-encoded) payload. Not the original one.
+        """
+        return sha256(self.output()).hexdigest()
+
+
+class CharsetMatches:
+    """
+    Container with every CharsetMatch items ordered by default from most probable to the less one.
+    Act like a list(iterable) but does not implements all related methods.
+    """
+
+    def __init__(self, results: Optional[List[CharsetMatch]] = None):
+        self._results: List[CharsetMatch] = sorted(results) if results else []
+
+    def __iter__(self) -> Iterator[CharsetMatch]:
+        yield from self._results
+
+    def __getitem__(self, item: Union[int, str]) -> CharsetMatch:
+        """
+        Retrieve a single item either by its position or encoding name (alias may be used here).
+        Raise KeyError upon invalid index or encoding not present in results.
+        """
+        if isinstance(item, int):
+            return self._results[item]
+        if isinstance(item, str):
+            item = iana_name(item, False)
+            for result in self._results:
+                if item in result.could_be_from_charset:
+                    return result
+        raise KeyError
+
+    def __len__(self) -> int:
+        return len(self._results)
+
+    def __bool__(self) -> bool:
+        return len(self._results) > 0
+
+    def append(self, item: CharsetMatch) -> None:
+        """
+        Insert a single match. Will be inserted accordingly to preserve sort.
+        Can be inserted as a submatch.
+        """
+        if not isinstance(item, CharsetMatch):
+            raise ValueError(
+                "Cannot append instance '{}' to CharsetMatches".format(
+                    str(item.__class__)
+                )
+            )
+        # We should disable the submatch factoring when the input file is too heavy (conserve RAM usage)
+        if len(item.raw) <= TOO_BIG_SEQUENCE:
+            for match in self._results:
+                if match.fingerprint == item.fingerprint and match.chaos == item.chaos:
+                    match.add_submatch(item)
+                    return
+        self._results.append(item)
+        self._results = sorted(self._results)
+
+    def best(self) -> Optional["CharsetMatch"]:
+        """
+        Simply return the first match. Strict equivalent to matches[0].
+        """
+        if not self._results:
+            return None
+        return self._results[0]
+
+    def first(self) -> Optional["CharsetMatch"]:
+        """
+        Redundant method, call the method best(). Kept for BC reasons.
+        """
+        return self.best()
+
+
+CoherenceMatch = Tuple[str, float]
+CoherenceMatches = List[CoherenceMatch]
+
+
+class CliDetectionResult:
+    def __init__(
+        self,
+        path: str,
+        encoding: Optional[str],
+        encoding_aliases: List[str],
+        alternative_encodings: List[str],
+        language: str,
+        alphabets: List[str],
+        has_sig_or_bom: bool,
+        chaos: float,
+        coherence: float,
+        unicode_path: Optional[str],
+        is_preferred: bool,
+    ):
+        self.path: str = path
+        self.unicode_path: Optional[str] = unicode_path
+        self.encoding: Optional[str] = encoding
+        self.encoding_aliases: List[str] = encoding_aliases
+        self.alternative_encodings: List[str] = alternative_encodings
+        self.language: str = language
+        self.alphabets: List[str] = alphabets
+        self.has_sig_or_bom: bool = has_sig_or_bom
+        self.chaos: float = chaos
+        self.coherence: float = coherence
+        self.is_preferred: bool = is_preferred
+
+    @property
+    def __dict__(self) -> Dict[str, Any]:  # type: ignore
+        return {
+            "path": self.path,
+            "encoding": self.encoding,
+            "encoding_aliases": self.encoding_aliases,
+            "alternative_encodings": self.alternative_encodings,
+            "language": self.language,
+            "alphabets": self.alphabets,
+            "has_sig_or_bom": self.has_sig_or_bom,
+            "chaos": self.chaos,
+            "coherence": self.coherence,
+            "unicode_path": self.unicode_path,
+            "is_preferred": self.is_preferred,
+        }
+
+    def to_json(self) -> str:
+        return dumps(self.__dict__, ensure_ascii=True, indent=4)
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer/py.typed b/venv/lib/python3.8/site-packages/charset_normalizer/py.typed
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer/py.typed
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer/utils.py b/venv/lib/python3.8/site-packages/charset_normalizer/utils.py
new file mode 100644
index 0000000..859f212
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer/utils.py
@@ -0,0 +1,424 @@
+try:
+    # WARNING: unicodedata2 support is going to be removed in 3.0
+    # Python is quickly catching up.
+    import unicodedata2 as unicodedata
+except ImportError:
+    import unicodedata  # type: ignore[no-redef]
+
+import importlib
+import logging
+from codecs import IncrementalDecoder
+from encodings.aliases import aliases
+from functools import lru_cache
+from re import findall
+from typing import Generator, List, Optional, Set, Tuple, Union
+
+from _multibytecodec import MultibyteIncrementalDecoder
+
+from .constant import (
+    ENCODING_MARKS,
+    IANA_SUPPORTED_SIMILAR,
+    RE_POSSIBLE_ENCODING_INDICATION,
+    UNICODE_RANGES_COMBINED,
+    UNICODE_SECONDARY_RANGE_KEYWORD,
+    UTF8_MAXIMAL_ALLOCATION,
+)
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_accentuated(character: str) -> bool:
+    try:
+        description: str = unicodedata.name(character)
+    except ValueError:
+        return False
+    return (
+        "WITH GRAVE" in description
+        or "WITH ACUTE" in description
+        or "WITH CEDILLA" in description
+        or "WITH DIAERESIS" in description
+        or "WITH CIRCUMFLEX" in description
+        or "WITH TILDE" in description
+    )
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def remove_accent(character: str) -> str:
+    decomposed: str = unicodedata.decomposition(character)
+    if not decomposed:
+        return character
+
+    codes: List[str] = decomposed.split(" ")
+
+    return chr(int(codes[0], 16))
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def unicode_range(character: str) -> Optional[str]:
+    """
+    Retrieve the Unicode range official name from a single character.
+    """
+    character_ord: int = ord(character)
+
+    for range_name, ord_range in UNICODE_RANGES_COMBINED.items():
+        if character_ord in ord_range:
+            return range_name
+
+    return None
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_latin(character: str) -> bool:
+    try:
+        description: str = unicodedata.name(character)
+    except ValueError:
+        return False
+    return "LATIN" in description
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_ascii(character: str) -> bool:
+    try:
+        character.encode("ascii")
+    except UnicodeEncodeError:
+        return False
+    return True
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_punctuation(character: str) -> bool:
+    character_category: str = unicodedata.category(character)
+
+    if "P" in character_category:
+        return True
+
+    character_range: Optional[str] = unicode_range(character)
+
+    if character_range is None:
+        return False
+
+    return "Punctuation" in character_range
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_symbol(character: str) -> bool:
+    character_category: str = unicodedata.category(character)
+
+    if "S" in character_category or "N" in character_category:
+        return True
+
+    character_range: Optional[str] = unicode_range(character)
+
+    if character_range is None:
+        return False
+
+    return "Forms" in character_range
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_emoticon(character: str) -> bool:
+    character_range: Optional[str] = unicode_range(character)
+
+    if character_range is None:
+        return False
+
+    return "Emoticons" in character_range
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_separator(character: str) -> bool:
+    if character.isspace() or character in {"｜", "+", ",", ";", "<", ">"}:
+        return True
+
+    character_category: str = unicodedata.category(character)
+
+    return "Z" in character_category
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_case_variable(character: str) -> bool:
+    return character.islower() != character.isupper()
+
+
+def is_private_use_only(character: str) -> bool:
+    character_category: str = unicodedata.category(character)
+
+    return character_category == "Co"
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_cjk(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "CJK" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_hiragana(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "HIRAGANA" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_katakana(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "KATAKANA" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_hangul(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "HANGUL" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_thai(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "THAI" in character_name
+
+
+@lru_cache(maxsize=len(UNICODE_RANGES_COMBINED))
+def is_unicode_range_secondary(range_name: str) -> bool:
+    return any(keyword in range_name for keyword in UNICODE_SECONDARY_RANGE_KEYWORD)
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_unprintable(character: str) -> bool:
+    return (
+        character.isspace() is False  # includes \n \t \r \v
+        and character.isprintable() is False
+        and character != "\x1A"  # Why? Its the ASCII substitute character.
+        and character != "\ufeff"  # bug discovered in Python,
+        # Zero Width No-Break Space located in 	Arabic Presentation Forms-B, Unicode 1.1 not acknowledged as space.
+    )
+
+
+def any_specified_encoding(sequence: bytes, search_zone: int = 4096) -> Optional[str]:
+    """
+    Extract using ASCII-only decoder any specified encoding in the first n-bytes.
+    """
+    if not isinstance(sequence, bytes):
+        raise TypeError
+
+    seq_len: int = len(sequence)
+
+    results: List[str] = findall(
+        RE_POSSIBLE_ENCODING_INDICATION,
+        sequence[: min(seq_len, search_zone)].decode("ascii", errors="ignore"),
+    )
+
+    if len(results) == 0:
+        return None
+
+    for specified_encoding in results:
+        specified_encoding = specified_encoding.lower().replace("-", "_")
+
+        encoding_alias: str
+        encoding_iana: str
+
+        for encoding_alias, encoding_iana in aliases.items():
+            if encoding_alias == specified_encoding:
+                return encoding_iana
+            if encoding_iana == specified_encoding:
+                return encoding_iana
+
+    return None
+
+
+@lru_cache(maxsize=128)
+def is_multi_byte_encoding(name: str) -> bool:
+    """
+    Verify is a specific encoding is a multi byte one based on it IANA name
+    """
+    return name in {
+        "utf_8",
+        "utf_8_sig",
+        "utf_16",
+        "utf_16_be",
+        "utf_16_le",
+        "utf_32",
+        "utf_32_le",
+        "utf_32_be",
+        "utf_7",
+    } or issubclass(
+        importlib.import_module("encodings.{}".format(name)).IncrementalDecoder,
+        MultibyteIncrementalDecoder,
+    )
+
+
+def identify_sig_or_bom(sequence: bytes) -> Tuple[Optional[str], bytes]:
+    """
+    Identify and extract SIG/BOM in given sequence.
+    """
+
+    for iana_encoding in ENCODING_MARKS:
+        marks: Union[bytes, List[bytes]] = ENCODING_MARKS[iana_encoding]
+
+        if isinstance(marks, bytes):
+            marks = [marks]
+
+        for mark in marks:
+            if sequence.startswith(mark):
+                return iana_encoding, mark
+
+    return None, b""
+
+
+def should_strip_sig_or_bom(iana_encoding: str) -> bool:
+    return iana_encoding not in {"utf_16", "utf_32"}
+
+
+def iana_name(cp_name: str, strict: bool = True) -> str:
+    cp_name = cp_name.lower().replace("-", "_")
+
+    encoding_alias: str
+    encoding_iana: str
+
+    for encoding_alias, encoding_iana in aliases.items():
+        if cp_name in [encoding_alias, encoding_iana]:
+            return encoding_iana
+
+    if strict:
+        raise ValueError("Unable to retrieve IANA for '{}'".format(cp_name))
+
+    return cp_name
+
+
+def range_scan(decoded_sequence: str) -> List[str]:
+    ranges: Set[str] = set()
+
+    for character in decoded_sequence:
+        character_range: Optional[str] = unicode_range(character)
+
+        if character_range is None:
+            continue
+
+        ranges.add(character_range)
+
+    return list(ranges)
+
+
+def cp_similarity(iana_name_a: str, iana_name_b: str) -> float:
+
+    if is_multi_byte_encoding(iana_name_a) or is_multi_byte_encoding(iana_name_b):
+        return 0.0
+
+    decoder_a = importlib.import_module(
+        "encodings.{}".format(iana_name_a)
+    ).IncrementalDecoder
+    decoder_b = importlib.import_module(
+        "encodings.{}".format(iana_name_b)
+    ).IncrementalDecoder
+
+    id_a: IncrementalDecoder = decoder_a(errors="ignore")
+    id_b: IncrementalDecoder = decoder_b(errors="ignore")
+
+    character_match_count: int = 0
+
+    for i in range(255):
+        to_be_decoded: bytes = bytes([i])
+        if id_a.decode(to_be_decoded) == id_b.decode(to_be_decoded):
+            character_match_count += 1
+
+    return character_match_count / 254
+
+
+def is_cp_similar(iana_name_a: str, iana_name_b: str) -> bool:
+    """
+    Determine if two code page are at least 80% similar. IANA_SUPPORTED_SIMILAR dict was generated using
+    the function cp_similarity.
+    """
+    return (
+        iana_name_a in IANA_SUPPORTED_SIMILAR
+        and iana_name_b in IANA_SUPPORTED_SIMILAR[iana_name_a]
+    )
+
+
+def set_logging_handler(
+    name: str = "charset_normalizer",
+    level: int = logging.INFO,
+    format_string: str = "%(asctime)s | %(levelname)s | %(message)s",
+) -> None:
+
+    logger = logging.getLogger(name)
+    logger.setLevel(level)
+
+    handler = logging.StreamHandler()
+    handler.setFormatter(logging.Formatter(format_string))
+    logger.addHandler(handler)
+
+
+def cut_sequence_chunks(
+    sequences: bytes,
+    encoding_iana: str,
+    offsets: range,
+    chunk_size: int,
+    bom_or_sig_available: bool,
+    strip_sig_or_bom: bool,
+    sig_payload: bytes,
+    is_multi_byte_decoder: bool,
+    decoded_payload: Optional[str] = None,
+) -> Generator[str, None, None]:
+
+    if decoded_payload and is_multi_byte_decoder is False:
+        for i in offsets:
+            chunk = decoded_payload[i : i + chunk_size]
+            if not chunk:
+                break
+            yield chunk
+    else:
+        for i in offsets:
+            chunk_end = i + chunk_size
+            if chunk_end > len(sequences) + 8:
+                continue
+
+            cut_sequence = sequences[i : i + chunk_size]
+
+            if bom_or_sig_available and strip_sig_or_bom is False:
+                cut_sequence = sig_payload + cut_sequence
+
+            chunk = cut_sequence.decode(
+                encoding_iana,
+                errors="ignore" if is_multi_byte_decoder else "strict",
+            )
+
+            # multi-byte bad cutting detector and adjustment
+            # not the cleanest way to perform that fix but clever enough for now.
+            if is_multi_byte_decoder and i > 0 and sequences[i] >= 0x80:
+
+                chunk_partial_size_chk: int = min(chunk_size, 16)
+
+                if (
+                    decoded_payload
+                    and chunk[:chunk_partial_size_chk] not in decoded_payload
+                ):
+                    for j in range(i, i - 4, -1):
+                        cut_sequence = sequences[j:chunk_end]
+
+                        if bom_or_sig_available and strip_sig_or_bom is False:
+                            cut_sequence = sig_payload + cut_sequence
+
+                        chunk = cut_sequence.decode(encoding_iana, errors="ignore")
+
+                        if chunk[:chunk_partial_size_chk] in decoded_payload:
+                            break
+
+            yield chunk
diff --git a/venv/lib/python3.8/site-packages/charset_normalizer/version.py b/venv/lib/python3.8/site-packages/charset_normalizer/version.py
new file mode 100644
index 0000000..64c0dbd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/charset_normalizer/version.py
@@ -0,0 +1,6 @@
+"""
+Expose version
+"""
+
+__version__ = "2.1.1"
+VERSION = __version__.split(".")
diff --git a/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/LICENSE b/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/LICENSE
new file mode 120000
index 0000000..92971f1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/21/7e/27/cc3c5c144d93e8306f08aaaa16f4e6067057813aca3a9147caa77192cd
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/METADATA b/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/METADATA
new file mode 120000
index 0000000..8ba35bd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/METADATA
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/84/11/8d/a822ecdc106ae37473c2d2473404b09ec9d8b5e40d0940defd3e969b2b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/RECORD b/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/RECORD
new file mode 100644
index 0000000..30937d2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/RECORD
@@ -0,0 +1,45 @@
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+cleo-0.8.1.dist-info/METADATA,sha256=hBGNqCLs3BBq43RzwtJHNASwnsnYteQNCUDe_T6Wmys,15868
+cleo-0.8.1.dist-info/RECORD,,
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+cleo/__pycache__/_compat.cpython-38.pyc,,
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diff --git a/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/WHEEL b/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/WHEEL
new file mode 120000
index 0000000..3817540
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cleo-0.8.1.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/93/f5/2d/17b0de4caad4a9cd0550b35a6eba20016802cbccc964a422c03d80902e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/cleo/__init__.py b/venv/lib/python3.8/site-packages/cleo/__init__.py
new file mode 120000
index 0000000..bf76e82
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/cleo/__init__.py
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+Metadata-Version: 2.1
+Name: cryptography
+Version: 37.0.4
+Summary: cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+Home-page: https://github.com/pyca/cryptography
+Author: The Python Cryptographic Authority and individual contributors
+Author-email: cryptography-dev@python.org
+License: BSD-3-Clause OR Apache-2.0
+Project-URL: Documentation, https://cryptography.io/
+Project-URL: Source, https://github.com/pyca/cryptography/
+Project-URL: Issues, https://github.com/pyca/cryptography/issues
+Project-URL: Changelog, https://cryptography.io/en/latest/changelog/
+Platform: UNKNOWN
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Natural Language :: English
+Classifier: Operating System :: MacOS :: MacOS X
+Classifier: Operating System :: POSIX
+Classifier: Operating System :: POSIX :: BSD
+Classifier: Operating System :: POSIX :: Linux
+Classifier: Operating System :: Microsoft :: Windows
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Security :: Cryptography
+Requires-Python: >=3.6
+Description-Content-Type: text/x-rst
+License-File: LICENSE
+License-File: LICENSE.APACHE
+License-File: LICENSE.BSD
+License-File: LICENSE.PSF
+Requires-Dist: cffi (>=1.12)
+Provides-Extra: docs
+Requires-Dist: sphinx (!=1.8.0,!=3.1.0,!=3.1.1,>=1.6.5) ; extra == 'docs'
+Requires-Dist: sphinx-rtd-theme ; extra == 'docs'
+Provides-Extra: docstest
+Requires-Dist: pyenchant (>=1.6.11) ; extra == 'docstest'
+Requires-Dist: twine (>=1.12.0) ; extra == 'docstest'
+Requires-Dist: sphinxcontrib-spelling (>=4.0.1) ; extra == 'docstest'
+Provides-Extra: pep8test
+Requires-Dist: black ; extra == 'pep8test'
+Requires-Dist: flake8 ; extra == 'pep8test'
+Requires-Dist: flake8-import-order ; extra == 'pep8test'
+Requires-Dist: pep8-naming ; extra == 'pep8test'
+Provides-Extra: sdist
+Requires-Dist: setuptools-rust (>=0.11.4) ; extra == 'sdist'
+Provides-Extra: ssh
+Requires-Dist: bcrypt (>=3.1.5) ; extra == 'ssh'
+Provides-Extra: test
+Requires-Dist: pytest (>=6.2.0) ; extra == 'test'
+Requires-Dist: pytest-benchmark ; extra == 'test'
+Requires-Dist: pytest-cov ; extra == 'test'
+Requires-Dist: pytest-subtests ; extra == 'test'
+Requires-Dist: pytest-xdist ; extra == 'test'
+Requires-Dist: pretend ; extra == 'test'
+Requires-Dist: iso8601 ; extra == 'test'
+Requires-Dist: pytz ; extra == 'test'
+Requires-Dist: hypothesis (!=3.79.2,>=1.11.4) ; extra == 'test'
+
+pyca/cryptography
+=================
+
+.. image:: https://img.shields.io/pypi/v/cryptography.svg
+    :target: https://pypi.org/project/cryptography/
+    :alt: Latest Version
+
+.. image:: https://readthedocs.org/projects/cryptography/badge/?version=latest
+    :target: https://cryptography.io
+    :alt: Latest Docs
+
+.. image:: https://github.com/pyca/cryptography/workflows/CI/badge.svg?branch=main
+    :target: https://github.com/pyca/cryptography/actions?query=workflow%3ACI+branch%3Amain
+
+.. image:: https://codecov.io/github/pyca/cryptography/coverage.svg?branch=main
+    :target: https://codecov.io/github/pyca/cryptography?branch=main
+
+
+``cryptography`` is a package which provides cryptographic recipes and
+primitives to Python developers.  Our goal is for it to be your "cryptographic
+standard library". It supports Python 3.6+ and PyPy3 7.2+.
+
+``cryptography`` includes both high level recipes and low level interfaces to
+common cryptographic algorithms such as symmetric ciphers, message digests, and
+key derivation functions. For example, to encrypt something with
+``cryptography``'s high level symmetric encryption recipe:
+
+.. code-block:: pycon
+
+    >>> from cryptography.fernet import Fernet
+    >>> # Put this somewhere safe!
+    >>> key = Fernet.generate_key()
+    >>> f = Fernet(key)
+    >>> token = f.encrypt(b"A really secret message. Not for prying eyes.")
+    >>> token
+    '...'
+    >>> f.decrypt(token)
+    'A really secret message. Not for prying eyes.'
+
+You can find more information in the `documentation`_.
+
+You can install ``cryptography`` with:
+
+.. code-block:: console
+
+    $ pip install cryptography
+
+For full details see `the installation documentation`_.
+
+Discussion
+~~~~~~~~~~
+
+If you run into bugs, you can file them in our `issue tracker`_.
+
+We maintain a `cryptography-dev`_ mailing list for development discussion.
+
+You can also join ``#pyca`` on ``irc.libera.chat`` to ask questions or get
+involved.
+
+Security
+~~~~~~~~
+
+Need to report a security issue? Please consult our `security reporting`_
+documentation.
+
+
+.. _`documentation`: https://cryptography.io/
+.. _`the installation documentation`: https://cryptography.io/en/latest/installation/
+.. _`issue tracker`: https://github.com/pyca/cryptography/issues
+.. _`cryptography-dev`: https://mail.python.org/mailman/listinfo/cryptography-dev
+.. _`security reporting`: https://cryptography.io/en/latest/security/
+
+
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diff --git a/venv/lib/python3.8/site-packages/debugpy-1.6.3.dist-info/REQUESTED b/venv/lib/python3.8/site-packages/debugpy-1.6.3.dist-info/REQUESTED
new file mode 100644
index 0000000..e69de29
diff --git a/venv/lib/python3.8/site-packages/debugpy-1.6.3.dist-info/WHEEL b/venv/lib/python3.8/site-packages/debugpy-1.6.3.dist-info/WHEEL
new file mode 120000
index 0000000..ab72d5e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy-1.6.3.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ea/37/78/88bd4f76838399cb1b5fce33e678db798aaf372d283d03104f797ce10a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy-1.6.3.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/debugpy-1.6.3.dist-info/direct_url.json
new file mode 100644
index 0000000..2c3cc6f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy-1.6.3.dist-info/direct_url.json
@@ -0,0 +1 @@
+{"archive_info": {"hash": "sha256=daadab4403427abd090eccb38d8901afd8b393e01fd243048fab3f1d7132abb4"}, "url": "https://files.pythonhosted.org/packages/d2/e3/d0531ee73216d553d717bf4ac51dff297f89054619fa69db61eef028a07f/debugpy-1.6.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl"}
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy-1.6.3.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/debugpy-1.6.3.dist-info/top_level.txt
new file mode 120000
index 0000000..f66d5ea
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy-1.6.3.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e8/e9/ba/25311aaa45a78fef7eee424e26bf7cf2c4ceea24ae88ae0df57e912e98
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/ThirdPartyNotices.txt b/venv/lib/python3.8/site-packages/debugpy/ThirdPartyNotices.txt
new file mode 120000
index 0000000..036cf0b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/ThirdPartyNotices.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5b/39/93/f39dc19473ad904895ff1b64f7a89acd87950ca581dada8a32d726fe3a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/__init__.py b/venv/lib/python3.8/site-packages/debugpy/__init__.py
new file mode 100644
index 0000000..975bec7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/__init__.py
@@ -0,0 +1,38 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+"""An implementation of the Debug Adapter Protocol (DAP) for Python.
+
+https://microsoft.github.io/debug-adapter-protocol/
+"""
+
+# debugpy stable public API consists solely of members of this module that are
+# enumerated below.
+__all__ = [  # noqa
+    "__version__",
+    "breakpoint",
+    "configure",
+    "connect",
+    "debug_this_thread",
+    "is_client_connected",
+    "listen",
+    "log_to",
+    "trace_this_thread",
+    "wait_for_client",
+]
+
+import sys
+
+assert sys.version_info >= (3, 7), (
+    "Python 3.6 and below is not supported by this version of debugpy; "
+    "use debugpy 1.5.1 or earlier."
+)
+
+
+# Actual definitions are in a separate file to work around parsing issues causing
+# SyntaxError on Python 2 and preventing the above version check from executing.
+from debugpy.public_api import *  # noqa
+from debugpy.public_api import __version__
+
+del sys
diff --git a/venv/lib/python3.8/site-packages/debugpy/__main__.py b/venv/lib/python3.8/site-packages/debugpy/__main__.py
new file mode 100644
index 0000000..24c2b7f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/__main__.py
@@ -0,0 +1,39 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import sys
+
+
+if __name__ == "__main__":
+    # debugpy can also be invoked directly rather than via -m. In this case, the first
+    # entry on sys.path is the one added automatically by Python for the directory
+    # containing this file. This means that import debugpy will not work, since we need
+    # the parent directory of debugpy/ to be in sys.path, rather than debugpy/ itself.
+    #
+    # The other issue is that many other absolute imports will break, because they
+    # will be resolved relative to debugpy/ - e.g. `import debugger` will then try
+    # to import debugpy/debugger.py.
+    #
+    # To fix both, we need to replace the automatically added entry such that it points
+    # at parent directory of debugpy/ instead of debugpy/ itself, import debugpy with that
+    # in sys.path, and then remove the first entry entry altogether, so that it doesn't
+    # affect any further imports we might do. For example, suppose the user did:
+    #
+    #   python /foo/bar/debugpy ...
+    #
+    # At the beginning of this script, sys.path will contain "/foo/bar/debugpy" as the
+    # first entry. What we want is to replace it with "/foo/bar', then import debugpy
+    # with that in effect, and then remove the replaced entry before any more
+    # code runs. The imported debugpy module will remain in sys.modules, and thus all
+    # future imports of it or its submodules will resolve accordingly.
+    if "debugpy" not in sys.modules:
+        # Do not use dirname() to walk up - this can be a relative path, e.g. ".".
+        sys.path[0] = sys.path[0] + "/../"
+        import debugpy  # noqa
+
+        del sys.path[0]
+
+    from debugpy.server import cli
+
+    cli.main()
diff --git a/venv/lib/python3.8/site-packages/debugpy/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/debugpy/__pycache__/__main__.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/__pycache__/__main__.cpython-38.pyc
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index 0000000..09f4b09
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diff --git a/venv/lib/python3.8/site-packages/debugpy/__pycache__/_version.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/__pycache__/_version.cpython-38.pyc
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index 0000000..7605dd1
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diff --git a/venv/lib/python3.8/site-packages/debugpy/__pycache__/public_api.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/__pycache__/public_api.cpython-38.pyc
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index 0000000..07d9706
Binary files /dev/null and b/venv/lib/python3.8/site-packages/debugpy/__pycache__/public_api.cpython-38.pyc differ
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/__init__.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/__init__.py
new file mode 100644
index 0000000..daf9f90
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/__init__.py
@@ -0,0 +1,126 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import contextlib
+from importlib import import_module
+import os
+import sys
+
+from . import _util
+
+
+VENDORED_ROOT = os.path.dirname(os.path.abspath(__file__))
+# TODO: Move the "pydevd" git submodule to the debugpy/_vendored directory
+# and then drop the following fallback.
+if "pydevd" not in os.listdir(VENDORED_ROOT):
+    VENDORED_ROOT = os.path.dirname(VENDORED_ROOT)
+
+
+def list_all(resolve=False):
+    """Return the list of vendored projects."""
+    # TODO: Derive from os.listdir(VENDORED_ROOT)?
+    projects = ["pydevd"]
+    if not resolve:
+        return projects
+    return [project_root(name) for name in projects]
+
+
+def project_root(project):
+    """Return the path the root dir of the vendored project.
+
+    If "project" is an empty string then the path prefix for vendored
+    projects (e.g. "debugpy/_vendored/") will be returned.
+    """
+    if not project:
+        project = ""
+    return os.path.join(VENDORED_ROOT, project)
+
+
+def iter_project_files(project, relative=False, **kwargs):
+    """Yield (dirname, basename, filename) for all files in the project."""
+    if relative:
+        with _util.cwd(VENDORED_ROOT):
+            for result in _util.iter_all_files(project, **kwargs):
+                yield result
+    else:
+        root = project_root(project)
+        for result in _util.iter_all_files(root, **kwargs):
+            yield result
+
+
+def iter_packaging_files(project):
+    """Yield the filenames for all files in the project.
+
+    The filenames are relative to "debugpy/_vendored".  This is most
+    useful for the "package data" in a setup.py.
+    """
+    # TODO: Use default filters?  __pycache__ and .pyc?
+    prune_dir = None
+    exclude_file = None
+    try:
+        mod = import_module("._{}_packaging".format(project), __name__)
+    except ImportError:
+        pass
+    else:
+        prune_dir = getattr(mod, "prune_dir", prune_dir)
+        exclude_file = getattr(mod, "exclude_file", exclude_file)
+    results = iter_project_files(
+        project, relative=True, prune_dir=prune_dir, exclude_file=exclude_file
+    )
+    for _, _, filename in results:
+        yield filename
+
+
+def prefix_matcher(*prefixes):
+    """Return a module match func that matches any of the given prefixes."""
+    assert prefixes
+
+    def match(name, module):
+        for prefix in prefixes:
+            if name.startswith(prefix):
+                return True
+        else:
+            return False
+
+    return match
+
+
+def check_modules(project, match, root=None):
+    """Verify that only vendored modules have been imported."""
+    if root is None:
+        root = project_root(project)
+    extensions = []
+    unvendored = {}
+    for modname, mod in list(sys.modules.items()):
+        if not match(modname, mod):
+            continue
+        try:
+            filename = getattr(mod, "__file__", None)
+        except:  # In theory it's possible that any error is raised when accessing __file__
+            filename = None
+        if not filename:  # extension module
+            extensions.append(modname)
+        elif not filename.startswith(root):
+            unvendored[modname] = filename
+    return unvendored, extensions
+
+
+@contextlib.contextmanager
+def vendored(project, root=None):
+    """A context manager under which the vendored project will be imported."""
+    if root is None:
+        root = project_root(project)
+    # Add the vendored project directory, so that it gets tried first.
+    sys.path.insert(0, root)
+    try:
+        yield root
+    finally:
+        sys.path.remove(root)
+
+
+def preimport(project, modules, **kwargs):
+    """Import each of the named modules out of the vendored project."""
+    with vendored(project, **kwargs):
+        for name in modules:
+            import_module(name)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/__pycache__/_pydevd_packaging.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/__pycache__/_pydevd_packaging.cpython-38.pyc
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index 0000000..58b62f4
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/__pycache__/_util.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/__pycache__/_util.cpython-38.pyc
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index 0000000..93fe8c7
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/__pycache__/force_pydevd.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/__pycache__/force_pydevd.cpython-38.pyc
new file mode 100644
index 0000000..7e62e66
Binary files /dev/null and b/venv/lib/python3.8/site-packages/debugpy/_vendored/__pycache__/force_pydevd.cpython-38.pyc differ
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/_pydevd_packaging.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/_pydevd_packaging.py
new file mode 100644
index 0000000..87cffd3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/_pydevd_packaging.py
@@ -0,0 +1,48 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+from . import VENDORED_ROOT
+from ._util import cwd, iter_all_files
+
+
+INCLUDES = [
+    'setup_pydevd_cython.py',
+]
+
+
+def iter_files():
+    # From the root of pydevd repo, we want only scripts and
+    # subdirectories that constitute the package itself (not helper
+    # scripts, tests etc). But when walking down into those
+    # subdirectories, we want everything below.
+
+    with cwd(VENDORED_ROOT):
+        return iter_all_files('pydevd', prune_dir, exclude_file)
+
+
+def prune_dir(dirname, basename):
+    if basename == '__pycache__':
+        return True
+    elif dirname != 'pydevd':
+        return False
+    elif basename.startswith('pydev'):
+        return False
+    elif basename.startswith('_pydev'):
+        return False
+    return True
+
+
+def exclude_file(dirname, basename):
+    if dirname == 'pydevd':
+        if basename in INCLUDES:
+            return False
+        elif not basename.endswith('.py'):
+            return True
+        elif 'pydev' not in basename:
+            return True
+        return False
+
+    if basename.endswith('.pyc'):
+        return True
+    return False
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/_util.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/_util.py
new file mode 100644
index 0000000..7eab574
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/_util.py
@@ -0,0 +1,59 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import contextlib
+import os
+
+
+@contextlib.contextmanager
+def cwd(dirname):
+    """A context manager for operating in a different directory."""
+    orig = os.getcwd()
+    os.chdir(dirname)
+    try:
+        yield orig
+    finally:
+        os.chdir(orig)
+
+
+def iter_all_files(root, prune_dir=None, exclude_file=None):
+    """Yield (dirname, basename, filename) for each file in the tree.
+
+    This is an alternative to os.walk() that flattens out the tree and
+    with filtering.
+    """
+    pending = [root]
+    while pending:
+        dirname = pending.pop(0)
+        for result in _iter_files(dirname, pending, prune_dir, exclude_file):
+            yield result
+
+
+def iter_tree(root, prune_dir=None, exclude_file=None):
+    """Yield (dirname, files) for each directory in the tree.
+
+    The list of files is actually a list of (basename, filename).
+
+    This is an alternative to os.walk() with filtering."""
+    pending = [root]
+    while pending:
+        dirname = pending.pop(0)
+        files = []
+        for _, b, f in _iter_files(dirname, pending, prune_dir, exclude_file):
+            files.append((b, f))
+        yield dirname, files
+
+
+def _iter_files(dirname, subdirs, prune_dir, exclude_file):
+    for basename in os.listdir(dirname):
+        filename = os.path.join(dirname, basename)
+        if os.path.isdir(filename):
+            if prune_dir is not None and prune_dir(dirname, basename):
+                continue
+            subdirs.append(filename)
+        else:
+            # TODO: Use os.path.isfile() to narrow it down?
+            if exclude_file is not None and exclude_file(dirname, basename):
+                continue
+            yield dirname, basename, filename
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/force_pydevd.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/force_pydevd.py
new file mode 100644
index 0000000..1b9dd5d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/force_pydevd.py
@@ -0,0 +1,62 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+from importlib import import_module
+import os
+import warnings
+
+from . import check_modules, prefix_matcher, preimport, vendored
+
+# Ensure that pydevd is our vendored copy.
+_unvendored, _ = check_modules('pydevd',
+                               prefix_matcher('pydev', '_pydev'))
+if _unvendored:
+    _unvendored = sorted(_unvendored.values())
+    msg = 'incompatible copy of pydevd already imported'
+    # raise ImportError(msg)
+    warnings.warn(msg + ':\n {}'.format('\n  '.join(_unvendored)))
+
+# If debugpy logging is enabled, enable it for pydevd as well
+if "DEBUGPY_LOG_DIR" in os.environ:
+    os.environ[str("PYDEVD_DEBUG")] = str("True")
+    os.environ[str("PYDEVD_DEBUG_FILE")] = os.environ["DEBUGPY_LOG_DIR"] + str("/debugpy.pydevd.log")
+
+# Constants must be set before importing any other pydevd module
+# # due to heavy use of "from" in them.
+with vendored('pydevd'):
+    pydevd_constants = import_module('_pydevd_bundle.pydevd_constants')
+# We limit representation size in our representation provider when needed.
+pydevd_constants.MAXIMUM_VARIABLE_REPRESENTATION_SIZE = 2 ** 32
+
+# Now make sure all the top-level modules and packages in pydevd are
+# loaded.  Any pydevd modules that aren't loaded at this point, will
+# be loaded using their parent package's __path__ (i.e. one of the
+# following).
+preimport('pydevd', [
+    '_pydev_bundle',
+    '_pydev_runfiles',
+    '_pydevd_bundle',
+    '_pydevd_frame_eval',
+    'pydev_ipython',
+    'pydevd_plugins',
+    'pydevd',
+])
+
+# When pydevd is imported it sets the breakpoint behavior, but it needs to be
+# overridden because by default pydevd will connect to the remote debugger using
+# its own custom protocol rather than DAP.
+import pydevd  # noqa
+import debugpy  # noqa
+
+
+def debugpy_breakpointhook():
+    debugpy.breakpoint()
+
+
+pydevd.install_breakpointhook(debugpy_breakpointhook)
+
+# Ensure that pydevd uses JSON protocol
+from _pydevd_bundle import pydevd_constants
+from _pydevd_bundle import pydevd_defaults
+pydevd_defaults.PydevdCustomization.DEFAULT_PROTOCOL = pydevd_constants.HTTP_JSON_PROTOCOL
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/__init__.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/__init__.py
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_calltip_util.py
@@ -0,0 +1,155 @@
+'''
+License: Apache 2.0
+Author: Yuli Fitterman
+'''
+import types
+
+from _pydevd_bundle.pydevd_constants import IS_JYTHON
+
+try:
+    import inspect
+except:
+    import traceback;
+
+    traceback.print_exc()  # Ok, no inspect available (search will not work)
+
+from _pydev_bundle._pydev_imports_tipper import signature_from_docstring
+
+
+def is_bound_method(obj):
+    if isinstance(obj, types.MethodType):
+        return getattr(obj, '__self__', getattr(obj, 'im_self', None)) is not None
+    else:
+        return False
+
+
+def get_class_name(instance):
+    return getattr(getattr(instance, "__class__", None), "__name__", None)
+
+
+def get_bound_class_name(obj):
+    my_self = getattr(obj, '__self__', getattr(obj, 'im_self', None))
+    if my_self is None:
+        return None
+    return get_class_name(my_self)
+
+
+def get_description(obj):
+    try:
+        ob_call = obj.__call__
+    except:
+        ob_call = None
+
+    if isinstance(obj, type) or type(obj).__name__ == 'classobj':
+        fob = getattr(obj, '__init__', lambda: None)
+        if not isinstance(fob, (types.FunctionType, types.MethodType)):
+            fob = obj
+    elif is_bound_method(ob_call):
+        fob = ob_call
+    else:
+        fob = obj
+
+    argspec = ""
+    fn_name = None
+    fn_class = None
+    if isinstance(fob, (types.FunctionType, types.MethodType)):
+        spec_info = inspect.getfullargspec(fob)
+        argspec = inspect.formatargspec(*spec_info)
+        fn_name = getattr(fob, '__name__', None)
+        if isinstance(obj, type) or type(obj).__name__ == 'classobj':
+            fn_name = "__init__"
+            fn_class = getattr(obj, "__name__", "UnknownClass")
+        elif is_bound_method(obj) or is_bound_method(ob_call):
+            fn_class = get_bound_class_name(obj) or "UnknownClass"
+
+    else:
+        fn_name = getattr(fob, '__name__', None)
+        fn_self = getattr(fob, '__self__', None)
+        if fn_self is not None and not isinstance(fn_self, types.ModuleType):
+            fn_class = get_class_name(fn_self)
+
+    doc_string = get_docstring(ob_call) if is_bound_method(ob_call) else get_docstring(obj)
+    return create_method_stub(fn_name, fn_class, argspec, doc_string)
+
+
+def create_method_stub(fn_name, fn_class, argspec, doc_string):
+    if fn_name and argspec:
+        doc_string = "" if doc_string is None else doc_string
+        fn_stub = create_function_stub(fn_name, argspec, doc_string, indent=1 if fn_class else 0)
+        if fn_class:
+            expr = fn_class if fn_name == '__init__' else fn_class + '().' + fn_name
+            return create_class_stub(fn_class, fn_stub) + "\n" + expr
+        else:
+            expr = fn_name
+            return fn_stub + "\n" + expr
+    elif doc_string:
+        if fn_name:
+            restored_signature, _ = signature_from_docstring(doc_string, fn_name)
+            if restored_signature:
+                return create_method_stub(fn_name, fn_class, restored_signature, doc_string)
+        return create_function_stub('unknown', '(*args, **kwargs)', doc_string) + '\nunknown'
+
+    else:
+        return ''
+
+
+def get_docstring(obj):
+    if obj is not None:
+        try:
+            if IS_JYTHON:
+                # Jython
+                doc = obj.__doc__
+                if doc is not None:
+                    return doc
+
+                from _pydev_bundle import _pydev_jy_imports_tipper
+
+                is_method, infos = _pydev_jy_imports_tipper.ismethod(obj)
+                ret = ''
+                if is_method:
+                    for info in infos:
+                        ret += info.get_as_doc()
+                    return ret
+
+            else:
+
+                doc = inspect.getdoc(obj)
+                if doc is not None:
+                    return doc
+        except:
+            pass
+    else:
+        return ''
+    try:
+        # if no attempt succeeded, try to return repr()...
+        return repr(obj)
+    except:
+        try:
+            # otherwise the class
+            return str(obj.__class__)
+        except:
+            # if all fails, go to an empty string
+            return ''
+
+
+def create_class_stub(class_name, contents):
+    return "class %s(object):\n%s" % (class_name, contents)
+
+
+def create_function_stub(fn_name, fn_argspec, fn_docstring, indent=0):
+
+    def shift_right(string, prefix):
+        return ''.join(prefix + line for line in string.splitlines(True))
+
+    fn_docstring = shift_right(inspect.cleandoc(fn_docstring), "  " * (indent + 1))
+    ret = '''
+def %s%s:
+    """%s"""
+    pass
+''' % (fn_name, fn_argspec, fn_docstring)
+    ret = ret[1:]  # remove first /n
+    ret = ret.replace('\t', "  ")
+    if indent:
+        prefix = "  " * indent
+        ret = shift_right(ret, prefix)
+    return ret
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_completer.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_completer.py
new file mode 100644
index 0000000..ed0db4e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_completer.py
@@ -0,0 +1,267 @@
+from collections import namedtuple
+from string import ascii_letters, digits
+
+from _pydevd_bundle import pydevd_xml
+import pydevconsole
+
+import builtins as __builtin__  # Py3
+
+try:
+    import java.lang  # @UnusedImport
+    from _pydev_bundle import _pydev_jy_imports_tipper
+    _pydev_imports_tipper = _pydev_jy_imports_tipper
+except ImportError:
+    IS_JYTHON = False
+    from _pydev_bundle import _pydev_imports_tipper
+
+dir2 = _pydev_imports_tipper.generate_imports_tip_for_module
+
+
+#=======================================================================================================================
+# _StartsWithFilter
+#=======================================================================================================================
+class _StartsWithFilter:
+    '''
+        Used because we can't create a lambda that'll use an outer scope in jython 2.1
+    '''
+
+    def __init__(self, start_with):
+        self.start_with = start_with.lower()
+
+    def __call__(self, name):
+        return name.lower().startswith(self.start_with)
+
+
+#=======================================================================================================================
+# Completer
+#
+# This class was gotten from IPython.completer (dir2 was replaced with the completer already in pydev)
+#=======================================================================================================================
+class Completer:
+
+    def __init__(self, namespace=None, global_namespace=None):
+        """Create a new completer for the command line.
+
+        Completer([namespace,global_namespace]) -> completer instance.
+
+        If unspecified, the default namespace where completions are performed
+        is __main__ (technically, __main__.__dict__). Namespaces should be
+        given as dictionaries.
+
+        An optional second namespace can be given.  This allows the completer
+        to handle cases where both the local and global scopes need to be
+        distinguished.
+
+        Completer instances should be used as the completion mechanism of
+        readline via the set_completer() call:
+
+        readline.set_completer(Completer(my_namespace).complete)
+        """
+
+        # Don't bind to namespace quite yet, but flag whether the user wants a
+        # specific namespace or to use __main__.__dict__. This will allow us
+        # to bind to __main__.__dict__ at completion time, not now.
+        if namespace is None:
+            self.use_main_ns = 1
+        else:
+            self.use_main_ns = 0
+            self.namespace = namespace
+
+        # The global namespace, if given, can be bound directly
+        if global_namespace is None:
+            self.global_namespace = {}
+        else:
+            self.global_namespace = global_namespace
+
+    def complete(self, text):
+        """Return the next possible completion for 'text'.
+
+        This is called successively with state == 0, 1, 2, ... until it
+        returns None.  The completion should begin with 'text'.
+
+        """
+        if self.use_main_ns:
+            # In pydev this option should never be used
+            raise RuntimeError('Namespace must be provided!')
+            self.namespace = __main__.__dict__  # @UndefinedVariable
+
+        if "." in text:
+            return self.attr_matches(text)
+        else:
+            return self.global_matches(text)
+
+    def global_matches(self, text):
+        """Compute matches when text is a simple name.
+
+        Return a list of all keywords, built-in functions and names currently
+        defined in self.namespace or self.global_namespace that match.
+
+        """
+
+        def get_item(obj, attr):
+            return obj[attr]
+
+        a = {}
+
+        for dict_with_comps in [__builtin__.__dict__, self.namespace, self.global_namespace]:  # @UndefinedVariable
+            a.update(dict_with_comps)
+
+        filter = _StartsWithFilter(text)
+
+        return dir2(a, a.keys(), get_item, filter)
+
+    def attr_matches(self, text):
+        """Compute matches when text contains a dot.
+
+        Assuming the text is of the form NAME.NAME....[NAME], and is
+        evaluatable in self.namespace or self.global_namespace, it will be
+        evaluated and its attributes (as revealed by dir()) are used as
+        possible completions.  (For class instances, class members are are
+        also considered.)
+
+        WARNING: this can still invoke arbitrary C code, if an object
+        with a __getattr__ hook is evaluated.
+
+        """
+        import re
+
+        # Another option, seems to work great. Catches things like ''.<tab>
+        m = re.match(r"(\S+(\.\w+)*)\.(\w*)$", text)  # @UndefinedVariable
+
+        if not m:
+            return []
+
+        expr, attr = m.group(1, 3)
+        try:
+            obj = eval(expr, self.namespace)
+        except:
+            try:
+                obj = eval(expr, self.global_namespace)
+            except:
+                return []
+
+        filter = _StartsWithFilter(attr)
+
+        words = dir2(obj, filter=filter)
+
+        return words
+
+
+def generate_completions(frame, act_tok):
+    '''
+    :return list(tuple(method_name, docstring, parameters, completion_type))
+
+    method_name: str
+    docstring: str
+    parameters: str -- i.e.: "(a, b)"
+    completion_type is an int
+        See: _pydev_bundle._pydev_imports_tipper for TYPE_ constants
+    '''
+    if frame is None:
+        return []
+
+    # Not using frame.f_globals because of https://sourceforge.net/tracker2/?func=detail&aid=2541355&group_id=85796&atid=577329
+    # (Names not resolved in generator expression in method)
+    # See message: http://mail.python.org/pipermail/python-list/2009-January/526522.html
+    updated_globals = {}
+    updated_globals.update(frame.f_globals)
+    updated_globals.update(frame.f_locals)  # locals later because it has precedence over the actual globals
+
+    if pydevconsole.IPYTHON:
+        completions = pydevconsole.get_completions(act_tok, act_tok, updated_globals, frame.f_locals)
+    else:
+        completer = Completer(updated_globals, None)
+        # list(tuple(name, descr, parameters, type))
+        completions = completer.complete(act_tok)
+
+    return completions
+
+
+def generate_completions_as_xml(frame, act_tok):
+    completions = generate_completions(frame, act_tok)
+    return completions_to_xml(completions)
+
+
+def completions_to_xml(completions):
+    valid_xml = pydevd_xml.make_valid_xml_value
+    quote = pydevd_xml.quote
+    msg = ["<xml>"]
+
+    for comp in completions:
+        msg.append('<comp p0="')
+        msg.append(valid_xml(quote(comp[0], '/>_= \t')))
+        msg.append('" p1="')
+        msg.append(valid_xml(quote(comp[1], '/>_= \t')))
+        msg.append('" p2="')
+        msg.append(valid_xml(quote(comp[2], '/>_= \t')))
+        msg.append('" p3="')
+        msg.append(valid_xml(quote(comp[3], '/>_= \t')))
+        msg.append('"/>')
+    msg.append("</xml>")
+
+    return ''.join(msg)
+
+
+identifier_start = ascii_letters + '_'
+identifier_part = ascii_letters + '_' + digits
+
+identifier_start = set(identifier_start)
+identifier_part = set(identifier_part)
+
+
+def isidentifier(s):
+    return s.isidentifier()
+
+
+TokenAndQualifier = namedtuple('TokenAndQualifier', 'token, qualifier')
+
+
+def extract_token_and_qualifier(text, line=0, column=0):
+    '''
+    Extracts the token a qualifier from the text given the line/colum
+    (see test_extract_token_and_qualifier for examples).
+
+    :param unicode text:
+    :param int line: 0-based
+    :param int column: 0-based
+    '''
+    # Note: not using the tokenize module because text should be unicode and
+    # line/column refer to the unicode text (otherwise we'd have to know
+    # those ranges after converted to bytes).
+    if line < 0:
+        line = 0
+    if column < 0:
+        column = 0
+
+    if isinstance(text, bytes):
+        text = text.decode('utf-8')
+
+    lines = text.splitlines()
+    try:
+        text = lines[line]
+    except IndexError:
+        return TokenAndQualifier(u'', u'')
+
+    if column >= len(text):
+        column = len(text)
+
+    text = text[:column]
+    token = u''
+    qualifier = u''
+
+    temp_token = []
+    for i in range(column - 1, -1, -1):
+        c = text[i]
+        if c in identifier_part or isidentifier(c) or c == u'.':
+            temp_token.append(c)
+        else:
+            break
+    temp_token = u''.join(reversed(temp_token))
+    if u'.' in temp_token:
+        temp_token = temp_token.split(u'.')
+        token = u'.'.join(temp_token[:-1])
+        qualifier = temp_token[-1]
+    else:
+        qualifier = temp_token
+
+    return TokenAndQualifier(token, qualifier)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_execfile.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_execfile.py
new file mode 100644
index 0000000..28ae403
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_execfile.py
@@ -0,0 +1,14 @@
+# We must redefine it in Py3k if it's not already there
+def execfile(file, glob=None, loc=None):
+    if glob is None:
+        import sys
+        glob = sys._getframe().f_back.f_globals
+    if loc is None:
+        loc = glob
+
+    import tokenize
+    with tokenize.open(file) as stream:
+        contents = stream.read()
+
+    # execute the script (note: it's important to compile first to have the filename set in debug mode)
+    exec(compile(contents + "\n", file, 'exec'), glob, loc)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_filesystem_encoding.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_filesystem_encoding.py
new file mode 120000
index 0000000..9e26cde
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_filesystem_encoding.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/57/26/19/5e17accfeb7f7eb7069b39ba6f92b671cbfbc984535d671d6eac70a733
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_getopt.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_getopt.py
new file mode 120000
index 0000000..abbdfe5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_getopt.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/61/8a/61/c4dc130f2683ef7b16ce75aa738d42970e6f1c5f39fab2002f01ea5c1d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_imports_tipper.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_imports_tipper.py
new file mode 100644
index 0000000..7f89c75
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_imports_tipper.py
@@ -0,0 +1,373 @@
+import inspect
+import os.path
+import sys
+
+from _pydev_bundle._pydev_tipper_common import do_find
+from _pydevd_bundle.pydevd_utils import hasattr_checked, dir_checked
+
+from inspect import getfullargspec
+
+
+def getargspec(*args, **kwargs):
+    arg_spec = getfullargspec(*args, **kwargs)
+    return arg_spec.args, arg_spec.varargs, arg_spec.varkw, arg_spec.defaults, arg_spec.kwonlyargs or [], arg_spec.kwonlydefaults or {}
+
+
+# completion types.
+TYPE_IMPORT = '0'
+TYPE_CLASS = '1'
+TYPE_FUNCTION = '2'
+TYPE_ATTR = '3'
+TYPE_BUILTIN = '4'
+TYPE_PARAM = '5'
+
+
+def _imp(name, log=None):
+    try:
+        return __import__(name)
+    except:
+        if '.' in name:
+            sub = name[0:name.rfind('.')]
+
+            if log is not None:
+                log.add_content('Unable to import', name, 'trying with', sub)
+                log.add_exception()
+
+            return _imp(sub, log)
+        else:
+            s = 'Unable to import module: %s - sys.path: %s' % (str(name), sys.path)
+            if log is not None:
+                log.add_content(s)
+                log.add_exception()
+
+            raise ImportError(s)
+
+
+IS_IPY = False
+if sys.platform == 'cli':
+    IS_IPY = True
+    _old_imp = _imp
+
+    def _imp(name, log=None):
+        # We must add a reference in clr for .Net
+        import clr  # @UnresolvedImport
+        initial_name = name
+        while '.' in name:
+            try:
+                clr.AddReference(name)
+                break  # If it worked, that's OK.
+            except:
+                name = name[0:name.rfind('.')]
+        else:
+            try:
+                clr.AddReference(name)
+            except:
+                pass  # That's OK (not dot net module).
+
+        return _old_imp(initial_name, log)
+
+
+def get_file(mod):
+    f = None
+    try:
+        f = inspect.getsourcefile(mod) or inspect.getfile(mod)
+    except:
+        try:
+            f = getattr(mod, '__file__', None)
+        except:
+            f = None
+        if f and f.lower(f[-4:]) in ['.pyc', '.pyo']:
+            filename = f[:-4] + '.py'
+            if os.path.exists(filename):
+                f = filename
+
+    return f
+
+
+def Find(name, log=None):
+    f = None
+
+    mod = _imp(name, log)
+    parent = mod
+    foundAs = ''
+
+    if inspect.ismodule(mod):
+        f = get_file(mod)
+
+    components = name.split('.')
+
+    old_comp = None
+    for comp in components[1:]:
+        try:
+            # this happens in the following case:
+            # we have mx.DateTime.mxDateTime.mxDateTime.pyd
+            # but after importing it, mx.DateTime.mxDateTime shadows access to mxDateTime.pyd
+            mod = getattr(mod, comp)
+        except AttributeError:
+            if old_comp != comp:
+                raise
+
+        if inspect.ismodule(mod):
+            f = get_file(mod)
+        else:
+            if len(foundAs) > 0:
+                foundAs = foundAs + '.'
+            foundAs = foundAs + comp
+
+        old_comp = comp
+
+    return f, mod, parent, foundAs
+
+
+def search_definition(data):
+    '''@return file, line, col
+    '''
+
+    data = data.replace('\n', '')
+    if data.endswith('.'):
+        data = data.rstrip('.')
+    f, mod, parent, foundAs = Find(data)
+    try:
+        return do_find(f, mod), foundAs
+    except:
+        return do_find(f, parent), foundAs
+
+
+def generate_tip(data, log=None):
+    data = data.replace('\n', '')
+    if data.endswith('.'):
+        data = data.rstrip('.')
+
+    f, mod, parent, foundAs = Find(data, log)
+    # print_ >> open('temp.txt', 'w'), f
+    tips = generate_imports_tip_for_module(mod)
+    return f, tips
+
+
+def check_char(c):
+    if c == '-' or c == '.':
+        return '_'
+    return c
+
+
+_SENTINEL = object()
+
+
+def generate_imports_tip_for_module(obj_to_complete, dir_comps=None, getattr=getattr, filter=lambda name:True):
+    '''
+        @param obj_to_complete: the object from where we should get the completions
+        @param dir_comps: if passed, we should not 'dir' the object and should just iterate those passed as kwonly_arg parameter
+        @param getattr: the way to get kwonly_arg given object from the obj_to_complete (used for the completer)
+        @param filter: kwonly_arg callable that receives the name and decides if it should be appended or not to the results
+        @return: list of tuples, so that each tuple represents kwonly_arg completion with:
+            name, doc, args, type (from the TYPE_* constants)
+    '''
+    ret = []
+
+    if dir_comps is None:
+        dir_comps = dir_checked(obj_to_complete)
+        if hasattr_checked(obj_to_complete, '__dict__'):
+            dir_comps.append('__dict__')
+        if hasattr_checked(obj_to_complete, '__class__'):
+            dir_comps.append('__class__')
+
+    get_complete_info = True
+
+    if len(dir_comps) > 1000:
+        # ok, we don't want to let our users wait forever...
+        # no complete info for you...
+
+        get_complete_info = False
+
+    dontGetDocsOn = (float, int, str, tuple, list, dict)
+    dontGetattrOn = (dict, list, set, tuple)
+    for d in dir_comps:
+
+        if d is None:
+            continue
+
+        if not filter(d):
+            continue
+
+        args = ''
+
+        try:
+            try:
+                if isinstance(obj_to_complete, dontGetattrOn):
+                    raise Exception('Since python 3.9, e.g. "dict[str]" will return'
+                                    " a dict that's only supposed to take strings. "
+                                    'Interestingly, e.g. dict["val"] is also valid '
+                                    'and presumably represents a dict that only takes '
+                                    'keys that are "val". This breaks our check for '
+                                    'class attributes.')
+                obj = getattr(obj_to_complete.__class__, d)
+            except:
+                obj = getattr(obj_to_complete, d)
+        except:  # just ignore and get it without additional info
+            ret.append((d, '', args, TYPE_BUILTIN))
+        else:
+
+            if get_complete_info:
+                try:
+                    retType = TYPE_BUILTIN
+
+                    # check if we have to get docs
+                    getDoc = True
+                    for class_ in dontGetDocsOn:
+
+                        if isinstance(obj, class_):
+                            getDoc = False
+                            break
+
+                    doc = ''
+                    if getDoc:
+                        # no need to get this info... too many constants are defined and
+                        # makes things much slower (passing all that through sockets takes quite some time)
+                        try:
+                            doc = inspect.getdoc(obj)
+                            if doc is None:
+                                doc = ''
+                        except:  # may happen on jython when checking java classes (so, just ignore it)
+                            doc = ''
+
+                    if inspect.ismethod(obj) or inspect.isbuiltin(obj) or inspect.isfunction(obj) or inspect.isroutine(obj):
+                        try:
+                            args, vargs, kwargs, defaults, kwonly_args, kwonly_defaults = getargspec(obj)
+
+                            args = args[:]
+
+                            for kwonly_arg in kwonly_args:
+                                default = kwonly_defaults.get(kwonly_arg, _SENTINEL)
+                                if default is not _SENTINEL:
+                                    args.append('%s=%s' % (kwonly_arg, default))
+                                else:
+                                    args.append(str(kwonly_arg))
+
+                            args = '(%s)' % (', '.join(args))
+                        except TypeError:
+                            # ok, let's see if we can get the arguments from the doc
+                            args, doc = signature_from_docstring(doc, getattr(obj, '__name__', None))
+
+                        retType = TYPE_FUNCTION
+
+                    elif inspect.isclass(obj):
+                        retType = TYPE_CLASS
+
+                    elif inspect.ismodule(obj):
+                        retType = TYPE_IMPORT
+
+                    else:
+                        retType = TYPE_ATTR
+
+                    # add token and doc to return - assure only strings.
+                    ret.append((d, doc, args, retType))
+
+                except:  # just ignore and get it without aditional info
+                    ret.append((d, '', args, TYPE_BUILTIN))
+
+            else:  # get_complete_info == False
+                if inspect.ismethod(obj) or inspect.isbuiltin(obj) or inspect.isfunction(obj) or inspect.isroutine(obj):
+                    retType = TYPE_FUNCTION
+
+                elif inspect.isclass(obj):
+                    retType = TYPE_CLASS
+
+                elif inspect.ismodule(obj):
+                    retType = TYPE_IMPORT
+
+                else:
+                    retType = TYPE_ATTR
+                # ok, no complete info, let's try to do this as fast and clean as possible
+                # so, no docs for this kind of information, only the signatures
+                ret.append((d, '', str(args), retType))
+
+    return ret
+
+
+def signature_from_docstring(doc, obj_name):
+    args = '()'
+    try:
+        found = False
+        if len(doc) > 0:
+            if IS_IPY:
+                # Handle case where we have the situation below
+                # sort(self, object cmp, object key)
+                # sort(self, object cmp, object key, bool reverse)
+                # sort(self)
+                # sort(self, object cmp)
+
+                # Or: sort(self: list, cmp: object, key: object)
+                # sort(self: list, cmp: object, key: object, reverse: bool)
+                # sort(self: list)
+                # sort(self: list, cmp: object)
+                if obj_name:
+                    name = obj_name + '('
+
+                    # Fix issue where it was appearing sort(aa)sort(bb)sort(cc) in the same line.
+                    lines = doc.splitlines()
+                    if len(lines) == 1:
+                        c = doc.count(name)
+                        if c > 1:
+                            doc = ('\n' + name).join(doc.split(name))
+
+                    major = ''
+                    for line in doc.splitlines():
+                        if line.startswith(name) and line.endswith(')'):
+                            if len(line) > len(major):
+                                major = line
+                    if major:
+                        args = major[major.index('('):]
+                        found = True
+
+            if not found:
+                i = doc.find('->')
+                if i < 0:
+                    i = doc.find('--')
+                    if i < 0:
+                        i = doc.find('\n')
+                        if i < 0:
+                            i = doc.find('\r')
+
+                if i > 0:
+                    s = doc[0:i]
+                    s = s.strip()
+
+                    # let's see if we have a docstring in the first line
+                    if s[-1] == ')':
+                        start = s.find('(')
+                        if start >= 0:
+                            end = s.find('[')
+                            if end <= 0:
+                                end = s.find(')')
+                                if end <= 0:
+                                    end = len(s)
+
+                            args = s[start:end]
+                            if not args[-1] == ')':
+                                args = args + ')'
+
+                            # now, get rid of unwanted chars
+                            l = len(args) - 1
+                            r = []
+                            for i in range(len(args)):
+                                if i == 0 or i == l:
+                                    r.append(args[i])
+                                else:
+                                    r.append(check_char(args[i]))
+
+                            args = ''.join(r)
+
+            if IS_IPY:
+                if args.startswith('(self:'):
+                    i = args.find(',')
+                    if i >= 0:
+                        args = '(self' + args[i:]
+                    else:
+                        args = '(self)'
+                i = args.find(')')
+                if i > 0:
+                    args = args[:i + 1]
+
+    except:
+        pass
+    return args, doc
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_jy_imports_tipper.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_jy_imports_tipper.py
new file mode 100644
index 0000000..a30c4d3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_jy_imports_tipper.py
@@ -0,0 +1,492 @@
+import traceback
+from io import StringIO
+from java.lang import StringBuffer  # @UnresolvedImport
+from java.lang import String  # @UnresolvedImport
+import java.lang  # @UnresolvedImport
+import sys
+from _pydev_bundle._pydev_tipper_common import do_find
+
+from org.python.core import PyReflectedFunction  # @UnresolvedImport
+
+from org.python import core  # @UnresolvedImport
+from org.python.core import PyClass  # @UnresolvedImport
+
+# completion types.
+TYPE_IMPORT = '0'
+TYPE_CLASS = '1'
+TYPE_FUNCTION = '2'
+TYPE_ATTR = '3'
+TYPE_BUILTIN = '4'
+TYPE_PARAM = '5'
+
+
+def _imp(name):
+    try:
+        return __import__(name)
+    except:
+        if '.' in name:
+            sub = name[0:name.rfind('.')]
+            return _imp(sub)
+        else:
+            s = 'Unable to import module: %s - sys.path: %s' % (str(name), sys.path)
+            raise RuntimeError(s)
+
+
+import java.util
+_java_rt_file = getattr(java.util, '__file__', None)
+
+
+def Find(name):
+    f = None
+    if name.startswith('__builtin__'):
+        if name == '__builtin__.str':
+            name = 'org.python.core.PyString'
+        elif name == '__builtin__.dict':
+            name = 'org.python.core.PyDictionary'
+
+    mod = _imp(name)
+    parent = mod
+    foundAs = ''
+
+    try:
+        f = getattr(mod, '__file__', None)
+    except:
+        f = None
+
+    components = name.split('.')
+    old_comp = None
+    for comp in components[1:]:
+        try:
+            # this happens in the following case:
+            # we have mx.DateTime.mxDateTime.mxDateTime.pyd
+            # but after importing it, mx.DateTime.mxDateTime does shadows access to mxDateTime.pyd
+            mod = getattr(mod, comp)
+        except AttributeError:
+            if old_comp != comp:
+                raise
+
+        if hasattr(mod, '__file__'):
+            f = mod.__file__
+        else:
+            if len(foundAs) > 0:
+                foundAs = foundAs + '.'
+            foundAs = foundAs + comp
+
+        old_comp = comp
+
+    if f is None and name.startswith('java.lang'):
+        # Hack: java.lang.__file__ is None on Jython 2.7 (whereas it pointed to rt.jar on Jython 2.5).
+        f = _java_rt_file
+
+    if f is not None:
+        if f.endswith('.pyc'):
+            f = f[:-1]
+        elif f.endswith('$py.class'):
+            f = f[:-len('$py.class')] + '.py'
+    return f, mod, parent, foundAs
+
+
+def format_param_class_name(paramClassName):
+    if paramClassName.startswith('<type \'') and paramClassName.endswith('\'>'):
+        paramClassName = paramClassName[len('<type \''):-2]
+    if paramClassName.startswith('['):
+        if paramClassName == '[C':
+            paramClassName = 'char[]'
+
+        elif paramClassName == '[B':
+            paramClassName = 'byte[]'
+
+        elif paramClassName == '[I':
+            paramClassName = 'int[]'
+
+        elif paramClassName.startswith('[L') and paramClassName.endswith(';'):
+            paramClassName = paramClassName[2:-1]
+            paramClassName += '[]'
+    return paramClassName
+
+
+def generate_tip(data, log=None):
+    data = data.replace('\n', '')
+    if data.endswith('.'):
+        data = data.rstrip('.')
+
+    f, mod, parent, foundAs = Find(data)
+    tips = generate_imports_tip_for_module(mod)
+    return f, tips
+
+
+#=======================================================================================================================
+# Info
+#=======================================================================================================================
+class Info:
+
+    def __init__(self, name, **kwargs):
+        self.name = name
+        self.doc = kwargs.get('doc', None)
+        self.args = kwargs.get('args', ())  # tuple of strings
+        self.varargs = kwargs.get('varargs', None)  # string
+        self.kwargs = kwargs.get('kwargs', None)  # string
+        self.ret = kwargs.get('ret', None)  # string
+
+    def basic_as_str(self):
+        '''@returns this class information as a string (just basic format)
+        '''
+        args = self.args
+        s = 'function:%s args=%s, varargs=%s, kwargs=%s, docs:%s' % \
+            (self.name, args, self.varargs, self.kwargs, self.doc)
+        return s
+
+    def get_as_doc(self):
+        s = str(self.name)
+        if self.doc:
+            s += '\n@doc %s\n' % str(self.doc)
+
+        if self.args:
+            s += '\n@params '
+            for arg in self.args:
+                s += str(format_param_class_name(arg))
+                s += '  '
+
+        if self.varargs:
+            s += '\n@varargs '
+            s += str(self.varargs)
+
+        if self.kwargs:
+            s += '\n@kwargs '
+            s += str(self.kwargs)
+
+        if self.ret:
+            s += '\n@return '
+            s += str(format_param_class_name(str(self.ret)))
+
+        return str(s)
+
+
+def isclass(cls):
+    return isinstance(cls, core.PyClass) or type(cls) == java.lang.Class
+
+
+def ismethod(func):
+    '''this function should return the information gathered on a function
+
+    @param func: this is the function we want to get info on
+    @return a tuple where:
+        0 = indicates whether the parameter passed is a method or not
+        1 = a list of classes 'Info', with the info gathered from the function
+            this is a list because when we have methods from java with the same name and different signatures,
+            we actually have many methods, each with its own set of arguments
+    '''
+
+    try:
+        if isinstance(func, core.PyFunction):
+            # ok, this is from python, created by jython
+            # print_ '    PyFunction'
+
+            def getargs(func_code):
+                """Get information about the arguments accepted by a code object.
+
+                Three things are returned: (args, varargs, varkw), where 'args' is
+                a list of argument names (possibly containing nested lists), and
+                'varargs' and 'varkw' are the names of the * and ** arguments or None."""
+
+                nargs = func_code.co_argcount
+                names = func_code.co_varnames
+                args = list(names[:nargs])
+                step = 0
+
+                if not hasattr(func_code, 'CO_VARARGS'):
+                    from org.python.core import CodeFlag  # @UnresolvedImport
+                    co_varargs_flag = CodeFlag.CO_VARARGS.flag
+                    co_varkeywords_flag = CodeFlag.CO_VARKEYWORDS.flag
+                else:
+                    co_varargs_flag = func_code.CO_VARARGS
+                    co_varkeywords_flag = func_code.CO_VARKEYWORDS
+
+                varargs = None
+                if func_code.co_flags & co_varargs_flag:
+                    varargs = func_code.co_varnames[nargs]
+                    nargs = nargs + 1
+                varkw = None
+                if func_code.co_flags & co_varkeywords_flag:
+                    varkw = func_code.co_varnames[nargs]
+                return args, varargs, varkw
+
+            args = getargs(func.func_code)
+            return 1, [Info(func.func_name, args=args[0], varargs=args[1], kwargs=args[2], doc=func.func_doc)]
+
+        if isinstance(func, core.PyMethod):
+            # this is something from java itself, and jython just wrapped it...
+
+            # things to play in func:
+            # ['__call__', '__class__', '__cmp__', '__delattr__', '__dir__', '__doc__', '__findattr__', '__name__', '_doget', 'im_class',
+            # 'im_func', 'im_self', 'toString']
+            # print_ '    PyMethod'
+            # that's the PyReflectedFunction... keep going to get it
+            func = func.im_func
+
+        if isinstance(func, PyReflectedFunction):
+            # this is something from java itself, and jython just wrapped it...
+
+            # print_ '    PyReflectedFunction'
+
+            infos = []
+            for i in range(len(func.argslist)):
+                # things to play in func.argslist[i]:
+
+                # 'PyArgsCall', 'PyArgsKeywordsCall', 'REPLACE', 'StandardCall', 'args', 'compare', 'compareTo', 'data', 'declaringClass'
+                # 'flags', 'isStatic', 'matches', 'precedence']
+
+                # print_ '        ', func.argslist[i].data.__class__
+                # func.argslist[i].data.__class__ == java.lang.reflect.Method
+
+                if func.argslist[i]:
+                    met = func.argslist[i].data
+                    name = met.getName()
+                    try:
+                        ret = met.getReturnType()
+                    except AttributeError:
+                        ret = ''
+                    parameterTypes = met.getParameterTypes()
+
+                    args = []
+                    for j in range(len(parameterTypes)):
+                        paramTypesClass = parameterTypes[j]
+                        try:
+                            try:
+                                paramClassName = paramTypesClass.getName()
+                            except:
+                                paramClassName = paramTypesClass.getName(paramTypesClass)
+                        except AttributeError:
+                            try:
+                                paramClassName = repr(paramTypesClass)  # should be something like <type 'object'>
+                                paramClassName = paramClassName.split('\'')[1]
+                            except:
+                                paramClassName = repr(paramTypesClass)  # just in case something else happens... it will at least be visible
+                        # if the parameter equals [C, it means it it a char array, so, let's change it
+
+                        a = format_param_class_name(paramClassName)
+                        # a = a.replace('[]','Array')
+                        # a = a.replace('Object', 'obj')
+                        # a = a.replace('String', 's')
+                        # a = a.replace('Integer', 'i')
+                        # a = a.replace('Char', 'c')
+                        # a = a.replace('Double', 'd')
+                        args.append(a)  # so we don't leave invalid code
+
+                    info = Info(name, args=args, ret=ret)
+                    # print_ info.basic_as_str()
+                    infos.append(info)
+
+            return 1, infos
+    except Exception:
+        s = StringIO()
+        traceback.print_exc(file=s)
+        return 1, [Info(str('ERROR'), doc=s.getvalue())]
+
+    return 0, None
+
+
+def ismodule(mod):
+    # java modules... do we have other way to know that?
+    if not hasattr(mod, 'getClass') and not hasattr(mod, '__class__') \
+       and hasattr(mod, '__name__'):
+            return 1
+
+    return isinstance(mod, core.PyModule)
+
+
+def dir_obj(obj):
+    ret = []
+    found = java.util.HashMap()
+    original = obj
+    if hasattr(obj, '__class__'):
+        if obj.__class__ == java.lang.Class:
+
+            # get info about superclasses
+            classes = []
+            classes.append(obj)
+            try:
+                c = obj.getSuperclass()
+            except TypeError:
+                # may happen on jython when getting the java.lang.Class class
+                c = obj.getSuperclass(obj)
+
+            while c != None:
+                classes.append(c)
+                c = c.getSuperclass()
+
+            # get info about interfaces
+            interfs = []
+            for obj in classes:
+                try:
+                    interfs.extend(obj.getInterfaces())
+                except TypeError:
+                    interfs.extend(obj.getInterfaces(obj))
+            classes.extend(interfs)
+
+            # now is the time when we actually get info on the declared methods and fields
+            for obj in classes:
+                try:
+                    declaredMethods = obj.getDeclaredMethods()
+                except TypeError:
+                    declaredMethods = obj.getDeclaredMethods(obj)
+
+                try:
+                    declaredFields = obj.getDeclaredFields()
+                except TypeError:
+                    declaredFields = obj.getDeclaredFields(obj)
+
+                for i in range(len(declaredMethods)):
+                    name = declaredMethods[i].getName()
+                    ret.append(name)
+                    found.put(name, 1)
+
+                for i in range(len(declaredFields)):
+                    name = declaredFields[i].getName()
+                    ret.append(name)
+                    found.put(name, 1)
+
+        elif isclass(obj.__class__):
+            d = dir(obj.__class__)
+            for name in d:
+                ret.append(name)
+                found.put(name, 1)
+
+    # this simple dir does not always get all the info, that's why we have the part before
+    # (e.g.: if we do a dir on String, some methods that are from other interfaces such as
+    # charAt don't appear)
+    d = dir(original)
+    for name in d:
+        if found.get(name) != 1:
+            ret.append(name)
+
+    return ret
+
+
+def format_arg(arg):
+    '''formats an argument to be shown
+    '''
+
+    s = str(arg)
+    dot = s.rfind('.')
+    if dot >= 0:
+        s = s[dot + 1:]
+
+    s = s.replace(';', '')
+    s = s.replace('[]', 'Array')
+    if len(s) > 0:
+        c = s[0].lower()
+        s = c + s[1:]
+
+    return s
+
+
+def search_definition(data):
+    '''@return file, line, col
+    '''
+
+    data = data.replace('\n', '')
+    if data.endswith('.'):
+        data = data.rstrip('.')
+    f, mod, parent, foundAs = Find(data)
+    try:
+        return do_find(f, mod), foundAs
+    except:
+        return do_find(f, parent), foundAs
+
+
+def generate_imports_tip_for_module(obj_to_complete, dir_comps=None, getattr=getattr, filter=lambda name:True):
+    '''
+        @param obj_to_complete: the object from where we should get the completions
+        @param dir_comps: if passed, we should not 'dir' the object and should just iterate those passed as a parameter
+        @param getattr: the way to get a given object from the obj_to_complete (used for the completer)
+        @param filter: a callable that receives the name and decides if it should be appended or not to the results
+        @return: list of tuples, so that each tuple represents a completion with:
+            name, doc, args, type (from the TYPE_* constants)
+    '''
+    ret = []
+
+    if dir_comps is None:
+        dir_comps = dir_obj(obj_to_complete)
+
+    for d in dir_comps:
+
+        if d is None:
+            continue
+
+        if not filter(d):
+            continue
+
+        args = ''
+        doc = ''
+        retType = TYPE_BUILTIN
+
+        try:
+            obj = getattr(obj_to_complete, d)
+        except (AttributeError, java.lang.NoClassDefFoundError):
+            # jython has a bug in its custom classloader that prevents some things from working correctly, so, let's see if
+            # we can fix that... (maybe fixing it in jython itself would be a better idea, as this is clearly a bug)
+            # for that we need a custom classloader... we have references from it in the below places:
+            #
+            # http://mindprod.com/jgloss/classloader.html
+            # http://www.javaworld.com/javaworld/jw-03-2000/jw-03-classload-p2.html
+            # http://freshmeat.net/articles/view/1643/
+            #
+            # note: this only happens when we add things to the sys.path at runtime, if they are added to the classpath
+            # before the run, everything goes fine.
+            #
+            # The code below ilustrates what I mean...
+            #
+            # import sys
+            # sys.path.insert(1, r"C:\bin\eclipse310\plugins\org.junit_3.8.1\junit.jar" )
+            #
+            # import junit.framework
+            # print_ dir(junit.framework) #shows the TestCase class here
+            #
+            # import junit.framework.TestCase
+            #
+            # raises the error:
+            # Traceback (innermost last):
+            #  File "<console>", line 1, in ?
+            # ImportError: No module named TestCase
+            #
+            # whereas if we had added the jar to the classpath before, everything would be fine by now...
+
+            ret.append((d, '', '', retType))
+            # that's ok, private things cannot be gotten...
+            continue
+        else:
+
+            isMet = ismethod(obj)
+            if isMet[0] and isMet[1]:
+                info = isMet[1][0]
+                try:
+                    args, vargs, kwargs = info.args, info.varargs, info.kwargs
+                    doc = info.get_as_doc()
+                    r = ''
+                    for a in (args):
+                        if len(r) > 0:
+                            r += ', '
+                        r += format_arg(a)
+                    args = '(%s)' % (r)
+                except TypeError:
+                    traceback.print_exc()
+                    args = '()'
+
+                retType = TYPE_FUNCTION
+
+            elif isclass(obj):
+                retType = TYPE_CLASS
+
+            elif ismodule(obj):
+                retType = TYPE_IMPORT
+
+        # add token and doc to return - assure only strings.
+        ret.append((d, doc, args, retType))
+
+    return ret
+
+
+if __name__ == "__main__":
+    sys.path.append(r'D:\dev_programs\eclipse_3\310\eclipse\plugins\org.junit_3.8.1\junit.jar')
+    sys.stdout.write('%s\n' % Find('junit.framework.TestCase'))
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_log.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_log.py
new file mode 100644
index 0000000..7328d62
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_log.py
@@ -0,0 +1,24 @@
+import traceback
+import sys
+from io import StringIO
+
+
+class Log:
+
+    def __init__(self):
+        self._contents = []
+
+    def add_content(self, *content):
+        self._contents.append(' '.join(content))
+
+    def add_exception(self):
+        s = StringIO()
+        exc_info = sys.exc_info()
+        traceback.print_exception(exc_info[0], exc_info[1], exc_info[2], limit=None, file=s)
+        self._contents.append(s.getvalue())
+
+    def get_contents(self):
+        return '\n'.join(self._contents)
+
+    def clear_log(self):
+        del self._contents[:]
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_saved_modules.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_saved_modules.py
new file mode 100644
index 0000000..bcf5f9b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_saved_modules.py
@@ -0,0 +1,110 @@
+import sys
+import os
+
+
+def find_in_pythonpath(module_name):
+    # Check all the occurrences where we could match the given module/package in the PYTHONPATH.
+    #
+    # This is a simplistic approach, but probably covers most of the cases we're interested in
+    # (i.e.: this may fail in more elaborate cases of import customization or .zip imports, but
+    # this should be rare in general).
+    found_at = []
+
+    parts = module_name.split('.')  # split because we need to convert mod.name to mod/name
+    for path in sys.path:
+        target = os.path.join(path, *parts)
+        target_py = target + '.py'
+        if os.path.isdir(target):
+            found_at.append(target)
+        if os.path.exists(target_py):
+            found_at.append(target_py)
+    return found_at
+
+
+class DebuggerInitializationError(Exception):
+    pass
+
+
+class VerifyShadowedImport(object):
+
+    def __init__(self, import_name):
+        self.import_name = import_name
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        if exc_type is not None:
+            if exc_type == DebuggerInitializationError:
+                return False  # It's already an error we generated.
+
+            # We couldn't even import it...
+            found_at = find_in_pythonpath(self.import_name)
+
+            if len(found_at) <= 1:
+                # It wasn't found anywhere or there was just 1 occurrence.
+                # Let's just return to show the original error.
+                return False
+
+            # We found more than 1 occurrence of the same module in the PYTHONPATH
+            # (the user module and the standard library module).
+            # Let's notify the user as it seems that the module was shadowed.
+            msg = self._generate_shadowed_import_message(found_at)
+            raise DebuggerInitializationError(msg)
+
+    def _generate_shadowed_import_message(self, found_at):
+        msg = '''It was not possible to initialize the debugger due to a module name conflict.
+
+i.e.: the module "%(import_name)s" could not be imported because it is shadowed by:
+%(found_at)s
+Please rename this file/folder so that the original module from the standard library can be imported.''' % {
+    'import_name': self.import_name, 'found_at': found_at[0]}
+
+        return msg
+
+    def check(self, module, expected_attributes):
+        msg = ''
+        for expected_attribute in expected_attributes:
+            try:
+                getattr(module, expected_attribute)
+            except:
+                msg = self._generate_shadowed_import_message([module.__file__])
+                break
+
+        if msg:
+            raise DebuggerInitializationError(msg)
+
+
+with VerifyShadowedImport('threading') as verify_shadowed:
+    import threading;    verify_shadowed.check(threading, ['Thread', 'settrace', 'setprofile', 'Lock', 'RLock', 'current_thread'])
+
+with VerifyShadowedImport('time') as verify_shadowed:
+    import time;    verify_shadowed.check(time, ['sleep', 'time', 'mktime'])
+
+with VerifyShadowedImport('socket') as verify_shadowed:
+    import socket;    verify_shadowed.check(socket, ['socket', 'gethostname', 'getaddrinfo'])
+
+with VerifyShadowedImport('select') as verify_shadowed:
+    import select;    verify_shadowed.check(select, ['select'])
+
+with VerifyShadowedImport('code') as verify_shadowed:
+    import code as _code;    verify_shadowed.check(_code, ['compile_command', 'InteractiveInterpreter'])
+
+with VerifyShadowedImport('_thread') as verify_shadowed:
+    import _thread as thread;    verify_shadowed.check(thread, ['start_new_thread', 'start_new', 'allocate_lock'])
+
+with VerifyShadowedImport('queue') as verify_shadowed:
+    import queue as _queue;    verify_shadowed.check(_queue, ['Queue', 'LifoQueue', 'Empty', 'Full', 'deque'])
+
+with VerifyShadowedImport('xmlrpclib') as verify_shadowed:
+    import xmlrpc.client as xmlrpclib;    verify_shadowed.check(xmlrpclib, ['ServerProxy', 'Marshaller', 'Server'])
+
+with VerifyShadowedImport('xmlrpc.server') as verify_shadowed:
+    import xmlrpc.server as xmlrpcserver;    verify_shadowed.check(xmlrpcserver, ['SimpleXMLRPCServer'])
+
+with VerifyShadowedImport('http.server') as verify_shadowed:
+    import http.server as BaseHTTPServer;    verify_shadowed.check(BaseHTTPServer, ['BaseHTTPRequestHandler'])
+
+# If set, this is a version of the threading.enumerate that doesn't have the patching to remove the pydevd threads.
+# Note: as it can't be set during execution, don't import the name (import the module and access it through its name).
+pydevd_saved_threading_enumerate = None
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_sys_patch.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_sys_patch.py
new file mode 100644
index 0000000..f506750
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_sys_patch.py
@@ -0,0 +1,73 @@
+import sys
+
+
+def patch_sys_module():
+
+    def patched_exc_info(fun):
+
+        def pydev_debugger_exc_info():
+            type, value, traceback = fun()
+            if type == ImportError:
+                # we should not show frame added by plugin_import call
+                if traceback and hasattr(traceback, "tb_next"):
+                    return type, value, traceback.tb_next
+            return type, value, traceback
+
+        return pydev_debugger_exc_info
+
+    system_exc_info = sys.exc_info
+    sys.exc_info = patched_exc_info(system_exc_info)
+    if not hasattr(sys, "system_exc_info"):
+        sys.system_exc_info = system_exc_info
+
+
+def patched_reload(orig_reload):
+
+    def pydev_debugger_reload(module):
+        orig_reload(module)
+        if module.__name__ == "sys":
+            # if sys module was reloaded we should patch it again
+            patch_sys_module()
+
+    return pydev_debugger_reload
+
+
+def patch_reload():
+    import builtins  # Py3
+
+    if hasattr(builtins, "reload"):
+        sys.builtin_orig_reload = builtins.reload
+        builtins.reload = patched_reload(sys.builtin_orig_reload)  # @UndefinedVariable
+        try:
+            import imp
+            sys.imp_orig_reload = imp.reload
+            imp.reload = patched_reload(sys.imp_orig_reload)  # @UndefinedVariable
+        except:
+            pass
+    else:
+        try:
+            import importlib
+            sys.importlib_orig_reload = importlib.reload  # @UndefinedVariable
+            importlib.reload = patched_reload(sys.importlib_orig_reload)  # @UndefinedVariable
+        except:
+            pass
+
+    del builtins
+
+
+def cancel_patches_in_sys_module():
+    sys.exc_info = sys.system_exc_info  # @UndefinedVariable
+    import builtins  # Py3
+
+    if hasattr(sys, "builtin_orig_reload"):
+        builtins.reload = sys.builtin_orig_reload
+
+    if hasattr(sys, "imp_orig_reload"):
+        import imp
+        imp.reload = sys.imp_orig_reload
+
+    if hasattr(sys, "importlib_orig_reload"):
+        import importlib
+        importlib.reload = sys.importlib_orig_reload
+
+    del builtins
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_tipper_common.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_tipper_common.py
new file mode 100644
index 0000000..d97e95d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/_pydev_tipper_common.py
@@ -0,0 +1,52 @@
+import inspect
+import re
+
+
+def do_find(f, mod):
+    import linecache
+    if inspect.ismodule(mod):
+        return f, 0, 0
+
+    lines = linecache.getlines(f)
+
+    if inspect.isclass(mod):
+        name = mod.__name__
+        pat = re.compile(r'^\s*class\s*' + name + r'\b')
+        for i in range(len(lines)):
+            if pat.match(lines[i]):
+                return f, i, 0
+
+        return f, 0, 0
+
+    if inspect.ismethod(mod):
+        mod = mod.im_func
+
+    if inspect.isfunction(mod):
+        try:
+            mod = mod.func_code
+        except AttributeError:
+            mod = mod.__code__  # python 3k
+
+    if inspect.istraceback(mod):
+        mod = mod.tb_frame
+
+    if inspect.isframe(mod):
+        mod = mod.f_code
+
+    if inspect.iscode(mod):
+        if not hasattr(mod, 'co_filename'):
+            return None, 0, 0
+
+        if not hasattr(mod, 'co_firstlineno'):
+            return mod.co_filename, 0, 0
+
+        lnum = mod.co_firstlineno
+        pat = re.compile(r'^(\s*def\s)|(.*(?<!\w)lambda(:|\s))|^(\s*@)')
+        while lnum > 0:
+            if pat.match(lines[lnum]):
+                break
+            lnum -= 1
+
+        return f, lnum, 0
+
+    raise RuntimeError('Do not know about: ' + f + ' ' + str(mod))
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/fsnotify/__init__.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/fsnotify/__init__.py
new file mode 100644
index 0000000..fe6ed41
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/fsnotify/__init__.py
@@ -0,0 +1,353 @@
+'''
+Sample usage to track changes in a thread.
+
+    import threading
+    import time
+    watcher = fsnotify.Watcher()
+    watcher.accepted_file_extensions = {'.py', '.pyw'}
+
+    # Configure target values to compute throttling.
+    # Note: internal sleep times will be updated based on
+    # profiling the actual application runtime to match
+    # those values.
+
+    watcher.target_time_for_single_scan = 2.
+    watcher.target_time_for_notification = 4.
+
+    watcher.set_tracked_paths([target_dir])
+
+    def start_watching():  # Called from thread
+        for change_enum, change_path in watcher.iter_changes():
+            if change_enum == fsnotify.Change.added:
+                print('Added: ', change_path)
+            elif change_enum == fsnotify.Change.modified:
+                print('Modified: ', change_path)
+            elif change_enum == fsnotify.Change.deleted:
+                print('Deleted: ', change_path)
+
+    t = threading.Thread(target=start_watching)
+    t.daemon = True
+    t.start()
+
+    try:
+        ...
+    finally:
+        watcher.dispose()
+
+
+Note: changes are only reported for files (added/modified/deleted), not directories.
+'''
+import threading
+import sys
+from os.path import basename
+from _pydev_bundle import pydev_log
+from os import scandir
+
+try:
+    from enum import IntEnum
+except:
+
+    class IntEnum(object):
+        pass
+
+import time
+
+__author__ = 'Fabio Zadrozny'
+__email__ = 'fabiofz@gmail.com'
+__version__ = '0.1.5'  # Version here and in setup.py
+
+
+class Change(IntEnum):
+    added = 1
+    modified = 2
+    deleted = 3
+
+
+class _SingleVisitInfo(object):
+
+    def __init__(self):
+        self.count = 0
+        self.visited_dirs = set()
+        self.file_to_mtime = {}
+        self.last_sleep_time = time.time()
+
+
+class _PathWatcher(object):
+    '''
+    Helper to watch a single path.
+    '''
+
+    def __init__(self, root_path, accept_directory, accept_file, single_visit_info, max_recursion_level, sleep_time=.0):
+        '''
+        :type root_path: str
+        :type accept_directory: Callback[str, bool]
+        :type accept_file: Callback[str, bool]
+        :type max_recursion_level: int
+        :type sleep_time: float
+        '''
+        self.accept_directory = accept_directory
+        self.accept_file = accept_file
+        self._max_recursion_level = max_recursion_level
+
+        self._root_path = root_path
+
+        # Initial sleep value for throttling, it'll be auto-updated based on the
+        # Watcher.target_time_for_single_scan.
+        self.sleep_time = sleep_time
+
+        self.sleep_at_elapsed = 1. / 30.
+
+        # When created, do the initial snapshot right away!
+        old_file_to_mtime = {}
+        self._check(single_visit_info, lambda _change: None, old_file_to_mtime)
+
+    def __eq__(self, o):
+        if isinstance(o, _PathWatcher):
+            return self._root_path == o._root_path
+
+        return False
+
+    def __ne__(self, o):
+        return not self == o
+
+    def __hash__(self):
+        return hash(self._root_path)
+
+    def _check_dir(self, dir_path, single_visit_info, append_change, old_file_to_mtime, level):
+        # This is the actual poll loop
+        if dir_path in single_visit_info.visited_dirs or level > self._max_recursion_level:
+            return
+        single_visit_info.visited_dirs.add(dir_path)
+        try:
+            if isinstance(dir_path, bytes):
+                try:
+                    dir_path = dir_path.decode(sys.getfilesystemencoding())
+                except UnicodeDecodeError:
+                    try:
+                        dir_path = dir_path.decode('utf-8')
+                    except UnicodeDecodeError:
+                        return  # Ignore if we can't deal with the path.
+
+            new_files = single_visit_info.file_to_mtime
+
+            for entry in scandir(dir_path):
+                single_visit_info.count += 1
+
+                # Throttle if needed inside the loop
+                # to avoid consuming too much CPU.
+                if single_visit_info.count % 300 == 0:
+                    if self.sleep_time > 0:
+                        t = time.time()
+                        diff = t - single_visit_info.last_sleep_time
+                        if diff > self.sleep_at_elapsed:
+                            time.sleep(self.sleep_time)
+                            single_visit_info.last_sleep_time = time.time()
+
+                if entry.is_dir():
+                    if self.accept_directory(entry.path):
+                        self._check_dir(entry.path, single_visit_info, append_change, old_file_to_mtime, level + 1)
+
+                elif self.accept_file(entry.path):
+                    stat = entry.stat()
+                    mtime = (stat.st_mtime_ns, stat.st_size)
+                    path = entry.path
+                    new_files[path] = mtime
+
+                    old_mtime = old_file_to_mtime.pop(path, None)
+                    if not old_mtime:
+                        append_change((Change.added, path))
+                    elif old_mtime != mtime:
+                        append_change((Change.modified, path))
+
+        except OSError:
+            pass  # Directory was removed in the meanwhile.
+
+    def _check(self, single_visit_info, append_change, old_file_to_mtime):
+        self._check_dir(self._root_path, single_visit_info, append_change, old_file_to_mtime, 0)
+
+
+class Watcher(object):
+
+    # By default (if accept_directory is not specified), these will be the
+    # ignored directories.
+    ignored_dirs = {u'.git', u'__pycache__', u'.idea', u'node_modules', u'.metadata'}
+
+    # By default (if accept_file is not specified), these will be the
+    # accepted files.
+    accepted_file_extensions = ()
+
+    # Set to the target value for doing full scan of all files (adds a sleep inside the poll loop
+    # which processes files to reach the target time).
+    # Lower values will consume more CPU
+    # Set to 0.0 to have no sleeps (which will result in a higher cpu load).
+    target_time_for_single_scan = 2.0
+
+    # Set the target value from the start of one scan to the start of another scan (adds a
+    # sleep after a full poll is done to reach the target time).
+    # Lower values will consume more CPU.
+    # Set to 0.0 to have a new scan start right away without any sleeps.
+    target_time_for_notification = 4.0
+
+    # Set to True to print the time for a single poll through all the paths.
+    print_poll_time = False
+
+    # This is the maximum recursion level.
+    max_recursion_level = 10
+
+    def __init__(self, accept_directory=None, accept_file=None):
+        '''
+        :param Callable[str, bool] accept_directory:
+            Callable that returns whether a directory should be watched.
+            Note: if passed it'll override the `ignored_dirs`
+
+        :param Callable[str, bool] accept_file:
+            Callable that returns whether a file should be watched.
+            Note: if passed it'll override the `accepted_file_extensions`.
+        '''
+        self._path_watchers = set()
+        self._disposed = threading.Event()
+
+        if accept_directory is None:
+            accept_directory = lambda dir_path: basename(dir_path) not in self.ignored_dirs
+        if accept_file is None:
+            accept_file = lambda path_name: \
+                not self.accepted_file_extensions or path_name.endswith(self.accepted_file_extensions)
+        self.accept_file = accept_file
+        self.accept_directory = accept_directory
+        self._single_visit_info = _SingleVisitInfo()
+
+    @property
+    def accept_directory(self):
+        return self._accept_directory
+
+    @accept_directory.setter
+    def accept_directory(self, accept_directory):
+        self._accept_directory = accept_directory
+        for path_watcher in self._path_watchers:
+            path_watcher.accept_directory = accept_directory
+
+    @property
+    def accept_file(self):
+        return self._accept_file
+
+    @accept_file.setter
+    def accept_file(self, accept_file):
+        self._accept_file = accept_file
+        for path_watcher in self._path_watchers:
+            path_watcher.accept_file = accept_file
+
+    def dispose(self):
+        self._disposed.set()
+
+    @property
+    def path_watchers(self):
+        return tuple(self._path_watchers)
+
+    def set_tracked_paths(self, paths):
+        """
+        Note: always resets all path trackers to track the passed paths.
+        """
+        if not isinstance(paths, (list, tuple, set)):
+            paths = (paths,)
+
+        # Sort by the path len so that the bigger paths come first (so,
+        # if there's any nesting we want the nested paths to be visited
+        # before the parent paths so that the max_recursion_level is correct).
+        paths = sorted(set(paths), key=lambda path:-len(path))
+        path_watchers = set()
+
+        self._single_visit_info = _SingleVisitInfo()
+
+        initial_time = time.time()
+        for path in paths:
+            sleep_time = 0.  # When collecting the first time, sleep_time should be 0!
+            path_watcher = _PathWatcher(
+                path,
+                self.accept_directory,
+                self.accept_file,
+                self._single_visit_info,
+                max_recursion_level=self.max_recursion_level,
+                sleep_time=sleep_time,
+            )
+
+            path_watchers.add(path_watcher)
+
+        actual_time = (time.time() - initial_time)
+
+        pydev_log.debug('Tracking the following paths for changes: %s', paths)
+        pydev_log.debug('Time to track: %.2fs', actual_time)
+        pydev_log.debug('Folders found: %s', len(self._single_visit_info.visited_dirs))
+        pydev_log.debug('Files found: %s', len(self._single_visit_info.file_to_mtime))
+        self._path_watchers = path_watchers
+
+    def iter_changes(self):
+        '''
+        Continuously provides changes (until dispose() is called).
+
+        Changes provided are tuples with the Change enum and filesystem path.
+
+        :rtype: Iterable[Tuple[Change, str]]
+        '''
+        while not self._disposed.is_set():
+            initial_time = time.time()
+
+            old_visit_info = self._single_visit_info
+            old_file_to_mtime = old_visit_info.file_to_mtime
+            changes = []
+            append_change = changes.append
+
+            self._single_visit_info = single_visit_info = _SingleVisitInfo()
+            for path_watcher in self._path_watchers:
+                path_watcher._check(single_visit_info, append_change, old_file_to_mtime)
+
+            # Note that we pop entries while visiting, so, what remained is what's deleted.
+            for entry in old_file_to_mtime:
+                append_change((Change.deleted, entry))
+
+            for change in changes:
+                yield change
+
+            actual_time = (time.time() - initial_time)
+            if self.print_poll_time:
+                print('--- Total poll time: %.3fs' % actual_time)
+
+            if actual_time > 0:
+                if self.target_time_for_single_scan <= 0.0:
+                    for path_watcher in self._path_watchers:
+                        path_watcher.sleep_time = 0.0
+                else:
+                    perc = self.target_time_for_single_scan / actual_time
+
+                    # Prevent from changing the values too much (go slowly into the right
+                    # direction).
+                    # (to prevent from cases where the user puts the machine on sleep and
+                    # values become too skewed).
+                    if perc > 2.:
+                        perc = 2.
+                    elif perc < 0.5:
+                        perc = 0.5
+
+                    for path_watcher in self._path_watchers:
+                        if path_watcher.sleep_time <= 0.0:
+                            path_watcher.sleep_time = 0.001
+                        new_sleep_time = path_watcher.sleep_time * perc
+
+                        # Prevent from changing the values too much (go slowly into the right
+                        # direction).
+                        # (to prevent from cases where the user puts the machine on sleep and
+                        # values become too skewed).
+                        diff_sleep_time = new_sleep_time - path_watcher.sleep_time
+                        path_watcher.sleep_time += (diff_sleep_time / (3.0 * len(self._path_watchers)))
+
+                        if actual_time > 0:
+                            self._disposed.wait(actual_time)
+
+                        if path_watcher.sleep_time < 0.001:
+                            path_watcher.sleep_time = 0.001
+
+            # print('new sleep time: %s' % path_watcher.sleep_time)
+
+            diff = self.target_time_for_notification - actual_time
+            if diff > 0.:
+                self._disposed.wait(diff)
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/fsnotify/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/fsnotify/__pycache__/__init__.cpython-38.pyc
new file mode 100644
index 0000000..53d09b8
Binary files /dev/null and b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/fsnotify/__pycache__/__init__.cpython-38.pyc differ
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_console_utils.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_console_utils.py
new file mode 100644
index 0000000..5c87ac8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_console_utils.py
@@ -0,0 +1,639 @@
+import os
+import sys
+import traceback
+from _pydev_bundle.pydev_imports import xmlrpclib, _queue, Exec
+from  _pydev_bundle._pydev_calltip_util import get_description
+from _pydevd_bundle import pydevd_vars
+from _pydevd_bundle import pydevd_xml
+from _pydevd_bundle.pydevd_constants import (IS_JYTHON, NEXT_VALUE_SEPARATOR, get_global_debugger,
+    silence_warnings_decorator)
+from contextlib import contextmanager
+from _pydev_bundle import pydev_log
+from _pydevd_bundle.pydevd_utils import interrupt_main_thread
+
+from io import StringIO
+
+
+# =======================================================================================================================
+# BaseStdIn
+# =======================================================================================================================
+class BaseStdIn:
+
+    def __init__(self, original_stdin=sys.stdin, *args, **kwargs):
+        try:
+            self.encoding = sys.stdin.encoding
+        except:
+            # Not sure if it's available in all Python versions...
+            pass
+        self.original_stdin = original_stdin
+
+        try:
+            self.errors = sys.stdin.errors  # Who knew? sys streams have an errors attribute!
+        except:
+            # Not sure if it's available in all Python versions...
+            pass
+
+    def readline(self, *args, **kwargs):
+        # sys.stderr.write('Cannot readline out of the console evaluation\n') -- don't show anything
+        # This could happen if the user had done input('enter number).<-- upon entering this, that message would appear,
+        # which is not something we want.
+        return '\n'
+
+    def write(self, *args, **kwargs):
+        pass  # not available StdIn (but it can be expected to be in the stream interface)
+
+    def flush(self, *args, **kwargs):
+        pass  # not available StdIn (but it can be expected to be in the stream interface)
+
+    def read(self, *args, **kwargs):
+        # in the interactive interpreter, a read and a readline are the same.
+        return self.readline()
+
+    def close(self, *args, **kwargs):
+        pass  # expected in StdIn
+
+    def __iter__(self):
+        # BaseStdIn would not be considered as Iterable in Python 3 without explicit `__iter__` implementation
+        return self.original_stdin.__iter__()
+
+    def __getattr__(self, item):
+        # it's called if the attribute wasn't found
+        if hasattr(self.original_stdin, item):
+            return getattr(self.original_stdin, item)
+        raise AttributeError("%s has no attribute %s" % (self.original_stdin, item))
+
+
+# =======================================================================================================================
+# StdIn
+# =======================================================================================================================
+class StdIn(BaseStdIn):
+    '''
+        Object to be added to stdin (to emulate it as non-blocking while the next line arrives)
+    '''
+
+    def __init__(self, interpreter, host, client_port, original_stdin=sys.stdin):
+        BaseStdIn.__init__(self, original_stdin)
+        self.interpreter = interpreter
+        self.client_port = client_port
+        self.host = host
+
+    def readline(self, *args, **kwargs):
+        # Ok, callback into the client to get the new input
+        try:
+            server = xmlrpclib.Server('http://%s:%s' % (self.host, self.client_port))
+            requested_input = server.RequestInput()
+            if not requested_input:
+                return '\n'  # Yes, a readline must return something (otherwise we can get an EOFError on the input() call).
+            else:
+                # readline should end with '\n' (not doing so makes IPython 5 remove the last *valid* character).
+                requested_input += '\n'
+            return requested_input
+        except KeyboardInterrupt:
+            raise  # Let KeyboardInterrupt go through -- #PyDev-816: Interrupting infinite loop in the Interactive Console
+        except:
+            return '\n'
+
+    def close(self, *args, **kwargs):
+        pass  # expected in StdIn
+
+
+#=======================================================================================================================
+# DebugConsoleStdIn
+#=======================================================================================================================
+class DebugConsoleStdIn(BaseStdIn):
+    '''
+        Object to be added to stdin (to emulate it as non-blocking while the next line arrives)
+    '''
+
+    def __init__(self, py_db, original_stdin):
+        '''
+        :param py_db:
+            If None, get_global_debugger() is used.
+        '''
+        BaseStdIn.__init__(self, original_stdin)
+        self._py_db = py_db
+        self._in_notification = 0
+
+    def __send_input_requested_message(self, is_started):
+        try:
+            py_db = self._py_db
+            if py_db is None:
+                py_db = get_global_debugger()
+
+            if py_db is None:
+                return
+
+            cmd = py_db.cmd_factory.make_input_requested_message(is_started)
+            py_db.writer.add_command(cmd)
+        except Exception:
+            pydev_log.exception()
+
+    @contextmanager
+    def notify_input_requested(self):
+        self._in_notification += 1
+        if self._in_notification == 1:
+            self.__send_input_requested_message(True)
+        try:
+            yield
+        finally:
+            self._in_notification -= 1
+            if self._in_notification == 0:
+                self.__send_input_requested_message(False)
+
+    def readline(self, *args, **kwargs):
+        with self.notify_input_requested():
+            return self.original_stdin.readline(*args, **kwargs)
+
+    def read(self, *args, **kwargs):
+        with self.notify_input_requested():
+            return self.original_stdin.read(*args, **kwargs)
+
+
+class CodeFragment:
+
+    def __init__(self, text, is_single_line=True):
+        self.text = text
+        self.is_single_line = is_single_line
+
+    def append(self, code_fragment):
+        self.text = self.text + "\n" + code_fragment.text
+        if not code_fragment.is_single_line:
+            self.is_single_line = False
+
+
+# =======================================================================================================================
+# BaseInterpreterInterface
+# =======================================================================================================================
+class BaseInterpreterInterface:
+
+    def __init__(self, mainThread, connect_status_queue=None):
+        self.mainThread = mainThread
+        self.interruptable = False
+        self.exec_queue = _queue.Queue(0)
+        self.buffer = None
+        self.banner_shown = False
+        self.connect_status_queue = connect_status_queue
+        self.mpl_modules_for_patching = {}
+        self.init_mpl_modules_for_patching()
+
+    def build_banner(self):
+        return 'print({0})\n'.format(repr(self.get_greeting_msg()))
+
+    def get_greeting_msg(self):
+        return 'PyDev console: starting.\n'
+
+    def init_mpl_modules_for_patching(self):
+        from pydev_ipython.matplotlibtools import activate_matplotlib, activate_pylab, activate_pyplot
+        self.mpl_modules_for_patching = {
+            "matplotlib": lambda: activate_matplotlib(self.enableGui),
+            "matplotlib.pyplot": activate_pyplot,
+            "pylab": activate_pylab
+        }
+
+    def need_more_for_code(self, source):
+        # PyDev-502: PyDev 3.9 F2 doesn't support backslash continuations
+
+        # Strangely even the IPython console is_complete said it was complete
+        # even with a continuation char at the end.
+        if source.endswith('\\'):
+            return True
+
+        if hasattr(self.interpreter, 'is_complete'):
+            return not self.interpreter.is_complete(source)
+        try:
+            # At this point, it should always be single.
+            # If we don't do this, things as:
+            #
+            #     for i in range(10): print(i)
+            #
+            # (in a single line) don't work.
+            # Note that it won't give an error and code will be None (so, it'll
+            # use execMultipleLines in the next call in this case).
+            symbol = 'single'
+            code = self.interpreter.compile(source, '<input>', symbol)
+        except (OverflowError, SyntaxError, ValueError):
+            # Case 1
+            return False
+        if code is None:
+            # Case 2
+            return True
+
+        # Case 3
+        return False
+
+    def need_more(self, code_fragment):
+        if self.buffer is None:
+            self.buffer = code_fragment
+        else:
+            self.buffer.append(code_fragment)
+
+        return self.need_more_for_code(self.buffer.text)
+
+    def create_std_in(self, debugger=None, original_std_in=None):
+        if debugger is None:
+            return StdIn(self, self.host, self.client_port, original_stdin=original_std_in)
+        else:
+            return DebugConsoleStdIn(py_db=debugger, original_stdin=original_std_in)
+
+    def add_exec(self, code_fragment, debugger=None):
+        # In case sys.excepthook called, use original excepthook #PyDev-877: Debug console freezes with Python 3.5+
+        # (showtraceback does it on python 3.5 onwards)
+        sys.excepthook = sys.__excepthook__
+        try:
+            original_in = sys.stdin
+            try:
+                help = None
+                if 'pydoc' in sys.modules:
+                    pydoc = sys.modules['pydoc']  # Don't import it if it still is not there.
+
+                    if hasattr(pydoc, 'help'):
+                        # You never know how will the API be changed, so, let's code defensively here
+                        help = pydoc.help
+                        if not hasattr(help, 'input'):
+                            help = None
+            except:
+                # Just ignore any error here
+                pass
+
+            more = False
+            try:
+                sys.stdin = self.create_std_in(debugger, original_in)
+                try:
+                    if help is not None:
+                        # This will enable the help() function to work.
+                        try:
+                            try:
+                                help.input = sys.stdin
+                            except AttributeError:
+                                help._input = sys.stdin
+                        except:
+                            help = None
+                            if not self._input_error_printed:
+                                self._input_error_printed = True
+                                sys.stderr.write('\nError when trying to update pydoc.help.input\n')
+                                sys.stderr.write('(help() may not work -- please report this as a bug in the pydev bugtracker).\n\n')
+                                traceback.print_exc()
+
+                    try:
+                        self.start_exec()
+                        if hasattr(self, 'debugger'):
+                            self.debugger.enable_tracing()
+
+                        more = self.do_add_exec(code_fragment)
+
+                        if hasattr(self, 'debugger'):
+                            self.debugger.disable_tracing()
+
+                        self.finish_exec(more)
+                    finally:
+                        if help is not None:
+                            try:
+                                try:
+                                    help.input = original_in
+                                except AttributeError:
+                                    help._input = original_in
+                            except:
+                                pass
+
+                finally:
+                    sys.stdin = original_in
+            except SystemExit:
+                raise
+            except:
+                traceback.print_exc()
+        finally:
+            sys.__excepthook__ = sys.excepthook
+
+        return more
+
+    def do_add_exec(self, codeFragment):
+        '''
+        Subclasses should override.
+
+        @return: more (True if more input is needed to complete the statement and False if the statement is complete).
+        '''
+        raise NotImplementedError()
+
+    def get_namespace(self):
+        '''
+        Subclasses should override.
+
+        @return: dict with namespace.
+        '''
+        raise NotImplementedError()
+
+    def __resolve_reference__(self, text):
+        """
+
+        :type text: str
+        """
+        obj = None
+        if '.' not in text:
+            try:
+                obj = self.get_namespace()[text]
+            except KeyError:
+                pass
+
+            if obj is None:
+                try:
+                    obj = self.get_namespace()['__builtins__'][text]
+                except:
+                    pass
+
+            if obj is None:
+                try:
+                    obj = getattr(self.get_namespace()['__builtins__'], text, None)
+                except:
+                    pass
+
+        else:
+            try:
+                last_dot = text.rindex('.')
+                parent_context = text[0:last_dot]
+                res = pydevd_vars.eval_in_context(parent_context, self.get_namespace(), self.get_namespace())
+                obj = getattr(res, text[last_dot + 1:])
+            except:
+                pass
+        return obj
+
+    def getDescription(self, text):
+        try:
+            obj = self.__resolve_reference__(text)
+            if obj is None:
+                return ''
+            return get_description(obj)
+        except:
+            return ''
+
+    def do_exec_code(self, code, is_single_line):
+        try:
+            code_fragment = CodeFragment(code, is_single_line)
+            more = self.need_more(code_fragment)
+            if not more:
+                code_fragment = self.buffer
+                self.buffer = None
+                self.exec_queue.put(code_fragment)
+
+            return more
+        except:
+            traceback.print_exc()
+            return False
+
+    def execLine(self, line):
+        return self.do_exec_code(line, True)
+
+    def execMultipleLines(self, lines):
+        if IS_JYTHON:
+            more = False
+            for line in lines.split('\n'):
+                more = self.do_exec_code(line, True)
+            return more
+        else:
+            return self.do_exec_code(lines, False)
+
+    def interrupt(self):
+        self.buffer = None  # Also clear the buffer when it's interrupted.
+        try:
+            if self.interruptable:
+                # Fix for #PyDev-500: Console interrupt can't interrupt on sleep
+                interrupt_main_thread(self.mainThread)
+
+            self.finish_exec(False)
+            return True
+        except:
+            traceback.print_exc()
+            return False
+
+    def close(self):
+        sys.exit(0)
+
+    def start_exec(self):
+        self.interruptable = True
+
+    def get_server(self):
+        if getattr(self, 'host', None) is not None:
+            return xmlrpclib.Server('http://%s:%s' % (self.host, self.client_port))
+        else:
+            return None
+
+    server = property(get_server)
+
+    def ShowConsole(self):
+        server = self.get_server()
+        if server is not None:
+            server.ShowConsole()
+
+    def finish_exec(self, more):
+        self.interruptable = False
+
+        server = self.get_server()
+
+        if server is not None:
+            return server.NotifyFinished(more)
+        else:
+            return True
+
+    def getFrame(self):
+        xml = StringIO()
+        hidden_ns = self.get_ipython_hidden_vars_dict()
+        xml.write("<xml>")
+        xml.write(pydevd_xml.frame_vars_to_xml(self.get_namespace(), hidden_ns))
+        xml.write("</xml>")
+
+        return xml.getvalue()
+
+    @silence_warnings_decorator
+    def getVariable(self, attributes):
+        xml = StringIO()
+        xml.write("<xml>")
+        val_dict = pydevd_vars.resolve_compound_var_object_fields(self.get_namespace(), attributes)
+        if val_dict is None:
+            val_dict = {}
+
+        for k, val in val_dict.items():
+            val = val_dict[k]
+            evaluate_full_value = pydevd_xml.should_evaluate_full_value(val)
+            xml.write(pydevd_vars.var_to_xml(val, k, evaluate_full_value=evaluate_full_value))
+
+        xml.write("</xml>")
+
+        return xml.getvalue()
+
+    def getArray(self, attr, roffset, coffset, rows, cols, format):
+        name = attr.split("\t")[-1]
+        array = pydevd_vars.eval_in_context(name, self.get_namespace(), self.get_namespace())
+        return pydevd_vars.table_like_struct_to_xml(array, name, roffset, coffset, rows, cols, format)
+
+    def evaluate(self, expression):
+        xml = StringIO()
+        xml.write("<xml>")
+        result = pydevd_vars.eval_in_context(expression, self.get_namespace(), self.get_namespace())
+        xml.write(pydevd_vars.var_to_xml(result, expression))
+        xml.write("</xml>")
+        return xml.getvalue()
+
+    @silence_warnings_decorator
+    def loadFullValue(self, seq, scope_attrs):
+        """
+        Evaluate full value for async Console variables in a separate thread and send results to IDE side
+        :param seq: id of command
+        :param scope_attrs: a sequence of variables with their attributes separated by NEXT_VALUE_SEPARATOR
+        (i.e.: obj\tattr1\tattr2NEXT_VALUE_SEPARATORobj2\attr1\tattr2)
+        :return:
+        """
+        frame_variables = self.get_namespace()
+        var_objects = []
+        vars = scope_attrs.split(NEXT_VALUE_SEPARATOR)
+        for var_attrs in vars:
+            if '\t' in var_attrs:
+                name, attrs = var_attrs.split('\t', 1)
+
+            else:
+                name = var_attrs
+                attrs = None
+            if name in frame_variables:
+                var_object = pydevd_vars.resolve_var_object(frame_variables[name], attrs)
+                var_objects.append((var_object, name))
+            else:
+                var_object = pydevd_vars.eval_in_context(name, frame_variables, frame_variables)
+                var_objects.append((var_object, name))
+
+        from _pydevd_bundle.pydevd_comm import GetValueAsyncThreadConsole
+        py_db = getattr(self, 'debugger', None)
+
+        if py_db is None:
+            py_db = get_global_debugger()
+
+        if py_db is None:
+            from pydevd import PyDB
+            py_db = PyDB()
+
+        t = GetValueAsyncThreadConsole(py_db, self.get_server(), seq, var_objects)
+        t.start()
+
+    def changeVariable(self, attr, value):
+
+        def do_change_variable():
+            Exec('%s=%s' % (attr, value), self.get_namespace(), self.get_namespace())
+
+        # Important: it has to be really enabled in the main thread, so, schedule
+        # it to run in the main thread.
+        self.exec_queue.put(do_change_variable)
+
+    def connectToDebugger(self, debuggerPort, debugger_options=None):
+        '''
+        Used to show console with variables connection.
+        Mainly, monkey-patches things in the debugger structure so that the debugger protocol works.
+        '''
+
+        if debugger_options is None:
+            debugger_options = {}
+        env_key = "PYDEVD_EXTRA_ENVS"
+        if env_key in debugger_options:
+            for (env_name, value) in debugger_options[env_key].items():
+                existing_value = os.environ.get(env_name, None)
+                if existing_value:
+                    os.environ[env_name] = "%s%c%s" % (existing_value, os.path.pathsep, value)
+                else:
+                    os.environ[env_name] = value
+                if env_name == "PYTHONPATH":
+                    sys.path.append(value)
+
+            del debugger_options[env_key]
+
+        def do_connect_to_debugger():
+            try:
+                # Try to import the packages needed to attach the debugger
+                import pydevd
+                from _pydev_bundle._pydev_saved_modules import threading
+            except:
+                # This happens on Jython embedded in host eclipse
+                traceback.print_exc()
+                sys.stderr.write('pydevd is not available, cannot connect\n')
+
+            from _pydevd_bundle.pydevd_constants import set_thread_id
+            from _pydev_bundle import pydev_localhost
+            set_thread_id(threading.current_thread(), "console_main")
+
+            VIRTUAL_FRAME_ID = "1"  # matches PyStackFrameConsole.java
+            VIRTUAL_CONSOLE_ID = "console_main"  # matches PyThreadConsole.java
+            f = FakeFrame()
+            f.f_back = None
+            f.f_globals = {}  # As globals=locals here, let's simply let it empty (and save a bit of network traffic).
+            f.f_locals = self.get_namespace()
+
+            self.debugger = pydevd.PyDB()
+            self.debugger.add_fake_frame(thread_id=VIRTUAL_CONSOLE_ID, frame_id=VIRTUAL_FRAME_ID, frame=f)
+            try:
+                pydevd.apply_debugger_options(debugger_options)
+                self.debugger.connect(pydev_localhost.get_localhost(), debuggerPort)
+                self.debugger.prepare_to_run()
+                self.debugger.disable_tracing()
+            except:
+                traceback.print_exc()
+                sys.stderr.write('Failed to connect to target debugger.\n')
+
+            # Register to process commands when idle
+            self.debugrunning = False
+            try:
+                import pydevconsole
+                pydevconsole.set_debug_hook(self.debugger.process_internal_commands)
+            except:
+                traceback.print_exc()
+                sys.stderr.write('Version of Python does not support debuggable Interactive Console.\n')
+
+        # Important: it has to be really enabled in the main thread, so, schedule
+        # it to run in the main thread.
+        self.exec_queue.put(do_connect_to_debugger)
+
+        return ('connect complete',)
+
+    def handshake(self):
+        if self.connect_status_queue is not None:
+            self.connect_status_queue.put(True)
+        return "PyCharm"
+
+    def get_connect_status_queue(self):
+        return self.connect_status_queue
+
+    def hello(self, input_str):
+        # Don't care what the input string is
+        return ("Hello eclipse",)
+
+    def enableGui(self, guiname):
+        ''' Enable the GUI specified in guiname (see inputhook for list).
+            As with IPython, enabling multiple GUIs isn't an error, but
+            only the last one's main loop runs and it may not work
+        '''
+
+        def do_enable_gui():
+            from _pydev_bundle.pydev_versioncheck import versionok_for_gui
+            if versionok_for_gui():
+                try:
+                    from pydev_ipython.inputhook import enable_gui
+                    enable_gui(guiname)
+                except:
+                    sys.stderr.write("Failed to enable GUI event loop integration for '%s'\n" % guiname)
+                    traceback.print_exc()
+            elif guiname not in ['none', '', None]:
+                # Only print a warning if the guiname was going to do something
+                sys.stderr.write("PyDev console: Python version does not support GUI event loop integration for '%s'\n" % guiname)
+            # Return value does not matter, so return back what was sent
+            return guiname
+
+        # Important: it has to be really enabled in the main thread, so, schedule
+        # it to run in the main thread.
+        self.exec_queue.put(do_enable_gui)
+
+    def get_ipython_hidden_vars_dict(self):
+        return None
+
+
+# =======================================================================================================================
+# FakeFrame
+# =======================================================================================================================
+class FakeFrame:
+    '''
+    Used to show console with variables connection.
+    A class to be used as a mock of a frame.
+    '''
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_import_hook.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_import_hook.py
new file mode 100644
index 0000000..519d8d7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_import_hook.py
@@ -0,0 +1,40 @@
+
+import sys
+import traceback
+from types import ModuleType
+from _pydevd_bundle.pydevd_constants import DebugInfoHolder
+
+import builtins
+
+
+class ImportHookManager(ModuleType):
+
+    def __init__(self, name, system_import):
+        ModuleType.__init__(self, name)
+        self._system_import = system_import
+        self._modules_to_patch = {}
+
+    def add_module_name(self, module_name, activate_function):
+        self._modules_to_patch[module_name] = activate_function
+
+    def do_import(self, name, *args, **kwargs):
+        module = self._system_import(name, *args, **kwargs)
+        try:
+            activate_func = self._modules_to_patch.pop(name, None)
+            if activate_func:
+                activate_func()  # call activate function
+        except:
+            if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 2:
+                traceback.print_exc()
+
+        # Restore normal system importer to reduce performance impact
+        # of calling this method every time an import statement is invoked
+        if not self._modules_to_patch:
+            builtins.__import__ = self._system_import
+
+        return module
+
+
+import_hook_manager = ImportHookManager(__name__ + '.import_hook', builtins.__import__)
+builtins.__import__ = import_hook_manager.do_import
+sys.modules[import_hook_manager.__name__] = import_hook_manager
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_imports.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_imports.py
new file mode 100644
index 0000000..edc2429
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_imports.py
@@ -0,0 +1,13 @@
+from _pydev_bundle._pydev_saved_modules import xmlrpclib
+from _pydev_bundle._pydev_saved_modules import xmlrpcserver
+
+SimpleXMLRPCServer = xmlrpcserver.SimpleXMLRPCServer
+
+from _pydev_bundle._pydev_execfile import execfile
+
+from _pydev_bundle._pydev_saved_modules import _queue
+
+from _pydevd_bundle.pydevd_exec2 import Exec
+
+from urllib.parse import quote, quote_plus, unquote_plus  # @UnresolvedImport
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_ipython_console.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_ipython_console.py
new file mode 100644
index 0000000..a1221f9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_ipython_console.py
@@ -0,0 +1,97 @@
+import sys
+from _pydev_bundle.pydev_console_utils import BaseInterpreterInterface
+
+import traceback
+
+# Uncomment to force PyDev standard shell.
+# raise ImportError()
+
+from _pydev_bundle.pydev_ipython_console_011 import get_pydev_frontend
+
+
+#=======================================================================================================================
+# InterpreterInterface
+#=======================================================================================================================
+class InterpreterInterface(BaseInterpreterInterface):
+    '''
+        The methods in this class should be registered in the xml-rpc server.
+    '''
+
+    def __init__(self, host, client_port, main_thread, show_banner=True, connect_status_queue=None):
+        BaseInterpreterInterface.__init__(self, main_thread, connect_status_queue)
+        self.client_port = client_port
+        self.host = host
+        self.interpreter = get_pydev_frontend(host, client_port)
+        self._input_error_printed = False
+        self.notification_succeeded = False
+        self.notification_tries = 0
+        self.notification_max_tries = 3
+        self.show_banner = show_banner
+
+        self.notify_about_magic()
+
+    def get_greeting_msg(self):
+        if self.show_banner:
+            self.interpreter.show_banner()
+        return self.interpreter.get_greeting_msg()
+
+    def do_add_exec(self, code_fragment):
+        self.notify_about_magic()
+        if code_fragment.text.rstrip().endswith('??'):
+            print('IPython-->')
+        try:
+            res = bool(self.interpreter.add_exec(code_fragment.text))
+        finally:
+            if code_fragment.text.rstrip().endswith('??'):
+                print('<--IPython')
+
+        return res
+
+    def get_namespace(self):
+        return self.interpreter.get_namespace()
+
+    def getCompletions(self, text, act_tok):
+        return self.interpreter.getCompletions(text, act_tok)
+
+    def close(self):
+        sys.exit(0)
+
+    def notify_about_magic(self):
+        if not self.notification_succeeded:
+            self.notification_tries += 1
+            if self.notification_tries > self.notification_max_tries:
+                return
+            completions = self.getCompletions("%", "%")
+            magic_commands = [x[0] for x in completions]
+
+            server = self.get_server()
+
+            if server is not None:
+                try:
+                    server.NotifyAboutMagic(magic_commands, self.interpreter.is_automagic())
+                    self.notification_succeeded = True
+                except:
+                    self.notification_succeeded = False
+
+    def get_ipython_hidden_vars_dict(self):
+        try:
+            if hasattr(self.interpreter, 'ipython') and hasattr(self.interpreter.ipython, 'user_ns_hidden'):
+                user_ns_hidden = self.interpreter.ipython.user_ns_hidden
+                if isinstance(user_ns_hidden, dict):
+                    # Since IPython 2 dict `user_ns_hidden` contains hidden variables and values
+                    user_hidden_dict = user_ns_hidden.copy()
+                else:
+                    # In IPython 1.x `user_ns_hidden` used to be a set with names of hidden variables
+                    user_hidden_dict = dict([(key, val) for key, val in self.interpreter.ipython.user_ns.items()
+                                             if key in user_ns_hidden])
+
+                # while `_`, `__` and `___` were not initialized, they are not presented in `user_ns_hidden`
+                user_hidden_dict.setdefault('_', '')
+                user_hidden_dict.setdefault('__', '')
+                user_hidden_dict.setdefault('___', '')
+
+                return user_hidden_dict
+        except:
+            # Getting IPython variables shouldn't break loading frame variables
+            traceback.print_exc()
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_ipython_console_011.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_ipython_console_011.py
new file mode 100644
index 0000000..eaf4738
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_ipython_console_011.py
@@ -0,0 +1,516 @@
+# TODO that would make IPython integration better
+# - show output other times then when enter was pressed
+# - support proper exit to allow IPython to cleanup (e.g. temp files created with %edit)
+# - support Ctrl-D (Ctrl-Z on Windows)
+# - use IPython (numbered) prompts in PyDev
+# - better integration of IPython and PyDev completions
+# - some of the semantics on handling the code completion are not correct:
+#   eg: Start a line with % and then type c should give %cd as a completion by it doesn't
+#       however type %c and request completions and %cd is given as an option
+#   eg: Completing a magic when user typed it without the leading % causes the % to be inserted
+#       to the left of what should be the first colon.
+"""Interface to TerminalInteractiveShell for PyDev Interactive Console frontend
+   for IPython 0.11 to 1.0+.
+"""
+
+from __future__ import print_function
+
+import os
+import sys
+import codeop
+import traceback
+
+from IPython.core.error import UsageError
+from IPython.core.completer import IPCompleter
+from IPython.core.interactiveshell import InteractiveShell, InteractiveShellABC
+from IPython.core.usage import default_banner_parts
+from IPython.utils.strdispatch import StrDispatch
+import IPython.core.release as IPythonRelease
+from IPython.terminal.interactiveshell import TerminalInteractiveShell
+try:
+    from traitlets import CBool, Unicode
+except ImportError:
+    from IPython.utils.traitlets import CBool, Unicode
+from IPython.core import release
+
+from _pydev_bundle.pydev_imports import xmlrpclib
+
+default_pydev_banner_parts = default_banner_parts
+
+default_pydev_banner = ''.join(default_pydev_banner_parts)
+
+
+def show_in_pager(self, strng, *args, **kwargs):
+    """ Run a string through pager """
+    # On PyDev we just output the string, there are scroll bars in the console
+    # to handle "paging". This is the same behaviour as when TERM==dump (see
+    # page.py)
+    # for compatibility with mime-bundle form:
+    if isinstance(strng, dict):
+        strng = strng.get('text/plain', strng)
+    print(strng)
+
+
+def create_editor_hook(pydev_host, pydev_client_port):
+
+    def call_editor(filename, line=0, wait=True):
+        """ Open an editor in PyDev """
+        if line is None:
+            line = 0
+
+        # Make sure to send an absolution path because unlike most editor hooks
+        # we don't launch a process. This is more like what happens in the zmqshell
+        filename = os.path.abspath(filename)
+
+        # import sys
+        # sys.__stderr__.write('Calling editor at: %s:%s\n' % (pydev_host, pydev_client_port))
+
+        # Tell PyDev to open the editor
+        server = xmlrpclib.Server('http://%s:%s' % (pydev_host, pydev_client_port))
+        server.IPythonEditor(filename, str(line))
+
+        if wait:
+            input("Press Enter when done editing:")
+
+    return call_editor
+
+
+class PyDevIPCompleter(IPCompleter):
+
+    def __init__(self, *args, **kwargs):
+        """ Create a Completer that reuses the advanced completion support of PyDev
+            in addition to the completion support provided by IPython """
+        IPCompleter.__init__(self, *args, **kwargs)
+        # Use PyDev for python matches, see getCompletions below
+        if self.python_matches in self.matchers:
+            # `self.python_matches` matches attributes or global python names
+            self.matchers.remove(self.python_matches)
+
+
+class PyDevIPCompleter6(IPCompleter):
+
+    def __init__(self, *args, **kwargs):
+        """ Create a Completer that reuses the advanced completion support of PyDev
+            in addition to the completion support provided by IPython """
+        IPCompleter.__init__(self, *args, **kwargs)
+
+    @property
+    def matchers(self):
+        """All active matcher routines for completion"""
+        # To remove python_matches we now have to override it as it's now a property in the superclass.
+        return [
+            self.file_matches,
+            self.magic_matches,
+            self.python_func_kw_matches,
+            self.dict_key_matches,
+        ]
+
+    @matchers.setter
+    def matchers(self, value):
+        # To stop the init in IPCompleter raising an AttributeError we now have to specify a setter as it's now a property in the superclass.
+        return
+
+
+class PyDevTerminalInteractiveShell(TerminalInteractiveShell):
+    banner1 = Unicode(default_pydev_banner, config=True,
+        help="""The part of the banner to be printed before the profile"""
+    )
+
+    # TODO term_title: (can PyDev's title be changed???, see terminal.py for where to inject code, in particular set_term_title as used by %cd)
+    # for now, just disable term_title
+    term_title = CBool(False)
+
+    # Note in version 0.11 there is no guard in the IPython code about displaying a
+    # warning, so with 0.11 you get:
+    #  WARNING: Readline services not available or not loaded.
+    #  WARNING: The auto-indent feature requires the readline library
+    # Disable readline, readline type code is all handled by PyDev (on Java side)
+    readline_use = CBool(False)
+    # autoindent has no meaning in PyDev (PyDev always handles that on the Java side),
+    # and attempting to enable it will print a warning in the absence of readline.
+    autoindent = CBool(False)
+    # Force console to not give warning about color scheme choice and default to NoColor.
+    # TODO It would be nice to enable colors in PyDev but:
+    # - The PyDev Console (Eclipse Console) does not support the full range of colors, so the
+    #   effect isn't as nice anyway at the command line
+    # - If done, the color scheme should default to LightBG, but actually be dependent on
+    #   any settings the user has (such as if a dark theme is in use, then Linux is probably
+    #   a better theme).
+    colors_force = CBool(True)
+    colors = Unicode("NoColor")
+    # Since IPython 5 the terminal interface is not compatible with Emacs `inferior-shell` and
+    # the `simple_prompt` flag is needed
+    simple_prompt = CBool(True)
+
+    # In the PyDev Console, GUI control is done via hookable XML-RPC server
+    @staticmethod
+    def enable_gui(gui=None, app=None):
+        """Switch amongst GUI input hooks by name.
+        """
+        # Deferred import
+        from pydev_ipython.inputhook import enable_gui as real_enable_gui
+        try:
+            return real_enable_gui(gui, app)
+        except ValueError as e:
+            raise UsageError("%s" % e)
+
+    #-------------------------------------------------------------------------
+    # Things related to hooks
+    #-------------------------------------------------------------------------
+
+    def init_history(self):
+        # Disable history so that we don't have an additional thread for that
+        # (and we don't use the history anyways).
+        self.config.HistoryManager.enabled = False
+        super(PyDevTerminalInteractiveShell, self).init_history()
+
+    def init_hooks(self):
+        super(PyDevTerminalInteractiveShell, self).init_hooks()
+        self.set_hook('show_in_pager', show_in_pager)
+
+    #-------------------------------------------------------------------------
+    # Things related to exceptions
+    #-------------------------------------------------------------------------
+
+    def showtraceback(self, exc_tuple=None, *args, **kwargs):
+        # IPython does a lot of clever stuff with Exceptions. However mostly
+        # it is related to IPython running in a terminal instead of an IDE.
+        # (e.g. it prints out snippets of code around the stack trace)
+        # PyDev does a lot of clever stuff too, so leave exception handling
+        # with default print_exc that PyDev can parse and do its clever stuff
+        # with (e.g. it puts links back to the original source code)
+        try:
+            if exc_tuple is None:
+                etype, value, tb = sys.exc_info()
+            else:
+                etype, value, tb = exc_tuple
+        except ValueError:
+            return
+
+        if tb is not None:
+            traceback.print_exception(etype, value, tb)
+
+    #-------------------------------------------------------------------------
+    # Things related to text completion
+    #-------------------------------------------------------------------------
+
+    # The way to construct an IPCompleter changed in most versions,
+    # so we have a custom, per version implementation of the construction
+
+    def _new_completer_100(self):
+        completer = PyDevIPCompleter(shell=self,
+                             namespace=self.user_ns,
+                             global_namespace=self.user_global_ns,
+                             alias_table=self.alias_manager.alias_table,
+                             use_readline=self.has_readline,
+                             parent=self,
+                             )
+        return completer
+
+    def _new_completer_234(self):
+        # correct for IPython versions 2.x, 3.x, 4.x
+        completer = PyDevIPCompleter(shell=self,
+                             namespace=self.user_ns,
+                             global_namespace=self.user_global_ns,
+                             use_readline=self.has_readline,
+                             parent=self,
+                             )
+        return completer
+
+    def _new_completer_500(self):
+        completer = PyDevIPCompleter(shell=self,
+                                     namespace=self.user_ns,
+                                     global_namespace=self.user_global_ns,
+                                     use_readline=False,
+                                     parent=self
+                                     )
+        return completer
+
+    def _new_completer_600(self):
+        completer = PyDevIPCompleter6(shell=self,
+                                     namespace=self.user_ns,
+                                     global_namespace=self.user_global_ns,
+                                     use_readline=False,
+                                     parent=self
+                                     )
+        return completer
+
+    def add_completer_hooks(self):
+        from IPython.core.completerlib import module_completer, magic_run_completer, cd_completer
+        try:
+            from IPython.core.completerlib import reset_completer
+        except ImportError:
+            # reset_completer was added for rel-0.13
+            reset_completer = None
+        self.configurables.append(self.Completer)
+
+        # Add custom completers to the basic ones built into IPCompleter
+        sdisp = self.strdispatchers.get('complete_command', StrDispatch())
+        self.strdispatchers['complete_command'] = sdisp
+        self.Completer.custom_completers = sdisp
+
+        self.set_hook('complete_command', module_completer, str_key='import')
+        self.set_hook('complete_command', module_completer, str_key='from')
+        self.set_hook('complete_command', magic_run_completer, str_key='%run')
+        self.set_hook('complete_command', cd_completer, str_key='%cd')
+        if reset_completer:
+            self.set_hook('complete_command', reset_completer, str_key='%reset')
+
+    def init_completer(self):
+        """Initialize the completion machinery.
+
+        This creates a completer that provides the completions that are
+        IPython specific. We use this to supplement PyDev's core code
+        completions.
+        """
+        # PyDev uses its own completer and custom hooks so that it uses
+        # most completions from PyDev's core completer which provides
+        # extra information.
+        # See getCompletions for where the two sets of results are merged
+
+        if IPythonRelease._version_major >= 6:
+            self.Completer = self._new_completer_600()
+        elif IPythonRelease._version_major >= 5:
+            self.Completer = self._new_completer_500()
+        elif IPythonRelease._version_major >= 2:
+            self.Completer = self._new_completer_234()
+        elif IPythonRelease._version_major >= 1:
+            self.Completer = self._new_completer_100()
+
+        if hasattr(self.Completer, 'use_jedi'):
+            self.Completer.use_jedi = False
+
+        self.add_completer_hooks()
+
+        if IPythonRelease._version_major <= 3:
+            # Only configure readline if we truly are using readline.  IPython can
+            # do tab-completion over the network, in GUIs, etc, where readline
+            # itself may be absent
+            if self.has_readline:
+                self.set_readline_completer()
+
+    #-------------------------------------------------------------------------
+    # Things related to aliases
+    #-------------------------------------------------------------------------
+
+    def init_alias(self):
+        # InteractiveShell defines alias's we want, but TerminalInteractiveShell defines
+        # ones we don't. So don't use super and instead go right to InteractiveShell
+        InteractiveShell.init_alias(self)
+
+    #-------------------------------------------------------------------------
+    # Things related to exiting
+    #-------------------------------------------------------------------------
+    def ask_exit(self):
+        """ Ask the shell to exit. Can be overiden and used as a callback. """
+        # TODO PyDev's console does not have support from the Python side to exit
+        # the console. If user forces the exit (with sys.exit()) then the console
+        # simply reports errors. e.g.:
+        # >>> import sys
+        # >>> sys.exit()
+        # Failed to create input stream: Connection refused
+        # >>>
+        # Console already exited with value: 0 while waiting for an answer.
+        # Error stream:
+        # Output stream:
+        # >>>
+        #
+        # Alternatively if you use the non-IPython shell this is what happens
+        # >>> exit()
+        # <type 'exceptions.SystemExit'>:None
+        # >>>
+        # <type 'exceptions.SystemExit'>:None
+        # >>>
+        #
+        super(PyDevTerminalInteractiveShell, self).ask_exit()
+        print('To exit the PyDev Console, terminate the console within IDE.')
+
+    #-------------------------------------------------------------------------
+    # Things related to magics
+    #-------------------------------------------------------------------------
+
+    def init_magics(self):
+        super(PyDevTerminalInteractiveShell, self).init_magics()
+        # TODO Any additional magics for PyDev?
+
+
+InteractiveShellABC.register(PyDevTerminalInteractiveShell)  # @UndefinedVariable
+
+
+#=======================================================================================================================
+# _PyDevFrontEnd
+#=======================================================================================================================
+class _PyDevFrontEnd:
+
+    version = release.__version__
+
+    def __init__(self):
+        # Create and initialize our IPython instance.
+        if hasattr(PyDevTerminalInteractiveShell, '_instance') and PyDevTerminalInteractiveShell._instance is not None:
+            self.ipython = PyDevTerminalInteractiveShell._instance
+        else:
+            self.ipython = PyDevTerminalInteractiveShell.instance()
+
+        self._curr_exec_line = 0
+        self._curr_exec_lines = []
+
+    def show_banner(self):
+        self.ipython.show_banner()
+
+    def update(self, globals, locals):
+        ns = self.ipython.user_ns
+
+        for key, value in list(ns.items()):
+            if key not in locals:
+                locals[key] = value
+
+        self.ipython.user_global_ns.clear()
+        self.ipython.user_global_ns.update(globals)
+        self.ipython.user_ns = locals
+
+        if hasattr(self.ipython, 'history_manager') and hasattr(self.ipython.history_manager, 'save_thread'):
+            self.ipython.history_manager.save_thread.pydev_do_not_trace = True  # don't trace ipython history saving thread
+
+    def complete(self, string):
+        try:
+            if string:
+                return self.ipython.complete(None, line=string, cursor_pos=string.__len__())
+            else:
+                return self.ipython.complete(string, string, 0)
+        except:
+            # Silence completer exceptions
+            pass
+
+    def is_complete(self, string):
+        # Based on IPython 0.10.1
+
+        if string in ('', '\n'):
+            # Prefiltering, eg through ipython0, may return an empty
+            # string although some operations have been accomplished. We
+            # thus want to consider an empty string as a complete
+            # statement.
+            return True
+        else:
+            try:
+                # Add line returns here, to make sure that the statement is
+                # complete (except if '\' was used).
+                # This should probably be done in a different place (like
+                # maybe 'prefilter_input' method? For now, this works.
+                clean_string = string.rstrip('\n')
+                if not clean_string.endswith('\\'):
+                    clean_string += '\n\n'
+
+                is_complete = codeop.compile_command(
+                    clean_string,
+                    "<string>",
+                    "exec"
+                )
+            except Exception:
+                # XXX: Hack: return True so that the
+                # code gets executed and the error captured.
+                is_complete = True
+            return is_complete
+
+    def getCompletions(self, text, act_tok):
+        # Get completions from IPython and from PyDev and merge the results
+        # IPython only gives context free list of completions, while PyDev
+        # gives detailed information about completions.
+        try:
+            TYPE_IPYTHON = '11'
+            TYPE_IPYTHON_MAGIC = '12'
+            _line, ipython_completions = self.complete(text)
+
+            from _pydev_bundle._pydev_completer import Completer
+            completer = Completer(self.get_namespace(), None)
+            ret = completer.complete(act_tok)
+            append = ret.append
+            ip = self.ipython
+            pydev_completions = set([f[0] for f in ret])
+            for ipython_completion in ipython_completions:
+
+                # PyCharm was not expecting completions with '%'...
+                # Could be fixed in the backend, but it's probably better
+                # fixing it at PyCharm.
+                # if ipython_completion.startswith('%'):
+                #    ipython_completion = ipython_completion[1:]
+
+                if ipython_completion not in pydev_completions:
+                    pydev_completions.add(ipython_completion)
+                    inf = ip.object_inspect(ipython_completion)
+                    if inf['type_name'] == 'Magic function':
+                        pydev_type = TYPE_IPYTHON_MAGIC
+                    else:
+                        pydev_type = TYPE_IPYTHON
+                    pydev_doc = inf['docstring']
+                    if pydev_doc is None:
+                        pydev_doc = ''
+                    append((ipython_completion, pydev_doc, '', pydev_type))
+            return ret
+        except:
+            import traceback;traceback.print_exc()
+            return []
+
+    def get_namespace(self):
+        return self.ipython.user_ns
+
+    def clear_buffer(self):
+        del self._curr_exec_lines[:]
+
+    def add_exec(self, line):
+        if self._curr_exec_lines:
+            self._curr_exec_lines.append(line)
+
+            buf = '\n'.join(self._curr_exec_lines)
+
+            if self.is_complete(buf):
+                self._curr_exec_line += 1
+                self.ipython.run_cell(buf)
+                del self._curr_exec_lines[:]
+                return False  # execute complete (no more)
+
+            return True  # needs more
+        else:
+
+            if not self.is_complete(line):
+                # Did not execute
+                self._curr_exec_lines.append(line)
+                return True  # needs more
+            else:
+                self._curr_exec_line += 1
+                self.ipython.run_cell(line, store_history=True)
+                # hist = self.ipython.history_manager.output_hist_reprs
+                # rep = hist.get(self._curr_exec_line, None)
+                # if rep is not None:
+                #    print(rep)
+                return False  # execute complete (no more)
+
+    def is_automagic(self):
+        return self.ipython.automagic
+
+    def get_greeting_msg(self):
+        return 'PyDev console: using IPython %s\n' % self.version
+
+
+class _PyDevFrontEndContainer:
+    _instance = None
+    _last_host_port = None
+
+
+def get_pydev_frontend(pydev_host, pydev_client_port):
+    if _PyDevFrontEndContainer._instance is None:
+        _PyDevFrontEndContainer._instance = _PyDevFrontEnd()
+
+    if _PyDevFrontEndContainer._last_host_port != (pydev_host, pydev_client_port):
+        _PyDevFrontEndContainer._last_host_port = pydev_host, pydev_client_port
+
+        # Back channel to PyDev to open editors (in the future other
+        # info may go back this way. This is the same channel that is
+        # used to get stdin, see StdIn in pydev_console_utils)
+        _PyDevFrontEndContainer._instance.ipython.hooks['editor'] = create_editor_hook(pydev_host, pydev_client_port)
+
+        # Note: setting the callback directly because setting it with set_hook would actually create a chain instead
+        # of ovewriting at each new call).
+        # _PyDevFrontEndContainer._instance.ipython.set_hook('editor', create_editor_hook(pydev_host, pydev_client_port))
+
+    return _PyDevFrontEndContainer._instance
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_is_thread_alive.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_is_thread_alive.py
new file mode 100644
index 0000000..d949ba2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_is_thread_alive.py
@@ -0,0 +1,23 @@
+from _pydev_bundle._pydev_saved_modules import threading
+
+# Hack for https://www.brainwy.com/tracker/PyDev/363 (i.e.: calling is_alive() can throw AssertionError under some
+# circumstances).
+# It is required to debug threads started by start_new_thread in Python 3.4
+_temp = threading.Thread()
+if hasattr(_temp, '_is_stopped'):  # Python 3.x has this
+
+    def is_thread_alive(t):
+        return not t._is_stopped
+
+elif hasattr(_temp, '_Thread__stopped'):  # Python 2.x has this
+
+    def is_thread_alive(t):
+        return not t._Thread__stopped
+
+else:
+
+    # Jython wraps a native java thread and thus only obeys the public API.
+    def is_thread_alive(t):
+        return t.is_alive()
+
+del _temp
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_localhost.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_localhost.py
new file mode 100644
index 0000000..0d2838d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_localhost.py
@@ -0,0 +1,67 @@
+from _pydev_bundle._pydev_saved_modules import socket
+import sys
+
+IS_JYTHON = sys.platform.find('java') != -1
+
+_cache = None
+
+
+def get_localhost():
+    '''
+    Should return 127.0.0.1 in ipv4 and ::1 in ipv6
+
+    localhost is not used because on windows vista/windows 7, there can be issues where the resolving doesn't work
+    properly and takes a lot of time (had this issue on the pyunit server).
+
+    Using the IP directly solves the problem.
+    '''
+    # TODO: Needs better investigation!
+
+    global _cache
+    if _cache is None:
+        try:
+            for addr_info in socket.getaddrinfo("localhost", 80, 0, 0, socket.SOL_TCP):
+                config = addr_info[4]
+                if config[0] == '127.0.0.1':
+                    _cache = '127.0.0.1'
+                    return _cache
+        except:
+            # Ok, some versions of Python don't have getaddrinfo or SOL_TCP... Just consider it 127.0.0.1 in this case.
+            _cache = '127.0.0.1'
+        else:
+            _cache = 'localhost'
+
+    return _cache
+
+
+def get_socket_names(n_sockets, close=False):
+    socket_names = []
+    sockets = []
+    for _ in range(n_sockets):
+        if IS_JYTHON:
+            # Although the option which would be pure java *should* work for Jython, the socket being returned is still 0
+            # (i.e.: it doesn't give the local port bound, only the original port, which was 0).
+            from java.net import ServerSocket
+            sock = ServerSocket(0)
+            socket_name = get_localhost(), sock.getLocalPort()
+        else:
+            sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
+            sock.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1)
+            sock.bind((get_localhost(), 0))
+            socket_name = sock.getsockname()
+
+        sockets.append(sock)
+        socket_names.append(socket_name)
+
+    if close:
+        for s in sockets:
+            s.close()
+    return socket_names
+
+
+def get_socket_name(close=False):
+    return get_socket_names(1, close)[0]
+
+
+if __name__ == '__main__':
+    print(get_socket_name())
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_log.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_log.py
new file mode 100644
index 0000000..981b54b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_log.py
@@ -0,0 +1,228 @@
+from _pydevd_bundle.pydevd_constants import DebugInfoHolder, SHOW_COMPILE_CYTHON_COMMAND_LINE, NULL, LOG_TIME
+from contextlib import contextmanager
+import traceback
+import os
+import sys
+
+
+class _LoggingGlobals(object):
+
+    _warn_once_map = {}
+    _debug_stream_filename = None
+    _debug_stream = sys.stderr
+    _debug_stream_initialized = False
+
+
+def initialize_debug_stream(reinitialize=False):
+    '''
+    :param bool reinitialize:
+        Reinitialize is used to update the debug stream after a fork (thus, if it wasn't
+        initialized, we don't need to do anything).
+    '''
+    if reinitialize:
+        if not _LoggingGlobals._debug_stream_initialized:
+            return
+    else:
+        if _LoggingGlobals._debug_stream_initialized:
+            return
+
+    _LoggingGlobals._debug_stream_initialized = True
+
+    # Note: we cannot initialize with sys.stderr because when forking we may end up logging things in 'os' calls.
+    _LoggingGlobals._debug_stream = NULL
+    _LoggingGlobals._debug_stream_filename = None
+
+    if not DebugInfoHolder.PYDEVD_DEBUG_FILE:
+        _LoggingGlobals._debug_stream = sys.stderr
+    else:
+        # Add pid to the filename.
+        try:
+            dirname = os.path.dirname(DebugInfoHolder.PYDEVD_DEBUG_FILE)
+            basename = os.path.basename(DebugInfoHolder.PYDEVD_DEBUG_FILE)
+            try:
+                os.makedirs(dirname)
+            except:
+                pass  # Ignore error if it already exists.
+
+            name, ext = os.path.splitext(basename)
+            debug_file = os.path.join(dirname, name + '.' + str(os.getpid()) + ext)
+            _LoggingGlobals._debug_stream = open(debug_file, 'w')
+            _LoggingGlobals._debug_stream_filename = debug_file
+        except:
+            _LoggingGlobals._debug_stream = sys.stderr
+            # Don't fail when trying to setup logging, just show the exception.
+            traceback.print_exc()
+
+
+def list_log_files(pydevd_debug_file):
+    log_files = []
+    dirname = os.path.dirname(pydevd_debug_file)
+    basename = os.path.basename(pydevd_debug_file)
+    if os.path.isdir(dirname):
+        name, ext = os.path.splitext(basename)
+        for f in os.listdir(dirname):
+            if f.startswith(name) and f.endswith(ext):
+                log_files.append(os.path.join(dirname, f))
+    return log_files
+
+
+@contextmanager
+def log_context(trace_level, stream):
+    '''
+    To be used to temporarily change the logging settings.
+    '''
+    original_trace_level = DebugInfoHolder.DEBUG_TRACE_LEVEL
+    original_debug_stream = _LoggingGlobals._debug_stream
+    original_pydevd_debug_file = DebugInfoHolder.PYDEVD_DEBUG_FILE
+    original_debug_stream_filename = _LoggingGlobals._debug_stream_filename
+    original_initialized = _LoggingGlobals._debug_stream_initialized
+
+    DebugInfoHolder.DEBUG_TRACE_LEVEL = trace_level
+    _LoggingGlobals._debug_stream = stream
+    _LoggingGlobals._debug_stream_initialized = True
+    try:
+        yield
+    finally:
+        DebugInfoHolder.DEBUG_TRACE_LEVEL = original_trace_level
+        _LoggingGlobals._debug_stream = original_debug_stream
+        DebugInfoHolder.PYDEVD_DEBUG_FILE = original_pydevd_debug_file
+        _LoggingGlobals._debug_stream_filename = original_debug_stream_filename
+        _LoggingGlobals._debug_stream_initialized = original_initialized
+
+
+import time
+_last_log_time = time.time()
+
+
+def _pydevd_log(level, msg, *args):
+    '''
+    Levels are:
+
+    0 most serious warnings/errors (always printed)
+    1 warnings/significant events
+    2 informational trace
+    3 verbose mode
+    '''
+    if level <= DebugInfoHolder.DEBUG_TRACE_LEVEL:
+        # yes, we can have errors printing if the console of the program has been finished (and we're still trying to print something)
+        try:
+            try:
+                if args:
+                    msg = msg % args
+            except:
+                msg = '%s - %s' % (msg, args)
+
+            if LOG_TIME:
+                global _last_log_time
+                new_log_time = time.time()
+                time_diff = new_log_time - _last_log_time
+                _last_log_time = new_log_time
+                msg = '%.2fs - %s\n' % (time_diff, msg,)
+            else:
+                msg = '%s\n' % (msg,)
+            try:
+                try:
+                    initialize_debug_stream()  # Do it as late as possible
+                    _LoggingGlobals._debug_stream.write(msg)
+                except TypeError:
+                    if isinstance(msg, bytes):
+                        # Depending on the StringIO flavor, it may only accept unicode.
+                        msg = msg.decode('utf-8', 'replace')
+                        _LoggingGlobals._debug_stream.write(msg)
+            except UnicodeEncodeError:
+                # When writing to the stream it's possible that the string can't be represented
+                # in the encoding expected (in this case, convert it to the stream encoding
+                # or ascii if we can't find one suitable using a suitable replace).
+                encoding = getattr(_LoggingGlobals._debug_stream, 'encoding', 'ascii')
+                msg = msg.encode(encoding, 'backslashreplace')
+                msg = msg.decode(encoding)
+                _LoggingGlobals._debug_stream.write(msg)
+
+            _LoggingGlobals._debug_stream.flush()
+        except:
+            pass
+        return True
+
+
+def _pydevd_log_exception(msg='', *args):
+    if msg or args:
+        _pydevd_log(0, msg, *args)
+    try:
+        initialize_debug_stream()  # Do it as late as possible
+        traceback.print_exc(file=_LoggingGlobals._debug_stream)
+        _LoggingGlobals._debug_stream.flush()
+    except:
+        raise
+
+
+def verbose(msg, *args):
+    if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 3:
+        _pydevd_log(3, msg, *args)
+
+
+def debug(msg, *args):
+    if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 2:
+        _pydevd_log(2, msg, *args)
+
+
+def info(msg, *args):
+    if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 1:
+        _pydevd_log(1, msg, *args)
+
+
+warn = info
+
+
+def critical(msg, *args):
+    _pydevd_log(0, msg, *args)
+
+
+def exception(msg='', *args):
+    try:
+        _pydevd_log_exception(msg, *args)
+    except:
+        pass  # Should never fail (even at interpreter shutdown).
+
+
+error = exception
+
+
+def error_once(msg, *args):
+    try:
+        if args:
+            message = msg % args
+        else:
+            message = str(msg)
+    except:
+        message = '%s - %s' % (msg, args)
+
+    if message not in _LoggingGlobals._warn_once_map:
+        _LoggingGlobals._warn_once_map[message] = True
+        critical(message)
+
+
+def exception_once(msg, *args):
+    try:
+        if args:
+            message = msg % args
+        else:
+            message = str(msg)
+    except:
+        message = '%s - %s' % (msg, args)
+
+    if message not in _LoggingGlobals._warn_once_map:
+        _LoggingGlobals._warn_once_map[message] = True
+        exception(message)
+
+
+def debug_once(msg, *args):
+    if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 3:
+        error_once(msg, *args)
+
+
+def show_compile_cython_command_line():
+    if SHOW_COMPILE_CYTHON_COMMAND_LINE:
+        dirname = os.path.dirname(os.path.dirname(__file__))
+        error_once("warning: Debugger speedups using cython not found. Run '\"%s\" \"%s\" build_ext --inplace' to build.",
+            sys.executable, os.path.join(dirname, 'setup_pydevd_cython.py'))
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_monkey.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_monkey.py
new file mode 100644
index 0000000..150718f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_monkey.py
@@ -0,0 +1,1181 @@
+# License: EPL
+import os
+import re
+import sys
+from _pydev_bundle._pydev_saved_modules import threading
+from _pydevd_bundle.pydevd_constants import get_global_debugger, IS_WINDOWS, IS_JYTHON, get_current_thread_id, \
+    sorted_dict_repr
+from _pydev_bundle import pydev_log
+from contextlib import contextmanager
+from _pydevd_bundle import pydevd_constants
+from _pydevd_bundle.pydevd_defaults import PydevdCustomization
+import ast
+
+try:
+    from pathlib import Path
+except ImportError:
+    Path = None
+
+#===============================================================================
+# Things that are dependent on having the pydevd debugger
+#===============================================================================
+
+pydev_src_dir = os.path.dirname(os.path.dirname(__file__))
+
+_arg_patch = threading.local()
+
+
+@contextmanager
+def skip_subprocess_arg_patch():
+    _arg_patch.apply_arg_patching = False
+    try:
+        yield
+    finally:
+        _arg_patch.apply_arg_patching = True
+
+
+def _get_apply_arg_patching():
+    return getattr(_arg_patch, 'apply_arg_patching', True)
+
+
+def _get_setup_updated_with_protocol_and_ppid(setup, is_exec=False):
+    if setup is None:
+        setup = {}
+    setup = setup.copy()
+    # Discard anything related to the protocol (we'll set the the protocol based on the one
+    # currently set).
+    setup.pop(pydevd_constants.ARGUMENT_HTTP_JSON_PROTOCOL, None)
+    setup.pop(pydevd_constants.ARGUMENT_JSON_PROTOCOL, None)
+    setup.pop(pydevd_constants.ARGUMENT_QUOTED_LINE_PROTOCOL, None)
+
+    if not is_exec:
+        # i.e.: The ppid for the subprocess is the current pid.
+        # If it's an exec, keep it what it was.
+        setup[pydevd_constants.ARGUMENT_PPID] = os.getpid()
+
+    protocol = pydevd_constants.get_protocol()
+    if protocol == pydevd_constants.HTTP_JSON_PROTOCOL:
+        setup[pydevd_constants.ARGUMENT_HTTP_JSON_PROTOCOL] = True
+
+    elif protocol == pydevd_constants.JSON_PROTOCOL:
+        setup[pydevd_constants.ARGUMENT_JSON_PROTOCOL] = True
+
+    elif protocol == pydevd_constants.QUOTED_LINE_PROTOCOL:
+        setup[pydevd_constants.ARGUMENT_QUOTED_LINE_PROTOCOL] = True
+
+    elif protocol == pydevd_constants.HTTP_PROTOCOL:
+        setup[pydevd_constants.ARGUMENT_HTTP_PROTOCOL] = True
+
+    else:
+        pydev_log.debug('Unexpected protocol: %s', protocol)
+    return setup
+
+
+class _LastFutureImportFinder(ast.NodeVisitor):
+
+    def __init__(self):
+        self.last_future_import_found = None
+
+    def visit_ImportFrom(self, node):
+        if node.module == '__future__':
+            self.last_future_import_found = node
+
+
+def _get_offset_from_line_col(code, line, col):
+    offset = 0
+    for i, line_contents in enumerate(code.splitlines(True)):
+        if i == line:
+            offset += col
+            return offset
+        else:
+            offset += len(line_contents)
+
+    return -1
+
+
+def _separate_future_imports(code):
+    '''
+    :param code:
+        The code from where we want to get the __future__ imports (note that it's possible that
+        there's no such entry).
+
+    :return tuple(str, str):
+        The return is a tuple(future_import, code).
+
+        If the future import is not available a return such as ('', code) is given, otherwise, the
+        future import will end with a ';' (so that it can be put right before the pydevd attach
+        code).
+    '''
+    try:
+        node = ast.parse(code, '<string>', 'exec')
+        visitor = _LastFutureImportFinder()
+        visitor.visit(node)
+
+        if visitor.last_future_import_found is None:
+            return '', code
+
+        node = visitor.last_future_import_found
+        offset = -1
+        if hasattr(node, 'end_lineno') and hasattr(node, 'end_col_offset'):
+            # Python 3.8 onwards has these (so, use when possible).
+            line, col = node.end_lineno, node.end_col_offset
+            offset = _get_offset_from_line_col(code, line - 1, col)  # ast lines are 1-based, make it 0-based.
+
+        else:
+            # end line/col not available, let's just find the offset and then search
+            # for the alias from there.
+            line, col = node.lineno, node.col_offset
+            offset = _get_offset_from_line_col(code, line - 1, col)  # ast lines are 1-based, make it 0-based.
+            if offset >= 0 and node.names:
+                from_future_import_name = node.names[-1].name
+                i = code.find(from_future_import_name, offset)
+                if i < 0:
+                    offset = -1
+                else:
+                    offset = i + len(from_future_import_name)
+
+        if offset >= 0:
+            for i in range(offset, len(code)):
+                if code[i] in (' ', '\t', ';', ')', '\n'):
+                    offset += 1
+                else:
+                    break
+
+            future_import = code[:offset]
+            code_remainder = code[offset:]
+
+            # Now, put '\n' lines back into the code remainder (we had to search for
+            # `\n)`, but in case we just got the `\n`, it should be at the remainder,
+            # not at the future import.
+            while future_import.endswith('\n'):
+                future_import = future_import[:-1]
+                code_remainder = '\n' + code_remainder
+
+            if not future_import.endswith(';'):
+                future_import += ';'
+            return future_import, code_remainder
+
+        # This shouldn't happen...
+        pydev_log.info('Unable to find line %s in code:\n%r', line, code)
+        return '', code
+
+    except:
+        pydev_log.exception('Error getting from __future__ imports from: %r', code)
+        return '', code
+
+
+def _get_python_c_args(host, port, code, args, setup):
+    setup = _get_setup_updated_with_protocol_and_ppid(setup)
+
+    # i.e.: We want to make the repr sorted so that it works in tests.
+    setup_repr = setup if setup is None else (sorted_dict_repr(setup))
+
+    future_imports = ''
+    if '__future__' in code:
+        # If the code has a __future__ import, we need to be able to strip the __future__
+        # imports from the code and add them to the start of our code snippet.
+        future_imports, code = _separate_future_imports(code)
+
+    return ("%simport sys; sys.path.insert(0, r'%s'); import pydevd; pydevd.PydevdCustomization.DEFAULT_PROTOCOL=%r; "
+            "pydevd.settrace(host=%r, port=%s, suspend=False, trace_only_current_thread=False, patch_multiprocessing=True, access_token=%r, client_access_token=%r, __setup_holder__=%s); "
+            "%s"
+            ) % (
+               future_imports,
+               pydev_src_dir,
+               pydevd_constants.get_protocol(),
+               host,
+               port,
+               setup.get('access-token'),
+               setup.get('client-access-token'),
+               setup_repr,
+               code)
+
+
+def _get_host_port():
+    import pydevd
+    host, port = pydevd.dispatch()
+    return host, port
+
+
+def _is_managed_arg(arg):
+    pydevd_py = _get_str_type_compatible(arg, 'pydevd.py')
+    if arg.endswith(pydevd_py):
+        return True
+    return False
+
+
+def _on_forked_process(setup_tracing=True):
+    pydevd_constants.after_fork()
+    pydev_log.initialize_debug_stream(reinitialize=True)
+
+    if setup_tracing:
+        pydev_log.debug('pydevd on forked process: %s', os.getpid())
+
+    import pydevd
+    pydevd.threadingCurrentThread().__pydevd_main_thread = True
+    pydevd.settrace_forked(setup_tracing=setup_tracing)
+
+
+def _on_set_trace_for_new_thread(global_debugger):
+    if global_debugger is not None:
+        global_debugger.enable_tracing()
+
+
+def _get_str_type_compatible(s, args):
+    '''
+    This method converts `args` to byte/unicode based on the `s' type.
+    '''
+    if isinstance(args, (list, tuple)):
+        ret = []
+        for arg in args:
+            if type(s) == type(arg):
+                ret.append(arg)
+            else:
+                if isinstance(s, bytes):
+                    ret.append(arg.encode('utf-8'))
+                else:
+                    ret.append(arg.decode('utf-8'))
+        return ret
+    else:
+        if type(s) == type(args):
+            return args
+        else:
+            if isinstance(s, bytes):
+                return args.encode('utf-8')
+            else:
+                return args.decode('utf-8')
+
+
+#===============================================================================
+# Things related to monkey-patching
+#===============================================================================
+def is_python(path):
+    single_quote, double_quote = _get_str_type_compatible(path, ["'", '"'])
+
+    if path.endswith(single_quote) or path.endswith(double_quote):
+        path = path[1:len(path) - 1]
+    filename = os.path.basename(path).lower()
+    for name in _get_str_type_compatible(filename, ['python', 'jython', 'pypy']):
+        if filename.find(name) != -1:
+            return True
+
+    return False
+
+
+class InvalidTypeInArgsException(Exception):
+    pass
+
+
+def remove_quotes_from_args(args):
+    if sys.platform == "win32":
+        new_args = []
+
+        for x in args:
+            if Path is not None and isinstance(x, Path):
+                x = str(x)
+            else:
+                if not isinstance(x, (bytes, str)):
+                    raise InvalidTypeInArgsException(str(type(x)))
+
+            double_quote, two_double_quotes = _get_str_type_compatible(x, ['"', '""'])
+
+            if x != two_double_quotes:
+                if len(x) > 1 and x.startswith(double_quote) and x.endswith(double_quote):
+                    x = x[1:-1]
+
+            new_args.append(x)
+        return new_args
+    else:
+        new_args = []
+        for x in args:
+            if Path is not None and isinstance(x, Path):
+                x = x.as_posix()
+            else:
+                if not isinstance(x, (bytes, str)):
+                    raise InvalidTypeInArgsException(str(type(x)))
+            new_args.append(x)
+
+        return new_args
+
+
+def quote_arg_win32(arg):
+    fix_type = lambda x: _get_str_type_compatible(arg, x)
+
+    # See if we need to quote at all - empty strings need quoting, as do strings
+    # with whitespace or quotes in them. Backslashes do not need quoting.
+    if arg and not set(arg).intersection(fix_type(' "\t\n\v')):
+        return arg
+
+    # Per https://docs.microsoft.com/en-us/windows/desktop/api/shellapi/nf-shellapi-commandlinetoargvw,
+    # the standard way to interpret arguments in double quotes is as follows:
+    #
+    #       2N backslashes followed by a quotation mark produce N backslashes followed by
+    #       begin/end quote. This does not become part of the parsed argument, but toggles
+    #       the "in quotes" mode.
+    #
+    #       2N+1 backslashes followed by a quotation mark again produce N backslashes followed
+    #       by a quotation mark literal ("). This does not toggle the "in quotes" mode.
+    #
+    #       N backslashes not followed by a quotation mark simply produce N backslashes.
+    #
+    # This code needs to do the reverse transformation, thus:
+    #
+    #       N backslashes followed by " produce 2N+1 backslashes followed by "
+    #
+    #       N backslashes at the end (i.e. where the closing " goes) produce 2N backslashes.
+    #
+    #       N backslashes in any other position remain as is.
+
+    arg = re.sub(fix_type(r'(\\*)\"'), fix_type(r'\1\1\\"'), arg)
+    arg = re.sub(fix_type(r'(\\*)$'), fix_type(r'\1\1'), arg)
+    return fix_type('"') + arg + fix_type('"')
+
+
+def quote_args(args):
+    if sys.platform == "win32":
+        return list(map(quote_arg_win32, args))
+    else:
+        return args
+
+
+def patch_args(args, is_exec=False):
+    '''
+    :param list args:
+        Arguments to patch.
+
+    :param bool is_exec:
+        If it's an exec, the current process will be replaced (this means we have
+        to keep the same ppid).
+    '''
+    try:
+        pydev_log.debug("Patching args: %s", args)
+        original_args = args
+        try:
+            unquoted_args = remove_quotes_from_args(args)
+        except InvalidTypeInArgsException as e:
+            pydev_log.info('Unable to monkey-patch subprocess arguments because a type found in the args is invalid: %s', e)
+            return original_args
+
+        # Internally we should reference original_args (if we want to return them) or unquoted_args
+        # to add to the list which will be then quoted in the end.
+        del args
+
+        from pydevd import SetupHolder
+        if not unquoted_args:
+            return original_args
+
+        if not is_python(unquoted_args[0]):
+            pydev_log.debug("Process is not python, returning.")
+            return original_args
+
+        # Note: we create a copy as string to help with analyzing the arguments, but
+        # the final list should have items from the unquoted_args as they were initially.
+        args_as_str = _get_str_type_compatible('', unquoted_args)
+
+        params_with_value_in_separate_arg = (
+            '--check-hash-based-pycs',
+            '--jit'  # pypy option
+        )
+
+        # All short switches may be combined together. The ones below require a value and the
+        # value itself may be embedded in the arg.
+        #
+        # i.e.: Python accepts things as:
+        #
+        # python -OQold -qmtest
+        #
+        # Which is the same as:
+        #
+        # python -O -Q old -q -m test
+        #
+        # or even:
+        #
+        # python -OQold "-vcimport sys;print(sys)"
+        #
+        # Which is the same as:
+        #
+        # python -O -Q old -v -c "import sys;print(sys)"
+
+        params_with_combinable_arg = set(('W', 'X', 'Q', 'c', 'm'))
+
+        module_name = None
+        before_module_flag = ''
+        module_name_i_start = -1
+        module_name_i_end = -1
+
+        code = None
+        code_i = -1
+        code_i_end = -1
+        code_flag = ''
+
+        filename = None
+        filename_i = -1
+
+        ignore_next = True  # start ignoring the first (the first entry is the python executable)
+        for i, arg_as_str in enumerate(args_as_str):
+            if ignore_next:
+                ignore_next = False
+                continue
+
+            if arg_as_str.startswith('-'):
+                if arg_as_str == '-':
+                    # Contents will be read from the stdin. This is not currently handled.
+                    pydev_log.debug('Unable to fix arguments to attach debugger on subprocess when reading from stdin ("python ... -").')
+                    return original_args
+
+                if arg_as_str.startswith(params_with_value_in_separate_arg):
+                    if arg_as_str in params_with_value_in_separate_arg:
+                        ignore_next = True
+                    continue
+
+                break_out = False
+                for j, c in enumerate(arg_as_str):
+
+                    # i.e.: Python supports -X faulthandler as well as -Xfaulthandler
+                    # (in one case we have to ignore the next and in the other we don't
+                    # have to ignore it).
+                    if c in params_with_combinable_arg:
+                        remainder = arg_as_str[j + 1:]
+                        if not remainder:
+                            ignore_next = True
+
+                        if c == 'm':
+                            # i.e.: Something as
+                            # python -qm test
+                            # python -m test
+                            # python -qmtest
+                            before_module_flag = arg_as_str[:j]  # before_module_flag would then be "-q"
+                            if before_module_flag == '-':
+                                before_module_flag = ''
+                            module_name_i_start = i
+                            if not remainder:
+                                module_name = unquoted_args[i + 1]
+                                module_name_i_end = i + 1
+                            else:
+                                # i.e.: python -qmtest should provide 'test' as the module_name
+                                module_name = unquoted_args[i][j + 1:]
+                                module_name_i_end = module_name_i_start
+                            break_out = True
+                            break
+
+                        elif c == 'c':
+                            # i.e.: Something as
+                            # python -qc "import sys"
+                            # python -c "import sys"
+                            # python "-qcimport sys"
+                            code_flag = arg_as_str[:j + 1]  # code_flag would then be "-qc"
+
+                            if not remainder:
+                                # arg_as_str is something as "-qc", "import sys"
+                                code = unquoted_args[i + 1]
+                                code_i_end = i + 2
+                            else:
+                                # if arg_as_str is something as "-qcimport sys"
+                                code = remainder  # code would be "import sys"
+                                code_i_end = i + 1
+                            code_i = i
+                            break_out = True
+                            break
+
+                        else:
+                            break
+
+                if break_out:
+                    break
+
+            else:
+                # It doesn't start with '-' and we didn't ignore this entry:
+                # this means that this is the file to be executed.
+                filename = unquoted_args[i]
+
+                # Note that the filename is not validated here.
+                # There are cases where even a .exe is valid (xonsh.exe):
+                # https://github.com/microsoft/debugpy/issues/945
+                # So, we should support whatever runpy.run_path
+                # supports in this case.
+
+                filename_i = i
+
+                if _is_managed_arg(filename):  # no need to add pydevd twice
+                    pydev_log.debug('Skipped monkey-patching as pydevd.py is in args already.')
+                    return original_args
+
+                break
+        else:
+            # We didn't find the filename (something is unexpected).
+            pydev_log.debug('Unable to fix arguments to attach debugger on subprocess (filename not found).')
+            return original_args
+
+        if code_i != -1:
+            host, port = _get_host_port()
+
+            if port is not None:
+                new_args = []
+                new_args.extend(unquoted_args[:code_i])
+                new_args.append(code_flag)
+                new_args.append(_get_python_c_args(host, port, code, unquoted_args, SetupHolder.setup))
+                new_args.extend(unquoted_args[code_i_end:])
+
+                return quote_args(new_args)
+
+        first_non_vm_index = max(filename_i, module_name_i_start)
+        if first_non_vm_index == -1:
+            pydev_log.debug('Unable to fix arguments to attach debugger on subprocess (could not resolve filename nor module name).')
+            return original_args
+
+        # Original args should be something as:
+        # ['X:\\pysrc\\pydevd.py', '--multiprocess', '--print-in-debugger-startup',
+        #  '--vm_type', 'python', '--client', '127.0.0.1', '--port', '56352', '--file', 'x:\\snippet1.py']
+        from _pydevd_bundle.pydevd_command_line_handling import setup_to_argv
+        new_args = []
+        new_args.extend(unquoted_args[:first_non_vm_index])
+        if before_module_flag:
+            new_args.append(before_module_flag)
+
+        add_module_at = len(new_args) + 1
+
+        new_args.extend(setup_to_argv(
+            _get_setup_updated_with_protocol_and_ppid(SetupHolder.setup, is_exec=is_exec),
+            skip_names=set(('module', 'cmd-line'))
+        ))
+        new_args.append('--file')
+
+        if module_name is not None:
+            assert module_name_i_start != -1
+            assert module_name_i_end != -1
+            # Always after 'pydevd' (i.e.: pydevd "--module" --multiprocess ...)
+            new_args.insert(add_module_at, '--module')
+            new_args.append(module_name)
+            new_args.extend(unquoted_args[module_name_i_end + 1:])
+
+        elif filename is not None:
+            assert filename_i != -1
+            new_args.append(filename)
+            new_args.extend(unquoted_args[filename_i + 1:])
+
+        else:
+            raise AssertionError('Internal error (unexpected condition)')
+
+        return quote_args(new_args)
+    except:
+        pydev_log.exception('Error patching args (debugger not attached to subprocess).')
+        return original_args
+
+
+def str_to_args_windows(args):
+    # See https://docs.microsoft.com/en-us/cpp/c-language/parsing-c-command-line-arguments.
+    #
+    # Implemetation ported from DebugPlugin.parseArgumentsWindows:
+    # https://github.com/eclipse/eclipse.platform.debug/blob/master/org.eclipse.debug.core/core/org/eclipse/debug/core/DebugPlugin.java
+
+    result = []
+
+    DEFAULT = 0
+    ARG = 1
+    IN_DOUBLE_QUOTE = 2
+
+    state = DEFAULT
+    backslashes = 0
+    buf = ''
+
+    args_len = len(args)
+    for i in range(args_len):
+        ch = args[i]
+        if (ch == '\\'):
+            backslashes += 1
+            continue
+        elif (backslashes != 0):
+            if ch == '"':
+                while backslashes >= 2:
+                    backslashes -= 2
+                    buf += '\\'
+                if (backslashes == 1):
+                    if (state == DEFAULT):
+                        state = ARG
+
+                    buf += '"'
+                    backslashes = 0
+                    continue
+                # else fall through to switch
+            else:
+                # false alarm, treat passed backslashes literally...
+                if (state == DEFAULT):
+                    state = ARG
+
+                while backslashes > 0:
+                    backslashes -= 1
+                    buf += '\\'
+                # fall through to switch
+        if ch in (' ', '\t'):
+            if (state == DEFAULT):
+                # skip
+                continue
+            elif (state == ARG):
+                state = DEFAULT
+                result.append(buf)
+                buf = ''
+                continue
+
+        if state in (DEFAULT, ARG):
+            if ch == '"':
+                state = IN_DOUBLE_QUOTE
+            else:
+                state = ARG
+                buf += ch
+
+        elif state == IN_DOUBLE_QUOTE:
+            if ch == '"':
+                if (i + 1 < args_len and args[i + 1] == '"'):
+                    # Undocumented feature in Windows:
+                    # Two consecutive double quotes inside a double-quoted argument are interpreted as
+                    # a single double quote.
+                    buf += '"'
+                    i += 1
+                else:
+                    state = ARG
+            else:
+                buf += ch
+
+        else:
+            raise RuntimeError('Illegal condition')
+
+    if len(buf) > 0 or state != DEFAULT:
+        result.append(buf)
+
+    return result
+
+
+def patch_arg_str_win(arg_str):
+    args = str_to_args_windows(arg_str)
+    # Fix https://youtrack.jetbrains.com/issue/PY-9767 (args may be empty)
+    if not args or not is_python(args[0]):
+        return arg_str
+    arg_str = ' '.join(patch_args(args))
+    pydev_log.debug("New args: %s", arg_str)
+    return arg_str
+
+
+def monkey_patch_module(module, funcname, create_func):
+    if hasattr(module, funcname):
+        original_name = 'original_' + funcname
+        if not hasattr(module, original_name):
+            setattr(module, original_name, getattr(module, funcname))
+            setattr(module, funcname, create_func(original_name))
+
+
+def monkey_patch_os(funcname, create_func):
+    monkey_patch_module(os, funcname, create_func)
+
+
+def warn_multiproc():
+    pass  # TODO: Provide logging as messages to the IDE.
+    # pydev_log.error_once(
+    #     "pydev debugger: New process is launching (breakpoints won't work in the new process).\n"
+    #     "pydev debugger: To debug that process please enable 'Attach to subprocess automatically while debugging?' option in the debugger settings.\n")
+    #
+
+
+def create_warn_multiproc(original_name):
+
+    def new_warn_multiproc(*args, **kwargs):
+        import os
+
+        warn_multiproc()
+
+        return getattr(os, original_name)(*args, **kwargs)
+
+    return new_warn_multiproc
+
+
+def create_execl(original_name):
+
+    def new_execl(path, *args):
+        """
+        os.execl(path, arg0, arg1, ...)
+        os.execle(path, arg0, arg1, ..., env)
+        os.execlp(file, arg0, arg1, ...)
+        os.execlpe(file, arg0, arg1, ..., env)
+        """
+        if _get_apply_arg_patching():
+            args = patch_args(args, is_exec=True)
+            send_process_created_message()
+            send_process_about_to_be_replaced()
+
+        return getattr(os, original_name)(path, *args)
+
+    return new_execl
+
+
+def create_execv(original_name):
+
+    def new_execv(path, args):
+        """
+        os.execv(path, args)
+        os.execvp(file, args)
+        """
+        if _get_apply_arg_patching():
+            args = patch_args(args, is_exec=True)
+            send_process_created_message()
+            send_process_about_to_be_replaced()
+
+        return getattr(os, original_name)(path, args)
+
+    return new_execv
+
+
+def create_execve(original_name):
+    """
+    os.execve(path, args, env)
+    os.execvpe(file, args, env)
+    """
+
+    def new_execve(path, args, env):
+        if _get_apply_arg_patching():
+            args = patch_args(args, is_exec=True)
+            send_process_created_message()
+            send_process_about_to_be_replaced()
+
+        return getattr(os, original_name)(path, args, env)
+
+    return new_execve
+
+
+def create_spawnl(original_name):
+
+    def new_spawnl(mode, path, *args):
+        """
+        os.spawnl(mode, path, arg0, arg1, ...)
+        os.spawnlp(mode, file, arg0, arg1, ...)
+        """
+        if _get_apply_arg_patching():
+            args = patch_args(args)
+            send_process_created_message()
+
+        return getattr(os, original_name)(mode, path, *args)
+
+    return new_spawnl
+
+
+def create_spawnv(original_name):
+
+    def new_spawnv(mode, path, args):
+        """
+        os.spawnv(mode, path, args)
+        os.spawnvp(mode, file, args)
+        """
+        if _get_apply_arg_patching():
+            args = patch_args(args)
+            send_process_created_message()
+
+        return getattr(os, original_name)(mode, path, args)
+
+    return new_spawnv
+
+
+def create_spawnve(original_name):
+    """
+    os.spawnve(mode, path, args, env)
+    os.spawnvpe(mode, file, args, env)
+    """
+
+    def new_spawnve(mode, path, args, env):
+        if _get_apply_arg_patching():
+            args = patch_args(args)
+            send_process_created_message()
+
+        return getattr(os, original_name)(mode, path, args, env)
+
+    return new_spawnve
+
+
+def create_posix_spawn(original_name):
+    """
+    os.posix_spawn(executable, args, env, **kwargs)
+    """
+
+    def new_posix_spawn(executable, args, env, **kwargs):
+        if _get_apply_arg_patching():
+            args = patch_args(args)
+            send_process_created_message()
+
+        return getattr(os, original_name)(executable, args, env, **kwargs)
+
+    return new_posix_spawn
+
+
+def create_fork_exec(original_name):
+    """
+    _posixsubprocess.fork_exec(args, executable_list, close_fds, ... (13 more))
+    """
+
+    def new_fork_exec(args, *other_args):
+        import _posixsubprocess  # @UnresolvedImport
+        if _get_apply_arg_patching():
+            args = patch_args(args)
+            send_process_created_message()
+
+        return getattr(_posixsubprocess, original_name)(args, *other_args)
+
+    return new_fork_exec
+
+
+def create_warn_fork_exec(original_name):
+    """
+    _posixsubprocess.fork_exec(args, executable_list, close_fds, ... (13 more))
+    """
+
+    def new_warn_fork_exec(*args):
+        try:
+            import _posixsubprocess
+            warn_multiproc()
+            return getattr(_posixsubprocess, original_name)(*args)
+        except:
+            pass
+
+    return new_warn_fork_exec
+
+
+def create_CreateProcess(original_name):
+    """
+    CreateProcess(*args, **kwargs)
+    """
+
+    def new_CreateProcess(app_name, cmd_line, *args):
+        try:
+            import _subprocess
+        except ImportError:
+            import _winapi as _subprocess
+
+        if _get_apply_arg_patching():
+            cmd_line = patch_arg_str_win(cmd_line)
+            send_process_created_message()
+
+        return getattr(_subprocess, original_name)(app_name, cmd_line, *args)
+
+    return new_CreateProcess
+
+
+def create_CreateProcessWarnMultiproc(original_name):
+    """
+    CreateProcess(*args, **kwargs)
+    """
+
+    def new_CreateProcess(*args):
+        try:
+            import _subprocess
+        except ImportError:
+            import _winapi as _subprocess
+        warn_multiproc()
+        return getattr(_subprocess, original_name)(*args)
+
+    return new_CreateProcess
+
+
+def create_fork(original_name):
+
+    def new_fork():
+        # A simple fork will result in a new python process
+        is_new_python_process = True
+        frame = sys._getframe()
+
+        apply_arg_patch = _get_apply_arg_patching()
+
+        is_subprocess_fork = False
+        while frame is not None:
+            if frame.f_code.co_name == '_execute_child' and 'subprocess' in frame.f_code.co_filename:
+                is_subprocess_fork = True
+                # If we're actually in subprocess.Popen creating a child, it may
+                # result in something which is not a Python process, (so, we
+                # don't want to connect with it in the forked version).
+                executable = frame.f_locals.get('executable')
+                if executable is not None:
+                    is_new_python_process = False
+                    if is_python(executable):
+                        is_new_python_process = True
+                break
+
+            frame = frame.f_back
+        frame = None  # Just make sure we don't hold on to it.
+
+        protocol = pydevd_constants.get_protocol()
+
+        child_process = getattr(os, original_name)()  # fork
+        if not child_process:
+            if is_new_python_process:
+                PydevdCustomization.DEFAULT_PROTOCOL = protocol
+                _on_forked_process(setup_tracing=apply_arg_patch and not is_subprocess_fork)
+        else:
+            if is_new_python_process:
+                send_process_created_message()
+        return child_process
+
+    return new_fork
+
+
+def send_process_created_message():
+    py_db = get_global_debugger()
+    if py_db is not None:
+        py_db.send_process_created_message()
+
+
+def send_process_about_to_be_replaced():
+    py_db = get_global_debugger()
+    if py_db is not None:
+        py_db.send_process_about_to_be_replaced()
+
+
+def patch_new_process_functions():
+    # os.execl(path, arg0, arg1, ...)
+    # os.execle(path, arg0, arg1, ..., env)
+    # os.execlp(file, arg0, arg1, ...)
+    # os.execlpe(file, arg0, arg1, ..., env)
+    # os.execv(path, args)
+    # os.execve(path, args, env)
+    # os.execvp(file, args)
+    # os.execvpe(file, args, env)
+    monkey_patch_os('execl', create_execl)
+    monkey_patch_os('execle', create_execl)
+    monkey_patch_os('execlp', create_execl)
+    monkey_patch_os('execlpe', create_execl)
+    monkey_patch_os('execv', create_execv)
+    monkey_patch_os('execve', create_execve)
+    monkey_patch_os('execvp', create_execv)
+    monkey_patch_os('execvpe', create_execve)
+
+    # os.spawnl(mode, path, ...)
+    # os.spawnle(mode, path, ..., env)
+    # os.spawnlp(mode, file, ...)
+    # os.spawnlpe(mode, file, ..., env)
+    # os.spawnv(mode, path, args)
+    # os.spawnve(mode, path, args, env)
+    # os.spawnvp(mode, file, args)
+    # os.spawnvpe(mode, file, args, env)
+
+    monkey_patch_os('spawnl', create_spawnl)
+    monkey_patch_os('spawnle', create_spawnl)
+    monkey_patch_os('spawnlp', create_spawnl)
+    monkey_patch_os('spawnlpe', create_spawnl)
+    monkey_patch_os('spawnv', create_spawnv)
+    monkey_patch_os('spawnve', create_spawnve)
+    monkey_patch_os('spawnvp', create_spawnv)
+    monkey_patch_os('spawnvpe', create_spawnve)
+    monkey_patch_os('posix_spawn', create_posix_spawn)
+
+    if not IS_JYTHON:
+        if not IS_WINDOWS:
+            monkey_patch_os('fork', create_fork)
+            try:
+                import _posixsubprocess
+                monkey_patch_module(_posixsubprocess, 'fork_exec', create_fork_exec)
+            except ImportError:
+                pass
+        else:
+            # Windows
+            try:
+                import _subprocess
+            except ImportError:
+                import _winapi as _subprocess
+            monkey_patch_module(_subprocess, 'CreateProcess', create_CreateProcess)
+
+
+def patch_new_process_functions_with_warning():
+    monkey_patch_os('execl', create_warn_multiproc)
+    monkey_patch_os('execle', create_warn_multiproc)
+    monkey_patch_os('execlp', create_warn_multiproc)
+    monkey_patch_os('execlpe', create_warn_multiproc)
+    monkey_patch_os('execv', create_warn_multiproc)
+    monkey_patch_os('execve', create_warn_multiproc)
+    monkey_patch_os('execvp', create_warn_multiproc)
+    monkey_patch_os('execvpe', create_warn_multiproc)
+    monkey_patch_os('spawnl', create_warn_multiproc)
+    monkey_patch_os('spawnle', create_warn_multiproc)
+    monkey_patch_os('spawnlp', create_warn_multiproc)
+    monkey_patch_os('spawnlpe', create_warn_multiproc)
+    monkey_patch_os('spawnv', create_warn_multiproc)
+    monkey_patch_os('spawnve', create_warn_multiproc)
+    monkey_patch_os('spawnvp', create_warn_multiproc)
+    monkey_patch_os('spawnvpe', create_warn_multiproc)
+    monkey_patch_os('posix_spawn', create_warn_multiproc)
+
+    if not IS_JYTHON:
+        if not IS_WINDOWS:
+            monkey_patch_os('fork', create_warn_multiproc)
+            try:
+                import _posixsubprocess
+                monkey_patch_module(_posixsubprocess, 'fork_exec', create_warn_fork_exec)
+            except ImportError:
+                pass
+        else:
+            # Windows
+            try:
+                import _subprocess
+            except ImportError:
+                import _winapi as _subprocess
+            monkey_patch_module(_subprocess, 'CreateProcess', create_CreateProcessWarnMultiproc)
+
+
+class _NewThreadStartupWithTrace:
+
+    def __init__(self, original_func, args, kwargs):
+        self.original_func = original_func
+        self.args = args
+        self.kwargs = kwargs
+
+    def __call__(self):
+        # We monkey-patch the thread creation so that this function is called in the new thread. At this point
+        # we notify of its creation and start tracing it.
+        py_db = get_global_debugger()
+
+        thread_id = None
+        if py_db is not None:
+            # Note: if this is a thread from threading.py, we're too early in the boostrap process (because we mocked
+            # the start_new_thread internal machinery and thread._bootstrap has not finished), so, the code below needs
+            # to make sure that we use the current thread bound to the original function and not use
+            # threading.current_thread() unless we're sure it's a dummy thread.
+            t = getattr(self.original_func, '__self__', getattr(self.original_func, 'im_self', None))
+            if not isinstance(t, threading.Thread):
+                # This is not a threading.Thread but a Dummy thread (so, get it as a dummy thread using
+                # currentThread).
+                t = threading.current_thread()
+
+            if not getattr(t, 'is_pydev_daemon_thread', False):
+                thread_id = get_current_thread_id(t)
+                py_db.notify_thread_created(thread_id, t)
+                _on_set_trace_for_new_thread(py_db)
+
+            if getattr(py_db, 'thread_analyser', None) is not None:
+                try:
+                    from _pydevd_bundle.pydevd_concurrency_analyser.pydevd_concurrency_logger import log_new_thread
+                    log_new_thread(py_db, t)
+                except:
+                    sys.stderr.write("Failed to detect new thread for visualization")
+        try:
+            ret = self.original_func(*self.args, **self.kwargs)
+        finally:
+            if thread_id is not None:
+                if py_db is not None:
+                    # At thread shutdown we only have pydevd-related code running (which shouldn't
+                    # be tracked).
+                    py_db.disable_tracing()
+                    py_db.notify_thread_not_alive(thread_id)
+
+        return ret
+
+
+class _NewThreadStartupWithoutTrace:
+
+    def __init__(self, original_func, args, kwargs):
+        self.original_func = original_func
+        self.args = args
+        self.kwargs = kwargs
+
+    def __call__(self):
+        return self.original_func(*self.args, **self.kwargs)
+
+
+_UseNewThreadStartup = _NewThreadStartupWithTrace
+
+
+def _get_threading_modules_to_patch():
+    threading_modules_to_patch = []
+
+    try:
+        import thread as _thread
+    except:
+        import _thread
+    threading_modules_to_patch.append(_thread)
+    threading_modules_to_patch.append(threading)
+
+    return threading_modules_to_patch
+
+
+threading_modules_to_patch = _get_threading_modules_to_patch()
+
+
+def patch_thread_module(thread_module):
+
+    if getattr(thread_module, '_original_start_new_thread', None) is None:
+        if thread_module is threading:
+            if not hasattr(thread_module, '_start_new_thread'):
+                return  # Jython doesn't have it.
+            _original_start_new_thread = thread_module._original_start_new_thread = thread_module._start_new_thread
+        else:
+            _original_start_new_thread = thread_module._original_start_new_thread = thread_module.start_new_thread
+    else:
+        _original_start_new_thread = thread_module._original_start_new_thread
+
+    class ClassWithPydevStartNewThread:
+
+        def pydev_start_new_thread(self, function, args=(), kwargs={}):
+            '''
+            We need to replace the original thread_module.start_new_thread with this function so that threads started
+            through it and not through the threading module are properly traced.
+            '''
+            return _original_start_new_thread(_UseNewThreadStartup(function, args, kwargs), ())
+
+    # This is a hack for the situation where the thread_module.start_new_thread is declared inside a class, such as the one below
+    # class F(object):
+    #    start_new_thread = thread_module.start_new_thread
+    #
+    #    def start_it(self):
+    #        self.start_new_thread(self.function, args, kwargs)
+    # So, if it's an already bound method, calling self.start_new_thread won't really receive a different 'self' -- it
+    # does work in the default case because in builtins self isn't passed either.
+    pydev_start_new_thread = ClassWithPydevStartNewThread().pydev_start_new_thread
+
+    try:
+        # We need to replace the original thread_module.start_new_thread with this function so that threads started through
+        # it and not through the threading module are properly traced.
+        if thread_module is threading:
+            thread_module._start_new_thread = pydev_start_new_thread
+        else:
+            thread_module.start_new_thread = pydev_start_new_thread
+            thread_module.start_new = pydev_start_new_thread
+    except:
+        pass
+
+
+def patch_thread_modules():
+    for t in threading_modules_to_patch:
+        patch_thread_module(t)
+
+
+def undo_patch_thread_modules():
+    for t in threading_modules_to_patch:
+        try:
+            t.start_new_thread = t._original_start_new_thread
+        except:
+            pass
+
+        try:
+            t.start_new = t._original_start_new_thread
+        except:
+            pass
+
+        try:
+            t._start_new_thread = t._original_start_new_thread
+        except:
+            pass
+
+
+def disable_trace_thread_modules():
+    '''
+    Can be used to temporarily stop tracing threads created with thread.start_new_thread.
+    '''
+    global _UseNewThreadStartup
+    _UseNewThreadStartup = _NewThreadStartupWithoutTrace
+
+
+def enable_trace_thread_modules():
+    '''
+    Can be used to start tracing threads created with thread.start_new_thread again.
+    '''
+    global _UseNewThreadStartup
+    _UseNewThreadStartup = _NewThreadStartupWithTrace
+
+
+def get_original_start_new_thread(threading_module):
+    try:
+        return threading_module._original_start_new_thread
+    except:
+        return threading_module.start_new_thread
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_monkey_qt.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_monkey_qt.py
new file mode 100644
index 0000000..e348b84
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_monkey_qt.py
@@ -0,0 +1,216 @@
+from __future__ import nested_scopes
+
+from _pydev_bundle._pydev_saved_modules import threading
+import os
+from _pydev_bundle import pydev_log
+
+
+def set_trace_in_qt():
+    from _pydevd_bundle.pydevd_comm import get_global_debugger
+    py_db = get_global_debugger()
+    if py_db is not None:
+        threading.current_thread()  # Create the dummy thread for qt.
+        py_db.enable_tracing()
+
+
+_patched_qt = False
+
+
+def patch_qt(qt_support_mode):
+    '''
+    This method patches qt (PySide2, PySide, PyQt4, PyQt5) so that we have hooks to set the tracing for QThread.
+    '''
+    if not qt_support_mode:
+        return
+
+    if qt_support_mode is True or qt_support_mode == 'True':
+        # do not break backward compatibility
+        qt_support_mode = 'auto'
+
+    if qt_support_mode == 'auto':
+        qt_support_mode = os.getenv('PYDEVD_PYQT_MODE', 'auto')
+
+    # Avoid patching more than once
+    global _patched_qt
+    if _patched_qt:
+        return
+
+    pydev_log.debug('Qt support mode: %s', qt_support_mode)
+
+    _patched_qt = True
+
+    if qt_support_mode == 'auto':
+
+        patch_qt_on_import = None
+        try:
+            import PySide2  # @UnresolvedImport @UnusedImport
+            qt_support_mode = 'pyside2'
+        except:
+            try:
+                import Pyside  # @UnresolvedImport @UnusedImport
+                qt_support_mode = 'pyside'
+            except:
+                try:
+                    import PyQt5  # @UnresolvedImport @UnusedImport
+                    qt_support_mode = 'pyqt5'
+                except:
+                    try:
+                        import PyQt4  # @UnresolvedImport @UnusedImport
+                        qt_support_mode = 'pyqt4'
+                    except:
+                        return
+
+    if qt_support_mode == 'pyside2':
+        try:
+            import PySide2.QtCore  # @UnresolvedImport
+            _internal_patch_qt(PySide2.QtCore, qt_support_mode)
+        except:
+            return
+
+    elif qt_support_mode == 'pyside':
+        try:
+            import PySide.QtCore  # @UnresolvedImport
+            _internal_patch_qt(PySide.QtCore, qt_support_mode)
+        except:
+            return
+
+    elif qt_support_mode == 'pyqt5':
+        try:
+            import PyQt5.QtCore  # @UnresolvedImport
+            _internal_patch_qt(PyQt5.QtCore)
+        except:
+            return
+
+    elif qt_support_mode == 'pyqt4':
+        # Ok, we have an issue here:
+        # PyDev-452: Selecting PyQT API version using sip.setapi fails in debug mode
+        # http://pyqt.sourceforge.net/Docs/PyQt4/incompatible_apis.html
+        # Mostly, if the user uses a different API version (i.e.: v2 instead of v1),
+        # that has to be done before importing PyQt4 modules (PySide/PyQt5 don't have this issue
+        # as they only implements v2).
+        patch_qt_on_import = 'PyQt4'
+
+        def get_qt_core_module():
+            import PyQt4.QtCore  # @UnresolvedImport
+            return PyQt4.QtCore
+
+        _patch_import_to_patch_pyqt_on_import(patch_qt_on_import, get_qt_core_module)
+
+    else:
+        raise ValueError('Unexpected qt support mode: %s' % (qt_support_mode,))
+
+
+def _patch_import_to_patch_pyqt_on_import(patch_qt_on_import, get_qt_core_module):
+    # I don't like this approach very much as we have to patch __import__, but I like even less
+    # asking the user to configure something in the client side...
+    # So, our approach is to patch PyQt4 right before the user tries to import it (at which
+    # point he should've set the sip api version properly already anyways).
+
+    pydev_log.debug('Setting up Qt post-import monkeypatch.')
+
+    dotted = patch_qt_on_import + '.'
+    original_import = __import__
+
+    from _pydev_bundle._pydev_sys_patch import patch_sys_module, patch_reload, cancel_patches_in_sys_module
+
+    patch_sys_module()
+    patch_reload()
+
+    def patched_import(name, *args, **kwargs):
+        if patch_qt_on_import == name or name.startswith(dotted):
+            builtins.__import__ = original_import
+            cancel_patches_in_sys_module()
+            _internal_patch_qt(get_qt_core_module())  # Patch it only when the user would import the qt module
+        return original_import(name, *args, **kwargs)
+
+    import builtins  # Py3
+
+    builtins.__import__ = patched_import
+
+
+def _internal_patch_qt(QtCore, qt_support_mode='auto'):
+    pydev_log.debug('Patching Qt: %s', QtCore)
+
+    _original_thread_init = QtCore.QThread.__init__
+    _original_runnable_init = QtCore.QRunnable.__init__
+    _original_QThread = QtCore.QThread
+
+    class FuncWrapper:
+
+        def __init__(self, original):
+            self._original = original
+
+        def __call__(self, *args, **kwargs):
+            set_trace_in_qt()
+            return self._original(*args, **kwargs)
+
+    class StartedSignalWrapper(QtCore.QObject):  # Wrapper for the QThread.started signal
+
+        try:
+            _signal = QtCore.Signal()  # @UndefinedVariable
+        except:
+            _signal = QtCore.pyqtSignal()  # @UndefinedVariable
+
+        def __init__(self, thread, original_started):
+            QtCore.QObject.__init__(self)
+            self.thread = thread
+            self.original_started = original_started
+            if qt_support_mode in ('pyside', 'pyside2'):
+                self._signal = original_started
+            else:
+                self._signal.connect(self._on_call)
+                self.original_started.connect(self._signal)
+
+        def connect(self, func, *args, **kwargs):
+            if qt_support_mode in ('pyside', 'pyside2'):
+                return self._signal.connect(FuncWrapper(func), *args, **kwargs)
+            else:
+                return self._signal.connect(func, *args, **kwargs)
+
+        def disconnect(self, *args, **kwargs):
+            return self._signal.disconnect(*args, **kwargs)
+
+        def emit(self, *args, **kwargs):
+            return self._signal.emit(*args, **kwargs)
+
+        def _on_call(self, *args, **kwargs):
+            set_trace_in_qt()
+
+    class ThreadWrapper(QtCore.QThread):  # Wrapper for QThread
+
+        def __init__(self, *args, **kwargs):
+            _original_thread_init(self, *args, **kwargs)
+
+            # In PyQt5 the program hangs when we try to call original run method of QThread class.
+            # So we need to distinguish instances of QThread class and instances of QThread inheritors.
+            if self.__class__.run == _original_QThread.run:
+                self.run = self._exec_run
+            else:
+                self._original_run = self.run
+                self.run = self._new_run
+            self._original_started = self.started
+            self.started = StartedSignalWrapper(self, self.started)
+
+        def _exec_run(self):
+            set_trace_in_qt()
+            self.exec_()
+            return None
+
+        def _new_run(self):
+            set_trace_in_qt()
+            return self._original_run()
+
+    class RunnableWrapper(QtCore.QRunnable):  # Wrapper for QRunnable
+
+        def __init__(self, *args, **kwargs):
+            _original_runnable_init(self, *args, **kwargs)
+
+            self._original_run = self.run
+            self.run = self._new_run
+
+        def _new_run(self):
+            set_trace_in_qt()
+            return self._original_run()
+
+    QtCore.QThread = ThreadWrapper
+    QtCore.QRunnable = RunnableWrapper
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_override.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_override.py
new file mode 120000
index 0000000..08eec60
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_override.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/94/bd/ed/1929d0b338b3b5bc9e3f2ae4f5ebbec66800594d98430c6dbf6b77b68e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_umd.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_umd.py
new file mode 100644
index 0000000..134ce4c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_umd.py
@@ -0,0 +1,180 @@
+"""
+The UserModuleDeleter and runfile methods are copied from
+Spyder and carry their own license agreement.
+http://code.google.com/p/spyderlib/source/browse/spyderlib/widgets/externalshell/sitecustomize.py
+
+Spyder License Agreement (MIT License)
+--------------------------------------
+
+Copyright (c) 2009-2012 Pierre Raybaut
+
+Permission is hereby granted, free of charge, to any person
+obtaining a copy of this software and associated documentation
+files (the "Software"), to deal in the Software without
+restriction, including without limitation the rights to use,
+copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the
+Software is furnished to do so, subject to the following
+conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+OTHER DEALINGS IN THE SOFTWARE.
+"""
+
+import sys
+import os
+from _pydev_bundle._pydev_execfile import execfile
+
+
+# The following classes and functions are mainly intended to be used from
+# an interactive Python session
+class UserModuleDeleter:
+    """
+    User Module Deleter (UMD) aims at deleting user modules
+    to force Python to deeply reload them during import
+
+    pathlist [list]: ignore list in terms of module path
+    namelist [list]: ignore list in terms of module name
+    """
+
+    def __init__(self, namelist=None, pathlist=None):
+        if namelist is None:
+            namelist = []
+        self.namelist = namelist
+        if pathlist is None:
+            pathlist = []
+        self.pathlist = pathlist
+        try:
+            # ignore all files in org.python.pydev/pysrc
+            import pydev_pysrc, inspect
+            self.pathlist.append(os.path.dirname(pydev_pysrc.__file__))
+        except:
+            pass
+        self.previous_modules = list(sys.modules.keys())
+
+    def is_module_ignored(self, modname, modpath):
+        for path in [sys.prefix] + self.pathlist:
+            if modpath.startswith(path):
+                return True
+        else:
+            return set(modname.split('.')) & set(self.namelist)
+
+    def run(self, verbose=False):
+        """
+        Del user modules to force Python to deeply reload them
+
+        Do not del modules which are considered as system modules, i.e.
+        modules installed in subdirectories of Python interpreter's binary
+        Do not del C modules
+        """
+        log = []
+        modules_copy = dict(sys.modules)
+        for modname, module in modules_copy.items():
+            if modname == 'aaaaa':
+                print(modname, module)
+                print(self.previous_modules)
+            if modname not in self.previous_modules:
+                modpath = getattr(module, '__file__', None)
+                if modpath is None:
+                    # *module* is a C module that is statically linked into the
+                    # interpreter. There is no way to know its path, so we
+                    # choose to ignore it.
+                    continue
+                if not self.is_module_ignored(modname, modpath):
+                    log.append(modname)
+                    del sys.modules[modname]
+        if verbose and log:
+            print("\x1b[4;33m%s\x1b[24m%s\x1b[0m" % ("UMD has deleted",
+                                                     ": " + ", ".join(log)))
+
+
+__umd__ = None
+
+_get_globals_callback = None
+
+
+def _set_globals_function(get_globals):
+    global _get_globals_callback
+    _get_globals_callback = get_globals
+
+
+def _get_globals():
+    """Return current Python interpreter globals namespace"""
+    if _get_globals_callback is not None:
+        return _get_globals_callback()
+    else:
+        try:
+            from __main__ import __dict__ as namespace
+        except ImportError:
+            try:
+                # The import fails on IronPython
+                import __main__
+                namespace = __main__.__dict__
+            except:
+                namespace
+        shell = namespace.get('__ipythonshell__')
+        if shell is not None and hasattr(shell, 'user_ns'):
+            # IPython 0.12+ kernel
+            return shell.user_ns
+        else:
+            # Python interpreter
+            return namespace
+        return namespace
+
+
+def runfile(filename, args=None, wdir=None, namespace=None):
+    """
+    Run filename
+    args: command line arguments (string)
+    wdir: working directory
+    """
+    try:
+        if hasattr(filename, 'decode'):
+            filename = filename.decode('utf-8')
+    except (UnicodeError, TypeError):
+        pass
+    global __umd__
+    if os.environ.get("PYDEV_UMD_ENABLED", "").lower() == "true":
+        if __umd__ is None:
+            namelist = os.environ.get("PYDEV_UMD_NAMELIST", None)
+            if namelist is not None:
+                namelist = namelist.split(',')
+            __umd__ = UserModuleDeleter(namelist=namelist)
+        else:
+            verbose = os.environ.get("PYDEV_UMD_VERBOSE", "").lower() == "true"
+            __umd__.run(verbose=verbose)
+    if args is not None and not isinstance(args, (bytes, str)):
+        raise TypeError("expected a character buffer object")
+    if namespace is None:
+        namespace = _get_globals()
+    if '__file__' in namespace:
+        old_file = namespace['__file__']
+    else:
+        old_file = None
+    namespace['__file__'] = filename
+    sys.argv = [filename]
+    if args is not None:
+        for arg in args.split():
+            sys.argv.append(arg)
+    if wdir is not None:
+        try:
+            if hasattr(wdir, 'decode'):
+                wdir = wdir.decode('utf-8')
+        except (UnicodeError, TypeError):
+            pass
+        os.chdir(wdir)
+    execfile(filename, namespace)
+    sys.argv = ['']
+    if old_file is None:
+        del namespace['__file__']
+    else:
+        namespace['__file__'] = old_file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_versioncheck.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_versioncheck.py
new file mode 120000
index 0000000..7a702e5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_bundle/pydev_versioncheck.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/56/91/a9/d5265e0cc3e29adfbee5dabb2c37c1ea62b23c645c02c4140b0b851eec
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/__init__.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/__init__.py
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/__pycache__/__init__.cpython-38.pyc
new file mode 100644
index 0000000..d2be3b5
Binary files /dev/null and b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/__pycache__/__init__.cpython-38.pyc differ
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/__pycache__/pydev_runfiles.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/__pycache__/pydev_runfiles.cpython-38.pyc
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles.py
@@ -0,0 +1,857 @@
+from __future__ import nested_scopes
+
+import fnmatch
+import os.path
+from _pydev_runfiles.pydev_runfiles_coverage import start_coverage_support
+from _pydevd_bundle.pydevd_constants import *  # @UnusedWildImport
+import re
+import time
+
+
+#=======================================================================================================================
+# Configuration
+#=======================================================================================================================
+class Configuration:
+
+    def __init__(
+        self,
+        files_or_dirs='',
+        verbosity=2,
+        include_tests=None,
+        tests=None,
+        port=None,
+        files_to_tests=None,
+        jobs=1,
+        split_jobs='tests',
+        coverage_output_dir=None,
+        coverage_include=None,
+        coverage_output_file=None,
+        exclude_files=None,
+        exclude_tests=None,
+        include_files=None,
+        django=False,
+        ):
+        self.files_or_dirs = files_or_dirs
+        self.verbosity = verbosity
+        self.include_tests = include_tests
+        self.tests = tests
+        self.port = port
+        self.files_to_tests = files_to_tests
+        self.jobs = jobs
+        self.split_jobs = split_jobs
+        self.django = django
+
+        if include_tests:
+            assert isinstance(include_tests, (list, tuple))
+
+        if exclude_files:
+            assert isinstance(exclude_files, (list, tuple))
+
+        if exclude_tests:
+            assert isinstance(exclude_tests, (list, tuple))
+
+        self.exclude_files = exclude_files
+        self.include_files = include_files
+        self.exclude_tests = exclude_tests
+
+        self.coverage_output_dir = coverage_output_dir
+        self.coverage_include = coverage_include
+        self.coverage_output_file = coverage_output_file
+
+    def __str__(self):
+        return '''Configuration
+ - files_or_dirs: %s
+ - verbosity: %s
+ - tests: %s
+ - port: %s
+ - files_to_tests: %s
+ - jobs: %s
+ - split_jobs: %s
+
+ - include_files: %s
+ - include_tests: %s
+
+ - exclude_files: %s
+ - exclude_tests: %s
+
+ - coverage_output_dir: %s
+ - coverage_include_dir: %s
+ - coverage_output_file: %s
+
+ - django: %s
+''' % (
+        self.files_or_dirs,
+        self.verbosity,
+        self.tests,
+        self.port,
+        self.files_to_tests,
+        self.jobs,
+        self.split_jobs,
+
+        self.include_files,
+        self.include_tests,
+
+        self.exclude_files,
+        self.exclude_tests,
+
+        self.coverage_output_dir,
+        self.coverage_include,
+        self.coverage_output_file,
+
+        self.django,
+    )
+
+
+#=======================================================================================================================
+# parse_cmdline
+#=======================================================================================================================
+def parse_cmdline(argv=None):
+    """
+    Parses command line and returns test directories, verbosity, test filter and test suites
+
+    usage:
+        runfiles.py  -v|--verbosity <level>  -t|--tests <Test.test1,Test2>  dirs|files
+
+    Multiprocessing options:
+    jobs=number (with the number of jobs to be used to run the tests)
+    split_jobs='module'|'tests'
+        if == module, a given job will always receive all the tests from a module
+        if == tests, the tests will be split independently of their originating module (default)
+
+    --exclude_files  = comma-separated list of patterns with files to exclude (fnmatch style)
+    --include_files = comma-separated list of patterns with files to include (fnmatch style)
+    --exclude_tests = comma-separated list of patterns with test names to exclude (fnmatch style)
+
+    Note: if --tests is given, --exclude_files, --include_files and --exclude_tests are ignored!
+    """
+    if argv is None:
+        argv = sys.argv
+
+    verbosity = 2
+    include_tests = None
+    tests = None
+    port = None
+    jobs = 1
+    split_jobs = 'tests'
+    files_to_tests = {}
+    coverage_output_dir = None
+    coverage_include = None
+    exclude_files = None
+    exclude_tests = None
+    include_files = None
+    django = False
+
+    from _pydev_bundle._pydev_getopt import gnu_getopt
+    optlist, dirs = gnu_getopt(
+        argv[1:], "",
+        [
+            "verbosity=",
+            "tests=",
+
+            "port=",
+            "config_file=",
+
+            "jobs=",
+            "split_jobs=",
+
+            "include_tests=",
+            "include_files=",
+
+            "exclude_files=",
+            "exclude_tests=",
+
+            "coverage_output_dir=",
+            "coverage_include=",
+
+            "django="
+        ]
+    )
+
+    for opt, value in optlist:
+        if opt in ("-v", "--verbosity"):
+            verbosity = value
+
+        elif opt in ("-p", "--port"):
+            port = int(value)
+
+        elif opt in ("-j", "--jobs"):
+            jobs = int(value)
+
+        elif opt in ("-s", "--split_jobs"):
+            split_jobs = value
+            if split_jobs not in ('module', 'tests'):
+                raise AssertionError('Expected split to be either "module" or "tests". Was :%s' % (split_jobs,))
+
+        elif opt in ("-d", "--coverage_output_dir",):
+            coverage_output_dir = value.strip()
+
+        elif opt in ("-i", "--coverage_include",):
+            coverage_include = value.strip()
+
+        elif opt in ("-I", "--include_tests"):
+            include_tests = value.split(',')
+
+        elif opt in ("-E", "--exclude_files"):
+            exclude_files = value.split(',')
+
+        elif opt in ("-F", "--include_files"):
+            include_files = value.split(',')
+
+        elif opt in ("-e", "--exclude_tests"):
+            exclude_tests = value.split(',')
+
+        elif opt in ("-t", "--tests"):
+            tests = value.split(',')
+
+        elif opt in ("--django",):
+            django = value.strip() in ['true', 'True', '1']
+
+        elif opt in ("-c", "--config_file"):
+            config_file = value.strip()
+            if os.path.exists(config_file):
+                f = open(config_file, 'r')
+                try:
+                    config_file_contents = f.read()
+                finally:
+                    f.close()
+
+                if config_file_contents:
+                    config_file_contents = config_file_contents.strip()
+
+                if config_file_contents:
+                    for line in config_file_contents.splitlines():
+                        file_and_test = line.split('|')
+                        if len(file_and_test) == 2:
+                            file, test = file_and_test
+                            if file in files_to_tests:
+                                files_to_tests[file].append(test)
+                            else:
+                                files_to_tests[file] = [test]
+
+            else:
+                sys.stderr.write('Could not find config file: %s\n' % (config_file,))
+
+    if type([]) != type(dirs):
+        dirs = [dirs]
+
+    ret_dirs = []
+    for d in dirs:
+        if '|' in d:
+            # paths may come from the ide separated by |
+            ret_dirs.extend(d.split('|'))
+        else:
+            ret_dirs.append(d)
+
+    verbosity = int(verbosity)
+
+    if tests:
+        if verbosity > 4:
+            sys.stdout.write('--tests provided. Ignoring --exclude_files, --exclude_tests and --include_files\n')
+        exclude_files = exclude_tests = include_files = None
+
+    config = Configuration(
+        ret_dirs,
+        verbosity,
+        include_tests,
+        tests,
+        port,
+        files_to_tests,
+        jobs,
+        split_jobs,
+        coverage_output_dir,
+        coverage_include,
+        exclude_files=exclude_files,
+        exclude_tests=exclude_tests,
+        include_files=include_files,
+        django=django,
+    )
+
+    if verbosity > 5:
+        sys.stdout.write(str(config) + '\n')
+    return config
+
+
+#=======================================================================================================================
+# PydevTestRunner
+#=======================================================================================================================
+class PydevTestRunner(object):
+    """ finds and runs a file or directory of files as a unit test """
+
+    __py_extensions = ["*.py", "*.pyw"]
+    __exclude_files = ["__init__.*"]
+
+    # Just to check that only this attributes will be written to this file
+    __slots__ = [
+        'verbosity',  # Always used
+
+        'files_to_tests',  # If this one is given, the ones below are not used
+
+        'files_or_dirs',  # Files or directories received in the command line
+        'include_tests',  # The filter used to collect the tests
+        'tests',  # Strings with the tests to be run
+
+        'jobs',  # Integer with the number of jobs that should be used to run the test cases
+        'split_jobs',  # String with 'tests' or 'module' (how should the jobs be split)
+
+        'configuration',
+        'coverage',
+    ]
+
+    def __init__(self, configuration):
+        self.verbosity = configuration.verbosity
+
+        self.jobs = configuration.jobs
+        self.split_jobs = configuration.split_jobs
+
+        files_to_tests = configuration.files_to_tests
+        if files_to_tests:
+            self.files_to_tests = files_to_tests
+            self.files_or_dirs = list(files_to_tests.keys())
+            self.tests = None
+        else:
+            self.files_to_tests = {}
+            self.files_or_dirs = configuration.files_or_dirs
+            self.tests = configuration.tests
+
+        self.configuration = configuration
+        self.__adjust_path()
+
+    def __adjust_path(self):
+        """ add the current file or directory to the python path """
+        path_to_append = None
+        for n in range(len(self.files_or_dirs)):
+            dir_name = self.__unixify(self.files_or_dirs[n])
+            if os.path.isdir(dir_name):
+                if not dir_name.endswith("/"):
+                    self.files_or_dirs[n] = dir_name + "/"
+                path_to_append = os.path.normpath(dir_name)
+            elif os.path.isfile(dir_name):
+                path_to_append = os.path.dirname(dir_name)
+            else:
+                if not os.path.exists(dir_name):
+                    block_line = '*' * 120
+                    sys.stderr.write('\n%s\n* PyDev test runner error: %s does not exist.\n%s\n' % (block_line, dir_name, block_line))
+                    return
+                msg = ("unknown type. \n%s\nshould be file or a directory.\n" % (dir_name))
+                raise RuntimeError(msg)
+        if path_to_append is not None:
+            # Add it as the last one (so, first things are resolved against the default dirs and
+            # if none resolves, then we try a relative import).
+            sys.path.append(path_to_append)
+
+    def __is_valid_py_file(self, fname):
+        """ tests that a particular file contains the proper file extension
+            and is not in the list of files to exclude """
+        is_valid_fname = 0
+        for invalid_fname in self.__class__.__exclude_files:
+            is_valid_fname += int(not fnmatch.fnmatch(fname, invalid_fname))
+        if_valid_ext = 0
+        for ext in self.__class__.__py_extensions:
+            if_valid_ext += int(fnmatch.fnmatch(fname, ext))
+        return is_valid_fname > 0 and if_valid_ext > 0
+
+    def __unixify(self, s):
+        """ stupid windows. converts the backslash to forwardslash for consistency """
+        return os.path.normpath(s).replace(os.sep, "/")
+
+    def __importify(self, s, dir=False):
+        """ turns directory separators into dots and removes the ".py*" extension
+            so the string can be used as import statement """
+        if not dir:
+            dirname, fname = os.path.split(s)
+
+            if fname.count('.') > 1:
+                # if there's a file named xxx.xx.py, it is not a valid module, so, let's not load it...
+                return
+
+            imp_stmt_pieces = [dirname.replace("\\", "/").replace("/", "."), os.path.splitext(fname)[0]]
+
+            if len(imp_stmt_pieces[0]) == 0:
+                imp_stmt_pieces = imp_stmt_pieces[1:]
+
+            return ".".join(imp_stmt_pieces)
+
+        else:  # handle dir
+            return s.replace("\\", "/").replace("/", ".")
+
+    def __add_files(self, pyfiles, root, files):
+        """ if files match, appends them to pyfiles. used by os.path.walk fcn """
+        for fname in files:
+            if self.__is_valid_py_file(fname):
+                name_without_base_dir = self.__unixify(os.path.join(root, fname))
+                pyfiles.append(name_without_base_dir)
+
+    def find_import_files(self):
+        """ return a list of files to import """
+        if self.files_to_tests:
+            pyfiles = self.files_to_tests.keys()
+        else:
+            pyfiles = []
+
+            for base_dir in self.files_or_dirs:
+                if os.path.isdir(base_dir):
+                    for root, dirs, files in os.walk(base_dir):
+                        # Note: handling directories that should be excluded from the search because
+                        # they don't have __init__.py
+                        exclude = {}
+                        for d in dirs:
+                            for init in ['__init__.py', '__init__.pyo', '__init__.pyc', '__init__.pyw', '__init__$py.class']:
+                                if os.path.exists(os.path.join(root, d, init).replace('\\', '/')):
+                                    break
+                            else:
+                                exclude[d] = 1
+
+                        if exclude:
+                            new = []
+                            for d in dirs:
+                                if d not in exclude:
+                                    new.append(d)
+
+                            dirs[:] = new
+
+                        self.__add_files(pyfiles, root, files)
+
+                elif os.path.isfile(base_dir):
+                    pyfiles.append(base_dir)
+
+        if self.configuration.exclude_files or self.configuration.include_files:
+            ret = []
+            for f in pyfiles:
+                add = True
+                basename = os.path.basename(f)
+                if self.configuration.include_files:
+                    add = False
+
+                    for pat in self.configuration.include_files:
+                        if fnmatch.fnmatchcase(basename, pat):
+                            add = True
+                            break
+
+                if not add:
+                    if self.verbosity > 3:
+                        sys.stdout.write('Skipped file: %s (did not match any include_files pattern: %s)\n' % (f, self.configuration.include_files))
+
+                elif self.configuration.exclude_files:
+                    for pat in self.configuration.exclude_files:
+                        if fnmatch.fnmatchcase(basename, pat):
+                            if self.verbosity > 3:
+                                sys.stdout.write('Skipped file: %s (matched exclude_files pattern: %s)\n' % (f, pat))
+
+                            elif self.verbosity > 2:
+                                sys.stdout.write('Skipped file: %s\n' % (f,))
+
+                            add = False
+                            break
+
+                if add:
+                    if self.verbosity > 3:
+                        sys.stdout.write('Adding file: %s for test discovery.\n' % (f,))
+                    ret.append(f)
+
+            pyfiles = ret
+
+        return pyfiles
+
+    def __get_module_from_str(self, modname, print_exception, pyfile):
+        """ Import the module in the given import path.
+            * Returns the "final" module, so importing "coilib40.subject.visu"
+            returns the "visu" module, not the "coilib40" as returned by __import__ """
+        try:
+            mod = __import__(modname)
+            for part in modname.split('.')[1:]:
+                mod = getattr(mod, part)
+            return mod
+        except:
+            if print_exception:
+                from _pydev_runfiles import pydev_runfiles_xml_rpc
+                from _pydevd_bundle import pydevd_io
+                buf_err = pydevd_io.start_redirect(keep_original_redirection=True, std='stderr')
+                buf_out = pydevd_io.start_redirect(keep_original_redirection=True, std='stdout')
+                try:
+                    import traceback;traceback.print_exc()
+                    sys.stderr.write('ERROR: Module: %s could not be imported (file: %s).\n' % (modname, pyfile))
+                finally:
+                    pydevd_io.end_redirect('stderr')
+                    pydevd_io.end_redirect('stdout')
+
+                pydev_runfiles_xml_rpc.notifyTest(
+                    'error', buf_out.getvalue(), buf_err.getvalue(), pyfile, modname, 0)
+
+            return None
+
+    def remove_duplicates_keeping_order(self, seq):
+        seen = set()
+        seen_add = seen.add
+        return [x for x in seq if not (x in seen or seen_add(x))]
+
+    def find_modules_from_files(self, pyfiles):
+        """ returns a list of modules given a list of files """
+        # let's make sure that the paths we want are in the pythonpath...
+        imports = [(s, self.__importify(s)) for s in pyfiles]
+
+        sys_path = [os.path.normpath(path) for path in sys.path]
+        sys_path = self.remove_duplicates_keeping_order(sys_path)
+
+        system_paths = []
+        for s in sys_path:
+            system_paths.append(self.__importify(s, True))
+
+        ret = []
+        for pyfile, imp in imports:
+            if imp is None:
+                continue  # can happen if a file is not a valid module
+            choices = []
+            for s in system_paths:
+                if imp.startswith(s):
+                    add = imp[len(s) + 1:]
+                    if add:
+                        choices.append(add)
+                    # sys.stdout.write(' ' + add + ' ')
+
+            if not choices:
+                sys.stdout.write('PYTHONPATH not found for file: %s\n' % imp)
+            else:
+                for i, import_str in enumerate(choices):
+                    print_exception = i == len(choices) - 1
+                    mod = self.__get_module_from_str(import_str, print_exception, pyfile)
+                    if mod is not None:
+                        ret.append((pyfile, mod, import_str))
+                        break
+
+        return ret
+
+    #===================================================================================================================
+    # GetTestCaseNames
+    #===================================================================================================================
+    class GetTestCaseNames:
+        """Yes, we need a class for that (cannot use outer context on jython 2.1)"""
+
+        def __init__(self, accepted_classes, accepted_methods):
+            self.accepted_classes = accepted_classes
+            self.accepted_methods = accepted_methods
+
+        def __call__(self, testCaseClass):
+            """Return a sorted sequence of method names found within testCaseClass"""
+            testFnNames = []
+            className = testCaseClass.__name__
+
+            if className in self.accepted_classes:
+                for attrname in dir(testCaseClass):
+                    # If a class is chosen, we select all the 'test' methods'
+                    if attrname.startswith('test') and hasattr(getattr(testCaseClass, attrname), '__call__'):
+                        testFnNames.append(attrname)
+
+            else:
+                for attrname in dir(testCaseClass):
+                    # If we have the class+method name, we must do a full check and have an exact match.
+                    if className + '.' + attrname in self.accepted_methods:
+                        if hasattr(getattr(testCaseClass, attrname), '__call__'):
+                            testFnNames.append(attrname)
+
+            # sorted() is not available in jython 2.1
+            testFnNames.sort()
+            return testFnNames
+
+    def _decorate_test_suite(self, suite, pyfile, module_name):
+        import unittest
+        if isinstance(suite, unittest.TestSuite):
+            add = False
+            suite.__pydev_pyfile__ = pyfile
+            suite.__pydev_module_name__ = module_name
+
+            for t in suite._tests:
+                t.__pydev_pyfile__ = pyfile
+                t.__pydev_module_name__ = module_name
+                if self._decorate_test_suite(t, pyfile, module_name):
+                    add = True
+
+            return add
+
+        elif isinstance(suite, unittest.TestCase):
+            return True
+
+        else:
+            return False
+
+    def find_tests_from_modules(self, file_and_modules_and_module_name):
+        """ returns the unittests given a list of modules """
+        # Use our own suite!
+        from _pydev_runfiles import pydev_runfiles_unittest
+        import unittest
+        unittest.TestLoader.suiteClass = pydev_runfiles_unittest.PydevTestSuite
+        loader = unittest.TestLoader()
+
+        ret = []
+        if self.files_to_tests:
+            for pyfile, m, module_name in file_and_modules_and_module_name:
+                accepted_classes = {}
+                accepted_methods = {}
+                tests = self.files_to_tests[pyfile]
+                for t in tests:
+                    accepted_methods[t] = t
+
+                loader.getTestCaseNames = self.GetTestCaseNames(accepted_classes, accepted_methods)
+
+                suite = loader.loadTestsFromModule(m)
+                if self._decorate_test_suite(suite, pyfile, module_name):
+                    ret.append(suite)
+            return ret
+
+        if self.tests:
+            accepted_classes = {}
+            accepted_methods = {}
+
+            for t in self.tests:
+                splitted = t.split('.')
+                if len(splitted) == 1:
+                    accepted_classes[t] = t
+
+                elif len(splitted) == 2:
+                    accepted_methods[t] = t
+
+            loader.getTestCaseNames = self.GetTestCaseNames(accepted_classes, accepted_methods)
+
+        for pyfile, m, module_name in file_and_modules_and_module_name:
+            suite = loader.loadTestsFromModule(m)
+            if self._decorate_test_suite(suite, pyfile, module_name):
+                ret.append(suite)
+
+        return ret
+
+    def filter_tests(self, test_objs, internal_call=False):
+        """ based on a filter name, only return those tests that have
+            the test case names that match """
+        import unittest
+        if not internal_call:
+            if not self.configuration.include_tests and not self.tests and not self.configuration.exclude_tests:
+                # No need to filter if we have nothing to filter!
+                return test_objs
+
+            if self.verbosity > 1:
+                if self.configuration.include_tests:
+                    sys.stdout.write('Tests to include: %s\n' % (self.configuration.include_tests,))
+
+                if self.tests:
+                    sys.stdout.write('Tests to run: %s\n' % (self.tests,))
+
+                if self.configuration.exclude_tests:
+                    sys.stdout.write('Tests to exclude: %s\n' % (self.configuration.exclude_tests,))
+
+        test_suite = []
+        for test_obj in test_objs:
+
+            if isinstance(test_obj, unittest.TestSuite):
+                # Note: keep the suites as they are and just 'fix' the tests (so, don't use the iter_tests).
+                if test_obj._tests:
+                    test_obj._tests = self.filter_tests(test_obj._tests, True)
+                    if test_obj._tests:  # Only add the suite if we still have tests there.
+                        test_suite.append(test_obj)
+
+            elif isinstance(test_obj, unittest.TestCase):
+                try:
+                    testMethodName = test_obj._TestCase__testMethodName
+                except AttributeError:
+                    # changed in python 2.5
+                    testMethodName = test_obj._testMethodName
+
+                add = True
+                if self.configuration.exclude_tests:
+                    for pat in self.configuration.exclude_tests:
+                        if fnmatch.fnmatchcase(testMethodName, pat):
+                            if self.verbosity > 3:
+                                sys.stdout.write('Skipped test: %s (matched exclude_tests pattern: %s)\n' % (testMethodName, pat))
+
+                            elif self.verbosity > 2:
+                                sys.stdout.write('Skipped test: %s\n' % (testMethodName,))
+
+                            add = False
+                            break
+
+                if add:
+                    if self.__match_tests(self.tests, test_obj, testMethodName):
+                        include = True
+                        if self.configuration.include_tests:
+                            include = False
+                            for pat in self.configuration.include_tests:
+                                if fnmatch.fnmatchcase(testMethodName, pat):
+                                    include = True
+                                    break
+                        if include:
+                            test_suite.append(test_obj)
+                        else:
+                            if self.verbosity > 3:
+                                sys.stdout.write('Skipped test: %s (did not match any include_tests pattern %s)\n' % (
+                                    testMethodName, self.configuration.include_tests,))
+        return test_suite
+
+    def iter_tests(self, test_objs):
+        # Note: not using yield because of Jython 2.1.
+        import unittest
+        tests = []
+        for test_obj in test_objs:
+            if isinstance(test_obj, unittest.TestSuite):
+                tests.extend(self.iter_tests(test_obj._tests))
+
+            elif isinstance(test_obj, unittest.TestCase):
+                tests.append(test_obj)
+        return tests
+
+    def list_test_names(self, test_objs):
+        names = []
+        for tc in self.iter_tests(test_objs):
+            try:
+                testMethodName = tc._TestCase__testMethodName
+            except AttributeError:
+                # changed in python 2.5
+                testMethodName = tc._testMethodName
+            names.append(testMethodName)
+        return names
+
+    def __match_tests(self, tests, test_case, test_method_name):
+        if not tests:
+            return 1
+
+        for t in tests:
+            class_and_method = t.split('.')
+            if len(class_and_method) == 1:
+                # only class name
+                if class_and_method[0] == test_case.__class__.__name__:
+                    return 1
+
+            elif len(class_and_method) == 2:
+                if class_and_method[0] == test_case.__class__.__name__ and class_and_method[1] == test_method_name:
+                    return 1
+
+        return 0
+
+    def __match(self, filter_list, name):
+        """ returns whether a test name matches the test filter """
+        if filter_list is None:
+            return 1
+        for f in filter_list:
+            if re.match(f, name):
+                return 1
+        return 0
+
+    def run_tests(self, handle_coverage=True):
+        """ runs all tests """
+        sys.stdout.write("Finding files... ")
+        files = self.find_import_files()
+        if self.verbosity > 3:
+            sys.stdout.write('%s ... done.\n' % (self.files_or_dirs))
+        else:
+            sys.stdout.write('done.\n')
+        sys.stdout.write("Importing test modules ... ")
+
+        if handle_coverage:
+            coverage_files, coverage = start_coverage_support(self.configuration)
+
+        file_and_modules_and_module_name = self.find_modules_from_files(files)
+        sys.stdout.write("done.\n")
+
+        all_tests = self.find_tests_from_modules(file_and_modules_and_module_name)
+        all_tests = self.filter_tests(all_tests)
+
+        from _pydev_runfiles import pydev_runfiles_unittest
+        test_suite = pydev_runfiles_unittest.PydevTestSuite(all_tests)
+        from _pydev_runfiles import pydev_runfiles_xml_rpc
+        pydev_runfiles_xml_rpc.notifyTestsCollected(test_suite.countTestCases())
+
+        start_time = time.time()
+
+        def run_tests():
+            executed_in_parallel = False
+            if self.jobs > 1:
+                from _pydev_runfiles import pydev_runfiles_parallel
+
+                # What may happen is that the number of jobs needed is lower than the number of jobs requested
+                # (e.g.: 2 jobs were requested for running 1 test) -- in which case execute_tests_in_parallel will
+                # return False and won't run any tests.
+                executed_in_parallel = pydev_runfiles_parallel.execute_tests_in_parallel(
+                    all_tests, self.jobs, self.split_jobs, self.verbosity, coverage_files, self.configuration.coverage_include)
+
+            if not executed_in_parallel:
+                # If in coverage, we don't need to pass anything here (coverage is already enabled for this execution).
+                runner = pydev_runfiles_unittest.PydevTextTestRunner(stream=sys.stdout, descriptions=1, verbosity=self.verbosity)
+                sys.stdout.write('\n')
+                runner.run(test_suite)
+
+        if self.configuration.django:
+            get_django_test_suite_runner()(run_tests).run_tests([])
+        else:
+            run_tests()
+
+        if handle_coverage:
+            coverage.stop()
+            coverage.save()
+
+        total_time = 'Finished in: %.2f secs.' % (time.time() - start_time,)
+        pydev_runfiles_xml_rpc.notifyTestRunFinished(total_time)
+
+
+DJANGO_TEST_SUITE_RUNNER = None
+
+
+def get_django_test_suite_runner():
+    global DJANGO_TEST_SUITE_RUNNER
+    if DJANGO_TEST_SUITE_RUNNER:
+        return DJANGO_TEST_SUITE_RUNNER
+    try:
+        # django >= 1.8
+        import django
+        from django.test.runner import DiscoverRunner
+
+        class MyDjangoTestSuiteRunner(DiscoverRunner):
+
+            def __init__(self, on_run_suite):
+                django.setup()
+                DiscoverRunner.__init__(self)
+                self.on_run_suite = on_run_suite
+
+            def build_suite(self, *args, **kwargs):
+                pass
+
+            def suite_result(self, *args, **kwargs):
+                pass
+
+            def run_suite(self, *args, **kwargs):
+                self.on_run_suite()
+
+    except:
+        # django < 1.8
+        try:
+            from django.test.simple import DjangoTestSuiteRunner
+        except:
+
+            class DjangoTestSuiteRunner:
+
+                def __init__(self):
+                    pass
+
+                def run_tests(self, *args, **kwargs):
+                    raise AssertionError("Unable to run suite with django.test.runner.DiscoverRunner nor django.test.simple.DjangoTestSuiteRunner because it couldn't be imported.")
+
+        class MyDjangoTestSuiteRunner(DjangoTestSuiteRunner):
+
+            def __init__(self, on_run_suite):
+                DjangoTestSuiteRunner.__init__(self)
+                self.on_run_suite = on_run_suite
+
+            def build_suite(self, *args, **kwargs):
+                pass
+
+            def suite_result(self, *args, **kwargs):
+                pass
+
+            def run_suite(self, *args, **kwargs):
+                self.on_run_suite()
+
+    DJANGO_TEST_SUITE_RUNNER = MyDjangoTestSuiteRunner
+    return DJANGO_TEST_SUITE_RUNNER
+
+
+#=======================================================================================================================
+# main
+#=======================================================================================================================
+def main(configuration):
+    PydevTestRunner(configuration).run_tests()
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_coverage.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_coverage.py
new file mode 120000
index 0000000..7e84f55
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_coverage.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b1/68/c0/446b75fb84995d80cd54c2f6d1b59ddc8046e6cb4f82ced0dc29b8b9bf
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_nose.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_nose.py
new file mode 100644
index 0000000..20ea5b2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_nose.py
@@ -0,0 +1,207 @@
+from nose.plugins.multiprocess import MultiProcessTestRunner  # @UnresolvedImport
+from nose.plugins.base import Plugin  # @UnresolvedImport
+import sys
+from _pydev_runfiles import pydev_runfiles_xml_rpc
+import time
+from _pydev_runfiles.pydev_runfiles_coverage import start_coverage_support
+from contextlib import contextmanager
+from io import StringIO
+import traceback
+
+
+#=======================================================================================================================
+# PydevPlugin
+#=======================================================================================================================
+class PydevPlugin(Plugin):
+
+    def __init__(self, configuration):
+        self.configuration = configuration
+        Plugin.__init__(self)
+
+    def begin(self):
+        # Called before any test is run (it's always called, with multiprocess or not)
+        self.start_time = time.time()
+        self.coverage_files, self.coverage = start_coverage_support(self.configuration)
+
+    def finalize(self, result):
+        # Called after all tests are run (it's always called, with multiprocess or not)
+        self.coverage.stop()
+        self.coverage.save()
+
+        pydev_runfiles_xml_rpc.notifyTestRunFinished('Finished in: %.2f secs.' % (time.time() - self.start_time,))
+
+    #===================================================================================================================
+    # Methods below are not called with multiprocess (so, we monkey-patch MultiProcessTestRunner.consolidate
+    # so that they're called, but unfortunately we loose some info -- i.e.: the time for each test in this
+    # process).
+    #===================================================================================================================
+
+    class Sentinel(object):
+        pass
+
+    @contextmanager
+    def _without_user_address(self, test):
+        # #PyDev-1095: Conflict between address in test and test.address() in PydevPlugin().report_cond()
+        user_test_instance = test.test
+        user_address = self.Sentinel
+        user_class_address = self.Sentinel
+        try:
+            if 'address' in user_test_instance.__dict__:
+                user_address = user_test_instance.__dict__.pop('address')
+        except:
+            # Just ignore anything here.
+            pass
+        try:
+            user_class_address = user_test_instance.__class__.address
+            del user_test_instance.__class__.address
+        except:
+            # Just ignore anything here.
+            pass
+
+        try:
+            yield
+        finally:
+            if user_address is not self.Sentinel:
+                user_test_instance.__dict__['address'] = user_address
+
+            if user_class_address is not self.Sentinel:
+                user_test_instance.__class__.address = user_class_address
+
+    def _get_test_address(self, test):
+        try:
+            if hasattr(test, 'address'):
+                with self._without_user_address(test):
+                    address = test.address()
+
+                # test.address() is something as:
+                # ('D:\\workspaces\\temp\\test_workspace\\pytesting1\\src\\mod1\\hello.py', 'mod1.hello', 'TestCase.testMet1')
+                #
+                # and we must pass: location, test
+                #    E.g.: ['D:\\src\\mod1\\hello.py', 'TestCase.testMet1']
+                address = address[0], address[2]
+            else:
+                # multiprocess
+                try:
+                    address = test[0], test[1]
+                except TypeError:
+                    # It may be an error at setup, in which case it's not really a test, but a Context object.
+                    f = test.context.__file__
+                    if f.endswith('.pyc'):
+                        f = f[:-1]
+                    elif f.endswith('$py.class'):
+                        f = f[:-len('$py.class')] + '.py'
+                    address = f, '?'
+        except:
+            sys.stderr.write("PyDev: Internal pydev error getting test address. Please report at the pydev bug tracker\n")
+            traceback.print_exc()
+            sys.stderr.write("\n\n\n")
+            address = '?', '?'
+        return address
+
+    def report_cond(self, cond, test, captured_output, error=''):
+        '''
+        @param cond: fail, error, ok
+        '''
+
+        address = self._get_test_address(test)
+
+        error_contents = self.get_io_from_error(error)
+        try:
+            time_str = '%.2f' % (time.time() - test._pydev_start_time)
+        except:
+            time_str = '?'
+
+        pydev_runfiles_xml_rpc.notifyTest(cond, captured_output, error_contents, address[0], address[1], time_str)
+
+    def startTest(self, test):
+        test._pydev_start_time = time.time()
+        file, test = self._get_test_address(test)
+        pydev_runfiles_xml_rpc.notifyStartTest(file, test)
+
+    def get_io_from_error(self, err):
+        if type(err) == type(()):
+            if len(err) != 3:
+                if len(err) == 2:
+                    return err[1]  # multiprocess
+            s = StringIO()
+            etype, value, tb = err
+            if isinstance(value, str):
+                return value
+            traceback.print_exception(etype, value, tb, file=s)
+            return s.getvalue()
+        return err
+
+    def get_captured_output(self, test):
+        if hasattr(test, 'capturedOutput') and test.capturedOutput:
+            return test.capturedOutput
+        return ''
+
+    def addError(self, test, err):
+        self.report_cond(
+            'error',
+            test,
+            self.get_captured_output(test),
+            err,
+        )
+
+    def addFailure(self, test, err):
+        self.report_cond(
+            'fail',
+            test,
+            self.get_captured_output(test),
+            err,
+        )
+
+    def addSuccess(self, test):
+        self.report_cond(
+            'ok',
+            test,
+            self.get_captured_output(test),
+            '',
+        )
+
+
+PYDEV_NOSE_PLUGIN_SINGLETON = None
+
+
+def start_pydev_nose_plugin_singleton(configuration):
+    global PYDEV_NOSE_PLUGIN_SINGLETON
+    PYDEV_NOSE_PLUGIN_SINGLETON = PydevPlugin(configuration)
+    return PYDEV_NOSE_PLUGIN_SINGLETON
+
+
+original = MultiProcessTestRunner.consolidate
+
+
+#=======================================================================================================================
+# new_consolidate
+#=======================================================================================================================
+def new_consolidate(self, result, batch_result):
+    '''
+    Used so that it can work with the multiprocess plugin.
+    Monkeypatched because nose seems a bit unsupported at this time (ideally
+    the plugin would have this support by default).
+    '''
+    ret = original(self, result, batch_result)
+
+    parent_frame = sys._getframe().f_back
+    # addr is something as D:\pytesting1\src\mod1\hello.py:TestCase.testMet4
+    # so, convert it to what report_cond expects
+    addr = parent_frame.f_locals['addr']
+    i = addr.rindex(':')
+    addr = [addr[:i], addr[i + 1:]]
+
+    output, testsRun, failures, errors, errorClasses = batch_result
+    if failures or errors:
+        for failure in failures:
+            PYDEV_NOSE_PLUGIN_SINGLETON.report_cond('fail', addr, output, failure)
+
+        for error in errors:
+            PYDEV_NOSE_PLUGIN_SINGLETON.report_cond('error', addr, output, error)
+    else:
+        PYDEV_NOSE_PLUGIN_SINGLETON.report_cond('ok', addr, output)
+
+    return ret
+
+
+MultiProcessTestRunner.consolidate = new_consolidate
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_parallel.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_parallel.py
new file mode 100644
index 0000000..b34c45e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_parallel.py
@@ -0,0 +1,267 @@
+import unittest
+from _pydev_bundle._pydev_saved_modules import thread
+import queue as Queue
+from _pydev_runfiles import pydev_runfiles_xml_rpc
+import time
+import os
+import threading
+import sys
+
+
+#=======================================================================================================================
+# flatten_test_suite
+#=======================================================================================================================
+def flatten_test_suite(test_suite, ret):
+    if isinstance(test_suite, unittest.TestSuite):
+        for t in test_suite._tests:
+            flatten_test_suite(t, ret)
+
+    elif isinstance(test_suite, unittest.TestCase):
+        ret.append(test_suite)
+
+
+#=======================================================================================================================
+# execute_tests_in_parallel
+#=======================================================================================================================
+def execute_tests_in_parallel(tests, jobs, split, verbosity, coverage_files, coverage_include):
+    '''
+    @param tests: list(PydevTestSuite)
+        A list with the suites to be run
+
+    @param split: str
+        Either 'module' or the number of tests that should be run in each batch
+
+    @param coverage_files: list(file)
+        A list with the files that should be used for giving coverage information (if empty, coverage information
+        should not be gathered).
+
+    @param coverage_include: str
+        The pattern that should be included in the coverage.
+
+    @return: bool
+        Returns True if the tests were actually executed in parallel. If the tests were not executed because only 1
+        should be used (e.g.: 2 jobs were requested for running 1 test), False will be returned and no tests will be
+        run.
+
+        It may also return False if in debug mode (in which case, multi-processes are not accepted)
+    '''
+    try:
+        from _pydevd_bundle.pydevd_comm import get_global_debugger
+        if get_global_debugger() is not None:
+            return False
+    except:
+        pass  # Ignore any error here.
+
+    # This queue will receive the tests to be run. Each entry in a queue is a list with the tests to be run together When
+    # split == 'tests', each list will have a single element, when split == 'module', each list will have all the tests
+    # from a given module.
+    tests_queue = []
+
+    queue_elements = []
+    if split == 'module':
+        module_to_tests = {}
+        for test in tests:
+            lst = []
+            flatten_test_suite(test, lst)
+            for test in lst:
+                key = (test.__pydev_pyfile__, test.__pydev_module_name__)
+                module_to_tests.setdefault(key, []).append(test)
+
+        for key, tests in module_to_tests.items():
+            queue_elements.append(tests)
+
+        if len(queue_elements) < jobs:
+            # Don't create jobs we will never use.
+            jobs = len(queue_elements)
+
+    elif split == 'tests':
+        for test in tests:
+            lst = []
+            flatten_test_suite(test, lst)
+            for test in lst:
+                queue_elements.append([test])
+
+        if len(queue_elements) < jobs:
+            # Don't create jobs we will never use.
+            jobs = len(queue_elements)
+
+    else:
+        raise AssertionError('Do not know how to handle: %s' % (split,))
+
+    for test_cases in queue_elements:
+        test_queue_elements = []
+        for test_case in test_cases:
+            try:
+                test_name = test_case.__class__.__name__ + "." + test_case._testMethodName
+            except AttributeError:
+                # Support for jython 2.1 (__testMethodName is pseudo-private in the test case)
+                test_name = test_case.__class__.__name__ + "." + test_case._TestCase__testMethodName
+
+            test_queue_elements.append(test_case.__pydev_pyfile__ + '|' + test_name)
+
+        tests_queue.append(test_queue_elements)
+
+    if jobs < 2:
+        return False
+
+    sys.stdout.write('Running tests in parallel with: %s jobs.\n' % (jobs,))
+
+    queue = Queue.Queue()
+    for item in tests_queue:
+        queue.put(item, block=False)
+
+    providers = []
+    clients = []
+    for i in range(jobs):
+        test_cases_provider = CommunicationThread(queue)
+        providers.append(test_cases_provider)
+
+        test_cases_provider.start()
+        port = test_cases_provider.port
+
+        if coverage_files:
+            clients.append(ClientThread(i, port, verbosity, coverage_files.pop(0), coverage_include))
+        else:
+            clients.append(ClientThread(i, port, verbosity))
+
+    for client in clients:
+        client.start()
+
+    client_alive = True
+    while client_alive:
+        client_alive = False
+        for client in clients:
+            # Wait for all the clients to exit.
+            if not client.finished:
+                client_alive = True
+                time.sleep(.2)
+                break
+
+    for provider in providers:
+        provider.shutdown()
+
+    return True
+
+
+#=======================================================================================================================
+# CommunicationThread
+#=======================================================================================================================
+class CommunicationThread(threading.Thread):
+
+    def __init__(self, tests_queue):
+        threading.Thread.__init__(self)
+        self.daemon = True
+        self.queue = tests_queue
+        self.finished = False
+        from _pydev_bundle.pydev_imports import SimpleXMLRPCServer
+        from _pydev_bundle import pydev_localhost
+
+        # Create server
+        server = SimpleXMLRPCServer((pydev_localhost.get_localhost(), 0), logRequests=False)
+        server.register_function(self.GetTestsToRun)
+        server.register_function(self.notifyStartTest)
+        server.register_function(self.notifyTest)
+        server.register_function(self.notifyCommands)
+        self.port = server.socket.getsockname()[1]
+        self.server = server
+
+    def GetTestsToRun(self, job_id):
+        '''
+        @param job_id:
+
+        @return: list(str)
+            Each entry is a string in the format: filename|Test.testName
+        '''
+        try:
+            ret = self.queue.get(block=False)
+            return ret
+        except:  # Any exception getting from the queue (empty or not) means we finished our work on providing the tests.
+            self.finished = True
+            return []
+
+    def notifyCommands(self, job_id, commands):
+        # Batch notification.
+        for command in commands:
+            getattr(self, command[0])(job_id, *command[1], **command[2])
+
+        return True
+
+    def notifyStartTest(self, job_id, *args, **kwargs):
+        pydev_runfiles_xml_rpc.notifyStartTest(*args, **kwargs)
+        return True
+
+    def notifyTest(self, job_id, *args, **kwargs):
+        pydev_runfiles_xml_rpc.notifyTest(*args, **kwargs)
+        return True
+
+    def shutdown(self):
+        if hasattr(self.server, 'shutdown'):
+            self.server.shutdown()
+        else:
+            self._shutdown = True
+
+    def run(self):
+        if hasattr(self.server, 'shutdown'):
+            self.server.serve_forever()
+        else:
+            self._shutdown = False
+            while not self._shutdown:
+                self.server.handle_request()
+
+
+#=======================================================================================================================
+# Client
+#=======================================================================================================================
+class ClientThread(threading.Thread):
+
+    def __init__(self, job_id, port, verbosity, coverage_output_file=None, coverage_include=None):
+        threading.Thread.__init__(self)
+        self.daemon = True
+        self.port = port
+        self.job_id = job_id
+        self.verbosity = verbosity
+        self.finished = False
+        self.coverage_output_file = coverage_output_file
+        self.coverage_include = coverage_include
+
+    def _reader_thread(self, pipe, target):
+        while True:
+            target.write(pipe.read(1))
+
+    def run(self):
+        try:
+            from _pydev_runfiles import pydev_runfiles_parallel_client
+            # TODO: Support Jython:
+            #
+            # For jython, instead of using sys.executable, we should use:
+            # r'D:\bin\jdk_1_5_09\bin\java.exe',
+            # '-classpath',
+            # 'D:/bin/jython-2.2.1/jython.jar',
+            # 'org.python.util.jython',
+
+            args = [
+                sys.executable,
+                pydev_runfiles_parallel_client.__file__,
+                str(self.job_id),
+                str(self.port),
+                str(self.verbosity),
+            ]
+
+            if self.coverage_output_file and self.coverage_include:
+                args.append(self.coverage_output_file)
+                args.append(self.coverage_include)
+
+            import subprocess
+            if False:
+                proc = subprocess.Popen(args, env=os.environ, shell=False, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+
+                thread.start_new_thread(self._reader_thread, (proc.stdout, sys.stdout))
+
+                thread.start_new_thread(target=self._reader_thread, args=(proc.stderr, sys.stderr))
+            else:
+                proc = subprocess.Popen(args, env=os.environ, shell=False)
+                proc.wait()
+
+        finally:
+            self.finished = True
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_parallel_client.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_parallel_client.py
new file mode 120000
index 0000000..7ea5de0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_parallel_client.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c3/09/7c/501a46452a93bf0f1509d9764bb1b43be4b25ed3a654520f2b3e2887d1
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_pytest2.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_pytest2.py
new file mode 100644
index 0000000..793097d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_pytest2.py
@@ -0,0 +1,306 @@
+from _pydev_runfiles import pydev_runfiles_xml_rpc
+import pickle
+import zlib
+import base64
+import os
+from pydevd_file_utils import canonical_normalized_path
+import pytest
+import sys
+import time
+from pathlib import Path
+
+#=========================================================================
+# Load filters with tests we should skip
+#=========================================================================
+py_test_accept_filter = None
+
+
+def _load_filters():
+    global py_test_accept_filter
+    if py_test_accept_filter is None:
+        py_test_accept_filter = os.environ.get('PYDEV_PYTEST_SKIP')
+        if py_test_accept_filter:
+            py_test_accept_filter = pickle.loads(
+                zlib.decompress(base64.b64decode(py_test_accept_filter)))
+
+            # Newer versions of pytest resolve symlinks, so, we
+            # may need to filter with a resolved path too.
+            new_dct = {}
+            for filename, value in py_test_accept_filter.items():
+                new_dct[canonical_normalized_path(str(Path(filename).resolve()))] = value
+
+            py_test_accept_filter.update(new_dct)
+
+        else:
+            py_test_accept_filter = {}
+
+
+def is_in_xdist_node():
+    main_pid = os.environ.get('PYDEV_MAIN_PID')
+    if main_pid and main_pid != str(os.getpid()):
+        return True
+    return False
+
+
+connected = False
+
+
+def connect_to_server_for_communication_to_xml_rpc_on_xdist():
+    global connected
+    if connected:
+        return
+    connected = True
+    if is_in_xdist_node():
+        port = os.environ.get('PYDEV_PYTEST_SERVER')
+        if not port:
+            sys.stderr.write(
+                'Error: no PYDEV_PYTEST_SERVER environment variable defined.\n')
+        else:
+            pydev_runfiles_xml_rpc.initialize_server(int(port), daemon=True)
+
+
+PY2 = sys.version_info[0] <= 2
+PY3 = not PY2
+
+
+class State:
+    start_time = time.time()
+    buf_err = None
+    buf_out = None
+
+
+def start_redirect():
+    if State.buf_out is not None:
+        return
+    from _pydevd_bundle import pydevd_io
+    State.buf_err = pydevd_io.start_redirect(keep_original_redirection=True, std='stderr')
+    State.buf_out = pydevd_io.start_redirect(keep_original_redirection=True, std='stdout')
+
+
+def get_curr_output():
+    buf_out = State.buf_out
+    buf_err = State.buf_err
+    return buf_out.getvalue() if buf_out is not None else '', buf_err.getvalue() if buf_err is not None else ''
+
+
+def pytest_unconfigure():
+    if is_in_xdist_node():
+        return
+    # Only report that it finished when on the main node (we don't want to report
+    # the finish on each separate node).
+    pydev_runfiles_xml_rpc.notifyTestRunFinished(
+        'Finished in: %.2f secs.' % (time.time() - State.start_time,))
+
+
+def pytest_collection_modifyitems(session, config, items):
+    # A note: in xdist, this is not called on the main process, only in the
+    # secondary nodes, so, we'll actually make the filter and report it multiple
+    # times.
+    connect_to_server_for_communication_to_xml_rpc_on_xdist()
+
+    _load_filters()
+    if not py_test_accept_filter:
+        pydev_runfiles_xml_rpc.notifyTestsCollected(len(items))
+        return  # Keep on going (nothing to filter)
+
+    new_items = []
+    for item in items:
+        f = canonical_normalized_path(str(item.parent.fspath))
+        name = item.name
+
+        if f not in py_test_accept_filter:
+            # print('Skip file: %s' % (f,))
+            continue  # Skip the file
+
+        i = name.find('[')
+        name_without_parametrize = None
+        if i > 0:
+            name_without_parametrize = name[:i]
+
+        accept_tests = py_test_accept_filter[f]
+
+        if item.cls is not None:
+            class_name = item.cls.__name__
+        else:
+            class_name = None
+        for test in accept_tests:
+            if test == name:
+                # Direct match of the test (just go on with the default
+                # loading)
+                new_items.append(item)
+                break
+
+            if name_without_parametrize is not None and test == name_without_parametrize:
+                # This happens when parameterizing pytest tests on older versions
+                # of pytest where the test name doesn't include the fixture name
+                # in it.
+                new_items.append(item)
+                break
+
+            if class_name is not None:
+                if test == class_name + '.' + name:
+                    new_items.append(item)
+                    break
+
+                if name_without_parametrize is not None and test == class_name + '.' + name_without_parametrize:
+                    new_items.append(item)
+                    break
+
+                if class_name == test:
+                    new_items.append(item)
+                    break
+        else:
+            pass
+            # print('Skip test: %s.%s. Accept: %s' % (class_name, name, accept_tests))
+
+    # Modify the original list
+    items[:] = new_items
+    pydev_runfiles_xml_rpc.notifyTestsCollected(len(items))
+
+
+try:
+    """
+    pytest > 5.4 uses own version of TerminalWriter based on py.io.TerminalWriter
+    and assumes there is a specific method TerminalWriter._write_source
+    so try load pytest version first or fallback to default one
+    """
+    from _pytest._io import TerminalWriter
+except ImportError:
+    from py.io import TerminalWriter
+
+
+def _get_error_contents_from_report(report):
+    if report.longrepr is not None:
+        try:
+            tw = TerminalWriter(stringio=True)
+            stringio = tw.stringio
+        except TypeError:
+            import io
+            stringio = io.StringIO()
+            tw = TerminalWriter(file=stringio)
+        tw.hasmarkup = False
+        report.toterminal(tw)
+        exc = stringio.getvalue()
+        s = exc.strip()
+        if s:
+            return s
+
+    return ''
+
+
+def pytest_collectreport(report):
+    error_contents = _get_error_contents_from_report(report)
+    if error_contents:
+        report_test('fail', '<collect errors>', '<collect errors>', '', error_contents, 0.0)
+
+
+def append_strings(s1, s2):
+    if s1.__class__ == s2.__class__:
+        return s1 + s2
+
+    # Prefer str
+    if isinstance(s1, bytes):
+        s1 = s1.decode('utf-8', 'replace')
+
+    if isinstance(s2, bytes):
+        s2 = s2.decode('utf-8', 'replace')
+
+    return s1 + s2
+
+
+def pytest_runtest_logreport(report):
+    if is_in_xdist_node():
+        # When running with xdist, we don't want the report to be called from the node, only
+        # from the main process.
+        return
+    report_duration = report.duration
+    report_when = report.when
+    report_outcome = report.outcome
+
+    if hasattr(report, 'wasxfail'):
+        if report_outcome != 'skipped':
+            report_outcome = 'passed'
+
+    if report_outcome == 'passed':
+        # passed on setup/teardown: no need to report if in setup or teardown
+        # (only on the actual test if it passed).
+        if report_when in ('setup', 'teardown'):
+            return
+
+        status = 'ok'
+
+    elif report_outcome == 'skipped':
+        status = 'skip'
+
+    else:
+        # It has only passed, skipped and failed (no error), so, let's consider
+        # error if not on call.
+        if report_when in ('setup', 'teardown'):
+            status = 'error'
+
+        else:
+            # any error in the call (not in setup or teardown) is considered a
+            # regular failure.
+            status = 'fail'
+
+    # This will work if pytest is not capturing it, if it is, nothing will
+    # come from here...
+    captured_output, error_contents = getattr(report, 'pydev_captured_output', ''), getattr(report, 'pydev_error_contents', '')
+    for type_section, value in report.sections:
+        if value:
+            if type_section in ('err', 'stderr', 'Captured stderr call'):
+                error_contents = append_strings(error_contents, value)
+            else:
+                captured_output = append_strings(error_contents, value)
+
+    filename = getattr(report, 'pydev_fspath_strpath', '<unable to get>')
+    test = report.location[2]
+
+    if report_outcome != 'skipped':
+        # On skipped, we'll have a traceback for the skip, which is not what we
+        # want.
+        exc = _get_error_contents_from_report(report)
+        if exc:
+            if error_contents:
+                error_contents = append_strings(error_contents, '----------------------------- Exceptions -----------------------------\n')
+            error_contents = append_strings(error_contents, exc)
+
+    report_test(status, filename, test, captured_output, error_contents, report_duration)
+
+
+def report_test(status, filename, test, captured_output, error_contents, duration):
+    '''
+    @param filename: 'D:\\src\\mod1\\hello.py'
+    @param test: 'TestCase.testMet1'
+    @param status: fail, error, ok
+    '''
+    time_str = '%.2f' % (duration,)
+    pydev_runfiles_xml_rpc.notifyTest(
+        status, captured_output, error_contents, filename, test, time_str)
+
+
+if not hasattr(pytest, 'hookimpl'):
+    raise AssertionError('Please upgrade pytest (the current version of pytest: %s is unsupported)' % (pytest.__version__,))
+
+
+@pytest.hookimpl(hookwrapper=True)
+def pytest_runtest_makereport(item, call):
+    outcome = yield
+    report = outcome.get_result()
+    report.pydev_fspath_strpath = item.fspath.strpath
+    report.pydev_captured_output, report.pydev_error_contents = get_curr_output()
+
+
+@pytest.mark.tryfirst
+def pytest_runtest_setup(item):
+    '''
+    Note: with xdist will be on a secondary process.
+    '''
+    # We have our own redirection: if xdist does its redirection, we'll have
+    # nothing in our contents (which is OK), but if it does, we'll get nothing
+    # from pytest but will get our own here.
+    start_redirect()
+    filename = item.fspath.strpath
+    test = item.location[2]
+
+    pydev_runfiles_xml_rpc.notifyStartTest(filename, test)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_unittest.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_unittest.py
new file mode 100644
index 0000000..fff1ef9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_unittest.py
@@ -0,0 +1,150 @@
+import unittest as python_unittest
+from _pydev_runfiles import pydev_runfiles_xml_rpc
+import time
+from _pydevd_bundle import pydevd_io
+import traceback
+from _pydevd_bundle.pydevd_constants import *  # @UnusedWildImport
+from io import StringIO
+
+
+#=======================================================================================================================
+# PydevTextTestRunner
+#=======================================================================================================================
+class PydevTextTestRunner(python_unittest.TextTestRunner):
+
+    def _makeResult(self):
+        return PydevTestResult(self.stream, self.descriptions, self.verbosity)
+
+
+_PythonTextTestResult = python_unittest.TextTestRunner()._makeResult().__class__
+
+
+#=======================================================================================================================
+# PydevTestResult
+#=======================================================================================================================
+class PydevTestResult(_PythonTextTestResult):
+
+    def addSubTest(self, test, subtest, err):
+        """Called at the end of a subtest.
+        'err' is None if the subtest ended successfully, otherwise it's a
+        tuple of values as returned by sys.exc_info().
+        """
+        _PythonTextTestResult.addSubTest(self, test, subtest, err)
+        if err is not None:
+            subdesc = subtest._subDescription()
+            error = (test, self._exc_info_to_string(err, test))
+            self._reportErrors([error], [], '', '%s %s' % (self.get_test_name(test), subdesc))
+
+    def startTest(self, test):
+        _PythonTextTestResult.startTest(self, test)
+        self.buf = pydevd_io.start_redirect(keep_original_redirection=True, std='both')
+        self.start_time = time.time()
+        self._current_errors_stack = []
+        self._current_failures_stack = []
+
+        try:
+            test_name = test.__class__.__name__ + "." + test._testMethodName
+        except AttributeError:
+            # Support for jython 2.1 (__testMethodName is pseudo-private in the test case)
+            test_name = test.__class__.__name__ + "." + test._TestCase__testMethodName
+
+        pydev_runfiles_xml_rpc.notifyStartTest(
+            test.__pydev_pyfile__, test_name)
+
+    def get_test_name(self, test):
+        try:
+            try:
+                test_name = test.__class__.__name__ + "." + test._testMethodName
+            except AttributeError:
+                # Support for jython 2.1 (__testMethodName is pseudo-private in the test case)
+                try:
+                    test_name = test.__class__.__name__ + "." + test._TestCase__testMethodName
+                # Support for class/module exceptions (test is instance of _ErrorHolder)
+                except:
+                    test_name = test.description.split()[1][1:-1] + ' <' + test.description.split()[0] + '>'
+        except:
+            traceback.print_exc()
+            return '<unable to get test name>'
+        return test_name
+
+    def stopTest(self, test):
+        end_time = time.time()
+        pydevd_io.end_redirect(std='both')
+
+        _PythonTextTestResult.stopTest(self, test)
+
+        captured_output = self.buf.getvalue()
+        del self.buf
+        error_contents = ''
+        test_name = self.get_test_name(test)
+
+        diff_time = '%.2f' % (end_time - self.start_time)
+
+        skipped = False
+        outcome = getattr(test, '_outcome', None)
+        if outcome is not None:
+            skipped = bool(getattr(outcome, 'skipped', None))
+
+        if skipped:
+            pydev_runfiles_xml_rpc.notifyTest(
+                'skip', captured_output, error_contents, test.__pydev_pyfile__, test_name, diff_time)
+        elif not self._current_errors_stack and not self._current_failures_stack:
+            pydev_runfiles_xml_rpc.notifyTest(
+                'ok', captured_output, error_contents, test.__pydev_pyfile__, test_name, diff_time)
+        else:
+            self._reportErrors(self._current_errors_stack, self._current_failures_stack, captured_output, test_name)
+
+    def _reportErrors(self, errors, failures, captured_output, test_name, diff_time=''):
+        error_contents = []
+        for test, s in errors + failures:
+            if type(s) == type((1,)):  # If it's a tuple (for jython 2.1)
+                sio = StringIO()
+                traceback.print_exception(s[0], s[1], s[2], file=sio)
+                s = sio.getvalue()
+            error_contents.append(s)
+
+        sep = '\n' + self.separator1
+        error_contents = sep.join(error_contents)
+
+        if errors and not failures:
+            try:
+                pydev_runfiles_xml_rpc.notifyTest(
+                    'error', captured_output, error_contents, test.__pydev_pyfile__, test_name, diff_time)
+            except:
+                file_start = error_contents.find('File "')
+                file_end = error_contents.find('", ', file_start)
+                if file_start != -1 and file_end != -1:
+                    file = error_contents[file_start + 6:file_end]
+                else:
+                    file = '<unable to get file>'
+                pydev_runfiles_xml_rpc.notifyTest(
+                    'error', captured_output, error_contents, file, test_name, diff_time)
+
+        elif failures and not errors:
+            pydev_runfiles_xml_rpc.notifyTest(
+                'fail', captured_output, error_contents, test.__pydev_pyfile__, test_name, diff_time)
+
+        else:  # Ok, we got both, errors and failures. Let's mark it as an error in the end.
+            pydev_runfiles_xml_rpc.notifyTest(
+                'error', captured_output, error_contents, test.__pydev_pyfile__, test_name, diff_time)
+
+    def addError(self, test, err):
+        _PythonTextTestResult.addError(self, test, err)
+        # Support for class/module exceptions (test is instance of _ErrorHolder)
+        if not hasattr(self, '_current_errors_stack') or test.__class__.__name__ == '_ErrorHolder':
+            # Not in start...end, so, report error now (i.e.: django pre/post-setup)
+            self._reportErrors([self.errors[-1]], [], '', self.get_test_name(test))
+        else:
+            self._current_errors_stack.append(self.errors[-1])
+
+    def addFailure(self, test, err):
+        _PythonTextTestResult.addFailure(self, test, err)
+        if not hasattr(self, '_current_failures_stack'):
+            # Not in start...end, so, report error now (i.e.: django pre/post-setup)
+            self._reportErrors([], [self.failures[-1]], '', self.get_test_name(test))
+        else:
+            self._current_failures_stack.append(self.failures[-1])
+
+
+class PydevTestSuite(python_unittest.TestSuite):
+    pass
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_xml_rpc.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_xml_rpc.py
new file mode 100644
index 0000000..b4d6b5c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydev_runfiles/pydev_runfiles_xml_rpc.py
@@ -0,0 +1,257 @@
+import sys
+import threading
+import traceback
+import warnings
+
+from _pydev_bundle._pydev_filesystem_encoding import getfilesystemencoding
+from _pydev_bundle.pydev_imports import xmlrpclib, _queue
+from _pydevd_bundle.pydevd_constants import Null
+
+Queue = _queue.Queue
+
+# This may happen in IronPython (in Python it shouldn't happen as there are
+# 'fast' replacements that are used in xmlrpclib.py)
+warnings.filterwarnings(
+    'ignore', 'The xmllib module is obsolete.*', DeprecationWarning)
+
+file_system_encoding = getfilesystemencoding()
+
+
+#=======================================================================================================================
+# _ServerHolder
+#=======================================================================================================================
+class _ServerHolder:
+    '''
+    Helper so that we don't have to use a global here.
+    '''
+    SERVER = None
+
+
+#=======================================================================================================================
+# set_server
+#=======================================================================================================================
+def set_server(server):
+    _ServerHolder.SERVER = server
+
+
+#=======================================================================================================================
+# ParallelNotification
+#=======================================================================================================================
+class ParallelNotification(object):
+
+    def __init__(self, method, args):
+        self.method = method
+        self.args = args
+
+    def to_tuple(self):
+        return self.method, self.args
+
+
+#=======================================================================================================================
+# KillServer
+#=======================================================================================================================
+class KillServer(object):
+    pass
+
+
+#=======================================================================================================================
+# ServerFacade
+#=======================================================================================================================
+class ServerFacade(object):
+
+    def __init__(self, notifications_queue):
+        self.notifications_queue = notifications_queue
+
+    def notifyTestsCollected(self, *args):
+        self.notifications_queue.put_nowait(ParallelNotification('notifyTestsCollected', args))
+
+    def notifyConnected(self, *args):
+        self.notifications_queue.put_nowait(ParallelNotification('notifyConnected', args))
+
+    def notifyTestRunFinished(self, *args):
+        self.notifications_queue.put_nowait(ParallelNotification('notifyTestRunFinished', args))
+
+    def notifyStartTest(self, *args):
+        self.notifications_queue.put_nowait(ParallelNotification('notifyStartTest', args))
+
+    def notifyTest(self, *args):
+        new_args = []
+        for arg in args:
+            new_args.append(_encode_if_needed(arg))
+        args = tuple(new_args)
+        self.notifications_queue.put_nowait(ParallelNotification('notifyTest', args))
+
+
+#=======================================================================================================================
+# ServerComm
+#=======================================================================================================================
+class ServerComm(threading.Thread):
+
+    def __init__(self, notifications_queue, port, daemon=False):
+        threading.Thread.__init__(self)
+        self.setDaemon(daemon)  # If False, wait for all the notifications to be passed before exiting!
+        self.finished = False
+        self.notifications_queue = notifications_queue
+
+        from _pydev_bundle import pydev_localhost
+
+        # It is necessary to specify an encoding, that matches
+        # the encoding of all bytes-strings passed into an
+        # XMLRPC call: "All 8-bit strings in the data structure are assumed to use the
+        # packet encoding.  Unicode strings are automatically converted,
+        # where necessary."
+        # Byte strings most likely come from file names.
+        encoding = file_system_encoding
+        if encoding == "mbcs":
+            # Windos symbolic name for the system encoding CP_ACP.
+            # We need to convert it into a encoding that is recognized by Java.
+            # Unfortunately this is not always possible. You could use
+            # GetCPInfoEx and get a name similar to "windows-1251". Then
+            # you need a table to translate on a best effort basis. Much to complicated.
+            # ISO-8859-1 is good enough.
+            encoding = "ISO-8859-1"
+
+        self.server = xmlrpclib.Server('http://%s:%s' % (pydev_localhost.get_localhost(), port),
+                                       encoding=encoding)
+
+    def run(self):
+        while True:
+            kill_found = False
+            commands = []
+            command = self.notifications_queue.get(block=True)
+            if isinstance(command, KillServer):
+                kill_found = True
+            else:
+                assert isinstance(command, ParallelNotification)
+                commands.append(command.to_tuple())
+
+            try:
+                while True:
+                    command = self.notifications_queue.get(block=False)  # No block to create a batch.
+                    if isinstance(command, KillServer):
+                        kill_found = True
+                    else:
+                        assert isinstance(command, ParallelNotification)
+                        commands.append(command.to_tuple())
+            except:
+                pass  # That's OK, we're getting it until it becomes empty so that we notify multiple at once.
+
+            if commands:
+                try:
+                    self.server.notifyCommands(commands)
+                except:
+                    traceback.print_exc()
+
+            if kill_found:
+                self.finished = True
+                return
+
+
+#=======================================================================================================================
+# initialize_server
+#=======================================================================================================================
+def initialize_server(port, daemon=False):
+    if _ServerHolder.SERVER is None:
+        if port is not None:
+            notifications_queue = Queue()
+            _ServerHolder.SERVER = ServerFacade(notifications_queue)
+            _ServerHolder.SERVER_COMM = ServerComm(notifications_queue, port, daemon)
+            _ServerHolder.SERVER_COMM.start()
+        else:
+            # Create a null server, so that we keep the interface even without any connection.
+            _ServerHolder.SERVER = Null()
+            _ServerHolder.SERVER_COMM = Null()
+
+    try:
+        _ServerHolder.SERVER.notifyConnected()
+    except:
+        traceback.print_exc()
+
+
+#=======================================================================================================================
+# notifyTest
+#=======================================================================================================================
+def notifyTestsCollected(tests_count):
+    assert tests_count is not None
+    try:
+        _ServerHolder.SERVER.notifyTestsCollected(tests_count)
+    except:
+        traceback.print_exc()
+
+
+#=======================================================================================================================
+# notifyStartTest
+#=======================================================================================================================
+def notifyStartTest(file, test):
+    '''
+    @param file: the tests file (c:/temp/test.py)
+    @param test: the test ran (i.e.: TestCase.test1)
+    '''
+    assert file is not None
+    if test is None:
+        test = ''  # Could happen if we have an import error importing module.
+
+    try:
+        _ServerHolder.SERVER.notifyStartTest(file, test)
+    except:
+        traceback.print_exc()
+
+
+def _encode_if_needed(obj):
+    # In the java side we expect strings to be ISO-8859-1 (org.python.pydev.debug.pyunit.PyUnitServer.initializeDispatches().new Dispatch() {...}.getAsStr(Object))
+    if isinstance(obj, str):  # Unicode in py3
+        return xmlrpclib.Binary(obj.encode('ISO-8859-1', 'xmlcharrefreplace'))
+
+    elif isinstance(obj, bytes):
+        try:
+            return xmlrpclib.Binary(obj.decode(sys.stdin.encoding).encode('ISO-8859-1', 'xmlcharrefreplace'))
+        except:
+            return xmlrpclib.Binary(obj)  # bytes already
+
+    return obj
+
+
+#=======================================================================================================================
+# notifyTest
+#=======================================================================================================================
+def notifyTest(cond, captured_output, error_contents, file, test, time):
+    '''
+    @param cond: ok, fail, error
+    @param captured_output: output captured from stdout
+    @param captured_output: output captured from stderr
+    @param file: the tests file (c:/temp/test.py)
+    @param test: the test ran (i.e.: TestCase.test1)
+    @param time: float with the number of seconds elapsed
+    '''
+    assert cond is not None
+    assert captured_output is not None
+    assert error_contents is not None
+    assert file is not None
+    if test is None:
+        test = ''  # Could happen if we have an import error importing module.
+    assert time is not None
+    try:
+        captured_output = _encode_if_needed(captured_output)
+        error_contents = _encode_if_needed(error_contents)
+
+        _ServerHolder.SERVER.notifyTest(cond, captured_output, error_contents, file, test, time)
+    except:
+        traceback.print_exc()
+
+
+#=======================================================================================================================
+# notifyTestRunFinished
+#=======================================================================================================================
+def notifyTestRunFinished(total_time):
+    assert total_time is not None
+    try:
+        _ServerHolder.SERVER.notifyTestRunFinished(total_time)
+    except:
+        traceback.print_exc()
+
+
+#=======================================================================================================================
+# force_server_kill
+#=======================================================================================================================
+def force_server_kill():
+    _ServerHolder.SERVER_COMM.notifications_queue.put_nowait(KillServer())
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/__init__.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/__init__.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/__main__pydevd_gen_debug_adapter_protocol.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/__main__pydevd_gen_debug_adapter_protocol.py
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/__main__pydevd_gen_debug_adapter_protocol.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ee/b7/03/bcabf83b07876c9255508ad535aabb9d1cdcd8d9db442598ff0a867978
\ No newline at end of file
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@@ -0,0 +1,4084 @@
+{
+	"$schema": "http://json-schema.org/draft-04/schema#",
+	"title": "Debug Adapter Protocol",
+	"description": "The Debug Adapter Protocol defines the protocol used between an editor or IDE and a debugger or runtime.",
+	"type": "object",
+
+
+	"definitions": {
+
+		"ProtocolMessage": {
+			"type": "object",
+			"title": "Base Protocol",
+			"description": "Base class of requests, responses, and events.",
+			"properties": {
+				"seq": {
+					"type": "integer",
+					"description": "Sequence number (also known as message ID). For protocol messages of type 'request' this ID can be used to cancel the request."
+				},
+				"type": {
+					"type": "string",
+					"description": "Message type.",
+					"_enum": [ "request", "response", "event" ]
+				}
+			},
+			"required": [ "seq", "type" ]
+		},
+
+		"Request": {
+			"allOf": [ { "$ref": "#/definitions/ProtocolMessage" }, {
+				"type": "object",
+				"description": "A client or debug adapter initiated request.",
+				"properties": {
+					"type": {
+						"type": "string",
+						"enum": [ "request" ]
+					},
+					"command": {
+						"type": "string",
+						"description": "The command to execute."
+					},
+					"arguments": {
+						"type": [ "array", "boolean", "integer", "null", "number" , "object", "string" ],
+						"description": "Object containing arguments for the command."
+					}
+				},
+				"required": [ "type", "command" ]
+			}]
+		},
+
+		"Event": {
+			"allOf": [ { "$ref": "#/definitions/ProtocolMessage" }, {
+				"type": "object",
+				"description": "A debug adapter initiated event.",
+				"properties": {
+					"type": {
+						"type": "string",
+						"enum": [ "event" ]
+					},
+					"event": {
+						"type": "string",
+						"description": "Type of event."
+					},
+					"body": {
+						"type": [ "array", "boolean", "integer", "null", "number" , "object", "string" ],
+						"description": "Event-specific information."
+					}
+				},
+				"required": [ "type", "event" ]
+			}]
+		},
+
+		"Response": {
+			"allOf": [ { "$ref": "#/definitions/ProtocolMessage" }, {
+				"type": "object",
+				"description": "Response for a request.",
+				"properties": {
+					"type": {
+						"type": "string",
+						"enum": [ "response" ]
+					},
+					"request_seq": {
+						"type": "integer",
+						"description": "Sequence number of the corresponding request."
+					},
+					"success": {
+						"type": "boolean",
+						"description": "Outcome of the request.\nIf true, the request was successful and the 'body' attribute may contain the result of the request.\nIf the value is false, the attribute 'message' contains the error in short form and the 'body' may contain additional information (see 'ErrorResponse.body.error')."
+					},
+					"command": {
+						"type": "string",
+						"description": "The command requested."
+					},
+					"message": {
+						"type": "string",
+						"description": "Contains the raw error in short form if 'success' is false.\nThis raw error might be interpreted by the frontend and is not shown in the UI.\nSome predefined values exist.",
+						"_enum": [ "cancelled" ],
+						"enumDescriptions": [
+							"request was cancelled."
+						]
+					},
+					"body": {
+						"type": [ "array", "boolean", "integer", "null", "number" , "object", "string" ],
+						"description": "Contains request result if success is true and optional error details if success is false."
+					}
+				},
+				"required": [ "type", "request_seq", "success", "command" ]
+			}]
+		},
+
+		"ErrorResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "On error (whenever 'success' is false), the body can provide more details.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"error": {
+								"$ref": "#/definitions/Message",
+								"description": "An optional, structured error message."
+							}
+						}
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"CancelRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The 'cancel' request is used by the frontend in two situations:\n- to indicate that it is no longer interested in the result produced by a specific request issued earlier\n- to cancel a progress sequence. Clients should only call this request if the capability 'supportsCancelRequest' is true.\nThis request has a hint characteristic: a debug adapter can only be expected to make a 'best effort' in honouring this request but there are no guarantees.\nThe 'cancel' request may return an error if it could not cancel an operation but a frontend should refrain from presenting this error to end users.\nA frontend client should only call this request if the capability 'supportsCancelRequest' is true.\nThe request that got canceled still needs to send a response back. This can either be a normal result ('success' attribute true)\nor an error response ('success' attribute false and the 'message' set to 'cancelled').\nReturning partial results from a cancelled request is possible but please note that a frontend client has no generic way for detecting that a response is partial or not.\n The progress that got cancelled still needs to send a 'progressEnd' event back.\n A client should not assume that progress just got cancelled after sending the 'cancel' request.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "cancel" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/CancelArguments"
+					}
+				},
+				"required": [ "command" ]
+			}]
+		},
+		"CancelArguments": {
+			"type": "object",
+			"description": "Arguments for 'cancel' request.",
+			"properties": {
+				"requestId": {
+					"type": "integer",
+					"description": "The ID (attribute 'seq') of the request to cancel. If missing no request is cancelled.\nBoth a 'requestId' and a 'progressId' can be specified in one request."
+				},
+				"progressId": {
+					"type": "string",
+					"description": "The ID (attribute 'progressId') of the progress to cancel. If missing no progress is cancelled.\nBoth a 'requestId' and a 'progressId' can be specified in one request."
+				}
+			}
+		},
+		"CancelResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'cancel' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"InitializedEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"title": "Events",
+				"description": "This event indicates that the debug adapter is ready to accept configuration requests (e.g. SetBreakpointsRequest, SetExceptionBreakpointsRequest).\nA debug adapter is expected to send this event when it is ready to accept configuration requests (but not before the 'initialize' request has finished).\nThe sequence of events/requests is as follows:\n- adapters sends 'initialized' event (after the 'initialize' request has returned)\n- frontend sends zero or more 'setBreakpoints' requests\n- frontend sends one 'setFunctionBreakpoints' request (if capability 'supportsFunctionBreakpoints' is true)\n- frontend sends a 'setExceptionBreakpoints' request if one or more 'exceptionBreakpointFilters' have been defined (or if 'supportsConfigurationDoneRequest' is not defined or false)\n- frontend sends other future configuration requests\n- frontend sends one 'configurationDone' request to indicate the end of the configuration.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "initialized" ]
+					}
+				},
+				"required": [ "event" ]
+			}]
+		},
+
+		"StoppedEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "The event indicates that the execution of the debuggee has stopped due to some condition.\nThis can be caused by a break point previously set, a stepping request has completed, by executing a debugger statement etc.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "stopped" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"reason": {
+								"type": "string",
+								"description": "The reason for the event.\nFor backward compatibility this string is shown in the UI if the 'description' attribute is missing (but it must not be translated).",
+								"_enum": [ "step", "breakpoint", "exception", "pause", "entry", "goto", "function breakpoint", "data breakpoint", "instruction breakpoint" ]
+							},
+							"description": {
+								"type": "string",
+								"description": "The full reason for the event, e.g. 'Paused on exception'. This string is shown in the UI as is and must be translated."
+							},
+							"threadId": {
+								"type": "integer",
+								"description": "The thread which was stopped."
+							},
+							"preserveFocusHint": {
+								"type": "boolean",
+								"description": "A value of true hints to the frontend that this event should not change the focus."
+							},
+							"text": {
+								"type": "string",
+								"description": "Additional information. E.g. if reason is 'exception', text contains the exception name. This string is shown in the UI."
+							},
+							"allThreadsStopped": {
+								"type": "boolean",
+								"description": "If 'allThreadsStopped' is true, a debug adapter can announce that all threads have stopped.\n- The client should use this information to enable that all threads can be expanded to access their stacktraces.\n- If the attribute is missing or false, only the thread with the given threadId can be expanded."
+							},
+							"hitBreakpointIds": {
+								"type": "array",
+								"items": {
+									"type": "integer"
+								},
+								"description": "Ids of the breakpoints that triggered the event. In most cases there will be only a single breakpoint but here are some examples for multiple breakpoints:\n- Different types of breakpoints map to the same location.\n- Multiple source breakpoints get collapsed to the same instruction by the compiler/runtime.\n- Multiple function breakpoints with different function names map to the same location."
+							}
+						},
+						"required": [ "reason" ]
+					}
+				},
+				"required": [ "event", "body" ]
+			}]
+		},
+
+		"ContinuedEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "The event indicates that the execution of the debuggee has continued.\nPlease note: a debug adapter is not expected to send this event in response to a request that implies that execution continues, e.g. 'launch' or 'continue'.\nIt is only necessary to send a 'continued' event if there was no previous request that implied this.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "continued" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"threadId": {
+								"type": "integer",
+								"description": "The thread which was continued."
+							},
+							"allThreadsContinued": {
+								"type": "boolean",
+								"description": "If 'allThreadsContinued' is true, a debug adapter can announce that all threads have continued."
+							}
+						},
+						"required": [ "threadId" ]
+					}
+				},
+				"required": [ "event", "body" ]
+			}]
+		},
+
+		"ExitedEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "The event indicates that the debuggee has exited and returns its exit code.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "exited" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"exitCode": {
+								"type": "integer",
+								"description": "The exit code returned from the debuggee."
+							}
+						},
+						"required": [ "exitCode" ]
+					}
+				},
+				"required": [ "event", "body" ]
+			}]
+		},
+
+		"TerminatedEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "The event indicates that debugging of the debuggee has terminated. This does **not** mean that the debuggee itself has exited.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "terminated" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"restart": {
+								"type": [ "array", "boolean", "integer", "null", "number", "object", "string" ],
+								"description": "A debug adapter may set 'restart' to true (or to an arbitrary object) to request that the front end restarts the session.\nThe value is not interpreted by the client and passed unmodified as an attribute '__restart' to the 'launch' and 'attach' requests."
+							}
+						}
+					}
+				},
+				"required": [ "event" ]
+			}]
+		},
+
+		"ThreadEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "The event indicates that a thread has started or exited.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "thread" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"reason": {
+								"type": "string",
+								"description": "The reason for the event.",
+								"_enum": [ "started", "exited" ]
+							},
+							"threadId": {
+								"type": "integer",
+								"description": "The identifier of the thread."
+							}
+						},
+						"required": ["reason", "threadId"]
+					}
+				},
+				"required": [ "event", "body" ]
+			}]
+		},
+
+		"OutputEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "The event indicates that the target has produced some output.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "output" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"category": {
+								"type": "string",
+								"description": "The output category. If not specified or if the category is not understand by the client, 'console' is assumed.",
+								"_enum": [ "console", "important", "stdout", "stderr", "telemetry" ],
+								"enumDescriptions": [
+									"Show the output in the client's default message UI, e.g. a 'debug console'. This category should only be used for informational output from the debugger (as opposed to the debuggee).",
+									"A hint for the client to show the ouput in the client's UI for important and highly visible information, e.g. as a popup notification. This category should only be used for important messages from the debugger (as opposed to the debuggee). Since this category value is a hint, clients might ignore the hint and assume the 'console' category.",
+									"Show the output as normal program output from the debuggee.",
+									"Show the output as error program output from the debuggee.",
+									"Send the output to telemetry instead of showing it to the user."
+								]
+							},
+							"output": {
+								"type": "string",
+								"description": "The output to report."
+							},
+							"group": {
+								"type": "string",
+								"description": "Support for keeping an output log organized by grouping related messages.",
+								"enum": [ "start", "startCollapsed", "end" ],
+								"enumDescriptions": [
+									"Start a new group in expanded mode. Subsequent output events are members of the group and should be shown indented.\nThe 'output' attribute becomes the name of the group and is not indented.",
+									"Start a new group in collapsed mode. Subsequent output events are members of the group and should be shown indented (as soon as the group is expanded).\nThe 'output' attribute becomes the name of the group and is not indented.",
+									"End the current group and decreases the indentation of subsequent output events.\nA non empty 'output' attribute is shown as the unindented end of the group."
+								]
+							},
+							"variablesReference": {
+								"type": "integer",
+								"description": "If an attribute 'variablesReference' exists and its value is > 0, the output contains objects which can be retrieved by passing 'variablesReference' to the 'variables' request. The value should be less than or equal to 2147483647 (2^31-1)."
+							},
+							"source": {
+								"$ref": "#/definitions/Source",
+								"description": "An optional source location where the output was produced."
+							},
+							"line": {
+								"type": "integer",
+								"description": "An optional source location line where the output was produced."
+							},
+							"column": {
+								"type": "integer",
+								"description": "An optional source location column where the output was produced."
+							},
+							"data": {
+								"type": [ "array", "boolean", "integer", "null", "number" , "object", "string" ],
+								"description": "Optional data to report. For the 'telemetry' category the data will be sent to telemetry, for the other categories the data is shown in JSON format."
+							}
+						},
+						"required": ["output"]
+					}
+				},
+				"required": [ "event", "body" ]
+			}]
+		},
+
+		"BreakpointEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "The event indicates that some information about a breakpoint has changed.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "breakpoint" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"reason": {
+								"type": "string",
+								"description": "The reason for the event.",
+								"_enum": [ "changed", "new", "removed" ]
+							},
+							"breakpoint": {
+								"$ref": "#/definitions/Breakpoint",
+								"description": "The 'id' attribute is used to find the target breakpoint and the other attributes are used as the new values."
+							}
+						},
+						"required": [ "reason", "breakpoint" ]
+					}
+				},
+				"required": [ "event", "body" ]
+			}]
+		},
+
+		"ModuleEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "The event indicates that some information about a module has changed.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "module" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"reason": {
+								"type": "string",
+								"description": "The reason for the event.",
+								"enum": [ "new", "changed", "removed" ]
+							},
+							"module": {
+								"$ref": "#/definitions/Module",
+								"description": "The new, changed, or removed module. In case of 'removed' only the module id is used."
+							}
+						},
+						"required": [ "reason", "module" ]
+					}
+				},
+				"required": [ "event", "body" ]
+			}]
+		},
+
+		"LoadedSourceEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "The event indicates that some source has been added, changed, or removed from the set of all loaded sources.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "loadedSource" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"reason": {
+								"type": "string",
+								"description": "The reason for the event.",
+								"enum": [ "new", "changed", "removed" ]
+							},
+							"source": {
+								"$ref": "#/definitions/Source",
+								"description": "The new, changed, or removed source."
+							}
+						},
+						"required": [ "reason", "source" ]
+					}
+				},
+				"required": [ "event", "body" ]
+			}]
+		},
+
+		"ProcessEvent": {
+			"allOf": [
+				{ "$ref": "#/definitions/Event" },
+				{
+					"type": "object",
+					"description": "The event indicates that the debugger has begun debugging a new process. Either one that it has launched, or one that it has attached to.",
+					"properties": {
+						"event": {
+							"type": "string",
+							"enum": [ "process" ]
+						},
+						"body": {
+							"type": "object",
+							"properties": {
+								"name": {
+									"type": "string",
+									"description": "The logical name of the process. This is usually the full path to process's executable file. Example: /home/example/myproj/program.js."
+								},
+								"systemProcessId": {
+									"type": "integer",
+									"description": "The system process id of the debugged process. This property will be missing for non-system processes."
+								},
+								"isLocalProcess": {
+									"type": "boolean",
+									"description": "If true, the process is running on the same computer as the debug adapter."
+								},
+								"startMethod": {
+									"type": "string",
+									"enum": [ "launch", "attach", "attachForSuspendedLaunch" ],
+									"description": "Describes how the debug engine started debugging this process.",
+									"enumDescriptions": [
+										"Process was launched under the debugger.",
+										"Debugger attached to an existing process.",
+										"A project launcher component has launched a new process in a suspended state and then asked the debugger to attach."
+									]
+								},
+								"pointerSize": {
+									"type": "integer",
+									"description": "The size of a pointer or address for this process, in bits. This value may be used by clients when formatting addresses for display."
+								}
+							},
+							"required": [ "name" ]
+						}
+					},
+					"required": [ "event", "body" ]
+				}
+			]
+		},
+
+		"CapabilitiesEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "The event indicates that one or more capabilities have changed.\nSince the capabilities are dependent on the frontend and its UI, it might not be possible to change that at random times (or too late).\nConsequently this event has a hint characteristic: a frontend can only be expected to make a 'best effort' in honouring individual capabilities but there are no guarantees.\nOnly changed capabilities need to be included, all other capabilities keep their values.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "capabilities" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"capabilities": {
+								"$ref": "#/definitions/Capabilities",
+								"description": "The set of updated capabilities."
+							}
+						},
+						"required": [ "capabilities" ]
+					}
+				},
+				"required": [ "event", "body" ]
+			}]
+		},
+
+		"ProgressStartEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "The event signals that a long running operation is about to start and\nprovides additional information for the client to set up a corresponding progress and cancellation UI.\nThe client is free to delay the showing of the UI in order to reduce flicker.\nThis event should only be sent if the client has passed the value true for the 'supportsProgressReporting' capability of the 'initialize' request.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "progressStart" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"progressId": {
+								"type": "string",
+								"description": "An ID that must be used in subsequent 'progressUpdate' and 'progressEnd' events to make them refer to the same progress reporting.\nIDs must be unique within a debug session."
+							},
+							"title": {
+								"type": "string",
+								"description": "Mandatory (short) title of the progress reporting. Shown in the UI to describe the long running operation."
+							},
+							"requestId": {
+								"type": "integer",
+								"description": "The request ID that this progress report is related to. If specified a debug adapter is expected to emit\nprogress events for the long running request until the request has been either completed or cancelled.\nIf the request ID is omitted, the progress report is assumed to be related to some general activity of the debug adapter."
+							},
+							"cancellable": {
+								"type": "boolean",
+								"description": "If true, the request that reports progress may be canceled with a 'cancel' request.\nSo this property basically controls whether the client should use UX that supports cancellation.\nClients that don't support cancellation are allowed to ignore the setting."
+							},
+							"message": {
+								"type": "string",
+								"description": "Optional, more detailed progress message."
+							},
+							"percentage": {
+								"type": "number",
+								"description": "Optional progress percentage to display (value range: 0 to 100). If omitted no percentage will be shown."
+							}
+						},
+						"required": [ "progressId", "title" ]
+					}
+				},
+				"required": [ "event", "body" ]
+			}]
+		},
+
+		"ProgressUpdateEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "The event signals that the progress reporting needs to updated with a new message and/or percentage.\nThe client does not have to update the UI immediately, but the clients needs to keep track of the message and/or percentage values.\nThis event should only be sent if the client has passed the value true for the 'supportsProgressReporting' capability of the 'initialize' request.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "progressUpdate" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"progressId": {
+								"type": "string",
+								"description": "The ID that was introduced in the initial 'progressStart' event."
+							},
+							"message": {
+								"type": "string",
+								"description": "Optional, more detailed progress message. If omitted, the previous message (if any) is used."
+							},
+							"percentage": {
+								"type": "number",
+								"description": "Optional progress percentage to display (value range: 0 to 100). If omitted no percentage will be shown."
+							}
+						},
+						"required": [ "progressId" ]
+					}
+				},
+				"required": [ "event", "body" ]
+			}]
+		},
+
+		"ProgressEndEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "The event signals the end of the progress reporting with an optional final message.\nThis event should only be sent if the client has passed the value true for the 'supportsProgressReporting' capability of the 'initialize' request.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "progressEnd" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"progressId": {
+								"type": "string",
+								"description": "The ID that was introduced in the initial 'ProgressStartEvent'."
+							},
+							"message": {
+								"type": "string",
+								"description": "Optional, more detailed progress message. If omitted, the previous message (if any) is used."
+							}
+						},
+						"required": [ "progressId" ]
+					}
+				},
+				"required": [ "event", "body" ]
+			}]
+		},
+
+		"InvalidatedEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "This event signals that some state in the debug adapter has changed and requires that the client needs to re-render the data snapshot previously requested.\nDebug adapters do not have to emit this event for runtime changes like stopped or thread events because in that case the client refetches the new state anyway. But the event can be used for example to refresh the UI after rendering formatting has changed in the debug adapter.\nThis event should only be sent if the debug adapter has received a value true for the 'supportsInvalidatedEvent' capability of the 'initialize' request.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "invalidated" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"areas": {
+								"type": "array",
+								"description": "Optional set of logical areas that got invalidated. This property has a hint characteristic: a client can only be expected to make a 'best effort' in honouring the areas but there are no guarantees. If this property is missing, empty, or if values are not understand the client should assume a single value 'all'.",
+								"items": {
+									"$ref": "#/definitions/InvalidatedAreas"
+								}
+							},
+							"threadId": {
+								"type": "integer",
+								"description": "If specified, the client only needs to refetch data related to this thread."
+							},
+							"stackFrameId": {
+								"type": "integer",
+								"description": "If specified, the client only needs to refetch data related to this stack frame (and the 'threadId' is ignored)."
+							}
+						}
+					}
+				},
+				"required": [ "event", "body" ]
+			}]
+		},
+
+		"MemoryEvent": {
+			"allOf": [ { "$ref": "#/definitions/Event" }, {
+				"type": "object",
+				"description": "This event indicates that some memory range has been updated. It should only be sent if the debug adapter has received a value true for the `supportsMemoryEvent` capability of the `initialize` request.\nClients typically react to the event by re-issuing a `readMemory` request if they show the memory identified by the `memoryReference` and if the updated memory range overlaps the displayed range. Clients should not make assumptions how individual memory references relate to each other, so they should not assume that they are part of a single continuous address range and might overlap.\nDebug adapters can use this event to indicate that the contents of a memory range has changed due to some other DAP request like `setVariable` or `setExpression`. Debug adapters are not expected to emit this event for each and every memory change of a running program, because that information is typically not available from debuggers and it would flood clients with too many events.",
+				"properties": {
+					"event": {
+						"type": "string",
+						"enum": [ "memory" ]
+					},
+					"body": {
+						"type": "object",
+						"properties": {
+							"memoryReference": {
+								"type": "string",
+								"description": "Memory reference of a memory range that has been updated."
+							},
+							"offset": {
+								"type": "integer",
+								"description": "Starting offset in bytes where memory has been updated. Can be negative."
+							},
+							"count": {
+								"type": "integer",
+								"description": "Number of bytes updated."
+							}
+						},
+						"required": [ "memoryReference", "offset", "count" ]
+					}
+				},
+				"required": [ "event", "body" ]
+			}]
+		},
+
+		"RunInTerminalRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"title": "Reverse Requests",
+				"description": "This optional request is sent from the debug adapter to the client to run a command in a terminal.\nThis is typically used to launch the debuggee in a terminal provided by the client.\nThis request should only be called if the client has passed the value true for the 'supportsRunInTerminalRequest' capability of the 'initialize' request.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "runInTerminal" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/RunInTerminalRequestArguments"
+					}
+				},
+				"required": [ "command", "arguments" ]
+			}]
+		},
+		"RunInTerminalRequestArguments": {
+			"type": "object",
+			"description": "Arguments for 'runInTerminal' request.",
+			"properties": {
+				"kind": {
+					"type": "string",
+					"enum": [ "integrated", "external" ],
+					"description": "What kind of terminal to launch."
+				},
+				"title": {
+					"type": "string",
+					"description": "Optional title of the terminal."
+				},
+				"cwd": {
+					"type": "string",
+					"description": "Working directory for the command. For non-empty, valid paths this typically results in execution of a change directory command."
+				},
+				"args": {
+					"type": "array",
+					"items": {
+						"type": "string"
+					},
+					"description": "List of arguments. The first argument is the command to run."
+				},
+				"env": {
+					"type": "object",
+					"description": "Environment key-value pairs that are added to or removed from the default environment.",
+					"additionalProperties": {
+						"type": [ "string", "null" ],
+						"description": "Proper values must be strings. A value of 'null' removes the variable from the environment."
+					}
+				}
+			},
+			"required": [ "args", "cwd" ]
+		},
+		"RunInTerminalResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'runInTerminal' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"processId": {
+								"type": "integer",
+								"description": "The process ID. The value should be less than or equal to 2147483647 (2^31-1)."
+							},
+							"shellProcessId": {
+								"type": "integer",
+								"description": "The process ID of the terminal shell. The value should be less than or equal to 2147483647 (2^31-1)."
+							}
+						}
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"InitializeRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"title": "Requests",
+				"description": "The 'initialize' request is sent as the first request from the client to the debug adapter\nin order to configure it with client capabilities and to retrieve capabilities from the debug adapter.\nUntil the debug adapter has responded to with an 'initialize' response, the client must not send any additional requests or events to the debug adapter.\nIn addition the debug adapter is not allowed to send any requests or events to the client until it has responded with an 'initialize' response.\nThe 'initialize' request may only be sent once.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "initialize" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/InitializeRequestArguments"
+					}
+				},
+				"required": [ "command", "arguments" ]
+			}]
+		},
+		"InitializeRequestArguments": {
+			"type": "object",
+			"description": "Arguments for 'initialize' request.",
+			"properties": {
+				"clientID": {
+					"type": "string",
+					"description": "The ID of the (frontend) client using this adapter."
+				},
+				"clientName": {
+					"type": "string",
+					"description": "The human readable name of the (frontend) client using this adapter."
+				},
+				"adapterID": {
+					"type": "string",
+					"description": "The ID of the debug adapter."
+				},
+				"locale": {
+					"type": "string",
+					"description": "The ISO-639 locale of the (frontend) client using this adapter, e.g. en-US or de-CH."
+				},
+				"linesStartAt1": {
+					"type": "boolean",
+					"description": "If true all line numbers are 1-based (default)."
+				},
+				"columnsStartAt1": {
+					"type": "boolean",
+					"description": "If true all column numbers are 1-based (default)."
+				},
+				"pathFormat": {
+					"type": "string",
+					"_enum": [ "path", "uri" ],
+					"description": "Determines in what format paths are specified. The default is 'path', which is the native format."
+				},
+				"supportsVariableType": {
+					"type": "boolean",
+					"description": "Client supports the optional type attribute for variables."
+				},
+				"supportsVariablePaging": {
+					"type": "boolean",
+					"description": "Client supports the paging of variables."
+				},
+				"supportsRunInTerminalRequest": {
+					"type": "boolean",
+					"description": "Client supports the runInTerminal request."
+				},
+				"supportsMemoryReferences": {
+					"type": "boolean",
+					"description": "Client supports memory references."
+				},
+				"supportsProgressReporting": {
+					"type": "boolean",
+					"description": "Client supports progress reporting."
+				},
+				"supportsInvalidatedEvent": {
+					"type": "boolean",
+					"description": "Client supports the invalidated event."
+				},
+				"supportsMemoryEvent": {
+					"type": "boolean",
+					"description": "Client supports the memory event."
+				}
+			},
+			"required": [ "adapterID" ]
+		},
+		"InitializeResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'initialize' request.",
+				"properties": {
+					"body": {
+						"$ref": "#/definitions/Capabilities",
+						"description": "The capabilities of this debug adapter."
+					}
+				}
+			}]
+		},
+
+		"ConfigurationDoneRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "This optional request indicates that the client has finished initialization of the debug adapter.\nSo it is the last request in the sequence of configuration requests (which was started by the 'initialized' event).\nClients should only call this request if the capability 'supportsConfigurationDoneRequest' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "configurationDone" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/ConfigurationDoneArguments"
+					}
+				},
+				"required": [ "command" ]
+			}]
+		},
+		"ConfigurationDoneArguments": {
+			"type": "object",
+			"description": "Arguments for 'configurationDone' request."
+		},
+		"ConfigurationDoneResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'configurationDone' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"LaunchRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "This launch request is sent from the client to the debug adapter to start the debuggee with or without debugging (if 'noDebug' is true).\nSince launching is debugger/runtime specific, the arguments for this request are not part of this specification.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "launch" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/LaunchRequestArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"LaunchRequestArguments": {
+			"type": "object",
+			"description": "Arguments for 'launch' request. Additional attributes are implementation specific.",
+			"properties": {
+				"noDebug": {
+					"type": "boolean",
+					"description": "If noDebug is true the launch request should launch the program without enabling debugging."
+				},
+				"__restart": {
+					"type": [ "array", "boolean", "integer", "null", "number", "object", "string" ],
+					"description": "Optional data from the previous, restarted session.\nThe data is sent as the 'restart' attribute of the 'terminated' event.\nThe client should leave the data intact."
+				}
+			}
+		},
+		"LaunchResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'launch' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"AttachRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The attach request is sent from the client to the debug adapter to attach to a debuggee that is already running.\nSince attaching is debugger/runtime specific, the arguments for this request are not part of this specification.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "attach" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/AttachRequestArguments"
+					}
+				},
+				"required": [ "command", "arguments" ]
+			}]
+		},
+		"AttachRequestArguments": {
+			"type": "object",
+			"description": "Arguments for 'attach' request. Additional attributes are implementation specific.",
+			"properties": {
+				"__restart": {
+					"type": [ "array", "boolean", "integer", "null", "number", "object", "string" ],
+					"description": "Optional data from the previous, restarted session.\nThe data is sent as the 'restart' attribute of the 'terminated' event.\nThe client should leave the data intact."
+				}
+			}
+		},
+		"AttachResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'attach' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"RestartRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Restarts a debug session. Clients should only call this request if the capability 'supportsRestartRequest' is true.\nIf the capability is missing or has the value false, a typical client will emulate 'restart' by terminating the debug adapter first and then launching it anew.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "restart" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/RestartArguments"
+					}
+				},
+				"required": [ "command" ]
+			}]
+		},
+		"RestartArguments": {
+			"type": "object",
+			"description": "Arguments for 'restart' request.",
+			"properties": {
+				"arguments": {
+					"oneOf": [
+						{ "$ref": "#/definitions/LaunchRequestArguments" },
+						{ "$ref": "#/definitions/AttachRequestArguments" }
+					],
+					"description": "The latest version of the 'launch' or 'attach' configuration."
+				}
+			}
+		},
+		"RestartResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'restart' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"DisconnectRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The 'disconnect' request is sent from the client to the debug adapter in order to stop debugging.\nIt asks the debug adapter to disconnect from the debuggee and to terminate the debug adapter.\nIf the debuggee has been started with the 'launch' request, the 'disconnect' request terminates the debuggee.\nIf the 'attach' request was used to connect to the debuggee, 'disconnect' does not terminate the debuggee.\nThis behavior can be controlled with the 'terminateDebuggee' argument (if supported by the debug adapter).",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "disconnect" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/DisconnectArguments"
+					}
+				},
+				"required": [ "command" ]
+			}]
+		},
+		"DisconnectArguments": {
+			"type": "object",
+			"description": "Arguments for 'disconnect' request.",
+			"properties": {
+				"restart": {
+					"type": "boolean",
+					"description": "A value of true indicates that this 'disconnect' request is part of a restart sequence."
+				},
+				"terminateDebuggee": {
+					"type": "boolean",
+					"description": "Indicates whether the debuggee should be terminated when the debugger is disconnected.\nIf unspecified, the debug adapter is free to do whatever it thinks is best.\nThe attribute is only honored by a debug adapter if the capability 'supportTerminateDebuggee' is true."
+				},
+				"suspendDebuggee": {
+					"type": "boolean",
+					"description": "Indicates whether the debuggee should stay suspended when the debugger is disconnected.\nIf unspecified, the debuggee should resume execution.\nThe attribute is only honored by a debug adapter if the capability 'supportSuspendDebuggee' is true."
+				}
+			}
+		},
+		"DisconnectResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'disconnect' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"TerminateRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The 'terminate' request is sent from the client to the debug adapter in order to give the debuggee a chance for terminating itself.\nClients should only call this request if the capability 'supportsTerminateRequest' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "terminate" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/TerminateArguments"
+					}
+				},
+				"required": [ "command" ]
+			}]
+		},
+		"TerminateArguments": {
+			"type": "object",
+			"description": "Arguments for 'terminate' request.",
+			"properties": {
+				"restart": {
+					"type": "boolean",
+					"description": "A value of true indicates that this 'terminate' request is part of a restart sequence."
+				}
+			}
+		},
+		"TerminateResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'terminate' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"BreakpointLocationsRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The 'breakpointLocations' request returns all possible locations for source breakpoints in a given range.\nClients should only call this request if the capability 'supportsBreakpointLocationsRequest' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "breakpointLocations" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/BreakpointLocationsArguments"
+					}
+				},
+				"required": [ "command" ]
+			}]
+
+		},
+		"BreakpointLocationsArguments": {
+			"type": "object",
+			"description": "Arguments for 'breakpointLocations' request.",
+			"properties": {
+				"source": {
+					"$ref": "#/definitions/Source",
+					"description": "The source location of the breakpoints; either 'source.path' or 'source.reference' must be specified."
+				},
+				"line": {
+					"type": "integer",
+					"description": "Start line of range to search possible breakpoint locations in. If only the line is specified, the request returns all possible locations in that line."
+				},
+				"column": {
+					"type": "integer",
+					"description": "Optional start column of range to search possible breakpoint locations in. If no start column is given, the first column in the start line is assumed."
+				},
+				"endLine": {
+					"type": "integer",
+					"description": "Optional end line of range to search possible breakpoint locations in. If no end line is given, then the end line is assumed to be the start line."
+				},
+				"endColumn": {
+					"type": "integer",
+					"description": "Optional end column of range to search possible breakpoint locations in. If no end column is given, then it is assumed to be in the last column of the end line."
+				}
+			},
+			"required": [ "source", "line" ]
+		},
+		"BreakpointLocationsResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'breakpointLocations' request.\nContains possible locations for source breakpoints.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"breakpoints": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/BreakpointLocation"
+								},
+								"description": "Sorted set of possible breakpoint locations."
+							}
+						},
+						"required": [ "breakpoints" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"SetBreakpointsRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Sets multiple breakpoints for a single source and clears all previous breakpoints in that source.\nTo clear all breakpoint for a source, specify an empty array.\nWhen a breakpoint is hit, a 'stopped' event (with reason 'breakpoint') is generated.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "setBreakpoints" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/SetBreakpointsArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"SetBreakpointsArguments": {
+			"type": "object",
+			"description": "Arguments for 'setBreakpoints' request.",
+			"properties": {
+				"source": {
+					"$ref": "#/definitions/Source",
+					"description": "The source location of the breakpoints; either 'source.path' or 'source.reference' must be specified."
+				},
+				"breakpoints": {
+					"type": "array",
+					"items": {
+						"$ref": "#/definitions/SourceBreakpoint"
+					},
+					"description": "The code locations of the breakpoints."
+				},
+				"lines": {
+					"type": "array",
+					"items": {
+						"type": "integer"
+					},
+					"description": "Deprecated: The code locations of the breakpoints."
+				},
+				"sourceModified": {
+					"type": "boolean",
+					"description": "A value of true indicates that the underlying source has been modified which results in new breakpoint locations."
+				}
+			},
+			"required": [ "source" ]
+		},
+		"SetBreakpointsResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'setBreakpoints' request.\nReturned is information about each breakpoint created by this request.\nThis includes the actual code location and whether the breakpoint could be verified.\nThe breakpoints returned are in the same order as the elements of the 'breakpoints'\n(or the deprecated 'lines') array in the arguments.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"breakpoints": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/Breakpoint"
+								},
+								"description": "Information about the breakpoints.\nThe array elements are in the same order as the elements of the 'breakpoints' (or the deprecated 'lines') array in the arguments."
+							}
+						},
+						"required": [ "breakpoints" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"SetFunctionBreakpointsRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Replaces all existing function breakpoints with new function breakpoints.\nTo clear all function breakpoints, specify an empty array.\nWhen a function breakpoint is hit, a 'stopped' event (with reason 'function breakpoint') is generated.\nClients should only call this request if the capability 'supportsFunctionBreakpoints' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "setFunctionBreakpoints" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/SetFunctionBreakpointsArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"SetFunctionBreakpointsArguments": {
+			"type": "object",
+			"description": "Arguments for 'setFunctionBreakpoints' request.",
+			"properties": {
+				"breakpoints": {
+					"type": "array",
+					"items": {
+						"$ref": "#/definitions/FunctionBreakpoint"
+					},
+					"description": "The function names of the breakpoints."
+				}
+			},
+			"required": [ "breakpoints" ]
+		},
+		"SetFunctionBreakpointsResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'setFunctionBreakpoints' request.\nReturned is information about each breakpoint created by this request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"breakpoints": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/Breakpoint"
+								},
+								"description": "Information about the breakpoints. The array elements correspond to the elements of the 'breakpoints' array."
+							}
+						},
+						"required": [ "breakpoints" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"SetExceptionBreakpointsRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request configures the debuggers response to thrown exceptions.\nIf an exception is configured to break, a 'stopped' event is fired (with reason 'exception').\nClients should only call this request if the capability 'exceptionBreakpointFilters' returns one or more filters.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "setExceptionBreakpoints" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/SetExceptionBreakpointsArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"SetExceptionBreakpointsArguments": {
+			"type": "object",
+			"description": "Arguments for 'setExceptionBreakpoints' request.",
+			"properties": {
+				"filters": {
+					"type": "array",
+					"items": {
+						"type": "string"
+					},
+					"description": "Set of exception filters specified by their ID. The set of all possible exception filters is defined by the 'exceptionBreakpointFilters' capability. The 'filter' and 'filterOptions' sets are additive."
+				},
+				"filterOptions": {
+					"type": "array",
+					"items": {
+						"$ref": "#/definitions/ExceptionFilterOptions"
+					},
+					"description": "Set of exception filters and their options. The set of all possible exception filters is defined by the 'exceptionBreakpointFilters' capability. This attribute is only honored by a debug adapter if the capability 'supportsExceptionFilterOptions' is true. The 'filter' and 'filterOptions' sets are additive."
+				},
+				"exceptionOptions": {
+					"type": "array",
+					"items": {
+						"$ref": "#/definitions/ExceptionOptions"
+					},
+					"description": "Configuration options for selected exceptions.\nThe attribute is only honored by a debug adapter if the capability 'supportsExceptionOptions' is true."
+				}
+			},
+			"required": [ "filters" ]
+		},
+		"SetExceptionBreakpointsResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'setExceptionBreakpoints' request.\nThe response contains an array of Breakpoint objects with information about each exception breakpoint or filter. The Breakpoint objects are in the same order as the elements of the 'filters', 'filterOptions', 'exceptionOptions' arrays given as arguments. If both 'filters' and 'filterOptions' are given, the returned array must start with 'filters' information first, followed by 'filterOptions' information.\nThe mandatory 'verified' property of a Breakpoint object signals whether the exception breakpoint or filter could be successfully created and whether the optional condition or hit count expressions are valid. In case of an error the 'message' property explains the problem. An optional 'id' property can be used to introduce a unique ID for the exception breakpoint or filter so that it can be updated subsequently by sending breakpoint events.\nFor backward compatibility both the 'breakpoints' array and the enclosing 'body' are optional. If these elements are missing a client will not be able to show problems for individual exception breakpoints or filters.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"breakpoints": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/Breakpoint"
+								},
+								"description": "Information about the exception breakpoints or filters.\nThe breakpoints returned are in the same order as the elements of the 'filters', 'filterOptions', 'exceptionOptions' arrays in the arguments. If both 'filters' and 'filterOptions' are given, the returned array must start with 'filters' information first, followed by 'filterOptions' information."
+							}
+						}
+					}
+				}
+			}]
+		},
+
+		"DataBreakpointInfoRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Obtains information on a possible data breakpoint that could be set on an expression or variable.\nClients should only call this request if the capability 'supportsDataBreakpoints' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "dataBreakpointInfo" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/DataBreakpointInfoArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"DataBreakpointInfoArguments": {
+			"type": "object",
+			"description": "Arguments for 'dataBreakpointInfo' request.",
+			"properties": {
+				"variablesReference": {
+					"type": "integer",
+					"description": "Reference to the Variable container if the data breakpoint is requested for a child of the container."
+				},
+				"name": {
+					"type": "string",
+					"description": "The name of the Variable's child to obtain data breakpoint information for.\nIf variablesReference isn't provided, this can be an expression."
+				}
+			},
+			"required": [ "name" ]
+		},
+		"DataBreakpointInfoResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'dataBreakpointInfo' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"dataId": {
+								"type": [ "string", "null" ],
+								"description": "An identifier for the data on which a data breakpoint can be registered with the setDataBreakpoints request or null if no data breakpoint is available."
+							},
+							"description": {
+								"type": "string",
+								"description": "UI string that describes on what data the breakpoint is set on or why a data breakpoint is not available."
+							},
+							"accessTypes": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/DataBreakpointAccessType"
+								},
+								"description": "Optional attribute listing the available access types for a potential data breakpoint. A UI frontend could surface this information."
+							},
+							"canPersist": {
+								"type": "boolean",
+								"description": "Optional attribute indicating that a potential data breakpoint could be persisted across sessions."
+							}
+						},
+						"required": [ "dataId", "description" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"SetDataBreakpointsRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Replaces all existing data breakpoints with new data breakpoints.\nTo clear all data breakpoints, specify an empty array.\nWhen a data breakpoint is hit, a 'stopped' event (with reason 'data breakpoint') is generated.\nClients should only call this request if the capability 'supportsDataBreakpoints' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "setDataBreakpoints" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/SetDataBreakpointsArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"SetDataBreakpointsArguments": {
+			"type": "object",
+			"description": "Arguments for 'setDataBreakpoints' request.",
+			"properties": {
+				"breakpoints": {
+					"type": "array",
+					"items": {
+						"$ref": "#/definitions/DataBreakpoint"
+					},
+					"description": "The contents of this array replaces all existing data breakpoints. An empty array clears all data breakpoints."
+				}
+			},
+			"required": [ "breakpoints" ]
+		},
+		"SetDataBreakpointsResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'setDataBreakpoints' request.\nReturned is information about each breakpoint created by this request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"breakpoints": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/Breakpoint"
+								},
+								"description": "Information about the data breakpoints. The array elements correspond to the elements of the input argument 'breakpoints' array."
+							}
+						},
+						"required": [ "breakpoints" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"SetInstructionBreakpointsRequest": {
+			"allOf": [
+				{ "$ref": "#/definitions/Request" },
+				{
+					"type": "object",
+					"description": "Replaces all existing instruction breakpoints. Typically, instruction breakpoints would be set from a diassembly window. \nTo clear all instruction breakpoints, specify an empty array.\nWhen an instruction breakpoint is hit, a 'stopped' event (with reason 'instruction breakpoint') is generated.\nClients should only call this request if the capability 'supportsInstructionBreakpoints' is true.",
+					"properties": {
+						"command": {
+						"type": "string",
+						"enum": [ "setInstructionBreakpoints" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/SetInstructionBreakpointsArguments"
+					}
+				},
+				"required": [ "command", "arguments" ]
+			}]
+		},
+		"SetInstructionBreakpointsArguments": {
+			"type": "object",
+			"description": "Arguments for 'setInstructionBreakpoints' request",
+			"properties": {
+				"breakpoints": {
+					"type": "array",
+					"items": {
+						"$ref": "#/definitions/InstructionBreakpoint"
+					},
+					"description": "The instruction references of the breakpoints"
+				}
+			},
+			"required": ["breakpoints"]
+		},
+		"SetInstructionBreakpointsResponse": {
+			"allOf": [
+				{ "$ref": "#/definitions/Response" },
+				{
+					"type": "object",
+					"description": "Response to 'setInstructionBreakpoints' request",
+					"properties": {
+						"body": {
+							"type": "object",
+							"properties": {
+								"breakpoints": {
+									"type": "array",
+									"items": {
+										"$ref": "#/definitions/Breakpoint"
+									},
+								"description": "Information about the breakpoints. The array elements correspond to the elements of the 'breakpoints' array."
+							}
+						},
+						"required": [ "breakpoints" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"ContinueRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request resumes execution of all threads. If the debug adapter supports single thread execution (see capability 'supportsSingleThreadExecutionRequests') setting the 'singleThread' argument to true resumes only the specified thread. If not all threads were resumed, the 'allThreadsContinued' attribute of the response must be set to false.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "continue" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/ContinueArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"ContinueArguments": {
+			"type": "object",
+			"description": "Arguments for 'continue' request.",
+			"properties": {
+				"threadId": {
+					"type": "integer",
+					"description": "Specifies the active thread. If the debug adapter supports single thread execution (see 'supportsSingleThreadExecutionRequests') and the optional argument 'singleThread' is true, only the thread with this ID is resumed."
+				},
+				"singleThread": {
+					"type": "boolean",
+					"description": "If this optional flag is true, execution is resumed only for the thread with given 'threadId'."
+				}
+			},
+			"required": [ "threadId" ]
+		},
+		"ContinueResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'continue' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"allThreadsContinued": {
+								"type": "boolean",
+								"description": "The value true (or a missing property) signals to the client that all threads have been resumed. The value false must be returned if not all threads were resumed."
+							}
+						}
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"NextRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request executes one step (in the given granularity) for the specified thread and allows all other threads to run freely by resuming them.\nIf the debug adapter supports single thread execution (see capability 'supportsSingleThreadExecutionRequests') setting the 'singleThread' argument to true prevents other suspended threads from resuming.\nThe debug adapter first sends the response and then a 'stopped' event (with reason 'step') after the step has completed.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "next" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/NextArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"NextArguments": {
+			"type": "object",
+			"description": "Arguments for 'next' request.",
+			"properties": {
+				"threadId": {
+					"type": "integer",
+					"description": "Specifies the thread for which to resume execution for one step (of the given granularity)."
+				},
+				"singleThread": {
+					"type": "boolean",
+					"description": "If this optional flag is true, all other suspended threads are not resumed."
+				},
+				"granularity": {
+					"$ref": "#/definitions/SteppingGranularity",
+					"description": "Optional granularity to step. If no granularity is specified, a granularity of 'statement' is assumed."
+				}
+			},
+			"required": [ "threadId" ]
+		},
+		"NextResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'next' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"StepInRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request resumes the given thread to step into a function/method and allows all other threads to run freely by resuming them.\nIf the debug adapter supports single thread execution (see capability 'supportsSingleThreadExecutionRequests') setting the 'singleThread' argument to true prevents other suspended threads from resuming.\nIf the request cannot step into a target, 'stepIn' behaves like the 'next' request.\nThe debug adapter first sends the response and then a 'stopped' event (with reason 'step') after the step has completed.\nIf there are multiple function/method calls (or other targets) on the source line,\nthe optional argument 'targetId' can be used to control into which target the 'stepIn' should occur.\nThe list of possible targets for a given source line can be retrieved via the 'stepInTargets' request.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "stepIn" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/StepInArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"StepInArguments": {
+			"type": "object",
+			"description": "Arguments for 'stepIn' request.",
+			"properties": {
+				"threadId": {
+					"type": "integer",
+					"description": "Specifies the thread for which to resume execution for one step-into (of the given granularity)."
+				},
+				"singleThread": {
+					"type": "boolean",
+					"description": "If this optional flag is true, all other suspended threads are not resumed."
+				},
+				"targetId": {
+					"type": "integer",
+					"description": "Optional id of the target to step into."
+				},
+				"granularity": {
+					"$ref": "#/definitions/SteppingGranularity",
+					"description": "Optional granularity to step. If no granularity is specified, a granularity of 'statement' is assumed."
+				}
+			},
+			"required": [ "threadId" ]
+		},
+		"StepInResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'stepIn' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"StepOutRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request resumes the given thread to step out (return) from a function/method and allows all other threads to run freely by resuming them.\nIf the debug adapter supports single thread execution (see capability 'supportsSingleThreadExecutionRequests') setting the 'singleThread' argument to true prevents other suspended threads from resuming.\nThe debug adapter first sends the response and then a 'stopped' event (with reason 'step') after the step has completed.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "stepOut" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/StepOutArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"StepOutArguments": {
+			"type": "object",
+			"description": "Arguments for 'stepOut' request.",
+			"properties": {
+				"threadId": {
+					"type": "integer",
+					"description": "Specifies the thread for which to resume execution for one step-out (of the given granularity)."
+				},
+				"singleThread": {
+					"type": "boolean",
+					"description": "If this optional flag is true, all other suspended threads are not resumed."
+				},
+				"granularity": {
+					"$ref": "#/definitions/SteppingGranularity",
+					"description": "Optional granularity to step. If no granularity is specified, a granularity of 'statement' is assumed."
+				}
+			},
+			"required": [ "threadId" ]
+		},
+		"StepOutResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'stepOut' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"StepBackRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request executes one backward step (in the given granularity) for the specified thread and allows all other threads to run backward freely by resuming them.\nIf the debug adapter supports single thread execution (see capability 'supportsSingleThreadExecutionRequests') setting the 'singleThread' argument to true prevents other suspended threads from resuming.\nThe debug adapter first sends the response and then a 'stopped' event (with reason 'step') after the step has completed.\nClients should only call this request if the capability 'supportsStepBack' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "stepBack" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/StepBackArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"StepBackArguments": {
+			"type": "object",
+			"description": "Arguments for 'stepBack' request.",
+			"properties": {
+				"threadId": {
+					"type": "integer",
+					"description": "Specifies the thread for which to resume execution for one step backwards (of the given granularity)."
+				},
+				"singleThread": {
+					"type": "boolean",
+					"description": "If this optional flag is true, all other suspended threads are not resumed."
+				},
+				"granularity": {
+					"$ref": "#/definitions/SteppingGranularity",
+					"description": "Optional granularity to step. If no granularity is specified, a granularity of 'statement' is assumed."
+				}
+			},
+			"required": [ "threadId" ]
+		},
+		"StepBackResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'stepBack' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"ReverseContinueRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request resumes backward execution of all threads. If the debug adapter supports single thread execution (see capability 'supportsSingleThreadExecutionRequests') setting the 'singleThread' argument to true resumes only the specified thread. If not all threads were resumed, the 'allThreadsContinued' attribute of the response must be set to false.\nClients should only call this request if the capability 'supportsStepBack' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "reverseContinue" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/ReverseContinueArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"ReverseContinueArguments": {
+			"type": "object",
+			"description": "Arguments for 'reverseContinue' request.",
+			"properties": {
+				"threadId": {
+					"type": "integer",
+					"description": "Specifies the active thread. If the debug adapter supports single thread execution (see 'supportsSingleThreadExecutionRequests') and the optional argument 'singleThread' is true, only the thread with this ID is resumed."
+				},
+				"singleThread": {
+					"type": "boolean",
+					"description": "If this optional flag is true, backward execution is resumed only for the thread with given 'threadId'."
+				}
+
+			},
+			"required": [ "threadId" ]
+		},
+		"ReverseContinueResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'reverseContinue' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"RestartFrameRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request restarts execution of the specified stackframe.\nThe debug adapter first sends the response and then a 'stopped' event (with reason 'restart') after the restart has completed.\nClients should only call this request if the capability 'supportsRestartFrame' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "restartFrame" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/RestartFrameArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"RestartFrameArguments": {
+			"type": "object",
+			"description": "Arguments for 'restartFrame' request.",
+			"properties": {
+				"frameId": {
+					"type": "integer",
+					"description": "Restart this stackframe."
+				}
+			},
+			"required": [ "frameId" ]
+		},
+		"RestartFrameResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'restartFrame' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"GotoRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request sets the location where the debuggee will continue to run.\nThis makes it possible to skip the execution of code or to executed code again.\nThe code between the current location and the goto target is not executed but skipped.\nThe debug adapter first sends the response and then a 'stopped' event with reason 'goto'.\nClients should only call this request if the capability 'supportsGotoTargetsRequest' is true (because only then goto targets exist that can be passed as arguments).",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "goto" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/GotoArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"GotoArguments": {
+			"type": "object",
+			"description": "Arguments for 'goto' request.",
+			"properties": {
+				"threadId": {
+					"type": "integer",
+					"description": "Set the goto target for this thread."
+				},
+				"targetId": {
+					"type": "integer",
+					"description": "The location where the debuggee will continue to run."
+				}
+			},
+			"required": [ "threadId", "targetId" ]
+		},
+		"GotoResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'goto' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"PauseRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request suspends the debuggee.\nThe debug adapter first sends the response and then a 'stopped' event (with reason 'pause') after the thread has been paused successfully.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "pause" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/PauseArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"PauseArguments": {
+			"type": "object",
+			"description": "Arguments for 'pause' request.",
+			"properties": {
+				"threadId": {
+					"type": "integer",
+					"description": "Pause execution for this thread."
+				}
+			},
+			"required": [ "threadId" ]
+		},
+		"PauseResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'pause' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"StackTraceRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request returns a stacktrace from the current execution state of a given thread.\nA client can request all stack frames by omitting the startFrame and levels arguments. For performance conscious clients and if the debug adapter's 'supportsDelayedStackTraceLoading' capability is true, stack frames can be retrieved in a piecemeal way with the startFrame and levels arguments. The response of the stackTrace request may contain a totalFrames property that hints at the total number of frames in the stack. If a client needs this total number upfront, it can issue a request for a single (first) frame and depending on the value of totalFrames decide how to proceed. In any case a client should be prepared to receive less frames than requested, which is an indication that the end of the stack has been reached.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "stackTrace" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/StackTraceArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"StackTraceArguments": {
+			"type": "object",
+			"description": "Arguments for 'stackTrace' request.",
+			"properties": {
+				"threadId": {
+					"type": "integer",
+					"description": "Retrieve the stacktrace for this thread."
+				},
+				"startFrame": {
+					"type": "integer",
+					"description": "The index of the first frame to return; if omitted frames start at 0."
+				},
+				"levels": {
+					"type": "integer",
+					"description": "The maximum number of frames to return. If levels is not specified or 0, all frames are returned."
+				},
+				"format": {
+					"$ref": "#/definitions/StackFrameFormat",
+					"description": "Specifies details on how to format the stack frames.\nThe attribute is only honored by a debug adapter if the capability 'supportsValueFormattingOptions' is true."
+				}
+			},
+			"required": [ "threadId" ]
+		},
+		"StackTraceResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'stackTrace' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"stackFrames": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/StackFrame"
+								},
+								"description": "The frames of the stackframe. If the array has length zero, there are no stackframes available.\nThis means that there is no location information available."
+							},
+							"totalFrames": {
+								"type": "integer",
+								"description": "The total number of frames available in the stack. If omitted or if totalFrames is larger than the available frames, a client is expected to request frames until a request returns less frames than requested (which indicates the end of the stack). Returning monotonically increasing totalFrames values for subsequent requests can be used to enforce paging in the client."
+							}
+						},
+						"required": [ "stackFrames" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"ScopesRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request returns the variable scopes for a given stackframe ID.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "scopes" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/ScopesArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"ScopesArguments": {
+			"type": "object",
+			"description": "Arguments for 'scopes' request.",
+			"properties": {
+				"frameId": {
+					"type": "integer",
+					"description": "Retrieve the scopes for this stackframe."
+				}
+			},
+			"required": [ "frameId" ]
+		},
+		"ScopesResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'scopes' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"scopes": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/Scope"
+								},
+								"description": "The scopes of the stackframe. If the array has length zero, there are no scopes available."
+							}
+						},
+						"required": [ "scopes" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"VariablesRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Retrieves all child variables for the given variable reference.\nAn optional filter can be used to limit the fetched children to either named or indexed children.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "variables" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/VariablesArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"VariablesArguments": {
+			"type": "object",
+			"description": "Arguments for 'variables' request.",
+			"properties": {
+				"variablesReference": {
+					"type": "integer",
+					"description": "The Variable reference."
+				},
+				"filter": {
+					"type": "string",
+					"enum": [ "indexed", "named" ],
+					"description": "Optional filter to limit the child variables to either named or indexed. If omitted, both types are fetched."
+				},
+				"start": {
+					"type": "integer",
+					"description": "The index of the first variable to return; if omitted children start at 0."
+				},
+				"count": {
+					"type": "integer",
+					"description": "The number of variables to return. If count is missing or 0, all variables are returned."
+				},
+				"format": {
+					"$ref": "#/definitions/ValueFormat",
+					"description": "Specifies details on how to format the Variable values.\nThe attribute is only honored by a debug adapter if the capability 'supportsValueFormattingOptions' is true."
+				}
+			},
+			"required": [ "variablesReference" ]
+		},
+		"VariablesResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'variables' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"variables": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/Variable"
+								},
+								"description": "All (or a range) of variables for the given variable reference."
+							}
+						},
+						"required": [ "variables" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"SetVariableRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Set the variable with the given name in the variable container to a new value. Clients should only call this request if the capability 'supportsSetVariable' is true.\nIf a debug adapter implements both setVariable and setExpression, a client will only use setExpression if the variable has an evaluateName property.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "setVariable" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/SetVariableArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"SetVariableArguments": {
+			"type": "object",
+			"description": "Arguments for 'setVariable' request.",
+			"properties": {
+				"variablesReference": {
+					"type": "integer",
+					"description": "The reference of the variable container."
+				},
+				"name": {
+					"type": "string",
+					"description": "The name of the variable in the container."
+				},
+				"value": {
+					"type": "string",
+					"description": "The value of the variable."
+				},
+				"format": {
+					"$ref": "#/definitions/ValueFormat",
+					"description": "Specifies details on how to format the response value."
+				}
+			},
+			"required": [ "variablesReference", "name", "value" ]
+		},
+		"SetVariableResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'setVariable' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"value": {
+								"type": "string",
+								"description": "The new value of the variable."
+							},
+							"type": {
+								"type": "string",
+								"description": "The type of the new value. Typically shown in the UI when hovering over the value."
+							},
+							"variablesReference": {
+								"type": "integer",
+								"description": "If variablesReference is > 0, the new value is structured and its children can be retrieved by passing variablesReference to the VariablesRequest.\nThe value should be less than or equal to 2147483647 (2^31-1)."
+							},
+							"namedVariables": {
+								"type": "integer",
+								"description": "The number of named child variables.\nThe client can use this optional information to present the variables in a paged UI and fetch them in chunks.\nThe value should be less than or equal to 2147483647 (2^31-1)."
+							},
+							"indexedVariables": {
+								"type": "integer",
+								"description": "The number of indexed child variables.\nThe client can use this optional information to present the variables in a paged UI and fetch them in chunks.\nThe value should be less than or equal to 2147483647 (2^31-1)."
+							}
+						},
+						"required": [ "value" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"SourceRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request retrieves the source code for a given source reference.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "source" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/SourceArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"SourceArguments": {
+			"type": "object",
+			"description": "Arguments for 'source' request.",
+			"properties": {
+				"source": {
+					"$ref": "#/definitions/Source",
+					"description": "Specifies the source content to load. Either source.path or source.sourceReference must be specified."
+				},
+				"sourceReference": {
+					"type": "integer",
+					"description": "The reference to the source. This is the same as source.sourceReference.\nThis is provided for backward compatibility since old backends do not understand the 'source' attribute."
+				}
+			},
+			"required": [ "sourceReference" ]
+		},
+		"SourceResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'source' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"content": {
+								"type": "string",
+								"description": "Content of the source reference."
+							},
+							"mimeType": {
+								"type": "string",
+								"description": "Optional content type (mime type) of the source."
+							}
+						},
+						"required": [ "content" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"ThreadsRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request retrieves a list of all threads.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "threads" ]
+					}
+				},
+				"required": [ "command" ]
+			}]
+		},
+		"ThreadsResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'threads' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"threads": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/Thread"
+								},
+								"description": "All threads."
+							}
+						},
+						"required": [ "threads" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"TerminateThreadsRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "The request terminates the threads with the given ids.\nClients should only call this request if the capability 'supportsTerminateThreadsRequest' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "terminateThreads" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/TerminateThreadsArguments"
+					}
+				},
+				"required": [ "command", "arguments" ]
+			}]
+		},
+		"TerminateThreadsArguments": {
+			"type": "object",
+			"description": "Arguments for 'terminateThreads' request.",
+			"properties": {
+				"threadIds": {
+					"type": "array",
+					"items": {
+						"type": "integer"
+					},
+					"description": "Ids of threads to be terminated."
+				}
+			}
+		},
+		"TerminateThreadsResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'terminateThreads' request. This is just an acknowledgement, so no body field is required."
+			}]
+		},
+
+		"ModulesRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Modules can be retrieved from the debug adapter with this request which can either return all modules or a range of modules to support paging.\nClients should only call this request if the capability 'supportsModulesRequest' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "modules" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/ModulesArguments"
+					}
+				},
+				"required": [ "command", "arguments" ]
+			}]
+		},
+		"ModulesArguments": {
+			"type": "object",
+			"description": "Arguments for 'modules' request.",
+			"properties": {
+				"startModule": {
+					"type": "integer",
+					"description": "The index of the first module to return; if omitted modules start at 0."
+				},
+				"moduleCount": {
+					"type": "integer",
+					"description": "The number of modules to return. If moduleCount is not specified or 0, all modules are returned."
+				}
+			}
+		},
+		"ModulesResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'modules' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"modules": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/Module"
+								},
+								"description": "All modules or range of modules."
+							},
+							"totalModules": {
+								"type": "integer",
+								"description": "The total number of modules available."
+							}
+						},
+						"required": [ "modules" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"LoadedSourcesRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Retrieves the set of all sources currently loaded by the debugged process.\nClients should only call this request if the capability 'supportsLoadedSourcesRequest' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "loadedSources" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/LoadedSourcesArguments"
+					}
+				},
+				"required": [ "command" ]
+			}]
+		},
+		"LoadedSourcesArguments": {
+			"type": "object",
+			"description": "Arguments for 'loadedSources' request."
+		},
+		"LoadedSourcesResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'loadedSources' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"sources": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/Source"
+								},
+								"description": "Set of loaded sources."
+							}
+						},
+						"required": [ "sources" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"EvaluateRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Evaluates the given expression in the context of the top most stack frame.\nThe expression has access to any variables and arguments that are in scope.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "evaluate" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/EvaluateArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"EvaluateArguments": {
+			"type": "object",
+			"description": "Arguments for 'evaluate' request.",
+			"properties": {
+				"expression": {
+					"type": "string",
+					"description": "The expression to evaluate."
+				},
+				"frameId": {
+					"type": "integer",
+					"description": "Evaluate the expression in the scope of this stack frame. If not specified, the expression is evaluated in the global scope."
+				},
+				"context": {
+					"type": "string",
+					"_enum": [ "watch", "repl", "hover", "clipboard" ],
+					"enumDescriptions": [
+						"evaluate is run in a watch.",
+						"evaluate is run from REPL console.",
+						"evaluate is run from a data hover.",
+						"evaluate is run to generate the value that will be stored in the clipboard.\nThe attribute is only honored by a debug adapter if the capability 'supportsClipboardContext' is true."
+					],
+					"description": "The context in which the evaluate request is run."
+				},
+				"format": {
+					"$ref": "#/definitions/ValueFormat",
+					"description": "Specifies details on how to format the Evaluate result.\nThe attribute is only honored by a debug adapter if the capability 'supportsValueFormattingOptions' is true."
+				}
+			},
+			"required": [ "expression" ]
+		},
+		"EvaluateResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'evaluate' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"result": {
+								"type": "string",
+								"description": "The result of the evaluate request."
+							},
+							"type": {
+								"type": "string",
+								"description": "The optional type of the evaluate result.\nThis attribute should only be returned by a debug adapter if the client has passed the value true for the 'supportsVariableType' capability of the 'initialize' request."
+							},
+							"presentationHint": {
+								"$ref": "#/definitions/VariablePresentationHint",
+								"description": "Properties of a evaluate result that can be used to determine how to render the result in the UI."
+							},
+							"variablesReference": {
+								"type": "integer",
+								"description": "If variablesReference is > 0, the evaluate result is structured and its children can be retrieved by passing variablesReference to the VariablesRequest.\nThe value should be less than or equal to 2147483647 (2^31-1)."
+							},
+							"namedVariables": {
+								"type": "integer",
+								"description": "The number of named child variables.\nThe client can use this optional information to present the variables in a paged UI and fetch them in chunks.\nThe value should be less than or equal to 2147483647 (2^31-1)."
+							},
+							"indexedVariables": {
+								"type": "integer",
+								"description": "The number of indexed child variables.\nThe client can use this optional information to present the variables in a paged UI and fetch them in chunks.\nThe value should be less than or equal to 2147483647 (2^31-1)."
+							},
+							"memoryReference": {
+								"type": "string",
+								"description": "Optional memory reference to a location appropriate for this result.\nFor pointer type eval results, this is generally a reference to the memory address contained in the pointer.\nThis attribute should be returned by a debug adapter if the client has passed the value true for the 'supportsMemoryReferences' capability of the 'initialize' request."
+							}
+						},
+						"required": [ "result", "variablesReference" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"SetExpressionRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Evaluates the given 'value' expression and assigns it to the 'expression' which must be a modifiable l-value.\nThe expressions have access to any variables and arguments that are in scope of the specified frame.\nClients should only call this request if the capability 'supportsSetExpression' is true.\nIf a debug adapter implements both setExpression and setVariable, a client will only use setExpression if the variable has an evaluateName property.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "setExpression" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/SetExpressionArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"SetExpressionArguments": {
+			"type": "object",
+			"description": "Arguments for 'setExpression' request.",
+			"properties": {
+				"expression": {
+					"type": "string",
+					"description": "The l-value expression to assign to."
+				},
+				"value": {
+					"type": "string",
+					"description": "The value expression to assign to the l-value expression."
+				},
+				"frameId": {
+					"type": "integer",
+					"description": "Evaluate the expressions in the scope of this stack frame. If not specified, the expressions are evaluated in the global scope."
+				},
+				"format": {
+					"$ref": "#/definitions/ValueFormat",
+					"description": "Specifies how the resulting value should be formatted."
+				}
+			},
+			"required": [ "expression", "value" ]
+		},
+		"SetExpressionResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'setExpression' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"value": {
+								"type": "string",
+								"description": "The new value of the expression."
+							},
+							"type": {
+								"type": "string",
+								"description": "The optional type of the value.\nThis attribute should only be returned by a debug adapter if the client has passed the value true for the 'supportsVariableType' capability of the 'initialize' request."
+							},
+							"presentationHint": {
+								"$ref": "#/definitions/VariablePresentationHint",
+								"description": "Properties of a value that can be used to determine how to render the result in the UI."
+							},
+							"variablesReference": {
+								"type": "integer",
+								"description": "If variablesReference is > 0, the value is structured and its children can be retrieved by passing variablesReference to the VariablesRequest.\nThe value should be less than or equal to 2147483647 (2^31-1)."
+							},
+							"namedVariables": {
+								"type": "integer",
+								"description": "The number of named child variables.\nThe client can use this optional information to present the variables in a paged UI and fetch them in chunks.\nThe value should be less than or equal to 2147483647 (2^31-1)."
+							},
+							"indexedVariables": {
+								"type": "integer",
+								"description": "The number of indexed child variables.\nThe client can use this optional information to present the variables in a paged UI and fetch them in chunks.\nThe value should be less than or equal to 2147483647 (2^31-1)."
+							}
+						},
+						"required": [ "value" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"StepInTargetsRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "This request retrieves the possible stepIn targets for the specified stack frame.\nThese targets can be used in the 'stepIn' request.\nThe StepInTargets may only be called if the 'supportsStepInTargetsRequest' capability exists and is true.\nClients should only call this request if the capability 'supportsStepInTargetsRequest' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "stepInTargets" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/StepInTargetsArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"StepInTargetsArguments": {
+			"type": "object",
+			"description": "Arguments for 'stepInTargets' request.",
+			"properties": {
+				"frameId": {
+					"type": "integer",
+					"description": "The stack frame for which to retrieve the possible stepIn targets."
+				}
+			},
+			"required": [ "frameId" ]
+		},
+		"StepInTargetsResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'stepInTargets' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"targets": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/StepInTarget"
+								},
+								"description": "The possible stepIn targets of the specified source location."
+							}
+						},
+						"required": [ "targets" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"GotoTargetsRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "This request retrieves the possible goto targets for the specified source location.\nThese targets can be used in the 'goto' request.\nClients should only call this request if the capability 'supportsGotoTargetsRequest' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "gotoTargets" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/GotoTargetsArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"GotoTargetsArguments": {
+			"type": "object",
+			"description": "Arguments for 'gotoTargets' request.",
+			"properties": {
+				"source": {
+					"$ref": "#/definitions/Source",
+					"description": "The source location for which the goto targets are determined."
+				},
+				"line": {
+					"type": "integer",
+					"description": "The line location for which the goto targets are determined."
+				},
+				"column": {
+					"type": "integer",
+					"description": "An optional column location for which the goto targets are determined."
+				}
+			},
+			"required": [ "source", "line" ]
+		},
+		"GotoTargetsResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'gotoTargets' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"targets": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/GotoTarget"
+								},
+								"description": "The possible goto targets of the specified location."
+							}
+						},
+						"required": [ "targets" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"CompletionsRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Returns a list of possible completions for a given caret position and text.\nClients should only call this request if the capability 'supportsCompletionsRequest' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "completions" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/CompletionsArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"CompletionsArguments": {
+			"type": "object",
+			"description": "Arguments for 'completions' request.",
+			"properties": {
+				"frameId": {
+					"type": "integer",
+					"description": "Returns completions in the scope of this stack frame. If not specified, the completions are returned for the global scope."
+				},
+				"text": {
+					"type": "string",
+					"description": "One or more source lines. Typically this is the text a user has typed into the debug console before he asked for completion."
+				},
+				"column": {
+					"type": "integer",
+					"description": "The character position for which to determine the completion proposals."
+				},
+				"line": {
+					"type": "integer",
+					"description": "An optional line for which to determine the completion proposals. If missing the first line of the text is assumed."
+				}
+			},
+			"required": [ "text", "column" ]
+		},
+		"CompletionsResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'completions' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"targets": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/CompletionItem"
+								},
+								"description": "The possible completions for ."
+							}
+						},
+						"required": [ "targets" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"ExceptionInfoRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Retrieves the details of the exception that caused this event to be raised.\nClients should only call this request if the capability 'supportsExceptionInfoRequest' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "exceptionInfo" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/ExceptionInfoArguments"
+					}
+				},
+				"required": [ "command", "arguments"  ]
+			}]
+		},
+		"ExceptionInfoArguments": {
+			"type": "object",
+			"description": "Arguments for 'exceptionInfo' request.",
+			"properties": {
+				"threadId": {
+					"type": "integer",
+					"description": "Thread for which exception information should be retrieved."
+				}
+			},
+			"required": [ "threadId" ]
+		},
+		"ExceptionInfoResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'exceptionInfo' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"exceptionId": {
+								"type": "string",
+								"description": "ID of the exception that was thrown."
+							},
+							"description": {
+								"type": "string",
+								"description": "Descriptive text for the exception provided by the debug adapter."
+							},
+							"breakMode": {
+								"$ref": "#/definitions/ExceptionBreakMode",
+								"description": "Mode that caused the exception notification to be raised."
+							},
+							"details": {
+								"$ref": "#/definitions/ExceptionDetails",
+								"description": "Detailed information about the exception."
+							}
+						},
+						"required": [ "exceptionId", "breakMode" ]
+					}
+				},
+				"required": [ "body" ]
+			}]
+		},
+
+		"ReadMemoryRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Reads bytes from memory at the provided location.\nClients should only call this request if the capability 'supportsReadMemoryRequest' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "readMemory" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/ReadMemoryArguments"
+					}
+				},
+				"required": [ "command", "arguments" ]
+			}]
+		},
+		"ReadMemoryArguments": {
+			"type": "object",
+			"description": "Arguments for 'readMemory' request.",
+			"properties": {
+				"memoryReference": {
+					"type": "string",
+					"description": "Memory reference to the base location from which data should be read."
+				},
+				"offset": {
+					"type": "integer",
+					"description": "Optional offset (in bytes) to be applied to the reference location before reading data. Can be negative."
+				},
+				"count": {
+					"type": "integer",
+					"description": "Number of bytes to read at the specified location and offset."
+				}
+			},
+			"required": [ "memoryReference", "count" ]
+		},
+		"ReadMemoryResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'readMemory' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"address": {
+								"type": "string",
+								"description": "The address of the first byte of data returned.\nTreated as a hex value if prefixed with '0x', or as a decimal value otherwise."
+							},
+							"unreadableBytes": {
+								"type": "integer",
+								"description": "The number of unreadable bytes encountered after the last successfully read byte.\nThis can be used to determine the number of bytes that must be skipped before a subsequent 'readMemory' request will succeed."
+							},
+							"data": {
+								"type": "string",
+								"description": "The bytes read from memory, encoded using base64."
+							}
+						},
+						"required": [ "address" ]
+					}
+				}
+			}]
+		},
+
+		"WriteMemoryRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Writes bytes to memory at the provided location.\nClients should only call this request if the capability 'supportsWriteMemoryRequest' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "writeMemory" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/WriteMemoryArguments"
+					}
+				},
+				"required": [ "command", "arguments" ]
+			}]
+		},
+		"WriteMemoryArguments": {
+			"type": "object",
+			"description": "Arguments for 'writeMemory' request.",
+			"properties": {
+				"memoryReference": {
+					"type": "string",
+					"description": "Memory reference to the base location to which data should be written."
+				},
+				"offset": {
+					"type": "integer",
+					"description": "Optional offset (in bytes) to be applied to the reference location before writing data. Can be negative."
+				},
+				"allowPartial": {
+					"type": "boolean",
+					"description": "Optional property to control partial writes. If true, the debug adapter should attempt to write memory even if the entire memory region is not writable. In such a case the debug adapter should stop after hitting the first byte of memory that cannot be written and return the number of bytes written in the response via the 'offset' and 'bytesWritten' properties.\nIf false or missing, a debug adapter should attempt to verify the region is writable before writing, and fail the response if it is not."
+				},
+				"data": {
+					"type": "string",
+					"description": "Bytes to write, encoded using base64."
+				}
+			},
+			"required": [ "memoryReference", "data" ]
+		},
+		"WriteMemoryResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'writeMemory' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"offset": {
+								"type": "integer",
+								"description": "Optional property that should be returned when 'allowPartial' is true to indicate the offset of the first byte of data successfully written. Can be negative."
+							},
+							"bytesWritten": {
+								"type": "integer",
+								"description": "Optional property that should be returned when 'allowPartial' is true to indicate the number of bytes starting from address that were successfully written."
+							}
+						}
+					}
+				}
+			}]
+		},
+
+		"DisassembleRequest": {
+			"allOf": [ { "$ref": "#/definitions/Request" }, {
+				"type": "object",
+				"description": "Disassembles code stored at the provided location.\nClients should only call this request if the capability 'supportsDisassembleRequest' is true.",
+				"properties": {
+					"command": {
+						"type": "string",
+						"enum": [ "disassemble" ]
+					},
+					"arguments": {
+						"$ref": "#/definitions/DisassembleArguments"
+					}
+				},
+				"required": [ "command", "arguments" ]
+			}]
+		},
+		"DisassembleArguments": {
+			"type": "object",
+			"description": "Arguments for 'disassemble' request.",
+			"properties": {
+				"memoryReference": {
+					"type": "string",
+					"description": "Memory reference to the base location containing the instructions to disassemble."
+				},
+				"offset": {
+					"type": "integer",
+					"description": "Optional offset (in bytes) to be applied to the reference location before disassembling. Can be negative."
+				},
+				"instructionOffset": {
+					"type": "integer",
+					"description": "Optional offset (in instructions) to be applied after the byte offset (if any) before disassembling. Can be negative."
+				},
+				"instructionCount": {
+					"type": "integer",
+					"description": "Number of instructions to disassemble starting at the specified location and offset.\nAn adapter must return exactly this number of instructions - any unavailable instructions should be replaced with an implementation-defined 'invalid instruction' value."
+				},
+				"resolveSymbols": {
+					"type": "boolean",
+					"description": "If true, the adapter should attempt to resolve memory addresses and other values to symbolic names."
+				}
+			},
+			"required": [ "memoryReference", "instructionCount" ]
+		},
+		"DisassembleResponse": {
+			"allOf": [ { "$ref": "#/definitions/Response" }, {
+				"type": "object",
+				"description": "Response to 'disassemble' request.",
+				"properties": {
+					"body": {
+						"type": "object",
+						"properties": {
+							"instructions": {
+								"type": "array",
+								"items": {
+									"$ref": "#/definitions/DisassembledInstruction"
+								},
+								"description": "The list of disassembled instructions."
+							}
+						},
+						"required": [ "instructions" ]
+					}
+				}
+			}]
+		},
+
+		"Capabilities": {
+			"type": "object",
+			"title": "Types",
+			"description": "Information about the capabilities of a debug adapter.",
+			"properties": {
+				"supportsConfigurationDoneRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'configurationDone' request."
+				},
+				"supportsFunctionBreakpoints": {
+					"type": "boolean",
+					"description": "The debug adapter supports function breakpoints."
+				},
+				"supportsConditionalBreakpoints": {
+					"type": "boolean",
+					"description": "The debug adapter supports conditional breakpoints."
+				},
+				"supportsHitConditionalBreakpoints": {
+					"type": "boolean",
+					"description": "The debug adapter supports breakpoints that break execution after a specified number of hits."
+				},
+				"supportsEvaluateForHovers": {
+					"type": "boolean",
+					"description": "The debug adapter supports a (side effect free) evaluate request for data hovers."
+				},
+				"exceptionBreakpointFilters": {
+					"type": "array",
+					"items": {
+						"$ref": "#/definitions/ExceptionBreakpointsFilter"
+					},
+					"description": "Available exception filter options for the 'setExceptionBreakpoints' request."
+				},
+				"supportsStepBack": {
+					"type": "boolean",
+					"description": "The debug adapter supports stepping back via the 'stepBack' and 'reverseContinue' requests."
+				},
+				"supportsSetVariable": {
+					"type": "boolean",
+					"description": "The debug adapter supports setting a variable to a value."
+				},
+				"supportsRestartFrame": {
+					"type": "boolean",
+					"description": "The debug adapter supports restarting a frame."
+				},
+				"supportsGotoTargetsRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'gotoTargets' request."
+				},
+				"supportsStepInTargetsRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'stepInTargets' request."
+				},
+				"supportsCompletionsRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'completions' request."
+				},
+				"completionTriggerCharacters": {
+					"type": "array",
+					"items": {
+						"type": "string"
+					},
+					"description": "The set of characters that should trigger completion in a REPL. If not specified, the UI should assume the '.' character."
+				},
+				"supportsModulesRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'modules' request."
+				},
+				"additionalModuleColumns": {
+					"type": "array",
+					"items": {
+						"$ref": "#/definitions/ColumnDescriptor"
+					},
+					"description": "The set of additional module information exposed by the debug adapter."
+				},
+				"supportedChecksumAlgorithms": {
+					"type": "array",
+					"items": {
+						"$ref": "#/definitions/ChecksumAlgorithm"
+					},
+					"description": "Checksum algorithms supported by the debug adapter."
+				},
+				"supportsRestartRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'restart' request. In this case a client should not implement 'restart' by terminating and relaunching the adapter but by calling the RestartRequest."
+				},
+				"supportsExceptionOptions": {
+					"type": "boolean",
+					"description": "The debug adapter supports 'exceptionOptions' on the setExceptionBreakpoints request."
+				},
+				"supportsValueFormattingOptions": {
+					"type": "boolean",
+					"description": "The debug adapter supports a 'format' attribute on the stackTraceRequest, variablesRequest, and evaluateRequest."
+				},
+				"supportsExceptionInfoRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'exceptionInfo' request."
+				},
+				"supportTerminateDebuggee": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'terminateDebuggee' attribute on the 'disconnect' request."
+				},
+				"supportSuspendDebuggee": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'suspendDebuggee' attribute on the 'disconnect' request."
+				},
+				"supportsDelayedStackTraceLoading": {
+					"type": "boolean",
+					"description": "The debug adapter supports the delayed loading of parts of the stack, which requires that both the 'startFrame' and 'levels' arguments and an optional 'totalFrames' result of the 'StackTrace' request are supported."
+				},
+				"supportsLoadedSourcesRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'loadedSources' request."
+				},
+				"supportsLogPoints": {
+					"type": "boolean",
+					"description": "The debug adapter supports logpoints by interpreting the 'logMessage' attribute of the SourceBreakpoint."
+				},
+				"supportsTerminateThreadsRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'terminateThreads' request."
+				},
+				"supportsSetExpression": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'setExpression' request."
+				},
+				"supportsTerminateRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'terminate' request."
+				},
+				"supportsDataBreakpoints": {
+					"type": "boolean",
+					"description": "The debug adapter supports data breakpoints."
+				},
+				"supportsReadMemoryRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'readMemory' request."
+				},
+				"supportsWriteMemoryRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'writeMemory' request."
+				},
+				"supportsDisassembleRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'disassemble' request."
+				},
+				"supportsCancelRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'cancel' request."
+				},
+				"supportsBreakpointLocationsRequest": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'breakpointLocations' request."
+				},
+				"supportsClipboardContext": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'clipboard' context value in the 'evaluate' request."
+				},
+				"supportsSteppingGranularity": {
+					"type": "boolean",
+					"description": "The debug adapter supports stepping granularities (argument 'granularity') for the stepping requests."
+				},
+				"supportsInstructionBreakpoints": {
+					"type": "boolean",
+					"description": "The debug adapter supports adding breakpoints based on instruction references."
+				},
+				"supportsExceptionFilterOptions": {
+					"type": "boolean",
+					"description": "The debug adapter supports 'filterOptions' as an argument on the 'setExceptionBreakpoints' request."
+				},
+				"supportsSingleThreadExecutionRequests": {
+					"type": "boolean",
+					"description": "The debug adapter supports the 'singleThread' property on the execution requests ('continue', 'next', 'stepIn', 'stepOut', 'reverseContinue', 'stepBack')."
+				}
+			}
+		},
+
+		"ExceptionBreakpointsFilter": {
+			"type": "object",
+			"description": "An ExceptionBreakpointsFilter is shown in the UI as an filter option for configuring how exceptions are dealt with.",
+			"properties": {
+				"filter": {
+					"type": "string",
+					"description": "The internal ID of the filter option. This value is passed to the 'setExceptionBreakpoints' request."
+				},
+				"label": {
+					"type": "string",
+					"description": "The name of the filter option. This will be shown in the UI."
+				},
+				"description": {
+					"type": "string",
+					"description": "An optional help text providing additional information about the exception filter. This string is typically shown as a hover and must be translated."
+				},
+				"default": {
+					"type": "boolean",
+					"description": "Initial value of the filter option. If not specified a value 'false' is assumed."
+				},
+				"supportsCondition": {
+					"type": "boolean",
+					"description": "Controls whether a condition can be specified for this filter option. If false or missing, a condition can not be set."
+				},
+				"conditionDescription": {
+					"type": "string",
+					"description": "An optional help text providing information about the condition. This string is shown as the placeholder text for a text box and must be translated."
+				}
+			},
+			"required": [ "filter", "label" ]
+		},
+
+		"Message": {
+			"type": "object",
+			"description": "A structured message object. Used to return errors from requests.",
+			"properties": {
+				"id": {
+					"type": "integer",
+					"description": "Unique identifier for the message."
+				},
+				"format": {
+					"type": "string",
+					"description": "A format string for the message. Embedded variables have the form '{name}'.\nIf variable name starts with an underscore character, the variable does not contain user data (PII) and can be safely used for telemetry purposes."
+				},
+				"variables": {
+					"type": "object",
+					"description": "An object used as a dictionary for looking up the variables in the format string.",
+					"additionalProperties": {
+						"type": "string",
+						"description": "Values must be strings."
+					}
+				},
+				"sendTelemetry": {
+					"type": "boolean",
+					"description": "If true send to telemetry."
+				},
+				"showUser": {
+					"type": "boolean",
+					"description": "If true show user."
+				},
+				"url": {
+					"type": "string",
+					"description": "An optional url where additional information about this message can be found."
+				},
+				"urlLabel": {
+					"type": "string",
+					"description": "An optional label that is presented to the user as the UI for opening the url."
+				}
+			},
+			"required": [ "id", "format" ]
+		},
+
+		"Module": {
+			"type": "object",
+			"description": "A Module object represents a row in the modules view.\nTwo attributes are mandatory: an id identifies a module in the modules view and is used in a ModuleEvent for identifying a module for adding, updating or deleting.\nThe name is used to minimally render the module in the UI.\n\nAdditional attributes can be added to the module. They will show up in the module View if they have a corresponding ColumnDescriptor.\n\nTo avoid an unnecessary proliferation of additional attributes with similar semantics but different names\nwe recommend to re-use attributes from the 'recommended' list below first, and only introduce new attributes if nothing appropriate could be found.",
+			"properties": {
+				"id": {
+					"type": ["integer", "string"],
+					"description": "Unique identifier for the module."
+				},
+				"name": {
+					"type": "string",
+					"description": "A name of the module."
+				},
+				"path": {
+					"type": "string",
+					"description": "optional but recommended attributes.\nalways try to use these first before introducing additional attributes.\n\nLogical full path to the module. The exact definition is implementation defined, but usually this would be a full path to the on-disk file for the module."
+				},
+				"isOptimized": {
+					"type": "boolean",
+					"description": "True if the module is optimized."
+				},
+				"isUserCode": {
+					"type": "boolean",
+					"description": "True if the module is considered 'user code' by a debugger that supports 'Just My Code'."
+				},
+				"version": {
+					"type": "string",
+					"description": "Version of Module."
+				},
+				"symbolStatus": {
+					"type": "string",
+					"description": "User understandable description of if symbols were found for the module (ex: 'Symbols Loaded', 'Symbols not found', etc."
+				},
+				"symbolFilePath": {
+					"type": "string",
+					"description": "Logical full path to the symbol file. The exact definition is implementation defined."
+				},
+				"dateTimeStamp": {
+					"type": "string",
+					"description": "Module created or modified."
+				},
+				"addressRange": {
+					"type": "string",
+					"description": "Address range covered by this module."
+				}
+			},
+			"required": [ "id", "name" ]
+		},
+
+		"ColumnDescriptor": {
+			"type": "object",
+			"description": "A ColumnDescriptor specifies what module attribute to show in a column of the ModulesView, how to format it,\nand what the column's label should be.\nIt is only used if the underlying UI actually supports this level of customization.",
+			"properties": {
+				"attributeName": {
+					"type": "string",
+					"description": "Name of the attribute rendered in this column."
+				},
+				"label": {
+					"type": "string",
+					"description": "Header UI label of column."
+				},
+				"format": {
+					"type": "string",
+					"description": "Format to use for the rendered values in this column. TBD how the format strings looks like."
+				},
+				"type": {
+					"type": "string",
+					"enum": [ "string", "number", "boolean", "unixTimestampUTC" ],
+					"description": "Datatype of values in this column.  Defaults to 'string' if not specified."
+				},
+				"width": {
+					"type": "integer",
+					"description": "Width of this column in characters (hint only)."
+				}
+			},
+			"required": [ "attributeName", "label"]
+		},
+
+		"ModulesViewDescriptor": {
+			"type": "object",
+			"description": "The ModulesViewDescriptor is the container for all declarative configuration options of a ModuleView.\nFor now it only specifies the columns to be shown in the modules view.",
+			"properties": {
+				"columns": {
+					"type": "array",
+					"items": {
+						"$ref": "#/definitions/ColumnDescriptor"
+					}
+				}
+			},
+			"required": [ "columns" ]
+		},
+
+		"Thread": {
+			"type": "object",
+			"description": "A Thread",
+			"properties": {
+				"id": {
+					"type": "integer",
+					"description": "Unique identifier for the thread."
+				},
+				"name": {
+					"type": "string",
+					"description": "A name of the thread."
+				}
+			},
+			"required": [ "id", "name" ]
+		},
+
+		"Source": {
+			"type": "object",
+			"description": "A Source is a descriptor for source code.\nIt is returned from the debug adapter as part of a StackFrame and it is used by clients when specifying breakpoints.",
+			"properties": {
+				"name": {
+					"type": "string",
+					"description": "The short name of the source. Every source returned from the debug adapter has a name.\nWhen sending a source to the debug adapter this name is optional."
+				},
+				"path": {
+					"type": "string",
+					"description": "The path of the source to be shown in the UI.\nIt is only used to locate and load the content of the source if no sourceReference is specified (or its value is 0)."
+				},
+				"sourceReference": {
+					"type": "integer",
+					"description": "If sourceReference > 0 the contents of the source must be retrieved through the SourceRequest (even if a path is specified).\nA sourceReference is only valid for a session, so it must not be used to persist a source.\nThe value should be less than or equal to 2147483647 (2^31-1)."
+				},
+				"presentationHint": {
+					"type": "string",
+					"description": "An optional hint for how to present the source in the UI.\nA value of 'deemphasize' can be used to indicate that the source is not available or that it is skipped on stepping.",
+					"enum": [ "normal", "emphasize", "deemphasize" ]
+				},
+				"origin": {
+					"type": "string",
+					"description": "The (optional) origin of this source: possible values 'internal module', 'inlined content from source map', etc."
+				},
+				"sources": {
+					"type": "array",
+					"items": {
+						"$ref": "#/definitions/Source"
+					},
+					"description": "An optional list of sources that are related to this source. These may be the source that generated this source."
+				},
+				"adapterData": {
+					"type": [ "array", "boolean", "integer", "null", "number", "object", "string" ],
+					"description": "Optional data that a debug adapter might want to loop through the client.\nThe client should leave the data intact and persist it across sessions. The client should not interpret the data."
+				},
+				"checksums": {
+					"type": "array",
+					"items": {
+						"$ref": "#/definitions/Checksum"
+					},
+					"description": "The checksums associated with this file."
+				}
+			}
+		},
+
+		"StackFrame": {
+			"type": "object",
+			"description": "A Stackframe contains the source location.",
+			"properties": {
+				"id": {
+					"type": "integer",
+					"description": "An identifier for the stack frame. It must be unique across all threads.\nThis id can be used to retrieve the scopes of the frame with the 'scopesRequest' or to restart the execution of a stackframe."
+				},
+				"name": {
+					"type": "string",
+					"description": "The name of the stack frame, typically a method name."
+				},
+				"source": {
+					"$ref": "#/definitions/Source",
+					"description": "The optional source of the frame."
+				},
+				"line": {
+					"type": "integer",
+					"description": "The line within the file of the frame. If source is null or doesn't exist, line is 0 and must be ignored."
+				},
+				"column": {
+					"type": "integer",
+					"description": "The column within the line. If source is null or doesn't exist, column is 0 and must be ignored."
+				},
+				"endLine": {
+					"type": "integer",
+					"description": "An optional end line of the range covered by the stack frame."
+				},
+				"endColumn": {
+					"type": "integer",
+					"description": "An optional end column of the range covered by the stack frame."
+				},
+				"canRestart": {
+					"type": "boolean",
+					"description": "Indicates whether this frame can be restarted with the 'restart' request. Clients should only use this if the debug adapter supports the 'restart' request (capability 'supportsRestartRequest' is true)."
+				},
+				"instructionPointerReference": {
+					"type": "string",
+					"description": "Optional memory reference for the current instruction pointer in this frame."
+				},
+				"moduleId": {
+					"type": ["integer", "string"],
+					"description": "The module associated with this frame, if any."
+				},
+				"presentationHint": {
+					"type": "string",
+					"enum": [ "normal", "label", "subtle" ],
+					"description": "An optional hint for how to present this frame in the UI.\nA value of 'label' can be used to indicate that the frame is an artificial frame that is used as a visual label or separator. A value of 'subtle' can be used to change the appearance of a frame in a 'subtle' way."
+				}
+			},
+			"required": [ "id", "name", "line", "column" ]
+		},
+
+		"Scope": {
+			"type": "object",
+			"description": "A Scope is a named container for variables. Optionally a scope can map to a source or a range within a source.",
+			"properties": {
+				"name": {
+					"type": "string",
+					"description": "Name of the scope such as 'Arguments', 'Locals', or 'Registers'. This string is shown in the UI as is and can be translated."
+				},
+				"presentationHint": {
+					"type": "string",
+					"description": "An optional hint for how to present this scope in the UI. If this attribute is missing, the scope is shown with a generic UI.",
+					"_enum": [ "arguments", "locals", "registers" ],
+					"enumDescriptions": [
+						"Scope contains method arguments.",
+						"Scope contains local variables.",
+						"Scope contains registers. Only a single 'registers' scope should be returned from a 'scopes' request."
+					]
+				},
+				"variablesReference": {
+					"type": "integer",
+					"description": "The variables of this scope can be retrieved by passing the value of variablesReference to the VariablesRequest."
+				},
+				"namedVariables": {
+					"type": "integer",
+					"description": "The number of named variables in this scope.\nThe client can use this optional information to present the variables in a paged UI and fetch them in chunks."
+				},
+				"indexedVariables": {
+					"type": "integer",
+					"description": "The number of indexed variables in this scope.\nThe client can use this optional information to present the variables in a paged UI and fetch them in chunks."
+				},
+				"expensive": {
+					"type": "boolean",
+					"description": "If true, the number of variables in this scope is large or expensive to retrieve."
+				},
+				"source": {
+					"$ref": "#/definitions/Source",
+					"description": "Optional source for this scope."
+				},
+				"line": {
+					"type": "integer",
+					"description": "Optional start line of the range covered by this scope."
+				},
+				"column": {
+					"type": "integer",
+					"description": "Optional start column of the range covered by this scope."
+				},
+				"endLine": {
+					"type": "integer",
+					"description": "Optional end line of the range covered by this scope."
+				},
+				"endColumn": {
+					"type": "integer",
+					"description": "Optional end column of the range covered by this scope."
+				}
+			},
+			"required": [ "name", "variablesReference", "expensive" ]
+		},
+
+		"Variable": {
+			"type": "object",
+			"description": "A Variable is a name/value pair.\nOptionally a variable can have a 'type' that is shown if space permits or when hovering over the variable's name.\nAn optional 'kind' is used to render additional properties of the variable, e.g. different icons can be used to indicate that a variable is public or private.\nIf the value is structured (has children), a handle is provided to retrieve the children with the VariablesRequest.\nIf the number of named or indexed children is large, the numbers should be returned via the optional 'namedVariables' and 'indexedVariables' attributes.\nThe client can use this optional information to present the children in a paged UI and fetch them in chunks.",
+			"properties": {
+				"name": {
+					"type": "string",
+					"description": "The variable's name."
+				},
+				"value": {
+					"type": "string",
+					"description": "The variable's value. This can be a multi-line text, e.g. for a function the body of a function."
+				},
+				"type": {
+					"type": "string",
+					"description": "The type of the variable's value. Typically shown in the UI when hovering over the value.\nThis attribute should only be returned by a debug adapter if the client has passed the value true for the 'supportsVariableType' capability of the 'initialize' request."
+				},
+				"presentationHint": {
+					"$ref": "#/definitions/VariablePresentationHint",
+					"description": "Properties of a variable that can be used to determine how to render the variable in the UI."
+				},
+				"evaluateName": {
+					"type": "string",
+					"description": "Optional evaluatable name of this variable which can be passed to the 'EvaluateRequest' to fetch the variable's value."
+				},
+				"variablesReference": {
+					"type": "integer",
+					"description": "If variablesReference is > 0, the variable is structured and its children can be retrieved by passing variablesReference to the VariablesRequest."
+				},
+				"namedVariables": {
+					"type": "integer",
+					"description": "The number of named child variables.\nThe client can use this optional information to present the children in a paged UI and fetch them in chunks."
+				},
+				"indexedVariables": {
+					"type": "integer",
+					"description": "The number of indexed child variables.\nThe client can use this optional information to present the children in a paged UI and fetch them in chunks."
+				},
+				"memoryReference": {
+					"type": "string",
+					"description": "Optional memory reference for the variable if the variable represents executable code, such as a function pointer.\nThis attribute is only required if the client has passed the value true for the 'supportsMemoryReferences' capability of the 'initialize' request."
+				}
+			},
+			"required": [ "name", "value", "variablesReference" ]
+		},
+
+		"VariablePresentationHint": {
+			"type": "object",
+			"description": "Optional properties of a variable that can be used to determine how to render the variable in the UI.",
+			"properties": {
+				"kind": {
+					"description": "The kind of variable. Before introducing additional values, try to use the listed values.",
+					"type": "string",
+					"_enum": [ "property", "method", "class", "data", "event", "baseClass", "innerClass", "interface", "mostDerivedClass", "virtual", "dataBreakpoint" ],
+					"enumDescriptions": [
+						"Indicates that the object is a property.",
+						"Indicates that the object is a method.",
+						"Indicates that the object is a class.",
+						"Indicates that the object is data.",
+						"Indicates that the object is an event.",
+						"Indicates that the object is a base class.",
+						"Indicates that the object is an inner class.",
+						"Indicates that the object is an interface.",
+						"Indicates that the object is the most derived class.",
+						"Indicates that the object is virtual, that means it is a synthetic object introducedby the\nadapter for rendering purposes, e.g. an index range for large arrays.",
+						"Deprecated: Indicates that a data breakpoint is registered for the object. The 'hasDataBreakpoint' attribute should generally be used instead."
+					]
+				},
+				"attributes": {
+					"description": "Set of attributes represented as an array of strings. Before introducing additional values, try to use the listed values.",
+					"type": "array",
+					"items": {
+						"type": "string",
+						"_enum": [ "static", "constant", "readOnly", "rawString", "hasObjectId", "canHaveObjectId", "hasSideEffects", "hasDataBreakpoint" ],
+						"enumDescriptions": [
+							"Indicates that the object is static.",
+							"Indicates that the object is a constant.",
+							"Indicates that the object is read only.",
+							"Indicates that the object is a raw string.",
+							"Indicates that the object can have an Object ID created for it.",
+							"Indicates that the object has an Object ID associated with it.",
+							"Indicates that the evaluation had side effects.",
+							"Indicates that the object has its value tracked by a data breakpoint."
+						]
+					}
+				},
+				"visibility": {
+					"description": "Visibility of variable. Before introducing additional values, try to use the listed values.",
+					"type": "string",
+					"_enum": [ "public", "private", "protected", "internal", "final" ]
+				}
+			}
+		},
+
+		"BreakpointLocation": {
+			"type": "object",
+			"description": "Properties of a breakpoint location returned from the 'breakpointLocations' request.",
+			"properties": {
+				"line": {
+					"type": "integer",
+					"description": "Start line of breakpoint location."
+				},
+				"column": {
+					"type": "integer",
+					"description": "Optional start column of breakpoint location."
+				},
+				"endLine": {
+					"type": "integer",
+					"description": "Optional end line of breakpoint location if the location covers a range."
+				},
+				"endColumn": {
+					"type": "integer",
+					"description": "Optional end column of breakpoint location if the location covers a range."
+				}
+			},
+			"required": [ "line" ]
+		},
+
+		"SourceBreakpoint": {
+			"type": "object",
+			"description": "Properties of a breakpoint or logpoint passed to the setBreakpoints request.",
+			"properties": {
+				"line": {
+					"type": "integer",
+					"description": "The source line of the breakpoint or logpoint."
+				},
+				"column": {
+					"type": "integer",
+					"description": "An optional source column of the breakpoint."
+				},
+				"condition": {
+					"type": "string",
+					"description": "An optional expression for conditional breakpoints.\nIt is only honored by a debug adapter if the capability 'supportsConditionalBreakpoints' is true."
+				},
+				"hitCondition": {
+					"type": "string",
+					"description": "An optional expression that controls how many hits of the breakpoint are ignored.\nThe backend is expected to interpret the expression as needed.\nThe attribute is only honored by a debug adapter if the capability 'supportsHitConditionalBreakpoints' is true."
+				},
+				"logMessage": {
+					"type": "string",
+					"description": "If this attribute exists and is non-empty, the backend must not 'break' (stop)\nbut log the message instead. Expressions within {} are interpolated.\nThe attribute is only honored by a debug adapter if the capability 'supportsLogPoints' is true."
+				}
+			},
+			"required": [ "line" ]
+		},
+
+		"FunctionBreakpoint": {
+			"type": "object",
+			"description": "Properties of a breakpoint passed to the setFunctionBreakpoints request.",
+			"properties": {
+				"name": {
+					"type": "string",
+					"description": "The name of the function."
+				},
+				"condition": {
+					"type": "string",
+					"description": "An optional expression for conditional breakpoints.\nIt is only honored by a debug adapter if the capability 'supportsConditionalBreakpoints' is true."
+				},
+				"hitCondition": {
+					"type": "string",
+					"description": "An optional expression that controls how many hits of the breakpoint are ignored.\nThe backend is expected to interpret the expression as needed.\nThe attribute is only honored by a debug adapter if the capability 'supportsHitConditionalBreakpoints' is true."
+				}
+			},
+			"required": [ "name" ]
+		},
+
+		"DataBreakpointAccessType": {
+			"type": "string",
+			"description": "This enumeration defines all possible access types for data breakpoints.",
+			"enum": [ "read", "write", "readWrite" ]
+		},
+
+		"DataBreakpoint": {
+			"type": "object",
+			"description": "Properties of a data breakpoint passed to the setDataBreakpoints request.",
+			"properties": {
+				"dataId": {
+					"type": "string",
+					"description": "An id representing the data. This id is returned from the dataBreakpointInfo request."
+				},
+				"accessType": {
+					"$ref": "#/definitions/DataBreakpointAccessType",
+					"description": "The access type of the data."
+				},
+				"condition": {
+					"type": "string",
+					"description": "An optional expression for conditional breakpoints."
+				},
+				"hitCondition": {
+					"type": "string",
+					"description": "An optional expression that controls how many hits of the breakpoint are ignored.\nThe backend is expected to interpret the expression as needed."
+				}
+			},
+			"required": [ "dataId" ]
+		},
+
+		"InstructionBreakpoint": {
+			"type": "object",
+			"description": "Properties of a breakpoint passed to the setInstructionBreakpoints request",
+			"properties": {
+				"instructionReference": {
+					"type": "string",
+					"description": "The instruction reference of the breakpoint.\nThis should be a memory or instruction pointer reference from an EvaluateResponse, Variable, StackFrame, GotoTarget, or Breakpoint."
+				},
+				"offset": {
+					"type": "integer",
+					"description": "An optional offset from the instruction reference.\nThis can be negative."
+				},
+				"condition": {
+					"type": "string",
+					"description": "An optional expression for conditional breakpoints.\nIt is only honored by a debug adapter if the capability 'supportsConditionalBreakpoints' is true."
+				},
+				"hitCondition": {
+					"type": "string",
+					"description": "An optional expression that controls how many hits of the breakpoint are ignored.\nThe backend is expected to interpret the expression as needed.\nThe attribute is only honored by a debug adapter if the capability 'supportsHitConditionalBreakpoints' is true."
+				}
+			},
+			"required": [ "instructionReference" ]
+		},
+
+		"Breakpoint": {
+			"type": "object",
+			"description": "Information about a Breakpoint created in setBreakpoints, setFunctionBreakpoints, setInstructionBreakpoints, or setDataBreakpoints.",
+			"properties": {
+				"id": {
+					"type": "integer",
+					"description": "An optional identifier for the breakpoint. It is needed if breakpoint events are used to update or remove breakpoints."
+				},
+				"verified": {
+					"type": "boolean",
+					"description": "If true breakpoint could be set (but not necessarily at the desired location)."
+				},
+				"message": {
+					"type": "string",
+					"description": "An optional message about the state of the breakpoint.\nThis is shown to the user and can be used to explain why a breakpoint could not be verified."
+				},
+				"source": {
+					"$ref": "#/definitions/Source",
+					"description": "The source where the breakpoint is located."
+				},
+				"line": {
+					"type": "integer",
+					"description": "The start line of the actual range covered by the breakpoint."
+				},
+				"column": {
+					"type": "integer",
+					"description": "An optional start column of the actual range covered by the breakpoint."
+				},
+				"endLine": {
+					"type": "integer",
+					"description": "An optional end line of the actual range covered by the breakpoint."
+				},
+				"endColumn": {
+					"type": "integer",
+					"description": "An optional end column of the actual range covered by the breakpoint.\nIf no end line is given, then the end column is assumed to be in the start line."
+				},
+				"instructionReference": {
+					"type": "string",
+					"description": "An optional memory reference to where the breakpoint is set."
+				},
+				"offset": {
+					"type": "integer",
+					"description": "An optional offset from the instruction reference.\nThis can be negative."
+				}
+			},
+			"required": [ "verified" ]
+		},
+
+		"SteppingGranularity": {
+			"type": "string",
+			"description": "The granularity of one 'step' in the stepping requests 'next', 'stepIn', 'stepOut', and 'stepBack'.",
+			"enum": [ "statement", "line", "instruction" ],
+			"enumDescriptions": [
+				"The step should allow the program to run until the current statement has finished executing.\nThe meaning of a statement is determined by the adapter and it may be considered equivalent to a line.\nFor example 'for(int i = 0; i < 10; i++) could be considered to have 3 statements 'int i = 0', 'i < 10', and 'i++'.",
+				"The step should allow the program to run until the current source line has executed.",
+				"The step should allow one instruction to execute (e.g. one x86 instruction)."
+			]
+		},
+
+		"StepInTarget": {
+			"type": "object",
+			"description": "A StepInTarget can be used in the 'stepIn' request and determines into which single target the stepIn request should step.",
+			"properties": {
+				"id": {
+					"type": "integer",
+					"description": "Unique identifier for a stepIn target."
+				},
+				"label": {
+					"type": "string",
+					"description": "The name of the stepIn target (shown in the UI)."
+				}
+			},
+			"required": [ "id", "label" ]
+		},
+
+		"GotoTarget": {
+			"type": "object",
+			"description": "A GotoTarget describes a code location that can be used as a target in the 'goto' request.\nThe possible goto targets can be determined via the 'gotoTargets' request.",
+			"properties": {
+				"id": {
+					"type": "integer",
+					"description": "Unique identifier for a goto target. This is used in the goto request."
+				},
+				"label": {
+					"type": "string",
+					"description": "The name of the goto target (shown in the UI)."
+				},
+				"line": {
+					"type": "integer",
+					"description": "The line of the goto target."
+				},
+				"column": {
+					"type": "integer",
+					"description": "An optional column of the goto target."
+				},
+				"endLine": {
+					"type": "integer",
+					"description": "An optional end line of the range covered by the goto target."
+				},
+				"endColumn": {
+					"type": "integer",
+					"description": "An optional end column of the range covered by the goto target."
+				},
+				"instructionPointerReference": {
+					"type": "string",
+					"description": "Optional memory reference for the instruction pointer value represented by this target."
+				}
+			},
+			"required": [ "id", "label", "line" ]
+		},
+
+		"CompletionItem": {
+			"type": "object",
+			"description": "CompletionItems are the suggestions returned from the CompletionsRequest.",
+			"properties": {
+				"label": {
+					"type": "string",
+					"description": "The label of this completion item. By default this is also the text that is inserted when selecting this completion."
+				},
+				"text": {
+					"type": "string",
+					"description": "If text is not falsy then it is inserted instead of the label."
+				},
+				"sortText": {
+					"type": "string",
+					"description": "A string that should be used when comparing this item with other items. When `falsy` the label is used."
+				},
+				"type": {
+					"$ref": "#/definitions/CompletionItemType",
+					"description": "The item's type. Typically the client uses this information to render the item in the UI with an icon."
+				},
+				"start": {
+					"type": "integer",
+					"description": "This value determines the location (in the CompletionsRequest's 'text' attribute) where the completion text is added.\nIf missing the text is added at the location specified by the CompletionsRequest's 'column' attribute."
+				},
+				"length": {
+					"type": "integer",
+					"description": "This value determines how many characters are overwritten by the completion text.\nIf missing the value 0 is assumed which results in the completion text being inserted."
+				},
+				"selectionStart": {
+					"type": "integer",
+					"description": "Determines the start of the new selection after the text has been inserted (or replaced).\nThe start position must in the range 0 and length of the completion text.\nIf omitted the selection starts at the end of the completion text."
+				},
+				"selectionLength": {
+					"type": "integer",
+					"description": "Determines the length of the new selection after the text has been inserted (or replaced).\nThe selection can not extend beyond the bounds of the completion text.\nIf omitted the length is assumed to be 0."
+				}
+			},
+			"required": [ "label" ]
+		},
+
+		"CompletionItemType": {
+			"type": "string",
+			"description": "Some predefined types for the CompletionItem. Please note that not all clients have specific icons for all of them.",
+			"enum": [ "method", "function", "constructor", "field", "variable", "class", "interface", "module", "property", "unit", "value", "enum", "keyword", "snippet", "text", "color", "file", "reference", "customcolor" ]
+		},
+
+		"ChecksumAlgorithm": {
+			"type": "string",
+			"description": "Names of checksum algorithms that may be supported by a debug adapter.",
+			"enum": [ "MD5", "SHA1", "SHA256", "timestamp" ]
+		},
+
+		"Checksum": {
+			"type": "object",
+			"description": "The checksum of an item calculated by the specified algorithm.",
+			"properties": {
+				"algorithm": {
+					"$ref": "#/definitions/ChecksumAlgorithm",
+					"description": "The algorithm used to calculate this checksum."
+				},
+				"checksum": {
+					"type": "string",
+					"description": "Value of the checksum."
+				}
+			},
+			"required": [ "algorithm", "checksum" ]
+		},
+
+		"ValueFormat": {
+			"type": "object",
+			"description": "Provides formatting information for a value.",
+			"properties": {
+				"hex": {
+					"type": "boolean",
+					"description": "Display the value in hex."
+				}
+			}
+		},
+
+		"StackFrameFormat": {
+			"allOf": [ { "$ref": "#/definitions/ValueFormat" }, {
+				"type": "object",
+				"description": "Provides formatting information for a stack frame.",
+				"properties": {
+					"parameters": {
+						"type": "boolean",
+						"description": "Displays parameters for the stack frame."
+					},
+					"parameterTypes": {
+						"type": "boolean",
+						"description": "Displays the types of parameters for the stack frame."
+					},
+					"parameterNames": {
+						"type": "boolean",
+						"description": "Displays the names of parameters for the stack frame."
+					},
+					"parameterValues": {
+						"type": "boolean",
+						"description": "Displays the values of parameters for the stack frame."
+					},
+					"line": {
+						"type": "boolean",
+						"description": "Displays the line number of the stack frame."
+					},
+					"module": {
+						"type": "boolean",
+						"description": "Displays the module of the stack frame."
+					},
+					"includeAll": {
+						"type": "boolean",
+						"description": "Includes all stack frames, including those the debug adapter might otherwise hide."
+					}
+				}
+			}]
+		},
+
+		"ExceptionFilterOptions": {
+			"type": "object",
+			"description": "An ExceptionFilterOptions is used to specify an exception filter together with a condition for the setExceptionsFilter request.",
+			"properties": {
+				"filterId": {
+					"type": "string",
+					"description": "ID of an exception filter returned by the 'exceptionBreakpointFilters' capability."
+				},
+				"condition": {
+					"type": "string",
+					"description": "An optional expression for conditional exceptions.\nThe exception will break into the debugger if the result of the condition is true."
+				}
+			},
+			"required": [ "filterId" ]
+		},
+
+		"ExceptionOptions": {
+			"type": "object",
+			"description": "An ExceptionOptions assigns configuration options to a set of exceptions.",
+			"properties": {
+				"path": {
+					"type": "array",
+					"items": {
+						"$ref": "#/definitions/ExceptionPathSegment"
+					},
+					"description": "A path that selects a single or multiple exceptions in a tree. If 'path' is missing, the whole tree is selected.\nBy convention the first segment of the path is a category that is used to group exceptions in the UI."
+				},
+				"breakMode": {
+					"$ref": "#/definitions/ExceptionBreakMode",
+					"description": "Condition when a thrown exception should result in a break."
+				}
+			},
+			"required": [ "breakMode" ]
+		},
+
+		"ExceptionBreakMode": {
+			"type": "string",
+			"description": "This enumeration defines all possible conditions when a thrown exception should result in a break.\nnever: never breaks,\nalways: always breaks,\nunhandled: breaks when exception unhandled,\nuserUnhandled: breaks if the exception is not handled by user code.",
+			"enum": [ "never", "always", "unhandled", "userUnhandled" ]
+		},
+
+		"ExceptionPathSegment": {
+			"type": "object",
+			"description": "An ExceptionPathSegment represents a segment in a path that is used to match leafs or nodes in a tree of exceptions.\nIf a segment consists of more than one name, it matches the names provided if 'negate' is false or missing or\nit matches anything except the names provided if 'negate' is true.",
+			"properties": {
+				"negate": {
+					"type": "boolean",
+					"description": "If false or missing this segment matches the names provided, otherwise it matches anything except the names provided."
+				},
+				"names": {
+					"type": "array",
+					"items": {
+						"type": "string"
+					},
+					"description": "Depending on the value of 'negate' the names that should match or not match."
+				}
+			},
+			"required": [ "names" ]
+		},
+
+		"ExceptionDetails": {
+			"type": "object",
+			"description": "Detailed information about an exception that has occurred.",
+			"properties": {
+				"message": {
+					"type": "string",
+					"description": "Message contained in the exception."
+				},
+				"typeName": {
+					"type": "string",
+					"description": "Short type name of the exception object."
+				},
+				"fullTypeName": {
+					"type": "string",
+					"description": "Fully-qualified type name of the exception object."
+				},
+				"evaluateName": {
+					"type": "string",
+					"description": "Optional expression that can be evaluated in the current scope to obtain the exception object."
+				},
+				"stackTrace": {
+					"type": "string",
+					"description": "Stack trace at the time the exception was thrown."
+				},
+				"innerException": {
+					"type": "array",
+					"items": {
+						"$ref": "#/definitions/ExceptionDetails"
+					},
+					"description": "Details of the exception contained by this exception, if any."
+				}
+			}
+		},
+
+		"DisassembledInstruction": {
+			"type": "object",
+			"description": "Represents a single disassembled instruction.",
+			"properties": {
+				"address": {
+					"type": "string",
+					"description": "The address of the instruction. Treated as a hex value if prefixed with '0x', or as a decimal value otherwise."
+				},
+				"instructionBytes": {
+					"type": "string",
+					"description": "Optional raw bytes representing the instruction and its operands, in an implementation-defined format."
+				},
+				"instruction": {
+					"type": "string",
+					"description": "Text representing the instruction and its operands, in an implementation-defined format."
+				},
+				"symbol": {
+					"type": "string",
+					"description": "Name of the symbol that corresponds with the location of this instruction, if any."
+				},
+				"location": {
+					"$ref": "#/definitions/Source",
+					"description": "Source location that corresponds to this instruction, if any.\nShould always be set (if available) on the first instruction returned,\nbut can be omitted afterwards if this instruction maps to the same source file as the previous instruction."
+				},
+				"line": {
+					"type": "integer",
+					"description": "The line within the source location that corresponds to this instruction, if any."
+				},
+				"column": {
+					"type": "integer",
+					"description": "The column within the line that corresponds to this instruction, if any."
+				},
+				"endLine": {
+					"type": "integer",
+					"description": "The end line of the range that corresponds to this instruction, if any."
+				},
+				"endColumn": {
+					"type": "integer",
+					"description": "The end column of the range that corresponds to this instruction, if any."
+				}
+			},
+			"required": [ "address", "instruction" ]
+		},
+
+		"InvalidatedAreas": {
+			"type": "string",
+			"description": "Logical areas that can be invalidated by the 'invalidated' event.",
+			"_enum": [ "all", "stacks", "threads", "variables" ],
+			"enumDescriptions": [
+				"All previously fetched data has become invalid and needs to be refetched.",
+				"Previously fetched stack related data has become invalid and needs to be refetched.",
+				"Previously fetched thread related data has become invalid and needs to be refetched.",
+				"Previously fetched variable data has become invalid and needs to be refetched."
+			]
+		}
+
+	}
+}
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/debugProtocolCustom.json b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/debugProtocolCustom.json
new file mode 120000
index 0000000..aded81a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/debugProtocolCustom.json
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/36/62/8c/fdb379b3aa3350f5c815cfd0df0eae9e4e997f585bd698328efc6fe103
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/pydevd_base_schema.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/pydevd_base_schema.py
new file mode 120000
index 0000000..950538c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/pydevd_base_schema.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/29/ed/85/7fff1244a1920da984d1e671c7cbc060dc7829af6826a466357e437d00
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/pydevd_schema.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/pydevd_schema.py
new file mode 120000
index 0000000..7c07565
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/pydevd_schema.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/56/20/2c/71e79b32c378644f05de7c2f71937fd0006bf2090a757125fd3e4116c3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/pydevd_schema_log.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/pydevd_schema_log.py
new file mode 120000
index 0000000..a0b2f7b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/pydevd_schema_log.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/68/c2/02/ac1ccb5826b29d9cb64f2b04bf3dffb1d1d77eb4251411c934a97b8fb9
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevconsole_code.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevconsole_code.py
new file mode 100644
index 0000000..e6ba300
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevconsole_code.py
@@ -0,0 +1,554 @@
+"""
+A copy of the code module in the standard library with some changes to work with
+async evaluation.
+
+Utilities needed to emulate Python's interactive interpreter.
+"""
+
+# Inspired by similar code by Jeff Epler and Fredrik Lundh.
+
+import sys
+import traceback
+import inspect
+
+# START --------------------------- from codeop import CommandCompiler, compile_command
+# START --------------------------- from codeop import CommandCompiler, compile_command
+# START --------------------------- from codeop import CommandCompiler, compile_command
+# START --------------------------- from codeop import CommandCompiler, compile_command
+# START --------------------------- from codeop import CommandCompiler, compile_command
+r"""Utilities to compile possibly incomplete Python source code.
+
+This module provides two interfaces, broadly similar to the builtin
+function compile(), which take program text, a filename and a 'mode'
+and:
+
+- Return code object if the command is complete and valid
+- Return None if the command is incomplete
+- Raise SyntaxError, ValueError or OverflowError if the command is a
+  syntax error (OverflowError and ValueError can be produced by
+  malformed literals).
+
+Approach:
+
+First, check if the source consists entirely of blank lines and
+comments; if so, replace it with 'pass', because the built-in
+parser doesn't always do the right thing for these.
+
+Compile three times: as is, with \n, and with \n\n appended.  If it
+compiles as is, it's complete.  If it compiles with one \n appended,
+we expect more.  If it doesn't compile either way, we compare the
+error we get when compiling with \n or \n\n appended.  If the errors
+are the same, the code is broken.  But if the errors are different, we
+expect more.  Not intuitive; not even guaranteed to hold in future
+releases; but this matches the compiler's behavior from Python 1.4
+through 2.2, at least.
+
+Caveat:
+
+It is possible (but not likely) that the parser stops parsing with a
+successful outcome before reaching the end of the source; in this
+case, trailing symbols may be ignored instead of causing an error.
+For example, a backslash followed by two newlines may be followed by
+arbitrary garbage.  This will be fixed once the API for the parser is
+better.
+
+The two interfaces are:
+
+compile_command(source, filename, symbol):
+
+    Compiles a single command in the manner described above.
+
+CommandCompiler():
+
+    Instances of this class have __call__ methods identical in
+    signature to compile_command; the difference is that if the
+    instance compiles program text containing a __future__ statement,
+    the instance 'remembers' and compiles all subsequent program texts
+    with the statement in force.
+
+The module also provides another class:
+
+Compile():
+
+    Instances of this class act like the built-in function compile,
+    but with 'memory' in the sense described above.
+"""
+
+import __future__
+
+_features = [getattr(__future__, fname)
+             for fname in __future__.all_feature_names]
+
+__all__ = ["compile_command", "Compile", "CommandCompiler"]
+
+PyCF_DONT_IMPLY_DEDENT = 0x200  # Matches pythonrun.h
+
+
+def _maybe_compile(compiler, source, filename, symbol):
+    # Check for source consisting of only blank lines and comments
+    for line in source.split("\n"):
+        line = line.strip()
+        if line and line[0] != '#':
+            break  # Leave it alone
+    else:
+        if symbol != "eval":
+            source = "pass"  # Replace it with a 'pass' statement
+
+    err = err1 = err2 = None
+    code = code1 = code2 = None
+
+    try:
+        code = compiler(source, filename, symbol)
+    except SyntaxError as err:
+        pass
+
+    try:
+        code1 = compiler(source + "\n", filename, symbol)
+    except SyntaxError as e:
+        err1 = e
+
+    try:
+        code2 = compiler(source + "\n\n", filename, symbol)
+    except SyntaxError as e:
+        err2 = e
+
+    try:
+        if code:
+            return code
+        if not code1 and repr(err1) == repr(err2):
+            raise err1
+    finally:
+        err1 = err2 = None
+
+
+def _compile(source, filename, symbol):
+    return compile(source, filename, symbol, PyCF_DONT_IMPLY_DEDENT)
+
+
+def compile_command(source, filename="<input>", symbol="single"):
+    r"""Compile a command and determine whether it is incomplete.
+
+    Arguments:
+
+    source -- the source string; may contain \n characters
+    filename -- optional filename from which source was read; default
+                "<input>"
+    symbol -- optional grammar start symbol; "single" (default) or "eval"
+
+    Return value / exceptions raised:
+
+    - Return a code object if the command is complete and valid
+    - Return None if the command is incomplete
+    - Raise SyntaxError, ValueError or OverflowError if the command is a
+      syntax error (OverflowError and ValueError can be produced by
+      malformed literals).
+    """
+    return _maybe_compile(_compile, source, filename, symbol)
+
+
+class Compile:
+    """Instances of this class behave much like the built-in compile
+    function, but if one is used to compile text containing a future
+    statement, it "remembers" and compiles all subsequent program texts
+    with the statement in force."""
+
+    def __init__(self):
+        self.flags = PyCF_DONT_IMPLY_DEDENT
+
+        try:
+            from ast import PyCF_ALLOW_TOP_LEVEL_AWAIT
+            self.flags |= PyCF_ALLOW_TOP_LEVEL_AWAIT
+        except:
+            pass
+
+    def __call__(self, source, filename, symbol):
+        codeob = compile(source, filename, symbol, self.flags, 1)
+        for feature in _features:
+            if codeob.co_flags & feature.compiler_flag:
+                self.flags |= feature.compiler_flag
+        return codeob
+
+
+class CommandCompiler:
+    """Instances of this class have __call__ methods identical in
+    signature to compile_command; the difference is that if the
+    instance compiles program text containing a __future__ statement,
+    the instance 'remembers' and compiles all subsequent program texts
+    with the statement in force."""
+
+    def __init__(self,):
+        self.compiler = Compile()
+
+    def __call__(self, source, filename="<input>", symbol="single"):
+        r"""Compile a command and determine whether it is incomplete.
+
+        Arguments:
+
+        source -- the source string; may contain \n characters
+        filename -- optional filename from which source was read;
+                    default "<input>"
+        symbol -- optional grammar start symbol; "single" (default) or
+                  "eval"
+
+        Return value / exceptions raised:
+
+        - Return a code object if the command is complete and valid
+        - Return None if the command is incomplete
+        - Raise SyntaxError, ValueError or OverflowError if the command is a
+          syntax error (OverflowError and ValueError can be produced by
+          malformed literals).
+        """
+        return _maybe_compile(self.compiler, source, filename, symbol)
+
+# END --------------------------- from codeop import CommandCompiler, compile_command
+# END --------------------------- from codeop import CommandCompiler, compile_command
+# END --------------------------- from codeop import CommandCompiler, compile_command
+# END --------------------------- from codeop import CommandCompiler, compile_command
+# END --------------------------- from codeop import CommandCompiler, compile_command
+
+
+__all__ = ["InteractiveInterpreter", "InteractiveConsole", "interact",
+           "compile_command"]
+
+from _pydev_bundle._pydev_saved_modules import threading
+
+
+class _EvalAwaitInNewEventLoop(threading.Thread):
+
+    def __init__(self, compiled, updated_globals, updated_locals):
+        threading.Thread.__init__(self)
+        self.daemon = True
+        self._compiled = compiled
+        self._updated_globals = updated_globals
+        self._updated_locals = updated_locals
+
+        # Output
+        self.evaluated_value = None
+        self.exc = None
+
+    async def _async_func(self):
+        return await eval(self._compiled, self._updated_locals, self._updated_globals)
+
+    def run(self):
+        try:
+            import asyncio
+            loop = asyncio.new_event_loop()
+            asyncio.set_event_loop(loop)
+            self.evaluated_value = asyncio.run(self._async_func())
+        except:
+            self.exc = sys.exc_info()
+
+
+class InteractiveInterpreter:
+    """Base class for InteractiveConsole.
+
+    This class deals with parsing and interpreter state (the user's
+    namespace); it doesn't deal with input buffering or prompting or
+    input file naming (the filename is always passed in explicitly).
+
+    """
+
+    def __init__(self, locals=None):
+        """Constructor.
+
+        The optional 'locals' argument specifies the dictionary in
+        which code will be executed; it defaults to a newly created
+        dictionary with key "__name__" set to "__console__" and key
+        "__doc__" set to None.
+
+        """
+        if locals is None:
+            locals = {"__name__": "__console__", "__doc__": None}
+        self.locals = locals
+        self.compile = CommandCompiler()
+
+    def runsource(self, source, filename="<input>", symbol="single"):
+        """Compile and run some source in the interpreter.
+
+        Arguments are as for compile_command().
+
+        One of several things can happen:
+
+        1) The input is incorrect; compile_command() raised an
+        exception (SyntaxError or OverflowError).  A syntax traceback
+        will be printed by calling the showsyntaxerror() method.
+
+        2) The input is incomplete, and more input is required;
+        compile_command() returned None.  Nothing happens.
+
+        3) The input is complete; compile_command() returned a code
+        object.  The code is executed by calling self.runcode() (which
+        also handles run-time exceptions, except for SystemExit).
+
+        The return value is True in case 2, False in the other cases (unless
+        an exception is raised).  The return value can be used to
+        decide whether to use sys.ps1 or sys.ps2 to prompt the next
+        line.
+
+        """
+        try:
+            code = self.compile(source, filename, symbol)
+        except (OverflowError, SyntaxError, ValueError):
+            # Case 1
+            self.showsyntaxerror(filename)
+            return False
+
+        if code is None:
+            # Case 2
+            return True
+
+        # Case 3
+        self.runcode(code)
+        return False
+
+    def runcode(self, code):
+        """Execute a code object.
+
+        When an exception occurs, self.showtraceback() is called to
+        display a traceback.  All exceptions are caught except
+        SystemExit, which is reraised.
+
+        A note about KeyboardInterrupt: this exception may occur
+        elsewhere in this code, and may not always be caught.  The
+        caller should be prepared to deal with it.
+
+        """
+        try:
+            is_async = False
+            if hasattr(inspect, 'CO_COROUTINE'):
+                is_async = inspect.CO_COROUTINE & code.co_flags == inspect.CO_COROUTINE
+
+            if is_async:
+                t = _EvalAwaitInNewEventLoop(code, self.locals, None)
+                t.start()
+                t.join()
+
+                if t.exc:
+                    raise t.exc[1].with_traceback(t.exc[2])
+
+            else:
+                exec(code, self.locals)
+        except SystemExit:
+            raise
+        except:
+            self.showtraceback()
+
+    def showsyntaxerror(self, filename=None):
+        """Display the syntax error that just occurred.
+
+        This doesn't display a stack trace because there isn't one.
+
+        If a filename is given, it is stuffed in the exception instead
+        of what was there before (because Python's parser always uses
+        "<string>" when reading from a string).
+
+        The output is written by self.write(), below.
+
+        """
+        type, value, tb = sys.exc_info()
+        sys.last_type = type
+        sys.last_value = value
+        sys.last_traceback = tb
+        if filename and type is SyntaxError:
+            # Work hard to stuff the correct filename in the exception
+            try:
+                msg, (dummy_filename, lineno, offset, line) = value.args
+            except ValueError:
+                # Not the format we expect; leave it alone
+                pass
+            else:
+                # Stuff in the right filename
+                value = SyntaxError(msg, (filename, lineno, offset, line))
+                sys.last_value = value
+        if sys.excepthook is sys.__excepthook__:
+            lines = traceback.format_exception_only(type, value)
+            self.write(''.join(lines))
+        else:
+            # If someone has set sys.excepthook, we let that take precedence
+            # over self.write
+            sys.excepthook(type, value, tb)
+
+    def showtraceback(self):
+        """Display the exception that just occurred.
+
+        We remove the first stack item because it is our own code.
+
+        The output is written by self.write(), below.
+
+        """
+        sys.last_type, sys.last_value, last_tb = ei = sys.exc_info()
+        sys.last_traceback = last_tb
+        try:
+            lines = traceback.format_exception(ei[0], ei[1], last_tb.tb_next)
+            if sys.excepthook is sys.__excepthook__:
+                self.write(''.join(lines))
+            else:
+                # If someone has set sys.excepthook, we let that take precedence
+                # over self.write
+                sys.excepthook(ei[0], ei[1], last_tb)
+        finally:
+            last_tb = ei = None
+
+    def write(self, data):
+        """Write a string.
+
+        The base implementation writes to sys.stderr; a subclass may
+        replace this with a different implementation.
+
+        """
+        sys.stderr.write(data)
+
+
+class InteractiveConsole(InteractiveInterpreter):
+    """Closely emulate the behavior of the interactive Python interpreter.
+
+    This class builds on InteractiveInterpreter and adds prompting
+    using the familiar sys.ps1 and sys.ps2, and input buffering.
+
+    """
+
+    def __init__(self, locals=None, filename="<console>"):
+        """Constructor.
+
+        The optional locals argument will be passed to the
+        InteractiveInterpreter base class.
+
+        The optional filename argument should specify the (file)name
+        of the input stream; it will show up in tracebacks.
+
+        """
+        InteractiveInterpreter.__init__(self, locals)
+        self.filename = filename
+        self.resetbuffer()
+
+    def resetbuffer(self):
+        """Reset the input buffer."""
+        self.buffer = []
+
+    def interact(self, banner=None, exitmsg=None):
+        """Closely emulate the interactive Python console.
+
+        The optional banner argument specifies the banner to print
+        before the first interaction; by default it prints a banner
+        similar to the one printed by the real Python interpreter,
+        followed by the current class name in parentheses (so as not
+        to confuse this with the real interpreter -- since it's so
+        close!).
+
+        The optional exitmsg argument specifies the exit message
+        printed when exiting. Pass the empty string to suppress
+        printing an exit message. If exitmsg is not given or None,
+        a default message is printed.
+
+        """
+        try:
+            sys.ps1
+        except AttributeError:
+            sys.ps1 = ">>> "
+        try:
+            sys.ps2
+        except AttributeError:
+            sys.ps2 = "... "
+        cprt = 'Type "help", "copyright", "credits" or "license" for more information.'
+        if banner is None:
+            self.write("Python %s on %s\n%s\n(%s)\n" %
+                       (sys.version, sys.platform, cprt,
+                        self.__class__.__name__))
+        elif banner:
+            self.write("%s\n" % str(banner))
+        more = 0
+        while 1:
+            try:
+                if more:
+                    prompt = sys.ps2
+                else:
+                    prompt = sys.ps1
+                try:
+                    line = self.raw_input(prompt)
+                except EOFError:
+                    self.write("\n")
+                    break
+                else:
+                    more = self.push(line)
+            except KeyboardInterrupt:
+                self.write("\nKeyboardInterrupt\n")
+                self.resetbuffer()
+                more = 0
+        if exitmsg is None:
+            self.write('now exiting %s...\n' % self.__class__.__name__)
+        elif exitmsg != '':
+            self.write('%s\n' % exitmsg)
+
+    def push(self, line):
+        """Push a line to the interpreter.
+
+        The line should not have a trailing newline; it may have
+        internal newlines.  The line is appended to a buffer and the
+        interpreter's runsource() method is called with the
+        concatenated contents of the buffer as source.  If this
+        indicates that the command was executed or invalid, the buffer
+        is reset; otherwise, the command is incomplete, and the buffer
+        is left as it was after the line was appended.  The return
+        value is 1 if more input is required, 0 if the line was dealt
+        with in some way (this is the same as runsource()).
+
+        """
+        self.buffer.append(line)
+        source = "\n".join(self.buffer)
+        more = self.runsource(source, self.filename)
+        if not more:
+            self.resetbuffer()
+        return more
+
+    def raw_input(self, prompt=""):
+        """Write a prompt and read a line.
+
+        The returned line does not include the trailing newline.
+        When the user enters the EOF key sequence, EOFError is raised.
+
+        The base implementation uses the built-in function
+        input(); a subclass may replace this with a different
+        implementation.
+
+        """
+        return input(prompt)
+
+
+def interact(banner=None, readfunc=None, local=None, exitmsg=None):
+    """Closely emulate the interactive Python interpreter.
+
+    This is a backwards compatible interface to the InteractiveConsole
+    class.  When readfunc is not specified, it attempts to import the
+    readline module to enable GNU readline if it is available.
+
+    Arguments (all optional, all default to None):
+
+    banner -- passed to InteractiveConsole.interact()
+    readfunc -- if not None, replaces InteractiveConsole.raw_input()
+    local -- passed to InteractiveInterpreter.__init__()
+    exitmsg -- passed to InteractiveConsole.interact()
+
+    """
+    console = InteractiveConsole(local)
+    if readfunc is not None:
+        console.raw_input = readfunc
+    else:
+        try:
+            import readline
+        except ImportError:
+            pass
+    console.interact(banner, exitmsg)
+
+
+if __name__ == "__main__":
+    import argparse
+
+    parser = argparse.ArgumentParser()
+    parser.add_argument('-q', action='store_true',
+                       help="don't print version and copyright messages")
+    args = parser.parse_args()
+    if args.q or sys.flags.quiet:
+        banner = ''
+    else:
+        banner = None
+    interact(banner)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_additional_thread_info.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_additional_thread_info.py
new file mode 120000
index 0000000..8fb5b3f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_additional_thread_info.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/14/fe/7b/a26cf82b68ab86e7f9ce5452b46a052e096cc3d99cc124be8ac2754bc2
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_additional_thread_info_regular.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_additional_thread_info_regular.py
new file mode 100644
index 0000000..2ed1313
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_additional_thread_info_regular.py
@@ -0,0 +1,153 @@
+from _pydevd_bundle.pydevd_constants import (STATE_RUN, PYTHON_SUSPEND, SUPPORT_GEVENT, ForkSafeLock,
+    _current_frames)
+from _pydev_bundle import pydev_log
+# IFDEF CYTHON
+# pydev_log.debug("Using Cython speedups")
+# ELSE
+from _pydevd_bundle.pydevd_frame import PyDBFrame
+# ENDIF
+
+version = 11
+
+
+#=======================================================================================================================
+# PyDBAdditionalThreadInfo
+#=======================================================================================================================
+# IFDEF CYTHON
+# cdef class PyDBAdditionalThreadInfo:
+# ELSE
+class PyDBAdditionalThreadInfo(object):
+# ENDIF
+
+    # Note: the params in cython are declared in pydevd_cython.pxd.
+    # IFDEF CYTHON
+    # ELSE
+    __slots__ = [
+        'pydev_state',
+        'pydev_step_stop',
+        'pydev_original_step_cmd',
+        'pydev_step_cmd',
+        'pydev_notify_kill',
+        'pydev_django_resolve_frame',
+        'pydev_call_from_jinja2',
+        'pydev_call_inside_jinja2',
+        'is_tracing',
+        'conditional_breakpoint_exception',
+        'pydev_message',
+        'suspend_type',
+        'pydev_next_line',
+        'pydev_func_name',
+        'suspended_at_unhandled',
+        'trace_suspend_type',
+        'top_level_thread_tracer_no_back_frames',
+        'top_level_thread_tracer_unhandled',
+        'thread_tracer',
+        'step_in_initial_location',
+
+        # Used for CMD_SMART_STEP_INTO (to know which smart step into variant to use)
+        'pydev_smart_parent_offset',
+        'pydev_smart_child_offset',
+
+        # Used for CMD_SMART_STEP_INTO (list[_pydevd_bundle.pydevd_bytecode_utils.Variant])
+        # Filled when the cmd_get_smart_step_into_variants is requested (so, this is a copy
+        # of the last request for a given thread and pydev_smart_parent_offset/pydev_smart_child_offset relies on it).
+        'pydev_smart_step_into_variants',
+        'target_id_to_smart_step_into_variant',
+
+        'pydev_use_scoped_step_frame',
+    ]
+    # ENDIF
+
+    def __init__(self):
+        self.pydev_state = STATE_RUN  # STATE_RUN or STATE_SUSPEND
+        self.pydev_step_stop = None
+
+        # Note: we have `pydev_original_step_cmd` and `pydev_step_cmd` because the original is to
+        # say the action that started it and the other is to say what's the current tracing behavior
+        # (because it's possible that we start with a step over but may have to switch to a
+        # different step strategy -- for instance, if a step over is done and we return the current
+        # method the strategy is changed to a step in).
+
+        self.pydev_original_step_cmd = -1  # Something as CMD_STEP_INTO, CMD_STEP_OVER, etc.
+        self.pydev_step_cmd = -1  # Something as CMD_STEP_INTO, CMD_STEP_OVER, etc.
+
+        self.pydev_notify_kill = False
+        self.pydev_django_resolve_frame = False
+        self.pydev_call_from_jinja2 = None
+        self.pydev_call_inside_jinja2 = None
+        self.is_tracing = 0
+        self.conditional_breakpoint_exception = None
+        self.pydev_message = ''
+        self.suspend_type = PYTHON_SUSPEND
+        self.pydev_next_line = -1
+        self.pydev_func_name = '.invalid.'  # Must match the type in cython
+        self.suspended_at_unhandled = False
+        self.trace_suspend_type = 'trace'  # 'trace' or 'frame_eval'
+        self.top_level_thread_tracer_no_back_frames = []
+        self.top_level_thread_tracer_unhandled = None
+        self.thread_tracer = None
+        self.step_in_initial_location = None
+        self.pydev_smart_parent_offset = -1
+        self.pydev_smart_child_offset = -1
+        self.pydev_smart_step_into_variants = ()
+        self.target_id_to_smart_step_into_variant = {}
+
+        # Flag to indicate ipython use-case where each line will be executed as a call/line/return
+        # in a new new frame but in practice we want to consider each new frame as if it was all
+        # part of the same frame.
+        #
+        # In practice this means that a step over shouldn't revert to a step in and we need some
+        # special logic to know when we should stop in a step over as we need to consider 2
+        # different frames as being equal if they're logically the continuation of a frame
+        # being executed by ipython line by line.
+        #
+        # See: https://github.com/microsoft/debugpy/issues/869#issuecomment-1132141003
+        self.pydev_use_scoped_step_frame = False
+
+    def get_topmost_frame(self, thread):
+        '''
+        Gets the topmost frame for the given thread. Note that it may be None
+        and callers should remove the reference to the frame as soon as possible
+        to avoid disturbing user code.
+        '''
+        # sys._current_frames(): dictionary with thread id -> topmost frame
+        current_frames = _current_frames()
+        topmost_frame = current_frames.get(thread.ident)
+        if topmost_frame is None:
+            # Note: this is expected for dummy threads (so, getting the topmost frame should be
+            # treated as optional).
+            pydev_log.info(
+                'Unable to get topmost frame for thread: %s, thread.ident: %s, id(thread): %s\nCurrent frames: %s.\n'
+                'GEVENT_SUPPORT: %s',
+                thread,
+                thread.ident,
+                id(thread),
+                current_frames,
+                SUPPORT_GEVENT,
+            )
+
+        return topmost_frame
+
+    def __str__(self):
+        return 'State:%s Stop:%s Cmd: %s Kill:%s' % (
+            self.pydev_state, self.pydev_step_stop, self.pydev_step_cmd, self.pydev_notify_kill)
+
+
+_set_additional_thread_info_lock = ForkSafeLock()
+
+
+def set_additional_thread_info(thread):
+    try:
+        additional_info = thread.additional_info
+        if additional_info is None:
+            raise AttributeError()
+    except:
+        with _set_additional_thread_info_lock:
+            # If it's not there, set it within a lock to avoid any racing
+            # conditions.
+            additional_info = getattr(thread, 'additional_info', None)
+            if additional_info is None:
+                additional_info = PyDBAdditionalThreadInfo()
+            thread.additional_info = additional_info
+
+    return additional_info
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_api.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_api.py
new file mode 100644
index 0000000..28a28d6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_api.py
@@ -0,0 +1,1141 @@
+import sys
+import bisect
+import types
+
+from _pydev_bundle._pydev_saved_modules import threading
+from _pydevd_bundle import pydevd_utils, pydevd_source_mapping
+from _pydevd_bundle.pydevd_additional_thread_info import set_additional_thread_info
+from _pydevd_bundle.pydevd_comm import (InternalGetThreadStack, internal_get_completions,
+    InternalSetNextStatementThread, internal_reload_code,
+    InternalGetVariable, InternalGetArray, InternalLoadFullValue,
+    internal_get_description, internal_get_frame, internal_evaluate_expression, InternalConsoleExec,
+    internal_get_variable_json, internal_change_variable, internal_change_variable_json,
+    internal_evaluate_expression_json, internal_set_expression_json, internal_get_exception_details_json,
+    internal_step_in_thread, internal_smart_step_into)
+from _pydevd_bundle.pydevd_comm_constants import (CMD_THREAD_SUSPEND, file_system_encoding,
+    CMD_STEP_INTO_MY_CODE, CMD_STOP_ON_START, CMD_SMART_STEP_INTO)
+from _pydevd_bundle.pydevd_constants import (get_current_thread_id, set_protocol, get_protocol,
+    HTTP_JSON_PROTOCOL, JSON_PROTOCOL, DebugInfoHolder, IS_WINDOWS)
+from _pydevd_bundle.pydevd_net_command_factory_json import NetCommandFactoryJson
+from _pydevd_bundle.pydevd_net_command_factory_xml import NetCommandFactory
+import pydevd_file_utils
+from _pydev_bundle import pydev_log
+from _pydevd_bundle.pydevd_breakpoints import LineBreakpoint
+from pydevd_tracing import get_exception_traceback_str
+import os
+import subprocess
+import ctypes
+from _pydevd_bundle.pydevd_collect_bytecode_info import code_to_bytecode_representation
+import itertools
+import linecache
+from _pydevd_bundle.pydevd_utils import DAPGrouper
+from _pydevd_bundle.pydevd_daemon_thread import run_as_pydevd_daemon_thread
+from _pydevd_bundle.pydevd_thread_lifecycle import pydevd_find_thread_by_id, resume_threads
+import tokenize
+
+try:
+    import dis
+except ImportError:
+
+    def _get_code_lines(code):
+        raise NotImplementedError
+
+else:
+
+    def _get_code_lines(code):
+        if not isinstance(code, types.CodeType):
+            path = code
+            with tokenize.open(path) as f:
+                src = f.read()
+            code = compile(src, path, 'exec', 0, dont_inherit=True)
+            return _get_code_lines(code)
+
+        def iterate():
+            # First, get all line starts for this code object. This does not include
+            # bodies of nested class and function definitions, as they have their
+            # own objects.
+            for _, lineno in dis.findlinestarts(code):
+                yield lineno
+
+            # For nested class and function definitions, their respective code objects
+            # are constants referenced by this object.
+            for const in code.co_consts:
+                if isinstance(const, types.CodeType) and const.co_filename == code.co_filename:
+                    for lineno in _get_code_lines(const):
+                        yield lineno
+
+        return iterate()
+
+
+class PyDevdAPI(object):
+
+    class VariablePresentation(object):
+
+        def __init__(self, special='group', function='group', class_='group', protected='inline'):
+            self._presentation = {
+                DAPGrouper.SCOPE_SPECIAL_VARS: special,
+                DAPGrouper.SCOPE_FUNCTION_VARS: function,
+                DAPGrouper.SCOPE_CLASS_VARS: class_,
+                DAPGrouper.SCOPE_PROTECTED_VARS: protected,
+            }
+
+        def get_presentation(self, scope):
+            return self._presentation[scope]
+
+    def run(self, py_db):
+        py_db.ready_to_run = True
+
+    def notify_initialize(self, py_db):
+        py_db.on_initialize()
+
+    def notify_configuration_done(self, py_db):
+        py_db.on_configuration_done()
+
+    def notify_disconnect(self, py_db):
+        py_db.on_disconnect()
+
+    def set_protocol(self, py_db, seq, protocol):
+        set_protocol(protocol.strip())
+        if get_protocol() in (HTTP_JSON_PROTOCOL, JSON_PROTOCOL):
+            cmd_factory_class = NetCommandFactoryJson
+        else:
+            cmd_factory_class = NetCommandFactory
+
+        if not isinstance(py_db.cmd_factory, cmd_factory_class):
+            py_db.cmd_factory = cmd_factory_class()
+
+        return py_db.cmd_factory.make_protocol_set_message(seq)
+
+    def set_ide_os_and_breakpoints_by(self, py_db, seq, ide_os, breakpoints_by):
+        '''
+        :param ide_os: 'WINDOWS' or 'UNIX'
+        :param breakpoints_by: 'ID' or 'LINE'
+        '''
+        if breakpoints_by == 'ID':
+            py_db._set_breakpoints_with_id = True
+        else:
+            py_db._set_breakpoints_with_id = False
+
+        self.set_ide_os(ide_os)
+
+        return py_db.cmd_factory.make_version_message(seq)
+
+    def set_ide_os(self, ide_os):
+        '''
+        :param ide_os: 'WINDOWS' or 'UNIX'
+        '''
+        pydevd_file_utils.set_ide_os(ide_os)
+
+    def set_gui_event_loop(self, py_db, gui_event_loop):
+        py_db._gui_event_loop = gui_event_loop
+
+    def send_error_message(self, py_db, msg):
+        cmd = py_db.cmd_factory.make_warning_message('pydevd: %s\n' % (msg,))
+        py_db.writer.add_command(cmd)
+
+    def set_show_return_values(self, py_db, show_return_values):
+        if show_return_values:
+            py_db.show_return_values = True
+        else:
+            if py_db.show_return_values:
+                # We should remove saved return values
+                py_db.remove_return_values_flag = True
+            py_db.show_return_values = False
+        pydev_log.debug("Show return values: %s", py_db.show_return_values)
+
+    def list_threads(self, py_db, seq):
+        # Response is the command with the list of threads to be added to the writer thread.
+        return py_db.cmd_factory.make_list_threads_message(py_db, seq)
+
+    def request_suspend_thread(self, py_db, thread_id='*'):
+        # Yes, thread suspend is done at this point, not through an internal command.
+        threads = []
+        suspend_all = thread_id.strip() == '*'
+        if suspend_all:
+            threads = pydevd_utils.get_non_pydevd_threads()
+
+        elif thread_id.startswith('__frame__:'):
+            sys.stderr.write("Can't suspend tasklet: %s\n" % (thread_id,))
+
+        else:
+            threads = [pydevd_find_thread_by_id(thread_id)]
+
+        for t in threads:
+            if t is None:
+                continue
+            py_db.set_suspend(
+                t,
+                CMD_THREAD_SUSPEND,
+                suspend_other_threads=suspend_all,
+                is_pause=True,
+            )
+            # Break here (even if it's suspend all) as py_db.set_suspend will
+            # take care of suspending other threads.
+            break
+
+    def set_enable_thread_notifications(self, py_db, enable):
+        '''
+        When disabled, no thread notifications (for creation/removal) will be
+        issued until it's re-enabled.
+
+        Note that when it's re-enabled, a creation notification will be sent for
+        all existing threads even if it was previously sent (this is meant to
+        be used on disconnect/reconnect).
+        '''
+        py_db.set_enable_thread_notifications(enable)
+
+    def request_disconnect(self, py_db, resume_threads):
+        self.set_enable_thread_notifications(py_db, False)
+        self.remove_all_breakpoints(py_db, '*')
+        self.remove_all_exception_breakpoints(py_db)
+        self.notify_disconnect(py_db)
+
+        if resume_threads:
+            self.request_resume_thread(thread_id='*')
+
+    def request_resume_thread(self, thread_id):
+        resume_threads(thread_id)
+
+    def request_completions(self, py_db, seq, thread_id, frame_id, act_tok, line=-1, column=-1):
+        py_db.post_method_as_internal_command(
+            thread_id, internal_get_completions, seq, thread_id, frame_id, act_tok, line=line, column=column)
+
+    def request_stack(self, py_db, seq, thread_id, fmt=None, timeout=.5, start_frame=0, levels=0):
+        # If it's already suspended, get it right away.
+        internal_get_thread_stack = InternalGetThreadStack(
+            seq, thread_id, py_db, set_additional_thread_info, fmt=fmt, timeout=timeout, start_frame=start_frame, levels=levels)
+        if internal_get_thread_stack.can_be_executed_by(get_current_thread_id(threading.current_thread())):
+            internal_get_thread_stack.do_it(py_db)
+        else:
+            py_db.post_internal_command(internal_get_thread_stack, '*')
+
+    def request_exception_info_json(self, py_db, request, thread_id, max_frames):
+        py_db.post_method_as_internal_command(
+            thread_id,
+            internal_get_exception_details_json,
+            request,
+            thread_id,
+            max_frames,
+            set_additional_thread_info=set_additional_thread_info,
+            iter_visible_frames_info=py_db.cmd_factory._iter_visible_frames_info,
+        )
+
+    def request_step(self, py_db, thread_id, step_cmd_id):
+        t = pydevd_find_thread_by_id(thread_id)
+        if t:
+            py_db.post_method_as_internal_command(
+                thread_id,
+                internal_step_in_thread,
+                thread_id,
+                step_cmd_id,
+                set_additional_thread_info=set_additional_thread_info,
+            )
+        elif thread_id.startswith('__frame__:'):
+            sys.stderr.write("Can't make tasklet step command: %s\n" % (thread_id,))
+
+    def request_smart_step_into(self, py_db, seq, thread_id, offset, child_offset):
+        t = pydevd_find_thread_by_id(thread_id)
+        if t:
+            py_db.post_method_as_internal_command(
+                thread_id, internal_smart_step_into, thread_id, offset, child_offset, set_additional_thread_info=set_additional_thread_info)
+        elif thread_id.startswith('__frame__:'):
+            sys.stderr.write("Can't set next statement in tasklet: %s\n" % (thread_id,))
+
+    def request_smart_step_into_by_func_name(self, py_db, seq, thread_id, line, func_name):
+        # Same thing as set next, just with a different cmd id.
+        self.request_set_next(py_db, seq, thread_id, CMD_SMART_STEP_INTO, None, line, func_name)
+
+    def request_set_next(self, py_db, seq, thread_id, set_next_cmd_id, original_filename, line, func_name):
+        '''
+        set_next_cmd_id may actually be one of:
+
+        CMD_RUN_TO_LINE
+        CMD_SET_NEXT_STATEMENT
+
+        CMD_SMART_STEP_INTO -- note: request_smart_step_into is preferred if it's possible
+                               to work with bytecode offset.
+
+        :param Optional[str] original_filename:
+            If available, the filename may be source translated, otherwise no translation will take
+            place (the set next just needs the line afterwards as it executes locally, but for
+            the Jupyter integration, the source mapping may change the actual lines and not only
+            the filename).
+        '''
+        t = pydevd_find_thread_by_id(thread_id)
+        if t:
+            if original_filename is not None:
+                translated_filename = self.filename_to_server(original_filename)  # Apply user path mapping.
+                pydev_log.debug('Set next (after path translation) in: %s line: %s', translated_filename, line)
+                func_name = self.to_str(func_name)
+
+                assert translated_filename.__class__ == str  # i.e.: bytes on py2 and str on py3
+                assert func_name.__class__ == str  # i.e.: bytes on py2 and str on py3
+
+                # Apply source mapping (i.e.: ipython).
+                _source_mapped_filename, new_line, multi_mapping_applied = py_db.source_mapping.map_to_server(
+                    translated_filename, line)
+                if multi_mapping_applied:
+                    pydev_log.debug('Set next (after source mapping) in: %s line: %s', translated_filename, line)
+                    line = new_line
+
+            int_cmd = InternalSetNextStatementThread(thread_id, set_next_cmd_id, line, func_name, seq=seq)
+            py_db.post_internal_command(int_cmd, thread_id)
+        elif thread_id.startswith('__frame__:'):
+            sys.stderr.write("Can't set next statement in tasklet: %s\n" % (thread_id,))
+
+    def request_reload_code(self, py_db, seq, module_name, filename):
+        '''
+        :param seq: if -1 no message will be sent back when the reload is done.
+
+        Note: either module_name or filename may be None (but not both at the same time).
+        '''
+        thread_id = '*'  # Any thread
+        # Note: not going for the main thread because in this case it'd only do the load
+        # when we stopped on a breakpoint.
+        py_db.post_method_as_internal_command(
+            thread_id, internal_reload_code, seq, module_name, filename)
+
+    def request_change_variable(self, py_db, seq, thread_id, frame_id, scope, attr, value):
+        '''
+        :param scope: 'FRAME' or 'GLOBAL'
+        '''
+        py_db.post_method_as_internal_command(
+            thread_id, internal_change_variable, seq, thread_id, frame_id, scope, attr, value)
+
+    def request_get_variable(self, py_db, seq, thread_id, frame_id, scope, attrs):
+        '''
+        :param scope: 'FRAME' or 'GLOBAL'
+        '''
+        int_cmd = InternalGetVariable(seq, thread_id, frame_id, scope, attrs)
+        py_db.post_internal_command(int_cmd, thread_id)
+
+    def request_get_array(self, py_db, seq, roffset, coffset, rows, cols, fmt, thread_id, frame_id, scope, attrs):
+        int_cmd = InternalGetArray(seq, roffset, coffset, rows, cols, fmt, thread_id, frame_id, scope, attrs)
+        py_db.post_internal_command(int_cmd, thread_id)
+
+    def request_load_full_value(self, py_db, seq, thread_id, frame_id, vars):
+        int_cmd = InternalLoadFullValue(seq, thread_id, frame_id, vars)
+        py_db.post_internal_command(int_cmd, thread_id)
+
+    def request_get_description(self, py_db, seq, thread_id, frame_id, expression):
+        py_db.post_method_as_internal_command(
+            thread_id, internal_get_description, seq, thread_id, frame_id, expression)
+
+    def request_get_frame(self, py_db, seq, thread_id, frame_id):
+        py_db.post_method_as_internal_command(
+            thread_id, internal_get_frame, seq, thread_id, frame_id)
+
+    def to_str(self, s):
+        '''
+        -- in py3 raises an error if it's not str already.
+        '''
+        if s.__class__ != str:
+            raise AssertionError('Expected to have str on Python 3. Found: %s (%s)' % (s, s.__class__))
+        return s
+
+    def filename_to_str(self, filename):
+        '''
+        -- in py3 raises an error if it's not str already.
+        '''
+        if filename.__class__ != str:
+            raise AssertionError('Expected to have str on Python 3. Found: %s (%s)' % (filename, filename.__class__))
+        return filename
+
+    def filename_to_server(self, filename):
+        filename = self.filename_to_str(filename)
+        filename = pydevd_file_utils.map_file_to_server(filename)
+        return filename
+
+    class _DummyFrame(object):
+        '''
+        Dummy frame to be used with PyDB.apply_files_filter (as we don't really have the
+        related frame as breakpoints are added before execution).
+        '''
+
+        class _DummyCode(object):
+
+            def __init__(self, filename):
+                self.co_firstlineno = 1
+                self.co_filename = filename
+                self.co_name = 'invalid func name '
+
+        def __init__(self, filename):
+            self.f_code = self._DummyCode(filename)
+            self.f_globals = {}
+
+    ADD_BREAKPOINT_NO_ERROR = 0
+    ADD_BREAKPOINT_FILE_NOT_FOUND = 1
+    ADD_BREAKPOINT_FILE_EXCLUDED_BY_FILTERS = 2
+
+    # This means that the breakpoint couldn't be fully validated (more runtime
+    # information may be needed).
+    ADD_BREAKPOINT_LAZY_VALIDATION = 3
+    ADD_BREAKPOINT_INVALID_LINE = 4
+
+    class _AddBreakpointResult(object):
+
+        # :see: ADD_BREAKPOINT_NO_ERROR = 0
+        # :see: ADD_BREAKPOINT_FILE_NOT_FOUND = 1
+        # :see: ADD_BREAKPOINT_FILE_EXCLUDED_BY_FILTERS = 2
+        # :see: ADD_BREAKPOINT_LAZY_VALIDATION = 3
+        # :see: ADD_BREAKPOINT_INVALID_LINE = 4
+
+        __slots__ = ['error_code', 'breakpoint_id', 'translated_filename', 'translated_line', 'original_line']
+
+        def __init__(self, breakpoint_id, translated_filename, translated_line, original_line):
+            self.error_code = PyDevdAPI.ADD_BREAKPOINT_NO_ERROR
+            self.breakpoint_id = breakpoint_id
+            self.translated_filename = translated_filename
+            self.translated_line = translated_line
+            self.original_line = original_line
+
+    def add_breakpoint(
+            self, py_db, original_filename, breakpoint_type, breakpoint_id, line, condition, func_name,
+            expression, suspend_policy, hit_condition, is_logpoint, adjust_line=False, on_changed_breakpoint_state=None):
+        '''
+        :param str original_filename:
+            Note: must be sent as it was received in the protocol. It may be translated in this
+            function and its final value will be available in the returned _AddBreakpointResult.
+
+        :param str breakpoint_type:
+            One of: 'python-line', 'django-line', 'jinja2-line'.
+
+        :param int breakpoint_id:
+
+        :param int line:
+            Note: it's possible that a new line was actually used. If that's the case its
+            final value will be available in the returned _AddBreakpointResult.
+
+        :param condition:
+            Either None or the condition to activate the breakpoint.
+
+        :param str func_name:
+            If "None" (str), may hit in any context.
+            Empty string will hit only top level.
+            Any other value must match the scope of the method to be matched.
+
+        :param str expression:
+            None or the expression to be evaluated.
+
+        :param suspend_policy:
+            Either "NONE" (to suspend only the current thread when the breakpoint is hit) or
+            "ALL" (to suspend all threads when a breakpoint is hit).
+
+        :param str hit_condition:
+            An expression where `@HIT@` will be replaced by the number of hits.
+            i.e.: `@HIT@ == x` or `@HIT@ >= x`
+
+        :param bool is_logpoint:
+            If True and an expression is passed, pydevd will create an io message command with the
+            result of the evaluation.
+
+        :param bool adjust_line:
+            If True, the breakpoint line should be adjusted if the current line doesn't really
+            match an executable line (if possible).
+
+        :param callable on_changed_breakpoint_state:
+            This is called when something changed internally on the breakpoint after it was initially
+            added (for instance, template file_to_line_to_breakpoints could be signaled as invalid initially and later
+            when the related template is loaded, if the line is valid it could be marked as valid).
+
+            The signature for the callback should be:
+                on_changed_breakpoint_state(breakpoint_id: int, add_breakpoint_result: _AddBreakpointResult)
+
+                Note that the add_breakpoint_result should not be modified by the callback (the
+                implementation may internally reuse the same instance multiple times).
+
+        :return _AddBreakpointResult:
+        '''
+        assert original_filename.__class__ == str, 'Expected str, found: %s' % (original_filename.__class__,)  # i.e.: bytes on py2 and str on py3
+
+        original_filename_normalized = pydevd_file_utils.normcase_from_client(original_filename)
+
+        pydev_log.debug('Request for breakpoint in: %s line: %s', original_filename, line)
+        original_line = line
+        # Parameters to reapply breakpoint.
+        api_add_breakpoint_params = (original_filename, breakpoint_type, breakpoint_id, line, condition, func_name,
+            expression, suspend_policy, hit_condition, is_logpoint)
+
+        translated_filename = self.filename_to_server(original_filename)  # Apply user path mapping.
+        pydev_log.debug('Breakpoint (after path translation) in: %s line: %s', translated_filename, line)
+        func_name = self.to_str(func_name)
+
+        assert translated_filename.__class__ == str  # i.e.: bytes on py2 and str on py3
+        assert func_name.__class__ == str  # i.e.: bytes on py2 and str on py3
+
+        # Apply source mapping (i.e.: ipython).
+        source_mapped_filename, new_line, multi_mapping_applied = py_db.source_mapping.map_to_server(
+            translated_filename, line)
+
+        if multi_mapping_applied:
+            pydev_log.debug('Breakpoint (after source mapping) in: %s line: %s', source_mapped_filename, new_line)
+            # Note that source mapping is internal and does not change the resulting filename nor line
+            # (we want the outside world to see the line in the original file and not in the ipython
+            # cell, otherwise the editor wouldn't be correct as the returned line is the line to
+            # which the breakpoint will be moved in the editor).
+            result = self._AddBreakpointResult(breakpoint_id, original_filename, line, original_line)
+
+            # If a multi-mapping was applied, consider it the canonical / source mapped version (translated to ipython cell).
+            translated_absolute_filename = source_mapped_filename
+            canonical_normalized_filename = pydevd_file_utils.normcase(source_mapped_filename)
+            line = new_line
+
+        else:
+            translated_absolute_filename = pydevd_file_utils.absolute_path(translated_filename)
+            canonical_normalized_filename = pydevd_file_utils.canonical_normalized_path(translated_filename)
+
+            if adjust_line and not translated_absolute_filename.startswith('<'):
+                # Validate file_to_line_to_breakpoints and adjust their positions.
+                try:
+                    lines = sorted(_get_code_lines(translated_absolute_filename))
+                except Exception:
+                    pass
+                else:
+                    if line not in lines:
+                        # Adjust to the first preceding valid line.
+                        idx = bisect.bisect_left(lines, line)
+                        if idx > 0:
+                            line = lines[idx - 1]
+
+            result = self._AddBreakpointResult(breakpoint_id, original_filename, line, original_line)
+
+        py_db.api_received_breakpoints[(original_filename_normalized, breakpoint_id)] = (canonical_normalized_filename, api_add_breakpoint_params)
+
+        if not translated_absolute_filename.startswith('<'):
+            # Note: if a mapping pointed to a file starting with '<', don't validate.
+
+            if not pydevd_file_utils.exists(translated_absolute_filename):
+                result.error_code = self.ADD_BREAKPOINT_FILE_NOT_FOUND
+                return result
+
+            if (
+                    py_db.is_files_filter_enabled and
+                    not py_db.get_require_module_for_filters() and
+                    py_db.apply_files_filter(self._DummyFrame(translated_absolute_filename), translated_absolute_filename, False)
+                ):
+                # Note that if `get_require_module_for_filters()` returns False, we don't do this check.
+                # This is because we don't have the module name given a file at this point (in
+                # runtime it's gotten from the frame.f_globals).
+                # An option could be calculate it based on the filename and current sys.path,
+                # but on some occasions that may be wrong (for instance with `__main__` or if
+                # the user dynamically changes the PYTHONPATH).
+
+                # Note: depending on the use-case, filters may be changed, so, keep on going and add the
+                # breakpoint even with the error code.
+                result.error_code = self.ADD_BREAKPOINT_FILE_EXCLUDED_BY_FILTERS
+
+        if breakpoint_type == 'python-line':
+            added_breakpoint = LineBreakpoint(
+                breakpoint_id, line, condition, func_name, expression, suspend_policy, hit_condition=hit_condition, is_logpoint=is_logpoint)
+
+            file_to_line_to_breakpoints = py_db.breakpoints
+            file_to_id_to_breakpoint = py_db.file_to_id_to_line_breakpoint
+            supported_type = True
+
+        else:
+            add_plugin_breakpoint_result = None
+            plugin = py_db.get_plugin_lazy_init()
+            if plugin is not None:
+                add_plugin_breakpoint_result = plugin.add_breakpoint(
+                    'add_line_breakpoint', py_db, breakpoint_type, canonical_normalized_filename,
+                    breakpoint_id, line, condition, expression, func_name, hit_condition=hit_condition, is_logpoint=is_logpoint,
+                    add_breakpoint_result=result, on_changed_breakpoint_state=on_changed_breakpoint_state)
+
+            if add_plugin_breakpoint_result is not None:
+                supported_type = True
+                added_breakpoint, file_to_line_to_breakpoints = add_plugin_breakpoint_result
+                file_to_id_to_breakpoint = py_db.file_to_id_to_plugin_breakpoint
+            else:
+                supported_type = False
+
+        if not supported_type:
+            raise NameError(breakpoint_type)
+
+        if DebugInfoHolder.DEBUG_TRACE_BREAKPOINTS > 0:
+            pydev_log.debug('Added breakpoint:%s - line:%s - func_name:%s\n', canonical_normalized_filename, line, func_name)
+
+        if canonical_normalized_filename in file_to_id_to_breakpoint:
+            id_to_pybreakpoint = file_to_id_to_breakpoint[canonical_normalized_filename]
+        else:
+            id_to_pybreakpoint = file_to_id_to_breakpoint[canonical_normalized_filename] = {}
+
+        id_to_pybreakpoint[breakpoint_id] = added_breakpoint
+        py_db.consolidate_breakpoints(canonical_normalized_filename, id_to_pybreakpoint, file_to_line_to_breakpoints)
+        if py_db.plugin is not None:
+            py_db.has_plugin_line_breaks = py_db.plugin.has_line_breaks()
+            py_db.plugin.after_breakpoints_consolidated(py_db, canonical_normalized_filename, id_to_pybreakpoint, file_to_line_to_breakpoints)
+
+        py_db.on_breakpoints_changed()
+        return result
+
+    def reapply_breakpoints(self, py_db):
+        '''
+        Reapplies all the received breakpoints as they were received by the API (so, new
+        translations are applied).
+        '''
+        pydev_log.debug('Reapplying breakpoints.')
+        values = list(py_db.api_received_breakpoints.values())  # Create a copy with items to reapply.
+        self.remove_all_breakpoints(py_db, '*')
+        for val in values:
+            _new_filename, api_add_breakpoint_params = val
+            self.add_breakpoint(py_db, *api_add_breakpoint_params)
+
+    def remove_all_breakpoints(self, py_db, received_filename):
+        '''
+        Removes all the breakpoints from a given file or from all files if received_filename == '*'.
+
+        :param str received_filename:
+            Note: must be sent as it was received in the protocol. It may be translated in this
+            function.
+        '''
+        assert received_filename.__class__ == str  # i.e.: bytes on py2 and str on py3
+        changed = False
+        lst = [
+            py_db.file_to_id_to_line_breakpoint,
+            py_db.file_to_id_to_plugin_breakpoint,
+            py_db.breakpoints
+        ]
+        if hasattr(py_db, 'django_breakpoints'):
+            lst.append(py_db.django_breakpoints)
+
+        if hasattr(py_db, 'jinja2_breakpoints'):
+            lst.append(py_db.jinja2_breakpoints)
+
+        if received_filename == '*':
+            py_db.api_received_breakpoints.clear()
+
+            for file_to_id_to_breakpoint in lst:
+                if file_to_id_to_breakpoint:
+                    file_to_id_to_breakpoint.clear()
+                    changed = True
+
+        else:
+            received_filename_normalized = pydevd_file_utils.normcase_from_client(received_filename)
+            items = list(py_db.api_received_breakpoints.items())  # Create a copy to remove items.
+            translated_filenames = []
+            for key, val in items:
+                original_filename_normalized, _breakpoint_id = key
+                if original_filename_normalized == received_filename_normalized:
+                    canonical_normalized_filename, _api_add_breakpoint_params = val
+                    # Note: there can be actually 1:N mappings due to source mapping (i.e.: ipython).
+                    translated_filenames.append(canonical_normalized_filename)
+                    del py_db.api_received_breakpoints[key]
+
+            for canonical_normalized_filename in translated_filenames:
+                for file_to_id_to_breakpoint in lst:
+                    if canonical_normalized_filename in file_to_id_to_breakpoint:
+                        file_to_id_to_breakpoint.pop(canonical_normalized_filename, None)
+                        changed = True
+
+        if changed:
+            py_db.on_breakpoints_changed(removed=True)
+
+    def remove_breakpoint(self, py_db, received_filename, breakpoint_type, breakpoint_id):
+        '''
+        :param str received_filename:
+            Note: must be sent as it was received in the protocol. It may be translated in this
+            function.
+
+        :param str breakpoint_type:
+            One of: 'python-line', 'django-line', 'jinja2-line'.
+
+        :param int breakpoint_id:
+        '''
+        received_filename_normalized = pydevd_file_utils.normcase_from_client(received_filename)
+        for key, val in list(py_db.api_received_breakpoints.items()):
+            original_filename_normalized, existing_breakpoint_id = key
+            _new_filename, _api_add_breakpoint_params = val
+            if received_filename_normalized == original_filename_normalized and existing_breakpoint_id == breakpoint_id:
+                del py_db.api_received_breakpoints[key]
+                break
+        else:
+            pydev_log.info(
+                'Did not find breakpoint to remove: %s (breakpoint id: %s)', received_filename, breakpoint_id)
+
+        file_to_id_to_breakpoint = None
+        received_filename = self.filename_to_server(received_filename)
+        canonical_normalized_filename = pydevd_file_utils.canonical_normalized_path(received_filename)
+
+        if breakpoint_type == 'python-line':
+            file_to_line_to_breakpoints = py_db.breakpoints
+            file_to_id_to_breakpoint = py_db.file_to_id_to_line_breakpoint
+
+        elif py_db.plugin is not None:
+            result = py_db.plugin.get_breakpoints(py_db, breakpoint_type)
+            if result is not None:
+                file_to_id_to_breakpoint = py_db.file_to_id_to_plugin_breakpoint
+                file_to_line_to_breakpoints = result
+
+        if file_to_id_to_breakpoint is None:
+            pydev_log.critical('Error removing breakpoint. Cannot handle breakpoint of type %s', breakpoint_type)
+
+        else:
+            try:
+                id_to_pybreakpoint = file_to_id_to_breakpoint.get(canonical_normalized_filename, {})
+                if DebugInfoHolder.DEBUG_TRACE_BREAKPOINTS > 0:
+                    existing = id_to_pybreakpoint[breakpoint_id]
+                    pydev_log.info('Removed breakpoint:%s - line:%s - func_name:%s (id: %s)\n' % (
+                        canonical_normalized_filename, existing.line, existing.func_name.encode('utf-8'), breakpoint_id))
+
+                del id_to_pybreakpoint[breakpoint_id]
+                py_db.consolidate_breakpoints(canonical_normalized_filename, id_to_pybreakpoint, file_to_line_to_breakpoints)
+                if py_db.plugin is not None:
+                    py_db.has_plugin_line_breaks = py_db.plugin.has_line_breaks()
+                    py_db.plugin.after_breakpoints_consolidated(py_db, canonical_normalized_filename, id_to_pybreakpoint, file_to_line_to_breakpoints)
+
+            except KeyError:
+                pydev_log.info("Error removing breakpoint: Breakpoint id not found: %s id: %s. Available ids: %s\n",
+                    canonical_normalized_filename, breakpoint_id, list(id_to_pybreakpoint))
+
+        py_db.on_breakpoints_changed(removed=True)
+
+    def set_function_breakpoints(self, py_db, function_breakpoints):
+        function_breakpoint_name_to_breakpoint = {}
+        for function_breakpoint in function_breakpoints:
+            function_breakpoint_name_to_breakpoint[function_breakpoint.func_name] = function_breakpoint
+
+        py_db.function_breakpoint_name_to_breakpoint = function_breakpoint_name_to_breakpoint
+        py_db.on_breakpoints_changed()
+
+    def request_exec_or_evaluate(
+            self, py_db, seq, thread_id, frame_id, expression, is_exec, trim_if_too_big, attr_to_set_result):
+        py_db.post_method_as_internal_command(
+            thread_id, internal_evaluate_expression,
+            seq, thread_id, frame_id, expression, is_exec, trim_if_too_big, attr_to_set_result)
+
+    def request_exec_or_evaluate_json(
+            self, py_db, request, thread_id):
+        py_db.post_method_as_internal_command(
+            thread_id, internal_evaluate_expression_json, request, thread_id)
+
+    def request_set_expression_json(self, py_db, request, thread_id):
+        py_db.post_method_as_internal_command(
+            thread_id, internal_set_expression_json, request, thread_id)
+
+    def request_console_exec(self, py_db, seq, thread_id, frame_id, expression):
+        int_cmd = InternalConsoleExec(seq, thread_id, frame_id, expression)
+        py_db.post_internal_command(int_cmd, thread_id)
+
+    def request_load_source(self, py_db, seq, filename):
+        '''
+        :param str filename:
+            Note: must be sent as it was received in the protocol. It may be translated in this
+            function.
+        '''
+        try:
+            filename = self.filename_to_server(filename)
+            assert filename.__class__ == str  # i.e.: bytes on py2 and str on py3
+
+            with tokenize.open(filename) as stream:
+                source = stream.read()
+            cmd = py_db.cmd_factory.make_load_source_message(seq, source)
+        except:
+            cmd = py_db.cmd_factory.make_error_message(seq, get_exception_traceback_str())
+
+        py_db.writer.add_command(cmd)
+
+    def get_decompiled_source_from_frame_id(self, py_db, frame_id):
+        '''
+        :param py_db:
+        :param frame_id:
+        :throws Exception:
+            If unable to get the frame in the currently paused frames or if some error happened
+            when decompiling.
+        '''
+        variable = py_db.suspended_frames_manager.get_variable(int(frame_id))
+        frame = variable.value
+
+        # Check if it's in the linecache first.
+        lines = (linecache.getline(frame.f_code.co_filename, i) for i in itertools.count(1))
+        lines = itertools.takewhile(bool, lines)  # empty lines are '\n', EOF is ''
+
+        source = ''.join(lines)
+        if not source:
+            source = code_to_bytecode_representation(frame.f_code)
+
+        return source
+
+    def request_load_source_from_frame_id(self, py_db, seq, frame_id):
+        try:
+            source = self.get_decompiled_source_from_frame_id(py_db, frame_id)
+            cmd = py_db.cmd_factory.make_load_source_from_frame_id_message(seq, source)
+        except:
+            cmd = py_db.cmd_factory.make_error_message(seq, get_exception_traceback_str())
+
+        py_db.writer.add_command(cmd)
+
+    def add_python_exception_breakpoint(
+            self,
+            py_db,
+            exception,
+            condition,
+            expression,
+            notify_on_handled_exceptions,
+            notify_on_unhandled_exceptions,
+            notify_on_user_unhandled_exceptions,
+            notify_on_first_raise_only,
+            ignore_libraries,
+        ):
+        exception_breakpoint = py_db.add_break_on_exception(
+            exception,
+            condition=condition,
+            expression=expression,
+            notify_on_handled_exceptions=notify_on_handled_exceptions,
+            notify_on_unhandled_exceptions=notify_on_unhandled_exceptions,
+            notify_on_user_unhandled_exceptions=notify_on_user_unhandled_exceptions,
+            notify_on_first_raise_only=notify_on_first_raise_only,
+            ignore_libraries=ignore_libraries,
+        )
+
+        if exception_breakpoint is not None:
+            py_db.on_breakpoints_changed()
+
+    def add_plugins_exception_breakpoint(self, py_db, breakpoint_type, exception):
+        supported_type = False
+        plugin = py_db.get_plugin_lazy_init()
+        if plugin is not None:
+            supported_type = plugin.add_breakpoint('add_exception_breakpoint', py_db, breakpoint_type, exception)
+
+        if supported_type:
+            py_db.has_plugin_exception_breaks = py_db.plugin.has_exception_breaks()
+            py_db.on_breakpoints_changed()
+        else:
+            raise NameError(breakpoint_type)
+
+    def remove_python_exception_breakpoint(self, py_db, exception):
+        try:
+            cp = py_db.break_on_uncaught_exceptions.copy()
+            cp.pop(exception, None)
+            py_db.break_on_uncaught_exceptions = cp
+
+            cp = py_db.break_on_caught_exceptions.copy()
+            cp.pop(exception, None)
+            py_db.break_on_caught_exceptions = cp
+
+            cp = py_db.break_on_user_uncaught_exceptions.copy()
+            cp.pop(exception, None)
+            py_db.break_on_user_uncaught_exceptions = cp
+        except:
+            pydev_log.exception("Error while removing exception %s", sys.exc_info()[0])
+
+        py_db.on_breakpoints_changed(removed=True)
+
+    def remove_plugins_exception_breakpoint(self, py_db, exception_type, exception):
+        # I.e.: no need to initialize lazy (if we didn't have it in the first place, we can't remove
+        # anything from it anyways).
+        plugin = py_db.plugin
+        if plugin is None:
+            return
+
+        supported_type = plugin.remove_exception_breakpoint(py_db, exception_type, exception)
+
+        if supported_type:
+            py_db.has_plugin_exception_breaks = py_db.plugin.has_exception_breaks()
+        else:
+            pydev_log.info('No exception of type: %s was previously registered.', exception_type)
+
+        py_db.on_breakpoints_changed(removed=True)
+
+    def remove_all_exception_breakpoints(self, py_db):
+        py_db.break_on_uncaught_exceptions = {}
+        py_db.break_on_caught_exceptions = {}
+        py_db.break_on_user_uncaught_exceptions = {}
+
+        plugin = py_db.plugin
+        if plugin is not None:
+            plugin.remove_all_exception_breakpoints(py_db)
+        py_db.on_breakpoints_changed(removed=True)
+
+    def set_project_roots(self, py_db, project_roots):
+        '''
+        :param str project_roots:
+        '''
+        py_db.set_project_roots(project_roots)
+
+    def set_stepping_resumes_all_threads(self, py_db, stepping_resumes_all_threads):
+        py_db.stepping_resumes_all_threads = stepping_resumes_all_threads
+
+    # Add it to the namespace so that it's available as PyDevdAPI.ExcludeFilter
+    from _pydevd_bundle.pydevd_filtering import ExcludeFilter  # noqa
+
+    def set_exclude_filters(self, py_db, exclude_filters):
+        '''
+        :param list(PyDevdAPI.ExcludeFilter) exclude_filters:
+        '''
+        py_db.set_exclude_filters(exclude_filters)
+
+    def set_use_libraries_filter(self, py_db, use_libraries_filter):
+        py_db.set_use_libraries_filter(use_libraries_filter)
+
+    def request_get_variable_json(self, py_db, request, thread_id):
+        '''
+        :param VariablesRequest request:
+        '''
+        py_db.post_method_as_internal_command(
+            thread_id, internal_get_variable_json, request)
+
+    def request_change_variable_json(self, py_db, request, thread_id):
+        '''
+        :param SetVariableRequest request:
+        '''
+        py_db.post_method_as_internal_command(
+            thread_id, internal_change_variable_json, request)
+
+    def set_dont_trace_start_end_patterns(self, py_db, start_patterns, end_patterns):
+        # Note: start/end patterns normalized internally.
+        start_patterns = tuple(pydevd_file_utils.normcase(x) for x in start_patterns)
+        end_patterns = tuple(pydevd_file_utils.normcase(x) for x in end_patterns)
+
+        # After it's set the first time, we can still change it, but we need to reset the
+        # related caches.
+        reset_caches = False
+        dont_trace_start_end_patterns_previously_set = \
+            py_db.dont_trace_external_files.__name__ == 'custom_dont_trace_external_files'
+
+        if not dont_trace_start_end_patterns_previously_set and not start_patterns and not end_patterns:
+            # If it wasn't set previously and start and end patterns are empty we don't need to do anything.
+            return
+
+        if not py_db.is_cache_file_type_empty():
+            # i.e.: custom function set in set_dont_trace_start_end_patterns.
+            if dont_trace_start_end_patterns_previously_set:
+                reset_caches = py_db.dont_trace_external_files.start_patterns != start_patterns or \
+                    py_db.dont_trace_external_files.end_patterns != end_patterns
+
+            else:
+                reset_caches = True
+
+        def custom_dont_trace_external_files(abs_path):
+            normalized_abs_path = pydevd_file_utils.normcase(abs_path)
+            return normalized_abs_path.startswith(start_patterns) or normalized_abs_path.endswith(end_patterns)
+
+        custom_dont_trace_external_files.start_patterns = start_patterns
+        custom_dont_trace_external_files.end_patterns = end_patterns
+        py_db.dont_trace_external_files = custom_dont_trace_external_files
+
+        if reset_caches:
+            py_db.clear_dont_trace_start_end_patterns_caches()
+
+    def stop_on_entry(self):
+        main_thread = pydevd_utils.get_main_thread()
+        if main_thread is None:
+            pydev_log.critical('Could not find main thread while setting Stop on Entry.')
+        else:
+            info = set_additional_thread_info(main_thread)
+            info.pydev_original_step_cmd = CMD_STOP_ON_START
+            info.pydev_step_cmd = CMD_STEP_INTO_MY_CODE
+
+    def set_ignore_system_exit_codes(self, py_db, ignore_system_exit_codes):
+        py_db.set_ignore_system_exit_codes(ignore_system_exit_codes)
+
+    SourceMappingEntry = pydevd_source_mapping.SourceMappingEntry
+
+    def set_source_mapping(self, py_db, source_filename, mapping):
+        '''
+        :param str source_filename:
+            The filename for the source mapping (bytes on py2 and str on py3).
+            This filename will be made absolute in this function.
+
+        :param list(SourceMappingEntry) mapping:
+            A list with the source mapping entries to be applied to the given filename.
+
+        :return str:
+            An error message if it was not possible to set the mapping or an empty string if
+            everything is ok.
+        '''
+        source_filename = self.filename_to_server(source_filename)
+        absolute_source_filename = pydevd_file_utils.absolute_path(source_filename)
+        for map_entry in mapping:
+            map_entry.source_filename = absolute_source_filename
+        error_msg = py_db.source_mapping.set_source_mapping(absolute_source_filename, mapping)
+        if error_msg:
+            return error_msg
+
+        self.reapply_breakpoints(py_db)
+        return ''
+
+    def set_variable_presentation(self, py_db, variable_presentation):
+        assert isinstance(variable_presentation, self.VariablePresentation)
+        py_db.variable_presentation = variable_presentation
+
+    def get_ppid(self):
+        '''
+        Provides the parent pid (even for older versions of Python on Windows).
+        '''
+        ppid = None
+
+        try:
+            ppid = os.getppid()
+        except AttributeError:
+            pass
+
+        if ppid is None and IS_WINDOWS:
+            ppid = self._get_windows_ppid()
+
+        return ppid
+
+    def _get_windows_ppid(self):
+        this_pid = os.getpid()
+        for ppid, pid in _list_ppid_and_pid():
+            if pid == this_pid:
+                return ppid
+
+        return None
+
+    def _terminate_child_processes_windows(self, dont_terminate_child_pids):
+        this_pid = os.getpid()
+        for _ in range(50):  # Try this at most 50 times before giving up.
+
+            # Note: we can't kill the process itself with taskkill, so, we
+            # list immediate children, kill that tree and then exit this process.
+
+            children_pids = []
+            for ppid, pid in _list_ppid_and_pid():
+                if ppid == this_pid:
+                    if pid not in dont_terminate_child_pids:
+                        children_pids.append(pid)
+
+            if not children_pids:
+                break
+            else:
+                for pid in children_pids:
+                    self._call(
+                        ['taskkill', '/F', '/PID', str(pid), '/T'],
+                        stdout=subprocess.PIPE,
+                        stderr=subprocess.PIPE
+                    )
+
+                del children_pids[:]
+
+    def _terminate_child_processes_linux_and_mac(self, dont_terminate_child_pids):
+        this_pid = os.getpid()
+
+        def list_children_and_stop_forking(initial_pid, stop=True):
+            children_pids = []
+            if stop:
+                # Ask to stop forking (shouldn't be called for this process, only subprocesses).
+                self._call(
+                    ['kill', '-STOP', str(initial_pid)],
+                    stdout=subprocess.PIPE,
+                    stderr=subprocess.PIPE
+                )
+
+            list_popen = self._popen(
+                ['pgrep', '-P', str(initial_pid)],
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE
+            )
+
+            if list_popen is not None:
+                stdout, _ = list_popen.communicate()
+                for line in stdout.splitlines():
+                    line = line.decode('ascii').strip()
+                    if line:
+                        pid = str(line)
+                        if pid in dont_terminate_child_pids:
+                            continue
+                        children_pids.append(pid)
+                        # Recursively get children.
+                        children_pids.extend(list_children_and_stop_forking(pid))
+            return children_pids
+
+        previously_found = set()
+
+        for _ in range(50):  # Try this at most 50 times before giving up.
+
+            children_pids = list_children_and_stop_forking(this_pid, stop=False)
+            found_new = False
+
+            for pid in children_pids:
+                if pid not in previously_found:
+                    found_new = True
+                    previously_found.add(pid)
+                    self._call(
+                        ['kill', '-KILL', str(pid)],
+                        stdout=subprocess.PIPE,
+                        stderr=subprocess.PIPE
+                    )
+
+            if not found_new:
+                break
+
+    def _popen(self, cmdline, **kwargs):
+        try:
+            return subprocess.Popen(cmdline, **kwargs)
+        except:
+            if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 1:
+                pydev_log.exception('Error running: %s' % (' '.join(cmdline)))
+            return None
+
+    def _call(self, cmdline, **kwargs):
+        try:
+            subprocess.check_call(cmdline, **kwargs)
+        except:
+            if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 1:
+                pydev_log.exception('Error running: %s' % (' '.join(cmdline)))
+
+    def set_terminate_child_processes(self, py_db, terminate_child_processes):
+        py_db.terminate_child_processes = terminate_child_processes
+
+    def terminate_process(self, py_db):
+        '''
+        Terminates the current process (and child processes if the option to also terminate
+        child processes is enabled).
+        '''
+        try:
+            if py_db.terminate_child_processes:
+                pydev_log.debug('Terminating child processes.')
+                if IS_WINDOWS:
+                    self._terminate_child_processes_windows(py_db.dont_terminate_child_pids)
+                else:
+                    self._terminate_child_processes_linux_and_mac(py_db.dont_terminate_child_pids)
+        finally:
+            pydev_log.debug('Exiting process (os._exit(0)).')
+            os._exit(0)
+
+    def _terminate_if_commands_processed(self, py_db):
+        py_db.dispose_and_kill_all_pydevd_threads()
+        self.terminate_process(py_db)
+
+    def request_terminate_process(self, py_db):
+        # We mark with a terminate_requested to avoid that paused threads start running
+        # (we should terminate as is without letting any paused thread run).
+        py_db.terminate_requested = True
+        run_as_pydevd_daemon_thread(py_db, self._terminate_if_commands_processed, py_db)
+
+    def setup_auto_reload_watcher(self, py_db, enable_auto_reload, watch_dirs, poll_target_time, exclude_patterns, include_patterns):
+        py_db.setup_auto_reload_watcher(enable_auto_reload, watch_dirs, poll_target_time, exclude_patterns, include_patterns)
+
+
+def _list_ppid_and_pid():
+    _TH32CS_SNAPPROCESS = 0x00000002
+
+    class PROCESSENTRY32(ctypes.Structure):
+        _fields_ = [("dwSize", ctypes.c_uint32),
+                    ("cntUsage", ctypes.c_uint32),
+                    ("th32ProcessID", ctypes.c_uint32),
+                    ("th32DefaultHeapID", ctypes.c_size_t),
+                    ("th32ModuleID", ctypes.c_uint32),
+                    ("cntThreads", ctypes.c_uint32),
+                    ("th32ParentProcessID", ctypes.c_uint32),
+                    ("pcPriClassBase", ctypes.c_long),
+                    ("dwFlags", ctypes.c_uint32),
+                    ("szExeFile", ctypes.c_char * 260)]
+
+    kernel32 = ctypes.windll.kernel32
+    snapshot = kernel32.CreateToolhelp32Snapshot(_TH32CS_SNAPPROCESS, 0)
+    ppid_and_pids = []
+    try:
+        process_entry = PROCESSENTRY32()
+        process_entry.dwSize = ctypes.sizeof(PROCESSENTRY32)
+        if not kernel32.Process32First(ctypes.c_void_p(snapshot), ctypes.byref(process_entry)):
+            pydev_log.critical('Process32First failed (getting process from CreateToolhelp32Snapshot).')
+        else:
+            while True:
+                ppid_and_pids.append((process_entry.th32ParentProcessID, process_entry.th32ProcessID))
+                if not kernel32.Process32Next(ctypes.c_void_p(snapshot), ctypes.byref(process_entry)):
+                    break
+    finally:
+        kernel32.CloseHandle(snapshot)
+
+    return ppid_and_pids
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_breakpoints.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_breakpoints.py
new file mode 100644
index 0000000..d92fccf
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_breakpoints.py
@@ -0,0 +1,184 @@
+from _pydev_bundle import pydev_log
+from _pydevd_bundle import pydevd_import_class
+from _pydevd_bundle.pydevd_frame_utils import add_exception_to_frame
+from _pydev_bundle._pydev_saved_modules import threading
+
+
+class ExceptionBreakpoint(object):
+
+    def __init__(
+        self,
+        qname,
+        condition,
+        expression,
+        notify_on_handled_exceptions,
+        notify_on_unhandled_exceptions,
+        notify_on_user_unhandled_exceptions,
+        notify_on_first_raise_only,
+        ignore_libraries
+        ):
+        exctype = get_exception_class(qname)
+        self.qname = qname
+        if exctype is not None:
+            self.name = exctype.__name__
+        else:
+            self.name = None
+
+        self.condition = condition
+        self.expression = expression
+        self.notify_on_unhandled_exceptions = notify_on_unhandled_exceptions
+        self.notify_on_handled_exceptions = notify_on_handled_exceptions
+        self.notify_on_first_raise_only = notify_on_first_raise_only
+        self.notify_on_user_unhandled_exceptions = notify_on_user_unhandled_exceptions
+        self.ignore_libraries = ignore_libraries
+
+        self.type = exctype
+
+    def __str__(self):
+        return self.qname
+
+    @property
+    def has_condition(self):
+        return self.condition is not None
+
+    def handle_hit_condition(self, frame):
+        return False
+
+
+class LineBreakpoint(object):
+
+    def __init__(self, breakpoint_id, line, condition, func_name, expression, suspend_policy="NONE", hit_condition=None, is_logpoint=False):
+        self.breakpoint_id = breakpoint_id
+        self.line = line
+        self.condition = condition
+        self.func_name = func_name
+        self.expression = expression
+        self.suspend_policy = suspend_policy
+        self.hit_condition = hit_condition
+        self._hit_count = 0
+        self._hit_condition_lock = threading.Lock()
+        self.is_logpoint = is_logpoint
+
+    @property
+    def has_condition(self):
+        return bool(self.condition) or bool(self.hit_condition)
+
+    def handle_hit_condition(self, frame):
+        if not self.hit_condition:
+            return False
+        ret = False
+        with self._hit_condition_lock:
+            self._hit_count += 1
+            expr = self.hit_condition.replace('@HIT@', str(self._hit_count))
+            try:
+                ret = bool(eval(expr, frame.f_globals, frame.f_locals))
+            except Exception:
+                ret = False
+        return ret
+
+
+class FunctionBreakpoint(object):
+
+    def __init__(self, func_name, condition, expression, suspend_policy="NONE", hit_condition=None, is_logpoint=False):
+        self.condition = condition
+        self.func_name = func_name
+        self.expression = expression
+        self.suspend_policy = suspend_policy
+        self.hit_condition = hit_condition
+        self._hit_count = 0
+        self._hit_condition_lock = threading.Lock()
+        self.is_logpoint = is_logpoint
+
+    @property
+    def has_condition(self):
+        return bool(self.condition) or bool(self.hit_condition)
+
+    def handle_hit_condition(self, frame):
+        if not self.hit_condition:
+            return False
+        ret = False
+        with self._hit_condition_lock:
+            self._hit_count += 1
+            expr = self.hit_condition.replace('@HIT@', str(self._hit_count))
+            try:
+                ret = bool(eval(expr, frame.f_globals, frame.f_locals))
+            except Exception:
+                ret = False
+        return ret
+
+
+def get_exception_breakpoint(exctype, exceptions):
+    if not exctype:
+        exception_full_qname = None
+    else:
+        exception_full_qname = str(exctype.__module__) + '.' + exctype.__name__
+
+    exc = None
+    if exceptions is not None:
+        try:
+            return exceptions[exception_full_qname]
+        except KeyError:
+            for exception_breakpoint in exceptions.values():
+                if exception_breakpoint.type is not None and issubclass(exctype, exception_breakpoint.type):
+                    if exc is None or issubclass(exception_breakpoint.type, exc.type):
+                        exc = exception_breakpoint
+    return exc
+
+
+def stop_on_unhandled_exception(py_db, thread, additional_info, arg):
+    exctype, value, tb = arg
+    break_on_uncaught_exceptions = py_db.break_on_uncaught_exceptions
+    if break_on_uncaught_exceptions:
+        exception_breakpoint = py_db.get_exception_breakpoint(exctype, break_on_uncaught_exceptions)
+    else:
+        exception_breakpoint = None
+
+    if not exception_breakpoint:
+        return
+
+    if tb is None:  # sometimes it can be None, e.g. with GTK
+        return
+
+    if exctype is KeyboardInterrupt:
+        return
+
+    if exctype is SystemExit and py_db.ignore_system_exit_code(value):
+        return
+
+    frames = []
+    user_frame = None
+
+    while tb is not None:
+        if not py_db.exclude_exception_by_filter(exception_breakpoint, tb):
+            user_frame = tb.tb_frame
+        frames.append(tb.tb_frame)
+        tb = tb.tb_next
+
+    if user_frame is None:
+        return
+
+    frames_byid = dict([(id(frame), frame) for frame in frames])
+    add_exception_to_frame(user_frame, arg)
+    if exception_breakpoint.condition is not None:
+        eval_result = py_db.handle_breakpoint_condition(additional_info, exception_breakpoint, user_frame)
+        if not eval_result:
+            return
+
+    if exception_breakpoint.expression is not None:
+        py_db.handle_breakpoint_expression(exception_breakpoint, additional_info, user_frame)
+
+    try:
+        additional_info.pydev_message = exception_breakpoint.qname
+    except:
+        additional_info.pydev_message = exception_breakpoint.qname.encode('utf-8')
+
+    pydev_log.debug('Handling post-mortem stop on exception breakpoint %s' % (exception_breakpoint.qname,))
+
+    py_db.do_stop_on_unhandled_exception(thread, user_frame, frames_byid, arg)
+
+
+def get_exception_class(kls):
+    try:
+        return eval(kls)
+    except:
+        return pydevd_import_class.import_name(kls)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_bytecode_utils.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_bytecode_utils.py
new file mode 100644
index 0000000..e8c9f54
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_bytecode_utils.py
@@ -0,0 +1,843 @@
+"""
+Bytecode analysing utils. Originally added for using in smart step into.
+
+Note: not importable from Python 2.
+"""
+
+from _pydev_bundle import pydev_log
+from types import CodeType
+from _pydevd_frame_eval.vendored.bytecode.instr import _Variable
+from _pydevd_frame_eval.vendored import bytecode
+from _pydevd_frame_eval.vendored.bytecode import cfg as bytecode_cfg
+import dis
+import opcode as _opcode
+
+from _pydevd_bundle.pydevd_constants import KeyifyList, DebugInfoHolder, IS_PY311_OR_GREATER
+from bisect import bisect
+from collections import deque
+
+# When True, throws errors on unknown bytecodes, when False, ignore those as if they didn't change the stack.
+STRICT_MODE = False
+
+DEBUG = False
+
+_BINARY_OPS = set([opname for opname in dis.opname if opname.startswith('BINARY_')])
+
+_BINARY_OP_MAP = {
+    'BINARY_POWER': '__pow__',
+    'BINARY_MULTIPLY': '__mul__',
+    'BINARY_MATRIX_MULTIPLY': '__matmul__',
+    'BINARY_FLOOR_DIVIDE': '__floordiv__',
+    'BINARY_TRUE_DIVIDE': '__div__',
+    'BINARY_MODULO': '__mod__',
+    'BINARY_ADD': '__add__',
+    'BINARY_SUBTRACT': '__sub__',
+    'BINARY_LSHIFT': '__lshift__',
+    'BINARY_RSHIFT': '__rshift__',
+    'BINARY_AND': '__and__',
+    'BINARY_OR': '__or__',
+    'BINARY_XOR': '__xor__',
+    'BINARY_SUBSCR': '__getitem__',
+    'BINARY_DIVIDE': '__div__'
+}
+
+_COMP_OP_MAP = {
+    '<': '__lt__',
+    '<=': '__le__',
+    '==': '__eq__',
+    '!=': '__ne__',
+    '>': '__gt__',
+    '>=': '__ge__',
+    'in': '__contains__',
+    'not in': '__contains__',
+}
+
+
+class Target(object):
+    __slots__ = ['arg', 'lineno', 'offset', 'children_targets']
+
+    def __init__(self, arg, lineno, offset, children_targets=()):
+        self.arg = arg
+        self.lineno = lineno
+        self.offset = offset
+        self.children_targets = children_targets
+
+    def __repr__(self):
+        ret = []
+        for s in self.__slots__:
+            ret.append('%s: %s' % (s, getattr(self, s)))
+        return 'Target(%s)' % ', '.join(ret)
+
+    __str__ = __repr__
+
+
+class _TargetIdHashable(object):
+
+    def __init__(self, target):
+        self.target = target
+
+    def __eq__(self, other):
+        if not hasattr(other, 'target'):
+            return
+        return other.target is self.target
+
+    def __ne__(self, other):
+        return not self == other
+
+    def __hash__(self):
+        return id(self.target)
+
+
+class _StackInterpreter(object):
+    '''
+    Good reference: https://github.com/python/cpython/blob/fcb55c0037baab6f98f91ee38ce84b6f874f034a/Python/ceval.c
+    '''
+
+    def __init__(self, bytecode):
+        self.bytecode = bytecode
+        self._stack = deque()
+        self.function_calls = []
+        self.load_attrs = {}
+        self.func = set()
+        self.func_name_id_to_code_object = {}
+
+    def __str__(self):
+        return 'Stack:\nFunction calls:\n%s\nLoad attrs:\n%s\n' % (self.function_calls, list(self.load_attrs.values()))
+
+    def _getname(self, instr):
+        if instr.opcode in _opcode.hascompare:
+            cmp_op = dis.cmp_op[instr.arg]
+            if cmp_op not in ('exception match', 'BAD'):
+                return _COMP_OP_MAP.get(cmp_op, cmp_op)
+        return instr.arg
+
+    def _getcallname(self, instr):
+        if instr.name == 'BINARY_SUBSCR':
+            return '__getitem__().__call__'
+        if instr.name == 'CALL_FUNCTION':
+            # Note: previously a '__call__().__call__' was returned, but this was a bit weird
+            # and on Python 3.9 this construct could appear for some internal things where
+            # it wouldn't be expected.
+            # Note: it'd be what we had in func()().
+            return None
+        if instr.name == 'MAKE_FUNCTION':
+            return '__func__().__call__'
+        if instr.name == 'LOAD_ASSERTION_ERROR':
+            return 'AssertionError'
+        name = self._getname(instr)
+        if isinstance(name, CodeType):
+            name = name.co_qualname  # Note: only available for Python 3.11
+        if isinstance(name, _Variable):
+            name = name.name
+
+        if not isinstance(name, str):
+            return None
+        if name.endswith('>'):  # xxx.<listcomp>, xxx.<lambda>, ...
+            return name.split('.')[-1]
+        return name
+
+    def _no_stack_change(self, instr):
+        pass  # Can be aliased when the instruction does nothing.
+
+    def on_LOAD_GLOBAL(self, instr):
+        self._stack.append(instr)
+
+    def on_POP_TOP(self, instr):
+        try:
+            self._stack.pop()
+        except IndexError:
+            pass  # Ok (in the end of blocks)
+
+    def on_LOAD_ATTR(self, instr):
+        self.on_POP_TOP(instr)  # replaces the current top
+        self._stack.append(instr)
+        self.load_attrs[_TargetIdHashable(instr)] = Target(self._getname(instr), instr.lineno, instr.offset)
+
+    on_LOOKUP_METHOD = on_LOAD_ATTR  # Improvement in PyPy
+
+    def on_LOAD_CONST(self, instr):
+        self._stack.append(instr)
+
+    on_LOAD_DEREF = on_LOAD_CONST
+    on_LOAD_NAME = on_LOAD_CONST
+    on_LOAD_CLOSURE = on_LOAD_CONST
+    on_LOAD_CLASSDEREF = on_LOAD_CONST
+
+    # Although it actually changes the stack, it's inconsequential for us as a function call can't
+    # really be found there.
+    on_IMPORT_NAME = _no_stack_change
+    on_IMPORT_FROM = _no_stack_change
+    on_IMPORT_STAR = _no_stack_change
+    on_SETUP_ANNOTATIONS = _no_stack_change
+
+    def on_STORE_FAST(self, instr):
+        try:
+            self._stack.pop()
+        except IndexError:
+            pass  # Ok, we may have a block just with the store
+
+        # Note: it stores in the locals and doesn't put anything in the stack.
+
+    on_STORE_GLOBAL = on_STORE_FAST
+    on_STORE_DEREF = on_STORE_FAST
+    on_STORE_ATTR = on_STORE_FAST
+    on_STORE_NAME = on_STORE_FAST
+
+    on_DELETE_NAME = on_POP_TOP
+    on_DELETE_ATTR = on_POP_TOP
+    on_DELETE_GLOBAL = on_POP_TOP
+    on_DELETE_FAST = on_POP_TOP
+    on_DELETE_DEREF = on_POP_TOP
+
+    on_DICT_UPDATE = on_POP_TOP
+    on_SET_UPDATE = on_POP_TOP
+
+    on_GEN_START = on_POP_TOP
+
+    def on_NOP(self, instr):
+        pass
+
+    def _handle_call_from_instr(self, func_name_instr, func_call_instr):
+        self.load_attrs.pop(_TargetIdHashable(func_name_instr), None)
+        call_name = self._getcallname(func_name_instr)
+        target = None
+        if not call_name:
+            pass  # Ignore if we can't identify a name
+        elif call_name in ('<listcomp>', '<genexpr>', '<setcomp>', '<dictcomp>'):
+            code_obj = self.func_name_id_to_code_object[_TargetIdHashable(func_name_instr)]
+            if code_obj is not None:
+                children_targets = _get_smart_step_into_targets(code_obj)
+                if children_targets:
+                    # i.e.: we have targets inside of a <listcomp> or <genexpr>.
+                    # Note that to actually match this in the debugger we need to do matches on 2 frames,
+                    # the one with the <listcomp> and then the actual target inside the <listcomp>.
+                    target = Target(call_name, func_name_instr.lineno, func_call_instr.offset, children_targets)
+                    self.function_calls.append(
+                        target)
+
+        else:
+            # Ok, regular call
+            target = Target(call_name, func_name_instr.lineno, func_call_instr.offset)
+            self.function_calls.append(target)
+
+        if DEBUG and target is not None:
+            print('Created target', target)
+        self._stack.append(func_call_instr)  # Keep the func call as the result
+
+    def on_COMPARE_OP(self, instr):
+        try:
+            _right = self._stack.pop()
+        except IndexError:
+            return
+        try:
+            _left = self._stack.pop()
+        except IndexError:
+            return
+
+        cmp_op = dis.cmp_op[instr.arg]
+        if cmp_op not in ('exception match', 'BAD'):
+            self.function_calls.append(Target(self._getname(instr), instr.lineno, instr.offset))
+
+        self._stack.append(instr)
+
+    def on_IS_OP(self, instr):
+        try:
+            self._stack.pop()
+        except IndexError:
+            return
+        try:
+            self._stack.pop()
+        except IndexError:
+            return
+
+    def on_BINARY_SUBSCR(self, instr):
+        try:
+            _sub = self._stack.pop()
+        except IndexError:
+            return
+        try:
+            _container = self._stack.pop()
+        except IndexError:
+            return
+        self.function_calls.append(Target(_BINARY_OP_MAP[instr.name], instr.lineno, instr.offset))
+        self._stack.append(instr)
+
+    on_BINARY_MATRIX_MULTIPLY = on_BINARY_SUBSCR
+    on_BINARY_POWER = on_BINARY_SUBSCR
+    on_BINARY_MULTIPLY = on_BINARY_SUBSCR
+    on_BINARY_FLOOR_DIVIDE = on_BINARY_SUBSCR
+    on_BINARY_TRUE_DIVIDE = on_BINARY_SUBSCR
+    on_BINARY_MODULO = on_BINARY_SUBSCR
+    on_BINARY_ADD = on_BINARY_SUBSCR
+    on_BINARY_SUBTRACT = on_BINARY_SUBSCR
+    on_BINARY_LSHIFT = on_BINARY_SUBSCR
+    on_BINARY_RSHIFT = on_BINARY_SUBSCR
+    on_BINARY_AND = on_BINARY_SUBSCR
+    on_BINARY_OR = on_BINARY_SUBSCR
+    on_BINARY_XOR = on_BINARY_SUBSCR
+
+    def on_LOAD_METHOD(self, instr):
+        self.on_POP_TOP(instr)  # Remove the previous as we're loading something from it.
+        self._stack.append(instr)
+
+    def on_MAKE_FUNCTION(self, instr):
+        if not IS_PY311_OR_GREATER:
+            # The qualifier name is no longer put in the stack.
+            qualname = self._stack.pop()
+            code_obj_instr = self._stack.pop()
+        else:
+            # In 3.11 the code object has a co_qualname which we can use.
+            qualname = code_obj_instr = self._stack.pop()
+
+        arg = instr.arg
+        if arg & 0x08:
+            _func_closure = self._stack.pop()
+        if arg & 0x04:
+            _func_annotations = self._stack.pop()
+        if arg & 0x02:
+            _func_kwdefaults = self._stack.pop()
+        if arg & 0x01:
+            _func_defaults = self._stack.pop()
+
+        call_name = self._getcallname(qualname)
+        if call_name in ('<genexpr>', '<listcomp>', '<setcomp>', '<dictcomp>'):
+            if isinstance(code_obj_instr.arg, CodeType):
+                self.func_name_id_to_code_object[_TargetIdHashable(qualname)] = code_obj_instr.arg
+        self._stack.append(qualname)
+
+    def on_LOAD_FAST(self, instr):
+        self._stack.append(instr)
+
+    def on_LOAD_ASSERTION_ERROR(self, instr):
+        self._stack.append(instr)
+
+    on_LOAD_BUILD_CLASS = on_LOAD_FAST
+
+    def on_CALL_METHOD(self, instr):
+        # pop the actual args
+        for _ in range(instr.arg):
+            self._stack.pop()
+
+        func_name_instr = self._stack.pop()
+        self._handle_call_from_instr(func_name_instr, instr)
+
+    def on_PUSH_NULL(self, instr):
+        self._stack.append(instr)
+
+    def on_CALL_FUNCTION(self, instr):
+        arg = instr.arg
+
+        argc = arg & 0xff  # positional args
+        argc += ((arg >> 8) * 2)  # keyword args
+
+        # pop the actual args
+        for _ in range(argc):
+            try:
+                self._stack.pop()
+            except IndexError:
+                return
+
+        try:
+            func_name_instr = self._stack.pop()
+        except IndexError:
+            return
+        self._handle_call_from_instr(func_name_instr, instr)
+
+    def on_CALL_FUNCTION_KW(self, instr):
+        # names of kw args
+        _names_of_kw_args = self._stack.pop()
+
+        # pop the actual args
+        arg = instr.arg
+
+        argc = arg & 0xff  # positional args
+        argc += ((arg >> 8) * 2)  # keyword args
+
+        for _ in range(argc):
+            self._stack.pop()
+
+        func_name_instr = self._stack.pop()
+        self._handle_call_from_instr(func_name_instr, instr)
+
+    def on_CALL_FUNCTION_VAR(self, instr):
+        # var name
+        _var_arg = self._stack.pop()
+
+        # pop the actual args
+        arg = instr.arg
+
+        argc = arg & 0xff  # positional args
+        argc += ((arg >> 8) * 2)  # keyword args
+
+        for _ in range(argc):
+            self._stack.pop()
+
+        func_name_instr = self._stack.pop()
+        self._handle_call_from_instr(func_name_instr, instr)
+
+    def on_CALL_FUNCTION_VAR_KW(self, instr):
+        # names of kw args
+        _names_of_kw_args = self._stack.pop()
+
+        arg = instr.arg
+
+        argc = arg & 0xff  # positional args
+        argc += ((arg >> 8) * 2)  # keyword args
+
+        # also pop **kwargs
+        self._stack.pop()
+
+        # pop the actual args
+        for _ in range(argc):
+            self._stack.pop()
+
+        func_name_instr = self._stack.pop()
+        self._handle_call_from_instr(func_name_instr, instr)
+
+    def on_CALL_FUNCTION_EX(self, instr):
+        if instr.arg & 0x01:
+            _kwargs = self._stack.pop()
+        _callargs = self._stack.pop()
+        func_name_instr = self._stack.pop()
+        self._handle_call_from_instr(func_name_instr, instr)
+
+    on_YIELD_VALUE = _no_stack_change
+    on_GET_AITER = _no_stack_change
+    on_GET_ANEXT = _no_stack_change
+    on_END_ASYNC_FOR = _no_stack_change
+    on_BEFORE_ASYNC_WITH = _no_stack_change
+    on_SETUP_ASYNC_WITH = _no_stack_change
+    on_YIELD_FROM = _no_stack_change
+    on_SETUP_LOOP = _no_stack_change
+    on_FOR_ITER = _no_stack_change
+    on_BREAK_LOOP = _no_stack_change
+    on_JUMP_ABSOLUTE = _no_stack_change
+    on_RERAISE = _no_stack_change
+    on_LIST_TO_TUPLE = _no_stack_change
+    on_CALL_FINALLY = _no_stack_change
+    on_POP_FINALLY = _no_stack_change
+
+    def on_JUMP_IF_FALSE_OR_POP(self, instr):
+        try:
+            self._stack.pop()
+        except IndexError:
+            return
+
+    on_JUMP_IF_TRUE_OR_POP = on_JUMP_IF_FALSE_OR_POP
+
+    def on_JUMP_IF_NOT_EXC_MATCH(self, instr):
+        try:
+            self._stack.pop()
+        except IndexError:
+            return
+        try:
+            self._stack.pop()
+        except IndexError:
+            return
+
+    def on_ROT_TWO(self, instr):
+        try:
+            p0 = self._stack.pop()
+        except IndexError:
+            return
+
+        try:
+            p1 = self._stack.pop()
+        except:
+            self._stack.append(p0)
+            return
+
+        self._stack.append(p0)
+        self._stack.append(p1)
+
+    def on_ROT_THREE(self, instr):
+        try:
+            p0 = self._stack.pop()
+        except IndexError:
+            return
+
+        try:
+            p1 = self._stack.pop()
+        except:
+            self._stack.append(p0)
+            return
+
+        try:
+            p2 = self._stack.pop()
+        except:
+            self._stack.append(p0)
+            self._stack.append(p1)
+            return
+
+        self._stack.append(p0)
+        self._stack.append(p1)
+        self._stack.append(p2)
+
+    def on_ROT_FOUR(self, instr):
+        try:
+            p0 = self._stack.pop()
+        except IndexError:
+            return
+
+        try:
+            p1 = self._stack.pop()
+        except:
+            self._stack.append(p0)
+            return
+
+        try:
+            p2 = self._stack.pop()
+        except:
+            self._stack.append(p0)
+            self._stack.append(p1)
+            return
+
+        try:
+            p3 = self._stack.pop()
+        except:
+            self._stack.append(p0)
+            self._stack.append(p1)
+            self._stack.append(p2)
+            return
+
+        self._stack.append(p0)
+        self._stack.append(p1)
+        self._stack.append(p2)
+        self._stack.append(p3)
+
+    def on_BUILD_LIST_FROM_ARG(self, instr):
+        self._stack.append(instr)
+
+    def on_BUILD_MAP(self, instr):
+        for _i in range(instr.arg):
+            self._stack.pop()
+            self._stack.pop()
+        self._stack.append(instr)
+
+    def on_BUILD_CONST_KEY_MAP(self, instr):
+        self.on_POP_TOP(instr)  # keys
+        for _i in range(instr.arg):
+            self.on_POP_TOP(instr)  # value
+        self._stack.append(instr)
+
+    on_RETURN_VALUE = on_POP_TOP
+    on_POP_JUMP_IF_FALSE = on_POP_TOP
+    on_POP_JUMP_IF_TRUE = on_POP_TOP
+    on_DICT_MERGE = on_POP_TOP
+    on_LIST_APPEND = on_POP_TOP
+    on_SET_ADD = on_POP_TOP
+    on_LIST_EXTEND = on_POP_TOP
+    on_UNPACK_EX = on_POP_TOP
+
+    # ok: doesn't change the stack (converts top to getiter(top))
+    on_GET_ITER = _no_stack_change
+    on_GET_AWAITABLE = _no_stack_change
+    on_GET_YIELD_FROM_ITER = _no_stack_change
+
+    def on_RETURN_GENERATOR(self, instr):
+        self._stack.append(instr)
+
+    on_RETURN_GENERATOR = _no_stack_change
+    on_RESUME = _no_stack_change
+
+    def on_MAP_ADD(self, instr):
+        self.on_POP_TOP(instr)
+        self.on_POP_TOP(instr)
+
+    def on_UNPACK_SEQUENCE(self, instr):
+        self._stack.pop()
+        for _i in range(instr.arg):
+            self._stack.append(instr)
+
+    def on_BUILD_LIST(self, instr):
+        for _i in range(instr.arg):
+            self.on_POP_TOP(instr)
+        self._stack.append(instr)
+
+    on_BUILD_TUPLE = on_BUILD_LIST
+    on_BUILD_STRING = on_BUILD_LIST
+    on_BUILD_TUPLE_UNPACK_WITH_CALL = on_BUILD_LIST
+    on_BUILD_TUPLE_UNPACK = on_BUILD_LIST
+    on_BUILD_LIST_UNPACK = on_BUILD_LIST
+    on_BUILD_MAP_UNPACK_WITH_CALL = on_BUILD_LIST
+    on_BUILD_MAP_UNPACK = on_BUILD_LIST
+    on_BUILD_SET = on_BUILD_LIST
+    on_BUILD_SET_UNPACK = on_BUILD_LIST
+
+    on_SETUP_FINALLY = _no_stack_change
+    on_POP_FINALLY = _no_stack_change
+    on_BEGIN_FINALLY = _no_stack_change
+    on_END_FINALLY = _no_stack_change
+
+    def on_RAISE_VARARGS(self, instr):
+        for _i in range(instr.arg):
+            self.on_POP_TOP(instr)
+
+    on_POP_BLOCK = _no_stack_change
+    on_JUMP_FORWARD = _no_stack_change
+    on_POP_EXCEPT = _no_stack_change
+    on_SETUP_EXCEPT = _no_stack_change
+    on_WITH_EXCEPT_START = _no_stack_change
+
+    on_END_FINALLY = _no_stack_change
+    on_BEGIN_FINALLY = _no_stack_change
+    on_SETUP_WITH = _no_stack_change
+    on_WITH_CLEANUP_START = _no_stack_change
+    on_WITH_CLEANUP_FINISH = _no_stack_change
+    on_FORMAT_VALUE = _no_stack_change
+    on_EXTENDED_ARG = _no_stack_change
+
+    def on_INPLACE_ADD(self, instr):
+        # This would actually pop 2 and leave the value in the stack.
+        # In a += 1 it pop `a` and `1` and leave the resulting value
+        # for a load. In our case, let's just pop the `1` and leave the `a`
+        # instead of leaving the INPLACE_ADD bytecode.
+        try:
+            self._stack.pop()
+        except IndexError:
+            pass
+
+    on_INPLACE_POWER = on_INPLACE_ADD
+    on_INPLACE_MULTIPLY = on_INPLACE_ADD
+    on_INPLACE_MATRIX_MULTIPLY = on_INPLACE_ADD
+    on_INPLACE_TRUE_DIVIDE = on_INPLACE_ADD
+    on_INPLACE_FLOOR_DIVIDE = on_INPLACE_ADD
+    on_INPLACE_MODULO = on_INPLACE_ADD
+    on_INPLACE_SUBTRACT = on_INPLACE_ADD
+    on_INPLACE_RSHIFT = on_INPLACE_ADD
+    on_INPLACE_LSHIFT = on_INPLACE_ADD
+    on_INPLACE_AND = on_INPLACE_ADD
+    on_INPLACE_OR = on_INPLACE_ADD
+    on_INPLACE_XOR = on_INPLACE_ADD
+
+    def on_DUP_TOP(self, instr):
+        try:
+            i = self._stack[-1]
+        except IndexError:
+            # ok (in the start of block)
+            self._stack.append(instr)
+        else:
+            self._stack.append(i)
+
+    def on_DUP_TOP_TWO(self, instr):
+        if len(self._stack) == 0:
+            self._stack.append(instr)
+            return
+
+        if len(self._stack) == 1:
+            i = self._stack[-1]
+            self._stack.append(i)
+            self._stack.append(instr)
+            return
+
+        i = self._stack[-1]
+        j = self._stack[-2]
+        self._stack.append(j)
+        self._stack.append(i)
+
+    def on_BUILD_SLICE(self, instr):
+        for _ in range(instr.arg):
+            try:
+                self._stack.pop()
+            except IndexError:
+                pass
+        self._stack.append(instr)
+
+    def on_STORE_SUBSCR(self, instr):
+        try:
+            self._stack.pop()
+            self._stack.pop()
+            self._stack.pop()
+        except IndexError:
+            pass
+
+    def on_DELETE_SUBSCR(self, instr):
+        try:
+            self._stack.pop()
+            self._stack.pop()
+        except IndexError:
+            pass
+
+    # Note: on Python 3 this is only found on interactive mode to print the results of
+    # some evaluation.
+    on_PRINT_EXPR = on_POP_TOP
+
+    on_UNARY_POSITIVE = _no_stack_change
+    on_UNARY_NEGATIVE = _no_stack_change
+    on_UNARY_NOT = _no_stack_change
+    on_UNARY_INVERT = _no_stack_change
+
+    on_CACHE = _no_stack_change
+    on_PRECALL = _no_stack_change
+
+
+def _get_smart_step_into_targets(code):
+    '''
+    :return list(Target)
+    '''
+    b = bytecode.Bytecode.from_code(code)
+    cfg = bytecode_cfg.ControlFlowGraph.from_bytecode(b)
+
+    ret = []
+
+    for block in cfg:
+        if DEBUG:
+            print('\nStart block----')
+        stack = _StackInterpreter(block)
+        for instr in block:
+            try:
+                func_name = 'on_%s' % (instr.name,)
+                func = getattr(stack, func_name, None)
+
+                if DEBUG:
+                    if instr.name != 'CACHE':  # Filter the ones we don't want to see.
+                        print('\nWill handle: ', instr, '>>', stack._getname(instr), '<<')
+                        print('Current stack:')
+                        for entry in stack._stack:
+                            print('    arg:', stack._getname(entry), '(', entry, ')')
+
+                if func is None:
+                    if STRICT_MODE:
+                        raise AssertionError('%s not found.' % (func_name,))
+                    else:
+                        continue
+                func(instr)
+            except:
+                if STRICT_MODE:
+                    raise  # Error in strict mode.
+                else:
+                    # In non-strict mode, log it (if in verbose mode) and keep on going.
+                    if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 2:
+                        pydev_log.exception('Exception computing step into targets (handled).')
+
+        ret.extend(stack.function_calls)
+        # No longer considering attr loads as calls (while in theory sometimes it's possible
+        # that something as `some.attr` can turn out to be a property which could be stepped
+        # in, it's not that common in practice and can be surprising for users, so, disabling
+        # step into from stepping into properties).
+        # ret.extend(stack.load_attrs.values())
+
+    return ret
+
+
+# Note that the offset is unique within the frame (so, we can use it as the target id).
+# Also, as the offset is the instruction offset within the frame, it's possible to
+# to inspect the parent frame for frame.f_lasti to know where we actually are (as the
+# caller name may not always match the new frame name).
+class Variant(object):
+    __slots__ = ['name', 'is_visited', 'line', 'offset', 'call_order', 'children_variants', 'parent']
+
+    def __init__(self, name, is_visited, line, offset, call_order, children_variants=None):
+        self.name = name
+        self.is_visited = is_visited
+        self.line = line
+        self.offset = offset
+        self.call_order = call_order
+        self.children_variants = children_variants
+        self.parent = None
+        if children_variants:
+            for variant in children_variants:
+                variant.parent = self
+
+    def __repr__(self):
+        ret = []
+        for s in self.__slots__:
+            if s == 'parent':
+                try:
+                    parent = self.parent
+                except AttributeError:
+                    ret.append('%s: <not set>' % (s,))
+                else:
+                    if parent is None:
+                        ret.append('parent: None')
+                    else:
+                        ret.append('parent: %s (%s)' % (parent.name, parent.offset))
+                continue
+
+            if s == 'children_variants':
+                ret.append('children_variants: %s' % (len(self.children_variants) if self.children_variants else 0))
+                continue
+
+            try:
+                ret.append('%s: %s' % (s, getattr(self, s)))
+            except AttributeError:
+                ret.append('%s: <not set>' % (s,))
+        return 'Variant(%s)' % ', '.join(ret)
+
+    __str__ = __repr__
+
+
+def _convert_target_to_variant(target, start_line, end_line, call_order_cache, lasti, base):
+    name = target.arg
+    if not isinstance(name, str):
+        return
+    if target.lineno > end_line:
+        return
+    if target.lineno < start_line:
+        return
+
+    call_order = call_order_cache.get(name, 0) + 1
+    call_order_cache[name] = call_order
+    is_visited = target.offset <= lasti
+
+    children_targets = target.children_targets
+    children_variants = None
+    if children_targets:
+        children_variants = [
+            _convert_target_to_variant(child, start_line, end_line, call_order_cache, lasti, base)
+            for child in target.children_targets]
+
+    return Variant(name, is_visited, target.lineno - base, target.offset, call_order, children_variants)
+
+
+def calculate_smart_step_into_variants(frame, start_line, end_line, base=0):
+    """
+    Calculate smart step into variants for the given line range.
+    :param frame:
+    :type frame: :py:class:`types.FrameType`
+    :param start_line:
+    :param end_line:
+    :return: A list of call names from the first to the last.
+    :note: it's guaranteed that the offsets appear in order.
+    :raise: :py:class:`RuntimeError` if failed to parse the bytecode or if dis cannot be used.
+    """
+    variants = []
+    code = frame.f_code
+    lasti = frame.f_lasti
+
+    call_order_cache = {}
+    if DEBUG:
+        print('dis.dis:')
+        if IS_PY311_OR_GREATER:
+            dis.dis(code, show_caches=False)
+        else:
+            dis.dis(code)
+
+    for target in _get_smart_step_into_targets(code):
+        variant = _convert_target_to_variant(target, start_line, end_line, call_order_cache, lasti, base)
+        if variant is None:
+            continue
+        variants.append(variant)
+
+    return variants
+
+
+def get_smart_step_into_variant_from_frame_offset(frame_f_lasti, variants):
+    """
+    Given the frame.f_lasti, return the related `Variant`.
+
+    :note: if the offset is found before any variant available or no variants are
+           available, None is returned.
+
+    :rtype: Variant|NoneType
+    """
+    if not variants:
+        return None
+
+    i = bisect(KeyifyList(variants, lambda entry:entry.offset), frame_f_lasti)
+
+    if i == 0:
+        return None
+
+    else:
+        return variants[i - 1]
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_code_to_source.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_code_to_source.py
new file mode 100644
index 0000000..40feb76
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_code_to_source.py
@@ -0,0 +1,611 @@
+"""
+Decompiler that can be used with the debugger (where statements correctly represent the
+line numbers).
+
+Note: this is a work in progress / proof of concept / not ready to be used.
+"""
+
+import dis
+
+from _pydevd_bundle.pydevd_collect_bytecode_info import iter_instructions
+from _pydev_bundle import pydev_log
+import sys
+import inspect
+from io import StringIO
+
+
+class _Stack(object):
+
+    def __init__(self):
+        self._contents = []
+
+    def push(self, obj):
+        #         print('push', obj)
+        self._contents.append(obj)
+
+    def pop(self):
+        return self._contents.pop(-1)
+
+
+INDENT_MARKER = object()
+DEDENT_MARKER = object()
+_SENTINEL = object()
+
+DEBUG = False
+
+
+class _Token(object):
+
+    def __init__(self, i_line, instruction=None, tok=_SENTINEL, priority=0, after=None, end_of_line=False):
+        '''
+        :param i_line:
+        :param instruction:
+        :param tok:
+        :param priority:
+        :param after:
+        :param end_of_line:
+            Marker to signal only after all the other tokens have been written.
+        '''
+        self.i_line = i_line
+        if tok is not _SENTINEL:
+            self.tok = tok
+        else:
+            if instruction is not None:
+                if inspect.iscode(instruction.argval):
+                    self.tok = ''
+                else:
+                    self.tok = str(instruction.argval)
+            else:
+                raise AssertionError('Either the tok or the instruction is needed.')
+        self.instruction = instruction
+        self.priority = priority
+        self.end_of_line = end_of_line
+        self._after_tokens = set()
+        self._after_handler_tokens = set()
+        if after:
+            self.mark_after(after)
+
+    def mark_after(self, v):
+        if isinstance(v, _Token):
+            self._after_tokens.add(v)
+        elif isinstance(v, _BaseHandler):
+            self._after_handler_tokens.add(v)
+
+        else:
+            raise AssertionError('Unhandled: %s' % (v,))
+
+    def get_after_tokens(self):
+        ret = self._after_tokens.copy()
+        for handler in self._after_handler_tokens:
+            ret.update(handler.tokens)
+        return ret
+
+    def __repr__(self):
+        return 'Token(%s, after: %s)' % (self.tok, self.get_after_tokens())
+
+    __str__ = __repr__
+
+
+class _Writer(object):
+
+    def __init__(self):
+        self.line_to_contents = {}
+        self.all_tokens = set()
+
+    def get_line(self, line):
+        lst = self.line_to_contents.get(line)
+        if lst is None:
+            lst = self.line_to_contents[line] = []
+        return lst
+
+    def indent(self, line):
+        self.get_line(line).append(INDENT_MARKER)
+
+    def dedent(self, line):
+        self.get_line(line).append(DEDENT_MARKER)
+
+    def write(self, line, token):
+        if token in self.all_tokens:
+            return
+        self.all_tokens.add(token)
+        assert isinstance(token, _Token)
+        lst = self.get_line(line)
+        lst.append(token)
+
+
+class _BaseHandler(object):
+
+    def __init__(self, i_line, instruction, stack, writer, disassembler):
+        self.i_line = i_line
+        self.instruction = instruction
+        self.stack = stack
+        self.writer = writer
+        self.disassembler = disassembler
+        self.tokens = []
+        self._handle()
+
+    def _write_tokens(self):
+        for token in self.tokens:
+            self.writer.write(token.i_line, token)
+
+    def _handle(self):
+        raise NotImplementedError(self)
+
+    def __repr__(self, *args, **kwargs):
+        try:
+            return "%s line:%s" % (self.instruction, self.i_line)
+        except:
+            return object.__repr__(self)
+
+    __str__ = __repr__
+
+
+_op_name_to_handler = {}
+
+
+def _register(cls):
+    _op_name_to_handler[cls.opname] = cls
+    return cls
+
+
+class _BasePushHandler(_BaseHandler):
+
+    def _handle(self):
+        self.stack.push(self)
+
+
+class _BaseLoadHandler(_BasePushHandler):
+
+    def _handle(self):
+        _BasePushHandler._handle(self)
+        self.tokens = [_Token(self.i_line, self.instruction)]
+
+
+@_register
+class _LoadBuildClass(_BasePushHandler):
+    opname = "LOAD_BUILD_CLASS"
+
+
+@_register
+class _LoadConst(_BaseLoadHandler):
+    opname = "LOAD_CONST"
+
+
+@_register
+class _LoadName(_BaseLoadHandler):
+    opname = "LOAD_NAME"
+
+
+@_register
+class _LoadGlobal(_BaseLoadHandler):
+    opname = "LOAD_GLOBAL"
+
+
+@_register
+class _LoadFast(_BaseLoadHandler):
+    opname = "LOAD_FAST"
+
+
+@_register
+class _GetIter(_BaseHandler):
+    '''
+    Implements TOS = iter(TOS).
+    '''
+    opname = "GET_ITER"
+    iter_target = None
+
+    def _handle(self):
+        self.iter_target = self.stack.pop()
+        self.tokens.extend(self.iter_target.tokens)
+        self.stack.push(self)
+
+
+@_register
+class _ForIter(_BaseHandler):
+    '''
+    TOS is an iterator. Call its __next__() method. If this yields a new value, push it on the stack
+    (leaving the iterator below it). If the iterator indicates it is exhausted TOS is popped, and
+    the byte code counter is incremented by delta.
+    '''
+    opname = "FOR_ITER"
+
+    iter_in = None
+
+    def _handle(self):
+        self.iter_in = self.stack.pop()
+        self.stack.push(self)
+
+    def store_in_name(self, store_name):
+        for_token = _Token(self.i_line, None, 'for ')
+        self.tokens.append(for_token)
+        prev = for_token
+
+        t_name = _Token(store_name.i_line, store_name.instruction, after=prev)
+        self.tokens.append(t_name)
+        prev = t_name
+
+        in_token = _Token(store_name.i_line, None, ' in ', after=prev)
+        self.tokens.append(in_token)
+        prev = in_token
+
+        max_line = store_name.i_line
+        if self.iter_in:
+            for t in self.iter_in.tokens:
+                t.mark_after(prev)
+                max_line = max(max_line, t.i_line)
+                prev = t
+            self.tokens.extend(self.iter_in.tokens)
+
+        colon_token = _Token(self.i_line, None, ':', after=prev)
+        self.tokens.append(colon_token)
+        prev = for_token
+
+        self._write_tokens()
+
+
+@_register
+class _StoreName(_BaseHandler):
+    '''
+    Implements name = TOS. namei is the index of name in the attribute co_names of the code object.
+    The compiler tries to use STORE_FAST or STORE_GLOBAL if possible.
+    '''
+
+    opname = "STORE_NAME"
+
+    def _handle(self):
+        v = self.stack.pop()
+
+        if isinstance(v, _ForIter):
+            v.store_in_name(self)
+        else:
+            if not isinstance(v, _MakeFunction) or v.is_lambda:
+                line = self.i_line
+                for t in v.tokens:
+                    line = min(line, t.i_line)
+
+                t_name = _Token(line, self.instruction)
+                t_equal = _Token(line, None, '=', after=t_name)
+
+                self.tokens.append(t_name)
+                self.tokens.append(t_equal)
+
+                for t in v.tokens:
+                    t.mark_after(t_equal)
+                self.tokens.extend(v.tokens)
+
+                self._write_tokens()
+
+
+@_register
+class _ReturnValue(_BaseHandler):
+    """
+    Returns with TOS to the caller of the function.
+    """
+
+    opname = "RETURN_VALUE"
+
+    def _handle(self):
+        v = self.stack.pop()
+        return_token = _Token(self.i_line, None, 'return ', end_of_line=True)
+        self.tokens.append(return_token)
+        for token in v.tokens:
+            token.mark_after(return_token)
+        self.tokens.extend(v.tokens)
+
+        self._write_tokens()
+
+
+@_register
+class _CallFunction(_BaseHandler):
+    """
+
+    CALL_FUNCTION(argc)
+
+        Calls a callable object with positional arguments. argc indicates the number of positional
+        arguments. The top of the stack contains positional arguments, with the right-most argument
+        on top. Below the arguments is a callable object to call. CALL_FUNCTION pops all arguments
+        and the callable object off the stack, calls the callable object with those arguments, and
+        pushes the return value returned by the callable object.
+
+        Changed in version 3.6: This opcode is used only for calls with positional arguments.
+
+    """
+
+    opname = "CALL_FUNCTION"
+
+    def _handle(self):
+        args = []
+        for _i in range(self.instruction.argval + 1):
+            arg = self.stack.pop()
+            args.append(arg)
+        it = reversed(args)
+        name = next(it)
+        max_line = name.i_line
+        for t in name.tokens:
+            self.tokens.append(t)
+
+        tok_open_parens = _Token(name.i_line, None, '(', after=name)
+        self.tokens.append(tok_open_parens)
+
+        prev = tok_open_parens
+        for i, arg in enumerate(it):
+            for t in arg.tokens:
+                t.mark_after(name)
+                t.mark_after(prev)
+                max_line = max(max_line, t.i_line)
+                self.tokens.append(t)
+            prev = arg
+
+            if i > 0:
+                comma_token = _Token(prev.i_line, None, ',', after=prev)
+                self.tokens.append(comma_token)
+                prev = comma_token
+
+        tok_close_parens = _Token(max_line, None, ')', after=prev)
+        self.tokens.append(tok_close_parens)
+
+        self._write_tokens()
+
+        self.stack.push(self)
+
+
+@_register
+class _MakeFunctionPy3(_BaseHandler):
+    """
+    Pushes a new function object on the stack. From bottom to top, the consumed stack must consist
+    of values if the argument carries a specified flag value
+
+        0x01 a tuple of default values for positional-only and positional-or-keyword parameters in positional order
+
+        0x02 a dictionary of keyword-only parameters' default values
+
+        0x04 an annotation dictionary
+
+        0x08 a tuple containing cells for free variables, making a closure
+
+        the code associated with the function (at TOS1)
+
+        the qualified name of the function (at TOS)
+    """
+
+    opname = "MAKE_FUNCTION"
+    is_lambda = False
+
+    def _handle(self):
+        stack = self.stack
+        self.qualified_name = stack.pop()
+        self.code = stack.pop()
+
+        default_node = None
+        if self.instruction.argval & 0x01:
+            default_node = stack.pop()
+
+        is_lambda = self.is_lambda = '<lambda>' in [x.tok for x in self.qualified_name.tokens]
+
+        if not is_lambda:
+            def_token = _Token(self.i_line, None, 'def ')
+            self.tokens.append(def_token)
+
+        for token in self.qualified_name.tokens:
+            self.tokens.append(token)
+            if not is_lambda:
+                token.mark_after(def_token)
+        prev = token
+
+        open_parens_token = _Token(self.i_line, None, '(', after=prev)
+        self.tokens.append(open_parens_token)
+        prev = open_parens_token
+
+        code = self.code.instruction.argval
+
+        if default_node:
+            defaults = ([_SENTINEL] * (len(code.co_varnames) - len(default_node.instruction.argval))) + list(default_node.instruction.argval)
+        else:
+            defaults = [_SENTINEL] * len(code.co_varnames)
+
+        for i, arg in enumerate(code.co_varnames):
+            if i > 0:
+                comma_token = _Token(prev.i_line, None, ', ', after=prev)
+                self.tokens.append(comma_token)
+                prev = comma_token
+
+            arg_token = _Token(self.i_line, None, arg, after=prev)
+            self.tokens.append(arg_token)
+
+            default = defaults[i]
+            if default is not _SENTINEL:
+                eq_token = _Token(default_node.i_line, None, '=', after=prev)
+                self.tokens.append(eq_token)
+                prev = eq_token
+
+                default_token = _Token(default_node.i_line, None, str(default), after=prev)
+                self.tokens.append(default_token)
+                prev = default_token
+
+        tok_close_parens = _Token(prev.i_line, None, '):', after=prev)
+        self.tokens.append(tok_close_parens)
+
+        self._write_tokens()
+
+        stack.push(self)
+        self.writer.indent(prev.i_line + 1)
+        self.writer.dedent(max(self.disassembler.merge_code(code)))
+
+
+_MakeFunction = _MakeFunctionPy3
+
+
+def _print_after_info(line_contents, stream=None):
+    if stream is None:
+        stream = sys.stdout
+    for token in line_contents:
+        after_tokens = token.get_after_tokens()
+        if after_tokens:
+            s = '%s after: %s\n' % (
+                repr(token.tok),
+                ('"' + '", "'.join(t.tok for t in token.get_after_tokens()) + '"'))
+            stream.write(s)
+        else:
+            stream.write('%s      (NO REQUISITES)' % repr(token.tok))
+
+
+def _compose_line_contents(line_contents, previous_line_tokens):
+    lst = []
+    handled = set()
+
+    add_to_end_of_line = []
+    delete_indexes = []
+    for i, token in enumerate(line_contents):
+        if token.end_of_line:
+            add_to_end_of_line.append(token)
+            delete_indexes.append(i)
+    for i in reversed(delete_indexes):
+        del line_contents[i]
+    del delete_indexes
+
+    while line_contents:
+        added = False
+        delete_indexes = []
+
+        for i, token in enumerate(line_contents):
+            after_tokens = token.get_after_tokens()
+            for after in after_tokens:
+                if after not in handled and after not in previous_line_tokens:
+                    break
+            else:
+                added = True
+                previous_line_tokens.add(token)
+                handled.add(token)
+                lst.append(token.tok)
+                delete_indexes.append(i)
+
+        for i in reversed(delete_indexes):
+            del line_contents[i]
+
+        if not added:
+            if add_to_end_of_line:
+                line_contents.extend(add_to_end_of_line)
+                del add_to_end_of_line[:]
+                continue
+
+            # Something is off, let's just add as is.
+            for token in line_contents:
+                if token not in handled:
+                    lst.append(token.tok)
+
+            stream = StringIO()
+            _print_after_info(line_contents, stream)
+            pydev_log.critical('Error. After markers are not correct:\n%s', stream.getvalue())
+            break
+    return ''.join(lst)
+
+
+class _PyCodeToSource(object):
+
+    def __init__(self, co, memo=None):
+        if memo is None:
+            memo = {}
+        self.memo = memo
+        self.co = co
+        self.instructions = list(iter_instructions(co))
+        self.stack = _Stack()
+        self.writer = _Writer()
+
+    def _process_next(self, i_line):
+        instruction = self.instructions.pop(0)
+        handler_class = _op_name_to_handler.get(instruction.opname)
+        if handler_class is not None:
+            s = handler_class(i_line, instruction, self.stack, self.writer, self)
+            if DEBUG:
+                print(s)
+
+        else:
+            if DEBUG:
+                print("UNHANDLED", instruction)
+
+    def build_line_to_contents(self):
+        co = self.co
+
+        op_offset_to_line = dict(dis.findlinestarts(co))
+        curr_line_index = 0
+
+        instructions = self.instructions
+        while instructions:
+            instruction = instructions[0]
+            new_line_index = op_offset_to_line.get(instruction.offset)
+            if new_line_index is not None:
+                if new_line_index is not None:
+                    curr_line_index = new_line_index
+
+            self._process_next(curr_line_index)
+        return self.writer.line_to_contents
+
+    def merge_code(self, code):
+        if DEBUG:
+            print('merge code ----')
+        # for d in dir(code):
+        #     if not d.startswith('_'):
+        #         print(d, getattr(code, d))
+        line_to_contents = _PyCodeToSource(code, self.memo).build_line_to_contents()
+        lines = []
+        for line, contents in sorted(line_to_contents.items()):
+            lines.append(line)
+            self.writer.get_line(line).extend(contents)
+        if DEBUG:
+            print('end merge code ----')
+        return lines
+
+    def disassemble(self):
+        show_lines = False
+        line_to_contents = self.build_line_to_contents()
+        stream = StringIO()
+        last_line = 0
+        indent = ''
+        previous_line_tokens = set()
+        for i_line, contents in sorted(line_to_contents.items()):
+            while last_line < i_line - 1:
+                if show_lines:
+                    stream.write(u"%s.\n" % (last_line + 1,))
+                else:
+                    stream.write(u"\n")
+                last_line += 1
+
+            line_contents = []
+            dedents_found = 0
+            for part in contents:
+                if part is INDENT_MARKER:
+                    if DEBUG:
+                        print('found indent', i_line)
+                    indent += '    '
+                    continue
+                if part is DEDENT_MARKER:
+                    if DEBUG:
+                        print('found dedent', i_line)
+                    dedents_found += 1
+                    continue
+                line_contents.append(part)
+
+            s = indent + _compose_line_contents(line_contents, previous_line_tokens)
+            if show_lines:
+                stream.write(u"%s. %s\n" % (i_line, s))
+            else:
+                stream.write(u"%s\n" % s)
+
+            if dedents_found:
+                indent = indent[:-(4 * dedents_found)]
+            last_line = i_line
+
+        return stream.getvalue()
+
+
+def code_obj_to_source(co):
+    """
+    Converts a code object to source code to provide a suitable representation for the compiler when
+    the actual source code is not found.
+
+    This is a work in progress / proof of concept / not ready to be used.
+    """
+    ret = _PyCodeToSource(co).disassemble()
+    if DEBUG:
+        print(ret)
+    return ret
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_collect_bytecode_info.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_collect_bytecode_info.py
new file mode 100644
index 0000000..711f7dd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_collect_bytecode_info.py
@@ -0,0 +1,925 @@
+import dis
+import inspect
+import sys
+from collections import namedtuple
+
+from _pydev_bundle import pydev_log
+from opcode import (EXTENDED_ARG, HAVE_ARGUMENT, cmp_op, hascompare, hasconst,
+                    hasfree, hasjrel, haslocal, hasname, opname)
+
+from io import StringIO
+
+
+class TryExceptInfo(object):
+
+    def __init__(self, try_line, ignore=False):
+        '''
+        :param try_line:
+        :param ignore:
+            Usually we should ignore any block that's not a try..except
+            (this can happen for finally blocks, with statements, etc, for
+            which we create temporary entries).
+        '''
+        self.try_line = try_line
+        self.ignore = ignore
+        self.except_line = -1
+        self.except_end_line = -1
+        self.raise_lines_in_except = []
+
+        # Note: these may not be available if generated from source instead of bytecode.
+        self.except_bytecode_offset = -1
+        self.except_end_bytecode_offset = -1
+
+    def is_line_in_try_block(self, line):
+        return self.try_line <= line < self.except_line
+
+    def is_line_in_except_block(self, line):
+        return self.except_line <= line <= self.except_end_line
+
+    def __str__(self):
+        lst = [
+            '{try:',
+            str(self.try_line),
+            ' except ',
+            str(self.except_line),
+            ' end block ',
+            str(self.except_end_line),
+        ]
+        if self.raise_lines_in_except:
+            lst.append(' raises: %s' % (', '.join(str(x) for x in self.raise_lines_in_except),))
+
+        lst.append('}')
+        return ''.join(lst)
+
+    __repr__ = __str__
+
+
+class ReturnInfo(object):
+
+    def __init__(self, return_line):
+        self.return_line = return_line
+
+    def __str__(self):
+        return '{return: %s}' % (self.return_line,)
+
+    __repr__ = __str__
+
+
+def _get_line(op_offset_to_line, op_offset, firstlineno, search=False):
+    op_offset_original = op_offset
+    while op_offset >= 0:
+        ret = op_offset_to_line.get(op_offset)
+        if ret is not None:
+            return ret - firstlineno
+        if not search:
+            return ret
+        else:
+            op_offset -= 1
+    raise AssertionError('Unable to find line for offset: %s.Info: %s' % (
+        op_offset_original, op_offset_to_line))
+
+
+def debug(s):
+    pass
+
+
+_Instruction = namedtuple('_Instruction', 'opname, opcode, starts_line, argval, is_jump_target, offset, argrepr')
+
+
+def _iter_as_bytecode_as_instructions_py2(co):
+    code = co.co_code
+    op_offset_to_line = dict(dis.findlinestarts(co))
+    labels = set(dis.findlabels(code))
+    bytecode_len = len(code)
+    i = 0
+    extended_arg = 0
+    free = None
+
+    op_to_name = opname
+
+    while i < bytecode_len:
+        c = code[i]
+        op = ord(c)
+        is_jump_target = i in labels
+
+        curr_op_name = op_to_name[op]
+        initial_bytecode_offset = i
+
+        i = i + 1
+        if op < HAVE_ARGUMENT:
+            yield _Instruction(curr_op_name, op, _get_line(op_offset_to_line, initial_bytecode_offset, 0), None, is_jump_target, initial_bytecode_offset, '')
+
+        else:
+            oparg = ord(code[i]) + ord(code[i + 1]) * 256 + extended_arg
+
+            extended_arg = 0
+            i = i + 2
+            if op == EXTENDED_ARG:
+                extended_arg = oparg * 65536
+
+            if op in hasconst:
+                yield _Instruction(curr_op_name, op, _get_line(op_offset_to_line, initial_bytecode_offset, 0), co.co_consts[oparg], is_jump_target, initial_bytecode_offset, repr(co.co_consts[oparg]))
+            elif op in hasname:
+                yield _Instruction(curr_op_name, op, _get_line(op_offset_to_line, initial_bytecode_offset, 0), co.co_names[oparg], is_jump_target, initial_bytecode_offset, str(co.co_names[oparg]))
+            elif op in hasjrel:
+                argval = i + oparg
+                yield _Instruction(curr_op_name, op, _get_line(op_offset_to_line, initial_bytecode_offset, 0), argval, is_jump_target, initial_bytecode_offset, "to " + repr(argval))
+            elif op in haslocal:
+                yield _Instruction(curr_op_name, op, _get_line(op_offset_to_line, initial_bytecode_offset, 0), co.co_varnames[oparg], is_jump_target, initial_bytecode_offset, str(co.co_varnames[oparg]))
+            elif op in hascompare:
+                yield _Instruction(curr_op_name, op, _get_line(op_offset_to_line, initial_bytecode_offset, 0), cmp_op[oparg], is_jump_target, initial_bytecode_offset, cmp_op[oparg])
+            elif op in hasfree:
+                if free is None:
+                    free = co.co_cellvars + co.co_freevars
+                yield _Instruction(curr_op_name, op, _get_line(op_offset_to_line, initial_bytecode_offset, 0), free[oparg], is_jump_target, initial_bytecode_offset, str(free[oparg]))
+            else:
+                yield _Instruction(curr_op_name, op, _get_line(op_offset_to_line, initial_bytecode_offset, 0), oparg, is_jump_target, initial_bytecode_offset, str(oparg))
+
+
+def iter_instructions(co):
+    if sys.version_info[0] < 3:
+        iter_in = _iter_as_bytecode_as_instructions_py2(co)
+    else:
+        iter_in = dis.Bytecode(co)
+    iter_in = list(iter_in)
+
+    bytecode_to_instruction = {}
+    for instruction in iter_in:
+        bytecode_to_instruction[instruction.offset] = instruction
+
+    if iter_in:
+        for instruction in iter_in:
+            yield instruction
+
+
+def collect_return_info(co, use_func_first_line=False):
+    if not hasattr(co, 'co_lnotab'):
+        return []
+
+    if use_func_first_line:
+        firstlineno = co.co_firstlineno
+    else:
+        firstlineno = 0
+
+    lst = []
+    op_offset_to_line = dict(dis.findlinestarts(co))
+    for instruction in iter_instructions(co):
+        curr_op_name = instruction.opname
+        if curr_op_name == 'RETURN_VALUE':
+            lst.append(ReturnInfo(_get_line(op_offset_to_line, instruction.offset, firstlineno, search=True)))
+
+    return lst
+
+
+if sys.version_info[:2] <= (3, 9):
+
+    class _TargetInfo(object):
+
+        def __init__(self, except_end_instruction, jump_if_not_exc_instruction=None):
+            self.except_end_instruction = except_end_instruction
+            self.jump_if_not_exc_instruction = jump_if_not_exc_instruction
+
+        def __str__(self):
+            msg = ['_TargetInfo(']
+            msg.append(self.except_end_instruction.opname)
+            if self.jump_if_not_exc_instruction:
+                msg.append(' - ')
+                msg.append(self.jump_if_not_exc_instruction.opname)
+                msg.append('(')
+                msg.append(str(self.jump_if_not_exc_instruction.argval))
+                msg.append(')')
+            msg.append(')')
+            return ''.join(msg)
+
+    def _get_except_target_info(instructions, exception_end_instruction_index, offset_to_instruction_idx):
+        next_3 = [j_instruction.opname for j_instruction in instructions[exception_end_instruction_index:exception_end_instruction_index + 3]]
+        # print('next_3:', [(j_instruction.opname, j_instruction.argval) for j_instruction in instructions[exception_end_instruction_index:exception_end_instruction_index + 3]])
+        if next_3 == ['POP_TOP', 'POP_TOP', 'POP_TOP']:  # try..except without checking exception.
+            try:
+                jump_instruction = instructions[exception_end_instruction_index - 1]
+                if jump_instruction.opname not in ('JUMP_FORWARD', 'JUMP_ABSOLUTE'):
+                    return None
+            except IndexError:
+                pass
+
+            if jump_instruction.opname == 'JUMP_ABSOLUTE':
+                # On latest versions of Python 3 the interpreter has a go-backwards step,
+                # used to show the initial line of a for/while, etc (which is this
+                # JUMP_ABSOLUTE)... we're not really interested in it, but rather on where
+                # it points to.
+                except_end_instruction = instructions[offset_to_instruction_idx[jump_instruction.argval]]
+                idx = offset_to_instruction_idx[except_end_instruction.argval]
+                # Search for the POP_EXCEPT which should be at the end of the block.
+                for pop_except_instruction in reversed(instructions[:idx]):
+                    if pop_except_instruction.opname == 'POP_EXCEPT':
+                        except_end_instruction = pop_except_instruction
+                        return _TargetInfo(except_end_instruction)
+                else:
+                    return None  # i.e.: Continue outer loop
+
+            else:
+                # JUMP_FORWARD
+                i = offset_to_instruction_idx[jump_instruction.argval]
+                try:
+                    # i.e.: the jump is to the instruction after the block finishes (so, we need to
+                    # get the previous instruction as that should be the place where the exception
+                    # block finishes).
+                    except_end_instruction = instructions[i - 1]
+                except:
+                    pydev_log.critical('Error when computing try..except block end.')
+                    return None
+                return _TargetInfo(except_end_instruction)
+
+        elif next_3 and next_3[0] == 'DUP_TOP':  # try..except AssertionError.
+            iter_in = instructions[exception_end_instruction_index + 1:]
+            for j, jump_if_not_exc_instruction in enumerate(iter_in):
+                if jump_if_not_exc_instruction.opname == 'JUMP_IF_NOT_EXC_MATCH':
+                    # Python 3.9
+                    except_end_instruction = instructions[offset_to_instruction_idx[jump_if_not_exc_instruction.argval]]
+                    return _TargetInfo(except_end_instruction, jump_if_not_exc_instruction)
+
+                elif jump_if_not_exc_instruction.opname == 'COMPARE_OP' and jump_if_not_exc_instruction.argval == 'exception match':
+                    # Python 3.8 and before
+                    try:
+                        next_instruction = iter_in[j + 1]
+                    except:
+                        continue
+                    if next_instruction.opname == 'POP_JUMP_IF_FALSE':
+                        except_end_instruction = instructions[offset_to_instruction_idx[next_instruction.argval]]
+                        return _TargetInfo(except_end_instruction, next_instruction)
+            else:
+                return None  # i.e.: Continue outer loop
+
+        else:
+            # i.e.: we're not interested in try..finally statements, only try..except.
+            return None
+
+    def collect_try_except_info(co, use_func_first_line=False):
+        # We no longer have 'END_FINALLY', so, we need to do things differently in Python 3.9
+        if not hasattr(co, 'co_lnotab'):
+            return []
+
+        if use_func_first_line:
+            firstlineno = co.co_firstlineno
+        else:
+            firstlineno = 0
+
+        try_except_info_lst = []
+
+        op_offset_to_line = dict(dis.findlinestarts(co))
+
+        offset_to_instruction_idx = {}
+
+        instructions = list(iter_instructions(co))
+
+        for i, instruction in enumerate(instructions):
+            offset_to_instruction_idx[instruction.offset] = i
+
+        for i, instruction in enumerate(instructions):
+            curr_op_name = instruction.opname
+            if curr_op_name in ('SETUP_FINALLY', 'SETUP_EXCEPT'):  # SETUP_EXCEPT before Python 3.8, SETUP_FINALLY Python 3.8 onwards.
+                exception_end_instruction_index = offset_to_instruction_idx[instruction.argval]
+
+                jump_instruction = instructions[exception_end_instruction_index - 1]
+                if jump_instruction.opname not in ('JUMP_FORWARD', 'JUMP_ABSOLUTE'):
+                    continue
+
+                except_end_instruction = None
+                indexes_checked = set()
+                indexes_checked.add(exception_end_instruction_index)
+                target_info = _get_except_target_info(instructions, exception_end_instruction_index, offset_to_instruction_idx)
+                while target_info is not None:
+                    # Handle a try..except..except..except.
+                    jump_instruction = target_info.jump_if_not_exc_instruction
+                    except_end_instruction = target_info.except_end_instruction
+
+                    if jump_instruction is not None:
+                        check_index = offset_to_instruction_idx[jump_instruction.argval]
+                        if check_index in indexes_checked:
+                            break
+                        indexes_checked.add(check_index)
+                        target_info = _get_except_target_info(instructions, check_index, offset_to_instruction_idx)
+                    else:
+                        break
+
+                if except_end_instruction is not None:
+                    try_except_info = TryExceptInfo(
+                        _get_line(op_offset_to_line, instruction.offset, firstlineno, search=True),
+                        ignore=False
+                    )
+                    try_except_info.except_bytecode_offset = instruction.argval
+                    try_except_info.except_line = _get_line(
+                        op_offset_to_line,
+                        try_except_info.except_bytecode_offset,
+                        firstlineno,
+                        search=True
+                    )
+
+                    try_except_info.except_end_bytecode_offset = except_end_instruction.offset
+                    try_except_info.except_end_line = _get_line(op_offset_to_line, except_end_instruction.offset, firstlineno, search=True)
+                    try_except_info_lst.append(try_except_info)
+
+                    for raise_instruction in instructions[i:offset_to_instruction_idx[try_except_info.except_end_bytecode_offset]]:
+                        if raise_instruction.opname == 'RAISE_VARARGS':
+                            if raise_instruction.argval == 0:
+                                try_except_info.raise_lines_in_except.append(
+                                    _get_line(op_offset_to_line, raise_instruction.offset, firstlineno, search=True))
+
+        return try_except_info_lst
+
+elif sys.version_info[:2] == (3, 10):
+
+    class _TargetInfo(object):
+
+        def __init__(self, except_end_instruction, jump_if_not_exc_instruction=None):
+            self.except_end_instruction = except_end_instruction
+            self.jump_if_not_exc_instruction = jump_if_not_exc_instruction
+
+        def __str__(self):
+            msg = ['_TargetInfo(']
+            msg.append(self.except_end_instruction.opname)
+            if self.jump_if_not_exc_instruction:
+                msg.append(' - ')
+                msg.append(self.jump_if_not_exc_instruction.opname)
+                msg.append('(')
+                msg.append(str(self.jump_if_not_exc_instruction.argval))
+                msg.append(')')
+            msg.append(')')
+            return ''.join(msg)
+
+    def _get_except_target_info(instructions, exception_end_instruction_index, offset_to_instruction_idx):
+        next_3 = [j_instruction.opname for j_instruction in instructions[exception_end_instruction_index:exception_end_instruction_index + 3]]
+        # print('next_3:', [(j_instruction.opname, j_instruction.argval) for j_instruction in instructions[exception_end_instruction_index:exception_end_instruction_index + 3]])
+        if next_3 == ['POP_TOP', 'POP_TOP', 'POP_TOP']:  # try..except without checking exception.
+            # Previously there was a jump which was able to point where the exception would end. This
+            # is no longer true, now a bare except doesn't really have any indication in the bytecode
+            # where the end would be expected if the exception wasn't raised, so, we just blindly
+            # search for a POP_EXCEPT from the current position.
+            for pop_except_instruction in instructions[exception_end_instruction_index + 3:]:
+                if pop_except_instruction.opname == 'POP_EXCEPT':
+                    except_end_instruction = pop_except_instruction
+                    return _TargetInfo(except_end_instruction)
+
+        elif next_3 and next_3[0] == 'DUP_TOP':  # try..except AssertionError.
+            iter_in = instructions[exception_end_instruction_index + 1:]
+            for jump_if_not_exc_instruction in iter_in:
+                if jump_if_not_exc_instruction.opname == 'JUMP_IF_NOT_EXC_MATCH':
+                    # Python 3.9
+                    except_end_instruction = instructions[offset_to_instruction_idx[jump_if_not_exc_instruction.argval]]
+                    return _TargetInfo(except_end_instruction, jump_if_not_exc_instruction)
+            else:
+                return None  # i.e.: Continue outer loop
+
+        else:
+            # i.e.: we're not interested in try..finally statements, only try..except.
+            return None
+
+    def collect_try_except_info(co, use_func_first_line=False):
+        # We no longer have 'END_FINALLY', so, we need to do things differently in Python 3.9
+        if not hasattr(co, 'co_lnotab'):
+            return []
+
+        if use_func_first_line:
+            firstlineno = co.co_firstlineno
+        else:
+            firstlineno = 0
+
+        try_except_info_lst = []
+
+        op_offset_to_line = dict(dis.findlinestarts(co))
+
+        offset_to_instruction_idx = {}
+
+        instructions = list(iter_instructions(co))
+
+        for i, instruction in enumerate(instructions):
+            offset_to_instruction_idx[instruction.offset] = i
+
+        for i, instruction in enumerate(instructions):
+            curr_op_name = instruction.opname
+            if curr_op_name == 'SETUP_FINALLY':
+                exception_end_instruction_index = offset_to_instruction_idx[instruction.argval]
+
+                jump_instruction = instructions[exception_end_instruction_index]
+                if jump_instruction.opname != 'DUP_TOP':
+                    continue
+
+                except_end_instruction = None
+                indexes_checked = set()
+                indexes_checked.add(exception_end_instruction_index)
+                target_info = _get_except_target_info(instructions, exception_end_instruction_index, offset_to_instruction_idx)
+                while target_info is not None:
+                    # Handle a try..except..except..except.
+                    jump_instruction = target_info.jump_if_not_exc_instruction
+                    except_end_instruction = target_info.except_end_instruction
+
+                    if jump_instruction is not None:
+                        check_index = offset_to_instruction_idx[jump_instruction.argval]
+                        if check_index in indexes_checked:
+                            break
+                        indexes_checked.add(check_index)
+                        target_info = _get_except_target_info(instructions, check_index, offset_to_instruction_idx)
+                    else:
+                        break
+
+                if except_end_instruction is not None:
+                    try_except_info = TryExceptInfo(
+                        _get_line(op_offset_to_line, instruction.offset, firstlineno, search=True),
+                        ignore=False
+                    )
+                    try_except_info.except_bytecode_offset = instruction.argval
+                    try_except_info.except_line = _get_line(
+                        op_offset_to_line,
+                        try_except_info.except_bytecode_offset,
+                        firstlineno,
+                        search=True
+                    )
+
+                    try_except_info.except_end_bytecode_offset = except_end_instruction.offset
+
+                    # On Python 3.10 the final line of the except end isn't really correct, rather,
+                    # it's engineered to be the same line of the except and not the end line of the
+                    # block, so, the approach taken is to search for the biggest line between the
+                    # except and the end instruction
+                    except_end_line = -1
+                    start_i = offset_to_instruction_idx[try_except_info.except_bytecode_offset]
+                    end_i = offset_to_instruction_idx[except_end_instruction.offset]
+                    for instruction in instructions[start_i: end_i + 1]:
+                        found_at_line = op_offset_to_line.get(instruction.offset)
+                        if found_at_line is not None and found_at_line > except_end_line:
+                            except_end_line = found_at_line
+                    try_except_info.except_end_line = except_end_line - firstlineno
+
+                    try_except_info_lst.append(try_except_info)
+
+                    for raise_instruction in instructions[i:offset_to_instruction_idx[try_except_info.except_end_bytecode_offset]]:
+                        if raise_instruction.opname == 'RAISE_VARARGS':
+                            if raise_instruction.argval == 0:
+                                try_except_info.raise_lines_in_except.append(
+                                    _get_line(op_offset_to_line, raise_instruction.offset, firstlineno, search=True))
+
+        return try_except_info_lst
+
+elif sys.version_info[:2] >= (3, 11):
+
+    def collect_try_except_info(co, use_func_first_line=False):
+        '''
+        Note: if the filename is available and we can get the source,
+        `collect_try_except_info_from_source` is preferred (this is kept as
+        a fallback for cases where sources aren't available).
+        '''
+        return []
+
+import ast as ast_module
+
+
+class _Visitor(ast_module.NodeVisitor):
+
+    def __init__(self):
+        self.try_except_infos = []
+        self._stack = []
+        self._in_except_stack = []
+        self.max_line = -1
+
+    def generic_visit(self, node):
+        if hasattr(node, 'lineno'):
+            if node.lineno > self.max_line:
+                self.max_line = node.lineno
+        return ast_module.NodeVisitor.generic_visit(self, node)
+
+    def visit_Try(self, node):
+        info = TryExceptInfo(node.lineno, ignore=True)
+        self._stack.append(info)
+        self.generic_visit(node)
+        assert info is self._stack.pop()
+        if not info.ignore:
+            self.try_except_infos.insert(0, info)
+
+    if sys.version_info[0] < 3:
+        visit_TryExcept = visit_Try
+
+    def visit_ExceptHandler(self, node):
+        info = self._stack[-1]
+        info.ignore = False
+        if info.except_line == -1:
+            info.except_line = node.lineno
+        self._in_except_stack.append(info)
+        self.generic_visit(node)
+        if hasattr(node, 'end_lineno'):
+            info.except_end_line = node.end_lineno
+        else:
+            info.except_end_line = self.max_line
+        self._in_except_stack.pop()
+
+    if sys.version_info[0] >= 3:
+
+        def visit_Raise(self, node):
+            for info in self._in_except_stack:
+                    if node.exc is None:
+                        info.raise_lines_in_except.append(node.lineno)
+            self.generic_visit(node)
+
+    else:
+
+        def visit_Raise(self, node):
+            for info in self._in_except_stack:
+                    if node.type is None and node.tback is None:
+                        info.raise_lines_in_except.append(node.lineno)
+            self.generic_visit(node)
+
+
+def collect_try_except_info_from_source(filename):
+    with open(filename, 'rb') as stream:
+        contents = stream.read()
+    return collect_try_except_info_from_contents(contents, filename)
+
+
+def collect_try_except_info_from_contents(contents, filename='<unknown>'):
+    ast = ast_module.parse(contents, filename)
+    visitor = _Visitor()
+    visitor.visit(ast)
+    return visitor.try_except_infos
+
+
+RESTART_FROM_LOOKAHEAD = object()
+SEPARATOR = object()
+
+
+class _MsgPart(object):
+
+    def __init__(self, line, tok):
+        assert line >= 0
+        self.line = line
+        self.tok = tok
+
+    @classmethod
+    def add_to_line_to_contents(cls, obj, line_to_contents, line=None):
+        if isinstance(obj, (list, tuple)):
+            for o in obj:
+                cls.add_to_line_to_contents(o, line_to_contents, line=line)
+            return
+
+        if isinstance(obj, str):
+            assert line is not None
+            line = int(line)
+            lst = line_to_contents.setdefault(line, [])
+            lst.append(obj)
+            return
+
+        if isinstance(obj, _MsgPart):
+            if isinstance(obj.tok, (list, tuple)):
+                cls.add_to_line_to_contents(obj.tok, line_to_contents, line=obj.line)
+                return
+
+            if isinstance(obj.tok, str):
+                lst = line_to_contents.setdefault(obj.line, [])
+                lst.append(obj.tok)
+                return
+
+        raise AssertionError("Unhandled: %" % (obj,))
+
+
+class _Disassembler(object):
+
+    def __init__(self, co, firstlineno, level=0):
+        self.co = co
+        self.firstlineno = firstlineno
+        self.level = level
+        self.instructions = list(iter_instructions(co))
+        op_offset_to_line = self.op_offset_to_line = dict(dis.findlinestarts(co))
+
+        # Update offsets so that all offsets have the line index (and update it based on
+        # the passed firstlineno).
+        line_index = co.co_firstlineno - firstlineno
+        for instruction in self.instructions:
+            new_line_index = op_offset_to_line.get(instruction.offset)
+            if new_line_index is not None:
+                line_index = new_line_index - firstlineno
+                op_offset_to_line[instruction.offset] = line_index
+            else:
+                op_offset_to_line[instruction.offset] = line_index
+
+    BIG_LINE_INT = 9999999
+    SMALL_LINE_INT = -1
+
+    def min_line(self, *args):
+        m = self.BIG_LINE_INT
+        for arg in args:
+            if isinstance(arg, (list, tuple)):
+                m = min(m, self.min_line(*arg))
+
+            elif isinstance(arg, _MsgPart):
+                m = min(m, arg.line)
+
+            elif hasattr(arg, 'offset'):
+                m = min(m, self.op_offset_to_line[arg.offset])
+        return m
+
+    def max_line(self, *args):
+        m = self.SMALL_LINE_INT
+        for arg in args:
+            if isinstance(arg, (list, tuple)):
+                m = max(m, self.max_line(*arg))
+
+            elif isinstance(arg, _MsgPart):
+                m = max(m, arg.line)
+
+            elif hasattr(arg, 'offset'):
+                m = max(m, self.op_offset_to_line[arg.offset])
+        return m
+
+    def _lookahead(self):
+        '''
+        This handles and converts some common constructs from bytecode to actual source code.
+
+        It may change the list of instructions.
+        '''
+        msg = self._create_msg_part
+        found = []
+        fullrepr = None
+
+        # Collect all the load instructions
+        for next_instruction in self.instructions:
+            if next_instruction.opname in ('LOAD_GLOBAL', 'LOAD_FAST', 'LOAD_CONST', 'LOAD_NAME'):
+                found.append(next_instruction)
+            else:
+                break
+
+        if not found:
+            return None
+
+        if next_instruction.opname == 'LOAD_ATTR':
+            prev_instruction = found[-1]
+            # Remove the current LOAD_ATTR
+            assert self.instructions.pop(len(found)) is next_instruction
+
+            # Add the LOAD_ATTR to the previous LOAD
+            self.instructions[len(found) - 1] = _Instruction(
+                prev_instruction.opname,
+                prev_instruction.opcode,
+                prev_instruction.starts_line,
+                prev_instruction.argval,
+                False,  # prev_instruction.is_jump_target,
+                prev_instruction.offset,
+                (
+                    msg(prev_instruction),
+                    msg(prev_instruction, '.'),
+                    msg(next_instruction)
+                ),
+            )
+            return RESTART_FROM_LOOKAHEAD
+
+        if next_instruction.opname in ('CALL_FUNCTION', 'PRECALL'):
+            if len(found) == next_instruction.argval + 1:
+                force_restart = False
+                delta = 0
+            else:
+                force_restart = True
+                if len(found) > next_instruction.argval + 1:
+                    delta = len(found) - (next_instruction.argval + 1)
+                else:
+                    return None  # This is odd
+
+            del_upto = delta + next_instruction.argval + 2  # +2 = NAME / CALL_FUNCTION
+            if next_instruction.opname == 'PRECALL':
+                del_upto += 1  # Also remove the CALL right after the PRECALL.
+            del self.instructions[delta:del_upto]
+
+            found = iter(found[delta:])
+            call_func = next(found)
+            args = list(found)
+            fullrepr = [
+                msg(call_func),
+                msg(call_func, '('),
+            ]
+            prev = call_func
+            for i, arg in enumerate(args):
+                if i > 0:
+                    fullrepr.append(msg(prev, ', '))
+                prev = arg
+                fullrepr.append(msg(arg))
+
+            fullrepr.append(msg(prev, ')'))
+
+            if force_restart:
+                self.instructions.insert(delta, _Instruction(
+                    call_func.opname,
+                    call_func.opcode,
+                    call_func.starts_line,
+                    call_func.argval,
+                    False,  # call_func.is_jump_target,
+                    call_func.offset,
+                    tuple(fullrepr),
+                ))
+                return RESTART_FROM_LOOKAHEAD
+
+        elif next_instruction.opname == 'BUILD_TUPLE':
+
+            if len(found) == next_instruction.argval:
+                force_restart = False
+                delta = 0
+            else:
+                force_restart = True
+                if len(found) > next_instruction.argval:
+                    delta = len(found) - (next_instruction.argval)
+                else:
+                    return None  # This is odd
+
+            del self.instructions[delta:delta + next_instruction.argval + 1]  # +1 = BUILD_TUPLE
+
+            found = iter(found[delta:])
+
+            args = [instruction for instruction in found]
+            if args:
+                first_instruction = args[0]
+            else:
+                first_instruction = next_instruction
+            prev = first_instruction
+
+            fullrepr = []
+            fullrepr.append(msg(prev, '('))
+            for i, arg in enumerate(args):
+                if i > 0:
+                    fullrepr.append(msg(prev, ', '))
+                prev = arg
+                fullrepr.append(msg(arg))
+
+            fullrepr.append(msg(prev, ')'))
+
+            if force_restart:
+                self.instructions.insert(delta, _Instruction(
+                    first_instruction.opname,
+                    first_instruction.opcode,
+                    first_instruction.starts_line,
+                    first_instruction.argval,
+                    False,  # first_instruction.is_jump_target,
+                    first_instruction.offset,
+                    tuple(fullrepr),
+                ))
+                return RESTART_FROM_LOOKAHEAD
+
+        if fullrepr is not None and self.instructions:
+            if self.instructions[0].opname == 'POP_TOP':
+                self.instructions.pop(0)
+
+            if self.instructions[0].opname in ('STORE_FAST', 'STORE_NAME'):
+                next_instruction = self.instructions.pop(0)
+                return msg(next_instruction), msg(next_instruction, ' = '), fullrepr
+
+            if self.instructions[0].opname == 'RETURN_VALUE':
+                next_instruction = self.instructions.pop(0)
+                return msg(next_instruction, 'return ', line=self.min_line(next_instruction, fullrepr)), fullrepr
+
+        return fullrepr
+
+    def _decorate_jump_target(self, instruction, instruction_repr):
+        if instruction.is_jump_target:
+            return ('|', str(instruction.offset), '|', instruction_repr)
+
+        return instruction_repr
+
+    def _create_msg_part(self, instruction, tok=None, line=None):
+        dec = self._decorate_jump_target
+        if line is None or line in (self.BIG_LINE_INT, self.SMALL_LINE_INT):
+            line = self.op_offset_to_line[instruction.offset]
+
+        argrepr = instruction.argrepr
+        if isinstance(argrepr, str) and argrepr.startswith('NULL + '):
+            argrepr = argrepr[7:]
+        return _MsgPart(
+            line, tok if tok is not None else dec(instruction, argrepr))
+
+    def _next_instruction_to_str(self, line_to_contents):
+        # indent = ''
+        # if self.level > 0:
+        #     indent += '    ' * self.level
+        # print(indent, 'handle', self.instructions[0])
+
+        if self.instructions:
+            ret = self._lookahead()
+            if ret:
+                return ret
+
+        msg = self._create_msg_part
+
+        instruction = self.instructions.pop(0)
+
+        if instruction.opname in 'RESUME':
+            return None
+
+        if instruction.opname in ('LOAD_GLOBAL', 'LOAD_FAST', 'LOAD_CONST', 'LOAD_NAME'):
+            next_instruction = self.instructions[0]
+            if next_instruction.opname in ('STORE_FAST', 'STORE_NAME'):
+                self.instructions.pop(0)
+                return (
+                    msg(next_instruction),
+                    msg(next_instruction, ' = '),
+                    msg(instruction))
+
+            if next_instruction.opname == 'RETURN_VALUE':
+                self.instructions.pop(0)
+                return (msg(instruction, 'return ', line=self.min_line(instruction)), msg(instruction))
+
+            if next_instruction.opname == 'RAISE_VARARGS' and next_instruction.argval == 1:
+                self.instructions.pop(0)
+                return (msg(instruction, 'raise ', line=self.min_line(instruction)), msg(instruction))
+
+        if instruction.opname == 'LOAD_CONST':
+            if inspect.iscode(instruction.argval):
+
+                code_line_to_contents = _Disassembler(
+                    instruction.argval, self.firstlineno, self.level + 1
+                ).build_line_to_contents()
+
+                for contents in code_line_to_contents.values():
+                    contents.insert(0, '    ')
+                for line, contents in code_line_to_contents.items():
+                    line_to_contents.setdefault(line, []).extend(contents)
+                return msg(instruction, 'LOAD_CONST(code)')
+
+        if instruction.opname == 'RAISE_VARARGS':
+            if instruction.argval == 0:
+                return msg(instruction, 'raise')
+
+        if instruction.opname == 'SETUP_FINALLY':
+            return msg(instruction, ('try(', instruction.argrepr, '):'))
+
+        if instruction.argrepr:
+            return msg(instruction, (instruction.opname, '(', instruction.argrepr, ')'))
+
+        if instruction.argval:
+            return msg(instruction, '%s{%s}' % (instruction.opname, instruction.argval,))
+
+        return msg(instruction, instruction.opname)
+
+    def build_line_to_contents(self):
+        # print('----')
+        # for instruction in self.instructions:
+        #     print(instruction)
+        # print('----\n\n')
+
+        line_to_contents = {}
+
+        instructions = self.instructions
+        while instructions:
+            s = self._next_instruction_to_str(line_to_contents)
+            if s is RESTART_FROM_LOOKAHEAD:
+                continue
+            if s is None:
+                continue
+
+            _MsgPart.add_to_line_to_contents(s, line_to_contents)
+            m = self.max_line(s)
+            if m != self.SMALL_LINE_INT:
+                line_to_contents.setdefault(m, []).append(SEPARATOR)
+        return line_to_contents
+
+    def disassemble(self):
+        line_to_contents = self.build_line_to_contents()
+        stream = StringIO()
+        last_line = 0
+        show_lines = False
+        for line, contents in sorted(line_to_contents.items()):
+            while last_line < line - 1:
+                if show_lines:
+                    stream.write('%s.\n' % (last_line + 1,))
+                else:
+                    stream.write('\n')
+                last_line += 1
+
+            if show_lines:
+                stream.write('%s. ' % (line,))
+
+            for i, content in enumerate(contents):
+                if content == SEPARATOR:
+                    if i != len(contents) - 1:
+                        stream.write(', ')
+                else:
+                    stream.write(content)
+
+            stream.write('\n')
+
+            last_line = line
+
+        return stream.getvalue()
+
+
+def code_to_bytecode_representation(co, use_func_first_line=False):
+    '''
+    A simple disassemble of bytecode.
+
+    It does not attempt to provide the full Python source code, rather, it provides a low-level
+    representation of the bytecode, respecting the lines (so, its target is making the bytecode
+    easier to grasp and not providing the original source code).
+
+    Note that it does show jump locations/targets and converts some common bytecode constructs to
+    Python code to make it a bit easier to understand.
+    '''
+    # Reference for bytecodes:
+    # https://docs.python.org/3/library/dis.html
+    if use_func_first_line:
+        firstlineno = co.co_firstlineno
+    else:
+        firstlineno = 0
+
+    return _Disassembler(co, firstlineno).disassemble()
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_comm.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_comm.py
new file mode 100644
index 0000000..930adda
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_comm.py
@@ -0,0 +1,1822 @@
+''' pydevd - a debugging daemon
+This is the daemon you launch for python remote debugging.
+
+Protocol:
+each command has a format:
+    id\tsequence-num\ttext
+    id: protocol command number
+    sequence-num: each request has a sequence number. Sequence numbers
+    originating at the debugger are odd, sequence numbers originating
+    at the daemon are even. Every response uses the same sequence number
+    as the request.
+    payload: it is protocol dependent. When response is a complex structure, it
+    is returned as XML. Each attribute value is urlencoded, and then the whole
+    payload is urlencoded again to prevent stray characters corrupting protocol/xml encodings
+
+    Commands:
+
+    NUMBER   NAME                     FROM*     ARGUMENTS                     RESPONSE      NOTE
+100 series: program execution
+    101      RUN                      JAVA      -                             -
+    102      LIST_THREADS             JAVA                                    RETURN with XML listing of all threads
+    103      THREAD_CREATE            PYDB      -                             XML with thread information
+    104      THREAD_KILL              JAVA      id (or * to exit)             kills the thread
+                                      PYDB      id                            nofies JAVA that thread was killed
+    105      THREAD_SUSPEND           JAVA      XML of the stack,             suspends the thread
+                                                reason for suspension
+                                      PYDB      id                            notifies JAVA that thread was suspended
+
+    106      CMD_THREAD_RUN           JAVA      id                            resume the thread
+                                      PYDB      id \t reason                  notifies JAVA that thread was resumed
+
+    107      STEP_INTO                JAVA      thread_id
+    108      STEP_OVER                JAVA      thread_id
+    109      STEP_RETURN              JAVA      thread_id
+
+    110      GET_VARIABLE             JAVA      thread_id \t frame_id \t      GET_VARIABLE with XML of var content
+                                                FRAME|GLOBAL \t attributes*
+
+    111      SET_BREAK                JAVA      file/line of the breakpoint
+    112      REMOVE_BREAK             JAVA      file/line of the return
+    113      CMD_EVALUATE_EXPRESSION  JAVA      expression                    result of evaluating the expression
+    114      CMD_GET_FRAME            JAVA                                    request for frame contents
+    115      CMD_EXEC_EXPRESSION      JAVA
+    116      CMD_WRITE_TO_CONSOLE     PYDB
+    117      CMD_CHANGE_VARIABLE
+    118      CMD_RUN_TO_LINE
+    119      CMD_RELOAD_CODE
+    120      CMD_GET_COMPLETIONS      JAVA
+
+    200      CMD_REDIRECT_OUTPUT      JAVA      streams to redirect as string -
+                                                'STDOUT' (redirect only STDOUT)
+                                                'STDERR' (redirect only STDERR)
+                                                'STDOUT STDERR' (redirect both streams)
+
+500 series diagnostics/ok
+    501      VERSION                  either      Version string (1.0)        Currently just used at startup
+    502      RETURN                   either      Depends on caller    -
+
+900 series: errors
+    901      ERROR                    either      -                           This is reserved for unexpected errors.
+
+    * JAVA - remote debugger, the java end
+    * PYDB - pydevd, the python end
+'''
+
+import linecache
+import os
+
+from _pydev_bundle.pydev_imports import _queue
+from _pydev_bundle._pydev_saved_modules import time
+from _pydev_bundle._pydev_saved_modules import threading
+from _pydev_bundle._pydev_saved_modules import socket as socket_module
+from _pydevd_bundle.pydevd_constants import (DebugInfoHolder, IS_WINDOWS, IS_JYTHON,
+    IS_PY36_OR_GREATER, STATE_RUN, ASYNC_EVAL_TIMEOUT_SEC,
+    get_global_debugger, GetGlobalDebugger, set_global_debugger,  # Keep for backward compatibility @UnusedImport
+    silence_warnings_decorator, filter_all_warnings)
+from _pydev_bundle.pydev_override import overrides
+import weakref
+from _pydev_bundle._pydev_completer import extract_token_and_qualifier
+from _pydevd_bundle._debug_adapter.pydevd_schema import VariablesResponseBody, \
+    SetVariableResponseBody, StepInTarget, StepInTargetsResponseBody
+from _pydevd_bundle._debug_adapter import pydevd_base_schema, pydevd_schema
+from _pydevd_bundle.pydevd_net_command import NetCommand
+from _pydevd_bundle.pydevd_xml import ExceptionOnEvaluate
+from _pydevd_bundle.pydevd_constants import ForkSafeLock, NULL
+from _pydevd_bundle.pydevd_daemon_thread import PyDBDaemonThread
+from _pydevd_bundle.pydevd_thread_lifecycle import pydevd_find_thread_by_id, resume_threads
+from _pydevd_bundle.pydevd_dont_trace_files import PYDEV_FILE
+import dis
+from _pydevd_bundle.pydevd_frame_utils import create_frames_list_from_exception_cause
+import pydevd_file_utils
+import itertools
+from urllib.parse import quote_plus, unquote_plus
+import pydevconsole
+from _pydevd_bundle import pydevd_vars, pydevd_io, pydevd_reload
+from _pydevd_bundle import pydevd_bytecode_utils
+from _pydevd_bundle import pydevd_xml
+from _pydevd_bundle import pydevd_vm_type
+import sys
+import traceback
+from _pydevd_bundle.pydevd_utils import quote_smart as quote, compare_object_attrs_key, \
+    notify_about_gevent_if_needed, isinstance_checked, ScopeRequest, getattr_checked, Timer
+from _pydev_bundle import pydev_log, fsnotify
+from _pydev_bundle.pydev_log import exception as pydev_log_exception
+from _pydev_bundle import _pydev_completer
+
+from pydevd_tracing import get_exception_traceback_str
+from _pydevd_bundle import pydevd_console
+from _pydev_bundle.pydev_monkey import disable_trace_thread_modules, enable_trace_thread_modules
+from io import StringIO
+
+# CMD_XXX constants imported for backward compatibility
+from _pydevd_bundle.pydevd_comm_constants import *  # @UnusedWildImport
+
+# Socket import aliases:
+AF_INET, SOCK_STREAM, SHUT_WR, SOL_SOCKET, SO_REUSEADDR, IPPROTO_TCP, socket = (
+    socket_module.AF_INET,
+    socket_module.SOCK_STREAM,
+    socket_module.SHUT_WR,
+    socket_module.SOL_SOCKET,
+    socket_module.SO_REUSEADDR,
+    socket_module.IPPROTO_TCP,
+    socket_module.socket,
+)
+
+if IS_WINDOWS and not IS_JYTHON:
+    SO_EXCLUSIVEADDRUSE = socket_module.SO_EXCLUSIVEADDRUSE
+
+
+class ReaderThread(PyDBDaemonThread):
+    ''' reader thread reads and dispatches commands in an infinite loop '''
+
+    def __init__(self, sock, py_db, PyDevJsonCommandProcessor, process_net_command, terminate_on_socket_close=True):
+        assert sock is not None
+        PyDBDaemonThread.__init__(self, py_db)
+        self.__terminate_on_socket_close = terminate_on_socket_close
+
+        self.sock = sock
+        self._buffer = b''
+        self.name = "pydevd.Reader"
+        self.process_net_command = process_net_command
+        self.process_net_command_json = PyDevJsonCommandProcessor(self._from_json).process_net_command_json
+
+    def _from_json(self, json_msg, update_ids_from_dap=False):
+        return pydevd_base_schema.from_json(json_msg, update_ids_from_dap, on_dict_loaded=self._on_dict_loaded)
+
+    def _on_dict_loaded(self, dct):
+        for listener in self.py_db.dap_messages_listeners:
+            listener.after_receive(dct)
+
+    @overrides(PyDBDaemonThread.do_kill_pydev_thread)
+    def do_kill_pydev_thread(self):
+        PyDBDaemonThread.do_kill_pydev_thread(self)
+        # Note that we no longer shutdown the reader, just the writer. The idea is that we shutdown
+        # the writer to send that the communication has finished, then, the client will shutdown its
+        # own writer when it receives an empty read, at which point this reader will also shutdown.
+
+        # That way, we can *almost* guarantee that all messages have been properly sent -- it's not
+        # completely guaranteed because it's possible that the process exits before the whole
+        # message was sent as having this thread alive won't stop the process from exiting -- we
+        # have a timeout when exiting the process waiting for this thread to finish -- see:
+        # PyDB.dispose_and_kill_all_pydevd_threads()).
+
+        # try:
+        #    self.sock.shutdown(SHUT_RD)
+        # except:
+        #    pass
+        # try:
+        #    self.sock.close()
+        # except:
+        #    pass
+
+    def _read(self, size):
+        while True:
+            buffer_len = len(self._buffer)
+            if buffer_len == size:
+                ret = self._buffer
+                self._buffer = b''
+                return ret
+
+            if buffer_len > size:
+                ret = self._buffer[:size]
+                self._buffer = self._buffer[size:]
+                return ret
+
+            try:
+                r = self.sock.recv(max(size - buffer_len, 1024))
+            except OSError:
+                return b''
+            if not r:
+                return b''
+            self._buffer += r
+
+    def _read_line(self):
+        while True:
+            i = self._buffer.find(b'\n')
+            if i != -1:
+                i += 1  # Add the newline to the return
+                ret = self._buffer[:i]
+                self._buffer = self._buffer[i:]
+                return ret
+            else:
+                try:
+                    r = self.sock.recv(1024)
+                except OSError:
+                    return b''
+                if not r:
+                    return b''
+                self._buffer += r
+
+    @overrides(PyDBDaemonThread._on_run)
+    def _on_run(self):
+        try:
+            content_len = -1
+
+            while True:
+                # i.e.: even if we received a kill, we should only exit the ReaderThread when the
+                # client itself closes the connection (although on kill received we stop actually
+                # processing anything read).
+                try:
+                    notify_about_gevent_if_needed()
+                    line = self._read_line()
+
+                    if len(line) == 0:
+                        pydev_log.debug('ReaderThread: empty contents received (len(line) == 0).')
+                        self._terminate_on_socket_close()
+                        return  # Finished communication.
+
+                    if self._kill_received:
+                        continue
+
+                    if line.startswith(b'Content-Length:'):
+                        content_len = int(line.strip().split(b':', 1)[1])
+                        continue
+
+                    if content_len != -1:
+                        # If we previously received a content length, read until a '\r\n'.
+                        if line == b'\r\n':
+                            json_contents = self._read(content_len)
+
+                            content_len = -1
+
+                            if len(json_contents) == 0:
+                                pydev_log.debug('ReaderThread: empty contents received (len(json_contents) == 0).')
+                                self._terminate_on_socket_close()
+                                return  # Finished communication.
+
+                            if self._kill_received:
+                                continue
+
+                            # We just received a json message, let's process it.
+                            self.process_net_command_json(self.py_db, json_contents)
+
+                        continue
+                    else:
+                        # No content len, regular line-based protocol message (remove trailing new-line).
+                        if line.endswith(b'\n\n'):
+                            line = line[:-2]
+
+                        elif line.endswith(b'\n'):
+                            line = line[:-1]
+
+                        elif line.endswith(b'\r'):
+                            line = line[:-1]
+                except:
+                    if not self._kill_received:
+                        pydev_log_exception()
+                        self._terminate_on_socket_close()
+                    return  # Finished communication.
+
+                # Note: the java backend is always expected to pass utf-8 encoded strings. We now work with str
+                # internally and thus, we may need to convert to the actual encoding where needed (i.e.: filenames
+                # on python 2 may need to be converted to the filesystem encoding).
+                if hasattr(line, 'decode'):
+                    line = line.decode('utf-8')
+
+                if DebugInfoHolder.DEBUG_RECORD_SOCKET_READS:
+                    pydev_log.critical(u'debugger: received >>%s<<\n' % (line,))
+
+                args = line.split(u'\t', 2)
+                try:
+                    cmd_id = int(args[0])
+                    pydev_log.debug('Received command: %s %s\n' % (ID_TO_MEANING.get(str(cmd_id), '???'), line,))
+                    self.process_command(cmd_id, int(args[1]), args[2])
+                except:
+                    if sys is not None and pydev_log_exception is not None:  # Could happen at interpreter shutdown
+                        pydev_log_exception("Can't process net command: %s.", line)
+
+        except:
+            if not self._kill_received:
+                if sys is not None and pydev_log_exception is not None:  # Could happen at interpreter shutdown
+                    pydev_log_exception()
+
+            self._terminate_on_socket_close()
+        finally:
+            pydev_log.debug('ReaderThread: exit')
+
+    def _terminate_on_socket_close(self):
+        if self.__terminate_on_socket_close:
+            self.py_db.dispose_and_kill_all_pydevd_threads()
+
+    def process_command(self, cmd_id, seq, text):
+        self.process_net_command(self.py_db, cmd_id, seq, text)
+
+
+class FSNotifyThread(PyDBDaemonThread):
+
+    def __init__(self, py_db, api, watch_dirs):
+        PyDBDaemonThread.__init__(self, py_db)
+        self.api = api
+        self.name = "pydevd.FSNotifyThread"
+        self.watcher = fsnotify.Watcher()
+        self.watch_dirs = watch_dirs
+
+    @overrides(PyDBDaemonThread._on_run)
+    def _on_run(self):
+        try:
+            pydev_log.info('Watching directories for code reload:\n---\n%s\n---' % ('\n'.join(sorted(self.watch_dirs))))
+
+            # i.e.: The first call to set_tracked_paths will do a full scan, so, do it in the thread
+            # too (after everything is configured).
+            self.watcher.set_tracked_paths(self.watch_dirs)
+            while not self._kill_received:
+                for change_enum, change_path in self.watcher.iter_changes():
+                    # We're only interested in modified events
+                    if change_enum == fsnotify.Change.modified:
+                        pydev_log.info('Modified: %s', change_path)
+                        self.api.request_reload_code(self.py_db, -1, None, change_path)
+                    else:
+                        pydev_log.info('Ignored (add or remove) change in: %s', change_path)
+        except:
+            pydev_log.exception('Error when waiting for filesystem changes in FSNotifyThread.')
+
+    @overrides(PyDBDaemonThread.do_kill_pydev_thread)
+    def do_kill_pydev_thread(self):
+        self.watcher.dispose()
+        PyDBDaemonThread.do_kill_pydev_thread(self)
+
+
+class WriterThread(PyDBDaemonThread):
+    ''' writer thread writes out the commands in an infinite loop '''
+
+    def __init__(self, sock, py_db, terminate_on_socket_close=True):
+        PyDBDaemonThread.__init__(self, py_db)
+        self.sock = sock
+        self.__terminate_on_socket_close = terminate_on_socket_close
+        self.name = "pydevd.Writer"
+        self._cmd_queue = _queue.Queue()
+        if pydevd_vm_type.get_vm_type() == 'python':
+            self.timeout = 0
+        else:
+            self.timeout = 0.1
+
+    def add_command(self, cmd):
+        ''' cmd is NetCommand '''
+        if not self._kill_received:  # we don't take new data after everybody die
+            self._cmd_queue.put(cmd, False)
+
+    @overrides(PyDBDaemonThread._on_run)
+    def _on_run(self):
+        ''' just loop and write responses '''
+
+        try:
+            while True:
+                try:
+                    try:
+                        cmd = self._cmd_queue.get(True, 0.1)
+                    except _queue.Empty:
+                        if self._kill_received:
+                            pydev_log.debug('WriterThread: kill_received (sock.shutdown(SHUT_WR))')
+                            try:
+                                self.sock.shutdown(SHUT_WR)
+                            except:
+                                pass
+                            # Note: don't close the socket, just send the shutdown,
+                            # then, when no data is received on the reader, it can close
+                            # the socket.
+                            # See: https://blog.netherlabs.nl/articles/2009/01/18/the-ultimate-so_linger-page-or-why-is-my-tcp-not-reliable
+
+                            # try:
+                            #     self.sock.close()
+                            # except:
+                            #     pass
+
+                            return  # break if queue is empty and _kill_received
+                        else:
+                            continue
+                except:
+                    # pydev_log.info('Finishing debug communication...(1)')
+                    # when liberating the thread here, we could have errors because we were shutting down
+                    # but the thread was still not liberated
+                    return
+
+                if cmd.as_dict is not None:
+                    for listener in self.py_db.dap_messages_listeners:
+                        listener.before_send(cmd.as_dict)
+
+                notify_about_gevent_if_needed()
+                cmd.send(self.sock)
+
+                if cmd.id == CMD_EXIT:
+                    pydev_log.debug('WriterThread: CMD_EXIT received')
+                    break
+                if time is None:
+                    break  # interpreter shutdown
+                time.sleep(self.timeout)
+        except Exception:
+            if self.__terminate_on_socket_close:
+                self.py_db.dispose_and_kill_all_pydevd_threads()
+                if DebugInfoHolder.DEBUG_TRACE_LEVEL > 0:
+                    pydev_log_exception()
+        finally:
+            pydev_log.debug('WriterThread: exit')
+
+    def empty(self):
+        return self._cmd_queue.empty()
+
+    @overrides(PyDBDaemonThread.do_kill_pydev_thread)
+    def do_kill_pydev_thread(self):
+        if not self._kill_received:
+            # Add command before setting the kill flag (otherwise the command may not be added).
+            exit_cmd = self.py_db.cmd_factory.make_exit_command(self.py_db)
+            self.add_command(exit_cmd)
+
+        PyDBDaemonThread.do_kill_pydev_thread(self)
+
+
+def create_server_socket(host, port):
+    try:
+        server = socket(AF_INET, SOCK_STREAM, IPPROTO_TCP)
+        if IS_WINDOWS and not IS_JYTHON:
+            server.setsockopt(SOL_SOCKET, SO_EXCLUSIVEADDRUSE, 1)
+        else:
+            server.setsockopt(SOL_SOCKET, SO_REUSEADDR, 1)
+
+        server.bind((host, port))
+        server.settimeout(None)
+    except Exception:
+        server.close()
+        raise
+
+    return server
+
+
+def start_server(port):
+    ''' binds to a port, waits for the debugger to connect '''
+    s = create_server_socket(host='', port=port)
+
+    try:
+        s.listen(1)
+        new_socket, _addr = s.accept()
+        pydev_log.info("Connection accepted")
+        # closing server socket is not necessary but we don't need it
+        s.close()
+        return new_socket
+    except:
+        pydev_log.exception("Could not bind to port: %s\n", port)
+        raise
+
+
+def start_client(host, port):
+    ''' connects to a host/port '''
+    pydev_log.info("Connecting to %s:%s", host, port)
+
+    s = socket(AF_INET, SOCK_STREAM)
+
+    #  Set TCP keepalive on an open socket.
+    #  It activates after 1 second (TCP_KEEPIDLE,) of idleness,
+    #  then sends a keepalive ping once every 3 seconds (TCP_KEEPINTVL),
+    #  and closes the connection after 5 failed ping (TCP_KEEPCNT), or 15 seconds
+    try:
+        s.setsockopt(SOL_SOCKET, socket_module.SO_KEEPALIVE, 1)
+    except (AttributeError, OSError):
+        pass  # May not be available everywhere.
+    try:
+        s.setsockopt(socket_module.IPPROTO_TCP, socket_module.TCP_KEEPIDLE, 1)
+    except (AttributeError, OSError):
+        pass  # May not be available everywhere.
+    try:
+        s.setsockopt(socket_module.IPPROTO_TCP, socket_module.TCP_KEEPINTVL, 3)
+    except (AttributeError, OSError):
+        pass  # May not be available everywhere.
+    try:
+        s.setsockopt(socket_module.IPPROTO_TCP, socket_module.TCP_KEEPCNT, 5)
+    except (AttributeError, OSError):
+        pass  # May not be available everywhere.
+
+    try:
+        # 10 seconds default timeout
+        timeout = int(os.environ.get('PYDEVD_CONNECT_TIMEOUT', 10))
+        s.settimeout(timeout)
+        s.connect((host, port))
+        s.settimeout(None)  # no timeout after connected
+        pydev_log.info("Connected.")
+        return s
+    except:
+        pydev_log.exception("Could not connect to %s: %s", host, port)
+        raise
+
+
+INTERNAL_TERMINATE_THREAD = 1
+INTERNAL_SUSPEND_THREAD = 2
+
+
+class InternalThreadCommand(object):
+    ''' internal commands are generated/executed by the debugger.
+
+    The reason for their existence is that some commands have to be executed
+    on specific threads. These are the InternalThreadCommands that get
+    get posted to PyDB.
+    '''
+
+    def __init__(self, thread_id, method=None, *args, **kwargs):
+        self.thread_id = thread_id
+        self.method = method
+        self.args = args
+        self.kwargs = kwargs
+
+    def can_be_executed_by(self, thread_id):
+        '''By default, it must be in the same thread to be executed
+        '''
+        return self.thread_id == thread_id or self.thread_id.endswith('|' + thread_id)
+
+    def do_it(self, dbg):
+        try:
+            if self.method is not None:
+                self.method(dbg, *self.args, **self.kwargs)
+            else:
+                raise NotImplementedError("you have to override do_it")
+        finally:
+            self.args = None
+            self.kwargs = None
+
+    def __str__(self):
+        return 'InternalThreadCommands(%s, %s, %s)' % (self.method, self.args, self.kwargs)
+
+    __repr__ = __str__
+
+
+class InternalThreadCommandForAnyThread(InternalThreadCommand):
+
+    def __init__(self, thread_id, method=None, *args, **kwargs):
+        assert thread_id == '*'
+
+        InternalThreadCommand.__init__(self, thread_id, method, *args, **kwargs)
+
+        self.executed = False
+        self.lock = ForkSafeLock()
+
+    def can_be_executed_by(self, thread_id):
+        return True  # Can be executed by any thread.
+
+    def do_it(self, dbg):
+        with self.lock:
+            if self.executed:
+                return
+            self.executed = True
+
+        InternalThreadCommand.do_it(self, dbg)
+
+
+def _send_io_message(py_db, s):
+    cmd = py_db.cmd_factory.make_io_message(s, 2)
+    if py_db.writer is not None:
+        py_db.writer.add_command(cmd)
+
+
+def internal_reload_code(dbg, seq, module_name, filename):
+    try:
+        found_module_to_reload = False
+        if module_name is not None:
+            module_name = module_name
+            if module_name not in sys.modules:
+                if '.' in module_name:
+                    new_module_name = module_name.split('.')[-1]
+                    if new_module_name in sys.modules:
+                        module_name = new_module_name
+
+        modules_to_reload = {}
+        module = sys.modules.get(module_name)
+        if module is not None:
+            modules_to_reload[id(module)] = (module, module_name)
+
+        if filename:
+            filename = pydevd_file_utils.normcase(filename)
+            for module_name, module in sys.modules.copy().items():
+                f = getattr_checked(module, '__file__')
+                if f is not None:
+                    if f.endswith(('.pyc', '.pyo')):
+                        f = f[:-1]
+
+                    if pydevd_file_utils.normcase(f) == filename:
+                        modules_to_reload[id(module)] = (module, module_name)
+
+        if not modules_to_reload:
+            if filename and module_name:
+                _send_io_message(dbg, 'code reload: Unable to find module %s to reload for path: %s\n' % (module_name, filename))
+            elif filename:
+                _send_io_message(dbg, 'code reload: Unable to find module to reload for path: %s\n' % (filename,))
+            elif module_name:
+                _send_io_message(dbg, 'code reload: Unable to find module to reload: %s\n' % (module_name,))
+
+        else:
+            # Too much info...
+            # _send_io_message(dbg, 'code reload: This usually means you are trying to reload the __main__ module (which cannot be reloaded).\n')
+            for module, module_name in modules_to_reload.values():
+                _send_io_message(dbg, 'code reload: Start reloading module: "' + module_name + '" ... \n')
+                found_module_to_reload = True
+
+                if pydevd_reload.xreload(module):
+                    _send_io_message(dbg, 'code reload: reload finished\n')
+                else:
+                    _send_io_message(dbg, 'code reload: reload finished without applying any change\n')
+
+        cmd = dbg.cmd_factory.make_reloaded_code_message(seq, found_module_to_reload)
+        dbg.writer.add_command(cmd)
+    except:
+        pydev_log.exception('Error reloading code')
+
+
+class InternalGetThreadStack(InternalThreadCommand):
+    '''
+    This command will either wait for a given thread to be paused to get its stack or will provide
+    it anyways after a timeout (in which case the stack will be gotten but local variables won't
+    be available and it'll not be possible to interact with the frame as it's not actually
+    stopped in a breakpoint).
+    '''
+
+    def __init__(self, seq, thread_id, py_db, set_additional_thread_info, fmt, timeout=.5, start_frame=0, levels=0):
+        InternalThreadCommand.__init__(self, thread_id)
+        self._py_db = weakref.ref(py_db)
+        self._timeout = time.time() + timeout
+        self.seq = seq
+        self._cmd = None
+        self._fmt = fmt
+        self._start_frame = start_frame
+        self._levels = levels
+
+        # Note: receives set_additional_thread_info to avoid a circular import
+        # in this module.
+        self._set_additional_thread_info = set_additional_thread_info
+
+    @overrides(InternalThreadCommand.can_be_executed_by)
+    def can_be_executed_by(self, _thread_id):
+        timed_out = time.time() >= self._timeout
+
+        py_db = self._py_db()
+        t = pydevd_find_thread_by_id(self.thread_id)
+        frame = None
+        if t and not getattr(t, 'pydev_do_not_trace', None):
+            additional_info = self._set_additional_thread_info(t)
+            frame = additional_info.get_topmost_frame(t)
+        try:
+            self._cmd = py_db.cmd_factory.make_get_thread_stack_message(
+                py_db, self.seq, self.thread_id, frame, self._fmt, must_be_suspended=not timed_out, start_frame=self._start_frame, levels=self._levels)
+        finally:
+            frame = None
+            t = None
+
+        return self._cmd is not None or timed_out
+
+    @overrides(InternalThreadCommand.do_it)
+    def do_it(self, dbg):
+        if self._cmd is not None:
+            dbg.writer.add_command(self._cmd)
+            self._cmd = None
+
+
+def internal_step_in_thread(py_db, thread_id, cmd_id, set_additional_thread_info):
+    thread_to_step = pydevd_find_thread_by_id(thread_id)
+    if thread_to_step:
+        info = set_additional_thread_info(thread_to_step)
+        info.pydev_original_step_cmd = cmd_id
+        info.pydev_step_cmd = cmd_id
+        info.pydev_step_stop = None
+        info.pydev_state = STATE_RUN
+
+    if py_db.stepping_resumes_all_threads:
+        resume_threads('*', except_thread=thread_to_step)
+
+
+def internal_smart_step_into(py_db, thread_id, offset, child_offset, set_additional_thread_info):
+    thread_to_step = pydevd_find_thread_by_id(thread_id)
+    if thread_to_step:
+        info = set_additional_thread_info(thread_to_step)
+        info.pydev_original_step_cmd = CMD_SMART_STEP_INTO
+        info.pydev_step_cmd = CMD_SMART_STEP_INTO
+        info.pydev_step_stop = None
+        info.pydev_smart_parent_offset = int(offset)
+        info.pydev_smart_child_offset = int(child_offset)
+        info.pydev_state = STATE_RUN
+
+    if py_db.stepping_resumes_all_threads:
+        resume_threads('*', except_thread=thread_to_step)
+
+
+class InternalSetNextStatementThread(InternalThreadCommand):
+
+    def __init__(self, thread_id, cmd_id, line, func_name, seq=0):
+        '''
+        cmd_id may actually be one of:
+
+        CMD_RUN_TO_LINE
+        CMD_SET_NEXT_STATEMENT
+        CMD_SMART_STEP_INTO
+        '''
+        self.thread_id = thread_id
+        self.cmd_id = cmd_id
+        self.line = line
+        self.seq = seq
+
+        self.func_name = func_name
+
+    def do_it(self, dbg):
+        t = pydevd_find_thread_by_id(self.thread_id)
+        if t:
+            info = t.additional_info
+            info.pydev_original_step_cmd = self.cmd_id
+            info.pydev_step_cmd = self.cmd_id
+            info.pydev_step_stop = None
+            info.pydev_next_line = int(self.line)
+            info.pydev_func_name = self.func_name
+            info.pydev_message = str(self.seq)
+            info.pydev_smart_parent_offset = -1
+            info.pydev_smart_child_offset = -1
+            info.pydev_state = STATE_RUN
+
+
+@silence_warnings_decorator
+def internal_get_variable_json(py_db, request):
+    '''
+        :param VariablesRequest request:
+    '''
+    arguments = request.arguments  # : :type arguments: VariablesArguments
+    variables_reference = arguments.variablesReference
+    scope = None
+    if isinstance_checked(variables_reference, ScopeRequest):
+        scope = variables_reference
+        variables_reference = variables_reference.variable_reference
+
+    fmt = arguments.format
+    if hasattr(fmt, 'to_dict'):
+        fmt = fmt.to_dict()
+
+    variables = []
+    try:
+        try:
+            variable = py_db.suspended_frames_manager.get_variable(variables_reference)
+        except KeyError:
+            pass
+        else:
+            for child_var in variable.get_children_variables(fmt=fmt, scope=scope):
+                variables.append(child_var.get_var_data(fmt=fmt))
+    except:
+        try:
+            exc, exc_type, tb = sys.exc_info()
+            err = ''.join(traceback.format_exception(exc, exc_type, tb))
+            variables = [{
+                'name': '<error>',
+                'value': err,
+                'type': '<error>',
+                'variablesReference': 0
+            }]
+        except:
+            err = '<Internal error - unable to get traceback when getting variables>'
+            pydev_log.exception(err)
+            variables = []
+
+    body = VariablesResponseBody(variables)
+    variables_response = pydevd_base_schema.build_response(request, kwargs={'body':body})
+    py_db.writer.add_command(NetCommand(CMD_RETURN, 0, variables_response, is_json=True))
+
+
+class InternalGetVariable(InternalThreadCommand):
+    ''' gets the value of a variable '''
+
+    def __init__(self, seq, thread_id, frame_id, scope, attrs):
+        self.sequence = seq
+        self.thread_id = thread_id
+        self.frame_id = frame_id
+        self.scope = scope
+        self.attributes = attrs
+
+    @silence_warnings_decorator
+    def do_it(self, dbg):
+        ''' Converts request into python variable '''
+        try:
+            xml = StringIO()
+            xml.write("<xml>")
+            type_name, val_dict = pydevd_vars.resolve_compound_variable_fields(
+                dbg, self.thread_id, self.frame_id, self.scope, self.attributes)
+            if val_dict is None:
+                val_dict = {}
+
+            # assume properly ordered if resolver returns 'OrderedDict'
+            # check type as string to support OrderedDict backport for older Python
+            keys = list(val_dict)
+            if not (type_name == "OrderedDict" or val_dict.__class__.__name__ == "OrderedDict" or IS_PY36_OR_GREATER):
+                keys = sorted(keys, key=compare_object_attrs_key)
+
+            timer = Timer()
+            for k in keys:
+                val = val_dict[k]
+                evaluate_full_value = pydevd_xml.should_evaluate_full_value(val)
+                xml.write(pydevd_xml.var_to_xml(val, k, evaluate_full_value=evaluate_full_value))
+                timer.report_if_compute_repr_attr_slow(self.attributes, k, type(val))
+
+            xml.write("</xml>")
+            cmd = dbg.cmd_factory.make_get_variable_message(self.sequence, xml.getvalue())
+            xml.close()
+            dbg.writer.add_command(cmd)
+        except Exception:
+            cmd = dbg.cmd_factory.make_error_message(
+                self.sequence, "Error resolving variables %s" % (get_exception_traceback_str(),))
+            dbg.writer.add_command(cmd)
+
+
+class InternalGetArray(InternalThreadCommand):
+
+    def __init__(self, seq, roffset, coffset, rows, cols, format, thread_id, frame_id, scope, attrs):
+        self.sequence = seq
+        self.thread_id = thread_id
+        self.frame_id = frame_id
+        self.scope = scope
+        self.name = attrs.split("\t")[-1]
+        self.attrs = attrs
+        self.roffset = int(roffset)
+        self.coffset = int(coffset)
+        self.rows = int(rows)
+        self.cols = int(cols)
+        self.format = format
+
+    def do_it(self, dbg):
+        try:
+            frame = dbg.find_frame(self.thread_id, self.frame_id)
+            var = pydevd_vars.eval_in_context(self.name, frame.f_globals, frame.f_locals, py_db=dbg)
+            xml = pydevd_vars.table_like_struct_to_xml(var, self.name, self.roffset, self.coffset, self.rows, self.cols, self.format)
+            cmd = dbg.cmd_factory.make_get_array_message(self.sequence, xml)
+            dbg.writer.add_command(cmd)
+        except:
+            cmd = dbg.cmd_factory.make_error_message(self.sequence, "Error resolving array: " + get_exception_traceback_str())
+            dbg.writer.add_command(cmd)
+
+
+def internal_change_variable(dbg, seq, thread_id, frame_id, scope, attr, value):
+    ''' Changes the value of a variable '''
+    try:
+        frame = dbg.find_frame(thread_id, frame_id)
+        if frame is not None:
+            result = pydevd_vars.change_attr_expression(frame, attr, value, dbg)
+        else:
+            result = None
+        xml = "<xml>"
+        xml += pydevd_xml.var_to_xml(result, "")
+        xml += "</xml>"
+        cmd = dbg.cmd_factory.make_variable_changed_message(seq, xml)
+        dbg.writer.add_command(cmd)
+    except Exception:
+        cmd = dbg.cmd_factory.make_error_message(seq, "Error changing variable attr:%s expression:%s traceback:%s" % (attr, value, get_exception_traceback_str()))
+        dbg.writer.add_command(cmd)
+
+
+def internal_change_variable_json(py_db, request):
+    '''
+    The pydevd_vars.change_attr_expression(thread_id, frame_id, attr, value, dbg) can only
+    deal with changing at a frame level, so, currently changing the contents of something
+    in a different scope is currently not supported.
+
+    :param SetVariableRequest request:
+    '''
+    # : :type arguments: SetVariableArguments
+    arguments = request.arguments
+    variables_reference = arguments.variablesReference
+    scope = None
+    if isinstance_checked(variables_reference, ScopeRequest):
+        scope = variables_reference
+        variables_reference = variables_reference.variable_reference
+
+    fmt = arguments.format
+    if hasattr(fmt, 'to_dict'):
+        fmt = fmt.to_dict()
+
+    try:
+        variable = py_db.suspended_frames_manager.get_variable(variables_reference)
+    except KeyError:
+        variable = None
+
+    if variable is None:
+        _write_variable_response(
+            py_db, request, value='', success=False, message='Unable to find variable container to change: %s.' % (variables_reference,))
+        return
+
+    child_var = variable.change_variable(arguments.name, arguments.value, py_db, fmt=fmt)
+
+    if child_var is None:
+        _write_variable_response(
+            py_db, request, value='', success=False, message='Unable to change: %s.' % (arguments.name,))
+        return
+
+    var_data = child_var.get_var_data(fmt=fmt)
+    body = SetVariableResponseBody(
+        value=var_data['value'],
+        type=var_data['type'],
+        variablesReference=var_data.get('variablesReference'),
+        namedVariables=var_data.get('namedVariables'),
+        indexedVariables=var_data.get('indexedVariables'),
+    )
+    variables_response = pydevd_base_schema.build_response(request, kwargs={'body':body})
+    py_db.writer.add_command(NetCommand(CMD_RETURN, 0, variables_response, is_json=True))
+
+
+def _write_variable_response(py_db, request, value, success, message):
+    body = SetVariableResponseBody('')
+    variables_response = pydevd_base_schema.build_response(
+        request,
+        kwargs={
+            'body':body,
+            'success': False,
+            'message': message
+    })
+    cmd = NetCommand(CMD_RETURN, 0, variables_response, is_json=True)
+    py_db.writer.add_command(cmd)
+
+
+@silence_warnings_decorator
+def internal_get_frame(dbg, seq, thread_id, frame_id):
+    ''' Converts request into python variable '''
+    try:
+        frame = dbg.find_frame(thread_id, frame_id)
+        if frame is not None:
+            hidden_ns = pydevconsole.get_ipython_hidden_vars()
+            xml = "<xml>"
+            xml += pydevd_xml.frame_vars_to_xml(frame.f_locals, hidden_ns)
+            del frame
+            xml += "</xml>"
+            cmd = dbg.cmd_factory.make_get_frame_message(seq, xml)
+            dbg.writer.add_command(cmd)
+        else:
+            # pydevd_vars.dump_frames(thread_id)
+            # don't print this error: frame not found: means that the client is not synchronized (but that's ok)
+            cmd = dbg.cmd_factory.make_error_message(seq, "Frame not found: %s from thread: %s" % (frame_id, thread_id))
+            dbg.writer.add_command(cmd)
+    except:
+        cmd = dbg.cmd_factory.make_error_message(seq, "Error resolving frame: %s from thread: %s" % (frame_id, thread_id))
+        dbg.writer.add_command(cmd)
+
+
+def internal_get_smart_step_into_variants(dbg, seq, thread_id, frame_id, start_line, end_line, set_additional_thread_info):
+    try:
+        thread = pydevd_find_thread_by_id(thread_id)
+        frame = dbg.find_frame(thread_id, frame_id)
+
+        if thread is None or frame is None:
+            cmd = dbg.cmd_factory.make_error_message(seq, "Frame not found: %s from thread: %s" % (frame_id, thread_id))
+            dbg.writer.add_command(cmd)
+            return
+
+        if pydevd_bytecode_utils is None:
+            variants = []
+        else:
+            variants = pydevd_bytecode_utils.calculate_smart_step_into_variants(frame, int(start_line), int(end_line))
+
+        info = set_additional_thread_info(thread)
+
+        # Store the last request (may be used afterwards when stepping).
+        info.pydev_smart_step_into_variants = tuple(variants)
+        xml = "<xml>"
+
+        for variant in variants:
+            if variant.children_variants:
+                for child_variant in variant.children_variants:
+                    # If there are child variants, the current one is just an intermediary, so,
+                    # just create variants for the child (notifying properly about the parent too).
+                    xml += '<variant name="%s" isVisited="%s" line="%s" offset="%s" childOffset="%s" callOrder="%s"/>' % (
+                        quote(child_variant.name),
+                        str(child_variant.is_visited).lower(),
+                        child_variant.line,
+                        variant.offset,
+                        child_variant.offset,
+                        child_variant.call_order,
+                    )
+            else:
+                xml += '<variant name="%s" isVisited="%s" line="%s" offset="%s" childOffset="-1" callOrder="%s"/>' % (
+                    quote(variant.name),
+                    str(variant.is_visited).lower(),
+                    variant.line,
+                    variant.offset,
+                    variant.call_order,
+                )
+
+        xml += "</xml>"
+        cmd = NetCommand(CMD_GET_SMART_STEP_INTO_VARIANTS, seq, xml)
+        dbg.writer.add_command(cmd)
+    except:
+        # Error is expected (if `dis` module cannot be used -- i.e.: Jython).
+        pydev_log.exception('Error calculating Smart Step Into Variants.')
+        cmd = dbg.cmd_factory.make_error_message(
+            seq, "Error getting smart step into variants for frame: %s from thread: %s"
+            % (frame_id, thread_id))
+        dbg.writer.add_command(cmd)
+
+
+def internal_get_step_in_targets_json(dbg, seq, thread_id, frame_id, request, set_additional_thread_info):
+    try:
+        thread = pydevd_find_thread_by_id(thread_id)
+        frame = dbg.find_frame(thread_id, frame_id)
+
+        if thread is None or frame is None:
+            body = StepInTargetsResponseBody([])
+            variables_response = pydevd_base_schema.build_response(
+                request,
+                kwargs={
+                    'body': body,
+                    'success': False,
+                    'message': 'Thread to get step in targets seems to have resumed already.'
+                })
+            cmd = NetCommand(CMD_RETURN, 0, variables_response, is_json=True)
+            dbg.writer.add_command(cmd)
+            return
+
+        start_line = 0
+        end_line = 99999999
+        if pydevd_bytecode_utils is None:
+            variants = []
+        else:
+            variants = pydevd_bytecode_utils.calculate_smart_step_into_variants(frame, start_line, end_line)
+
+        info = set_additional_thread_info(thread)
+        targets = []
+        counter = itertools.count(0)
+        target_id_to_variant = {}
+        for variant in variants:
+            if not variant.is_visited:
+                if variant.children_variants:
+                    for child_variant in variant.children_variants:
+                        target_id = next(counter)
+
+                        if child_variant.call_order > 1:
+                            targets.append(StepInTarget(id=target_id, label='%s (call %s)' % (child_variant.name, child_variant.call_order),))
+                        else:
+                            targets.append(StepInTarget(id=target_id, label=child_variant.name))
+                        target_id_to_variant[target_id] = child_variant
+
+                        if len(targets) >= 15:  # Show at most 15 targets.
+                            break
+                else:
+                    target_id = next(counter)
+                    if variant.call_order > 1:
+                        targets.append(StepInTarget(id=target_id, label='%s (call %s)' % (variant.name, variant.call_order),))
+                    else:
+                        targets.append(StepInTarget(id=target_id, label=variant.name))
+                    target_id_to_variant[target_id] = variant
+
+                    if len(targets) >= 15:  # Show at most 15 targets.
+                        break
+
+        # Store the last request (may be used afterwards when stepping).
+        info.pydev_smart_step_into_variants = tuple(variants)
+        info.target_id_to_smart_step_into_variant = target_id_to_variant
+
+        body = StepInTargetsResponseBody(targets=targets)
+        response = pydevd_base_schema.build_response(request, kwargs={'body': body})
+        cmd = NetCommand(CMD_RETURN, 0, response, is_json=True)
+        dbg.writer.add_command(cmd)
+    except Exception as e:
+        # Error is expected (if `dis` module cannot be used -- i.e.: Jython).
+        pydev_log.exception('Error calculating Smart Step Into Variants.')
+        body = StepInTargetsResponseBody([])
+        variables_response = pydevd_base_schema.build_response(
+            request,
+            kwargs={
+                'body': body,
+                'success': False,
+                'message': str(e)
+            })
+        cmd = NetCommand(CMD_RETURN, 0, variables_response, is_json=True)
+        dbg.writer.add_command(cmd)
+
+
+def internal_get_next_statement_targets(dbg, seq, thread_id, frame_id):
+    ''' gets the valid line numbers for use with set next statement '''
+    try:
+        frame = dbg.find_frame(thread_id, frame_id)
+        if frame is not None:
+            code = frame.f_code
+            xml = "<xml>"
+            try:
+                linestarts = dis.findlinestarts(code)
+            except:
+                # i.e.: jython doesn't provide co_lnotab, so, we can only keep at the current line.
+                xml += "<line>%d</line>" % (frame.f_lineno,)
+            else:
+                for _, line in linestarts:
+                    xml += "<line>%d</line>" % (line,)
+            del frame
+            xml += "</xml>"
+            cmd = dbg.cmd_factory.make_get_next_statement_targets_message(seq, xml)
+            dbg.writer.add_command(cmd)
+        else:
+            cmd = dbg.cmd_factory.make_error_message(seq, "Frame not found: %s from thread: %s" % (frame_id, thread_id))
+            dbg.writer.add_command(cmd)
+    except:
+        cmd = dbg.cmd_factory.make_error_message(seq, "Error resolving frame: %s from thread: %s" % (frame_id, thread_id))
+        dbg.writer.add_command(cmd)
+
+
+def _evaluate_response(py_db, request, result, error_message=''):
+    is_error = isinstance(result, ExceptionOnEvaluate)
+    if is_error:
+        result = result.result
+    if not error_message:
+        body = pydevd_schema.EvaluateResponseBody(result=result, variablesReference=0)
+        variables_response = pydevd_base_schema.build_response(request, kwargs={'body':body})
+        py_db.writer.add_command(NetCommand(CMD_RETURN, 0, variables_response, is_json=True))
+    else:
+        body = pydevd_schema.EvaluateResponseBody(result=result, variablesReference=0)
+        variables_response = pydevd_base_schema.build_response(request, kwargs={
+            'body':body, 'success':False, 'message': error_message})
+        py_db.writer.add_command(NetCommand(CMD_RETURN, 0, variables_response, is_json=True))
+
+
+_global_frame = None
+
+
+def internal_evaluate_expression_json(py_db, request, thread_id):
+    '''
+    :param EvaluateRequest request:
+    '''
+    global _global_frame
+    # : :type arguments: EvaluateArguments
+
+    arguments = request.arguments
+    expression = arguments.expression
+    frame_id = arguments.frameId
+    context = arguments.context
+    fmt = arguments.format
+    if hasattr(fmt, 'to_dict'):
+        fmt = fmt.to_dict()
+
+    ctx = NULL
+    if context == 'repl':
+        if not py_db.is_output_redirected:
+            ctx = pydevd_io.redirect_stream_to_pydb_io_messages_context()
+    else:
+        # If we're not in a repl (watch, hover, ...) don't show warnings.
+        ctx = filter_all_warnings()
+
+    with ctx:
+        try_exec = False
+        if frame_id is None:
+            if _global_frame is None:
+                # Lazily create a frame to be used for evaluation with no frame id.
+
+                def __create_frame():
+                    yield sys._getframe()
+
+                _global_frame = next(__create_frame())
+
+            frame = _global_frame
+            try_exec = True  # Always exec in this case
+            eval_result = None
+        else:
+            frame = py_db.find_frame(thread_id, frame_id)
+
+            eval_result = pydevd_vars.evaluate_expression(py_db, frame, expression, is_exec=False)
+            is_error = isinstance_checked(eval_result, ExceptionOnEvaluate)
+            if is_error:
+                if context == 'hover':  # In a hover it doesn't make sense to do an exec.
+                    _evaluate_response(py_db, request, result='', error_message='Exception occurred during evaluation.')
+                    return
+                elif context == 'watch':
+                    # If it's a watch, don't show it as an exception object, rather, format
+                    # it and show it as a string (with success=False).
+                    msg = '%s: %s' % (
+                        eval_result.result.__class__.__name__, eval_result.result,)
+                    _evaluate_response(py_db, request, result=msg, error_message=msg)
+                    return
+                else:
+                    # We only try the exec if the failure we had was due to not being able
+                    # to evaluate the expression.
+                    try:
+                        pydevd_vars.compile_as_eval(expression)
+                    except Exception:
+                        try_exec = context == 'repl'
+                    else:
+                        try_exec = False
+                        if context == 'repl':
+                            # In the repl we should show the exception to the user.
+                            _evaluate_response_return_exception(py_db, request, eval_result.etype, eval_result.result, eval_result.tb)
+                            return
+
+        if try_exec:
+            try:
+                pydevd_vars.evaluate_expression(py_db, frame, expression, is_exec=True)
+            except (Exception, KeyboardInterrupt):
+                _evaluate_response_return_exception(py_db, request, *sys.exc_info())
+                return
+            # No result on exec.
+            _evaluate_response(py_db, request, result='')
+            return
+
+        # Ok, we have the result (could be an error), let's put it into the saved variables.
+        frame_tracker = py_db.suspended_frames_manager.get_frame_tracker(thread_id)
+        if frame_tracker is None:
+            # This is not really expected.
+            _evaluate_response(py_db, request, result='', error_message='Thread id: %s is not current thread id.' % (thread_id,))
+            return
+
+        safe_repr_custom_attrs = {}
+        if context == 'clipboard':
+            safe_repr_custom_attrs = dict(
+                maxstring_outer=2 ** 64,
+                maxstring_inner=2 ** 64,
+                maxother_outer=2 ** 64,
+                maxother_inner=2 ** 64,
+            )
+
+        if context == 'repl' and eval_result is None:
+            # We don't want "None" to appear when typing in the repl.
+            body = pydevd_schema.EvaluateResponseBody(
+                result=None,
+                variablesReference=0,
+            )
+
+        else:
+            variable = frame_tracker.obtain_as_variable(expression, eval_result, frame=frame)
+            var_data = variable.get_var_data(fmt=fmt, **safe_repr_custom_attrs)
+
+            body = pydevd_schema.EvaluateResponseBody(
+                result=var_data['value'],
+                variablesReference=var_data.get('variablesReference', 0),
+                type=var_data.get('type'),
+                presentationHint=var_data.get('presentationHint'),
+                namedVariables=var_data.get('namedVariables'),
+                indexedVariables=var_data.get('indexedVariables'),
+            )
+        variables_response = pydevd_base_schema.build_response(request, kwargs={'body':body})
+        py_db.writer.add_command(NetCommand(CMD_RETURN, 0, variables_response, is_json=True))
+
+
+def _evaluate_response_return_exception(py_db, request, exc_type, exc, initial_tb):
+    try:
+        tb = initial_tb
+
+        # Show the traceback without pydevd frames.
+        temp_tb = tb
+        while temp_tb:
+            if py_db.get_file_type(temp_tb.tb_frame) == PYDEV_FILE:
+                tb = temp_tb.tb_next
+            temp_tb = temp_tb.tb_next
+
+        if tb is None:
+            tb = initial_tb
+        err = ''.join(traceback.format_exception(exc_type, exc, tb))
+
+        # Make sure we don't keep references to them.
+        exc = None
+        exc_type = None
+        tb = None
+        temp_tb = None
+        initial_tb = None
+    except:
+        err = '<Internal error - unable to get traceback when evaluating expression>'
+        pydev_log.exception(err)
+
+    # Currently there is an issue in VSC where returning success=false for an
+    # eval request, in repl context, VSC does not show the error response in
+    # the debug console. So return the error message in result as well.
+    _evaluate_response(py_db, request, result=err, error_message=err)
+
+
+@silence_warnings_decorator
+def internal_evaluate_expression(dbg, seq, thread_id, frame_id, expression, is_exec, trim_if_too_big, attr_to_set_result):
+    ''' gets the value of a variable '''
+    try:
+        frame = dbg.find_frame(thread_id, frame_id)
+        if frame is not None:
+            result = pydevd_vars.evaluate_expression(dbg, frame, expression, is_exec)
+            if attr_to_set_result != "":
+                pydevd_vars.change_attr_expression(frame, attr_to_set_result, expression, dbg, result)
+        else:
+            result = None
+
+        xml = "<xml>"
+        xml += pydevd_xml.var_to_xml(result, expression, trim_if_too_big)
+        xml += "</xml>"
+        cmd = dbg.cmd_factory.make_evaluate_expression_message(seq, xml)
+        dbg.writer.add_command(cmd)
+    except:
+        exc = get_exception_traceback_str()
+        cmd = dbg.cmd_factory.make_error_message(seq, "Error evaluating expression " + exc)
+        dbg.writer.add_command(cmd)
+
+
+def _set_expression_response(py_db, request, result, error_message):
+    body = pydevd_schema.SetExpressionResponseBody(result='', variablesReference=0)
+    variables_response = pydevd_base_schema.build_response(request, kwargs={
+        'body':body, 'success':False, 'message': error_message})
+    py_db.writer.add_command(NetCommand(CMD_RETURN, 0, variables_response, is_json=True))
+
+
+def internal_set_expression_json(py_db, request, thread_id):
+    # : :type arguments: SetExpressionArguments
+
+    arguments = request.arguments
+    expression = arguments.expression
+    frame_id = arguments.frameId
+    value = arguments.value
+    fmt = arguments.format
+    if hasattr(fmt, 'to_dict'):
+        fmt = fmt.to_dict()
+
+    frame = py_db.find_frame(thread_id, frame_id)
+    exec_code = '%s = (%s)' % (expression, value)
+    result = pydevd_vars.evaluate_expression(py_db, frame, exec_code, is_exec=True)
+    is_error = isinstance(result, ExceptionOnEvaluate)
+
+    if is_error:
+        _set_expression_response(py_db, request, result, error_message='Error executing: %s' % (exec_code,))
+        return
+
+    # Ok, we have the result (could be an error), let's put it into the saved variables.
+    frame_tracker = py_db.suspended_frames_manager.get_frame_tracker(thread_id)
+    if frame_tracker is None:
+        # This is not really expected.
+        _set_expression_response(py_db, request, result, error_message='Thread id: %s is not current thread id.' % (thread_id,))
+        return
+
+    # Now that the exec is done, get the actual value changed to return.
+    result = pydevd_vars.evaluate_expression(py_db, frame, expression, is_exec=False)
+    variable = frame_tracker.obtain_as_variable(expression, result, frame=frame)
+    var_data = variable.get_var_data(fmt=fmt)
+
+    body = pydevd_schema.SetExpressionResponseBody(
+        value=var_data['value'],
+        variablesReference=var_data.get('variablesReference', 0),
+        type=var_data.get('type'),
+        presentationHint=var_data.get('presentationHint'),
+        namedVariables=var_data.get('namedVariables'),
+        indexedVariables=var_data.get('indexedVariables'),
+    )
+    variables_response = pydevd_base_schema.build_response(request, kwargs={'body':body})
+    py_db.writer.add_command(NetCommand(CMD_RETURN, 0, variables_response, is_json=True))
+
+
+def internal_get_completions(dbg, seq, thread_id, frame_id, act_tok, line=-1, column=-1):
+    '''
+    Note that if the column is >= 0, the act_tok is considered text and the actual
+    activation token/qualifier is computed in this command.
+    '''
+    try:
+        remove_path = None
+        try:
+            qualifier = u''
+            if column >= 0:
+                token_and_qualifier = extract_token_and_qualifier(act_tok, line, column)
+                act_tok = token_and_qualifier[0]
+                if act_tok:
+                    act_tok += u'.'
+                qualifier = token_and_qualifier[1]
+
+            frame = dbg.find_frame(thread_id, frame_id)
+            if frame is not None:
+                completions = _pydev_completer.generate_completions(frame, act_tok)
+
+                # Note that qualifier and start are only actually valid for the
+                # Debug Adapter Protocol (for the line-based protocol, the IDE
+                # is required to filter the completions returned).
+                cmd = dbg.cmd_factory.make_get_completions_message(
+                    seq, completions, qualifier, start=column - len(qualifier))
+                dbg.writer.add_command(cmd)
+            else:
+                cmd = dbg.cmd_factory.make_error_message(seq, "internal_get_completions: Frame not found: %s from thread: %s" % (frame_id, thread_id))
+                dbg.writer.add_command(cmd)
+
+        finally:
+            if remove_path is not None:
+                sys.path.remove(remove_path)
+
+    except:
+        exc = get_exception_traceback_str()
+        sys.stderr.write('%s\n' % (exc,))
+        cmd = dbg.cmd_factory.make_error_message(seq, "Error evaluating expression " + exc)
+        dbg.writer.add_command(cmd)
+
+
+def internal_get_description(dbg, seq, thread_id, frame_id, expression):
+    ''' Fetch the variable description stub from the debug console
+    '''
+    try:
+        frame = dbg.find_frame(thread_id, frame_id)
+        description = pydevd_console.get_description(frame, thread_id, frame_id, expression)
+        description = pydevd_xml.make_valid_xml_value(quote(description, '/>_= \t'))
+        description_xml = '<xml><var name="" type="" value="%s"/></xml>' % description
+        cmd = dbg.cmd_factory.make_get_description_message(seq, description_xml)
+        dbg.writer.add_command(cmd)
+    except:
+        exc = get_exception_traceback_str()
+        cmd = dbg.cmd_factory.make_error_message(seq, "Error in fetching description" + exc)
+        dbg.writer.add_command(cmd)
+
+
+def build_exception_info_response(dbg, thread_id, request_seq, set_additional_thread_info, iter_visible_frames_info, max_frames):
+    '''
+    :return ExceptionInfoResponse
+    '''
+    thread = pydevd_find_thread_by_id(thread_id)
+    additional_info = set_additional_thread_info(thread)
+    topmost_frame = additional_info.get_topmost_frame(thread)
+
+    current_paused_frame_name = ''
+
+    source_path = ''  # This is an extra bit of data used by Visual Studio
+    stack_str_lst = []
+    name = None
+    description = None
+
+    if topmost_frame is not None:
+        try:
+            try:
+                frames_list = dbg.suspended_frames_manager.get_frames_list(thread_id)
+                memo = set()
+                while frames_list is not None and len(frames_list):
+                    frames = []
+
+                    frame = None
+
+                    if not name:
+                        exc_type = frames_list.exc_type
+                        if exc_type is not None:
+                            try:
+                                name = exc_type.__qualname__
+                            except:
+                                try:
+                                    name = exc_type.__name__
+                                except:
+                                    try:
+                                        name = str(exc_type)
+                                    except:
+                                        pass
+
+                    if not description:
+                        exc_desc = frames_list.exc_desc
+                        if exc_desc is not None:
+                            try:
+                                description = str(exc_desc)
+                            except:
+                                pass
+
+                    for frame_id, frame, method_name, original_filename, filename_in_utf8, lineno, _applied_mapping, show_as_current_frame in \
+                        iter_visible_frames_info(dbg, frames_list):
+
+                        line_text = linecache.getline(original_filename, lineno)
+
+                        # Never filter out plugin frames!
+                        if not getattr(frame, 'IS_PLUGIN_FRAME', False):
+                            if dbg.is_files_filter_enabled and dbg.apply_files_filter(frame, original_filename, False):
+                                continue
+
+                        if show_as_current_frame:
+                            current_paused_frame_name = method_name
+                            method_name += ' (Current frame)'
+                        frames.append((filename_in_utf8, lineno, method_name, line_text))
+
+                    if not source_path and frames:
+                        source_path = frames[0][0]
+
+                    stack_str = ''.join(traceback.format_list(frames[-max_frames:]))
+                    stack_str += frames_list.exc_context_msg
+                    stack_str_lst.append(stack_str)
+
+                    frames_list = create_frames_list_from_exception_cause(
+                        frames_list.trace_obj, None, frames_list.exc_type, frames_list.exc_desc, memo)
+                    if frames_list is None or not frames_list:
+                        break
+
+            except:
+                pydev_log.exception('Error on build_exception_info_response.')
+        finally:
+            topmost_frame = None
+    full_stack_str = ''.join(reversed(stack_str_lst))
+
+    if not name:
+        name = 'exception: type unknown'
+    if not description:
+        description = 'exception: no description'
+
+    if current_paused_frame_name:
+        name += '       (note: full exception trace is shown but execution is paused at: %s)' % (current_paused_frame_name,)
+
+    if thread.stop_reason == CMD_STEP_CAUGHT_EXCEPTION:
+        break_mode = pydevd_schema.ExceptionBreakMode.ALWAYS
+    else:
+        break_mode = pydevd_schema.ExceptionBreakMode.UNHANDLED
+
+    response = pydevd_schema.ExceptionInfoResponse(
+        request_seq=request_seq,
+        success=True,
+        command='exceptionInfo',
+        body=pydevd_schema.ExceptionInfoResponseBody(
+            exceptionId=name,
+            description=description,
+            breakMode=break_mode,
+            details=pydevd_schema.ExceptionDetails(
+                message=description,
+                typeName=name,
+                stackTrace=full_stack_str,
+                source=source_path,
+                # Note: ExceptionDetails actually accepts an 'innerException', but
+                # when passing it, VSCode is not showing the stack trace at all.
+            )
+        )
+    )
+    return response
+
+
+def internal_get_exception_details_json(dbg, request, thread_id, max_frames, set_additional_thread_info=None, iter_visible_frames_info=None):
+    ''' Fetch exception details
+    '''
+    try:
+        response = build_exception_info_response(dbg, thread_id, request.seq, set_additional_thread_info, iter_visible_frames_info, max_frames)
+    except:
+        exc = get_exception_traceback_str()
+        response = pydevd_base_schema.build_response(request, kwargs={
+            'success': False,
+            'message': exc,
+            'body':{}
+        })
+    dbg.writer.add_command(NetCommand(CMD_RETURN, 0, response, is_json=True))
+
+
+class InternalGetBreakpointException(InternalThreadCommand):
+    ''' Send details of exception raised while evaluating conditional breakpoint '''
+
+    def __init__(self, thread_id, exc_type, stacktrace):
+        self.sequence = 0
+        self.thread_id = thread_id
+        self.stacktrace = stacktrace
+        self.exc_type = exc_type
+
+    def do_it(self, dbg):
+        try:
+            callstack = "<xml>"
+
+            makeValid = pydevd_xml.make_valid_xml_value
+
+            for filename, line, methodname, methodobj in self.stacktrace:
+                if not filesystem_encoding_is_utf8 and hasattr(filename, "decode"):
+                    # filename is a byte string encoded using the file system encoding
+                    # convert it to utf8
+                    filename = filename.decode(file_system_encoding).encode("utf-8")
+
+                callstack += '<frame thread_id = "%s" file="%s" line="%s" name="%s" obj="%s" />' \
+                                    % (self.thread_id, makeValid(filename), line, makeValid(methodname), makeValid(methodobj))
+            callstack += "</xml>"
+
+            cmd = dbg.cmd_factory.make_send_breakpoint_exception_message(self.sequence, self.exc_type + "\t" + callstack)
+            dbg.writer.add_command(cmd)
+        except:
+            exc = get_exception_traceback_str()
+            sys.stderr.write('%s\n' % (exc,))
+            cmd = dbg.cmd_factory.make_error_message(self.sequence, "Error Sending Exception: " + exc)
+            dbg.writer.add_command(cmd)
+
+
+class InternalSendCurrExceptionTrace(InternalThreadCommand):
+    ''' Send details of the exception that was caught and where we've broken in.
+    '''
+
+    def __init__(self, thread_id, arg, curr_frame_id):
+        '''
+        :param arg: exception type, description, traceback object
+        '''
+        self.sequence = 0
+        self.thread_id = thread_id
+        self.curr_frame_id = curr_frame_id
+        self.arg = arg
+
+    def do_it(self, dbg):
+        try:
+            cmd = dbg.cmd_factory.make_send_curr_exception_trace_message(dbg, self.sequence, self.thread_id, self.curr_frame_id, *self.arg)
+            del self.arg
+            dbg.writer.add_command(cmd)
+        except:
+            exc = get_exception_traceback_str()
+            sys.stderr.write('%s\n' % (exc,))
+            cmd = dbg.cmd_factory.make_error_message(self.sequence, "Error Sending Current Exception Trace: " + exc)
+            dbg.writer.add_command(cmd)
+
+
+class InternalSendCurrExceptionTraceProceeded(InternalThreadCommand):
+    ''' Send details of the exception that was caught and where we've broken in.
+    '''
+
+    def __init__(self, thread_id):
+        self.sequence = 0
+        self.thread_id = thread_id
+
+    def do_it(self, dbg):
+        try:
+            cmd = dbg.cmd_factory.make_send_curr_exception_trace_proceeded_message(self.sequence, self.thread_id)
+            dbg.writer.add_command(cmd)
+        except:
+            exc = get_exception_traceback_str()
+            sys.stderr.write('%s\n' % (exc,))
+            cmd = dbg.cmd_factory.make_error_message(self.sequence, "Error Sending Current Exception Trace Proceeded: " + exc)
+            dbg.writer.add_command(cmd)
+
+
+class InternalEvaluateConsoleExpression(InternalThreadCommand):
+    ''' Execute the given command in the debug console '''
+
+    def __init__(self, seq, thread_id, frame_id, line, buffer_output=True):
+        self.sequence = seq
+        self.thread_id = thread_id
+        self.frame_id = frame_id
+        self.line = line
+        self.buffer_output = buffer_output
+
+    def do_it(self, dbg):
+        ''' Create an XML for console output, error and more (true/false)
+        <xml>
+            <output message=output_message></output>
+            <error message=error_message></error>
+            <more>true/false</more>
+        </xml>
+        '''
+        try:
+            frame = dbg.find_frame(self.thread_id, self.frame_id)
+            if frame is not None:
+                console_message = pydevd_console.execute_console_command(
+                    frame, self.thread_id, self.frame_id, self.line, self.buffer_output)
+
+                cmd = dbg.cmd_factory.make_send_console_message(self.sequence, console_message.to_xml())
+            else:
+                from _pydevd_bundle.pydevd_console import ConsoleMessage
+                console_message = ConsoleMessage()
+                console_message.add_console_message(
+                    pydevd_console.CONSOLE_ERROR,
+                    "Select the valid frame in the debug view (thread: %s, frame: %s invalid)" % (self.thread_id, self.frame_id),
+                )
+                cmd = dbg.cmd_factory.make_error_message(self.sequence, console_message.to_xml())
+        except:
+            exc = get_exception_traceback_str()
+            cmd = dbg.cmd_factory.make_error_message(self.sequence, "Error evaluating expression " + exc)
+        dbg.writer.add_command(cmd)
+
+
+class InternalRunCustomOperation(InternalThreadCommand):
+    ''' Run a custom command on an expression
+    '''
+
+    def __init__(self, seq, thread_id, frame_id, scope, attrs, style, encoded_code_or_file, fnname):
+        self.sequence = seq
+        self.thread_id = thread_id
+        self.frame_id = frame_id
+        self.scope = scope
+        self.attrs = attrs
+        self.style = style
+        self.code_or_file = unquote_plus(encoded_code_or_file)
+        self.fnname = fnname
+
+    def do_it(self, dbg):
+        try:
+            res = pydevd_vars.custom_operation(dbg, self.thread_id, self.frame_id, self.scope, self.attrs,
+                                              self.style, self.code_or_file, self.fnname)
+            resEncoded = quote_plus(res)
+            cmd = dbg.cmd_factory.make_custom_operation_message(self.sequence, resEncoded)
+            dbg.writer.add_command(cmd)
+        except:
+            exc = get_exception_traceback_str()
+            cmd = dbg.cmd_factory.make_error_message(self.sequence, "Error in running custom operation" + exc)
+            dbg.writer.add_command(cmd)
+
+
+class InternalConsoleGetCompletions(InternalThreadCommand):
+    ''' Fetch the completions in the debug console
+    '''
+
+    def __init__(self, seq, thread_id, frame_id, act_tok):
+        self.sequence = seq
+        self.thread_id = thread_id
+        self.frame_id = frame_id
+        self.act_tok = act_tok
+
+    def do_it(self, dbg):
+        ''' Get completions and write back to the client
+        '''
+        try:
+            frame = dbg.find_frame(self.thread_id, self.frame_id)
+            completions_xml = pydevd_console.get_completions(frame, self.act_tok)
+            cmd = dbg.cmd_factory.make_send_console_message(self.sequence, completions_xml)
+            dbg.writer.add_command(cmd)
+        except:
+            exc = get_exception_traceback_str()
+            cmd = dbg.cmd_factory.make_error_message(self.sequence, "Error in fetching completions" + exc)
+            dbg.writer.add_command(cmd)
+
+
+class InternalConsoleExec(InternalThreadCommand):
+    ''' gets the value of a variable '''
+
+    def __init__(self, seq, thread_id, frame_id, expression):
+        self.sequence = seq
+        self.thread_id = thread_id
+        self.frame_id = frame_id
+        self.expression = expression
+
+    def do_it(self, dbg):
+        ''' Converts request into python variable '''
+        try:
+            try:
+                # don't trace new threads created by console command
+                disable_trace_thread_modules()
+
+                result = pydevconsole.console_exec(self.thread_id, self.frame_id, self.expression, dbg)
+                xml = "<xml>"
+                xml += pydevd_xml.var_to_xml(result, "")
+                xml += "</xml>"
+                cmd = dbg.cmd_factory.make_evaluate_expression_message(self.sequence, xml)
+                dbg.writer.add_command(cmd)
+            except:
+                exc = get_exception_traceback_str()
+                sys.stderr.write('%s\n' % (exc,))
+                cmd = dbg.cmd_factory.make_error_message(self.sequence, "Error evaluating console expression " + exc)
+                dbg.writer.add_command(cmd)
+        finally:
+            enable_trace_thread_modules()
+
+            sys.stderr.flush()
+            sys.stdout.flush()
+
+
+class InternalLoadFullValue(InternalThreadCommand):
+    '''
+    Loads values asynchronously
+    '''
+
+    def __init__(self, seq, thread_id, frame_id, vars):
+        self.sequence = seq
+        self.thread_id = thread_id
+        self.frame_id = frame_id
+        self.vars = vars
+
+    @silence_warnings_decorator
+    def do_it(self, dbg):
+        '''Starts a thread that will load values asynchronously'''
+        try:
+            var_objects = []
+            for variable in self.vars:
+                variable = variable.strip()
+                if len(variable) > 0:
+                    if '\t' in variable:  # there are attributes beyond scope
+                        scope, attrs = variable.split('\t', 1)
+                        name = attrs[0]
+                    else:
+                        scope, attrs = (variable, None)
+                        name = scope
+                    var_obj = pydevd_vars.getVariable(dbg, self.thread_id, self.frame_id, scope, attrs)
+                    var_objects.append((var_obj, name))
+
+            t = GetValueAsyncThreadDebug(dbg, dbg, self.sequence, var_objects)
+            t.start()
+        except:
+            exc = get_exception_traceback_str()
+            sys.stderr.write('%s\n' % (exc,))
+            cmd = dbg.cmd_factory.make_error_message(self.sequence, "Error evaluating variable %s " % exc)
+            dbg.writer.add_command(cmd)
+
+
+class AbstractGetValueAsyncThread(PyDBDaemonThread):
+    '''
+    Abstract class for a thread, which evaluates values for async variables
+    '''
+
+    def __init__(self, py_db, frame_accessor, seq, var_objects):
+        PyDBDaemonThread.__init__(self, py_db)
+        self.frame_accessor = frame_accessor
+        self.seq = seq
+        self.var_objs = var_objects
+        self.cancel_event = threading.Event()
+
+    def send_result(self, xml):
+        raise NotImplementedError()
+
+    @overrides(PyDBDaemonThread._on_run)
+    def _on_run(self):
+        start = time.time()
+        xml = StringIO()
+        xml.write("<xml>")
+        for (var_obj, name) in self.var_objs:
+            current_time = time.time()
+            if current_time - start > ASYNC_EVAL_TIMEOUT_SEC or self.cancel_event.is_set():
+                break
+            xml.write(pydevd_xml.var_to_xml(var_obj, name, evaluate_full_value=True))
+        xml.write("</xml>")
+        self.send_result(xml)
+        xml.close()
+
+
+class GetValueAsyncThreadDebug(AbstractGetValueAsyncThread):
+    '''
+    A thread for evaluation async values, which returns result for debugger
+    Create message and send it via writer thread
+    '''
+
+    def send_result(self, xml):
+        if self.frame_accessor is not None:
+            cmd = self.frame_accessor.cmd_factory.make_load_full_value_message(self.seq, xml.getvalue())
+            self.frame_accessor.writer.add_command(cmd)
+
+
+class GetValueAsyncThreadConsole(AbstractGetValueAsyncThread):
+    '''
+    A thread for evaluation async values, which returns result for Console
+    Send result directly to Console's server
+    '''
+
+    def send_result(self, xml):
+        if self.frame_accessor is not None:
+            self.frame_accessor.ReturnFullValue(self.seq, xml.getvalue())
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_comm_constants.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_comm_constants.py
new file mode 120000
index 0000000..3fa9451
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_comm_constants.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/4b/66/a2/c8f4271feb9474fd618ad5763f676a33d1bcb77231d8259ddf13c5d3ce
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_command_line_handling.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_command_line_handling.py
new file mode 120000
index 0000000..d790564
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_command_line_handling.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c2/d6/85/c7d8f6f24fb382115cc5a576268d27605edea82e55a41609e5b2b4550e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_concurrency_analyser/__init__.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_concurrency_analyser/__init__.py
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_concurrency_analyser/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_concurrency_analyser/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_concurrency_analyser/__pycache__/__init__.cpython-38.pyc
new file mode 100644
index 0000000..3a260bb
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_concurrency_analyser/__pycache__/pydevd_concurrency_logger.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_concurrency_analyser/__pycache__/pydevd_concurrency_logger.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_concurrency_analyser/pydevd_concurrency_logger.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_concurrency_analyser/pydevd_concurrency_logger.py
new file mode 100644
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_concurrency_analyser/pydevd_concurrency_logger.py
@@ -0,0 +1,346 @@
+import time
+
+from _pydev_bundle._pydev_filesystem_encoding import getfilesystemencoding
+from _pydev_bundle._pydev_saved_modules import threading
+from _pydevd_bundle import pydevd_xml
+from _pydevd_bundle.pydevd_constants import GlobalDebuggerHolder
+from _pydevd_bundle.pydevd_constants import get_thread_id
+from _pydevd_bundle.pydevd_net_command import NetCommand
+from _pydevd_bundle.pydevd_concurrency_analyser.pydevd_thread_wrappers import ObjectWrapper, wrap_attr
+import pydevd_file_utils
+from _pydev_bundle import pydev_log
+import sys
+
+file_system_encoding = getfilesystemencoding()
+
+from urllib.parse import quote
+
+threadingCurrentThread = threading.current_thread
+
+DONT_TRACE_THREADING = ['threading.py', 'pydevd.py']
+INNER_METHODS = ['_stop']
+INNER_FILES = ['threading.py']
+THREAD_METHODS = ['start', '_stop', 'join']
+LOCK_METHODS = ['__init__', 'acquire', 'release', '__enter__', '__exit__']
+QUEUE_METHODS = ['put', 'get']
+
+# return time since epoch in milliseconds
+cur_time = lambda: int(round(time.time() * 1000000))
+
+
+def get_text_list_for_frame(frame):
+    # partial copy-paste from make_thread_suspend_str
+    curFrame = frame
+    cmdTextList = []
+    try:
+        while curFrame:
+            # print cmdText
+            myId = str(id(curFrame))
+            # print "id is ", myId
+
+            if curFrame.f_code is None:
+                break  # Iron Python sometimes does not have it!
+
+            myName = curFrame.f_code.co_name  # method name (if in method) or ? if global
+            if myName is None:
+                break  # Iron Python sometimes does not have it!
+
+            # print "name is ", myName
+
+            absolute_filename = pydevd_file_utils.get_abs_path_real_path_and_base_from_frame(curFrame)[0]
+
+            my_file, _applied_mapping = pydevd_file_utils.map_file_to_client(absolute_filename)
+
+            # print "file is ", my_file
+            # my_file = inspect.getsourcefile(curFrame) or inspect.getfile(frame)
+
+            myLine = str(curFrame.f_lineno)
+            # print "line is ", myLine
+
+            # the variables are all gotten 'on-demand'
+            # variables = pydevd_xml.frame_vars_to_xml(curFrame.f_locals)
+
+            variables = ''
+            cmdTextList.append('<frame id="%s" name="%s" ' % (myId , pydevd_xml.make_valid_xml_value(myName)))
+            cmdTextList.append('file="%s" line="%s">' % (quote(my_file, '/>_= \t'), myLine))
+            cmdTextList.append(variables)
+            cmdTextList.append("</frame>")
+            curFrame = curFrame.f_back
+    except:
+        pydev_log.exception()
+
+    return cmdTextList
+
+
+def send_concurrency_message(event_class, time, name, thread_id, type, event, file, line, frame, lock_id=0, parent=None):
+    dbg = GlobalDebuggerHolder.global_dbg
+    if dbg is None:
+        return
+    cmdTextList = ['<xml>']
+
+    cmdTextList.append('<' + event_class)
+    cmdTextList.append(' time="%s"' % pydevd_xml.make_valid_xml_value(str(time)))
+    cmdTextList.append(' name="%s"' % pydevd_xml.make_valid_xml_value(name))
+    cmdTextList.append(' thread_id="%s"' % pydevd_xml.make_valid_xml_value(thread_id))
+    cmdTextList.append(' type="%s"' % pydevd_xml.make_valid_xml_value(type))
+    if type == "lock":
+        cmdTextList.append(' lock_id="%s"' % pydevd_xml.make_valid_xml_value(str(lock_id)))
+    if parent is not None:
+        cmdTextList.append(' parent="%s"' % pydevd_xml.make_valid_xml_value(parent))
+    cmdTextList.append(' event="%s"' % pydevd_xml.make_valid_xml_value(event))
+    cmdTextList.append(' file="%s"' % pydevd_xml.make_valid_xml_value(file))
+    cmdTextList.append(' line="%s"' % pydevd_xml.make_valid_xml_value(str(line)))
+    cmdTextList.append('></' + event_class + '>')
+
+    cmdTextList += get_text_list_for_frame(frame)
+    cmdTextList.append('</xml>')
+
+    text = ''.join(cmdTextList)
+    if dbg.writer is not None:
+        dbg.writer.add_command(NetCommand(145, 0, text))
+
+
+def log_new_thread(global_debugger, t):
+    event_time = cur_time() - global_debugger.thread_analyser.start_time
+    send_concurrency_message("threading_event", event_time, t.name, get_thread_id(t), "thread",
+             "start", "code_name", 0, None, parent=get_thread_id(t))
+
+
+class ThreadingLogger:
+
+    def __init__(self):
+        self.start_time = cur_time()
+
+    def set_start_time(self, time):
+        self.start_time = time
+
+    def log_event(self, frame):
+        write_log = False
+        self_obj = None
+        if "self" in frame.f_locals:
+            self_obj = frame.f_locals["self"]
+            if isinstance(self_obj, threading.Thread) or self_obj.__class__ == ObjectWrapper:
+                write_log = True
+        if hasattr(frame, "f_back") and frame.f_back is not None:
+            back = frame.f_back
+            if hasattr(back, "f_back") and back.f_back is not None:
+                back = back.f_back
+                if "self" in back.f_locals:
+                    if isinstance(back.f_locals["self"], threading.Thread):
+                        write_log = True
+        try:
+            if write_log:
+                t = threadingCurrentThread()
+                back = frame.f_back
+                if not back:
+                    return
+                name, _, back_base = pydevd_file_utils.get_abs_path_real_path_and_base_from_frame(back)
+                event_time = cur_time() - self.start_time
+                method_name = frame.f_code.co_name
+
+                if isinstance(self_obj, threading.Thread):
+                    if not hasattr(self_obj, "_pydev_run_patched"):
+                        wrap_attr(self_obj, "run")
+                    if (method_name in THREAD_METHODS) and (back_base not in DONT_TRACE_THREADING or \
+                            (method_name in INNER_METHODS and back_base in INNER_FILES)):
+                        thread_id = get_thread_id(self_obj)
+                        name = self_obj.getName()
+                        real_method = frame.f_code.co_name
+                        parent = None
+                        if real_method == "_stop":
+                            if back_base in INNER_FILES and \
+                                            back.f_code.co_name == "_wait_for_tstate_lock":
+                                back = back.f_back.f_back
+                            real_method = "stop"
+                            if hasattr(self_obj, "_pydev_join_called"):
+                                parent = get_thread_id(t)
+                        elif real_method == "join":
+                            # join called in the current thread, not in self object
+                            if not self_obj.is_alive():
+                                return
+                            thread_id = get_thread_id(t)
+                            name = t.name
+                            self_obj._pydev_join_called = True
+
+                        if real_method == "start":
+                            parent = get_thread_id(t)
+                        send_concurrency_message("threading_event", event_time, name, thread_id, "thread",
+                        real_method, back.f_code.co_filename, back.f_lineno, back, parent=parent)
+                        # print(event_time, self_obj.getName(), thread_id, "thread",
+                        #       real_method, back.f_code.co_filename, back.f_lineno)
+
+                if method_name == "pydev_after_run_call":
+                    if hasattr(frame, "f_back") and frame.f_back is not None:
+                        back = frame.f_back
+                        if hasattr(back, "f_back") and back.f_back is not None:
+                            back = back.f_back
+                        if "self" in back.f_locals:
+                            if isinstance(back.f_locals["self"], threading.Thread):
+                                my_self_obj = frame.f_back.f_back.f_locals["self"]
+                                my_back = frame.f_back.f_back
+                                my_thread_id = get_thread_id(my_self_obj)
+                                send_massage = True
+                                if hasattr(my_self_obj, "_pydev_join_called"):
+                                    send_massage = False
+                                    # we can't detect stop after join in Python 2 yet
+                                if send_massage:
+                                    send_concurrency_message("threading_event", event_time, "Thread", my_thread_id, "thread",
+                                                 "stop", my_back.f_code.co_filename, my_back.f_lineno, my_back, parent=None)
+
+                if self_obj.__class__ == ObjectWrapper:
+                    if back_base in DONT_TRACE_THREADING:
+                        # do not trace methods called from threading
+                        return
+                    back_back_base = pydevd_file_utils.get_abs_path_real_path_and_base_from_frame(back.f_back)[2]
+                    back = back.f_back
+                    if back_back_base in DONT_TRACE_THREADING:
+                        # back_back_base is the file, where the method was called froms
+                        return
+                    if method_name == "__init__":
+                        send_concurrency_message("threading_event", event_time, t.name, get_thread_id(t), "lock",
+                                     method_name, back.f_code.co_filename, back.f_lineno, back, lock_id=str(id(frame.f_locals["self"])))
+                    if "attr" in frame.f_locals and \
+                            (frame.f_locals["attr"] in LOCK_METHODS or
+                            frame.f_locals["attr"] in QUEUE_METHODS):
+                        real_method = frame.f_locals["attr"]
+                        if method_name == "call_begin":
+                            real_method += "_begin"
+                        elif method_name == "call_end":
+                            real_method += "_end"
+                        else:
+                            return
+                        if real_method == "release_end":
+                            # do not log release end. Maybe use it later
+                            return
+                        send_concurrency_message("threading_event", event_time, t.name, get_thread_id(t), "lock",
+                        real_method, back.f_code.co_filename, back.f_lineno, back, lock_id=str(id(self_obj)))
+
+                        if real_method in ("put_end", "get_end"):
+                            # fake release for queue, cause we don't call it directly
+                            send_concurrency_message("threading_event", event_time, t.name, get_thread_id(t), "lock",
+                                         "release", back.f_code.co_filename, back.f_lineno, back, lock_id=str(id(self_obj)))
+                        # print(event_time, t.name, get_thread_id(t), "lock",
+                        #       real_method, back.f_code.co_filename, back.f_lineno)
+
+        except Exception:
+            pydev_log.exception()
+
+
+class NameManager:
+
+    def __init__(self, name_prefix):
+        self.tasks = {}
+        self.last = 0
+        self.prefix = name_prefix
+
+    def get(self, id):
+        if id not in self.tasks:
+            self.last += 1
+            self.tasks[id] = self.prefix + "-" + str(self.last)
+        return self.tasks[id]
+
+
+class AsyncioLogger:
+
+    def __init__(self):
+        self.task_mgr = NameManager("Task")
+        self.coro_mgr = NameManager("Coro")
+        self.start_time = cur_time()
+
+    def get_task_id(self, frame):
+        asyncio = sys.modules.get('asyncio')
+        if asyncio is None:
+            # If asyncio was not imported, there's nothing to be done
+            # (also fixes issue where multiprocessing is imported due
+            # to asyncio).
+            return None
+        while frame is not None:
+            if "self" in frame.f_locals:
+                self_obj = frame.f_locals["self"]
+                if isinstance(self_obj, asyncio.Task):
+                    method_name = frame.f_code.co_name
+                    if method_name == "_step":
+                        return id(self_obj)
+            frame = frame.f_back
+        return None
+
+    def log_event(self, frame):
+        event_time = cur_time() - self.start_time
+
+        # Debug loop iterations
+        # if isinstance(self_obj, asyncio.base_events.BaseEventLoop):
+        #     if method_name == "_run_once":
+        #         print("Loop iteration")
+
+        if not hasattr(frame, "f_back") or frame.f_back is None:
+            return
+
+        asyncio = sys.modules.get('asyncio')
+        if asyncio is None:
+            # If asyncio was not imported, there's nothing to be done
+            # (also fixes issue where multiprocessing is imported due
+            # to asyncio).
+            return
+
+        back = frame.f_back
+
+        if "self" in frame.f_locals:
+            self_obj = frame.f_locals["self"]
+            if isinstance(self_obj, asyncio.Task):
+                method_name = frame.f_code.co_name
+                if method_name == "set_result":
+                    task_id = id(self_obj)
+                    task_name = self.task_mgr.get(str(task_id))
+                    send_concurrency_message("asyncio_event", event_time, task_name, task_name, "thread", "stop", frame.f_code.co_filename,
+                                 frame.f_lineno, frame)
+
+                method_name = back.f_code.co_name
+                if method_name == "__init__":
+                    task_id = id(self_obj)
+                    task_name = self.task_mgr.get(str(task_id))
+                    send_concurrency_message("asyncio_event", event_time, task_name, task_name, "thread", "start", frame.f_code.co_filename,
+                                 frame.f_lineno, frame)
+
+            method_name = frame.f_code.co_name
+            if isinstance(self_obj, asyncio.Lock):
+                if method_name in ("acquire", "release"):
+                    task_id = self.get_task_id(frame)
+                    task_name = self.task_mgr.get(str(task_id))
+
+                    if method_name == "acquire":
+                        if not self_obj._waiters and not self_obj.locked():
+                            send_concurrency_message("asyncio_event", event_time, task_name, task_name, "lock",
+                                         method_name + "_begin", frame.f_code.co_filename, frame.f_lineno, frame, lock_id=str(id(self_obj)))
+                        if self_obj.locked():
+                            method_name += "_begin"
+                        else:
+                            method_name += "_end"
+                    elif method_name == "release":
+                        method_name += "_end"
+
+                    send_concurrency_message("asyncio_event", event_time, task_name, task_name, "lock",
+                                 method_name, frame.f_code.co_filename, frame.f_lineno, frame, lock_id=str(id(self_obj)))
+
+            if isinstance(self_obj, asyncio.Queue):
+                if method_name in ("put", "get", "_put", "_get"):
+                    task_id = self.get_task_id(frame)
+                    task_name = self.task_mgr.get(str(task_id))
+
+                    if method_name == "put":
+                        send_concurrency_message("asyncio_event", event_time, task_name, task_name, "lock",
+                                     "acquire_begin", frame.f_code.co_filename, frame.f_lineno, frame, lock_id=str(id(self_obj)))
+                    elif method_name == "_put":
+                        send_concurrency_message("asyncio_event", event_time, task_name, task_name, "lock",
+                                     "acquire_end", frame.f_code.co_filename, frame.f_lineno, frame, lock_id=str(id(self_obj)))
+                        send_concurrency_message("asyncio_event", event_time, task_name, task_name, "lock",
+                                     "release", frame.f_code.co_filename, frame.f_lineno, frame, lock_id=str(id(self_obj)))
+                    elif method_name == "get":
+                        back = frame.f_back
+                        if back.f_code.co_name != "send":
+                            send_concurrency_message("asyncio_event", event_time, task_name, task_name, "lock",
+                                         "acquire_begin", frame.f_code.co_filename, frame.f_lineno, frame, lock_id=str(id(self_obj)))
+                        else:
+                            send_concurrency_message("asyncio_event", event_time, task_name, task_name, "lock",
+                                         "acquire_end", frame.f_code.co_filename, frame.f_lineno, frame, lock_id=str(id(self_obj)))
+                            send_concurrency_message("asyncio_event", event_time, task_name, task_name, "lock",
+                                         "release", frame.f_code.co_filename, frame.f_lineno, frame, lock_id=str(id(self_obj)))
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_concurrency_analyser/pydevd_thread_wrappers.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_concurrency_analyser/pydevd_thread_wrappers.py
new file mode 100644
index 0000000..526bb0c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_concurrency_analyser/pydevd_thread_wrappers.py
@@ -0,0 +1,83 @@
+from _pydev_bundle._pydev_saved_modules import threading
+
+
+def wrapper(fun):
+
+    def pydev_after_run_call():
+        pass
+
+    def inner(*args, **kwargs):
+        fun(*args, **kwargs)
+        pydev_after_run_call()
+
+    return inner
+
+
+def wrap_attr(obj, attr):
+    t_save_start = getattr(obj, attr)
+    setattr(obj, attr, wrapper(t_save_start))
+    obj._pydev_run_patched = True
+
+
+class ObjectWrapper(object):
+
+    def __init__(self, obj):
+        self.wrapped_object = obj
+        try:
+            import functools
+            functools.update_wrapper(self, obj)
+        except:
+            pass
+
+    def __getattr__(self, attr):
+        orig_attr = getattr(self.wrapped_object, attr)  # .__getattribute__(attr)
+        if callable(orig_attr):
+
+            def patched_attr(*args, **kwargs):
+                self.call_begin(attr)
+                result = orig_attr(*args, **kwargs)
+                self.call_end(attr)
+                if result == self.wrapped_object:
+                    return self
+                return result
+
+            return patched_attr
+        else:
+            return orig_attr
+
+    def call_begin(self, attr):
+        pass
+
+    def call_end(self, attr):
+        pass
+
+    def __enter__(self):
+        self.call_begin("__enter__")
+        self.wrapped_object.__enter__()
+        self.call_end("__enter__")
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        self.call_begin("__exit__")
+        self.wrapped_object.__exit__(exc_type, exc_val, exc_tb)
+
+
+def factory_wrapper(fun):
+
+    def inner(*args, **kwargs):
+        obj = fun(*args, **kwargs)
+        return ObjectWrapper(obj)
+
+    return inner
+
+
+def wrap_threads():
+    # TODO: add wrappers for thread and _thread
+    # import _thread as mod
+    # print("Thread imported")
+    # mod.start_new_thread = wrapper(mod.start_new_thread)
+    threading.Lock = factory_wrapper(threading.Lock)
+    threading.RLock = factory_wrapper(threading.RLock)
+
+    # queue patching
+    import queue  # @UnresolvedImport
+    queue.Queue = factory_wrapper(queue.Queue)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_console.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_console.py
new file mode 100644
index 0000000..925e010
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_console.py
@@ -0,0 +1,270 @@
+'''An helper file for the pydev debugger (REPL) console
+'''
+import sys
+import traceback
+from _pydevd_bundle.pydevconsole_code import InteractiveConsole, _EvalAwaitInNewEventLoop
+from _pydev_bundle import _pydev_completer
+from _pydev_bundle.pydev_console_utils import BaseInterpreterInterface, BaseStdIn
+from _pydev_bundle.pydev_imports import Exec
+from _pydev_bundle.pydev_override import overrides
+from _pydevd_bundle import pydevd_save_locals
+from _pydevd_bundle.pydevd_io import IOBuf
+from pydevd_tracing import get_exception_traceback_str
+from _pydevd_bundle.pydevd_xml import make_valid_xml_value
+import inspect
+from _pydevd_bundle.pydevd_save_locals import update_globals_and_locals
+
+CONSOLE_OUTPUT = "output"
+CONSOLE_ERROR = "error"
+
+
+#=======================================================================================================================
+# ConsoleMessage
+#=======================================================================================================================
+class ConsoleMessage:
+    """Console Messages
+    """
+
+    def __init__(self):
+        self.more = False
+        # List of tuple [('error', 'error_message'), ('message_list', 'output_message')]
+        self.console_messages = []
+
+    def add_console_message(self, message_type, message):
+        """add messages in the console_messages list
+        """
+        for m in message.split("\n"):
+            if m.strip():
+                self.console_messages.append((message_type, m))
+
+    def update_more(self, more):
+        """more is set to true if further input is required from the user
+        else more is set to false
+        """
+        self.more = more
+
+    def to_xml(self):
+        """Create an XML for console message_list, error and more (true/false)
+        <xml>
+            <message_list>console message_list</message_list>
+            <error>console error</error>
+            <more>true/false</more>
+        </xml>
+        """
+        makeValid = make_valid_xml_value
+
+        xml = '<xml><more>%s</more>' % (self.more)
+
+        for message_type, message in self.console_messages:
+            xml += '<%s message="%s"></%s>' % (message_type, makeValid(message), message_type)
+
+        xml += '</xml>'
+
+        return xml
+
+
+#=======================================================================================================================
+# _DebugConsoleStdIn
+#=======================================================================================================================
+class _DebugConsoleStdIn(BaseStdIn):
+
+    @overrides(BaseStdIn.readline)
+    def readline(self, *args, **kwargs):
+        sys.stderr.write('Warning: Reading from stdin is still not supported in this console.\n')
+        return '\n'
+
+
+#=======================================================================================================================
+# DebugConsole
+#=======================================================================================================================
+class DebugConsole(InteractiveConsole, BaseInterpreterInterface):
+    """Wrapper around code.InteractiveConsole, in order to send
+    errors and outputs to the debug console
+    """
+
+    @overrides(BaseInterpreterInterface.create_std_in)
+    def create_std_in(self, *args, **kwargs):
+        try:
+            if not self.__buffer_output:
+                return sys.stdin
+        except:
+            pass
+
+        return _DebugConsoleStdIn()  # If buffered, raw_input is not supported in this console.
+
+    @overrides(InteractiveConsole.push)
+    def push(self, line, frame, buffer_output=True):
+        """Change built-in stdout and stderr methods by the
+        new custom StdMessage.
+        execute the InteractiveConsole.push.
+        Change the stdout and stderr back be the original built-ins
+
+        :param buffer_output: if False won't redirect the output.
+
+        Return boolean (True if more input is required else False),
+        output_messages and input_messages
+        """
+        self.__buffer_output = buffer_output
+        more = False
+        if buffer_output:
+            original_stdout = sys.stdout
+            original_stderr = sys.stderr
+        try:
+            try:
+                self.frame = frame
+                if buffer_output:
+                    out = sys.stdout = IOBuf()
+                    err = sys.stderr = IOBuf()
+                more = self.add_exec(line)
+            except Exception:
+                exc = get_exception_traceback_str()
+                if buffer_output:
+                    err.buflist.append("Internal Error: %s" % (exc,))
+                else:
+                    sys.stderr.write("Internal Error: %s\n" % (exc,))
+        finally:
+            # Remove frame references.
+            self.frame = None
+            frame = None
+            if buffer_output:
+                sys.stdout = original_stdout
+                sys.stderr = original_stderr
+
+        if buffer_output:
+            return more, out.buflist, err.buflist
+        else:
+            return more, [], []
+
+    @overrides(BaseInterpreterInterface.do_add_exec)
+    def do_add_exec(self, line):
+        return InteractiveConsole.push(self, line)
+
+    @overrides(InteractiveConsole.runcode)
+    def runcode(self, code):
+        """Execute a code object.
+
+        When an exception occurs, self.showtraceback() is called to
+        display a traceback.  All exceptions are caught except
+        SystemExit, which is reraised.
+
+        A note about KeyboardInterrupt: this exception may occur
+        elsewhere in this code, and may not always be caught.  The
+        caller should be prepared to deal with it.
+
+        """
+        try:
+            updated_globals = self.get_namespace()
+            initial_globals = updated_globals.copy()
+
+            updated_locals = None
+
+            is_async = False
+            if hasattr(inspect, 'CO_COROUTINE'):
+                is_async = inspect.CO_COROUTINE & code.co_flags == inspect.CO_COROUTINE
+
+            if is_async:
+                t = _EvalAwaitInNewEventLoop(code, updated_globals, updated_locals)
+                t.start()
+                t.join()
+
+                update_globals_and_locals(updated_globals, initial_globals, self.frame)
+                if t.exc:
+                    raise t.exc[1].with_traceback(t.exc[2])
+
+            else:
+                try:
+                    exec(code, updated_globals, updated_locals)
+                finally:
+                    update_globals_and_locals(updated_globals, initial_globals, self.frame)
+        except SystemExit:
+            raise
+        except:
+            # In case sys.excepthook called, use original excepthook #PyDev-877: Debug console freezes with Python 3.5+
+            # (showtraceback does it on python 3.5 onwards)
+            sys.excepthook = sys.__excepthook__
+            try:
+                self.showtraceback()
+            finally:
+                sys.__excepthook__ = sys.excepthook
+
+    def get_namespace(self):
+        dbg_namespace = {}
+        dbg_namespace.update(self.frame.f_globals)
+        dbg_namespace.update(self.frame.f_locals)  # locals later because it has precedence over the actual globals
+        return dbg_namespace
+
+
+#=======================================================================================================================
+# InteractiveConsoleCache
+#=======================================================================================================================
+class InteractiveConsoleCache:
+
+    thread_id = None
+    frame_id = None
+    interactive_console_instance = None
+
+
+# Note: On Jython 2.1 we can't use classmethod or staticmethod, so, just make the functions below free-functions.
+def get_interactive_console(thread_id, frame_id, frame, console_message):
+    """returns the global interactive console.
+    interactive console should have been initialized by this time
+    :rtype: DebugConsole
+    """
+    if InteractiveConsoleCache.thread_id == thread_id and InteractiveConsoleCache.frame_id == frame_id:
+        return InteractiveConsoleCache.interactive_console_instance
+
+    InteractiveConsoleCache.interactive_console_instance = DebugConsole()
+    InteractiveConsoleCache.thread_id = thread_id
+    InteractiveConsoleCache.frame_id = frame_id
+
+    console_stacktrace = traceback.extract_stack(frame, limit=1)
+    if console_stacktrace:
+        current_context = console_stacktrace[0]  # top entry from stacktrace
+        context_message = 'File "%s", line %s, in %s' % (current_context[0], current_context[1], current_context[2])
+        console_message.add_console_message(CONSOLE_OUTPUT, "[Current context]: %s" % (context_message,))
+    return InteractiveConsoleCache.interactive_console_instance
+
+
+def clear_interactive_console():
+    InteractiveConsoleCache.thread_id = None
+    InteractiveConsoleCache.frame_id = None
+    InteractiveConsoleCache.interactive_console_instance = None
+
+
+def execute_console_command(frame, thread_id, frame_id, line, buffer_output=True):
+    """fetch an interactive console instance from the cache and
+    push the received command to the console.
+
+    create and return an instance of console_message
+    """
+    console_message = ConsoleMessage()
+
+    interpreter = get_interactive_console(thread_id, frame_id, frame, console_message)
+    more, output_messages, error_messages = interpreter.push(line, frame, buffer_output)
+    console_message.update_more(more)
+
+    for message in output_messages:
+        console_message.add_console_message(CONSOLE_OUTPUT, message)
+
+    for message in error_messages:
+        console_message.add_console_message(CONSOLE_ERROR, message)
+
+    return console_message
+
+
+def get_description(frame, thread_id, frame_id, expression):
+    console_message = ConsoleMessage()
+    interpreter = get_interactive_console(thread_id, frame_id, frame, console_message)
+    try:
+        interpreter.frame = frame
+        return interpreter.getDescription(expression)
+    finally:
+        interpreter.frame = None
+
+
+def get_completions(frame, act_tok):
+    """ fetch all completions, create xml for the same
+    return the completions xml
+    """
+    return _pydev_completer.generate_completions_as_xml(frame, act_tok)
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_constants.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_constants.py
new file mode 100644
index 0000000..1b36524
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_constants.py
@@ -0,0 +1,792 @@
+'''
+This module holds the constants used for specifying the states of the debugger.
+'''
+from __future__ import nested_scopes
+import platform
+import weakref
+import struct
+import warnings
+import functools
+from contextlib import contextmanager
+
+STATE_RUN = 1
+STATE_SUSPEND = 2
+
+PYTHON_SUSPEND = 1
+DJANGO_SUSPEND = 2
+JINJA2_SUSPEND = 3
+
+int_types = (int,)
+
+# types does not include a MethodWrapperType
+try:
+    MethodWrapperType = type([].__str__)
+except:
+    MethodWrapperType = None
+
+import sys  # Note: the sys import must be here anyways (others depend on it)
+
+# Preload codecs to avoid imports to them later on which can potentially halt the debugger.
+import codecs as _codecs
+for _codec in ["ascii", "utf8", "utf-8", "latin1", "latin-1", "idna"]:
+    _codecs.lookup(_codec)
+
+
+class DebugInfoHolder:
+    # we have to put it here because it can be set through the command line (so, the
+    # already imported references would not have it).
+
+    # General information
+    DEBUG_TRACE_LEVEL = 0  # 0 = critical, 1 = info, 2 = debug, 3 = verbose
+
+    # Flags to debug specific points of the code.
+    DEBUG_RECORD_SOCKET_READS = False
+    DEBUG_TRACE_BREAKPOINTS = -1
+
+    PYDEVD_DEBUG_FILE = None
+
+
+# Any filename that starts with these strings is not traced nor shown to the user.
+# In Python 3.7 "<frozen ..." appears multiple times during import and should be ignored for the user.
+# In PyPy "<builtin> ..." can appear and should be ignored for the user.
+# <attrs is used internally by attrs
+# <__array_function__ is used by numpy
+IGNORE_BASENAMES_STARTING_WITH = ('<frozen ', '<builtin', '<attrs', '<__array_function__')
+
+# Note: <string> has special heuristics to know whether it should be traced or not (it's part of
+# user code when it's the <string> used in python -c and part of the library otherwise).
+
+# Any filename that starts with these strings is considered user (project) code. Note
+# that files for which we have a source mapping are also considered as a part of the project.
+USER_CODE_BASENAMES_STARTING_WITH = ('<ipython',)
+
+# Any filename that starts with these strings is considered library code (note: checked after USER_CODE_BASENAMES_STARTING_WITH).
+LIBRARY_CODE_BASENAMES_STARTING_WITH = ('<',)
+
+IS_CPYTHON = platform.python_implementation() == 'CPython'
+
+# Hold a reference to the original _getframe (because psyco will change that as soon as it's imported)
+IS_IRONPYTHON = sys.platform == 'cli'
+try:
+    get_frame = sys._getframe
+    if IS_IRONPYTHON:
+
+        def get_frame():
+            try:
+                return sys._getframe()
+            except ValueError:
+                pass
+
+except AttributeError:
+
+    def get_frame():
+        raise AssertionError('sys._getframe not available (possible causes: enable -X:Frames on IronPython?)')
+
+# Used to determine the maximum size of each variable passed to eclipse -- having a big value here may make
+# the communication slower -- as the variables are being gathered lazily in the latest version of eclipse,
+# this value was raised from 200 to 1000.
+MAXIMUM_VARIABLE_REPRESENTATION_SIZE = 1000
+# Prefix for saving functions return values in locals
+RETURN_VALUES_DICT = '__pydevd_ret_val_dict'
+GENERATED_LEN_ATTR_NAME = 'len()'
+
+import os
+
+from _pydevd_bundle import pydevd_vm_type
+
+# Constant detects when running on Jython/windows properly later on.
+IS_WINDOWS = sys.platform == 'win32'
+IS_LINUX = sys.platform in ('linux', 'linux2')
+IS_MAC = sys.platform == 'darwin'
+
+IS_64BIT_PROCESS = sys.maxsize > (2 ** 32)
+
+IS_JYTHON = pydevd_vm_type.get_vm_type() == pydevd_vm_type.PydevdVmType.JYTHON
+
+IS_PYPY = platform.python_implementation() == 'PyPy'
+
+if IS_JYTHON:
+    import java.lang.System  # @UnresolvedImport
+    IS_WINDOWS = java.lang.System.getProperty("os.name").lower().startswith("windows")
+
+USE_CUSTOM_SYS_CURRENT_FRAMES = not hasattr(sys, '_current_frames') or IS_PYPY
+USE_CUSTOM_SYS_CURRENT_FRAMES_MAP = USE_CUSTOM_SYS_CURRENT_FRAMES and (IS_PYPY or IS_IRONPYTHON)
+
+if USE_CUSTOM_SYS_CURRENT_FRAMES:
+
+    # Some versions of Jython don't have it (but we can provide a replacement)
+    if IS_JYTHON:
+        from java.lang import NoSuchFieldException
+        from org.python.core import ThreadStateMapping
+        try:
+            cachedThreadState = ThreadStateMapping.getDeclaredField('globalThreadStates')  # Dev version
+        except NoSuchFieldException:
+            cachedThreadState = ThreadStateMapping.getDeclaredField('cachedThreadState')  # Release Jython 2.7.0
+        cachedThreadState.accessible = True
+        thread_states = cachedThreadState.get(ThreadStateMapping)
+
+        def _current_frames():
+            as_array = thread_states.entrySet().toArray()
+            ret = {}
+            for thread_to_state in as_array:
+                thread = thread_to_state.getKey()
+                if thread is None:
+                    continue
+                thread_state = thread_to_state.getValue()
+                if thread_state is None:
+                    continue
+
+                frame = thread_state.frame
+                if frame is None:
+                    continue
+
+                ret[thread.getId()] = frame
+            return ret
+
+    elif USE_CUSTOM_SYS_CURRENT_FRAMES_MAP:
+        constructed_tid_to_last_frame = {}
+
+        # IronPython doesn't have it. Let's use our workaround...
+        def _current_frames():
+            return constructed_tid_to_last_frame
+
+    else:
+        raise RuntimeError('Unable to proceed (sys._current_frames not available in this Python implementation).')
+else:
+    _current_frames = sys._current_frames
+
+IS_PYTHON_STACKLESS = "stackless" in sys.version.lower()
+CYTHON_SUPPORTED = False
+
+python_implementation = platform.python_implementation()
+if python_implementation == 'CPython':
+    # Only available for CPython!
+    CYTHON_SUPPORTED = True
+
+#=======================================================================================================================
+# Python 3?
+#=======================================================================================================================
+IS_PY36_OR_GREATER = sys.version_info >= (3, 6)
+IS_PY37_OR_GREATER = sys.version_info >= (3, 7)
+IS_PY38_OR_GREATER = sys.version_info >= (3, 8)
+IS_PY39_OR_GREATER = sys.version_info >= (3, 9)
+IS_PY310_OR_GREATER = sys.version_info >= (3, 10)
+IS_PY311_OR_GREATER = sys.version_info >= (3, 11)
+
+
+def version_str(v):
+    return '.'.join((str(x) for x in v[:3])) + ''.join((str(x) for x in v[3:]))
+
+
+PY_VERSION_STR = version_str(sys.version_info)
+try:
+    PY_IMPL_VERSION_STR = version_str(sys.implementation.version)
+except AttributeError:
+    PY_IMPL_VERSION_STR = ''
+
+try:
+    PY_IMPL_NAME = sys.implementation.name
+except AttributeError:
+    PY_IMPL_NAME = ''
+
+ENV_TRUE_LOWER_VALUES = ('yes', 'true', '1')
+ENV_FALSE_LOWER_VALUES = ('no', 'false', '0')
+
+
+def is_true_in_env(env_key):
+    if isinstance(env_key, tuple):
+        # If a tuple, return True if any of those ends up being true.
+        for v in env_key:
+            if is_true_in_env(v):
+                return True
+        return False
+    else:
+        return os.getenv(env_key, '').lower() in ENV_TRUE_LOWER_VALUES
+
+
+def as_float_in_env(env_key, default):
+    value = os.getenv(env_key)
+    if value is None:
+        return default
+    try:
+        return float(value)
+    except Exception:
+        raise RuntimeError(
+            'Error: expected the env variable: %s to be set to a float value. Found: %s' % (
+                env_key, value))
+
+
+def as_int_in_env(env_key, default):
+    value = os.getenv(env_key)
+    if value is None:
+        return default
+    try:
+        return int(value)
+    except Exception:
+        raise RuntimeError(
+            'Error: expected the env variable: %s to be set to a int value. Found: %s' % (
+                env_key, value))
+
+
+# If true in env, use gevent mode.
+SUPPORT_GEVENT = is_true_in_env('GEVENT_SUPPORT')
+
+# Opt-in support to show gevent paused greenlets. False by default because if too many greenlets are
+# paused the UI can slow-down (i.e.: if 1000 greenlets are paused, each one would be shown separate
+# as a different thread, but if the UI isn't optimized for that the experience is lacking...).
+GEVENT_SHOW_PAUSED_GREENLETS = is_true_in_env('GEVENT_SHOW_PAUSED_GREENLETS')
+
+DISABLE_FILE_VALIDATION = is_true_in_env('PYDEVD_DISABLE_FILE_VALIDATION')
+
+GEVENT_SUPPORT_NOT_SET_MSG = os.getenv(
+    'GEVENT_SUPPORT_NOT_SET_MSG',
+    'It seems that the gevent monkey-patching is being used.\n'
+    'Please set an environment variable with:\n'
+    'GEVENT_SUPPORT=True\n'
+    'to enable gevent support in the debugger.'
+)
+
+USE_LIB_COPY = SUPPORT_GEVENT
+
+INTERACTIVE_MODE_AVAILABLE = sys.platform in ('darwin', 'win32') or os.getenv('DISPLAY') is not None
+
+# If true in env, forces cython to be used (raises error if not available).
+# If false in env, disables it.
+# If not specified, uses default heuristic to determine if it should be loaded.
+USE_CYTHON_FLAG = os.getenv('PYDEVD_USE_CYTHON')
+
+if USE_CYTHON_FLAG is not None:
+    USE_CYTHON_FLAG = USE_CYTHON_FLAG.lower()
+    if USE_CYTHON_FLAG not in ENV_TRUE_LOWER_VALUES and USE_CYTHON_FLAG not in ENV_FALSE_LOWER_VALUES:
+        raise RuntimeError('Unexpected value for PYDEVD_USE_CYTHON: %s (enable with one of: %s, disable with one of: %s)' % (
+            USE_CYTHON_FLAG, ENV_TRUE_LOWER_VALUES, ENV_FALSE_LOWER_VALUES))
+
+else:
+    if not CYTHON_SUPPORTED:
+        USE_CYTHON_FLAG = 'no'
+
+# If true in env, forces frame eval to be used (raises error if not available).
+# If false in env, disables it.
+# If not specified, uses default heuristic to determine if it should be loaded.
+PYDEVD_USE_FRAME_EVAL = os.getenv('PYDEVD_USE_FRAME_EVAL', '').lower()
+
+PYDEVD_IPYTHON_COMPATIBLE_DEBUGGING = is_true_in_env('PYDEVD_IPYTHON_COMPATIBLE_DEBUGGING')
+
+# If specified in PYDEVD_IPYTHON_CONTEXT it must be a string with the basename
+# and then the name of 2 methods in which the evaluate is done.
+PYDEVD_IPYTHON_CONTEXT = ('interactiveshell.py', 'run_code', 'run_ast_nodes')
+_ipython_ctx = os.getenv('PYDEVD_IPYTHON_CONTEXT')
+if _ipython_ctx:
+    PYDEVD_IPYTHON_CONTEXT = tuple(x.strip() for x in _ipython_ctx.split(','))
+    assert len(PYDEVD_IPYTHON_CONTEXT) == 3, 'Invalid PYDEVD_IPYTHON_CONTEXT: %s' % (_ipython_ctx,)
+
+# Use to disable loading the lib to set tracing to all threads (default is using heuristics based on where we're running).
+LOAD_NATIVE_LIB_FLAG = os.getenv('PYDEVD_LOAD_NATIVE_LIB', '').lower()
+
+LOG_TIME = os.getenv('PYDEVD_LOG_TIME', 'true').lower() in ENV_TRUE_LOWER_VALUES
+
+SHOW_COMPILE_CYTHON_COMMAND_LINE = is_true_in_env('PYDEVD_SHOW_COMPILE_CYTHON_COMMAND_LINE')
+
+LOAD_VALUES_ASYNC = is_true_in_env('PYDEVD_LOAD_VALUES_ASYNC')
+DEFAULT_VALUE = "__pydevd_value_async"
+ASYNC_EVAL_TIMEOUT_SEC = 60
+NEXT_VALUE_SEPARATOR = "__pydev_val__"
+BUILTINS_MODULE_NAME = 'builtins'
+SHOW_DEBUG_INFO_ENV = is_true_in_env(('PYCHARM_DEBUG', 'PYDEV_DEBUG', 'PYDEVD_DEBUG'))
+
+# Pandas customization.
+PANDAS_MAX_ROWS = as_int_in_env('PYDEVD_PANDAS_MAX_ROWS', 60)
+PANDAS_MAX_COLS = as_int_in_env('PYDEVD_PANDAS_MAX_COLS', 10)
+PANDAS_MAX_COLWIDTH = as_int_in_env('PYDEVD_PANDAS_MAX_COLWIDTH', 50)
+
+# If getting an attribute or computing some value is too slow, let the user know if the given timeout elapses.
+PYDEVD_WARN_SLOW_RESOLVE_TIMEOUT = as_float_in_env('PYDEVD_WARN_SLOW_RESOLVE_TIMEOUT', 0.15)
+
+# This timeout is used to track the time to send a message saying that the evaluation
+# is taking too long and possible mitigations.
+PYDEVD_WARN_EVALUATION_TIMEOUT = as_float_in_env('PYDEVD_WARN_EVALUATION_TIMEOUT', 3.)
+
+# If True in env shows a thread dump when the evaluation times out.
+PYDEVD_THREAD_DUMP_ON_WARN_EVALUATION_TIMEOUT = is_true_in_env('PYDEVD_THREAD_DUMP_ON_WARN_EVALUATION_TIMEOUT')
+
+# This timeout is used only when the mode that all threads are stopped/resumed at once is used
+# (i.e.: multi_threads_single_notification)
+#
+# In this mode, if some evaluation doesn't finish until this timeout, we notify the user
+# and then resume all threads until the evaluation finishes.
+#
+# A negative value will disable the timeout and a value of 0 will automatically run all threads
+# (without any notification) when the evaluation is started and pause all threads when the
+# evaluation is finished. A positive value will run run all threads after the timeout
+# elapses.
+PYDEVD_UNBLOCK_THREADS_TIMEOUT = as_float_in_env('PYDEVD_UNBLOCK_THREADS_TIMEOUT', -1.)
+
+# Timeout to interrupt a thread (so, if some evaluation doesn't finish until this
+# timeout, the thread doing the evaluation is interrupted).
+# A value <= 0 means this is disabled.
+# See: _pydevd_bundle.pydevd_timeout.create_interrupt_this_thread_callback for details
+# on how the thread interruption works (there are some caveats related to it).
+PYDEVD_INTERRUPT_THREAD_TIMEOUT = as_float_in_env('PYDEVD_INTERRUPT_THREAD_TIMEOUT', -1)
+
+# If PYDEVD_APPLY_PATCHING_TO_HIDE_PYDEVD_THREADS is set to False, the patching to hide pydevd threads won't be applied.
+PYDEVD_APPLY_PATCHING_TO_HIDE_PYDEVD_THREADS = os.getenv('PYDEVD_APPLY_PATCHING_TO_HIDE_PYDEVD_THREADS', 'true').lower() in ENV_TRUE_LOWER_VALUES
+
+EXCEPTION_TYPE_UNHANDLED = 'UNHANDLED'
+EXCEPTION_TYPE_USER_UNHANDLED = 'USER_UNHANDLED'
+EXCEPTION_TYPE_HANDLED = 'HANDLED'
+
+if SHOW_DEBUG_INFO_ENV:
+    # show debug info before the debugger start
+    DebugInfoHolder.DEBUG_RECORD_SOCKET_READS = True
+    DebugInfoHolder.DEBUG_TRACE_LEVEL = 3
+    DebugInfoHolder.DEBUG_TRACE_BREAKPOINTS = 1
+
+DebugInfoHolder.PYDEVD_DEBUG_FILE = os.getenv('PYDEVD_DEBUG_FILE')
+
+
+def protect_libraries_from_patching():
+    """
+    In this function we delete some modules from `sys.modules` dictionary and import them again inside
+      `_pydev_saved_modules` in order to save their original copies there. After that we can use these
+      saved modules within the debugger to protect them from patching by external libraries (e.g. gevent).
+    """
+    patched = ['threading', 'thread', '_thread', 'time', 'socket', 'queue', 'select',
+               'xmlrpclib', 'SimpleXMLRPCServer', 'BaseHTTPServer', 'SocketServer',
+               'xmlrpc.client', 'xmlrpc.server', 'http.server', 'socketserver']
+
+    for name in patched:
+        try:
+            __import__(name)
+        except:
+            pass
+
+    patched_modules = dict([(k, v) for k, v in sys.modules.items()
+                            if k in patched])
+
+    for name in patched_modules:
+        del sys.modules[name]
+
+    # import for side effects
+    import _pydev_bundle._pydev_saved_modules
+
+    for name in patched_modules:
+        sys.modules[name] = patched_modules[name]
+
+
+if USE_LIB_COPY:
+    protect_libraries_from_patching()
+
+from _pydev_bundle._pydev_saved_modules import thread, threading
+
+_fork_safe_locks = []
+
+if IS_JYTHON:
+
+    def ForkSafeLock(rlock=False):
+        if rlock:
+            return threading.RLock()
+        else:
+            return threading.Lock()
+
+else:
+
+    class ForkSafeLock(object):
+        '''
+        A lock which is fork-safe (when a fork is done, `pydevd_constants.after_fork()`
+        should be called to reset the locks in the new process to avoid deadlocks
+        from a lock which was locked during the fork).
+
+        Note:
+            Unlike `threading.Lock` this class is not completely atomic, so, doing:
+
+            lock = ForkSafeLock()
+            with lock:
+                ...
+
+            is different than using `threading.Lock` directly because the tracing may
+            find an additional function call on `__enter__` and on `__exit__`, so, it's
+            not recommended to use this in all places, only where the forking may be important
+            (so, for instance, the locks on PyDB should not be changed to this lock because
+            of that -- and those should all be collected in the new process because PyDB itself
+            should be completely cleared anyways).
+
+            It's possible to overcome this limitation by using `ForkSafeLock.acquire` and
+            `ForkSafeLock.release` instead of the context manager (as acquire/release are
+            bound to the original implementation, whereas __enter__/__exit__ is not due to Python
+            limitations).
+        '''
+
+        def __init__(self, rlock=False):
+            self._rlock = rlock
+            self._init()
+            _fork_safe_locks.append(weakref.ref(self))
+
+        def __enter__(self):
+            return self._lock.__enter__()
+
+        def __exit__(self, exc_type, exc_val, exc_tb):
+            return self._lock.__exit__(exc_type, exc_val, exc_tb)
+
+        def _init(self):
+            if self._rlock:
+                self._lock = threading.RLock()
+            else:
+                self._lock = thread.allocate_lock()
+
+            self.acquire = self._lock.acquire
+            self.release = self._lock.release
+            _fork_safe_locks.append(weakref.ref(self))
+
+
+def after_fork():
+    '''
+    Must be called after a fork operation (will reset the ForkSafeLock).
+    '''
+    global _fork_safe_locks
+    locks = _fork_safe_locks[:]
+    _fork_safe_locks = []
+    for lock in locks:
+        lock = lock()
+        if lock is not None:
+            lock._init()
+
+
+_thread_id_lock = ForkSafeLock()
+thread_get_ident = thread.get_ident
+
+
+def as_str(s):
+    assert isinstance(s, str)
+    return s
+
+
+@contextmanager
+def filter_all_warnings():
+    with warnings.catch_warnings():
+        warnings.filterwarnings("ignore")
+        yield
+
+
+def silence_warnings_decorator(func):
+
+    @functools.wraps(func)
+    def new_func(*args, **kwargs):
+        with filter_all_warnings():
+            return func(*args, **kwargs)
+
+    return new_func
+
+
+def sorted_dict_repr(d):
+    s = sorted(d.items(), key=lambda x:str(x[0]))
+    return '{' + ', '.join(('%r: %r' % x) for x in s) + '}'
+
+
+def iter_chars(b):
+    # In Python 2, we can iterate bytes or str with individual characters, but Python 3 onwards
+    # changed that behavior so that when iterating bytes we actually get ints!
+    if isinstance(b, bytes):
+        # i.e.: do something as struct.unpack('3c', b)
+        return iter(struct.unpack(str(len(b)) + 'c', b))
+    return iter(b)
+
+
+if IS_JYTHON:
+
+    def NO_FTRACE(frame, event, arg):
+        return None
+
+else:
+    _curr_trace = sys.gettrace()
+
+    # Set a temporary trace which does nothing for us to test (otherwise setting frame.f_trace has no
+    # effect).
+    def _temp_trace(frame, event, arg):
+        return None
+
+    sys.settrace(_temp_trace)
+
+    def _check_ftrace_set_none():
+        '''
+        Will throw an error when executing a line event
+        '''
+        sys._getframe().f_trace = None
+        _line_event = 1
+        _line_event = 2
+
+    try:
+        _check_ftrace_set_none()
+
+        def NO_FTRACE(frame, event, arg):
+            frame.f_trace = None
+            return None
+
+    except TypeError:
+
+        def NO_FTRACE(frame, event, arg):
+            # In Python <= 2.6 and <= 3.4, if we're tracing a method, frame.f_trace may not be set
+            # to None, it must always be set to a tracing function.
+            # See: tests_python.test_tracing_gotchas.test_tracing_gotchas
+            #
+            # Note: Python 2.7 sometimes works and sometimes it doesn't depending on the minor
+            # version because of https://bugs.python.org/issue20041 (although bug reports didn't
+            # include the minor version, so, mark for any Python 2.7 as I'm not completely sure
+            # the fix in later 2.7 versions is the same one we're dealing with).
+            return None
+
+    sys.settrace(_curr_trace)
+
+
+#=======================================================================================================================
+# get_pid
+#=======================================================================================================================
+def get_pid():
+    try:
+        return os.getpid()
+    except AttributeError:
+        try:
+            # Jython does not have it!
+            import java.lang.management.ManagementFactory  # @UnresolvedImport -- just for jython
+            pid = java.lang.management.ManagementFactory.getRuntimeMXBean().getName()
+            return pid.replace('@', '_')
+        except:
+            # ok, no pid available (will be unable to debug multiple processes)
+            return '000001'
+
+
+def clear_cached_thread_id(thread):
+    with _thread_id_lock:
+        try:
+            if thread.__pydevd_id__ != 'console_main':
+                # The console_main is a special thread id used in the console and its id should never be reset
+                # (otherwise we may no longer be able to get its variables -- see: https://www.brainwy.com/tracker/PyDev/776).
+                del thread.__pydevd_id__
+        except AttributeError:
+            pass
+
+
+# Don't let threads be collected (so that id(thread) is guaranteed to be unique).
+_thread_id_to_thread_found = {}
+
+
+def _get_or_compute_thread_id_with_lock(thread, is_current_thread):
+    with _thread_id_lock:
+        # We do a new check with the lock in place just to be sure that nothing changed
+        tid = getattr(thread, '__pydevd_id__', None)
+        if tid is not None:
+            return tid
+
+        _thread_id_to_thread_found[id(thread)] = thread
+
+        # Note: don't use thread.ident because a new thread may have the
+        # same id from an old thread.
+        pid = get_pid()
+        tid = 'pid_%s_id_%s' % (pid, id(thread))
+
+        thread.__pydevd_id__ = tid
+
+    return tid
+
+
+def get_current_thread_id(thread):
+    '''
+    Note: the difference from get_current_thread_id to get_thread_id is that
+    for the current thread we can get the thread id while the thread.ident
+    is still not set in the Thread instance.
+    '''
+    try:
+        # Fast path without getting lock.
+        tid = thread.__pydevd_id__
+        if tid is None:
+            # Fix for https://www.brainwy.com/tracker/PyDev/645
+            # if __pydevd_id__ is None, recalculate it... also, use an heuristic
+            # that gives us always the same id for the thread (using thread.ident or id(thread)).
+            raise AttributeError()
+    except AttributeError:
+        tid = _get_or_compute_thread_id_with_lock(thread, is_current_thread=True)
+
+    return tid
+
+
+def get_thread_id(thread):
+    try:
+        # Fast path without getting lock.
+        tid = thread.__pydevd_id__
+        if tid is None:
+            # Fix for https://www.brainwy.com/tracker/PyDev/645
+            # if __pydevd_id__ is None, recalculate it... also, use an heuristic
+            # that gives us always the same id for the thread (using thread.ident or id(thread)).
+            raise AttributeError()
+    except AttributeError:
+        tid = _get_or_compute_thread_id_with_lock(thread, is_current_thread=False)
+
+    return tid
+
+
+def set_thread_id(thread, thread_id):
+    with _thread_id_lock:
+        thread.__pydevd_id__ = thread_id
+
+
+#=======================================================================================================================
+# Null
+#=======================================================================================================================
+class Null:
+    """
+    Gotten from: http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/68205
+    """
+
+    def __init__(self, *args, **kwargs):
+        return None
+
+    def __call__(self, *args, **kwargs):
+        return self
+
+    def __enter__(self, *args, **kwargs):
+        return self
+
+    def __exit__(self, *args, **kwargs):
+        return self
+
+    def __getattr__(self, mname):
+        if len(mname) > 4 and mname[:2] == '__' and mname[-2:] == '__':
+            # Don't pretend to implement special method names.
+            raise AttributeError(mname)
+        return self
+
+    def __setattr__(self, name, value):
+        return self
+
+    def __delattr__(self, name):
+        return self
+
+    def __repr__(self):
+        return "<Null>"
+
+    def __str__(self):
+        return "Null"
+
+    def __len__(self):
+        return 0
+
+    def __getitem__(self):
+        return self
+
+    def __setitem__(self, *args, **kwargs):
+        pass
+
+    def write(self, *args, **kwargs):
+        pass
+
+    def __nonzero__(self):
+        return 0
+
+    def __iter__(self):
+        return iter(())
+
+
+# Default instance
+NULL = Null()
+
+
+class KeyifyList(object):
+
+    def __init__(self, inner, key):
+        self.inner = inner
+        self.key = key
+
+    def __len__(self):
+        return len(self.inner)
+
+    def __getitem__(self, k):
+        return self.key(self.inner[k])
+
+
+def call_only_once(func):
+    '''
+    To be used as a decorator
+
+    @call_only_once
+    def func():
+        print 'Calling func only this time'
+
+    Actually, in PyDev it must be called as:
+
+    func = call_only_once(func) to support older versions of Python.
+    '''
+
+    def new_func(*args, **kwargs):
+        if not new_func._called:
+            new_func._called = True
+            return func(*args, **kwargs)
+
+    new_func._called = False
+    return new_func
+
+
+# Protocol where each line is a new message (text is quoted to prevent new lines).
+# payload is xml
+QUOTED_LINE_PROTOCOL = 'quoted-line'
+ARGUMENT_QUOTED_LINE_PROTOCOL = 'protocol-quoted-line'
+
+# Uses http protocol to provide a new message.
+# i.e.: Content-Length:xxx\r\n\r\npayload
+# payload is xml
+HTTP_PROTOCOL = 'http'
+ARGUMENT_HTTP_PROTOCOL = 'protocol-http'
+
+# Message is sent without any header.
+# payload is json
+JSON_PROTOCOL = 'json'
+ARGUMENT_JSON_PROTOCOL = 'json-dap'
+
+# Same header as the HTTP_PROTOCOL
+# payload is json
+HTTP_JSON_PROTOCOL = 'http_json'
+ARGUMENT_HTTP_JSON_PROTOCOL = 'json-dap-http'
+
+ARGUMENT_PPID = 'ppid'
+
+
+class _GlobalSettings:
+    protocol = QUOTED_LINE_PROTOCOL
+
+
+def set_protocol(protocol):
+    expected = (HTTP_PROTOCOL, QUOTED_LINE_PROTOCOL, JSON_PROTOCOL, HTTP_JSON_PROTOCOL)
+    assert protocol in expected, 'Protocol (%s) should be one of: %s' % (
+        protocol, expected)
+
+    _GlobalSettings.protocol = protocol
+
+
+def get_protocol():
+    return _GlobalSettings.protocol
+
+
+def is_json_protocol():
+    return _GlobalSettings.protocol in (JSON_PROTOCOL, HTTP_JSON_PROTOCOL)
+
+
+class GlobalDebuggerHolder:
+    '''
+        Holder for the global debugger.
+    '''
+    global_dbg = None  # Note: don't rename (the name is used in our attach to process)
+
+
+def get_global_debugger():
+    return GlobalDebuggerHolder.global_dbg
+
+
+GetGlobalDebugger = get_global_debugger  # Backward-compatibility
+
+
+def set_global_debugger(dbg):
+    GlobalDebuggerHolder.global_dbg = dbg
+
+
+if __name__ == '__main__':
+    if Null():
+        sys.stdout.write('here\n')
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_custom_frames.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_custom_frames.py
new file mode 100644
index 0000000..66e400f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_custom_frames.py
@@ -0,0 +1,116 @@
+from _pydevd_bundle.pydevd_constants import get_current_thread_id, Null, ForkSafeLock
+from pydevd_file_utils import get_abs_path_real_path_and_base_from_frame
+from _pydev_bundle._pydev_saved_modules import thread, threading
+import sys
+from _pydev_bundle import pydev_log
+
+DEBUG = False
+
+
+class CustomFramesContainer:
+
+    # Actual Values initialized later on.
+    custom_frames_lock = None  # : :type custom_frames_lock: threading.Lock
+
+    custom_frames = None
+
+    _next_frame_id = None
+
+    _py_db_command_thread_event = None
+
+
+def custom_frames_container_init():  # Note: no staticmethod on jython 2.1 (so, use free-function)
+
+    CustomFramesContainer.custom_frames_lock = ForkSafeLock()
+
+    # custom_frames can only be accessed if properly locked with custom_frames_lock!
+    # Key is a string identifying the frame (as well as the thread it belongs to).
+    # Value is a CustomFrame.
+    #
+    CustomFramesContainer.custom_frames = {}
+
+    # Only to be used in this module
+    CustomFramesContainer._next_frame_id = 0
+
+    # This is the event we must set to release an internal process events. It's later set by the actual debugger
+    # when we do create the debugger.
+    CustomFramesContainer._py_db_command_thread_event = Null()
+
+
+# Initialize it the first time (it may be reinitialized later on when dealing with a fork).
+custom_frames_container_init()
+
+
+class CustomFrame:
+
+    def __init__(self, name, frame, thread_id):
+        # 0 = string with the representation of that frame
+        self.name = name
+
+        # 1 = the frame to show
+        self.frame = frame
+
+        # 2 = an integer identifying the last time the frame was changed.
+        self.mod_time = 0
+
+        # 3 = the thread id of the given frame
+        self.thread_id = thread_id
+
+
+def add_custom_frame(frame, name, thread_id):
+    '''
+    It's possible to show paused frames by adding a custom frame through this API (it's
+    intended to be used for coroutines, but could potentially be used for generators too).
+
+    :param frame:
+        The topmost frame to be shown paused when a thread with thread.ident == thread_id is paused.
+
+    :param name:
+        The name to be shown for the custom thread in the UI.
+
+    :param thread_id:
+        The thread id to which this frame is related (must match thread.ident).
+
+    :return: str
+        Returns the custom thread id which will be used to show the given frame paused.
+    '''
+    with CustomFramesContainer.custom_frames_lock:
+        curr_thread_id = get_current_thread_id(threading.current_thread())
+        next_id = CustomFramesContainer._next_frame_id = CustomFramesContainer._next_frame_id + 1
+
+        # Note: the frame id kept contains an id and thread information on the thread where the frame was added
+        # so that later on we can check if the frame is from the current thread by doing frame_id.endswith('|'+thread_id).
+        frame_custom_thread_id = '__frame__:%s|%s' % (next_id, curr_thread_id)
+        if DEBUG:
+            sys.stderr.write('add_custom_frame: %s (%s) %s %s\n' % (
+                frame_custom_thread_id, get_abs_path_real_path_and_base_from_frame(frame)[-1], frame.f_lineno, frame.f_code.co_name))
+
+        CustomFramesContainer.custom_frames[frame_custom_thread_id] = CustomFrame(name, frame, thread_id)
+        CustomFramesContainer._py_db_command_thread_event.set()
+        return frame_custom_thread_id
+
+
+def update_custom_frame(frame_custom_thread_id, frame, thread_id, name=None):
+    with CustomFramesContainer.custom_frames_lock:
+        if DEBUG:
+            sys.stderr.write('update_custom_frame: %s\n' % frame_custom_thread_id)
+        try:
+            old = CustomFramesContainer.custom_frames[frame_custom_thread_id]
+            if name is not None:
+                old.name = name
+            old.mod_time += 1
+            old.thread_id = thread_id
+        except:
+            sys.stderr.write('Unable to get frame to replace: %s\n' % (frame_custom_thread_id,))
+            pydev_log.exception()
+
+        CustomFramesContainer._py_db_command_thread_event.set()
+
+
+def remove_custom_frame(frame_custom_thread_id):
+    with CustomFramesContainer.custom_frames_lock:
+        if DEBUG:
+            sys.stderr.write('remove_custom_frame: %s\n' % frame_custom_thread_id)
+        CustomFramesContainer.custom_frames.pop(frame_custom_thread_id, None)
+        CustomFramesContainer._py_db_command_thread_event.set()
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython.c b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython.c
new file mode 100644
index 0000000..e50c22c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython.c
@@ -0,0 +1,43164 @@
+/* Generated by Cython 0.29.32 */
+
+/* BEGIN: Cython Metadata
+{
+    "distutils": {
+        "depends": [],
+        "name": "_pydevd_bundle.pydevd_cython",
+        "sources": [
+            "_pydevd_bundle/pydevd_cython.pyx"
+        ]
+    },
+    "module_name": "_pydevd_bundle.pydevd_cython"
+}
+END: Cython Metadata */
+
+#ifndef PY_SSIZE_T_CLEAN
+#define PY_SSIZE_T_CLEAN
+#endif /* PY_SSIZE_T_CLEAN */
+#include "Python.h"
+#if PY_VERSION_HEX >= 0x03090000
+#include "internal/pycore_gc.h"
+#include "internal/pycore_interp.h"
+#endif
+
+#ifndef Py_PYTHON_H
+    #error Python headers needed to compile C extensions, please install development version of Python.
+#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000)
+    #error Cython requires Python 2.6+ or Python 3.3+.
+#else
+#define CYTHON_ABI "0_29_32"
+#define CYTHON_HEX_VERSION 0x001D20F0
+#define CYTHON_FUTURE_DIVISION 0
+#include <stddef.h>
+#ifndef offsetof
+  #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
+#endif
+#if !defined(WIN32) && !defined(MS_WINDOWS)
+  #ifndef __stdcall
+    #define __stdcall
+  #endif
+  #ifndef __cdecl
+    #define __cdecl
+  #endif
+  #ifndef __fastcall
+    #define __fastcall
+  #endif
+#endif
+#ifndef DL_IMPORT
+  #define DL_IMPORT(t) t
+#endif
+#ifndef DL_EXPORT
+  #define DL_EXPORT(t) t
+#endif
+#define __PYX_COMMA ,
+#ifndef HAVE_LONG_LONG
+  #if PY_VERSION_HEX >= 0x02070000
+    #define HAVE_LONG_LONG
+  #endif
+#endif
+#ifndef PY_LONG_LONG
+  #define PY_LONG_LONG LONG_LONG
+#endif
+#ifndef Py_HUGE_VAL
+  #define Py_HUGE_VAL HUGE_VAL
+#endif
+#ifdef PYPY_VERSION
+  #define CYTHON_COMPILING_IN_PYPY 1
+  #define CYTHON_COMPILING_IN_PYSTON 0
+  #define CYTHON_COMPILING_IN_CPYTHON 0
+  #define CYTHON_COMPILING_IN_NOGIL 0
+  #undef CYTHON_USE_TYPE_SLOTS
+  #define CYTHON_USE_TYPE_SLOTS 0
+  #undef CYTHON_USE_PYTYPE_LOOKUP
+  #define CYTHON_USE_PYTYPE_LOOKUP 0
+  #if PY_VERSION_HEX < 0x03050000
+    #undef CYTHON_USE_ASYNC_SLOTS
+    #define CYTHON_USE_ASYNC_SLOTS 0
+  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
+    #define CYTHON_USE_ASYNC_SLOTS 1
+  #endif
+  #undef CYTHON_USE_PYLIST_INTERNALS
+  #define CYTHON_USE_PYLIST_INTERNALS 0
+  #undef CYTHON_USE_UNICODE_INTERNALS
+  #define CYTHON_USE_UNICODE_INTERNALS 0
+  #undef CYTHON_USE_UNICODE_WRITER
+  #define CYTHON_USE_UNICODE_WRITER 0
+  #undef CYTHON_USE_PYLONG_INTERNALS
+  #define CYTHON_USE_PYLONG_INTERNALS 0
+  #undef CYTHON_AVOID_BORROWED_REFS
+  #define CYTHON_AVOID_BORROWED_REFS 1
+  #undef CYTHON_ASSUME_SAFE_MACROS
+  #define CYTHON_ASSUME_SAFE_MACROS 0
+  #undef CYTHON_UNPACK_METHODS
+  #define CYTHON_UNPACK_METHODS 0
+  #undef CYTHON_FAST_THREAD_STATE
+  #define CYTHON_FAST_THREAD_STATE 0
+  #undef CYTHON_FAST_PYCALL
+  #define CYTHON_FAST_PYCALL 0
+  #undef CYTHON_PEP489_MULTI_PHASE_INIT
+  #define CYTHON_PEP489_MULTI_PHASE_INIT 0
+  #undef CYTHON_USE_TP_FINALIZE
+  #define CYTHON_USE_TP_FINALIZE 0
+  #undef CYTHON_USE_DICT_VERSIONS
+  #define CYTHON_USE_DICT_VERSIONS 0
+  #undef CYTHON_USE_EXC_INFO_STACK
+  #define CYTHON_USE_EXC_INFO_STACK 0
+  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+    #define CYTHON_UPDATE_DESCRIPTOR_DOC (PYPY_VERSION_HEX >= 0x07030900)
+  #endif
+#elif defined(PYSTON_VERSION)
+  #define CYTHON_COMPILING_IN_PYPY 0
+  #define CYTHON_COMPILING_IN_PYSTON 1
+  #define CYTHON_COMPILING_IN_CPYTHON 0
+  #define CYTHON_COMPILING_IN_NOGIL 0
+  #ifndef CYTHON_USE_TYPE_SLOTS
+    #define CYTHON_USE_TYPE_SLOTS 1
+  #endif
+  #undef CYTHON_USE_PYTYPE_LOOKUP
+  #define CYTHON_USE_PYTYPE_LOOKUP 0
+  #undef CYTHON_USE_ASYNC_SLOTS
+  #define CYTHON_USE_ASYNC_SLOTS 0
+  #undef CYTHON_USE_PYLIST_INTERNALS
+  #define CYTHON_USE_PYLIST_INTERNALS 0
+  #ifndef CYTHON_USE_UNICODE_INTERNALS
+    #define CYTHON_USE_UNICODE_INTERNALS 1
+  #endif
+  #undef CYTHON_USE_UNICODE_WRITER
+  #define CYTHON_USE_UNICODE_WRITER 0
+  #undef CYTHON_USE_PYLONG_INTERNALS
+  #define CYTHON_USE_PYLONG_INTERNALS 0
+  #ifndef CYTHON_AVOID_BORROWED_REFS
+    #define CYTHON_AVOID_BORROWED_REFS 0
+  #endif
+  #ifndef CYTHON_ASSUME_SAFE_MACROS
+    #define CYTHON_ASSUME_SAFE_MACROS 1
+  #endif
+  #ifndef CYTHON_UNPACK_METHODS
+    #define CYTHON_UNPACK_METHODS 1
+  #endif
+  #undef CYTHON_FAST_THREAD_STATE
+  #define CYTHON_FAST_THREAD_STATE 0
+  #undef CYTHON_FAST_PYCALL
+  #define CYTHON_FAST_PYCALL 0
+  #undef CYTHON_PEP489_MULTI_PHASE_INIT
+  #define CYTHON_PEP489_MULTI_PHASE_INIT 0
+  #undef CYTHON_USE_TP_FINALIZE
+  #define CYTHON_USE_TP_FINALIZE 0
+  #undef CYTHON_USE_DICT_VERSIONS
+  #define CYTHON_USE_DICT_VERSIONS 0
+  #undef CYTHON_USE_EXC_INFO_STACK
+  #define CYTHON_USE_EXC_INFO_STACK 0
+  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+    #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
+  #endif
+#elif defined(PY_NOGIL)
+  #define CYTHON_COMPILING_IN_PYPY 0
+  #define CYTHON_COMPILING_IN_PYSTON 0
+  #define CYTHON_COMPILING_IN_CPYTHON 0
+  #define CYTHON_COMPILING_IN_NOGIL 1
+  #ifndef CYTHON_USE_TYPE_SLOTS
+    #define CYTHON_USE_TYPE_SLOTS 1
+  #endif
+  #undef CYTHON_USE_PYTYPE_LOOKUP
+  #define CYTHON_USE_PYTYPE_LOOKUP 0
+  #ifndef CYTHON_USE_ASYNC_SLOTS
+    #define CYTHON_USE_ASYNC_SLOTS 1
+  #endif
+  #undef CYTHON_USE_PYLIST_INTERNALS
+  #define CYTHON_USE_PYLIST_INTERNALS 0
+  #ifndef CYTHON_USE_UNICODE_INTERNALS
+    #define CYTHON_USE_UNICODE_INTERNALS 1
+  #endif
+  #undef CYTHON_USE_UNICODE_WRITER
+  #define CYTHON_USE_UNICODE_WRITER 0
+  #undef CYTHON_USE_PYLONG_INTERNALS
+  #define CYTHON_USE_PYLONG_INTERNALS 0
+  #ifndef CYTHON_AVOID_BORROWED_REFS
+    #define CYTHON_AVOID_BORROWED_REFS 0
+  #endif
+  #ifndef CYTHON_ASSUME_SAFE_MACROS
+    #define CYTHON_ASSUME_SAFE_MACROS 1
+  #endif
+  #ifndef CYTHON_UNPACK_METHODS
+    #define CYTHON_UNPACK_METHODS 1
+  #endif
+  #undef CYTHON_FAST_THREAD_STATE
+  #define CYTHON_FAST_THREAD_STATE 0
+  #undef CYTHON_FAST_PYCALL
+  #define CYTHON_FAST_PYCALL 0
+  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
+    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+  #endif
+  #ifndef CYTHON_USE_TP_FINALIZE
+    #define CYTHON_USE_TP_FINALIZE 1
+  #endif
+  #undef CYTHON_USE_DICT_VERSIONS
+  #define CYTHON_USE_DICT_VERSIONS 0
+  #undef CYTHON_USE_EXC_INFO_STACK
+  #define CYTHON_USE_EXC_INFO_STACK 0
+#else
+  #define CYTHON_COMPILING_IN_PYPY 0
+  #define CYTHON_COMPILING_IN_PYSTON 0
+  #define CYTHON_COMPILING_IN_CPYTHON 1
+  #define CYTHON_COMPILING_IN_NOGIL 0
+  #ifndef CYTHON_USE_TYPE_SLOTS
+    #define CYTHON_USE_TYPE_SLOTS 1
+  #endif
+  #if PY_VERSION_HEX < 0x02070000
+    #undef CYTHON_USE_PYTYPE_LOOKUP
+    #define CYTHON_USE_PYTYPE_LOOKUP 0
+  #elif !defined(CYTHON_USE_PYTYPE_LOOKUP)
+    #define CYTHON_USE_PYTYPE_LOOKUP 1
+  #endif
+  #if PY_MAJOR_VERSION < 3
+    #undef CYTHON_USE_ASYNC_SLOTS
+    #define CYTHON_USE_ASYNC_SLOTS 0
+  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
+    #define CYTHON_USE_ASYNC_SLOTS 1
+  #endif
+  #if PY_VERSION_HEX < 0x02070000
+    #undef CYTHON_USE_PYLONG_INTERNALS
+    #define CYTHON_USE_PYLONG_INTERNALS 0
+  #elif !defined(CYTHON_USE_PYLONG_INTERNALS)
+    #define CYTHON_USE_PYLONG_INTERNALS 1
+  #endif
+  #ifndef CYTHON_USE_PYLIST_INTERNALS
+    #define CYTHON_USE_PYLIST_INTERNALS 1
+  #endif
+  #ifndef CYTHON_USE_UNICODE_INTERNALS
+    #define CYTHON_USE_UNICODE_INTERNALS 1
+  #endif
+  #if PY_VERSION_HEX < 0x030300F0 || PY_VERSION_HEX >= 0x030B00A2
+    #undef CYTHON_USE_UNICODE_WRITER
+    #define CYTHON_USE_UNICODE_WRITER 0
+  #elif !defined(CYTHON_USE_UNICODE_WRITER)
+    #define CYTHON_USE_UNICODE_WRITER 1
+  #endif
+  #ifndef CYTHON_AVOID_BORROWED_REFS
+    #define CYTHON_AVOID_BORROWED_REFS 0
+  #endif
+  #ifndef CYTHON_ASSUME_SAFE_MACROS
+    #define CYTHON_ASSUME_SAFE_MACROS 1
+  #endif
+  #ifndef CYTHON_UNPACK_METHODS
+    #define CYTHON_UNPACK_METHODS 1
+  #endif
+  #if PY_VERSION_HEX >= 0x030B00A4
+    #undef CYTHON_FAST_THREAD_STATE
+    #define CYTHON_FAST_THREAD_STATE 0
+  #elif !defined(CYTHON_FAST_THREAD_STATE)
+    #define CYTHON_FAST_THREAD_STATE 1
+  #endif
+  #ifndef CYTHON_FAST_PYCALL
+    #define CYTHON_FAST_PYCALL (PY_VERSION_HEX < 0x030A0000)
+  #endif
+  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
+    #define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000)
+  #endif
+  #ifndef CYTHON_USE_TP_FINALIZE
+    #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1)
+  #endif
+  #ifndef CYTHON_USE_DICT_VERSIONS
+    #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1)
+  #endif
+  #if PY_VERSION_HEX >= 0x030B00A4
+    #undef CYTHON_USE_EXC_INFO_STACK
+    #define CYTHON_USE_EXC_INFO_STACK 0
+  #elif !defined(CYTHON_USE_EXC_INFO_STACK)
+    #define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3)
+  #endif
+  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+    #define CYTHON_UPDATE_DESCRIPTOR_DOC 1
+  #endif
+#endif
+#if !defined(CYTHON_FAST_PYCCALL)
+#define CYTHON_FAST_PYCCALL  (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
+#endif
+#if CYTHON_USE_PYLONG_INTERNALS
+  #if PY_MAJOR_VERSION < 3
+    #include "longintrepr.h"
+  #endif
+  #undef SHIFT
+  #undef BASE
+  #undef MASK
+  #ifdef SIZEOF_VOID_P
+    enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) };
+  #endif
+#endif
+#ifndef __has_attribute
+  #define __has_attribute(x) 0
+#endif
+#ifndef __has_cpp_attribute
+  #define __has_cpp_attribute(x) 0
+#endif
+#ifndef CYTHON_RESTRICT
+  #if defined(__GNUC__)
+    #define CYTHON_RESTRICT __restrict__
+  #elif defined(_MSC_VER) && _MSC_VER >= 1400
+    #define CYTHON_RESTRICT __restrict
+  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+    #define CYTHON_RESTRICT restrict
+  #else
+    #define CYTHON_RESTRICT
+  #endif
+#endif
+#ifndef CYTHON_UNUSED
+# if defined(__GNUC__)
+#   if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
+#     define CYTHON_UNUSED __attribute__ ((__unused__))
+#   else
+#     define CYTHON_UNUSED
+#   endif
+# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
+#   define CYTHON_UNUSED __attribute__ ((__unused__))
+# else
+#   define CYTHON_UNUSED
+# endif
+#endif
+#ifndef CYTHON_MAYBE_UNUSED_VAR
+#  if defined(__cplusplus)
+     template<class T> void CYTHON_MAYBE_UNUSED_VAR( const T& ) { }
+#  else
+#    define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x)
+#  endif
+#endif
+#ifndef CYTHON_NCP_UNUSED
+# if CYTHON_COMPILING_IN_CPYTHON
+#  define CYTHON_NCP_UNUSED
+# else
+#  define CYTHON_NCP_UNUSED CYTHON_UNUSED
+# endif
+#endif
+#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)
+#ifdef _MSC_VER
+    #ifndef _MSC_STDINT_H_
+        #if _MSC_VER < 1300
+           typedef unsigned char     uint8_t;
+           typedef unsigned int      uint32_t;
+        #else
+           typedef unsigned __int8   uint8_t;
+           typedef unsigned __int32  uint32_t;
+        #endif
+    #endif
+#else
+   #include <stdint.h>
+#endif
+#ifndef CYTHON_FALLTHROUGH
+  #if defined(__cplusplus) && __cplusplus >= 201103L
+    #if __has_cpp_attribute(fallthrough)
+      #define CYTHON_FALLTHROUGH [[fallthrough]]
+    #elif __has_cpp_attribute(clang::fallthrough)
+      #define CYTHON_FALLTHROUGH [[clang::fallthrough]]
+    #elif __has_cpp_attribute(gnu::fallthrough)
+      #define CYTHON_FALLTHROUGH [[gnu::fallthrough]]
+    #endif
+  #endif
+  #ifndef CYTHON_FALLTHROUGH
+    #if __has_attribute(fallthrough)
+      #define CYTHON_FALLTHROUGH __attribute__((fallthrough))
+    #else
+      #define CYTHON_FALLTHROUGH
+    #endif
+  #endif
+  #if defined(__clang__ ) && defined(__apple_build_version__)
+    #if __apple_build_version__ < 7000000
+      #undef  CYTHON_FALLTHROUGH
+      #define CYTHON_FALLTHROUGH
+    #endif
+  #endif
+#endif
+
+#ifndef CYTHON_INLINE
+  #if defined(__clang__)
+    #define CYTHON_INLINE __inline__ __attribute__ ((__unused__))
+  #elif defined(__GNUC__)
+    #define CYTHON_INLINE __inline__
+  #elif defined(_MSC_VER)
+    #define CYTHON_INLINE __inline
+  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+    #define CYTHON_INLINE inline
+  #else
+    #define CYTHON_INLINE
+  #endif
+#endif
+
+#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
+  #define Py_OptimizeFlag 0
+#endif
+#define __PYX_BUILD_PY_SSIZE_T "n"
+#define CYTHON_FORMAT_SSIZE_T "z"
+#if PY_MAJOR_VERSION < 3
+  #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
+  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
+          PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+  #define __Pyx_DefaultClassType PyClass_Type
+#else
+  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
+  #define __Pyx_DefaultClassType PyType_Type
+#if PY_VERSION_HEX >= 0x030B00A1
+    static CYTHON_INLINE PyCodeObject* __Pyx_PyCode_New(int a, int k, int l, int s, int f,
+                                                    PyObject *code, PyObject *c, PyObject* n, PyObject *v,
+                                                    PyObject *fv, PyObject *cell, PyObject* fn,
+                                                    PyObject *name, int fline, PyObject *lnos) {
+        PyObject *kwds=NULL, *argcount=NULL, *posonlyargcount=NULL, *kwonlyargcount=NULL;
+        PyObject *nlocals=NULL, *stacksize=NULL, *flags=NULL, *replace=NULL, *call_result=NULL, *empty=NULL;
+        const char *fn_cstr=NULL;
+        const char *name_cstr=NULL;
+        PyCodeObject* co=NULL;
+        PyObject *type, *value, *traceback;
+        PyErr_Fetch(&type, &value, &traceback);
+        if (!(kwds=PyDict_New())) goto end;
+        if (!(argcount=PyLong_FromLong(a))) goto end;
+        if (PyDict_SetItemString(kwds, "co_argcount", argcount) != 0) goto end;
+        if (!(posonlyargcount=PyLong_FromLong(0))) goto end;
+        if (PyDict_SetItemString(kwds, "co_posonlyargcount", posonlyargcount) != 0) goto end;
+        if (!(kwonlyargcount=PyLong_FromLong(k))) goto end;
+        if (PyDict_SetItemString(kwds, "co_kwonlyargcount", kwonlyargcount) != 0) goto end;
+        if (!(nlocals=PyLong_FromLong(l))) goto end;
+        if (PyDict_SetItemString(kwds, "co_nlocals", nlocals) != 0) goto end;
+        if (!(stacksize=PyLong_FromLong(s))) goto end;
+        if (PyDict_SetItemString(kwds, "co_stacksize", stacksize) != 0) goto end;
+        if (!(flags=PyLong_FromLong(f))) goto end;
+        if (PyDict_SetItemString(kwds, "co_flags", flags) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_code", code) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_consts", c) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_names", n) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_varnames", v) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_freevars", fv) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_cellvars", cell) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_linetable", lnos) != 0) goto end;
+        if (!(fn_cstr=PyUnicode_AsUTF8AndSize(fn, NULL))) goto end;
+        if (!(name_cstr=PyUnicode_AsUTF8AndSize(name, NULL))) goto end;
+        if (!(co = PyCode_NewEmpty(fn_cstr, name_cstr, fline))) goto end;
+        if (!(replace = PyObject_GetAttrString((PyObject*)co, "replace"))) goto cleanup_code_too;
+        if (!(empty = PyTuple_New(0))) goto cleanup_code_too; // unfortunately __pyx_empty_tuple isn't available here
+        if (!(call_result = PyObject_Call(replace, empty, kwds))) goto cleanup_code_too;
+        Py_XDECREF((PyObject*)co);
+        co = (PyCodeObject*)call_result;
+        call_result = NULL;
+        if (0) {
+            cleanup_code_too:
+            Py_XDECREF((PyObject*)co);
+            co = NULL;
+        }
+        end:
+        Py_XDECREF(kwds);
+        Py_XDECREF(argcount);
+        Py_XDECREF(posonlyargcount);
+        Py_XDECREF(kwonlyargcount);
+        Py_XDECREF(nlocals);
+        Py_XDECREF(stacksize);
+        Py_XDECREF(replace);
+        Py_XDECREF(call_result);
+        Py_XDECREF(empty);
+        if (type) {
+            PyErr_Restore(type, value, traceback);
+        }
+        return co;
+    }
+#else
+  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
+          PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+#endif
+  #define __Pyx_DefaultClassType PyType_Type
+#endif
+#ifndef Py_TPFLAGS_CHECKTYPES
+  #define Py_TPFLAGS_CHECKTYPES 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_INDEX
+  #define Py_TPFLAGS_HAVE_INDEX 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
+  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_FINALIZE
+  #define Py_TPFLAGS_HAVE_FINALIZE 0
+#endif
+#ifndef METH_STACKLESS
+  #define METH_STACKLESS 0
+#endif
+#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL)
+  #ifndef METH_FASTCALL
+     #define METH_FASTCALL 0x80
+  #endif
+  typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
+  typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
+                                                          Py_ssize_t nargs, PyObject *kwnames);
+#else
+  #define __Pyx_PyCFunctionFast _PyCFunctionFast
+  #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
+#endif
+#if CYTHON_FAST_PYCCALL
+#define __Pyx_PyFastCFunction_Check(func)\
+    ((PyCFunction_Check(func) && (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS)))))
+#else
+#define __Pyx_PyFastCFunction_Check(func) 0
+#endif
+#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc)
+  #define PyObject_Malloc(s)   PyMem_Malloc(s)
+  #define PyObject_Free(p)     PyMem_Free(p)
+  #define PyObject_Realloc(p)  PyMem_Realloc(p)
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030400A1
+  #define PyMem_RawMalloc(n)           PyMem_Malloc(n)
+  #define PyMem_RawRealloc(p, n)       PyMem_Realloc(p, n)
+  #define PyMem_RawFree(p)             PyMem_Free(p)
+#endif
+#if CYTHON_COMPILING_IN_PYSTON
+  #define __Pyx_PyCode_HasFreeVars(co)  PyCode_HasFreeVars(co)
+  #define __Pyx_PyFrame_SetLineNumber(frame, lineno) PyFrame_SetLineNumber(frame, lineno)
+#else
+  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
+  #define __Pyx_PyFrame_SetLineNumber(frame, lineno)  (frame)->f_lineno = (lineno)
+#endif
+#if !CYTHON_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000
+  #define __Pyx_PyThreadState_Current PyThreadState_GET()
+#elif PY_VERSION_HEX >= 0x03060000
+  #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
+#elif PY_VERSION_HEX >= 0x03000000
+  #define __Pyx_PyThreadState_Current PyThreadState_GET()
+#else
+  #define __Pyx_PyThreadState_Current _PyThreadState_Current
+#endif
+#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT)
+#include "pythread.h"
+#define Py_tss_NEEDS_INIT 0
+typedef int Py_tss_t;
+static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) {
+  *key = PyThread_create_key();
+  return 0;
+}
+static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) {
+  Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t));
+  *key = Py_tss_NEEDS_INIT;
+  return key;
+}
+static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) {
+  PyObject_Free(key);
+}
+static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) {
+  return *key != Py_tss_NEEDS_INIT;
+}
+static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) {
+  PyThread_delete_key(*key);
+  *key = Py_tss_NEEDS_INIT;
+}
+static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) {
+  return PyThread_set_key_value(*key, value);
+}
+static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
+  return PyThread_get_key_value(*key);
+}
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized)
+#define __Pyx_PyDict_NewPresized(n)  ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
+#else
+#define __Pyx_PyDict_NewPresized(n)  PyDict_New()
+#endif
+#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION
+  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
+  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
+#else
+  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_Divide(x,y)
+  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && CYTHON_USE_UNICODE_INTERNALS
+#define __Pyx_PyDict_GetItemStr(dict, name)  _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
+#else
+#define __Pyx_PyDict_GetItemStr(dict, name)  PyDict_GetItem(dict, name)
+#endif
+#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
+  #define CYTHON_PEP393_ENABLED 1
+  #if defined(PyUnicode_IS_READY)
+  #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
+                                              0 : _PyUnicode_Ready((PyObject *)(op)))
+  #else
+  #define __Pyx_PyUnicode_READY(op)       (0)
+  #endif
+  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_LENGTH(u)
+  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
+  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   PyUnicode_MAX_CHAR_VALUE(u)
+  #define __Pyx_PyUnicode_KIND(u)         PyUnicode_KIND(u)
+  #define __Pyx_PyUnicode_DATA(u)         PyUnicode_DATA(u)
+  #define __Pyx_PyUnicode_READ(k, d, i)   PyUnicode_READ(k, d, i)
+  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  PyUnicode_WRITE(k, d, i, ch)
+  #if defined(PyUnicode_IS_READY) && defined(PyUnicode_GET_SIZE)
+  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000
+  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length))
+  #else
+  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
+  #endif
+  #else
+  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_LENGTH(u))
+  #endif
+#else
+  #define CYTHON_PEP393_ENABLED 0
+  #define PyUnicode_1BYTE_KIND  1
+  #define PyUnicode_2BYTE_KIND  2
+  #define PyUnicode_4BYTE_KIND  4
+  #define __Pyx_PyUnicode_READY(op)       (0)
+  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_SIZE(u)
+  #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
+  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111)
+  #define __Pyx_PyUnicode_KIND(u)         (sizeof(Py_UNICODE))
+  #define __Pyx_PyUnicode_DATA(u)         ((void*)PyUnicode_AS_UNICODE(u))
+  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
+  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  (((void)(k)), ((Py_UNICODE*)d)[i] = ch)
+  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_SIZE(u))
+#endif
+#if CYTHON_COMPILING_IN_PYPY
+  #define __Pyx_PyUnicode_Concat(a, b)      PyNumber_Add(a, b)
+  #define __Pyx_PyUnicode_ConcatSafe(a, b)  PyNumber_Add(a, b)
+#else
+  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
+  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
+      PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
+#endif
+#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains)
+  #define PyUnicode_Contains(u, s)  PySequence_Contains(u, s)
+#endif
+#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check)
+  #define PyByteArray_Check(obj)  PyObject_TypeCheck(obj, &PyByteArray_Type)
+#endif
+#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format)
+  #define PyObject_Format(obj, fmt)  PyObject_CallMethod(obj, "__format__", "O", fmt)
+#endif
+#define __Pyx_PyString_FormatSafe(a, b)   ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
+#define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
+#if PY_MAJOR_VERSION >= 3
+  #define __Pyx_PyString_Format(a, b)  PyUnicode_Format(a, b)
+#else
+  #define __Pyx_PyString_Format(a, b)  PyString_Format(a, b)
+#endif
+#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII)
+  #define PyObject_ASCII(o)            PyObject_Repr(o)
+#endif
+#if PY_MAJOR_VERSION >= 3
+  #define PyBaseString_Type            PyUnicode_Type
+  #define PyStringObject               PyUnicodeObject
+  #define PyString_Type                PyUnicode_Type
+  #define PyString_Check               PyUnicode_Check
+  #define PyString_CheckExact          PyUnicode_CheckExact
+#ifndef PyObject_Unicode
+  #define PyObject_Unicode             PyObject_Str
+#endif
+#endif
+#if PY_MAJOR_VERSION >= 3
+  #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
+  #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
+#else
+  #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
+  #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
+#endif
+#ifndef PySet_CheckExact
+  #define PySet_CheckExact(obj)        (Py_TYPE(obj) == &PySet_Type)
+#endif
+#if PY_VERSION_HEX >= 0x030900A4
+  #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt)
+  #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size)
+#else
+  #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt)
+  #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size)
+#endif
+#if CYTHON_ASSUME_SAFE_MACROS
+  #define __Pyx_PySequence_SIZE(seq)  Py_SIZE(seq)
+#else
+  #define __Pyx_PySequence_SIZE(seq)  PySequence_Size(seq)
+#endif
+#if PY_MAJOR_VERSION >= 3
+  #define PyIntObject                  PyLongObject
+  #define PyInt_Type                   PyLong_Type
+  #define PyInt_Check(op)              PyLong_Check(op)
+  #define PyInt_CheckExact(op)         PyLong_CheckExact(op)
+  #define PyInt_FromString             PyLong_FromString
+  #define PyInt_FromUnicode            PyLong_FromUnicode
+  #define PyInt_FromLong               PyLong_FromLong
+  #define PyInt_FromSize_t             PyLong_FromSize_t
+  #define PyInt_FromSsize_t            PyLong_FromSsize_t
+  #define PyInt_AsLong                 PyLong_AsLong
+  #define PyInt_AS_LONG                PyLong_AS_LONG
+  #define PyInt_AsSsize_t              PyLong_AsSsize_t
+  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
+  #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
+  #define PyNumber_Int                 PyNumber_Long
+#endif
+#if PY_MAJOR_VERSION >= 3
+  #define PyBoolObject                 PyLongObject
+#endif
+#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
+  #ifndef PyUnicode_InternFromString
+    #define PyUnicode_InternFromString(s) PyUnicode_FromString(s)
+  #endif
+#endif
+#if PY_VERSION_HEX < 0x030200A4
+  typedef long Py_hash_t;
+  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
+  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsHash_t
+#else
+  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
+  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsSsize_t
+#endif
+#if PY_MAJOR_VERSION >= 3
+  #define __Pyx_PyMethod_New(func, self, klass) ((self) ? ((void)(klass), PyMethod_New(func, self)) : __Pyx_NewRef(func))
+#else
+  #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass)
+#endif
+#if CYTHON_USE_ASYNC_SLOTS
+  #if PY_VERSION_HEX >= 0x030500B1
+    #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
+    #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
+  #else
+    #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
+  #endif
+#else
+  #define __Pyx_PyType_AsAsync(obj) NULL
+#endif
+#ifndef __Pyx_PyAsyncMethodsStruct
+    typedef struct {
+        unaryfunc am_await;
+        unaryfunc am_aiter;
+        unaryfunc am_anext;
+    } __Pyx_PyAsyncMethodsStruct;
+#endif
+
+#if defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS)
+  #if !defined(_USE_MATH_DEFINES)
+    #define _USE_MATH_DEFINES
+  #endif
+#endif
+#include <math.h>
+#ifdef NAN
+#define __PYX_NAN() ((float) NAN)
+#else
+static CYTHON_INLINE float __PYX_NAN() {
+  float value;
+  memset(&value, 0xFF, sizeof(value));
+  return value;
+}
+#endif
+#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL)
+#define __Pyx_truncl trunc
+#else
+#define __Pyx_truncl truncl
+#endif
+
+#define __PYX_MARK_ERR_POS(f_index, lineno) \
+    { __pyx_filename = __pyx_f[f_index]; (void)__pyx_filename; __pyx_lineno = lineno; (void)__pyx_lineno; __pyx_clineno = __LINE__; (void)__pyx_clineno; }
+#define __PYX_ERR(f_index, lineno, Ln_error) \
+    { __PYX_MARK_ERR_POS(f_index, lineno) goto Ln_error; }
+
+#ifndef __PYX_EXTERN_C
+  #ifdef __cplusplus
+    #define __PYX_EXTERN_C extern "C"
+  #else
+    #define __PYX_EXTERN_C extern
+  #endif
+#endif
+
+#define __PYX_HAVE___pydevd_bundle__pydevd_cython
+#define __PYX_HAVE_API___pydevd_bundle__pydevd_cython
+/* Early includes */
+#include <string.h>
+#include <stdio.h>
+#ifdef _OPENMP
+#include <omp.h>
+#endif /* _OPENMP */
+
+#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS)
+#define CYTHON_WITHOUT_ASSERTIONS
+#endif
+
+typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding;
+                const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;
+
+#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
+#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
+#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8)
+#define __PYX_DEFAULT_STRING_ENCODING ""
+#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
+#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
+#define __Pyx_uchar_cast(c) ((unsigned char)c)
+#define __Pyx_long_cast(x) ((long)x)
+#define __Pyx_fits_Py_ssize_t(v, type, is_signed)  (\
+    (sizeof(type) < sizeof(Py_ssize_t))  ||\
+    (sizeof(type) > sizeof(Py_ssize_t) &&\
+          likely(v < (type)PY_SSIZE_T_MAX ||\
+                 v == (type)PY_SSIZE_T_MAX)  &&\
+          (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
+                                v == (type)PY_SSIZE_T_MIN)))  ||\
+    (sizeof(type) == sizeof(Py_ssize_t) &&\
+          (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
+                               v == (type)PY_SSIZE_T_MAX)))  )
+static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) {
+    return (size_t) i < (size_t) limit;
+}
+#if defined (__cplusplus) && __cplusplus >= 201103L
+    #include <cstdlib>
+    #define __Pyx_sst_abs(value) std::abs(value)
+#elif SIZEOF_INT >= SIZEOF_SIZE_T
+    #define __Pyx_sst_abs(value) abs(value)
+#elif SIZEOF_LONG >= SIZEOF_SIZE_T
+    #define __Pyx_sst_abs(value) labs(value)
+#elif defined (_MSC_VER)
+    #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value))
+#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+    #define __Pyx_sst_abs(value) llabs(value)
+#elif defined (__GNUC__)
+    #define __Pyx_sst_abs(value) __builtin_llabs(value)
+#else
+    #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
+#endif
+static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
+static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
+#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
+#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
+#define __Pyx_PyBytes_FromString        PyBytes_FromString
+#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
+static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
+#if PY_MAJOR_VERSION < 3
+    #define __Pyx_PyStr_FromString        __Pyx_PyBytes_FromString
+    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
+#else
+    #define __Pyx_PyStr_FromString        __Pyx_PyUnicode_FromString
+    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
+#endif
+#define __Pyx_PyBytes_AsWritableString(s)     ((char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsWritableSString(s)    ((signed char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsWritableUString(s)    ((unsigned char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsString(s)     ((const char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsSString(s)    ((const signed char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsUString(s)    ((const unsigned char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyObject_AsWritableString(s)    ((char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsWritableSString(s)    ((signed char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsWritableUString(s)    ((unsigned char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsSString(s)    ((const signed char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsUString(s)    ((const unsigned char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_FromCString(s)  __Pyx_PyObject_FromString((const char*)s)
+#define __Pyx_PyBytes_FromCString(s)   __Pyx_PyBytes_FromString((const char*)s)
+#define __Pyx_PyByteArray_FromCString(s)   __Pyx_PyByteArray_FromString((const char*)s)
+#define __Pyx_PyStr_FromCString(s)     __Pyx_PyStr_FromString((const char*)s)
+#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
+static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) {
+    const Py_UNICODE *u_end = u;
+    while (*u_end++) ;
+    return (size_t)(u_end - u - 1);
+}
+#define __Pyx_PyUnicode_FromUnicode(u)       PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
+#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
+#define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
+#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj)
+#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
+static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b);
+static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
+static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*);
+static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
+#define __Pyx_PySequence_Tuple(obj)\
+    (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj))
+static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
+static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
+static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*);
+#if CYTHON_ASSUME_SAFE_MACROS
+#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
+#else
+#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
+#endif
+#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
+#if PY_MAJOR_VERSION >= 3
+#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
+#else
+#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
+#endif
+#define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x))
+#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+static int __Pyx_sys_getdefaultencoding_not_ascii;
+static int __Pyx_init_sys_getdefaultencoding_params(void) {
+    PyObject* sys;
+    PyObject* default_encoding = NULL;
+    PyObject* ascii_chars_u = NULL;
+    PyObject* ascii_chars_b = NULL;
+    const char* default_encoding_c;
+    sys = PyImport_ImportModule("sys");
+    if (!sys) goto bad;
+    default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL);
+    Py_DECREF(sys);
+    if (!default_encoding) goto bad;
+    default_encoding_c = PyBytes_AsString(default_encoding);
+    if (!default_encoding_c) goto bad;
+    if (strcmp(default_encoding_c, "ascii") == 0) {
+        __Pyx_sys_getdefaultencoding_not_ascii = 0;
+    } else {
+        char ascii_chars[128];
+        int c;
+        for (c = 0; c < 128; c++) {
+            ascii_chars[c] = c;
+        }
+        __Pyx_sys_getdefaultencoding_not_ascii = 1;
+        ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
+        if (!ascii_chars_u) goto bad;
+        ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
+        if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
+            PyErr_Format(
+                PyExc_ValueError,
+                "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
+                default_encoding_c);
+            goto bad;
+        }
+        Py_DECREF(ascii_chars_u);
+        Py_DECREF(ascii_chars_b);
+    }
+    Py_DECREF(default_encoding);
+    return 0;
+bad:
+    Py_XDECREF(default_encoding);
+    Py_XDECREF(ascii_chars_u);
+    Py_XDECREF(ascii_chars_b);
+    return -1;
+}
+#endif
+#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
+#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
+#else
+#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
+#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+static char* __PYX_DEFAULT_STRING_ENCODING;
+static int __Pyx_init_sys_getdefaultencoding_params(void) {
+    PyObject* sys;
+    PyObject* default_encoding = NULL;
+    char* default_encoding_c;
+    sys = PyImport_ImportModule("sys");
+    if (!sys) goto bad;
+    default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
+    Py_DECREF(sys);
+    if (!default_encoding) goto bad;
+    default_encoding_c = PyBytes_AsString(default_encoding);
+    if (!default_encoding_c) goto bad;
+    __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c) + 1);
+    if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
+    strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
+    Py_DECREF(default_encoding);
+    return 0;
+bad:
+    Py_XDECREF(default_encoding);
+    return -1;
+}
+#endif
+#endif
+
+
+/* Test for GCC > 2.95 */
+#if defined(__GNUC__)     && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))
+  #define likely(x)   __builtin_expect(!!(x), 1)
+  #define unlikely(x) __builtin_expect(!!(x), 0)
+#else /* !__GNUC__ or GCC < 2.95 */
+  #define likely(x)   (x)
+  #define unlikely(x) (x)
+#endif /* __GNUC__ */
+static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }
+
+static PyObject *__pyx_m = NULL;
+static PyObject *__pyx_d;
+static PyObject *__pyx_b;
+static PyObject *__pyx_cython_runtime = NULL;
+static PyObject *__pyx_empty_tuple;
+static PyObject *__pyx_empty_bytes;
+static PyObject *__pyx_empty_unicode;
+static int __pyx_lineno;
+static int __pyx_clineno = 0;
+static const char * __pyx_cfilenm= __FILE__;
+static const char *__pyx_filename;
+
+
+static const char *__pyx_f[] = {
+  "_pydevd_bundle/pydevd_cython.pyx",
+  "_pydevd_bundle/pydevd_cython.pxd",
+  "stringsource",
+  "type.pxd",
+};
+
+/*--- Type declarations ---*/
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo;
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj;
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame;
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper;
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions;
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame;
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_ThreadTracer;
+
+/* "_pydevd_bundle/pydevd_cython.pxd":1
+ * cdef class PyDBAdditionalThreadInfo:             # <<<<<<<<<<<<<<
+ *     cdef public int pydev_state
+ *     cdef public object pydev_step_stop # Actually, it's a frame or None
+ */
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo {
+  PyObject_HEAD
+  int pydev_state;
+  PyObject *pydev_step_stop;
+  int pydev_original_step_cmd;
+  int pydev_step_cmd;
+  int pydev_notify_kill;
+  PyObject *pydev_smart_step_stop;
+  int pydev_django_resolve_frame;
+  PyObject *pydev_call_from_jinja2;
+  PyObject *pydev_call_inside_jinja2;
+  int is_tracing;
+  PyObject *conditional_breakpoint_exception;
+  PyObject *pydev_message;
+  int suspend_type;
+  int pydev_next_line;
+  PyObject *pydev_func_name;
+  int suspended_at_unhandled;
+  PyObject *trace_suspend_type;
+  PyObject *top_level_thread_tracer_no_back_frames;
+  PyObject *top_level_thread_tracer_unhandled;
+  PyObject *thread_tracer;
+  PyObject *step_in_initial_location;
+  int pydev_smart_parent_offset;
+  int pydev_smart_child_offset;
+  PyObject *pydev_smart_step_into_variants;
+  PyObject *target_id_to_smart_step_into_variant;
+  int pydev_use_scoped_step_frame;
+};
+
+
+/* "_pydevd_bundle/pydevd_cython.pyx":255
+ * 
+ * # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+ * cdef class _TryExceptContainerObj:             # <<<<<<<<<<<<<<
+ *     cdef public list try_except_infos;
+ *     def __init__(self):
+ */
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj {
+  PyObject_HEAD
+  PyObject *try_except_infos;
+};
+
+
+/* "_pydevd_bundle/pydevd_cython.pyx":273
+ * #=======================================================================================================================
+ * # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+ * cdef class PyDBFrame:             # <<<<<<<<<<<<<<
+ * # ELSE
+ * # class PyDBFrame:
+ */
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame {
+  PyObject_HEAD
+  struct __pyx_vtabstruct_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_vtab;
+  PyObject *_args;
+  int should_skip;
+  PyObject *exc_info;
+};
+
+
+/* "_pydevd_bundle/pydevd_cython.pyx":1434
+ * 
+ * # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+ * cdef class SafeCallWrapper:             # <<<<<<<<<<<<<<
+ *     cdef method_object
+ *     def __init__(self, method_object):
+ */
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper {
+  PyObject_HEAD
+  PyObject *method_object;
+};
+
+
+/* "_pydevd_bundle/pydevd_cython.pyx":1590
+ * 
+ * # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+ * cdef class TopLevelThreadTracerOnlyUnhandledExceptions:             # <<<<<<<<<<<<<<
+ *     cdef public tuple _args;
+ *     def __init__(self, tuple args):
+ */
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions {
+  PyObject_HEAD
+  PyObject *_args;
+};
+
+
+/* "_pydevd_bundle/pydevd_cython.pyx":1620
+ * 
+ * # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+ * cdef class TopLevelThreadTracerNoBackFrame:             # <<<<<<<<<<<<<<
+ *     cdef public object _frame_trace_dispatch;
+ *     cdef public tuple _args;
+ */
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame {
+  PyObject_HEAD
+  PyObject *_frame_trace_dispatch;
+  PyObject *_args;
+  PyObject *try_except_infos;
+  PyObject *_last_exc_arg;
+  PyObject *_raise_lines;
+  int _last_raise_line;
+};
+
+
+/* "_pydevd_bundle/pydevd_cython.pyx":1695
+ * 
+ * # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+ * cdef class ThreadTracer:             # <<<<<<<<<<<<<<
+ *     cdef public tuple _args;
+ *     def __init__(self, tuple args):
+ */
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_ThreadTracer {
+  PyObject_HEAD
+  PyObject *_args;
+};
+
+
+
+/* "_pydevd_bundle/pydevd_cython.pyx":273
+ * #=======================================================================================================================
+ * # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+ * cdef class PyDBFrame:             # <<<<<<<<<<<<<<
+ * # ELSE
+ * # class PyDBFrame:
+ */
+
+struct __pyx_vtabstruct_14_pydevd_bundle_13pydevd_cython_PyDBFrame {
+  PyObject *(*_should_stop_on_exception)(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *, PyObject *, PyObject *, PyObject *);
+  PyObject *(*_handle_exception)(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *, PyObject *, PyObject *, PyObject *, PyObject *);
+  PyObject *(*get_func_name)(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *, PyObject *);
+  PyObject *(*_show_return_values)(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *, PyObject *, PyObject *);
+  PyObject *(*_remove_return_values)(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *, PyObject *, PyObject *);
+  PyObject *(*_get_unfiltered_back_frame)(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *, PyObject *, PyObject *);
+  PyObject *(*_is_same_frame)(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *, PyObject *, PyObject *);
+  PyObject *(*trace_dispatch)(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *, PyObject *, PyObject *, PyObject *, int __pyx_skip_dispatch);
+};
+static struct __pyx_vtabstruct_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_vtabptr_14_pydevd_bundle_13pydevd_cython_PyDBFrame;
+
+/* --- Runtime support code (head) --- */
+/* Refnanny.proto */
+#ifndef CYTHON_REFNANNY
+  #define CYTHON_REFNANNY 0
+#endif
+#if CYTHON_REFNANNY
+  typedef struct {
+    void (*INCREF)(void*, PyObject*, int);
+    void (*DECREF)(void*, PyObject*, int);
+    void (*GOTREF)(void*, PyObject*, int);
+    void (*GIVEREF)(void*, PyObject*, int);
+    void* (*SetupContext)(const char*, int, const char*);
+    void (*FinishContext)(void**);
+  } __Pyx_RefNannyAPIStruct;
+  static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL;
+  static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname);
+  #define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL;
+#ifdef WITH_THREAD
+  #define __Pyx_RefNannySetupContext(name, acquire_gil)\
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+              PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();\
+              __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__);\
+              PyGILState_Release(__pyx_gilstate_save);\
+          } else {\
+              __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__);\
+          }
+#else
+  #define __Pyx_RefNannySetupContext(name, acquire_gil)\
+          __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__)
+#endif
+  #define __Pyx_RefNannyFinishContext()\
+          __Pyx_RefNanny->FinishContext(&__pyx_refnanny)
+  #define __Pyx_INCREF(r)  __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
+  #define __Pyx_DECREF(r)  __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
+  #define __Pyx_GOTREF(r)  __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
+  #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
+  #define __Pyx_XINCREF(r)  do { if((r) != NULL) {__Pyx_INCREF(r); }} while(0)
+  #define __Pyx_XDECREF(r)  do { if((r) != NULL) {__Pyx_DECREF(r); }} while(0)
+  #define __Pyx_XGOTREF(r)  do { if((r) != NULL) {__Pyx_GOTREF(r); }} while(0)
+  #define __Pyx_XGIVEREF(r) do { if((r) != NULL) {__Pyx_GIVEREF(r);}} while(0)
+#else
+  #define __Pyx_RefNannyDeclarations
+  #define __Pyx_RefNannySetupContext(name, acquire_gil)
+  #define __Pyx_RefNannyFinishContext()
+  #define __Pyx_INCREF(r) Py_INCREF(r)
+  #define __Pyx_DECREF(r) Py_DECREF(r)
+  #define __Pyx_GOTREF(r)
+  #define __Pyx_GIVEREF(r)
+  #define __Pyx_XINCREF(r) Py_XINCREF(r)
+  #define __Pyx_XDECREF(r) Py_XDECREF(r)
+  #define __Pyx_XGOTREF(r)
+  #define __Pyx_XGIVEREF(r)
+#endif
+#define __Pyx_XDECREF_SET(r, v) do {\
+        PyObject *tmp = (PyObject *) r;\
+        r = v; __Pyx_XDECREF(tmp);\
+    } while (0)
+#define __Pyx_DECREF_SET(r, v) do {\
+        PyObject *tmp = (PyObject *) r;\
+        r = v; __Pyx_DECREF(tmp);\
+    } while (0)
+#define __Pyx_CLEAR(r)    do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0)
+#define __Pyx_XCLEAR(r)   do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0)
+
+/* PyObjectGetAttrStr.proto */
+#if CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name);
+#else
+#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
+#endif
+
+/* GetBuiltinName.proto */
+static PyObject *__Pyx_GetBuiltinName(PyObject *name);
+
+/* RaiseArgTupleInvalid.proto */
+static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
+    Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found);
+
+/* KeywordStringCheck.proto */
+static int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed);
+
+/* PyDictVersioning.proto */
+#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
+#define __PYX_DICT_VERSION_INIT  ((PY_UINT64_T) -1)
+#define __PYX_GET_DICT_VERSION(dict)  (((PyDictObject*)(dict))->ma_version_tag)
+#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\
+    (version_var) = __PYX_GET_DICT_VERSION(dict);\
+    (cache_var) = (value);
+#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\
+    static PY_UINT64_T __pyx_dict_version = 0;\
+    static PyObject *__pyx_dict_cached_value = NULL;\
+    if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\
+        (VAR) = __pyx_dict_cached_value;\
+    } else {\
+        (VAR) = __pyx_dict_cached_value = (LOOKUP);\
+        __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\
+    }\
+}
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj);
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj);
+static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version);
+#else
+#define __PYX_GET_DICT_VERSION(dict)  (0)
+#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)
+#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP)  (VAR) = (LOOKUP);
+#endif
+
+/* GetModuleGlobalName.proto */
+#if CYTHON_USE_DICT_VERSIONS
+#define __Pyx_GetModuleGlobalName(var, name)  {\
+    static PY_UINT64_T __pyx_dict_version = 0;\
+    static PyObject *__pyx_dict_cached_value = NULL;\
+    (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) ?\
+        (likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\
+        __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
+}
+#define __Pyx_GetModuleGlobalNameUncached(var, name)  {\
+    PY_UINT64_T __pyx_dict_version;\
+    PyObject *__pyx_dict_cached_value;\
+    (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
+}
+static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value);
+#else
+#define __Pyx_GetModuleGlobalName(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
+#define __Pyx_GetModuleGlobalNameUncached(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
+static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name);
+#endif
+
+/* PyFunctionFastCall.proto */
+#if CYTHON_FAST_PYCALL
+#define __Pyx_PyFunction_FastCall(func, args, nargs)\
+    __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL)
+#if 1 || PY_VERSION_HEX < 0x030600B1
+static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs);
+#else
+#define __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs) _PyFunction_FastCallDict(func, args, nargs, kwargs)
+#endif
+#define __Pyx_BUILD_ASSERT_EXPR(cond)\
+    (sizeof(char [1 - 2*!(cond)]) - 1)
+#ifndef Py_MEMBER_SIZE
+#define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member)
+#endif
+#if CYTHON_FAST_PYCALL
+  static size_t __pyx_pyframe_localsplus_offset = 0;
+  #include "frameobject.h"
+#if PY_VERSION_HEX >= 0x030b00a6
+  #ifndef Py_BUILD_CORE
+    #define Py_BUILD_CORE 1
+  #endif
+  #include "internal/pycore_frame.h"
+#endif
+  #define __Pxy_PyFrame_Initialize_Offsets()\
+    ((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\
+     (void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus)))
+  #define __Pyx_PyFrame_GetLocalsplus(frame)\
+    (assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset))
+#endif // CYTHON_FAST_PYCALL
+#endif
+
+/* PyObjectCall.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw);
+#else
+#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw)
+#endif
+
+/* PyObjectCallMethO.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg);
+#endif
+
+/* PyObjectCallNoArg.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);
+#else
+#define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL)
+#endif
+
+/* PyCFunctionFastCall.proto */
+#if CYTHON_FAST_PYCCALL
+static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func, PyObject **args, Py_ssize_t nargs);
+#else
+#define __Pyx_PyCFunction_FastCall(func, args, nargs)  (assert(0), NULL)
+#endif
+
+/* PyObjectCallOneArg.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg);
+
+/* PyObjectCall2Args.proto */
+static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2);
+
+/* PyErrExceptionMatches.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyErr_ExceptionMatches(err) __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err)
+static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err);
+#else
+#define __Pyx_PyErr_ExceptionMatches(err)  PyErr_ExceptionMatches(err)
+#endif
+
+/* PyThreadStateGet.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyThreadState_declare  PyThreadState *__pyx_tstate;
+#define __Pyx_PyThreadState_assign  __pyx_tstate = __Pyx_PyThreadState_Current;
+#define __Pyx_PyErr_Occurred()  __pyx_tstate->curexc_type
+#else
+#define __Pyx_PyThreadState_declare
+#define __Pyx_PyThreadState_assign
+#define __Pyx_PyErr_Occurred()  PyErr_Occurred()
+#endif
+
+/* PyErrFetchRestore.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL)
+#define __Pyx_ErrRestoreWithState(type, value, tb)  __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb)
+#define __Pyx_ErrFetchWithState(type, value, tb)    __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb)
+#define __Pyx_ErrRestore(type, value, tb)  __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb)
+#define __Pyx_ErrFetch(type, value, tb)    __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
+static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL))
+#else
+#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
+#endif
+#else
+#define __Pyx_PyErr_Clear() PyErr_Clear()
+#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
+#define __Pyx_ErrRestoreWithState(type, value, tb)  PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetchWithState(type, value, tb)  PyErr_Fetch(type, value, tb)
+#define __Pyx_ErrRestoreInState(tstate, type, value, tb)  PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetchInState(tstate, type, value, tb)  PyErr_Fetch(type, value, tb)
+#define __Pyx_ErrRestore(type, value, tb)  PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetch(type, value, tb)  PyErr_Fetch(type, value, tb)
+#endif
+
+/* GetAttr.proto */
+static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *);
+
+/* GetAttr3.proto */
+static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *, PyObject *, PyObject *);
+
+/* RaiseException.proto */
+static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause);
+
+/* GetTopmostException.proto */
+#if CYTHON_USE_EXC_INFO_STACK
+static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate);
+#endif
+
+/* SaveResetException.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_ExceptionSave(type, value, tb)  __Pyx__ExceptionSave(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#define __Pyx_ExceptionReset(type, value, tb)  __Pyx__ExceptionReset(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
+#else
+#define __Pyx_ExceptionSave(type, value, tb)   PyErr_GetExcInfo(type, value, tb)
+#define __Pyx_ExceptionReset(type, value, tb)  PyErr_SetExcInfo(type, value, tb)
+#endif
+
+/* GetException.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_GetException(type, value, tb)  __Pyx__GetException(__pyx_tstate, type, value, tb)
+static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#else
+static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb);
+#endif
+
+/* PyObjectLookupSpecial.proto */
+#if CYTHON_USE_PYTYPE_LOOKUP && CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE PyObject* __Pyx_PyObject_LookupSpecial(PyObject* obj, PyObject* attr_name) {
+    PyObject *res;
+    PyTypeObject *tp = Py_TYPE(obj);
+#if PY_MAJOR_VERSION < 3
+    if (unlikely(PyInstance_Check(obj)))
+        return __Pyx_PyObject_GetAttrStr(obj, attr_name);
+#endif
+    res = _PyType_Lookup(tp, attr_name);
+    if (likely(res)) {
+        descrgetfunc f = Py_TYPE(res)->tp_descr_get;
+        if (!f) {
+            Py_INCREF(res);
+        } else {
+            res = f(res, obj, (PyObject *)tp);
+        }
+    } else {
+        PyErr_SetObject(PyExc_AttributeError, attr_name);
+    }
+    return res;
+}
+#else
+#define __Pyx_PyObject_LookupSpecial(o,n) __Pyx_PyObject_GetAttrStr(o,n)
+#endif
+
+/* PyObjectSetAttrStr.proto */
+#if CYTHON_USE_TYPE_SLOTS
+#define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_SetAttrStr(o, n, NULL)
+static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value);
+#else
+#define __Pyx_PyObject_DelAttrStr(o,n)   PyObject_DelAttr(o,n)
+#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v)
+#endif
+
+/* None.proto */
+static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);
+
+/* pyfrozenset_new.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyFrozenSet_New(PyObject* it);
+
+/* PySetContains.proto */
+static CYTHON_INLINE int __Pyx_PySet_ContainsTF(PyObject* key, PyObject* set, int eq);
+
+/* ListAppend.proto */
+#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
+static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
+    PyListObject* L = (PyListObject*) list;
+    Py_ssize_t len = Py_SIZE(list);
+    if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) {
+        Py_INCREF(x);
+        PyList_SET_ITEM(list, len, x);
+        __Pyx_SET_SIZE(list, len + 1);
+        return 0;
+    }
+    return PyList_Append(list, x);
+}
+#else
+#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
+#endif
+
+/* PySequenceContains.proto */
+static CYTHON_INLINE int __Pyx_PySequence_ContainsTF(PyObject* item, PyObject* seq, int eq) {
+    int result = PySequence_Contains(seq, item);
+    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
+}
+
+/* RaiseDoubleKeywords.proto */
+static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);
+
+/* ParseKeywords.proto */
+static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[],\
+    PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,\
+    const char* function_name);
+
+/* ArgTypeTest.proto */
+#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\
+    ((likely((Py_TYPE(obj) == type) | (none_allowed && (obj == Py_None)))) ? 1 :\
+        __Pyx__ArgTypeTest(obj, type, name, exact))
+static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact);
+
+/* GetItemInt.proto */
+#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
+    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
+    __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\
+    (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\
+               __Pyx_GetItemInt_Generic(o, to_py_func(i))))
+#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
+    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
+    __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
+    (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL))
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
+                                                              int wraparound, int boundscheck);
+#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
+    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
+    __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
+    (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL))
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
+                                                              int wraparound, int boundscheck);
+static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j);
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i,
+                                                     int is_list, int wraparound, int boundscheck);
+
+/* IncludeStringH.proto */
+#include <string.h>
+
+/* BytesEquals.proto */
+static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals);
+
+/* UnicodeEquals.proto */
+static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals);
+
+/* StrEquals.proto */
+#if PY_MAJOR_VERSION >= 3
+#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals
+#else
+#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals
+#endif
+
+/* RaiseTooManyValuesToUnpack.proto */
+static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);
+
+/* RaiseNeedMoreValuesToUnpack.proto */
+static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);
+
+/* IterFinish.proto */
+static CYTHON_INLINE int __Pyx_IterFinish(void);
+
+/* UnpackItemEndCheck.proto */
+static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected);
+
+/* ExtTypeTest.proto */
+static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type);
+
+/* HasAttr.proto */
+static CYTHON_INLINE int __Pyx_HasAttr(PyObject *, PyObject *);
+
+/* dict_getitem_default.proto */
+static PyObject* __Pyx_PyDict_GetItemDefault(PyObject* d, PyObject* key, PyObject* default_value);
+
+/* UnpackUnboundCMethod.proto */
+typedef struct {
+    PyObject *type;
+    PyObject **method_name;
+    PyCFunction func;
+    PyObject *method;
+    int flag;
+} __Pyx_CachedCFunction;
+
+/* CallUnboundCMethod1.proto */
+static PyObject* __Pyx__CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg);
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg);
+#else
+#define __Pyx_CallUnboundCMethod1(cfunc, self, arg)  __Pyx__CallUnboundCMethod1(cfunc, self, arg)
+#endif
+
+/* CallUnboundCMethod2.proto */
+static PyObject* __Pyx__CallUnboundCMethod2(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg1, PyObject* arg2);
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030600B1
+static CYTHON_INLINE PyObject *__Pyx_CallUnboundCMethod2(__Pyx_CachedCFunction *cfunc, PyObject *self, PyObject *arg1, PyObject *arg2);
+#else
+#define __Pyx_CallUnboundCMethod2(cfunc, self, arg1, arg2)  __Pyx__CallUnboundCMethod2(cfunc, self, arg1, arg2)
+#endif
+
+/* py_dict_clear.proto */
+#define __Pyx_PyDict_Clear(d) (PyDict_Clear(d), 0)
+
+/* PyDictContains.proto */
+static CYTHON_INLINE int __Pyx_PyDict_ContainsTF(PyObject* item, PyObject* dict, int eq) {
+    int result = PyDict_Contains(dict, item);
+    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
+}
+
+/* SwapException.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_ExceptionSwap(type, value, tb)  __Pyx__ExceptionSwap(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#else
+static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb);
+#endif
+
+/* RaiseNoneIterError.proto */
+static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void);
+
+/* PyIntBinop.proto */
+#if !CYTHON_COMPILING_IN_PYPY
+static PyObject* __Pyx_PyInt_AndObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check);
+#else
+#define __Pyx_PyInt_AndObjC(op1, op2, intval, inplace, zerodivision_check)\
+    (inplace ? PyNumber_InPlaceAnd(op1, op2) : PyNumber_And(op1, op2))
+#endif
+
+/* PyObjectGetMethod.proto */
+static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method);
+
+/* PyObjectCallMethod0.proto */
+static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name);
+
+/* UnpackTupleError.proto */
+static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index);
+
+/* UnpackTuple2.proto */
+#define __Pyx_unpack_tuple2(tuple, value1, value2, is_tuple, has_known_size, decref_tuple)\
+    (likely(is_tuple || PyTuple_Check(tuple)) ?\
+        (likely(has_known_size || PyTuple_GET_SIZE(tuple) == 2) ?\
+            __Pyx_unpack_tuple2_exact(tuple, value1, value2, decref_tuple) :\
+            (__Pyx_UnpackTupleError(tuple, 2), -1)) :\
+        __Pyx_unpack_tuple2_generic(tuple, value1, value2, has_known_size, decref_tuple))
+static CYTHON_INLINE int __Pyx_unpack_tuple2_exact(
+    PyObject* tuple, PyObject** value1, PyObject** value2, int decref_tuple);
+static int __Pyx_unpack_tuple2_generic(
+    PyObject* tuple, PyObject** value1, PyObject** value2, int has_known_size, int decref_tuple);
+
+/* dict_iter.proto */
+static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* dict, int is_dict, PyObject* method_name,
+                                                   Py_ssize_t* p_orig_length, int* p_is_dict);
+static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* dict_or_iter, Py_ssize_t orig_length, Py_ssize_t* ppos,
+                                              PyObject** pkey, PyObject** pvalue, PyObject** pitem, int is_dict);
+
+/* py_dict_values.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyDict_Values(PyObject* d);
+
+/* CallUnboundCMethod0.proto */
+static PyObject* __Pyx__CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self);
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __Pyx_CallUnboundCMethod0(cfunc, self)\
+    (likely((cfunc)->func) ?\
+        (likely((cfunc)->flag == METH_NOARGS) ?  (*((cfunc)->func))(self, NULL) :\
+         (PY_VERSION_HEX >= 0x030600B1 && likely((cfunc)->flag == METH_FASTCALL) ?\
+            (PY_VERSION_HEX >= 0x030700A0 ?\
+                (*(__Pyx_PyCFunctionFast)(void*)(PyCFunction)(cfunc)->func)(self, &__pyx_empty_tuple, 0) :\
+                (*(__Pyx_PyCFunctionFastWithKeywords)(void*)(PyCFunction)(cfunc)->func)(self, &__pyx_empty_tuple, 0, NULL)) :\
+          (PY_VERSION_HEX >= 0x030700A0 && (cfunc)->flag == (METH_FASTCALL | METH_KEYWORDS) ?\
+            (*(__Pyx_PyCFunctionFastWithKeywords)(void*)(PyCFunction)(cfunc)->func)(self, &__pyx_empty_tuple, 0, NULL) :\
+            (likely((cfunc)->flag == (METH_VARARGS | METH_KEYWORDS)) ?  ((*(PyCFunctionWithKeywords)(void*)(PyCFunction)(cfunc)->func)(self, __pyx_empty_tuple, NULL)) :\
+               ((cfunc)->flag == METH_VARARGS ?  (*((cfunc)->func))(self, __pyx_empty_tuple) :\
+               __Pyx__CallUnboundCMethod0(cfunc, self)))))) :\
+        __Pyx__CallUnboundCMethod0(cfunc, self))
+#else
+#define __Pyx_CallUnboundCMethod0(cfunc, self)  __Pyx__CallUnboundCMethod0(cfunc, self)
+#endif
+
+/* DictGetItem.proto */
+#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
+static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key);
+#define __Pyx_PyObject_Dict_GetItem(obj, name)\
+    (likely(PyDict_CheckExact(obj)) ?\
+     __Pyx_PyDict_GetItem(obj, name) : PyObject_GetItem(obj, name))
+#else
+#define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key)
+#define __Pyx_PyObject_Dict_GetItem(obj, name)  PyObject_GetItem(obj, name)
+#endif
+
+/* SliceObject.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(
+        PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop,
+        PyObject** py_start, PyObject** py_stop, PyObject** py_slice,
+        int has_cstart, int has_cstop, int wraparound);
+
+/* PyIntBinop.proto */
+#if !CYTHON_COMPILING_IN_PYPY
+static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check);
+#else
+#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace, zerodivision_check)\
+    (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2))
+#endif
+
+/* PyObjectCallMethod1.proto */
+static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg);
+
+/* append.proto */
+static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x);
+
+/* SliceTupleAndList.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyList_GetSlice(PyObject* src, Py_ssize_t start, Py_ssize_t stop);
+static CYTHON_INLINE PyObject* __Pyx_PyTuple_GetSlice(PyObject* src, Py_ssize_t start, Py_ssize_t stop);
+#else
+#define __Pyx_PyList_GetSlice(seq, start, stop)   PySequence_GetSlice(seq, start, stop)
+#define __Pyx_PyTuple_GetSlice(seq, start, stop)  PySequence_GetSlice(seq, start, stop)
+#endif
+
+/* PyIntCompare.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, long intval, long inplace);
+
+/* ObjectGetItem.proto */
+#if CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key);
+#else
+#define __Pyx_PyObject_GetItem(obj, key)  PyObject_GetItem(obj, key)
+#endif
+
+/* Import.proto */
+static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level);
+
+/* ImportFrom.proto */
+static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name);
+
+/* PyObject_GenericGetAttrNoDict.proto */
+#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name);
+#else
+#define __Pyx_PyObject_GenericGetAttrNoDict PyObject_GenericGetAttr
+#endif
+
+/* PyObject_GenericGetAttr.proto */
+#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
+static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name);
+#else
+#define __Pyx_PyObject_GenericGetAttr PyObject_GenericGetAttr
+#endif
+
+/* PyObjectGetAttrStrNoError.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name);
+
+/* SetupReduce.proto */
+static int __Pyx_setup_reduce(PyObject* type_obj);
+
+/* SetVTable.proto */
+static int __Pyx_SetVtable(PyObject *dict, void *vtable);
+
+/* TypeImport.proto */
+#ifndef __PYX_HAVE_RT_ImportType_proto
+#define __PYX_HAVE_RT_ImportType_proto
+enum __Pyx_ImportType_CheckSize {
+   __Pyx_ImportType_CheckSize_Error = 0,
+   __Pyx_ImportType_CheckSize_Warn = 1,
+   __Pyx_ImportType_CheckSize_Ignore = 2
+};
+static PyTypeObject *__Pyx_ImportType(PyObject* module, const char *module_name, const char *class_name, size_t size, enum __Pyx_ImportType_CheckSize check_size);
+#endif
+
+/* CLineInTraceback.proto */
+#ifdef CYTHON_CLINE_IN_TRACEBACK
+#define __Pyx_CLineForTraceback(tstate, c_line)  (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0)
+#else
+static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line);
+#endif
+
+/* CodeObjectCache.proto */
+typedef struct {
+    PyCodeObject* code_object;
+    int code_line;
+} __Pyx_CodeObjectCacheEntry;
+struct __Pyx_CodeObjectCache {
+    int count;
+    int max_count;
+    __Pyx_CodeObjectCacheEntry* entries;
+};
+static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL};
+static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
+static PyCodeObject *__pyx_find_code_object(int code_line);
+static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object);
+
+/* AddTraceback.proto */
+static void __Pyx_AddTraceback(const char *funcname, int c_line,
+                               int py_line, const char *filename);
+
+/* GCCDiagnostics.proto */
+#if defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6))
+#define __Pyx_HAS_GCC_DIAGNOSTIC
+#endif
+
+/* CIntToPy.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);
+
+/* CIntToPy.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);
+
+/* FastTypeChecks.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type)
+static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b);
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type);
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2);
+#else
+#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
+#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type)
+#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2))
+#endif
+#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)
+
+/* CheckBinaryVersion.proto */
+static int __Pyx_check_binary_version(void);
+
+/* InitStrings.proto */
+static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);
+
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython_9PyDBFrame__should_stop_on_exception(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, PyObject *__pyx_v_frame, CYTHON_UNUSED PyObject *__pyx_v_event, PyObject *__pyx_v_arg); /* proto*/
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython_9PyDBFrame__handle_exception(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, PyObject *__pyx_v_frame, PyObject *__pyx_v_event, PyObject *__pyx_v_arg, PyObject *__pyx_v_exception_type); /* proto*/
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_get_func_name(CYTHON_UNUSED struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, PyObject *__pyx_v_frame); /* proto*/
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython_9PyDBFrame__show_return_values(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, PyObject *__pyx_v_frame, PyObject *__pyx_v_arg); /* proto*/
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython_9PyDBFrame__remove_return_values(CYTHON_UNUSED struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_main_debugger, PyObject *__pyx_v_frame); /* proto*/
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython_9PyDBFrame__get_unfiltered_back_frame(CYTHON_UNUSED struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, PyObject *__pyx_v_main_debugger, PyObject *__pyx_v_frame); /* proto*/
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython_9PyDBFrame__is_same_frame(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, PyObject *__pyx_v_target_frame, PyObject *__pyx_v_current_frame); /* proto*/
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_trace_dispatch(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, PyObject *__pyx_v_frame, PyObject *__pyx_v_event, PyObject *__pyx_v_arg, int __pyx_skip_dispatch); /* proto*/
+
+/* Module declarations from 'libc.string' */
+
+/* Module declarations from 'libc.stdio' */
+
+/* Module declarations from '__builtin__' */
+
+/* Module declarations from 'cpython.type' */
+static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0;
+
+/* Module declarations from 'cpython' */
+
+/* Module declarations from 'cpython.object' */
+
+/* Module declarations from 'cpython.ref' */
+
+/* Module declarations from '_pydevd_bundle.pydevd_cython' */
+static PyTypeObject *__pyx_ptype_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo = 0;
+static PyTypeObject *__pyx_ptype_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj = 0;
+static PyTypeObject *__pyx_ptype_14_pydevd_bundle_13pydevd_cython_PyDBFrame = 0;
+static PyTypeObject *__pyx_ptype_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper = 0;
+static PyTypeObject *__pyx_ptype_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions = 0;
+static PyTypeObject *__pyx_ptype_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame = 0;
+static PyTypeObject *__pyx_ptype_14_pydevd_bundle_13pydevd_cython_ThreadTracer = 0;
+static PyObject *__pyx_v_14_pydevd_bundle_13pydevd_cython__global_notify_skipped_step_in = 0;
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython_is_unhandled_exception(PyObject *, PyObject *, PyObject *, int, PyObject *); /*proto*/
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython___pyx_unpickle_PyDBAdditionalThreadInfo__set_state(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *, PyObject *); /*proto*/
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython___pyx_unpickle__TryExceptContainerObj__set_state(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *, PyObject *); /*proto*/
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython___pyx_unpickle_PyDBFrame__set_state(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *, PyObject *); /*proto*/
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython___pyx_unpickle_SafeCallWrapper__set_state(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper *, PyObject *); /*proto*/
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython___pyx_unpickle_TopLevelThreadTracerOnlyUnhandledExceptions__set_state(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *, PyObject *); /*proto*/
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython___pyx_unpickle_TopLevelThreadTracerNoBackFrame__set_state(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *, PyObject *); /*proto*/
+static PyObject *__pyx_f_14_pydevd_bundle_13pydevd_cython___pyx_unpickle_ThreadTracer__set_state(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_ThreadTracer *, PyObject *); /*proto*/
+#define __Pyx_MODULE_NAME "_pydevd_bundle.pydevd_cython"
+extern int __pyx_module_is_main__pydevd_bundle__pydevd_cython;
+int __pyx_module_is_main__pydevd_bundle__pydevd_cython = 0;
+
+/* Implementation of '_pydevd_bundle.pydevd_cython' */
+static PyObject *__pyx_builtin_ImportError;
+static PyObject *__pyx_builtin_NameError;
+static PyObject *__pyx_builtin_StopIteration;
+static PyObject *__pyx_builtin_id;
+static PyObject *__pyx_builtin_AttributeError;
+static PyObject *__pyx_builtin_SystemExit;
+static PyObject *__pyx_builtin_GeneratorExit;
+static PyObject *__pyx_builtin_KeyboardInterrupt;
+static const char __pyx_k_[] = "";
+static const char __pyx_k_1[] = "1";
+static const char __pyx_k_i[] = "i";
+static const char __pyx_k_j[] = "j";
+static const char __pyx_k_t[] = "t";
+static const char __pyx_k__3[] = "?";
+static const char __pyx_k__5[] = "/";
+static const char __pyx_k__6[] = "\\";
+static const char __pyx_k__7[] = ".";
+static const char __pyx_k_id[] = "id";
+static const char __pyx_k_os[] = "os";
+static const char __pyx_k_re[] = "re";
+static const char __pyx_k_ALL[] = "ALL";
+static const char __pyx_k_add[] = "add";
+static const char __pyx_k_arg[] = "arg";
+static const char __pyx_k_dis[] = "dis";
+static const char __pyx_k_get[] = "get";
+static const char __pyx_k_new[] = "__new__";
+static const char __pyx_k_pop[] = "pop";
+static const char __pyx_k_pyc[] = ".pyc";
+static const char __pyx_k_run[] = "run";
+static const char __pyx_k_s_s[] = "%s.%s";
+static const char __pyx_k_None[] = "None";
+static const char __pyx_k_args[] = "args";
+static const char __pyx_k_call[] = "call";
+static const char __pyx_k_cell[] = "<cell";
+static const char __pyx_k_dict[] = "__dict__";
+static const char __pyx_k_exec[] = "_exec";
+static const char __pyx_k_exit[] = "__exit__";
+static const char __pyx_k_info[] = "info";
+static const char __pyx_k_line[] = "line";
+static const char __pyx_k_main[] = "main";
+static const char __pyx_k_name[] = "__name__";
+static const char __pyx_k_path[] = "path";
+static const char __pyx_k_self[] = "self";
+static const char __pyx_k_stat[] = "stat";
+static const char __pyx_k_stop[] = "stop";
+static const char __pyx_k_test[] = "__test__";
+static const char __pyx_k_debug[] = "debug";
+static const char __pyx_k_enter[] = "__enter__";
+static const char __pyx_k_event[] = "event";
+static const char __pyx_k_frame[] = "frame";
+static const char __pyx_k_ident[] = "ident";
+static const char __pyx_k_match[] = "match";
+static const char __pyx_k_py_db[] = "py_db";
+static const char __pyx_k_qname[] = "qname";
+static const char __pyx_k_rfind[] = "rfind";
+static const char __pyx_k_trace[] = "trace";
+static const char __pyx_k_utf_8[] = "utf-8";
+static const char __pyx_k_Thread[] = "Thread";
+static const char __pyx_k_append[] = "append";
+static const char __pyx_k_args_2[] = "_args";
+static const char __pyx_k_call_2[] = "__call__";
+static const char __pyx_k_encode[] = "encode";
+static const char __pyx_k_f_back[] = "f_back";
+static const char __pyx_k_f_code[] = "f_code";
+static const char __pyx_k_import[] = "__import__";
+static const char __pyx_k_kwargs[] = "kwargs";
+static const char __pyx_k_lambda[] = "<lambda>";
+static const char __pyx_k_main_2[] = "__main__";
+static const char __pyx_k_module[] = "<module>";
+static const char __pyx_k_name_2[] = "name";
+static const char __pyx_k_pickle[] = "pickle";
+static const char __pyx_k_plugin[] = "plugin";
+static const char __pyx_k_pydevd[] = "pydevd";
+static const char __pyx_k_reduce[] = "__reduce__";
+static const char __pyx_k_return[] = "return";
+static const char __pyx_k_thread[] = "thread";
+static const char __pyx_k_update[] = "update";
+static const char __pyx_k_values[] = "values";
+static const char __pyx_k_writer[] = "writer";
+static const char __pyx_k_co_name[] = "co_name";
+static const char __pyx_k_compile[] = "compile";
+static const char __pyx_k_f_lasti[] = "f_lasti";
+static const char __pyx_k_f_trace[] = "f_trace";
+static const char __pyx_k_getline[] = "getline";
+static const char __pyx_k_invalid[] = ".invalid.";
+static const char __pyx_k_linesep[] = "linesep";
+static const char __pyx_k_os_path[] = "os.path";
+static const char __pyx_k_returns[] = "returns";
+static const char __pyx_k_st_size[] = "st_size";
+static const char __pyx_k_suspend[] = "suspend";
+static const char __pyx_k_tb_next[] = "tb_next";
+static const char __pyx_k_version[] = "version";
+static const char __pyx_k_basename[] = "basename";
+static const char __pyx_k_can_skip[] = "can_skip";
+static const char __pyx_k_co_flags[] = "co_flags";
+static const char __pyx_k_endswith[] = "endswith";
+static const char __pyx_k_execfile[] = "execfile";
+static const char __pyx_k_f_lineno[] = "f_lineno";
+static const char __pyx_k_f_locals[] = "f_locals";
+static const char __pyx_k_filename[] = "filename";
+static const char __pyx_k_getstate[] = "__getstate__";
+static const char __pyx_k_pyx_type[] = "__pyx_type";
+static const char __pyx_k_quitting[] = "quitting";
+static const char __pyx_k_setstate[] = "__setstate__";
+static const char __pyx_k_st_mtime[] = "st_mtime";
+static const char __pyx_k_tb_frame[] = "tb_frame";
+static const char __pyx_k_NO_FTRACE[] = "NO_FTRACE";
+static const char __pyx_k_NameError[] = "NameError";
+static const char __pyx_k_PyDBFrame[] = "PyDBFrame";
+static const char __pyx_k_STATE_RUN[] = "STATE_RUN";
+static const char __pyx_k_bootstrap[] = "__bootstrap";
+static const char __pyx_k_condition[] = "condition";
+static const char __pyx_k_exception[] = "exception";
+static const char __pyx_k_f_globals[] = "f_globals";
+static const char __pyx_k_func_name[] = "func_name";
+static const char __pyx_k_linecache[] = "linecache";
+static const char __pyx_k_pydev_log[] = "pydev_log";
+static const char __pyx_k_pydevd_py[] = "pydevd.py";
+static const char __pyx_k_pyx_state[] = "__pyx_state";
+static const char __pyx_k_reduce_ex[] = "__reduce_ex__";
+static const char __pyx_k_tb_lineno[] = "tb_lineno";
+static const char __pyx_k_threading[] = "threading";
+static const char __pyx_k_PYDEV_FILE[] = "PYDEV_FILE";
+static const char __pyx_k_SystemExit[] = "SystemExit";
+static const char __pyx_k_checkcache[] = "checkcache";
+static const char __pyx_k_expression[] = "expression";
+static const char __pyx_k_pyx_result[] = "__pyx_result";
+static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
+static const char __pyx_k_startswith[] = "startswith";
+static const char __pyx_k_DEBUG_START[] = "DEBUG_START";
+static const char __pyx_k_ImportError[] = "ImportError";
+static const char __pyx_k_PickleError[] = "PickleError";
+static const char __pyx_k_add_command[] = "add_command";
+static const char __pyx_k_bootstrap_2[] = "_bootstrap";
+static const char __pyx_k_breakpoints[] = "breakpoints";
+static const char __pyx_k_cmd_factory[] = "cmd_factory";
+static const char __pyx_k_co_filename[] = "co_filename";
+static const char __pyx_k_except_line[] = "except_line";
+static const char __pyx_k_f_unhandled[] = "f_unhandled";
+static const char __pyx_k_is_logpoint[] = "is_logpoint";
+static const char __pyx_k_just_raised[] = "just_raised";
+static const char __pyx_k_return_line[] = "return_line";
+static const char __pyx_k_set_suspend[] = "set_suspend";
+static const char __pyx_k_ForkSafeLock[] = "ForkSafeLock";
+static const char __pyx_k_ThreadTracer[] = "ThreadTracer";
+static const char __pyx_k_pydev_bundle[] = "_pydev_bundle";
+static const char __pyx_k_pydev_monkey[] = "pydev_monkey";
+static const char __pyx_k_pyx_checksum[] = "__pyx_checksum";
+static const char __pyx_k_stringsource[] = "stringsource";
+static const char __pyx_k_try_exc_info[] = "try_exc_info";
+static const char __pyx_k_GeneratorExit[] = "GeneratorExit";
+static const char __pyx_k_StopIteration[] = "StopIteration";
+static const char __pyx_k_cmd_step_into[] = "cmd_step_into";
+static const char __pyx_k_cmd_step_over[] = "cmd_step_over";
+static const char __pyx_k_get_file_type[] = "get_file_type";
+static const char __pyx_k_has_condition[] = "has_condition";
+static const char __pyx_k_method_object[] = "method_object";
+static const char __pyx_k_original_call[] = "_original_call";
+static const char __pyx_k_pydb_disposed[] = "pydb_disposed";
+static const char __pyx_k_pydevd_bundle[] = "_pydevd_bundle";
+static const char __pyx_k_reduce_cython[] = "__reduce_cython__";
+static const char __pyx_k_thread_tracer[] = "thread_tracer";
+static const char __pyx_k_AttributeError[] = "AttributeError";
+static const char __pyx_k_PYTHON_SUSPEND[] = "PYTHON_SUSPEND";
+static const char __pyx_k_SUPPORT_GEVENT[] = "SUPPORT_GEVENT";
+static const char __pyx_k_TRACE_PROPERTY[] = "TRACE_PROPERTY";
+static const char __pyx_k_co_firstlineno[] = "co_firstlineno";
+static const char __pyx_k_current_frames[] = "_current_frames";
+static const char __pyx_k_enable_tracing[] = "enable_tracing";
+static const char __pyx_k_exception_type[] = "exception_type";
+static const char __pyx_k_findlinestarts[] = "findlinestarts";
+static const char __pyx_k_get_breakpoint[] = "get_breakpoint";
+static const char __pyx_k_pydevd_tracing[] = "pydevd_tracing";
+static const char __pyx_k_suspend_policy[] = "suspend_policy";
+static const char __pyx_k_trace_dispatch[] = "trace_dispatch";
+static const char __pyx_k_IgnoreException[] = "[^#]*#.*@IgnoreException";
+static const char __pyx_k_SafeCallWrapper[] = "SafeCallWrapper";
+static const char __pyx_k_additional_info[] = "additional_info";
+static const char __pyx_k_bootstrap_inner[] = "__bootstrap_inner";
+static const char __pyx_k_constant_to_str[] = "constant_to_str";
+static const char __pyx_k_disable_tracing[] = "disable_tracing";
+static const char __pyx_k_do_wait_suspend[] = "do_wait_suspend";
+static const char __pyx_k_exception_break[] = "exception_break";
+static const char __pyx_k_is_thread_alive[] = "is_thread_alive";
+static const char __pyx_k_make_io_message[] = "make_io_message";
+static const char __pyx_k_pyx_PickleError[] = "__pyx_PickleError";
+static const char __pyx_k_setstate_cython[] = "__setstate_cython__";
+static const char __pyx_k_trace_exception[] = "trace_exception";
+static const char __pyx_k_DEBUG_START_PY3K[] = "DEBUG_START_PY3K";
+static const char __pyx_k_in_project_scope[] = "in_project_scope";
+static const char __pyx_k_threading_active[] = "threading_active";
+static const char __pyx_k_try_except_infos[] = "try_except_infos";
+static const char __pyx_k_KeyboardInterrupt[] = "KeyboardInterrupt";
+static const char __pyx_k_apply_to_settrace[] = "apply_to_settrace";
+static const char __pyx_k_bootstrap_inner_2[] = "_bootstrap_inner";
+static const char __pyx_k_children_variants[] = "children_variants";
+static const char __pyx_k_original_step_cmd[] = "original_step_cmd";
+static const char __pyx_k_pydev_execfile_py[] = "_pydev_execfile.py";
+static const char __pyx_k_pydevd_dont_trace[] = "pydevd_dont_trace";
+static const char __pyx_k_pydevd_file_utils[] = "pydevd_file_utils";
+static const char __pyx_k_should_trace_hook[] = "should_trace_hook";
+static const char __pyx_k_thread_trace_func[] = "thread_trace_func";
+static const char __pyx_k_RETURN_VALUES_DICT[] = "RETURN_VALUES_DICT";
+static const char __pyx_k_StopAsyncIteration[] = "StopAsyncIteration";
+static const char __pyx_k_apply_files_filter[] = "apply_files_filter";
+static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
+static const char __pyx_k_global_cache_skips[] = "global_cache_skips";
+static const char __pyx_k_pydev_do_not_trace[] = "pydev_do_not_trace";
+static const char __pyx_k_show_return_values[] = "show_return_values";
+static const char __pyx_k_collect_return_info[] = "collect_return_info";
+static const char __pyx_k_pydev_log_exception[] = "pydev_log_exception";
+static const char __pyx_k_threading_get_ident[] = "threading_get_ident";
+static const char __pyx_k_IGNORE_EXCEPTION_TAG[] = "IGNORE_EXCEPTION_TAG";
+static const char __pyx_k_frame_trace_dispatch[] = "frame_trace_dispatch";
+static const char __pyx_k_get_clsname_for_code[] = "get_clsname_for_code";
+static const char __pyx_k_is_line_in_try_block[] = "is_line_in_try_block";
+static const char __pyx_k_TryExceptContainerObj[] = "_TryExceptContainerObj";
+static const char __pyx_k_Using_Cython_speedups[] = "Using Cython speedups";
+static const char __pyx_k_filename_to_stat_info[] = "filename_to_stat_info";
+static const char __pyx_k_get_current_thread_id[] = "get_current_thread_id";
+static const char __pyx_k_handle_user_exception[] = "handle_user_exception";
+static const char __pyx_k_raise_lines_in_except[] = "raise_lines_in_except";
+static const char __pyx_k_suspend_other_threads[] = "suspend_other_threads";
+static const char __pyx_k_CMD_SET_FUNCTION_BREAK[] = "CMD_SET_FUNCTION_BREAK";
+static const char __pyx_k_EXCEPTION_TYPE_HANDLED[] = "EXCEPTION_TYPE_HANDLED";
+static const char __pyx_k_PYDEVD_IPYTHON_CONTEXT[] = "PYDEVD_IPYTHON_CONTEXT";
+static const char __pyx_k_add_exception_to_frame[] = "add_exception_to_frame";
+static const char __pyx_k_has_plugin_line_breaks[] = "has_plugin_line_breaks";
+static const char __pyx_k_ignore_exception_trace[] = "ignore_exception_trace";
+static const char __pyx_k_pydev_bundle_pydev_log[] = "_pydev_bundle.pydev_log";
+static const char __pyx_k_pyx_unpickle_PyDBFrame[] = "__pyx_unpickle_PyDBFrame";
+static const char __pyx_k_suspended_at_unhandled[] = "suspended_at_unhandled";
+static const char __pyx_k_collect_try_except_info[] = "collect_try_except_info";
+static const char __pyx_k_get_trace_dispatch_func[] = "get_trace_dispatch_func";
+static const char __pyx_k_ignore_system_exit_code[] = "ignore_system_exit_code";
+static const char __pyx_k_is_files_filter_enabled[] = "is_files_filter_enabled";
+static const char __pyx_k_is_line_in_except_block[] = "is_line_in_except_block";
+static const char __pyx_k_notify_thread_not_alive[] = "notify_thread_not_alive";
+static const char __pyx_k_pydevd_traceproperty_py[] = "pydevd_traceproperty.py";
+static const char __pyx_k_top_level_thread_tracer[] = "top_level_thread_tracer";
+static const char __pyx_k_PyDBAdditionalThreadInfo[] = "PyDBAdditionalThreadInfo";
+static const char __pyx_k_Stop_inside_ipython_call[] = "Stop inside ipython call";
+static const char __pyx_k_get_exception_breakpoint[] = "get_exception_breakpoint";
+static const char __pyx_k_global_cache_frame_skips[] = "global_cache_frame_skips";
+static const char __pyx_k_threading_current_thread[] = "threading_current_thread";
+static const char __pyx_k_pyx_unpickle_ThreadTracer[] = "__pyx_unpickle_ThreadTracer";
+static const char __pyx_k_remove_return_values_flag[] = "remove_return_values_flag";
+static const char __pyx_k_break_on_caught_exceptions[] = "break_on_caught_exceptions";
+static const char __pyx_k_notify_on_first_raise_only[] = "notify_on_first_raise_only";
+static const char __pyx_k_pydevd_bundle_pydevd_utils[] = "_pydevd_bundle.pydevd_utils";
+static const char __pyx_k_set_additional_thread_info[] = "set_additional_thread_info";
+static const char __pyx_k_trace_unhandled_exceptions[] = "trace_unhandled_exceptions";
+static const char __pyx_k_State_s_Stop_s_Cmd_s_Kill_s[] = "State:%s Stop:%s Cmd: %s Kill:%s";
+static const char __pyx_k_exclude_exception_by_filter[] = "exclude_exception_by_filter";
+static const char __pyx_k_force_only_unhandled_tracer[] = "force_only_unhandled_tracer";
+static const char __pyx_k_handle_breakpoint_condition[] = "handle_breakpoint_condition";
+static const char __pyx_k_has_plugin_exception_breaks[] = "has_plugin_exception_breaks";
+static const char __pyx_k_pydevd_bundle_pydevd_cython[] = "_pydevd_bundle.pydevd_cython";
+static const char __pyx_k_remove_exception_from_frame[] = "remove_exception_from_frame";
+static const char __pyx_k_send_caught_exception_stack[] = "send_caught_exception_stack";
+static const char __pyx_k_stop_on_unhandled_exception[] = "stop_on_unhandled_exception";
+static const char __pyx_k_handle_breakpoint_expression[] = "handle_breakpoint_expression";
+static const char __pyx_k_pyx_unpickle_SafeCallWrapper[] = "__pyx_unpickle_SafeCallWrapper";
+static const char __pyx_k_EXCEPTION_TYPE_USER_UNHANDLED[] = "EXCEPTION_TYPE_USER_UNHANDLED";
+static const char __pyx_k_NORM_PATHS_AND_BASE_CONTAINER[] = "NORM_PATHS_AND_BASE_CONTAINER";
+static const char __pyx_k_constructed_tid_to_last_frame[] = "constructed_tid_to_last_frame";
+static const char __pyx_k_pydevd_bundle_pydevd_constants[] = "_pydevd_bundle.pydevd_constants";
+static const char __pyx_k_pyx_unpickle_PyDBAdditionalThr[] = "__pyx_unpickle_PyDBAdditionalThreadInfo";
+static const char __pyx_k_pyx_unpickle_TopLevelThreadTra[] = "__pyx_unpickle_TopLevelThreadTracerOnlyUnhandledExceptions";
+static const char __pyx_k_pyx_unpickle__TryExceptContain[] = "__pyx_unpickle__TryExceptContainerObj";
+static const char __pyx_k_Error_in_linecache_checkcache_r[] = "Error in linecache.checkcache(%r)";
+static const char __pyx_k_Ignore_exception_s_in_library_s[] = "Ignore exception %s in library %s -- (%s)";
+static const char __pyx_k_TopLevelThreadTracerNoBackFrame[] = "TopLevelThreadTracerNoBackFrame";
+static const char __pyx_k_Unable_to_get_topmost_frame_for[] = "Unable to get topmost frame for thread: %s, thread.ident: %s, id(thread): %s\nCurrent frames: %s.\nGEVENT_SUPPORT: %s";
+static const char __pyx_k_get_abs_path_real_path_and_base[] = "get_abs_path_real_path_and_base_from_frame";
+static const char __pyx_k_global_notify_skipped_step_in_l[] = "_global_notify_skipped_step_in_lock";
+static const char __pyx_k_pydev_bundle__pydev_saved_modul[] = "_pydev_bundle._pydev_saved_modules";
+static const char __pyx_k_pydev_bundle_pydev_is_thread_al[] = "_pydev_bundle.pydev_is_thread_alive";
+static const char __pyx_k_pydevd_bundle_pydevd_bytecode_u[] = "_pydevd_bundle.pydevd_bytecode_utils";
+static const char __pyx_k_pydevd_bundle_pydevd_comm_const[] = "_pydevd_bundle.pydevd_comm_constants";
+static const char __pyx_k_pydevd_bundle_pydevd_cython_pyx[] = "_pydevd_bundle/pydevd_cython.pyx";
+static const char __pyx_k_pydevd_bundle_pydevd_frame_util[] = "_pydevd_bundle.pydevd_frame_utils";
+static const char __pyx_k_set_additional_thread_info_lock[] = "_set_additional_thread_info_lock";
+static const char __pyx_k_set_trace_for_frame_and_parents[] = "set_trace_for_frame_and_parents";
+static const char __pyx_k_top_level_thread_tracer_no_back[] = "top_level_thread_tracer_no_back_frames";
+static const char __pyx_k_Error_in_linecache_getline_r_s_f[] = "Error in linecache.getline(%r, %s, f_globals)";
+static const char __pyx_k_Incompatible_checksums_0x_x_vs_0[] = "Incompatible checksums (0x%x vs (0x75b3b02, 0x5f02be1, 0xa5a0d63) = (conditional_breakpoint_exception, is_tracing, pydev_call_from_jinja2, pydev_call_inside_jinja2, pydev_django_resolve_frame, pydev_func_name, pydev_message, pydev_next_line, pydev_notify_kill, pydev_original_step_cmd, pydev_smart_child_offset, pydev_smart_parent_offset, pydev_smart_step_into_variants, pydev_smart_step_stop, pydev_state, pydev_step_cmd, pydev_step_stop, pydev_use_scoped_step_frame, step_in_initial_location, suspend_type, suspended_at_unhandled, target_id_to_smart_step_into_variant, thread_tracer, top_level_thread_tracer_no_back_frames, top_level_thread_tracer_unhandled, trace_suspend_type))";
+static const char __pyx_k_TopLevelThreadTracerOnlyUnhandle[] = "TopLevelThreadTracerOnlyUnhandledExceptions";
+static const char __pyx_k_USE_CUSTOM_SYS_CURRENT_FRAMES_MA[] = "USE_CUSTOM_SYS_CURRENT_FRAMES_MAP";
+static const char __pyx_k_break_on_user_uncaught_exception[] = "break_on_user_uncaught_exceptions";
+static const char __pyx_k_filename_to_lines_where_exceptio[] = "filename_to_lines_where_exceptions_are_ignored";
+static const char __pyx_k_fix_top_level_trace_and_get_trac[] = "fix_top_level_trace_and_get_trace_func";
+static const char __pyx_k_function_breakpoint_name_to_brea[] = "function_breakpoint_name_to_breakpoint";
+static const char __pyx_k_get_smart_step_into_variant_from[] = "get_smart_step_into_variant_from_frame_offset";
+static const char __pyx_k_ignore_exceptions_thrown_in_line[] = "ignore_exceptions_thrown_in_lines_with_ignore_exception";
+static const char __pyx_k_notify_skipped_step_in_because_o[] = "notify_skipped_step_in_because_of_filters";
+static const char __pyx_k_pyx_unpickle_TopLevelThreadTra_2[] = "__pyx_unpickle_TopLevelThreadTracerNoBackFrame";
+static const char __pyx_k_send_caught_exception_stack_proc[] = "send_caught_exception_stack_proceeded";
+static const char __pyx_k_skip_on_exceptions_thrown_in_sam[] = "skip_on_exceptions_thrown_in_same_context";
+static const char __pyx_k_top_level_thread_tracer_unhandle[] = "top_level_thread_tracer_unhandled";
+static const char __pyx_k_trace_dispatch_and_unhandled_exc[] = "trace_dispatch_and_unhandled_exceptions";
+static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_2[] = "Incompatible checksums (0x%x vs (0xc8b6eb1, 0xdbf5e44, 0xde17cd3) = (try_except_infos))";
+static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_3[] = "Incompatible checksums (0x%x vs (0x506e682, 0x3a8c26e, 0xb793695) = (_args, exc_info, should_skip))";
+static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_4[] = "Incompatible checksums (0x%x vs (0x77c077b, 0xa14289b, 0x3cc10aa) = (method_object))";
+static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_5[] = "Incompatible checksums (0x%x vs (0x3d7902a, 0x121e1fb, 0xf3a61b1) = (_args))";
+static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_6[] = "Incompatible checksums (0x%x vs (0xa3a9ec1, 0x3f5f7e9, 0x0ff9c96) = (_args, _frame_trace_dispatch, _last_exc_arg, _last_raise_line, _raise_lines, try_except_infos))";
+static PyObject *__pyx_kp_s_;
+static PyObject *__pyx_kp_s_1;
+static PyObject *__pyx_n_s_ALL;
+static PyObject *__pyx_n_s_AttributeError;
+static PyObject *__pyx_n_s_CMD_SET_FUNCTION_BREAK;
+static PyObject *__pyx_n_s_DEBUG_START;
+static PyObject *__pyx_n_s_DEBUG_START_PY3K;
+static PyObject *__pyx_n_s_EXCEPTION_TYPE_HANDLED;
+static PyObject *__pyx_n_s_EXCEPTION_TYPE_USER_UNHANDLED;
+static PyObject *__pyx_kp_s_Error_in_linecache_checkcache_r;
+static PyObject *__pyx_kp_s_Error_in_linecache_getline_r_s_f;
+static PyObject *__pyx_n_s_ForkSafeLock;
+static PyObject *__pyx_n_s_GeneratorExit;
+static PyObject *__pyx_n_s_IGNORE_EXCEPTION_TAG;
+static PyObject *__pyx_kp_s_IgnoreException;
+static PyObject *__pyx_kp_s_Ignore_exception_s_in_library_s;
+static PyObject *__pyx_n_s_ImportError;
+static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0;
+static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0_2;
+static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0_3;
+static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0_4;
+static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0_5;
+static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0_6;
+static PyObject *__pyx_n_s_KeyboardInterrupt;
+static PyObject *__pyx_n_s_NORM_PATHS_AND_BASE_CONTAINER;
+static PyObject *__pyx_n_s_NO_FTRACE;
+static PyObject *__pyx_n_s_NameError;
+static PyObject *__pyx_n_s_None;
+static PyObject *__pyx_n_s_PYDEVD_IPYTHON_CONTEXT;
+static PyObject *__pyx_n_s_PYDEV_FILE;
+static PyObject *__pyx_n_s_PYTHON_SUSPEND;
+static PyObject *__pyx_n_s_PickleError;
+static PyObject *__pyx_n_s_PyDBAdditionalThreadInfo;
+static PyObject *__pyx_n_s_PyDBFrame;
+static PyObject *__pyx_n_s_RETURN_VALUES_DICT;
+static PyObject *__pyx_n_s_STATE_RUN;
+static PyObject *__pyx_n_s_SUPPORT_GEVENT;
+static PyObject *__pyx_n_s_SafeCallWrapper;
+static PyObject *__pyx_kp_s_State_s_Stop_s_Cmd_s_Kill_s;
+static PyObject *__pyx_n_s_StopAsyncIteration;
+static PyObject *__pyx_n_s_StopIteration;
+static PyObject *__pyx_kp_s_Stop_inside_ipython_call;
+static PyObject *__pyx_n_s_SystemExit;
+static PyObject *__pyx_n_s_TRACE_PROPERTY;
+static PyObject *__pyx_n_s_Thread;
+static PyObject *__pyx_n_s_ThreadTracer;
+static PyObject *__pyx_n_s_TopLevelThreadTracerNoBackFrame;
+static PyObject *__pyx_n_s_TopLevelThreadTracerOnlyUnhandle;
+static PyObject *__pyx_n_s_TryExceptContainerObj;
+static PyObject *__pyx_n_s_USE_CUSTOM_SYS_CURRENT_FRAMES_MA;
+static PyObject *__pyx_kp_s_Unable_to_get_topmost_frame_for;
+static PyObject *__pyx_kp_s_Using_Cython_speedups;
+static PyObject *__pyx_kp_s__3;
+static PyObject *__pyx_kp_s__5;
+static PyObject *__pyx_kp_s__6;
+static PyObject *__pyx_kp_s__7;
+static PyObject *__pyx_n_s_add;
+static PyObject *__pyx_n_s_add_command;
+static PyObject *__pyx_n_s_add_exception_to_frame;
+static PyObject *__pyx_n_s_additional_info;
+static PyObject *__pyx_n_s_append;
+static PyObject *__pyx_n_s_apply_files_filter;
+static PyObject *__pyx_n_s_apply_to_settrace;
+static PyObject *__pyx_n_s_arg;
+static PyObject *__pyx_n_s_args;
+static PyObject *__pyx_n_s_args_2;
+static PyObject *__pyx_n_s_basename;
+static PyObject *__pyx_n_s_bootstrap;
+static PyObject *__pyx_n_s_bootstrap_2;
+static PyObject *__pyx_n_s_bootstrap_inner;
+static PyObject *__pyx_n_s_bootstrap_inner_2;
+static PyObject *__pyx_n_s_break_on_caught_exceptions;
+static PyObject *__pyx_n_s_break_on_user_uncaught_exception;
+static PyObject *__pyx_n_s_breakpoints;
+static PyObject *__pyx_n_s_call;
+static PyObject *__pyx_n_s_call_2;
+static PyObject *__pyx_n_s_can_skip;
+static PyObject *__pyx_kp_s_cell;
+static PyObject *__pyx_n_s_checkcache;
+static PyObject *__pyx_n_s_children_variants;
+static PyObject *__pyx_n_s_cline_in_traceback;
+static PyObject *__pyx_n_s_cmd_factory;
+static PyObject *__pyx_n_s_cmd_step_into;
+static PyObject *__pyx_n_s_cmd_step_over;
+static PyObject *__pyx_n_s_co_filename;
+static PyObject *__pyx_n_s_co_firstlineno;
+static PyObject *__pyx_n_s_co_flags;
+static PyObject *__pyx_n_s_co_name;
+static PyObject *__pyx_n_s_collect_return_info;
+static PyObject *__pyx_n_s_collect_try_except_info;
+static PyObject *__pyx_n_s_compile;
+static PyObject *__pyx_n_s_condition;
+static PyObject *__pyx_n_s_constant_to_str;
+static PyObject *__pyx_n_s_constructed_tid_to_last_frame;
+static PyObject *__pyx_n_s_current_frames;
+static PyObject *__pyx_n_s_debug;
+static PyObject *__pyx_n_s_dict;
+static PyObject *__pyx_n_s_dis;
+static PyObject *__pyx_n_s_disable_tracing;
+static PyObject *__pyx_n_s_do_wait_suspend;
+static PyObject *__pyx_n_s_enable_tracing;
+static PyObject *__pyx_n_s_encode;
+static PyObject *__pyx_n_s_endswith;
+static PyObject *__pyx_n_s_enter;
+static PyObject *__pyx_n_s_event;
+static PyObject *__pyx_n_s_except_line;
+static PyObject *__pyx_n_s_exception;
+static PyObject *__pyx_n_s_exception_break;
+static PyObject *__pyx_n_s_exception_type;
+static PyObject *__pyx_n_s_exclude_exception_by_filter;
+static PyObject *__pyx_n_s_exec;
+static PyObject *__pyx_n_s_execfile;
+static PyObject *__pyx_n_s_exit;
+static PyObject *__pyx_n_s_expression;
+static PyObject *__pyx_n_s_f_back;
+static PyObject *__pyx_n_s_f_code;
+static PyObject *__pyx_n_s_f_globals;
+static PyObject *__pyx_n_s_f_lasti;
+static PyObject *__pyx_n_s_f_lineno;
+static PyObject *__pyx_n_s_f_locals;
+static PyObject *__pyx_n_s_f_trace;
+static PyObject *__pyx_n_s_f_unhandled;
+static PyObject *__pyx_n_s_filename;
+static PyObject *__pyx_n_s_filename_to_lines_where_exceptio;
+static PyObject *__pyx_n_s_filename_to_stat_info;
+static PyObject *__pyx_n_s_findlinestarts;
+static PyObject *__pyx_n_s_fix_top_level_trace_and_get_trac;
+static PyObject *__pyx_n_s_force_only_unhandled_tracer;
+static PyObject *__pyx_n_s_frame;
+static PyObject *__pyx_n_s_frame_trace_dispatch;
+static PyObject *__pyx_n_s_func_name;
+static PyObject *__pyx_n_s_function_breakpoint_name_to_brea;
+static PyObject *__pyx_n_s_get;
+static PyObject *__pyx_n_s_get_abs_path_real_path_and_base;
+static PyObject *__pyx_n_s_get_breakpoint;
+static PyObject *__pyx_n_s_get_clsname_for_code;
+static PyObject *__pyx_n_s_get_current_thread_id;
+static PyObject *__pyx_n_s_get_exception_breakpoint;
+static PyObject *__pyx_n_s_get_file_type;
+static PyObject *__pyx_n_s_get_smart_step_into_variant_from;
+static PyObject *__pyx_n_s_get_trace_dispatch_func;
+static PyObject *__pyx_n_s_getline;
+static PyObject *__pyx_n_s_getstate;
+static PyObject *__pyx_n_s_global_cache_frame_skips;
+static PyObject *__pyx_n_s_global_cache_skips;
+static PyObject *__pyx_n_s_global_notify_skipped_step_in_l;
+static PyObject *__pyx_n_s_handle_breakpoint_condition;
+static PyObject *__pyx_n_s_handle_breakpoint_expression;
+static PyObject *__pyx_n_s_handle_user_exception;
+static PyObject *__pyx_n_s_has_condition;
+static PyObject *__pyx_n_s_has_plugin_exception_breaks;
+static PyObject *__pyx_n_s_has_plugin_line_breaks;
+static PyObject *__pyx_n_s_i;
+static PyObject *__pyx_n_s_id;
+static PyObject *__pyx_n_s_ident;
+static PyObject *__pyx_n_s_ignore_exception_trace;
+static PyObject *__pyx_n_s_ignore_exceptions_thrown_in_line;
+static PyObject *__pyx_n_s_ignore_system_exit_code;
+static PyObject *__pyx_n_s_import;
+static PyObject *__pyx_n_s_in_project_scope;
+static PyObject *__pyx_n_s_info;
+static PyObject *__pyx_kp_s_invalid;
+static PyObject *__pyx_n_s_is_files_filter_enabled;
+static PyObject *__pyx_n_s_is_line_in_except_block;
+static PyObject *__pyx_n_s_is_line_in_try_block;
+static PyObject *__pyx_n_s_is_logpoint;
+static PyObject *__pyx_n_s_is_thread_alive;
+static PyObject *__pyx_n_s_j;
+static PyObject *__pyx_n_s_just_raised;
+static PyObject *__pyx_n_s_kwargs;
+static PyObject *__pyx_kp_s_lambda;
+static PyObject *__pyx_n_s_line;
+static PyObject *__pyx_n_s_linecache;
+static PyObject *__pyx_n_s_linesep;
+static PyObject *__pyx_n_s_main;
+static PyObject *__pyx_n_s_main_2;
+static PyObject *__pyx_n_s_make_io_message;
+static PyObject *__pyx_n_s_match;
+static PyObject *__pyx_n_s_method_object;
+static PyObject *__pyx_kp_s_module;
+static PyObject *__pyx_n_s_name;
+static PyObject *__pyx_n_s_name_2;
+static PyObject *__pyx_n_s_new;
+static PyObject *__pyx_n_s_notify_on_first_raise_only;
+static PyObject *__pyx_n_s_notify_skipped_step_in_because_o;
+static PyObject *__pyx_n_s_notify_thread_not_alive;
+static PyObject *__pyx_n_s_original_call;
+static PyObject *__pyx_n_s_original_step_cmd;
+static PyObject *__pyx_n_s_os;
+static PyObject *__pyx_n_s_os_path;
+static PyObject *__pyx_n_s_path;
+static PyObject *__pyx_n_s_pickle;
+static PyObject *__pyx_n_s_plugin;
+static PyObject *__pyx_n_s_pop;
+static PyObject *__pyx_n_s_py_db;
+static PyObject *__pyx_kp_s_pyc;
+static PyObject *__pyx_n_s_pydb_disposed;
+static PyObject *__pyx_n_s_pydev_bundle;
+static PyObject *__pyx_n_s_pydev_bundle__pydev_saved_modul;
+static PyObject *__pyx_n_s_pydev_bundle_pydev_is_thread_al;
+static PyObject *__pyx_n_s_pydev_bundle_pydev_log;
+static PyObject *__pyx_n_s_pydev_do_not_trace;
+static PyObject *__pyx_kp_s_pydev_execfile_py;
+static PyObject *__pyx_n_s_pydev_log;
+static PyObject *__pyx_n_s_pydev_log_exception;
+static PyObject *__pyx_n_s_pydev_monkey;
+static PyObject *__pyx_n_s_pydevd;
+static PyObject *__pyx_n_s_pydevd_bundle;
+static PyObject *__pyx_n_s_pydevd_bundle_pydevd_bytecode_u;
+static PyObject *__pyx_n_s_pydevd_bundle_pydevd_comm_const;
+static PyObject *__pyx_n_s_pydevd_bundle_pydevd_constants;
+static PyObject *__pyx_n_s_pydevd_bundle_pydevd_cython;
+static PyObject *__pyx_kp_s_pydevd_bundle_pydevd_cython_pyx;
+static PyObject *__pyx_n_s_pydevd_bundle_pydevd_frame_util;
+static PyObject *__pyx_n_s_pydevd_bundle_pydevd_utils;
+static PyObject *__pyx_n_s_pydevd_dont_trace;
+static PyObject *__pyx_n_s_pydevd_file_utils;
+static PyObject *__pyx_kp_s_pydevd_py;
+static PyObject *__pyx_kp_s_pydevd_traceproperty_py;
+static PyObject *__pyx_n_s_pydevd_tracing;
+static PyObject *__pyx_n_s_pyx_PickleError;
+static PyObject *__pyx_n_s_pyx_checksum;
+static PyObject *__pyx_n_s_pyx_result;
+static PyObject *__pyx_n_s_pyx_state;
+static PyObject *__pyx_n_s_pyx_type;
+static PyObject *__pyx_n_s_pyx_unpickle_PyDBAdditionalThr;
+static PyObject *__pyx_n_s_pyx_unpickle_PyDBFrame;
+static PyObject *__pyx_n_s_pyx_unpickle_SafeCallWrapper;
+static PyObject *__pyx_n_s_pyx_unpickle_ThreadTracer;
+static PyObject *__pyx_n_s_pyx_unpickle_TopLevelThreadTra;
+static PyObject *__pyx_n_s_pyx_unpickle_TopLevelThreadTra_2;
+static PyObject *__pyx_n_s_pyx_unpickle__TryExceptContain;
+static PyObject *__pyx_n_s_pyx_vtable;
+static PyObject *__pyx_n_s_qname;
+static PyObject *__pyx_n_s_quitting;
+static PyObject *__pyx_n_s_raise_lines_in_except;
+static PyObject *__pyx_n_s_re;
+static PyObject *__pyx_n_s_reduce;
+static PyObject *__pyx_n_s_reduce_cython;
+static PyObject *__pyx_n_s_reduce_ex;
+static PyObject *__pyx_n_s_remove_exception_from_frame;
+static PyObject *__pyx_n_s_remove_return_values_flag;
+static PyObject *__pyx_n_s_return;
+static PyObject *__pyx_n_s_return_line;
+static PyObject *__pyx_n_s_returns;
+static PyObject *__pyx_n_s_rfind;
+static PyObject *__pyx_n_s_run;
+static PyObject *__pyx_kp_s_s_s;
+static PyObject *__pyx_n_s_self;
+static PyObject *__pyx_n_s_send_caught_exception_stack;
+static PyObject *__pyx_n_s_send_caught_exception_stack_proc;
+static PyObject *__pyx_n_s_set_additional_thread_info;
+static PyObject *__pyx_n_s_set_additional_thread_info_lock;
+static PyObject *__pyx_n_s_set_suspend;
+static PyObject *__pyx_n_s_set_trace_for_frame_and_parents;
+static PyObject *__pyx_n_s_setstate;
+static PyObject *__pyx_n_s_setstate_cython;
+static PyObject *__pyx_n_s_should_trace_hook;
+static PyObject *__pyx_n_s_show_return_values;
+static PyObject *__pyx_n_s_skip_on_exceptions_thrown_in_sam;
+static PyObject *__pyx_n_s_st_mtime;
+static PyObject *__pyx_n_s_st_size;
+static PyObject *__pyx_n_s_startswith;
+static PyObject *__pyx_n_s_stat;
+static PyObject *__pyx_n_s_stop;
+static PyObject *__pyx_n_s_stop_on_unhandled_exception;
+static PyObject *__pyx_kp_s_stringsource;
+static PyObject *__pyx_n_s_suspend;
+static PyObject *__pyx_n_s_suspend_other_threads;
+static PyObject *__pyx_n_s_suspend_policy;
+static PyObject *__pyx_n_s_suspended_at_unhandled;
+static PyObject *__pyx_n_s_t;
+static PyObject *__pyx_n_s_tb_frame;
+static PyObject *__pyx_n_s_tb_lineno;
+static PyObject *__pyx_n_s_tb_next;
+static PyObject *__pyx_n_s_test;
+static PyObject *__pyx_n_s_thread;
+static PyObject *__pyx_n_s_thread_trace_func;
+static PyObject *__pyx_n_s_thread_tracer;
+static PyObject *__pyx_n_s_threading;
+static PyObject *__pyx_n_s_threading_active;
+static PyObject *__pyx_n_s_threading_current_thread;
+static PyObject *__pyx_n_s_threading_get_ident;
+static PyObject *__pyx_n_s_top_level_thread_tracer;
+static PyObject *__pyx_n_s_top_level_thread_tracer_no_back;
+static PyObject *__pyx_n_s_top_level_thread_tracer_unhandle;
+static PyObject *__pyx_n_s_trace;
+static PyObject *__pyx_n_s_trace_dispatch;
+static PyObject *__pyx_n_s_trace_dispatch_and_unhandled_exc;
+static PyObject *__pyx_n_s_trace_exception;
+static PyObject *__pyx_n_s_trace_unhandled_exceptions;
+static PyObject *__pyx_n_s_try_exc_info;
+static PyObject *__pyx_n_s_try_except_infos;
+static PyObject *__pyx_n_s_update;
+static PyObject *__pyx_kp_s_utf_8;
+static PyObject *__pyx_n_s_values;
+static PyObject *__pyx_n_s_version;
+static PyObject *__pyx_n_s_writer;
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo___init__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_2get_topmost_frame(CYTHON_UNUSED struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_thread); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_4__str__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_11pydev_state___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_11pydev_state_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_step_stop___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_step_stop_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_step_stop_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_23pydev_original_step_cmd___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_23pydev_original_step_cmd_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_14pydev_step_cmd___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_14pydev_step_cmd_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_17pydev_notify_kill___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_17pydev_notify_kill_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_21pydev_smart_step_stop___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_21pydev_smart_step_stop_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_21pydev_smart_step_stop_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_26pydev_django_resolve_frame___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_26pydev_django_resolve_frame_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_22pydev_call_from_jinja2___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_22pydev_call_from_jinja2_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_22pydev_call_from_jinja2_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24pydev_call_inside_jinja2___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24pydev_call_inside_jinja2_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24pydev_call_inside_jinja2_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_10is_tracing___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_10is_tracing_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_32conditional_breakpoint_exception___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_32conditional_breakpoint_exception_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_32conditional_breakpoint_exception_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_13pydev_message___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_13pydev_message_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_13pydev_message_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_12suspend_type___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_12suspend_type_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_next_line___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_next_line_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_func_name___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_func_name_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_func_name_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_22suspended_at_unhandled___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_22suspended_at_unhandled_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_18trace_suspend_type___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_18trace_suspend_type_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_18trace_suspend_type_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_38top_level_thread_tracer_no_back_frames___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_38top_level_thread_tracer_no_back_frames_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_38top_level_thread_tracer_no_back_frames_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_33top_level_thread_tracer_unhandled___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_33top_level_thread_tracer_unhandled_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_33top_level_thread_tracer_unhandled_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_13thread_tracer___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_13thread_tracer_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_13thread_tracer_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24step_in_initial_location___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24step_in_initial_location_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24step_in_initial_location_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_25pydev_smart_parent_offset___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_25pydev_smart_parent_offset_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24pydev_smart_child_offset___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24pydev_smart_child_offset_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_30pydev_smart_step_into_variants___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_30pydev_smart_step_into_variants_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_30pydev_smart_step_into_variants_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_36target_id_to_smart_step_into_variant___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_36target_id_to_smart_step_into_variant_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_36target_id_to_smart_step_into_variant_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_27pydev_use_scoped_step_frame___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_27pydev_use_scoped_step_frame_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_6__reduce_cython__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_8__setstate_cython__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_set_additional_thread_info(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_thread); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_2get_smart_step_into_variant_from_frame_offset(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_args, CYTHON_UNUSED PyObject *__pyx_v_kwargs); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj___init__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_16try_except_infos___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_16try_except_infos_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_16try_except_infos_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_2__reduce_cython__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_4__setstate_cython__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_9PyDBFrame___init__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, PyObject *__pyx_v_args); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_2set_suspend(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_4do_wait_suspend(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_6trace_exception(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, PyObject *__pyx_v_frame, PyObject *__pyx_v_event, PyObject *__pyx_v_arg); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_8handle_user_exception(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, PyObject *__pyx_v_frame); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_10trace_dispatch(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, PyObject *__pyx_v_frame, PyObject *__pyx_v_event, PyObject *__pyx_v_arg); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_12__reduce_cython__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_14__setstate_cython__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_4notify_skipped_step_in_because_of_filters(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_py_db, PyObject *__pyx_v_frame); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_15SafeCallWrapper___init__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper *__pyx_v_self, PyObject *__pyx_v_method_object); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_15SafeCallWrapper_2__call__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper *__pyx_v_self, PyObject *__pyx_v_args); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_15SafeCallWrapper_4get_method_object(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_15SafeCallWrapper_6__reduce_cython__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_15SafeCallWrapper_8__setstate_cython__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_6fix_top_level_trace_and_get_trace_func(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_py_db, PyObject *__pyx_v_frame); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_8trace_dispatch(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_py_db, PyObject *__pyx_v_frame, PyObject *__pyx_v_event, PyObject *__pyx_v_arg); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions___init__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *__pyx_v_self, PyObject *__pyx_v_args); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_2trace_unhandled_exceptions(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_frame, PyObject *__pyx_v_event, PyObject *__pyx_v_arg); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_4get_trace_dispatch_func(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_5_args___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_5_args_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_5_args_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_6__reduce_cython__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_8__setstate_cython__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame___init__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self, PyObject *__pyx_v_frame_trace_dispatch, PyObject *__pyx_v_args); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_2trace_dispatch_and_unhandled_exceptions(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self, PyObject *__pyx_v_frame, PyObject *__pyx_v_event, PyObject *__pyx_v_arg); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_4get_trace_dispatch_func(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_21_frame_trace_dispatch___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_21_frame_trace_dispatch_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_21_frame_trace_dispatch_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_5_args___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_5_args_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_5_args_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_16try_except_infos___get__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_16try_except_infos_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_16try_except_infos_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self); /* proto */
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+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_13_last_exc_arg_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_13_last_exc_arg_4__del__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self); /* proto */
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+static int __pyx_pf_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_12_raise_lines_2__set__(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
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+static PyObject *__pyx_tp_new_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
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+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *p;
+  PyObject *o;
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+    o = (*t->tp_alloc)(t, 0);
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+  p->pydev_smart_step_stop = Py_None; Py_INCREF(Py_None);
+  p->pydev_call_from_jinja2 = Py_None; Py_INCREF(Py_None);
+  p->pydev_call_inside_jinja2 = Py_None; Py_INCREF(Py_None);
+  p->conditional_breakpoint_exception = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  p->pydev_message = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  p->pydev_func_name = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  p->trace_suspend_type = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  p->top_level_thread_tracer_no_back_frames = Py_None; Py_INCREF(Py_None);
+  p->top_level_thread_tracer_unhandled = Py_None; Py_INCREF(Py_None);
+  p->thread_tracer = Py_None; Py_INCREF(Py_None);
+  p->step_in_initial_location = Py_None; Py_INCREF(Py_None);
+  p->pydev_smart_step_into_variants = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  p->target_id_to_smart_step_into_variant = ((PyObject*)Py_None); Py_INCREF(Py_None);
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+}
+
+static void __pyx_tp_dealloc_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo(PyObject *o) {
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+  Py_CLEAR(p->pydev_call_from_jinja2);
+  Py_CLEAR(p->pydev_call_inside_jinja2);
+  Py_CLEAR(p->conditional_breakpoint_exception);
+  Py_CLEAR(p->pydev_message);
+  Py_CLEAR(p->pydev_func_name);
+  Py_CLEAR(p->trace_suspend_type);
+  Py_CLEAR(p->top_level_thread_tracer_no_back_frames);
+  Py_CLEAR(p->top_level_thread_tracer_unhandled);
+  Py_CLEAR(p->thread_tracer);
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+  Py_CLEAR(p->target_id_to_smart_step_into_variant);
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+}
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+static int __pyx_tp_traverse_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo(PyObject *o, visitproc v, void *a) {
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+  if (p->pydev_smart_step_stop) {
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+static int __pyx_tp_clear_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo(PyObject *o) {
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+  tmp = ((PyObject*)p->pydev_smart_step_stop);
+  p->pydev_smart_step_stop = Py_None; Py_INCREF(Py_None);
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+  tmp = ((PyObject*)p->pydev_call_inside_jinja2);
+  p->pydev_call_inside_jinja2 = Py_None; Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
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+  p->top_level_thread_tracer_unhandled = Py_None; Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  tmp = ((PyObject*)p->thread_tracer);
+  p->thread_tracer = Py_None; Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  tmp = ((PyObject*)p->step_in_initial_location);
+  p->step_in_initial_location = Py_None; Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  tmp = ((PyObject*)p->pydev_smart_step_into_variants);
+  p->pydev_smart_step_into_variants = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  tmp = ((PyObject*)p->target_id_to_smart_step_into_variant);
+  p->target_id_to_smart_step_into_variant = ((PyObject*)Py_None); Py_INCREF(Py_None);
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+}
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+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_state(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_11pydev_state_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_state(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
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+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
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+}
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+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_step_stop(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_step_stop_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_step_stop(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_step_stop_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_step_stop_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_original_step_cmd(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_23pydev_original_step_cmd_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_original_step_cmd(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_23pydev_original_step_cmd_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
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+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_step_cmd(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_14pydev_step_cmd_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_step_cmd(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_14pydev_step_cmd_3__set__(o, v);
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+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_notify_kill(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_17pydev_notify_kill_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_notify_kill(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_17pydev_notify_kill_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
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+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_step_stop(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_21pydev_smart_step_stop_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_step_stop(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_21pydev_smart_step_stop_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_21pydev_smart_step_stop_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_django_resolve_frame(PyObject *o, CYTHON_UNUSED void *x) {
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+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_django_resolve_frame(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_26pydev_django_resolve_frame_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_call_from_jinja2(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_22pydev_call_from_jinja2_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_call_from_jinja2(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_22pydev_call_from_jinja2_3__set__(o, v);
+  }
+  else {
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+}
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+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_call_inside_jinja2(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24pydev_call_inside_jinja2_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_call_inside_jinja2(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24pydev_call_inside_jinja2_3__set__(o, v);
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+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_is_tracing(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_10is_tracing_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_is_tracing(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
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+}
+
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+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_32conditional_breakpoint_exception_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_conditional_breakpoint_exception(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
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+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_32conditional_breakpoint_exception_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_32conditional_breakpoint_exception_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_message(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_13pydev_message_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_message(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
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+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_suspend_type(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_12suspend_type_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_suspend_type(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_12suspend_type_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_next_line(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_next_line_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_next_line(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_next_line_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_func_name(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_func_name_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_func_name(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_func_name_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_15pydev_func_name_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_suspended_at_unhandled(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_22suspended_at_unhandled_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_suspended_at_unhandled(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_22suspended_at_unhandled_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_trace_suspend_type(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_18trace_suspend_type_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_trace_suspend_type(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_18trace_suspend_type_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_18trace_suspend_type_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_top_level_thread_tracer_no_back_frames(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_38top_level_thread_tracer_no_back_frames_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_top_level_thread_tracer_no_back_frames(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_38top_level_thread_tracer_no_back_frames_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_38top_level_thread_tracer_no_back_frames_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_top_level_thread_tracer_unhandled(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_33top_level_thread_tracer_unhandled_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_top_level_thread_tracer_unhandled(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_33top_level_thread_tracer_unhandled_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_33top_level_thread_tracer_unhandled_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_thread_tracer(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_13thread_tracer_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_thread_tracer(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_13thread_tracer_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_13thread_tracer_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_step_in_initial_location(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24step_in_initial_location_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_step_in_initial_location(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24step_in_initial_location_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24step_in_initial_location_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_parent_offset(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_25pydev_smart_parent_offset_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_parent_offset(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_25pydev_smart_parent_offset_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_child_offset(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24pydev_smart_child_offset_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_child_offset(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_24pydev_smart_child_offset_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_step_into_variants(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_30pydev_smart_step_into_variants_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_step_into_variants(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_30pydev_smart_step_into_variants_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_30pydev_smart_step_into_variants_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_target_id_to_smart_step_into_variant(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_36target_id_to_smart_step_into_variant_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_target_id_to_smart_step_into_variant(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_36target_id_to_smart_step_into_variant_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_36target_id_to_smart_step_into_variant_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_use_scoped_step_frame(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_27pydev_use_scoped_step_frame_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_use_scoped_step_frame(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_27pydev_use_scoped_step_frame_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyMethodDef __pyx_methods_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo[] = {
+  {"get_topmost_frame", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_3get_topmost_frame, METH_O, __pyx_doc_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_2get_topmost_frame},
+  {"__reduce_cython__", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_7__reduce_cython__, METH_NOARGS, 0},
+  {"__setstate_cython__", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_9__setstate_cython__, METH_O, 0},
+  {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo[] = {
+  {(char *)"pydev_state", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_state, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_state, (char *)0, 0},
+  {(char *)"pydev_step_stop", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_step_stop, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_step_stop, (char *)0, 0},
+  {(char *)"pydev_original_step_cmd", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_original_step_cmd, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_original_step_cmd, (char *)0, 0},
+  {(char *)"pydev_step_cmd", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_step_cmd, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_step_cmd, (char *)0, 0},
+  {(char *)"pydev_notify_kill", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_notify_kill, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_notify_kill, (char *)0, 0},
+  {(char *)"pydev_smart_step_stop", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_step_stop, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_step_stop, (char *)0, 0},
+  {(char *)"pydev_django_resolve_frame", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_django_resolve_frame, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_django_resolve_frame, (char *)0, 0},
+  {(char *)"pydev_call_from_jinja2", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_call_from_jinja2, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_call_from_jinja2, (char *)0, 0},
+  {(char *)"pydev_call_inside_jinja2", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_call_inside_jinja2, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_call_inside_jinja2, (char *)0, 0},
+  {(char *)"is_tracing", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_is_tracing, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_is_tracing, (char *)0, 0},
+  {(char *)"conditional_breakpoint_exception", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_conditional_breakpoint_exception, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_conditional_breakpoint_exception, (char *)0, 0},
+  {(char *)"pydev_message", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_message, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_message, (char *)0, 0},
+  {(char *)"suspend_type", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_suspend_type, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_suspend_type, (char *)0, 0},
+  {(char *)"pydev_next_line", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_next_line, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_next_line, (char *)0, 0},
+  {(char *)"pydev_func_name", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_func_name, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_func_name, (char *)0, 0},
+  {(char *)"suspended_at_unhandled", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_suspended_at_unhandled, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_suspended_at_unhandled, (char *)0, 0},
+  {(char *)"trace_suspend_type", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_trace_suspend_type, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_trace_suspend_type, (char *)0, 0},
+  {(char *)"top_level_thread_tracer_no_back_frames", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_top_level_thread_tracer_no_back_frames, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_top_level_thread_tracer_no_back_frames, (char *)0, 0},
+  {(char *)"top_level_thread_tracer_unhandled", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_top_level_thread_tracer_unhandled, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_top_level_thread_tracer_unhandled, (char *)0, 0},
+  {(char *)"thread_tracer", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_thread_tracer, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_thread_tracer, (char *)0, 0},
+  {(char *)"step_in_initial_location", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_step_in_initial_location, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_step_in_initial_location, (char *)0, 0},
+  {(char *)"pydev_smart_parent_offset", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_parent_offset, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_parent_offset, (char *)0, 0},
+  {(char *)"pydev_smart_child_offset", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_child_offset, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_child_offset, (char *)0, 0},
+  {(char *)"pydev_smart_step_into_variants", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_step_into_variants, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_smart_step_into_variants, (char *)0, 0},
+  {(char *)"target_id_to_smart_step_into_variant", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_target_id_to_smart_step_into_variant, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_target_id_to_smart_step_into_variant, (char *)0, 0},
+  {(char *)"pydev_use_scoped_step_frame", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_use_scoped_step_frame, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_pydev_use_scoped_step_frame, (char *)0, 0},
+  {0, 0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo = {
+  PyVarObject_HEAD_INIT(0, 0)
+  "_pydevd_bundle.pydevd_cython.PyDBAdditionalThreadInfo", /*tp_name*/
+  sizeof(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo), /*tp_basicsize*/
+  0, /*tp_itemsize*/
+  __pyx_tp_dealloc_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo, /*tp_dealloc*/
+  #if PY_VERSION_HEX < 0x030800b4
+  0, /*tp_print*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4
+  0, /*tp_vectorcall_offset*/
+  #endif
+  0, /*tp_getattr*/
+  0, /*tp_setattr*/
+  #if PY_MAJOR_VERSION < 3
+  0, /*tp_compare*/
+  #endif
+  #if PY_MAJOR_VERSION >= 3
+  0, /*tp_as_async*/
+  #endif
+  0, /*tp_repr*/
+  0, /*tp_as_number*/
+  0, /*tp_as_sequence*/
+  0, /*tp_as_mapping*/
+  0, /*tp_hash*/
+  0, /*tp_call*/
+  __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_5__str__, /*tp_str*/
+  0, /*tp_getattro*/
+  0, /*tp_setattro*/
+  0, /*tp_as_buffer*/
+  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+  0, /*tp_doc*/
+  __pyx_tp_traverse_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo, /*tp_traverse*/
+  __pyx_tp_clear_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo, /*tp_clear*/
+  0, /*tp_richcompare*/
+  0, /*tp_weaklistoffset*/
+  0, /*tp_iter*/
+  0, /*tp_iternext*/
+  __pyx_methods_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo, /*tp_methods*/
+  0, /*tp_members*/
+  __pyx_getsets_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo, /*tp_getset*/
+  0, /*tp_base*/
+  0, /*tp_dict*/
+  0, /*tp_descr_get*/
+  0, /*tp_descr_set*/
+  0, /*tp_dictoffset*/
+  __pyx_pw_14_pydevd_bundle_13pydevd_cython_24PyDBAdditionalThreadInfo_1__init__, /*tp_init*/
+  0, /*tp_alloc*/
+  __pyx_tp_new_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo, /*tp_new*/
+  0, /*tp_free*/
+  0, /*tp_is_gc*/
+  0, /*tp_bases*/
+  0, /*tp_mro*/
+  0, /*tp_cache*/
+  0, /*tp_subclasses*/
+  0, /*tp_weaklist*/
+  0, /*tp_del*/
+  0, /*tp_version_tag*/
+  #if PY_VERSION_HEX >= 0x030400a1
+  0, /*tp_finalize*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
+  0, /*tp_vectorcall*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
+  0, /*tp_print*/
+  #endif
+  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
+  0, /*tp_pypy_flags*/
+  #endif
+};
+
+static PyObject *__pyx_tp_new_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *p;
+  PyObject *o;
+  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
+    o = (*t->tp_alloc)(t, 0);
+  } else {
+    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
+  }
+  if (unlikely(!o)) return 0;
+  p = ((struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *)o);
+  p->try_except_infos = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  return o;
+}
+
+static void __pyx_tp_dealloc_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj(PyObject *o) {
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *)o;
+  #if CYTHON_USE_TP_FINALIZE
+  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
+    if (PyObject_CallFinalizerFromDealloc(o)) return;
+  }
+  #endif
+  PyObject_GC_UnTrack(o);
+  Py_CLEAR(p->try_except_infos);
+  (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj(PyObject *o, visitproc v, void *a) {
+  int e;
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *)o;
+  if (p->try_except_infos) {
+    e = (*v)(p->try_except_infos, a); if (e) return e;
+  }
+  return 0;
+}
+
+static int __pyx_tp_clear_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj(PyObject *o) {
+  PyObject* tmp;
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj *)o;
+  tmp = ((PyObject*)p->try_except_infos);
+  p->try_except_infos = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  return 0;
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_try_except_infos(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_16try_except_infos_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_try_except_infos(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_16try_except_infos_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_16try_except_infos_5__del__(o);
+  }
+}
+
+static PyMethodDef __pyx_methods_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj[] = {
+  {"__reduce_cython__", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_3__reduce_cython__, METH_NOARGS, 0},
+  {"__setstate_cython__", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_5__setstate_cython__, METH_O, 0},
+  {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj[] = {
+  {(char *)"try_except_infos", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_try_except_infos, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_try_except_infos, (char *)0, 0},
+  {0, 0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj = {
+  PyVarObject_HEAD_INIT(0, 0)
+  "_pydevd_bundle.pydevd_cython._TryExceptContainerObj", /*tp_name*/
+  sizeof(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj), /*tp_basicsize*/
+  0, /*tp_itemsize*/
+  __pyx_tp_dealloc_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj, /*tp_dealloc*/
+  #if PY_VERSION_HEX < 0x030800b4
+  0, /*tp_print*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4
+  0, /*tp_vectorcall_offset*/
+  #endif
+  0, /*tp_getattr*/
+  0, /*tp_setattr*/
+  #if PY_MAJOR_VERSION < 3
+  0, /*tp_compare*/
+  #endif
+  #if PY_MAJOR_VERSION >= 3
+  0, /*tp_as_async*/
+  #endif
+  0, /*tp_repr*/
+  0, /*tp_as_number*/
+  0, /*tp_as_sequence*/
+  0, /*tp_as_mapping*/
+  0, /*tp_hash*/
+  0, /*tp_call*/
+  0, /*tp_str*/
+  0, /*tp_getattro*/
+  0, /*tp_setattro*/
+  0, /*tp_as_buffer*/
+  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+  0, /*tp_doc*/
+  __pyx_tp_traverse_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj, /*tp_traverse*/
+  __pyx_tp_clear_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj, /*tp_clear*/
+  0, /*tp_richcompare*/
+  0, /*tp_weaklistoffset*/
+  0, /*tp_iter*/
+  0, /*tp_iternext*/
+  __pyx_methods_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj, /*tp_methods*/
+  0, /*tp_members*/
+  __pyx_getsets_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj, /*tp_getset*/
+  0, /*tp_base*/
+  0, /*tp_dict*/
+  0, /*tp_descr_get*/
+  0, /*tp_descr_set*/
+  0, /*tp_dictoffset*/
+  __pyx_pw_14_pydevd_bundle_13pydevd_cython_22_TryExceptContainerObj_1__init__, /*tp_init*/
+  0, /*tp_alloc*/
+  __pyx_tp_new_14_pydevd_bundle_13pydevd_cython__TryExceptContainerObj, /*tp_new*/
+  0, /*tp_free*/
+  0, /*tp_is_gc*/
+  0, /*tp_bases*/
+  0, /*tp_mro*/
+  0, /*tp_cache*/
+  0, /*tp_subclasses*/
+  0, /*tp_weaklist*/
+  0, /*tp_del*/
+  0, /*tp_version_tag*/
+  #if PY_VERSION_HEX >= 0x030400a1
+  0, /*tp_finalize*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
+  0, /*tp_vectorcall*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
+  0, /*tp_print*/
+  #endif
+  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
+  0, /*tp_pypy_flags*/
+  #endif
+};
+static struct __pyx_vtabstruct_14_pydevd_bundle_13pydevd_cython_PyDBFrame __pyx_vtable_14_pydevd_bundle_13pydevd_cython_PyDBFrame;
+
+static PyObject *__pyx_tp_new_14_pydevd_bundle_13pydevd_cython_PyDBFrame(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *p;
+  PyObject *o;
+  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
+    o = (*t->tp_alloc)(t, 0);
+  } else {
+    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
+  }
+  if (unlikely(!o)) return 0;
+  p = ((struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *)o);
+  p->__pyx_vtab = __pyx_vtabptr_14_pydevd_bundle_13pydevd_cython_PyDBFrame;
+  p->_args = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  p->exc_info = Py_None; Py_INCREF(Py_None);
+  return o;
+}
+
+static void __pyx_tp_dealloc_14_pydevd_bundle_13pydevd_cython_PyDBFrame(PyObject *o) {
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *)o;
+  #if CYTHON_USE_TP_FINALIZE
+  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
+    if (PyObject_CallFinalizerFromDealloc(o)) return;
+  }
+  #endif
+  PyObject_GC_UnTrack(o);
+  Py_CLEAR(p->_args);
+  Py_CLEAR(p->exc_info);
+  (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_14_pydevd_bundle_13pydevd_cython_PyDBFrame(PyObject *o, visitproc v, void *a) {
+  int e;
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *)o;
+  if (p->_args) {
+    e = (*v)(p->_args, a); if (e) return e;
+  }
+  if (p->exc_info) {
+    e = (*v)(p->exc_info, a); if (e) return e;
+  }
+  return 0;
+}
+
+static int __pyx_tp_clear_14_pydevd_bundle_13pydevd_cython_PyDBFrame(PyObject *o) {
+  PyObject* tmp;
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame *)o;
+  tmp = ((PyObject*)p->_args);
+  p->_args = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  tmp = ((PyObject*)p->exc_info);
+  p->exc_info = Py_None; Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  return 0;
+}
+
+static PyMethodDef __pyx_methods_14_pydevd_bundle_13pydevd_cython_PyDBFrame[] = {
+  {"set_suspend", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_3set_suspend, METH_VARARGS|METH_KEYWORDS, 0},
+  {"do_wait_suspend", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_5do_wait_suspend, METH_VARARGS|METH_KEYWORDS, 0},
+  {"trace_exception", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_7trace_exception, METH_VARARGS|METH_KEYWORDS, 0},
+  {"handle_user_exception", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_9handle_user_exception, METH_O, 0},
+  {"trace_dispatch", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_11trace_dispatch, METH_VARARGS|METH_KEYWORDS, 0},
+  {"__reduce_cython__", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_13__reduce_cython__, METH_NOARGS, 0},
+  {"__setstate_cython__", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_15__setstate_cython__, METH_O, 0},
+  {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_14_pydevd_bundle_13pydevd_cython_PyDBFrame = {
+  PyVarObject_HEAD_INIT(0, 0)
+  "_pydevd_bundle.pydevd_cython.PyDBFrame", /*tp_name*/
+  sizeof(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBFrame), /*tp_basicsize*/
+  0, /*tp_itemsize*/
+  __pyx_tp_dealloc_14_pydevd_bundle_13pydevd_cython_PyDBFrame, /*tp_dealloc*/
+  #if PY_VERSION_HEX < 0x030800b4
+  0, /*tp_print*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4
+  0, /*tp_vectorcall_offset*/
+  #endif
+  0, /*tp_getattr*/
+  0, /*tp_setattr*/
+  #if PY_MAJOR_VERSION < 3
+  0, /*tp_compare*/
+  #endif
+  #if PY_MAJOR_VERSION >= 3
+  0, /*tp_as_async*/
+  #endif
+  0, /*tp_repr*/
+  0, /*tp_as_number*/
+  0, /*tp_as_sequence*/
+  0, /*tp_as_mapping*/
+  0, /*tp_hash*/
+  0, /*tp_call*/
+  0, /*tp_str*/
+  0, /*tp_getattro*/
+  0, /*tp_setattro*/
+  0, /*tp_as_buffer*/
+  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+  0, /*tp_doc*/
+  __pyx_tp_traverse_14_pydevd_bundle_13pydevd_cython_PyDBFrame, /*tp_traverse*/
+  __pyx_tp_clear_14_pydevd_bundle_13pydevd_cython_PyDBFrame, /*tp_clear*/
+  0, /*tp_richcompare*/
+  0, /*tp_weaklistoffset*/
+  0, /*tp_iter*/
+  0, /*tp_iternext*/
+  __pyx_methods_14_pydevd_bundle_13pydevd_cython_PyDBFrame, /*tp_methods*/
+  0, /*tp_members*/
+  0, /*tp_getset*/
+  0, /*tp_base*/
+  0, /*tp_dict*/
+  0, /*tp_descr_get*/
+  0, /*tp_descr_set*/
+  0, /*tp_dictoffset*/
+  __pyx_pw_14_pydevd_bundle_13pydevd_cython_9PyDBFrame_1__init__, /*tp_init*/
+  0, /*tp_alloc*/
+  __pyx_tp_new_14_pydevd_bundle_13pydevd_cython_PyDBFrame, /*tp_new*/
+  0, /*tp_free*/
+  0, /*tp_is_gc*/
+  0, /*tp_bases*/
+  0, /*tp_mro*/
+  0, /*tp_cache*/
+  0, /*tp_subclasses*/
+  0, /*tp_weaklist*/
+  0, /*tp_del*/
+  0, /*tp_version_tag*/
+  #if PY_VERSION_HEX >= 0x030400a1
+  0, /*tp_finalize*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
+  0, /*tp_vectorcall*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
+  0, /*tp_print*/
+  #endif
+  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
+  0, /*tp_pypy_flags*/
+  #endif
+};
+
+static PyObject *__pyx_tp_new_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper *p;
+  PyObject *o;
+  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
+    o = (*t->tp_alloc)(t, 0);
+  } else {
+    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
+  }
+  if (unlikely(!o)) return 0;
+  p = ((struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper *)o);
+  p->method_object = Py_None; Py_INCREF(Py_None);
+  return o;
+}
+
+static void __pyx_tp_dealloc_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper(PyObject *o) {
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper *)o;
+  #if CYTHON_USE_TP_FINALIZE
+  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
+    if (PyObject_CallFinalizerFromDealloc(o)) return;
+  }
+  #endif
+  PyObject_GC_UnTrack(o);
+  Py_CLEAR(p->method_object);
+  (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper(PyObject *o, visitproc v, void *a) {
+  int e;
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper *)o;
+  if (p->method_object) {
+    e = (*v)(p->method_object, a); if (e) return e;
+  }
+  return 0;
+}
+
+static int __pyx_tp_clear_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper(PyObject *o) {
+  PyObject* tmp;
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper *)o;
+  tmp = ((PyObject*)p->method_object);
+  p->method_object = Py_None; Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  return 0;
+}
+
+static PyMethodDef __pyx_methods_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper[] = {
+  {"get_method_object", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_15SafeCallWrapper_5get_method_object, METH_NOARGS, 0},
+  {"__reduce_cython__", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_15SafeCallWrapper_7__reduce_cython__, METH_NOARGS, 0},
+  {"__setstate_cython__", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_15SafeCallWrapper_9__setstate_cython__, METH_O, 0},
+  {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper = {
+  PyVarObject_HEAD_INIT(0, 0)
+  "_pydevd_bundle.pydevd_cython.SafeCallWrapper", /*tp_name*/
+  sizeof(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper), /*tp_basicsize*/
+  0, /*tp_itemsize*/
+  __pyx_tp_dealloc_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper, /*tp_dealloc*/
+  #if PY_VERSION_HEX < 0x030800b4
+  0, /*tp_print*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4
+  0, /*tp_vectorcall_offset*/
+  #endif
+  0, /*tp_getattr*/
+  0, /*tp_setattr*/
+  #if PY_MAJOR_VERSION < 3
+  0, /*tp_compare*/
+  #endif
+  #if PY_MAJOR_VERSION >= 3
+  0, /*tp_as_async*/
+  #endif
+  0, /*tp_repr*/
+  0, /*tp_as_number*/
+  0, /*tp_as_sequence*/
+  0, /*tp_as_mapping*/
+  0, /*tp_hash*/
+  __pyx_pw_14_pydevd_bundle_13pydevd_cython_15SafeCallWrapper_3__call__, /*tp_call*/
+  0, /*tp_str*/
+  0, /*tp_getattro*/
+  0, /*tp_setattro*/
+  0, /*tp_as_buffer*/
+  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+  0, /*tp_doc*/
+  __pyx_tp_traverse_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper, /*tp_traverse*/
+  __pyx_tp_clear_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper, /*tp_clear*/
+  0, /*tp_richcompare*/
+  0, /*tp_weaklistoffset*/
+  0, /*tp_iter*/
+  0, /*tp_iternext*/
+  __pyx_methods_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper, /*tp_methods*/
+  0, /*tp_members*/
+  0, /*tp_getset*/
+  0, /*tp_base*/
+  0, /*tp_dict*/
+  0, /*tp_descr_get*/
+  0, /*tp_descr_set*/
+  0, /*tp_dictoffset*/
+  __pyx_pw_14_pydevd_bundle_13pydevd_cython_15SafeCallWrapper_1__init__, /*tp_init*/
+  0, /*tp_alloc*/
+  __pyx_tp_new_14_pydevd_bundle_13pydevd_cython_SafeCallWrapper, /*tp_new*/
+  0, /*tp_free*/
+  0, /*tp_is_gc*/
+  0, /*tp_bases*/
+  0, /*tp_mro*/
+  0, /*tp_cache*/
+  0, /*tp_subclasses*/
+  0, /*tp_weaklist*/
+  0, /*tp_del*/
+  0, /*tp_version_tag*/
+  #if PY_VERSION_HEX >= 0x030400a1
+  0, /*tp_finalize*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
+  0, /*tp_vectorcall*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
+  0, /*tp_print*/
+  #endif
+  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
+  0, /*tp_pypy_flags*/
+  #endif
+};
+
+static PyObject *__pyx_tp_new_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *p;
+  PyObject *o;
+  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
+    o = (*t->tp_alloc)(t, 0);
+  } else {
+    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
+  }
+  if (unlikely(!o)) return 0;
+  p = ((struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *)o);
+  p->_args = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  return o;
+}
+
+static void __pyx_tp_dealloc_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions(PyObject *o) {
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *)o;
+  #if CYTHON_USE_TP_FINALIZE
+  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
+    if (PyObject_CallFinalizerFromDealloc(o)) return;
+  }
+  #endif
+  PyObject_GC_UnTrack(o);
+  Py_CLEAR(p->_args);
+  (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions(PyObject *o, visitproc v, void *a) {
+  int e;
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *)o;
+  if (p->_args) {
+    e = (*v)(p->_args, a); if (e) return e;
+  }
+  return 0;
+}
+
+static int __pyx_tp_clear_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions(PyObject *o) {
+  PyObject* tmp;
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions *)o;
+  tmp = ((PyObject*)p->_args);
+  p->_args = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  return 0;
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions__args(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_5_args_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions__args(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_5_args_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_5_args_5__del__(o);
+  }
+}
+
+static PyMethodDef __pyx_methods_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions[] = {
+  {"trace_unhandled_exceptions", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_3trace_unhandled_exceptions, METH_VARARGS|METH_KEYWORDS, 0},
+  {"get_trace_dispatch_func", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_5get_trace_dispatch_func, METH_NOARGS, 0},
+  {"__reduce_cython__", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_7__reduce_cython__, METH_NOARGS, 0},
+  {"__setstate_cython__", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_9__setstate_cython__, METH_O, 0},
+  {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions[] = {
+  {(char *)"_args", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions__args, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions__args, (char *)0, 0},
+  {0, 0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions = {
+  PyVarObject_HEAD_INIT(0, 0)
+  "_pydevd_bundle.pydevd_cython.TopLevelThreadTracerOnlyUnhandledExceptions", /*tp_name*/
+  sizeof(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions), /*tp_basicsize*/
+  0, /*tp_itemsize*/
+  __pyx_tp_dealloc_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions, /*tp_dealloc*/
+  #if PY_VERSION_HEX < 0x030800b4
+  0, /*tp_print*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4
+  0, /*tp_vectorcall_offset*/
+  #endif
+  0, /*tp_getattr*/
+  0, /*tp_setattr*/
+  #if PY_MAJOR_VERSION < 3
+  0, /*tp_compare*/
+  #endif
+  #if PY_MAJOR_VERSION >= 3
+  0, /*tp_as_async*/
+  #endif
+  0, /*tp_repr*/
+  0, /*tp_as_number*/
+  0, /*tp_as_sequence*/
+  0, /*tp_as_mapping*/
+  0, /*tp_hash*/
+  0, /*tp_call*/
+  0, /*tp_str*/
+  0, /*tp_getattro*/
+  0, /*tp_setattro*/
+  0, /*tp_as_buffer*/
+  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+  0, /*tp_doc*/
+  __pyx_tp_traverse_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions, /*tp_traverse*/
+  __pyx_tp_clear_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions, /*tp_clear*/
+  0, /*tp_richcompare*/
+  0, /*tp_weaklistoffset*/
+  0, /*tp_iter*/
+  0, /*tp_iternext*/
+  __pyx_methods_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions, /*tp_methods*/
+  0, /*tp_members*/
+  __pyx_getsets_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions, /*tp_getset*/
+  0, /*tp_base*/
+  0, /*tp_dict*/
+  0, /*tp_descr_get*/
+  0, /*tp_descr_set*/
+  0, /*tp_dictoffset*/
+  __pyx_pw_14_pydevd_bundle_13pydevd_cython_43TopLevelThreadTracerOnlyUnhandledExceptions_1__init__, /*tp_init*/
+  0, /*tp_alloc*/
+  __pyx_tp_new_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerOnlyUnhandledExceptions, /*tp_new*/
+  0, /*tp_free*/
+  0, /*tp_is_gc*/
+  0, /*tp_bases*/
+  0, /*tp_mro*/
+  0, /*tp_cache*/
+  0, /*tp_subclasses*/
+  0, /*tp_weaklist*/
+  0, /*tp_del*/
+  0, /*tp_version_tag*/
+  #if PY_VERSION_HEX >= 0x030400a1
+  0, /*tp_finalize*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
+  0, /*tp_vectorcall*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
+  0, /*tp_print*/
+  #endif
+  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
+  0, /*tp_pypy_flags*/
+  #endif
+};
+
+static PyObject *__pyx_tp_new_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *p;
+  PyObject *o;
+  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
+    o = (*t->tp_alloc)(t, 0);
+  } else {
+    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
+  }
+  if (unlikely(!o)) return 0;
+  p = ((struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *)o);
+  p->_frame_trace_dispatch = Py_None; Py_INCREF(Py_None);
+  p->_args = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  p->try_except_infos = Py_None; Py_INCREF(Py_None);
+  p->_last_exc_arg = Py_None; Py_INCREF(Py_None);
+  p->_raise_lines = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  return o;
+}
+
+static void __pyx_tp_dealloc_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame(PyObject *o) {
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *)o;
+  #if CYTHON_USE_TP_FINALIZE
+  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
+    if (PyObject_CallFinalizerFromDealloc(o)) return;
+  }
+  #endif
+  PyObject_GC_UnTrack(o);
+  Py_CLEAR(p->_frame_trace_dispatch);
+  Py_CLEAR(p->_args);
+  Py_CLEAR(p->try_except_infos);
+  Py_CLEAR(p->_last_exc_arg);
+  Py_CLEAR(p->_raise_lines);
+  (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame(PyObject *o, visitproc v, void *a) {
+  int e;
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *)o;
+  if (p->_frame_trace_dispatch) {
+    e = (*v)(p->_frame_trace_dispatch, a); if (e) return e;
+  }
+  if (p->_args) {
+    e = (*v)(p->_args, a); if (e) return e;
+  }
+  if (p->try_except_infos) {
+    e = (*v)(p->try_except_infos, a); if (e) return e;
+  }
+  if (p->_last_exc_arg) {
+    e = (*v)(p->_last_exc_arg, a); if (e) return e;
+  }
+  if (p->_raise_lines) {
+    e = (*v)(p->_raise_lines, a); if (e) return e;
+  }
+  return 0;
+}
+
+static int __pyx_tp_clear_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame(PyObject *o) {
+  PyObject* tmp;
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame *)o;
+  tmp = ((PyObject*)p->_frame_trace_dispatch);
+  p->_frame_trace_dispatch = Py_None; Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  tmp = ((PyObject*)p->_args);
+  p->_args = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  tmp = ((PyObject*)p->try_except_infos);
+  p->try_except_infos = Py_None; Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  tmp = ((PyObject*)p->_last_exc_arg);
+  p->_last_exc_arg = Py_None; Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  tmp = ((PyObject*)p->_raise_lines);
+  p->_raise_lines = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  return 0;
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__frame_trace_dispatch(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_21_frame_trace_dispatch_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__frame_trace_dispatch(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_21_frame_trace_dispatch_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_21_frame_trace_dispatch_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__args(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_5_args_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__args(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_5_args_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_5_args_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_try_except_infos(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_16try_except_infos_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_try_except_infos(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_16try_except_infos_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_16try_except_infos_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__last_exc_arg(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_13_last_exc_arg_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__last_exc_arg(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_13_last_exc_arg_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_13_last_exc_arg_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__raise_lines(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_12_raise_lines_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__raise_lines(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_12_raise_lines_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_12_raise_lines_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__last_raise_line(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_16_last_raise_line_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__last_raise_line(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_16_last_raise_line_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyMethodDef __pyx_methods_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame[] = {
+  {"trace_dispatch_and_unhandled_exceptions", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_3trace_dispatch_and_unhandled_exceptions, METH_VARARGS|METH_KEYWORDS, 0},
+  {"get_trace_dispatch_func", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_5get_trace_dispatch_func, METH_NOARGS, 0},
+  {"__reduce_cython__", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_7__reduce_cython__, METH_NOARGS, 0},
+  {"__setstate_cython__", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_9__setstate_cython__, METH_O, 0},
+  {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame[] = {
+  {(char *)"_frame_trace_dispatch", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__frame_trace_dispatch, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__frame_trace_dispatch, (char *)0, 0},
+  {(char *)"_args", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__args, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__args, (char *)0, 0},
+  {(char *)"try_except_infos", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_try_except_infos, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_try_except_infos, (char *)0, 0},
+  {(char *)"_last_exc_arg", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__last_exc_arg, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__last_exc_arg, (char *)0, 0},
+  {(char *)"_raise_lines", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__raise_lines, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__raise_lines, (char *)0, 0},
+  {(char *)"_last_raise_line", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__last_raise_line, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame__last_raise_line, (char *)0, 0},
+  {0, 0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame = {
+  PyVarObject_HEAD_INIT(0, 0)
+  "_pydevd_bundle.pydevd_cython.TopLevelThreadTracerNoBackFrame", /*tp_name*/
+  sizeof(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame), /*tp_basicsize*/
+  0, /*tp_itemsize*/
+  __pyx_tp_dealloc_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame, /*tp_dealloc*/
+  #if PY_VERSION_HEX < 0x030800b4
+  0, /*tp_print*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4
+  0, /*tp_vectorcall_offset*/
+  #endif
+  0, /*tp_getattr*/
+  0, /*tp_setattr*/
+  #if PY_MAJOR_VERSION < 3
+  0, /*tp_compare*/
+  #endif
+  #if PY_MAJOR_VERSION >= 3
+  0, /*tp_as_async*/
+  #endif
+  0, /*tp_repr*/
+  0, /*tp_as_number*/
+  0, /*tp_as_sequence*/
+  0, /*tp_as_mapping*/
+  0, /*tp_hash*/
+  0, /*tp_call*/
+  0, /*tp_str*/
+  0, /*tp_getattro*/
+  0, /*tp_setattro*/
+  0, /*tp_as_buffer*/
+  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+  0, /*tp_doc*/
+  __pyx_tp_traverse_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame, /*tp_traverse*/
+  __pyx_tp_clear_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame, /*tp_clear*/
+  0, /*tp_richcompare*/
+  0, /*tp_weaklistoffset*/
+  0, /*tp_iter*/
+  0, /*tp_iternext*/
+  __pyx_methods_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame, /*tp_methods*/
+  0, /*tp_members*/
+  __pyx_getsets_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame, /*tp_getset*/
+  0, /*tp_base*/
+  0, /*tp_dict*/
+  0, /*tp_descr_get*/
+  0, /*tp_descr_set*/
+  0, /*tp_dictoffset*/
+  __pyx_pw_14_pydevd_bundle_13pydevd_cython_31TopLevelThreadTracerNoBackFrame_1__init__, /*tp_init*/
+  0, /*tp_alloc*/
+  __pyx_tp_new_14_pydevd_bundle_13pydevd_cython_TopLevelThreadTracerNoBackFrame, /*tp_new*/
+  0, /*tp_free*/
+  0, /*tp_is_gc*/
+  0, /*tp_bases*/
+  0, /*tp_mro*/
+  0, /*tp_cache*/
+  0, /*tp_subclasses*/
+  0, /*tp_weaklist*/
+  0, /*tp_del*/
+  0, /*tp_version_tag*/
+  #if PY_VERSION_HEX >= 0x030400a1
+  0, /*tp_finalize*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
+  0, /*tp_vectorcall*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
+  0, /*tp_print*/
+  #endif
+  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
+  0, /*tp_pypy_flags*/
+  #endif
+};
+
+static PyObject *__pyx_tp_new_14_pydevd_bundle_13pydevd_cython_ThreadTracer(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_ThreadTracer *p;
+  PyObject *o;
+  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
+    o = (*t->tp_alloc)(t, 0);
+  } else {
+    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
+  }
+  if (unlikely(!o)) return 0;
+  p = ((struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_ThreadTracer *)o);
+  p->_args = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  return o;
+}
+
+static void __pyx_tp_dealloc_14_pydevd_bundle_13pydevd_cython_ThreadTracer(PyObject *o) {
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_ThreadTracer *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_ThreadTracer *)o;
+  #if CYTHON_USE_TP_FINALIZE
+  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
+    if (PyObject_CallFinalizerFromDealloc(o)) return;
+  }
+  #endif
+  PyObject_GC_UnTrack(o);
+  Py_CLEAR(p->_args);
+  (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_14_pydevd_bundle_13pydevd_cython_ThreadTracer(PyObject *o, visitproc v, void *a) {
+  int e;
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_ThreadTracer *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_ThreadTracer *)o;
+  if (p->_args) {
+    e = (*v)(p->_args, a); if (e) return e;
+  }
+  return 0;
+}
+
+static int __pyx_tp_clear_14_pydevd_bundle_13pydevd_cython_ThreadTracer(PyObject *o) {
+  PyObject* tmp;
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_ThreadTracer *p = (struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_ThreadTracer *)o;
+  tmp = ((PyObject*)p->_args);
+  p->_args = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  return 0;
+}
+
+static PyObject *__pyx_getprop_14_pydevd_bundle_13pydevd_cython_12ThreadTracer__args(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_14_pydevd_bundle_13pydevd_cython_12ThreadTracer_5_args_1__get__(o);
+}
+
+static int __pyx_setprop_14_pydevd_bundle_13pydevd_cython_12ThreadTracer__args(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_12ThreadTracer_5_args_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_14_pydevd_bundle_13pydevd_cython_12ThreadTracer_5_args_5__del__(o);
+  }
+}
+
+static PyMethodDef __pyx_methods_14_pydevd_bundle_13pydevd_cython_ThreadTracer[] = {
+  {"__reduce_cython__", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_12ThreadTracer_5__reduce_cython__, METH_NOARGS, 0},
+  {"__setstate_cython__", (PyCFunction)__pyx_pw_14_pydevd_bundle_13pydevd_cython_12ThreadTracer_7__setstate_cython__, METH_O, 0},
+  {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_14_pydevd_bundle_13pydevd_cython_ThreadTracer[] = {
+  {(char *)"_args", __pyx_getprop_14_pydevd_bundle_13pydevd_cython_12ThreadTracer__args, __pyx_setprop_14_pydevd_bundle_13pydevd_cython_12ThreadTracer__args, (char *)0, 0},
+  {0, 0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_14_pydevd_bundle_13pydevd_cython_ThreadTracer = {
+  PyVarObject_HEAD_INIT(0, 0)
+  "_pydevd_bundle.pydevd_cython.ThreadTracer", /*tp_name*/
+  sizeof(struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_ThreadTracer), /*tp_basicsize*/
+  0, /*tp_itemsize*/
+  __pyx_tp_dealloc_14_pydevd_bundle_13pydevd_cython_ThreadTracer, /*tp_dealloc*/
+  #if PY_VERSION_HEX < 0x030800b4
+  0, /*tp_print*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4
+  0, /*tp_vectorcall_offset*/
+  #endif
+  0, /*tp_getattr*/
+  0, /*tp_setattr*/
+  #if PY_MAJOR_VERSION < 3
+  0, /*tp_compare*/
+  #endif
+  #if PY_MAJOR_VERSION >= 3
+  0, /*tp_as_async*/
+  #endif
+  0, /*tp_repr*/
+  0, /*tp_as_number*/
+  0, /*tp_as_sequence*/
+  0, /*tp_as_mapping*/
+  0, /*tp_hash*/
+  __pyx_pw_14_pydevd_bundle_13pydevd_cython_12ThreadTracer_3__call__, /*tp_call*/
+  0, /*tp_str*/
+  0, /*tp_getattro*/
+  0, /*tp_setattro*/
+  0, /*tp_as_buffer*/
+  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+  0, /*tp_doc*/
+  __pyx_tp_traverse_14_pydevd_bundle_13pydevd_cython_ThreadTracer, /*tp_traverse*/
+  __pyx_tp_clear_14_pydevd_bundle_13pydevd_cython_ThreadTracer, /*tp_clear*/
+  0, /*tp_richcompare*/
+  0, /*tp_weaklistoffset*/
+  0, /*tp_iter*/
+  0, /*tp_iternext*/
+  __pyx_methods_14_pydevd_bundle_13pydevd_cython_ThreadTracer, /*tp_methods*/
+  0, /*tp_members*/
+  __pyx_getsets_14_pydevd_bundle_13pydevd_cython_ThreadTracer, /*tp_getset*/
+  0, /*tp_base*/
+  0, /*tp_dict*/
+  0, /*tp_descr_get*/
+  0, /*tp_descr_set*/
+  0, /*tp_dictoffset*/
+  __pyx_pw_14_pydevd_bundle_13pydevd_cython_12ThreadTracer_1__init__, /*tp_init*/
+  0, /*tp_alloc*/
+  __pyx_tp_new_14_pydevd_bundle_13pydevd_cython_ThreadTracer, /*tp_new*/
+  0, /*tp_free*/
+  0, /*tp_is_gc*/
+  0, /*tp_bases*/
+  0, /*tp_mro*/
+  0, /*tp_cache*/
+  0, /*tp_subclasses*/
+  0, /*tp_weaklist*/
+  0, /*tp_del*/
+  0, /*tp_version_tag*/
+  #if PY_VERSION_HEX >= 0x030400a1
+  0, /*tp_finalize*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
+  0, /*tp_vectorcall*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
+  0, /*tp_print*/
+  #endif
+  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
+  0, /*tp_pypy_flags*/
+  #endif
+};
+
+static PyMethodDef __pyx_methods[] = {
+  {0, 0, 0, 0}
+};
+
+#if PY_MAJOR_VERSION >= 3
+#if CYTHON_PEP489_MULTI_PHASE_INIT
+static PyObject* __pyx_pymod_create(PyObject *spec, PyModuleDef *def); /*proto*/
+static int __pyx_pymod_exec_pydevd_cython(PyObject* module); /*proto*/
+static PyModuleDef_Slot __pyx_moduledef_slots[] = {
+  {Py_mod_create, (void*)__pyx_pymod_create},
+  {Py_mod_exec, (void*)__pyx_pymod_exec_pydevd_cython},
+  {0, NULL}
+};
+#endif
+
+static struct PyModuleDef __pyx_moduledef = {
+    PyModuleDef_HEAD_INIT,
+    "pydevd_cython",
+    0, /* m_doc */
+  #if CYTHON_PEP489_MULTI_PHASE_INIT
+    0, /* m_size */
+  #else
+    -1, /* m_size */
+  #endif
+    __pyx_methods /* m_methods */,
+  #if CYTHON_PEP489_MULTI_PHASE_INIT
+    __pyx_moduledef_slots, /* m_slots */
+  #else
+    NULL, /* m_reload */
+  #endif
+    NULL, /* m_traverse */
+    NULL, /* m_clear */
+    NULL /* m_free */
+};
+#endif
+#ifndef CYTHON_SMALL_CODE
+#if defined(__clang__)
+    #define CYTHON_SMALL_CODE
+#elif defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3))
+    #define CYTHON_SMALL_CODE __attribute__((cold))
+#else
+    #define CYTHON_SMALL_CODE
+#endif
+#endif
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+  {&__pyx_n_s_SafeCallWrapper, __pyx_k_SafeCallWrapper, sizeof(__pyx_k_SafeCallWrapper), 0, 0, 1, 1},
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+#define __Pyx_PyMODINIT_FUNC PyMODINIT_FUNC
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+#ifdef __cplusplus
+#define __Pyx_PyMODINIT_FUNC extern "C" void
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+#define __Pyx_PyMODINIT_FUNC void
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+#ifdef __cplusplus
+#define __Pyx_PyMODINIT_FUNC extern "C" PyObject *
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+#define __Pyx_PyMODINIT_FUNC PyObject *
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+
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+__Pyx_PyMODINIT_FUNC initpydevd_cython(void) CYTHON_SMALL_CODE; /*proto*/
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+}
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+    if (likely(result)) {
+        return __Pyx_NewRef(result);
+    }
+#endif
+#else
+    result = PyObject_GetItem(__pyx_d, name);
+    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
+    if (likely(result)) {
+        return __Pyx_NewRef(result);
+    }
+    PyErr_Clear();
+#endif
+    return __Pyx_GetBuiltinName(name);
+}
+
+/* PyFunctionFastCall */
+#if CYTHON_FAST_PYCALL
+static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na,
+                                               PyObject *globals) {
+    PyFrameObject *f;
+    PyThreadState *tstate = __Pyx_PyThreadState_Current;
+    PyObject **fastlocals;
+    Py_ssize_t i;
+    PyObject *result;
+    assert(globals != NULL);
+    /* XXX Perhaps we should create a specialized
+       PyFrame_New() that doesn't take locals, but does
+       take builtins without sanity checking them.
+       */
+    assert(tstate != NULL);
+    f = PyFrame_New(tstate, co, globals, NULL);
+    if (f == NULL) {
+        return NULL;
+    }
+    fastlocals = __Pyx_PyFrame_GetLocalsplus(f);
+    for (i = 0; i < na; i++) {
+        Py_INCREF(*args);
+        fastlocals[i] = *args++;
+    }
+    result = PyEval_EvalFrameEx(f,0);
+    ++tstate->recursion_depth;
+    Py_DECREF(f);
+    --tstate->recursion_depth;
+    return result;
+}
+#if 1 || PY_VERSION_HEX < 0x030600B1
+static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs) {
+    PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func);
+    PyObject *globals = PyFunction_GET_GLOBALS(func);
+    PyObject *argdefs = PyFunction_GET_DEFAULTS(func);
+    PyObject *closure;
+#if PY_MAJOR_VERSION >= 3
+    PyObject *kwdefs;
+#endif
+    PyObject *kwtuple, **k;
+    PyObject **d;
+    Py_ssize_t nd;
+    Py_ssize_t nk;
+    PyObject *result;
+    assert(kwargs == NULL || PyDict_Check(kwargs));
+    nk = kwargs ? PyDict_Size(kwargs) : 0;
+    if (Py_EnterRecursiveCall((char*)" while calling a Python object")) {
+        return NULL;
+    }
+    if (
+#if PY_MAJOR_VERSION >= 3
+            co->co_kwonlyargcount == 0 &&
+#endif
+            likely(kwargs == NULL || nk == 0) &&
+            co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) {
+        if (argdefs == NULL && co->co_argcount == nargs) {
+            result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals);
+            goto done;
+        }
+        else if (nargs == 0 && argdefs != NULL
+                 && co->co_argcount == Py_SIZE(argdefs)) {
+            /* function called with no arguments, but all parameters have
+               a default value: use default values as arguments .*/
+            args = &PyTuple_GET_ITEM(argdefs, 0);
+            result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals);
+            goto done;
+        }
+    }
+    if (kwargs != NULL) {
+        Py_ssize_t pos, i;
+        kwtuple = PyTuple_New(2 * nk);
+        if (kwtuple == NULL) {
+            result = NULL;
+            goto done;
+        }
+        k = &PyTuple_GET_ITEM(kwtuple, 0);
+        pos = i = 0;
+        while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) {
+            Py_INCREF(k[i]);
+            Py_INCREF(k[i+1]);
+            i += 2;
+        }
+        nk = i / 2;
+    }
+    else {
+        kwtuple = NULL;
+        k = NULL;
+    }
+    closure = PyFunction_GET_CLOSURE(func);
+#if PY_MAJOR_VERSION >= 3
+    kwdefs = PyFunction_GET_KW_DEFAULTS(func);
+#endif
+    if (argdefs != NULL) {
+        d = &PyTuple_GET_ITEM(argdefs, 0);
+        nd = Py_SIZE(argdefs);
+    }
+    else {
+        d = NULL;
+        nd = 0;
+    }
+#if PY_MAJOR_VERSION >= 3
+    result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL,
+                               args, (int)nargs,
+                               k, (int)nk,
+                               d, (int)nd, kwdefs, closure);
+#else
+    result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL,
+                               args, (int)nargs,
+                               k, (int)nk,
+                               d, (int)nd, closure);
+#endif
+    Py_XDECREF(kwtuple);
+done:
+    Py_LeaveRecursiveCall();
+    return result;
+}
+#endif
+#endif
+
+/* PyObjectCall */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
+    PyObject *result;
+    ternaryfunc call = Py_TYPE(func)->tp_call;
+    if (unlikely(!call))
+        return PyObject_Call(func, arg, kw);
+    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
+        return NULL;
+    result = (*call)(func, arg, kw);
+    Py_LeaveRecursiveCall();
+    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
+        PyErr_SetString(
+            PyExc_SystemError,
+            "NULL result without error in PyObject_Call");
+    }
+    return result;
+}
+#endif
+
+/* PyObjectCallMethO */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
+    PyObject *self, *result;
+    PyCFunction cfunc;
+    cfunc = PyCFunction_GET_FUNCTION(func);
+    self = PyCFunction_GET_SELF(func);
+    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
+        return NULL;
+    result = cfunc(self, arg);
+    Py_LeaveRecursiveCall();
+    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
+        PyErr_SetString(
+            PyExc_SystemError,
+            "NULL result without error in PyObject_Call");
+    }
+    return result;
+}
+#endif
+
+/* PyObjectCallNoArg */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
+#if CYTHON_FAST_PYCALL
+    if (PyFunction_Check(func)) {
+        return __Pyx_PyFunction_FastCall(func, NULL, 0);
+    }
+#endif
+#ifdef __Pyx_CyFunction_USED
+    if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func)))
+#else
+    if (likely(PyCFunction_Check(func)))
+#endif
+    {
+        if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) {
+            return __Pyx_PyObject_CallMethO(func, NULL);
+        }
+    }
+    return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL);
+}
+#endif
+
+/* PyCFunctionFastCall */
+#if CYTHON_FAST_PYCCALL
+static CYTHON_INLINE PyObject * __Pyx_PyCFunction_FastCall(PyObject *func_obj, PyObject **args, Py_ssize_t nargs) {
+    PyCFunctionObject *func = (PyCFunctionObject*)func_obj;
+    PyCFunction meth = PyCFunction_GET_FUNCTION(func);
+    PyObject *self = PyCFunction_GET_SELF(func);
+    int flags = PyCFunction_GET_FLAGS(func);
+    assert(PyCFunction_Check(func));
+    assert(METH_FASTCALL == (flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS)));
+    assert(nargs >= 0);
+    assert(nargs == 0 || args != NULL);
+    /* _PyCFunction_FastCallDict() must not be called with an exception set,
+       because it may clear it (directly or indirectly) and so the
+       caller loses its exception */
+    assert(!PyErr_Occurred());
+    if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) {
+        return (*((__Pyx_PyCFunctionFastWithKeywords)(void*)meth)) (self, args, nargs, NULL);
+    } else {
+        return (*((__Pyx_PyCFunctionFast)(void*)meth)) (self, args, nargs);
+    }
+}
+#endif
+
+/* PyObjectCallOneArg */
+#if CYTHON_COMPILING_IN_CPYTHON
+static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) {
+    PyObject *result;
+    PyObject *args = PyTuple_New(1);
+    if (unlikely(!args)) return NULL;
+    Py_INCREF(arg);
+    PyTuple_SET_ITEM(args, 0, arg);
+    result = __Pyx_PyObject_Call(func, args, NULL);
+    Py_DECREF(args);
+    return result;
+}
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
+#if CYTHON_FAST_PYCALL
+    if (PyFunction_Check(func)) {
+        return __Pyx_PyFunction_FastCall(func, &arg, 1);
+    }
+#endif
+    if (likely(PyCFunction_Check(func))) {
+        if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) {
+            return __Pyx_PyObject_CallMethO(func, arg);
+#if CYTHON_FAST_PYCCALL
+        } else if (__Pyx_PyFastCFunction_Check(func)) {
+            return __Pyx_PyCFunction_FastCall(func, &arg, 1);
+#endif
+        }
+    }
+    return __Pyx__PyObject_CallOneArg(func, arg);
+}
+#else
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
+    PyObject *result;
+    PyObject *args = PyTuple_Pack(1, arg);
+    if (unlikely(!args)) return NULL;
+    result = __Pyx_PyObject_Call(func, args, NULL);
+    Py_DECREF(args);
+    return result;
+}
+#endif
+
+/* PyObjectCall2Args */
+static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) {
+    PyObject *args, *result = NULL;
+    #if CYTHON_FAST_PYCALL
+    if (PyFunction_Check(function)) {
+        PyObject *args[2] = {arg1, arg2};
+        return __Pyx_PyFunction_FastCall(function, args, 2);
+    }
+    #endif
+    #if CYTHON_FAST_PYCCALL
+    if (__Pyx_PyFastCFunction_Check(function)) {
+        PyObject *args[2] = {arg1, arg2};
+        return __Pyx_PyCFunction_FastCall(function, args, 2);
+    }
+    #endif
+    args = PyTuple_New(2);
+    if (unlikely(!args)) goto done;
+    Py_INCREF(arg1);
+    PyTuple_SET_ITEM(args, 0, arg1);
+    Py_INCREF(arg2);
+    PyTuple_SET_ITEM(args, 1, arg2);
+    Py_INCREF(function);
+    result = __Pyx_PyObject_Call(function, args, NULL);
+    Py_DECREF(args);
+    Py_DECREF(function);
+done:
+    return result;
+}
+
+/* PyErrExceptionMatches */
+#if CYTHON_FAST_THREAD_STATE
+static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
+    Py_ssize_t i, n;
+    n = PyTuple_GET_SIZE(tuple);
+#if PY_MAJOR_VERSION >= 3
+    for (i=0; i<n; i++) {
+        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
+    }
+#endif
+    for (i=0; i<n; i++) {
+        if (__Pyx_PyErr_GivenExceptionMatches(exc_type, PyTuple_GET_ITEM(tuple, i))) return 1;
+    }
+    return 0;
+}
+static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) {
+    PyObject *exc_type = tstate->curexc_type;
+    if (exc_type == err) return 1;
+    if (unlikely(!exc_type)) return 0;
+    if (unlikely(PyTuple_Check(err)))
+        return __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err);
+    return __Pyx_PyErr_GivenExceptionMatches(exc_type, err);
+}
+#endif
+
+/* PyErrFetchRestore */
+#if CYTHON_FAST_THREAD_STATE
+static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
+    PyObject *tmp_type, *tmp_value, *tmp_tb;
+    tmp_type = tstate->curexc_type;
+    tmp_value = tstate->curexc_value;
+    tmp_tb = tstate->curexc_traceback;
+    tstate->curexc_type = type;
+    tstate->curexc_value = value;
+    tstate->curexc_traceback = tb;
+    Py_XDECREF(tmp_type);
+    Py_XDECREF(tmp_value);
+    Py_XDECREF(tmp_tb);
+}
+static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
+    *type = tstate->curexc_type;
+    *value = tstate->curexc_value;
+    *tb = tstate->curexc_traceback;
+    tstate->curexc_type = 0;
+    tstate->curexc_value = 0;
+    tstate->curexc_traceback = 0;
+}
+#endif
+
+/* GetAttr */
+static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) {
+#if CYTHON_USE_TYPE_SLOTS
+#if PY_MAJOR_VERSION >= 3
+    if (likely(PyUnicode_Check(n)))
+#else
+    if (likely(PyString_Check(n)))
+#endif
+        return __Pyx_PyObject_GetAttrStr(o, n);
+#endif
+    return PyObject_GetAttr(o, n);
+}
+
+/* GetAttr3 */
+static PyObject *__Pyx_GetAttr3Default(PyObject *d) {
+    __Pyx_PyThreadState_declare
+    __Pyx_PyThreadState_assign
+    if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
+        return NULL;
+    __Pyx_PyErr_Clear();
+    Py_INCREF(d);
+    return d;
+}
+static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
+    PyObject *r = __Pyx_GetAttr(o, n);
+    return (likely(r)) ? r : __Pyx_GetAttr3Default(d);
+}
+
+/* RaiseException */
+#if PY_MAJOR_VERSION < 3
+static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb,
+                        CYTHON_UNUSED PyObject *cause) {
+    __Pyx_PyThreadState_declare
+    Py_XINCREF(type);
+    if (!value || value == Py_None)
+        value = NULL;
+    else
+        Py_INCREF(value);
+    if (!tb || tb == Py_None)
+        tb = NULL;
+    else {
+        Py_INCREF(tb);
+        if (!PyTraceBack_Check(tb)) {
+            PyErr_SetString(PyExc_TypeError,
+                "raise: arg 3 must be a traceback or None");
+            goto raise_error;
+        }
+    }
+    if (PyType_Check(type)) {
+#if CYTHON_COMPILING_IN_PYPY
+        if (!value) {
+            Py_INCREF(Py_None);
+            value = Py_None;
+        }
+#endif
+        PyErr_NormalizeException(&type, &value, &tb);
+    } else {
+        if (value) {
+            PyErr_SetString(PyExc_TypeError,
+                "instance exception may not have a separate value");
+            goto raise_error;
+        }
+        value = type;
+        type = (PyObject*) Py_TYPE(type);
+        Py_INCREF(type);
+        if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) {
+            PyErr_SetString(PyExc_TypeError,
+                "raise: exception class must be a subclass of BaseException");
+            goto raise_error;
+        }
+    }
+    __Pyx_PyThreadState_assign
+    __Pyx_ErrRestore(type, value, tb);
+    return;
+raise_error:
+    Py_XDECREF(value);
+    Py_XDECREF(type);
+    Py_XDECREF(tb);
+    return;
+}
+#else
+static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
+    PyObject* owned_instance = NULL;
+    if (tb == Py_None) {
+        tb = 0;
+    } else if (tb && !PyTraceBack_Check(tb)) {
+        PyErr_SetString(PyExc_TypeError,
+            "raise: arg 3 must be a traceback or None");
+        goto bad;
+    }
+    if (value == Py_None)
+        value = 0;
+    if (PyExceptionInstance_Check(type)) {
+        if (value) {
+            PyErr_SetString(PyExc_TypeError,
+                "instance exception may not have a separate value");
+            goto bad;
+        }
+        value = type;
+        type = (PyObject*) Py_TYPE(value);
+    } else if (PyExceptionClass_Check(type)) {
+        PyObject *instance_class = NULL;
+        if (value && PyExceptionInstance_Check(value)) {
+            instance_class = (PyObject*) Py_TYPE(value);
+            if (instance_class != type) {
+                int is_subclass = PyObject_IsSubclass(instance_class, type);
+                if (!is_subclass) {
+                    instance_class = NULL;
+                } else if (unlikely(is_subclass == -1)) {
+                    goto bad;
+                } else {
+                    type = instance_class;
+                }
+            }
+        }
+        if (!instance_class) {
+            PyObject *args;
+            if (!value)
+                args = PyTuple_New(0);
+            else if (PyTuple_Check(value)) {
+                Py_INCREF(value);
+                args = value;
+            } else
+                args = PyTuple_Pack(1, value);
+            if (!args)
+                goto bad;
+            owned_instance = PyObject_Call(type, args, NULL);
+            Py_DECREF(args);
+            if (!owned_instance)
+                goto bad;
+            value = owned_instance;
+            if (!PyExceptionInstance_Check(value)) {
+                PyErr_Format(PyExc_TypeError,
+                             "calling %R should have returned an instance of "
+                             "BaseException, not %R",
+                             type, Py_TYPE(value));
+                goto bad;
+            }
+        }
+    } else {
+        PyErr_SetString(PyExc_TypeError,
+            "raise: exception class must be a subclass of BaseException");
+        goto bad;
+    }
+    if (cause) {
+        PyObject *fixed_cause;
+        if (cause == Py_None) {
+            fixed_cause = NULL;
+        } else if (PyExceptionClass_Check(cause)) {
+            fixed_cause = PyObject_CallObject(cause, NULL);
+            if (fixed_cause == NULL)
+                goto bad;
+        } else if (PyExceptionInstance_Check(cause)) {
+            fixed_cause = cause;
+            Py_INCREF(fixed_cause);
+        } else {
+            PyErr_SetString(PyExc_TypeError,
+                            "exception causes must derive from "
+                            "BaseException");
+            goto bad;
+        }
+        PyException_SetCause(value, fixed_cause);
+    }
+    PyErr_SetObject(type, value);
+    if (tb) {
+#if CYTHON_COMPILING_IN_PYPY
+        PyObject *tmp_type, *tmp_value, *tmp_tb;
+        PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb);
+        Py_INCREF(tb);
+        PyErr_Restore(tmp_type, tmp_value, tb);
+        Py_XDECREF(tmp_tb);
+#else
+        PyThreadState *tstate = __Pyx_PyThreadState_Current;
+        PyObject* tmp_tb = tstate->curexc_traceback;
+        if (tb != tmp_tb) {
+            Py_INCREF(tb);
+            tstate->curexc_traceback = tb;
+            Py_XDECREF(tmp_tb);
+        }
+#endif
+    }
+bad:
+    Py_XDECREF(owned_instance);
+    return;
+}
+#endif
+
+/* GetTopmostException */
+#if CYTHON_USE_EXC_INFO_STACK
+static _PyErr_StackItem *
+__Pyx_PyErr_GetTopmostException(PyThreadState *tstate)
+{
+    _PyErr_StackItem *exc_info = tstate->exc_info;
+    while ((exc_info->exc_type == NULL || exc_info->exc_type == Py_None) &&
+           exc_info->previous_item != NULL)
+    {
+        exc_info = exc_info->previous_item;
+    }
+    return exc_info;
+}
+#endif
+
+/* SaveResetException */
+#if CYTHON_FAST_THREAD_STATE
+static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
+    #if CYTHON_USE_EXC_INFO_STACK
+    _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
+    *type = exc_info->exc_type;
+    *value = exc_info->exc_value;
+    *tb = exc_info->exc_traceback;
+    #else
+    *type = tstate->exc_type;
+    *value = tstate->exc_value;
+    *tb = tstate->exc_traceback;
+    #endif
+    Py_XINCREF(*type);
+    Py_XINCREF(*value);
+    Py_XINCREF(*tb);
+}
+static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
+    PyObject *tmp_type, *tmp_value, *tmp_tb;
+    #if CYTHON_USE_EXC_INFO_STACK
+    _PyErr_StackItem *exc_info = tstate->exc_info;
+    tmp_type = exc_info->exc_type;
+    tmp_value = exc_info->exc_value;
+    tmp_tb = exc_info->exc_traceback;
+    exc_info->exc_type = type;
+    exc_info->exc_value = value;
+    exc_info->exc_traceback = tb;
+    #else
+    tmp_type = tstate->exc_type;
+    tmp_value = tstate->exc_value;
+    tmp_tb = tstate->exc_traceback;
+    tstate->exc_type = type;
+    tstate->exc_value = value;
+    tstate->exc_traceback = tb;
+    #endif
+    Py_XDECREF(tmp_type);
+    Py_XDECREF(tmp_value);
+    Py_XDECREF(tmp_tb);
+}
+#endif
+
+/* GetException */
+#if CYTHON_FAST_THREAD_STATE
+static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb)
+#else
+static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb)
+#endif
+{
+    PyObject *local_type, *local_value, *local_tb;
+#if CYTHON_FAST_THREAD_STATE
+    PyObject *tmp_type, *tmp_value, *tmp_tb;
+    local_type = tstate->curexc_type;
+    local_value = tstate->curexc_value;
+    local_tb = tstate->curexc_traceback;
+    tstate->curexc_type = 0;
+    tstate->curexc_value = 0;
+    tstate->curexc_traceback = 0;
+#else
+    PyErr_Fetch(&local_type, &local_value, &local_tb);
+#endif
+    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
+#if CYTHON_FAST_THREAD_STATE
+    if (unlikely(tstate->curexc_type))
+#else
+    if (unlikely(PyErr_Occurred()))
+#endif
+        goto bad;
+    #if PY_MAJOR_VERSION >= 3
+    if (local_tb) {
+        if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
+            goto bad;
+    }
+    #endif
+    Py_XINCREF(local_tb);
+    Py_XINCREF(local_type);
+    Py_XINCREF(local_value);
+    *type = local_type;
+    *value = local_value;
+    *tb = local_tb;
+#if CYTHON_FAST_THREAD_STATE
+    #if CYTHON_USE_EXC_INFO_STACK
+    {
+        _PyErr_StackItem *exc_info = tstate->exc_info;
+        tmp_type = exc_info->exc_type;
+        tmp_value = exc_info->exc_value;
+        tmp_tb = exc_info->exc_traceback;
+        exc_info->exc_type = local_type;
+        exc_info->exc_value = local_value;
+        exc_info->exc_traceback = local_tb;
+    }
+    #else
+    tmp_type = tstate->exc_type;
+    tmp_value = tstate->exc_value;
+    tmp_tb = tstate->exc_traceback;
+    tstate->exc_type = local_type;
+    tstate->exc_value = local_value;
+    tstate->exc_traceback = local_tb;
+    #endif
+    Py_XDECREF(tmp_type);
+    Py_XDECREF(tmp_value);
+    Py_XDECREF(tmp_tb);
+#else
+    PyErr_SetExcInfo(local_type, local_value, local_tb);
+#endif
+    return 0;
+bad:
+    *type = 0;
+    *value = 0;
+    *tb = 0;
+    Py_XDECREF(local_type);
+    Py_XDECREF(local_value);
+    Py_XDECREF(local_tb);
+    return -1;
+}
+
+/* PyObjectSetAttrStr */
+#if CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) {
+    PyTypeObject* tp = Py_TYPE(obj);
+    if (likely(tp->tp_setattro))
+        return tp->tp_setattro(obj, attr_name, value);
+#if PY_MAJOR_VERSION < 3
+    if (likely(tp->tp_setattr))
+        return tp->tp_setattr(obj, PyString_AS_STRING(attr_name), value);
+#endif
+    return PyObject_SetAttr(obj, attr_name, value);
+}
+#endif
+
+/* None */
+static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) {
+    PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
+}
+
+/* pyfrozenset_new */
+static CYTHON_INLINE PyObject* __Pyx_PyFrozenSet_New(PyObject* it) {
+    if (it) {
+        PyObject* result;
+#if CYTHON_COMPILING_IN_PYPY
+        PyObject* args;
+        args = PyTuple_Pack(1, it);
+        if (unlikely(!args))
+            return NULL;
+        result = PyObject_Call((PyObject*)&PyFrozenSet_Type, args, NULL);
+        Py_DECREF(args);
+        return result;
+#else
+        if (PyFrozenSet_CheckExact(it)) {
+            Py_INCREF(it);
+            return it;
+        }
+        result = PyFrozenSet_New(it);
+        if (unlikely(!result))
+            return NULL;
+        if ((PY_VERSION_HEX >= 0x031000A1) || likely(PySet_GET_SIZE(result)))
+            return result;
+        Py_DECREF(result);
+#endif
+    }
+#if CYTHON_USE_TYPE_SLOTS
+    return PyFrozenSet_Type.tp_new(&PyFrozenSet_Type, __pyx_empty_tuple, NULL);
+#else
+    return PyObject_Call((PyObject*)&PyFrozenSet_Type, __pyx_empty_tuple, NULL);
+#endif
+}
+
+/* PySetContains */
+static int __Pyx_PySet_ContainsUnhashable(PyObject *set, PyObject *key) {
+    int result = -1;
+    if (PySet_Check(key) && PyErr_ExceptionMatches(PyExc_TypeError)) {
+        PyObject *tmpkey;
+        PyErr_Clear();
+        tmpkey = __Pyx_PyFrozenSet_New(key);
+        if (tmpkey != NULL) {
+            result = PySet_Contains(set, tmpkey);
+            Py_DECREF(tmpkey);
+        }
+    }
+    return result;
+}
+static CYTHON_INLINE int __Pyx_PySet_ContainsTF(PyObject* key, PyObject* set, int eq) {
+    int result = PySet_Contains(set, key);
+    if (unlikely(result < 0)) {
+        result = __Pyx_PySet_ContainsUnhashable(set, key);
+    }
+    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
+}
+
+/* RaiseDoubleKeywords */
+static void __Pyx_RaiseDoubleKeywordsError(
+    const char* func_name,
+    PyObject* kw_name)
+{
+    PyErr_Format(PyExc_TypeError,
+        #if PY_MAJOR_VERSION >= 3
+        "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
+        #else
+        "%s() got multiple values for keyword argument '%s'", func_name,
+        PyString_AsString(kw_name));
+        #endif
+}
+
+/* ParseKeywords */
+static int __Pyx_ParseOptionalKeywords(
+    PyObject *kwds,
+    PyObject **argnames[],
+    PyObject *kwds2,
+    PyObject *values[],
+    Py_ssize_t num_pos_args,
+    const char* function_name)
+{
+    PyObject *key = 0, *value = 0;
+    Py_ssize_t pos = 0;
+    PyObject*** name;
+    PyObject*** first_kw_arg = argnames + num_pos_args;
+    while (PyDict_Next(kwds, &pos, &key, &value)) {
+        name = first_kw_arg;
+        while (*name && (**name != key)) name++;
+        if (*name) {
+            values[name-argnames] = value;
+            continue;
+        }
+        name = first_kw_arg;
+        #if PY_MAJOR_VERSION < 3
+        if (likely(PyString_Check(key))) {
+            while (*name) {
+                if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key))
+                        && _PyString_Eq(**name, key)) {
+                    values[name-argnames] = value;
+                    break;
+                }
+                name++;
+            }
+            if (*name) continue;
+            else {
+                PyObject*** argname = argnames;
+                while (argname != first_kw_arg) {
+                    if ((**argname == key) || (
+                            (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key))
+                             && _PyString_Eq(**argname, key))) {
+                        goto arg_passed_twice;
+                    }
+                    argname++;
+                }
+            }
+        } else
+        #endif
+        if (likely(PyUnicode_Check(key))) {
+            while (*name) {
+                int cmp = (**name == key) ? 0 :
+                #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
+                    (__Pyx_PyUnicode_GET_LENGTH(**name) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
+                #endif
+                    PyUnicode_Compare(**name, key);
+                if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
+                if (cmp == 0) {
+                    values[name-argnames] = value;
+                    break;
+                }
+                name++;
+            }
+            if (*name) continue;
+            else {
+                PyObject*** argname = argnames;
+                while (argname != first_kw_arg) {
+                    int cmp = (**argname == key) ? 0 :
+                    #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
+                        (__Pyx_PyUnicode_GET_LENGTH(**argname) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
+                    #endif
+                        PyUnicode_Compare(**argname, key);
+                    if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
+                    if (cmp == 0) goto arg_passed_twice;
+                    argname++;
+                }
+            }
+        } else
+            goto invalid_keyword_type;
+        if (kwds2) {
+            if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
+        } else {
+            goto invalid_keyword;
+        }
+    }
+    return 0;
+arg_passed_twice:
+    __Pyx_RaiseDoubleKeywordsError(function_name, key);
+    goto bad;
+invalid_keyword_type:
+    PyErr_Format(PyExc_TypeError,
+        "%.200s() keywords must be strings", function_name);
+    goto bad;
+invalid_keyword:
+    PyErr_Format(PyExc_TypeError,
+    #if PY_MAJOR_VERSION < 3
+        "%.200s() got an unexpected keyword argument '%.200s'",
+        function_name, PyString_AsString(key));
+    #else
+        "%s() got an unexpected keyword argument '%U'",
+        function_name, key);
+    #endif
+bad:
+    return -1;
+}
+
+/* ArgTypeTest */
+static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact)
+{
+    if (unlikely(!type)) {
+        PyErr_SetString(PyExc_SystemError, "Missing type object");
+        return 0;
+    }
+    else if (exact) {
+        #if PY_MAJOR_VERSION == 2
+        if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1;
+        #endif
+    }
+    else {
+        if (likely(__Pyx_TypeCheck(obj, type))) return 1;
+    }
+    PyErr_Format(PyExc_TypeError,
+        "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)",
+        name, type->tp_name, Py_TYPE(obj)->tp_name);
+    return 0;
+}
+
+/* GetItemInt */
+static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
+    PyObject *r;
+    if (!j) return NULL;
+    r = PyObject_GetItem(o, j);
+    Py_DECREF(j);
+    return r;
+}
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
+                                                              CYTHON_NCP_UNUSED int wraparound,
+                                                              CYTHON_NCP_UNUSED int boundscheck) {
+#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+    Py_ssize_t wrapped_i = i;
+    if (wraparound & unlikely(i < 0)) {
+        wrapped_i += PyList_GET_SIZE(o);
+    }
+    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) {
+        PyObject *r = PyList_GET_ITEM(o, wrapped_i);
+        Py_INCREF(r);
+        return r;
+    }
+    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
+#else
+    return PySequence_GetItem(o, i);
+#endif
+}
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
+                                                              CYTHON_NCP_UNUSED int wraparound,
+                                                              CYTHON_NCP_UNUSED int boundscheck) {
+#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+    Py_ssize_t wrapped_i = i;
+    if (wraparound & unlikely(i < 0)) {
+        wrapped_i += PyTuple_GET_SIZE(o);
+    }
+    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) {
+        PyObject *r = PyTuple_GET_ITEM(o, wrapped_i);
+        Py_INCREF(r);
+        return r;
+    }
+    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
+#else
+    return PySequence_GetItem(o, i);
+#endif
+}
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list,
+                                                     CYTHON_NCP_UNUSED int wraparound,
+                                                     CYTHON_NCP_UNUSED int boundscheck) {
+#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS
+    if (is_list || PyList_CheckExact(o)) {
+        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
+        if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) {
+            PyObject *r = PyList_GET_ITEM(o, n);
+            Py_INCREF(r);
+            return r;
+        }
+    }
+    else if (PyTuple_CheckExact(o)) {
+        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o);
+        if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) {
+            PyObject *r = PyTuple_GET_ITEM(o, n);
+            Py_INCREF(r);
+            return r;
+        }
+    } else {
+        PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
+        if (likely(m && m->sq_item)) {
+            if (wraparound && unlikely(i < 0) && likely(m->sq_length)) {
+                Py_ssize_t l = m->sq_length(o);
+                if (likely(l >= 0)) {
+                    i += l;
+                } else {
+                    if (!PyErr_ExceptionMatches(PyExc_OverflowError))
+                        return NULL;
+                    PyErr_Clear();
+                }
+            }
+            return m->sq_item(o, i);
+        }
+    }
+#else
+    if (is_list || PySequence_Check(o)) {
+        return PySequence_GetItem(o, i);
+    }
+#endif
+    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
+}
+
+/* BytesEquals */
+static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
+#if CYTHON_COMPILING_IN_PYPY
+    return PyObject_RichCompareBool(s1, s2, equals);
+#else
+    if (s1 == s2) {
+        return (equals == Py_EQ);
+    } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
+        const char *ps1, *ps2;
+        Py_ssize_t length = PyBytes_GET_SIZE(s1);
+        if (length != PyBytes_GET_SIZE(s2))
+            return (equals == Py_NE);
+        ps1 = PyBytes_AS_STRING(s1);
+        ps2 = PyBytes_AS_STRING(s2);
+        if (ps1[0] != ps2[0]) {
+            return (equals == Py_NE);
+        } else if (length == 1) {
+            return (equals == Py_EQ);
+        } else {
+            int result;
+#if CYTHON_USE_UNICODE_INTERNALS && (PY_VERSION_HEX < 0x030B0000)
+            Py_hash_t hash1, hash2;
+            hash1 = ((PyBytesObject*)s1)->ob_shash;
+            hash2 = ((PyBytesObject*)s2)->ob_shash;
+            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
+                return (equals == Py_NE);
+            }
+#endif
+            result = memcmp(ps1, ps2, (size_t)length);
+            return (equals == Py_EQ) ? (result == 0) : (result != 0);
+        }
+    } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
+        return (equals == Py_NE);
+    } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
+        return (equals == Py_NE);
+    } else {
+        int result;
+        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
+        if (!py_result)
+            return -1;
+        result = __Pyx_PyObject_IsTrue(py_result);
+        Py_DECREF(py_result);
+        return result;
+    }
+#endif
+}
+
+/* UnicodeEquals */
+static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
+#if CYTHON_COMPILING_IN_PYPY
+    return PyObject_RichCompareBool(s1, s2, equals);
+#else
+#if PY_MAJOR_VERSION < 3
+    PyObject* owned_ref = NULL;
+#endif
+    int s1_is_unicode, s2_is_unicode;
+    if (s1 == s2) {
+        goto return_eq;
+    }
+    s1_is_unicode = PyUnicode_CheckExact(s1);
+    s2_is_unicode = PyUnicode_CheckExact(s2);
+#if PY_MAJOR_VERSION < 3
+    if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) {
+        owned_ref = PyUnicode_FromObject(s2);
+        if (unlikely(!owned_ref))
+            return -1;
+        s2 = owned_ref;
+        s2_is_unicode = 1;
+    } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) {
+        owned_ref = PyUnicode_FromObject(s1);
+        if (unlikely(!owned_ref))
+            return -1;
+        s1 = owned_ref;
+        s1_is_unicode = 1;
+    } else if (((!s2_is_unicode) & (!s1_is_unicode))) {
+        return __Pyx_PyBytes_Equals(s1, s2, equals);
+    }
+#endif
+    if (s1_is_unicode & s2_is_unicode) {
+        Py_ssize_t length;
+        int kind;
+        void *data1, *data2;
+        if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0))
+            return -1;
+        length = __Pyx_PyUnicode_GET_LENGTH(s1);
+        if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) {
+            goto return_ne;
+        }
+#if CYTHON_USE_UNICODE_INTERNALS
+        {
+            Py_hash_t hash1, hash2;
+        #if CYTHON_PEP393_ENABLED
+            hash1 = ((PyASCIIObject*)s1)->hash;
+            hash2 = ((PyASCIIObject*)s2)->hash;
+        #else
+            hash1 = ((PyUnicodeObject*)s1)->hash;
+            hash2 = ((PyUnicodeObject*)s2)->hash;
+        #endif
+            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
+                goto return_ne;
+            }
+        }
+#endif
+        kind = __Pyx_PyUnicode_KIND(s1);
+        if (kind != __Pyx_PyUnicode_KIND(s2)) {
+            goto return_ne;
+        }
+        data1 = __Pyx_PyUnicode_DATA(s1);
+        data2 = __Pyx_PyUnicode_DATA(s2);
+        if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) {
+            goto return_ne;
+        } else if (length == 1) {
+            goto return_eq;
+        } else {
+            int result = memcmp(data1, data2, (size_t)(length * kind));
+            #if PY_MAJOR_VERSION < 3
+            Py_XDECREF(owned_ref);
+            #endif
+            return (equals == Py_EQ) ? (result == 0) : (result != 0);
+        }
+    } else if ((s1 == Py_None) & s2_is_unicode) {
+        goto return_ne;
+    } else if ((s2 == Py_None) & s1_is_unicode) {
+        goto return_ne;
+    } else {
+        int result;
+        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
+        #if PY_MAJOR_VERSION < 3
+        Py_XDECREF(owned_ref);
+        #endif
+        if (!py_result)
+            return -1;
+        result = __Pyx_PyObject_IsTrue(py_result);
+        Py_DECREF(py_result);
+        return result;
+    }
+return_eq:
+    #if PY_MAJOR_VERSION < 3
+    Py_XDECREF(owned_ref);
+    #endif
+    return (equals == Py_EQ);
+return_ne:
+    #if PY_MAJOR_VERSION < 3
+    Py_XDECREF(owned_ref);
+    #endif
+    return (equals == Py_NE);
+#endif
+}
+
+/* RaiseTooManyValuesToUnpack */
+static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
+    PyErr_Format(PyExc_ValueError,
+                 "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected);
+}
+
+/* RaiseNeedMoreValuesToUnpack */
+static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
+    PyErr_Format(PyExc_ValueError,
+                 "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack",
+                 index, (index == 1) ? "" : "s");
+}
+
+/* IterFinish */
+static CYTHON_INLINE int __Pyx_IterFinish(void) {
+#if CYTHON_FAST_THREAD_STATE
+    PyThreadState *tstate = __Pyx_PyThreadState_Current;
+    PyObject* exc_type = tstate->curexc_type;
+    if (unlikely(exc_type)) {
+        if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) {
+            PyObject *exc_value, *exc_tb;
+            exc_value = tstate->curexc_value;
+            exc_tb = tstate->curexc_traceback;
+            tstate->curexc_type = 0;
+            tstate->curexc_value = 0;
+            tstate->curexc_traceback = 0;
+            Py_DECREF(exc_type);
+            Py_XDECREF(exc_value);
+            Py_XDECREF(exc_tb);
+            return 0;
+        } else {
+            return -1;
+        }
+    }
+    return 0;
+#else
+    if (unlikely(PyErr_Occurred())) {
+        if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) {
+            PyErr_Clear();
+            return 0;
+        } else {
+            return -1;
+        }
+    }
+    return 0;
+#endif
+}
+
+/* UnpackItemEndCheck */
+static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
+    if (unlikely(retval)) {
+        Py_DECREF(retval);
+        __Pyx_RaiseTooManyValuesError(expected);
+        return -1;
+    } else {
+        return __Pyx_IterFinish();
+    }
+    return 0;
+}
+
+/* ExtTypeTest */
+static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
+    if (unlikely(!type)) {
+        PyErr_SetString(PyExc_SystemError, "Missing type object");
+        return 0;
+    }
+    if (likely(__Pyx_TypeCheck(obj, type)))
+        return 1;
+    PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
+                 Py_TYPE(obj)->tp_name, type->tp_name);
+    return 0;
+}
+
+/* HasAttr */
+static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) {
+    PyObject *r;
+    if (unlikely(!__Pyx_PyBaseString_Check(n))) {
+        PyErr_SetString(PyExc_TypeError,
+                        "hasattr(): attribute name must be string");
+        return -1;
+    }
+    r = __Pyx_GetAttr(o, n);
+    if (unlikely(!r)) {
+        PyErr_Clear();
+        return 0;
+    } else {
+        Py_DECREF(r);
+        return 1;
+    }
+}
+
+/* UnpackUnboundCMethod */
+static int __Pyx_TryUnpackUnboundCMethod(__Pyx_CachedCFunction* target) {
+    PyObject *method;
+    method = __Pyx_PyObject_GetAttrStr(target->type, *target->method_name);
+    if (unlikely(!method))
+        return -1;
+    target->method = method;
+#if CYTHON_COMPILING_IN_CPYTHON
+    #if PY_MAJOR_VERSION >= 3
+    if (likely(__Pyx_TypeCheck(method, &PyMethodDescr_Type)))
+    #endif
+    {
+        PyMethodDescrObject *descr = (PyMethodDescrObject*) method;
+        target->func = descr->d_method->ml_meth;
+        target->flag = descr->d_method->ml_flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_STACKLESS);
+    }
+#endif
+    return 0;
+}
+
+/* CallUnboundCMethod1 */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg) {
+    if (likely(cfunc->func)) {
+        int flag = cfunc->flag;
+        if (flag == METH_O) {
+            return (*(cfunc->func))(self, arg);
+        } else if (PY_VERSION_HEX >= 0x030600B1 && flag == METH_FASTCALL) {
+            if (PY_VERSION_HEX >= 0x030700A0) {
+                return (*(__Pyx_PyCFunctionFast)(void*)(PyCFunction)cfunc->func)(self, &arg, 1);
+            } else {
+                return (*(__Pyx_PyCFunctionFastWithKeywords)(void*)(PyCFunction)cfunc->func)(self, &arg, 1, NULL);
+            }
+        } else if (PY_VERSION_HEX >= 0x030700A0 && flag == (METH_FASTCALL | METH_KEYWORDS)) {
+            return (*(__Pyx_PyCFunctionFastWithKeywords)(void*)(PyCFunction)cfunc->func)(self, &arg, 1, NULL);
+        }
+    }
+    return __Pyx__CallUnboundCMethod1(cfunc, self, arg);
+}
+#endif
+static PyObject* __Pyx__CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg){
+    PyObject *args, *result = NULL;
+    if (unlikely(!cfunc->func && !cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL;
+#if CYTHON_COMPILING_IN_CPYTHON
+    if (cfunc->func && (cfunc->flag & METH_VARARGS)) {
+        args = PyTuple_New(1);
+        if (unlikely(!args)) goto bad;
+        Py_INCREF(arg);
+        PyTuple_SET_ITEM(args, 0, arg);
+        if (cfunc->flag & METH_KEYWORDS)
+            result = (*(PyCFunctionWithKeywords)(void*)(PyCFunction)cfunc->func)(self, args, NULL);
+        else
+            result = (*cfunc->func)(self, args);
+    } else {
+        args = PyTuple_New(2);
+        if (unlikely(!args)) goto bad;
+        Py_INCREF(self);
+        PyTuple_SET_ITEM(args, 0, self);
+        Py_INCREF(arg);
+        PyTuple_SET_ITEM(args, 1, arg);
+        result = __Pyx_PyObject_Call(cfunc->method, args, NULL);
+    }
+#else
+    args = PyTuple_Pack(2, self, arg);
+    if (unlikely(!args)) goto bad;
+    result = __Pyx_PyObject_Call(cfunc->method, args, NULL);
+#endif
+bad:
+    Py_XDECREF(args);
+    return result;
+}
+
+/* CallUnboundCMethod2 */
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030600B1
+static CYTHON_INLINE PyObject *__Pyx_CallUnboundCMethod2(__Pyx_CachedCFunction *cfunc, PyObject *self, PyObject *arg1, PyObject *arg2) {
+    if (likely(cfunc->func)) {
+        PyObject *args[2] = {arg1, arg2};
+        if (cfunc->flag == METH_FASTCALL) {
+            #if PY_VERSION_HEX >= 0x030700A0
+            return (*(__Pyx_PyCFunctionFast)(void*)(PyCFunction)cfunc->func)(self, args, 2);
+            #else
+            return (*(__Pyx_PyCFunctionFastWithKeywords)(void*)(PyCFunction)cfunc->func)(self, args, 2, NULL);
+            #endif
+        }
+        #if PY_VERSION_HEX >= 0x030700A0
+        if (cfunc->flag == (METH_FASTCALL | METH_KEYWORDS))
+            return (*(__Pyx_PyCFunctionFastWithKeywords)(void*)(PyCFunction)cfunc->func)(self, args, 2, NULL);
+        #endif
+    }
+    return __Pyx__CallUnboundCMethod2(cfunc, self, arg1, arg2);
+}
+#endif
+static PyObject* __Pyx__CallUnboundCMethod2(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg1, PyObject* arg2){
+    PyObject *args, *result = NULL;
+    if (unlikely(!cfunc->func && !cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL;
+#if CYTHON_COMPILING_IN_CPYTHON
+    if (cfunc->func && (cfunc->flag & METH_VARARGS)) {
+        args = PyTuple_New(2);
+        if (unlikely(!args)) goto bad;
+        Py_INCREF(arg1);
+        PyTuple_SET_ITEM(args, 0, arg1);
+        Py_INCREF(arg2);
+        PyTuple_SET_ITEM(args, 1, arg2);
+        if (cfunc->flag & METH_KEYWORDS)
+            result = (*(PyCFunctionWithKeywords)(void*)(PyCFunction)cfunc->func)(self, args, NULL);
+        else
+            result = (*cfunc->func)(self, args);
+    } else {
+        args = PyTuple_New(3);
+        if (unlikely(!args)) goto bad;
+        Py_INCREF(self);
+        PyTuple_SET_ITEM(args, 0, self);
+        Py_INCREF(arg1);
+        PyTuple_SET_ITEM(args, 1, arg1);
+        Py_INCREF(arg2);
+        PyTuple_SET_ITEM(args, 2, arg2);
+        result = __Pyx_PyObject_Call(cfunc->method, args, NULL);
+    }
+#else
+    args = PyTuple_Pack(3, self, arg1, arg2);
+    if (unlikely(!args)) goto bad;
+    result = __Pyx_PyObject_Call(cfunc->method, args, NULL);
+#endif
+bad:
+    Py_XDECREF(args);
+    return result;
+}
+
+/* dict_getitem_default */
+static PyObject* __Pyx_PyDict_GetItemDefault(PyObject* d, PyObject* key, PyObject* default_value) {
+    PyObject* value;
+#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
+    value = PyDict_GetItemWithError(d, key);
+    if (unlikely(!value)) {
+        if (unlikely(PyErr_Occurred()))
+            return NULL;
+        value = default_value;
+    }
+    Py_INCREF(value);
+    if ((1));
+#else
+    if (PyString_CheckExact(key) || PyUnicode_CheckExact(key) || PyInt_CheckExact(key)) {
+        value = PyDict_GetItem(d, key);
+        if (unlikely(!value)) {
+            value = default_value;
+        }
+        Py_INCREF(value);
+    }
+#endif
+    else {
+        if (default_value == Py_None)
+            value = __Pyx_CallUnboundCMethod1(&__pyx_umethod_PyDict_Type_get, d, key);
+        else
+            value = __Pyx_CallUnboundCMethod2(&__pyx_umethod_PyDict_Type_get, d, key, default_value);
+    }
+    return value;
+}
+
+/* SwapException */
+#if CYTHON_FAST_THREAD_STATE
+static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
+    PyObject *tmp_type, *tmp_value, *tmp_tb;
+    #if CYTHON_USE_EXC_INFO_STACK
+    _PyErr_StackItem *exc_info = tstate->exc_info;
+    tmp_type = exc_info->exc_type;
+    tmp_value = exc_info->exc_value;
+    tmp_tb = exc_info->exc_traceback;
+    exc_info->exc_type = *type;
+    exc_info->exc_value = *value;
+    exc_info->exc_traceback = *tb;
+    #else
+    tmp_type = tstate->exc_type;
+    tmp_value = tstate->exc_value;
+    tmp_tb = tstate->exc_traceback;
+    tstate->exc_type = *type;
+    tstate->exc_value = *value;
+    tstate->exc_traceback = *tb;
+    #endif
+    *type = tmp_type;
+    *value = tmp_value;
+    *tb = tmp_tb;
+}
+#else
+static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) {
+    PyObject *tmp_type, *tmp_value, *tmp_tb;
+    PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb);
+    PyErr_SetExcInfo(*type, *value, *tb);
+    *type = tmp_type;
+    *value = tmp_value;
+    *tb = tmp_tb;
+}
+#endif
+
+/* RaiseNoneIterError */
+static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
+    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
+}
+
+/* PyIntBinop */
+#if !CYTHON_COMPILING_IN_PYPY
+static PyObject* __Pyx_PyInt_AndObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, int inplace, int zerodivision_check) {
+    (void)inplace;
+    (void)zerodivision_check;
+    #if PY_MAJOR_VERSION < 3
+    if (likely(PyInt_CheckExact(op1))) {
+        const long b = intval;
+        long a = PyInt_AS_LONG(op1);
+            return PyInt_FromLong(a & b);
+    }
+    #endif
+    #if CYTHON_USE_PYLONG_INTERNALS
+    if (likely(PyLong_CheckExact(op1))) {
+        const long b = intval;
+        long a, x;
+#ifdef HAVE_LONG_LONG
+        const PY_LONG_LONG llb = intval;
+        PY_LONG_LONG lla, llx;
+#endif
+        const digit* digits = ((PyLongObject*)op1)->ob_digit;
+        const Py_ssize_t size = Py_SIZE(op1);
+        if (likely(__Pyx_sst_abs(size) <= 1)) {
+            a = likely(size) ? digits[0] : 0;
+            if (size == -1) a = -a;
+        } else {
+            switch (size) {
+                case -2:
+                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
+                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
+                        lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case 2:
+                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
+                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
+                        lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case -3:
+                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
+                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
+                        lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case 3:
+                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
+                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
+                        lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case -4:
+                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
+                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
+                        lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case 4:
+                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
+                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
+                        lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                default: return PyLong_Type.tp_as_number->nb_and(op1, op2);
+            }
+        }
+                x = a & b;
+            return PyLong_FromLong(x);
+#ifdef HAVE_LONG_LONG
+        long_long:
+                llx = lla & llb;
+            return PyLong_FromLongLong(llx);
+#endif
+        
+        
+    }
+    #endif
+    return (inplace ? PyNumber_InPlaceAnd : PyNumber_And)(op1, op2);
+}
+#endif
+
+/* PyObjectGetMethod */
+static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method) {
+    PyObject *attr;
+#if CYTHON_UNPACK_METHODS && CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_PYTYPE_LOOKUP
+    PyTypeObject *tp = Py_TYPE(obj);
+    PyObject *descr;
+    descrgetfunc f = NULL;
+    PyObject **dictptr, *dict;
+    int meth_found = 0;
+    assert (*method == NULL);
+    if (unlikely(tp->tp_getattro != PyObject_GenericGetAttr)) {
+        attr = __Pyx_PyObject_GetAttrStr(obj, name);
+        goto try_unpack;
+    }
+    if (unlikely(tp->tp_dict == NULL) && unlikely(PyType_Ready(tp) < 0)) {
+        return 0;
+    }
+    descr = _PyType_Lookup(tp, name);
+    if (likely(descr != NULL)) {
+        Py_INCREF(descr);
+#if PY_MAJOR_VERSION >= 3
+        #ifdef __Pyx_CyFunction_USED
+        if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr)))
+        #else
+        if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type)))
+        #endif
+#else
+        #ifdef __Pyx_CyFunction_USED
+        if (likely(PyFunction_Check(descr) || __Pyx_CyFunction_Check(descr)))
+        #else
+        if (likely(PyFunction_Check(descr)))
+        #endif
+#endif
+        {
+            meth_found = 1;
+        } else {
+            f = Py_TYPE(descr)->tp_descr_get;
+            if (f != NULL && PyDescr_IsData(descr)) {
+                attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
+                Py_DECREF(descr);
+                goto try_unpack;
+            }
+        }
+    }
+    dictptr = _PyObject_GetDictPtr(obj);
+    if (dictptr != NULL && (dict = *dictptr) != NULL) {
+        Py_INCREF(dict);
+        attr = __Pyx_PyDict_GetItemStr(dict, name);
+        if (attr != NULL) {
+            Py_INCREF(attr);
+            Py_DECREF(dict);
+            Py_XDECREF(descr);
+            goto try_unpack;
+        }
+        Py_DECREF(dict);
+    }
+    if (meth_found) {
+        *method = descr;
+        return 1;
+    }
+    if (f != NULL) {
+        attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
+        Py_DECREF(descr);
+        goto try_unpack;
+    }
+    if (descr != NULL) {
+        *method = descr;
+        return 0;
+    }
+    PyErr_Format(PyExc_AttributeError,
+#if PY_MAJOR_VERSION >= 3
+                 "'%.50s' object has no attribute '%U'",
+                 tp->tp_name, name);
+#else
+                 "'%.50s' object has no attribute '%.400s'",
+                 tp->tp_name, PyString_AS_STRING(name));
+#endif
+    return 0;
+#else
+    attr = __Pyx_PyObject_GetAttrStr(obj, name);
+    goto try_unpack;
+#endif
+try_unpack:
+#if CYTHON_UNPACK_METHODS
+    if (likely(attr) && PyMethod_Check(attr) && likely(PyMethod_GET_SELF(attr) == obj)) {
+        PyObject *function = PyMethod_GET_FUNCTION(attr);
+        Py_INCREF(function);
+        Py_DECREF(attr);
+        *method = function;
+        return 1;
+    }
+#endif
+    *method = attr;
+    return 0;
+}
+
+/* PyObjectCallMethod0 */
+static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name) {
+    PyObject *method = NULL, *result = NULL;
+    int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method);
+    if (likely(is_method)) {
+        result = __Pyx_PyObject_CallOneArg(method, obj);
+        Py_DECREF(method);
+        return result;
+    }
+    if (unlikely(!method)) goto bad;
+    result = __Pyx_PyObject_CallNoArg(method);
+    Py_DECREF(method);
+bad:
+    return result;
+}
+
+/* UnpackTupleError */
+static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) {
+    if (t == Py_None) {
+      __Pyx_RaiseNoneNotIterableError();
+    } else if (PyTuple_GET_SIZE(t) < index) {
+      __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t));
+    } else {
+      __Pyx_RaiseTooManyValuesError(index);
+    }
+}
+
+/* UnpackTuple2 */
+static CYTHON_INLINE int __Pyx_unpack_tuple2_exact(
+        PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, int decref_tuple) {
+    PyObject *value1 = NULL, *value2 = NULL;
+#if CYTHON_COMPILING_IN_PYPY
+    value1 = PySequence_ITEM(tuple, 0);  if (unlikely(!value1)) goto bad;
+    value2 = PySequence_ITEM(tuple, 1);  if (unlikely(!value2)) goto bad;
+#else
+    value1 = PyTuple_GET_ITEM(tuple, 0);  Py_INCREF(value1);
+    value2 = PyTuple_GET_ITEM(tuple, 1);  Py_INCREF(value2);
+#endif
+    if (decref_tuple) {
+        Py_DECREF(tuple);
+    }
+    *pvalue1 = value1;
+    *pvalue2 = value2;
+    return 0;
+#if CYTHON_COMPILING_IN_PYPY
+bad:
+    Py_XDECREF(value1);
+    Py_XDECREF(value2);
+    if (decref_tuple) { Py_XDECREF(tuple); }
+    return -1;
+#endif
+}
+static int __Pyx_unpack_tuple2_generic(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2,
+                                       int has_known_size, int decref_tuple) {
+    Py_ssize_t index;
+    PyObject *value1 = NULL, *value2 = NULL, *iter = NULL;
+    iternextfunc iternext;
+    iter = PyObject_GetIter(tuple);
+    if (unlikely(!iter)) goto bad;
+    if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; }
+    iternext = Py_TYPE(iter)->tp_iternext;
+    value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; }
+    value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; }
+    if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad;
+    Py_DECREF(iter);
+    *pvalue1 = value1;
+    *pvalue2 = value2;
+    return 0;
+unpacking_failed:
+    if (!has_known_size && __Pyx_IterFinish() == 0)
+        __Pyx_RaiseNeedMoreValuesError(index);
+bad:
+    Py_XDECREF(iter);
+    Py_XDECREF(value1);
+    Py_XDECREF(value2);
+    if (decref_tuple) { Py_XDECREF(tuple); }
+    return -1;
+}
+
+/* dict_iter */
+static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name,
+                                                   Py_ssize_t* p_orig_length, int* p_source_is_dict) {
+    is_dict = is_dict || likely(PyDict_CheckExact(iterable));
+    *p_source_is_dict = is_dict;
+    if (is_dict) {
+#if !CYTHON_COMPILING_IN_PYPY
+        *p_orig_length = PyDict_Size(iterable);
+        Py_INCREF(iterable);
+        return iterable;
+#elif PY_MAJOR_VERSION >= 3
+        static PyObject *py_items = NULL, *py_keys = NULL, *py_values = NULL;
+        PyObject **pp = NULL;
+        if (method_name) {
+            const char *name = PyUnicode_AsUTF8(method_name);
+            if (strcmp(name, "iteritems") == 0) pp = &py_items;
+            else if (strcmp(name, "iterkeys") == 0) pp = &py_keys;
+            else if (strcmp(name, "itervalues") == 0) pp = &py_values;
+            if (pp) {
+                if (!*pp) {
+                    *pp = PyUnicode_FromString(name + 4);
+                    if (!*pp)
+                        return NULL;
+                }
+                method_name = *pp;
+            }
+        }
+#endif
+    }
+    *p_orig_length = 0;
+    if (method_name) {
+        PyObject* iter;
+        iterable = __Pyx_PyObject_CallMethod0(iterable, method_name);
+        if (!iterable)
+            return NULL;
+#if !CYTHON_COMPILING_IN_PYPY
+        if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable))
+            return iterable;
+#endif
+        iter = PyObject_GetIter(iterable);
+        Py_DECREF(iterable);
+        return iter;
+    }
+    return PyObject_GetIter(iterable);
+}
+static CYTHON_INLINE int __Pyx_dict_iter_next(
+        PyObject* iter_obj, CYTHON_NCP_UNUSED Py_ssize_t orig_length, CYTHON_NCP_UNUSED Py_ssize_t* ppos,
+        PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) {
+    PyObject* next_item;
+#if !CYTHON_COMPILING_IN_PYPY
+    if (source_is_dict) {
+        PyObject *key, *value;
+        if (unlikely(orig_length != PyDict_Size(iter_obj))) {
+            PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration");
+            return -1;
+        }
+        if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) {
+            return 0;
+        }
+        if (pitem) {
+            PyObject* tuple = PyTuple_New(2);
+            if (unlikely(!tuple)) {
+                return -1;
+            }
+            Py_INCREF(key);
+            Py_INCREF(value);
+            PyTuple_SET_ITEM(tuple, 0, key);
+            PyTuple_SET_ITEM(tuple, 1, value);
+            *pitem = tuple;
+        } else {
+            if (pkey) {
+                Py_INCREF(key);
+                *pkey = key;
+            }
+            if (pvalue) {
+                Py_INCREF(value);
+                *pvalue = value;
+            }
+        }
+        return 1;
+    } else if (PyTuple_CheckExact(iter_obj)) {
+        Py_ssize_t pos = *ppos;
+        if (unlikely(pos >= PyTuple_GET_SIZE(iter_obj))) return 0;
+        *ppos = pos + 1;
+        next_item = PyTuple_GET_ITEM(iter_obj, pos);
+        Py_INCREF(next_item);
+    } else if (PyList_CheckExact(iter_obj)) {
+        Py_ssize_t pos = *ppos;
+        if (unlikely(pos >= PyList_GET_SIZE(iter_obj))) return 0;
+        *ppos = pos + 1;
+        next_item = PyList_GET_ITEM(iter_obj, pos);
+        Py_INCREF(next_item);
+    } else
+#endif
+    {
+        next_item = PyIter_Next(iter_obj);
+        if (unlikely(!next_item)) {
+            return __Pyx_IterFinish();
+        }
+    }
+    if (pitem) {
+        *pitem = next_item;
+    } else if (pkey && pvalue) {
+        if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1))
+            return -1;
+    } else if (pkey) {
+        *pkey = next_item;
+    } else {
+        *pvalue = next_item;
+    }
+    return 1;
+}
+
+/* CallUnboundCMethod0 */
+static PyObject* __Pyx__CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self) {
+    PyObject *args, *result = NULL;
+    if (unlikely(!cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL;
+#if CYTHON_ASSUME_SAFE_MACROS
+    args = PyTuple_New(1);
+    if (unlikely(!args)) goto bad;
+    Py_INCREF(self);
+    PyTuple_SET_ITEM(args, 0, self);
+#else
+    args = PyTuple_Pack(1, self);
+    if (unlikely(!args)) goto bad;
+#endif
+    result = __Pyx_PyObject_Call(cfunc->method, args, NULL);
+    Py_DECREF(args);
+bad:
+    return result;
+}
+
+/* py_dict_values */
+static CYTHON_INLINE PyObject* __Pyx_PyDict_Values(PyObject* d) {
+    if (PY_MAJOR_VERSION >= 3)
+        return __Pyx_CallUnboundCMethod0(&__pyx_umethod_PyDict_Type_values, d);
+    else
+        return PyDict_Values(d);
+}
+
+/* DictGetItem */
+#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
+static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) {
+    PyObject *value;
+    value = PyDict_GetItemWithError(d, key);
+    if (unlikely(!value)) {
+        if (!PyErr_Occurred()) {
+            if (unlikely(PyTuple_Check(key))) {
+                PyObject* args = PyTuple_Pack(1, key);
+                if (likely(args)) {
+                    PyErr_SetObject(PyExc_KeyError, args);
+                    Py_DECREF(args);
+                }
+            } else {
+                PyErr_SetObject(PyExc_KeyError, key);
+            }
+        }
+        return NULL;
+    }
+    Py_INCREF(value);
+    return value;
+}
+#endif
+
+/* SliceObject */
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(PyObject* obj,
+        Py_ssize_t cstart, Py_ssize_t cstop,
+        PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice,
+        int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) {
+#if CYTHON_USE_TYPE_SLOTS
+    PyMappingMethods* mp;
+#if PY_MAJOR_VERSION < 3
+    PySequenceMethods* ms = Py_TYPE(obj)->tp_as_sequence;
+    if (likely(ms && ms->sq_slice)) {
+        if (!has_cstart) {
+            if (_py_start && (*_py_start != Py_None)) {
+                cstart = __Pyx_PyIndex_AsSsize_t(*_py_start);
+                if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
+            } else
+                cstart = 0;
+        }
+        if (!has_cstop) {
+            if (_py_stop && (*_py_stop != Py_None)) {
+                cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop);
+                if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
+            } else
+                cstop = PY_SSIZE_T_MAX;
+        }
+        if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && likely(ms->sq_length)) {
+            Py_ssize_t l = ms->sq_length(obj);
+            if (likely(l >= 0)) {
+                if (cstop < 0) {
+                    cstop += l;
+                    if (cstop < 0) cstop = 0;
+                }
+                if (cstart < 0) {
+                    cstart += l;
+                    if (cstart < 0) cstart = 0;
+                }
+            } else {
+                if (!PyErr_ExceptionMatches(PyExc_OverflowError))
+                    goto bad;
+                PyErr_Clear();
+            }
+        }
+        return ms->sq_slice(obj, cstart, cstop);
+    }
+#endif
+    mp = Py_TYPE(obj)->tp_as_mapping;
+    if (likely(mp && mp->mp_subscript))
+#endif
+    {
+        PyObject* result;
+        PyObject *py_slice, *py_start, *py_stop;
+        if (_py_slice) {
+            py_slice = *_py_slice;
+        } else {
+            PyObject* owned_start = NULL;
+            PyObject* owned_stop = NULL;
+            if (_py_start) {
+                py_start = *_py_start;
+            } else {
+                if (has_cstart) {
+                    owned_start = py_start = PyInt_FromSsize_t(cstart);
+                    if (unlikely(!py_start)) goto bad;
+                } else
+                    py_start = Py_None;
+            }
+            if (_py_stop) {
+                py_stop = *_py_stop;
+            } else {
+                if (has_cstop) {
+                    owned_stop = py_stop = PyInt_FromSsize_t(cstop);
+                    if (unlikely(!py_stop)) {
+                        Py_XDECREF(owned_start);
+                        goto bad;
+                    }
+                } else
+                    py_stop = Py_None;
+            }
+            py_slice = PySlice_New(py_start, py_stop, Py_None);
+            Py_XDECREF(owned_start);
+            Py_XDECREF(owned_stop);
+            if (unlikely(!py_slice)) goto bad;
+        }
+#if CYTHON_USE_TYPE_SLOTS
+        result = mp->mp_subscript(obj, py_slice);
+#else
+        result = PyObject_GetItem(obj, py_slice);
+#endif
+        if (!_py_slice) {
+            Py_DECREF(py_slice);
+        }
+        return result;
+    }
+    PyErr_Format(PyExc_TypeError,
+        "'%.200s' object is unsliceable", Py_TYPE(obj)->tp_name);
+bad:
+    return NULL;
+}
+
+/* PyIntBinop */
+#if !CYTHON_COMPILING_IN_PYPY
+static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, int inplace, int zerodivision_check) {
+    (void)inplace;
+    (void)zerodivision_check;
+    #if PY_MAJOR_VERSION < 3
+    if (likely(PyInt_CheckExact(op1))) {
+        const long b = intval;
+        long x;
+        long a = PyInt_AS_LONG(op1);
+            x = (long)((unsigned long)a + b);
+            if (likely((x^a) >= 0 || (x^b) >= 0))
+                return PyInt_FromLong(x);
+            return PyLong_Type.tp_as_number->nb_add(op1, op2);
+    }
+    #endif
+    #if CYTHON_USE_PYLONG_INTERNALS
+    if (likely(PyLong_CheckExact(op1))) {
+        const long b = intval;
+        long a, x;
+#ifdef HAVE_LONG_LONG
+        const PY_LONG_LONG llb = intval;
+        PY_LONG_LONG lla, llx;
+#endif
+        const digit* digits = ((PyLongObject*)op1)->ob_digit;
+        const Py_ssize_t size = Py_SIZE(op1);
+        if (likely(__Pyx_sst_abs(size) <= 1)) {
+            a = likely(size) ? digits[0] : 0;
+            if (size == -1) a = -a;
+        } else {
+            switch (size) {
+                case -2:
+                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
+                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
+                        lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case 2:
+                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
+                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
+                        lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case -3:
+                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
+                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
+                        lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case 3:
+                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
+                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
+                        lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case -4:
+                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
+                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
+                        lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case 4:
+                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
+                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
+                        lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                default: return PyLong_Type.tp_as_number->nb_add(op1, op2);
+            }
+        }
+                x = a + b;
+            return PyLong_FromLong(x);
+#ifdef HAVE_LONG_LONG
+        long_long:
+                llx = lla + llb;
+            return PyLong_FromLongLong(llx);
+#endif
+        
+        
+    }
+    #endif
+    if (PyFloat_CheckExact(op1)) {
+        const long b = intval;
+        double a = PyFloat_AS_DOUBLE(op1);
+            double result;
+            PyFPE_START_PROTECT("add", return NULL)
+            result = ((double)a) + (double)b;
+            PyFPE_END_PROTECT(result)
+            return PyFloat_FromDouble(result);
+    }
+    return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2);
+}
+#endif
+
+/* PyObjectCallMethod1 */
+static PyObject* __Pyx__PyObject_CallMethod1(PyObject* method, PyObject* arg) {
+    PyObject *result = __Pyx_PyObject_CallOneArg(method, arg);
+    Py_DECREF(method);
+    return result;
+}
+static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) {
+    PyObject *method = NULL, *result;
+    int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method);
+    if (likely(is_method)) {
+        result = __Pyx_PyObject_Call2Args(method, obj, arg);
+        Py_DECREF(method);
+        return result;
+    }
+    if (unlikely(!method)) return NULL;
+    return __Pyx__PyObject_CallMethod1(method, arg);
+}
+
+/* append */
+static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x) {
+    if (likely(PyList_CheckExact(L))) {
+        if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return -1;
+    } else {
+        PyObject* retval = __Pyx_PyObject_CallMethod1(L, __pyx_n_s_append, x);
+        if (unlikely(!retval))
+            return -1;
+        Py_DECREF(retval);
+    }
+    return 0;
+}
+
+/* SliceTupleAndList */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE void __Pyx_crop_slice(Py_ssize_t* _start, Py_ssize_t* _stop, Py_ssize_t* _length) {
+    Py_ssize_t start = *_start, stop = *_stop, length = *_length;
+    if (start < 0) {
+        start += length;
+        if (start < 0)
+            start = 0;
+    }
+    if (stop < 0)
+        stop += length;
+    else if (stop > length)
+        stop = length;
+    *_length = stop - start;
+    *_start = start;
+    *_stop = stop;
+}
+static CYTHON_INLINE void __Pyx_copy_object_array(PyObject** CYTHON_RESTRICT src, PyObject** CYTHON_RESTRICT dest, Py_ssize_t length) {
+    PyObject *v;
+    Py_ssize_t i;
+    for (i = 0; i < length; i++) {
+        v = dest[i] = src[i];
+        Py_INCREF(v);
+    }
+}
+static CYTHON_INLINE PyObject* __Pyx_PyList_GetSlice(
+            PyObject* src, Py_ssize_t start, Py_ssize_t stop) {
+    PyObject* dest;
+    Py_ssize_t length = PyList_GET_SIZE(src);
+    __Pyx_crop_slice(&start, &stop, &length);
+    if (unlikely(length <= 0))
+        return PyList_New(0);
+    dest = PyList_New(length);
+    if (unlikely(!dest))
+        return NULL;
+    __Pyx_copy_object_array(
+        ((PyListObject*)src)->ob_item + start,
+        ((PyListObject*)dest)->ob_item,
+        length);
+    return dest;
+}
+static CYTHON_INLINE PyObject* __Pyx_PyTuple_GetSlice(
+            PyObject* src, Py_ssize_t start, Py_ssize_t stop) {
+    PyObject* dest;
+    Py_ssize_t length = PyTuple_GET_SIZE(src);
+    __Pyx_crop_slice(&start, &stop, &length);
+    if (unlikely(length <= 0))
+        return PyTuple_New(0);
+    dest = PyTuple_New(length);
+    if (unlikely(!dest))
+        return NULL;
+    __Pyx_copy_object_array(
+        ((PyTupleObject*)src)->ob_item + start,
+        ((PyTupleObject*)dest)->ob_item,
+        length);
+    return dest;
+}
+#endif
+
+/* PyIntCompare */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED long inplace) {
+    if (op1 == op2) {
+        Py_RETURN_TRUE;
+    }
+    #if PY_MAJOR_VERSION < 3
+    if (likely(PyInt_CheckExact(op1))) {
+        const long b = intval;
+        long a = PyInt_AS_LONG(op1);
+        if (a == b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
+    }
+    #endif
+    #if CYTHON_USE_PYLONG_INTERNALS
+    if (likely(PyLong_CheckExact(op1))) {
+        int unequal;
+        unsigned long uintval;
+        Py_ssize_t size = Py_SIZE(op1);
+        const digit* digits = ((PyLongObject*)op1)->ob_digit;
+        if (intval == 0) {
+            if (size == 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
+        } else if (intval < 0) {
+            if (size >= 0)
+                Py_RETURN_FALSE;
+            intval = -intval;
+            size = -size;
+        } else {
+            if (size <= 0)
+                Py_RETURN_FALSE;
+        }
+        uintval = (unsigned long) intval;
+#if PyLong_SHIFT * 4 < SIZEOF_LONG*8
+        if (uintval >> (PyLong_SHIFT * 4)) {
+            unequal = (size != 5) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
+                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[4] != ((uintval >> (4 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
+        } else
+#endif
+#if PyLong_SHIFT * 3 < SIZEOF_LONG*8
+        if (uintval >> (PyLong_SHIFT * 3)) {
+            unequal = (size != 4) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
+                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
+        } else
+#endif
+#if PyLong_SHIFT * 2 < SIZEOF_LONG*8
+        if (uintval >> (PyLong_SHIFT * 2)) {
+            unequal = (size != 3) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
+                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
+        } else
+#endif
+#if PyLong_SHIFT * 1 < SIZEOF_LONG*8
+        if (uintval >> (PyLong_SHIFT * 1)) {
+            unequal = (size != 2) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
+                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
+        } else
+#endif
+            unequal = (size != 1) || (((unsigned long) digits[0]) != (uintval & (unsigned long) PyLong_MASK));
+        if (unequal == 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
+    }
+    #endif
+    if (PyFloat_CheckExact(op1)) {
+        const long b = intval;
+        double a = PyFloat_AS_DOUBLE(op1);
+        if ((double)a == (double)b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
+    }
+    return (
+        PyObject_RichCompare(op1, op2, Py_EQ));
+}
+
+/* ObjectGetItem */
+#if CYTHON_USE_TYPE_SLOTS
+static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject* index) {
+    PyObject *runerr;
+    Py_ssize_t key_value;
+    PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence;
+    if (unlikely(!(m && m->sq_item))) {
+        PyErr_Format(PyExc_TypeError, "'%.200s' object is not subscriptable", Py_TYPE(obj)->tp_name);
+        return NULL;
+    }
+    key_value = __Pyx_PyIndex_AsSsize_t(index);
+    if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) {
+        return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1);
+    }
+    if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) {
+        PyErr_Clear();
+        PyErr_Format(PyExc_IndexError, "cannot fit '%.200s' into an index-sized integer", Py_TYPE(index)->tp_name);
+    }
+    return NULL;
+}
+static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key) {
+    PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping;
+    if (likely(m && m->mp_subscript)) {
+        return m->mp_subscript(obj, key);
+    }
+    return __Pyx_PyObject_GetIndex(obj, key);
+}
+#endif
+
+/* Import */
+static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) {
+    PyObject *empty_list = 0;
+    PyObject *module = 0;
+    PyObject *global_dict = 0;
+    PyObject *empty_dict = 0;
+    PyObject *list;
+    #if PY_MAJOR_VERSION < 3
+    PyObject *py_import;
+    py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import);
+    if (!py_import)
+        goto bad;
+    #endif
+    if (from_list)
+        list = from_list;
+    else {
+        empty_list = PyList_New(0);
+        if (!empty_list)
+            goto bad;
+        list = empty_list;
+    }
+    global_dict = PyModule_GetDict(__pyx_m);
+    if (!global_dict)
+        goto bad;
+    empty_dict = PyDict_New();
+    if (!empty_dict)
+        goto bad;
+    {
+        #if PY_MAJOR_VERSION >= 3
+        if (level == -1) {
+            if ((1) && (strchr(__Pyx_MODULE_NAME, '.'))) {
+                module = PyImport_ImportModuleLevelObject(
+                    name, global_dict, empty_dict, list, 1);
+                if (!module) {
+                    if (!PyErr_ExceptionMatches(PyExc_ImportError))
+                        goto bad;
+                    PyErr_Clear();
+                }
+            }
+            level = 0;
+        }
+        #endif
+        if (!module) {
+            #if PY_MAJOR_VERSION < 3
+            PyObject *py_level = PyInt_FromLong(level);
+            if (!py_level)
+                goto bad;
+            module = PyObject_CallFunctionObjArgs(py_import,
+                name, global_dict, empty_dict, list, py_level, (PyObject *)NULL);
+            Py_DECREF(py_level);
+            #else
+            module = PyImport_ImportModuleLevelObject(
+                name, global_dict, empty_dict, list, level);
+            #endif
+        }
+    }
+bad:
+    #if PY_MAJOR_VERSION < 3
+    Py_XDECREF(py_import);
+    #endif
+    Py_XDECREF(empty_list);
+    Py_XDECREF(empty_dict);
+    return module;
+}
+
+/* ImportFrom */
+static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) {
+    PyObject* value = __Pyx_PyObject_GetAttrStr(module, name);
+    if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) {
+        PyErr_Format(PyExc_ImportError,
+        #if PY_MAJOR_VERSION < 3
+            "cannot import name %.230s", PyString_AS_STRING(name));
+        #else
+            "cannot import name %S", name);
+        #endif
+    }
+    return value;
+}
+
+/* PyObject_GenericGetAttrNoDict */
+#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
+static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, PyObject *attr_name) {
+    PyErr_Format(PyExc_AttributeError,
+#if PY_MAJOR_VERSION >= 3
+                 "'%.50s' object has no attribute '%U'",
+                 tp->tp_name, attr_name);
+#else
+                 "'%.50s' object has no attribute '%.400s'",
+                 tp->tp_name, PyString_AS_STRING(attr_name));
+#endif
+    return NULL;
+}
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name) {
+    PyObject *descr;
+    PyTypeObject *tp = Py_TYPE(obj);
+    if (unlikely(!PyString_Check(attr_name))) {
+        return PyObject_GenericGetAttr(obj, attr_name);
+    }
+    assert(!tp->tp_dictoffset);
+    descr = _PyType_Lookup(tp, attr_name);
+    if (unlikely(!descr)) {
+        return __Pyx_RaiseGenericGetAttributeError(tp, attr_name);
+    }
+    Py_INCREF(descr);
+    #if PY_MAJOR_VERSION < 3
+    if (likely(PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_HAVE_CLASS)))
+    #endif
+    {
+        descrgetfunc f = Py_TYPE(descr)->tp_descr_get;
+        if (unlikely(f)) {
+            PyObject *res = f(descr, obj, (PyObject *)tp);
+            Py_DECREF(descr);
+            return res;
+        }
+    }
+    return descr;
+}
+#endif
+
+/* PyObject_GenericGetAttr */
+#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
+static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name) {
+    if (unlikely(Py_TYPE(obj)->tp_dictoffset)) {
+        return PyObject_GenericGetAttr(obj, attr_name);
+    }
+    return __Pyx_PyObject_GenericGetAttrNoDict(obj, attr_name);
+}
+#endif
+
+/* PyObjectGetAttrStrNoError */
+static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) {
+    __Pyx_PyThreadState_declare
+    __Pyx_PyThreadState_assign
+    if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
+        __Pyx_PyErr_Clear();
+}
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) {
+    PyObject *result;
+#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS && PY_VERSION_HEX >= 0x030700B1
+    PyTypeObject* tp = Py_TYPE(obj);
+    if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) {
+        return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1);
+    }
+#endif
+    result = __Pyx_PyObject_GetAttrStr(obj, attr_name);
+    if (unlikely(!result)) {
+        __Pyx_PyObject_GetAttrStr_ClearAttributeError();
+    }
+    return result;
+}
+
+/* SetupReduce */
+static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) {
+  int ret;
+  PyObject *name_attr;
+  name_attr = __Pyx_PyObject_GetAttrStr(meth, __pyx_n_s_name);
+  if (likely(name_attr)) {
+      ret = PyObject_RichCompareBool(name_attr, name, Py_EQ);
+  } else {
+      ret = -1;
+  }
+  if (unlikely(ret < 0)) {
+      PyErr_Clear();
+      ret = 0;
+  }
+  Py_XDECREF(name_attr);
+  return ret;
+}
+static int __Pyx_setup_reduce(PyObject* type_obj) {
+    int ret = 0;
+    PyObject *object_reduce = NULL;
+    PyObject *object_getstate = NULL;
+    PyObject *object_reduce_ex = NULL;
+    PyObject *reduce = NULL;
+    PyObject *reduce_ex = NULL;
+    PyObject *reduce_cython = NULL;
+    PyObject *setstate = NULL;
+    PyObject *setstate_cython = NULL;
+    PyObject *getstate = NULL;
+#if CYTHON_USE_PYTYPE_LOOKUP
+    getstate = _PyType_Lookup((PyTypeObject*)type_obj, __pyx_n_s_getstate);
+#else
+    getstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_getstate);
+    if (!getstate && PyErr_Occurred()) {
+        goto __PYX_BAD;
+    }
+#endif
+    if (getstate) {
+#if CYTHON_USE_PYTYPE_LOOKUP
+        object_getstate = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_getstate);
+#else
+        object_getstate = __Pyx_PyObject_GetAttrStrNoError((PyObject*)&PyBaseObject_Type, __pyx_n_s_getstate);
+        if (!object_getstate && PyErr_Occurred()) {
+            goto __PYX_BAD;
+        }
+#endif
+        if (object_getstate != getstate) {
+            goto __PYX_GOOD;
+        }
+    }
+#if CYTHON_USE_PYTYPE_LOOKUP
+    object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
+#else
+    object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
+#endif
+    reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce_ex); if (unlikely(!reduce_ex)) goto __PYX_BAD;
+    if (reduce_ex == object_reduce_ex) {
+#if CYTHON_USE_PYTYPE_LOOKUP
+        object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
+#else
+        object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
+#endif
+        reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce); if (unlikely(!reduce)) goto __PYX_BAD;
+        if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_n_s_reduce_cython)) {
+            reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_reduce_cython);
+            if (likely(reduce_cython)) {
+                ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
+                ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
+            } else if (reduce == object_reduce || PyErr_Occurred()) {
+                goto __PYX_BAD;
+            }
+            setstate = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_setstate);
+            if (!setstate) PyErr_Clear();
+            if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_n_s_setstate_cython)) {
+                setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_setstate_cython);
+                if (likely(setstate_cython)) {
+                    ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
+                    ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
+                } else if (!setstate || PyErr_Occurred()) {
+                    goto __PYX_BAD;
+                }
+            }
+            PyType_Modified((PyTypeObject*)type_obj);
+        }
+    }
+    goto __PYX_GOOD;
+__PYX_BAD:
+    if (!PyErr_Occurred())
+        PyErr_Format(PyExc_RuntimeError, "Unable to initialize pickling for %s", ((PyTypeObject*)type_obj)->tp_name);
+    ret = -1;
+__PYX_GOOD:
+#if !CYTHON_USE_PYTYPE_LOOKUP
+    Py_XDECREF(object_reduce);
+    Py_XDECREF(object_reduce_ex);
+    Py_XDECREF(object_getstate);
+    Py_XDECREF(getstate);
+#endif
+    Py_XDECREF(reduce);
+    Py_XDECREF(reduce_ex);
+    Py_XDECREF(reduce_cython);
+    Py_XDECREF(setstate);
+    Py_XDECREF(setstate_cython);
+    return ret;
+}
+
+/* SetVTable */
+static int __Pyx_SetVtable(PyObject *dict, void *vtable) {
+#if PY_VERSION_HEX >= 0x02070000
+    PyObject *ob = PyCapsule_New(vtable, 0, 0);
+#else
+    PyObject *ob = PyCObject_FromVoidPtr(vtable, 0);
+#endif
+    if (!ob)
+        goto bad;
+    if (PyDict_SetItem(dict, __pyx_n_s_pyx_vtable, ob) < 0)
+        goto bad;
+    Py_DECREF(ob);
+    return 0;
+bad:
+    Py_XDECREF(ob);
+    return -1;
+}
+
+/* TypeImport */
+#ifndef __PYX_HAVE_RT_ImportType
+#define __PYX_HAVE_RT_ImportType
+static PyTypeObject *__Pyx_ImportType(PyObject *module, const char *module_name, const char *class_name,
+    size_t size, enum __Pyx_ImportType_CheckSize check_size)
+{
+    PyObject *result = 0;
+    char warning[200];
+    Py_ssize_t basicsize;
+#ifdef Py_LIMITED_API
+    PyObject *py_basicsize;
+#endif
+    result = PyObject_GetAttrString(module, class_name);
+    if (!result)
+        goto bad;
+    if (!PyType_Check(result)) {
+        PyErr_Format(PyExc_TypeError,
+            "%.200s.%.200s is not a type object",
+            module_name, class_name);
+        goto bad;
+    }
+#ifndef Py_LIMITED_API
+    basicsize = ((PyTypeObject *)result)->tp_basicsize;
+#else
+    py_basicsize = PyObject_GetAttrString(result, "__basicsize__");
+    if (!py_basicsize)
+        goto bad;
+    basicsize = PyLong_AsSsize_t(py_basicsize);
+    Py_DECREF(py_basicsize);
+    py_basicsize = 0;
+    if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred())
+        goto bad;
+#endif
+    if ((size_t)basicsize < size) {
+        PyErr_Format(PyExc_ValueError,
+            "%.200s.%.200s size changed, may indicate binary incompatibility. "
+            "Expected %zd from C header, got %zd from PyObject",
+            module_name, class_name, size, basicsize);
+        goto bad;
+    }
+    if (check_size == __Pyx_ImportType_CheckSize_Error && (size_t)basicsize != size) {
+        PyErr_Format(PyExc_ValueError,
+            "%.200s.%.200s size changed, may indicate binary incompatibility. "
+            "Expected %zd from C header, got %zd from PyObject",
+            module_name, class_name, size, basicsize);
+        goto bad;
+    }
+    else if (check_size == __Pyx_ImportType_CheckSize_Warn && (size_t)basicsize > size) {
+        PyOS_snprintf(warning, sizeof(warning),
+            "%s.%s size changed, may indicate binary incompatibility. "
+            "Expected %zd from C header, got %zd from PyObject",
+            module_name, class_name, size, basicsize);
+        if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
+    }
+    return (PyTypeObject *)result;
+bad:
+    Py_XDECREF(result);
+    return NULL;
+}
+#endif
+
+/* CLineInTraceback */
+#ifndef CYTHON_CLINE_IN_TRACEBACK
+static int __Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState *tstate, int c_line) {
+    PyObject *use_cline;
+    PyObject *ptype, *pvalue, *ptraceback;
+#if CYTHON_COMPILING_IN_CPYTHON
+    PyObject **cython_runtime_dict;
+#endif
+    if (unlikely(!__pyx_cython_runtime)) {
+        return c_line;
+    }
+    __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
+#if CYTHON_COMPILING_IN_CPYTHON
+    cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime);
+    if (likely(cython_runtime_dict)) {
+        __PYX_PY_DICT_LOOKUP_IF_MODIFIED(
+            use_cline, *cython_runtime_dict,
+            __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback))
+    } else
+#endif
+    {
+      PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback);
+      if (use_cline_obj) {
+        use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True;
+        Py_DECREF(use_cline_obj);
+      } else {
+        PyErr_Clear();
+        use_cline = NULL;
+      }
+    }
+    if (!use_cline) {
+        c_line = 0;
+        (void) PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False);
+    }
+    else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
+        c_line = 0;
+    }
+    __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
+    return c_line;
+}
+#endif
+
+/* CodeObjectCache */
+static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
+    int start = 0, mid = 0, end = count - 1;
+    if (end >= 0 && code_line > entries[end].code_line) {
+        return count;
+    }
+    while (start < end) {
+        mid = start + (end - start) / 2;
+        if (code_line < entries[mid].code_line) {
+            end = mid;
+        } else if (code_line > entries[mid].code_line) {
+             start = mid + 1;
+        } else {
+            return mid;
+        }
+    }
+    if (code_line <= entries[mid].code_line) {
+        return mid;
+    } else {
+        return mid + 1;
+    }
+}
+static PyCodeObject *__pyx_find_code_object(int code_line) {
+    PyCodeObject* code_object;
+    int pos;
+    if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
+        return NULL;
+    }
+    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
+    if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
+        return NULL;
+    }
+    code_object = __pyx_code_cache.entries[pos].code_object;
+    Py_INCREF(code_object);
+    return code_object;
+}
+static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
+    int pos, i;
+    __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
+    if (unlikely(!code_line)) {
+        return;
+    }
+    if (unlikely(!entries)) {
+        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
+        if (likely(entries)) {
+            __pyx_code_cache.entries = entries;
+            __pyx_code_cache.max_count = 64;
+            __pyx_code_cache.count = 1;
+            entries[0].code_line = code_line;
+            entries[0].code_object = code_object;
+            Py_INCREF(code_object);
+        }
+        return;
+    }
+    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
+    if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
+        PyCodeObject* tmp = entries[pos].code_object;
+        entries[pos].code_object = code_object;
+        Py_DECREF(tmp);
+        return;
+    }
+    if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
+        int new_max = __pyx_code_cache.max_count + 64;
+        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
+            __pyx_code_cache.entries, ((size_t)new_max) * sizeof(__Pyx_CodeObjectCacheEntry));
+        if (unlikely(!entries)) {
+            return;
+        }
+        __pyx_code_cache.entries = entries;
+        __pyx_code_cache.max_count = new_max;
+    }
+    for (i=__pyx_code_cache.count; i>pos; i--) {
+        entries[i] = entries[i-1];
+    }
+    entries[pos].code_line = code_line;
+    entries[pos].code_object = code_object;
+    __pyx_code_cache.count++;
+    Py_INCREF(code_object);
+}
+
+/* AddTraceback */
+#include "compile.h"
+#include "frameobject.h"
+#include "traceback.h"
+#if PY_VERSION_HEX >= 0x030b00a6
+  #ifndef Py_BUILD_CORE
+    #define Py_BUILD_CORE 1
+  #endif
+  #include "internal/pycore_frame.h"
+#endif
+static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
+            const char *funcname, int c_line,
+            int py_line, const char *filename) {
+    PyCodeObject *py_code = NULL;
+    PyObject *py_funcname = NULL;
+    #if PY_MAJOR_VERSION < 3
+    PyObject *py_srcfile = NULL;
+    py_srcfile = PyString_FromString(filename);
+    if (!py_srcfile) goto bad;
+    #endif
+    if (c_line) {
+        #if PY_MAJOR_VERSION < 3
+        py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
+        if (!py_funcname) goto bad;
+        #else
+        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
+        if (!py_funcname) goto bad;
+        funcname = PyUnicode_AsUTF8(py_funcname);
+        if (!funcname) goto bad;
+        #endif
+    }
+    else {
+        #if PY_MAJOR_VERSION < 3
+        py_funcname = PyString_FromString(funcname);
+        if (!py_funcname) goto bad;
+        #endif
+    }
+    #if PY_MAJOR_VERSION < 3
+    py_code = __Pyx_PyCode_New(
+        0,
+        0,
+        0,
+        0,
+        0,
+        __pyx_empty_bytes, /*PyObject *code,*/
+        __pyx_empty_tuple, /*PyObject *consts,*/
+        __pyx_empty_tuple, /*PyObject *names,*/
+        __pyx_empty_tuple, /*PyObject *varnames,*/
+        __pyx_empty_tuple, /*PyObject *freevars,*/
+        __pyx_empty_tuple, /*PyObject *cellvars,*/
+        py_srcfile,   /*PyObject *filename,*/
+        py_funcname,  /*PyObject *name,*/
+        py_line,
+        __pyx_empty_bytes  /*PyObject *lnotab*/
+    );
+    Py_DECREF(py_srcfile);
+    #else
+    py_code = PyCode_NewEmpty(filename, funcname, py_line);
+    #endif
+    Py_XDECREF(py_funcname);  // XDECREF since it's only set on Py3 if cline
+    return py_code;
+bad:
+    Py_XDECREF(py_funcname);
+    #if PY_MAJOR_VERSION < 3
+    Py_XDECREF(py_srcfile);
+    #endif
+    return NULL;
+}
+static void __Pyx_AddTraceback(const char *funcname, int c_line,
+                               int py_line, const char *filename) {
+    PyCodeObject *py_code = 0;
+    PyFrameObject *py_frame = 0;
+    PyThreadState *tstate = __Pyx_PyThreadState_Current;
+    PyObject *ptype, *pvalue, *ptraceback;
+    if (c_line) {
+        c_line = __Pyx_CLineForTraceback(tstate, c_line);
+    }
+    py_code = __pyx_find_code_object(c_line ? -c_line : py_line);
+    if (!py_code) {
+        __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
+        py_code = __Pyx_CreateCodeObjectForTraceback(
+            funcname, c_line, py_line, filename);
+        if (!py_code) {
+            /* If the code object creation fails, then we should clear the
+               fetched exception references and propagate the new exception */
+            Py_XDECREF(ptype);
+            Py_XDECREF(pvalue);
+            Py_XDECREF(ptraceback);
+            goto bad;
+        }
+        __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
+        __pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
+    }
+    py_frame = PyFrame_New(
+        tstate,            /*PyThreadState *tstate,*/
+        py_code,           /*PyCodeObject *code,*/
+        __pyx_d,    /*PyObject *globals,*/
+        0                  /*PyObject *locals*/
+    );
+    if (!py_frame) goto bad;
+    __Pyx_PyFrame_SetLineNumber(py_frame, py_line);
+    PyTraceBack_Here(py_frame);
+bad:
+    Py_XDECREF(py_code);
+    Py_XDECREF(py_frame);
+}
+
+/* CIntFromPyVerify */
+#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\
+    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0)
+#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\
+    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1)
+#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\
+    {\
+        func_type value = func_value;\
+        if (sizeof(target_type) < sizeof(func_type)) {\
+            if (unlikely(value != (func_type) (target_type) value)) {\
+                func_type zero = 0;\
+                if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\
+                    return (target_type) -1;\
+                if (is_unsigned && unlikely(value < zero))\
+                    goto raise_neg_overflow;\
+                else\
+                    goto raise_overflow;\
+            }\
+        }\
+        return (target_type) value;\
+    }
+
+/* CIntToPy */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+    const int neg_one = (int) -1, const_zero = (int) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+    const int is_unsigned = neg_one > const_zero;
+    if (is_unsigned) {
+        if (sizeof(int) < sizeof(long)) {
+            return PyInt_FromLong((long) value);
+        } else if (sizeof(int) <= sizeof(unsigned long)) {
+            return PyLong_FromUnsignedLong((unsigned long) value);
+#ifdef HAVE_LONG_LONG
+        } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
+            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
+#endif
+        }
+    } else {
+        if (sizeof(int) <= sizeof(long)) {
+            return PyInt_FromLong((long) value);
+#ifdef HAVE_LONG_LONG
+        } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
+            return PyLong_FromLongLong((PY_LONG_LONG) value);
+#endif
+        }
+    }
+    {
+        int one = 1; int little = (int)*(unsigned char *)&one;
+        unsigned char *bytes = (unsigned char *)&value;
+        return _PyLong_FromByteArray(bytes, sizeof(int),
+                                     little, !is_unsigned);
+    }
+}
+
+/* CIntFromPy */
+static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+    const int neg_one = (int) -1, const_zero = (int) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+    const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+    if (likely(PyInt_Check(x))) {
+        if (sizeof(int) < sizeof(long)) {
+            __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x))
+        } else {
+            long val = PyInt_AS_LONG(x);
+            if (is_unsigned && unlikely(val < 0)) {
+                goto raise_neg_overflow;
+            }
+            return (int) val;
+        }
+    } else
+#endif
+    if (likely(PyLong_Check(x))) {
+        if (is_unsigned) {
+#if CYTHON_USE_PYLONG_INTERNALS
+            const digit* digits = ((PyLongObject*)x)->ob_digit;
+            switch (Py_SIZE(x)) {
+                case  0: return (int) 0;
+                case  1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0])
+                case 2:
+                    if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) {
+                            return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
+                        }
+                    }
+                    break;
+                case 3:
+                    if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) {
+                            return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
+                        }
+                    }
+                    break;
+                case 4:
+                    if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) {
+                            return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
+                        }
+                    }
+                    break;
+            }
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON
+            if (unlikely(Py_SIZE(x) < 0)) {
+                goto raise_neg_overflow;
+            }
+#else
+            {
+                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
+                if (unlikely(result < 0))
+                    return (int) -1;
+                if (unlikely(result == 1))
+                    goto raise_neg_overflow;
+            }
+#endif
+            if (sizeof(int) <= sizeof(unsigned long)) {
+                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x))
+#ifdef HAVE_LONG_LONG
+            } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
+                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
+#endif
+            }
+        } else {
+#if CYTHON_USE_PYLONG_INTERNALS
+            const digit* digits = ((PyLongObject*)x)->ob_digit;
+            switch (Py_SIZE(x)) {
+                case  0: return (int) 0;
+                case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0]))
+                case  1: __PYX_VERIFY_RETURN_INT(int,  digit, +digits[0])
+                case -2:
+                    if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
+                            return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                        }
+                    }
+                    break;
+                case 2:
+                    if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
+                            return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                        }
+                    }
+                    break;
+                case -3:
+                    if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
+                            return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                        }
+                    }
+                    break;
+                case 3:
+                    if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
+                            return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                        }
+                    }
+                    break;
+                case -4:
+                    if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
+                            return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                        }
+                    }
+                    break;
+                case 4:
+                    if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
+                            return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                        }
+                    }
+                    break;
+            }
+#endif
+            if (sizeof(int) <= sizeof(long)) {
+                __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x))
+#ifdef HAVE_LONG_LONG
+            } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
+                __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x))
+#endif
+            }
+        }
+        {
+#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
+            PyErr_SetString(PyExc_RuntimeError,
+                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
+#else
+            int val;
+            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
+ #if PY_MAJOR_VERSION < 3
+            if (likely(v) && !PyLong_Check(v)) {
+                PyObject *tmp = v;
+                v = PyNumber_Long(tmp);
+                Py_DECREF(tmp);
+            }
+ #endif
+            if (likely(v)) {
+                int one = 1; int is_little = (int)*(unsigned char *)&one;
+                unsigned char *bytes = (unsigned char *)&val;
+                int ret = _PyLong_AsByteArray((PyLongObject *)v,
+                                              bytes, sizeof(val),
+                                              is_little, !is_unsigned);
+                Py_DECREF(v);
+                if (likely(!ret))
+                    return val;
+            }
+#endif
+            return (int) -1;
+        }
+    } else {
+        int val;
+        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
+        if (!tmp) return (int) -1;
+        val = __Pyx_PyInt_As_int(tmp);
+        Py_DECREF(tmp);
+        return val;
+    }
+raise_overflow:
+    PyErr_SetString(PyExc_OverflowError,
+        "value too large to convert to int");
+    return (int) -1;
+raise_neg_overflow:
+    PyErr_SetString(PyExc_OverflowError,
+        "can't convert negative value to int");
+    return (int) -1;
+}
+
+/* CIntFromPy */
+static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+    const long neg_one = (long) -1, const_zero = (long) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+    const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+    if (likely(PyInt_Check(x))) {
+        if (sizeof(long) < sizeof(long)) {
+            __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x))
+        } else {
+            long val = PyInt_AS_LONG(x);
+            if (is_unsigned && unlikely(val < 0)) {
+                goto raise_neg_overflow;
+            }
+            return (long) val;
+        }
+    } else
+#endif
+    if (likely(PyLong_Check(x))) {
+        if (is_unsigned) {
+#if CYTHON_USE_PYLONG_INTERNALS
+            const digit* digits = ((PyLongObject*)x)->ob_digit;
+            switch (Py_SIZE(x)) {
+                case  0: return (long) 0;
+                case  1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0])
+                case 2:
+                    if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) {
+                            return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
+                        }
+                    }
+                    break;
+                case 3:
+                    if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) {
+                            return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
+                        }
+                    }
+                    break;
+                case 4:
+                    if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) {
+                            return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
+                        }
+                    }
+                    break;
+            }
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON
+            if (unlikely(Py_SIZE(x) < 0)) {
+                goto raise_neg_overflow;
+            }
+#else
+            {
+                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
+                if (unlikely(result < 0))
+                    return (long) -1;
+                if (unlikely(result == 1))
+                    goto raise_neg_overflow;
+            }
+#endif
+            if (sizeof(long) <= sizeof(unsigned long)) {
+                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x))
+#ifdef HAVE_LONG_LONG
+            } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
+                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
+#endif
+            }
+        } else {
+#if CYTHON_USE_PYLONG_INTERNALS
+            const digit* digits = ((PyLongObject*)x)->ob_digit;
+            switch (Py_SIZE(x)) {
+                case  0: return (long) 0;
+                case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0]))
+                case  1: __PYX_VERIFY_RETURN_INT(long,  digit, +digits[0])
+                case -2:
+                    if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
+                            return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                        }
+                    }
+                    break;
+                case 2:
+                    if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
+                            return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                        }
+                    }
+                    break;
+                case -3:
+                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
+                            return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                        }
+                    }
+                    break;
+                case 3:
+                    if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
+                            return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                        }
+                    }
+                    break;
+                case -4:
+                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
+                            return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                        }
+                    }
+                    break;
+                case 4:
+                    if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
+                            return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                        }
+                    }
+                    break;
+            }
+#endif
+            if (sizeof(long) <= sizeof(long)) {
+                __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x))
+#ifdef HAVE_LONG_LONG
+            } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
+                __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x))
+#endif
+            }
+        }
+        {
+#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
+            PyErr_SetString(PyExc_RuntimeError,
+                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
+#else
+            long val;
+            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
+ #if PY_MAJOR_VERSION < 3
+            if (likely(v) && !PyLong_Check(v)) {
+                PyObject *tmp = v;
+                v = PyNumber_Long(tmp);
+                Py_DECREF(tmp);
+            }
+ #endif
+            if (likely(v)) {
+                int one = 1; int is_little = (int)*(unsigned char *)&one;
+                unsigned char *bytes = (unsigned char *)&val;
+                int ret = _PyLong_AsByteArray((PyLongObject *)v,
+                                              bytes, sizeof(val),
+                                              is_little, !is_unsigned);
+                Py_DECREF(v);
+                if (likely(!ret))
+                    return val;
+            }
+#endif
+            return (long) -1;
+        }
+    } else {
+        long val;
+        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
+        if (!tmp) return (long) -1;
+        val = __Pyx_PyInt_As_long(tmp);
+        Py_DECREF(tmp);
+        return val;
+    }
+raise_overflow:
+    PyErr_SetString(PyExc_OverflowError,
+        "value too large to convert to long");
+    return (long) -1;
+raise_neg_overflow:
+    PyErr_SetString(PyExc_OverflowError,
+        "can't convert negative value to long");
+    return (long) -1;
+}
+
+/* CIntToPy */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+    const long neg_one = (long) -1, const_zero = (long) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+    const int is_unsigned = neg_one > const_zero;
+    if (is_unsigned) {
+        if (sizeof(long) < sizeof(long)) {
+            return PyInt_FromLong((long) value);
+        } else if (sizeof(long) <= sizeof(unsigned long)) {
+            return PyLong_FromUnsignedLong((unsigned long) value);
+#ifdef HAVE_LONG_LONG
+        } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
+            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
+#endif
+        }
+    } else {
+        if (sizeof(long) <= sizeof(long)) {
+            return PyInt_FromLong((long) value);
+#ifdef HAVE_LONG_LONG
+        } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
+            return PyLong_FromLongLong((PY_LONG_LONG) value);
+#endif
+        }
+    }
+    {
+        int one = 1; int little = (int)*(unsigned char *)&one;
+        unsigned char *bytes = (unsigned char *)&value;
+        return _PyLong_FromByteArray(bytes, sizeof(long),
+                                     little, !is_unsigned);
+    }
+}
+
+/* FastTypeChecks */
+#if CYTHON_COMPILING_IN_CPYTHON
+static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) {
+    while (a) {
+        a = a->tp_base;
+        if (a == b)
+            return 1;
+    }
+    return b == &PyBaseObject_Type;
+}
+static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) {
+    PyObject *mro;
+    if (a == b) return 1;
+    mro = a->tp_mro;
+    if (likely(mro)) {
+        Py_ssize_t i, n;
+        n = PyTuple_GET_SIZE(mro);
+        for (i = 0; i < n; i++) {
+            if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b)
+                return 1;
+        }
+        return 0;
+    }
+    return __Pyx_InBases(a, b);
+}
+#if PY_MAJOR_VERSION == 2
+static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) {
+    PyObject *exception, *value, *tb;
+    int res;
+    __Pyx_PyThreadState_declare
+    __Pyx_PyThreadState_assign
+    __Pyx_ErrFetch(&exception, &value, &tb);
+    res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0;
+    if (unlikely(res == -1)) {
+        PyErr_WriteUnraisable(err);
+        res = 0;
+    }
+    if (!res) {
+        res = PyObject_IsSubclass(err, exc_type2);
+        if (unlikely(res == -1)) {
+            PyErr_WriteUnraisable(err);
+            res = 0;
+        }
+    }
+    __Pyx_ErrRestore(exception, value, tb);
+    return res;
+}
+#else
+static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) {
+    int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type1) : 0;
+    if (!res) {
+        res = __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
+    }
+    return res;
+}
+#endif
+static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
+    Py_ssize_t i, n;
+    assert(PyExceptionClass_Check(exc_type));
+    n = PyTuple_GET_SIZE(tuple);
+#if PY_MAJOR_VERSION >= 3
+    for (i=0; i<n; i++) {
+        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
+    }
+#endif
+    for (i=0; i<n; i++) {
+        PyObject *t = PyTuple_GET_ITEM(tuple, i);
+        #if PY_MAJOR_VERSION < 3
+        if (likely(exc_type == t)) return 1;
+        #endif
+        if (likely(PyExceptionClass_Check(t))) {
+            if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1;
+        } else {
+        }
+    }
+    return 0;
+}
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject* exc_type) {
+    if (likely(err == exc_type)) return 1;
+    if (likely(PyExceptionClass_Check(err))) {
+        if (likely(PyExceptionClass_Check(exc_type))) {
+            return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type);
+        } else if (likely(PyTuple_Check(exc_type))) {
+            return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type);
+        } else {
+        }
+    }
+    return PyErr_GivenExceptionMatches(err, exc_type);
+}
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *exc_type1, PyObject *exc_type2) {
+    assert(PyExceptionClass_Check(exc_type1));
+    assert(PyExceptionClass_Check(exc_type2));
+    if (likely(err == exc_type1 || err == exc_type2)) return 1;
+    if (likely(PyExceptionClass_Check(err))) {
+        return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2);
+    }
+    return (PyErr_GivenExceptionMatches(err, exc_type1) || PyErr_GivenExceptionMatches(err, exc_type2));
+}
+#endif
+
+/* CheckBinaryVersion */
+static int __Pyx_check_binary_version(void) {
+    char ctversion[5];
+    int same=1, i, found_dot;
+    const char* rt_from_call = Py_GetVersion();
+    PyOS_snprintf(ctversion, 5, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
+    found_dot = 0;
+    for (i = 0; i < 4; i++) {
+        if (!ctversion[i]) {
+            same = (rt_from_call[i] < '0' || rt_from_call[i] > '9');
+            break;
+        }
+        if (rt_from_call[i] != ctversion[i]) {
+            same = 0;
+            break;
+        }
+    }
+    if (!same) {
+        char rtversion[5] = {'\0'};
+        char message[200];
+        for (i=0; i<4; ++i) {
+            if (rt_from_call[i] == '.') {
+                if (found_dot) break;
+                found_dot = 1;
+            } else if (rt_from_call[i] < '0' || rt_from_call[i] > '9') {
+                break;
+            }
+            rtversion[i] = rt_from_call[i];
+        }
+        PyOS_snprintf(message, sizeof(message),
+                      "compiletime version %s of module '%.100s' "
+                      "does not match runtime version %s",
+                      ctversion, __Pyx_MODULE_NAME, rtversion);
+        return PyErr_WarnEx(NULL, message, 1);
+    }
+    return 0;
+}
+
+/* InitStrings */
+static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
+    while (t->p) {
+        #if PY_MAJOR_VERSION < 3
+        if (t->is_unicode) {
+            *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
+        } else if (t->intern) {
+            *t->p = PyString_InternFromString(t->s);
+        } else {
+            *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
+        }
+        #else
+        if (t->is_unicode | t->is_str) {
+            if (t->intern) {
+                *t->p = PyUnicode_InternFromString(t->s);
+            } else if (t->encoding) {
+                *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
+            } else {
+                *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
+            }
+        } else {
+            *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
+        }
+        #endif
+        if (!*t->p)
+            return -1;
+        if (PyObject_Hash(*t->p) == -1)
+            return -1;
+        ++t;
+    }
+    return 0;
+}
+
+static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
+    return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str));
+}
+static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) {
+    Py_ssize_t ignore;
+    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
+}
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+#if !CYTHON_PEP393_ENABLED
+static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
+    char* defenc_c;
+    PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
+    if (!defenc) return NULL;
+    defenc_c = PyBytes_AS_STRING(defenc);
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+    {
+        char* end = defenc_c + PyBytes_GET_SIZE(defenc);
+        char* c;
+        for (c = defenc_c; c < end; c++) {
+            if ((unsigned char) (*c) >= 128) {
+                PyUnicode_AsASCIIString(o);
+                return NULL;
+            }
+        }
+    }
+#endif
+    *length = PyBytes_GET_SIZE(defenc);
+    return defenc_c;
+}
+#else
+static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
+    if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+    if (likely(PyUnicode_IS_ASCII(o))) {
+        *length = PyUnicode_GET_LENGTH(o);
+        return PyUnicode_AsUTF8(o);
+    } else {
+        PyUnicode_AsASCIIString(o);
+        return NULL;
+    }
+#else
+    return PyUnicode_AsUTF8AndSize(o, length);
+#endif
+}
+#endif
+#endif
+static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+    if (
+#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+            __Pyx_sys_getdefaultencoding_not_ascii &&
+#endif
+            PyUnicode_Check(o)) {
+        return __Pyx_PyUnicode_AsStringAndSize(o, length);
+    } else
+#endif
+#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
+    if (PyByteArray_Check(o)) {
+        *length = PyByteArray_GET_SIZE(o);
+        return PyByteArray_AS_STRING(o);
+    } else
+#endif
+    {
+        char* result;
+        int r = PyBytes_AsStringAndSize(o, &result, length);
+        if (unlikely(r < 0)) {
+            return NULL;
+        } else {
+            return result;
+        }
+    }
+}
+static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
+   int is_true = x == Py_True;
+   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
+   else return PyObject_IsTrue(x);
+}
+static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) {
+    int retval;
+    if (unlikely(!x)) return -1;
+    retval = __Pyx_PyObject_IsTrue(x);
+    Py_DECREF(x);
+    return retval;
+}
+static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) {
+#if PY_MAJOR_VERSION >= 3
+    if (PyLong_Check(result)) {
+        if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1,
+                "__int__ returned non-int (type %.200s).  "
+                "The ability to return an instance of a strict subclass of int "
+                "is deprecated, and may be removed in a future version of Python.",
+                Py_TYPE(result)->tp_name)) {
+            Py_DECREF(result);
+            return NULL;
+        }
+        return result;
+    }
+#endif
+    PyErr_Format(PyExc_TypeError,
+                 "__%.4s__ returned non-%.4s (type %.200s)",
+                 type_name, type_name, Py_TYPE(result)->tp_name);
+    Py_DECREF(result);
+    return NULL;
+}
+static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) {
+#if CYTHON_USE_TYPE_SLOTS
+  PyNumberMethods *m;
+#endif
+  const char *name = NULL;
+  PyObject *res = NULL;
+#if PY_MAJOR_VERSION < 3
+  if (likely(PyInt_Check(x) || PyLong_Check(x)))
+#else
+  if (likely(PyLong_Check(x)))
+#endif
+    return __Pyx_NewRef(x);
+#if CYTHON_USE_TYPE_SLOTS
+  m = Py_TYPE(x)->tp_as_number;
+  #if PY_MAJOR_VERSION < 3
+  if (m && m->nb_int) {
+    name = "int";
+    res = m->nb_int(x);
+  }
+  else if (m && m->nb_long) {
+    name = "long";
+    res = m->nb_long(x);
+  }
+  #else
+  if (likely(m && m->nb_int)) {
+    name = "int";
+    res = m->nb_int(x);
+  }
+  #endif
+#else
+  if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) {
+    res = PyNumber_Int(x);
+  }
+#endif
+  if (likely(res)) {
+#if PY_MAJOR_VERSION < 3
+    if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) {
+#else
+    if (unlikely(!PyLong_CheckExact(res))) {
+#endif
+        return __Pyx_PyNumber_IntOrLongWrongResultType(res, name);
+    }
+  }
+  else if (!PyErr_Occurred()) {
+    PyErr_SetString(PyExc_TypeError,
+                    "an integer is required");
+  }
+  return res;
+}
+static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
+  Py_ssize_t ival;
+  PyObject *x;
+#if PY_MAJOR_VERSION < 3
+  if (likely(PyInt_CheckExact(b))) {
+    if (sizeof(Py_ssize_t) >= sizeof(long))
+        return PyInt_AS_LONG(b);
+    else
+        return PyInt_AsSsize_t(b);
+  }
+#endif
+  if (likely(PyLong_CheckExact(b))) {
+    #if CYTHON_USE_PYLONG_INTERNALS
+    const digit* digits = ((PyLongObject*)b)->ob_digit;
+    const Py_ssize_t size = Py_SIZE(b);
+    if (likely(__Pyx_sst_abs(size) <= 1)) {
+        ival = likely(size) ? digits[0] : 0;
+        if (size == -1) ival = -ival;
+        return ival;
+    } else {
+      switch (size) {
+         case 2:
+           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
+             return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case -2:
+           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
+             return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case 3:
+           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
+             return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case -3:
+           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
+             return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case 4:
+           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
+             return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case -4:
+           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
+             return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+      }
+    }
+    #endif
+    return PyLong_AsSsize_t(b);
+  }
+  x = PyNumber_Index(b);
+  if (!x) return -1;
+  ival = PyInt_AsSsize_t(x);
+  Py_DECREF(x);
+  return ival;
+}
+static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) {
+  if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) {
+    return (Py_hash_t) __Pyx_PyIndex_AsSsize_t(o);
+#if PY_MAJOR_VERSION < 3
+  } else if (likely(PyInt_CheckExact(o))) {
+    return PyInt_AS_LONG(o);
+#endif
+  } else {
+    Py_ssize_t ival;
+    PyObject *x;
+    x = PyNumber_Index(o);
+    if (!x) return -1;
+    ival = PyInt_AsLong(x);
+    Py_DECREF(x);
+    return ival;
+  }
+}
+static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) {
+  return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False);
+}
+static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
+    return PyInt_FromSize_t(ival);
+}
+
+
+#endif /* Py_PYTHON_H */
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython.cpython-38-x86_64-linux-gnu.so b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython.cpython-38-x86_64-linux-gnu.so
new file mode 100755
index 0000000..988a729
Binary files /dev/null and b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython.cpython-38-x86_64-linux-gnu.so differ
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython.pxd b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython.pxd
new file mode 100644
index 0000000..51bb495
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython.pxd
@@ -0,0 +1,27 @@
+cdef class PyDBAdditionalThreadInfo:
+    cdef public int pydev_state
+    cdef public object pydev_step_stop # Actually, it's a frame or None
+    cdef public int pydev_original_step_cmd
+    cdef public int pydev_step_cmd
+    cdef public bint pydev_notify_kill
+    cdef public object pydev_smart_step_stop # Actually, it's a frame or None
+    cdef public bint pydev_django_resolve_frame
+    cdef public object pydev_call_from_jinja2
+    cdef public object pydev_call_inside_jinja2
+    cdef public int is_tracing
+    cdef public tuple conditional_breakpoint_exception
+    cdef public str pydev_message
+    cdef public int suspend_type
+    cdef public int pydev_next_line
+    cdef public str pydev_func_name
+    cdef public bint suspended_at_unhandled
+    cdef public str trace_suspend_type
+    cdef public object top_level_thread_tracer_no_back_frames
+    cdef public object top_level_thread_tracer_unhandled
+    cdef public object thread_tracer
+    cdef public object step_in_initial_location
+    cdef public int pydev_smart_parent_offset
+    cdef public int pydev_smart_child_offset
+    cdef public tuple pydev_smart_step_into_variants
+    cdef public dict target_id_to_smart_step_into_variant
+    cdef public bint pydev_use_scoped_step_frame
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython.pyx b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython.pyx
new file mode 100644
index 0000000..da21f49
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython.pyx
@@ -0,0 +1,1870 @@
+from __future__ import print_function
+
+# Important: Autogenerated file.
+
+# DO NOT edit manually!
+# DO NOT edit manually!
+from _pydevd_bundle.pydevd_constants import (STATE_RUN, PYTHON_SUSPEND, SUPPORT_GEVENT, ForkSafeLock,
+    _current_frames)
+from _pydev_bundle import pydev_log
+# IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+pydev_log.debug("Using Cython speedups")
+# ELSE
+# from _pydevd_bundle.pydevd_frame import PyDBFrame
+# ENDIF
+
+version = 11
+
+
+#=======================================================================================================================
+# PyDBAdditionalThreadInfo
+#=======================================================================================================================
+# IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+cdef class PyDBAdditionalThreadInfo:
+# ELSE
+# class PyDBAdditionalThreadInfo(object):
+# ENDIF
+
+    # Note: the params in cython are declared in pydevd_cython.pxd.
+    # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+    # ELSE
+#     __slots__ = [
+#         'pydev_state',
+#         'pydev_step_stop',
+#         'pydev_original_step_cmd',
+#         'pydev_step_cmd',
+#         'pydev_notify_kill',
+#         'pydev_django_resolve_frame',
+#         'pydev_call_from_jinja2',
+#         'pydev_call_inside_jinja2',
+#         'is_tracing',
+#         'conditional_breakpoint_exception',
+#         'pydev_message',
+#         'suspend_type',
+#         'pydev_next_line',
+#         'pydev_func_name',
+#         'suspended_at_unhandled',
+#         'trace_suspend_type',
+#         'top_level_thread_tracer_no_back_frames',
+#         'top_level_thread_tracer_unhandled',
+#         'thread_tracer',
+#         'step_in_initial_location',
+# 
+#         # Used for CMD_SMART_STEP_INTO (to know which smart step into variant to use)
+#         'pydev_smart_parent_offset',
+#         'pydev_smart_child_offset',
+# 
+#         # Used for CMD_SMART_STEP_INTO (list[_pydevd_bundle.pydevd_bytecode_utils.Variant])
+#         # Filled when the cmd_get_smart_step_into_variants is requested (so, this is a copy
+#         # of the last request for a given thread and pydev_smart_parent_offset/pydev_smart_child_offset relies on it).
+#         'pydev_smart_step_into_variants',
+#         'target_id_to_smart_step_into_variant',
+# 
+#         'pydev_use_scoped_step_frame',
+#     ]
+    # ENDIF
+
+    def __init__(self):
+        self.pydev_state = STATE_RUN  # STATE_RUN or STATE_SUSPEND
+        self.pydev_step_stop = None
+
+        # Note: we have `pydev_original_step_cmd` and `pydev_step_cmd` because the original is to
+        # say the action that started it and the other is to say what's the current tracing behavior
+        # (because it's possible that we start with a step over but may have to switch to a
+        # different step strategy -- for instance, if a step over is done and we return the current
+        # method the strategy is changed to a step in).
+
+        self.pydev_original_step_cmd = -1  # Something as CMD_STEP_INTO, CMD_STEP_OVER, etc.
+        self.pydev_step_cmd = -1  # Something as CMD_STEP_INTO, CMD_STEP_OVER, etc.
+
+        self.pydev_notify_kill = False
+        self.pydev_django_resolve_frame = False
+        self.pydev_call_from_jinja2 = None
+        self.pydev_call_inside_jinja2 = None
+        self.is_tracing = 0
+        self.conditional_breakpoint_exception = None
+        self.pydev_message = ''
+        self.suspend_type = PYTHON_SUSPEND
+        self.pydev_next_line = -1
+        self.pydev_func_name = '.invalid.'  # Must match the type in cython
+        self.suspended_at_unhandled = False
+        self.trace_suspend_type = 'trace'  # 'trace' or 'frame_eval'
+        self.top_level_thread_tracer_no_back_frames = []
+        self.top_level_thread_tracer_unhandled = None
+        self.thread_tracer = None
+        self.step_in_initial_location = None
+        self.pydev_smart_parent_offset = -1
+        self.pydev_smart_child_offset = -1
+        self.pydev_smart_step_into_variants = ()
+        self.target_id_to_smart_step_into_variant = {}
+
+        # Flag to indicate ipython use-case where each line will be executed as a call/line/return
+        # in a new new frame but in practice we want to consider each new frame as if it was all
+        # part of the same frame.
+        #
+        # In practice this means that a step over shouldn't revert to a step in and we need some
+        # special logic to know when we should stop in a step over as we need to consider 2
+        # different frames as being equal if they're logically the continuation of a frame
+        # being executed by ipython line by line.
+        #
+        # See: https://github.com/microsoft/debugpy/issues/869#issuecomment-1132141003
+        self.pydev_use_scoped_step_frame = False
+
+    def get_topmost_frame(self, thread):
+        '''
+        Gets the topmost frame for the given thread. Note that it may be None
+        and callers should remove the reference to the frame as soon as possible
+        to avoid disturbing user code.
+        '''
+        # sys._current_frames(): dictionary with thread id -> topmost frame
+        current_frames = _current_frames()
+        topmost_frame = current_frames.get(thread.ident)
+        if topmost_frame is None:
+            # Note: this is expected for dummy threads (so, getting the topmost frame should be
+            # treated as optional).
+            pydev_log.info(
+                'Unable to get topmost frame for thread: %s, thread.ident: %s, id(thread): %s\nCurrent frames: %s.\n'
+                'GEVENT_SUPPORT: %s',
+                thread,
+                thread.ident,
+                id(thread),
+                current_frames,
+                SUPPORT_GEVENT,
+            )
+
+        return topmost_frame
+
+    def __str__(self):
+        return 'State:%s Stop:%s Cmd: %s Kill:%s' % (
+            self.pydev_state, self.pydev_step_stop, self.pydev_step_cmd, self.pydev_notify_kill)
+
+
+_set_additional_thread_info_lock = ForkSafeLock()
+
+
+def set_additional_thread_info(thread):
+    try:
+        additional_info = thread.additional_info
+        if additional_info is None:
+            raise AttributeError()
+    except:
+        with _set_additional_thread_info_lock:
+            # If it's not there, set it within a lock to avoid any racing
+            # conditions.
+            additional_info = getattr(thread, 'additional_info', None)
+            if additional_info is None:
+                additional_info = PyDBAdditionalThreadInfo()
+            thread.additional_info = additional_info
+
+    return additional_info
+import linecache
+import os.path
+import re
+
+from _pydev_bundle import pydev_log
+from _pydevd_bundle import pydevd_dont_trace
+from _pydevd_bundle.pydevd_constants import (RETURN_VALUES_DICT, NO_FTRACE,
+    EXCEPTION_TYPE_HANDLED, EXCEPTION_TYPE_USER_UNHANDLED, PYDEVD_IPYTHON_CONTEXT)
+from _pydevd_bundle.pydevd_frame_utils import add_exception_to_frame, just_raised, remove_exception_from_frame, ignore_exception_trace
+from _pydevd_bundle.pydevd_utils import get_clsname_for_code
+from pydevd_file_utils import get_abs_path_real_path_and_base_from_frame
+from _pydevd_bundle.pydevd_comm_constants import constant_to_str, CMD_SET_FUNCTION_BREAK
+try:
+    from _pydevd_bundle.pydevd_bytecode_utils import get_smart_step_into_variant_from_frame_offset
+except ImportError:
+
+    def get_smart_step_into_variant_from_frame_offset(*args, **kwargs):
+        return None
+
+# IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+# ELSE
+# # Note: those are now inlined on cython.
+# 107 = 107
+# 144 = 144
+# 109 = 109
+# 160 = 160
+# 108 = 108
+# 159 = 159
+# 137 = 137
+# 111 = 111
+# 128 = 128
+# 206 = 206
+# 1 = 1
+# 2 = 2
+# ENDIF
+
+basename = os.path.basename
+
+IGNORE_EXCEPTION_TAG = re.compile('[^#]*#.*@IgnoreException')
+DEBUG_START = ('pydevd.py', 'run')
+DEBUG_START_PY3K = ('_pydev_execfile.py', 'execfile')
+TRACE_PROPERTY = 'pydevd_traceproperty.py'
+
+import dis
+
+try:
+    StopAsyncIteration
+except NameError:
+    StopAsyncIteration = StopIteration
+
+
+# IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+cdef is_unhandled_exception(container_obj, py_db, frame, int last_raise_line, set raise_lines):
+# ELSE
+# def is_unhandled_exception(container_obj, py_db, frame, last_raise_line, raise_lines):
+# ENDIF
+    if frame.f_lineno in raise_lines:
+        return True
+
+    else:
+        try_except_infos = container_obj.try_except_infos
+        if try_except_infos is None:
+            container_obj.try_except_infos = try_except_infos = py_db.collect_try_except_info(frame.f_code)
+
+        if not try_except_infos:
+            # Consider the last exception as unhandled because there's no try..except in it.
+            return True
+        else:
+            # Now, consider only the try..except for the raise
+            valid_try_except_infos = []
+            for try_except_info in try_except_infos:
+                if try_except_info.is_line_in_try_block(last_raise_line):
+                    valid_try_except_infos.append(try_except_info)
+
+            if not valid_try_except_infos:
+                return True
+
+            else:
+                # Note: check all, not only the "valid" ones to cover the case
+                # in "tests_python.test_tracing_on_top_level.raise_unhandled10"
+                # where one try..except is inside the other with only a raise
+                # and it's gotten in the except line.
+                for try_except_info in try_except_infos:
+                    if try_except_info.is_line_in_except_block(frame.f_lineno):
+                        if (
+                                frame.f_lineno == try_except_info.except_line or
+                                frame.f_lineno in try_except_info.raise_lines_in_except
+                            ):
+                            # In a raise inside a try..except block or some except which doesn't
+                            # match the raised exception.
+                            return True
+    return False
+
+
+# IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+cdef class _TryExceptContainerObj:
+    cdef public list try_except_infos;
+    def __init__(self):
+        self.try_except_infos = None
+# ELSE
+# class _TryExceptContainerObj(object):
+#     '''
+#     A dumb container object just to containe the try..except info when needed. Meant to be
+#     persisent among multiple PyDBFrames to the same code object.
+#     '''
+#     try_except_infos = None
+# ENDIF
+
+
+#=======================================================================================================================
+# PyDBFrame
+#=======================================================================================================================
+# IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+cdef class PyDBFrame:
+# ELSE
+# class PyDBFrame:
+#     '''This makes the tracing for a given frame, so, the trace_dispatch
+#     is used initially when we enter into a new context ('call') and then
+#     is reused for the entire context.
+#     '''
+# ENDIF
+
+    # Note: class (and not instance) attributes.
+
+    # Same thing in the main debugger but only considering the file contents, while the one in the main debugger
+    # considers the user input (so, the actual result must be a join of both).
+    filename_to_lines_where_exceptions_are_ignored = {}
+    filename_to_stat_info = {}
+
+    # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+    cdef tuple _args
+    cdef int should_skip
+    cdef object exc_info
+    def __init__(self, tuple args):
+        self._args = args # In the cython version we don't need to pass the frame
+        self.should_skip = -1  # On cythonized version, put in instance.
+        self.exc_info = ()
+    # ELSE
+#     should_skip = -1  # Default value in class (put in instance on set).
+#     exc_info = ()  # Default value in class (put in instance on set).
+# 
+#     def __init__(self, args):
+#         # args = main_debugger, abs_path_canonical_path_and_base, base, info, t, frame
+#         # yeap, much faster than putting in self and then getting it from self later on
+#         self._args = args
+    # ENDIF
+
+    def set_suspend(self, *args, **kwargs):
+        self._args[0].set_suspend(*args, **kwargs)
+
+    def do_wait_suspend(self, *args, **kwargs):
+        self._args[0].do_wait_suspend(*args, **kwargs)
+
+    # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+    def trace_exception(self, frame, str event, arg):
+        cdef bint should_stop;
+        cdef tuple exc_info;
+    # ELSE
+#     def trace_exception(self, frame, event, arg):
+    # ENDIF
+        if event == 'exception':
+            should_stop, frame = self._should_stop_on_exception(frame, event, arg)
+
+            if should_stop:
+                if self._handle_exception(frame, event, arg, EXCEPTION_TYPE_HANDLED):
+                    return self.trace_dispatch
+
+        elif event == 'return':
+            exc_info = self.exc_info
+            if exc_info and arg is None:
+                frame_skips_cache, frame_cache_key = self._args[4], self._args[5]
+                custom_key = (frame_cache_key, 'try_exc_info')
+                container_obj = frame_skips_cache.get(custom_key)
+                if container_obj is None:
+                    container_obj = frame_skips_cache[custom_key] = _TryExceptContainerObj()
+                if is_unhandled_exception(container_obj, self._args[0], frame, exc_info[1], exc_info[2]) and \
+                        self.handle_user_exception(frame):
+                    return self.trace_dispatch
+
+        return self.trace_exception
+
+    # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+    cdef _should_stop_on_exception(self, frame, str event, arg):
+        cdef PyDBAdditionalThreadInfo info;
+        cdef bint should_stop;
+        cdef bint was_just_raised;
+        cdef list check_excs;
+    # ELSE
+#     def _should_stop_on_exception(self, frame, event, arg):
+    # ENDIF
+
+        # main_debugger, _filename, info, _thread = self._args
+        main_debugger = self._args[0]
+        info = self._args[2]
+        should_stop = False
+
+        # 2 = 2
+        if info.pydev_state != 2:  # and breakpoint is not None:
+            exception, value, trace = arg
+
+            if trace is not None and hasattr(trace, 'tb_next'):
+                # on jython trace is None on the first event and it may not have a tb_next.
+
+                should_stop = False
+                exception_breakpoint = None
+                try:
+                    if main_debugger.plugin is not None:
+                        result = main_debugger.plugin.exception_break(main_debugger, self, frame, self._args, arg)
+                        if result:
+                            should_stop, frame = result
+                except:
+                    pydev_log.exception()
+
+                if not should_stop:
+                    # Apply checks that don't need the exception breakpoint (where we shouldn't ever stop).
+                    if exception == SystemExit and main_debugger.ignore_system_exit_code(value):
+                        pass
+
+                    elif exception in (GeneratorExit, StopIteration, StopAsyncIteration):
+                        # These exceptions are control-flow related (they work as a generator
+                        # pause), so, we shouldn't stop on them.
+                        pass
+
+                    elif ignore_exception_trace(trace):
+                        pass
+
+                    else:
+                        was_just_raised = trace.tb_next is None
+
+                        # It was not handled by any plugin, lets check exception breakpoints.
+                        check_excs = []
+
+                        # Note: check user unhandled before regular exceptions.
+                        exc_break_user = main_debugger.get_exception_breakpoint(
+                            exception, main_debugger.break_on_user_uncaught_exceptions)
+                        if exc_break_user is not None:
+                            check_excs.append((exc_break_user, True))
+
+                        exc_break_caught = main_debugger.get_exception_breakpoint(
+                            exception, main_debugger.break_on_caught_exceptions)
+                        if exc_break_caught is not None:
+                            check_excs.append((exc_break_caught, False))
+
+                        for exc_break, is_user_uncaught in check_excs:
+                            # Initially mark that it should stop and then go into exclusions.
+                            should_stop = True
+
+                            if main_debugger.exclude_exception_by_filter(exc_break, trace):
+                                pydev_log.debug("Ignore exception %s in library %s -- (%s)" % (exception, frame.f_code.co_filename, frame.f_code.co_name))
+                                should_stop = False
+
+                            elif exc_break.condition is not None and \
+                                    not main_debugger.handle_breakpoint_condition(info, exc_break, frame):
+                                should_stop = False
+
+                            elif is_user_uncaught:
+                                # Note: we don't stop here, we just collect the exc_info to use later on...
+                                should_stop = False
+                                if not main_debugger.apply_files_filter(frame, frame.f_code.co_filename, True) \
+                                        and (frame.f_back is None or main_debugger.apply_files_filter(frame.f_back, frame.f_back.f_code.co_filename, True)):
+                                    # User uncaught means that we're currently in user code but the code
+                                    # up the stack is library code.
+                                    exc_info = self.exc_info
+                                    if not exc_info:
+                                        exc_info = (arg, frame.f_lineno, set([frame.f_lineno]))
+                                    else:
+                                        lines = exc_info[2]
+                                        lines.add(frame.f_lineno)
+                                        exc_info = (arg, frame.f_lineno, lines)
+                                    self.exc_info = exc_info
+                            else:
+                                # I.e.: these are only checked if we're not dealing with user uncaught exceptions.
+                                if exc_break.notify_on_first_raise_only and main_debugger.skip_on_exceptions_thrown_in_same_context \
+                                        and not was_just_raised and not just_raised(trace.tb_next):
+                                    # In this case we never stop if it was just raised, so, to know if it was the first we
+                                    # need to check if we're in the 2nd method.
+                                    should_stop = False  # I.e.: we stop only when we're at the caller of a method that throws an exception
+
+                                elif exc_break.notify_on_first_raise_only and not main_debugger.skip_on_exceptions_thrown_in_same_context \
+                                        and not was_just_raised:
+                                    should_stop = False  # I.e.: we stop only when it was just raised
+
+                                elif was_just_raised and main_debugger.skip_on_exceptions_thrown_in_same_context:
+                                    # Option: Don't break if an exception is caught in the same function from which it is thrown
+                                    should_stop = False
+
+                            if should_stop:
+                                exception_breakpoint = exc_break
+                                try:
+                                    info.pydev_message = exc_break.qname
+                                except:
+                                    info.pydev_message = exc_break.qname.encode('utf-8')
+                                break
+
+                if should_stop:
+                    # Always add exception to frame (must remove later after we proceed).
+                    add_exception_to_frame(frame, (exception, value, trace))
+
+                    if exception_breakpoint is not None and exception_breakpoint.expression is not None:
+                        main_debugger.handle_breakpoint_expression(exception_breakpoint, info, frame)
+
+        return should_stop, frame
+
+    def handle_user_exception(self, frame):
+        exc_info = self.exc_info
+        if exc_info:
+            return self._handle_exception(frame, 'exception', exc_info[0], EXCEPTION_TYPE_USER_UNHANDLED)
+        return False
+
+    # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+    cdef _handle_exception(self, frame, str event, arg, str exception_type):
+        cdef bint stopped;
+        cdef tuple abs_real_path_and_base;
+        cdef str absolute_filename;
+        cdef str canonical_normalized_filename;
+        cdef dict filename_to_lines_where_exceptions_are_ignored;
+        cdef dict lines_ignored;
+        cdef dict frame_id_to_frame;
+        cdef dict merged;
+        cdef object trace_obj;
+        cdef object main_debugger;
+    # ELSE
+#     def _handle_exception(self, frame, event, arg, exception_type):
+    # ENDIF
+        stopped = False
+        try:
+            # print('_handle_exception', frame.f_lineno, frame.f_code.co_name)
+
+            # We have 3 things in arg: exception type, description, traceback object
+            trace_obj = arg[2]
+            main_debugger = self._args[0]
+
+            initial_trace_obj = trace_obj
+            if trace_obj.tb_next is None and trace_obj.tb_frame is frame:
+                # I.e.: tb_next should be only None in the context it was thrown (trace_obj.tb_frame is frame is just a double check).
+                pass
+            else:
+                # Get the trace_obj from where the exception was raised...
+                while trace_obj.tb_next is not None:
+                    trace_obj = trace_obj.tb_next
+
+            if main_debugger.ignore_exceptions_thrown_in_lines_with_ignore_exception:
+                for check_trace_obj in (initial_trace_obj, trace_obj):
+                    abs_real_path_and_base = get_abs_path_real_path_and_base_from_frame(check_trace_obj.tb_frame)
+                    absolute_filename = abs_real_path_and_base[0]
+                    canonical_normalized_filename = abs_real_path_and_base[1]
+
+                    filename_to_lines_where_exceptions_are_ignored = self.filename_to_lines_where_exceptions_are_ignored
+
+                    lines_ignored = filename_to_lines_where_exceptions_are_ignored.get(canonical_normalized_filename)
+                    if lines_ignored is None:
+                        lines_ignored = filename_to_lines_where_exceptions_are_ignored[canonical_normalized_filename] = {}
+
+                    try:
+                        curr_stat = os.stat(absolute_filename)
+                        curr_stat = (curr_stat.st_size, curr_stat.st_mtime)
+                    except:
+                        curr_stat = None
+
+                    last_stat = self.filename_to_stat_info.get(absolute_filename)
+                    if last_stat != curr_stat:
+                        self.filename_to_stat_info[absolute_filename] = curr_stat
+                        lines_ignored.clear()
+                        try:
+                            linecache.checkcache(absolute_filename)
+                        except:
+                            pydev_log.exception('Error in linecache.checkcache(%r)', absolute_filename)
+
+                    from_user_input = main_debugger.filename_to_lines_where_exceptions_are_ignored.get(canonical_normalized_filename)
+                    if from_user_input:
+                        merged = {}
+                        merged.update(lines_ignored)
+                        # Override what we have with the related entries that the user entered
+                        merged.update(from_user_input)
+                    else:
+                        merged = lines_ignored
+
+                    exc_lineno = check_trace_obj.tb_lineno
+
+                    # print ('lines ignored', lines_ignored)
+                    # print ('user input', from_user_input)
+                    # print ('merged', merged, 'curr', exc_lineno)
+
+                    if exc_lineno not in merged:  # Note: check on merged but update lines_ignored.
+                        try:
+                            line = linecache.getline(absolute_filename, exc_lineno, check_trace_obj.tb_frame.f_globals)
+                        except:
+                            pydev_log.exception('Error in linecache.getline(%r, %s, f_globals)', absolute_filename, exc_lineno)
+                            line = ''
+
+                        if IGNORE_EXCEPTION_TAG.match(line) is not None:
+                            lines_ignored[exc_lineno] = 1
+                            return False
+                        else:
+                            # Put in the cache saying not to ignore
+                            lines_ignored[exc_lineno] = 0
+                    else:
+                        # Ok, dict has it already cached, so, let's check it...
+                        if merged.get(exc_lineno, 0):
+                            return False
+
+            thread = self._args[3]
+
+            try:
+                frame_id_to_frame = {}
+                frame_id_to_frame[id(frame)] = frame
+                f = trace_obj.tb_frame
+                while f is not None:
+                    frame_id_to_frame[id(f)] = f
+                    f = f.f_back
+                f = None
+
+                stopped = True
+                main_debugger.send_caught_exception_stack(thread, arg, id(frame))
+                try:
+                    self.set_suspend(thread, 137)
+                    self.do_wait_suspend(thread, frame, event, arg, exception_type=exception_type)
+                finally:
+                    main_debugger.send_caught_exception_stack_proceeded(thread)
+            except:
+                pydev_log.exception()
+
+            main_debugger.set_trace_for_frame_and_parents(frame)
+        finally:
+            # Make sure the user cannot see the '__exception__' we added after we leave the suspend state.
+            remove_exception_from_frame(frame)
+            # Clear some local variables...
+            frame = None
+            trace_obj = None
+            initial_trace_obj = None
+            check_trace_obj = None
+            f = None
+            frame_id_to_frame = None
+            main_debugger = None
+            thread = None
+
+        return stopped
+
+    # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+    cdef get_func_name(self, frame):
+        cdef str func_name
+    # ELSE
+#     def get_func_name(self, frame):
+    # ENDIF
+        code_obj = frame.f_code
+        func_name = code_obj.co_name
+        try:
+            cls_name = get_clsname_for_code(code_obj, frame)
+            if cls_name is not None:
+                return "%s.%s" % (cls_name, func_name)
+            else:
+                return func_name
+        except:
+            pydev_log.exception()
+            return func_name
+
+    # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+    cdef _show_return_values(self, frame, arg):
+    # ELSE
+#     def _show_return_values(self, frame, arg):
+    # ENDIF
+        try:
+            try:
+                f_locals_back = getattr(frame.f_back, "f_locals", None)
+                if f_locals_back is not None:
+                    return_values_dict = f_locals_back.get(RETURN_VALUES_DICT, None)
+                    if return_values_dict is None:
+                        return_values_dict = {}
+                        f_locals_back[RETURN_VALUES_DICT] = return_values_dict
+                    name = self.get_func_name(frame)
+                    return_values_dict[name] = arg
+            except:
+                pydev_log.exception()
+        finally:
+            f_locals_back = None
+
+    # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+    cdef _remove_return_values(self, main_debugger, frame):
+    # ELSE
+#     def _remove_return_values(self, main_debugger, frame):
+    # ENDIF
+        try:
+            try:
+                # Showing return values was turned off, we should remove them from locals dict.
+                # The values can be in the current frame or in the back one
+                frame.f_locals.pop(RETURN_VALUES_DICT, None)
+
+                f_locals_back = getattr(frame.f_back, "f_locals", None)
+                if f_locals_back is not None:
+                    f_locals_back.pop(RETURN_VALUES_DICT, None)
+            except:
+                pydev_log.exception()
+        finally:
+            f_locals_back = None
+
+    # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+    cdef _get_unfiltered_back_frame(self, main_debugger, frame):
+    # ELSE
+#     def _get_unfiltered_back_frame(self, main_debugger, frame):
+    # ENDIF
+        f = frame.f_back
+        while f is not None:
+            if not main_debugger.is_files_filter_enabled:
+                return f
+
+            else:
+                if main_debugger.apply_files_filter(f, f.f_code.co_filename, False):
+                    f = f.f_back
+
+                else:
+                    return f
+
+        return f
+
+    # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+    cdef _is_same_frame(self, target_frame, current_frame):
+        cdef PyDBAdditionalThreadInfo info;
+    # ELSE
+#     def _is_same_frame(self, target_frame, current_frame):
+    # ENDIF
+        if target_frame is current_frame:
+            return True
+
+        info = self._args[2]
+        if info.pydev_use_scoped_step_frame:
+            # If using scoped step we don't check the target, we just need to check
+            # if the current matches the same heuristic where the target was defined.
+            if target_frame is not None and current_frame is not None:
+                if target_frame.f_code.co_filename == current_frame.f_code.co_filename:
+                    # The co_name may be different (it may include the line number), but
+                    # the filename must still be the same.
+                    f = current_frame.f_back
+                    if f is not None and f.f_code.co_name == PYDEVD_IPYTHON_CONTEXT[1]:
+                        f = f.f_back
+                        if f is not None and f.f_code.co_name == PYDEVD_IPYTHON_CONTEXT[2]:
+                            return True
+
+        return False
+
+    # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+    cpdef trace_dispatch(self, frame, str event, arg):
+        cdef tuple abs_path_canonical_path_and_base;
+        cdef bint is_exception_event;
+        cdef bint has_exception_breakpoints;
+        cdef bint can_skip;
+        cdef bint stop;
+        cdef PyDBAdditionalThreadInfo info;
+        cdef int step_cmd;
+        cdef int line;
+        cdef bint is_line;
+        cdef bint is_call;
+        cdef bint is_return;
+        cdef bint should_stop;
+        cdef dict breakpoints_for_file;
+        cdef dict stop_info;
+        cdef str curr_func_name;
+        cdef bint exist_result;
+        cdef dict frame_skips_cache;
+        cdef object frame_cache_key;
+        cdef tuple line_cache_key;
+        cdef int breakpoints_in_line_cache;
+        cdef int breakpoints_in_frame_cache;
+        cdef bint has_breakpoint_in_frame;
+        cdef bint is_coroutine_or_generator;
+        cdef int bp_line;
+        cdef object bp;
+        cdef int pydev_smart_parent_offset
+        cdef int pydev_smart_child_offset
+        cdef tuple pydev_smart_step_into_variants
+    # ELSE
+#     def trace_dispatch(self, frame, event, arg):
+    # ENDIF
+        # Note: this is a big function because most of the logic related to hitting a breakpoint and
+        # stepping is contained in it. Ideally this could be split among multiple functions, but the
+        # problem in this case is that in pure-python function calls are expensive and even more so
+        # when tracing is on (because each function call will get an additional tracing call). We
+        # try to address this by using the info.is_tracing for the fastest possible return, but the
+        # cost is still high (maybe we could use code-generation in the future and make the code
+        # generation be better split among what each part does).
+
+        # DEBUG = '_debugger_case_generator.py' in frame.f_code.co_filename
+        main_debugger, abs_path_canonical_path_and_base, info, thread, frame_skips_cache, frame_cache_key = self._args
+        # if DEBUG: print('frame trace_dispatch %s %s %s %s %s %s, stop: %s' % (frame.f_lineno, frame.f_code.co_name, frame.f_code.co_filename, event, constant_to_str(info.pydev_step_cmd), arg, info.pydev_step_stop))
+        try:
+            info.is_tracing += 1
+
+            # TODO: This shouldn't be needed. The fact that frame.f_lineno
+            # is None seems like a bug in Python 3.11.
+            # Reported in: https://github.com/python/cpython/issues/94485
+            line = frame.f_lineno or 0  # Workaround or case where frame.f_lineno is None
+            line_cache_key = (frame_cache_key, line)
+
+            if main_debugger.pydb_disposed:
+                return None if event == 'call' else NO_FTRACE
+
+            plugin_manager = main_debugger.plugin
+            has_exception_breakpoints = (
+                main_debugger.break_on_caught_exceptions
+                or main_debugger.break_on_user_uncaught_exceptions
+                or main_debugger.has_plugin_exception_breaks)
+
+            stop_frame = info.pydev_step_stop
+            step_cmd = info.pydev_step_cmd
+            function_breakpoint_on_call_event = None
+
+            if frame.f_code.co_flags & 0xa0:  # 0xa0 ==  CO_GENERATOR = 0x20 | CO_COROUTINE = 0x80
+                # Dealing with coroutines and generators:
+                # When in a coroutine we change the perceived event to the debugger because
+                # a call, StopIteration exception and return are usually just pausing/unpausing it.
+                if event == 'line':
+                    is_line = True
+                    is_call = False
+                    is_return = False
+                    is_exception_event = False
+
+                elif event == 'return':
+                    is_line = False
+                    is_call = False
+                    is_return = True
+                    is_exception_event = False
+
+                    returns_cache_key = (frame_cache_key, 'returns')
+                    return_lines = frame_skips_cache.get(returns_cache_key)
+                    if return_lines is None:
+                        # Note: we're collecting the return lines by inspecting the bytecode as
+                        # there are multiple returns and multiple stop iterations when awaiting and
+                        # it doesn't give any clear indication when a coroutine or generator is
+                        # finishing or just pausing.
+                        return_lines = set()
+                        for x in main_debugger.collect_return_info(frame.f_code):
+                            # Note: cython does not support closures in cpdefs (so we can't use
+                            # a list comprehension).
+                            return_lines.add(x.return_line)
+
+                        frame_skips_cache[returns_cache_key] = return_lines
+
+                    if line not in return_lines:
+                        # Not really a return (coroutine/generator paused).
+                        return self.trace_dispatch
+                    else:
+                        if self.exc_info:
+                            self.handle_user_exception(frame)
+                            return self.trace_dispatch
+
+                        # Tricky handling: usually when we're on a frame which is about to exit
+                        # we set the step mode to step into, but in this case we'd end up in the
+                        # asyncio internal machinery, which is not what we want, so, we just
+                        # ask the stop frame to be a level up.
+                        #
+                        # Note that there's an issue here which we may want to fix in the future: if
+                        # the back frame is a frame which is filtered, we won't stop properly.
+                        # Solving this may not be trivial as we'd need to put a scope in the step
+                        # in, but we may have to do it anyways to have a step in which doesn't end
+                        # up in asyncio).
+                        #
+                        # Note2: we don't revert to a step in if we're doing scoped stepping
+                        # (because on scoped stepping we're always receiving a call/line/return
+                        # event for each line in ipython, so, we can't revert to step in on return
+                        # as the return shouldn't mean that we've actually completed executing a
+                        # frame in this case).
+                        if stop_frame is frame and not info.pydev_use_scoped_step_frame:
+                            if step_cmd in (108, 159, 107, 144):
+                                f = self._get_unfiltered_back_frame(main_debugger, frame)
+                                if f is not None:
+                                    info.pydev_step_cmd = 206
+                                    info.pydev_step_stop = f
+                                else:
+                                    if step_cmd == 108:
+                                        info.pydev_step_cmd = 107
+                                        info.pydev_step_stop = None
+
+                                    elif step_cmd == 159:
+                                        info.pydev_step_cmd = 144
+                                        info.pydev_step_stop = None
+
+                            elif step_cmd == 206:
+                                # We're exiting this one, so, mark the new coroutine context.
+                                f = self._get_unfiltered_back_frame(main_debugger, frame)
+                                if f is not None:
+                                    info.pydev_step_stop = f
+                                else:
+                                    info.pydev_step_cmd = 107
+                                    info.pydev_step_stop = None
+
+                elif event == 'exception':
+                    breakpoints_for_file = None
+                    if has_exception_breakpoints:
+                        should_stop, frame = self._should_stop_on_exception(frame, event, arg)
+                        if should_stop:
+                            if self._handle_exception(frame, event, arg, EXCEPTION_TYPE_HANDLED):
+                                return self.trace_dispatch
+
+                    return self.trace_dispatch
+                else:
+                    # event == 'call' or event == 'c_XXX'
+                    return self.trace_dispatch
+
+            else:  # Not coroutine nor generator
+                if event == 'line':
+                    is_line = True
+                    is_call = False
+                    is_return = False
+                    is_exception_event = False
+
+                elif event == 'return':
+                    is_line = False
+                    is_return = True
+                    is_call = False
+                    is_exception_event = False
+
+                    # If we are in single step mode and something causes us to exit the current frame, we need to make sure we break
+                    # eventually.  Force the step mode to step into and the step stop frame to None.
+                    # I.e.: F6 in the end of a function should stop in the next possible position (instead of forcing the user
+                    # to make a step in or step over at that location).
+                    # Note: this is especially troublesome when we're skipping code with the
+                    # @DontTrace comment.
+                    if (
+                            stop_frame is frame and
+                            not info.pydev_use_scoped_step_frame and is_return and
+                            step_cmd in (108, 109, 159, 160, 128)
+                        ):
+
+                        if step_cmd in (108, 109, 128):
+                            info.pydev_step_cmd = 107
+                        else:
+                            info.pydev_step_cmd = 144
+                        info.pydev_step_stop = None
+
+                    if self.exc_info:
+                        if self.handle_user_exception(frame):
+                            return self.trace_dispatch
+
+                elif event == 'call':
+                    is_line = False
+                    is_call = True
+                    is_return = False
+                    is_exception_event = False
+                    if frame.f_code.co_firstlineno == frame.f_lineno:  # Check line to deal with async/await.
+                        function_breakpoint_on_call_event = main_debugger.function_breakpoint_name_to_breakpoint.get(frame.f_code.co_name)
+
+                elif event == 'exception':
+                    is_exception_event = True
+                    breakpoints_for_file = None
+                    if has_exception_breakpoints:
+                        should_stop, frame = self._should_stop_on_exception(frame, event, arg)
+                        if should_stop:
+                            if self._handle_exception(frame, event, arg, EXCEPTION_TYPE_HANDLED):
+                                return self.trace_dispatch
+                    is_line = False
+                    is_return = False
+                    is_call = False
+
+                else:
+                    # Unexpected: just keep the same trace func (i.e.: event == 'c_XXX').
+                    return self.trace_dispatch
+
+            if not is_exception_event:
+                breakpoints_for_file = main_debugger.breakpoints.get(abs_path_canonical_path_and_base[1])
+
+                can_skip = False
+
+                if info.pydev_state == 1:  # 1 = 1
+                    # we can skip if:
+                    # - we have no stop marked
+                    # - we should make a step return/step over and we're not in the current frame
+                    # - we're stepping into a coroutine context and we're not in that context
+                    if step_cmd == -1:
+                        can_skip = True
+
+                    elif step_cmd in (108, 109, 159, 160) and not self._is_same_frame(stop_frame, frame):
+                        can_skip = True
+
+                    elif step_cmd == 128 and (
+                            stop_frame is not None and
+                            stop_frame is not frame and
+                            stop_frame is not frame.f_back and
+                            (frame.f_back is None or stop_frame is not frame.f_back.f_back)):
+                        can_skip = True
+
+                    elif step_cmd == 144:
+                        if (
+                            main_debugger.apply_files_filter(frame, frame.f_code.co_filename, True)
+                            and (frame.f_back is None or main_debugger.apply_files_filter(frame.f_back, frame.f_back.f_code.co_filename, True))
+                            ):
+                                can_skip = True
+
+                    elif step_cmd == 206:
+                        f = frame
+                        while f is not None:
+                            if self._is_same_frame(stop_frame, f):
+                                break
+                            f = f.f_back
+                        else:
+                            can_skip = True
+
+                    if can_skip:
+                        if plugin_manager is not None and (
+                                main_debugger.has_plugin_line_breaks or main_debugger.has_plugin_exception_breaks):
+                            can_skip = plugin_manager.can_skip(main_debugger, frame)
+
+                        if can_skip and main_debugger.show_return_values and info.pydev_step_cmd in (108, 159) and self._is_same_frame(stop_frame, frame.f_back):
+                            # trace function for showing return values after step over
+                            can_skip = False
+
+                # Let's check to see if we are in a function that has a breakpoint. If we don't have a breakpoint,
+                # we will return nothing for the next trace
+                # also, after we hit a breakpoint and go to some other debugging state, we have to force the set trace anyway,
+                # so, that's why the additional checks are there.
+
+                if function_breakpoint_on_call_event:
+                    pass  # Do nothing here (just keep on going as we can't skip it).
+
+                elif not breakpoints_for_file:
+                    if can_skip:
+                        if has_exception_breakpoints:
+                            return self.trace_exception
+                        else:
+                            return None if is_call else NO_FTRACE
+
+                else:
+                    # When cached, 0 means we don't have a breakpoint and 1 means we have.
+                    if can_skip:
+                        breakpoints_in_line_cache = frame_skips_cache.get(line_cache_key, -1)
+                        if breakpoints_in_line_cache == 0:
+                            return self.trace_dispatch
+
+                    breakpoints_in_frame_cache = frame_skips_cache.get(frame_cache_key, -1)
+                    if breakpoints_in_frame_cache != -1:
+                        # Gotten from cache.
+                        has_breakpoint_in_frame = breakpoints_in_frame_cache == 1
+
+                    else:
+                        has_breakpoint_in_frame = False
+
+                        try:
+                            func_lines = set()
+                            for offset_and_lineno in dis.findlinestarts(frame.f_code):
+                                func_lines.add(offset_and_lineno[1])
+                        except:
+                            # This is a fallback for implementations where we can't get the function
+                            # lines -- i.e.: jython (in this case clients need to provide the function
+                            # name to decide on the skip or we won't be able to skip the function
+                            # completely).
+
+                            # Checks the breakpoint to see if there is a context match in some function.
+                            curr_func_name = frame.f_code.co_name
+
+                            # global context is set with an empty name
+                            if curr_func_name in ('?', '<module>', '<lambda>'):
+                                curr_func_name = ''
+
+                            for bp in breakpoints_for_file.values():
+                                # will match either global or some function
+                                if bp.func_name in ('None', curr_func_name):
+                                    has_breakpoint_in_frame = True
+                                    break
+                        else:
+                            for bp_line in breakpoints_for_file:  # iterate on keys
+                                if bp_line in func_lines:
+                                    has_breakpoint_in_frame = True
+                                    break
+
+                        # Cache the value (1 or 0 or -1 for default because of cython).
+                        if has_breakpoint_in_frame:
+                            frame_skips_cache[frame_cache_key] = 1
+                        else:
+                            frame_skips_cache[frame_cache_key] = 0
+
+                    if can_skip and not has_breakpoint_in_frame:
+                        if has_exception_breakpoints:
+                            return self.trace_exception
+                        else:
+                            return None if is_call else NO_FTRACE
+
+            # We may have hit a breakpoint or we are already in step mode. Either way, let's check what we should do in this frame
+            # if DEBUG: print('NOT skipped: %s %s %s %s' % (frame.f_lineno, frame.f_code.co_name, event, frame.__class__.__name__))
+
+            try:
+                flag = False
+                # return is not taken into account for breakpoint hit because we'd have a double-hit in this case
+                # (one for the line and the other for the return).
+
+                stop_info = {}
+                breakpoint = None
+                exist_result = False
+                stop = False
+                stop_reason = 111
+                bp_type = None
+
+                if function_breakpoint_on_call_event:
+                    breakpoint = function_breakpoint_on_call_event
+                    stop = True
+                    new_frame = frame
+                    stop_reason = CMD_SET_FUNCTION_BREAK
+
+                elif is_line and info.pydev_state != 2 and breakpoints_for_file is not None and line in breakpoints_for_file:
+                    breakpoint = breakpoints_for_file[line]
+                    new_frame = frame
+                    stop = True
+                    if step_cmd in (108, 159) and (self._is_same_frame(stop_frame, frame) and is_line):
+                        stop = False  # we don't stop on breakpoint if we have to stop by step-over (it will be processed later)
+                elif plugin_manager is not None and main_debugger.has_plugin_line_breaks:
+                    result = plugin_manager.get_breakpoint(main_debugger, self, frame, event, self._args)
+                    if result:
+                        exist_result = True
+                        flag, breakpoint, new_frame, bp_type = result
+
+                if breakpoint:
+                    # ok, hit breakpoint, now, we have to discover if it is a conditional breakpoint
+                    # lets do the conditional stuff here
+                    if breakpoint.expression is not None:
+                        main_debugger.handle_breakpoint_expression(breakpoint, info, new_frame)
+                        if breakpoint.is_logpoint and info.pydev_message is not None and len(info.pydev_message) > 0:
+                            cmd = main_debugger.cmd_factory.make_io_message(info.pydev_message + os.linesep, '1')
+                            main_debugger.writer.add_command(cmd)
+
+                    if stop or exist_result:
+                        eval_result = False
+                        if breakpoint.has_condition:
+                            eval_result = main_debugger.handle_breakpoint_condition(info, breakpoint, new_frame)
+
+                        if breakpoint.has_condition:
+                            if not eval_result:
+                                stop = False
+                        elif breakpoint.is_logpoint:
+                            stop = False
+
+                    if is_call and (frame.f_code.co_name in ('<lambda>', '<module>') or (line == 1 and frame.f_code.co_name.startswith('<cell'))):
+                        # If we find a call for a module, it means that the module is being imported/executed for the
+                        # first time. In this case we have to ignore this hit as it may later duplicated by a
+                        # line event at the same place (so, if there's a module with a print() in the first line
+                        # the user will hit that line twice, which is not what we want).
+                        #
+                        # For lambda, as it only has a single statement, it's not interesting to trace
+                        # its call and later its line event as they're usually in the same line.
+                        #
+                        # For ipython, <cell xxx> may be executed having each line compiled as a new
+                        # module, so it's the same case as <module>.
+
+                        return self.trace_dispatch
+
+                if main_debugger.show_return_values:
+                    if is_return and (
+                            (info.pydev_step_cmd in (108, 159, 128) and (self._is_same_frame(stop_frame, frame.f_back))) or
+                            (info.pydev_step_cmd in (109, 160) and (self._is_same_frame(stop_frame, frame))) or
+                            (info.pydev_step_cmd in (107, 206)) or
+                            (
+                                info.pydev_step_cmd == 144
+                                and frame.f_back is not None
+                                and not main_debugger.apply_files_filter(frame.f_back, frame.f_back.f_code.co_filename, True)
+                            )
+                        ):
+                        self._show_return_values(frame, arg)
+
+                elif main_debugger.remove_return_values_flag:
+                    try:
+                        self._remove_return_values(main_debugger, frame)
+                    finally:
+                        main_debugger.remove_return_values_flag = False
+
+                if stop:
+                    self.set_suspend(
+                        thread,
+                        stop_reason,
+                        suspend_other_threads=breakpoint and breakpoint.suspend_policy == "ALL",
+                    )
+
+                elif flag and plugin_manager is not None:
+                    result = plugin_manager.suspend(main_debugger, thread, frame, bp_type)
+                    if result:
+                        frame = result
+
+                # if thread has a suspend flag, we suspend with a busy wait
+                if info.pydev_state == 2:
+                    self.do_wait_suspend(thread, frame, event, arg)
+                    return self.trace_dispatch
+                else:
+                    if not breakpoint and is_line:
+                        # No stop from anyone and no breakpoint found in line (cache that).
+                        frame_skips_cache[line_cache_key] = 0
+
+            except:
+                pydev_log.exception()
+                raise
+
+            # step handling. We stop when we hit the right frame
+            try:
+                should_skip = 0
+                if pydevd_dont_trace.should_trace_hook is not None:
+                    if self.should_skip == -1:
+                        # I.e.: cache the result on self.should_skip (no need to evaluate the same frame multiple times).
+                        # Note that on a code reload, we won't re-evaluate this because in practice, the frame.f_code
+                        # Which will be handled by this frame is read-only, so, we can cache it safely.
+                        if not pydevd_dont_trace.should_trace_hook(frame, abs_path_canonical_path_and_base[0]):
+                            # -1, 0, 1 to be Cython-friendly
+                            should_skip = self.should_skip = 1
+                        else:
+                            should_skip = self.should_skip = 0
+                    else:
+                        should_skip = self.should_skip
+
+                plugin_stop = False
+                if should_skip:
+                    stop = False
+
+                elif step_cmd in (107, 144, 206):
+                    force_check_project_scope = step_cmd == 144
+                    if is_line:
+                        if not info.pydev_use_scoped_step_frame:
+                            if force_check_project_scope or main_debugger.is_files_filter_enabled:
+                                stop = not main_debugger.apply_files_filter(frame, frame.f_code.co_filename, force_check_project_scope)
+                            else:
+                                stop = True
+                        else:
+                            # We can only stop inside the ipython call.
+                            filename = frame.f_code.co_filename
+                            if filename.endswith('.pyc'):
+                                filename = filename[:-1]
+
+                            if not filename.endswith(PYDEVD_IPYTHON_CONTEXT[0]):
+                                f = frame.f_back
+                                while f is not None:
+                                    if f.f_code.co_name == PYDEVD_IPYTHON_CONTEXT[1]:
+                                        f2 = f.f_back
+                                        if f2 is not None and f2.f_code.co_name == PYDEVD_IPYTHON_CONTEXT[2]:
+                                            pydev_log.debug('Stop inside ipython call')
+                                            stop = True
+                                            break
+                                    f = f.f_back
+
+                                del f
+
+                            if not stop:
+                                # In scoped mode if step in didn't work in this context it won't work
+                                # afterwards anyways.
+                                return None if is_call else NO_FTRACE
+
+                    elif is_return and frame.f_back is not None and not info.pydev_use_scoped_step_frame:
+                        if main_debugger.get_file_type(frame.f_back) == main_debugger.PYDEV_FILE:
+                            stop = False
+                        else:
+                            if force_check_project_scope or main_debugger.is_files_filter_enabled:
+                                stop = not main_debugger.apply_files_filter(frame.f_back, frame.f_back.f_code.co_filename, force_check_project_scope)
+                                if stop:
+                                    # Prevent stopping in a return to the same location we were initially
+                                    # (i.e.: double-stop at the same place due to some filtering).
+                                    if info.step_in_initial_location == (frame.f_back, frame.f_back.f_lineno):
+                                        stop = False
+                            else:
+                                stop = True
+                    else:
+                        stop = False
+
+                    if stop:
+                        if step_cmd == 206:
+                            # i.e.: Check if we're stepping into the proper context.
+                            f = frame
+                            while f is not None:
+                                if self._is_same_frame(stop_frame, f):
+                                    break
+                                f = f.f_back
+                            else:
+                                stop = False
+
+                    if plugin_manager is not None:
+                        result = plugin_manager.cmd_step_into(main_debugger, frame, event, self._args, stop_info, stop)
+                        if result:
+                            stop, plugin_stop = result
+
+                elif step_cmd in (108, 159):
+                    # Note: when dealing with a step over my code it's the same as a step over (the
+                    # difference is that when we return from a frame in one we go to regular step
+                    # into and in the other we go to a step into my code).
+                    stop = self._is_same_frame(stop_frame, frame) and is_line
+                    # Note: don't stop on a return for step over, only for line events
+                    # i.e.: don't stop in: (stop_frame is frame.f_back and is_return) as we'd stop twice in that line.
+
+                    if plugin_manager is not None:
+                        result = plugin_manager.cmd_step_over(main_debugger, frame, event, self._args, stop_info, stop)
+                        if result:
+                            stop, plugin_stop = result
+
+                elif step_cmd == 128:
+                    stop = False
+                    back = frame.f_back
+                    if self._is_same_frame(stop_frame, frame) and is_return:
+                        # We're exiting the smart step into initial frame (so, we probably didn't find our target).
+                        stop = True
+
+                    elif self._is_same_frame(stop_frame, back) and is_line:
+                        if info.pydev_smart_child_offset != -1:
+                            # i.e.: in this case, we're not interested in the pause in the parent, rather
+                            # we're interested in the pause in the child (when the parent is at the proper place).
+                            stop = False
+
+                        else:
+                            pydev_smart_parent_offset = info.pydev_smart_parent_offset
+
+                            pydev_smart_step_into_variants = info.pydev_smart_step_into_variants
+                            if pydev_smart_parent_offset >= 0 and pydev_smart_step_into_variants:
+                                # Preferred mode (when the smart step into variants are available
+                                # and the offset is set).
+                                stop = get_smart_step_into_variant_from_frame_offset(back.f_lasti, pydev_smart_step_into_variants) is \
+                                       get_smart_step_into_variant_from_frame_offset(pydev_smart_parent_offset, pydev_smart_step_into_variants)
+
+                            else:
+                                # Only the name/line is available, so, check that.
+                                curr_func_name = frame.f_code.co_name
+
+                                # global context is set with an empty name
+                                if curr_func_name in ('?', '<module>') or curr_func_name is None:
+                                    curr_func_name = ''
+                                if curr_func_name == info.pydev_func_name and stop_frame.f_lineno == info.pydev_next_line:
+                                    stop = True
+
+                        if not stop:
+                            # In smart step into, if we didn't hit it in this frame once, that'll
+                            # not be the case next time either, so, disable tracing for this frame.
+                            return None if is_call else NO_FTRACE
+
+                    elif back is not None and self._is_same_frame(stop_frame, back.f_back) and is_line:
+                        # Ok, we have to track 2 stops at this point, the parent and the child offset.
+                        # This happens when handling a step into which targets a function inside a list comprehension
+                        # or generator (in which case an intermediary frame is created due to an internal function call).
+                        pydev_smart_parent_offset = info.pydev_smart_parent_offset
+                        pydev_smart_child_offset = info.pydev_smart_child_offset
+                        # print('matched back frame', pydev_smart_parent_offset, pydev_smart_child_offset)
+                        # print('parent f_lasti', back.f_back.f_lasti)
+                        # print('child f_lasti', back.f_lasti)
+                        stop = False
+                        if pydev_smart_child_offset >= 0 and pydev_smart_child_offset >= 0:
+                            pydev_smart_step_into_variants = info.pydev_smart_step_into_variants
+
+                            if pydev_smart_parent_offset >= 0 and pydev_smart_step_into_variants:
+                                # Note that we don't really check the parent offset, only the offset of
+                                # the child (because this is a generator, the parent may have moved forward
+                                # already -- and that's ok, so, we just check that the parent frame
+                                # matches in this case).
+                                smart_step_into_variant = get_smart_step_into_variant_from_frame_offset(pydev_smart_parent_offset, pydev_smart_step_into_variants)
+                                # print('matched parent offset', pydev_smart_parent_offset)
+                                # Ok, now, check the child variant
+                                children_variants = smart_step_into_variant.children_variants
+                                stop = children_variants and (
+                                    get_smart_step_into_variant_from_frame_offset(back.f_lasti, children_variants) is \
+                                    get_smart_step_into_variant_from_frame_offset(pydev_smart_child_offset, children_variants)
+                                )
+                                # print('stop at child', stop)
+
+                        if not stop:
+                            # In smart step into, if we didn't hit it in this frame once, that'll
+                            # not be the case next time either, so, disable tracing for this frame.
+                            return None if is_call else NO_FTRACE
+
+                elif step_cmd in (109, 160):
+                    stop = is_return and self._is_same_frame(stop_frame, frame)
+
+                else:
+                    stop = False
+
+                if stop and step_cmd != -1 and is_return and hasattr(frame, "f_back"):
+                    f_code = getattr(frame.f_back, 'f_code', None)
+                    if f_code is not None:
+                        if main_debugger.get_file_type(frame.f_back) == main_debugger.PYDEV_FILE:
+                            stop = False
+
+                if plugin_stop:
+                    stopped_on_plugin = plugin_manager.stop(main_debugger, frame, event, self._args, stop_info, arg, step_cmd)
+                elif stop:
+                    if is_line:
+                        self.set_suspend(thread, step_cmd, original_step_cmd=info.pydev_original_step_cmd)
+                        self.do_wait_suspend(thread, frame, event, arg)
+                    elif is_return:  # return event
+                        back = frame.f_back
+                        if back is not None:
+                            # When we get to the pydevd run function, the debugging has actually finished for the main thread
+                            # (note that it can still go on for other threads, but for this one, we just make it finish)
+                            # So, just setting it to None should be OK
+                            back_absolute_filename, _, base = get_abs_path_real_path_and_base_from_frame(back)
+                            if (base, back.f_code.co_name) in (DEBUG_START, DEBUG_START_PY3K):
+                                back = None
+
+                            elif base == TRACE_PROPERTY:
+                                # We dont want to trace the return event of pydevd_traceproperty (custom property for debugging)
+                                # if we're in a return, we want it to appear to the user in the previous frame!
+                                return None if is_call else NO_FTRACE
+
+                            elif pydevd_dont_trace.should_trace_hook is not None:
+                                if not pydevd_dont_trace.should_trace_hook(back, back_absolute_filename):
+                                    # In this case, we'll have to skip the previous one because it shouldn't be traced.
+                                    # Also, we have to reset the tracing, because if the parent's parent (or some
+                                    # other parent) has to be traced and it's not currently, we wouldn't stop where
+                                    # we should anymore (so, a step in/over/return may not stop anywhere if no parent is traced).
+                                    # Related test: _debugger_case17a.py
+                                    main_debugger.set_trace_for_frame_and_parents(back)
+                                    return None if is_call else NO_FTRACE
+
+                        if back is not None:
+                            # if we're in a return, we want it to appear to the user in the previous frame!
+                            self.set_suspend(thread, step_cmd, original_step_cmd=info.pydev_original_step_cmd)
+                            self.do_wait_suspend(thread, back, event, arg)
+                        else:
+                            # in jython we may not have a back frame
+                            info.pydev_step_stop = None
+                            info.pydev_original_step_cmd = -1
+                            info.pydev_step_cmd = -1
+                            info.pydev_state = 1
+
+            except KeyboardInterrupt:
+                raise
+            except:
+                try:
+                    pydev_log.exception()
+                    info.pydev_original_step_cmd = -1
+                    info.pydev_step_cmd = -1
+                    info.pydev_step_stop = None
+                except:
+                    return None if is_call else NO_FTRACE
+
+            # if we are quitting, let's stop the tracing
+            if main_debugger.quitting:
+                return None if is_call else NO_FTRACE
+
+            return self.trace_dispatch
+        finally:
+            info.is_tracing -= 1
+
+        # end trace_dispatch
+from _pydev_bundle.pydev_is_thread_alive import is_thread_alive
+from _pydev_bundle.pydev_log import exception as pydev_log_exception
+from _pydev_bundle._pydev_saved_modules import threading
+from _pydevd_bundle.pydevd_constants import (get_current_thread_id, NO_FTRACE,
+    USE_CUSTOM_SYS_CURRENT_FRAMES_MAP, ForkSafeLock)
+from pydevd_file_utils import get_abs_path_real_path_and_base_from_frame, NORM_PATHS_AND_BASE_CONTAINER
+
+# IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+from cpython.object cimport PyObject
+from cpython.ref cimport Py_INCREF, Py_XDECREF
+# ELSE
+# from _pydevd_bundle.pydevd_frame import PyDBFrame, is_unhandled_exception
+# ENDIF
+
+# IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+cdef dict _global_notify_skipped_step_in
+# ELSE
+# # Note: those are now inlined on cython.
+# 107 = 107
+# 144 = 144
+# 109 = 109
+# 160 = 160
+# ENDIF
+
+# Cache where we should keep that we completely skipped entering some context.
+# It needs to be invalidated when:
+# - Breakpoints are changed
+# It can be used when running regularly (without step over/step in/step return)
+global_cache_skips = {}
+global_cache_frame_skips = {}
+
+_global_notify_skipped_step_in = False
+_global_notify_skipped_step_in_lock = ForkSafeLock()
+
+
+def notify_skipped_step_in_because_of_filters(py_db, frame):
+    global _global_notify_skipped_step_in
+
+    with _global_notify_skipped_step_in_lock:
+        if _global_notify_skipped_step_in:
+            # Check with lock in place (callers should actually have checked
+            # before without the lock in place due to performance).
+            return
+        _global_notify_skipped_step_in = True
+        py_db.notify_skipped_step_in_because_of_filters(frame)
+
+# IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+cdef class SafeCallWrapper:
+    cdef method_object
+    def __init__(self, method_object):
+        self.method_object = method_object
+    def  __call__(self, *args):
+        #Cannot use 'self' once inside the delegate call since we are borrowing the self reference f_trace field
+        #in the frame, and that reference might get destroyed by set trace on frame and parents
+        cdef PyObject* method_obj = <PyObject*> self.method_object
+        Py_INCREF(<object>method_obj)
+        ret = (<object>method_obj)(*args)
+        Py_XDECREF (method_obj)
+        return SafeCallWrapper(ret) if ret is not None else None
+    def  get_method_object(self):
+        return self.method_object
+# ELSE
+# ENDIF
+
+
+def fix_top_level_trace_and_get_trace_func(py_db, frame):
+    # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+    cdef str filename;
+    cdef str name;
+    cdef tuple args;
+    # ENDIF
+
+    # Note: this is always the first entry-point in the tracing for any thread.
+    # After entering here we'll set a new tracing function for this thread
+    # where more information is cached (and will also setup the tracing for
+    # frames where we should deal with unhandled exceptions).
+    thread = None
+    # Cache the frame which should be traced to deal with unhandled exceptions.
+    # (i.e.: thread entry-points).
+
+    f_unhandled = frame
+    # print('called at', f_unhandled.f_code.co_name, f_unhandled.f_code.co_filename, f_unhandled.f_code.co_firstlineno)
+    force_only_unhandled_tracer = False
+    while f_unhandled is not None:
+        # name = splitext(basename(f_unhandled.f_code.co_filename))[0]
+
+        name = f_unhandled.f_code.co_filename
+        # basename
+        i = name.rfind('/')
+        j = name.rfind('\\')
+        if j > i:
+            i = j
+        if i >= 0:
+            name = name[i + 1:]
+        # remove ext
+        i = name.rfind('.')
+        if i >= 0:
+            name = name[:i]
+
+        if name == 'threading':
+            if f_unhandled.f_code.co_name in ('__bootstrap', '_bootstrap'):
+                # We need __bootstrap_inner, not __bootstrap.
+                return None, False
+
+            elif f_unhandled.f_code.co_name in ('__bootstrap_inner', '_bootstrap_inner'):
+                # Note: be careful not to use threading.currentThread to avoid creating a dummy thread.
+                t = f_unhandled.f_locals.get('self')
+                force_only_unhandled_tracer = True
+                if t is not None and isinstance(t, threading.Thread):
+                    thread = t
+                    break
+
+        elif name == 'pydev_monkey':
+            if f_unhandled.f_code.co_name == '__call__':
+                force_only_unhandled_tracer = True
+                break
+
+        elif name == 'pydevd':
+            if f_unhandled.f_code.co_name in ('run', 'main'):
+                # We need to get to _exec
+                return None, False
+
+            if f_unhandled.f_code.co_name == '_exec':
+                force_only_unhandled_tracer = True
+                break
+
+        elif name == 'pydevd_tracing':
+            return None, False
+
+        elif f_unhandled.f_back is None:
+            break
+
+        f_unhandled = f_unhandled.f_back
+
+    if thread is None:
+        # Important: don't call threadingCurrentThread if we're in the threading module
+        # to avoid creating dummy threads.
+        if py_db.threading_get_ident is not None:
+            thread = py_db.threading_active.get(py_db.threading_get_ident())
+            if thread is None:
+                return None, False
+        else:
+            # Jython does not have threading.get_ident().
+            thread = py_db.threading_current_thread()
+
+    if getattr(thread, 'pydev_do_not_trace', None):
+        py_db.disable_tracing()
+        return None, False
+
+    try:
+        additional_info = thread.additional_info
+        if additional_info is None:
+            raise AttributeError()
+    except:
+        additional_info = py_db.set_additional_thread_info(thread)
+
+    # print('enter thread tracer', thread, get_current_thread_id(thread))
+    args = (py_db, thread, additional_info, global_cache_skips, global_cache_frame_skips)
+
+    if f_unhandled is not None:
+        if f_unhandled.f_back is None and not force_only_unhandled_tracer:
+            # Happens when we attach to a running program (cannot reuse instance because it's mutable).
+            top_level_thread_tracer = TopLevelThreadTracerNoBackFrame(ThreadTracer(args), args)
+            additional_info.top_level_thread_tracer_no_back_frames.append(top_level_thread_tracer)  # Hack for cython to keep it alive while the thread is alive (just the method in the SetTrace is not enough).
+        else:
+            top_level_thread_tracer = additional_info.top_level_thread_tracer_unhandled
+            if top_level_thread_tracer is None:
+                # Stop in some internal place to report about unhandled exceptions
+                top_level_thread_tracer = TopLevelThreadTracerOnlyUnhandledExceptions(args)
+                additional_info.top_level_thread_tracer_unhandled = top_level_thread_tracer  # Hack for cython to keep it alive while the thread is alive (just the method in the SetTrace is not enough).
+
+        # print(' --> found to trace unhandled', f_unhandled.f_code.co_name, f_unhandled.f_code.co_filename, f_unhandled.f_code.co_firstlineno)
+        f_trace = top_level_thread_tracer.get_trace_dispatch_func()
+        # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+        f_trace = SafeCallWrapper(f_trace)
+        # ENDIF
+        f_unhandled.f_trace = f_trace
+
+        if frame is f_unhandled:
+            return f_trace, False
+
+    thread_tracer = additional_info.thread_tracer
+    if thread_tracer is None or thread_tracer._args[0] is not py_db:
+        thread_tracer = ThreadTracer(args)
+        additional_info.thread_tracer = thread_tracer
+
+# IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+    return SafeCallWrapper(thread_tracer), True
+# ELSE
+#     return thread_tracer, True
+# ENDIF
+
+
+def trace_dispatch(py_db, frame, event, arg):
+    thread_trace_func, apply_to_settrace = py_db.fix_top_level_trace_and_get_trace_func(py_db, frame)
+    if thread_trace_func is None:
+        return None if event == 'call' else NO_FTRACE
+    if apply_to_settrace:
+        py_db.enable_tracing(thread_trace_func)
+    return thread_trace_func(frame, event, arg)
+
+
+# IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+cdef class TopLevelThreadTracerOnlyUnhandledExceptions:
+    cdef public tuple _args;
+    def __init__(self, tuple args):
+        self._args = args
+# ELSE
+# class TopLevelThreadTracerOnlyUnhandledExceptions(object):
+# 
+#     def __init__(self, args):
+#         self._args = args
+# ENDIF
+
+    def trace_unhandled_exceptions(self, frame, event, arg):
+        # Note that we ignore the frame as this tracing method should only be put in topmost frames already.
+        # print('trace_unhandled_exceptions', event, frame.f_code.co_name, frame.f_code.co_filename, frame.f_code.co_firstlineno)
+        if event == 'exception' and arg is not None:
+            py_db, t, additional_info = self._args[0:3]
+            if arg is not None:
+                if not additional_info.suspended_at_unhandled:
+                    additional_info.suspended_at_unhandled = True
+
+                    py_db.stop_on_unhandled_exception(py_db, t, additional_info, arg)
+
+        # No need to reset frame.f_trace to keep the same trace function.
+        return self.trace_unhandled_exceptions
+
+    def get_trace_dispatch_func(self):
+        return self.trace_unhandled_exceptions
+
+
+# IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+cdef class TopLevelThreadTracerNoBackFrame:
+    cdef public object _frame_trace_dispatch;
+    cdef public tuple _args;
+    cdef public object try_except_infos;
+    cdef public object _last_exc_arg;
+    cdef public set _raise_lines;
+    cdef public int _last_raise_line;
+    def __init__(self, frame_trace_dispatch, tuple args):
+        self._frame_trace_dispatch = frame_trace_dispatch
+        self._args = args
+        self.try_except_infos = None
+        self._last_exc_arg = None
+        self._raise_lines = set()
+        self._last_raise_line = -1
+# ELSE
+# class TopLevelThreadTracerNoBackFrame(object):
+#     '''
+#     This tracer is pretty special in that it's dealing with a frame without f_back (i.e.: top frame
+#     on remote attach or QThread).
+# 
+#     This means that we have to carefully inspect exceptions to discover whether the exception will
+#     be unhandled or not (if we're dealing with an unhandled exception we need to stop as unhandled,
+#     otherwise we need to use the regular tracer -- unfortunately the debugger has little info to
+#     work with in the tracing -- see: https://bugs.python.org/issue34099, so, we inspect bytecode to
+#     determine if some exception will be traced or not... note that if this is not available -- such
+#     as on Jython -- we consider any top-level exception to be unnhandled).
+#     '''
+# 
+#     def __init__(self, frame_trace_dispatch, args):
+#         self._frame_trace_dispatch = frame_trace_dispatch
+#         self._args = args
+#         self.try_except_infos = None
+#         self._last_exc_arg = None
+#         self._raise_lines = set()
+#         self._last_raise_line = -1
+# ENDIF
+
+    def trace_dispatch_and_unhandled_exceptions(self, frame, event, arg):
+        # DEBUG = 'code_to_debug' in frame.f_code.co_filename
+        # if DEBUG: print('trace_dispatch_and_unhandled_exceptions: %s %s %s %s %s %s' % (event, frame.f_code.co_name, frame.f_code.co_filename, frame.f_code.co_firstlineno, self._frame_trace_dispatch, frame.f_lineno))
+        frame_trace_dispatch = self._frame_trace_dispatch
+        if frame_trace_dispatch is not None:
+            self._frame_trace_dispatch = frame_trace_dispatch(frame, event, arg)
+
+        if event == 'exception':
+            self._last_exc_arg = arg
+            self._raise_lines.add(frame.f_lineno)
+            self._last_raise_line = frame.f_lineno
+
+        elif event == 'return' and self._last_exc_arg is not None:
+            # For unhandled exceptions we actually track the return when at the topmost level.
+            try:
+                py_db, t, additional_info = self._args[0:3]
+                if not additional_info.suspended_at_unhandled:  # Note: only check it here, don't set.
+                    if is_unhandled_exception(self, py_db, frame, self._last_raise_line, self._raise_lines):
+                        py_db.stop_on_unhandled_exception(py_db, t, additional_info, self._last_exc_arg)
+            finally:
+                # Remove reference to exception after handling it.
+                self._last_exc_arg = None
+
+        ret = self.trace_dispatch_and_unhandled_exceptions
+
+        # Need to reset (the call to _frame_trace_dispatch may have changed it).
+        # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+        frame.f_trace = SafeCallWrapper(ret)
+        # ELSE
+#         frame.f_trace = ret
+        # ENDIF
+        return ret
+
+    def get_trace_dispatch_func(self):
+        return self.trace_dispatch_and_unhandled_exceptions
+
+
+# IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+cdef class ThreadTracer:
+    cdef public tuple _args;
+    def __init__(self, tuple args):
+        self._args = args
+# ELSE
+# class ThreadTracer(object):
+# 
+#     def __init__(self, args):
+#         self._args = args
+# ENDIF
+
+    def __call__(self, frame, event, arg):
+        ''' This is the callback used when we enter some context in the debugger.
+
+        We also decorate the thread we are in with info about the debugging.
+        The attributes added are:
+            pydev_state
+            pydev_step_stop
+            pydev_step_cmd
+            pydev_notify_kill
+
+        :param PyDB py_db:
+            This is the global debugger (this method should actually be added as a method to it).
+        '''
+        # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+        cdef str filename;
+        cdef str base;
+        cdef int pydev_step_cmd;
+        cdef object frame_cache_key;
+        cdef dict cache_skips;
+        cdef bint is_stepping;
+        cdef tuple abs_path_canonical_path_and_base;
+        cdef PyDBAdditionalThreadInfo additional_info;
+        # ENDIF
+
+        # DEBUG = 'code_to_debug' in frame.f_code.co_filename
+        # if DEBUG: print('ENTER: trace_dispatch: %s %s %s %s' % (frame.f_code.co_filename, frame.f_lineno, event, frame.f_code.co_name))
+        py_db, t, additional_info, cache_skips, frame_skips_cache = self._args
+        if additional_info.is_tracing:
+            return None if event == 'call' else NO_FTRACE  # we don't wan't to trace code invoked from pydevd_frame.trace_dispatch
+
+        additional_info.is_tracing += 1
+        try:
+            pydev_step_cmd = additional_info.pydev_step_cmd
+            is_stepping = pydev_step_cmd != -1
+            if py_db.pydb_disposed:
+                return None if event == 'call' else NO_FTRACE
+
+            # if thread is not alive, cancel trace_dispatch processing
+            if not is_thread_alive(t):
+                py_db.notify_thread_not_alive(get_current_thread_id(t))
+                return None if event == 'call' else NO_FTRACE
+
+            # Note: it's important that the context name is also given because we may hit something once
+            # in the global context and another in the local context.
+            frame_cache_key = frame.f_code
+            if frame_cache_key in cache_skips:
+                if not is_stepping:
+                    # if DEBUG: print('skipped: trace_dispatch (cache hit)', frame_cache_key, frame.f_lineno, event, frame.f_code.co_name)
+                    return None if event == 'call' else NO_FTRACE
+                else:
+                    # When stepping we can't take into account caching based on the breakpoints (only global filtering).
+                    if cache_skips.get(frame_cache_key) == 1:
+
+                        if additional_info.pydev_original_step_cmd in (107, 144) and not _global_notify_skipped_step_in:
+                            notify_skipped_step_in_because_of_filters(py_db, frame)
+
+                        back_frame = frame.f_back
+                        if back_frame is not None and pydev_step_cmd in (107, 144, 109, 160):
+                            back_frame_cache_key = back_frame.f_code
+                            if cache_skips.get(back_frame_cache_key) == 1:
+                                # if DEBUG: print('skipped: trace_dispatch (cache hit: 1)', frame_cache_key, frame.f_lineno, event, frame.f_code.co_name)
+                                return None if event == 'call' else NO_FTRACE
+                        else:
+                            # if DEBUG: print('skipped: trace_dispatch (cache hit: 2)', frame_cache_key, frame.f_lineno, event, frame.f_code.co_name)
+                            return None if event == 'call' else NO_FTRACE
+
+            try:
+                # Make fast path faster!
+                abs_path_canonical_path_and_base = NORM_PATHS_AND_BASE_CONTAINER[frame.f_code.co_filename]
+            except:
+                abs_path_canonical_path_and_base = get_abs_path_real_path_and_base_from_frame(frame)
+
+            file_type = py_db.get_file_type(frame, abs_path_canonical_path_and_base)  # we don't want to debug threading or anything related to pydevd
+
+            if file_type is not None:
+                if file_type == 1:  # inlining LIB_FILE = 1
+                    if not py_db.in_project_scope(frame, abs_path_canonical_path_and_base[0]):
+                        # if DEBUG: print('skipped: trace_dispatch (not in scope)', abs_path_canonical_path_and_base[2], frame.f_lineno, event, frame.f_code.co_name, file_type)
+                        cache_skips[frame_cache_key] = 1
+                        return None if event == 'call' else NO_FTRACE
+                else:
+                    # if DEBUG: print('skipped: trace_dispatch', abs_path_canonical_path_and_base[2], frame.f_lineno, event, frame.f_code.co_name, file_type)
+                    cache_skips[frame_cache_key] = 1
+                    return None if event == 'call' else NO_FTRACE
+
+            if py_db.is_files_filter_enabled:
+                if py_db.apply_files_filter(frame, abs_path_canonical_path_and_base[0], False):
+                    cache_skips[frame_cache_key] = 1
+
+                    if is_stepping and additional_info.pydev_original_step_cmd in (107, 144) and not _global_notify_skipped_step_in:
+                        notify_skipped_step_in_because_of_filters(py_db, frame)
+
+                    # A little gotcha, sometimes when we're stepping in we have to stop in a
+                    # return event showing the back frame as the current frame, so, we need
+                    # to check not only the current frame but the back frame too.
+                    back_frame = frame.f_back
+                    if back_frame is not None and pydev_step_cmd in (107, 144, 109, 160):
+                        if py_db.apply_files_filter(back_frame, back_frame.f_code.co_filename, False):
+                            back_frame_cache_key = back_frame.f_code
+                            cache_skips[back_frame_cache_key] = 1
+                            # if DEBUG: print('skipped: trace_dispatch (filtered out: 1)', frame_cache_key, frame.f_lineno, event, frame.f_code.co_name)
+                            return None if event == 'call' else NO_FTRACE
+                    else:
+                        # if DEBUG: print('skipped: trace_dispatch (filtered out: 2)', frame_cache_key, frame.f_lineno, event, frame.f_code.co_name)
+                        return None if event == 'call' else NO_FTRACE
+
+            # if DEBUG: print('trace_dispatch', filename, frame.f_lineno, event, frame.f_code.co_name, file_type)
+
+            # Just create PyDBFrame directly (removed support for Python versions < 2.5, which required keeping a weak
+            # reference to the frame).
+            ret = PyDBFrame(
+                (
+                    py_db, abs_path_canonical_path_and_base, additional_info, t, frame_skips_cache, frame_cache_key,
+                )
+            ).trace_dispatch(frame, event, arg)
+            if ret is None:
+                # 1 means skipped because of filters.
+                # 2 means skipped because no breakpoints were hit.
+                cache_skips[frame_cache_key] = 2
+                return None if event == 'call' else NO_FTRACE
+
+            # IFDEF CYTHON -- DONT EDIT THIS FILE (it is automatically generated)
+            frame.f_trace = SafeCallWrapper(ret)  # Make sure we keep the returned tracer.
+            # ELSE
+#             frame.f_trace = ret  # Make sure we keep the returned tracer.
+            # ENDIF
+            return ret
+
+        except SystemExit:
+            return None if event == 'call' else NO_FTRACE
+
+        except Exception:
+            if py_db.pydb_disposed:
+                return None if event == 'call' else NO_FTRACE  # Don't log errors when we're shutting down.
+            # Log it
+            try:
+                if pydev_log_exception is not None:
+                    # This can actually happen during the interpreter shutdown in Python 2.7
+                    pydev_log_exception()
+            except:
+                # Error logging? We're really in the interpreter shutdown...
+                # (https://github.com/fabioz/PyDev.Debugger/issues/8)
+                pass
+            return None if event == 'call' else NO_FTRACE
+        finally:
+            additional_info.is_tracing -= 1
+
+
+if USE_CUSTOM_SYS_CURRENT_FRAMES_MAP:
+    # This is far from ideal, as we'll leak frames (we'll always have the last created frame, not really
+    # the last topmost frame saved -- this should be Ok for our usage, but it may leak frames and things
+    # may live longer... as IronPython is garbage-collected, things should live longer anyways, so, it
+    # shouldn't be an issue as big as it's in CPython -- it may still be annoying, but this should
+    # be a reasonable workaround until IronPython itself is able to provide that functionality).
+    #
+    # See: https://github.com/IronLanguages/main/issues/1630
+    from _pydevd_bundle.pydevd_constants import constructed_tid_to_last_frame
+
+    _original_call = ThreadTracer.__call__
+
+    def __call__(self, frame, event, arg):
+        constructed_tid_to_last_frame[self._args[1].ident] = frame
+        return _original_call(self, frame, event, arg)
+
+    ThreadTracer.__call__ = __call__
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython_wrapper.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython_wrapper.py
new file mode 120000
index 0000000..f5967c2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_cython_wrapper.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/85/57/f3/86032e9c17ae5641a5f6a56713ab8c145497e03761c4f9742b6f9371de
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_daemon_thread.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_daemon_thread.py
new file mode 100644
index 0000000..8729597
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_daemon_thread.py
@@ -0,0 +1,193 @@
+from _pydev_bundle._pydev_saved_modules import threading
+from _pydev_bundle import _pydev_saved_modules
+from _pydevd_bundle.pydevd_utils import notify_about_gevent_if_needed
+import weakref
+from _pydevd_bundle.pydevd_constants import IS_JYTHON, IS_IRONPYTHON, \
+    PYDEVD_APPLY_PATCHING_TO_HIDE_PYDEVD_THREADS
+from _pydev_bundle.pydev_log import exception as pydev_log_exception
+import sys
+from _pydev_bundle import pydev_log
+import pydevd_tracing
+from _pydevd_bundle.pydevd_collect_bytecode_info import iter_instructions
+
+if IS_JYTHON:
+    import org.python.core as JyCore  # @UnresolvedImport
+
+
+class PyDBDaemonThread(threading.Thread):
+
+    def __init__(self, py_db, target_and_args=None):
+        '''
+        :param target_and_args:
+            tuple(func, args, kwargs) if this should be a function and args to run.
+            -- Note: use through run_as_pydevd_daemon_thread().
+        '''
+        threading.Thread.__init__(self)
+        notify_about_gevent_if_needed()
+        self._py_db = weakref.ref(py_db)
+        self._kill_received = False
+        mark_as_pydevd_daemon_thread(self)
+        self._target_and_args = target_and_args
+
+    @property
+    def py_db(self):
+        return self._py_db()
+
+    def run(self):
+        created_pydb_daemon = self.py_db.created_pydb_daemon_threads
+        created_pydb_daemon[self] = 1
+        try:
+            try:
+                if IS_JYTHON and not isinstance(threading.current_thread(), threading._MainThread):
+                    # we shouldn't update sys.modules for the main thread, cause it leads to the second importing 'threading'
+                    # module, and the new instance of main thread is created
+                    ss = JyCore.PySystemState()
+                    # Note: Py.setSystemState() affects only the current thread.
+                    JyCore.Py.setSystemState(ss)
+
+                self._stop_trace()
+                self._on_run()
+            except:
+                if sys is not None and pydev_log_exception is not None:
+                    pydev_log_exception()
+        finally:
+            del created_pydb_daemon[self]
+
+    def _on_run(self):
+        if self._target_and_args is not None:
+            target, args, kwargs = self._target_and_args
+            target(*args, **kwargs)
+        else:
+            raise NotImplementedError('Should be reimplemented by: %s' % self.__class__)
+
+    def do_kill_pydev_thread(self):
+        if not self._kill_received:
+            pydev_log.debug('%s received kill signal', self.name)
+            self._kill_received = True
+
+    def _stop_trace(self):
+        if self.pydev_do_not_trace:
+            pydevd_tracing.SetTrace(None)  # no debugging on this thread
+
+
+def _collect_load_names(func):
+    found_load_names = set()
+    for instruction in iter_instructions(func.__code__):
+        if instruction.opname in ('LOAD_GLOBAL', 'LOAD_ATTR', 'LOAD_METHOD'):
+            found_load_names.add(instruction.argrepr)
+    return found_load_names
+
+
+def _patch_threading_to_hide_pydevd_threads():
+    '''
+    Patches the needed functions on the `threading` module so that the pydevd threads are hidden.
+
+    Note that we patch the functions __code__ to avoid issues if some code had already imported those
+    variables prior to the patching.
+    '''
+    found_load_names = _collect_load_names(threading.enumerate)
+    # i.e.: we'll only apply the patching if the function seems to be what we expect.
+
+    new_threading_enumerate = None
+
+    if found_load_names in (
+        {'_active_limbo_lock', '_limbo', '_active', 'values', 'list'},
+        {'_active_limbo_lock', '_limbo', '_active', 'values', 'NULL + list'}
+        ):
+        pydev_log.debug('Applying patching to hide pydevd threads (Py3 version).')
+
+        def new_threading_enumerate():
+            with _active_limbo_lock:
+                ret = list(_active.values()) + list(_limbo.values())
+
+            return [t for t in ret if not getattr(t, 'is_pydev_daemon_thread', False)]
+
+    elif found_load_names == set(('_active_limbo_lock', '_limbo', '_active', 'values')):
+        pydev_log.debug('Applying patching to hide pydevd threads (Py2 version).')
+
+        def new_threading_enumerate():
+            with _active_limbo_lock:
+                ret = _active.values() + _limbo.values()
+
+            return [t for t in ret if not getattr(t, 'is_pydev_daemon_thread', False)]
+
+    else:
+        pydev_log.info('Unable to hide pydevd threads. Found names in threading.enumerate: %s', found_load_names)
+
+    if new_threading_enumerate is not None:
+
+        def pydevd_saved_threading_enumerate():
+            with threading._active_limbo_lock:
+                return list(threading._active.values()) + list(threading._limbo.values())
+
+        _pydev_saved_modules.pydevd_saved_threading_enumerate = pydevd_saved_threading_enumerate
+
+        threading.enumerate.__code__ = new_threading_enumerate.__code__
+
+        # We also need to patch the active count (to match what we have in the enumerate).
+        def new_active_count():
+            # Note: as this will be executed in the `threading` module, `enumerate` will
+            # actually be threading.enumerate.
+            return len(enumerate())
+
+        threading.active_count.__code__ = new_active_count.__code__
+
+        # When shutting down, Python (on some versions) may do something as:
+        #
+        # def _pickSomeNonDaemonThread():
+        #     for t in enumerate():
+        #         if not t.daemon and t.is_alive():
+        #             return t
+        #     return None
+        #
+        # But in this particular case, we do want threads with `is_pydev_daemon_thread` to appear
+        # explicitly due to the pydevd `CheckAliveThread` (because we want the shutdown to wait on it).
+        # So, it can't rely on the `enumerate` for that anymore as it's patched to not return pydevd threads.
+        if hasattr(threading, '_pickSomeNonDaemonThread'):
+
+            def new_pick_some_non_daemon_thread():
+                with _active_limbo_lock:
+                    # Ok for py2 and py3.
+                    threads = list(_active.values()) + list(_limbo.values())
+
+                for t in threads:
+                    if not t.daemon and t.is_alive():
+                        return t
+                return None
+
+            threading._pickSomeNonDaemonThread.__code__ = new_pick_some_non_daemon_thread.__code__
+
+
+_patched_threading_to_hide_pydevd_threads = False
+
+
+def mark_as_pydevd_daemon_thread(thread):
+    if not IS_JYTHON and not IS_IRONPYTHON and PYDEVD_APPLY_PATCHING_TO_HIDE_PYDEVD_THREADS:
+        global _patched_threading_to_hide_pydevd_threads
+        if not _patched_threading_to_hide_pydevd_threads:
+            # When we mark the first thread as a pydevd daemon thread, we also change the threading
+            # functions to hide pydevd threads.
+            # Note: we don't just "hide" the pydevd threads from the threading module by not using it
+            # (i.e.: just using the `thread.start_new_thread` instead of `threading.Thread`)
+            # because there's 1 thread (the `CheckAliveThread`) which is a pydevd thread but
+            # isn't really a daemon thread (so, we need CPython to wait on it for shutdown,
+            # in which case it needs to be in `threading` and the patching would be needed anyways).
+            _patched_threading_to_hide_pydevd_threads = True
+            try:
+                _patch_threading_to_hide_pydevd_threads()
+            except:
+                pydev_log.exception('Error applying patching to hide pydevd threads.')
+
+    thread.pydev_do_not_trace = True
+    thread.is_pydev_daemon_thread = True
+    thread.daemon = True
+
+
+def run_as_pydevd_daemon_thread(py_db, func, *args, **kwargs):
+    '''
+    Runs a function as a pydevd daemon thread (without any tracing in place).
+    '''
+    t = PyDBDaemonThread(py_db, target_and_args=(func, args, kwargs))
+    t.name = '%s (pydevd daemon thread)' % (func.__name__,)
+    t.start()
+    return t
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_defaults.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_defaults.py
new file mode 120000
index 0000000..36daadb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_defaults.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/30/fb/41/9c6bca467eb921b1077ed97463f287d18cbf8d736366ecc42fca844262
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_dont_trace.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_dont_trace.py
new file mode 120000
index 0000000..e8c048c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_dont_trace.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/bc/e6/29/1f88bab56abe0d7f280ad5b650dbb506b23b3f1f94cac8978cb3f18d4b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_dont_trace_files.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_dont_trace_files.py
new file mode 100644
index 0000000..d37b1fc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_dont_trace_files.py
@@ -0,0 +1,153 @@
+# Important: Autogenerated file.
+
+# DO NOT edit manually!
+# DO NOT edit manually!
+
+LIB_FILE = 1
+PYDEV_FILE = 2
+
+DONT_TRACE_DIRS = {
+    '_pydev_bundle': PYDEV_FILE,
+    '_pydev_runfiles': PYDEV_FILE,
+    '_pydevd_bundle': PYDEV_FILE,
+    '_pydevd_frame_eval': PYDEV_FILE,
+    'pydev_ipython': PYDEV_FILE,
+    'pydev_sitecustomize': PYDEV_FILE,
+    'pydevd_attach_to_process': PYDEV_FILE,
+    'pydevd_concurrency_analyser': PYDEV_FILE,
+    'pydevd_plugins': PYDEV_FILE,
+    'test_pydevd_reload': PYDEV_FILE,
+}
+
+DONT_TRACE = {
+    # commonly used things from the stdlib that we don't want to trace
+    'Queue.py':LIB_FILE,
+    'queue.py':LIB_FILE,
+    'socket.py':LIB_FILE,
+    'weakref.py':LIB_FILE,
+    '_weakrefset.py':LIB_FILE,
+    'linecache.py':LIB_FILE,
+    'threading.py':LIB_FILE,
+    'dis.py':LIB_FILE,
+
+    # things from pydev that we don't want to trace
+    '__main__pydevd_gen_debug_adapter_protocol.py': PYDEV_FILE,
+    '_pydev_calltip_util.py': PYDEV_FILE,
+    '_pydev_completer.py': PYDEV_FILE,
+    '_pydev_execfile.py': PYDEV_FILE,
+    '_pydev_filesystem_encoding.py': PYDEV_FILE,
+    '_pydev_getopt.py': PYDEV_FILE,
+    '_pydev_imports_tipper.py': PYDEV_FILE,
+    '_pydev_jy_imports_tipper.py': PYDEV_FILE,
+    '_pydev_log.py': PYDEV_FILE,
+    '_pydev_saved_modules.py': PYDEV_FILE,
+    '_pydev_sys_patch.py': PYDEV_FILE,
+    '_pydev_tipper_common.py': PYDEV_FILE,
+    'django_debug.py': PYDEV_FILE,
+    'jinja2_debug.py': PYDEV_FILE,
+    'pycompletionserver.py': PYDEV_FILE,
+    'pydev_app_engine_debug_startup.py': PYDEV_FILE,
+    'pydev_console_utils.py': PYDEV_FILE,
+    'pydev_import_hook.py': PYDEV_FILE,
+    'pydev_imports.py': PYDEV_FILE,
+    'pydev_ipython_console.py': PYDEV_FILE,
+    'pydev_ipython_console_011.py': PYDEV_FILE,
+    'pydev_is_thread_alive.py': PYDEV_FILE,
+    'pydev_localhost.py': PYDEV_FILE,
+    'pydev_log.py': PYDEV_FILE,
+    'pydev_monkey.py': PYDEV_FILE,
+    'pydev_monkey_qt.py': PYDEV_FILE,
+    'pydev_override.py': PYDEV_FILE,
+    'pydev_run_in_console.py': PYDEV_FILE,
+    'pydev_runfiles.py': PYDEV_FILE,
+    'pydev_runfiles_coverage.py': PYDEV_FILE,
+    'pydev_runfiles_nose.py': PYDEV_FILE,
+    'pydev_runfiles_parallel.py': PYDEV_FILE,
+    'pydev_runfiles_parallel_client.py': PYDEV_FILE,
+    'pydev_runfiles_pytest2.py': PYDEV_FILE,
+    'pydev_runfiles_unittest.py': PYDEV_FILE,
+    'pydev_runfiles_xml_rpc.py': PYDEV_FILE,
+    'pydev_umd.py': PYDEV_FILE,
+    'pydev_versioncheck.py': PYDEV_FILE,
+    'pydevconsole.py': PYDEV_FILE,
+    'pydevconsole_code.py': PYDEV_FILE,
+    'pydevd.py': PYDEV_FILE,
+    'pydevd_additional_thread_info.py': PYDEV_FILE,
+    'pydevd_additional_thread_info_regular.py': PYDEV_FILE,
+    'pydevd_api.py': PYDEV_FILE,
+    'pydevd_base_schema.py': PYDEV_FILE,
+    'pydevd_breakpoints.py': PYDEV_FILE,
+    'pydevd_bytecode_utils.py': PYDEV_FILE,
+    'pydevd_code_to_source.py': PYDEV_FILE,
+    'pydevd_collect_bytecode_info.py': PYDEV_FILE,
+    'pydevd_comm.py': PYDEV_FILE,
+    'pydevd_comm_constants.py': PYDEV_FILE,
+    'pydevd_command_line_handling.py': PYDEV_FILE,
+    'pydevd_concurrency_logger.py': PYDEV_FILE,
+    'pydevd_console.py': PYDEV_FILE,
+    'pydevd_constants.py': PYDEV_FILE,
+    'pydevd_custom_frames.py': PYDEV_FILE,
+    'pydevd_cython_wrapper.py': PYDEV_FILE,
+    'pydevd_daemon_thread.py': PYDEV_FILE,
+    'pydevd_defaults.py': PYDEV_FILE,
+    'pydevd_dont_trace.py': PYDEV_FILE,
+    'pydevd_dont_trace_files.py': PYDEV_FILE,
+    'pydevd_exec2.py': PYDEV_FILE,
+    'pydevd_extension_api.py': PYDEV_FILE,
+    'pydevd_extension_utils.py': PYDEV_FILE,
+    'pydevd_file_utils.py': PYDEV_FILE,
+    'pydevd_filtering.py': PYDEV_FILE,
+    'pydevd_frame.py': PYDEV_FILE,
+    'pydevd_frame_eval_cython_wrapper.py': PYDEV_FILE,
+    'pydevd_frame_eval_main.py': PYDEV_FILE,
+    'pydevd_frame_tracing.py': PYDEV_FILE,
+    'pydevd_frame_utils.py': PYDEV_FILE,
+    'pydevd_gevent_integration.py': PYDEV_FILE,
+    'pydevd_helpers.py': PYDEV_FILE,
+    'pydevd_import_class.py': PYDEV_FILE,
+    'pydevd_io.py': PYDEV_FILE,
+    'pydevd_json_debug_options.py': PYDEV_FILE,
+    'pydevd_line_validation.py': PYDEV_FILE,
+    'pydevd_modify_bytecode.py': PYDEV_FILE,
+    'pydevd_net_command.py': PYDEV_FILE,
+    'pydevd_net_command_factory_json.py': PYDEV_FILE,
+    'pydevd_net_command_factory_xml.py': PYDEV_FILE,
+    'pydevd_plugin_numpy_types.py': PYDEV_FILE,
+    'pydevd_plugin_pandas_types.py': PYDEV_FILE,
+    'pydevd_plugin_utils.py': PYDEV_FILE,
+    'pydevd_plugins_django_form_str.py': PYDEV_FILE,
+    'pydevd_process_net_command.py': PYDEV_FILE,
+    'pydevd_process_net_command_json.py': PYDEV_FILE,
+    'pydevd_referrers.py': PYDEV_FILE,
+    'pydevd_reload.py': PYDEV_FILE,
+    'pydevd_resolver.py': PYDEV_FILE,
+    'pydevd_runpy.py': PYDEV_FILE,
+    'pydevd_safe_repr.py': PYDEV_FILE,
+    'pydevd_save_locals.py': PYDEV_FILE,
+    'pydevd_schema.py': PYDEV_FILE,
+    'pydevd_schema_log.py': PYDEV_FILE,
+    'pydevd_signature.py': PYDEV_FILE,
+    'pydevd_source_mapping.py': PYDEV_FILE,
+    'pydevd_stackless.py': PYDEV_FILE,
+    'pydevd_suspended_frames.py': PYDEV_FILE,
+    'pydevd_thread_lifecycle.py': PYDEV_FILE,
+    'pydevd_thread_wrappers.py': PYDEV_FILE,
+    'pydevd_timeout.py': PYDEV_FILE,
+    'pydevd_trace_api.py': PYDEV_FILE,
+    'pydevd_trace_dispatch.py': PYDEV_FILE,
+    'pydevd_trace_dispatch_regular.py': PYDEV_FILE,
+    'pydevd_traceproperty.py': PYDEV_FILE,
+    'pydevd_tracing.py': PYDEV_FILE,
+    'pydevd_utils.py': PYDEV_FILE,
+    'pydevd_vars.py': PYDEV_FILE,
+    'pydevd_vm_type.py': PYDEV_FILE,
+    'pydevd_xml.py': PYDEV_FILE,
+}
+
+# if we try to trace io.py it seems it can get halted (see http://bugs.python.org/issue4716)
+DONT_TRACE['io.py'] = LIB_FILE
+
+# Don't trace common encodings too
+DONT_TRACE['cp1252.py'] = LIB_FILE
+DONT_TRACE['utf_8.py'] = LIB_FILE
+DONT_TRACE['codecs.py'] = LIB_FILE
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_exec2.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_exec2.py
new file mode 120000
index 0000000..2ab155f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_exec2.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f2/ae/9d/7041c37c913a6ddc0dcab4455dafef60e953ac7cf751506d633867249a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_extension_api.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_extension_api.py
new file mode 120000
index 0000000..eb20544
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_extension_api.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b8/f4/fb/f9730d7b5b270570f37ee147e9f0463deeb162e0f9604408d6e3becef0
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_extension_utils.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_extension_utils.py
new file mode 120000
index 0000000..07c55e5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_extension_utils.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0d/96/2d/e7aadf466ff8c234971bb714485aa024150abd83a7a473f12165a9411e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_filtering.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_filtering.py
new file mode 100644
index 0000000..67fd6cf
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_filtering.py
@@ -0,0 +1,331 @@
+import fnmatch
+import glob
+import os.path
+import sys
+
+from _pydev_bundle import pydev_log
+import pydevd_file_utils
+import json
+from collections import namedtuple
+from _pydev_bundle._pydev_saved_modules import threading
+from pydevd_file_utils import normcase
+from _pydevd_bundle.pydevd_constants import USER_CODE_BASENAMES_STARTING_WITH, \
+    LIBRARY_CODE_BASENAMES_STARTING_WITH, IS_PYPY, IS_WINDOWS
+from _pydevd_bundle import pydevd_constants
+
+ExcludeFilter = namedtuple('ExcludeFilter', 'name, exclude, is_path')
+
+
+def _convert_to_str_and_clear_empty(roots):
+    new_roots = []
+    for root in roots:
+        assert isinstance(root, str), '%s not str (found: %s)' % (root, type(root))
+        if root:
+            new_roots.append(root)
+    return new_roots
+
+
+def _check_matches(patterns, paths):
+    if not patterns and not paths:
+        # Matched to the end.
+        return True
+
+    if (not patterns and paths) or (patterns and not paths):
+        return False
+
+    pattern = normcase(patterns[0])
+    path = normcase(paths[0])
+
+    if not glob.has_magic(pattern):
+
+        if pattern != path:
+            return False
+
+    elif pattern == '**':
+        if len(patterns) == 1:
+            return True  # if ** is the last one it matches anything to the right.
+
+        for i in range(len(paths)):
+            # Recursively check the remaining patterns as the
+            # current pattern could match any number of paths.
+            if _check_matches(patterns[1:], paths[i:]):
+                return True
+
+    elif not fnmatch.fnmatch(path, pattern):
+        # Current part doesn't match.
+        return False
+
+    return _check_matches(patterns[1:], paths[1:])
+
+
+def glob_matches_path(path, pattern, sep=os.sep, altsep=os.altsep):
+    if altsep:
+        pattern = pattern.replace(altsep, sep)
+        path = path.replace(altsep, sep)
+
+    drive = ''
+    if len(path) > 1 and path[1] == ':':
+        drive, path = path[0], path[2:]
+
+    if drive and len(pattern) > 1:
+        if pattern[1] == ':':
+            if drive.lower() != pattern[0].lower():
+                return False
+            pattern = pattern[2:]
+
+    patterns = pattern.split(sep)
+    paths = path.split(sep)
+    if paths:
+        if paths[0] == '':
+            paths = paths[1:]
+    if patterns:
+        if patterns[0] == '':
+            patterns = patterns[1:]
+
+    return _check_matches(patterns, paths)
+
+
+class FilesFiltering(object):
+    '''
+    Note: calls at FilesFiltering are uncached.
+
+    The actual API used should be through PyDB.
+    '''
+
+    def __init__(self):
+        self._exclude_filters = []
+        self._project_roots = []
+        self._library_roots = []
+
+        # Filter out libraries?
+        self._use_libraries_filter = False
+        self.require_module = False  # True if some exclude filter filters by the module.
+
+        self.set_use_libraries_filter(os.getenv('PYDEVD_FILTER_LIBRARIES') is not None)
+
+        project_roots = os.getenv('IDE_PROJECT_ROOTS', None)
+        if project_roots is not None:
+            project_roots = project_roots.split(os.pathsep)
+        else:
+            project_roots = []
+        self.set_project_roots(project_roots)
+
+        library_roots = os.getenv('LIBRARY_ROOTS', None)
+        if library_roots is not None:
+            library_roots = library_roots.split(os.pathsep)
+        else:
+            library_roots = self._get_default_library_roots()
+        self.set_library_roots(library_roots)
+
+        # Stepping filters.
+        pydevd_filters = os.getenv('PYDEVD_FILTERS', '')
+        # To filter out it's something as: {'**/not_my_code/**': True}
+        if pydevd_filters:
+            pydev_log.debug("PYDEVD_FILTERS %s", (pydevd_filters,))
+            if pydevd_filters.startswith('{'):
+                # dict(glob_pattern (str) -> exclude(True or False))
+                exclude_filters = []
+                for key, val in json.loads(pydevd_filters).items():
+                    exclude_filters.append(ExcludeFilter(key, val, True))
+                self._exclude_filters = exclude_filters
+            else:
+                # A ';' separated list of strings with globs for the
+                # list of excludes.
+                filters = pydevd_filters.split(';')
+                new_filters = []
+                for new_filter in filters:
+                    if new_filter.strip():
+                        new_filters.append(ExcludeFilter(new_filter.strip(), True, True))
+                self._exclude_filters = new_filters
+
+    @classmethod
+    def _get_default_library_roots(cls):
+        pydev_log.debug("Collecting default library roots.")
+        # Provide sensible defaults if not in env vars.
+        import site
+
+        roots = []
+
+        try:
+            import sysconfig  # Python 2.7 onwards only.
+        except ImportError:
+            pass
+        else:
+            for path_name in set(('stdlib', 'platstdlib', 'purelib', 'platlib')) & set(sysconfig.get_path_names()):
+                roots.append(sysconfig.get_path(path_name))
+
+        # Make sure we always get at least the standard library location (based on the `os` and
+        # `threading` modules -- it's a bit weird that it may be different on the ci, but it happens).
+        roots.append(os.path.dirname(os.__file__))
+        roots.append(os.path.dirname(threading.__file__))
+        if IS_PYPY:
+            # On PyPy 3.6 (7.3.1) it wrongly says that sysconfig.get_path('stdlib') is
+            # <install>/lib-pypy when the installed version is <install>/lib_pypy.
+            try:
+                import _pypy_wait
+            except ImportError:
+                pydev_log.debug("Unable to import _pypy_wait on PyPy when collecting default library roots.")
+            else:
+                pypy_lib_dir = os.path.dirname(_pypy_wait.__file__)
+                pydev_log.debug("Adding %s to default library roots.", pypy_lib_dir)
+                roots.append(pypy_lib_dir)
+
+        if hasattr(site, 'getusersitepackages'):
+            site_paths = site.getusersitepackages()
+            if isinstance(site_paths, (list, tuple)):
+                for site_path in site_paths:
+                    roots.append(site_path)
+            else:
+                roots.append(site_paths)
+
+        if hasattr(site, 'getsitepackages'):
+            site_paths = site.getsitepackages()
+            if isinstance(site_paths, (list, tuple)):
+                for site_path in site_paths:
+                    roots.append(site_path)
+            else:
+                roots.append(site_paths)
+
+        for path in sys.path:
+            if os.path.exists(path) and os.path.basename(path) in ('site-packages', 'pip-global'):
+                roots.append(path)
+
+        roots.extend([os.path.realpath(path) for path in roots])
+
+        return sorted(set(roots))
+
+    def _fix_roots(self, roots):
+        roots = _convert_to_str_and_clear_empty(roots)
+        new_roots = []
+        for root in roots:
+            path = self._absolute_normalized_path(root)
+            if pydevd_constants.IS_WINDOWS:
+                new_roots.append(path + '\\')
+            else:
+                new_roots.append(path + '/')
+        return new_roots
+
+    def _absolute_normalized_path(self, filename):
+        '''
+        Provides a version of the filename that's absolute and normalized.
+        '''
+        return normcase(pydevd_file_utils.absolute_path(filename))
+
+    def set_project_roots(self, project_roots):
+        self._project_roots = self._fix_roots(project_roots)
+        pydev_log.debug("IDE_PROJECT_ROOTS %s\n" % project_roots)
+
+    def _get_project_roots(self):
+        return self._project_roots
+
+    def set_library_roots(self, roots):
+        self._library_roots = self._fix_roots(roots)
+        pydev_log.debug("LIBRARY_ROOTS %s\n" % roots)
+
+    def _get_library_roots(self):
+        return self._library_roots
+
+    def in_project_roots(self, received_filename):
+        '''
+        Note: don't call directly. Use PyDb.in_project_scope (there's no caching here and it doesn't
+        handle all possibilities for knowing whether a project is actually in the scope, it
+        just handles the heuristics based on the absolute_normalized_filename without the actual frame).
+        '''
+        DEBUG = False
+
+        if received_filename.startswith(USER_CODE_BASENAMES_STARTING_WITH):
+            if DEBUG:
+                pydev_log.debug('In in_project_roots - user basenames - starts with %s (%s)', received_filename, USER_CODE_BASENAMES_STARTING_WITH)
+            return True
+
+        if received_filename.startswith(LIBRARY_CODE_BASENAMES_STARTING_WITH):
+            if DEBUG:
+                pydev_log.debug('Not in in_project_roots - library basenames - starts with %s (%s)', received_filename, LIBRARY_CODE_BASENAMES_STARTING_WITH)
+            return False
+
+        project_roots = self._get_project_roots()  # roots are absolute/normalized.
+
+        absolute_normalized_filename = self._absolute_normalized_path(received_filename)
+        absolute_normalized_filename_as_dir = absolute_normalized_filename + ('\\' if IS_WINDOWS else '/')
+
+        found_in_project = []
+        for root in project_roots:
+            if root and (absolute_normalized_filename.startswith(root) or root == absolute_normalized_filename_as_dir):
+                if DEBUG:
+                    pydev_log.debug('In project: %s (%s)', absolute_normalized_filename, root)
+                found_in_project.append(root)
+
+        found_in_library = []
+        library_roots = self._get_library_roots()
+        for root in library_roots:
+            if root and (absolute_normalized_filename.startswith(root) or root == absolute_normalized_filename_as_dir):
+                found_in_library.append(root)
+                if DEBUG:
+                    pydev_log.debug('In library: %s (%s)', absolute_normalized_filename, root)
+            else:
+                if DEBUG:
+                    pydev_log.debug('Not in library: %s (%s)', absolute_normalized_filename, root)
+
+        if not project_roots:
+            # If we have no project roots configured, consider it being in the project
+            # roots if it's not found in site-packages (because we have defaults for those
+            # and not the other way around).
+            in_project = not found_in_library
+            if DEBUG:
+                pydev_log.debug('Final in project (no project roots): %s (%s)', absolute_normalized_filename, in_project)
+
+        else:
+            in_project = False
+            if found_in_project:
+                if not found_in_library:
+                    if DEBUG:
+                        pydev_log.debug('Final in project (in_project and not found_in_library): %s (True)', absolute_normalized_filename)
+                    in_project = True
+                else:
+                    # Found in both, let's see which one has the bigger path matched.
+                    if max(len(x) for x in found_in_project) > max(len(x) for x in found_in_library):
+                        in_project = True
+                    if DEBUG:
+                        pydev_log.debug('Final in project (found in both): %s (%s)', absolute_normalized_filename, in_project)
+
+        return in_project
+
+    def use_libraries_filter(self):
+        '''
+        Should we debug only what's inside project folders?
+        '''
+        return self._use_libraries_filter
+
+    def set_use_libraries_filter(self, use):
+        pydev_log.debug("pydevd: Use libraries filter: %s\n" % use)
+        self._use_libraries_filter = use
+
+    def use_exclude_filters(self):
+        # Enabled if we have any filters registered.
+        return len(self._exclude_filters) > 0
+
+    def exclude_by_filter(self, absolute_filename, module_name):
+        '''
+        :return: True if it should be excluded, False if it should be included and None
+            if no rule matched the given file.
+        '''
+        for exclude_filter in self._exclude_filters:  # : :type exclude_filter: ExcludeFilter
+            if exclude_filter.is_path:
+                if glob_matches_path(absolute_filename, exclude_filter.name):
+                    return exclude_filter.exclude
+            else:
+                # Module filter.
+                if exclude_filter.name == module_name or module_name.startswith(exclude_filter.name + '.'):
+                    return exclude_filter.exclude
+        return None
+
+    def set_exclude_filters(self, exclude_filters):
+        '''
+        :param list(ExcludeFilter) exclude_filters:
+        '''
+        self._exclude_filters = exclude_filters
+        self.require_module = False
+        for exclude_filter in exclude_filters:
+            if not exclude_filter.is_path:
+                self.require_module = True
+                break
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_frame.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_frame.py
new file mode 100644
index 0000000..81a3f6f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_frame.py
@@ -0,0 +1,1239 @@
+import linecache
+import os.path
+import re
+
+from _pydev_bundle import pydev_log
+from _pydevd_bundle import pydevd_dont_trace
+from _pydevd_bundle.pydevd_constants import (RETURN_VALUES_DICT, NO_FTRACE,
+    EXCEPTION_TYPE_HANDLED, EXCEPTION_TYPE_USER_UNHANDLED, PYDEVD_IPYTHON_CONTEXT)
+from _pydevd_bundle.pydevd_frame_utils import add_exception_to_frame, just_raised, remove_exception_from_frame, ignore_exception_trace
+from _pydevd_bundle.pydevd_utils import get_clsname_for_code
+from pydevd_file_utils import get_abs_path_real_path_and_base_from_frame
+from _pydevd_bundle.pydevd_comm_constants import constant_to_str, CMD_SET_FUNCTION_BREAK
+try:
+    from _pydevd_bundle.pydevd_bytecode_utils import get_smart_step_into_variant_from_frame_offset
+except ImportError:
+
+    def get_smart_step_into_variant_from_frame_offset(*args, **kwargs):
+        return None
+
+# IFDEF CYTHON
+# cython_inline_constant: CMD_STEP_INTO = 107
+# cython_inline_constant: CMD_STEP_INTO_MY_CODE = 144
+# cython_inline_constant: CMD_STEP_RETURN = 109
+# cython_inline_constant: CMD_STEP_RETURN_MY_CODE = 160
+# cython_inline_constant: CMD_STEP_OVER = 108
+# cython_inline_constant: CMD_STEP_OVER_MY_CODE = 159
+# cython_inline_constant: CMD_STEP_CAUGHT_EXCEPTION = 137
+# cython_inline_constant: CMD_SET_BREAK = 111
+# cython_inline_constant: CMD_SMART_STEP_INTO = 128
+# cython_inline_constant: CMD_STEP_INTO_COROUTINE = 206
+# cython_inline_constant: STATE_RUN = 1
+# cython_inline_constant: STATE_SUSPEND = 2
+# ELSE
+# Note: those are now inlined on cython.
+CMD_STEP_INTO = 107
+CMD_STEP_INTO_MY_CODE = 144
+CMD_STEP_RETURN = 109
+CMD_STEP_RETURN_MY_CODE = 160
+CMD_STEP_OVER = 108
+CMD_STEP_OVER_MY_CODE = 159
+CMD_STEP_CAUGHT_EXCEPTION = 137
+CMD_SET_BREAK = 111
+CMD_SMART_STEP_INTO = 128
+CMD_STEP_INTO_COROUTINE = 206
+STATE_RUN = 1
+STATE_SUSPEND = 2
+# ENDIF
+
+basename = os.path.basename
+
+IGNORE_EXCEPTION_TAG = re.compile('[^#]*#.*@IgnoreException')
+DEBUG_START = ('pydevd.py', 'run')
+DEBUG_START_PY3K = ('_pydev_execfile.py', 'execfile')
+TRACE_PROPERTY = 'pydevd_traceproperty.py'
+
+import dis
+
+try:
+    StopAsyncIteration
+except NameError:
+    StopAsyncIteration = StopIteration
+
+
+# IFDEF CYTHON
+# cdef is_unhandled_exception(container_obj, py_db, frame, int last_raise_line, set raise_lines):
+# ELSE
+def is_unhandled_exception(container_obj, py_db, frame, last_raise_line, raise_lines):
+# ENDIF
+    if frame.f_lineno in raise_lines:
+        return True
+
+    else:
+        try_except_infos = container_obj.try_except_infos
+        if try_except_infos is None:
+            container_obj.try_except_infos = try_except_infos = py_db.collect_try_except_info(frame.f_code)
+
+        if not try_except_infos:
+            # Consider the last exception as unhandled because there's no try..except in it.
+            return True
+        else:
+            # Now, consider only the try..except for the raise
+            valid_try_except_infos = []
+            for try_except_info in try_except_infos:
+                if try_except_info.is_line_in_try_block(last_raise_line):
+                    valid_try_except_infos.append(try_except_info)
+
+            if not valid_try_except_infos:
+                return True
+
+            else:
+                # Note: check all, not only the "valid" ones to cover the case
+                # in "tests_python.test_tracing_on_top_level.raise_unhandled10"
+                # where one try..except is inside the other with only a raise
+                # and it's gotten in the except line.
+                for try_except_info in try_except_infos:
+                    if try_except_info.is_line_in_except_block(frame.f_lineno):
+                        if (
+                                frame.f_lineno == try_except_info.except_line or
+                                frame.f_lineno in try_except_info.raise_lines_in_except
+                            ):
+                            # In a raise inside a try..except block or some except which doesn't
+                            # match the raised exception.
+                            return True
+    return False
+
+
+# IFDEF CYTHON
+# cdef class _TryExceptContainerObj:
+#     cdef public list try_except_infos;
+#     def __init__(self):
+#         self.try_except_infos = None
+# ELSE
+class _TryExceptContainerObj(object):
+    '''
+    A dumb container object just to containe the try..except info when needed. Meant to be
+    persisent among multiple PyDBFrames to the same code object.
+    '''
+    try_except_infos = None
+# ENDIF
+
+
+#=======================================================================================================================
+# PyDBFrame
+#=======================================================================================================================
+# IFDEF CYTHON
+# cdef class PyDBFrame:
+# ELSE
+class PyDBFrame:
+    '''This makes the tracing for a given frame, so, the trace_dispatch
+    is used initially when we enter into a new context ('call') and then
+    is reused for the entire context.
+    '''
+# ENDIF
+
+    # Note: class (and not instance) attributes.
+
+    # Same thing in the main debugger but only considering the file contents, while the one in the main debugger
+    # considers the user input (so, the actual result must be a join of both).
+    filename_to_lines_where_exceptions_are_ignored = {}
+    filename_to_stat_info = {}
+
+    # IFDEF CYTHON
+    # cdef tuple _args
+    # cdef int should_skip
+    # cdef object exc_info
+    # def __init__(self, tuple args):
+        # self._args = args # In the cython version we don't need to pass the frame
+        # self.should_skip = -1  # On cythonized version, put in instance.
+        # self.exc_info = ()
+    # ELSE
+    should_skip = -1  # Default value in class (put in instance on set).
+    exc_info = ()  # Default value in class (put in instance on set).
+
+    def __init__(self, args):
+        # args = main_debugger, abs_path_canonical_path_and_base, base, info, t, frame
+        # yeap, much faster than putting in self and then getting it from self later on
+        self._args = args
+    # ENDIF
+
+    def set_suspend(self, *args, **kwargs):
+        self._args[0].set_suspend(*args, **kwargs)
+
+    def do_wait_suspend(self, *args, **kwargs):
+        self._args[0].do_wait_suspend(*args, **kwargs)
+
+    # IFDEF CYTHON
+    # def trace_exception(self, frame, str event, arg):
+    #     cdef bint should_stop;
+    #     cdef tuple exc_info;
+    # ELSE
+    def trace_exception(self, frame, event, arg):
+    # ENDIF
+        if event == 'exception':
+            should_stop, frame = self._should_stop_on_exception(frame, event, arg)
+
+            if should_stop:
+                if self._handle_exception(frame, event, arg, EXCEPTION_TYPE_HANDLED):
+                    return self.trace_dispatch
+
+        elif event == 'return':
+            exc_info = self.exc_info
+            if exc_info and arg is None:
+                frame_skips_cache, frame_cache_key = self._args[4], self._args[5]
+                custom_key = (frame_cache_key, 'try_exc_info')
+                container_obj = frame_skips_cache.get(custom_key)
+                if container_obj is None:
+                    container_obj = frame_skips_cache[custom_key] = _TryExceptContainerObj()
+                if is_unhandled_exception(container_obj, self._args[0], frame, exc_info[1], exc_info[2]) and \
+                        self.handle_user_exception(frame):
+                    return self.trace_dispatch
+
+        return self.trace_exception
+
+    # IFDEF CYTHON
+    # cdef _should_stop_on_exception(self, frame, str event, arg):
+    #     cdef PyDBAdditionalThreadInfo info;
+    #     cdef bint should_stop;
+    #     cdef bint was_just_raised;
+    #     cdef list check_excs;
+    # ELSE
+    def _should_stop_on_exception(self, frame, event, arg):
+    # ENDIF
+
+        # main_debugger, _filename, info, _thread = self._args
+        main_debugger = self._args[0]
+        info = self._args[2]
+        should_stop = False
+
+        # STATE_SUSPEND = 2
+        if info.pydev_state != 2:  # and breakpoint is not None:
+            exception, value, trace = arg
+
+            if trace is not None and hasattr(trace, 'tb_next'):
+                # on jython trace is None on the first event and it may not have a tb_next.
+
+                should_stop = False
+                exception_breakpoint = None
+                try:
+                    if main_debugger.plugin is not None:
+                        result = main_debugger.plugin.exception_break(main_debugger, self, frame, self._args, arg)
+                        if result:
+                            should_stop, frame = result
+                except:
+                    pydev_log.exception()
+
+                if not should_stop:
+                    # Apply checks that don't need the exception breakpoint (where we shouldn't ever stop).
+                    if exception == SystemExit and main_debugger.ignore_system_exit_code(value):
+                        pass
+
+                    elif exception in (GeneratorExit, StopIteration, StopAsyncIteration):
+                        # These exceptions are control-flow related (they work as a generator
+                        # pause), so, we shouldn't stop on them.
+                        pass
+
+                    elif ignore_exception_trace(trace):
+                        pass
+
+                    else:
+                        was_just_raised = trace.tb_next is None
+
+                        # It was not handled by any plugin, lets check exception breakpoints.
+                        check_excs = []
+
+                        # Note: check user unhandled before regular exceptions.
+                        exc_break_user = main_debugger.get_exception_breakpoint(
+                            exception, main_debugger.break_on_user_uncaught_exceptions)
+                        if exc_break_user is not None:
+                            check_excs.append((exc_break_user, True))
+
+                        exc_break_caught = main_debugger.get_exception_breakpoint(
+                            exception, main_debugger.break_on_caught_exceptions)
+                        if exc_break_caught is not None:
+                            check_excs.append((exc_break_caught, False))
+
+                        for exc_break, is_user_uncaught in check_excs:
+                            # Initially mark that it should stop and then go into exclusions.
+                            should_stop = True
+
+                            if main_debugger.exclude_exception_by_filter(exc_break, trace):
+                                pydev_log.debug("Ignore exception %s in library %s -- (%s)" % (exception, frame.f_code.co_filename, frame.f_code.co_name))
+                                should_stop = False
+
+                            elif exc_break.condition is not None and \
+                                    not main_debugger.handle_breakpoint_condition(info, exc_break, frame):
+                                should_stop = False
+
+                            elif is_user_uncaught:
+                                # Note: we don't stop here, we just collect the exc_info to use later on...
+                                should_stop = False
+                                if not main_debugger.apply_files_filter(frame, frame.f_code.co_filename, True) \
+                                        and (frame.f_back is None or main_debugger.apply_files_filter(frame.f_back, frame.f_back.f_code.co_filename, True)):
+                                    # User uncaught means that we're currently in user code but the code
+                                    # up the stack is library code.
+                                    exc_info = self.exc_info
+                                    if not exc_info:
+                                        exc_info = (arg, frame.f_lineno, set([frame.f_lineno]))
+                                    else:
+                                        lines = exc_info[2]
+                                        lines.add(frame.f_lineno)
+                                        exc_info = (arg, frame.f_lineno, lines)
+                                    self.exc_info = exc_info
+                            else:
+                                # I.e.: these are only checked if we're not dealing with user uncaught exceptions.
+                                if exc_break.notify_on_first_raise_only and main_debugger.skip_on_exceptions_thrown_in_same_context \
+                                        and not was_just_raised and not just_raised(trace.tb_next):
+                                    # In this case we never stop if it was just raised, so, to know if it was the first we
+                                    # need to check if we're in the 2nd method.
+                                    should_stop = False  # I.e.: we stop only when we're at the caller of a method that throws an exception
+
+                                elif exc_break.notify_on_first_raise_only and not main_debugger.skip_on_exceptions_thrown_in_same_context \
+                                        and not was_just_raised:
+                                    should_stop = False  # I.e.: we stop only when it was just raised
+
+                                elif was_just_raised and main_debugger.skip_on_exceptions_thrown_in_same_context:
+                                    # Option: Don't break if an exception is caught in the same function from which it is thrown
+                                    should_stop = False
+
+                            if should_stop:
+                                exception_breakpoint = exc_break
+                                try:
+                                    info.pydev_message = exc_break.qname
+                                except:
+                                    info.pydev_message = exc_break.qname.encode('utf-8')
+                                break
+
+                if should_stop:
+                    # Always add exception to frame (must remove later after we proceed).
+                    add_exception_to_frame(frame, (exception, value, trace))
+
+                    if exception_breakpoint is not None and exception_breakpoint.expression is not None:
+                        main_debugger.handle_breakpoint_expression(exception_breakpoint, info, frame)
+
+        return should_stop, frame
+
+    def handle_user_exception(self, frame):
+        exc_info = self.exc_info
+        if exc_info:
+            return self._handle_exception(frame, 'exception', exc_info[0], EXCEPTION_TYPE_USER_UNHANDLED)
+        return False
+
+    # IFDEF CYTHON
+    # cdef _handle_exception(self, frame, str event, arg, str exception_type):
+    #     cdef bint stopped;
+    #     cdef tuple abs_real_path_and_base;
+    #     cdef str absolute_filename;
+    #     cdef str canonical_normalized_filename;
+    #     cdef dict filename_to_lines_where_exceptions_are_ignored;
+    #     cdef dict lines_ignored;
+    #     cdef dict frame_id_to_frame;
+    #     cdef dict merged;
+    #     cdef object trace_obj;
+    #     cdef object main_debugger;
+    # ELSE
+    def _handle_exception(self, frame, event, arg, exception_type):
+    # ENDIF
+        stopped = False
+        try:
+            # print('_handle_exception', frame.f_lineno, frame.f_code.co_name)
+
+            # We have 3 things in arg: exception type, description, traceback object
+            trace_obj = arg[2]
+            main_debugger = self._args[0]
+
+            initial_trace_obj = trace_obj
+            if trace_obj.tb_next is None and trace_obj.tb_frame is frame:
+                # I.e.: tb_next should be only None in the context it was thrown (trace_obj.tb_frame is frame is just a double check).
+                pass
+            else:
+                # Get the trace_obj from where the exception was raised...
+                while trace_obj.tb_next is not None:
+                    trace_obj = trace_obj.tb_next
+
+            if main_debugger.ignore_exceptions_thrown_in_lines_with_ignore_exception:
+                for check_trace_obj in (initial_trace_obj, trace_obj):
+                    abs_real_path_and_base = get_abs_path_real_path_and_base_from_frame(check_trace_obj.tb_frame)
+                    absolute_filename = abs_real_path_and_base[0]
+                    canonical_normalized_filename = abs_real_path_and_base[1]
+
+                    filename_to_lines_where_exceptions_are_ignored = self.filename_to_lines_where_exceptions_are_ignored
+
+                    lines_ignored = filename_to_lines_where_exceptions_are_ignored.get(canonical_normalized_filename)
+                    if lines_ignored is None:
+                        lines_ignored = filename_to_lines_where_exceptions_are_ignored[canonical_normalized_filename] = {}
+
+                    try:
+                        curr_stat = os.stat(absolute_filename)
+                        curr_stat = (curr_stat.st_size, curr_stat.st_mtime)
+                    except:
+                        curr_stat = None
+
+                    last_stat = self.filename_to_stat_info.get(absolute_filename)
+                    if last_stat != curr_stat:
+                        self.filename_to_stat_info[absolute_filename] = curr_stat
+                        lines_ignored.clear()
+                        try:
+                            linecache.checkcache(absolute_filename)
+                        except:
+                            pydev_log.exception('Error in linecache.checkcache(%r)', absolute_filename)
+
+                    from_user_input = main_debugger.filename_to_lines_where_exceptions_are_ignored.get(canonical_normalized_filename)
+                    if from_user_input:
+                        merged = {}
+                        merged.update(lines_ignored)
+                        # Override what we have with the related entries that the user entered
+                        merged.update(from_user_input)
+                    else:
+                        merged = lines_ignored
+
+                    exc_lineno = check_trace_obj.tb_lineno
+
+                    # print ('lines ignored', lines_ignored)
+                    # print ('user input', from_user_input)
+                    # print ('merged', merged, 'curr', exc_lineno)
+
+                    if exc_lineno not in merged:  # Note: check on merged but update lines_ignored.
+                        try:
+                            line = linecache.getline(absolute_filename, exc_lineno, check_trace_obj.tb_frame.f_globals)
+                        except:
+                            pydev_log.exception('Error in linecache.getline(%r, %s, f_globals)', absolute_filename, exc_lineno)
+                            line = ''
+
+                        if IGNORE_EXCEPTION_TAG.match(line) is not None:
+                            lines_ignored[exc_lineno] = 1
+                            return False
+                        else:
+                            # Put in the cache saying not to ignore
+                            lines_ignored[exc_lineno] = 0
+                    else:
+                        # Ok, dict has it already cached, so, let's check it...
+                        if merged.get(exc_lineno, 0):
+                            return False
+
+            thread = self._args[3]
+
+            try:
+                frame_id_to_frame = {}
+                frame_id_to_frame[id(frame)] = frame
+                f = trace_obj.tb_frame
+                while f is not None:
+                    frame_id_to_frame[id(f)] = f
+                    f = f.f_back
+                f = None
+
+                stopped = True
+                main_debugger.send_caught_exception_stack(thread, arg, id(frame))
+                try:
+                    self.set_suspend(thread, CMD_STEP_CAUGHT_EXCEPTION)
+                    self.do_wait_suspend(thread, frame, event, arg, exception_type=exception_type)
+                finally:
+                    main_debugger.send_caught_exception_stack_proceeded(thread)
+            except:
+                pydev_log.exception()
+
+            main_debugger.set_trace_for_frame_and_parents(frame)
+        finally:
+            # Make sure the user cannot see the '__exception__' we added after we leave the suspend state.
+            remove_exception_from_frame(frame)
+            # Clear some local variables...
+            frame = None
+            trace_obj = None
+            initial_trace_obj = None
+            check_trace_obj = None
+            f = None
+            frame_id_to_frame = None
+            main_debugger = None
+            thread = None
+
+        return stopped
+
+    # IFDEF CYTHON
+    # cdef get_func_name(self, frame):
+    #     cdef str func_name
+    # ELSE
+    def get_func_name(self, frame):
+    # ENDIF
+        code_obj = frame.f_code
+        func_name = code_obj.co_name
+        try:
+            cls_name = get_clsname_for_code(code_obj, frame)
+            if cls_name is not None:
+                return "%s.%s" % (cls_name, func_name)
+            else:
+                return func_name
+        except:
+            pydev_log.exception()
+            return func_name
+
+    # IFDEF CYTHON
+    # cdef _show_return_values(self, frame, arg):
+    # ELSE
+    def _show_return_values(self, frame, arg):
+    # ENDIF
+        try:
+            try:
+                f_locals_back = getattr(frame.f_back, "f_locals", None)
+                if f_locals_back is not None:
+                    return_values_dict = f_locals_back.get(RETURN_VALUES_DICT, None)
+                    if return_values_dict is None:
+                        return_values_dict = {}
+                        f_locals_back[RETURN_VALUES_DICT] = return_values_dict
+                    name = self.get_func_name(frame)
+                    return_values_dict[name] = arg
+            except:
+                pydev_log.exception()
+        finally:
+            f_locals_back = None
+
+    # IFDEF CYTHON
+    # cdef _remove_return_values(self, main_debugger, frame):
+    # ELSE
+    def _remove_return_values(self, main_debugger, frame):
+    # ENDIF
+        try:
+            try:
+                # Showing return values was turned off, we should remove them from locals dict.
+                # The values can be in the current frame or in the back one
+                frame.f_locals.pop(RETURN_VALUES_DICT, None)
+
+                f_locals_back = getattr(frame.f_back, "f_locals", None)
+                if f_locals_back is not None:
+                    f_locals_back.pop(RETURN_VALUES_DICT, None)
+            except:
+                pydev_log.exception()
+        finally:
+            f_locals_back = None
+
+    # IFDEF CYTHON
+    # cdef _get_unfiltered_back_frame(self, main_debugger, frame):
+    # ELSE
+    def _get_unfiltered_back_frame(self, main_debugger, frame):
+    # ENDIF
+        f = frame.f_back
+        while f is not None:
+            if not main_debugger.is_files_filter_enabled:
+                return f
+
+            else:
+                if main_debugger.apply_files_filter(f, f.f_code.co_filename, False):
+                    f = f.f_back
+
+                else:
+                    return f
+
+        return f
+
+    # IFDEF CYTHON
+    # cdef _is_same_frame(self, target_frame, current_frame):
+    #     cdef PyDBAdditionalThreadInfo info;
+    # ELSE
+    def _is_same_frame(self, target_frame, current_frame):
+    # ENDIF
+        if target_frame is current_frame:
+            return True
+
+        info = self._args[2]
+        if info.pydev_use_scoped_step_frame:
+            # If using scoped step we don't check the target, we just need to check
+            # if the current matches the same heuristic where the target was defined.
+            if target_frame is not None and current_frame is not None:
+                if target_frame.f_code.co_filename == current_frame.f_code.co_filename:
+                    # The co_name may be different (it may include the line number), but
+                    # the filename must still be the same.
+                    f = current_frame.f_back
+                    if f is not None and f.f_code.co_name == PYDEVD_IPYTHON_CONTEXT[1]:
+                        f = f.f_back
+                        if f is not None and f.f_code.co_name == PYDEVD_IPYTHON_CONTEXT[2]:
+                            return True
+
+        return False
+
+    # IFDEF CYTHON
+    # cpdef trace_dispatch(self, frame, str event, arg):
+    #     cdef tuple abs_path_canonical_path_and_base;
+    #     cdef bint is_exception_event;
+    #     cdef bint has_exception_breakpoints;
+    #     cdef bint can_skip;
+    #     cdef bint stop;
+    #     cdef PyDBAdditionalThreadInfo info;
+    #     cdef int step_cmd;
+    #     cdef int line;
+    #     cdef bint is_line;
+    #     cdef bint is_call;
+    #     cdef bint is_return;
+    #     cdef bint should_stop;
+    #     cdef dict breakpoints_for_file;
+    #     cdef dict stop_info;
+    #     cdef str curr_func_name;
+    #     cdef bint exist_result;
+    #     cdef dict frame_skips_cache;
+    #     cdef object frame_cache_key;
+    #     cdef tuple line_cache_key;
+    #     cdef int breakpoints_in_line_cache;
+    #     cdef int breakpoints_in_frame_cache;
+    #     cdef bint has_breakpoint_in_frame;
+    #     cdef bint is_coroutine_or_generator;
+    #     cdef int bp_line;
+    #     cdef object bp;
+    #     cdef int pydev_smart_parent_offset
+    #     cdef int pydev_smart_child_offset
+    #     cdef tuple pydev_smart_step_into_variants
+    # ELSE
+    def trace_dispatch(self, frame, event, arg):
+    # ENDIF
+        # Note: this is a big function because most of the logic related to hitting a breakpoint and
+        # stepping is contained in it. Ideally this could be split among multiple functions, but the
+        # problem in this case is that in pure-python function calls are expensive and even more so
+        # when tracing is on (because each function call will get an additional tracing call). We
+        # try to address this by using the info.is_tracing for the fastest possible return, but the
+        # cost is still high (maybe we could use code-generation in the future and make the code
+        # generation be better split among what each part does).
+
+        # DEBUG = '_debugger_case_generator.py' in frame.f_code.co_filename
+        main_debugger, abs_path_canonical_path_and_base, info, thread, frame_skips_cache, frame_cache_key = self._args
+        # if DEBUG: print('frame trace_dispatch %s %s %s %s %s %s, stop: %s' % (frame.f_lineno, frame.f_code.co_name, frame.f_code.co_filename, event, constant_to_str(info.pydev_step_cmd), arg, info.pydev_step_stop))
+        try:
+            info.is_tracing += 1
+
+            # TODO: This shouldn't be needed. The fact that frame.f_lineno
+            # is None seems like a bug in Python 3.11.
+            # Reported in: https://github.com/python/cpython/issues/94485
+            line = frame.f_lineno or 0  # Workaround or case where frame.f_lineno is None
+            line_cache_key = (frame_cache_key, line)
+
+            if main_debugger.pydb_disposed:
+                return None if event == 'call' else NO_FTRACE
+
+            plugin_manager = main_debugger.plugin
+            has_exception_breakpoints = (
+                main_debugger.break_on_caught_exceptions
+                or main_debugger.break_on_user_uncaught_exceptions
+                or main_debugger.has_plugin_exception_breaks)
+
+            stop_frame = info.pydev_step_stop
+            step_cmd = info.pydev_step_cmd
+            function_breakpoint_on_call_event = None
+
+            if frame.f_code.co_flags & 0xa0:  # 0xa0 ==  CO_GENERATOR = 0x20 | CO_COROUTINE = 0x80
+                # Dealing with coroutines and generators:
+                # When in a coroutine we change the perceived event to the debugger because
+                # a call, StopIteration exception and return are usually just pausing/unpausing it.
+                if event == 'line':
+                    is_line = True
+                    is_call = False
+                    is_return = False
+                    is_exception_event = False
+
+                elif event == 'return':
+                    is_line = False
+                    is_call = False
+                    is_return = True
+                    is_exception_event = False
+
+                    returns_cache_key = (frame_cache_key, 'returns')
+                    return_lines = frame_skips_cache.get(returns_cache_key)
+                    if return_lines is None:
+                        # Note: we're collecting the return lines by inspecting the bytecode as
+                        # there are multiple returns and multiple stop iterations when awaiting and
+                        # it doesn't give any clear indication when a coroutine or generator is
+                        # finishing or just pausing.
+                        return_lines = set()
+                        for x in main_debugger.collect_return_info(frame.f_code):
+                            # Note: cython does not support closures in cpdefs (so we can't use
+                            # a list comprehension).
+                            return_lines.add(x.return_line)
+
+                        frame_skips_cache[returns_cache_key] = return_lines
+
+                    if line not in return_lines:
+                        # Not really a return (coroutine/generator paused).
+                        return self.trace_dispatch
+                    else:
+                        if self.exc_info:
+                            self.handle_user_exception(frame)
+                            return self.trace_dispatch
+
+                        # Tricky handling: usually when we're on a frame which is about to exit
+                        # we set the step mode to step into, but in this case we'd end up in the
+                        # asyncio internal machinery, which is not what we want, so, we just
+                        # ask the stop frame to be a level up.
+                        #
+                        # Note that there's an issue here which we may want to fix in the future: if
+                        # the back frame is a frame which is filtered, we won't stop properly.
+                        # Solving this may not be trivial as we'd need to put a scope in the step
+                        # in, but we may have to do it anyways to have a step in which doesn't end
+                        # up in asyncio).
+                        #
+                        # Note2: we don't revert to a step in if we're doing scoped stepping
+                        # (because on scoped stepping we're always receiving a call/line/return
+                        # event for each line in ipython, so, we can't revert to step in on return
+                        # as the return shouldn't mean that we've actually completed executing a
+                        # frame in this case).
+                        if stop_frame is frame and not info.pydev_use_scoped_step_frame:
+                            if step_cmd in (CMD_STEP_OVER, CMD_STEP_OVER_MY_CODE, CMD_STEP_INTO, CMD_STEP_INTO_MY_CODE):
+                                f = self._get_unfiltered_back_frame(main_debugger, frame)
+                                if f is not None:
+                                    info.pydev_step_cmd = CMD_STEP_INTO_COROUTINE
+                                    info.pydev_step_stop = f
+                                else:
+                                    if step_cmd == CMD_STEP_OVER:
+                                        info.pydev_step_cmd = CMD_STEP_INTO
+                                        info.pydev_step_stop = None
+
+                                    elif step_cmd == CMD_STEP_OVER_MY_CODE:
+                                        info.pydev_step_cmd = CMD_STEP_INTO_MY_CODE
+                                        info.pydev_step_stop = None
+
+                            elif step_cmd == CMD_STEP_INTO_COROUTINE:
+                                # We're exiting this one, so, mark the new coroutine context.
+                                f = self._get_unfiltered_back_frame(main_debugger, frame)
+                                if f is not None:
+                                    info.pydev_step_stop = f
+                                else:
+                                    info.pydev_step_cmd = CMD_STEP_INTO
+                                    info.pydev_step_stop = None
+
+                elif event == 'exception':
+                    breakpoints_for_file = None
+                    if has_exception_breakpoints:
+                        should_stop, frame = self._should_stop_on_exception(frame, event, arg)
+                        if should_stop:
+                            if self._handle_exception(frame, event, arg, EXCEPTION_TYPE_HANDLED):
+                                return self.trace_dispatch
+
+                    return self.trace_dispatch
+                else:
+                    # event == 'call' or event == 'c_XXX'
+                    return self.trace_dispatch
+
+            else:  # Not coroutine nor generator
+                if event == 'line':
+                    is_line = True
+                    is_call = False
+                    is_return = False
+                    is_exception_event = False
+
+                elif event == 'return':
+                    is_line = False
+                    is_return = True
+                    is_call = False
+                    is_exception_event = False
+
+                    # If we are in single step mode and something causes us to exit the current frame, we need to make sure we break
+                    # eventually.  Force the step mode to step into and the step stop frame to None.
+                    # I.e.: F6 in the end of a function should stop in the next possible position (instead of forcing the user
+                    # to make a step in or step over at that location).
+                    # Note: this is especially troublesome when we're skipping code with the
+                    # @DontTrace comment.
+                    if (
+                            stop_frame is frame and
+                            not info.pydev_use_scoped_step_frame and is_return and
+                            step_cmd in (CMD_STEP_OVER, CMD_STEP_RETURN, CMD_STEP_OVER_MY_CODE, CMD_STEP_RETURN_MY_CODE, CMD_SMART_STEP_INTO)
+                        ):
+
+                        if step_cmd in (CMD_STEP_OVER, CMD_STEP_RETURN, CMD_SMART_STEP_INTO):
+                            info.pydev_step_cmd = CMD_STEP_INTO
+                        else:
+                            info.pydev_step_cmd = CMD_STEP_INTO_MY_CODE
+                        info.pydev_step_stop = None
+
+                    if self.exc_info:
+                        if self.handle_user_exception(frame):
+                            return self.trace_dispatch
+
+                elif event == 'call':
+                    is_line = False
+                    is_call = True
+                    is_return = False
+                    is_exception_event = False
+                    if frame.f_code.co_firstlineno == frame.f_lineno:  # Check line to deal with async/await.
+                        function_breakpoint_on_call_event = main_debugger.function_breakpoint_name_to_breakpoint.get(frame.f_code.co_name)
+
+                elif event == 'exception':
+                    is_exception_event = True
+                    breakpoints_for_file = None
+                    if has_exception_breakpoints:
+                        should_stop, frame = self._should_stop_on_exception(frame, event, arg)
+                        if should_stop:
+                            if self._handle_exception(frame, event, arg, EXCEPTION_TYPE_HANDLED):
+                                return self.trace_dispatch
+                    is_line = False
+                    is_return = False
+                    is_call = False
+
+                else:
+                    # Unexpected: just keep the same trace func (i.e.: event == 'c_XXX').
+                    return self.trace_dispatch
+
+            if not is_exception_event:
+                breakpoints_for_file = main_debugger.breakpoints.get(abs_path_canonical_path_and_base[1])
+
+                can_skip = False
+
+                if info.pydev_state == 1:  # STATE_RUN = 1
+                    # we can skip if:
+                    # - we have no stop marked
+                    # - we should make a step return/step over and we're not in the current frame
+                    # - we're stepping into a coroutine context and we're not in that context
+                    if step_cmd == -1:
+                        can_skip = True
+
+                    elif step_cmd in (CMD_STEP_OVER, CMD_STEP_RETURN, CMD_STEP_OVER_MY_CODE, CMD_STEP_RETURN_MY_CODE) and not self._is_same_frame(stop_frame, frame):
+                        can_skip = True
+
+                    elif step_cmd == CMD_SMART_STEP_INTO and (
+                            stop_frame is not None and
+                            stop_frame is not frame and
+                            stop_frame is not frame.f_back and
+                            (frame.f_back is None or stop_frame is not frame.f_back.f_back)):
+                        can_skip = True
+
+                    elif step_cmd == CMD_STEP_INTO_MY_CODE:
+                        if (
+                            main_debugger.apply_files_filter(frame, frame.f_code.co_filename, True)
+                            and (frame.f_back is None or main_debugger.apply_files_filter(frame.f_back, frame.f_back.f_code.co_filename, True))
+                            ):
+                                can_skip = True
+
+                    elif step_cmd == CMD_STEP_INTO_COROUTINE:
+                        f = frame
+                        while f is not None:
+                            if self._is_same_frame(stop_frame, f):
+                                break
+                            f = f.f_back
+                        else:
+                            can_skip = True
+
+                    if can_skip:
+                        if plugin_manager is not None and (
+                                main_debugger.has_plugin_line_breaks or main_debugger.has_plugin_exception_breaks):
+                            can_skip = plugin_manager.can_skip(main_debugger, frame)
+
+                        if can_skip and main_debugger.show_return_values and info.pydev_step_cmd in (CMD_STEP_OVER, CMD_STEP_OVER_MY_CODE) and self._is_same_frame(stop_frame, frame.f_back):
+                            # trace function for showing return values after step over
+                            can_skip = False
+
+                # Let's check to see if we are in a function that has a breakpoint. If we don't have a breakpoint,
+                # we will return nothing for the next trace
+                # also, after we hit a breakpoint and go to some other debugging state, we have to force the set trace anyway,
+                # so, that's why the additional checks are there.
+
+                if function_breakpoint_on_call_event:
+                    pass  # Do nothing here (just keep on going as we can't skip it).
+
+                elif not breakpoints_for_file:
+                    if can_skip:
+                        if has_exception_breakpoints:
+                            return self.trace_exception
+                        else:
+                            return None if is_call else NO_FTRACE
+
+                else:
+                    # When cached, 0 means we don't have a breakpoint and 1 means we have.
+                    if can_skip:
+                        breakpoints_in_line_cache = frame_skips_cache.get(line_cache_key, -1)
+                        if breakpoints_in_line_cache == 0:
+                            return self.trace_dispatch
+
+                    breakpoints_in_frame_cache = frame_skips_cache.get(frame_cache_key, -1)
+                    if breakpoints_in_frame_cache != -1:
+                        # Gotten from cache.
+                        has_breakpoint_in_frame = breakpoints_in_frame_cache == 1
+
+                    else:
+                        has_breakpoint_in_frame = False
+
+                        try:
+                            func_lines = set()
+                            for offset_and_lineno in dis.findlinestarts(frame.f_code):
+                                func_lines.add(offset_and_lineno[1])
+                        except:
+                            # This is a fallback for implementations where we can't get the function
+                            # lines -- i.e.: jython (in this case clients need to provide the function
+                            # name to decide on the skip or we won't be able to skip the function
+                            # completely).
+
+                            # Checks the breakpoint to see if there is a context match in some function.
+                            curr_func_name = frame.f_code.co_name
+
+                            # global context is set with an empty name
+                            if curr_func_name in ('?', '<module>', '<lambda>'):
+                                curr_func_name = ''
+
+                            for bp in breakpoints_for_file.values():
+                                # will match either global or some function
+                                if bp.func_name in ('None', curr_func_name):
+                                    has_breakpoint_in_frame = True
+                                    break
+                        else:
+                            for bp_line in breakpoints_for_file:  # iterate on keys
+                                if bp_line in func_lines:
+                                    has_breakpoint_in_frame = True
+                                    break
+
+                        # Cache the value (1 or 0 or -1 for default because of cython).
+                        if has_breakpoint_in_frame:
+                            frame_skips_cache[frame_cache_key] = 1
+                        else:
+                            frame_skips_cache[frame_cache_key] = 0
+
+                    if can_skip and not has_breakpoint_in_frame:
+                        if has_exception_breakpoints:
+                            return self.trace_exception
+                        else:
+                            return None if is_call else NO_FTRACE
+
+            # We may have hit a breakpoint or we are already in step mode. Either way, let's check what we should do in this frame
+            # if DEBUG: print('NOT skipped: %s %s %s %s' % (frame.f_lineno, frame.f_code.co_name, event, frame.__class__.__name__))
+
+            try:
+                flag = False
+                # return is not taken into account for breakpoint hit because we'd have a double-hit in this case
+                # (one for the line and the other for the return).
+
+                stop_info = {}
+                breakpoint = None
+                exist_result = False
+                stop = False
+                stop_reason = CMD_SET_BREAK
+                bp_type = None
+
+                if function_breakpoint_on_call_event:
+                    breakpoint = function_breakpoint_on_call_event
+                    stop = True
+                    new_frame = frame
+                    stop_reason = CMD_SET_FUNCTION_BREAK
+
+                elif is_line and info.pydev_state != STATE_SUSPEND and breakpoints_for_file is not None and line in breakpoints_for_file:
+                    breakpoint = breakpoints_for_file[line]
+                    new_frame = frame
+                    stop = True
+                    if step_cmd in (CMD_STEP_OVER, CMD_STEP_OVER_MY_CODE) and (self._is_same_frame(stop_frame, frame) and is_line):
+                        stop = False  # we don't stop on breakpoint if we have to stop by step-over (it will be processed later)
+                elif plugin_manager is not None and main_debugger.has_plugin_line_breaks:
+                    result = plugin_manager.get_breakpoint(main_debugger, self, frame, event, self._args)
+                    if result:
+                        exist_result = True
+                        flag, breakpoint, new_frame, bp_type = result
+
+                if breakpoint:
+                    # ok, hit breakpoint, now, we have to discover if it is a conditional breakpoint
+                    # lets do the conditional stuff here
+                    if breakpoint.expression is not None:
+                        main_debugger.handle_breakpoint_expression(breakpoint, info, new_frame)
+                        if breakpoint.is_logpoint and info.pydev_message is not None and len(info.pydev_message) > 0:
+                            cmd = main_debugger.cmd_factory.make_io_message(info.pydev_message + os.linesep, '1')
+                            main_debugger.writer.add_command(cmd)
+
+                    if stop or exist_result:
+                        eval_result = False
+                        if breakpoint.has_condition:
+                            eval_result = main_debugger.handle_breakpoint_condition(info, breakpoint, new_frame)
+
+                        if breakpoint.has_condition:
+                            if not eval_result:
+                                stop = False
+                        elif breakpoint.is_logpoint:
+                            stop = False
+
+                    if is_call and (frame.f_code.co_name in ('<lambda>', '<module>') or (line == 1 and frame.f_code.co_name.startswith('<cell'))):
+                        # If we find a call for a module, it means that the module is being imported/executed for the
+                        # first time. In this case we have to ignore this hit as it may later duplicated by a
+                        # line event at the same place (so, if there's a module with a print() in the first line
+                        # the user will hit that line twice, which is not what we want).
+                        #
+                        # For lambda, as it only has a single statement, it's not interesting to trace
+                        # its call and later its line event as they're usually in the same line.
+                        #
+                        # For ipython, <cell xxx> may be executed having each line compiled as a new
+                        # module, so it's the same case as <module>.
+
+                        return self.trace_dispatch
+
+                if main_debugger.show_return_values:
+                    if is_return and (
+                            (info.pydev_step_cmd in (CMD_STEP_OVER, CMD_STEP_OVER_MY_CODE, CMD_SMART_STEP_INTO) and (self._is_same_frame(stop_frame, frame.f_back))) or
+                            (info.pydev_step_cmd in (CMD_STEP_RETURN, CMD_STEP_RETURN_MY_CODE) and (self._is_same_frame(stop_frame, frame))) or
+                            (info.pydev_step_cmd in (CMD_STEP_INTO, CMD_STEP_INTO_COROUTINE)) or
+                            (
+                                info.pydev_step_cmd == CMD_STEP_INTO_MY_CODE
+                                and frame.f_back is not None
+                                and not main_debugger.apply_files_filter(frame.f_back, frame.f_back.f_code.co_filename, True)
+                            )
+                        ):
+                        self._show_return_values(frame, arg)
+
+                elif main_debugger.remove_return_values_flag:
+                    try:
+                        self._remove_return_values(main_debugger, frame)
+                    finally:
+                        main_debugger.remove_return_values_flag = False
+
+                if stop:
+                    self.set_suspend(
+                        thread,
+                        stop_reason,
+                        suspend_other_threads=breakpoint and breakpoint.suspend_policy == "ALL",
+                    )
+
+                elif flag and plugin_manager is not None:
+                    result = plugin_manager.suspend(main_debugger, thread, frame, bp_type)
+                    if result:
+                        frame = result
+
+                # if thread has a suspend flag, we suspend with a busy wait
+                if info.pydev_state == STATE_SUSPEND:
+                    self.do_wait_suspend(thread, frame, event, arg)
+                    return self.trace_dispatch
+                else:
+                    if not breakpoint and is_line:
+                        # No stop from anyone and no breakpoint found in line (cache that).
+                        frame_skips_cache[line_cache_key] = 0
+
+            except:
+                pydev_log.exception()
+                raise
+
+            # step handling. We stop when we hit the right frame
+            try:
+                should_skip = 0
+                if pydevd_dont_trace.should_trace_hook is not None:
+                    if self.should_skip == -1:
+                        # I.e.: cache the result on self.should_skip (no need to evaluate the same frame multiple times).
+                        # Note that on a code reload, we won't re-evaluate this because in practice, the frame.f_code
+                        # Which will be handled by this frame is read-only, so, we can cache it safely.
+                        if not pydevd_dont_trace.should_trace_hook(frame, abs_path_canonical_path_and_base[0]):
+                            # -1, 0, 1 to be Cython-friendly
+                            should_skip = self.should_skip = 1
+                        else:
+                            should_skip = self.should_skip = 0
+                    else:
+                        should_skip = self.should_skip
+
+                plugin_stop = False
+                if should_skip:
+                    stop = False
+
+                elif step_cmd in (CMD_STEP_INTO, CMD_STEP_INTO_MY_CODE, CMD_STEP_INTO_COROUTINE):
+                    force_check_project_scope = step_cmd == CMD_STEP_INTO_MY_CODE
+                    if is_line:
+                        if not info.pydev_use_scoped_step_frame:
+                            if force_check_project_scope or main_debugger.is_files_filter_enabled:
+                                stop = not main_debugger.apply_files_filter(frame, frame.f_code.co_filename, force_check_project_scope)
+                            else:
+                                stop = True
+                        else:
+                            # We can only stop inside the ipython call.
+                            filename = frame.f_code.co_filename
+                            if filename.endswith('.pyc'):
+                                filename = filename[:-1]
+
+                            if not filename.endswith(PYDEVD_IPYTHON_CONTEXT[0]):
+                                f = frame.f_back
+                                while f is not None:
+                                    if f.f_code.co_name == PYDEVD_IPYTHON_CONTEXT[1]:
+                                        f2 = f.f_back
+                                        if f2 is not None and f2.f_code.co_name == PYDEVD_IPYTHON_CONTEXT[2]:
+                                            pydev_log.debug('Stop inside ipython call')
+                                            stop = True
+                                            break
+                                    f = f.f_back
+
+                                del f
+
+                            if not stop:
+                                # In scoped mode if step in didn't work in this context it won't work
+                                # afterwards anyways.
+                                return None if is_call else NO_FTRACE
+
+                    elif is_return and frame.f_back is not None and not info.pydev_use_scoped_step_frame:
+                        if main_debugger.get_file_type(frame.f_back) == main_debugger.PYDEV_FILE:
+                            stop = False
+                        else:
+                            if force_check_project_scope or main_debugger.is_files_filter_enabled:
+                                stop = not main_debugger.apply_files_filter(frame.f_back, frame.f_back.f_code.co_filename, force_check_project_scope)
+                                if stop:
+                                    # Prevent stopping in a return to the same location we were initially
+                                    # (i.e.: double-stop at the same place due to some filtering).
+                                    if info.step_in_initial_location == (frame.f_back, frame.f_back.f_lineno):
+                                        stop = False
+                            else:
+                                stop = True
+                    else:
+                        stop = False
+
+                    if stop:
+                        if step_cmd == CMD_STEP_INTO_COROUTINE:
+                            # i.e.: Check if we're stepping into the proper context.
+                            f = frame
+                            while f is not None:
+                                if self._is_same_frame(stop_frame, f):
+                                    break
+                                f = f.f_back
+                            else:
+                                stop = False
+
+                    if plugin_manager is not None:
+                        result = plugin_manager.cmd_step_into(main_debugger, frame, event, self._args, stop_info, stop)
+                        if result:
+                            stop, plugin_stop = result
+
+                elif step_cmd in (CMD_STEP_OVER, CMD_STEP_OVER_MY_CODE):
+                    # Note: when dealing with a step over my code it's the same as a step over (the
+                    # difference is that when we return from a frame in one we go to regular step
+                    # into and in the other we go to a step into my code).
+                    stop = self._is_same_frame(stop_frame, frame) and is_line
+                    # Note: don't stop on a return for step over, only for line events
+                    # i.e.: don't stop in: (stop_frame is frame.f_back and is_return) as we'd stop twice in that line.
+
+                    if plugin_manager is not None:
+                        result = plugin_manager.cmd_step_over(main_debugger, frame, event, self._args, stop_info, stop)
+                        if result:
+                            stop, plugin_stop = result
+
+                elif step_cmd == CMD_SMART_STEP_INTO:
+                    stop = False
+                    back = frame.f_back
+                    if self._is_same_frame(stop_frame, frame) and is_return:
+                        # We're exiting the smart step into initial frame (so, we probably didn't find our target).
+                        stop = True
+
+                    elif self._is_same_frame(stop_frame, back) and is_line:
+                        if info.pydev_smart_child_offset != -1:
+                            # i.e.: in this case, we're not interested in the pause in the parent, rather
+                            # we're interested in the pause in the child (when the parent is at the proper place).
+                            stop = False
+
+                        else:
+                            pydev_smart_parent_offset = info.pydev_smart_parent_offset
+
+                            pydev_smart_step_into_variants = info.pydev_smart_step_into_variants
+                            if pydev_smart_parent_offset >= 0 and pydev_smart_step_into_variants:
+                                # Preferred mode (when the smart step into variants are available
+                                # and the offset is set).
+                                stop = get_smart_step_into_variant_from_frame_offset(back.f_lasti, pydev_smart_step_into_variants) is \
+                                       get_smart_step_into_variant_from_frame_offset(pydev_smart_parent_offset, pydev_smart_step_into_variants)
+
+                            else:
+                                # Only the name/line is available, so, check that.
+                                curr_func_name = frame.f_code.co_name
+
+                                # global context is set with an empty name
+                                if curr_func_name in ('?', '<module>') or curr_func_name is None:
+                                    curr_func_name = ''
+                                if curr_func_name == info.pydev_func_name and stop_frame.f_lineno == info.pydev_next_line:
+                                    stop = True
+
+                        if not stop:
+                            # In smart step into, if we didn't hit it in this frame once, that'll
+                            # not be the case next time either, so, disable tracing for this frame.
+                            return None if is_call else NO_FTRACE
+
+                    elif back is not None and self._is_same_frame(stop_frame, back.f_back) and is_line:
+                        # Ok, we have to track 2 stops at this point, the parent and the child offset.
+                        # This happens when handling a step into which targets a function inside a list comprehension
+                        # or generator (in which case an intermediary frame is created due to an internal function call).
+                        pydev_smart_parent_offset = info.pydev_smart_parent_offset
+                        pydev_smart_child_offset = info.pydev_smart_child_offset
+                        # print('matched back frame', pydev_smart_parent_offset, pydev_smart_child_offset)
+                        # print('parent f_lasti', back.f_back.f_lasti)
+                        # print('child f_lasti', back.f_lasti)
+                        stop = False
+                        if pydev_smart_child_offset >= 0 and pydev_smart_child_offset >= 0:
+                            pydev_smart_step_into_variants = info.pydev_smart_step_into_variants
+
+                            if pydev_smart_parent_offset >= 0 and pydev_smart_step_into_variants:
+                                # Note that we don't really check the parent offset, only the offset of
+                                # the child (because this is a generator, the parent may have moved forward
+                                # already -- and that's ok, so, we just check that the parent frame
+                                # matches in this case).
+                                smart_step_into_variant = get_smart_step_into_variant_from_frame_offset(pydev_smart_parent_offset, pydev_smart_step_into_variants)
+                                # print('matched parent offset', pydev_smart_parent_offset)
+                                # Ok, now, check the child variant
+                                children_variants = smart_step_into_variant.children_variants
+                                stop = children_variants and (
+                                    get_smart_step_into_variant_from_frame_offset(back.f_lasti, children_variants) is \
+                                    get_smart_step_into_variant_from_frame_offset(pydev_smart_child_offset, children_variants)
+                                )
+                                # print('stop at child', stop)
+
+                        if not stop:
+                            # In smart step into, if we didn't hit it in this frame once, that'll
+                            # not be the case next time either, so, disable tracing for this frame.
+                            return None if is_call else NO_FTRACE
+
+                elif step_cmd in (CMD_STEP_RETURN, CMD_STEP_RETURN_MY_CODE):
+                    stop = is_return and self._is_same_frame(stop_frame, frame)
+
+                else:
+                    stop = False
+
+                if stop and step_cmd != -1 and is_return and hasattr(frame, "f_back"):
+                    f_code = getattr(frame.f_back, 'f_code', None)
+                    if f_code is not None:
+                        if main_debugger.get_file_type(frame.f_back) == main_debugger.PYDEV_FILE:
+                            stop = False
+
+                if plugin_stop:
+                    stopped_on_plugin = plugin_manager.stop(main_debugger, frame, event, self._args, stop_info, arg, step_cmd)
+                elif stop:
+                    if is_line:
+                        self.set_suspend(thread, step_cmd, original_step_cmd=info.pydev_original_step_cmd)
+                        self.do_wait_suspend(thread, frame, event, arg)
+                    elif is_return:  # return event
+                        back = frame.f_back
+                        if back is not None:
+                            # When we get to the pydevd run function, the debugging has actually finished for the main thread
+                            # (note that it can still go on for other threads, but for this one, we just make it finish)
+                            # So, just setting it to None should be OK
+                            back_absolute_filename, _, base = get_abs_path_real_path_and_base_from_frame(back)
+                            if (base, back.f_code.co_name) in (DEBUG_START, DEBUG_START_PY3K):
+                                back = None
+
+                            elif base == TRACE_PROPERTY:
+                                # We dont want to trace the return event of pydevd_traceproperty (custom property for debugging)
+                                # if we're in a return, we want it to appear to the user in the previous frame!
+                                return None if is_call else NO_FTRACE
+
+                            elif pydevd_dont_trace.should_trace_hook is not None:
+                                if not pydevd_dont_trace.should_trace_hook(back, back_absolute_filename):
+                                    # In this case, we'll have to skip the previous one because it shouldn't be traced.
+                                    # Also, we have to reset the tracing, because if the parent's parent (or some
+                                    # other parent) has to be traced and it's not currently, we wouldn't stop where
+                                    # we should anymore (so, a step in/over/return may not stop anywhere if no parent is traced).
+                                    # Related test: _debugger_case17a.py
+                                    main_debugger.set_trace_for_frame_and_parents(back)
+                                    return None if is_call else NO_FTRACE
+
+                        if back is not None:
+                            # if we're in a return, we want it to appear to the user in the previous frame!
+                            self.set_suspend(thread, step_cmd, original_step_cmd=info.pydev_original_step_cmd)
+                            self.do_wait_suspend(thread, back, event, arg)
+                        else:
+                            # in jython we may not have a back frame
+                            info.pydev_step_stop = None
+                            info.pydev_original_step_cmd = -1
+                            info.pydev_step_cmd = -1
+                            info.pydev_state = STATE_RUN
+
+            except KeyboardInterrupt:
+                raise
+            except:
+                try:
+                    pydev_log.exception()
+                    info.pydev_original_step_cmd = -1
+                    info.pydev_step_cmd = -1
+                    info.pydev_step_stop = None
+                except:
+                    return None if is_call else NO_FTRACE
+
+            # if we are quitting, let's stop the tracing
+            if main_debugger.quitting:
+                return None if is_call else NO_FTRACE
+
+            return self.trace_dispatch
+        finally:
+            info.is_tracing -= 1
+
+        # end trace_dispatch
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_frame_utils.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_frame_utils.py
new file mode 120000
index 0000000..4c87a31
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_frame_utils.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/8e/b6/ac/b8aed651b2286e402c9d005c0d4662a7a84a82823cd0c3a9a8d918a4ba
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_gevent_integration.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_gevent_integration.py
new file mode 100644
index 0000000..ca404ba
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_gevent_integration.py
@@ -0,0 +1,93 @@
+import pydevd_tracing
+import greenlet
+import gevent
+from _pydev_bundle._pydev_saved_modules import threading
+from _pydevd_bundle.pydevd_custom_frames import add_custom_frame, update_custom_frame, remove_custom_frame
+from _pydevd_bundle.pydevd_constants import GEVENT_SHOW_PAUSED_GREENLETS, get_global_debugger, \
+    thread_get_ident
+from _pydev_bundle import pydev_log
+from pydevd_file_utils import basename
+
+_saved_greenlets_to_custom_frame_thread_id = {}
+
+if GEVENT_SHOW_PAUSED_GREENLETS:
+
+    def _get_paused_name(py_db, g):
+        frame = g.gr_frame
+        use_frame = frame
+
+        # i.e.: Show in the description of the greenlet the last user-code found.
+        while use_frame is not None:
+            if py_db.apply_files_filter(use_frame, use_frame.f_code.co_filename, True):
+                frame = use_frame
+                use_frame = use_frame.f_back
+            else:
+                break
+
+        if use_frame is None:
+            use_frame = frame
+
+        return '%s: %s - %s' % (type(g).__name__, use_frame.f_code.co_name, basename(use_frame.f_code.co_filename))
+
+    def greenlet_events(event, args):
+        if event in ('switch', 'throw'):
+            py_db = get_global_debugger()
+            origin, target = args
+
+            if not origin.dead and origin.gr_frame is not None:
+                frame_custom_thread_id = _saved_greenlets_to_custom_frame_thread_id.get(origin)
+                if frame_custom_thread_id is None:
+                    _saved_greenlets_to_custom_frame_thread_id[origin] = add_custom_frame(
+                        origin.gr_frame, _get_paused_name(py_db, origin), thread_get_ident())
+                else:
+                    update_custom_frame(
+                        frame_custom_thread_id, origin.gr_frame, _get_paused_name(py_db, origin), thread_get_ident())
+            else:
+                frame_custom_thread_id = _saved_greenlets_to_custom_frame_thread_id.pop(origin, None)
+                if frame_custom_thread_id is not None:
+                    remove_custom_frame(frame_custom_thread_id)
+
+            # This one will be resumed, so, remove custom frame from it.
+            frame_custom_thread_id = _saved_greenlets_to_custom_frame_thread_id.pop(target, None)
+            if frame_custom_thread_id is not None:
+                remove_custom_frame(frame_custom_thread_id)
+
+        # The tracing needs to be reapplied for each greenlet as gevent
+        # clears the tracing set through sys.settrace for each greenlet.
+        pydevd_tracing.reapply_settrace()
+
+else:
+
+    # i.e.: no logic related to showing paused greenlets is needed.
+    def greenlet_events(event, args):
+        pydevd_tracing.reapply_settrace()
+
+
+def enable_gevent_integration():
+    # References:
+    # https://greenlet.readthedocs.io/en/latest/api.html#greenlet.settrace
+    # https://greenlet.readthedocs.io/en/latest/tracing.html
+
+    # Note: gevent.version_info is WRONG (gevent.__version__ must be used).
+    try:
+        if tuple(int(x) for x in gevent.__version__.split('.')[:2]) <= (20, 0):
+            if not GEVENT_SHOW_PAUSED_GREENLETS:
+                return
+
+            if not hasattr(greenlet, 'settrace'):
+                # In older versions it was optional.
+                # We still try to use if available though (because without it
+                pydev_log.debug('greenlet.settrace not available. GEVENT_SHOW_PAUSED_GREENLETS will have no effect.')
+                return
+        try:
+            greenlet.settrace(greenlet_events)
+        except:
+            pydev_log.exception('Error with greenlet.settrace.')
+    except:
+        pydev_log.exception('Error setting up gevent %s.', gevent.__version__)
+
+
+def log_gevent_debug_info():
+    pydev_log.debug('Greenlet version: %s', greenlet.__version__)
+    pydev_log.debug('Gevent version: %s', gevent.__version__)
+    pydev_log.debug('Gevent install location: %s', gevent.__file__)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_import_class.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_import_class.py
new file mode 120000
index 0000000..aaf293b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_import_class.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5e/28/08/3186d583a22c358dec84771af91dbabc61b9c0c4c6ca0772877f2f694f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_io.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_io.py
new file mode 100644
index 0000000..3682c4d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_io.py
@@ -0,0 +1,258 @@
+from _pydevd_bundle.pydevd_constants import ForkSafeLock, get_global_debugger
+import os
+import sys
+from contextlib import contextmanager
+
+
+class IORedirector:
+    '''
+    This class works to wrap a stream (stdout/stderr) with an additional redirect.
+    '''
+
+    def __init__(self, original, new_redirect, wrap_buffer=False):
+        '''
+        :param stream original:
+            The stream to be wrapped (usually stdout/stderr, but could be None).
+
+        :param stream new_redirect:
+            Usually IOBuf (below).
+
+        :param bool wrap_buffer:
+            Whether to create a buffer attribute (needed to mimick python 3 s
+            tdout/stderr which has a buffer to write binary data).
+        '''
+        self._lock = ForkSafeLock(rlock=True)
+        self._writing = False
+        self._redirect_to = (original, new_redirect)
+        if wrap_buffer and hasattr(original, 'buffer'):
+            self.buffer = IORedirector(original.buffer, new_redirect.buffer, False)
+
+    def write(self, s):
+        # Note that writing to the original stream may fail for some reasons
+        # (such as trying to write something that's not a string or having it closed).
+        with self._lock:
+            if self._writing:
+                return
+            self._writing = True
+            try:
+                for r in self._redirect_to:
+                    if hasattr(r, 'write'):
+                        r.write(s)
+            finally:
+                self._writing = False
+
+    def isatty(self):
+        for r in self._redirect_to:
+            if hasattr(r, 'isatty'):
+                return r.isatty()
+        return False
+
+    def flush(self):
+        for r in self._redirect_to:
+            if hasattr(r, 'flush'):
+                r.flush()
+
+    def __getattr__(self, name):
+        for r in self._redirect_to:
+            if hasattr(r, name):
+                return getattr(r, name)
+        raise AttributeError(name)
+
+
+class RedirectToPyDBIoMessages(object):
+
+    def __init__(self, out_ctx, wrap_stream, wrap_buffer, on_write=None):
+        '''
+        :param out_ctx:
+            1=stdout and 2=stderr
+
+        :param wrap_stream:
+            Either sys.stdout or sys.stderr.
+
+        :param bool wrap_buffer:
+            If True the buffer attribute (which wraps writing bytes) should be
+            wrapped.
+
+        :param callable(str) on_write:
+            May be a custom callable to be called when to write something.
+            If not passed the default implementation will create an io message
+            and send it through the debugger.
+        '''
+        encoding = getattr(wrap_stream, 'encoding', None)
+        if not encoding:
+            encoding = os.environ.get('PYTHONIOENCODING', 'utf-8')
+        self.encoding = encoding
+        self._out_ctx = out_ctx
+        if wrap_buffer:
+            self.buffer = RedirectToPyDBIoMessages(out_ctx, wrap_stream, wrap_buffer=False, on_write=on_write)
+        self._on_write = on_write
+
+    def get_pydb(self):
+        # Note: separate method for mocking on tests.
+        return get_global_debugger()
+
+    def flush(self):
+        pass  # no-op here
+
+    def write(self, s):
+        if self._on_write is not None:
+            self._on_write(s)
+            return
+
+        if s:
+            # Need s in str
+            if isinstance(s, bytes):
+                s = s.decode(self.encoding, errors='replace')
+
+            py_db = self.get_pydb()
+            if py_db is not None:
+                # Note that the actual message contents will be a xml with utf-8, although
+                # the entry is str on py3 and bytes on py2.
+                cmd = py_db.cmd_factory.make_io_message(s, self._out_ctx)
+                if py_db.writer is not None:
+                    py_db.writer.add_command(cmd)
+
+
+class IOBuf:
+    '''This class works as a replacement for stdio and stderr.
+    It is a buffer and when its contents are requested, it will erase what
+    it has so far so that the next return will not return the same contents again.
+    '''
+
+    def __init__(self):
+        self.buflist = []
+        import os
+        self.encoding = os.environ.get('PYTHONIOENCODING', 'utf-8')
+
+    def getvalue(self):
+        b = self.buflist
+        self.buflist = []  # clear it
+        return ''.join(b)  # bytes on py2, str on py3.
+
+    def write(self, s):
+        if isinstance(s, bytes):
+            s = s.decode(self.encoding, errors='replace')
+        self.buflist.append(s)
+
+    def isatty(self):
+        return False
+
+    def flush(self):
+        pass
+
+    def empty(self):
+        return len(self.buflist) == 0
+
+
+class _RedirectInfo(object):
+
+    def __init__(self, original, redirect_to):
+        self.original = original
+        self.redirect_to = redirect_to
+
+
+class _RedirectionsHolder:
+    _lock = ForkSafeLock(rlock=True)
+    _stack_stdout = []
+    _stack_stderr = []
+
+    _pydevd_stdout_redirect_ = None
+    _pydevd_stderr_redirect_ = None
+
+
+def start_redirect(keep_original_redirection=False, std='stdout', redirect_to=None):
+    '''
+    @param std: 'stdout', 'stderr', or 'both'
+    '''
+    with _RedirectionsHolder._lock:
+        if redirect_to is None:
+            redirect_to = IOBuf()
+
+        if std == 'both':
+            config_stds = ['stdout', 'stderr']
+        else:
+            config_stds = [std]
+
+        for std in config_stds:
+            original = getattr(sys, std)
+            stack = getattr(_RedirectionsHolder, '_stack_%s' % std)
+
+            if keep_original_redirection:
+                wrap_buffer = True if hasattr(redirect_to, 'buffer') else False
+                new_std_instance = IORedirector(getattr(sys, std), redirect_to, wrap_buffer=wrap_buffer)
+                setattr(sys, std, new_std_instance)
+            else:
+                new_std_instance = redirect_to
+                setattr(sys, std, redirect_to)
+
+            stack.append(_RedirectInfo(original, new_std_instance))
+
+        return redirect_to
+
+
+def end_redirect(std='stdout'):
+    with _RedirectionsHolder._lock:
+        if std == 'both':
+            config_stds = ['stdout', 'stderr']
+        else:
+            config_stds = [std]
+        for std in config_stds:
+            stack = getattr(_RedirectionsHolder, '_stack_%s' % std)
+            redirect_info = stack.pop()
+            setattr(sys, std, redirect_info.original)
+
+
+def redirect_stream_to_pydb_io_messages(std):
+    '''
+    :param std:
+        'stdout' or 'stderr'
+    '''
+    with _RedirectionsHolder._lock:
+        redirect_to_name = '_pydevd_%s_redirect_' % (std,)
+        if getattr(_RedirectionsHolder, redirect_to_name) is None:
+            wrap_buffer = True
+            original = getattr(sys, std)
+
+            redirect_to = RedirectToPyDBIoMessages(1 if std == 'stdout' else 2, original, wrap_buffer)
+            start_redirect(keep_original_redirection=True, std=std, redirect_to=redirect_to)
+
+            stack = getattr(_RedirectionsHolder, '_stack_%s' % std)
+            setattr(_RedirectionsHolder, redirect_to_name, stack[-1])
+            return True
+
+        return False
+
+
+def stop_redirect_stream_to_pydb_io_messages(std):
+    '''
+    :param std:
+        'stdout' or 'stderr'
+    '''
+    with _RedirectionsHolder._lock:
+        redirect_to_name = '_pydevd_%s_redirect_' % (std,)
+        redirect_info = getattr(_RedirectionsHolder, redirect_to_name)
+        if redirect_info is not None:  # :type redirect_info: _RedirectInfo
+            setattr(_RedirectionsHolder, redirect_to_name, None)
+
+            stack = getattr(_RedirectionsHolder, '_stack_%s' % std)
+            prev_info = stack.pop()
+
+            curr = getattr(sys, std)
+            if curr is redirect_info.redirect_to:
+                setattr(sys, std, redirect_info.original)
+
+
+@contextmanager
+def redirect_stream_to_pydb_io_messages_context():
+    with _RedirectionsHolder._lock:
+        redirecting = []
+        for std in ('stdout', 'stderr'):
+            if redirect_stream_to_pydb_io_messages(std):
+                redirecting.append(std)
+
+        try:
+            yield
+        finally:
+            for std in redirecting:
+                stop_redirect_stream_to_pydb_io_messages(std)
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_json_debug_options.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_json_debug_options.py
new file mode 100644
index 0000000..4923268
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_json_debug_options.py
@@ -0,0 +1,196 @@
+import json
+import urllib.parse as urllib_parse
+
+
+class DebugOptions(object):
+
+    __slots__ = [
+        'just_my_code',
+        'redirect_output',
+        'show_return_value',
+        'break_system_exit_zero',
+        'django_debug',
+        'flask_debug',
+        'stop_on_entry',
+        'max_exception_stack_frames',
+        'gui_event_loop',
+    ]
+
+    def __init__(self):
+        self.just_my_code = True
+        self.redirect_output = False
+        self.show_return_value = False
+        self.break_system_exit_zero = False
+        self.django_debug = False
+        self.flask_debug = False
+        self.stop_on_entry = False
+        self.max_exception_stack_frames = 0
+        self.gui_event_loop = 'matplotlib'
+
+    def to_json(self):
+        dct = {}
+        for s in self.__slots__:
+            dct[s] = getattr(self, s)
+        return json.dumps(dct)
+
+    def update_fom_debug_options(self, debug_options):
+        if 'DEBUG_STDLIB' in debug_options:
+            self.just_my_code = not debug_options.get('DEBUG_STDLIB')
+
+        if 'REDIRECT_OUTPUT' in debug_options:
+            self.redirect_output = debug_options.get('REDIRECT_OUTPUT')
+
+        if 'SHOW_RETURN_VALUE' in debug_options:
+            self.show_return_value = debug_options.get('SHOW_RETURN_VALUE')
+
+        if 'BREAK_SYSTEMEXIT_ZERO' in debug_options:
+            self.break_system_exit_zero = debug_options.get('BREAK_SYSTEMEXIT_ZERO')
+
+        if 'DJANGO_DEBUG' in debug_options:
+            self.django_debug = debug_options.get('DJANGO_DEBUG')
+
+        if 'FLASK_DEBUG' in debug_options:
+            self.flask_debug = debug_options.get('FLASK_DEBUG')
+
+        if 'STOP_ON_ENTRY' in debug_options:
+            self.stop_on_entry = debug_options.get('STOP_ON_ENTRY')
+
+        # Note: _max_exception_stack_frames cannot be set by debug options.
+
+    def update_from_args(self, args):
+        if 'justMyCode' in args:
+            self.just_my_code = bool_parser(args['justMyCode'])
+        else:
+            # i.e.: if justMyCode is provided, don't check the deprecated value
+            if 'debugStdLib' in args:
+                self.just_my_code = not bool_parser(args['debugStdLib'])
+
+        if 'redirectOutput' in args:
+            self.redirect_output = bool_parser(args['redirectOutput'])
+
+        if 'showReturnValue' in args:
+            self.show_return_value = bool_parser(args['showReturnValue'])
+
+        if 'breakOnSystemExitZero' in args:
+            self.break_system_exit_zero = bool_parser(args['breakOnSystemExitZero'])
+
+        if 'django' in args:
+            self.django_debug = bool_parser(args['django'])
+
+        if 'flask' in args:
+            self.flask_debug = bool_parser(args['flask'])
+
+        if 'jinja' in args:
+            self.flask_debug = bool_parser(args['jinja'])
+
+        if 'stopOnEntry' in args:
+            self.stop_on_entry = bool_parser(args['stopOnEntry'])
+
+        self.max_exception_stack_frames = int_parser(args.get('maxExceptionStackFrames', 0))
+
+        if 'guiEventLoop' in args:
+            self.gui_event_loop = str(args['guiEventLoop'])
+
+
+def int_parser(s, default_value=0):
+    try:
+        return int(s)
+    except Exception:
+        return default_value
+
+
+def bool_parser(s):
+    return s in ("True", "true", "1", True, 1)
+
+
+def unquote(s):
+    return None if s is None else urllib_parse.unquote(s)
+
+
+DEBUG_OPTIONS_PARSER = {
+    'WAIT_ON_ABNORMAL_EXIT': bool_parser,
+    'WAIT_ON_NORMAL_EXIT': bool_parser,
+    'BREAK_SYSTEMEXIT_ZERO': bool_parser,
+    'REDIRECT_OUTPUT': bool_parser,
+    'DJANGO_DEBUG': bool_parser,
+    'FLASK_DEBUG': bool_parser,
+    'FIX_FILE_PATH_CASE': bool_parser,
+    'CLIENT_OS_TYPE': unquote,
+    'DEBUG_STDLIB': bool_parser,
+    'STOP_ON_ENTRY': bool_parser,
+    'SHOW_RETURN_VALUE': bool_parser,
+    'MULTIPROCESS': bool_parser,
+}
+
+DEBUG_OPTIONS_BY_FLAG = {
+    'RedirectOutput': 'REDIRECT_OUTPUT=True',
+    'WaitOnNormalExit': 'WAIT_ON_NORMAL_EXIT=True',
+    'WaitOnAbnormalExit': 'WAIT_ON_ABNORMAL_EXIT=True',
+    'BreakOnSystemExitZero': 'BREAK_SYSTEMEXIT_ZERO=True',
+    'Django': 'DJANGO_DEBUG=True',
+    'Flask': 'FLASK_DEBUG=True',
+    'Jinja': 'FLASK_DEBUG=True',
+    'FixFilePathCase': 'FIX_FILE_PATH_CASE=True',
+    'DebugStdLib': 'DEBUG_STDLIB=True',
+    'WindowsClient': 'CLIENT_OS_TYPE=WINDOWS',
+    'UnixClient': 'CLIENT_OS_TYPE=UNIX',
+    'StopOnEntry': 'STOP_ON_ENTRY=True',
+    'ShowReturnValue': 'SHOW_RETURN_VALUE=True',
+    'Multiprocess': 'MULTIPROCESS=True',
+}
+
+
+def _build_debug_options(flags):
+    """Build string representation of debug options from the launch config."""
+    return ';'.join(DEBUG_OPTIONS_BY_FLAG[flag]
+                    for flag in flags or []
+                    if flag in DEBUG_OPTIONS_BY_FLAG)
+
+
+def _parse_debug_options(opts):
+    """Debug options are semicolon separated key=value pairs
+    """
+    options = {}
+    if not opts:
+        return options
+
+    for opt in opts.split(';'):
+        try:
+            key, value = opt.split('=')
+        except ValueError:
+            continue
+        try:
+            options[key] = DEBUG_OPTIONS_PARSER[key](value)
+        except KeyError:
+            continue
+
+    return options
+
+
+def _extract_debug_options(opts, flags=None):
+    """Return the debug options encoded in the given value.
+
+    "opts" is a semicolon-separated string of "key=value" pairs.
+    "flags" is a list of strings.
+
+    If flags is provided then it is used as a fallback.
+
+    The values come from the launch config:
+
+     {
+         type:'python',
+         request:'launch'|'attach',
+         name:'friendly name for debug config',
+         debugOptions:[
+             'RedirectOutput', 'Django'
+         ],
+         options:'REDIRECT_OUTPUT=True;DJANGO_DEBUG=True'
+     }
+
+    Further information can be found here:
+
+    https://code.visualstudio.com/docs/editor/debugging#_launchjson-attributes
+    """
+    if not opts:
+        opts = _build_debug_options(flags)
+    return _parse_debug_options(opts)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_net_command.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_net_command.py
new file mode 100644
index 0000000..506f5fd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_net_command.py
@@ -0,0 +1,146 @@
+from _pydevd_bundle.pydevd_constants import DebugInfoHolder, \
+    get_global_debugger, GetGlobalDebugger, set_global_debugger  # Keep for backward compatibility @UnusedImport
+from _pydevd_bundle.pydevd_utils import quote_smart as quote, to_string
+from _pydevd_bundle.pydevd_comm_constants import ID_TO_MEANING, CMD_EXIT
+from _pydevd_bundle.pydevd_constants import HTTP_PROTOCOL, HTTP_JSON_PROTOCOL, \
+    get_protocol, IS_JYTHON, ForkSafeLock
+import json
+from _pydev_bundle import pydev_log
+
+
+class _BaseNetCommand(object):
+
+    # Command id. Should be set in instance.
+    id = -1
+
+    # Dict representation of the command to be set in instance. Only set for json commands.
+    as_dict = None
+
+    def send(self, *args, **kwargs):
+        pass
+
+    def call_after_send(self, callback):
+        pass
+
+
+class _NullNetCommand(_BaseNetCommand):
+    pass
+
+
+class _NullExitCommand(_NullNetCommand):
+
+    id = CMD_EXIT
+
+
+# Constant meant to be passed to the writer when the command is meant to be ignored.
+NULL_NET_COMMAND = _NullNetCommand()
+
+# Exit command -- only internal (we don't want/need to send this to the IDE).
+NULL_EXIT_COMMAND = _NullExitCommand()
+
+
+class NetCommand(_BaseNetCommand):
+    """
+    Commands received/sent over the network.
+
+    Command can represent command received from the debugger,
+    or one to be sent by daemon.
+    """
+    next_seq = 0  # sequence numbers
+
+    _showing_debug_info = 0
+    _show_debug_info_lock = ForkSafeLock(rlock=True)
+
+    _after_send = None
+
+    def __init__(self, cmd_id, seq, text, is_json=False):
+        """
+        If sequence is 0, new sequence will be generated (otherwise, this was the response
+        to a command from the client).
+        """
+        protocol = get_protocol()
+        self.id = cmd_id
+        if seq == 0:
+            NetCommand.next_seq += 2
+            seq = NetCommand.next_seq
+
+        self.seq = seq
+
+        if is_json:
+            if hasattr(text, 'to_dict'):
+                as_dict = text.to_dict(update_ids_to_dap=True)
+            else:
+                assert isinstance(text, dict)
+                as_dict = text
+            as_dict['pydevd_cmd_id'] = cmd_id
+            as_dict['seq'] = seq
+            self.as_dict = as_dict
+            text = json.dumps(as_dict)
+
+        assert isinstance(text, str)
+
+        if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 1:
+            self._show_debug_info(cmd_id, seq, text)
+
+        if is_json:
+            msg = text
+        else:
+            if protocol not in (HTTP_PROTOCOL, HTTP_JSON_PROTOCOL):
+                encoded = quote(to_string(text), '/<>_=" \t')
+                msg = '%s\t%s\t%s\n' % (cmd_id, seq, encoded)
+
+            else:
+                msg = '%s\t%s\t%s' % (cmd_id, seq, text)
+
+        if isinstance(msg, str):
+            msg = msg.encode('utf-8')
+
+        assert isinstance(msg, bytes)
+        as_bytes = msg
+        self._as_bytes = as_bytes
+
+    def send(self, sock):
+        as_bytes = self._as_bytes
+        try:
+            if get_protocol() in (HTTP_PROTOCOL, HTTP_JSON_PROTOCOL):
+                sock.sendall(('Content-Length: %s\r\n\r\n' % len(as_bytes)).encode('ascii'))
+            sock.sendall(as_bytes)
+            if self._after_send:
+                for method in self._after_send:
+                    method(sock)
+        except:
+            if IS_JYTHON:
+                # Ignore errors in sock.sendall in Jython (seems to be common for Jython to
+                # give spurious exceptions at interpreter shutdown here).
+                pass
+            else:
+                raise
+
+    def call_after_send(self, callback):
+        if not self._after_send:
+            self._after_send = [callback]
+        else:
+            self._after_send.append(callback)
+
+    @classmethod
+    def _show_debug_info(cls, cmd_id, seq, text):
+        with cls._show_debug_info_lock:
+            # Only one thread each time (rlock).
+            if cls._showing_debug_info:
+                # avoid recursing in the same thread (just printing could create
+                # a new command when redirecting output).
+                return
+
+            cls._showing_debug_info += 1
+            try:
+                out_message = 'sending cmd (%s) --> ' % (get_protocol(),)
+                out_message += "%20s" % ID_TO_MEANING.get(str(cmd_id), 'UNKNOWN')
+                out_message += ' '
+                out_message += text.replace('\n', ' ')
+                try:
+                    pydev_log.critical('%s\n', out_message)
+                except:
+                    pass
+            finally:
+                cls._showing_debug_info -= 1
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_net_command_factory_json.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_net_command_factory_json.py
new file mode 100644
index 0000000..a73b189
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_net_command_factory_json.py
@@ -0,0 +1,474 @@
+from functools import partial
+import itertools
+import os
+import sys
+import socket as socket_module
+
+from _pydev_bundle._pydev_imports_tipper import TYPE_IMPORT, TYPE_CLASS, TYPE_FUNCTION, TYPE_ATTR, \
+    TYPE_BUILTIN, TYPE_PARAM
+from _pydev_bundle.pydev_is_thread_alive import is_thread_alive
+from _pydev_bundle.pydev_override import overrides
+from _pydevd_bundle._debug_adapter import pydevd_schema
+from _pydevd_bundle._debug_adapter.pydevd_schema import ModuleEvent, ModuleEventBody, Module, \
+    OutputEventBody, OutputEvent, ContinuedEventBody, ExitedEventBody, \
+    ExitedEvent
+from _pydevd_bundle.pydevd_comm_constants import CMD_THREAD_CREATE, CMD_RETURN, CMD_MODULE_EVENT, \
+    CMD_WRITE_TO_CONSOLE, CMD_STEP_INTO, CMD_STEP_INTO_MY_CODE, CMD_STEP_OVER, CMD_STEP_OVER_MY_CODE, \
+    CMD_STEP_RETURN, CMD_STEP_CAUGHT_EXCEPTION, CMD_ADD_EXCEPTION_BREAK, CMD_SET_BREAK, \
+    CMD_SET_NEXT_STATEMENT, CMD_THREAD_SUSPEND_SINGLE_NOTIFICATION, \
+    CMD_THREAD_RESUME_SINGLE_NOTIFICATION, CMD_THREAD_KILL, CMD_STOP_ON_START, CMD_INPUT_REQUESTED, \
+    CMD_EXIT, CMD_STEP_INTO_COROUTINE, CMD_STEP_RETURN_MY_CODE, CMD_SMART_STEP_INTO, \
+    CMD_SET_FUNCTION_BREAK
+from _pydevd_bundle.pydevd_constants import get_thread_id, ForkSafeLock
+from _pydevd_bundle.pydevd_net_command import NetCommand, NULL_NET_COMMAND
+from _pydevd_bundle.pydevd_net_command_factory_xml import NetCommandFactory
+from _pydevd_bundle.pydevd_utils import get_non_pydevd_threads
+import pydevd_file_utils
+from _pydevd_bundle.pydevd_comm import build_exception_info_response
+from _pydevd_bundle.pydevd_additional_thread_info import set_additional_thread_info
+from _pydevd_bundle import pydevd_frame_utils, pydevd_constants, pydevd_utils
+import linecache
+from _pydevd_bundle.pydevd_thread_lifecycle import pydevd_find_thread_by_id
+from io import StringIO
+
+
+class ModulesManager(object):
+
+    def __init__(self):
+        self._lock = ForkSafeLock()
+        self._modules = {}
+        self._next_id = partial(next, itertools.count(0))
+
+    def track_module(self, filename_in_utf8, module_name, frame):
+        '''
+        :return list(NetCommand):
+            Returns a list with the module events to be sent.
+        '''
+        if filename_in_utf8 in self._modules:
+            return []
+
+        module_events = []
+        with self._lock:
+            # Must check again after getting the lock.
+            if filename_in_utf8 in self._modules:
+                return
+
+            try:
+                version = str(frame.f_globals.get('__version__', ''))
+            except:
+                version = '<unknown>'
+
+            try:
+                package_name = str(frame.f_globals.get('__package__', ''))
+            except:
+                package_name = '<unknown>'
+
+            module_id = self._next_id()
+
+            module = Module(module_id, module_name, filename_in_utf8)
+            if version:
+                module.version = version
+
+            if package_name:
+                # Note: package doesn't appear in the docs but seems to be expected?
+                module.kwargs['package'] = package_name
+
+            module_event = ModuleEvent(ModuleEventBody('new', module))
+
+            module_events.append(NetCommand(CMD_MODULE_EVENT, 0, module_event, is_json=True))
+
+            self._modules[filename_in_utf8] = module.to_dict()
+        return module_events
+
+    def get_modules_info(self):
+        '''
+        :return list(Module)
+        '''
+        with self._lock:
+            return list(self._modules.values())
+
+
+class NetCommandFactoryJson(NetCommandFactory):
+    '''
+    Factory for commands which will provide messages as json (they should be
+    similar to the debug adapter where possible, although some differences
+    are currently Ok).
+
+    Note that it currently overrides the xml version so that messages
+    can be done one at a time (any message not overridden will currently
+    use the xml version) -- after having all messages handled, it should
+    no longer use NetCommandFactory as the base class.
+    '''
+
+    def __init__(self):
+        NetCommandFactory.__init__(self)
+        self.modules_manager = ModulesManager()
+
+    @overrides(NetCommandFactory.make_version_message)
+    def make_version_message(self, seq):
+        return NULL_NET_COMMAND  # Not a part of the debug adapter protocol
+
+    @overrides(NetCommandFactory.make_protocol_set_message)
+    def make_protocol_set_message(self, seq):
+        return NULL_NET_COMMAND  # Not a part of the debug adapter protocol
+
+    @overrides(NetCommandFactory.make_thread_created_message)
+    def make_thread_created_message(self, thread):
+
+        # Note: the thread id for the debug adapter must be an int
+        # (make the actual id from get_thread_id respect that later on).
+        msg = pydevd_schema.ThreadEvent(
+            pydevd_schema.ThreadEventBody('started', get_thread_id(thread)),
+        )
+
+        return NetCommand(CMD_THREAD_CREATE, 0, msg, is_json=True)
+
+    @overrides(NetCommandFactory.make_custom_frame_created_message)
+    def make_custom_frame_created_message(self, frame_id, frame_description):
+        self._additional_thread_id_to_thread_name[frame_id] = frame_description
+        msg = pydevd_schema.ThreadEvent(
+            pydevd_schema.ThreadEventBody('started', frame_id),
+        )
+
+        return NetCommand(CMD_THREAD_CREATE, 0, msg, is_json=True)
+
+    @overrides(NetCommandFactory.make_thread_killed_message)
+    def make_thread_killed_message(self, tid):
+        self._additional_thread_id_to_thread_name.pop(tid, None)
+        msg = pydevd_schema.ThreadEvent(
+            pydevd_schema.ThreadEventBody('exited', tid),
+        )
+
+        return NetCommand(CMD_THREAD_KILL, 0, msg, is_json=True)
+
+    @overrides(NetCommandFactory.make_list_threads_message)
+    def make_list_threads_message(self, py_db, seq):
+        threads = []
+        for thread in get_non_pydevd_threads():
+            if is_thread_alive(thread):
+                thread_id = get_thread_id(thread)
+
+                # Notify that it's created (no-op if we already notified before).
+                py_db.notify_thread_created(thread_id, thread)
+
+                thread_schema = pydevd_schema.Thread(id=thread_id, name=thread.name)
+                threads.append(thread_schema.to_dict())
+
+        for thread_id, thread_name in list(self._additional_thread_id_to_thread_name.items()):
+            thread_schema = pydevd_schema.Thread(id=thread_id, name=thread_name)
+            threads.append(thread_schema.to_dict())
+
+        body = pydevd_schema.ThreadsResponseBody(threads)
+        response = pydevd_schema.ThreadsResponse(
+            request_seq=seq, success=True, command='threads', body=body)
+
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    @overrides(NetCommandFactory.make_get_completions_message)
+    def make_get_completions_message(self, seq, completions, qualifier, start):
+        COMPLETION_TYPE_LOOK_UP = {
+            TYPE_IMPORT: pydevd_schema.CompletionItemType.MODULE,
+            TYPE_CLASS: pydevd_schema.CompletionItemType.CLASS,
+            TYPE_FUNCTION: pydevd_schema.CompletionItemType.FUNCTION,
+            TYPE_ATTR: pydevd_schema.CompletionItemType.FIELD,
+            TYPE_BUILTIN: pydevd_schema.CompletionItemType.KEYWORD,
+            TYPE_PARAM: pydevd_schema.CompletionItemType.VARIABLE,
+        }
+
+        qualifier = qualifier.lower()
+        qualifier_len = len(qualifier)
+        targets = []
+        for completion in completions:
+            label = completion[0]
+            if label.lower().startswith(qualifier):
+                completion = pydevd_schema.CompletionItem(
+                    label=label, type=COMPLETION_TYPE_LOOK_UP[completion[3]], start=start, length=qualifier_len)
+                targets.append(completion.to_dict())
+
+        body = pydevd_schema.CompletionsResponseBody(targets)
+        response = pydevd_schema.CompletionsResponse(
+            request_seq=seq, success=True, command='completions', body=body)
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def _format_frame_name(self, fmt, initial_name, module_name, line, path):
+        if fmt is None:
+            return initial_name
+        frame_name = initial_name
+        if fmt.get('module', False):
+            if module_name:
+                if initial_name == '<module>':
+                    frame_name = module_name
+                else:
+                    frame_name = '%s.%s' % (module_name, initial_name)
+            else:
+                basename = os.path.basename(path)
+                basename = basename[0:-3] if basename.lower().endswith('.py') else basename
+                if initial_name == '<module>':
+                    frame_name = '%s in %s' % (initial_name, basename)
+                else:
+                    frame_name = '%s.%s' % (basename, initial_name)
+
+        if fmt.get('line', False):
+            frame_name = '%s : %d' % (frame_name, line)
+
+        return frame_name
+
+    @overrides(NetCommandFactory.make_get_thread_stack_message)
+    def make_get_thread_stack_message(self, py_db, seq, thread_id, topmost_frame, fmt, must_be_suspended=False, start_frame=0, levels=0):
+        frames = []
+        module_events = []
+
+        try:
+            # : :type suspended_frames_manager: SuspendedFramesManager
+            suspended_frames_manager = py_db.suspended_frames_manager
+            frames_list = suspended_frames_manager.get_frames_list(thread_id)
+            if frames_list is None:
+                # Could not find stack of suspended frame...
+                if must_be_suspended:
+                    return None
+                else:
+                    frames_list = pydevd_frame_utils.create_frames_list_from_frame(topmost_frame)
+
+            for frame_id, frame, method_name, original_filename, filename_in_utf8, lineno, applied_mapping, show_as_current_frame in self._iter_visible_frames_info(
+                    py_db, frames_list
+                ):
+
+                try:
+                    module_name = str(frame.f_globals.get('__name__', ''))
+                except:
+                    module_name = '<unknown>'
+
+                module_events.extend(self.modules_manager.track_module(filename_in_utf8, module_name, frame))
+
+                presentation_hint = None
+                if not getattr(frame, 'IS_PLUGIN_FRAME', False):  # Never filter out plugin frames!
+                    if py_db.is_files_filter_enabled and py_db.apply_files_filter(frame, original_filename, False):
+                        continue
+
+                    if not py_db.in_project_scope(frame):
+                        presentation_hint = 'subtle'
+
+                formatted_name = self._format_frame_name(fmt, method_name, module_name, lineno, filename_in_utf8)
+                if show_as_current_frame:
+                    formatted_name += ' (Current frame)'
+                source_reference = pydevd_file_utils.get_client_filename_source_reference(filename_in_utf8)
+
+                if not source_reference and not applied_mapping and not os.path.exists(original_filename):
+                    if getattr(frame.f_code, 'co_lnotab', None):
+                        # Create a source-reference to be used where we provide the source by decompiling the code.
+                        # Note: When the time comes to retrieve the source reference in this case, we'll
+                        # check the linecache first (see: get_decompiled_source_from_frame_id).
+                        source_reference = pydevd_file_utils.create_source_reference_for_frame_id(frame_id, original_filename)
+                    else:
+                        # Check if someone added a source reference to the linecache (Python attrs does this).
+                        if linecache.getline(original_filename, 1):
+                            source_reference = pydevd_file_utils.create_source_reference_for_linecache(
+                                original_filename)
+
+                frames.append(pydevd_schema.StackFrame(
+                    frame_id, formatted_name, lineno, column=1, source={
+                        'path': filename_in_utf8,
+                        'sourceReference': source_reference,
+                    },
+                    presentationHint=presentation_hint).to_dict())
+        finally:
+            topmost_frame = None
+
+        for module_event in module_events:
+            py_db.writer.add_command(module_event)
+
+        total_frames = len(frames)
+        stack_frames = frames
+        if bool(levels):
+            start = start_frame
+            end = min(start + levels, total_frames)
+            stack_frames = frames[start:end]
+
+        response = pydevd_schema.StackTraceResponse(
+            request_seq=seq,
+            success=True,
+            command='stackTrace',
+            body=pydevd_schema.StackTraceResponseBody(stackFrames=stack_frames, totalFrames=total_frames))
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    @overrides(NetCommandFactory.make_warning_message)
+    def make_warning_message(self, msg):
+        category = 'important'
+        body = OutputEventBody(msg, category)
+        event = OutputEvent(body)
+        return NetCommand(CMD_WRITE_TO_CONSOLE, 0, event, is_json=True)
+
+    @overrides(NetCommandFactory.make_io_message)
+    def make_io_message(self, msg, ctx):
+        category = 'stdout' if int(ctx) == 1 else 'stderr'
+        body = OutputEventBody(msg, category)
+        event = OutputEvent(body)
+        return NetCommand(CMD_WRITE_TO_CONSOLE, 0, event, is_json=True)
+
+    _STEP_REASONS = set([
+        CMD_STEP_INTO,
+        CMD_STEP_INTO_MY_CODE,
+        CMD_STEP_OVER,
+        CMD_STEP_OVER_MY_CODE,
+        CMD_STEP_RETURN,
+        CMD_STEP_RETURN_MY_CODE,
+        CMD_STEP_INTO_MY_CODE,
+        CMD_STOP_ON_START,
+        CMD_STEP_INTO_COROUTINE,
+        CMD_SMART_STEP_INTO,
+    ])
+    _EXCEPTION_REASONS = set([
+        CMD_STEP_CAUGHT_EXCEPTION,
+        CMD_ADD_EXCEPTION_BREAK,
+    ])
+
+    @overrides(NetCommandFactory.make_thread_suspend_single_notification)
+    def make_thread_suspend_single_notification(self, py_db, thread_id, stop_reason):
+        exc_desc = None
+        exc_name = None
+        thread = pydevd_find_thread_by_id(thread_id)
+        info = set_additional_thread_info(thread)
+
+        preserve_focus_hint = False
+        if stop_reason in self._STEP_REASONS:
+            if info.pydev_original_step_cmd == CMD_STOP_ON_START:
+
+                # Just to make sure that's not set as the original reason anymore.
+                info.pydev_original_step_cmd = -1
+                stop_reason = 'entry'
+            else:
+                stop_reason = 'step'
+        elif stop_reason in self._EXCEPTION_REASONS:
+            stop_reason = 'exception'
+        elif stop_reason == CMD_SET_BREAK:
+            stop_reason = 'breakpoint'
+        elif stop_reason == CMD_SET_FUNCTION_BREAK:
+            stop_reason = 'function breakpoint'
+        elif stop_reason == CMD_SET_NEXT_STATEMENT:
+            stop_reason = 'goto'
+        else:
+            stop_reason = 'pause'
+            preserve_focus_hint = True
+
+        if stop_reason == 'exception':
+            exception_info_response = build_exception_info_response(
+                py_db, thread_id, -1, set_additional_thread_info, self._iter_visible_frames_info, max_frames=-1)
+            exception_info_response
+
+            exc_name = exception_info_response.body.exceptionId
+            exc_desc = exception_info_response.body.description
+
+        body = pydevd_schema.StoppedEventBody(
+            reason=stop_reason,
+            description=exc_desc,
+            threadId=thread_id,
+            text=exc_name,
+            allThreadsStopped=True,
+            preserveFocusHint=preserve_focus_hint,
+        )
+        event = pydevd_schema.StoppedEvent(body)
+        return NetCommand(CMD_THREAD_SUSPEND_SINGLE_NOTIFICATION, 0, event, is_json=True)
+
+    @overrides(NetCommandFactory.make_thread_resume_single_notification)
+    def make_thread_resume_single_notification(self, thread_id):
+        body = ContinuedEventBody(threadId=thread_id, allThreadsContinued=True)
+        event = pydevd_schema.ContinuedEvent(body)
+        return NetCommand(CMD_THREAD_RESUME_SINGLE_NOTIFICATION, 0, event, is_json=True)
+
+    @overrides(NetCommandFactory.make_set_next_stmnt_status_message)
+    def make_set_next_stmnt_status_message(self, seq, is_success, exception_msg):
+        response = pydevd_schema.GotoResponse(
+            request_seq=int(seq),
+            success=is_success,
+            command='goto',
+            body={},
+            message=(None if is_success else exception_msg))
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    @overrides(NetCommandFactory.make_send_curr_exception_trace_message)
+    def make_send_curr_exception_trace_message(self, *args, **kwargs):
+        return NULL_NET_COMMAND  # Not a part of the debug adapter protocol
+
+    @overrides(NetCommandFactory.make_send_curr_exception_trace_proceeded_message)
+    def make_send_curr_exception_trace_proceeded_message(self, *args, **kwargs):
+        return NULL_NET_COMMAND  # Not a part of the debug adapter protocol
+
+    @overrides(NetCommandFactory.make_send_breakpoint_exception_message)
+    def make_send_breakpoint_exception_message(self, *args, **kwargs):
+        return NULL_NET_COMMAND  # Not a part of the debug adapter protocol
+
+    @overrides(NetCommandFactory.make_process_created_message)
+    def make_process_created_message(self, *args, **kwargs):
+        return NULL_NET_COMMAND  # Not a part of the debug adapter protocol
+
+    @overrides(NetCommandFactory.make_process_about_to_be_replaced_message)
+    def make_process_about_to_be_replaced_message(self):
+        event = ExitedEvent(ExitedEventBody(-1, pydevdReason="processReplaced"))
+
+        cmd = NetCommand(CMD_RETURN, 0, event, is_json=True)
+
+        def after_send(socket):
+            socket.setsockopt(socket_module.IPPROTO_TCP, socket_module.TCP_NODELAY, 1)
+
+        cmd.call_after_send(after_send)
+        return cmd
+
+    @overrides(NetCommandFactory.make_thread_suspend_message)
+    def make_thread_suspend_message(self, *args, **kwargs):
+        return NULL_NET_COMMAND  # Not a part of the debug adapter protocol
+
+    @overrides(NetCommandFactory.make_thread_run_message)
+    def make_thread_run_message(self, *args, **kwargs):
+        return NULL_NET_COMMAND  # Not a part of the debug adapter protocol
+
+    @overrides(NetCommandFactory.make_reloaded_code_message)
+    def make_reloaded_code_message(self, *args, **kwargs):
+        return NULL_NET_COMMAND  # Not a part of the debug adapter protocol
+
+    @overrides(NetCommandFactory.make_input_requested_message)
+    def make_input_requested_message(self, started):
+        event = pydevd_schema.PydevdInputRequestedEvent(body={})
+        return NetCommand(CMD_INPUT_REQUESTED, 0, event, is_json=True)
+
+    @overrides(NetCommandFactory.make_skipped_step_in_because_of_filters)
+    def make_skipped_step_in_because_of_filters(self, py_db, frame):
+        msg = 'Frame skipped from debugging during step-in.'
+        if py_db.get_use_libraries_filter():
+            msg += ('\nNote: may have been skipped because of "justMyCode" option (default == true). '
+                    'Try setting \"justMyCode\": false in the debug configuration (e.g., launch.json).\n')
+        return self.make_warning_message(msg)
+
+    @overrides(NetCommandFactory.make_evaluation_timeout_msg)
+    def make_evaluation_timeout_msg(self, py_db, expression, curr_thread):
+        msg = '''Evaluating: %s did not finish after %.2f seconds.
+This may mean a number of things:
+- This evaluation is really slow and this is expected.
+    In this case it's possible to silence this error by raising the timeout, setting the
+    PYDEVD_WARN_EVALUATION_TIMEOUT environment variable to a bigger value.
+
+- The evaluation may need other threads running while it's running:
+    In this case, it's possible to set the PYDEVD_UNBLOCK_THREADS_TIMEOUT
+    environment variable so that if after a given timeout an evaluation doesn't finish,
+    other threads are unblocked or you can manually resume all threads.
+
+    Alternatively, it's also possible to skip breaking on a particular thread by setting a
+    `pydev_do_not_trace = True` attribute in the related threading.Thread instance
+    (if some thread should always be running and no breakpoints are expected to be hit in it).
+
+- The evaluation is deadlocked:
+    In this case you may set the PYDEVD_THREAD_DUMP_ON_WARN_EVALUATION_TIMEOUT
+    environment variable to true so that a thread dump is shown along with this message and
+    optionally, set the PYDEVD_INTERRUPT_THREAD_TIMEOUT to some value so that the debugger
+    tries to interrupt the evaluation (if possible) when this happens.
+''' % (expression, pydevd_constants.PYDEVD_WARN_EVALUATION_TIMEOUT)
+
+        if pydevd_constants.PYDEVD_THREAD_DUMP_ON_WARN_EVALUATION_TIMEOUT:
+            stream = StringIO()
+            pydevd_utils.dump_threads(stream, show_pydevd_threads=False)
+            msg += '\n\n%s\n' % stream.getvalue()
+        return self.make_warning_message(msg)
+
+    @overrides(NetCommandFactory.make_exit_command)
+    def make_exit_command(self, py_db):
+        event = pydevd_schema.TerminatedEvent(pydevd_schema.TerminatedEventBody())
+        return NetCommand(CMD_EXIT, 0, event, is_json=True)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_net_command_factory_xml.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_net_command_factory_xml.py
new file mode 100644
index 0000000..072ba98
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_net_command_factory_xml.py
@@ -0,0 +1,493 @@
+import json
+
+from _pydev_bundle.pydev_is_thread_alive import is_thread_alive
+from _pydev_bundle._pydev_saved_modules import thread
+from _pydevd_bundle import pydevd_xml, pydevd_frame_utils, pydevd_constants, pydevd_utils
+from _pydevd_bundle.pydevd_comm_constants import (
+    CMD_THREAD_CREATE, CMD_THREAD_KILL, CMD_THREAD_SUSPEND, CMD_THREAD_RUN, CMD_GET_VARIABLE,
+    CMD_EVALUATE_EXPRESSION, CMD_GET_FRAME, CMD_WRITE_TO_CONSOLE, CMD_GET_COMPLETIONS,
+    CMD_LOAD_SOURCE, CMD_SET_NEXT_STATEMENT, CMD_EXIT, CMD_GET_FILE_CONTENTS,
+    CMD_EVALUATE_CONSOLE_EXPRESSION, CMD_RUN_CUSTOM_OPERATION,
+    CMD_GET_BREAKPOINT_EXCEPTION, CMD_SEND_CURR_EXCEPTION_TRACE,
+    CMD_SEND_CURR_EXCEPTION_TRACE_PROCEEDED, CMD_SHOW_CONSOLE, CMD_GET_ARRAY,
+    CMD_INPUT_REQUESTED, CMD_GET_DESCRIPTION, CMD_PROCESS_CREATED,
+    CMD_SHOW_CYTHON_WARNING, CMD_LOAD_FULL_VALUE, CMD_GET_THREAD_STACK,
+    CMD_GET_EXCEPTION_DETAILS, CMD_THREAD_SUSPEND_SINGLE_NOTIFICATION,
+    CMD_THREAD_RESUME_SINGLE_NOTIFICATION,
+    CMD_GET_NEXT_STATEMENT_TARGETS, CMD_VERSION,
+    CMD_RETURN, CMD_SET_PROTOCOL, CMD_ERROR, MAX_IO_MSG_SIZE, VERSION_STRING,
+    CMD_RELOAD_CODE, CMD_LOAD_SOURCE_FROM_FRAME_ID)
+from _pydevd_bundle.pydevd_constants import (DebugInfoHolder, get_thread_id,
+    get_global_debugger, GetGlobalDebugger, set_global_debugger)  # Keep for backward compatibility @UnusedImport
+from _pydevd_bundle.pydevd_net_command import NetCommand, NULL_NET_COMMAND, NULL_EXIT_COMMAND
+from _pydevd_bundle.pydevd_utils import quote_smart as quote, get_non_pydevd_threads
+from pydevd_file_utils import get_abs_path_real_path_and_base_from_frame
+import pydevd_file_utils
+from pydevd_tracing import get_exception_traceback_str
+from _pydev_bundle._pydev_completer import completions_to_xml
+from _pydev_bundle import pydev_log
+from _pydevd_bundle.pydevd_frame_utils import FramesList
+from io import StringIO
+
+
+#=======================================================================================================================
+# NetCommandFactory
+#=======================================================================================================================
+class NetCommandFactory(object):
+
+    def __init__(self):
+        self._additional_thread_id_to_thread_name = {}
+
+    def _thread_to_xml(self, thread):
+        """ thread information as XML """
+        name = pydevd_xml.make_valid_xml_value(thread.name)
+        cmd_text = '<thread name="%s" id="%s" />' % (quote(name), get_thread_id(thread))
+        return cmd_text
+
+    def make_error_message(self, seq, text):
+        cmd = NetCommand(CMD_ERROR, seq, text)
+        if DebugInfoHolder.DEBUG_TRACE_LEVEL > 2:
+            pydev_log.error("Error: %s" % (text,))
+        return cmd
+
+    def make_protocol_set_message(self, seq):
+        return NetCommand(CMD_SET_PROTOCOL, seq, '')
+
+    def make_thread_created_message(self, thread):
+        cmdText = "<xml>" + self._thread_to_xml(thread) + "</xml>"
+        return NetCommand(CMD_THREAD_CREATE, 0, cmdText)
+
+    def make_process_created_message(self):
+        cmdText = '<process/>'
+        return NetCommand(CMD_PROCESS_CREATED, 0, cmdText)
+
+    def make_process_about_to_be_replaced_message(self):
+        return NULL_NET_COMMAND
+
+    def make_show_cython_warning_message(self):
+        try:
+            return NetCommand(CMD_SHOW_CYTHON_WARNING, 0, '')
+        except:
+            return self.make_error_message(0, get_exception_traceback_str())
+
+    def make_custom_frame_created_message(self, frame_id, frame_description):
+        self._additional_thread_id_to_thread_name[frame_id] = frame_description
+        frame_description = pydevd_xml.make_valid_xml_value(frame_description)
+        return NetCommand(CMD_THREAD_CREATE, 0, '<xml><thread name="%s" id="%s"/></xml>' % (frame_description, frame_id))
+
+    def make_list_threads_message(self, py_db, seq):
+        """ returns thread listing as XML """
+        try:
+            threads = get_non_pydevd_threads()
+            cmd_text = ["<xml>"]
+            append = cmd_text.append
+            for thread in threads:
+                if is_thread_alive(thread):
+                    append(self._thread_to_xml(thread))
+
+            for thread_id, thread_name in list(self._additional_thread_id_to_thread_name.items()):
+                name = pydevd_xml.make_valid_xml_value(thread_name)
+                append('<thread name="%s" id="%s" />' % (quote(name), thread_id))
+
+            append("</xml>")
+            return NetCommand(CMD_RETURN, seq, ''.join(cmd_text))
+        except:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_get_thread_stack_message(self, py_db, seq, thread_id, topmost_frame, fmt, must_be_suspended=False, start_frame=0, levels=0):
+        """
+        Returns thread stack as XML.
+
+        :param must_be_suspended: If True and the thread is not suspended, returns None.
+        """
+        try:
+            # If frame is None, the return is an empty frame list.
+            cmd_text = ['<xml><thread id="%s">' % (thread_id,)]
+
+            if topmost_frame is not None:
+                try:
+                    # : :type suspended_frames_manager: SuspendedFramesManager
+                    suspended_frames_manager = py_db.suspended_frames_manager
+                    frames_list = suspended_frames_manager.get_frames_list(thread_id)
+                    if frames_list is None:
+                        # Could not find stack of suspended frame...
+                        if must_be_suspended:
+                            return None
+                        else:
+                            frames_list = pydevd_frame_utils.create_frames_list_from_frame(topmost_frame)
+
+                    cmd_text.append(self.make_thread_stack_str(py_db, frames_list))
+                finally:
+                    topmost_frame = None
+            cmd_text.append('</thread></xml>')
+            return NetCommand(CMD_GET_THREAD_STACK, seq, ''.join(cmd_text))
+        except:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_variable_changed_message(self, seq, payload):
+        # notify debugger that value was changed successfully
+        return NetCommand(CMD_RETURN, seq, payload)
+
+    def make_warning_message(self, msg):
+        return self.make_io_message(msg, 2)
+
+    def make_io_message(self, msg, ctx):
+        '''
+        @param msg: the message to pass to the debug server
+        @param ctx: 1 for stdio 2 for stderr
+        '''
+        try:
+            msg = pydevd_constants.as_str(msg)
+
+            if len(msg) > MAX_IO_MSG_SIZE:
+                msg = msg[0:MAX_IO_MSG_SIZE]
+                msg += '...'
+
+            msg = pydevd_xml.make_valid_xml_value(quote(msg, '/>_= '))
+            return NetCommand(str(CMD_WRITE_TO_CONSOLE), 0, '<xml><io s="%s" ctx="%s"/></xml>' % (msg, ctx))
+        except:
+            return self.make_error_message(0, get_exception_traceback_str())
+
+    def make_version_message(self, seq):
+        try:
+            return NetCommand(CMD_VERSION, seq, VERSION_STRING)
+        except:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_thread_killed_message(self, tid):
+        self._additional_thread_id_to_thread_name.pop(tid, None)
+        try:
+            return NetCommand(CMD_THREAD_KILL, 0, str(tid))
+        except:
+            return self.make_error_message(0, get_exception_traceback_str())
+
+    def _iter_visible_frames_info(self, py_db, frames_list):
+        assert frames_list.__class__ == FramesList
+        for frame in frames_list:
+            show_as_current_frame = frame is frames_list.current_frame
+            if frame.f_code is None:
+                pydev_log.info('Frame without f_code: %s', frame)
+                continue  # IronPython sometimes does not have it!
+
+            method_name = frame.f_code.co_name  # method name (if in method) or ? if global
+            if method_name is None:
+                pydev_log.info('Frame without co_name: %s', frame)
+                continue  # IronPython sometimes does not have it!
+
+            abs_path_real_path_and_base = get_abs_path_real_path_and_base_from_frame(frame)
+            if py_db.get_file_type(frame, abs_path_real_path_and_base) == py_db.PYDEV_FILE:
+                # Skip pydevd files.
+                frame = frame.f_back
+                continue
+
+            frame_id = id(frame)
+            lineno = frames_list.frame_id_to_lineno.get(frame_id, frame.f_lineno)
+
+            filename_in_utf8, lineno, changed = py_db.source_mapping.map_to_client(abs_path_real_path_and_base[0], lineno)
+            new_filename_in_utf8, applied_mapping = pydevd_file_utils.map_file_to_client(filename_in_utf8)
+            applied_mapping = applied_mapping or changed
+
+            yield frame_id, frame, method_name, abs_path_real_path_and_base[0], new_filename_in_utf8, lineno, applied_mapping, show_as_current_frame
+
+    def make_thread_stack_str(self, py_db, frames_list):
+        assert frames_list.__class__ == FramesList
+        make_valid_xml_value = pydevd_xml.make_valid_xml_value
+        cmd_text_list = []
+        append = cmd_text_list.append
+
+        try:
+            for frame_id, frame, method_name, _original_filename, filename_in_utf8, lineno, _applied_mapping, _show_as_current_frame in self._iter_visible_frames_info(
+                    py_db, frames_list
+                ):
+
+                # print("file is ", filename_in_utf8)
+                # print("line is ", lineno)
+
+                # Note: variables are all gotten 'on-demand'.
+                append('<frame id="%s" name="%s" ' % (frame_id , make_valid_xml_value(method_name)))
+                append('file="%s" line="%s">' % (quote(make_valid_xml_value(filename_in_utf8), '/>_= \t'), lineno))
+                append("</frame>")
+        except:
+            pydev_log.exception()
+
+        return ''.join(cmd_text_list)
+
+    def make_thread_suspend_str(
+        self,
+        py_db,
+        thread_id,
+        frames_list,
+        stop_reason=None,
+        message=None,
+        suspend_type="trace",
+        ):
+        """
+        :return tuple(str,str):
+            Returns tuple(thread_suspended_str, thread_stack_str).
+
+            i.e.:
+            (
+                '''
+                    <xml>
+                        <thread id="id" stop_reason="reason">
+                            <frame id="id" name="functionName " file="file" line="line">
+                            </frame>
+                        </thread>
+                    </xml>
+                '''
+                ,
+                '''
+                <frame id="id" name="functionName " file="file" line="line">
+                </frame>
+                '''
+            )
+        """
+        assert frames_list.__class__ == FramesList
+        make_valid_xml_value = pydevd_xml.make_valid_xml_value
+        cmd_text_list = []
+        append = cmd_text_list.append
+
+        cmd_text_list.append('<xml>')
+        if message:
+            message = make_valid_xml_value(message)
+
+        append('<thread id="%s"' % (thread_id,))
+        if stop_reason is not None:
+            append(' stop_reason="%s"' % (stop_reason,))
+        if message is not None:
+            append(' message="%s"' % (message,))
+        if suspend_type is not None:
+            append(' suspend_type="%s"' % (suspend_type,))
+        append('>')
+        thread_stack_str = self.make_thread_stack_str(py_db, frames_list)
+        append(thread_stack_str)
+        append("</thread></xml>")
+
+        return ''.join(cmd_text_list), thread_stack_str
+
+    def make_thread_suspend_message(self, py_db, thread_id, frames_list, stop_reason, message, suspend_type):
+        try:
+            thread_suspend_str, thread_stack_str = self.make_thread_suspend_str(
+                py_db, thread_id, frames_list, stop_reason, message, suspend_type)
+            cmd = NetCommand(CMD_THREAD_SUSPEND, 0, thread_suspend_str)
+            cmd.thread_stack_str = thread_stack_str
+            cmd.thread_suspend_str = thread_suspend_str
+            return cmd
+        except:
+            return self.make_error_message(0, get_exception_traceback_str())
+
+    def make_thread_suspend_single_notification(self, py_db, thread_id, stop_reason):
+        try:
+            return NetCommand(CMD_THREAD_SUSPEND_SINGLE_NOTIFICATION, 0, json.dumps(
+                {'thread_id': thread_id, 'stop_reason':stop_reason}))
+        except:
+            return self.make_error_message(0, get_exception_traceback_str())
+
+    def make_thread_resume_single_notification(self, thread_id):
+        try:
+            return NetCommand(CMD_THREAD_RESUME_SINGLE_NOTIFICATION, 0, json.dumps(
+                {'thread_id': thread_id}))
+        except:
+            return self.make_error_message(0, get_exception_traceback_str())
+
+    def make_thread_run_message(self, thread_id, reason):
+        try:
+            return NetCommand(CMD_THREAD_RUN, 0, "%s\t%s" % (thread_id, reason))
+        except:
+            return self.make_error_message(0, get_exception_traceback_str())
+
+    def make_get_variable_message(self, seq, payload):
+        try:
+            return NetCommand(CMD_GET_VARIABLE, seq, payload)
+        except Exception:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_get_array_message(self, seq, payload):
+        try:
+            return NetCommand(CMD_GET_ARRAY, seq, payload)
+        except Exception:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_get_description_message(self, seq, payload):
+        try:
+            return NetCommand(CMD_GET_DESCRIPTION, seq, payload)
+        except Exception:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_get_frame_message(self, seq, payload):
+        try:
+            return NetCommand(CMD_GET_FRAME, seq, payload)
+        except Exception:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_evaluate_expression_message(self, seq, payload):
+        try:
+            return NetCommand(CMD_EVALUATE_EXPRESSION, seq, payload)
+        except Exception:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_get_completions_message(self, seq, completions, qualifier, start):
+        try:
+            payload = completions_to_xml(completions)
+            return NetCommand(CMD_GET_COMPLETIONS, seq, payload)
+        except Exception:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_get_file_contents(self, seq, payload):
+        try:
+            return NetCommand(CMD_GET_FILE_CONTENTS, seq, payload)
+        except Exception:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_reloaded_code_message(self, seq, reloaded_ok):
+        try:
+            return NetCommand(CMD_RELOAD_CODE, seq, '<xml><reloaded ok="%s"></reloaded></xml>' % reloaded_ok)
+        except Exception:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_send_breakpoint_exception_message(self, seq, payload):
+        try:
+            return NetCommand(CMD_GET_BREAKPOINT_EXCEPTION, seq, payload)
+        except Exception:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def _make_send_curr_exception_trace_str(self, py_db, thread_id, exc_type, exc_desc, trace_obj):
+        frames_list = pydevd_frame_utils.create_frames_list_from_traceback(trace_obj, None, exc_type, exc_desc)
+
+        exc_type = pydevd_xml.make_valid_xml_value(str(exc_type)).replace('\t', '  ') or 'exception: type unknown'
+        exc_desc = pydevd_xml.make_valid_xml_value(str(exc_desc)).replace('\t', '  ') or 'exception: no description'
+
+        thread_suspend_str, thread_stack_str = self.make_thread_suspend_str(
+            py_db, thread_id, frames_list, CMD_SEND_CURR_EXCEPTION_TRACE, '')
+        return exc_type, exc_desc, thread_suspend_str, thread_stack_str
+
+    def make_send_curr_exception_trace_message(self, py_db, seq, thread_id, curr_frame_id, exc_type, exc_desc, trace_obj):
+        try:
+            exc_type, exc_desc, thread_suspend_str, _thread_stack_str = self._make_send_curr_exception_trace_str(
+                py_db, thread_id, exc_type, exc_desc, trace_obj)
+            payload = str(curr_frame_id) + '\t' + exc_type + "\t" + exc_desc + "\t" + thread_suspend_str
+            return NetCommand(CMD_SEND_CURR_EXCEPTION_TRACE, seq, payload)
+        except Exception:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_get_exception_details_message(self, py_db, seq, thread_id, topmost_frame):
+        """Returns exception details as XML """
+        try:
+            # If the debugger is not suspended, just return the thread and its id.
+            cmd_text = ['<xml><thread id="%s" ' % (thread_id,)]
+
+            if topmost_frame is not None:
+                try:
+                    frame = topmost_frame
+                    topmost_frame = None
+                    while frame is not None:
+                        if frame.f_code.co_name == 'do_wait_suspend' and frame.f_code.co_filename.endswith('pydevd.py'):
+                            arg = frame.f_locals.get('arg', None)
+                            if arg is not None:
+                                exc_type, exc_desc, _thread_suspend_str, thread_stack_str = self._make_send_curr_exception_trace_str(
+                                    py_db, thread_id, *arg)
+                                cmd_text.append('exc_type="%s" ' % (exc_type,))
+                                cmd_text.append('exc_desc="%s" ' % (exc_desc,))
+                                cmd_text.append('>')
+                                cmd_text.append(thread_stack_str)
+                                break
+                        frame = frame.f_back
+                    else:
+                        cmd_text.append('>')
+                finally:
+                    frame = None
+            cmd_text.append('</thread></xml>')
+            return NetCommand(CMD_GET_EXCEPTION_DETAILS, seq, ''.join(cmd_text))
+        except:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_send_curr_exception_trace_proceeded_message(self, seq, thread_id):
+        try:
+            return NetCommand(CMD_SEND_CURR_EXCEPTION_TRACE_PROCEEDED, 0, str(thread_id))
+        except:
+            return self.make_error_message(0, get_exception_traceback_str())
+
+    def make_send_console_message(self, seq, payload):
+        try:
+            return NetCommand(CMD_EVALUATE_CONSOLE_EXPRESSION, seq, payload)
+        except Exception:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_custom_operation_message(self, seq, payload):
+        try:
+            return NetCommand(CMD_RUN_CUSTOM_OPERATION, seq, payload)
+        except Exception:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_load_source_message(self, seq, source):
+        return NetCommand(CMD_LOAD_SOURCE, seq, source)
+
+    def make_load_source_from_frame_id_message(self, seq, source):
+        return NetCommand(CMD_LOAD_SOURCE_FROM_FRAME_ID, seq, source)
+
+    def make_show_console_message(self, py_db, thread_id, frame):
+        try:
+            frames_list = pydevd_frame_utils.create_frames_list_from_frame(frame)
+            thread_suspended_str, _thread_stack_str = self.make_thread_suspend_str(
+                py_db, thread_id, frames_list, CMD_SHOW_CONSOLE, '')
+            return NetCommand(CMD_SHOW_CONSOLE, 0, thread_suspended_str)
+        except:
+            return self.make_error_message(0, get_exception_traceback_str())
+
+    def make_input_requested_message(self, started):
+        try:
+            return NetCommand(CMD_INPUT_REQUESTED, 0, str(started))
+        except:
+            return self.make_error_message(0, get_exception_traceback_str())
+
+    def make_set_next_stmnt_status_message(self, seq, is_success, exception_msg):
+        try:
+            message = str(is_success) + '\t' + exception_msg
+            return NetCommand(CMD_SET_NEXT_STATEMENT, int(seq), message)
+        except:
+            return self.make_error_message(0, get_exception_traceback_str())
+
+    def make_load_full_value_message(self, seq, payload):
+        try:
+            return NetCommand(CMD_LOAD_FULL_VALUE, seq, payload)
+        except Exception:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_get_next_statement_targets_message(self, seq, payload):
+        try:
+            return NetCommand(CMD_GET_NEXT_STATEMENT_TARGETS, seq, payload)
+        except Exception:
+            return self.make_error_message(seq, get_exception_traceback_str())
+
+    def make_skipped_step_in_because_of_filters(self, py_db, frame):
+        return NULL_NET_COMMAND  # Not a part of the xml protocol
+
+    def make_evaluation_timeout_msg(self, py_db, expression, thread):
+        msg = '''pydevd: Evaluating: %s did not finish after %.2f seconds.
+This may mean a number of things:
+- This evaluation is really slow and this is expected.
+    In this case it's possible to silence this error by raising the timeout, setting the
+    PYDEVD_WARN_EVALUATION_TIMEOUT environment variable to a bigger value.
+
+- The evaluation may need other threads running while it's running:
+    In this case, you may need to manually let other paused threads continue.
+
+    Alternatively, it's also possible to skip breaking on a particular thread by setting a
+    `pydev_do_not_trace = True` attribute in the related threading.Thread instance
+    (if some thread should always be running and no breakpoints are expected to be hit in it).
+
+- The evaluation is deadlocked:
+    In this case you may set the PYDEVD_THREAD_DUMP_ON_WARN_EVALUATION_TIMEOUT
+    environment variable to true so that a thread dump is shown along with this message and
+    optionally, set the PYDEVD_INTERRUPT_THREAD_TIMEOUT to some value so that the debugger
+    tries to interrupt the evaluation (if possible) when this happens.
+''' % (expression, pydevd_constants.PYDEVD_WARN_EVALUATION_TIMEOUT)
+
+        if pydevd_constants.PYDEVD_THREAD_DUMP_ON_WARN_EVALUATION_TIMEOUT:
+            stream = StringIO()
+            pydevd_utils.dump_threads(stream, show_pydevd_threads=False)
+            msg += '\n\n%s\n' % stream.getvalue()
+        return self.make_warning_message(msg)
+
+    def make_exit_command(self, py_db):
+        return NULL_EXIT_COMMAND
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_plugin_utils.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_plugin_utils.py
new file mode 120000
index 0000000..c1d5713
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_plugin_utils.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e5/ac/c8/b753067ed2b007b639613b6f18f0bd6a042def1336df38ef2aa1a37a28
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_process_net_command.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_process_net_command.py
new file mode 100644
index 0000000..e3afdcd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_process_net_command.py
@@ -0,0 +1,757 @@
+import json
+import os
+import sys
+import traceback
+
+from _pydev_bundle import pydev_log
+from _pydev_bundle.pydev_log import exception as pydev_log_exception
+from _pydevd_bundle import pydevd_traceproperty, pydevd_dont_trace, pydevd_utils
+from _pydevd_bundle.pydevd_additional_thread_info import set_additional_thread_info
+from _pydevd_bundle.pydevd_breakpoints import get_exception_class
+from _pydevd_bundle.pydevd_comm import (
+    InternalEvaluateConsoleExpression, InternalConsoleGetCompletions, InternalRunCustomOperation,
+    internal_get_next_statement_targets, internal_get_smart_step_into_variants)
+from _pydevd_bundle.pydevd_constants import NEXT_VALUE_SEPARATOR, IS_WINDOWS, NULL
+from _pydevd_bundle.pydevd_comm_constants import ID_TO_MEANING, CMD_EXEC_EXPRESSION, CMD_AUTHENTICATE
+from _pydevd_bundle.pydevd_api import PyDevdAPI
+from io import StringIO
+from _pydevd_bundle.pydevd_net_command import NetCommand
+from _pydevd_bundle.pydevd_thread_lifecycle import pydevd_find_thread_by_id
+import pydevd_file_utils
+
+
+class _PyDevCommandProcessor(object):
+
+    def __init__(self):
+        self.api = PyDevdAPI()
+
+    def process_net_command(self, py_db, cmd_id, seq, text):
+        '''Processes a command received from the Java side
+
+        @param cmd_id: the id of the command
+        @param seq: the sequence of the command
+        @param text: the text received in the command
+        '''
+
+        # We can only proceed if the client is already authenticated or if it's the
+        # command to authenticate.
+        if cmd_id != CMD_AUTHENTICATE and not py_db.authentication.is_authenticated():
+            cmd = py_db.cmd_factory.make_error_message(seq, 'Client not authenticated.')
+            py_db.writer.add_command(cmd)
+            return
+
+        meaning = ID_TO_MEANING[str(cmd_id)]
+
+        # print('Handling %s (%s)' % (meaning, text))
+
+        method_name = meaning.lower()
+
+        on_command = getattr(self, method_name.lower(), None)
+        if on_command is None:
+            # I have no idea what this is all about
+            cmd = py_db.cmd_factory.make_error_message(seq, "unexpected command " + str(cmd_id))
+            py_db.writer.add_command(cmd)
+            return
+
+        lock = py_db._main_lock
+        if method_name == 'cmd_thread_dump_to_stderr':
+            # We can skip the main debugger locks for cases where we know it's not needed.
+            lock = NULL
+
+        with lock:
+            try:
+                cmd = on_command(py_db, cmd_id, seq, text)
+                if cmd is not None:
+                    py_db.writer.add_command(cmd)
+            except:
+                if traceback is not None and sys is not None and pydev_log_exception is not None:
+                    pydev_log_exception()
+
+                    stream = StringIO()
+                    traceback.print_exc(file=stream)
+                    cmd = py_db.cmd_factory.make_error_message(
+                        seq,
+                        "Unexpected exception in process_net_command.\nInitial params: %s. Exception: %s" % (
+                            ((cmd_id, seq, text), stream.getvalue())
+                        )
+                    )
+                    if cmd is not None:
+                        py_db.writer.add_command(cmd)
+
+    def cmd_authenticate(self, py_db, cmd_id, seq, text):
+        access_token = text
+        py_db.authentication.login(access_token)
+        if py_db.authentication.is_authenticated():
+            return NetCommand(cmd_id, seq, py_db.authentication.client_access_token)
+
+        return py_db.cmd_factory.make_error_message(seq, 'Client not authenticated.')
+
+    def cmd_run(self, py_db, cmd_id, seq, text):
+        return self.api.run(py_db)
+
+    def cmd_list_threads(self, py_db, cmd_id, seq, text):
+        return self.api.list_threads(py_db, seq)
+
+    def cmd_get_completions(self, py_db, cmd_id, seq, text):
+        # we received some command to get a variable
+        # the text is: thread_id\tframe_id\tactivation token
+        thread_id, frame_id, _scope, act_tok = text.split('\t', 3)
+
+        return self.api.request_completions(py_db, seq, thread_id, frame_id, act_tok)
+
+    def cmd_get_thread_stack(self, py_db, cmd_id, seq, text):
+        # Receives a thread_id and a given timeout, which is the time we should
+        # wait to the provide the stack if a given thread is still not suspended.
+        if '\t' in text:
+            thread_id, timeout = text.split('\t')
+            timeout = float(timeout)
+        else:
+            thread_id = text
+            timeout = .5  # Default timeout is .5 seconds
+
+        return self.api.request_stack(py_db, seq, thread_id, fmt={}, timeout=timeout)
+
+    def cmd_set_protocol(self, py_db, cmd_id, seq, text):
+        return self.api.set_protocol(py_db, seq, text.strip())
+
+    def cmd_thread_suspend(self, py_db, cmd_id, seq, text):
+        return self.api.request_suspend_thread(py_db, text.strip())
+
+    def cmd_version(self, py_db, cmd_id, seq, text):
+        # Default based on server process (although ideally the IDE should
+        # provide it).
+        if IS_WINDOWS:
+            ide_os = 'WINDOWS'
+        else:
+            ide_os = 'UNIX'
+
+        # Breakpoints can be grouped by 'LINE' or by 'ID'.
+        breakpoints_by = 'LINE'
+
+        splitted = text.split('\t')
+        if len(splitted) == 1:
+            _local_version = splitted
+
+        elif len(splitted) == 2:
+            _local_version, ide_os = splitted
+
+        elif len(splitted) == 3:
+            _local_version, ide_os, breakpoints_by = splitted
+
+        version_msg = self.api.set_ide_os_and_breakpoints_by(py_db, seq, ide_os, breakpoints_by)
+
+        # Enable thread notifications after the version command is completed.
+        self.api.set_enable_thread_notifications(py_db, True)
+
+        return version_msg
+
+    def cmd_thread_run(self, py_db, cmd_id, seq, text):
+        return self.api.request_resume_thread(text.strip())
+
+    def _cmd_step(self, py_db, cmd_id, seq, text):
+        return self.api.request_step(py_db, text.strip(), cmd_id)
+
+    cmd_step_into = _cmd_step
+    cmd_step_into_my_code = _cmd_step
+    cmd_step_over = _cmd_step
+    cmd_step_over_my_code = _cmd_step
+    cmd_step_return = _cmd_step
+    cmd_step_return_my_code = _cmd_step
+
+    def _cmd_set_next(self, py_db, cmd_id, seq, text):
+        thread_id, line, func_name = text.split('\t', 2)
+        return self.api.request_set_next(py_db, seq, thread_id, cmd_id, None, line, func_name)
+
+    cmd_run_to_line = _cmd_set_next
+    cmd_set_next_statement = _cmd_set_next
+
+    def cmd_smart_step_into(self, py_db, cmd_id, seq, text):
+        thread_id, line_or_bytecode_offset, func_name = text.split('\t', 2)
+        if line_or_bytecode_offset.startswith('offset='):
+            # In this case we request the smart step into to stop given the parent frame
+            # and the location of the parent frame bytecode offset and not just the func_name
+            # (this implies that `CMD_GET_SMART_STEP_INTO_VARIANTS` was previously used
+            # to know what are the valid stop points).
+
+            temp = line_or_bytecode_offset[len('offset='):]
+            if ';' in temp:
+                offset, child_offset = temp.split(';')
+                offset = int(offset)
+                child_offset = int(child_offset)
+            else:
+                child_offset = -1
+                offset = int(temp)
+            return self.api.request_smart_step_into(py_db, seq, thread_id, offset, child_offset)
+        else:
+            # If the offset wasn't passed, just use the line/func_name to do the stop.
+            return self.api.request_smart_step_into_by_func_name(py_db, seq, thread_id, line_or_bytecode_offset, func_name)
+
+    def cmd_reload_code(self, py_db, cmd_id, seq, text):
+        text = text.strip()
+        if '\t' not in text:
+            module_name = text.strip()
+            filename = None
+        else:
+            module_name, filename = text.split('\t', 1)
+        self.api.request_reload_code(py_db, seq, module_name, filename)
+
+    def cmd_change_variable(self, py_db, cmd_id, seq, text):
+        # the text is: thread\tstackframe\tFRAME|GLOBAL\tattribute_to_change\tvalue_to_change
+        thread_id, frame_id, scope, attr_and_value = text.split('\t', 3)
+
+        tab_index = attr_and_value.rindex('\t')
+        attr = attr_and_value[0:tab_index].replace('\t', '.')
+        value = attr_and_value[tab_index + 1:]
+        self.api.request_change_variable(py_db, seq, thread_id, frame_id, scope, attr, value)
+
+    def cmd_get_variable(self, py_db, cmd_id, seq, text):
+        # we received some command to get a variable
+        # the text is: thread_id\tframe_id\tFRAME|GLOBAL\tattributes*
+        thread_id, frame_id, scopeattrs = text.split('\t', 2)
+
+        if scopeattrs.find('\t') != -1:  # there are attributes beyond scope
+            scope, attrs = scopeattrs.split('\t', 1)
+        else:
+            scope, attrs = (scopeattrs, None)
+
+        self.api.request_get_variable(py_db, seq, thread_id, frame_id, scope, attrs)
+
+    def cmd_get_array(self, py_db, cmd_id, seq, text):
+        # Note: untested and unused in pydev
+        # we received some command to get an array variable
+        # the text is: thread_id\tframe_id\tFRAME|GLOBAL\tname\ttemp\troffs\tcoffs\trows\tcols\tformat
+        roffset, coffset, rows, cols, format, thread_id, frame_id, scopeattrs = text.split('\t', 7)
+
+        if scopeattrs.find('\t') != -1:  # there are attributes beyond scope
+            scope, attrs = scopeattrs.split('\t', 1)
+        else:
+            scope, attrs = (scopeattrs, None)
+
+        self.api.request_get_array(py_db, seq, roffset, coffset, rows, cols, format, thread_id, frame_id, scope, attrs)
+
+    def cmd_show_return_values(self, py_db, cmd_id, seq, text):
+        show_return_values = text.split('\t')[1]
+        self.api.set_show_return_values(py_db, int(show_return_values) == 1)
+
+    def cmd_load_full_value(self, py_db, cmd_id, seq, text):
+        # Note: untested and unused in pydev
+        thread_id, frame_id, scopeattrs = text.split('\t', 2)
+        vars = scopeattrs.split(NEXT_VALUE_SEPARATOR)
+
+        self.api.request_load_full_value(py_db, seq, thread_id, frame_id, vars)
+
+    def cmd_get_description(self, py_db, cmd_id, seq, text):
+        # Note: untested and unused in pydev
+        thread_id, frame_id, expression = text.split('\t', 2)
+        self.api.request_get_description(py_db, seq, thread_id, frame_id, expression)
+
+    def cmd_get_frame(self, py_db, cmd_id, seq, text):
+        thread_id, frame_id, scope = text.split('\t', 2)
+        self.api.request_get_frame(py_db, seq, thread_id, frame_id)
+
+    def cmd_set_break(self, py_db, cmd_id, seq, text):
+        # func name: 'None': match anything. Empty: match global, specified: only method context.
+        # command to add some breakpoint.
+        # text is filename\tline. Add to breakpoints dictionary
+        suspend_policy = u"NONE"  # Can be 'NONE' or 'ALL'
+        is_logpoint = False
+        hit_condition = None
+        if py_db._set_breakpoints_with_id:
+            try:
+                try:
+                    breakpoint_id, btype, filename, line, func_name, condition, expression, hit_condition, is_logpoint, suspend_policy = text.split(u'\t', 9)
+                except ValueError:  # not enough values to unpack
+                    # No suspend_policy passed (use default).
+                    breakpoint_id, btype, filename, line, func_name, condition, expression, hit_condition, is_logpoint = text.split(u'\t', 8)
+                is_logpoint = is_logpoint == u'True'
+            except ValueError:  # not enough values to unpack
+                breakpoint_id, btype, filename, line, func_name, condition, expression = text.split(u'\t', 6)
+
+            breakpoint_id = int(breakpoint_id)
+            line = int(line)
+
+            # We must restore new lines and tabs as done in
+            # AbstractDebugTarget.breakpointAdded
+            condition = condition.replace(u"@_@NEW_LINE_CHAR@_@", u'\n').\
+                replace(u"@_@TAB_CHAR@_@", u'\t').strip()
+
+            expression = expression.replace(u"@_@NEW_LINE_CHAR@_@", u'\n').\
+                replace(u"@_@TAB_CHAR@_@", u'\t').strip()
+        else:
+            # Note: this else should be removed after PyCharm migrates to setting
+            # breakpoints by id (and ideally also provides func_name).
+            btype, filename, line, func_name, suspend_policy, condition, expression = text.split(u'\t', 6)
+            # If we don't have an id given for each breakpoint, consider
+            # the id to be the line.
+            breakpoint_id = line = int(line)
+
+            condition = condition.replace(u"@_@NEW_LINE_CHAR@_@", u'\n'). \
+                replace(u"@_@TAB_CHAR@_@", u'\t').strip()
+
+            expression = expression.replace(u"@_@NEW_LINE_CHAR@_@", u'\n'). \
+                replace(u"@_@TAB_CHAR@_@", u'\t').strip()
+
+        if condition is not None and (len(condition) <= 0 or condition == u"None"):
+            condition = None
+
+        if expression is not None and (len(expression) <= 0 or expression == u"None"):
+            expression = None
+
+        if hit_condition is not None and (len(hit_condition) <= 0 or hit_condition == u"None"):
+            hit_condition = None
+
+        def on_changed_breakpoint_state(breakpoint_id, add_breakpoint_result):
+            error_code = add_breakpoint_result.error_code
+
+            translated_line = add_breakpoint_result.translated_line
+            translated_filename = add_breakpoint_result.translated_filename
+            msg = ''
+            if error_code:
+
+                if error_code == self.api.ADD_BREAKPOINT_FILE_NOT_FOUND:
+                    msg = 'pydev debugger: Trying to add breakpoint to file that does not exist: %s (will have no effect).\n' % (translated_filename,)
+
+                elif error_code == self.api.ADD_BREAKPOINT_FILE_EXCLUDED_BY_FILTERS:
+                    msg = 'pydev debugger: Trying to add breakpoint to file that is excluded by filters: %s (will have no effect).\n' % (translated_filename,)
+
+                elif error_code == self.api.ADD_BREAKPOINT_LAZY_VALIDATION:
+                    msg = ''  # Ignore this here (if/when loaded, it'll call on_changed_breakpoint_state again accordingly).
+
+                elif error_code == self.api.ADD_BREAKPOINT_INVALID_LINE:
+                    msg = 'pydev debugger: Trying to add breakpoint to line (%s) that is not valid in: %s.\n' % (translated_line, translated_filename,)
+
+                else:
+                    # Shouldn't get here.
+                    msg = 'pydev debugger: Breakpoint not validated (reason unknown -- please report as error): %s (%s).\n' % (translated_filename, translated_line)
+
+            else:
+                if add_breakpoint_result.original_line != translated_line:
+                    msg = 'pydev debugger (info): Breakpoint in line: %s moved to line: %s (in %s).\n' % (add_breakpoint_result.original_line, translated_line, translated_filename)
+
+            if msg:
+                py_db.writer.add_command(py_db.cmd_factory.make_warning_message(msg))
+
+        result = self.api.add_breakpoint(
+            py_db, self.api.filename_to_str(filename), btype, breakpoint_id, line, condition, func_name,
+            expression, suspend_policy, hit_condition, is_logpoint, on_changed_breakpoint_state=on_changed_breakpoint_state)
+
+        on_changed_breakpoint_state(breakpoint_id, result)
+
+    def cmd_remove_break(self, py_db, cmd_id, seq, text):
+        # command to remove some breakpoint
+        # text is type\file\tid. Remove from breakpoints dictionary
+        breakpoint_type, filename, breakpoint_id = text.split('\t', 2)
+
+        filename = self.api.filename_to_str(filename)
+
+        try:
+            breakpoint_id = int(breakpoint_id)
+        except ValueError:
+            pydev_log.critical('Error removing breakpoint. Expected breakpoint_id to be an int. Found: %s', breakpoint_id)
+
+        else:
+            self.api.remove_breakpoint(py_db, filename, breakpoint_type, breakpoint_id)
+
+    def _cmd_exec_or_evaluate_expression(self, py_db, cmd_id, seq, text):
+        # command to evaluate the given expression
+        # text is: thread\tstackframe\tLOCAL\texpression
+        attr_to_set_result = ""
+        try:
+            thread_id, frame_id, scope, expression, trim, attr_to_set_result = text.split('\t', 5)
+        except ValueError:
+            thread_id, frame_id, scope, expression, trim = text.split('\t', 4)
+        is_exec = cmd_id == CMD_EXEC_EXPRESSION
+        trim_if_too_big = int(trim) == 1
+
+        self.api.request_exec_or_evaluate(
+            py_db, seq, thread_id, frame_id, expression, is_exec, trim_if_too_big, attr_to_set_result)
+
+    cmd_evaluate_expression = _cmd_exec_or_evaluate_expression
+    cmd_exec_expression = _cmd_exec_or_evaluate_expression
+
+    def cmd_console_exec(self, py_db, cmd_id, seq, text):
+        # command to exec expression in console, in case expression is only partially valid 'False' is returned
+        # text is: thread\tstackframe\tLOCAL\texpression
+
+        thread_id, frame_id, scope, expression = text.split('\t', 3)
+        self.api.request_console_exec(py_db, seq, thread_id, frame_id, expression)
+
+    def cmd_set_path_mapping_json(self, py_db, cmd_id, seq, text):
+        '''
+        :param text:
+            Json text. Something as:
+
+            {
+                "pathMappings": [
+                    {
+                        "localRoot": "c:/temp",
+                        "remoteRoot": "/usr/temp"
+                    }
+                ],
+                "debug": true,
+                "force": false
+            }
+        '''
+        as_json = json.loads(text)
+        force = as_json.get('force', False)
+
+        path_mappings = []
+        for pathMapping in as_json.get('pathMappings', []):
+            localRoot = pathMapping.get('localRoot', '')
+            remoteRoot = pathMapping.get('remoteRoot', '')
+            if (localRoot != '') and (remoteRoot != ''):
+                path_mappings.append((localRoot, remoteRoot))
+
+        if bool(path_mappings) or force:
+            pydevd_file_utils.setup_client_server_paths(path_mappings)
+
+        debug = as_json.get('debug', False)
+        if debug or force:
+            pydevd_file_utils.DEBUG_CLIENT_SERVER_TRANSLATION = debug
+
+    def cmd_set_py_exception_json(self, py_db, cmd_id, seq, text):
+        # This API is optional and works 'in bulk' -- it's possible
+        # to get finer-grained control with CMD_ADD_EXCEPTION_BREAK/CMD_REMOVE_EXCEPTION_BREAK
+        # which allows setting caught/uncaught per exception, although global settings such as:
+        # - skip_on_exceptions_thrown_in_same_context
+        # - ignore_exceptions_thrown_in_lines_with_ignore_exception
+        # must still be set through this API (before anything else as this clears all existing
+        # exception breakpoints).
+        try:
+            py_db.break_on_uncaught_exceptions = {}
+            py_db.break_on_caught_exceptions = {}
+            py_db.break_on_user_uncaught_exceptions = {}
+
+            as_json = json.loads(text)
+            break_on_uncaught = as_json.get('break_on_uncaught', False)
+            break_on_caught = as_json.get('break_on_caught', False)
+            break_on_user_caught = as_json.get('break_on_user_caught', False)
+            py_db.skip_on_exceptions_thrown_in_same_context = as_json.get('skip_on_exceptions_thrown_in_same_context', False)
+            py_db.ignore_exceptions_thrown_in_lines_with_ignore_exception = as_json.get('ignore_exceptions_thrown_in_lines_with_ignore_exception', False)
+            ignore_libraries = as_json.get('ignore_libraries', False)
+            exception_types = as_json.get('exception_types', [])
+
+            for exception_type in exception_types:
+                if not exception_type:
+                    continue
+
+                py_db.add_break_on_exception(
+                    exception_type,
+                    condition=None,
+                    expression=None,
+                    notify_on_handled_exceptions=break_on_caught,
+                    notify_on_unhandled_exceptions=break_on_uncaught,
+                    notify_on_user_unhandled_exceptions=break_on_user_caught,
+                    notify_on_first_raise_only=True,
+                    ignore_libraries=ignore_libraries,
+                )
+
+                py_db.on_breakpoints_changed()
+        except:
+            pydev_log.exception("Error when setting exception list. Received: %s", text)
+
+    def cmd_set_py_exception(self, py_db, cmd_id, seq, text):
+        # DEPRECATED. Use cmd_set_py_exception_json instead.
+        try:
+            splitted = text.split(';')
+            py_db.break_on_uncaught_exceptions = {}
+            py_db.break_on_caught_exceptions = {}
+            py_db.break_on_user_uncaught_exceptions = {}
+            if len(splitted) >= 5:
+                if splitted[0] == 'true':
+                    break_on_uncaught = True
+                else:
+                    break_on_uncaught = False
+
+                if splitted[1] == 'true':
+                    break_on_caught = True
+                else:
+                    break_on_caught = False
+
+                if splitted[2] == 'true':
+                    py_db.skip_on_exceptions_thrown_in_same_context = True
+                else:
+                    py_db.skip_on_exceptions_thrown_in_same_context = False
+
+                if splitted[3] == 'true':
+                    py_db.ignore_exceptions_thrown_in_lines_with_ignore_exception = True
+                else:
+                    py_db.ignore_exceptions_thrown_in_lines_with_ignore_exception = False
+
+                if splitted[4] == 'true':
+                    ignore_libraries = True
+                else:
+                    ignore_libraries = False
+
+                for exception_type in splitted[5:]:
+                    exception_type = exception_type.strip()
+                    if not exception_type:
+                        continue
+
+                    py_db.add_break_on_exception(
+                        exception_type,
+                        condition=None,
+                        expression=None,
+                        notify_on_handled_exceptions=break_on_caught,
+                        notify_on_unhandled_exceptions=break_on_uncaught,
+                        notify_on_user_unhandled_exceptions=False,  # TODO (not currently supported in this API).
+                        notify_on_first_raise_only=True,
+                        ignore_libraries=ignore_libraries,
+                    )
+            else:
+                pydev_log.exception("Expected to have at least 5 ';' separated items. Received: %s", text)
+
+        except:
+            pydev_log.exception("Error when setting exception list. Received: %s", text)
+
+    def _load_source(self, py_db, cmd_id, seq, text):
+        filename = text
+        filename = self.api.filename_to_str(filename)
+        self.api.request_load_source(py_db, seq, filename)
+
+    cmd_load_source = _load_source
+    cmd_get_file_contents = _load_source
+
+    def cmd_load_source_from_frame_id(self, py_db, cmd_id, seq, text):
+        frame_id = text
+        self.api.request_load_source_from_frame_id(py_db, seq, frame_id)
+
+    def cmd_set_property_trace(self, py_db, cmd_id, seq, text):
+        # Command which receives whether to trace property getter/setter/deleter
+        # text is feature_state(true/false);disable_getter/disable_setter/disable_deleter
+        if text:
+            splitted = text.split(';')
+            if len(splitted) >= 3:
+                if not py_db.disable_property_trace and splitted[0] == 'true':
+                    # Replacing property by custom property only when the debugger starts
+                    pydevd_traceproperty.replace_builtin_property()
+                    py_db.disable_property_trace = True
+                # Enable/Disable tracing of the property getter
+                if splitted[1] == 'true':
+                    py_db.disable_property_getter_trace = True
+                else:
+                    py_db.disable_property_getter_trace = False
+                # Enable/Disable tracing of the property setter
+                if splitted[2] == 'true':
+                    py_db.disable_property_setter_trace = True
+                else:
+                    py_db.disable_property_setter_trace = False
+                # Enable/Disable tracing of the property deleter
+                if splitted[3] == 'true':
+                    py_db.disable_property_deleter_trace = True
+                else:
+                    py_db.disable_property_deleter_trace = False
+
+    def cmd_add_exception_break(self, py_db, cmd_id, seq, text):
+        # Note that this message has some idiosyncrasies...
+        #
+        # notify_on_handled_exceptions can be 0, 1 or 2
+        # 0 means we should not stop on handled exceptions.
+        # 1 means we should stop on handled exceptions showing it on all frames where the exception passes.
+        # 2 means we should stop on handled exceptions but we should only notify about it once.
+        #
+        # To ignore_libraries properly, besides setting ignore_libraries to 1, the IDE_PROJECT_ROOTS environment
+        # variable must be set (so, we'll ignore anything not below IDE_PROJECT_ROOTS) -- this is not ideal as
+        # the environment variable may not be properly set if it didn't start from the debugger (we should
+        # create a custom message for that).
+        #
+        # There are 2 global settings which can only be set in CMD_SET_PY_EXCEPTION. Namely:
+        #
+        # py_db.skip_on_exceptions_thrown_in_same_context
+        # - If True, we should only show the exception in a caller, not where it was first raised.
+        #
+        # py_db.ignore_exceptions_thrown_in_lines_with_ignore_exception
+        # - If True exceptions thrown in lines with '@IgnoreException' will not be shown.
+
+        condition = ""
+        expression = ""
+        if text.find('\t') != -1:
+            try:
+                exception, condition, expression, notify_on_handled_exceptions, notify_on_unhandled_exceptions, ignore_libraries = text.split('\t', 5)
+            except:
+                exception, notify_on_handled_exceptions, notify_on_unhandled_exceptions, ignore_libraries = text.split('\t', 3)
+        else:
+            exception, notify_on_handled_exceptions, notify_on_unhandled_exceptions, ignore_libraries = text, 0, 0, 0
+
+        condition = condition.replace("@_@NEW_LINE_CHAR@_@", '\n').replace("@_@TAB_CHAR@_@", '\t').strip()
+
+        if condition is not None and (len(condition) == 0 or condition == "None"):
+            condition = None
+
+        expression = expression.replace("@_@NEW_LINE_CHAR@_@", '\n').replace("@_@TAB_CHAR@_@", '\t').strip()
+
+        if expression is not None and (len(expression) == 0 or expression == "None"):
+            expression = None
+
+        if exception.find('-') != -1:
+            breakpoint_type, exception = exception.split('-')
+        else:
+            breakpoint_type = 'python'
+
+        if breakpoint_type == 'python':
+            self.api.add_python_exception_breakpoint(
+                py_db, exception, condition, expression,
+                notify_on_handled_exceptions=int(notify_on_handled_exceptions) > 0,
+                notify_on_unhandled_exceptions=int(notify_on_unhandled_exceptions) == 1,
+                notify_on_user_unhandled_exceptions=0,  # TODO (not currently supported in this API).
+                notify_on_first_raise_only=int(notify_on_handled_exceptions) == 2,
+                ignore_libraries=int(ignore_libraries) > 0,
+            )
+        else:
+            self.api.add_plugins_exception_breakpoint(py_db, breakpoint_type, exception)
+
+    def cmd_remove_exception_break(self, py_db, cmd_id, seq, text):
+        exception = text
+        if exception.find('-') != -1:
+            exception_type, exception = exception.split('-')
+        else:
+            exception_type = 'python'
+
+        if exception_type == 'python':
+            self.api.remove_python_exception_breakpoint(py_db, exception)
+        else:
+            self.api.remove_plugins_exception_breakpoint(py_db, exception_type, exception)
+
+    def cmd_add_django_exception_break(self, py_db, cmd_id, seq, text):
+        self.api.add_plugins_exception_breakpoint(py_db, breakpoint_type='django', exception=text)
+
+    def cmd_remove_django_exception_break(self, py_db, cmd_id, seq, text):
+        self.api.remove_plugins_exception_breakpoint(py_db, exception_type='django', exception=text)
+
+    def cmd_evaluate_console_expression(self, py_db, cmd_id, seq, text):
+        # Command which takes care for the debug console communication
+        if text != "":
+            thread_id, frame_id, console_command = text.split('\t', 2)
+            console_command, line = console_command.split('\t')
+
+            if console_command == 'EVALUATE':
+                int_cmd = InternalEvaluateConsoleExpression(
+                    seq, thread_id, frame_id, line, buffer_output=True)
+
+            elif console_command == 'EVALUATE_UNBUFFERED':
+                int_cmd = InternalEvaluateConsoleExpression(
+                    seq, thread_id, frame_id, line, buffer_output=False)
+
+            elif console_command == 'GET_COMPLETIONS':
+                int_cmd = InternalConsoleGetCompletions(seq, thread_id, frame_id, line)
+
+            else:
+                raise ValueError('Unrecognized command: %s' % (console_command,))
+
+            py_db.post_internal_command(int_cmd, thread_id)
+
+    def cmd_run_custom_operation(self, py_db, cmd_id, seq, text):
+        # Command which runs a custom operation
+        if text != "":
+            try:
+                location, custom = text.split('||', 1)
+            except:
+                sys.stderr.write('Custom operation now needs a || separator. Found: %s\n' % (text,))
+                raise
+
+            thread_id, frame_id, scopeattrs = location.split('\t', 2)
+
+            if scopeattrs.find('\t') != -1:  # there are attributes beyond scope
+                scope, attrs = scopeattrs.split('\t', 1)
+            else:
+                scope, attrs = (scopeattrs, None)
+
+            # : style: EXECFILE or EXEC
+            # : encoded_code_or_file: file to execute or code
+            # : fname: name of function to be executed in the resulting namespace
+            style, encoded_code_or_file, fnname = custom.split('\t', 3)
+            int_cmd = InternalRunCustomOperation(seq, thread_id, frame_id, scope, attrs,
+                                                 style, encoded_code_or_file, fnname)
+            py_db.post_internal_command(int_cmd, thread_id)
+
+    def cmd_ignore_thrown_exception_at(self, py_db, cmd_id, seq, text):
+        if text:
+            replace = 'REPLACE:'  # Not all 3.x versions support u'REPLACE:', so, doing workaround.
+            if text.startswith(replace):
+                text = text[8:]
+                py_db.filename_to_lines_where_exceptions_are_ignored.clear()
+
+            if text:
+                for line in text.split('||'):  # Can be bulk-created (one in each line)
+                    original_filename, line_number = line.split('|')
+                    original_filename = self.api.filename_to_server(original_filename)
+
+                    canonical_normalized_filename = pydevd_file_utils.canonical_normalized_path(original_filename)
+                    absolute_filename = pydevd_file_utils.absolute_path(original_filename)
+
+                    if os.path.exists(absolute_filename):
+                        lines_ignored = py_db.filename_to_lines_where_exceptions_are_ignored.get(canonical_normalized_filename)
+                        if lines_ignored is None:
+                            lines_ignored = py_db.filename_to_lines_where_exceptions_are_ignored[canonical_normalized_filename] = {}
+                        lines_ignored[int(line_number)] = 1
+                    else:
+                        sys.stderr.write('pydev debugger: warning: trying to ignore exception thrown'\
+                            ' on file that does not exist: %s (will have no effect)\n' % (absolute_filename,))
+
+    def cmd_enable_dont_trace(self, py_db, cmd_id, seq, text):
+        if text:
+            true_str = 'true'  # Not all 3.x versions support u'str', so, doing workaround.
+            mode = text.strip() == true_str
+            pydevd_dont_trace.trace_filter(mode)
+
+    def cmd_redirect_output(self, py_db, cmd_id, seq, text):
+        if text:
+            py_db.enable_output_redirection('STDOUT' in text, 'STDERR' in text)
+
+    def cmd_get_next_statement_targets(self, py_db, cmd_id, seq, text):
+        thread_id, frame_id = text.split('\t', 1)
+
+        py_db.post_method_as_internal_command(
+            thread_id, internal_get_next_statement_targets, seq, thread_id, frame_id)
+
+    def cmd_get_smart_step_into_variants(self, py_db, cmd_id, seq, text):
+        thread_id, frame_id, start_line, end_line = text.split('\t', 3)
+
+        py_db.post_method_as_internal_command(
+            thread_id, internal_get_smart_step_into_variants, seq, thread_id, frame_id, start_line, end_line, set_additional_thread_info=set_additional_thread_info)
+
+    def cmd_set_project_roots(self, py_db, cmd_id, seq, text):
+        self.api.set_project_roots(py_db, text.split(u'\t'))
+
+    def cmd_thread_dump_to_stderr(self, py_db, cmd_id, seq, text):
+        pydevd_utils.dump_threads()
+
+    def cmd_stop_on_start(self, py_db, cmd_id, seq, text):
+        if text.strip() in ('True', 'true', '1'):
+            self.api.stop_on_entry()
+
+    def cmd_pydevd_json_config(self, py_db, cmd_id, seq, text):
+        # Expected to receive a json string as:
+        # {
+        #     'skip_suspend_on_breakpoint_exception': [<exception names where we should suspend>],
+        #     'skip_print_breakpoint_exception': [<exception names where we should print>],
+        #     'multi_threads_single_notification': bool,
+        # }
+        msg = json.loads(text.strip())
+        if 'skip_suspend_on_breakpoint_exception' in msg:
+            py_db.skip_suspend_on_breakpoint_exception = tuple(
+                get_exception_class(x) for x in msg['skip_suspend_on_breakpoint_exception'])
+
+        if 'skip_print_breakpoint_exception' in msg:
+            py_db.skip_print_breakpoint_exception = tuple(
+                get_exception_class(x) for x in msg['skip_print_breakpoint_exception'])
+
+        if 'multi_threads_single_notification' in msg:
+            py_db.multi_threads_single_notification = msg['multi_threads_single_notification']
+
+    def cmd_get_exception_details(self, py_db, cmd_id, seq, text):
+        thread_id = text
+        t = pydevd_find_thread_by_id(thread_id)
+        frame = None
+        if t and not getattr(t, 'pydev_do_not_trace', None):
+            additional_info = set_additional_thread_info(t)
+            frame = additional_info.get_topmost_frame(t)
+        try:
+            return py_db.cmd_factory.make_get_exception_details_message(py_db, seq, thread_id, frame)
+        finally:
+            frame = None
+            t = None
+
+
+process_net_command = _PyDevCommandProcessor().process_net_command
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_process_net_command_json.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_process_net_command_json.py
new file mode 100644
index 0000000..ff01ecd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_process_net_command_json.py
@@ -0,0 +1,1311 @@
+import itertools
+import json
+import linecache
+import os
+import platform
+import sys
+from functools import partial
+
+import pydevd_file_utils
+from _pydev_bundle import pydev_log
+from _pydevd_bundle._debug_adapter import pydevd_base_schema, pydevd_schema
+from _pydevd_bundle._debug_adapter.pydevd_schema import (
+    CompletionsResponseBody, EvaluateResponseBody, ExceptionOptions,
+    GotoTargetsResponseBody, ModulesResponseBody, ProcessEventBody,
+    ProcessEvent, Scope, ScopesResponseBody, SetExpressionResponseBody,
+    SetVariableResponseBody, SourceBreakpoint, SourceResponseBody,
+    VariablesResponseBody, SetBreakpointsResponseBody, Response,
+    Capabilities, PydevdAuthorizeRequest, Request,
+    StepInTargetsResponseBody, SetFunctionBreakpointsResponseBody, BreakpointEvent,
+    BreakpointEventBody)
+from _pydevd_bundle.pydevd_api import PyDevdAPI
+from _pydevd_bundle.pydevd_breakpoints import get_exception_class, FunctionBreakpoint
+from _pydevd_bundle.pydevd_comm_constants import (
+    CMD_PROCESS_EVENT, CMD_RETURN, CMD_SET_NEXT_STATEMENT, CMD_STEP_INTO,
+    CMD_STEP_INTO_MY_CODE, CMD_STEP_OVER, CMD_STEP_OVER_MY_CODE, file_system_encoding,
+    CMD_STEP_RETURN_MY_CODE, CMD_STEP_RETURN)
+from _pydevd_bundle.pydevd_filtering import ExcludeFilter
+from _pydevd_bundle.pydevd_json_debug_options import _extract_debug_options, DebugOptions
+from _pydevd_bundle.pydevd_net_command import NetCommand
+from _pydevd_bundle.pydevd_utils import convert_dap_log_message_to_expression, ScopeRequest
+from _pydevd_bundle.pydevd_constants import (PY_IMPL_NAME, DebugInfoHolder, PY_VERSION_STR,
+    PY_IMPL_VERSION_STR, IS_64BIT_PROCESS)
+from _pydevd_bundle.pydevd_trace_dispatch import USING_CYTHON
+from _pydevd_frame_eval.pydevd_frame_eval_main import USING_FRAME_EVAL
+from _pydevd_bundle.pydevd_comm import internal_get_step_in_targets_json
+from _pydevd_bundle.pydevd_additional_thread_info import set_additional_thread_info
+from _pydevd_bundle.pydevd_thread_lifecycle import pydevd_find_thread_by_id
+
+
+def _convert_rules_to_exclude_filters(rules, on_error):
+    exclude_filters = []
+    if not isinstance(rules, list):
+        on_error('Invalid "rules" (expected list of dicts). Found: %s' % (rules,))
+
+    else:
+        directory_exclude_filters = []
+        module_exclude_filters = []
+        glob_exclude_filters = []
+
+        for rule in rules:
+            if not isinstance(rule, dict):
+                on_error('Invalid "rules" (expected list of dicts). Found: %s' % (rules,))
+                continue
+
+            include = rule.get('include')
+            if include is None:
+                on_error('Invalid "rule" (expected dict with "include"). Found: %s' % (rule,))
+                continue
+
+            path = rule.get('path')
+            module = rule.get('module')
+            if path is None and module is None:
+                on_error('Invalid "rule" (expected dict with "path" or "module"). Found: %s' % (rule,))
+                continue
+
+            if path is not None:
+                glob_pattern = path
+                if '*' not in path and '?' not in path:
+                    if os.path.isdir(glob_pattern):
+                        # If a directory was specified, add a '/**'
+                        # to be consistent with the glob pattern required
+                        # by pydevd.
+                        if not glob_pattern.endswith('/') and not glob_pattern.endswith('\\'):
+                            glob_pattern += '/'
+                        glob_pattern += '**'
+                    directory_exclude_filters.append(ExcludeFilter(glob_pattern, not include, True))
+                else:
+                    glob_exclude_filters.append(ExcludeFilter(glob_pattern, not include, True))
+
+            elif module is not None:
+                module_exclude_filters.append(ExcludeFilter(module, not include, False))
+
+            else:
+                on_error('Internal error: expected path or module to be specified.')
+
+        # Note that we have to sort the directory/module exclude filters so that the biggest
+        # paths match first.
+        # i.e.: if we have:
+        # /sub1/sub2/sub3
+        # a rule with /sub1/sub2 would match before a rule only with /sub1.
+        directory_exclude_filters = sorted(directory_exclude_filters, key=lambda exclude_filter:-len(exclude_filter.name))
+        module_exclude_filters = sorted(module_exclude_filters, key=lambda exclude_filter:-len(exclude_filter.name))
+        exclude_filters = directory_exclude_filters + glob_exclude_filters + module_exclude_filters
+
+    return exclude_filters
+
+
+class IDMap(object):
+
+    def __init__(self):
+        self._value_to_key = {}
+        self._key_to_value = {}
+        self._next_id = partial(next, itertools.count(0))
+
+    def obtain_value(self, key):
+        return self._key_to_value[key]
+
+    def obtain_key(self, value):
+        try:
+            key = self._value_to_key[value]
+        except KeyError:
+            key = self._next_id()
+            self._key_to_value[key] = value
+            self._value_to_key[value] = key
+        return key
+
+
+class PyDevJsonCommandProcessor(object):
+
+    def __init__(self, from_json):
+        self.from_json = from_json
+        self.api = PyDevdAPI()
+        self._options = DebugOptions()
+        self._next_breakpoint_id = partial(next, itertools.count(0))
+        self._goto_targets_map = IDMap()
+        self._launch_or_attach_request_done = False
+
+    def process_net_command_json(self, py_db, json_contents, send_response=True):
+        '''
+        Processes a debug adapter protocol json command.
+        '''
+
+        DEBUG = False
+
+        try:
+            if isinstance(json_contents, bytes):
+                json_contents = json_contents.decode('utf-8')
+
+            request = self.from_json(json_contents, update_ids_from_dap=True)
+        except Exception as e:
+            try:
+                loaded_json = json.loads(json_contents)
+                request = Request(loaded_json.get('command', '<unknown>'), loaded_json['seq'])
+            except:
+                # There's not much we can do in this case...
+                pydev_log.exception('Error loading json: %s', json_contents)
+                return
+
+            error_msg = str(e)
+            if error_msg.startswith("'") and error_msg.endswith("'"):
+                error_msg = error_msg[1:-1]
+
+            # This means a failure processing the request (but we were able to load the seq,
+            # so, answer with a failure response).
+            def on_request(py_db, request):
+                error_response = {
+                    'type': 'response',
+                    'request_seq': request.seq,
+                    'success': False,
+                    'command': request.command,
+                    'message': error_msg,
+                }
+                return NetCommand(CMD_RETURN, 0, error_response, is_json=True)
+
+        else:
+            if DebugInfoHolder.DEBUG_RECORD_SOCKET_READS and DebugInfoHolder.DEBUG_TRACE_LEVEL >= 1:
+                pydev_log.info('Process %s: %s\n' % (
+                    request.__class__.__name__, json.dumps(request.to_dict(update_ids_to_dap=True), indent=4, sort_keys=True),))
+
+            assert request.type == 'request'
+            method_name = 'on_%s_request' % (request.command.lower(),)
+            on_request = getattr(self, method_name, None)
+            if on_request is None:
+                print('Unhandled: %s not available in PyDevJsonCommandProcessor.\n' % (method_name,))
+                return
+
+            if DEBUG:
+                print('Handled in pydevd: %s (in PyDevJsonCommandProcessor).\n' % (method_name,))
+
+        with py_db._main_lock:
+            if request.__class__ == PydevdAuthorizeRequest:
+                authorize_request = request  # : :type authorize_request: PydevdAuthorizeRequest
+                access_token = authorize_request.arguments.debugServerAccessToken
+                py_db.authentication.login(access_token)
+
+            if not py_db.authentication.is_authenticated():
+                response = Response(
+                    request.seq, success=False, command=request.command, message='Client not authenticated.', body={})
+                cmd = NetCommand(CMD_RETURN, 0, response, is_json=True)
+                py_db.writer.add_command(cmd)
+                return
+
+            cmd = on_request(py_db, request)
+            if cmd is not None and send_response:
+                py_db.writer.add_command(cmd)
+
+    def on_pydevdauthorize_request(self, py_db, request):
+        client_access_token = py_db.authentication.client_access_token
+        body = {'clientAccessToken': None}
+        if client_access_token:
+            body['clientAccessToken'] = client_access_token
+
+        response = pydevd_base_schema.build_response(request, kwargs={'body': body})
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def on_initialize_request(self, py_db, request):
+        body = Capabilities(
+            # Supported.
+            supportsConfigurationDoneRequest=True,
+            supportsConditionalBreakpoints=True,
+            supportsHitConditionalBreakpoints=True,
+            supportsEvaluateForHovers=True,
+            supportsSetVariable=True,
+            supportsGotoTargetsRequest=True,
+            supportsCompletionsRequest=True,
+            supportsModulesRequest=True,
+            supportsExceptionOptions=True,
+            supportsValueFormattingOptions=True,
+            supportsExceptionInfoRequest=True,
+            supportTerminateDebuggee=True,
+            supportsDelayedStackTraceLoading=True,
+            supportsLogPoints=True,
+            supportsSetExpression=True,
+            supportsTerminateRequest=True,
+            supportsClipboardContext=True,
+            supportsFunctionBreakpoints=True,
+
+            exceptionBreakpointFilters=[
+                {'filter': 'raised', 'label': 'Raised Exceptions', 'default': False},
+                {'filter': 'uncaught', 'label': 'Uncaught Exceptions', 'default': True},
+                {"filter": "userUnhandled", "label": "User Uncaught Exceptions", "default": False},
+            ],
+
+            # Not supported.
+            supportsStepBack=False,
+            supportsRestartFrame=False,
+            supportsStepInTargetsRequest=True,
+            supportsRestartRequest=False,
+            supportsLoadedSourcesRequest=False,
+            supportsTerminateThreadsRequest=False,
+            supportsDataBreakpoints=False,
+            supportsReadMemoryRequest=False,
+            supportsDisassembleRequest=False,
+            additionalModuleColumns=[],
+            completionTriggerCharacters=[],
+            supportedChecksumAlgorithms=[],
+        ).to_dict()
+
+        # Non-standard capabilities/info below.
+        body['supportsDebuggerProperties'] = True
+
+        body['pydevd'] = pydevd_info = {}
+        pydevd_info['processId'] = os.getpid()
+        self.api.notify_initialize(py_db)
+        response = pydevd_base_schema.build_response(request, kwargs={'body': body})
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def on_configurationdone_request(self, py_db, request):
+        '''
+        :param ConfigurationDoneRequest request:
+        '''
+        if not self._launch_or_attach_request_done:
+            pydev_log.critical('Missing launch request or attach request before configuration done request.')
+
+        self.api.run(py_db)
+        self.api.notify_configuration_done(py_db)
+
+        configuration_done_response = pydevd_base_schema.build_response(request)
+        return NetCommand(CMD_RETURN, 0, configuration_done_response, is_json=True)
+
+    def on_threads_request(self, py_db, request):
+        '''
+        :param ThreadsRequest request:
+        '''
+        return self.api.list_threads(py_db, request.seq)
+
+    def on_terminate_request(self, py_db, request):
+        '''
+        :param TerminateRequest request:
+        '''
+        self._request_terminate_process(py_db)
+        response = pydevd_base_schema.build_response(request)
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def _request_terminate_process(self, py_db):
+        self.api.request_terminate_process(py_db)
+
+    def on_completions_request(self, py_db, request):
+        '''
+        :param CompletionsRequest request:
+        '''
+        arguments = request.arguments  # : :type arguments: CompletionsArguments
+        seq = request.seq
+        text = arguments.text
+        frame_id = arguments.frameId
+        thread_id = py_db.suspended_frames_manager.get_thread_id_for_variable_reference(
+            frame_id)
+
+        if thread_id is None:
+            body = CompletionsResponseBody([])
+            variables_response = pydevd_base_schema.build_response(
+                request,
+                kwargs={
+                    'body': body,
+                    'success': False,
+                    'message': 'Thread to get completions seems to have resumed already.'
+                })
+            return NetCommand(CMD_RETURN, 0, variables_response, is_json=True)
+
+        # Note: line and column are 1-based (convert to 0-based for pydevd).
+        column = arguments.column - 1
+
+        if arguments.line is None:
+            # line is optional
+            line = -1
+        else:
+            line = arguments.line - 1
+
+        self.api.request_completions(py_db, seq, thread_id, frame_id, text, line=line, column=column)
+
+    def _resolve_remote_root(self, local_root, remote_root):
+        if remote_root == '.':
+            cwd = os.getcwd()
+            append_pathsep = local_root.endswith('\\') or local_root.endswith('/')
+            return cwd + (os.path.sep if append_pathsep else '')
+        return remote_root
+
+    def _set_debug_options(self, py_db, args, start_reason):
+        rules = args.get('rules')
+        stepping_resumes_all_threads = args.get('steppingResumesAllThreads', True)
+        self.api.set_stepping_resumes_all_threads(py_db, stepping_resumes_all_threads)
+
+        terminate_child_processes = args.get('terminateChildProcesses', True)
+        self.api.set_terminate_child_processes(py_db, terminate_child_processes)
+
+        variable_presentation = args.get('variablePresentation', None)
+        if isinstance(variable_presentation, dict):
+
+            def get_variable_presentation(setting, default):
+                value = variable_presentation.get(setting, default)
+                if value not in ('group', 'inline', 'hide'):
+                    pydev_log.info(
+                        'The value set for "%s" (%s) in the variablePresentation is not valid. Valid values are: "group", "inline", "hide"' % (
+                            setting, value,))
+                    value = default
+
+                return value
+
+            default = get_variable_presentation('all', 'group')
+
+            special_presentation = get_variable_presentation('special', default)
+            function_presentation = get_variable_presentation('function', default)
+            class_presentation = get_variable_presentation('class', default)
+            protected_presentation = get_variable_presentation('protected', default)
+
+            self.api.set_variable_presentation(py_db, self.api.VariablePresentation(
+                special_presentation,
+                function_presentation,
+                class_presentation,
+                protected_presentation
+            ))
+
+        exclude_filters = []
+
+        if rules is not None:
+            exclude_filters = _convert_rules_to_exclude_filters(
+                rules, lambda msg: self.api.send_error_message(py_db, msg))
+
+        self.api.set_exclude_filters(py_db, exclude_filters)
+
+        debug_options = _extract_debug_options(
+            args.get('options'),
+            args.get('debugOptions'),
+        )
+        self._options.update_fom_debug_options(debug_options)
+        self._options.update_from_args(args)
+
+        self.api.set_use_libraries_filter(py_db, self._options.just_my_code)
+
+        path_mappings = []
+        for pathMapping in args.get('pathMappings', []):
+            localRoot = pathMapping.get('localRoot', '')
+            remoteRoot = pathMapping.get('remoteRoot', '')
+            remoteRoot = self._resolve_remote_root(localRoot, remoteRoot)
+            if (localRoot != '') and (remoteRoot != ''):
+                path_mappings.append((localRoot, remoteRoot))
+
+        if bool(path_mappings):
+            pydevd_file_utils.setup_client_server_paths(path_mappings)
+
+        resolve_symlinks = args.get('resolveSymlinks', None)
+        if resolve_symlinks is not None:
+            pydevd_file_utils.set_resolve_symlinks(resolve_symlinks)
+
+        redirecting = args.get("isOutputRedirected")
+        if self._options.redirect_output:
+            py_db.enable_output_redirection(True, True)
+            redirecting = True
+        else:
+            py_db.enable_output_redirection(False, False)
+
+        py_db.is_output_redirected = redirecting
+
+        self.api.set_show_return_values(py_db, self._options.show_return_value)
+
+        if not self._options.break_system_exit_zero:
+            ignore_system_exit_codes = [0, None]
+            if self._options.django_debug or self._options.flask_debug:
+                ignore_system_exit_codes += [3]
+
+            self.api.set_ignore_system_exit_codes(py_db, ignore_system_exit_codes)
+
+        auto_reload = args.get('autoReload', {})
+        if not isinstance(auto_reload, dict):
+            pydev_log.info('Expected autoReload to be a dict. Received: %s' % (auto_reload,))
+            auto_reload = {}
+
+        enable_auto_reload = auto_reload.get('enable', False)
+        watch_dirs = auto_reload.get('watchDirectories')
+        if not watch_dirs:
+            watch_dirs = []
+            # Note: by default this is no longer done because on some cases there are entries in the PYTHONPATH
+            # such as the home directory or /python/x64, where the site packages are in /python/x64/libs, so,
+            # we only watch the current working directory as well as executed script.
+            # check = getattr(sys, 'path', [])[:]
+            # # By default only watch directories that are in the project roots /
+            # # program dir (if available), sys.argv[0], as well as the current dir (we don't want to
+            # # listen to the whole site-packages by default as it can be huge).
+            # watch_dirs = [pydevd_file_utils.absolute_path(w) for w in check]
+            # watch_dirs = [w for w in watch_dirs if py_db.in_project_roots_filename_uncached(w) and os.path.isdir(w)]
+
+            program = args.get('program')
+            if program:
+                if os.path.isdir(program):
+                    watch_dirs.append(program)
+                else:
+                    watch_dirs.append(os.path.dirname(program))
+            watch_dirs.append(os.path.abspath('.'))
+
+            argv = getattr(sys, 'argv', [])
+            if argv:
+                f = argv[0]
+                if f:  # argv[0] could be None (https://github.com/microsoft/debugpy/issues/987)
+                    if os.path.isdir(f):
+                        watch_dirs.append(f)
+                    else:
+                        watch_dirs.append(os.path.dirname(f))
+
+        if not isinstance(watch_dirs, (list, set, tuple)):
+            watch_dirs = (watch_dirs,)
+        new_watch_dirs = set()
+        for w in watch_dirs:
+            try:
+                new_watch_dirs.add(pydevd_file_utils.get_path_with_real_case(pydevd_file_utils.absolute_path(w)))
+            except Exception:
+                pydev_log.exception('Error adding watch dir: %s', w)
+        watch_dirs = new_watch_dirs
+
+        poll_target_time = auto_reload.get('pollingInterval', 1)
+        exclude_patterns = auto_reload.get('exclude', ('**/.git/**', '**/__pycache__/**', '**/node_modules/**', '**/.metadata/**', '**/site-packages/**'))
+        include_patterns = auto_reload.get('include', ('**/*.py', '**/*.pyw'))
+        self.api.setup_auto_reload_watcher(
+            py_db, enable_auto_reload, watch_dirs, poll_target_time, exclude_patterns, include_patterns)
+
+        if self._options.stop_on_entry and start_reason == 'launch':
+            self.api.stop_on_entry()
+
+        self.api.set_gui_event_loop(py_db, self._options.gui_event_loop)
+
+    def _send_process_event(self, py_db, start_method):
+        argv = getattr(sys, 'argv', [])
+        if len(argv) > 0:
+            name = argv[0]
+        else:
+            name = ''
+
+        if isinstance(name, bytes):
+            name = name.decode(file_system_encoding, 'replace')
+            name = name.encode('utf-8')
+
+        body = ProcessEventBody(
+            name=name,
+            systemProcessId=os.getpid(),
+            isLocalProcess=True,
+            startMethod=start_method,
+        )
+        event = ProcessEvent(body)
+        py_db.writer.add_command(NetCommand(CMD_PROCESS_EVENT, 0, event, is_json=True))
+
+    def _handle_launch_or_attach_request(self, py_db, request, start_reason):
+        self._send_process_event(py_db, start_reason)
+        self._launch_or_attach_request_done = True
+        self.api.set_enable_thread_notifications(py_db, True)
+        self._set_debug_options(py_db, request.arguments.kwargs, start_reason=start_reason)
+        response = pydevd_base_schema.build_response(request)
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def on_launch_request(self, py_db, request):
+        '''
+        :param LaunchRequest request:
+        '''
+        return self._handle_launch_or_attach_request(py_db, request, start_reason='launch')
+
+    def on_attach_request(self, py_db, request):
+        '''
+        :param AttachRequest request:
+        '''
+        return self._handle_launch_or_attach_request(py_db, request, start_reason='attach')
+
+    def on_pause_request(self, py_db, request):
+        '''
+        :param PauseRequest request:
+        '''
+        arguments = request.arguments  # : :type arguments: PauseArguments
+        thread_id = arguments.threadId
+
+        self.api.request_suspend_thread(py_db, thread_id=thread_id)
+
+        response = pydevd_base_schema.build_response(request)
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def on_continue_request(self, py_db, request):
+        '''
+        :param ContinueRequest request:
+        '''
+        arguments = request.arguments  # : :type arguments: ContinueArguments
+        thread_id = arguments.threadId
+
+        def on_resumed():
+            body = {'allThreadsContinued': thread_id == '*'}
+            response = pydevd_base_schema.build_response(request, kwargs={'body': body})
+            cmd = NetCommand(CMD_RETURN, 0, response, is_json=True)
+            py_db.writer.add_command(cmd)
+
+        # Only send resumed notification when it has actually resumed!
+        # (otherwise the user could send a continue, receive the notification and then
+        # request a new pause which would be paused without sending any notification as
+        # it didn't really run in the first place).
+        py_db.threads_suspended_single_notification.add_on_resumed_callback(on_resumed)
+        self.api.request_resume_thread(thread_id)
+
+    def on_next_request(self, py_db, request):
+        '''
+        :param NextRequest request:
+        '''
+        arguments = request.arguments  # : :type arguments: NextArguments
+        thread_id = arguments.threadId
+
+        if py_db.get_use_libraries_filter():
+            step_cmd_id = CMD_STEP_OVER_MY_CODE
+        else:
+            step_cmd_id = CMD_STEP_OVER
+
+        self.api.request_step(py_db, thread_id, step_cmd_id)
+
+        response = pydevd_base_schema.build_response(request)
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def on_stepin_request(self, py_db, request):
+        '''
+        :param StepInRequest request:
+        '''
+        arguments = request.arguments  # : :type arguments: StepInArguments
+        thread_id = arguments.threadId
+
+        target_id = arguments.targetId
+        if target_id is not None:
+            thread = pydevd_find_thread_by_id(thread_id)
+            info = set_additional_thread_info(thread)
+            target_id_to_smart_step_into_variant = info.target_id_to_smart_step_into_variant
+            if not target_id_to_smart_step_into_variant:
+                variables_response = pydevd_base_schema.build_response(
+                    request,
+                    kwargs={
+                        'success': False,
+                        'message': 'Unable to step into target (no targets are saved in the thread info).'
+                    })
+                return NetCommand(CMD_RETURN, 0, variables_response, is_json=True)
+
+            variant = target_id_to_smart_step_into_variant.get(target_id)
+            if variant is not None:
+                parent = variant.parent
+                if parent is not None:
+                    self.api.request_smart_step_into(py_db, request.seq, thread_id, parent.offset, variant.offset)
+                else:
+                    self.api.request_smart_step_into(py_db, request.seq, thread_id, variant.offset, -1)
+            else:
+                variables_response = pydevd_base_schema.build_response(
+                    request,
+                    kwargs={
+                        'success': False,
+                        'message': 'Unable to find step into target %s. Available targets: %s' % (
+                            target_id, target_id_to_smart_step_into_variant)
+                    })
+                return NetCommand(CMD_RETURN, 0, variables_response, is_json=True)
+
+        else:
+            if py_db.get_use_libraries_filter():
+                step_cmd_id = CMD_STEP_INTO_MY_CODE
+            else:
+                step_cmd_id = CMD_STEP_INTO
+
+            self.api.request_step(py_db, thread_id, step_cmd_id)
+
+        response = pydevd_base_schema.build_response(request)
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def on_stepintargets_request(self, py_db, request):
+        '''
+        :param StepInTargetsRequest request:
+        '''
+        frame_id = request.arguments.frameId
+        thread_id = py_db.suspended_frames_manager.get_thread_id_for_variable_reference(
+            frame_id)
+
+        if thread_id is None:
+            body = StepInTargetsResponseBody([])
+            variables_response = pydevd_base_schema.build_response(
+                request,
+                kwargs={
+                    'body': body,
+                    'success': False,
+                    'message': 'Unable to get thread_id from frame_id (thread to get step in targets seems to have resumed already).'
+                })
+            return NetCommand(CMD_RETURN, 0, variables_response, is_json=True)
+
+        py_db.post_method_as_internal_command(
+            thread_id, internal_get_step_in_targets_json, request.seq, thread_id, frame_id, request, set_additional_thread_info)
+
+    def on_stepout_request(self, py_db, request):
+        '''
+        :param StepOutRequest request:
+        '''
+        arguments = request.arguments  # : :type arguments: StepOutArguments
+        thread_id = arguments.threadId
+
+        if py_db.get_use_libraries_filter():
+            step_cmd_id = CMD_STEP_RETURN_MY_CODE
+        else:
+            step_cmd_id = CMD_STEP_RETURN
+
+        self.api.request_step(py_db, thread_id, step_cmd_id)
+
+        response = pydevd_base_schema.build_response(request)
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def _get_hit_condition_expression(self, hit_condition):
+        '''Following hit condition values are supported
+
+        * x or == x when breakpoint is hit x times
+        * >= x when breakpoint is hit more than or equal to x times
+        * % x when breakpoint is hit multiple of x times
+
+        Returns '@HIT@ == x' where @HIT@ will be replaced by number of hits
+        '''
+        if not hit_condition:
+            return None
+
+        expr = hit_condition.strip()
+        try:
+            int(expr)
+            return '@HIT@ == {}'.format(expr)
+        except ValueError:
+            pass
+
+        if expr.startswith('%'):
+            return '@HIT@ {} == 0'.format(expr)
+
+        if expr.startswith('==') or \
+            expr.startswith('>') or \
+            expr.startswith('<'):
+            return '@HIT@ {}'.format(expr)
+
+        return hit_condition
+
+    def on_disconnect_request(self, py_db, request):
+        '''
+        :param DisconnectRequest request:
+        '''
+        if request.arguments.terminateDebuggee:
+            self._request_terminate_process(py_db)
+            response = pydevd_base_schema.build_response(request)
+            return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+        self._launch_or_attach_request_done = False
+        py_db.enable_output_redirection(False, False)
+        self.api.request_disconnect(py_db, resume_threads=True)
+
+        response = pydevd_base_schema.build_response(request)
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def _verify_launch_or_attach_done(self, request):
+        if not self._launch_or_attach_request_done:
+            # Note that to validate the breakpoints we need the launch request to be done already
+            # (otherwise the filters wouldn't be set for the breakpoint validation).
+            if request.command == 'setFunctionBreakpoints':
+                body = SetFunctionBreakpointsResponseBody([])
+            else:
+                body = SetBreakpointsResponseBody([])
+            response = pydevd_base_schema.build_response(
+                request,
+                kwargs={
+                    'body': body,
+                    'success': False,
+                    'message': 'Breakpoints may only be set after the launch request is received.'
+                })
+            return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def on_setfunctionbreakpoints_request(self, py_db, request):
+        '''
+        :param SetFunctionBreakpointsRequest request:
+        '''
+        response = self._verify_launch_or_attach_done(request)
+        if response is not None:
+            return response
+
+        arguments = request.arguments  # : :type arguments: SetFunctionBreakpointsArguments
+        function_breakpoints = []
+        suspend_policy = 'ALL'
+
+        # Not currently covered by the DAP.
+        is_logpoint = False
+        expression = None
+
+        breakpoints_set = []
+        for bp in arguments.breakpoints:
+            hit_condition = self._get_hit_condition_expression(bp.get('hitCondition'))
+            condition = bp.get('condition')
+
+            function_breakpoints.append(
+                FunctionBreakpoint(bp['name'], condition, expression, suspend_policy, hit_condition, is_logpoint))
+
+            # Note: always succeeds.
+            breakpoints_set.append(pydevd_schema.Breakpoint(
+                    verified=True, id=self._next_breakpoint_id()).to_dict())
+
+        self.api.set_function_breakpoints(py_db, function_breakpoints)
+
+        body = {'breakpoints': breakpoints_set}
+        set_breakpoints_response = pydevd_base_schema.build_response(request, kwargs={'body': body})
+        return NetCommand(CMD_RETURN, 0, set_breakpoints_response, is_json=True)
+
+    def on_setbreakpoints_request(self, py_db, request):
+        '''
+        :param SetBreakpointsRequest request:
+        '''
+        response = self._verify_launch_or_attach_done(request)
+        if response is not None:
+            return response
+
+        arguments = request.arguments  # : :type arguments: SetBreakpointsArguments
+        # TODO: Path is optional here it could be source reference.
+        filename = self.api.filename_to_str(arguments.source.path)
+        func_name = 'None'
+
+        self.api.remove_all_breakpoints(py_db, filename)
+
+        btype = 'python-line'
+        suspend_policy = 'ALL'
+
+        if not filename.lower().endswith('.py'):  # Note: check based on original file, not mapping.
+            if self._options.django_debug:
+                btype = 'django-line'
+            elif self._options.flask_debug:
+                btype = 'jinja2-line'
+
+        breakpoints_set = []
+
+        for source_breakpoint in arguments.breakpoints:
+            source_breakpoint = SourceBreakpoint(**source_breakpoint)
+            line = source_breakpoint.line
+            condition = source_breakpoint.condition
+            breakpoint_id = self._next_breakpoint_id()
+
+            hit_condition = self._get_hit_condition_expression(source_breakpoint.hitCondition)
+            log_message = source_breakpoint.logMessage
+            if not log_message:
+                is_logpoint = None
+                expression = None
+            else:
+                is_logpoint = True
+                expression = convert_dap_log_message_to_expression(log_message)
+
+            on_changed_breakpoint_state = partial(self._on_changed_breakpoint_state, py_db, arguments.source)
+            result = self.api.add_breakpoint(
+                py_db, filename, btype, breakpoint_id, line, condition, func_name, expression,
+                suspend_policy, hit_condition, is_logpoint, adjust_line=True, on_changed_breakpoint_state=on_changed_breakpoint_state)
+
+            bp = self._create_breakpoint_from_add_breakpoint_result(py_db, arguments.source, breakpoint_id, result)
+            breakpoints_set.append(bp)
+
+        body = {'breakpoints': breakpoints_set}
+        set_breakpoints_response = pydevd_base_schema.build_response(request, kwargs={'body': body})
+        return NetCommand(CMD_RETURN, 0, set_breakpoints_response, is_json=True)
+
+    def _on_changed_breakpoint_state(self, py_db, source, breakpoint_id, result):
+        bp = self._create_breakpoint_from_add_breakpoint_result(py_db, source, breakpoint_id, result)
+        body = BreakpointEventBody(
+            reason='changed',
+            breakpoint=bp,
+        )
+        event = BreakpointEvent(body)
+        event_id = 0  # Actually ignored in this case
+        py_db.writer.add_command(NetCommand(event_id, 0, event, is_json=True))
+
+    def _create_breakpoint_from_add_breakpoint_result(self, py_db, source, breakpoint_id, result):
+        error_code = result.error_code
+
+        if error_code:
+            if error_code == self.api.ADD_BREAKPOINT_FILE_NOT_FOUND:
+                error_msg = 'Breakpoint in file that does not exist.'
+
+            elif error_code == self.api.ADD_BREAKPOINT_FILE_EXCLUDED_BY_FILTERS:
+                error_msg = 'Breakpoint in file excluded by filters.'
+                if py_db.get_use_libraries_filter():
+                    error_msg += ('\nNote: may be excluded because of "justMyCode" option (default == true).'
+                                  'Try setting \"justMyCode\": false in the debug configuration (e.g., launch.json).\n')
+
+            elif error_code == self.api.ADD_BREAKPOINT_LAZY_VALIDATION:
+                error_msg = 'Waiting for code to be loaded to verify breakpoint.'
+
+            elif error_code == self.api.ADD_BREAKPOINT_INVALID_LINE:
+                error_msg = 'Breakpoint added to invalid line.'
+
+            else:
+                # Shouldn't get here.
+                error_msg = 'Breakpoint not validated (reason unknown -- please report as bug).'
+
+            return pydevd_schema.Breakpoint(
+                verified=False, id=breakpoint_id, line=result.translated_line, message=error_msg, source=source).to_dict()
+        else:
+            return pydevd_schema.Breakpoint(
+                verified=True, id=breakpoint_id, line=result.translated_line, source=source).to_dict()
+
+    def on_setexceptionbreakpoints_request(self, py_db, request):
+        '''
+        :param SetExceptionBreakpointsRequest request:
+        '''
+        # : :type arguments: SetExceptionBreakpointsArguments
+        arguments = request.arguments
+        filters = arguments.filters
+        exception_options = arguments.exceptionOptions
+        self.api.remove_all_exception_breakpoints(py_db)
+
+        # Can't set these in the DAP.
+        condition = None
+        expression = None
+        notify_on_first_raise_only = False
+
+        ignore_libraries = 1 if py_db.get_use_libraries_filter() else 0
+
+        if exception_options:
+            break_raised = False
+            break_uncaught = False
+
+            for option in exception_options:
+                option = ExceptionOptions(**option)
+                if not option.path:
+                    continue
+
+                # never: never breaks
+                #
+                # always: always breaks
+                #
+                # unhandled: breaks when exception unhandled
+                #
+                # userUnhandled: breaks if the exception is not handled by user code
+
+                notify_on_handled_exceptions = 1 if option.breakMode == 'always' else 0
+                notify_on_unhandled_exceptions = 1 if option.breakMode == 'unhandled' else 0
+                notify_on_user_unhandled_exceptions = 1 if option.breakMode == 'userUnhandled' else 0
+                exception_paths = option.path
+                break_raised |= notify_on_handled_exceptions
+                break_uncaught |= notify_on_unhandled_exceptions
+
+                exception_names = []
+                if len(exception_paths) == 0:
+                    continue
+
+                elif len(exception_paths) == 1:
+                    if 'Python Exceptions' in exception_paths[0]['names']:
+                        exception_names = ['BaseException']
+
+                else:
+                    path_iterator = iter(exception_paths)
+                    if 'Python Exceptions' in next(path_iterator)['names']:
+                        for path in path_iterator:
+                            for ex_name in path['names']:
+                                exception_names.append(ex_name)
+
+                for exception_name in exception_names:
+                    self.api.add_python_exception_breakpoint(
+                        py_db,
+                        exception_name,
+                        condition,
+                        expression,
+                        notify_on_handled_exceptions,
+                        notify_on_unhandled_exceptions,
+                        notify_on_user_unhandled_exceptions,
+                        notify_on_first_raise_only,
+                        ignore_libraries
+                    )
+
+        else:
+            break_raised = 'raised' in filters
+            break_uncaught = 'uncaught' in filters
+            break_user = 'userUnhandled' in filters
+            if break_raised or break_uncaught or break_user:
+                notify_on_handled_exceptions = 1 if break_raised else 0
+                notify_on_unhandled_exceptions = 1 if break_uncaught else 0
+                notify_on_user_unhandled_exceptions = 1 if break_user else 0
+                exception = 'BaseException'
+
+                self.api.add_python_exception_breakpoint(
+                    py_db,
+                    exception,
+                    condition,
+                    expression,
+                    notify_on_handled_exceptions,
+                    notify_on_unhandled_exceptions,
+                    notify_on_user_unhandled_exceptions,
+                    notify_on_first_raise_only,
+                    ignore_libraries
+                )
+
+        if break_raised:
+            btype = None
+            if self._options.django_debug:
+                btype = 'django'
+            elif self._options.flask_debug:
+                btype = 'jinja2'
+
+            if btype:
+                self.api.add_plugins_exception_breakpoint(
+                    py_db, btype, 'BaseException')  # Note: Exception name could be anything here.
+
+        # Note: no body required on success.
+        set_breakpoints_response = pydevd_base_schema.build_response(request)
+        return NetCommand(CMD_RETURN, 0, set_breakpoints_response, is_json=True)
+
+    def on_stacktrace_request(self, py_db, request):
+        '''
+        :param StackTraceRequest request:
+        '''
+        # : :type stack_trace_arguments: StackTraceArguments
+        stack_trace_arguments = request.arguments
+        thread_id = stack_trace_arguments.threadId
+
+        if stack_trace_arguments.startFrame:
+            start_frame = int(stack_trace_arguments.startFrame)
+        else:
+            start_frame = 0
+
+        if stack_trace_arguments.levels:
+            levels = int(stack_trace_arguments.levels)
+        else:
+            levels = 0
+
+        fmt = stack_trace_arguments.format
+        if hasattr(fmt, 'to_dict'):
+            fmt = fmt.to_dict()
+        self.api.request_stack(py_db, request.seq, thread_id, fmt=fmt, start_frame=start_frame, levels=levels)
+
+    def on_exceptioninfo_request(self, py_db, request):
+        '''
+        :param ExceptionInfoRequest request:
+        '''
+        # : :type exception_into_arguments: ExceptionInfoArguments
+        exception_into_arguments = request.arguments
+        thread_id = exception_into_arguments.threadId
+        max_frames = self._options.max_exception_stack_frames
+        self.api.request_exception_info_json(py_db, request, thread_id, max_frames)
+
+    def on_scopes_request(self, py_db, request):
+        '''
+        Scopes are the top-level items which appear for a frame (so, we receive the frame id
+        and provide the scopes it has).
+
+        :param ScopesRequest request:
+        '''
+        frame_id = request.arguments.frameId
+
+        variables_reference = frame_id
+        scopes = [
+            Scope('Locals', ScopeRequest(int(variables_reference), 'locals'), False, presentationHint='locals'),
+            Scope('Globals', ScopeRequest(int(variables_reference), 'globals'), False),
+        ]
+        body = ScopesResponseBody(scopes)
+        scopes_response = pydevd_base_schema.build_response(request, kwargs={'body': body})
+        return NetCommand(CMD_RETURN, 0, scopes_response, is_json=True)
+
+    def on_evaluate_request(self, py_db, request):
+        '''
+        :param EvaluateRequest request:
+        '''
+        # : :type arguments: EvaluateArguments
+        arguments = request.arguments
+
+        if arguments.frameId is None:
+            self.api.request_exec_or_evaluate_json(py_db, request, thread_id='*')
+        else:
+            thread_id = py_db.suspended_frames_manager.get_thread_id_for_variable_reference(
+                arguments.frameId)
+
+            if thread_id is not None:
+                self.api.request_exec_or_evaluate_json(
+                    py_db, request, thread_id)
+            else:
+                body = EvaluateResponseBody('', 0)
+                response = pydevd_base_schema.build_response(
+                    request,
+                    kwargs={
+                        'body': body,
+                        'success': False,
+                        'message': 'Unable to find thread for evaluation.'
+                    })
+                return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def on_setexpression_request(self, py_db, request):
+        # : :type arguments: SetExpressionArguments
+        arguments = request.arguments
+
+        thread_id = py_db.suspended_frames_manager.get_thread_id_for_variable_reference(
+            arguments.frameId)
+
+        if thread_id is not None:
+            self.api.request_set_expression_json(py_db, request, thread_id)
+        else:
+            body = SetExpressionResponseBody('')
+            response = pydevd_base_schema.build_response(
+                request,
+                kwargs={
+                    'body': body,
+                    'success': False,
+                    'message': 'Unable to find thread to set expression.'
+                })
+            return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def on_variables_request(self, py_db, request):
+        '''
+        Variables can be asked whenever some place returned a variables reference (so, it
+        can be a scope gotten from on_scopes_request, the result of some evaluation, etc.).
+
+        Note that in the DAP the variables reference requires a unique int... the way this works for
+        pydevd is that an instance is generated for that specific variable reference and we use its
+        id(instance) to identify it to make sure all items are unique (and the actual {id->instance}
+        is added to a dict which is only valid while the thread is suspended and later cleared when
+        the related thread resumes execution).
+
+        see: SuspendedFramesManager
+
+        :param VariablesRequest request:
+        '''
+        arguments = request.arguments  # : :type arguments: VariablesArguments
+        variables_reference = arguments.variablesReference
+
+        if isinstance(variables_reference, ScopeRequest):
+            variables_reference = variables_reference.variable_reference
+
+        thread_id = py_db.suspended_frames_manager.get_thread_id_for_variable_reference(
+            variables_reference)
+        if thread_id is not None:
+            self.api.request_get_variable_json(py_db, request, thread_id)
+        else:
+            variables = []
+            body = VariablesResponseBody(variables)
+            variables_response = pydevd_base_schema.build_response(request, kwargs={
+                'body': body,
+                'success': False,
+                'message': 'Unable to find thread to evaluate variable reference.'
+            })
+            return NetCommand(CMD_RETURN, 0, variables_response, is_json=True)
+
+    def on_setvariable_request(self, py_db, request):
+        arguments = request.arguments  # : :type arguments: SetVariableArguments
+        variables_reference = arguments.variablesReference
+
+        if isinstance(variables_reference, ScopeRequest):
+            variables_reference = variables_reference.variable_reference
+
+        if arguments.name.startswith('(return) '):
+            response = pydevd_base_schema.build_response(
+                request,
+                kwargs={
+                    'body': SetVariableResponseBody(''),
+                    'success': False,
+                    'message': 'Cannot change return value'
+                })
+            return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+        thread_id = py_db.suspended_frames_manager.get_thread_id_for_variable_reference(
+            variables_reference)
+
+        if thread_id is not None:
+            self.api.request_change_variable_json(py_db, request, thread_id)
+        else:
+            response = pydevd_base_schema.build_response(
+                request,
+                kwargs={
+                    'body': SetVariableResponseBody(''),
+                    'success': False,
+                    'message': 'Unable to find thread to evaluate variable reference.'
+                })
+            return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def on_modules_request(self, py_db, request):
+        modules_manager = py_db.cmd_factory.modules_manager  # : :type modules_manager: ModulesManager
+        modules_info = modules_manager.get_modules_info()
+        body = ModulesResponseBody(modules_info)
+        variables_response = pydevd_base_schema.build_response(request, kwargs={'body': body})
+        return NetCommand(CMD_RETURN, 0, variables_response, is_json=True)
+
+    def on_source_request(self, py_db, request):
+        '''
+        :param SourceRequest request:
+        '''
+        source_reference = request.arguments.sourceReference
+        server_filename = None
+        content = None
+
+        if source_reference != 0:
+            server_filename = pydevd_file_utils.get_server_filename_from_source_reference(source_reference)
+            if not server_filename:
+                server_filename = pydevd_file_utils.get_source_reference_filename_from_linecache(source_reference)
+
+            if server_filename:
+                # Try direct file access first - it's much faster when available.
+                try:
+                    with open(server_filename, 'r') as stream:
+                        content = stream.read()
+                except:
+                    pass
+
+                if content is None:
+                    # File might not exist at all, or we might not have a permission to read it,
+                    # but it might also be inside a zipfile, or an IPython cell. In this case,
+                    # linecache might still be able to retrieve the source.
+                    lines = (linecache.getline(server_filename, i) for i in itertools.count(1))
+                    lines = itertools.takewhile(bool, lines)  # empty lines are '\n', EOF is ''
+
+                    # If we didn't get at least one line back, reset it to None so that it's
+                    # reported as error below, and not as an empty file.
+                    content = ''.join(lines) or None
+
+            if content is None:
+                frame_id = pydevd_file_utils.get_frame_id_from_source_reference(source_reference)
+                pydev_log.debug('Found frame id: %s for source reference: %s', frame_id, source_reference)
+                if frame_id is not None:
+                    try:
+                        content = self.api.get_decompiled_source_from_frame_id(py_db, frame_id)
+                    except Exception:
+                        pydev_log.exception('Error getting source for frame id: %s', frame_id)
+                        content = None
+
+        body = SourceResponseBody(content or '')
+        response_args = {'body': body}
+
+        if content is None:
+            if source_reference == 0:
+                message = 'Source unavailable'
+            elif server_filename:
+                message = 'Unable to retrieve source for %s' % (server_filename,)
+            else:
+                message = 'Invalid sourceReference %d' % (source_reference,)
+            response_args.update({'success': False, 'message': message})
+
+        response = pydevd_base_schema.build_response(request, kwargs=response_args)
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def on_gototargets_request(self, py_db, request):
+        path = request.arguments.source.path
+        line = request.arguments.line
+        target_id = self._goto_targets_map.obtain_key((path, line))
+        target = {
+            'id': target_id,
+            'label': '%s:%s' % (path, line),
+            'line': line
+        }
+        body = GotoTargetsResponseBody(targets=[target])
+        response_args = {'body': body}
+        response = pydevd_base_schema.build_response(request, kwargs=response_args)
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def on_goto_request(self, py_db, request):
+        target_id = int(request.arguments.targetId)
+        thread_id = request.arguments.threadId
+        try:
+            path, line = self._goto_targets_map.obtain_value(target_id)
+        except KeyError:
+            response = pydevd_base_schema.build_response(
+                request,
+                kwargs={
+                    'body': {},
+                    'success': False,
+                    'message': 'Unknown goto target id: %d' % (target_id,),
+                })
+            return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+        self.api.request_set_next(py_db, request.seq, thread_id, CMD_SET_NEXT_STATEMENT, path, line, '*')
+        # See 'NetCommandFactoryJson.make_set_next_stmnt_status_message' for response
+        return None
+
+    def on_setdebuggerproperty_request(self, py_db, request):
+        args = request.arguments  # : :type args: SetDebuggerPropertyArguments
+        if args.ideOS is not None:
+            self.api.set_ide_os(args.ideOS)
+
+        if args.dontTraceStartPatterns is not None and args.dontTraceEndPatterns is not None:
+            start_patterns = tuple(args.dontTraceStartPatterns)
+            end_patterns = tuple(args.dontTraceEndPatterns)
+            self.api.set_dont_trace_start_end_patterns(py_db, start_patterns, end_patterns)
+
+        if args.skipSuspendOnBreakpointException is not None:
+            py_db.skip_suspend_on_breakpoint_exception = tuple(
+                get_exception_class(x) for x in args.skipSuspendOnBreakpointException)
+
+        if args.skipPrintBreakpointException is not None:
+            py_db.skip_print_breakpoint_exception = tuple(
+                get_exception_class(x) for x in args.skipPrintBreakpointException)
+
+        if args.multiThreadsSingleNotification is not None:
+            py_db.multi_threads_single_notification = args.multiThreadsSingleNotification
+
+        # TODO: Support other common settings. Note that not all of these might be relevant to python.
+        # JustMyCodeStepping: 0 or 1
+        # AllowOutOfProcessSymbols: 0 or 1
+        # DisableJITOptimization: 0 or 1
+        # InterpreterOptions: 0 or 1
+        # StopOnExceptionCrossingManagedBoundary: 0 or 1
+        # WarnIfNoUserCodeOnLaunch: 0 or 1
+        # EnableStepFiltering: true of false
+
+        response = pydevd_base_schema.build_response(request, kwargs={'body': {}})
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def on_pydevdsysteminfo_request(self, py_db, request):
+        try:
+            pid = os.getpid()
+        except AttributeError:
+            pid = None
+
+        # It's possible to have the ppid reported from args. In this case, use that instead of the
+        # real ppid (athough we're using `ppid`, what we want in meaning is the `launcher_pid` --
+        # so, if a python process is launched from another python process, consider that process the
+        # parent and not any intermediary stubs).
+
+        ppid = py_db.get_arg_ppid() or self.api.get_ppid()
+
+        try:
+            impl_desc = platform.python_implementation()
+        except AttributeError:
+            impl_desc = PY_IMPL_NAME
+
+        py_info = pydevd_schema.PydevdPythonInfo(
+            version=PY_VERSION_STR,
+            implementation=pydevd_schema.PydevdPythonImplementationInfo(
+                name=PY_IMPL_NAME,
+                version=PY_IMPL_VERSION_STR,
+                description=impl_desc,
+            )
+        )
+        platform_info = pydevd_schema.PydevdPlatformInfo(name=sys.platform)
+        process_info = pydevd_schema.PydevdProcessInfo(
+            pid=pid,
+            ppid=ppid,
+            executable=sys.executable,
+            bitness=64 if IS_64BIT_PROCESS else 32,
+        )
+        pydevd_info = pydevd_schema.PydevdInfo(
+            usingCython=USING_CYTHON,
+            usingFrameEval=USING_FRAME_EVAL,
+        )
+        body = {
+            'python': py_info,
+            'platform': platform_info,
+            'process': process_info,
+            'pydevd': pydevd_info,
+        }
+        response = pydevd_base_schema.build_response(request, kwargs={'body': body})
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+    def on_setpydevdsourcemap_request(self, py_db, request):
+        args = request.arguments  # : :type args: SetPydevdSourceMapArguments
+        SourceMappingEntry = self.api.SourceMappingEntry
+
+        path = args.source.path
+        source_maps = args.pydevdSourceMaps
+        # : :type source_map: PydevdSourceMap
+        new_mappings = [
+            SourceMappingEntry(
+                source_map['line'],
+                source_map['endLine'],
+                source_map['runtimeLine'],
+                self.api.filename_to_str(source_map['runtimeSource']['path'])
+            ) for source_map in source_maps
+        ]
+
+        error_msg = self.api.set_source_mapping(py_db, path, new_mappings)
+        if error_msg:
+            response = pydevd_base_schema.build_response(
+                request,
+                kwargs={
+                    'body': {},
+                    'success': False,
+                    'message': error_msg,
+                })
+            return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
+        response = pydevd_base_schema.build_response(request)
+        return NetCommand(CMD_RETURN, 0, response, is_json=True)
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_referrers.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_referrers.py
new file mode 100644
index 0000000..c7e1bfa
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_referrers.py
@@ -0,0 +1,257 @@
+import sys
+from _pydevd_bundle import pydevd_xml
+from os.path import basename
+from _pydev_bundle import pydev_log
+from urllib.parse import unquote_plus
+from _pydevd_bundle.pydevd_constants import IS_PY311_OR_GREATER
+
+
+#===================================================================================================
+# print_var_node
+#===================================================================================================
+def print_var_node(xml_node, stream):
+    name = xml_node.getAttribute('name')
+    value = xml_node.getAttribute('value')
+    val_type = xml_node.getAttribute('type')
+
+    found_as = xml_node.getAttribute('found_as')
+    stream.write('Name: ')
+    stream.write(unquote_plus(name))
+    stream.write(', Value: ')
+    stream.write(unquote_plus(value))
+    stream.write(', Type: ')
+    stream.write(unquote_plus(val_type))
+    if found_as:
+        stream.write(', Found as: %s' % (unquote_plus(found_as),))
+    stream.write('\n')
+
+
+#===================================================================================================
+# print_referrers
+#===================================================================================================
+def print_referrers(obj, stream=None):
+    if stream is None:
+        stream = sys.stdout
+    result = get_referrer_info(obj)
+    from xml.dom.minidom import parseString
+    dom = parseString(result)
+
+    xml = dom.getElementsByTagName('xml')[0]
+    for node in xml.childNodes:
+        if node.nodeType == node.TEXT_NODE:
+            continue
+
+        if node.localName == 'for':
+            stream.write('Searching references for: ')
+            for child in node.childNodes:
+                if child.nodeType == node.TEXT_NODE:
+                    continue
+                print_var_node(child, stream)
+
+        elif node.localName == 'var':
+            stream.write('Referrer found: ')
+            print_var_node(node, stream)
+
+        else:
+            sys.stderr.write('Unhandled node: %s\n' % (node,))
+
+    return result
+
+
+#===================================================================================================
+# get_referrer_info
+#===================================================================================================
+def get_referrer_info(searched_obj):
+    DEBUG = 0
+    if DEBUG:
+        sys.stderr.write('Getting referrers info.\n')
+    try:
+        try:
+            if searched_obj is None:
+                ret = ['<xml>\n']
+
+                ret.append('<for>\n')
+                ret.append(pydevd_xml.var_to_xml(
+                    searched_obj,
+                    'Skipping getting referrers for None',
+                    additional_in_xml=' id="%s"' % (id(searched_obj),)))
+                ret.append('</for>\n')
+                ret.append('</xml>')
+                ret = ''.join(ret)
+                return ret
+
+            obj_id = id(searched_obj)
+
+            try:
+                if DEBUG:
+                    sys.stderr.write('Getting referrers...\n')
+                import gc
+                referrers = gc.get_referrers(searched_obj)
+            except:
+                pydev_log.exception()
+                ret = ['<xml>\n']
+
+                ret.append('<for>\n')
+                ret.append(pydevd_xml.var_to_xml(
+                    searched_obj,
+                    'Exception raised while trying to get_referrers.',
+                    additional_in_xml=' id="%s"' % (id(searched_obj),)))
+                ret.append('</for>\n')
+                ret.append('</xml>')
+                ret = ''.join(ret)
+                return ret
+
+            if DEBUG:
+                sys.stderr.write('Found %s referrers.\n' % (len(referrers),))
+
+            curr_frame = sys._getframe()
+            frame_type = type(curr_frame)
+
+            # Ignore this frame and any caller frame of this frame
+
+            ignore_frames = {}  # Should be a set, but it's not available on all python versions.
+            while curr_frame is not None:
+                if basename(curr_frame.f_code.co_filename).startswith('pydev'):
+                    ignore_frames[curr_frame] = 1
+                curr_frame = curr_frame.f_back
+
+            ret = ['<xml>\n']
+
+            ret.append('<for>\n')
+            if DEBUG:
+                sys.stderr.write('Searching Referrers of obj with id="%s"\n' % (obj_id,))
+
+            ret.append(pydevd_xml.var_to_xml(
+                searched_obj,
+                'Referrers of obj with id="%s"' % (obj_id,)))
+            ret.append('</for>\n')
+
+            curr_frame = sys._getframe()
+            all_objects = None
+
+            for r in referrers:
+                try:
+                    if r in ignore_frames:
+                        continue  # Skip the references we may add ourselves
+                except:
+                    pass  # Ok: unhashable type checked...
+
+                if r is referrers:
+                    continue
+
+                if r is curr_frame.f_locals:
+                    continue
+
+                r_type = type(r)
+                r_id = str(id(r))
+
+                representation = str(r_type)
+
+                found_as = ''
+                if r_type == frame_type:
+                    if DEBUG:
+                        sys.stderr.write('Found frame referrer: %r\n' % (r,))
+                    for key, val in r.f_locals.items():
+                        if val is searched_obj:
+                            found_as = key
+                            break
+
+                elif r_type == dict:
+                    if DEBUG:
+                        sys.stderr.write('Found dict referrer: %r\n' % (r,))
+
+                    # Try to check if it's a value in the dict (and under which key it was found)
+                    for key, val in r.items():
+                        if val is searched_obj:
+                            found_as = key
+                            if DEBUG:
+                                sys.stderr.write('    Found as %r in dict\n' % (found_as,))
+                            break
+
+                    # Ok, there's one annoying thing: many times we find it in a dict from an instance,
+                    # but with this we don't directly have the class, only the dict, so, to workaround that
+                    # we iterate over all reachable objects ad check if one of those has the given dict.
+                    if all_objects is None:
+                        all_objects = gc.get_objects()
+
+                    for x in all_objects:
+                        try:
+                            if getattr(x, '__dict__', None) is r:
+                                r = x
+                                r_type = type(x)
+                                r_id = str(id(r))
+                                representation = str(r_type)
+                                break
+                        except:
+                            pass  # Just ignore any error here (i.e.: ReferenceError, etc.)
+
+                elif r_type in (tuple, list):
+                    if DEBUG:
+                        sys.stderr.write('Found tuple referrer: %r\n' % (r,))
+
+                    for i, x in enumerate(r):
+                        if x is searched_obj:
+                            found_as = '%s[%s]' % (r_type.__name__, i)
+                            if DEBUG:
+                                sys.stderr.write('    Found as %s in tuple: \n' % (found_as,))
+                            break
+
+                elif IS_PY311_OR_GREATER:
+                    # Up to Python 3.10, gc.get_referrers for an instance actually returned the
+                    # object.__dict__, but on Python 3.11 it returns the actual object, so,
+                    # handling is a bit easier (we don't need the workaround from the dict
+                    # case to find the actual instance, we just need to find the attribute name).
+                    if DEBUG:
+                        sys.stderr.write('Found dict referrer: %r\n' % (r,))
+
+                    dct = getattr(r, '__dict__', None)
+                    if dct:
+                        # Try to check if it's a value in the dict (and under which key it was found)
+                        for key, val in dct.items():
+                            if val is searched_obj:
+                                found_as = key
+                                if DEBUG:
+                                    sys.stderr.write('    Found as %r in object instance\n' % (found_as,))
+                                break
+
+                if found_as:
+                    if not isinstance(found_as, str):
+                        found_as = str(found_as)
+                    found_as = ' found_as="%s"' % (pydevd_xml.make_valid_xml_value(found_as),)
+
+                ret.append(pydevd_xml.var_to_xml(
+                    r,
+                    representation,
+                    additional_in_xml=' id="%s"%s' % (r_id, found_as)))
+        finally:
+            if DEBUG:
+                sys.stderr.write('Done searching for references.\n')
+
+            # If we have any exceptions, don't keep dangling references from this frame to any of our objects.
+            all_objects = None
+            referrers = None
+            searched_obj = None
+            r = None
+            x = None
+            key = None
+            val = None
+            curr_frame = None
+            ignore_frames = None
+    except:
+        pydev_log.exception()
+        ret = ['<xml>\n']
+
+        ret.append('<for>\n')
+        ret.append(pydevd_xml.var_to_xml(
+            searched_obj,
+            'Error getting referrers for:',
+            additional_in_xml=' id="%s"' % (id(searched_obj),)))
+        ret.append('</for>\n')
+        ret.append('</xml>')
+        ret = ''.join(ret)
+        return ret
+
+    ret.append('</xml>')
+    ret = ''.join(ret)
+    return ret
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_reload.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_reload.py
new file mode 100644
index 0000000..507e73b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_reload.py
@@ -0,0 +1,433 @@
+"""
+Based on the python xreload.
+
+Changes
+======================
+
+1. we don't recreate the old namespace from new classes. Rather, we keep the existing namespace,
+load a new version of it and update only some of the things we can inplace. That way, we don't break
+things such as singletons or end up with a second representation of the same class in memory.
+
+2. If we find it to be a __metaclass__, we try to update it as a regular class.
+
+3. We don't remove old attributes (and leave them lying around even if they're no longer used).
+
+4. Reload hooks were changed
+
+These changes make it more stable, especially in the common case (where in a debug session only the
+contents of a function are changed), besides providing flexibility for users that want to extend
+on it.
+
+
+
+Hooks
+======================
+
+Classes/modules can be specially crafted to work with the reload (so that it can, for instance,
+update some constant which was changed).
+
+1. To participate in the change of some attribute:
+
+    In a module:
+
+    __xreload_old_new__(namespace, name, old, new)
+
+    in a class:
+
+    @classmethod
+    __xreload_old_new__(cls, name, old, new)
+
+    A class or module may include a method called '__xreload_old_new__' which is called when we're
+    unable to reload a given attribute.
+
+
+
+2. To do something after the whole reload is finished:
+
+    In a module:
+
+    __xreload_after_reload_update__(namespace):
+
+    In a class:
+
+    @classmethod
+    __xreload_after_reload_update__(cls):
+
+
+    A class or module may include a method called '__xreload_after_reload_update__' which is called
+    after the reload finishes.
+
+
+Important: when providing a hook, always use the namespace or cls provided and not anything in the global
+namespace, as the global namespace are only temporarily created during the reload and may not reflect the
+actual application state (while the cls and namespace passed are).
+
+
+Current limitations
+======================
+
+
+- Attributes/constants are added, but not changed (so singletons and the application state is not
+  broken -- use provided hooks to workaround it).
+
+- Code using metaclasses may not always work.
+
+- Functions and methods using decorators (other than classmethod and staticmethod) are not handled
+  correctly.
+
+- Renamings are not handled correctly.
+
+- Dependent modules are not reloaded.
+
+- New __slots__ can't be added to existing classes.
+
+
+Info
+======================
+
+Original: http://svn.python.org/projects/sandbox/trunk/xreload/xreload.py
+Note: it seems https://github.com/plone/plone.reload/blob/master/plone/reload/xreload.py enhances it (to check later)
+
+Interesting alternative: https://code.google.com/p/reimport/
+
+Alternative to reload().
+
+This works by executing the module in a scratch namespace, and then patching classes, methods and
+functions in place.  This avoids the need to patch instances.  New objects are copied into the
+target namespace.
+
+"""
+
+from _pydev_bundle.pydev_imports import execfile
+from _pydevd_bundle import pydevd_dont_trace
+import types
+from _pydev_bundle import pydev_log
+from _pydevd_bundle.pydevd_constants import get_global_debugger
+
+NO_DEBUG = 0
+LEVEL1 = 1
+LEVEL2 = 2
+
+DEBUG = NO_DEBUG
+
+
+def write_err(*args):
+    py_db = get_global_debugger()
+    if py_db is not None:
+        new_lst = []
+        for a in args:
+            new_lst.append(str(a))
+
+        msg = ' '.join(new_lst)
+        s = 'code reload: %s\n' % (msg,)
+        cmd = py_db.cmd_factory.make_io_message(s, 2)
+        if py_db.writer is not None:
+            py_db.writer.add_command(cmd)
+
+
+def notify_info0(*args):
+    write_err(*args)
+
+
+def notify_info(*args):
+    if DEBUG >= LEVEL1:
+        write_err(*args)
+
+
+def notify_info2(*args):
+    if DEBUG >= LEVEL2:
+        write_err(*args)
+
+
+def notify_error(*args):
+    write_err(*args)
+
+
+#=======================================================================================================================
+# code_objects_equal
+#=======================================================================================================================
+def code_objects_equal(code0, code1):
+    for d in dir(code0):
+        if d.startswith('_') or 'line' in d or d in ('replace', 'co_positions', 'co_qualname'):
+            continue
+        if getattr(code0, d) != getattr(code1, d):
+            return False
+    return True
+
+
+#=======================================================================================================================
+# xreload
+#=======================================================================================================================
+def xreload(mod):
+    """Reload a module in place, updating classes, methods and functions.
+
+    mod: a module object
+
+    Returns a boolean indicating whether a change was done.
+    """
+    r = Reload(mod)
+    r.apply()
+    found_change = r.found_change
+    r = None
+    pydevd_dont_trace.clear_trace_filter_cache()
+    return found_change
+
+# This isn't actually used... Initially I planned to reload variables which are immutable on the
+# namespace, but this can destroy places where we're saving state, which may not be what we want,
+# so, we're being conservative and giving the user hooks if he wants to do a reload.
+#
+# immutable_types = [int, str, float, tuple] #That should be common to all Python versions
+#
+# for name in 'long basestr unicode frozenset'.split():
+#     try:
+#         immutable_types.append(__builtins__[name])
+#     except:
+#         pass #Just ignore: not all python versions are created equal.
+# immutable_types = tuple(immutable_types)
+
+
+#=======================================================================================================================
+# Reload
+#=======================================================================================================================
+class Reload:
+
+    def __init__(self, mod, mod_name=None, mod_filename=None):
+        self.mod = mod
+        if mod_name:
+            self.mod_name = mod_name
+        else:
+            self.mod_name = mod.__name__ if mod is not None else None
+
+        if mod_filename:
+            self.mod_filename = mod_filename
+        else:
+            self.mod_filename = mod.__file__ if mod is not None else None
+
+        self.found_change = False
+
+    def apply(self):
+        mod = self.mod
+        self._on_finish_callbacks = []
+        try:
+            # Get the module namespace (dict) early; this is part of the type check
+            modns = mod.__dict__
+
+            # Execute the code.  We copy the module dict to a temporary; then
+            # clear the module dict; then execute the new code in the module
+            # dict; then swap things back and around.  This trick (due to
+            # Glyph Lefkowitz) ensures that the (readonly) __globals__
+            # attribute of methods and functions is set to the correct dict
+            # object.
+            new_namespace = modns.copy()
+            new_namespace.clear()
+            if self.mod_filename:
+                new_namespace["__file__"] = self.mod_filename
+                try:
+                    new_namespace["__builtins__"] = __builtins__
+                except NameError:
+                    raise  # Ok if not there.
+
+            if self.mod_name:
+                new_namespace["__name__"] = self.mod_name
+                if new_namespace["__name__"] == '__main__':
+                    # We do this because usually the __main__ starts-up the program, guarded by
+                    # the if __name__ == '__main__', but we don't want to start the program again
+                    # on a reload.
+                    new_namespace["__name__"] = '__main_reloaded__'
+
+            execfile(self.mod_filename, new_namespace, new_namespace)
+            # Now we get to the hard part
+            oldnames = set(modns)
+            newnames = set(new_namespace)
+
+            # Create new tokens (note: not deleting existing)
+            for name in newnames - oldnames:
+                notify_info0('Added:', name, 'to namespace')
+                self.found_change = True
+                modns[name] = new_namespace[name]
+
+            # Update in-place what we can
+            for name in oldnames & newnames:
+                self._update(modns, name, modns[name], new_namespace[name])
+
+            self._handle_namespace(modns)
+
+            for c in self._on_finish_callbacks:
+                c()
+            del self._on_finish_callbacks[:]
+        except:
+            pydev_log.exception()
+
+    def _handle_namespace(self, namespace, is_class_namespace=False):
+        on_finish = None
+        if is_class_namespace:
+            xreload_after_update = getattr(namespace, '__xreload_after_reload_update__', None)
+            if xreload_after_update is not None:
+                self.found_change = True
+                on_finish = lambda: xreload_after_update()
+
+        elif '__xreload_after_reload_update__' in namespace:
+            xreload_after_update = namespace['__xreload_after_reload_update__']
+            self.found_change = True
+            on_finish = lambda: xreload_after_update(namespace)
+
+        if on_finish is not None:
+            # If a client wants to know about it, give him a chance.
+            self._on_finish_callbacks.append(on_finish)
+
+    def _update(self, namespace, name, oldobj, newobj, is_class_namespace=False):
+        """Update oldobj, if possible in place, with newobj.
+
+        If oldobj is immutable, this simply returns newobj.
+
+        Args:
+          oldobj: the object to be updated
+          newobj: the object used as the source for the update
+        """
+        try:
+            notify_info2('Updating: ', oldobj)
+            if oldobj is newobj:
+                # Probably something imported
+                return
+
+            if type(oldobj) is not type(newobj):
+                # Cop-out: if the type changed, give up
+                if name not in ('__builtins__',):
+                    notify_error('Type of: %s (old: %s != new: %s) changed... Skipping.' % (name, type(oldobj), type(newobj)))
+                return
+
+            if isinstance(newobj, types.FunctionType):
+                self._update_function(oldobj, newobj)
+                return
+
+            if isinstance(newobj, types.MethodType):
+                self._update_method(oldobj, newobj)
+                return
+
+            if isinstance(newobj, classmethod):
+                self._update_classmethod(oldobj, newobj)
+                return
+
+            if isinstance(newobj, staticmethod):
+                self._update_staticmethod(oldobj, newobj)
+                return
+
+            if hasattr(types, 'ClassType'):
+                classtype = (types.ClassType, type)  # object is not instance of types.ClassType.
+            else:
+                classtype = type
+
+            if isinstance(newobj, classtype):
+                self._update_class(oldobj, newobj)
+                return
+
+            # New: dealing with metaclasses.
+            if hasattr(newobj, '__metaclass__') and hasattr(newobj, '__class__') and newobj.__metaclass__ == newobj.__class__:
+                self._update_class(oldobj, newobj)
+                return
+
+            if namespace is not None:
+                # Check for the `__xreload_old_new__` protocol (don't even compare things
+                # as even doing a comparison may break things -- see: https://github.com/microsoft/debugpy/issues/615).
+                xreload_old_new = None
+                if is_class_namespace:
+                    xreload_old_new = getattr(namespace, '__xreload_old_new__', None)
+                    if xreload_old_new is not None:
+                        self.found_change = True
+                        xreload_old_new(name, oldobj, newobj)
+
+                elif '__xreload_old_new__' in namespace:
+                    xreload_old_new = namespace['__xreload_old_new__']
+                    xreload_old_new(namespace, name, oldobj, newobj)
+                    self.found_change = True
+
+                # Too much information to the user...
+                # else:
+                #     notify_info0('%s NOT updated. Create __xreload_old_new__(name, old, new) for custom reload' % (name,))
+
+        except:
+            notify_error('Exception found when updating %s. Proceeding for other items.' % (name,))
+            pydev_log.exception()
+
+    # All of the following functions have the same signature as _update()
+
+    def _update_function(self, oldfunc, newfunc):
+        """Update a function object."""
+        oldfunc.__doc__ = newfunc.__doc__
+        oldfunc.__dict__.update(newfunc.__dict__)
+
+        try:
+            newfunc.__code__
+            attr_name = '__code__'
+        except AttributeError:
+            newfunc.func_code
+            attr_name = 'func_code'
+
+        old_code = getattr(oldfunc, attr_name)
+        new_code = getattr(newfunc, attr_name)
+        if not code_objects_equal(old_code, new_code):
+            notify_info0('Updated function code:', oldfunc)
+            setattr(oldfunc, attr_name, new_code)
+            self.found_change = True
+
+        try:
+            oldfunc.__defaults__ = newfunc.__defaults__
+        except AttributeError:
+            oldfunc.func_defaults = newfunc.func_defaults
+
+        return oldfunc
+
+    def _update_method(self, oldmeth, newmeth):
+        """Update a method object."""
+        # XXX What if im_func is not a function?
+        if hasattr(oldmeth, 'im_func') and hasattr(newmeth, 'im_func'):
+            self._update(None, None, oldmeth.im_func, newmeth.im_func)
+        elif hasattr(oldmeth, '__func__') and hasattr(newmeth, '__func__'):
+            self._update(None, None, oldmeth.__func__, newmeth.__func__)
+        return oldmeth
+
+    def _update_class(self, oldclass, newclass):
+        """Update a class object."""
+        olddict = oldclass.__dict__
+        newdict = newclass.__dict__
+
+        oldnames = set(olddict)
+        newnames = set(newdict)
+
+        for name in newnames - oldnames:
+            setattr(oldclass, name, newdict[name])
+            notify_info0('Added:', name, 'to', oldclass)
+            self.found_change = True
+
+        # Note: not removing old things...
+        # for name in oldnames - newnames:
+        #    notify_info('Removed:', name, 'from', oldclass)
+        #    delattr(oldclass, name)
+
+        for name in (oldnames & newnames) - set(['__dict__', '__doc__']):
+            self._update(oldclass, name, olddict[name], newdict[name], is_class_namespace=True)
+
+        old_bases = getattr(oldclass, '__bases__', None)
+        new_bases = getattr(newclass, '__bases__', None)
+        if str(old_bases) != str(new_bases):
+            notify_error('Changing the hierarchy of a class is not supported. %s may be inconsistent.' % (oldclass,))
+
+        self._handle_namespace(oldclass, is_class_namespace=True)
+
+    def _update_classmethod(self, oldcm, newcm):
+        """Update a classmethod update."""
+        # While we can't modify the classmethod object itself (it has no
+        # mutable attributes), we *can* extract the underlying function
+        # (by calling __get__(), which returns a method object) and update
+        # it in-place.  We don't have the class available to pass to
+        # __get__() but any object except None will do.
+        self._update(None, None, oldcm.__get__(0), newcm.__get__(0))
+
+    def _update_staticmethod(self, oldsm, newsm):
+        """Update a staticmethod update."""
+        # While we can't modify the staticmethod object itself (it has no
+        # mutable attributes), we *can* extract the underlying function
+        # (by calling __get__(), which returns it) and update it in-place.
+        # We don't have the class available to pass to __get__() but any
+        # object except None will do.
+        self._update(None, None, oldsm.__get__(0), newsm.__get__(0))
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_resolver.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_resolver.py
new file mode 100644
index 0000000..ac7aa10
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_resolver.py
@@ -0,0 +1,723 @@
+from _pydev_bundle import pydev_log
+from _pydevd_bundle.pydevd_utils import hasattr_checked, DAPGrouper, Timer
+from io import StringIO
+import traceback
+from os.path import basename
+
+from functools import partial
+from _pydevd_bundle.pydevd_constants import IS_PY36_OR_GREATER, \
+    MethodWrapperType, RETURN_VALUES_DICT, DebugInfoHolder, IS_PYPY, GENERATED_LEN_ATTR_NAME
+from _pydevd_bundle.pydevd_safe_repr import SafeRepr
+
+# Note: 300 is already a lot to see in the outline (after that the user should really use the shell to get things)
+# and this also means we'll pass less information to the client side (which makes debugging faster).
+MAX_ITEMS_TO_HANDLE = 300
+
+TOO_LARGE_MSG = 'Too large to show contents. Max items to show: ' + str(MAX_ITEMS_TO_HANDLE)
+TOO_LARGE_ATTR = 'Unable to handle:'
+
+
+#=======================================================================================================================
+# UnableToResolveVariableException
+#=======================================================================================================================
+class UnableToResolveVariableException(Exception):
+    pass
+
+
+try:
+    from collections import OrderedDict
+except:
+    OrderedDict = dict
+
+try:
+    import java.lang  # @UnresolvedImport
+except:
+    pass
+
+#=======================================================================================================================
+# See: pydevd_extension_api module for resolver interface
+#=======================================================================================================================
+
+
+def sorted_attributes_key(attr_name):
+    if attr_name.startswith('__'):
+        if attr_name.endswith('__'):
+            # __ double under before and after __
+            return (3, attr_name)
+        else:
+            # __ double under before
+            return (2, attr_name)
+    elif attr_name.startswith('_'):
+        # _ single under
+        return (1, attr_name)
+    else:
+        # Regular (Before anything)
+        return (0, attr_name)
+
+
+#=======================================================================================================================
+# DefaultResolver
+#=======================================================================================================================
+class DefaultResolver:
+    '''
+        DefaultResolver is the class that'll actually resolve how to show some variable.
+    '''
+
+    def resolve(self, var, attribute):
+        return getattr(var, attribute)
+
+    def get_contents_debug_adapter_protocol(self, obj, fmt=None):
+        if MethodWrapperType:
+            dct, used___dict__ = self._get_py_dictionary(obj)
+        else:
+            dct = self._get_jy_dictionary(obj)[0]
+
+        lst = sorted(dct.items(), key=lambda tup: sorted_attributes_key(tup[0]))
+        if used___dict__:
+            eval_name = '.__dict__[%s]'
+        else:
+            eval_name = '.%s'
+
+        ret = []
+        for attr_name, attr_value in lst:
+            entry = (attr_name, attr_value, eval_name % attr_name)
+            ret.append(entry)
+
+        return ret
+
+    def get_dictionary(self, var, names=None, used___dict__=False):
+        if MethodWrapperType:
+            return self._get_py_dictionary(var, names, used___dict__=used___dict__)[0]
+        else:
+            return self._get_jy_dictionary(var)[0]
+
+    def _get_jy_dictionary(self, obj):
+        ret = {}
+        found = java.util.HashMap()
+
+        original = obj
+        if hasattr_checked(obj, '__class__') and obj.__class__ == java.lang.Class:
+
+            # get info about superclasses
+            classes = []
+            classes.append(obj)
+            c = obj.getSuperclass()
+            while c != None:
+                classes.append(c)
+                c = c.getSuperclass()
+
+            # get info about interfaces
+            interfs = []
+            for obj in classes:
+                interfs.extend(obj.getInterfaces())
+            classes.extend(interfs)
+
+            # now is the time when we actually get info on the declared methods and fields
+            for obj in classes:
+
+                declaredMethods = obj.getDeclaredMethods()
+                declaredFields = obj.getDeclaredFields()
+                for i in range(len(declaredMethods)):
+                    name = declaredMethods[i].getName()
+                    ret[name] = declaredMethods[i].toString()
+                    found.put(name, 1)
+
+                for i in range(len(declaredFields)):
+                    name = declaredFields[i].getName()
+                    found.put(name, 1)
+                    # if declaredFields[i].isAccessible():
+                    declaredFields[i].setAccessible(True)
+                    # ret[name] = declaredFields[i].get( declaredFields[i] )
+                    try:
+                        ret[name] = declaredFields[i].get(original)
+                    except:
+                        ret[name] = declaredFields[i].toString()
+
+        # this simple dir does not always get all the info, that's why we have the part before
+        # (e.g.: if we do a dir on String, some methods that are from other interfaces such as
+        # charAt don't appear)
+        try:
+            d = dir(original)
+            for name in d:
+                if found.get(name) != 1:
+                    ret[name] = getattr(original, name)
+        except:
+            # sometimes we're unable to do a dir
+            pass
+
+        return ret
+
+    def get_names(self, var):
+        used___dict__ = False
+        try:
+            names = dir(var)
+        except Exception:
+            names = []
+        if not names:
+            if hasattr_checked(var, '__dict__'):
+                names = list(var.__dict__)
+                used___dict__ = True
+        return names, used___dict__
+
+    def _get_py_dictionary(self, var, names=None, used___dict__=False):
+        '''
+        :return tuple(names, used___dict__), where used___dict__ means we have to access
+        using obj.__dict__[name] instead of getattr(obj, name)
+        '''
+
+        # On PyPy we never show functions. This is because of a corner case where PyPy becomes
+        # absurdly slow -- it takes almost half a second to introspect a single numpy function (so,
+        # the related test, "test_case_16_resolve_numpy_array", times out... this probably isn't
+        # specific to numpy, but to any library where the CPython bridge is used, but as we
+        # can't be sure in the debugger, we play it safe and don't show it at all).
+        filter_function = IS_PYPY
+
+        if not names:
+            names, used___dict__ = self.get_names(var)
+        d = {}
+
+        # Be aware that the order in which the filters are applied attempts to
+        # optimize the operation by removing as many items as possible in the
+        # first filters, leaving fewer items for later filters
+
+        timer = Timer()
+        cls = type(var)
+        for name in names:
+            try:
+                name_as_str = name
+                if name_as_str.__class__ != str:
+                    name_as_str = '%r' % (name_as_str,)
+
+                if not used___dict__:
+                    attr = getattr(var, name)
+                else:
+                    attr = var.__dict__[name]
+
+                # filter functions?
+                if filter_function:
+                    if inspect.isroutine(attr) or isinstance(attr, MethodWrapperType):
+                        continue
+            except:
+                # if some error occurs getting it, let's put it to the user.
+                strIO = StringIO()
+                traceback.print_exc(file=strIO)
+                attr = strIO.getvalue()
+
+            finally:
+                timer.report_if_getting_attr_slow(cls, name_as_str)
+
+            d[name_as_str] = attr
+
+        return d, used___dict__
+
+
+class DAPGrouperResolver:
+
+    def get_contents_debug_adapter_protocol(self, obj, fmt=None):
+        return obj.get_contents_debug_adapter_protocol()
+
+
+_basic_immutable_types = (int, float, complex, str, bytes, type(None), bool, frozenset)
+
+
+def _does_obj_repr_evaluate_to_obj(obj):
+    '''
+    If obj is an object where evaluating its representation leads to
+    the same object, return True, otherwise, return False.
+    '''
+    try:
+        if isinstance(obj, tuple):
+            for o in obj:
+                if not _does_obj_repr_evaluate_to_obj(o):
+                    return False
+            return True
+        else:
+            return isinstance(obj, _basic_immutable_types)
+    except:
+        return False
+
+
+#=======================================================================================================================
+# DictResolver
+#=======================================================================================================================
+class DictResolver:
+
+    sort_keys = not IS_PY36_OR_GREATER
+
+    def resolve(self, dct, key):
+        if key in (GENERATED_LEN_ATTR_NAME, TOO_LARGE_ATTR):
+            return None
+
+        if '(' not in key:
+            # we have to treat that because the dict resolver is also used to directly resolve the global and local
+            # scopes (which already have the items directly)
+            try:
+                return dct[key]
+            except:
+                return getattr(dct, key)
+
+        # ok, we have to iterate over the items to find the one that matches the id, because that's the only way
+        # to actually find the reference from the string we have before.
+        expected_id = int(key.split('(')[-1][:-1])
+        for key, val in dct.items():
+            if id(key) == expected_id:
+                return val
+
+        raise UnableToResolveVariableException()
+
+    def key_to_str(self, key, fmt=None):
+        if fmt is not None:
+            if fmt.get('hex', False):
+                safe_repr = SafeRepr()
+                safe_repr.convert_to_hex = True
+                return safe_repr(key)
+        return '%r' % (key,)
+
+    def init_dict(self):
+        return {}
+
+    def get_contents_debug_adapter_protocol(self, dct, fmt=None):
+        '''
+        This method is to be used in the case where the variables are all saved by its id (and as
+        such don't need to have the `resolve` method called later on, so, keys don't need to
+        embed the reference in the key).
+
+        Note that the return should be ordered.
+
+        :return list(tuple(name:str, value:object, evaluateName:str))
+        '''
+        ret = []
+
+        i = 0
+
+        found_representations = set()
+
+        for key, val in dct.items():
+            i += 1
+            key_as_str = self.key_to_str(key, fmt)
+
+            if key_as_str not in found_representations:
+                found_representations.add(key_as_str)
+            else:
+                # If the key would be a duplicate, add the key id (otherwise
+                # VSCode won't show all keys correctly).
+                # See: https://github.com/microsoft/debugpy/issues/148
+                key_as_str = '%s (id: %s)' % (key_as_str, id(key))
+                found_representations.add(key_as_str)
+
+            if _does_obj_repr_evaluate_to_obj(key):
+                s = self.key_to_str(key)  # do not format the key
+                eval_key_str = '[%s]' % (s,)
+            else:
+                eval_key_str = None
+            ret.append((key_as_str, val, eval_key_str))
+            if i > MAX_ITEMS_TO_HANDLE:
+                ret.append((TOO_LARGE_ATTR, TOO_LARGE_MSG, None))
+                break
+
+        # in case the class extends built-in type and has some additional fields
+        from_default_resolver = defaultResolver.get_contents_debug_adapter_protocol(dct, fmt)
+
+        if from_default_resolver:
+            ret = from_default_resolver + ret
+
+        if self.sort_keys:
+            ret = sorted(ret, key=lambda tup: sorted_attributes_key(tup[0]))
+
+        ret.append((GENERATED_LEN_ATTR_NAME, len(dct), partial(_apply_evaluate_name, evaluate_name='len(%s)')))
+        return ret
+
+    def get_dictionary(self, dct):
+        ret = self.init_dict()
+
+        i = 0
+        for key, val in dct.items():
+            i += 1
+            # we need to add the id because otherwise we cannot find the real object to get its contents later on.
+            key = '%s (%s)' % (self.key_to_str(key), id(key))
+            ret[key] = val
+            if i > MAX_ITEMS_TO_HANDLE:
+                ret[TOO_LARGE_ATTR] = TOO_LARGE_MSG
+                break
+
+        # in case if the class extends built-in type and has some additional fields
+        additional_fields = defaultResolver.get_dictionary(dct)
+        ret.update(additional_fields)
+        ret[GENERATED_LEN_ATTR_NAME] = len(dct)
+        return ret
+
+
+def _apply_evaluate_name(parent_name, evaluate_name):
+    return evaluate_name % (parent_name,)
+
+
+#=======================================================================================================================
+# TupleResolver
+#=======================================================================================================================
+class TupleResolver:  # to enumerate tuples and lists
+
+    def resolve(self, var, attribute):
+        '''
+            @param var: that's the original attribute
+            @param attribute: that's the key passed in the dict (as a string)
+        '''
+        if attribute in (GENERATED_LEN_ATTR_NAME, TOO_LARGE_ATTR):
+            return None
+        try:
+            return var[int(attribute)]
+        except:
+            return getattr(var, attribute)
+
+    def get_contents_debug_adapter_protocol(self, lst, fmt=None):
+        '''
+        This method is to be used in the case where the variables are all saved by its id (and as
+        such don't need to have the `resolve` method called later on, so, keys don't need to
+        embed the reference in the key).
+
+        Note that the return should be ordered.
+
+        :return list(tuple(name:str, value:object, evaluateName:str))
+        '''
+        l = len(lst)
+        ret = []
+
+        format_str = '%0' + str(int(len(str(l - 1)))) + 'd'
+        if fmt is not None and fmt.get('hex', False):
+            format_str = '0x%0' + str(int(len(hex(l).lstrip('0x')))) + 'x'
+
+        for i, item in enumerate(lst):
+            ret.append((format_str % i, item, '[%s]' % i))
+
+            if i > MAX_ITEMS_TO_HANDLE:
+                ret.append((TOO_LARGE_ATTR, TOO_LARGE_MSG, None))
+                break
+
+        # Needed in case the class extends the built-in type and has some additional fields.
+        from_default_resolver = defaultResolver.get_contents_debug_adapter_protocol(lst, fmt=fmt)
+        if from_default_resolver:
+            ret = from_default_resolver + ret
+
+        ret.append((GENERATED_LEN_ATTR_NAME, len(lst), partial(_apply_evaluate_name, evaluate_name='len(%s)')))
+        return ret
+
+    def get_dictionary(self, var, fmt={}):
+        l = len(var)
+        d = {}
+
+        format_str = '%0' + str(int(len(str(l - 1)))) + 'd'
+        if fmt is not None and fmt.get('hex', False):
+            format_str = '0x%0' + str(int(len(hex(l).lstrip('0x')))) + 'x'
+
+        for i, item in enumerate(var):
+            d[format_str % i] = item
+
+            if i > MAX_ITEMS_TO_HANDLE:
+                d[TOO_LARGE_ATTR] = TOO_LARGE_MSG
+                break
+
+        # in case if the class extends built-in type and has some additional fields
+        additional_fields = defaultResolver.get_dictionary(var)
+        d.update(additional_fields)
+        d[GENERATED_LEN_ATTR_NAME] = len(var)
+        return d
+
+
+#=======================================================================================================================
+# SetResolver
+#=======================================================================================================================
+class SetResolver:
+    '''
+        Resolves a set as dict id(object)->object
+    '''
+
+    def get_contents_debug_adapter_protocol(self, obj, fmt=None):
+        ret = []
+
+        for i, item in enumerate(obj):
+            ret.append((str(id(item)), item, None))
+
+            if i > MAX_ITEMS_TO_HANDLE:
+                ret.append((TOO_LARGE_ATTR, TOO_LARGE_MSG, None))
+                break
+
+        # Needed in case the class extends the built-in type and has some additional fields.
+        from_default_resolver = defaultResolver.get_contents_debug_adapter_protocol(obj, fmt=fmt)
+        if from_default_resolver:
+            ret = from_default_resolver + ret
+        ret.append((GENERATED_LEN_ATTR_NAME, len(obj), partial(_apply_evaluate_name, evaluate_name='len(%s)')))
+        return ret
+
+    def resolve(self, var, attribute):
+        if attribute in (GENERATED_LEN_ATTR_NAME, TOO_LARGE_ATTR):
+            return None
+
+        try:
+            attribute = int(attribute)
+        except:
+            return getattr(var, attribute)
+
+        for v in var:
+            if id(v) == attribute:
+                return v
+
+        raise UnableToResolveVariableException('Unable to resolve %s in %s' % (attribute, var))
+
+    def get_dictionary(self, var):
+        d = {}
+        for i, item in enumerate(var):
+            d[str(id(item))] = item
+
+            if i > MAX_ITEMS_TO_HANDLE:
+                d[TOO_LARGE_ATTR] = TOO_LARGE_MSG
+                break
+
+        # in case if the class extends built-in type and has some additional fields
+        additional_fields = defaultResolver.get_dictionary(var)
+        d.update(additional_fields)
+        d[GENERATED_LEN_ATTR_NAME] = len(var)
+        return d
+
+    def change_var_from_name(self, container, name, new_value):
+        # The name given in this case must be the id(item), so, we can actually
+        # iterate in the set and see which item matches the given id.
+
+        try:
+            # Check that the new value can actually be added to a set (i.e.: it's hashable/comparable).
+            set().add(new_value)
+        except:
+            return None
+
+        for item in container:
+            if str(id(item)) == name:
+                container.remove(item)
+                container.add(new_value)
+                return str(id(new_value))
+
+        return None
+
+
+#=======================================================================================================================
+# InstanceResolver
+#=======================================================================================================================
+class InstanceResolver:
+
+    def resolve(self, var, attribute):
+        field = var.__class__.getDeclaredField(attribute)
+        field.setAccessible(True)
+        return field.get(var)
+
+    def get_dictionary(self, obj):
+        ret = {}
+
+        declaredFields = obj.__class__.getDeclaredFields()
+        for i in range(len(declaredFields)):
+            name = declaredFields[i].getName()
+            try:
+                declaredFields[i].setAccessible(True)
+                ret[name] = declaredFields[i].get(obj)
+            except:
+                pydev_log.exception()
+
+        return ret
+
+
+#=======================================================================================================================
+# JyArrayResolver
+#=======================================================================================================================
+class JyArrayResolver:
+    '''
+        This resolves a regular Object[] array from java
+    '''
+
+    def resolve(self, var, attribute):
+        if attribute == GENERATED_LEN_ATTR_NAME:
+            return None
+        return var[int(attribute)]
+
+    def get_dictionary(self, obj):
+        ret = {}
+
+        for i in range(len(obj)):
+            ret[ i ] = obj[i]
+
+        ret[GENERATED_LEN_ATTR_NAME] = len(obj)
+        return ret
+
+
+#=======================================================================================================================
+# MultiValueDictResolver
+#=======================================================================================================================
+class MultiValueDictResolver(DictResolver):
+
+    def resolve(self, dct, key):
+        if key in (GENERATED_LEN_ATTR_NAME, TOO_LARGE_ATTR):
+            return None
+
+        # ok, we have to iterate over the items to find the one that matches the id, because that's the only way
+        # to actually find the reference from the string we have before.
+        expected_id = int(key.split('(')[-1][:-1])
+        for key in list(dct.keys()):
+            val = dct.getlist(key)
+            if id(key) == expected_id:
+                return val
+
+        raise UnableToResolveVariableException()
+
+
+#=======================================================================================================================
+# DjangoFormResolver
+#=======================================================================================================================
+class DjangoFormResolver(DefaultResolver):
+
+    def get_dictionary(self, var, names=None):
+        # Do not call self.errors because it is a property and has side effects.
+        names, used___dict__ = self.get_names(var)
+
+        has_errors_attr = False
+        if "errors" in names:
+            has_errors_attr = True
+            names.remove("errors")
+
+        d = defaultResolver.get_dictionary(var, names=names, used___dict__=used___dict__)
+        if has_errors_attr:
+            try:
+                errors_attr = getattr(var, "_errors")
+            except:
+                errors_attr = None
+            d["errors"] = errors_attr
+        return d
+
+
+#=======================================================================================================================
+# DequeResolver
+#=======================================================================================================================
+class DequeResolver(TupleResolver):
+
+    def get_dictionary(self, var):
+        d = TupleResolver.get_dictionary(self, var)
+        d['maxlen'] = getattr(var, 'maxlen', None)
+        return d
+
+
+#=======================================================================================================================
+# OrderedDictResolver
+#=======================================================================================================================
+class OrderedDictResolver(DictResolver):
+
+    sort_keys = False
+
+    def init_dict(self):
+        return OrderedDict()
+
+
+#=======================================================================================================================
+# FrameResolver
+#=======================================================================================================================
+class FrameResolver:
+    '''
+    This resolves a frame.
+    '''
+
+    def resolve(self, obj, attribute):
+        if attribute == '__internals__':
+            return defaultResolver.get_dictionary(obj)
+
+        if attribute == 'stack':
+            return self.get_frame_stack(obj)
+
+        if attribute == 'f_locals':
+            return obj.f_locals
+
+        return None
+
+    def get_dictionary(self, obj):
+        ret = {}
+        ret['__internals__'] = defaultResolver.get_dictionary(obj)
+        ret['stack'] = self.get_frame_stack(obj)
+        ret['f_locals'] = obj.f_locals
+        return ret
+
+    def get_frame_stack(self, frame):
+        ret = []
+        if frame is not None:
+            ret.append(self.get_frame_name(frame))
+
+            while frame.f_back:
+                frame = frame.f_back
+                ret.append(self.get_frame_name(frame))
+
+        return ret
+
+    def get_frame_name(self, frame):
+        if frame is None:
+            return 'None'
+        try:
+            name = basename(frame.f_code.co_filename)
+            return 'frame: %s [%s:%s]  id:%s' % (frame.f_code.co_name, name, frame.f_lineno, id(frame))
+        except:
+            return 'frame object'
+
+
+defaultResolver = DefaultResolver()
+dictResolver = DictResolver()
+tupleResolver = TupleResolver()
+instanceResolver = InstanceResolver()
+jyArrayResolver = JyArrayResolver()
+setResolver = SetResolver()
+multiValueDictResolver = MultiValueDictResolver()
+djangoFormResolver = DjangoFormResolver()
+dequeResolver = DequeResolver()
+orderedDictResolver = OrderedDictResolver()
+frameResolver = FrameResolver()
+dapGrouperResolver = DAPGrouperResolver()
+
+
+class InspectStub:
+
+    def isbuiltin(self, _args):
+        return False
+
+    def isroutine(self, object):
+        return False
+
+
+try:
+    import inspect
+except:
+    inspect = InspectStub()
+
+
+def get_var_scope(attr_name, attr_value, evaluate_name, handle_return_values):
+    if attr_name.startswith("'"):
+        if attr_name.endswith("'"):
+            attr_name = attr_name[1:-1]
+        else:
+            i = attr_name.find("__' (")
+            if i >= 0:
+                # Handle attr_name such as: >>'__name__' (1732494379184)<<
+                attr_name = attr_name[1: i + 2]
+
+    if handle_return_values and attr_name == RETURN_VALUES_DICT:
+        return ''
+
+    elif attr_name == GENERATED_LEN_ATTR_NAME:
+        return ''
+
+    if attr_name.startswith('__') and attr_name.endswith('__'):
+        return DAPGrouper.SCOPE_SPECIAL_VARS
+
+    if attr_name.startswith('_') or attr_name.endswith('__'):
+        return DAPGrouper.SCOPE_PROTECTED_VARS
+
+    try:
+        if inspect.isroutine(attr_value) or isinstance(attr_value, MethodWrapperType):
+            return DAPGrouper.SCOPE_FUNCTION_VARS
+
+        elif inspect.isclass(attr_value):
+            return DAPGrouper.SCOPE_CLASS_VARS
+    except:
+        # It's possible that isinstance throws an exception when dealing with user-code.
+        if DebugInfoHolder.DEBUG_TRACE_LEVEL > 0:
+            pydev_log.exception()
+
+    return ''
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_runpy.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_runpy.py
new file mode 100644
index 0000000..09b713f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_runpy.py
@@ -0,0 +1,353 @@
+"""
+Vendored copy of runpy from the standard library.
+
+It's vendored so that we can properly ignore it when used to start user code
+while still making it possible for the user to debug runpy itself.
+
+runpy.py - locating and running Python code using the module namespace
+
+Provides support for locating and running Python scripts using the Python
+module namespace instead of the native filesystem.
+
+This allows Python code to play nicely with non-filesystem based PEP 302
+importers when locating support scripts as well as when importing modules.
+"""
+# Written by Nick Coghlan <ncoghlan at gmail.com>
+#    to implement PEP 338 (Executing Modules as Scripts)
+
+import sys
+import importlib.machinery  # importlib first so we can test #15386 via -m
+import importlib.util
+import io
+import types
+import os
+
+__all__ = [
+    "run_module", "run_path",
+]
+
+
+# Note: fabioz: Don't use pkgutil (when handling caught exceptions we could end up
+# showing exceptions in pkgutil.get_imported (specifically the KeyError), so,
+# create a copy of the function we need to properly ignore this exception when
+# running the program.
+def pkgutil_get_importer(path_item):
+    """Retrieve a finder for the given path item
+
+    The returned finder is cached in sys.path_importer_cache
+    if it was newly created by a path hook.
+
+    The cache (or part of it) can be cleared manually if a
+    rescan of sys.path_hooks is necessary.
+    """
+    try:
+        importer = sys.path_importer_cache[path_item]
+    except KeyError:
+        for path_hook in sys.path_hooks:
+            try:
+                importer = path_hook(path_item)
+                sys.path_importer_cache.setdefault(path_item, importer)
+                break
+            except ImportError:
+                pass
+        else:
+            importer = None
+    return importer
+
+
+class _TempModule(object):
+    """Temporarily replace a module in sys.modules with an empty namespace"""
+
+    def __init__(self, mod_name):
+        self.mod_name = mod_name
+        self.module = types.ModuleType(mod_name)
+        self._saved_module = []
+
+    def __enter__(self):
+        mod_name = self.mod_name
+        try:
+            self._saved_module.append(sys.modules[mod_name])
+        except KeyError:
+            pass
+        sys.modules[mod_name] = self.module
+        return self
+
+    def __exit__(self, *args):
+        if self._saved_module:
+            sys.modules[self.mod_name] = self._saved_module[0]
+        else:
+            del sys.modules[self.mod_name]
+        self._saved_module = []
+
+
+class _ModifiedArgv0(object):
+
+    def __init__(self, value):
+        self.value = value
+        self._saved_value = self._sentinel = object()
+
+    def __enter__(self):
+        if self._saved_value is not self._sentinel:
+            raise RuntimeError("Already preserving saved value")
+        self._saved_value = sys.argv[0]
+        sys.argv[0] = self.value
+
+    def __exit__(self, *args):
+        self.value = self._sentinel
+        sys.argv[0] = self._saved_value
+
+
+# TODO: Replace these helpers with importlib._bootstrap_external functions.
+def _run_code(code, run_globals, init_globals=None,
+              mod_name=None, mod_spec=None,
+              pkg_name=None, script_name=None):
+    """Helper to run code in nominated namespace"""
+    if init_globals is not None:
+        run_globals.update(init_globals)
+    if mod_spec is None:
+        loader = None
+        fname = script_name
+        cached = None
+    else:
+        loader = mod_spec.loader
+        fname = mod_spec.origin
+        cached = mod_spec.cached
+        if pkg_name is None:
+            pkg_name = mod_spec.parent
+    run_globals.update(__name__=mod_name,
+                       __file__=fname,
+                       __cached__=cached,
+                       __doc__=None,
+                       __loader__=loader,
+                       __package__=pkg_name,
+                       __spec__=mod_spec)
+    exec(code, run_globals)
+    return run_globals
+
+
+def _run_module_code(code, init_globals=None,
+                    mod_name=None, mod_spec=None,
+                    pkg_name=None, script_name=None):
+    """Helper to run code in new namespace with sys modified"""
+    fname = script_name if mod_spec is None else mod_spec.origin
+    with _TempModule(mod_name) as temp_module, _ModifiedArgv0(fname):
+        mod_globals = temp_module.module.__dict__
+        _run_code(code, mod_globals, init_globals,
+                  mod_name, mod_spec, pkg_name, script_name)
+    # Copy the globals of the temporary module, as they
+    # may be cleared when the temporary module goes away
+    return mod_globals.copy()
+
+
+# Helper to get the full name, spec and code for a module
+def _get_module_details(mod_name, error=ImportError):
+    if mod_name.startswith("."):
+        raise error("Relative module names not supported")
+    pkg_name, _, _ = mod_name.rpartition(".")
+    if pkg_name:
+        # Try importing the parent to avoid catching initialization errors
+        try:
+            __import__(pkg_name)
+        except ImportError as e:
+            # If the parent or higher ancestor package is missing, let the
+            # error be raised by find_spec() below and then be caught. But do
+            # not allow other errors to be caught.
+            if e.name is None or (e.name != pkg_name and
+                    not pkg_name.startswith(e.name + ".")):
+                raise
+        # Warn if the module has already been imported under its normal name
+        existing = sys.modules.get(mod_name)
+        if existing is not None and not hasattr(existing, "__path__"):
+            from warnings import warn
+            msg = "{mod_name!r} found in sys.modules after import of " \
+                "package {pkg_name!r}, but prior to execution of " \
+                "{mod_name!r}; this may result in unpredictable " \
+                "behaviour".format(mod_name=mod_name, pkg_name=pkg_name)
+            warn(RuntimeWarning(msg))
+
+    try:
+        spec = importlib.util.find_spec(mod_name)
+    except (ImportError, AttributeError, TypeError, ValueError) as ex:
+        # This hack fixes an impedance mismatch between pkgutil and
+        # importlib, where the latter raises other errors for cases where
+        # pkgutil previously raised ImportError
+        msg = "Error while finding module specification for {!r} ({}: {})"
+        if mod_name.endswith(".py"):
+            msg += (f". Try using '{mod_name[:-3]}' instead of "
+                    f"'{mod_name}' as the module name.")
+        raise error(msg.format(mod_name, type(ex).__name__, ex)) from ex
+    if spec is None:
+        raise error("No module named %s" % mod_name)
+    if spec.submodule_search_locations is not None:
+        if mod_name == "__main__" or mod_name.endswith(".__main__"):
+            raise error("Cannot use package as __main__ module")
+        try:
+            pkg_main_name = mod_name + ".__main__"
+            return _get_module_details(pkg_main_name, error)
+        except error as e:
+            if mod_name not in sys.modules:
+                raise  # No module loaded; being a package is irrelevant
+            raise error(("%s; %r is a package and cannot " +
+                               "be directly executed") % (e, mod_name))
+    loader = spec.loader
+    if loader is None:
+        raise error("%r is a namespace package and cannot be executed"
+                                                                 % mod_name)
+    try:
+        code = loader.get_code(mod_name)
+    except ImportError as e:
+        raise error(format(e)) from e
+    if code is None:
+        raise error("No code object available for %s" % mod_name)
+    return mod_name, spec, code
+
+
+class _Error(Exception):
+    """Error that _run_module_as_main() should report without a traceback"""
+
+
+# XXX ncoghlan: Should this be documented and made public?
+# (Current thoughts: don't repeat the mistake that lead to its
+# creation when run_module() no longer met the needs of
+# mainmodule.c, but couldn't be changed because it was public)
+def _run_module_as_main(mod_name, alter_argv=True):
+    """Runs the designated module in the __main__ namespace
+
+       Note that the executed module will have full access to the
+       __main__ namespace. If this is not desirable, the run_module()
+       function should be used to run the module code in a fresh namespace.
+
+       At the very least, these variables in __main__ will be overwritten:
+           __name__
+           __file__
+           __cached__
+           __loader__
+           __package__
+    """
+    try:
+        if alter_argv or mod_name != "__main__":  # i.e. -m switch
+            mod_name, mod_spec, code = _get_module_details(mod_name, _Error)
+        else:  # i.e. directory or zipfile execution
+            mod_name, mod_spec, code = _get_main_module_details(_Error)
+    except _Error as exc:
+        msg = "%s: %s" % (sys.executable, exc)
+        sys.exit(msg)
+    main_globals = sys.modules["__main__"].__dict__
+    if alter_argv:
+        sys.argv[0] = mod_spec.origin
+    return _run_code(code, main_globals, None,
+                     "__main__", mod_spec)
+
+
+def run_module(mod_name, init_globals=None,
+               run_name=None, alter_sys=False):
+    """Execute a module's code without importing it
+
+       Returns the resulting top level namespace dictionary
+    """
+    mod_name, mod_spec, code = _get_module_details(mod_name)
+    if run_name is None:
+        run_name = mod_name
+    if alter_sys:
+        return _run_module_code(code, init_globals, run_name, mod_spec)
+    else:
+        # Leave the sys module alone
+        return _run_code(code, {}, init_globals, run_name, mod_spec)
+
+
+def _get_main_module_details(error=ImportError):
+    # Helper that gives a nicer error message when attempting to
+    # execute a zipfile or directory by invoking __main__.py
+    # Also moves the standard __main__ out of the way so that the
+    # preexisting __loader__ entry doesn't cause issues
+    main_name = "__main__"
+    saved_main = sys.modules[main_name]
+    del sys.modules[main_name]
+    try:
+        return _get_module_details(main_name)
+    except ImportError as exc:
+        if main_name in str(exc):
+            raise error("can't find %r module in %r" %
+                              (main_name, sys.path[0])) from exc
+        raise
+    finally:
+        sys.modules[main_name] = saved_main
+
+
+try:
+    io_open_code = io.open_code
+except AttributeError:
+    # Compatibility with Python 3.6/3.7
+    import tokenize
+    io_open_code = tokenize.open
+
+
+def _get_code_from_file(run_name, fname):
+    # Check for a compiled file first
+    from pkgutil import read_code
+    decoded_path = os.path.abspath(os.fsdecode(fname))
+    with io_open_code(decoded_path) as f:
+        code = read_code(f)
+    if code is None:
+        # That didn't work, so try it as normal source code
+        with io_open_code(decoded_path) as f:
+            code = compile(f.read(), fname, 'exec')
+    return code, fname
+
+
+def run_path(path_name, init_globals=None, run_name=None):
+    """Execute code located at the specified filesystem location
+
+       Returns the resulting top level namespace dictionary
+
+       The file path may refer directly to a Python script (i.e.
+       one that could be directly executed with execfile) or else
+       it may refer to a zipfile or directory containing a top
+       level __main__.py script.
+    """
+    if run_name is None:
+        run_name = "<run_path>"
+    pkg_name = run_name.rpartition(".")[0]
+    importer = pkgutil_get_importer(path_name)
+    # Trying to avoid importing imp so as to not consume the deprecation warning.
+    is_NullImporter = False
+    if type(importer).__module__ == 'imp':
+        if type(importer).__name__ == 'NullImporter':
+            is_NullImporter = True
+    if isinstance(importer, type(None)) or is_NullImporter:
+        # Not a valid sys.path entry, so run the code directly
+        # execfile() doesn't help as we want to allow compiled files
+        code, fname = _get_code_from_file(run_name, path_name)
+        return _run_module_code(code, init_globals, run_name,
+                                pkg_name=pkg_name, script_name=fname)
+    else:
+        # Finder is defined for path, so add it to
+        # the start of sys.path
+        sys.path.insert(0, path_name)
+        try:
+            # Here's where things are a little different from the run_module
+            # case. There, we only had to replace the module in sys while the
+            # code was running and doing so was somewhat optional. Here, we
+            # have no choice and we have to remove it even while we read the
+            # code. If we don't do this, a __loader__ attribute in the
+            # existing __main__ module may prevent location of the new module.
+            mod_name, mod_spec, code = _get_main_module_details()
+            with _TempModule(run_name) as temp_module, \
+                 _ModifiedArgv0(path_name):
+                mod_globals = temp_module.module.__dict__
+                return _run_code(code, mod_globals, init_globals,
+                                    run_name, mod_spec, pkg_name).copy()
+        finally:
+            try:
+                sys.path.remove(path_name)
+            except ValueError:
+                pass
+
+
+if __name__ == "__main__":
+    # Run the module specified as the next command line argument
+    if len(sys.argv) < 2:
+        print("No module specified for execution", file=sys.stderr)
+    else:
+        del sys.argv[0]  # Make the requested module sys.argv[0]
+        _run_module_as_main(sys.argv[0])
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_safe_repr.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_safe_repr.py
new file mode 100644
index 0000000..f1b64b7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_safe_repr.py
@@ -0,0 +1,399 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+# Gotten from ptvsd for supporting the format expected there.
+import sys
+from _pydevd_bundle.pydevd_constants import IS_PY36_OR_GREATER
+import locale
+from _pydev_bundle import pydev_log
+
+
+class SafeRepr(object):
+    # Can be used to override the encoding from locale.getpreferredencoding()
+    locale_preferred_encoding = None
+
+    # Can be used to override the encoding used for sys.stdout.encoding
+    sys_stdout_encoding = None
+
+    # String types are truncated to maxstring_outer when at the outer-
+    # most level, and truncated to maxstring_inner characters inside
+    # collections.
+    maxstring_outer = 2 ** 16
+    maxstring_inner = 30
+    string_types = (str, bytes)
+    bytes = bytes
+    set_info = (set, '{', '}', False)
+    frozenset_info = (frozenset, 'frozenset({', '})', False)
+    int_types = (int,)
+    long_iter_types = (list, tuple, bytearray, range,
+                       dict, set, frozenset)
+
+    # Collection types are recursively iterated for each limit in
+    # maxcollection.
+    maxcollection = (15, 10)
+
+    # Specifies type, prefix string, suffix string, and whether to include a
+    # comma if there is only one element. (Using a sequence rather than a
+    # mapping because we use isinstance() to determine the matching type.)
+    collection_types = [
+        (tuple, '(', ')', True),
+        (list, '[', ']', False),
+        frozenset_info,
+        set_info,
+    ]
+    try:
+        from collections import deque
+        collection_types.append((deque, 'deque([', '])', False))
+    except Exception:
+        pass
+
+    # type, prefix string, suffix string, item prefix string,
+    # item key/value separator, item suffix string
+    dict_types = [(dict, '{', '}', '', ': ', '')]
+    try:
+        from collections import OrderedDict
+        dict_types.append((OrderedDict, 'OrderedDict([', '])', '(', ', ', ')'))
+    except Exception:
+        pass
+
+    # All other types are treated identically to strings, but using
+    # different limits.
+    maxother_outer = 2 ** 16
+    maxother_inner = 30
+
+    convert_to_hex = False
+    raw_value = False
+
+    def __call__(self, obj):
+        '''
+        :param object obj:
+            The object for which we want a representation.
+
+        :return str:
+            Returns bytes encoded as utf-8 on py2 and str on py3.
+        '''
+        try:
+            return ''.join(self._repr(obj, 0))
+        except Exception:
+            try:
+                return 'An exception was raised: %r' % sys.exc_info()[1]
+            except Exception:
+                return 'An exception was raised'
+
+    def _repr(self, obj, level):
+        '''Returns an iterable of the parts in the final repr string.'''
+
+        try:
+            obj_repr = type(obj).__repr__
+        except Exception:
+            obj_repr = None
+
+        def has_obj_repr(t):
+            r = t.__repr__
+            try:
+                return obj_repr == r
+            except Exception:
+                return obj_repr is r
+
+        for t, prefix, suffix, comma in self.collection_types:
+            if isinstance(obj, t) and has_obj_repr(t):
+                return self._repr_iter(obj, level, prefix, suffix, comma)
+
+        for t, prefix, suffix, item_prefix, item_sep, item_suffix in self.dict_types:  # noqa
+            if isinstance(obj, t) and has_obj_repr(t):
+                return self._repr_dict(obj, level, prefix, suffix,
+                                       item_prefix, item_sep, item_suffix)
+
+        for t in self.string_types:
+            if isinstance(obj, t) and has_obj_repr(t):
+                return self._repr_str(obj, level)
+
+        if self._is_long_iter(obj):
+            return self._repr_long_iter(obj)
+
+        return self._repr_other(obj, level)
+
+    # Determines whether an iterable exceeds the limits set in
+    # maxlimits, and is therefore unsafe to repr().
+    def _is_long_iter(self, obj, level=0):
+        try:
+            # Strings have their own limits (and do not nest). Because
+            # they don't have __iter__ in 2.x, this check goes before
+            # the next one.
+            if isinstance(obj, self.string_types):
+                return len(obj) > self.maxstring_inner
+
+            # If it's not an iterable (and not a string), it's fine.
+            if not hasattr(obj, '__iter__'):
+                return False
+
+            # If it's not an instance of these collection types then it
+            # is fine. Note: this is a fix for
+            # https://github.com/Microsoft/ptvsd/issues/406
+            if not isinstance(obj, self.long_iter_types):
+                return False
+
+            # Iterable is its own iterator - this is a one-off iterable
+            # like generator or enumerate(). We can't really count that,
+            # but repr() for these should not include any elements anyway,
+            # so we can treat it the same as non-iterables.
+            if obj is iter(obj):
+                return False
+
+            # range reprs fine regardless of length.
+            if isinstance(obj, range):
+                return False
+
+            # numpy and scipy collections (ndarray etc) have
+            # self-truncating repr, so they're always safe.
+            try:
+                module = type(obj).__module__.partition('.')[0]
+                if module in ('numpy', 'scipy'):
+                    return False
+            except Exception:
+                pass
+
+            # Iterables that nest too deep are considered long.
+            if level >= len(self.maxcollection):
+                return True
+
+            # It is too long if the length exceeds the limit, or any
+            # of its elements are long iterables.
+            if hasattr(obj, '__len__'):
+                try:
+                    size = len(obj)
+                except Exception:
+                    size = None
+                if size is not None and size > self.maxcollection[level]:
+                    return True
+                return any((self._is_long_iter(item, level + 1) for item in obj))  # noqa
+            return any(i > self.maxcollection[level] or self._is_long_iter(item, level + 1) for i, item in enumerate(obj))  # noqa
+
+        except Exception:
+            # If anything breaks, assume the worst case.
+            return True
+
+    def _repr_iter(self, obj, level, prefix, suffix,
+                   comma_after_single_element=False):
+        yield prefix
+
+        if level >= len(self.maxcollection):
+            yield '...'
+        else:
+            count = self.maxcollection[level]
+            yield_comma = False
+            for item in obj:
+                if yield_comma:
+                    yield ', '
+                yield_comma = True
+
+                count -= 1
+                if count <= 0:
+                    yield '...'
+                    break
+
+                for p in self._repr(item, 100 if item is obj else level + 1):
+                    yield p
+            else:
+                if comma_after_single_element:
+                    if count == self.maxcollection[level] - 1:
+                        yield ','
+        yield suffix
+
+    def _repr_long_iter(self, obj):
+        try:
+            length = hex(len(obj)) if self.convert_to_hex else len(obj)
+            obj_repr = '<%s, len() = %s>' % (type(obj).__name__, length)
+        except Exception:
+            try:
+                obj_repr = '<' + type(obj).__name__ + '>'
+            except Exception:
+                obj_repr = '<no repr available for object>'
+        yield obj_repr
+
+    def _repr_dict(self, obj, level, prefix, suffix,
+                   item_prefix, item_sep, item_suffix):
+        if not obj:
+            yield prefix + suffix
+            return
+        if level >= len(self.maxcollection):
+            yield prefix + '...' + suffix
+            return
+
+        yield prefix
+
+        count = self.maxcollection[level]
+        yield_comma = False
+
+        if IS_PY36_OR_GREATER:
+            # On Python 3.6 (onwards) dictionaries now keep
+            # insertion order.
+            sorted_keys = list(obj)
+        else:
+            try:
+                sorted_keys = sorted(obj)
+            except Exception:
+                sorted_keys = list(obj)
+
+        for key in sorted_keys:
+            if yield_comma:
+                yield ', '
+            yield_comma = True
+
+            count -= 1
+            if count <= 0:
+                yield '...'
+                break
+
+            yield item_prefix
+            for p in self._repr(key, level + 1):
+                yield p
+
+            yield item_sep
+
+            try:
+                item = obj[key]
+            except Exception:
+                yield '<?>'
+            else:
+                for p in self._repr(item, 100 if item is obj else level + 1):
+                    yield p
+            yield item_suffix
+
+        yield suffix
+
+    def _repr_str(self, obj, level):
+        try:
+            if self.raw_value:
+                # For raw value retrieval, ignore all limits.
+                if isinstance(obj, bytes):
+                    yield obj.decode('latin-1')
+                else:
+                    yield obj
+                return
+
+            limit_inner = self.maxother_inner
+            limit_outer = self.maxother_outer
+            limit = limit_inner if level > 0 else limit_outer
+            if len(obj) <= limit:
+                # Note that we check the limit before doing the repr (so, the final string
+                # may actually be considerably bigger on some cases, as besides
+                # the additional u, b, ' chars, some chars may be escaped in repr, so
+                # even a single char such as \U0010ffff may end up adding more
+                # chars than expected).
+                yield self._convert_to_unicode_or_bytes_repr(repr(obj))
+                return
+
+            # Slightly imprecise calculations - we may end up with a string that is
+            # up to 6 characters longer than limit. If you need precise formatting,
+            # you are using the wrong class.
+            left_count, right_count = max(1, int(2 * limit / 3)), max(1, int(limit / 3))  # noqa
+
+            # Important: only do repr after slicing to avoid duplicating a byte array that could be
+            # huge.
+
+            # Note: we don't deal with high surrogates here because we're not dealing with the
+            # repr() of a random object.
+            # i.e.: A high surrogate unicode char may be splitted on Py2, but as we do a `repr`
+            # afterwards, that's ok.
+
+            # Also, we just show the unicode/string/bytes repr() directly to make clear what the
+            # input type was (so, on py2 a unicode would start with u' and on py3 a bytes would
+            # start with b').
+
+            part1 = obj[:left_count]
+            part1 = repr(part1)
+            part1 = part1[:part1.rindex("'")]  # Remove the last '
+
+            part2 = obj[-right_count:]
+            part2 = repr(part2)
+            part2 = part2[part2.index("'") + 1:]  # Remove the first ' (and possibly u or b).
+
+            yield part1
+            yield '...'
+            yield part2
+        except:
+            # This shouldn't really happen, but let's play it safe.
+            pydev_log.exception('Error getting string representation to show.')
+            for part in self._repr_obj(obj, level,
+                                  self.maxother_inner, self.maxother_outer):
+                yield part
+
+    def _repr_other(self, obj, level):
+        return self._repr_obj(obj, level,
+                              self.maxother_inner, self.maxother_outer)
+
+    def _repr_obj(self, obj, level, limit_inner, limit_outer):
+        try:
+            if self.raw_value:
+                # For raw value retrieval, ignore all limits.
+                if isinstance(obj, bytes):
+                    yield obj.decode('latin-1')
+                    return
+
+                try:
+                    mv = memoryview(obj)
+                except Exception:
+                    yield self._convert_to_unicode_or_bytes_repr(repr(obj))
+                    return
+                else:
+                    # Map bytes to Unicode codepoints with same values.
+                    yield mv.tobytes().decode('latin-1')
+                    return
+            elif self.convert_to_hex and isinstance(obj, self.int_types):
+                obj_repr = hex(obj)
+            else:
+                obj_repr = repr(obj)
+        except Exception:
+            try:
+                obj_repr = object.__repr__(obj)
+            except Exception:
+                try:
+                    obj_repr = '<no repr available for ' + type(obj).__name__ + '>'  # noqa
+                except Exception:
+                    obj_repr = '<no repr available for object>'
+
+        limit = limit_inner if level > 0 else limit_outer
+
+        if limit >= len(obj_repr):
+            yield self._convert_to_unicode_or_bytes_repr(obj_repr)
+            return
+
+        # Slightly imprecise calculations - we may end up with a string that is
+        # up to 3 characters longer than limit. If you need precise formatting,
+        # you are using the wrong class.
+        left_count, right_count = max(1, int(2 * limit / 3)), max(1, int(limit / 3))  # noqa
+
+        yield obj_repr[:left_count]
+        yield '...'
+        yield obj_repr[-right_count:]
+
+    def _convert_to_unicode_or_bytes_repr(self, obj_repr):
+        return obj_repr
+
+    def _bytes_as_unicode_if_possible(self, obj_repr):
+        # We try to decode with 3 possible encoding (sys.stdout.encoding,
+        # locale.getpreferredencoding() and 'utf-8). If no encoding can decode
+        # the input, we return the original bytes.
+        try_encodings = []
+        encoding = self.sys_stdout_encoding or getattr(sys.stdout, 'encoding', '')
+        if encoding:
+            try_encodings.append(encoding.lower())
+
+        preferred_encoding = self.locale_preferred_encoding or locale.getpreferredencoding()
+        if preferred_encoding:
+            preferred_encoding = preferred_encoding.lower()
+            if preferred_encoding not in try_encodings:
+                try_encodings.append(preferred_encoding)
+
+        if 'utf-8' not in try_encodings:
+            try_encodings.append('utf-8')
+
+        for encoding in try_encodings:
+            try:
+                return obj_repr.decode(encoding)
+            except UnicodeDecodeError:
+                pass
+
+        return obj_repr  # Return the original version (in bytes)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_save_locals.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_save_locals.py
new file mode 100644
index 0000000..fa1a125
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_save_locals.py
@@ -0,0 +1,96 @@
+"""
+Utility for saving locals.
+"""
+import sys
+
+try:
+    import types
+
+    frame_type = types.FrameType
+except:
+    frame_type = type(sys._getframe())
+
+
+def is_save_locals_available():
+    return save_locals_impl is not None
+
+
+def save_locals(frame):
+    """
+    Copy values from locals_dict into the fast stack slots in the given frame.
+
+    Note: the 'save_locals' branch had a different approach wrapping the frame (much more code, but it gives ideas
+    on how to save things partially, not the 'whole' locals).
+    """
+    if not isinstance(frame, frame_type):
+        # Fix exception when changing Django variable (receiving DjangoTemplateFrame)
+        return
+
+    if save_locals_impl is not None:
+        try:
+            save_locals_impl(frame)
+        except:
+            pass
+
+
+def make_save_locals_impl():
+    """
+    Factory for the 'save_locals_impl' method. This may seem like a complicated pattern but it is essential that the method is created at
+    module load time. Inner imports after module load time would cause an occasional debugger deadlock due to the importer lock and debugger
+    lock being taken in different order in  different threads.
+    """
+    try:
+        if '__pypy__' in sys.builtin_module_names:
+            import __pypy__  # @UnresolvedImport
+            save_locals = __pypy__.locals_to_fast
+    except:
+        pass
+    else:
+        if '__pypy__' in sys.builtin_module_names:
+
+            def save_locals_pypy_impl(frame):
+                save_locals(frame)
+
+            return save_locals_pypy_impl
+
+    try:
+        import ctypes
+        locals_to_fast = ctypes.pythonapi.PyFrame_LocalsToFast
+    except:
+        pass
+    else:
+
+        def save_locals_ctypes_impl(frame):
+            locals_to_fast(ctypes.py_object(frame), ctypes.c_int(0))
+
+        return save_locals_ctypes_impl
+
+    return None
+
+
+save_locals_impl = make_save_locals_impl()
+
+
+def update_globals_and_locals(updated_globals, initial_globals, frame):
+    # We don't have the locals and passed all in globals, so, we have to
+    # manually choose how to update the variables.
+    #
+    # Note that the current implementation is a bit tricky: it does work in general
+    # but if we do something as 'some_var = 10' and 'some_var' is already defined to have
+    # the value '10' in the globals, we won't actually put that value in the locals
+    # (which means that the frame locals won't be updated).
+    # Still, the approach to have a single namespace was chosen because it was the only
+    # one that enabled creating and using variables during the same evaluation.
+    assert updated_globals is not None
+    f_locals = None
+    for key, val in updated_globals.items():
+        if initial_globals.get(key) is not val:
+            if f_locals is None:
+                # Note: we call f_locals only once because each time
+                # we call it the values may be reset.
+                f_locals = frame.f_locals
+
+            f_locals[key] = val
+
+    if f_locals is not None:
+        save_locals(frame)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_signature.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_signature.py
new file mode 100644
index 0000000..3877e62
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_signature.py
@@ -0,0 +1,201 @@
+from _pydev_bundle import pydev_log
+
+try:
+    import trace
+except ImportError:
+    pass
+else:
+    trace._warn = lambda *args: None  # workaround for http://bugs.python.org/issue17143 (PY-8706)
+
+import os
+from _pydevd_bundle.pydevd_comm import CMD_SIGNATURE_CALL_TRACE, NetCommand
+from _pydevd_bundle import pydevd_xml
+from _pydevd_bundle.pydevd_utils import get_clsname_for_code
+
+
+class Signature(object):
+
+    def __init__(self, file, name):
+        self.file = file
+        self.name = name
+        self.args = []
+        self.args_str = []
+        self.return_type = None
+
+    def add_arg(self, name, type):
+        self.args.append((name, type))
+        self.args_str.append("%s:%s" % (name, type))
+
+    def set_args(self, frame, recursive=False):
+        self.args = []
+
+        code = frame.f_code
+        locals = frame.f_locals
+
+        for i in range(0, code.co_argcount):
+            name = code.co_varnames[i]
+            class_name = get_type_of_value(locals[name], recursive=recursive)
+
+            self.add_arg(name, class_name)
+
+    def __str__(self):
+        return "%s %s(%s)" % (self.file, self.name, ", ".join(self.args_str))
+
+
+def get_type_of_value(value, ignore_module_name=('__main__', '__builtin__', 'builtins'), recursive=False):
+    tp = type(value)
+    class_name = tp.__name__
+    if class_name == 'instance':  # old-style classes
+        tp = value.__class__
+        class_name = tp.__name__
+
+    if hasattr(tp, '__module__') and tp.__module__ and tp.__module__ not in ignore_module_name:
+        class_name = "%s.%s" % (tp.__module__, class_name)
+
+    if class_name == 'list':
+        class_name = 'List'
+        if len(value) > 0 and recursive:
+            class_name += '[%s]' % get_type_of_value(value[0], recursive=recursive)
+        return class_name
+
+    if class_name == 'dict':
+        class_name = 'Dict'
+        if len(value) > 0 and recursive:
+            for (k, v) in value.items():
+                class_name += '[%s, %s]' % (get_type_of_value(k, recursive=recursive),
+                                            get_type_of_value(v, recursive=recursive))
+                break
+        return class_name
+
+    if class_name == 'tuple':
+        class_name = 'Tuple'
+        if len(value) > 0 and recursive:
+            class_name += '['
+            class_name += ', '.join(get_type_of_value(v, recursive=recursive) for v in value)
+            class_name += ']'
+
+    return class_name
+
+
+def _modname(path):
+    """Return a plausible module name for the path"""
+    base = os.path.basename(path)
+    filename, ext = os.path.splitext(base)
+    return filename
+
+
+class SignatureFactory(object):
+
+    def __init__(self):
+        self._caller_cache = {}
+        self.cache = CallSignatureCache()
+
+    def create_signature(self, frame, filename, with_args=True):
+        try:
+            _, modulename, funcname = self.file_module_function_of(frame)
+            signature = Signature(filename, funcname)
+            if with_args:
+                signature.set_args(frame, recursive=True)
+            return signature
+        except:
+            pydev_log.exception()
+
+    def file_module_function_of(self, frame):  # this code is take from trace module and fixed to work with new-style classes
+        code = frame.f_code
+        filename = code.co_filename
+        if filename:
+            modulename = _modname(filename)
+        else:
+            modulename = None
+
+        funcname = code.co_name
+        clsname = None
+        if code in self._caller_cache:
+            if self._caller_cache[code] is not None:
+                clsname = self._caller_cache[code]
+        else:
+            self._caller_cache[code] = None
+            clsname = get_clsname_for_code(code, frame)
+            if clsname is not None:
+                # cache the result - assumption is that new.* is
+                # not called later to disturb this relationship
+                # _caller_cache could be flushed if functions in
+                # the new module get called.
+                self._caller_cache[code] = clsname
+
+        if clsname is not None:
+            funcname = "%s.%s" % (clsname, funcname)
+
+        return filename, modulename, funcname
+
+
+def get_signature_info(signature):
+    return signature.file, signature.name, ' '.join([arg[1] for arg in signature.args])
+
+
+def get_frame_info(frame):
+    co = frame.f_code
+    return co.co_name, frame.f_lineno, co.co_filename
+
+
+class CallSignatureCache(object):
+
+    def __init__(self):
+        self.cache = {}
+
+    def add(self, signature):
+        filename, name, args_type = get_signature_info(signature)
+        calls_from_file = self.cache.setdefault(filename, {})
+        name_calls = calls_from_file.setdefault(name, {})
+        name_calls[args_type] = None
+
+    def is_in_cache(self, signature):
+        filename, name, args_type = get_signature_info(signature)
+        if args_type in self.cache.get(filename, {}).get(name, {}):
+            return True
+        return False
+
+
+def create_signature_message(signature):
+    cmdTextList = ["<xml>"]
+
+    cmdTextList.append('<call_signature file="%s" name="%s">' % (pydevd_xml.make_valid_xml_value(signature.file), pydevd_xml.make_valid_xml_value(signature.name)))
+
+    for arg in signature.args:
+        cmdTextList.append('<arg name="%s" type="%s"></arg>' % (pydevd_xml.make_valid_xml_value(arg[0]), pydevd_xml.make_valid_xml_value(arg[1])))
+
+    if signature.return_type is not None:
+        cmdTextList.append('<return type="%s"></return>' % (pydevd_xml.make_valid_xml_value(signature.return_type)))
+
+    cmdTextList.append("</call_signature></xml>")
+    cmdText = ''.join(cmdTextList)
+    return NetCommand(CMD_SIGNATURE_CALL_TRACE, 0, cmdText)
+
+
+def send_signature_call_trace(dbg, frame, filename):
+    if dbg.signature_factory and dbg.in_project_scope(frame):
+        signature = dbg.signature_factory.create_signature(frame, filename)
+        if signature is not None:
+            if dbg.signature_factory.cache is not None:
+                if not dbg.signature_factory.cache.is_in_cache(signature):
+                    dbg.signature_factory.cache.add(signature)
+                    dbg.writer.add_command(create_signature_message(signature))
+                    return True
+                else:
+                    # we don't send signature if it is cached
+                    return False
+            else:
+                dbg.writer.add_command(create_signature_message(signature))
+                return True
+    return False
+
+
+def send_signature_return_trace(dbg, frame, filename, return_value):
+    if dbg.signature_factory and dbg.in_project_scope(frame):
+        signature = dbg.signature_factory.create_signature(frame, filename, with_args=False)
+        signature.return_type = get_type_of_value(return_value, recursive=True)
+        dbg.writer.add_command(create_signature_message(signature))
+        return True
+
+    return False
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_source_mapping.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_source_mapping.py
new file mode 100644
index 0000000..5455307
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_source_mapping.py
@@ -0,0 +1,153 @@
+import bisect
+from _pydevd_bundle.pydevd_constants import NULL, KeyifyList
+import pydevd_file_utils
+
+
+class SourceMappingEntry(object):
+
+    __slots__ = ['source_filename', 'line', 'end_line', 'runtime_line', 'runtime_source']
+
+    def __init__(self, line, end_line, runtime_line, runtime_source):
+        assert isinstance(runtime_source, str)
+
+        self.line = int(line)
+        self.end_line = int(end_line)
+        self.runtime_line = int(runtime_line)
+        self.runtime_source = runtime_source  # Something as <ipython-cell-xxx>
+
+        # Should be set after translated to server (absolute_source_filename).
+        # This is what's sent to the client afterwards (so, its case should not be normalized).
+        self.source_filename = None
+
+    def contains_line(self, i):
+        return self.line <= i <= self.end_line
+
+    def contains_runtime_line(self, i):
+        line_count = self.end_line + self.line
+        runtime_end_line = self.runtime_line + line_count
+        return self.runtime_line <= i <= runtime_end_line
+
+    def __str__(self):
+        return 'SourceMappingEntry(%s)' % (
+            ', '.join('%s=%r' % (attr, getattr(self, attr)) for attr in self.__slots__))
+
+    __repr__ = __str__
+
+
+class SourceMapping(object):
+
+    def __init__(self, on_source_mapping_changed=NULL):
+        self._mappings_to_server = {}  # dict(normalized(file.py) to [SourceMappingEntry])
+        self._mappings_to_client = {}  # dict(<cell> to File.py)
+        self._cache = {}
+        self._on_source_mapping_changed = on_source_mapping_changed
+
+    def set_source_mapping(self, absolute_filename, mapping):
+        '''
+        :param str absolute_filename:
+            The filename for the source mapping (bytes on py2 and str on py3).
+
+        :param list(SourceMappingEntry) mapping:
+            A list with the source mapping entries to be applied to the given filename.
+
+        :return str:
+            An error message if it was not possible to set the mapping or an empty string if
+            everything is ok.
+        '''
+        # Let's first validate if it's ok to apply that mapping.
+        # File mappings must be 1:N, not M:N (i.e.: if there's a mapping from file1.py to <cell1>,
+        # there can be no other mapping from any other file to <cell1>).
+        # This is a limitation to make it easier to remove existing breakpoints when new breakpoints are
+        # set to a file (so, any file matching that breakpoint can be removed instead of needing to check
+        # which lines are corresponding to that file).
+        for map_entry in mapping:
+            existing_source_filename = self._mappings_to_client.get(map_entry.runtime_source)
+            if existing_source_filename and existing_source_filename != absolute_filename:
+                return 'Cannot apply mapping from %s to %s (it conflicts with mapping: %s to %s)' % (
+                    absolute_filename, map_entry.runtime_source, existing_source_filename, map_entry.runtime_source)
+
+        try:
+            absolute_normalized_filename = pydevd_file_utils.normcase(absolute_filename)
+            current_mapping = self._mappings_to_server.get(absolute_normalized_filename, [])
+            for map_entry in current_mapping:
+                del self._mappings_to_client[map_entry.runtime_source]
+
+            self._mappings_to_server[absolute_normalized_filename] = sorted(mapping, key=lambda entry:entry.line)
+
+            for map_entry in mapping:
+                self._mappings_to_client[map_entry.runtime_source] = absolute_filename
+        finally:
+            self._cache.clear()
+            self._on_source_mapping_changed()
+        return ''
+
+    def map_to_client(self, runtime_source_filename, lineno):
+        key = (lineno, 'client', runtime_source_filename)
+        try:
+            return self._cache[key]
+        except KeyError:
+            for _, mapping in list(self._mappings_to_server.items()):
+                for map_entry in mapping:
+                    if map_entry.runtime_source == runtime_source_filename:  # <cell1>
+                        if map_entry.contains_runtime_line(lineno):  # matches line range
+                            self._cache[key] = (map_entry.source_filename, map_entry.line + (lineno - map_entry.runtime_line), True)
+                            return self._cache[key]
+
+            self._cache[key] = (runtime_source_filename, lineno, False)  # Mark that no translation happened in the cache.
+            return self._cache[key]
+
+    def has_mapping_entry(self, runtime_source_filename):
+        '''
+        :param runtime_source_filename:
+            Something as <ipython-cell-xxx>
+        '''
+        # Note that we're not interested in the line here, just on knowing if a given filename
+        # (from the server) has a mapping for it.
+        key = ('has_entry', runtime_source_filename)
+        try:
+            return self._cache[key]
+        except KeyError:
+            for _absolute_normalized_filename, mapping in list(self._mappings_to_server.items()):
+                for map_entry in mapping:
+                    if map_entry.runtime_source == runtime_source_filename:
+                        self._cache[key] = True
+                        return self._cache[key]
+
+            self._cache[key] = False
+            return self._cache[key]
+
+    def map_to_server(self, absolute_filename, lineno):
+        '''
+        Convert something as 'file1.py' at line 10 to '<ipython-cell-xxx>' at line 2.
+
+        Note that the name should be already normalized at this point.
+        '''
+        absolute_normalized_filename = pydevd_file_utils.normcase(absolute_filename)
+
+        changed = False
+        mappings = self._mappings_to_server.get(absolute_normalized_filename)
+        if mappings:
+
+            i = bisect.bisect(KeyifyList(mappings, lambda entry:entry.line), lineno)
+            if i >= len(mappings):
+                i -= 1
+
+            if i == 0:
+                entry = mappings[i]
+
+            else:
+                entry = mappings[i - 1]
+
+            if not entry.contains_line(lineno):
+                entry = mappings[i]
+                if not entry.contains_line(lineno):
+                    entry = None
+
+            if entry is not None:
+                lineno = entry.runtime_line + (lineno - entry.line)
+
+                absolute_filename = entry.runtime_source
+                changed = True
+
+        return absolute_filename, lineno, changed
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_stackless.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_stackless.py
new file mode 100644
index 0000000..44bb768
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_stackless.py
@@ -0,0 +1,416 @@
+from __future__ import nested_scopes
+
+import weakref
+import sys
+
+from _pydevd_bundle.pydevd_comm import get_global_debugger
+from _pydevd_bundle.pydevd_constants import call_only_once
+from _pydev_bundle._pydev_saved_modules import threading
+from _pydevd_bundle.pydevd_custom_frames import update_custom_frame, remove_custom_frame, add_custom_frame
+import stackless  # @UnresolvedImport
+from _pydev_bundle import pydev_log
+
+
+# Used so that we don't loose the id (because we'll remove when it's not alive and would generate a new id for the
+# same tasklet).
+class TaskletToLastId:
+    '''
+    So, why not a WeakKeyDictionary?
+    The problem is that removals from the WeakKeyDictionary will create a new tasklet (as it adds a callback to
+    remove the key when it's garbage-collected), so, we can get into a recursion.
+    '''
+
+    def __init__(self):
+        self.tasklet_ref_to_last_id = {}
+        self._i = 0
+
+    def get(self, tasklet):
+        return self.tasklet_ref_to_last_id.get(weakref.ref(tasklet))
+
+    def __setitem__(self, tasklet, last_id):
+        self.tasklet_ref_to_last_id[weakref.ref(tasklet)] = last_id
+        self._i += 1
+        if self._i % 100 == 0:  # Collect at each 100 additions to the dict (no need to rush).
+            for tasklet_ref in list(self.tasklet_ref_to_last_id.keys()):
+                if tasklet_ref() is None:
+                    del self.tasklet_ref_to_last_id[tasklet_ref]
+
+
+_tasklet_to_last_id = TaskletToLastId()
+
+
+#=======================================================================================================================
+# _TaskletInfo
+#=======================================================================================================================
+class _TaskletInfo:
+
+    _last_id = 0
+
+    def __init__(self, tasklet_weakref, tasklet):
+        self.frame_id = None
+        self.tasklet_weakref = tasklet_weakref
+
+        last_id = _tasklet_to_last_id.get(tasklet)
+        if last_id is None:
+            _TaskletInfo._last_id += 1
+            last_id = _TaskletInfo._last_id
+            _tasklet_to_last_id[tasklet] = last_id
+
+        self._tasklet_id = last_id
+
+        self.update_name()
+
+    def update_name(self):
+        tasklet = self.tasklet_weakref()
+        if tasklet:
+            if tasklet.blocked:
+                state = 'blocked'
+            elif tasklet.paused:
+                state = 'paused'
+            elif tasklet.scheduled:
+                state = 'scheduled'
+            else:
+                state = '<UNEXPECTED>'
+
+            try:
+                name = tasklet.name
+            except AttributeError:
+                if tasklet.is_main:
+                    name = 'MainTasklet'
+                else:
+                    name = 'Tasklet-%s' % (self._tasklet_id,)
+
+            thread_id = tasklet.thread_id
+            if thread_id != -1:
+                for thread in threading.enumerate():
+                    if thread.ident == thread_id:
+                        if thread.name:
+                            thread_name = "of %s" % (thread.name,)
+                        else:
+                            thread_name = "of Thread-%s" % (thread.name or str(thread_id),)
+                        break
+                else:
+                    # should not happen.
+                    thread_name = "of Thread-%s" % (str(thread_id),)
+                thread = None
+            else:
+                # tasklet is no longer bound to a thread, because its thread ended
+                thread_name = "without thread"
+
+            tid = id(tasklet)
+            tasklet = None
+        else:
+            state = 'dead'
+            name = 'Tasklet-%s' % (self._tasklet_id,)
+            thread_name = ""
+            tid = '-'
+        self.tasklet_name = '%s %s %s (%s)' % (state, name, thread_name, tid)
+
+    if not hasattr(stackless.tasklet, "trace_function"):
+
+        # bug https://bitbucket.org/stackless-dev/stackless/issue/42
+        # is not fixed. Stackless releases before 2014
+        def update_name(self):
+            tasklet = self.tasklet_weakref()
+            if tasklet:
+                try:
+                    name = tasklet.name
+                except AttributeError:
+                    if tasklet.is_main:
+                        name = 'MainTasklet'
+                    else:
+                        name = 'Tasklet-%s' % (self._tasklet_id,)
+
+                thread_id = tasklet.thread_id
+                for thread in threading.enumerate():
+                    if thread.ident == thread_id:
+                        if thread.name:
+                            thread_name = "of %s" % (thread.name,)
+                        else:
+                            thread_name = "of Thread-%s" % (thread.name or str(thread_id),)
+                        break
+                else:
+                    # should not happen.
+                    thread_name = "of Thread-%s" % (str(thread_id),)
+                thread = None
+
+                tid = id(tasklet)
+                tasklet = None
+            else:
+                name = 'Tasklet-%s' % (self._tasklet_id,)
+                thread_name = ""
+                tid = '-'
+            self.tasklet_name = '%s %s (%s)' % (name, thread_name, tid)
+
+
+_weak_tasklet_registered_to_info = {}
+
+
+#=======================================================================================================================
+# get_tasklet_info
+#=======================================================================================================================
+def get_tasklet_info(tasklet):
+    return register_tasklet_info(tasklet)
+
+
+#=======================================================================================================================
+# register_tasklet_info
+#=======================================================================================================================
+def register_tasklet_info(tasklet):
+    r = weakref.ref(tasklet)
+    info = _weak_tasklet_registered_to_info.get(r)
+    if info is None:
+        info = _weak_tasklet_registered_to_info[r] = _TaskletInfo(r, tasklet)
+
+    return info
+
+
+_application_set_schedule_callback = None
+
+
+#=======================================================================================================================
+# _schedule_callback
+#=======================================================================================================================
+def _schedule_callback(prev, next):
+    '''
+    Called when a context is stopped or a new context is made runnable.
+    '''
+    try:
+        if not prev and not next:
+            return
+
+        current_frame = sys._getframe()
+
+        if next:
+            register_tasklet_info(next)
+
+            # Ok, making next runnable: set the tracing facility in it.
+            debugger = get_global_debugger()
+            if debugger is not None:
+                next.trace_function = debugger.get_thread_local_trace_func()
+                frame = next.frame
+                if frame is current_frame:
+                    frame = frame.f_back
+                if hasattr(frame, 'f_trace'):  # Note: can be None (but hasattr should cover for that too).
+                    frame.f_trace = debugger.get_thread_local_trace_func()
+
+            debugger = None
+
+        if prev:
+            register_tasklet_info(prev)
+
+        try:
+            for tasklet_ref, tasklet_info in list(_weak_tasklet_registered_to_info.items()):  # Make sure it's a copy!
+                tasklet = tasklet_ref()
+                if tasklet is None or not tasklet.alive:
+                    # Garbage-collected already!
+                    try:
+                        del _weak_tasklet_registered_to_info[tasklet_ref]
+                    except KeyError:
+                        pass
+                    if tasklet_info.frame_id is not None:
+                        remove_custom_frame(tasklet_info.frame_id)
+                else:
+                    is_running = stackless.get_thread_info(tasklet.thread_id)[1] is tasklet
+                    if tasklet is prev or (tasklet is not next and not is_running):
+                        # the tasklet won't run after this scheduler action:
+                        # - the tasklet is the previous tasklet
+                        # - it is not the next tasklet and it is not an already running tasklet
+                        frame = tasklet.frame
+                        if frame is current_frame:
+                            frame = frame.f_back
+                        if frame is not None:
+                            # print >>sys.stderr, "SchedCB: %r, %d, '%s', '%s'" % (tasklet, frame.f_lineno, _filename, base)
+                            debugger = get_global_debugger()
+                            if debugger is not None and debugger.get_file_type(frame) is None:
+                                tasklet_info.update_name()
+                                if tasklet_info.frame_id is None:
+                                    tasklet_info.frame_id = add_custom_frame(frame, tasklet_info.tasklet_name, tasklet.thread_id)
+                                else:
+                                    update_custom_frame(tasklet_info.frame_id, frame, tasklet.thread_id, name=tasklet_info.tasklet_name)
+                            debugger = None
+
+                    elif tasklet is next or is_running:
+                        if tasklet_info.frame_id is not None:
+                            # Remove info about stackless suspended when it starts to run.
+                            remove_custom_frame(tasklet_info.frame_id)
+                            tasklet_info.frame_id = None
+
+        finally:
+            tasklet = None
+            tasklet_info = None
+            frame = None
+
+    except:
+        pydev_log.exception()
+
+    if _application_set_schedule_callback is not None:
+        return _application_set_schedule_callback(prev, next)
+
+
+if not hasattr(stackless.tasklet, "trace_function"):
+
+    # Older versions of Stackless, released before 2014
+    # This code does not work reliable! It is affected by several
+    # stackless bugs: Stackless issues #44, #42, #40
+    def _schedule_callback(prev, next):
+        '''
+        Called when a context is stopped or a new context is made runnable.
+        '''
+        try:
+            if not prev and not next:
+                return
+
+            if next:
+                register_tasklet_info(next)
+
+                # Ok, making next runnable: set the tracing facility in it.
+                debugger = get_global_debugger()
+                if debugger is not None and next.frame:
+                    if hasattr(next.frame, 'f_trace'):
+                        next.frame.f_trace = debugger.get_thread_local_trace_func()
+                debugger = None
+
+            if prev:
+                register_tasklet_info(prev)
+
+            try:
+                for tasklet_ref, tasklet_info in list(_weak_tasklet_registered_to_info.items()):  # Make sure it's a copy!
+                    tasklet = tasklet_ref()
+                    if tasklet is None or not tasklet.alive:
+                        # Garbage-collected already!
+                        try:
+                            del _weak_tasklet_registered_to_info[tasklet_ref]
+                        except KeyError:
+                            pass
+                        if tasklet_info.frame_id is not None:
+                            remove_custom_frame(tasklet_info.frame_id)
+                    else:
+                        if tasklet.paused or tasklet.blocked or tasklet.scheduled:
+                            if tasklet.frame and tasklet.frame.f_back:
+                                f_back = tasklet.frame.f_back
+                                debugger = get_global_debugger()
+                                if debugger is not None and debugger.get_file_type(f_back) is None:
+                                    if tasklet_info.frame_id is None:
+                                        tasklet_info.frame_id = add_custom_frame(f_back, tasklet_info.tasklet_name, tasklet.thread_id)
+                                    else:
+                                        update_custom_frame(tasklet_info.frame_id, f_back, tasklet.thread_id)
+                                debugger = None
+
+                        elif tasklet.is_current:
+                            if tasklet_info.frame_id is not None:
+                                # Remove info about stackless suspended when it starts to run.
+                                remove_custom_frame(tasklet_info.frame_id)
+                                tasklet_info.frame_id = None
+
+            finally:
+                tasklet = None
+                tasklet_info = None
+                f_back = None
+
+        except:
+            pydev_log.exception()
+
+        if _application_set_schedule_callback is not None:
+            return _application_set_schedule_callback(prev, next)
+
+    _original_setup = stackless.tasklet.setup
+
+    #=======================================================================================================================
+    # setup
+    #=======================================================================================================================
+    def setup(self, *args, **kwargs):
+        '''
+        Called to run a new tasklet: rebind the creation so that we can trace it.
+        '''
+
+        f = self.tempval
+
+        def new_f(old_f, args, kwargs):
+
+            debugger = get_global_debugger()
+            if debugger is not None:
+                debugger.enable_tracing()
+
+            debugger = None
+
+            # Remove our own traces :)
+            self.tempval = old_f
+            register_tasklet_info(self)
+
+            # Hover old_f to see the stackless being created and *args and **kwargs to see its parameters.
+            return old_f(*args, **kwargs)
+
+        # This is the way to tell stackless that the function it should execute is our function, not the original one. Note:
+        # setting tempval is the same as calling bind(new_f), but it seems that there's no other way to get the currently
+        # bound function, so, keeping on using tempval instead of calling bind (which is actually the same thing in a better
+        # API).
+
+        self.tempval = new_f
+
+        return _original_setup(self, f, args, kwargs)
+
+    #=======================================================================================================================
+    # __call__
+    #=======================================================================================================================
+    def __call__(self, *args, **kwargs):
+        '''
+        Called to run a new tasklet: rebind the creation so that we can trace it.
+        '''
+
+        return setup(self, *args, **kwargs)
+
+    _original_run = stackless.run
+
+    #=======================================================================================================================
+    # run
+    #=======================================================================================================================
+    def run(*args, **kwargs):
+        debugger = get_global_debugger()
+        if debugger is not None:
+            debugger.enable_tracing()
+        debugger = None
+
+        return _original_run(*args, **kwargs)
+
+
+#=======================================================================================================================
+# patch_stackless
+#=======================================================================================================================
+def patch_stackless():
+    '''
+    This function should be called to patch the stackless module so that new tasklets are properly tracked in the
+    debugger.
+    '''
+    global _application_set_schedule_callback
+    _application_set_schedule_callback = stackless.set_schedule_callback(_schedule_callback)
+
+    def set_schedule_callback(callable):
+        global _application_set_schedule_callback
+        old = _application_set_schedule_callback
+        _application_set_schedule_callback = callable
+        return old
+
+    def get_schedule_callback():
+        global _application_set_schedule_callback
+        return _application_set_schedule_callback
+
+    set_schedule_callback.__doc__ = stackless.set_schedule_callback.__doc__
+    if hasattr(stackless, "get_schedule_callback"):
+        get_schedule_callback.__doc__ = stackless.get_schedule_callback.__doc__
+    stackless.set_schedule_callback = set_schedule_callback
+    stackless.get_schedule_callback = get_schedule_callback
+
+    if not hasattr(stackless.tasklet, "trace_function"):
+        # Older versions of Stackless, released before 2014
+        __call__.__doc__ = stackless.tasklet.__call__.__doc__
+        stackless.tasklet.__call__ = __call__
+
+        setup.__doc__ = stackless.tasklet.setup.__doc__
+        stackless.tasklet.setup = setup
+
+        run.__doc__ = stackless.run.__doc__
+        stackless.run = run
+
+
+patch_stackless = call_only_once(patch_stackless)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_suspended_frames.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_suspended_frames.py
new file mode 100644
index 0000000..955ba9a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_suspended_frames.py
@@ -0,0 +1,533 @@
+from contextlib import contextmanager
+import sys
+
+from _pydevd_bundle.pydevd_constants import get_frame, RETURN_VALUES_DICT, \
+    ForkSafeLock, GENERATED_LEN_ATTR_NAME, silence_warnings_decorator
+from _pydevd_bundle.pydevd_xml import get_variable_details, get_type
+from _pydev_bundle.pydev_override import overrides
+from _pydevd_bundle.pydevd_resolver import sorted_attributes_key, TOO_LARGE_ATTR, get_var_scope
+from _pydevd_bundle.pydevd_safe_repr import SafeRepr
+from _pydev_bundle import pydev_log
+from _pydevd_bundle import pydevd_vars
+from _pydev_bundle.pydev_imports import Exec
+from _pydevd_bundle.pydevd_frame_utils import FramesList
+from _pydevd_bundle.pydevd_utils import ScopeRequest, DAPGrouper, Timer
+
+
+class _AbstractVariable(object):
+
+    # Default attributes in class, set in instance.
+
+    name = None
+    value = None
+    evaluate_name = None
+
+    def __init__(self, py_db):
+        assert py_db is not None
+        self.py_db = py_db
+
+    def get_name(self):
+        return self.name
+
+    def get_value(self):
+        return self.value
+
+    def get_variable_reference(self):
+        return id(self.value)
+
+    def get_var_data(self, fmt=None, **safe_repr_custom_attrs):
+        '''
+        :param dict fmt:
+            Format expected by the DAP (keys: 'hex': bool, 'rawString': bool)
+        '''
+        timer = Timer()
+        safe_repr = SafeRepr()
+        if fmt is not None:
+            safe_repr.convert_to_hex = fmt.get('hex', False)
+            safe_repr.raw_value = fmt.get('rawString', False)
+        for key, val in safe_repr_custom_attrs.items():
+            setattr(safe_repr, key, val)
+
+        type_name, _type_qualifier, _is_exception_on_eval, resolver, value = get_variable_details(
+            self.value, to_string=safe_repr)
+
+        is_raw_string = type_name in ('str', 'bytes', 'bytearray')
+
+        attributes = []
+
+        if is_raw_string:
+            attributes.append('rawString')
+
+        name = self.name
+
+        if self._is_return_value:
+            attributes.append('readOnly')
+            name = '(return) %s' % (name,)
+
+        elif name in (TOO_LARGE_ATTR, GENERATED_LEN_ATTR_NAME):
+            attributes.append('readOnly')
+
+        try:
+            if self.value.__class__ == DAPGrouper:
+                type_name = ''
+        except:
+            pass  # Ignore errors accessing __class__.
+
+        var_data = {
+            'name': name,
+            'value': value,
+            'type': type_name,
+        }
+
+        if self.evaluate_name is not None:
+            var_data['evaluateName'] = self.evaluate_name
+
+        if resolver is not None:  # I.e.: it's a container
+            var_data['variablesReference'] = self.get_variable_reference()
+        else:
+            var_data['variablesReference'] = 0  # It's mandatory (although if == 0 it doesn't have children).
+
+        if len(attributes) > 0:
+            var_data['presentationHint'] = {'attributes': attributes}
+
+        timer.report_if_compute_repr_attr_slow('', name, type_name)
+        return var_data
+
+    def get_children_variables(self, fmt=None, scope=None):
+        raise NotImplementedError()
+
+    def get_child_variable_named(self, name, fmt=None, scope=None):
+        for child_var in self.get_children_variables(fmt=fmt, scope=scope):
+            if child_var.get_name() == name:
+                return child_var
+        return None
+
+    def _group_entries(self, lst, handle_return_values):
+        scope_to_grouper = {}
+
+        group_entries = []
+        if isinstance(self.value, DAPGrouper):
+            new_lst = lst
+        else:
+            new_lst = []
+            get_presentation = self.py_db.variable_presentation.get_presentation
+            # Now that we have the contents, group items.
+            for attr_name, attr_value, evaluate_name in lst:
+                scope = get_var_scope(attr_name, attr_value, evaluate_name, handle_return_values)
+
+                entry = (attr_name, attr_value, evaluate_name)
+                if scope:
+                    presentation = get_presentation(scope)
+                    if presentation == 'hide':
+                        continue
+
+                    elif presentation == 'inline':
+                        new_lst.append(entry)
+
+                    else:  # group
+                        if scope not in scope_to_grouper:
+                            grouper = DAPGrouper(scope)
+                            scope_to_grouper[scope] = grouper
+                        else:
+                            grouper = scope_to_grouper[scope]
+
+                        grouper.contents_debug_adapter_protocol.append(entry)
+
+                else:
+                    new_lst.append(entry)
+
+            for scope in DAPGrouper.SCOPES_SORTED:
+                grouper = scope_to_grouper.get(scope)
+                if grouper is not None:
+                    group_entries.append((scope, grouper, None))
+
+        return new_lst, group_entries
+
+
+class _ObjectVariable(_AbstractVariable):
+
+    def __init__(self, py_db, name, value, register_variable, is_return_value=False, evaluate_name=None, frame=None):
+        _AbstractVariable.__init__(self, py_db)
+        self.frame = frame
+        self.name = name
+        self.value = value
+        self._register_variable = register_variable
+        self._register_variable(self)
+        self._is_return_value = is_return_value
+        self.evaluate_name = evaluate_name
+
+    @silence_warnings_decorator
+    @overrides(_AbstractVariable.get_children_variables)
+    def get_children_variables(self, fmt=None, scope=None):
+        _type, _type_name, resolver = get_type(self.value)
+
+        children_variables = []
+        if resolver is not None:  # i.e.: it's a container.
+            if hasattr(resolver, 'get_contents_debug_adapter_protocol'):
+                # The get_contents_debug_adapter_protocol needs to return sorted.
+                lst = resolver.get_contents_debug_adapter_protocol(self.value, fmt=fmt)
+            else:
+                # If there's no special implementation, the default is sorting the keys.
+                dct = resolver.get_dictionary(self.value)
+                lst = sorted(dct.items(), key=lambda tup: sorted_attributes_key(tup[0]))
+                # No evaluate name in this case.
+                lst = [(key, value, None) for (key, value) in lst]
+
+            lst, group_entries = self._group_entries(lst, handle_return_values=False)
+            if group_entries:
+                lst = group_entries + lst
+            parent_evaluate_name = self.evaluate_name
+            if parent_evaluate_name:
+                for key, val, evaluate_name in lst:
+                    if evaluate_name is not None:
+                        if callable(evaluate_name):
+                            evaluate_name = evaluate_name(parent_evaluate_name)
+                        else:
+                            evaluate_name = parent_evaluate_name + evaluate_name
+                    variable = _ObjectVariable(
+                        self.py_db, key, val, self._register_variable, evaluate_name=evaluate_name, frame=self.frame)
+                    children_variables.append(variable)
+            else:
+                for key, val, evaluate_name in lst:
+                    # No evaluate name
+                    variable = _ObjectVariable(self.py_db, key, val, self._register_variable, frame=self.frame)
+                    children_variables.append(variable)
+
+        return children_variables
+
+    def change_variable(self, name, value, py_db, fmt=None):
+
+        children_variable = self.get_child_variable_named(name)
+        if children_variable is None:
+            return None
+
+        var_data = children_variable.get_var_data()
+        evaluate_name = var_data.get('evaluateName')
+
+        if not evaluate_name:
+            # Note: right now we only pass control to the resolver in the cases where
+            # there's no evaluate name (the idea being that if we can evaluate it,
+            # we can use that evaluation to set the value too -- if in the future
+            # a case where this isn't true is found this logic may need to be changed).
+            _type, _type_name, container_resolver = get_type(self.value)
+            if hasattr(container_resolver, 'change_var_from_name'):
+                try:
+                    new_value = eval(value)
+                except:
+                    return None
+                new_key = container_resolver.change_var_from_name(self.value, name, new_value)
+                if new_key is not None:
+                    return _ObjectVariable(
+                        self.py_db, new_key, new_value, self._register_variable, evaluate_name=None, frame=self.frame)
+
+                return None
+            else:
+                return None
+
+        frame = self.frame
+        if frame is None:
+            return None
+
+        try:
+            # This handles the simple cases (such as dict, list, object)
+            Exec('%s=%s' % (evaluate_name, value), frame.f_globals, frame.f_locals)
+        except:
+            return None
+
+        return self.get_child_variable_named(name, fmt=fmt)
+
+
+def sorted_variables_key(obj):
+    return sorted_attributes_key(obj.name)
+
+
+class _FrameVariable(_AbstractVariable):
+
+    def __init__(self, py_db, frame, register_variable):
+        _AbstractVariable.__init__(self, py_db)
+        self.frame = frame
+
+        self.name = self.frame.f_code.co_name
+        self.value = frame
+
+        self._register_variable = register_variable
+        self._register_variable(self)
+
+    def change_variable(self, name, value, py_db, fmt=None):
+        frame = self.frame
+
+        pydevd_vars.change_attr_expression(frame, name, value, py_db)
+
+        return self.get_child_variable_named(name, fmt=fmt)
+
+    @silence_warnings_decorator
+    @overrides(_AbstractVariable.get_children_variables)
+    def get_children_variables(self, fmt=None, scope=None):
+        children_variables = []
+        if scope is not None:
+            assert isinstance(scope, ScopeRequest)
+            scope = scope.scope
+
+        if scope in ('locals', None):
+            dct = self.frame.f_locals
+        elif scope == 'globals':
+            dct = self.frame.f_globals
+        else:
+            raise AssertionError('Unexpected scope: %s' % (scope,))
+
+        lst, group_entries = self._group_entries([(x[0], x[1], None) for x in list(dct.items()) if x[0] != '_pydev_stop_at_break'], handle_return_values=True)
+        group_variables = []
+
+        for key, val, _ in group_entries:
+            # Make sure that the contents in the group are also sorted.
+            val.contents_debug_adapter_protocol.sort(key=lambda v:sorted_attributes_key(v[0]))
+            variable = _ObjectVariable(self.py_db, key, val, self._register_variable, False, key, frame=self.frame)
+            group_variables.append(variable)
+
+        for key, val, _ in lst:
+            is_return_value = key == RETURN_VALUES_DICT
+            if is_return_value:
+                for return_key, return_value in val.items():
+                    variable = _ObjectVariable(
+                        self.py_db, return_key, return_value, self._register_variable, is_return_value, '%s[%r]' % (key, return_key), frame=self.frame)
+                    children_variables.append(variable)
+            else:
+                variable = _ObjectVariable(self.py_db, key, val, self._register_variable, is_return_value, key, frame=self.frame)
+                children_variables.append(variable)
+
+        # Frame variables always sorted.
+        children_variables.sort(key=sorted_variables_key)
+        if group_variables:
+            # Groups have priority over other variables.
+            children_variables = group_variables + children_variables
+
+        return children_variables
+
+
+class _FramesTracker(object):
+    '''
+    This is a helper class to be used to track frames when a thread becomes suspended.
+    '''
+
+    def __init__(self, suspended_frames_manager, py_db):
+        self._suspended_frames_manager = suspended_frames_manager
+        self.py_db = py_db
+        self._frame_id_to_frame = {}
+
+        # Note that a given frame may appear in multiple threads when we have custom
+        # frames added, but as those are coroutines, this map will point to the actual
+        # main thread (which is the one that needs to be suspended for us to get the
+        # variables).
+        self._frame_id_to_main_thread_id = {}
+
+        # A map of the suspended thread id -> list(frames ids) -- note that
+        # frame ids are kept in order (the first one is the suspended frame).
+        self._thread_id_to_frame_ids = {}
+
+        self._thread_id_to_frames_list = {}
+
+        # The main suspended thread (if this is a coroutine this isn't the id of the
+        # coroutine thread, it's the id of the actual suspended thread).
+        self._main_thread_id = None
+
+        # Helper to know if it was already untracked.
+        self._untracked = False
+
+        # We need to be thread-safe!
+        self._lock = ForkSafeLock()
+
+        self._variable_reference_to_variable = {}
+
+    def _register_variable(self, variable):
+        variable_reference = variable.get_variable_reference()
+        self._variable_reference_to_variable[variable_reference] = variable
+
+    def obtain_as_variable(self, name, value, evaluate_name=None, frame=None):
+        if evaluate_name is None:
+            evaluate_name = name
+
+        variable_reference = id(value)
+        variable = self._variable_reference_to_variable.get(variable_reference)
+        if variable is not None:
+            return variable
+
+        # Still not created, let's do it now.
+        return _ObjectVariable(
+            self.py_db, name, value, self._register_variable, is_return_value=False, evaluate_name=evaluate_name, frame=frame)
+
+    def get_main_thread_id(self):
+        return self._main_thread_id
+
+    def get_variable(self, variable_reference):
+        return self._variable_reference_to_variable[variable_reference]
+
+    def track(self, thread_id, frames_list, frame_custom_thread_id=None):
+        '''
+        :param thread_id:
+            The thread id to be used for this frame.
+
+        :param FramesList frames_list:
+            A list of frames to be tracked (the first is the topmost frame which is suspended at the given thread).
+
+        :param frame_custom_thread_id:
+            If None this this is the id of the thread id for the custom frame (i.e.: coroutine).
+        '''
+        assert frames_list.__class__ == FramesList
+        with self._lock:
+            coroutine_or_main_thread_id = frame_custom_thread_id or thread_id
+
+            if coroutine_or_main_thread_id in self._suspended_frames_manager._thread_id_to_tracker:
+                sys.stderr.write('pydevd: Something is wrong. Tracker being added twice to the same thread id.\n')
+
+            self._suspended_frames_manager._thread_id_to_tracker[coroutine_or_main_thread_id] = self
+            self._main_thread_id = thread_id
+
+            frame_ids_from_thread = self._thread_id_to_frame_ids.setdefault(
+                coroutine_or_main_thread_id, [])
+
+            self._thread_id_to_frames_list[coroutine_or_main_thread_id] = frames_list
+            for frame in frames_list:
+                frame_id = id(frame)
+                self._frame_id_to_frame[frame_id] = frame
+                _FrameVariable(self.py_db, frame, self._register_variable)  # Instancing is enough to register.
+                self._suspended_frames_manager._variable_reference_to_frames_tracker[frame_id] = self
+                frame_ids_from_thread.append(frame_id)
+
+                self._frame_id_to_main_thread_id[frame_id] = thread_id
+
+            frame = None
+
+    def untrack_all(self):
+        with self._lock:
+            if self._untracked:
+                # Calling multiple times is expected for the set next statement.
+                return
+            self._untracked = True
+            for thread_id in self._thread_id_to_frame_ids:
+                self._suspended_frames_manager._thread_id_to_tracker.pop(thread_id, None)
+
+            for frame_id in self._frame_id_to_frame:
+                del self._suspended_frames_manager._variable_reference_to_frames_tracker[frame_id]
+
+            self._frame_id_to_frame.clear()
+            self._frame_id_to_main_thread_id.clear()
+            self._thread_id_to_frame_ids.clear()
+            self._thread_id_to_frames_list.clear()
+            self._main_thread_id = None
+            self._suspended_frames_manager = None
+            self._variable_reference_to_variable.clear()
+
+    def get_frames_list(self, thread_id):
+        with self._lock:
+            return self._thread_id_to_frames_list.get(thread_id)
+
+    def find_frame(self, thread_id, frame_id):
+        with self._lock:
+            return self._frame_id_to_frame.get(frame_id)
+
+    def create_thread_suspend_command(self, thread_id, stop_reason, message, suspend_type):
+        with self._lock:
+            # First one is topmost frame suspended.
+            frames_list = self._thread_id_to_frames_list[thread_id]
+
+            cmd = self.py_db.cmd_factory.make_thread_suspend_message(
+                self.py_db, thread_id, frames_list, stop_reason, message, suspend_type)
+
+            frames_list = None
+            return cmd
+
+
+class SuspendedFramesManager(object):
+
+    def __init__(self):
+        self._thread_id_to_fake_frames = {}
+        self._thread_id_to_tracker = {}
+
+        # Mappings
+        self._variable_reference_to_frames_tracker = {}
+
+    def _get_tracker_for_variable_reference(self, variable_reference):
+        tracker = self._variable_reference_to_frames_tracker.get(variable_reference)
+        if tracker is not None:
+            return tracker
+
+        for _thread_id, tracker in self._thread_id_to_tracker.items():
+            try:
+                tracker.get_variable(variable_reference)
+            except KeyError:
+                pass
+            else:
+                return tracker
+
+        return None
+
+    def get_thread_id_for_variable_reference(self, variable_reference):
+        '''
+        We can't evaluate variable references values on any thread, only in the suspended
+        thread (the main reason for this is that in UI frameworks inspecting a UI object
+        from a different thread can potentially crash the application).
+
+        :param int variable_reference:
+            The variable reference (can be either a frame id or a reference to a previously
+            gotten variable).
+
+        :return str:
+            The thread id for the thread to be used to inspect the given variable reference or
+            None if the thread was already resumed.
+        '''
+        frames_tracker = self._get_tracker_for_variable_reference(variable_reference)
+        if frames_tracker is not None:
+            return frames_tracker.get_main_thread_id()
+        return None
+
+    def get_frame_tracker(self, thread_id):
+        return self._thread_id_to_tracker.get(thread_id)
+
+    def get_variable(self, variable_reference):
+        '''
+        :raises KeyError
+        '''
+        frames_tracker = self._get_tracker_for_variable_reference(variable_reference)
+        if frames_tracker is None:
+            raise KeyError()
+        return frames_tracker.get_variable(variable_reference)
+
+    def get_frames_list(self, thread_id):
+        tracker = self._thread_id_to_tracker.get(thread_id)
+        if tracker is None:
+            return None
+        return tracker.get_frames_list(thread_id)
+
+    @contextmanager
+    def track_frames(self, py_db):
+        tracker = _FramesTracker(self, py_db)
+        try:
+            yield tracker
+        finally:
+            tracker.untrack_all()
+
+    def add_fake_frame(self, thread_id, frame_id, frame):
+        self._thread_id_to_fake_frames.setdefault(thread_id, {})[int(frame_id)] = frame
+
+    def find_frame(self, thread_id, frame_id):
+        try:
+            if frame_id == "*":
+                return get_frame()  # any frame is specified with "*"
+            frame_id = int(frame_id)
+
+            fake_frames = self._thread_id_to_fake_frames.get(thread_id)
+            if fake_frames is not None:
+                frame = fake_frames.get(frame_id)
+                if frame is not None:
+                    return frame
+
+            frames_tracker = self._thread_id_to_tracker.get(thread_id)
+            if frames_tracker is not None:
+                frame = frames_tracker.find_frame(thread_id, frame_id)
+                if frame is not None:
+                    return frame
+
+            return None
+        except:
+            pydev_log.exception()
+            return None
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_thread_lifecycle.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_thread_lifecycle.py
new file mode 100644
index 0000000..069b6b6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_thread_lifecycle.py
@@ -0,0 +1,96 @@
+from _pydevd_bundle import pydevd_utils
+from _pydevd_bundle.pydevd_additional_thread_info import set_additional_thread_info
+from _pydevd_bundle.pydevd_comm_constants import CMD_STEP_INTO, CMD_THREAD_SUSPEND
+from _pydevd_bundle.pydevd_constants import PYTHON_SUSPEND, STATE_SUSPEND, get_thread_id, STATE_RUN
+from _pydev_bundle._pydev_saved_modules import threading
+from _pydev_bundle import pydev_log
+
+
+def pydevd_find_thread_by_id(thread_id):
+    try:
+        threads = threading.enumerate()
+        for i in threads:
+            tid = get_thread_id(i)
+            if thread_id == tid or thread_id.endswith('|' + tid):
+                return i
+
+        # This can happen when a request comes for a thread which was previously removed.
+        pydev_log.info("Could not find thread %s.", thread_id)
+        pydev_log.info("Available: %s.", ([get_thread_id(t) for t in threads],))
+    except:
+        pydev_log.exception()
+
+    return None
+
+
+def mark_thread_suspended(thread, stop_reason, original_step_cmd=-1):
+    info = set_additional_thread_info(thread)
+    info.suspend_type = PYTHON_SUSPEND
+    if original_step_cmd != -1:
+        stop_reason = original_step_cmd
+    thread.stop_reason = stop_reason
+
+    # Note: don't set the 'pydev_original_step_cmd' here if unset.
+
+    if info.pydev_step_cmd == -1:
+        # If the step command is not specified, set it to step into
+        # to make sure it'll break as soon as possible.
+        info.pydev_step_cmd = CMD_STEP_INTO
+        info.pydev_step_stop = None
+
+    # Mark as suspended as the last thing.
+    info.pydev_state = STATE_SUSPEND
+
+    return info
+
+
+def internal_run_thread(thread, set_additional_thread_info):
+    info = set_additional_thread_info(thread)
+    info.pydev_original_step_cmd = -1
+    info.pydev_step_cmd = -1
+    info.pydev_step_stop = None
+    info.pydev_state = STATE_RUN
+
+
+def resume_threads(thread_id, except_thread=None):
+    pydev_log.info('Resuming threads: %s (except thread: %s)', thread_id, except_thread)
+    threads = []
+    if thread_id == '*':
+        threads = pydevd_utils.get_non_pydevd_threads()
+
+    elif thread_id.startswith('__frame__:'):
+        pydev_log.critical("Can't make tasklet run: %s", thread_id)
+
+    else:
+        threads = [pydevd_find_thread_by_id(thread_id)]
+
+    for t in threads:
+        if t is None or t is except_thread:
+            pydev_log.info('Skipped resuming thread: %s', t)
+            continue
+
+        internal_run_thread(t, set_additional_thread_info=set_additional_thread_info)
+
+
+def suspend_all_threads(py_db, except_thread):
+    '''
+    Suspend all except the one passed as a parameter.
+    :param except_thread:
+    '''
+    pydev_log.info('Suspending all threads except: %s', except_thread)
+    all_threads = pydevd_utils.get_non_pydevd_threads()
+    for t in all_threads:
+        if getattr(t, 'pydev_do_not_trace', None):
+            pass  # skip some other threads, i.e. ipython history saving thread from debug console
+        else:
+            if t is except_thread:
+                continue
+            info = mark_thread_suspended(t, CMD_THREAD_SUSPEND)
+            frame = info.get_topmost_frame(t)
+
+            # Reset the tracing as in this case as it could've set scopes to be untraced.
+            if frame is not None:
+                try:
+                    py_db.set_trace_for_frame_and_parents(frame)
+                finally:
+                    frame = None
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_timeout.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_timeout.py
new file mode 100644
index 0000000..4a18caf
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_timeout.py
@@ -0,0 +1,239 @@
+from _pydev_bundle._pydev_saved_modules import threading
+from _pydevd_bundle.pydevd_daemon_thread import PyDBDaemonThread
+from _pydevd_bundle.pydevd_constants import thread_get_ident, IS_CPYTHON, NULL
+import ctypes
+import time
+from _pydev_bundle import pydev_log
+import weakref
+from _pydevd_bundle.pydevd_utils import is_current_thread_main_thread
+from _pydevd_bundle import pydevd_utils
+
+_DEBUG = False  # Default should be False as this can be very verbose.
+
+
+class _TimeoutThread(PyDBDaemonThread):
+    '''
+    The idea in this class is that it should be usually stopped waiting
+    for the next event to be called (paused in a threading.Event.wait).
+
+    When a new handle is added it sets the event so that it processes the handles and
+    then keeps on waiting as needed again.
+
+    This is done so that it's a bit more optimized than creating many Timer threads.
+    '''
+
+    def __init__(self, py_db):
+        PyDBDaemonThread.__init__(self, py_db)
+        self._event = threading.Event()
+        self._handles = []
+
+        # We could probably do things valid without this lock so that it's possible to add
+        # handles while processing, but the implementation would also be harder to follow,
+        # so, for now, we're either processing or adding handles, not both at the same time.
+        self._lock = threading.Lock()
+
+    def _on_run(self):
+        wait_time = None
+        while not self._kill_received:
+            if _DEBUG:
+                if wait_time is None:
+                    pydev_log.critical('pydevd_timeout: Wait until a new handle is added.')
+                else:
+                    pydev_log.critical('pydevd_timeout: Next wait time: %s.', wait_time)
+            self._event.wait(wait_time)
+
+            if self._kill_received:
+                self._handles = []
+                return
+
+            wait_time = self.process_handles()
+
+    def process_handles(self):
+        '''
+        :return int:
+            Returns the time we should be waiting for to process the next event properly.
+        '''
+        with self._lock:
+            if _DEBUG:
+                pydev_log.critical('pydevd_timeout: Processing handles')
+            self._event.clear()
+            handles = self._handles
+            new_handles = self._handles = []
+
+            # Do all the processing based on this time (we want to consider snapshots
+            # of processing time -- anything not processed now may be processed at the
+            # next snapshot).
+            curtime = time.time()
+
+            min_handle_timeout = None
+
+            for handle in handles:
+                if curtime < handle.abs_timeout and not handle.disposed:
+                    # It still didn't time out.
+                    if _DEBUG:
+                        pydev_log.critical('pydevd_timeout: Handle NOT processed: %s', handle)
+                    new_handles.append(handle)
+                    if min_handle_timeout is None:
+                        min_handle_timeout = handle.abs_timeout
+
+                    elif handle.abs_timeout < min_handle_timeout:
+                        min_handle_timeout = handle.abs_timeout
+
+                else:
+                    if _DEBUG:
+                        pydev_log.critical('pydevd_timeout: Handle processed: %s', handle)
+                    # Timed out (or disposed), so, let's execute it (should be no-op if disposed).
+                    handle.exec_on_timeout()
+
+            if min_handle_timeout is None:
+                return None
+            else:
+                timeout = min_handle_timeout - curtime
+                if timeout <= 0:
+                    pydev_log.critical('pydevd_timeout: Expected timeout to be > 0. Found: %s', timeout)
+
+                return timeout
+
+    def do_kill_pydev_thread(self):
+        PyDBDaemonThread.do_kill_pydev_thread(self)
+        with self._lock:
+            self._event.set()
+
+    def add_on_timeout_handle(self, handle):
+        with self._lock:
+            self._handles.append(handle)
+            self._event.set()
+
+
+class _OnTimeoutHandle(object):
+
+    def __init__(self, tracker, abs_timeout, on_timeout, kwargs):
+        self._str = '_OnTimeoutHandle(%s)' % (on_timeout,)
+
+        self._tracker = weakref.ref(tracker)
+        self.abs_timeout = abs_timeout
+        self.on_timeout = on_timeout
+        if kwargs is None:
+            kwargs = {}
+        self.kwargs = kwargs
+        self.disposed = False
+
+    def exec_on_timeout(self):
+        # Note: lock should already be obtained when executing this function.
+        kwargs = self.kwargs
+        on_timeout = self.on_timeout
+
+        if not self.disposed:
+            self.disposed = True
+            self.kwargs = None
+            self.on_timeout = None
+
+            try:
+                if _DEBUG:
+                    pydev_log.critical('pydevd_timeout: Calling on timeout: %s with kwargs: %s', on_timeout, kwargs)
+
+                on_timeout(**kwargs)
+            except Exception:
+                pydev_log.exception('pydevd_timeout: Exception on callback timeout.')
+
+    def __enter__(self):
+        pass
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        tracker = self._tracker()
+
+        if tracker is None:
+            lock = NULL
+        else:
+            lock = tracker._lock
+
+        with lock:
+            self.disposed = True
+            self.kwargs = None
+            self.on_timeout = None
+
+    def __str__(self):
+        return self._str
+
+    __repr__ = __str__
+
+
+class TimeoutTracker(object):
+    '''
+    This is a helper class to track the timeout of something.
+    '''
+
+    def __init__(self, py_db):
+        self._thread = None
+        self._lock = threading.Lock()
+        self._py_db = weakref.ref(py_db)
+
+    def call_on_timeout(self, timeout, on_timeout, kwargs=None):
+        '''
+        This can be called regularly to always execute the given function after a given timeout:
+
+        call_on_timeout(py_db, 10, on_timeout)
+
+
+        Or as a context manager to stop the method from being called if it finishes before the timeout
+        elapses:
+
+        with call_on_timeout(py_db, 10, on_timeout):
+            ...
+
+        Note: the callback will be called from a PyDBDaemonThread.
+        '''
+        with self._lock:
+            if self._thread is None:
+                if _DEBUG:
+                    pydev_log.critical('pydevd_timeout: Created _TimeoutThread.')
+
+                self._thread = _TimeoutThread(self._py_db())
+                self._thread.start()
+
+            curtime = time.time()
+            handle = _OnTimeoutHandle(self, curtime + timeout, on_timeout, kwargs)
+            if _DEBUG:
+                pydev_log.critical('pydevd_timeout: Added handle: %s.', handle)
+            self._thread.add_on_timeout_handle(handle)
+            return handle
+
+
+def create_interrupt_this_thread_callback():
+    '''
+    The idea here is returning a callback that when called will generate a KeyboardInterrupt
+    in the thread that called this function.
+
+    If this is the main thread, this means that it'll emulate a Ctrl+C (which may stop I/O
+    and sleep operations).
+
+    For other threads, this will call PyThreadState_SetAsyncExc to raise
+    a KeyboardInterrupt before the next instruction (so, it won't really interrupt I/O or
+    sleep operations).
+
+    :return callable:
+        Returns a callback that will interrupt the current thread (this may be called
+        from an auxiliary thread).
+    '''
+    tid = thread_get_ident()
+
+    if is_current_thread_main_thread():
+        main_thread = threading.current_thread()
+
+        def raise_on_this_thread():
+            pydev_log.debug('Callback to interrupt main thread.')
+            pydevd_utils.interrupt_main_thread(main_thread)
+
+    else:
+
+        # Note: this works in the sense that it can stop some cpu-intensive slow operation,
+        # but we can't really interrupt the thread out of some sleep or I/O operation
+        # (this will only be raised when Python is about to execute the next instruction).
+        def raise_on_this_thread():
+            if IS_CPYTHON:
+                pydev_log.debug('Interrupt thread: %s', tid)
+                ctypes.pythonapi.PyThreadState_SetAsyncExc(ctypes.c_long(tid), ctypes.py_object(KeyboardInterrupt))
+            else:
+                pydev_log.debug('It is only possible to interrupt non-main threads in CPython.')
+
+    return raise_on_this_thread
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_trace_api.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_trace_api.py
new file mode 120000
index 0000000..f6b0658
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_trace_api.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/9e/57/f9/ea2f612b3e838a41f94f173f7f0671a8dd60495eb4429b343835b37388
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_trace_dispatch.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_trace_dispatch.py
new file mode 120000
index 0000000..7c8ebe2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_trace_dispatch.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6c/80/d1/8628680477dc554f635652b64ee4beb042281c461e8d391d1ec4976a03
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_trace_dispatch_regular.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_trace_dispatch_regular.py
new file mode 100644
index 0000000..88a3f08
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_trace_dispatch_regular.py
@@ -0,0 +1,490 @@
+from _pydev_bundle.pydev_is_thread_alive import is_thread_alive
+from _pydev_bundle.pydev_log import exception as pydev_log_exception
+from _pydev_bundle._pydev_saved_modules import threading
+from _pydevd_bundle.pydevd_constants import (get_current_thread_id, NO_FTRACE,
+    USE_CUSTOM_SYS_CURRENT_FRAMES_MAP, ForkSafeLock)
+from pydevd_file_utils import get_abs_path_real_path_and_base_from_frame, NORM_PATHS_AND_BASE_CONTAINER
+
+# IFDEF CYTHON
+# from cpython.object cimport PyObject
+# from cpython.ref cimport Py_INCREF, Py_XDECREF
+# ELSE
+from _pydevd_bundle.pydevd_frame import PyDBFrame, is_unhandled_exception
+# ENDIF
+
+# IFDEF CYTHON
+# cdef dict _global_notify_skipped_step_in
+# cython_inline_constant: CMD_STEP_INTO = 107
+# cython_inline_constant: CMD_STEP_INTO_MY_CODE = 144
+# cython_inline_constant: CMD_STEP_RETURN = 109
+# cython_inline_constant: CMD_STEP_RETURN_MY_CODE = 160
+# ELSE
+# Note: those are now inlined on cython.
+CMD_STEP_INTO = 107
+CMD_STEP_INTO_MY_CODE = 144
+CMD_STEP_RETURN = 109
+CMD_STEP_RETURN_MY_CODE = 160
+# ENDIF
+
+# Cache where we should keep that we completely skipped entering some context.
+# It needs to be invalidated when:
+# - Breakpoints are changed
+# It can be used when running regularly (without step over/step in/step return)
+global_cache_skips = {}
+global_cache_frame_skips = {}
+
+_global_notify_skipped_step_in = False
+_global_notify_skipped_step_in_lock = ForkSafeLock()
+
+
+def notify_skipped_step_in_because_of_filters(py_db, frame):
+    global _global_notify_skipped_step_in
+
+    with _global_notify_skipped_step_in_lock:
+        if _global_notify_skipped_step_in:
+            # Check with lock in place (callers should actually have checked
+            # before without the lock in place due to performance).
+            return
+        _global_notify_skipped_step_in = True
+        py_db.notify_skipped_step_in_because_of_filters(frame)
+
+# IFDEF CYTHON
+# cdef class SafeCallWrapper:
+#     cdef method_object
+#     def __init__(self, method_object):
+#         self.method_object = method_object
+#     def  __call__(self, *args):
+#         #Cannot use 'self' once inside the delegate call since we are borrowing the self reference f_trace field
+#         #in the frame, and that reference might get destroyed by set trace on frame and parents
+#         cdef PyObject* method_obj = <PyObject*> self.method_object
+#         Py_INCREF(<object>method_obj)
+#         ret = (<object>method_obj)(*args)
+#         Py_XDECREF (method_obj)
+#         return SafeCallWrapper(ret) if ret is not None else None
+#     def  get_method_object(self):
+#         return self.method_object
+# ELSE
+# ENDIF
+
+
+def fix_top_level_trace_and_get_trace_func(py_db, frame):
+    # IFDEF CYTHON
+    # cdef str filename;
+    # cdef str name;
+    # cdef tuple args;
+    # ENDIF
+
+    # Note: this is always the first entry-point in the tracing for any thread.
+    # After entering here we'll set a new tracing function for this thread
+    # where more information is cached (and will also setup the tracing for
+    # frames where we should deal with unhandled exceptions).
+    thread = None
+    # Cache the frame which should be traced to deal with unhandled exceptions.
+    # (i.e.: thread entry-points).
+
+    f_unhandled = frame
+    # print('called at', f_unhandled.f_code.co_name, f_unhandled.f_code.co_filename, f_unhandled.f_code.co_firstlineno)
+    force_only_unhandled_tracer = False
+    while f_unhandled is not None:
+        # name = splitext(basename(f_unhandled.f_code.co_filename))[0]
+
+        name = f_unhandled.f_code.co_filename
+        # basename
+        i = name.rfind('/')
+        j = name.rfind('\\')
+        if j > i:
+            i = j
+        if i >= 0:
+            name = name[i + 1:]
+        # remove ext
+        i = name.rfind('.')
+        if i >= 0:
+            name = name[:i]
+
+        if name == 'threading':
+            if f_unhandled.f_code.co_name in ('__bootstrap', '_bootstrap'):
+                # We need __bootstrap_inner, not __bootstrap.
+                return None, False
+
+            elif f_unhandled.f_code.co_name in ('__bootstrap_inner', '_bootstrap_inner'):
+                # Note: be careful not to use threading.currentThread to avoid creating a dummy thread.
+                t = f_unhandled.f_locals.get('self')
+                force_only_unhandled_tracer = True
+                if t is not None and isinstance(t, threading.Thread):
+                    thread = t
+                    break
+
+        elif name == 'pydev_monkey':
+            if f_unhandled.f_code.co_name == '__call__':
+                force_only_unhandled_tracer = True
+                break
+
+        elif name == 'pydevd':
+            if f_unhandled.f_code.co_name in ('run', 'main'):
+                # We need to get to _exec
+                return None, False
+
+            if f_unhandled.f_code.co_name == '_exec':
+                force_only_unhandled_tracer = True
+                break
+
+        elif name == 'pydevd_tracing':
+            return None, False
+
+        elif f_unhandled.f_back is None:
+            break
+
+        f_unhandled = f_unhandled.f_back
+
+    if thread is None:
+        # Important: don't call threadingCurrentThread if we're in the threading module
+        # to avoid creating dummy threads.
+        if py_db.threading_get_ident is not None:
+            thread = py_db.threading_active.get(py_db.threading_get_ident())
+            if thread is None:
+                return None, False
+        else:
+            # Jython does not have threading.get_ident().
+            thread = py_db.threading_current_thread()
+
+    if getattr(thread, 'pydev_do_not_trace', None):
+        py_db.disable_tracing()
+        return None, False
+
+    try:
+        additional_info = thread.additional_info
+        if additional_info is None:
+            raise AttributeError()
+    except:
+        additional_info = py_db.set_additional_thread_info(thread)
+
+    # print('enter thread tracer', thread, get_current_thread_id(thread))
+    args = (py_db, thread, additional_info, global_cache_skips, global_cache_frame_skips)
+
+    if f_unhandled is not None:
+        if f_unhandled.f_back is None and not force_only_unhandled_tracer:
+            # Happens when we attach to a running program (cannot reuse instance because it's mutable).
+            top_level_thread_tracer = TopLevelThreadTracerNoBackFrame(ThreadTracer(args), args)
+            additional_info.top_level_thread_tracer_no_back_frames.append(top_level_thread_tracer)  # Hack for cython to keep it alive while the thread is alive (just the method in the SetTrace is not enough).
+        else:
+            top_level_thread_tracer = additional_info.top_level_thread_tracer_unhandled
+            if top_level_thread_tracer is None:
+                # Stop in some internal place to report about unhandled exceptions
+                top_level_thread_tracer = TopLevelThreadTracerOnlyUnhandledExceptions(args)
+                additional_info.top_level_thread_tracer_unhandled = top_level_thread_tracer  # Hack for cython to keep it alive while the thread is alive (just the method in the SetTrace is not enough).
+
+        # print(' --> found to trace unhandled', f_unhandled.f_code.co_name, f_unhandled.f_code.co_filename, f_unhandled.f_code.co_firstlineno)
+        f_trace = top_level_thread_tracer.get_trace_dispatch_func()
+        # IFDEF CYTHON
+        # f_trace = SafeCallWrapper(f_trace)
+        # ENDIF
+        f_unhandled.f_trace = f_trace
+
+        if frame is f_unhandled:
+            return f_trace, False
+
+    thread_tracer = additional_info.thread_tracer
+    if thread_tracer is None or thread_tracer._args[0] is not py_db:
+        thread_tracer = ThreadTracer(args)
+        additional_info.thread_tracer = thread_tracer
+
+# IFDEF CYTHON
+#     return SafeCallWrapper(thread_tracer), True
+# ELSE
+    return thread_tracer, True
+# ENDIF
+
+
+def trace_dispatch(py_db, frame, event, arg):
+    thread_trace_func, apply_to_settrace = py_db.fix_top_level_trace_and_get_trace_func(py_db, frame)
+    if thread_trace_func is None:
+        return None if event == 'call' else NO_FTRACE
+    if apply_to_settrace:
+        py_db.enable_tracing(thread_trace_func)
+    return thread_trace_func(frame, event, arg)
+
+
+# IFDEF CYTHON
+# cdef class TopLevelThreadTracerOnlyUnhandledExceptions:
+#     cdef public tuple _args;
+#     def __init__(self, tuple args):
+#         self._args = args
+# ELSE
+class TopLevelThreadTracerOnlyUnhandledExceptions(object):
+
+    def __init__(self, args):
+        self._args = args
+# ENDIF
+
+    def trace_unhandled_exceptions(self, frame, event, arg):
+        # Note that we ignore the frame as this tracing method should only be put in topmost frames already.
+        # print('trace_unhandled_exceptions', event, frame.f_code.co_name, frame.f_code.co_filename, frame.f_code.co_firstlineno)
+        if event == 'exception' and arg is not None:
+            py_db, t, additional_info = self._args[0:3]
+            if arg is not None:
+                if not additional_info.suspended_at_unhandled:
+                    additional_info.suspended_at_unhandled = True
+
+                    py_db.stop_on_unhandled_exception(py_db, t, additional_info, arg)
+
+        # No need to reset frame.f_trace to keep the same trace function.
+        return self.trace_unhandled_exceptions
+
+    def get_trace_dispatch_func(self):
+        return self.trace_unhandled_exceptions
+
+
+# IFDEF CYTHON
+# cdef class TopLevelThreadTracerNoBackFrame:
+#
+#     cdef public object _frame_trace_dispatch;
+#     cdef public tuple _args;
+#     cdef public object try_except_infos;
+#     cdef public object _last_exc_arg;
+#     cdef public set _raise_lines;
+#     cdef public int _last_raise_line;
+#
+#     def __init__(self, frame_trace_dispatch, tuple args):
+#         self._frame_trace_dispatch = frame_trace_dispatch
+#         self._args = args
+#         self.try_except_infos = None
+#         self._last_exc_arg = None
+#         self._raise_lines = set()
+#         self._last_raise_line = -1
+# ELSE
+class TopLevelThreadTracerNoBackFrame(object):
+    '''
+    This tracer is pretty special in that it's dealing with a frame without f_back (i.e.: top frame
+    on remote attach or QThread).
+
+    This means that we have to carefully inspect exceptions to discover whether the exception will
+    be unhandled or not (if we're dealing with an unhandled exception we need to stop as unhandled,
+    otherwise we need to use the regular tracer -- unfortunately the debugger has little info to
+    work with in the tracing -- see: https://bugs.python.org/issue34099, so, we inspect bytecode to
+    determine if some exception will be traced or not... note that if this is not available -- such
+    as on Jython -- we consider any top-level exception to be unnhandled).
+    '''
+
+    def __init__(self, frame_trace_dispatch, args):
+        self._frame_trace_dispatch = frame_trace_dispatch
+        self._args = args
+        self.try_except_infos = None
+        self._last_exc_arg = None
+        self._raise_lines = set()
+        self._last_raise_line = -1
+# ENDIF
+
+    def trace_dispatch_and_unhandled_exceptions(self, frame, event, arg):
+        # DEBUG = 'code_to_debug' in frame.f_code.co_filename
+        # if DEBUG: print('trace_dispatch_and_unhandled_exceptions: %s %s %s %s %s %s' % (event, frame.f_code.co_name, frame.f_code.co_filename, frame.f_code.co_firstlineno, self._frame_trace_dispatch, frame.f_lineno))
+        frame_trace_dispatch = self._frame_trace_dispatch
+        if frame_trace_dispatch is not None:
+            self._frame_trace_dispatch = frame_trace_dispatch(frame, event, arg)
+
+        if event == 'exception':
+            self._last_exc_arg = arg
+            self._raise_lines.add(frame.f_lineno)
+            self._last_raise_line = frame.f_lineno
+
+        elif event == 'return' and self._last_exc_arg is not None:
+            # For unhandled exceptions we actually track the return when at the topmost level.
+            try:
+                py_db, t, additional_info = self._args[0:3]
+                if not additional_info.suspended_at_unhandled:  # Note: only check it here, don't set.
+                    if is_unhandled_exception(self, py_db, frame, self._last_raise_line, self._raise_lines):
+                        py_db.stop_on_unhandled_exception(py_db, t, additional_info, self._last_exc_arg)
+            finally:
+                # Remove reference to exception after handling it.
+                self._last_exc_arg = None
+
+        ret = self.trace_dispatch_and_unhandled_exceptions
+
+        # Need to reset (the call to _frame_trace_dispatch may have changed it).
+        # IFDEF CYTHON
+        # frame.f_trace = SafeCallWrapper(ret)
+        # ELSE
+        frame.f_trace = ret
+        # ENDIF
+        return ret
+
+    def get_trace_dispatch_func(self):
+        return self.trace_dispatch_and_unhandled_exceptions
+
+
+# IFDEF CYTHON
+# cdef class ThreadTracer:
+#     cdef public tuple _args;
+#     def __init__(self, tuple args):
+#         self._args = args
+# ELSE
+class ThreadTracer(object):
+
+    def __init__(self, args):
+        self._args = args
+# ENDIF
+
+    def __call__(self, frame, event, arg):
+        ''' This is the callback used when we enter some context in the debugger.
+
+        We also decorate the thread we are in with info about the debugging.
+        The attributes added are:
+            pydev_state
+            pydev_step_stop
+            pydev_step_cmd
+            pydev_notify_kill
+
+        :param PyDB py_db:
+            This is the global debugger (this method should actually be added as a method to it).
+        '''
+        # IFDEF CYTHON
+        # cdef str filename;
+        # cdef str base;
+        # cdef int pydev_step_cmd;
+        # cdef object frame_cache_key;
+        # cdef dict cache_skips;
+        # cdef bint is_stepping;
+        # cdef tuple abs_path_canonical_path_and_base;
+        # cdef PyDBAdditionalThreadInfo additional_info;
+        # ENDIF
+
+        # DEBUG = 'code_to_debug' in frame.f_code.co_filename
+        # if DEBUG: print('ENTER: trace_dispatch: %s %s %s %s' % (frame.f_code.co_filename, frame.f_lineno, event, frame.f_code.co_name))
+        py_db, t, additional_info, cache_skips, frame_skips_cache = self._args
+        if additional_info.is_tracing:
+            return None if event == 'call' else NO_FTRACE  # we don't wan't to trace code invoked from pydevd_frame.trace_dispatch
+
+        additional_info.is_tracing += 1
+        try:
+            pydev_step_cmd = additional_info.pydev_step_cmd
+            is_stepping = pydev_step_cmd != -1
+            if py_db.pydb_disposed:
+                return None if event == 'call' else NO_FTRACE
+
+            # if thread is not alive, cancel trace_dispatch processing
+            if not is_thread_alive(t):
+                py_db.notify_thread_not_alive(get_current_thread_id(t))
+                return None if event == 'call' else NO_FTRACE
+
+            # Note: it's important that the context name is also given because we may hit something once
+            # in the global context and another in the local context.
+            frame_cache_key = frame.f_code
+            if frame_cache_key in cache_skips:
+                if not is_stepping:
+                    # if DEBUG: print('skipped: trace_dispatch (cache hit)', frame_cache_key, frame.f_lineno, event, frame.f_code.co_name)
+                    return None if event == 'call' else NO_FTRACE
+                else:
+                    # When stepping we can't take into account caching based on the breakpoints (only global filtering).
+                    if cache_skips.get(frame_cache_key) == 1:
+
+                        if additional_info.pydev_original_step_cmd in (CMD_STEP_INTO, CMD_STEP_INTO_MY_CODE) and not _global_notify_skipped_step_in:
+                            notify_skipped_step_in_because_of_filters(py_db, frame)
+
+                        back_frame = frame.f_back
+                        if back_frame is not None and pydev_step_cmd in (CMD_STEP_INTO, CMD_STEP_INTO_MY_CODE, CMD_STEP_RETURN, CMD_STEP_RETURN_MY_CODE):
+                            back_frame_cache_key = back_frame.f_code
+                            if cache_skips.get(back_frame_cache_key) == 1:
+                                # if DEBUG: print('skipped: trace_dispatch (cache hit: 1)', frame_cache_key, frame.f_lineno, event, frame.f_code.co_name)
+                                return None if event == 'call' else NO_FTRACE
+                        else:
+                            # if DEBUG: print('skipped: trace_dispatch (cache hit: 2)', frame_cache_key, frame.f_lineno, event, frame.f_code.co_name)
+                            return None if event == 'call' else NO_FTRACE
+
+            try:
+                # Make fast path faster!
+                abs_path_canonical_path_and_base = NORM_PATHS_AND_BASE_CONTAINER[frame.f_code.co_filename]
+            except:
+                abs_path_canonical_path_and_base = get_abs_path_real_path_and_base_from_frame(frame)
+
+            file_type = py_db.get_file_type(frame, abs_path_canonical_path_and_base)  # we don't want to debug threading or anything related to pydevd
+
+            if file_type is not None:
+                if file_type == 1:  # inlining LIB_FILE = 1
+                    if not py_db.in_project_scope(frame, abs_path_canonical_path_and_base[0]):
+                        # if DEBUG: print('skipped: trace_dispatch (not in scope)', abs_path_canonical_path_and_base[2], frame.f_lineno, event, frame.f_code.co_name, file_type)
+                        cache_skips[frame_cache_key] = 1
+                        return None if event == 'call' else NO_FTRACE
+                else:
+                    # if DEBUG: print('skipped: trace_dispatch', abs_path_canonical_path_and_base[2], frame.f_lineno, event, frame.f_code.co_name, file_type)
+                    cache_skips[frame_cache_key] = 1
+                    return None if event == 'call' else NO_FTRACE
+
+            if py_db.is_files_filter_enabled:
+                if py_db.apply_files_filter(frame, abs_path_canonical_path_and_base[0], False):
+                    cache_skips[frame_cache_key] = 1
+
+                    if is_stepping and additional_info.pydev_original_step_cmd in (CMD_STEP_INTO, CMD_STEP_INTO_MY_CODE) and not _global_notify_skipped_step_in:
+                        notify_skipped_step_in_because_of_filters(py_db, frame)
+
+                    # A little gotcha, sometimes when we're stepping in we have to stop in a
+                    # return event showing the back frame as the current frame, so, we need
+                    # to check not only the current frame but the back frame too.
+                    back_frame = frame.f_back
+                    if back_frame is not None and pydev_step_cmd in (CMD_STEP_INTO, CMD_STEP_INTO_MY_CODE, CMD_STEP_RETURN, CMD_STEP_RETURN_MY_CODE):
+                        if py_db.apply_files_filter(back_frame, back_frame.f_code.co_filename, False):
+                            back_frame_cache_key = back_frame.f_code
+                            cache_skips[back_frame_cache_key] = 1
+                            # if DEBUG: print('skipped: trace_dispatch (filtered out: 1)', frame_cache_key, frame.f_lineno, event, frame.f_code.co_name)
+                            return None if event == 'call' else NO_FTRACE
+                    else:
+                        # if DEBUG: print('skipped: trace_dispatch (filtered out: 2)', frame_cache_key, frame.f_lineno, event, frame.f_code.co_name)
+                        return None if event == 'call' else NO_FTRACE
+
+            # if DEBUG: print('trace_dispatch', filename, frame.f_lineno, event, frame.f_code.co_name, file_type)
+
+            # Just create PyDBFrame directly (removed support for Python versions < 2.5, which required keeping a weak
+            # reference to the frame).
+            ret = PyDBFrame(
+                (
+                    py_db, abs_path_canonical_path_and_base, additional_info, t, frame_skips_cache, frame_cache_key,
+                )
+            ).trace_dispatch(frame, event, arg)
+            if ret is None:
+                # 1 means skipped because of filters.
+                # 2 means skipped because no breakpoints were hit.
+                cache_skips[frame_cache_key] = 2
+                return None if event == 'call' else NO_FTRACE
+
+            # IFDEF CYTHON
+            # frame.f_trace = SafeCallWrapper(ret)  # Make sure we keep the returned tracer.
+            # ELSE
+            frame.f_trace = ret  # Make sure we keep the returned tracer.
+            # ENDIF
+            return ret
+
+        except SystemExit:
+            return None if event == 'call' else NO_FTRACE
+
+        except Exception:
+            if py_db.pydb_disposed:
+                return None if event == 'call' else NO_FTRACE  # Don't log errors when we're shutting down.
+            # Log it
+            try:
+                if pydev_log_exception is not None:
+                    # This can actually happen during the interpreter shutdown in Python 2.7
+                    pydev_log_exception()
+            except:
+                # Error logging? We're really in the interpreter shutdown...
+                # (https://github.com/fabioz/PyDev.Debugger/issues/8)
+                pass
+            return None if event == 'call' else NO_FTRACE
+        finally:
+            additional_info.is_tracing -= 1
+
+
+if USE_CUSTOM_SYS_CURRENT_FRAMES_MAP:
+    # This is far from ideal, as we'll leak frames (we'll always have the last created frame, not really
+    # the last topmost frame saved -- this should be Ok for our usage, but it may leak frames and things
+    # may live longer... as IronPython is garbage-collected, things should live longer anyways, so, it
+    # shouldn't be an issue as big as it's in CPython -- it may still be annoying, but this should
+    # be a reasonable workaround until IronPython itself is able to provide that functionality).
+    #
+    # See: https://github.com/IronLanguages/main/issues/1630
+    from _pydevd_bundle.pydevd_constants import constructed_tid_to_last_frame
+
+    _original_call = ThreadTracer.__call__
+
+    def __call__(self, frame, event, arg):
+        constructed_tid_to_last_frame[self._args[1].ident] = frame
+        return _original_call(self, frame, event, arg)
+
+    ThreadTracer.__call__ = __call__
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_traceproperty.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_traceproperty.py
new file mode 100644
index 0000000..2f38e4b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_traceproperty.py
@@ -0,0 +1,92 @@
+'''For debug purpose we are replacing actual builtin property by the debug property
+'''
+from _pydevd_bundle.pydevd_comm import get_global_debugger
+from _pydev_bundle import pydev_log
+
+
+#=======================================================================================================================
+# replace_builtin_property
+#=======================================================================================================================
+def replace_builtin_property(new_property=None):
+    if new_property is None:
+        new_property = DebugProperty
+    original = property
+    try:
+        import builtins
+        builtins.__dict__['property'] = new_property
+    except:
+        pydev_log.exception()  # @Reimport
+    return original
+
+
+#=======================================================================================================================
+# DebugProperty
+#=======================================================================================================================
+class DebugProperty(object):
+    """A custom property which allows python property to get
+    controlled by the debugger and selectively disable/re-enable
+    the tracing.
+    """
+
+    def __init__(self, fget=None, fset=None, fdel=None, doc=None):
+        self.fget = fget
+        self.fset = fset
+        self.fdel = fdel
+        self.__doc__ = doc
+
+    def __get__(self, obj, objtype=None):
+        if obj is None:
+            return self
+        global_debugger = get_global_debugger()
+        try:
+            if global_debugger is not None and global_debugger.disable_property_getter_trace:
+                global_debugger.disable_tracing()
+            if self.fget is None:
+                raise AttributeError("unreadable attribute")
+            return self.fget(obj)
+        finally:
+            if global_debugger is not None:
+                global_debugger.enable_tracing()
+
+    def __set__(self, obj, value):
+        global_debugger = get_global_debugger()
+        try:
+            if global_debugger is not None and global_debugger.disable_property_setter_trace:
+                global_debugger.disable_tracing()
+            if self.fset is None:
+                raise AttributeError("can't set attribute")
+            self.fset(obj, value)
+        finally:
+            if global_debugger is not None:
+                global_debugger.enable_tracing()
+
+    def __delete__(self, obj):
+        global_debugger = get_global_debugger()
+        try:
+            if global_debugger is not None and global_debugger.disable_property_deleter_trace:
+                global_debugger.disable_tracing()
+            if self.fdel is None:
+                raise AttributeError("can't delete attribute")
+            self.fdel(obj)
+        finally:
+            if global_debugger is not None:
+                global_debugger.enable_tracing()
+
+    def getter(self, fget):
+        """Overriding getter decorator for the property
+        """
+        self.fget = fget
+        return self
+
+    def setter(self, fset):
+        """Overriding setter decorator for the property
+        """
+        self.fset = fset
+        return self
+
+    def deleter(self, fdel):
+        """Overriding deleter decorator for the property
+        """
+        self.fdel = fdel
+        return self
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_utils.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_utils.py
new file mode 100644
index 0000000..a45caa1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_utils.py
@@ -0,0 +1,511 @@
+from __future__ import nested_scopes
+import traceback
+import warnings
+from _pydev_bundle import pydev_log
+from _pydev_bundle._pydev_saved_modules import thread, threading
+from _pydev_bundle import _pydev_saved_modules
+import signal
+import os
+import ctypes
+from importlib import import_module
+from urllib.parse import quote  # @UnresolvedImport
+import time
+import inspect
+import sys
+from _pydevd_bundle.pydevd_constants import USE_CUSTOM_SYS_CURRENT_FRAMES, IS_PYPY, SUPPORT_GEVENT, \
+    GEVENT_SUPPORT_NOT_SET_MSG, GENERATED_LEN_ATTR_NAME, PYDEVD_WARN_SLOW_RESOLVE_TIMEOUT, \
+    get_global_debugger
+
+
+def save_main_module(file, module_name):
+    # patch provided by: Scott Schlesier - when script is run, it does not
+    # use globals from pydevd:
+    # This will prevent the pydevd script from contaminating the namespace for the script to be debugged
+    # pretend pydevd is not the main module, and
+    # convince the file to be debugged that it was loaded as main
+    sys.modules[module_name] = sys.modules['__main__']
+    sys.modules[module_name].__name__ = module_name
+
+    with warnings.catch_warnings():
+        warnings.simplefilter("ignore", category=DeprecationWarning)
+        warnings.simplefilter("ignore", category=PendingDeprecationWarning)
+        from imp import new_module
+
+    m = new_module('__main__')
+    sys.modules['__main__'] = m
+    if hasattr(sys.modules[module_name], '__loader__'):
+        m.__loader__ = getattr(sys.modules[module_name], '__loader__')
+    m.__file__ = file
+
+    return m
+
+
+def is_current_thread_main_thread():
+    if hasattr(threading, 'main_thread'):
+        return threading.current_thread() is threading.main_thread()
+    else:
+        return isinstance(threading.current_thread(), threading._MainThread)
+
+
+def get_main_thread():
+    if hasattr(threading, 'main_thread'):
+        return threading.main_thread()
+    else:
+        for t in threading.enumerate():
+            if isinstance(t, threading._MainThread):
+                return t
+    return None
+
+
+def to_number(x):
+    if is_string(x):
+        try:
+            n = float(x)
+            return n
+        except ValueError:
+            pass
+
+        l = x.find('(')
+        if l != -1:
+            y = x[0:l - 1]
+            # print y
+            try:
+                n = float(y)
+                return n
+            except ValueError:
+                pass
+    return None
+
+
+def compare_object_attrs_key(x):
+    if GENERATED_LEN_ATTR_NAME == x:
+        as_number = to_number(x)
+        if as_number is None:
+            as_number = 99999999
+        # len() should appear after other attributes in a list.
+        return (1, as_number)
+    else:
+        return (-1, to_string(x))
+
+
+def is_string(x):
+    return isinstance(x, str)
+
+
+def to_string(x):
+    if isinstance(x, str):
+        return x
+    else:
+        return str(x)
+
+
+def print_exc():
+    if traceback:
+        traceback.print_exc()
+
+
+def quote_smart(s, safe='/'):
+    return quote(s, safe)
+
+
+def get_clsname_for_code(code, frame):
+    clsname = None
+    if len(code.co_varnames) > 0:
+        # We are checking the first argument of the function
+        # (`self` or `cls` for methods).
+        first_arg_name = code.co_varnames[0]
+        if first_arg_name in frame.f_locals:
+            first_arg_obj = frame.f_locals[first_arg_name]
+            if inspect.isclass(first_arg_obj):  # class method
+                first_arg_class = first_arg_obj
+            else:  # instance method
+                if hasattr(first_arg_obj, "__class__"):
+                    first_arg_class = first_arg_obj.__class__
+                else:  # old style class, fall back on type
+                    first_arg_class = type(first_arg_obj)
+            func_name = code.co_name
+            if hasattr(first_arg_class, func_name):
+                method = getattr(first_arg_class, func_name)
+                func_code = None
+                if hasattr(method, 'func_code'):  # Python2
+                    func_code = method.func_code
+                elif hasattr(method, '__code__'):  # Python3
+                    func_code = method.__code__
+                if func_code and func_code == code:
+                    clsname = first_arg_class.__name__
+
+    return clsname
+
+
+def get_non_pydevd_threads():
+    threads = threading.enumerate()
+    return [t for t in threads if t and not getattr(t, 'is_pydev_daemon_thread', False)]
+
+
+if USE_CUSTOM_SYS_CURRENT_FRAMES and IS_PYPY:
+    # On PyPy we can use its fake_frames to get the traceback
+    # (instead of the actual real frames that need the tracing to be correct).
+    _tid_to_frame_for_dump_threads = sys._current_frames
+else:
+    from _pydevd_bundle.pydevd_constants import _current_frames as _tid_to_frame_for_dump_threads
+
+
+def dump_threads(stream=None, show_pydevd_threads=True):
+    '''
+    Helper to dump thread info.
+    '''
+    if stream is None:
+        stream = sys.stderr
+    thread_id_to_name_and_is_pydevd_thread = {}
+    try:
+        threading_enumerate = _pydev_saved_modules.pydevd_saved_threading_enumerate
+        if threading_enumerate is None:
+            threading_enumerate = threading.enumerate
+
+        for t in threading_enumerate():
+            is_pydevd_thread = getattr(t, 'is_pydev_daemon_thread', False)
+            thread_id_to_name_and_is_pydevd_thread[t.ident] = (
+                '%s  (daemon: %s, pydevd thread: %s)' % (t.name, t.daemon, is_pydevd_thread),
+                is_pydevd_thread
+            )
+    except:
+        pass
+
+    stream.write('===============================================================================\n')
+    stream.write('Threads running\n')
+    stream.write('================================= Thread Dump =================================\n')
+    stream.flush()
+
+    for thread_id, frame in _tid_to_frame_for_dump_threads().items():
+        name, is_pydevd_thread = thread_id_to_name_and_is_pydevd_thread.get(thread_id, (thread_id, False))
+        if not show_pydevd_threads and is_pydevd_thread:
+            continue
+
+        stream.write('\n-------------------------------------------------------------------------------\n')
+        stream.write(" Thread %s" % (name,))
+        stream.write('\n\n')
+
+        for i, (filename, lineno, name, line) in enumerate(traceback.extract_stack(frame)):
+
+            stream.write(' File "%s", line %d, in %s\n' % (filename, lineno, name))
+            if line:
+                stream.write("   %s\n" % (line.strip()))
+
+            if i == 0 and 'self' in frame.f_locals:
+                stream.write('   self: ')
+                try:
+                    stream.write(str(frame.f_locals['self']))
+                except:
+                    stream.write('Unable to get str of: %s' % (type(frame.f_locals['self']),))
+                stream.write('\n')
+        stream.flush()
+
+    stream.write('\n=============================== END Thread Dump ===============================')
+    stream.flush()
+
+
+def _extract_variable_nested_braces(char_iter):
+    expression = []
+    level = 0
+    for c in char_iter:
+        if c == '{':
+            level += 1
+        if c == '}':
+            level -= 1
+        if level == -1:
+            return ''.join(expression).strip()
+        expression.append(c)
+    raise SyntaxError('Unbalanced braces in expression.')
+
+
+def _extract_expression_list(log_message):
+    # Note: not using re because of nested braces.
+    expression = []
+    expression_vars = []
+    char_iter = iter(log_message)
+    for c in char_iter:
+        if c == '{':
+            expression_var = _extract_variable_nested_braces(char_iter)
+            if expression_var:
+                expression.append('%s')
+                expression_vars.append(expression_var)
+        else:
+            expression.append(c)
+
+    expression = ''.join(expression)
+    return expression, expression_vars
+
+
+def convert_dap_log_message_to_expression(log_message):
+    try:
+        expression, expression_vars = _extract_expression_list(log_message)
+    except SyntaxError:
+        return repr('Unbalanced braces in: %s' % (log_message))
+    if not expression_vars:
+        return repr(expression)
+    # Note: use '%' to be compatible with Python 2.6.
+    return repr(expression) + ' % (' + ', '.join(str(x) for x in expression_vars) + ',)'
+
+
+def notify_about_gevent_if_needed(stream=None):
+    '''
+    When debugging with gevent check that the gevent flag is used if the user uses the gevent
+    monkey-patching.
+
+    :return bool:
+        Returns True if a message had to be shown to the user and False otherwise.
+    '''
+    stream = stream if stream is not None else sys.stderr
+    if not SUPPORT_GEVENT:
+        gevent_monkey = sys.modules.get('gevent.monkey')
+        if gevent_monkey is not None:
+            try:
+                saved = gevent_monkey.saved
+            except AttributeError:
+                pydev_log.exception_once('Error checking for gevent monkey-patching.')
+                return False
+
+            if saved:
+                # Note: print to stderr as it may deadlock the debugger.
+                sys.stderr.write('%s\n' % (GEVENT_SUPPORT_NOT_SET_MSG,))
+                return True
+
+    return False
+
+
+def hasattr_checked(obj, name):
+    try:
+        getattr(obj, name)
+    except:
+        # i.e.: Handle any exception, not only AttributeError.
+        return False
+    else:
+        return True
+
+
+def getattr_checked(obj, name):
+    try:
+        return getattr(obj, name)
+    except:
+        # i.e.: Handle any exception, not only AttributeError.
+        return None
+
+
+def dir_checked(obj):
+    try:
+        return dir(obj)
+    except:
+        return []
+
+
+def isinstance_checked(obj, cls):
+    try:
+        return isinstance(obj, cls)
+    except:
+        return False
+
+
+class ScopeRequest(object):
+
+    __slots__ = ['variable_reference', 'scope']
+
+    def __init__(self, variable_reference, scope):
+        assert scope in ('globals', 'locals')
+        self.variable_reference = variable_reference
+        self.scope = scope
+
+    def __eq__(self, o):
+        if isinstance(o, ScopeRequest):
+            return self.variable_reference == o.variable_reference and self.scope == o.scope
+
+        return False
+
+    def __ne__(self, o):
+        return not self == o
+
+    def __hash__(self):
+        return hash((self.variable_reference, self.scope))
+
+
+class DAPGrouper(object):
+    '''
+    Note: this is a helper class to group variables on the debug adapter protocol (DAP). For
+    the xml protocol the type is just added to each variable and the UI can group/hide it as needed.
+    '''
+
+    SCOPE_SPECIAL_VARS = 'special variables'
+    SCOPE_PROTECTED_VARS = 'protected variables'
+    SCOPE_FUNCTION_VARS = 'function variables'
+    SCOPE_CLASS_VARS = 'class variables'
+
+    SCOPES_SORTED = [
+        SCOPE_SPECIAL_VARS,
+        SCOPE_PROTECTED_VARS,
+        SCOPE_FUNCTION_VARS,
+        SCOPE_CLASS_VARS,
+    ]
+
+    __slots__ = ['variable_reference', 'scope', 'contents_debug_adapter_protocol']
+
+    def __init__(self, scope):
+        self.variable_reference = id(self)
+        self.scope = scope
+        self.contents_debug_adapter_protocol = []
+
+    def get_contents_debug_adapter_protocol(self):
+        return self.contents_debug_adapter_protocol[:]
+
+    def __eq__(self, o):
+        if isinstance(o, ScopeRequest):
+            return self.variable_reference == o.variable_reference and self.scope == o.scope
+
+        return False
+
+    def __ne__(self, o):
+        return not self == o
+
+    def __hash__(self):
+        return hash((self.variable_reference, self.scope))
+
+    def __repr__(self):
+        return ''
+
+    def __str__(self):
+        return ''
+
+
+def interrupt_main_thread(main_thread):
+    '''
+    Generates a KeyboardInterrupt in the main thread by sending a Ctrl+C
+    or by calling thread.interrupt_main().
+
+    :param main_thread:
+        Needed because Jython needs main_thread._thread.interrupt() to be called.
+
+    Note: if unable to send a Ctrl+C, the KeyboardInterrupt will only be raised
+    when the next Python instruction is about to be executed (so, it won't interrupt
+    a sleep(1000)).
+    '''
+    pydev_log.debug('Interrupt main thread.')
+    called = False
+    try:
+        if os.name == 'posix':
+            # On Linux we can't interrupt 0 as in Windows because it's
+            # actually owned by a process -- on the good side, signals
+            # work much better on Linux!
+            os.kill(os.getpid(), signal.SIGINT)
+            called = True
+
+        elif os.name == 'nt':
+            # This generates a Ctrl+C only for the current process and not
+            # to the process group!
+            # Note: there doesn't seem to be any public documentation for this
+            # function (although it seems to be  present from Windows Server 2003 SP1 onwards
+            # according to: https://www.geoffchappell.com/studies/windows/win32/kernel32/api/index.htm)
+            ctypes.windll.kernel32.CtrlRoutine(0)
+
+            # The code below is deprecated because it actually sends a Ctrl+C
+            # to the process group, so, if this was a process created without
+            # passing `CREATE_NEW_PROCESS_GROUP` the  signal may be sent to the
+            # parent process and to sub-processes too (which is not ideal --
+            # for instance, when using pytest-xdist, it'll actually stop the
+            # testing, even when called in the subprocess).
+
+            # if hasattr_checked(signal, 'CTRL_C_EVENT'):
+            #     os.kill(0, signal.CTRL_C_EVENT)
+            # else:
+            #     # Python 2.6
+            #     ctypes.windll.kernel32.GenerateConsoleCtrlEvent(0, 0)
+            called = True
+
+    except:
+        # If something went wrong, fallback to interrupting when the next
+        # Python instruction is being called.
+        pydev_log.exception('Error interrupting main thread (using fallback).')
+
+    if not called:
+        try:
+            # In this case, we don't really interrupt a sleep() nor IO operations
+            # (this makes the KeyboardInterrupt be sent only when the next Python
+            # instruction is about to be executed).
+            if hasattr(thread, 'interrupt_main'):
+                thread.interrupt_main()
+            else:
+                main_thread._thread.interrupt()  # Jython
+        except:
+            pydev_log.exception('Error on interrupt main thread fallback.')
+
+
+class Timer(object):
+
+    def __init__(self, min_diff=PYDEVD_WARN_SLOW_RESOLVE_TIMEOUT):
+        self.min_diff = min_diff
+        self._curr_time = time.time()
+
+    def print_time(self, msg='Elapsed:'):
+        old = self._curr_time
+        new = self._curr_time = time.time()
+        diff = new - old
+        if diff >= self.min_diff:
+            print('%s: %.2fs' % (msg, diff))
+
+    def _report_slow(self, compute_msg, *args):
+        old = self._curr_time
+        new = self._curr_time = time.time()
+        diff = new - old
+        if diff >= self.min_diff:
+            py_db = get_global_debugger()
+            if py_db is not None:
+                msg = compute_msg(diff, *args)
+                py_db.writer.add_command(py_db.cmd_factory.make_warning_message(msg))
+
+    def report_if_compute_repr_attr_slow(self, attrs_tab_separated, attr_name, attr_type):
+        self._report_slow(self._compute_repr_slow, attrs_tab_separated, attr_name, attr_type)
+
+    def _compute_repr_slow(self, diff, attrs_tab_separated, attr_name, attr_type):
+        try:
+            attr_type = attr_type.__name__
+        except:
+            pass
+        if attrs_tab_separated:
+            return 'pydevd warning: Computing repr of %s.%s (%s) was slow (took %.2fs)\n' % (
+                attrs_tab_separated.replace('\t', '.'), attr_name, attr_type, diff)
+        else:
+            return 'pydevd warning: Computing repr of %s (%s) was slow (took %.2fs)\n' % (
+                attr_name, attr_type, diff)
+
+    def report_if_getting_attr_slow(self, cls, attr_name):
+        self._report_slow(self._compute_get_attr_slow, cls, attr_name)
+
+    def _compute_get_attr_slow(self, diff, cls, attr_name):
+        try:
+            cls = cls.__name__
+        except:
+            pass
+        return 'pydevd warning: Getting attribute %s.%s was slow (took %.2fs)\n' % (cls, attr_name, diff)
+
+
+def import_attr_from_module(import_with_attr_access):
+    if '.' not in import_with_attr_access:
+        # We need at least one '.' (we don't support just the module import, we need the attribute access too).
+        raise ImportError('Unable to import module with attr access: %s' % (import_with_attr_access,))
+
+    module_name, attr_name = import_with_attr_access.rsplit('.', 1)
+
+    while True:
+        try:
+            mod = import_module(module_name)
+        except ImportError:
+            if '.' not in module_name:
+                raise ImportError('Unable to import module with attr access: %s' % (import_with_attr_access,))
+
+            module_name, new_attr_part = module_name.rsplit('.', 1)
+            attr_name = new_attr_part + '.' + attr_name
+        else:
+            # Ok, we got the base module, now, get the attribute we need.
+            try:
+                for attr in attr_name.split('.'):
+                    mod = getattr(mod, attr)
+                return mod
+            except:
+                raise ImportError('Unable to import module with attr access: %s' % (import_with_attr_access,))
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_vars.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_vars.py
new file mode 100644
index 0000000..8010093
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_vars.py
@@ -0,0 +1,839 @@
+""" pydevd_vars deals with variables:
+    resolution/conversion to XML.
+"""
+import pickle
+from _pydevd_bundle.pydevd_constants import get_frame, get_current_thread_id, \
+    iter_chars, silence_warnings_decorator, get_global_debugger
+
+from _pydevd_bundle.pydevd_xml import ExceptionOnEvaluate, get_type, var_to_xml
+from _pydev_bundle import pydev_log
+import functools
+from _pydevd_bundle.pydevd_thread_lifecycle import resume_threads, mark_thread_suspended, suspend_all_threads
+from _pydevd_bundle.pydevd_comm_constants import CMD_SET_BREAK
+
+import sys  # @Reimport
+
+from _pydev_bundle._pydev_saved_modules import threading
+from _pydevd_bundle import pydevd_save_locals, pydevd_timeout, pydevd_constants
+from _pydev_bundle.pydev_imports import Exec, execfile
+from _pydevd_bundle.pydevd_utils import to_string
+import inspect
+from _pydevd_bundle.pydevd_daemon_thread import PyDBDaemonThread
+from _pydevd_bundle.pydevd_save_locals import update_globals_and_locals
+from functools import lru_cache
+
+SENTINEL_VALUE = []
+
+
+class VariableError(RuntimeError):
+    pass
+
+
+def iter_frames(frame):
+    while frame is not None:
+        yield frame
+        frame = frame.f_back
+    frame = None
+
+
+def dump_frames(thread_id):
+    sys.stdout.write('dumping frames\n')
+    if thread_id != get_current_thread_id(threading.current_thread()):
+        raise VariableError("find_frame: must execute on same thread")
+
+    frame = get_frame()
+    for frame in iter_frames(frame):
+        sys.stdout.write('%s\n' % pickle.dumps(frame))
+
+
+@silence_warnings_decorator
+def getVariable(dbg, thread_id, frame_id, scope, attrs):
+    """
+    returns the value of a variable
+
+    :scope: can be BY_ID, EXPRESSION, GLOBAL, LOCAL, FRAME
+
+    BY_ID means we'll traverse the list of all objects alive to get the object.
+
+    :attrs: after reaching the proper scope, we have to get the attributes until we find
+            the proper location (i.e.: obj\tattr1\tattr2)
+
+    :note: when BY_ID is used, the frame_id is considered the id of the object to find and
+           not the frame (as we don't care about the frame in this case).
+    """
+    if scope == 'BY_ID':
+        if thread_id != get_current_thread_id(threading.current_thread()):
+            raise VariableError("getVariable: must execute on same thread")
+
+        try:
+            import gc
+            objects = gc.get_objects()
+        except:
+            pass  # Not all python variants have it.
+        else:
+            frame_id = int(frame_id)
+            for var in objects:
+                if id(var) == frame_id:
+                    if attrs is not None:
+                        attrList = attrs.split('\t')
+                        for k in attrList:
+                            _type, _type_name, resolver = get_type(var)
+                            var = resolver.resolve(var, k)
+
+                    return var
+
+        # If it didn't return previously, we coudn't find it by id (i.e.: alrceady garbage collected).
+        sys.stderr.write('Unable to find object with id: %s\n' % (frame_id,))
+        return None
+
+    frame = dbg.find_frame(thread_id, frame_id)
+    if frame is None:
+        return {}
+
+    if attrs is not None:
+        attrList = attrs.split('\t')
+    else:
+        attrList = []
+
+    for attr in attrList:
+        attr.replace("@_@TAB_CHAR@_@", '\t')
+
+    if scope == 'EXPRESSION':
+        for count in range(len(attrList)):
+            if count == 0:
+                # An Expression can be in any scope (globals/locals), therefore it needs to evaluated as an expression
+                var = evaluate_expression(dbg, frame, attrList[count], False)
+            else:
+                _type, _type_name, resolver = get_type(var)
+                var = resolver.resolve(var, attrList[count])
+    else:
+        if scope == "GLOBAL":
+            var = frame.f_globals
+            del attrList[0]  # globals are special, and they get a single dummy unused attribute
+        else:
+            # in a frame access both locals and globals as Python does
+            var = {}
+            var.update(frame.f_globals)
+            var.update(frame.f_locals)
+
+        for k in attrList:
+            _type, _type_name, resolver = get_type(var)
+            var = resolver.resolve(var, k)
+
+    return var
+
+
+def resolve_compound_variable_fields(dbg, thread_id, frame_id, scope, attrs):
+    """
+    Resolve compound variable in debugger scopes by its name and attributes
+
+    :param thread_id: id of the variable's thread
+    :param frame_id: id of the variable's frame
+    :param scope: can be BY_ID, EXPRESSION, GLOBAL, LOCAL, FRAME
+    :param attrs: after reaching the proper scope, we have to get the attributes until we find
+            the proper location (i.e.: obj\tattr1\tattr2)
+    :return: a dictionary of variables's fields
+    """
+
+    var = getVariable(dbg, thread_id, frame_id, scope, attrs)
+
+    try:
+        _type, type_name, resolver = get_type(var)
+        return type_name, resolver.get_dictionary(var)
+    except:
+        pydev_log.exception('Error evaluating: thread_id: %s\nframe_id: %s\nscope: %s\nattrs: %s.',
+            thread_id, frame_id, scope, attrs)
+
+
+def resolve_var_object(var, attrs):
+    """
+    Resolve variable's attribute
+
+    :param var: an object of variable
+    :param attrs: a sequence of variable's attributes separated by \t (i.e.: obj\tattr1\tattr2)
+    :return: a value of resolved variable's attribute
+    """
+    if attrs is not None:
+        attr_list = attrs.split('\t')
+    else:
+        attr_list = []
+    for k in attr_list:
+        type, _type_name, resolver = get_type(var)
+        var = resolver.resolve(var, k)
+    return var
+
+
+def resolve_compound_var_object_fields(var, attrs):
+    """
+    Resolve compound variable by its object and attributes
+
+    :param var: an object of variable
+    :param attrs: a sequence of variable's attributes separated by \t (i.e.: obj\tattr1\tattr2)
+    :return: a dictionary of variables's fields
+    """
+    attr_list = attrs.split('\t')
+
+    for k in attr_list:
+        type, _type_name, resolver = get_type(var)
+        var = resolver.resolve(var, k)
+
+    try:
+        type, _type_name, resolver = get_type(var)
+        return resolver.get_dictionary(var)
+    except:
+        pydev_log.exception()
+
+
+def custom_operation(dbg, thread_id, frame_id, scope, attrs, style, code_or_file, operation_fn_name):
+    """
+    We'll execute the code_or_file and then search in the namespace the operation_fn_name to execute with the given var.
+
+    code_or_file: either some code (i.e.: from pprint import pprint) or a file to be executed.
+    operation_fn_name: the name of the operation to execute after the exec (i.e.: pprint)
+    """
+    expressionValue = getVariable(dbg, thread_id, frame_id, scope, attrs)
+
+    try:
+        namespace = {'__name__': '<custom_operation>'}
+        if style == "EXECFILE":
+            namespace['__file__'] = code_or_file
+            execfile(code_or_file, namespace, namespace)
+        else:  # style == EXEC
+            namespace['__file__'] = '<customOperationCode>'
+            Exec(code_or_file, namespace, namespace)
+
+        return str(namespace[operation_fn_name](expressionValue))
+    except:
+        pydev_log.exception()
+
+
+@lru_cache(3)
+def _expression_to_evaluate(expression):
+    keepends = True
+    lines = expression.splitlines(keepends)
+    # find first non-empty line
+    chars_to_strip = 0
+    for line in lines:
+        if line.strip():  # i.e.: check first non-empty line
+            for c in iter_chars(line):
+                if c.isspace():
+                    chars_to_strip += 1
+                else:
+                    break
+            break
+
+    if chars_to_strip:
+        # I.e.: check that the chars we'll remove are really only whitespaces.
+        proceed = True
+        new_lines = []
+        for line in lines:
+            if not proceed:
+                break
+            for c in iter_chars(line[:chars_to_strip]):
+                if not c.isspace():
+                    proceed = False
+                    break
+
+            new_lines.append(line[chars_to_strip:])
+
+        if proceed:
+            if isinstance(expression, bytes):
+                expression = b''.join(new_lines)
+            else:
+                expression = u''.join(new_lines)
+
+    return expression
+
+
+def eval_in_context(expression, global_vars, local_vars, py_db=None):
+    result = None
+    try:
+        compiled = compile_as_eval(expression)
+        is_async = inspect.CO_COROUTINE & compiled.co_flags == inspect.CO_COROUTINE
+
+        if is_async:
+            if py_db is None:
+                py_db = get_global_debugger()
+                if py_db is None:
+                    raise RuntimeError('Cannot evaluate async without py_db.')
+            t = _EvalAwaitInNewEventLoop(py_db, compiled, global_vars, local_vars)
+            t.start()
+            t.join()
+
+            if t.exc:
+                raise t.exc[1].with_traceback(t.exc[2])
+            else:
+                result = t.evaluated_value
+        else:
+            result = eval(compiled, global_vars, local_vars)
+    except (Exception, KeyboardInterrupt):
+        etype, result, tb = sys.exc_info()
+        result = ExceptionOnEvaluate(result, etype, tb)
+
+        # Ok, we have the initial error message, but let's see if we're dealing with a name mangling error...
+        try:
+            if '.__' in expression:
+                # Try to handle '__' name mangling (for simple cases such as self.__variable.__another_var).
+                split = expression.split('.')
+                entry = split[0]
+
+                if local_vars is None:
+                    local_vars = global_vars
+                curr = local_vars[entry]  # Note: we want the KeyError if it's not there.
+                for entry in split[1:]:
+                    if entry.startswith('__') and not hasattr(curr, entry):
+                        entry = '_%s%s' % (curr.__class__.__name__, entry)
+                    curr = getattr(curr, entry)
+
+                result = curr
+        except:
+            pass
+    return result
+
+
+def _run_with_interrupt_thread(original_func, py_db, curr_thread, frame, expression, is_exec):
+    on_interrupt_threads = None
+    timeout_tracker = py_db.timeout_tracker  # : :type timeout_tracker: TimeoutTracker
+
+    interrupt_thread_timeout = pydevd_constants.PYDEVD_INTERRUPT_THREAD_TIMEOUT
+
+    if interrupt_thread_timeout > 0:
+        on_interrupt_threads = pydevd_timeout.create_interrupt_this_thread_callback()
+        pydev_log.info('Doing evaluate with interrupt threads timeout: %s.', interrupt_thread_timeout)
+
+    if on_interrupt_threads is None:
+        return original_func(py_db, frame, expression, is_exec)
+    else:
+        with timeout_tracker.call_on_timeout(interrupt_thread_timeout, on_interrupt_threads):
+            return original_func(py_db, frame, expression, is_exec)
+
+
+def _run_with_unblock_threads(original_func, py_db, curr_thread, frame, expression, is_exec):
+    on_timeout_unblock_threads = None
+    timeout_tracker = py_db.timeout_tracker  # : :type timeout_tracker: TimeoutTracker
+
+    if py_db.multi_threads_single_notification:
+        unblock_threads_timeout = pydevd_constants.PYDEVD_UNBLOCK_THREADS_TIMEOUT
+    else:
+        unblock_threads_timeout = -1  # Don't use this if threads are managed individually.
+
+    if unblock_threads_timeout >= 0:
+        pydev_log.info('Doing evaluate with unblock threads timeout: %s.', unblock_threads_timeout)
+        tid = get_current_thread_id(curr_thread)
+
+        def on_timeout_unblock_threads():
+            on_timeout_unblock_threads.called = True
+            pydev_log.info('Resuming threads after evaluate timeout.')
+            resume_threads('*', except_thread=curr_thread)
+            py_db.threads_suspended_single_notification.on_thread_resume(tid)
+
+        on_timeout_unblock_threads.called = False
+
+    try:
+        if on_timeout_unblock_threads is None:
+            return _run_with_interrupt_thread(original_func, py_db, curr_thread, frame, expression, is_exec)
+        else:
+            with timeout_tracker.call_on_timeout(unblock_threads_timeout, on_timeout_unblock_threads):
+                return _run_with_interrupt_thread(original_func, py_db, curr_thread, frame, expression, is_exec)
+
+    finally:
+        if on_timeout_unblock_threads is not None and on_timeout_unblock_threads.called:
+            mark_thread_suspended(curr_thread, CMD_SET_BREAK)
+            py_db.threads_suspended_single_notification.increment_suspend_time()
+            suspend_all_threads(py_db, except_thread=curr_thread)
+            py_db.threads_suspended_single_notification.on_thread_suspend(tid, CMD_SET_BREAK)
+
+
+def _evaluate_with_timeouts(original_func):
+    '''
+    Provides a decorator that wraps the original evaluate to deal with slow evaluates.
+
+    If some evaluation is too slow, we may show a message, resume threads or interrupt them
+    as needed (based on the related configurations).
+    '''
+
+    @functools.wraps(original_func)
+    def new_func(py_db, frame, expression, is_exec):
+        if py_db is None:
+            # Only for testing...
+            pydev_log.critical('_evaluate_with_timeouts called without py_db!')
+            return original_func(py_db, frame, expression, is_exec)
+        warn_evaluation_timeout = pydevd_constants.PYDEVD_WARN_EVALUATION_TIMEOUT
+        curr_thread = threading.current_thread()
+
+        def on_warn_evaluation_timeout():
+            py_db.writer.add_command(py_db.cmd_factory.make_evaluation_timeout_msg(
+                py_db, expression, curr_thread))
+
+        timeout_tracker = py_db.timeout_tracker  # : :type timeout_tracker: TimeoutTracker
+        with timeout_tracker.call_on_timeout(warn_evaluation_timeout, on_warn_evaluation_timeout):
+            return _run_with_unblock_threads(original_func, py_db, curr_thread, frame, expression, is_exec)
+
+    return new_func
+
+
+_ASYNC_COMPILE_FLAGS = None
+try:
+    from ast import PyCF_ALLOW_TOP_LEVEL_AWAIT
+    _ASYNC_COMPILE_FLAGS = PyCF_ALLOW_TOP_LEVEL_AWAIT
+except:
+    pass
+
+
+def compile_as_eval(expression):
+    '''
+
+    :param expression:
+        The expression to be _compiled.
+
+    :return: code object
+
+    :raises Exception if the expression cannot be evaluated.
+    '''
+    expression_to_evaluate = _expression_to_evaluate(expression)
+    if _ASYNC_COMPILE_FLAGS is not None:
+        return compile(expression_to_evaluate, '<string>', 'eval', _ASYNC_COMPILE_FLAGS)
+    else:
+        return compile(expression_to_evaluate, '<string>', 'eval')
+
+
+def _compile_as_exec(expression):
+    '''
+
+    :param expression:
+        The expression to be _compiled.
+
+    :return: code object
+
+    :raises Exception if the expression cannot be evaluated.
+    '''
+    expression_to_evaluate = _expression_to_evaluate(expression)
+    if _ASYNC_COMPILE_FLAGS is not None:
+        return compile(expression_to_evaluate, '<string>', 'exec', _ASYNC_COMPILE_FLAGS)
+    else:
+        return compile(expression_to_evaluate, '<string>', 'exec')
+
+
+class _EvalAwaitInNewEventLoop(PyDBDaemonThread):
+
+    def __init__(self, py_db, compiled, updated_globals, updated_locals):
+        PyDBDaemonThread.__init__(self, py_db)
+        self._compiled = compiled
+        self._updated_globals = updated_globals
+        self._updated_locals = updated_locals
+
+        # Output
+        self.evaluated_value = None
+        self.exc = None
+
+    async def _async_func(self):
+        return await eval(self._compiled, self._updated_locals, self._updated_globals)
+
+    def _on_run(self):
+        try:
+            import asyncio
+            loop = asyncio.new_event_loop()
+            asyncio.set_event_loop(loop)
+            self.evaluated_value = asyncio.run(self._async_func())
+        except:
+            self.exc = sys.exc_info()
+
+
+@_evaluate_with_timeouts
+def evaluate_expression(py_db, frame, expression, is_exec):
+    '''
+    :param str expression:
+        The expression to be evaluated.
+
+        Note that if the expression is indented it's automatically dedented (based on the indentation
+        found on the first non-empty line).
+
+        i.e.: something as:
+
+        `
+            def method():
+                a = 1
+        `
+
+        becomes:
+
+        `
+        def method():
+            a = 1
+        `
+
+        Also, it's possible to evaluate calls with a top-level await (currently this is done by
+        creating a new event loop in a new thread and making the evaluate at that thread -- note
+        that this is still done synchronously so the evaluation has to finish before this
+        function returns).
+
+    :param is_exec: determines if we should do an exec or an eval.
+        There are some changes in this function depending on whether it's an exec or an eval.
+
+        When it's an exec (i.e.: is_exec==True):
+            This function returns None.
+            Any exception that happens during the evaluation is reraised.
+            If the expression could actually be evaluated, the variable is printed to the console if not None.
+
+        When it's an eval (i.e.: is_exec==False):
+            This function returns the result from the evaluation.
+            If some exception happens in this case, the exception is caught and a ExceptionOnEvaluate is returned.
+            Also, in this case we try to resolve name-mangling (i.e.: to be able to add a self.__my_var watch).
+
+    :param py_db:
+        The debugger. Only needed if some top-level await is detected (for creating a
+        PyDBDaemonThread).
+    '''
+    if frame is None:
+        return
+
+    # This is very tricky. Some statements can change locals and use them in the same
+    # call (see https://github.com/microsoft/debugpy/issues/815), also, if locals and globals are
+    # passed separately, it's possible that one gets updated but apparently Python will still
+    # try to load from the other, so, what's done is that we merge all in a single dict and
+    # then go on and update the frame with the results afterwards.
+
+    # -- see tests in test_evaluate_expression.py
+
+    # This doesn't work because the variables aren't updated in the locals in case the
+    # evaluation tries to set a variable and use it in the same expression.
+    # updated_globals = frame.f_globals
+    # updated_locals = frame.f_locals
+
+    # This doesn't work because the variables aren't updated in the locals in case the
+    # evaluation tries to set a variable and use it in the same expression.
+    # updated_globals = {}
+    # updated_globals.update(frame.f_globals)
+    # updated_globals.update(frame.f_locals)
+    #
+    # updated_locals = frame.f_locals
+
+    # This doesn't work either in the case where the evaluation tries to set a variable and use
+    # it in the same expression (I really don't know why as it seems like this *should* work
+    # in theory but doesn't in practice).
+    # updated_globals = {}
+    # updated_globals.update(frame.f_globals)
+    #
+    # updated_locals = {}
+    # updated_globals.update(frame.f_locals)
+
+    # This is the only case that worked consistently to run the tests in test_evaluate_expression.py
+    # It's a bit unfortunate because although the exec works in this case, we have to manually
+    # put the updates in the frame locals afterwards.
+    updated_globals = {}
+    updated_globals.update(frame.f_globals)
+    updated_globals.update(frame.f_locals)
+
+    initial_globals = updated_globals.copy()
+
+    updated_locals = None
+
+    try:
+        expression = expression.replace('@LINE@', '\n')
+
+        if is_exec:
+            try:
+                # Try to make it an eval (if it is an eval we can print it, otherwise we'll exec it and
+                # it will have whatever the user actually did)
+                compiled = compile_as_eval(expression)
+            except Exception:
+                compiled = None
+
+            if compiled is None:
+                try:
+                    compiled = _compile_as_exec(expression)
+                    is_async = inspect.CO_COROUTINE & compiled.co_flags == inspect.CO_COROUTINE
+                    if is_async:
+                        t = _EvalAwaitInNewEventLoop(py_db, compiled, updated_globals, updated_locals)
+                        t.start()
+                        t.join()
+
+                        if t.exc:
+                            raise t.exc[1].with_traceback(t.exc[2])
+                    else:
+                        Exec(compiled, updated_globals, updated_locals)
+                finally:
+                    # Update the globals even if it errored as it may have partially worked.
+                    update_globals_and_locals(updated_globals, initial_globals, frame)
+            else:
+                is_async = inspect.CO_COROUTINE & compiled.co_flags == inspect.CO_COROUTINE
+                if is_async:
+                    t = _EvalAwaitInNewEventLoop(py_db, compiled, updated_globals, updated_locals)
+                    t.start()
+                    t.join()
+
+                    if t.exc:
+                        raise t.exc[1].with_traceback(t.exc[2])
+                    else:
+                        result = t.evaluated_value
+                else:
+                    result = eval(compiled, updated_globals, updated_locals)
+                if result is not None:  # Only print if it's not None (as python does)
+                    sys.stdout.write('%s\n' % (result,))
+            return
+
+        else:
+            ret = eval_in_context(expression, updated_globals, updated_locals, py_db)
+            try:
+                is_exception_returned = ret.__class__ == ExceptionOnEvaluate
+            except:
+                pass
+            else:
+                if not is_exception_returned:
+                    # i.e.: by using a walrus assignment (:=), expressions can change the locals,
+                    # so, make sure that we save the locals back to the frame.
+                    update_globals_and_locals(updated_globals, initial_globals, frame)
+            return ret
+    finally:
+        # Should not be kept alive if an exception happens and this frame is kept in the stack.
+        del updated_globals
+        del updated_locals
+        del initial_globals
+        del frame
+
+
+def change_attr_expression(frame, attr, expression, dbg, value=SENTINEL_VALUE):
+    '''Changes some attribute in a given frame.
+    '''
+    if frame is None:
+        return
+
+    try:
+        expression = expression.replace('@LINE@', '\n')
+
+        if dbg.plugin and value is SENTINEL_VALUE:
+            result = dbg.plugin.change_variable(frame, attr, expression)
+            if result:
+                return result
+
+        if attr[:7] == "Globals":
+            attr = attr[8:]
+            if attr in frame.f_globals:
+                if value is SENTINEL_VALUE:
+                    value = eval(expression, frame.f_globals, frame.f_locals)
+                frame.f_globals[attr] = value
+                return frame.f_globals[attr]
+        else:
+            if '.' not in attr:  # i.e.: if we have a '.', we're changing some attribute of a local var.
+                if pydevd_save_locals.is_save_locals_available():
+                    if value is SENTINEL_VALUE:
+                        value = eval(expression, frame.f_globals, frame.f_locals)
+                    frame.f_locals[attr] = value
+                    pydevd_save_locals.save_locals(frame)
+                    return frame.f_locals[attr]
+
+            # i.e.: case with '.' or save locals not available (just exec the assignment in the frame).
+            if value is SENTINEL_VALUE:
+                value = eval(expression, frame.f_globals, frame.f_locals)
+            result = value
+            Exec('%s=%s' % (attr, expression), frame.f_globals, frame.f_locals)
+            return result
+
+    except Exception:
+        pydev_log.exception()
+
+
+MAXIMUM_ARRAY_SIZE = 100
+MAX_SLICE_SIZE = 1000
+
+
+def table_like_struct_to_xml(array, name, roffset, coffset, rows, cols, format):
+    _, type_name, _ = get_type(array)
+    if type_name == 'ndarray':
+        array, metaxml, r, c, f = array_to_meta_xml(array, name, format)
+        xml = metaxml
+        format = '%' + f
+        if rows == -1 and cols == -1:
+            rows = r
+            cols = c
+        xml += array_to_xml(array, roffset, coffset, rows, cols, format)
+    elif type_name == 'DataFrame':
+        xml = dataframe_to_xml(array, name, roffset, coffset, rows, cols, format)
+    else:
+        raise VariableError("Do not know how to convert type %s to table" % (type_name))
+
+    return "<xml>%s</xml>" % xml
+
+
+def array_to_xml(array, roffset, coffset, rows, cols, format):
+    xml = ""
+    rows = min(rows, MAXIMUM_ARRAY_SIZE)
+    cols = min(cols, MAXIMUM_ARRAY_SIZE)
+
+    # there is no obvious rule for slicing (at least 5 choices)
+    if len(array) == 1 and (rows > 1 or cols > 1):
+        array = array[0]
+    if array.size > len(array):
+        array = array[roffset:, coffset:]
+        rows = min(rows, len(array))
+        cols = min(cols, len(array[0]))
+        if len(array) == 1:
+            array = array[0]
+    elif array.size == len(array):
+        if roffset == 0 and rows == 1:
+            array = array[coffset:]
+            cols = min(cols, len(array))
+        elif coffset == 0 and cols == 1:
+            array = array[roffset:]
+            rows = min(rows, len(array))
+
+    xml += "<arraydata rows=\"%s\" cols=\"%s\"/>" % (rows, cols)
+    for row in range(rows):
+        xml += "<row index=\"%s\"/>" % to_string(row)
+        for col in range(cols):
+            value = array
+            if rows == 1 or cols == 1:
+                if rows == 1 and cols == 1:
+                    value = array[0]
+                else:
+                    if rows == 1:
+                        dim = col
+                    else:
+                        dim = row
+                    value = array[dim]
+                    if "ndarray" in str(type(value)):
+                        value = value[0]
+            else:
+                value = array[row][col]
+            value = format % value
+            xml += var_to_xml(value, '')
+    return xml
+
+
+def array_to_meta_xml(array, name, format):
+    type = array.dtype.kind
+    slice = name
+    l = len(array.shape)
+
+    # initial load, compute slice
+    if format == '%':
+        if l > 2:
+            slice += '[0]' * (l - 2)
+            for r in range(l - 2):
+                array = array[0]
+        if type == 'f':
+            format = '.5f'
+        elif type == 'i' or type == 'u':
+            format = 'd'
+        else:
+            format = 's'
+    else:
+        format = format.replace('%', '')
+
+    l = len(array.shape)
+    reslice = ""
+    if l > 2:
+        raise Exception("%s has more than 2 dimensions." % slice)
+    elif l == 1:
+        # special case with 1D arrays arr[i, :] - row, but arr[:, i] - column with equal shape and ndim
+        # http://stackoverflow.com/questions/16837946/numpy-a-2-rows-1-column-file-loadtxt-returns-1row-2-columns
+        # explanation: http://stackoverflow.com/questions/15165170/how-do-i-maintain-row-column-orientation-of-vectors-in-numpy?rq=1
+        # we use kind of a hack - get information about memory from C_CONTIGUOUS
+        is_row = array.flags['C_CONTIGUOUS']
+
+        if is_row:
+            rows = 1
+            cols = min(len(array), MAX_SLICE_SIZE)
+            if cols < len(array):
+                reslice = '[0:%s]' % (cols)
+            array = array[0:cols]
+        else:
+            cols = 1
+            rows = min(len(array), MAX_SLICE_SIZE)
+            if rows < len(array):
+                reslice = '[0:%s]' % (rows)
+            array = array[0:rows]
+    elif l == 2:
+        rows = min(array.shape[-2], MAX_SLICE_SIZE)
+        cols = min(array.shape[-1], MAX_SLICE_SIZE)
+        if cols < array.shape[-1] or rows < array.shape[-2]:
+            reslice = '[0:%s, 0:%s]' % (rows, cols)
+        array = array[0:rows, 0:cols]
+
+    # avoid slice duplication
+    if not slice.endswith(reslice):
+        slice += reslice
+
+    bounds = (0, 0)
+    if type in "biufc":
+        bounds = (array.min(), array.max())
+    xml = '<array slice=\"%s\" rows=\"%s\" cols=\"%s\" format=\"%s\" type=\"%s\" max=\"%s\" min=\"%s\"/>' % \
+          (slice, rows, cols, format, type, bounds[1], bounds[0])
+    return array, xml, rows, cols, format
+
+
+def dataframe_to_xml(df, name, roffset, coffset, rows, cols, format):
+    """
+    :type df: pandas.core.frame.DataFrame
+    :type name: str
+    :type coffset: int
+    :type roffset: int
+    :type rows: int
+    :type cols: int
+    :type format: str
+
+
+    """
+    num_rows = min(df.shape[0], MAX_SLICE_SIZE)
+    num_cols = min(df.shape[1], MAX_SLICE_SIZE)
+    if (num_rows, num_cols) != df.shape:
+        df = df.iloc[0:num_rows, 0: num_cols]
+        slice = '.iloc[0:%s, 0:%s]' % (num_rows, num_cols)
+    else:
+        slice = ''
+    slice = name + slice
+    xml = '<array slice=\"%s\" rows=\"%s\" cols=\"%s\" format=\"\" type=\"\" max=\"0\" min=\"0\"/>\n' % \
+          (slice, num_rows, num_cols)
+
+    if (rows, cols) == (-1, -1):
+        rows, cols = num_rows, num_cols
+
+    rows = min(rows, MAXIMUM_ARRAY_SIZE)
+    cols = min(min(cols, MAXIMUM_ARRAY_SIZE), num_cols)
+    # need to precompute column bounds here before slicing!
+    col_bounds = [None] * cols
+    for col in range(cols):
+        dtype = df.dtypes.iloc[coffset + col].kind
+        if dtype in "biufc":
+            cvalues = df.iloc[:, coffset + col]
+            bounds = (cvalues.min(), cvalues.max())
+        else:
+            bounds = (0, 0)
+        col_bounds[col] = bounds
+
+    df = df.iloc[roffset: roffset + rows, coffset: coffset + cols]
+    rows, cols = df.shape
+
+    xml += "<headerdata rows=\"%s\" cols=\"%s\">\n" % (rows, cols)
+    format = format.replace('%', '')
+    col_formats = []
+
+    get_label = lambda label: str(label) if not isinstance(label, tuple) else '/'.join(map(str, label))
+
+    for col in range(cols):
+        dtype = df.dtypes.iloc[col].kind
+        if dtype == 'f' and format:
+            fmt = format
+        elif dtype == 'f':
+            fmt = '.5f'
+        elif dtype == 'i' or dtype == 'u':
+            fmt = 'd'
+        else:
+            fmt = 's'
+        col_formats.append('%' + fmt)
+        bounds = col_bounds[col]
+
+        xml += '<colheader index=\"%s\" label=\"%s\" type=\"%s\" format=\"%s\" max=\"%s\" min=\"%s\" />\n' % \
+               (str(col), get_label(df.axes[1].values[col]), dtype, fmt, bounds[1], bounds[0])
+    for row, label in enumerate(iter(df.axes[0])):
+        xml += "<rowheader index=\"%s\" label = \"%s\"/>\n" % \
+               (str(row), get_label(label))
+    xml += "</headerdata>\n"
+    xml += "<arraydata rows=\"%s\" cols=\"%s\"/>\n" % (rows, cols)
+    for row in range(rows):
+        xml += "<row index=\"%s\"/>\n" % str(row)
+        for col in range(cols):
+            value = df.iat[row, col]
+            value = col_formats[col] % value
+            xml += var_to_xml(value, '')
+    return xml
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_vm_type.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_vm_type.py
new file mode 120000
index 0000000..c010ce1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_vm_type.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a2/c3/e1/8220d1714eba2855107df511484b751b12ec4b907e0ee5754e11d1fec6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_xml.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_xml.py
new file mode 100644
index 0000000..dcd1cdc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_xml.py
@@ -0,0 +1,399 @@
+from _pydev_bundle import pydev_log
+from _pydevd_bundle import pydevd_extension_utils
+from _pydevd_bundle import pydevd_resolver
+import sys
+from _pydevd_bundle.pydevd_constants import BUILTINS_MODULE_NAME, MAXIMUM_VARIABLE_REPRESENTATION_SIZE, \
+    RETURN_VALUES_DICT, LOAD_VALUES_ASYNC, DEFAULT_VALUE
+from _pydev_bundle.pydev_imports import quote
+from _pydevd_bundle.pydevd_extension_api import TypeResolveProvider, StrPresentationProvider
+from _pydevd_bundle.pydevd_utils import isinstance_checked, hasattr_checked, DAPGrouper
+from _pydevd_bundle.pydevd_resolver import get_var_scope
+
+try:
+    import types
+
+    frame_type = types.FrameType
+except:
+    frame_type = None
+
+
+def make_valid_xml_value(s):
+    # Same thing as xml.sax.saxutils.escape but also escaping double quotes.
+    return s.replace("&", "&amp;").replace('<', '&lt;').replace('>', '&gt;').replace('"', '&quot;')
+
+
+class ExceptionOnEvaluate:
+
+    def __init__(self, result, etype, tb):
+        self.result = result
+        self.etype = etype
+        self.tb = tb
+
+
+_IS_JYTHON = sys.platform.startswith("java")
+
+
+def _create_default_type_map():
+    default_type_map = [
+        # None means that it should not be treated as a compound variable
+
+        # isintance does not accept a tuple on some versions of python, so, we must declare it expanded
+        (type(None), None,),
+        (int, None),
+        (float, None),
+        (complex, None),
+        (str, None),
+        (tuple, pydevd_resolver.tupleResolver),
+        (list, pydevd_resolver.tupleResolver),
+        (dict, pydevd_resolver.dictResolver),
+    ]
+    try:
+        from collections import OrderedDict
+        default_type_map.insert(0, (OrderedDict, pydevd_resolver.orderedDictResolver))
+        # we should put it before dict
+    except:
+        pass
+
+    try:
+        default_type_map.append((long, None))  # @UndefinedVariable
+    except:
+        pass  # not available on all python versions
+
+    default_type_map.append((DAPGrouper, pydevd_resolver.dapGrouperResolver))
+
+    try:
+        default_type_map.append((set, pydevd_resolver.setResolver))
+    except:
+        pass  # not available on all python versions
+
+    try:
+        default_type_map.append((frozenset, pydevd_resolver.setResolver))
+    except:
+        pass  # not available on all python versions
+
+    try:
+        from django.utils.datastructures import MultiValueDict
+        default_type_map.insert(0, (MultiValueDict, pydevd_resolver.multiValueDictResolver))
+        # we should put it before dict
+    except:
+        pass  # django may not be installed
+
+    try:
+        from django.forms import BaseForm
+        default_type_map.insert(0, (BaseForm, pydevd_resolver.djangoFormResolver))
+        # we should put it before instance resolver
+    except:
+        pass  # django may not be installed
+
+    try:
+        from collections import deque
+        default_type_map.append((deque, pydevd_resolver.dequeResolver))
+    except:
+        pass
+
+    if frame_type is not None:
+        default_type_map.append((frame_type, pydevd_resolver.frameResolver))
+
+    if _IS_JYTHON:
+        from org.python import core  # @UnresolvedImport
+        default_type_map.append((core.PyNone, None))
+        default_type_map.append((core.PyInteger, None))
+        default_type_map.append((core.PyLong, None))
+        default_type_map.append((core.PyFloat, None))
+        default_type_map.append((core.PyComplex, None))
+        default_type_map.append((core.PyString, None))
+        default_type_map.append((core.PyTuple, pydevd_resolver.tupleResolver))
+        default_type_map.append((core.PyList, pydevd_resolver.tupleResolver))
+        default_type_map.append((core.PyDictionary, pydevd_resolver.dictResolver))
+        default_type_map.append((core.PyStringMap, pydevd_resolver.dictResolver))
+
+        if hasattr(core, 'PyJavaInstance'):
+            # Jython 2.5b3 removed it.
+            default_type_map.append((core.PyJavaInstance, pydevd_resolver.instanceResolver))
+
+    return default_type_map
+
+
+class TypeResolveHandler(object):
+    NO_PROVIDER = []  # Sentinel value (any mutable object to be used as a constant would be valid).
+
+    def __init__(self):
+        # Note: don't initialize with the types we already know about so that the extensions can override
+        # the default resolvers that are already available if they want.
+        self._type_to_resolver_cache = {}
+        self._type_to_str_provider_cache = {}
+        self._initialized = False
+
+    def _initialize(self):
+        self._default_type_map = _create_default_type_map()
+        self._resolve_providers = pydevd_extension_utils.extensions_of_type(TypeResolveProvider)
+        self._str_providers = pydevd_extension_utils.extensions_of_type(StrPresentationProvider)
+        self._initialized = True
+
+    def get_type(self, o):
+        try:
+            try:
+                # Faster than type(o) as we don't need the function call.
+                type_object = o.__class__  # could fail here
+                type_name = type_object.__name__
+                return self._get_type(o, type_object, type_name)  # could fail here
+            except:
+                # Not all objects have __class__ (i.e.: there are bad bindings around).
+                type_object = type(o)
+                type_name = type_object.__name__
+
+                try:
+                    return self._get_type(o, type_object, type_name)
+                except:
+                    if isinstance(type_object, type):
+                        # If it's still something manageable, use the default resolver, otherwise
+                        # fallback to saying that it wasn't possible to get any info on it.
+                        return type_object, str(type_name), pydevd_resolver.defaultResolver
+
+                    return 'Unable to get Type', 'Unable to get Type', None
+        except:
+            # This happens for org.python.core.InitModule
+            return 'Unable to get Type', 'Unable to get Type', None
+
+    def _get_type(self, o, type_object, type_name):
+        # Note: we could have an exception here if the type_object is not hashable...
+        resolver = self._type_to_resolver_cache.get(type_object)
+        if resolver is not None:
+            return type_object, type_name, resolver
+
+        if not self._initialized:
+            self._initialize()
+
+        try:
+            for resolver in self._resolve_providers:
+                if resolver.can_provide(type_object, type_name):
+                    # Cache it
+                    self._type_to_resolver_cache[type_object] = resolver
+                    return type_object, type_name, resolver
+
+            for t in self._default_type_map:
+                if isinstance_checked(o, t[0]):
+                    # Cache it
+                    resolver = t[1]
+                    self._type_to_resolver_cache[type_object] = resolver
+                    return (type_object, type_name, resolver)
+        except:
+            pydev_log.exception()
+
+        # No match return default (and cache it).
+        resolver = pydevd_resolver.defaultResolver
+        self._type_to_resolver_cache[type_object] = resolver
+        return type_object, type_name, resolver
+
+    if _IS_JYTHON:
+        _base_get_type = _get_type
+
+        def _get_type(self, o, type_object, type_name):
+            if type_name == 'org.python.core.PyJavaInstance':
+                return type_object, type_name, pydevd_resolver.instanceResolver
+
+            if type_name == 'org.python.core.PyArray':
+                return type_object, type_name, pydevd_resolver.jyArrayResolver
+
+            return self._base_get_type(o, type_object, type_name)
+
+    def str_from_providers(self, o, type_object, type_name):
+        provider = self._type_to_str_provider_cache.get(type_object)
+
+        if provider is self.NO_PROVIDER:
+            return None
+
+        if provider is not None:
+            return provider.get_str(o)
+
+        if not self._initialized:
+            self._initialize()
+
+        for provider in self._str_providers:
+            if provider.can_provide(type_object, type_name):
+                self._type_to_str_provider_cache[type_object] = provider
+                try:
+                    return provider.get_str(o)
+                except:
+                    pydev_log.exception("Error when getting str with custom provider: %s." % (provider,))
+
+        self._type_to_str_provider_cache[type_object] = self.NO_PROVIDER
+        return None
+
+
+_TYPE_RESOLVE_HANDLER = TypeResolveHandler()
+
+"""
+def get_type(o):
+    Receives object and returns a triple (type_object, type_string, resolver).
+
+    resolver != None means that variable is a container, and should be displayed as a hierarchy.
+
+    Use the resolver to get its attributes.
+
+    All container objects (i.e.: dict, list, tuple, object, etc) should have a resolver.
+"""
+get_type = _TYPE_RESOLVE_HANDLER.get_type
+
+_str_from_providers = _TYPE_RESOLVE_HANDLER.str_from_providers
+
+
+def is_builtin(x):
+    return getattr(x, '__module__', None) == BUILTINS_MODULE_NAME
+
+
+def should_evaluate_full_value(val):
+    return not LOAD_VALUES_ASYNC or (is_builtin(type(val)) and not isinstance_checked(val, (list, tuple, dict)))
+
+
+def return_values_from_dict_to_xml(return_dict):
+    res = []
+    for name, val in return_dict.items():
+        res.append(var_to_xml(val, name, additional_in_xml=' isRetVal="True"'))
+    return ''.join(res)
+
+
+def frame_vars_to_xml(frame_f_locals, hidden_ns=None):
+    """ dumps frame variables to XML
+    <var name="var_name" scope="local" type="type" value="value"/>
+    """
+    xml = []
+
+    keys = sorted(frame_f_locals)
+
+    return_values_xml = []
+
+    for k in keys:
+        try:
+            v = frame_f_locals[k]
+            eval_full_val = should_evaluate_full_value(v)
+
+            if k == '_pydev_stop_at_break':
+                continue
+
+            if k == RETURN_VALUES_DICT:
+                for name, val in v.items():
+                    return_values_xml.append(var_to_xml(val, name, additional_in_xml=' isRetVal="True"'))
+
+            else:
+                if hidden_ns is not None and k in hidden_ns:
+                    xml.append(var_to_xml(v, str(k), additional_in_xml=' isIPythonHidden="True"',
+                                      evaluate_full_value=eval_full_val))
+                else:
+                    xml.append(var_to_xml(v, str(k), evaluate_full_value=eval_full_val))
+        except Exception:
+            pydev_log.exception("Unexpected error, recovered safely.")
+
+    # Show return values as the first entry.
+    return_values_xml.extend(xml)
+    return ''.join(return_values_xml)
+
+
+def get_variable_details(val, evaluate_full_value=True, to_string=None):
+    try:
+        # This should be faster than isinstance (but we have to protect against not having a '__class__' attribute).
+        is_exception_on_eval = val.__class__ == ExceptionOnEvaluate
+    except:
+        is_exception_on_eval = False
+
+    if is_exception_on_eval:
+        v = val.result
+    else:
+        v = val
+
+    _type, type_name, resolver = get_type(v)
+    type_qualifier = getattr(_type, "__module__", "")
+    if not evaluate_full_value:
+        value = DEFAULT_VALUE
+    else:
+        try:
+            str_from_provider = _str_from_providers(v, _type, type_name)
+            if str_from_provider is not None:
+                value = str_from_provider
+
+            elif to_string is not None:
+                value = to_string(v)
+
+            elif hasattr_checked(v, '__class__'):
+                if v.__class__ == frame_type:
+                    value = pydevd_resolver.frameResolver.get_frame_name(v)
+
+                elif v.__class__ in (list, tuple):
+                    if len(v) > 300:
+                        value = '%s: %s' % (str(v.__class__), '<Too big to print. Len: %s>' % (len(v),))
+                    else:
+                        value = '%s: %s' % (str(v.__class__), v)
+                else:
+                    try:
+                        cName = str(v.__class__)
+                        if cName.find('.') != -1:
+                            cName = cName.split('.')[-1]
+
+                        elif cName.find("'") != -1:  # does not have '.' (could be something like <type 'int'>)
+                            cName = cName[cName.index("'") + 1:]
+
+                        if cName.endswith("'>"):
+                            cName = cName[:-2]
+                    except:
+                        cName = str(v.__class__)
+
+                    value = '%s: %s' % (cName, v)
+            else:
+                value = str(v)
+        except:
+            try:
+                value = repr(v)
+            except:
+                value = 'Unable to get repr for %s' % v.__class__
+
+    # fix to work with unicode values
+    try:
+        if value.__class__ == bytes:
+            value = value.decode('utf-8', 'replace')
+    except TypeError:
+        pass
+
+    return type_name, type_qualifier, is_exception_on_eval, resolver, value
+
+
+def var_to_xml(val, name, trim_if_too_big=True, additional_in_xml='', evaluate_full_value=True):
+    """ single variable or dictionary to xml representation """
+
+    type_name, type_qualifier, is_exception_on_eval, resolver, value = get_variable_details(
+        val, evaluate_full_value)
+
+    scope = get_var_scope(name, val, '', True)
+    try:
+        name = quote(name, '/>_= ')  # TODO: Fix PY-5834 without using quote
+    except:
+        pass
+
+    xml = '<var name="%s" type="%s" ' % (make_valid_xml_value(name), make_valid_xml_value(type_name))
+
+    if type_qualifier:
+        xml_qualifier = 'qualifier="%s"' % make_valid_xml_value(type_qualifier)
+    else:
+        xml_qualifier = ''
+
+    if value:
+        # cannot be too big... communication may not handle it.
+        if len(value) > MAXIMUM_VARIABLE_REPRESENTATION_SIZE and trim_if_too_big:
+            value = value[0:MAXIMUM_VARIABLE_REPRESENTATION_SIZE]
+            value += '...'
+
+        xml_value = ' value="%s"' % (make_valid_xml_value(quote(value, '/>_= ')))
+    else:
+        xml_value = ''
+
+    if is_exception_on_eval:
+        xml_container = ' isErrorOnEval="True"'
+    else:
+        if resolver is not None:
+            xml_container = ' isContainer="True"'
+        else:
+            xml_container = ''
+
+    if scope:
+        return ''.join((xml, xml_qualifier, xml_value, xml_container, additional_in_xml, ' scope="', scope, '"', ' />\n'))
+    else:
+        return ''.join((xml, xml_qualifier, xml_value, xml_container, additional_in_xml, ' />\n'))
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/.gitignore b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/.gitignore
new file mode 120000
index 0000000..0af2a3c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/.gitignore
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/10/a8/5b/47e3e962d6ef21884861e0c3754283714fe465fe240730e00118751608
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/__init__.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/__init__.py
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/__pycache__/pydevd_frame_tracing.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/__pycache__/pydevd_frame_tracing.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/__pycache__/pydevd_modify_bytecode.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/__pycache__/pydevd_modify_bytecode.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_eval_cython_wrapper.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_eval_cython_wrapper.py
new file mode 120000
index 0000000..622d0c8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_eval_cython_wrapper.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7e/c8/e0/1a0d3b6a154274831edfcb1abd3c8012042d1336fbbd522576380b85f1
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_eval_main.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_eval_main.py
new file mode 100644
index 0000000..bfebea2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_eval_main.py
@@ -0,0 +1,48 @@
+import os
+
+from _pydev_bundle import pydev_log
+from _pydevd_bundle.pydevd_trace_dispatch import USING_CYTHON
+from _pydevd_bundle.pydevd_constants import USE_CYTHON_FLAG, ENV_FALSE_LOWER_VALUES, \
+    ENV_TRUE_LOWER_VALUES, IS_PY36_OR_GREATER, IS_PY38_OR_GREATER, SUPPORT_GEVENT, IS_PYTHON_STACKLESS, \
+    PYDEVD_USE_FRAME_EVAL, PYDEVD_IPYTHON_COMPATIBLE_DEBUGGING
+
+frame_eval_func = None
+stop_frame_eval = None
+dummy_trace_dispatch = None
+clear_thread_local_info = None
+
+# "NO" means we should not use frame evaluation, 'YES' we should use it (and fail if not there) and unspecified uses if possible.
+if (
+        PYDEVD_USE_FRAME_EVAL in ENV_FALSE_LOWER_VALUES or
+        USE_CYTHON_FLAG in ENV_FALSE_LOWER_VALUES or
+        not USING_CYTHON or
+
+        # Frame eval mode does not work with ipython compatible debugging (this happens because the
+        # way that frame eval works is run untraced and set tracing only for the frames with
+        # breakpoints, but ipython compatible debugging creates separate frames for what's logically
+        # the same frame).
+        PYDEVD_IPYTHON_COMPATIBLE_DEBUGGING
+    ):
+    USING_FRAME_EVAL = False
+
+elif SUPPORT_GEVENT or (IS_PYTHON_STACKLESS and not IS_PY38_OR_GREATER):
+    USING_FRAME_EVAL = False
+    # i.e gevent and frame eval mode don't get along very well.
+    # https://github.com/microsoft/debugpy/issues/189
+    # Same problem with Stackless.
+    # https://github.com/stackless-dev/stackless/issues/240
+
+elif PYDEVD_USE_FRAME_EVAL in ENV_TRUE_LOWER_VALUES:
+    # Fail if unable to use
+    from _pydevd_frame_eval.pydevd_frame_eval_cython_wrapper import frame_eval_func, stop_frame_eval, dummy_trace_dispatch, clear_thread_local_info
+    USING_FRAME_EVAL = True
+
+else:
+    USING_FRAME_EVAL = False
+    # Try to use if possible
+    if IS_PY36_OR_GREATER:
+        try:
+            from _pydevd_frame_eval.pydevd_frame_eval_cython_wrapper import frame_eval_func, stop_frame_eval, dummy_trace_dispatch, clear_thread_local_info
+            USING_FRAME_EVAL = True
+        except ImportError:
+            pydev_log.show_compile_cython_command_line()
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_evaluator.c b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_evaluator.c
new file mode 100644
index 0000000..245e027
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_evaluator.c
@@ -0,0 +1,20595 @@
+/* Generated by Cython 0.29.32 */
+
+/* BEGIN: Cython Metadata
+{
+    "distutils": {
+        "depends": [
+            "_pydevd_frame_eval/release_mem.h"
+        ],
+        "include_dirs": [
+            "_pydevd_frame_eval"
+        ],
+        "name": "_pydevd_frame_eval.pydevd_frame_evaluator",
+        "sources": [
+            "_pydevd_frame_eval/pydevd_frame_evaluator.pyx"
+        ]
+    },
+    "module_name": "_pydevd_frame_eval.pydevd_frame_evaluator"
+}
+END: Cython Metadata */
+
+#ifndef PY_SSIZE_T_CLEAN
+#define PY_SSIZE_T_CLEAN
+#endif /* PY_SSIZE_T_CLEAN */
+#include "Python.h"
+#if PY_VERSION_HEX >= 0x03090000
+#include "internal/pycore_gc.h"
+#include "internal/pycore_interp.h"
+#endif
+
+#ifndef Py_PYTHON_H
+    #error Python headers needed to compile C extensions, please install development version of Python.
+#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000)
+    #error Cython requires Python 2.6+ or Python 3.3+.
+#else
+#define CYTHON_ABI "0_29_32"
+#define CYTHON_HEX_VERSION 0x001D20F0
+#define CYTHON_FUTURE_DIVISION 0
+#include <stddef.h>
+#ifndef offsetof
+  #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
+#endif
+#if !defined(WIN32) && !defined(MS_WINDOWS)
+  #ifndef __stdcall
+    #define __stdcall
+  #endif
+  #ifndef __cdecl
+    #define __cdecl
+  #endif
+  #ifndef __fastcall
+    #define __fastcall
+  #endif
+#endif
+#ifndef DL_IMPORT
+  #define DL_IMPORT(t) t
+#endif
+#ifndef DL_EXPORT
+  #define DL_EXPORT(t) t
+#endif
+#define __PYX_COMMA ,
+#ifndef HAVE_LONG_LONG
+  #if PY_VERSION_HEX >= 0x02070000
+    #define HAVE_LONG_LONG
+  #endif
+#endif
+#ifndef PY_LONG_LONG
+  #define PY_LONG_LONG LONG_LONG
+#endif
+#ifndef Py_HUGE_VAL
+  #define Py_HUGE_VAL HUGE_VAL
+#endif
+#ifdef PYPY_VERSION
+  #define CYTHON_COMPILING_IN_PYPY 1
+  #define CYTHON_COMPILING_IN_PYSTON 0
+  #define CYTHON_COMPILING_IN_CPYTHON 0
+  #define CYTHON_COMPILING_IN_NOGIL 0
+  #undef CYTHON_USE_TYPE_SLOTS
+  #define CYTHON_USE_TYPE_SLOTS 0
+  #undef CYTHON_USE_PYTYPE_LOOKUP
+  #define CYTHON_USE_PYTYPE_LOOKUP 0
+  #if PY_VERSION_HEX < 0x03050000
+    #undef CYTHON_USE_ASYNC_SLOTS
+    #define CYTHON_USE_ASYNC_SLOTS 0
+  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
+    #define CYTHON_USE_ASYNC_SLOTS 1
+  #endif
+  #undef CYTHON_USE_PYLIST_INTERNALS
+  #define CYTHON_USE_PYLIST_INTERNALS 0
+  #undef CYTHON_USE_UNICODE_INTERNALS
+  #define CYTHON_USE_UNICODE_INTERNALS 0
+  #undef CYTHON_USE_UNICODE_WRITER
+  #define CYTHON_USE_UNICODE_WRITER 0
+  #undef CYTHON_USE_PYLONG_INTERNALS
+  #define CYTHON_USE_PYLONG_INTERNALS 0
+  #undef CYTHON_AVOID_BORROWED_REFS
+  #define CYTHON_AVOID_BORROWED_REFS 1
+  #undef CYTHON_ASSUME_SAFE_MACROS
+  #define CYTHON_ASSUME_SAFE_MACROS 0
+  #undef CYTHON_UNPACK_METHODS
+  #define CYTHON_UNPACK_METHODS 0
+  #undef CYTHON_FAST_THREAD_STATE
+  #define CYTHON_FAST_THREAD_STATE 0
+  #undef CYTHON_FAST_PYCALL
+  #define CYTHON_FAST_PYCALL 0
+  #undef CYTHON_PEP489_MULTI_PHASE_INIT
+  #define CYTHON_PEP489_MULTI_PHASE_INIT 0
+  #undef CYTHON_USE_TP_FINALIZE
+  #define CYTHON_USE_TP_FINALIZE 0
+  #undef CYTHON_USE_DICT_VERSIONS
+  #define CYTHON_USE_DICT_VERSIONS 0
+  #undef CYTHON_USE_EXC_INFO_STACK
+  #define CYTHON_USE_EXC_INFO_STACK 0
+  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+    #define CYTHON_UPDATE_DESCRIPTOR_DOC (PYPY_VERSION_HEX >= 0x07030900)
+  #endif
+#elif defined(PYSTON_VERSION)
+  #define CYTHON_COMPILING_IN_PYPY 0
+  #define CYTHON_COMPILING_IN_PYSTON 1
+  #define CYTHON_COMPILING_IN_CPYTHON 0
+  #define CYTHON_COMPILING_IN_NOGIL 0
+  #ifndef CYTHON_USE_TYPE_SLOTS
+    #define CYTHON_USE_TYPE_SLOTS 1
+  #endif
+  #undef CYTHON_USE_PYTYPE_LOOKUP
+  #define CYTHON_USE_PYTYPE_LOOKUP 0
+  #undef CYTHON_USE_ASYNC_SLOTS
+  #define CYTHON_USE_ASYNC_SLOTS 0
+  #undef CYTHON_USE_PYLIST_INTERNALS
+  #define CYTHON_USE_PYLIST_INTERNALS 0
+  #ifndef CYTHON_USE_UNICODE_INTERNALS
+    #define CYTHON_USE_UNICODE_INTERNALS 1
+  #endif
+  #undef CYTHON_USE_UNICODE_WRITER
+  #define CYTHON_USE_UNICODE_WRITER 0
+  #undef CYTHON_USE_PYLONG_INTERNALS
+  #define CYTHON_USE_PYLONG_INTERNALS 0
+  #ifndef CYTHON_AVOID_BORROWED_REFS
+    #define CYTHON_AVOID_BORROWED_REFS 0
+  #endif
+  #ifndef CYTHON_ASSUME_SAFE_MACROS
+    #define CYTHON_ASSUME_SAFE_MACROS 1
+  #endif
+  #ifndef CYTHON_UNPACK_METHODS
+    #define CYTHON_UNPACK_METHODS 1
+  #endif
+  #undef CYTHON_FAST_THREAD_STATE
+  #define CYTHON_FAST_THREAD_STATE 0
+  #undef CYTHON_FAST_PYCALL
+  #define CYTHON_FAST_PYCALL 0
+  #undef CYTHON_PEP489_MULTI_PHASE_INIT
+  #define CYTHON_PEP489_MULTI_PHASE_INIT 0
+  #undef CYTHON_USE_TP_FINALIZE
+  #define CYTHON_USE_TP_FINALIZE 0
+  #undef CYTHON_USE_DICT_VERSIONS
+  #define CYTHON_USE_DICT_VERSIONS 0
+  #undef CYTHON_USE_EXC_INFO_STACK
+  #define CYTHON_USE_EXC_INFO_STACK 0
+  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+    #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
+  #endif
+#elif defined(PY_NOGIL)
+  #define CYTHON_COMPILING_IN_PYPY 0
+  #define CYTHON_COMPILING_IN_PYSTON 0
+  #define CYTHON_COMPILING_IN_CPYTHON 0
+  #define CYTHON_COMPILING_IN_NOGIL 1
+  #ifndef CYTHON_USE_TYPE_SLOTS
+    #define CYTHON_USE_TYPE_SLOTS 1
+  #endif
+  #undef CYTHON_USE_PYTYPE_LOOKUP
+  #define CYTHON_USE_PYTYPE_LOOKUP 0
+  #ifndef CYTHON_USE_ASYNC_SLOTS
+    #define CYTHON_USE_ASYNC_SLOTS 1
+  #endif
+  #undef CYTHON_USE_PYLIST_INTERNALS
+  #define CYTHON_USE_PYLIST_INTERNALS 0
+  #ifndef CYTHON_USE_UNICODE_INTERNALS
+    #define CYTHON_USE_UNICODE_INTERNALS 1
+  #endif
+  #undef CYTHON_USE_UNICODE_WRITER
+  #define CYTHON_USE_UNICODE_WRITER 0
+  #undef CYTHON_USE_PYLONG_INTERNALS
+  #define CYTHON_USE_PYLONG_INTERNALS 0
+  #ifndef CYTHON_AVOID_BORROWED_REFS
+    #define CYTHON_AVOID_BORROWED_REFS 0
+  #endif
+  #ifndef CYTHON_ASSUME_SAFE_MACROS
+    #define CYTHON_ASSUME_SAFE_MACROS 1
+  #endif
+  #ifndef CYTHON_UNPACK_METHODS
+    #define CYTHON_UNPACK_METHODS 1
+  #endif
+  #undef CYTHON_FAST_THREAD_STATE
+  #define CYTHON_FAST_THREAD_STATE 0
+  #undef CYTHON_FAST_PYCALL
+  #define CYTHON_FAST_PYCALL 0
+  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
+    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+  #endif
+  #ifndef CYTHON_USE_TP_FINALIZE
+    #define CYTHON_USE_TP_FINALIZE 1
+  #endif
+  #undef CYTHON_USE_DICT_VERSIONS
+  #define CYTHON_USE_DICT_VERSIONS 0
+  #undef CYTHON_USE_EXC_INFO_STACK
+  #define CYTHON_USE_EXC_INFO_STACK 0
+#else
+  #define CYTHON_COMPILING_IN_PYPY 0
+  #define CYTHON_COMPILING_IN_PYSTON 0
+  #define CYTHON_COMPILING_IN_CPYTHON 1
+  #define CYTHON_COMPILING_IN_NOGIL 0
+  #ifndef CYTHON_USE_TYPE_SLOTS
+    #define CYTHON_USE_TYPE_SLOTS 1
+  #endif
+  #if PY_VERSION_HEX < 0x02070000
+    #undef CYTHON_USE_PYTYPE_LOOKUP
+    #define CYTHON_USE_PYTYPE_LOOKUP 0
+  #elif !defined(CYTHON_USE_PYTYPE_LOOKUP)
+    #define CYTHON_USE_PYTYPE_LOOKUP 1
+  #endif
+  #if PY_MAJOR_VERSION < 3
+    #undef CYTHON_USE_ASYNC_SLOTS
+    #define CYTHON_USE_ASYNC_SLOTS 0
+  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
+    #define CYTHON_USE_ASYNC_SLOTS 1
+  #endif
+  #if PY_VERSION_HEX < 0x02070000
+    #undef CYTHON_USE_PYLONG_INTERNALS
+    #define CYTHON_USE_PYLONG_INTERNALS 0
+  #elif !defined(CYTHON_USE_PYLONG_INTERNALS)
+    #define CYTHON_USE_PYLONG_INTERNALS 1
+  #endif
+  #ifndef CYTHON_USE_PYLIST_INTERNALS
+    #define CYTHON_USE_PYLIST_INTERNALS 1
+  #endif
+  #ifndef CYTHON_USE_UNICODE_INTERNALS
+    #define CYTHON_USE_UNICODE_INTERNALS 1
+  #endif
+  #if PY_VERSION_HEX < 0x030300F0 || PY_VERSION_HEX >= 0x030B00A2
+    #undef CYTHON_USE_UNICODE_WRITER
+    #define CYTHON_USE_UNICODE_WRITER 0
+  #elif !defined(CYTHON_USE_UNICODE_WRITER)
+    #define CYTHON_USE_UNICODE_WRITER 1
+  #endif
+  #ifndef CYTHON_AVOID_BORROWED_REFS
+    #define CYTHON_AVOID_BORROWED_REFS 0
+  #endif
+  #ifndef CYTHON_ASSUME_SAFE_MACROS
+    #define CYTHON_ASSUME_SAFE_MACROS 1
+  #endif
+  #ifndef CYTHON_UNPACK_METHODS
+    #define CYTHON_UNPACK_METHODS 1
+  #endif
+  #if PY_VERSION_HEX >= 0x030B00A4
+    #undef CYTHON_FAST_THREAD_STATE
+    #define CYTHON_FAST_THREAD_STATE 0
+  #elif !defined(CYTHON_FAST_THREAD_STATE)
+    #define CYTHON_FAST_THREAD_STATE 1
+  #endif
+  #ifndef CYTHON_FAST_PYCALL
+    #define CYTHON_FAST_PYCALL (PY_VERSION_HEX < 0x030A0000)
+  #endif
+  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
+    #define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000)
+  #endif
+  #ifndef CYTHON_USE_TP_FINALIZE
+    #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1)
+  #endif
+  #ifndef CYTHON_USE_DICT_VERSIONS
+    #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1)
+  #endif
+  #if PY_VERSION_HEX >= 0x030B00A4
+    #undef CYTHON_USE_EXC_INFO_STACK
+    #define CYTHON_USE_EXC_INFO_STACK 0
+  #elif !defined(CYTHON_USE_EXC_INFO_STACK)
+    #define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3)
+  #endif
+  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+    #define CYTHON_UPDATE_DESCRIPTOR_DOC 1
+  #endif
+#endif
+#if !defined(CYTHON_FAST_PYCCALL)
+#define CYTHON_FAST_PYCCALL  (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
+#endif
+#if CYTHON_USE_PYLONG_INTERNALS
+  #if PY_MAJOR_VERSION < 3
+    #include "longintrepr.h"
+  #endif
+  #undef SHIFT
+  #undef BASE
+  #undef MASK
+  #ifdef SIZEOF_VOID_P
+    enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) };
+  #endif
+#endif
+#ifndef __has_attribute
+  #define __has_attribute(x) 0
+#endif
+#ifndef __has_cpp_attribute
+  #define __has_cpp_attribute(x) 0
+#endif
+#ifndef CYTHON_RESTRICT
+  #if defined(__GNUC__)
+    #define CYTHON_RESTRICT __restrict__
+  #elif defined(_MSC_VER) && _MSC_VER >= 1400
+    #define CYTHON_RESTRICT __restrict
+  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+    #define CYTHON_RESTRICT restrict
+  #else
+    #define CYTHON_RESTRICT
+  #endif
+#endif
+#ifndef CYTHON_UNUSED
+# if defined(__GNUC__)
+#   if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
+#     define CYTHON_UNUSED __attribute__ ((__unused__))
+#   else
+#     define CYTHON_UNUSED
+#   endif
+# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
+#   define CYTHON_UNUSED __attribute__ ((__unused__))
+# else
+#   define CYTHON_UNUSED
+# endif
+#endif
+#ifndef CYTHON_MAYBE_UNUSED_VAR
+#  if defined(__cplusplus)
+     template<class T> void CYTHON_MAYBE_UNUSED_VAR( const T& ) { }
+#  else
+#    define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x)
+#  endif
+#endif
+#ifndef CYTHON_NCP_UNUSED
+# if CYTHON_COMPILING_IN_CPYTHON
+#  define CYTHON_NCP_UNUSED
+# else
+#  define CYTHON_NCP_UNUSED CYTHON_UNUSED
+# endif
+#endif
+#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)
+#ifdef _MSC_VER
+    #ifndef _MSC_STDINT_H_
+        #if _MSC_VER < 1300
+           typedef unsigned char     uint8_t;
+           typedef unsigned int      uint32_t;
+        #else
+           typedef unsigned __int8   uint8_t;
+           typedef unsigned __int32  uint32_t;
+        #endif
+    #endif
+#else
+   #include <stdint.h>
+#endif
+#ifndef CYTHON_FALLTHROUGH
+  #if defined(__cplusplus) && __cplusplus >= 201103L
+    #if __has_cpp_attribute(fallthrough)
+      #define CYTHON_FALLTHROUGH [[fallthrough]]
+    #elif __has_cpp_attribute(clang::fallthrough)
+      #define CYTHON_FALLTHROUGH [[clang::fallthrough]]
+    #elif __has_cpp_attribute(gnu::fallthrough)
+      #define CYTHON_FALLTHROUGH [[gnu::fallthrough]]
+    #endif
+  #endif
+  #ifndef CYTHON_FALLTHROUGH
+    #if __has_attribute(fallthrough)
+      #define CYTHON_FALLTHROUGH __attribute__((fallthrough))
+    #else
+      #define CYTHON_FALLTHROUGH
+    #endif
+  #endif
+  #if defined(__clang__ ) && defined(__apple_build_version__)
+    #if __apple_build_version__ < 7000000
+      #undef  CYTHON_FALLTHROUGH
+      #define CYTHON_FALLTHROUGH
+    #endif
+  #endif
+#endif
+
+#ifndef CYTHON_INLINE
+  #if defined(__clang__)
+    #define CYTHON_INLINE __inline__ __attribute__ ((__unused__))
+  #elif defined(__GNUC__)
+    #define CYTHON_INLINE __inline__
+  #elif defined(_MSC_VER)
+    #define CYTHON_INLINE __inline
+  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+    #define CYTHON_INLINE inline
+  #else
+    #define CYTHON_INLINE
+  #endif
+#endif
+
+#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
+  #define Py_OptimizeFlag 0
+#endif
+#define __PYX_BUILD_PY_SSIZE_T "n"
+#define CYTHON_FORMAT_SSIZE_T "z"
+#if PY_MAJOR_VERSION < 3
+  #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
+  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
+          PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+  #define __Pyx_DefaultClassType PyClass_Type
+#else
+  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
+  #define __Pyx_DefaultClassType PyType_Type
+#if PY_VERSION_HEX >= 0x030B00A1
+    static CYTHON_INLINE PyCodeObject* __Pyx_PyCode_New(int a, int k, int l, int s, int f,
+                                                    PyObject *code, PyObject *c, PyObject* n, PyObject *v,
+                                                    PyObject *fv, PyObject *cell, PyObject* fn,
+                                                    PyObject *name, int fline, PyObject *lnos) {
+        PyObject *kwds=NULL, *argcount=NULL, *posonlyargcount=NULL, *kwonlyargcount=NULL;
+        PyObject *nlocals=NULL, *stacksize=NULL, *flags=NULL, *replace=NULL, *call_result=NULL, *empty=NULL;
+        const char *fn_cstr=NULL;
+        const char *name_cstr=NULL;
+        PyCodeObject* co=NULL;
+        PyObject *type, *value, *traceback;
+        PyErr_Fetch(&type, &value, &traceback);
+        if (!(kwds=PyDict_New())) goto end;
+        if (!(argcount=PyLong_FromLong(a))) goto end;
+        if (PyDict_SetItemString(kwds, "co_argcount", argcount) != 0) goto end;
+        if (!(posonlyargcount=PyLong_FromLong(0))) goto end;
+        if (PyDict_SetItemString(kwds, "co_posonlyargcount", posonlyargcount) != 0) goto end;
+        if (!(kwonlyargcount=PyLong_FromLong(k))) goto end;
+        if (PyDict_SetItemString(kwds, "co_kwonlyargcount", kwonlyargcount) != 0) goto end;
+        if (!(nlocals=PyLong_FromLong(l))) goto end;
+        if (PyDict_SetItemString(kwds, "co_nlocals", nlocals) != 0) goto end;
+        if (!(stacksize=PyLong_FromLong(s))) goto end;
+        if (PyDict_SetItemString(kwds, "co_stacksize", stacksize) != 0) goto end;
+        if (!(flags=PyLong_FromLong(f))) goto end;
+        if (PyDict_SetItemString(kwds, "co_flags", flags) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_code", code) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_consts", c) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_names", n) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_varnames", v) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_freevars", fv) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_cellvars", cell) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_linetable", lnos) != 0) goto end;
+        if (!(fn_cstr=PyUnicode_AsUTF8AndSize(fn, NULL))) goto end;
+        if (!(name_cstr=PyUnicode_AsUTF8AndSize(name, NULL))) goto end;
+        if (!(co = PyCode_NewEmpty(fn_cstr, name_cstr, fline))) goto end;
+        if (!(replace = PyObject_GetAttrString((PyObject*)co, "replace"))) goto cleanup_code_too;
+        if (!(empty = PyTuple_New(0))) goto cleanup_code_too; // unfortunately __pyx_empty_tuple isn't available here
+        if (!(call_result = PyObject_Call(replace, empty, kwds))) goto cleanup_code_too;
+        Py_XDECREF((PyObject*)co);
+        co = (PyCodeObject*)call_result;
+        call_result = NULL;
+        if (0) {
+            cleanup_code_too:
+            Py_XDECREF((PyObject*)co);
+            co = NULL;
+        }
+        end:
+        Py_XDECREF(kwds);
+        Py_XDECREF(argcount);
+        Py_XDECREF(posonlyargcount);
+        Py_XDECREF(kwonlyargcount);
+        Py_XDECREF(nlocals);
+        Py_XDECREF(stacksize);
+        Py_XDECREF(replace);
+        Py_XDECREF(call_result);
+        Py_XDECREF(empty);
+        if (type) {
+            PyErr_Restore(type, value, traceback);
+        }
+        return co;
+    }
+#else
+  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
+          PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+#endif
+  #define __Pyx_DefaultClassType PyType_Type
+#endif
+#ifndef Py_TPFLAGS_CHECKTYPES
+  #define Py_TPFLAGS_CHECKTYPES 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_INDEX
+  #define Py_TPFLAGS_HAVE_INDEX 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
+  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_FINALIZE
+  #define Py_TPFLAGS_HAVE_FINALIZE 0
+#endif
+#ifndef METH_STACKLESS
+  #define METH_STACKLESS 0
+#endif
+#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL)
+  #ifndef METH_FASTCALL
+     #define METH_FASTCALL 0x80
+  #endif
+  typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
+  typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
+                                                          Py_ssize_t nargs, PyObject *kwnames);
+#else
+  #define __Pyx_PyCFunctionFast _PyCFunctionFast
+  #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
+#endif
+#if CYTHON_FAST_PYCCALL
+#define __Pyx_PyFastCFunction_Check(func)\
+    ((PyCFunction_Check(func) && (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS)))))
+#else
+#define __Pyx_PyFastCFunction_Check(func) 0
+#endif
+#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc)
+  #define PyObject_Malloc(s)   PyMem_Malloc(s)
+  #define PyObject_Free(p)     PyMem_Free(p)
+  #define PyObject_Realloc(p)  PyMem_Realloc(p)
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030400A1
+  #define PyMem_RawMalloc(n)           PyMem_Malloc(n)
+  #define PyMem_RawRealloc(p, n)       PyMem_Realloc(p, n)
+  #define PyMem_RawFree(p)             PyMem_Free(p)
+#endif
+#if CYTHON_COMPILING_IN_PYSTON
+  #define __Pyx_PyCode_HasFreeVars(co)  PyCode_HasFreeVars(co)
+  #define __Pyx_PyFrame_SetLineNumber(frame, lineno) PyFrame_SetLineNumber(frame, lineno)
+#else
+  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
+  #define __Pyx_PyFrame_SetLineNumber(frame, lineno)  (frame)->f_lineno = (lineno)
+#endif
+#if !CYTHON_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000
+  #define __Pyx_PyThreadState_Current PyThreadState_GET()
+#elif PY_VERSION_HEX >= 0x03060000
+  #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
+#elif PY_VERSION_HEX >= 0x03000000
+  #define __Pyx_PyThreadState_Current PyThreadState_GET()
+#else
+  #define __Pyx_PyThreadState_Current _PyThreadState_Current
+#endif
+#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT)
+#include "pythread.h"
+#define Py_tss_NEEDS_INIT 0
+typedef int Py_tss_t;
+static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) {
+  *key = PyThread_create_key();
+  return 0;
+}
+static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) {
+  Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t));
+  *key = Py_tss_NEEDS_INIT;
+  return key;
+}
+static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) {
+  PyObject_Free(key);
+}
+static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) {
+  return *key != Py_tss_NEEDS_INIT;
+}
+static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) {
+  PyThread_delete_key(*key);
+  *key = Py_tss_NEEDS_INIT;
+}
+static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) {
+  return PyThread_set_key_value(*key, value);
+}
+static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
+  return PyThread_get_key_value(*key);
+}
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized)
+#define __Pyx_PyDict_NewPresized(n)  ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
+#else
+#define __Pyx_PyDict_NewPresized(n)  PyDict_New()
+#endif
+#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION
+  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
+  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
+#else
+  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_Divide(x,y)
+  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && CYTHON_USE_UNICODE_INTERNALS
+#define __Pyx_PyDict_GetItemStr(dict, name)  _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
+#else
+#define __Pyx_PyDict_GetItemStr(dict, name)  PyDict_GetItem(dict, name)
+#endif
+#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
+  #define CYTHON_PEP393_ENABLED 1
+  #if defined(PyUnicode_IS_READY)
+  #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
+                                              0 : _PyUnicode_Ready((PyObject *)(op)))
+  #else
+  #define __Pyx_PyUnicode_READY(op)       (0)
+  #endif
+  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_LENGTH(u)
+  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
+  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   PyUnicode_MAX_CHAR_VALUE(u)
+  #define __Pyx_PyUnicode_KIND(u)         PyUnicode_KIND(u)
+  #define __Pyx_PyUnicode_DATA(u)         PyUnicode_DATA(u)
+  #define __Pyx_PyUnicode_READ(k, d, i)   PyUnicode_READ(k, d, i)
+  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  PyUnicode_WRITE(k, d, i, ch)
+  #if defined(PyUnicode_IS_READY) && defined(PyUnicode_GET_SIZE)
+  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000
+  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length))
+  #else
+  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
+  #endif
+  #else
+  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_LENGTH(u))
+  #endif
+#else
+  #define CYTHON_PEP393_ENABLED 0
+  #define PyUnicode_1BYTE_KIND  1
+  #define PyUnicode_2BYTE_KIND  2
+  #define PyUnicode_4BYTE_KIND  4
+  #define __Pyx_PyUnicode_READY(op)       (0)
+  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_SIZE(u)
+  #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
+  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111)
+  #define __Pyx_PyUnicode_KIND(u)         (sizeof(Py_UNICODE))
+  #define __Pyx_PyUnicode_DATA(u)         ((void*)PyUnicode_AS_UNICODE(u))
+  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
+  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  (((void)(k)), ((Py_UNICODE*)d)[i] = ch)
+  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_SIZE(u))
+#endif
+#if CYTHON_COMPILING_IN_PYPY
+  #define __Pyx_PyUnicode_Concat(a, b)      PyNumber_Add(a, b)
+  #define __Pyx_PyUnicode_ConcatSafe(a, b)  PyNumber_Add(a, b)
+#else
+  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
+  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
+      PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
+#endif
+#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains)
+  #define PyUnicode_Contains(u, s)  PySequence_Contains(u, s)
+#endif
+#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check)
+  #define PyByteArray_Check(obj)  PyObject_TypeCheck(obj, &PyByteArray_Type)
+#endif
+#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format)
+  #define PyObject_Format(obj, fmt)  PyObject_CallMethod(obj, "__format__", "O", fmt)
+#endif
+#define __Pyx_PyString_FormatSafe(a, b)   ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
+#define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
+#if PY_MAJOR_VERSION >= 3
+  #define __Pyx_PyString_Format(a, b)  PyUnicode_Format(a, b)
+#else
+  #define __Pyx_PyString_Format(a, b)  PyString_Format(a, b)
+#endif
+#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII)
+  #define PyObject_ASCII(o)            PyObject_Repr(o)
+#endif
+#if PY_MAJOR_VERSION >= 3
+  #define PyBaseString_Type            PyUnicode_Type
+  #define PyStringObject               PyUnicodeObject
+  #define PyString_Type                PyUnicode_Type
+  #define PyString_Check               PyUnicode_Check
+  #define PyString_CheckExact          PyUnicode_CheckExact
+#ifndef PyObject_Unicode
+  #define PyObject_Unicode             PyObject_Str
+#endif
+#endif
+#if PY_MAJOR_VERSION >= 3
+  #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
+  #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
+#else
+  #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
+  #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
+#endif
+#ifndef PySet_CheckExact
+  #define PySet_CheckExact(obj)        (Py_TYPE(obj) == &PySet_Type)
+#endif
+#if PY_VERSION_HEX >= 0x030900A4
+  #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt)
+  #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size)
+#else
+  #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt)
+  #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size)
+#endif
+#if CYTHON_ASSUME_SAFE_MACROS
+  #define __Pyx_PySequence_SIZE(seq)  Py_SIZE(seq)
+#else
+  #define __Pyx_PySequence_SIZE(seq)  PySequence_Size(seq)
+#endif
+#if PY_MAJOR_VERSION >= 3
+  #define PyIntObject                  PyLongObject
+  #define PyInt_Type                   PyLong_Type
+  #define PyInt_Check(op)              PyLong_Check(op)
+  #define PyInt_CheckExact(op)         PyLong_CheckExact(op)
+  #define PyInt_FromString             PyLong_FromString
+  #define PyInt_FromUnicode            PyLong_FromUnicode
+  #define PyInt_FromLong               PyLong_FromLong
+  #define PyInt_FromSize_t             PyLong_FromSize_t
+  #define PyInt_FromSsize_t            PyLong_FromSsize_t
+  #define PyInt_AsLong                 PyLong_AsLong
+  #define PyInt_AS_LONG                PyLong_AS_LONG
+  #define PyInt_AsSsize_t              PyLong_AsSsize_t
+  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
+  #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
+  #define PyNumber_Int                 PyNumber_Long
+#endif
+#if PY_MAJOR_VERSION >= 3
+  #define PyBoolObject                 PyLongObject
+#endif
+#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
+  #ifndef PyUnicode_InternFromString
+    #define PyUnicode_InternFromString(s) PyUnicode_FromString(s)
+  #endif
+#endif
+#if PY_VERSION_HEX < 0x030200A4
+  typedef long Py_hash_t;
+  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
+  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsHash_t
+#else
+  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
+  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsSsize_t
+#endif
+#if PY_MAJOR_VERSION >= 3
+  #define __Pyx_PyMethod_New(func, self, klass) ((self) ? ((void)(klass), PyMethod_New(func, self)) : __Pyx_NewRef(func))
+#else
+  #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass)
+#endif
+#if CYTHON_USE_ASYNC_SLOTS
+  #if PY_VERSION_HEX >= 0x030500B1
+    #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
+    #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
+  #else
+    #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
+  #endif
+#else
+  #define __Pyx_PyType_AsAsync(obj) NULL
+#endif
+#ifndef __Pyx_PyAsyncMethodsStruct
+    typedef struct {
+        unaryfunc am_await;
+        unaryfunc am_aiter;
+        unaryfunc am_anext;
+    } __Pyx_PyAsyncMethodsStruct;
+#endif
+
+#if defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS)
+  #if !defined(_USE_MATH_DEFINES)
+    #define _USE_MATH_DEFINES
+  #endif
+#endif
+#include <math.h>
+#ifdef NAN
+#define __PYX_NAN() ((float) NAN)
+#else
+static CYTHON_INLINE float __PYX_NAN() {
+  float value;
+  memset(&value, 0xFF, sizeof(value));
+  return value;
+}
+#endif
+#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL)
+#define __Pyx_truncl trunc
+#else
+#define __Pyx_truncl truncl
+#endif
+
+#define __PYX_MARK_ERR_POS(f_index, lineno) \
+    { __pyx_filename = __pyx_f[f_index]; (void)__pyx_filename; __pyx_lineno = lineno; (void)__pyx_lineno; __pyx_clineno = __LINE__; (void)__pyx_clineno; }
+#define __PYX_ERR(f_index, lineno, Ln_error) \
+    { __PYX_MARK_ERR_POS(f_index, lineno) goto Ln_error; }
+
+#ifndef __PYX_EXTERN_C
+  #ifdef __cplusplus
+    #define __PYX_EXTERN_C extern "C"
+  #else
+    #define __PYX_EXTERN_C extern
+  #endif
+#endif
+
+#define __PYX_HAVE___pydevd_frame_eval__pydevd_frame_evaluator
+#define __PYX_HAVE_API___pydevd_frame_eval__pydevd_frame_evaluator
+/* Early includes */
+#include "frameobject.h"
+#include "release_mem.h"
+#include "code.h"
+#include "pystate.h"
+#if PY_VERSION_HEX >= 0x03080000
+#include "internal/pycore_pystate.h"
+#endif
+
+#include "ceval.h"
+
+#if PY_VERSION_HEX >= 0x03090000
+PyObject * noop(PyFrameObject *frame, int exc) {
+    return NULL;
+}
+#define CALL_EvalFrameDefault_38(a, b)    noop(a, b)
+#define CALL_EvalFrameDefault_39(a, b, c)    _PyEval_EvalFrameDefault(a, b, c)
+#else
+PyObject * noop(PyThreadState* tstate, PyFrameObject *frame, int exc) {
+    return NULL;
+}
+#define CALL_EvalFrameDefault_39(a, b, c)    noop(a, b, c)
+#define CALL_EvalFrameDefault_38(a, b)    _PyEval_EvalFrameDefault(a, b)
+#endif
+    
+#ifdef _OPENMP
+#include <omp.h>
+#endif /* _OPENMP */
+
+#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS)
+#define CYTHON_WITHOUT_ASSERTIONS
+#endif
+
+typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding;
+                const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;
+
+#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
+#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
+#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8)
+#define __PYX_DEFAULT_STRING_ENCODING ""
+#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
+#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
+#define __Pyx_uchar_cast(c) ((unsigned char)c)
+#define __Pyx_long_cast(x) ((long)x)
+#define __Pyx_fits_Py_ssize_t(v, type, is_signed)  (\
+    (sizeof(type) < sizeof(Py_ssize_t))  ||\
+    (sizeof(type) > sizeof(Py_ssize_t) &&\
+          likely(v < (type)PY_SSIZE_T_MAX ||\
+                 v == (type)PY_SSIZE_T_MAX)  &&\
+          (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
+                                v == (type)PY_SSIZE_T_MIN)))  ||\
+    (sizeof(type) == sizeof(Py_ssize_t) &&\
+          (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
+                               v == (type)PY_SSIZE_T_MAX)))  )
+static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) {
+    return (size_t) i < (size_t) limit;
+}
+#if defined (__cplusplus) && __cplusplus >= 201103L
+    #include <cstdlib>
+    #define __Pyx_sst_abs(value) std::abs(value)
+#elif SIZEOF_INT >= SIZEOF_SIZE_T
+    #define __Pyx_sst_abs(value) abs(value)
+#elif SIZEOF_LONG >= SIZEOF_SIZE_T
+    #define __Pyx_sst_abs(value) labs(value)
+#elif defined (_MSC_VER)
+    #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value))
+#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+    #define __Pyx_sst_abs(value) llabs(value)
+#elif defined (__GNUC__)
+    #define __Pyx_sst_abs(value) __builtin_llabs(value)
+#else
+    #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
+#endif
+static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
+static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
+#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
+#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
+#define __Pyx_PyBytes_FromString        PyBytes_FromString
+#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
+static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
+#if PY_MAJOR_VERSION < 3
+    #define __Pyx_PyStr_FromString        __Pyx_PyBytes_FromString
+    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
+#else
+    #define __Pyx_PyStr_FromString        __Pyx_PyUnicode_FromString
+    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
+#endif
+#define __Pyx_PyBytes_AsWritableString(s)     ((char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsWritableSString(s)    ((signed char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsWritableUString(s)    ((unsigned char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsString(s)     ((const char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsSString(s)    ((const signed char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsUString(s)    ((const unsigned char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyObject_AsWritableString(s)    ((char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsWritableSString(s)    ((signed char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsWritableUString(s)    ((unsigned char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsSString(s)    ((const signed char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsUString(s)    ((const unsigned char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_FromCString(s)  __Pyx_PyObject_FromString((const char*)s)
+#define __Pyx_PyBytes_FromCString(s)   __Pyx_PyBytes_FromString((const char*)s)
+#define __Pyx_PyByteArray_FromCString(s)   __Pyx_PyByteArray_FromString((const char*)s)
+#define __Pyx_PyStr_FromCString(s)     __Pyx_PyStr_FromString((const char*)s)
+#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
+static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) {
+    const Py_UNICODE *u_end = u;
+    while (*u_end++) ;
+    return (size_t)(u_end - u - 1);
+}
+#define __Pyx_PyUnicode_FromUnicode(u)       PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
+#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
+#define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
+#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj)
+#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
+static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b);
+static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
+static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*);
+static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
+#define __Pyx_PySequence_Tuple(obj)\
+    (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj))
+static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
+static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
+static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*);
+#if CYTHON_ASSUME_SAFE_MACROS
+#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
+#else
+#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
+#endif
+#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
+#if PY_MAJOR_VERSION >= 3
+#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
+#else
+#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
+#endif
+#define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x))
+#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+static int __Pyx_sys_getdefaultencoding_not_ascii;
+static int __Pyx_init_sys_getdefaultencoding_params(void) {
+    PyObject* sys;
+    PyObject* default_encoding = NULL;
+    PyObject* ascii_chars_u = NULL;
+    PyObject* ascii_chars_b = NULL;
+    const char* default_encoding_c;
+    sys = PyImport_ImportModule("sys");
+    if (!sys) goto bad;
+    default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL);
+    Py_DECREF(sys);
+    if (!default_encoding) goto bad;
+    default_encoding_c = PyBytes_AsString(default_encoding);
+    if (!default_encoding_c) goto bad;
+    if (strcmp(default_encoding_c, "ascii") == 0) {
+        __Pyx_sys_getdefaultencoding_not_ascii = 0;
+    } else {
+        char ascii_chars[128];
+        int c;
+        for (c = 0; c < 128; c++) {
+            ascii_chars[c] = c;
+        }
+        __Pyx_sys_getdefaultencoding_not_ascii = 1;
+        ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
+        if (!ascii_chars_u) goto bad;
+        ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
+        if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
+            PyErr_Format(
+                PyExc_ValueError,
+                "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
+                default_encoding_c);
+            goto bad;
+        }
+        Py_DECREF(ascii_chars_u);
+        Py_DECREF(ascii_chars_b);
+    }
+    Py_DECREF(default_encoding);
+    return 0;
+bad:
+    Py_XDECREF(default_encoding);
+    Py_XDECREF(ascii_chars_u);
+    Py_XDECREF(ascii_chars_b);
+    return -1;
+}
+#endif
+#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
+#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
+#else
+#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
+#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+static char* __PYX_DEFAULT_STRING_ENCODING;
+static int __Pyx_init_sys_getdefaultencoding_params(void) {
+    PyObject* sys;
+    PyObject* default_encoding = NULL;
+    char* default_encoding_c;
+    sys = PyImport_ImportModule("sys");
+    if (!sys) goto bad;
+    default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
+    Py_DECREF(sys);
+    if (!default_encoding) goto bad;
+    default_encoding_c = PyBytes_AsString(default_encoding);
+    if (!default_encoding_c) goto bad;
+    __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c) + 1);
+    if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
+    strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
+    Py_DECREF(default_encoding);
+    return 0;
+bad:
+    Py_XDECREF(default_encoding);
+    return -1;
+}
+#endif
+#endif
+
+
+/* Test for GCC > 2.95 */
+#if defined(__GNUC__)     && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))
+  #define likely(x)   __builtin_expect(!!(x), 1)
+  #define unlikely(x) __builtin_expect(!!(x), 0)
+#else /* !__GNUC__ or GCC < 2.95 */
+  #define likely(x)   (x)
+  #define unlikely(x) (x)
+#endif /* __GNUC__ */
+static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }
+
+static PyObject *__pyx_m = NULL;
+static PyObject *__pyx_d;
+static PyObject *__pyx_b;
+static PyObject *__pyx_cython_runtime = NULL;
+static PyObject *__pyx_empty_tuple;
+static PyObject *__pyx_empty_bytes;
+static PyObject *__pyx_empty_unicode;
+static int __pyx_lineno;
+static int __pyx_clineno = 0;
+static const char * __pyx_cfilenm= __FILE__;
+static const char *__pyx_filename;
+
+
+static const char *__pyx_f[] = {
+  "_pydevd_frame_eval/pydevd_frame_evaluator.pyx",
+  "stringsource",
+  "_pydevd_bundle/pydevd_cython.pxd",
+};
+
+/*--- Type declarations ---*/
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo;
+struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo;
+struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo;
+struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo;
+struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue;
+
+/* "_pydevd_bundle/pydevd_cython.pxd":1
+ * cdef class PyDBAdditionalThreadInfo:             # <<<<<<<<<<<<<<
+ *     cdef public int pydev_state
+ *     cdef public object pydev_step_stop # Actually, it's a frame or None
+ */
+struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo {
+  PyObject_HEAD
+  int pydev_state;
+  PyObject *pydev_step_stop;
+  int pydev_original_step_cmd;
+  int pydev_step_cmd;
+  int pydev_notify_kill;
+  PyObject *pydev_smart_step_stop;
+  int pydev_django_resolve_frame;
+  PyObject *pydev_call_from_jinja2;
+  PyObject *pydev_call_inside_jinja2;
+  int is_tracing;
+  PyObject *conditional_breakpoint_exception;
+  PyObject *pydev_message;
+  int suspend_type;
+  int pydev_next_line;
+  PyObject *pydev_func_name;
+  int suspended_at_unhandled;
+  PyObject *trace_suspend_type;
+  PyObject *top_level_thread_tracer_no_back_frames;
+  PyObject *top_level_thread_tracer_unhandled;
+  PyObject *thread_tracer;
+  PyObject *step_in_initial_location;
+  int pydev_smart_parent_offset;
+  int pydev_smart_child_offset;
+  PyObject *pydev_smart_step_into_variants;
+  PyObject *target_id_to_smart_step_into_variant;
+  int pydev_use_scoped_step_frame;
+};
+
+
+/* "_pydevd_frame_eval/pydevd_frame_evaluator.pyx":24
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+ * 
+ * cdef class ThreadInfo:             # <<<<<<<<<<<<<<
+ * 
+ *     cdef public PyDBAdditionalThreadInfo additional_info
+ */
+struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo {
+  PyObject_HEAD
+  struct __pyx_vtabstruct_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_vtab;
+  struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *additional_info;
+  int is_pydevd_thread;
+  int inside_frame_eval;
+  int fully_initialized;
+  PyObject *thread_trace_func;
+  int _can_create_dummy_thread;
+  int force_stay_in_untraced_mode;
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+
+
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+ * 
+ * 
+ * cdef class FuncCodeInfo:             # <<<<<<<<<<<<<<
+ * 
+ *     cdef public str co_filename
+ */
+struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo {
+  PyObject_HEAD
+  PyObject *co_filename;
+  PyObject *co_name;
+  PyObject *canonical_normalized_filename;
+  int always_skip_code;
+  int breakpoint_found;
+  PyObject *new_code;
+  int breakpoints_mtime;
+};
+
+
+/* "_pydevd_frame_eval/pydevd_frame_evaluator.pyx":316
+ * 
+ * 
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+ * 
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+ */
+struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo {
+  PyObject_HEAD
+  PyObject *line_to_offset;
+  int first_line;
+  int last_line;
+};
+
+
+/* "_pydevd_frame_eval/pydevd_frame_evaluator.pyx":361
+ * 
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+ * cdef class _CacheValue(object):             # <<<<<<<<<<<<<<
+ * 
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+ */
+struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue {
+  PyObject_HEAD
+  struct __pyx_vtabstruct_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue *__pyx_vtab;
+  PyObject *code_obj_py;
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo *code_line_info;
+  PyObject *breakpoints_hit_at_lines;
+  PyObject *code_lines_as_set;
+};
+
+
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+/* "_pydevd_frame_eval/pydevd_frame_evaluator.pyx":24
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+ * 
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+ */
+
+struct __pyx_vtabstruct_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo {
+  PyObject *(*initialize)(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *, PyFrameObject *);
+  PyObject *(*initialize_if_possible)(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *);
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+static struct __pyx_vtabstruct_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_vtabptr_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo;
+
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+ * 
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+ */
+
+struct __pyx_vtabstruct_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue {
+  PyObject *(*compute_force_stay_in_untraced_mode)(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue *, PyObject *, int __pyx_skip_dispatch);
+};
+static struct __pyx_vtabstruct_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue *__pyx_vtabptr_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue;
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+  #define __Pyx_DECREF(r)  __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
+  #define __Pyx_GOTREF(r)  __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
+  #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
+  #define __Pyx_XINCREF(r)  do { if((r) != NULL) {__Pyx_INCREF(r); }} while(0)
+  #define __Pyx_XDECREF(r)  do { if((r) != NULL) {__Pyx_DECREF(r); }} while(0)
+  #define __Pyx_XGOTREF(r)  do { if((r) != NULL) {__Pyx_GOTREF(r); }} while(0)
+  #define __Pyx_XGIVEREF(r) do { if((r) != NULL) {__Pyx_GIVEREF(r);}} while(0)
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+  #define __Pyx_RefNannyDeclarations
+  #define __Pyx_RefNannySetupContext(name, acquire_gil)
+  #define __Pyx_RefNannyFinishContext()
+  #define __Pyx_INCREF(r) Py_INCREF(r)
+  #define __Pyx_DECREF(r) Py_DECREF(r)
+  #define __Pyx_GOTREF(r)
+  #define __Pyx_GIVEREF(r)
+  #define __Pyx_XINCREF(r) Py_XINCREF(r)
+  #define __Pyx_XDECREF(r) Py_XDECREF(r)
+  #define __Pyx_XGOTREF(r)
+  #define __Pyx_XGIVEREF(r)
+#endif
+#define __Pyx_XDECREF_SET(r, v) do {\
+        PyObject *tmp = (PyObject *) r;\
+        r = v; __Pyx_XDECREF(tmp);\
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+#define __Pyx_DECREF_SET(r, v) do {\
+        PyObject *tmp = (PyObject *) r;\
+        r = v; __Pyx_DECREF(tmp);\
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+#define __Pyx_CLEAR(r)    do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0)
+#define __Pyx_XCLEAR(r)   do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0)
+
+/* PyObjectGetAttrStr.proto */
+#if CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name);
+#else
+#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
+#endif
+
+/* GetBuiltinName.proto */
+static PyObject *__Pyx_GetBuiltinName(PyObject *name);
+
+/* PyDictVersioning.proto */
+#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
+#define __PYX_DICT_VERSION_INIT  ((PY_UINT64_T) -1)
+#define __PYX_GET_DICT_VERSION(dict)  (((PyDictObject*)(dict))->ma_version_tag)
+#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\
+    (version_var) = __PYX_GET_DICT_VERSION(dict);\
+    (cache_var) = (value);
+#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\
+    static PY_UINT64_T __pyx_dict_version = 0;\
+    static PyObject *__pyx_dict_cached_value = NULL;\
+    if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\
+        (VAR) = __pyx_dict_cached_value;\
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+        (VAR) = __pyx_dict_cached_value = (LOOKUP);\
+        __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\
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+}
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj);
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj);
+static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version);
+#else
+#define __PYX_GET_DICT_VERSION(dict)  (0)
+#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)
+#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP)  (VAR) = (LOOKUP);
+#endif
+
+/* GetModuleGlobalName.proto */
+#if CYTHON_USE_DICT_VERSIONS
+#define __Pyx_GetModuleGlobalName(var, name)  {\
+    static PY_UINT64_T __pyx_dict_version = 0;\
+    static PyObject *__pyx_dict_cached_value = NULL;\
+    (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) ?\
+        (likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\
+        __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
+}
+#define __Pyx_GetModuleGlobalNameUncached(var, name)  {\
+    PY_UINT64_T __pyx_dict_version;\
+    PyObject *__pyx_dict_cached_value;\
+    (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
+}
+static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value);
+#else
+#define __Pyx_GetModuleGlobalName(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
+#define __Pyx_GetModuleGlobalNameUncached(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
+static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name);
+#endif
+
+/* PyFunctionFastCall.proto */
+#if CYTHON_FAST_PYCALL
+#define __Pyx_PyFunction_FastCall(func, args, nargs)\
+    __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL)
+#if 1 || PY_VERSION_HEX < 0x030600B1
+static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs);
+#else
+#define __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs) _PyFunction_FastCallDict(func, args, nargs, kwargs)
+#endif
+#define __Pyx_BUILD_ASSERT_EXPR(cond)\
+    (sizeof(char [1 - 2*!(cond)]) - 1)
+#ifndef Py_MEMBER_SIZE
+#define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member)
+#endif
+#if CYTHON_FAST_PYCALL
+  static size_t __pyx_pyframe_localsplus_offset = 0;
+  #include "frameobject.h"
+#if PY_VERSION_HEX >= 0x030b00a6
+  #ifndef Py_BUILD_CORE
+    #define Py_BUILD_CORE 1
+  #endif
+  #include "internal/pycore_frame.h"
+#endif
+  #define __Pxy_PyFrame_Initialize_Offsets()\
+    ((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\
+     (void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus)))
+  #define __Pyx_PyFrame_GetLocalsplus(frame)\
+    (assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset))
+#endif // CYTHON_FAST_PYCALL
+#endif
+
+/* PyObjectCall.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw);
+#else
+#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw)
+#endif
+
+/* PyObjectCallMethO.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg);
+#endif
+
+/* PyObjectCallNoArg.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);
+#else
+#define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL)
+#endif
+
+/* PyCFunctionFastCall.proto */
+#if CYTHON_FAST_PYCCALL
+static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func, PyObject **args, Py_ssize_t nargs);
+#else
+#define __Pyx_PyCFunction_FastCall(func, args, nargs)  (assert(0), NULL)
+#endif
+
+/* PyObjectCallOneArg.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg);
+
+/* PyObjectCall2Args.proto */
+static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2);
+
+/* PyIntBinop.proto */
+#if !CYTHON_COMPILING_IN_PYPY
+static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check);
+#else
+#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace, zerodivision_check)\
+    (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2))
+#endif
+
+/* SliceObject.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(
+        PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop,
+        PyObject** py_start, PyObject** py_stop, PyObject** py_slice,
+        int has_cstart, int has_cstop, int wraparound);
+
+/* IncludeStringH.proto */
+#include <string.h>
+
+/* BytesEquals.proto */
+static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals);
+
+/* UnicodeEquals.proto */
+static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals);
+
+/* StrEquals.proto */
+#if PY_MAJOR_VERSION >= 3
+#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals
+#else
+#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals
+#endif
+
+/* PyErrExceptionMatches.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyErr_ExceptionMatches(err) __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err)
+static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err);
+#else
+#define __Pyx_PyErr_ExceptionMatches(err)  PyErr_ExceptionMatches(err)
+#endif
+
+/* PyThreadStateGet.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyThreadState_declare  PyThreadState *__pyx_tstate;
+#define __Pyx_PyThreadState_assign  __pyx_tstate = __Pyx_PyThreadState_Current;
+#define __Pyx_PyErr_Occurred()  __pyx_tstate->curexc_type
+#else
+#define __Pyx_PyThreadState_declare
+#define __Pyx_PyThreadState_assign
+#define __Pyx_PyErr_Occurred()  PyErr_Occurred()
+#endif
+
+/* PyErrFetchRestore.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL)
+#define __Pyx_ErrRestoreWithState(type, value, tb)  __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb)
+#define __Pyx_ErrFetchWithState(type, value, tb)    __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb)
+#define __Pyx_ErrRestore(type, value, tb)  __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb)
+#define __Pyx_ErrFetch(type, value, tb)    __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
+static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL))
+#else
+#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
+#endif
+#else
+#define __Pyx_PyErr_Clear() PyErr_Clear()
+#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
+#define __Pyx_ErrRestoreWithState(type, value, tb)  PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetchWithState(type, value, tb)  PyErr_Fetch(type, value, tb)
+#define __Pyx_ErrRestoreInState(tstate, type, value, tb)  PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetchInState(tstate, type, value, tb)  PyErr_Fetch(type, value, tb)
+#define __Pyx_ErrRestore(type, value, tb)  PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetch(type, value, tb)  PyErr_Fetch(type, value, tb)
+#endif
+
+/* GetAttr.proto */
+static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *);
+
+/* GetAttr3.proto */
+static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *, PyObject *, PyObject *);
+
+/* RaiseException.proto */
+static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause);
+
+/* GetTopmostException.proto */
+#if CYTHON_USE_EXC_INFO_STACK
+static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate);
+#endif
+
+/* SaveResetException.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_ExceptionSave(type, value, tb)  __Pyx__ExceptionSave(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#define __Pyx_ExceptionReset(type, value, tb)  __Pyx__ExceptionReset(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
+#else
+#define __Pyx_ExceptionSave(type, value, tb)   PyErr_GetExcInfo(type, value, tb)
+#define __Pyx_ExceptionReset(type, value, tb)  PyErr_SetExcInfo(type, value, tb)
+#endif
+
+/* GetException.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_GetException(type, value, tb)  __Pyx__GetException(__pyx_tstate, type, value, tb)
+static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#else
+static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb);
+#endif
+
+/* PyObjectLookupSpecial.proto */
+#if CYTHON_USE_PYTYPE_LOOKUP && CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE PyObject* __Pyx_PyObject_LookupSpecial(PyObject* obj, PyObject* attr_name) {
+    PyObject *res;
+    PyTypeObject *tp = Py_TYPE(obj);
+#if PY_MAJOR_VERSION < 3
+    if (unlikely(PyInstance_Check(obj)))
+        return __Pyx_PyObject_GetAttrStr(obj, attr_name);
+#endif
+    res = _PyType_Lookup(tp, attr_name);
+    if (likely(res)) {
+        descrgetfunc f = Py_TYPE(res)->tp_descr_get;
+        if (!f) {
+            Py_INCREF(res);
+        } else {
+            res = f(res, obj, (PyObject *)tp);
+        }
+    } else {
+        PyErr_SetObject(PyExc_AttributeError, attr_name);
+    }
+    return res;
+}
+#else
+#define __Pyx_PyObject_LookupSpecial(o,n) __Pyx_PyObject_GetAttrStr(o,n)
+#endif
+
+/* PyObjectSetAttrStr.proto */
+#if CYTHON_USE_TYPE_SLOTS
+#define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_SetAttrStr(o, n, NULL)
+static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value);
+#else
+#define __Pyx_PyObject_DelAttrStr(o,n)   PyObject_DelAttr(o,n)
+#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v)
+#endif
+
+/* None.proto */
+static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);
+
+/* ExtTypeTest.proto */
+static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type);
+
+/* SwapException.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_ExceptionSwap(type, value, tb)  __Pyx__ExceptionSwap(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#else
+static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb);
+#endif
+
+/* RaiseArgTupleInvalid.proto */
+static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
+    Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found);
+
+/* KeywordStringCheck.proto */
+static int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed);
+
+/* RaiseDoubleKeywords.proto */
+static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);
+
+/* ParseKeywords.proto */
+static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[],\
+    PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,\
+    const char* function_name);
+
+/* ArgTypeTest.proto */
+#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\
+    ((likely((Py_TYPE(obj) == type) | (none_allowed && (obj == Py_None)))) ? 1 :\
+        __Pyx__ArgTypeTest(obj, type, name, exact))
+static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact);
+
+/* DictGetItem.proto */
+#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
+static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key);
+#define __Pyx_PyObject_Dict_GetItem(obj, name)\
+    (likely(PyDict_CheckExact(obj)) ?\
+     __Pyx_PyDict_GetItem(obj, name) : PyObject_GetItem(obj, name))
+#else
+#define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key)
+#define __Pyx_PyObject_Dict_GetItem(obj, name)  PyObject_GetItem(obj, name)
+#endif
+
+/* GetItemInt.proto */
+#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
+    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
+    __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\
+    (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\
+               __Pyx_GetItemInt_Generic(o, to_py_func(i))))
+#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
+    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
+    __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
+    (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL))
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
+                                                              int wraparound, int boundscheck);
+#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
+    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
+    __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
+    (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL))
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
+                                                              int wraparound, int boundscheck);
+static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j);
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i,
+                                                     int is_list, int wraparound, int boundscheck);
+
+/* RaiseTooManyValuesToUnpack.proto */
+static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);
+
+/* RaiseNeedMoreValuesToUnpack.proto */
+static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);
+
+/* IterFinish.proto */
+static CYTHON_INLINE int __Pyx_IterFinish(void);
+
+/* UnpackItemEndCheck.proto */
+static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected);
+
+/* PySequenceContains.proto */
+static CYTHON_INLINE int __Pyx_PySequence_ContainsTF(PyObject* item, PyObject* seq, int eq) {
+    int result = PySequence_Contains(seq, item);
+    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
+}
+
+/* PyObjectGetMethod.proto */
+static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method);
+
+/* PyObjectCallMethod0.proto */
+static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name);
+
+/* RaiseNoneIterError.proto */
+static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void);
+
+/* UnpackTupleError.proto */
+static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index);
+
+/* UnpackTuple2.proto */
+#define __Pyx_unpack_tuple2(tuple, value1, value2, is_tuple, has_known_size, decref_tuple)\
+    (likely(is_tuple || PyTuple_Check(tuple)) ?\
+        (likely(has_known_size || PyTuple_GET_SIZE(tuple) == 2) ?\
+            __Pyx_unpack_tuple2_exact(tuple, value1, value2, decref_tuple) :\
+            (__Pyx_UnpackTupleError(tuple, 2), -1)) :\
+        __Pyx_unpack_tuple2_generic(tuple, value1, value2, has_known_size, decref_tuple))
+static CYTHON_INLINE int __Pyx_unpack_tuple2_exact(
+    PyObject* tuple, PyObject** value1, PyObject** value2, int decref_tuple);
+static int __Pyx_unpack_tuple2_generic(
+    PyObject* tuple, PyObject** value1, PyObject** value2, int has_known_size, int decref_tuple);
+
+/* dict_iter.proto */
+static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* dict, int is_dict, PyObject* method_name,
+                                                   Py_ssize_t* p_orig_length, int* p_is_dict);
+static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* dict_or_iter, Py_ssize_t orig_length, Py_ssize_t* ppos,
+                                              PyObject** pkey, PyObject** pvalue, PyObject** pitem, int is_dict);
+
+/* PyDictContains.proto */
+static CYTHON_INLINE int __Pyx_PyDict_ContainsTF(PyObject* item, PyObject* dict, int eq) {
+    int result = PyDict_Contains(dict, item);
+    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
+}
+
+/* WriteUnraisableException.proto */
+static void __Pyx_WriteUnraisable(const char *name, int clineno,
+                                  int lineno, const char *filename,
+                                  int full_traceback, int nogil);
+
+/* Import.proto */
+static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level);
+
+/* ImportFrom.proto */
+static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name);
+
+/* HasAttr.proto */
+static CYTHON_INLINE int __Pyx_HasAttr(PyObject *, PyObject *);
+
+/* PyObject_GenericGetAttrNoDict.proto */
+#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name);
+#else
+#define __Pyx_PyObject_GenericGetAttrNoDict PyObject_GenericGetAttr
+#endif
+
+/* PyObject_GenericGetAttr.proto */
+#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
+static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name);
+#else
+#define __Pyx_PyObject_GenericGetAttr PyObject_GenericGetAttr
+#endif
+
+/* SetVTable.proto */
+static int __Pyx_SetVtable(PyObject *dict, void *vtable);
+
+/* PyObjectGetAttrStrNoError.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name);
+
+/* SetupReduce.proto */
+static int __Pyx_setup_reduce(PyObject* type_obj);
+
+/* TypeImport.proto */
+#ifndef __PYX_HAVE_RT_ImportType_proto
+#define __PYX_HAVE_RT_ImportType_proto
+enum __Pyx_ImportType_CheckSize {
+   __Pyx_ImportType_CheckSize_Error = 0,
+   __Pyx_ImportType_CheckSize_Warn = 1,
+   __Pyx_ImportType_CheckSize_Ignore = 2
+};
+static PyTypeObject *__Pyx_ImportType(PyObject* module, const char *module_name, const char *class_name, size_t size, enum __Pyx_ImportType_CheckSize check_size);
+#endif
+
+/* CLineInTraceback.proto */
+#ifdef CYTHON_CLINE_IN_TRACEBACK
+#define __Pyx_CLineForTraceback(tstate, c_line)  (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0)
+#else
+static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line);
+#endif
+
+/* CodeObjectCache.proto */
+typedef struct {
+    PyCodeObject* code_object;
+    int code_line;
+} __Pyx_CodeObjectCacheEntry;
+struct __Pyx_CodeObjectCache {
+    int count;
+    int max_count;
+    __Pyx_CodeObjectCacheEntry* entries;
+};
+static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL};
+static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
+static PyCodeObject *__pyx_find_code_object(int code_line);
+static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object);
+
+/* AddTraceback.proto */
+static void __Pyx_AddTraceback(const char *funcname, int c_line,
+                               int py_line, const char *filename);
+
+/* GCCDiagnostics.proto */
+#if defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6))
+#define __Pyx_HAS_GCC_DIAGNOSTIC
+#endif
+
+/* CIntToPy.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);
+
+/* CIntToPy.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);
+
+/* FastTypeChecks.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type)
+static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b);
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type);
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2);
+#else
+#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
+#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type)
+#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2))
+#endif
+#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)
+
+/* CheckBinaryVersion.proto */
+static int __Pyx_check_binary_version(void);
+
+/* InitStrings.proto */
+static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);
+
+static PyObject *__pyx_f_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_initialize(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self, PyFrameObject *__pyx_v_frame_obj); /* proto*/
+static PyObject *__pyx_f_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_initialize_if_possible(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self); /* proto*/
+static PyObject *__pyx_f_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_compute_force_stay_in_untraced_mode(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue *__pyx_v_self, PyObject *__pyx_v_breakpoints, int __pyx_skip_dispatch); /* proto*/
+
+/* Module declarations from 'cpython.mem' */
+
+/* Module declarations from '_pydevd_bundle.pydevd_cython' */
+static PyTypeObject *__pyx_ptype_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo = 0;
+
+/* Module declarations from '_pydevd_frame_eval.pydevd_frame_evaluator' */
+static PyTypeObject *__pyx_ptype_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo = 0;
+static PyTypeObject *__pyx_ptype_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo = 0;
+static PyTypeObject *__pyx_ptype_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo = 0;
+static PyTypeObject *__pyx_ptype_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue = 0;
+static int __pyx_v_18_pydevd_frame_eval_22pydevd_frame_evaluator__code_extra_index;
+static int __pyx_v_18_pydevd_frame_eval_22pydevd_frame_evaluator_IS_PY_39_OWNARDS;
+static struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_f_18_pydevd_frame_eval_22pydevd_frame_evaluator_get_thread_info(PyFrameObject *); /*proto*/
+static struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_f_18_pydevd_frame_eval_22pydevd_frame_evaluator_get_func_code_info(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *, PyFrameObject *, PyCodeObject *); /*proto*/
+static PyObject *__pyx_f_18_pydevd_frame_eval_22pydevd_frame_evaluator_generate_code_with_breakpoints(PyObject *, PyObject *); /*proto*/
+static PyObject *__pyx_f_18_pydevd_frame_eval_22pydevd_frame_evaluator_get_bytecode_while_frame_eval_38(PyFrameObject *, int); /*proto*/
+static PyObject *__pyx_f_18_pydevd_frame_eval_22pydevd_frame_evaluator_get_bytecode_while_frame_eval_39(PyThreadState *, PyFrameObject *, int); /*proto*/
+static PyObject *__pyx_f_18_pydevd_frame_eval_22pydevd_frame_evaluator___pyx_unpickle_ThreadInfo__set_state(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *, PyObject *); /*proto*/
+static PyObject *__pyx_f_18_pydevd_frame_eval_22pydevd_frame_evaluator___pyx_unpickle_FuncCodeInfo__set_state(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *, PyObject *); /*proto*/
+static PyObject *__pyx_f_18_pydevd_frame_eval_22pydevd_frame_evaluator___pyx_unpickle__CodeLineInfo__set_state(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo *, PyObject *); /*proto*/
+static PyObject *__pyx_f_18_pydevd_frame_eval_22pydevd_frame_evaluator___pyx_unpickle__CacheValue__set_state(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue *, PyObject *); /*proto*/
+#define __Pyx_MODULE_NAME "_pydevd_frame_eval.pydevd_frame_evaluator"
+extern int __pyx_module_is_main__pydevd_frame_eval__pydevd_frame_evaluator;
+int __pyx_module_is_main__pydevd_frame_eval__pydevd_frame_evaluator = 0;
+
+/* Implementation of '_pydevd_frame_eval.pydevd_frame_evaluator' */
+static PyObject *__pyx_builtin_AttributeError;
+static PyObject *__pyx_builtin_min;
+static PyObject *__pyx_builtin_max;
+static const char __pyx_k_[] = "/";
+static const char __pyx_k__2[] = "\\";
+static const char __pyx_k__3[] = ".";
+static const char __pyx_k__5[] = "";
+static const char __pyx_k_arg[] = "arg";
+static const char __pyx_k_dis[] = "dis";
+static const char __pyx_k_get[] = "get";
+static const char __pyx_k_max[] = "max";
+static const char __pyx_k_min[] = "min";
+static const char __pyx_k_new[] = "__new__";
+static const char __pyx_k_obj[] = "obj";
+static const char __pyx_k_run[] = "run";
+static const char __pyx_k_sys[] = "sys";
+static const char __pyx_k_call[] = "__call__";
+static const char __pyx_k_dict[] = "__dict__";
+static const char __pyx_k_exec[] = "_exec";
+static const char __pyx_k_exit[] = "__exit__";
+static const char __pyx_k_line[] = "line";
+static const char __pyx_k_main[] = "main";
+static const char __pyx_k_name[] = "__name__";
+static const char __pyx_k_test[] = "__test__";
+static const char __pyx_k_cache[] = "_cache";
+static const char __pyx_k_enter[] = "__enter__";
+static const char __pyx_k_event[] = "event";
+static const char __pyx_k_frame[] = "frame";
+static const char __pyx_k_local[] = "local";
+static const char __pyx_k_mtime[] = "mtime";
+static const char __pyx_k_rfind[] = "rfind";
+static const char __pyx_k_state[] = "state";
+static const char __pyx_k_active[] = "_active";
+static const char __pyx_k_call_2[] = "call";
+static const char __pyx_k_f_back[] = "f_back";
+static const char __pyx_k_import[] = "__import__";
+static const char __pyx_k_main_2[] = "__main__";
+static const char __pyx_k_offset[] = "offset";
+static const char __pyx_k_pickle[] = "pickle";
+static const char __pyx_k_plugin[] = "plugin";
+static const char __pyx_k_pydevd[] = "pydevd";
+static const char __pyx_k_reduce[] = "__reduce__";
+static const char __pyx_k_thread[] = "thread";
+static const char __pyx_k_update[] = "update";
+static const char __pyx_k_f_trace[] = "f_trace";
+static const char __pyx_k_SetTrace[] = "SetTrace";
+static const char __pyx_k_can_skip[] = "can_skip";
+static const char __pyx_k_code_obj[] = "code_obj";
+static const char __pyx_k_getstate[] = "__getstate__";
+static const char __pyx_k_pyx_type[] = "__pyx_type";
+static const char __pyx_k_setstate[] = "__setstate__";
+static const char __pyx_k_bootstrap[] = "__bootstrap";
+static const char __pyx_k_decref_py[] = "decref_py";
+static const char __pyx_k_get_ident[] = "_get_ident";
+static const char __pyx_k_last_line[] = "last_line";
+static const char __pyx_k_pyx_state[] = "__pyx_state";
+static const char __pyx_k_reduce_ex[] = "__reduce_ex__";
+static const char __pyx_k_threading[] = "threading";
+static const char __pyx_k_CacheValue[] = "_CacheValue";
+static const char __pyx_k_ThreadInfo[] = "ThreadInfo";
+static const char __pyx_k_first_line[] = "first_line";
+static const char __pyx_k_global_dbg[] = "global_dbg";
+static const char __pyx_k_issuperset[] = "issuperset";
+static const char __pyx_k_pyx_result[] = "__pyx_result";
+static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
+static const char __pyx_k_DebugHelper[] = "DebugHelper";
+static const char __pyx_k_PickleError[] = "PickleError";
+static const char __pyx_k_bootstrap_2[] = "_bootstrap";
+static const char __pyx_k_breakpoints[] = "breakpoints";
+static const char __pyx_k_code_obj_py[] = "code_obj_py";
+static const char __pyx_k_get_ident_2[] = "get_ident";
+static const char __pyx_k_thread_info[] = "thread_info";
+static const char __pyx_k_CodeLineInfo[] = "_CodeLineInfo";
+static const char __pyx_k_FuncCodeInfo[] = "FuncCodeInfo";
+static const char __pyx_k_intersection[] = "intersection";
+static const char __pyx_k_pydev_monkey[] = "pydev_monkey";
+static const char __pyx_k_pyx_checksum[] = "__pyx_checksum";
+static const char __pyx_k_stringsource[] = "stringsource";
+static const char __pyx_k_version_info[] = "version_info";
+static const char __pyx_k_get_file_type[] = "get_file_type";
+static const char __pyx_k_reduce_cython[] = "__reduce_cython__";
+static const char __pyx_k_thread_active[] = "_thread_active";
+static const char __pyx_k_AttributeError[] = "AttributeError";
+static const char __pyx_k_code_line_info[] = "code_line_info";
+static const char __pyx_k_current_thread[] = "current_thread";
+static const char __pyx_k_findlinestarts[] = "findlinestarts";
+static const char __pyx_k_line_to_offset[] = "line_to_offset";
+static const char __pyx_k_pydevd_tracing[] = "pydevd_tracing";
+static const char __pyx_k_set_trace_func[] = "set_trace_func";
+static const char __pyx_k_trace_dispatch[] = "trace_dispatch";
+static const char __pyx_k_additional_info[] = "additional_info";
+static const char __pyx_k_bootstrap_inner[] = "__bootstrap_inner";
+static const char __pyx_k_frame_eval_func[] = "frame_eval_func";
+static const char __pyx_k_pyx_PickleError[] = "__pyx_PickleError";
+static const char __pyx_k_setstate_cython[] = "__setstate_cython__";
+static const char __pyx_k_stop_frame_eval[] = "stop_frame_eval";
+static const char __pyx_k_bootstrap_inner_2[] = "_bootstrap_inner";
+static const char __pyx_k_pydevd_file_utils[] = "pydevd_file_utils";
+static const char __pyx_k_signature_factory[] = "signature_factory";
+static const char __pyx_k_thread_local_info[] = "_thread_local_info";
+static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
+static const char __pyx_k_get_code_line_info[] = "_get_code_line_info";
+static const char __pyx_k_get_thread_info_py[] = "get_thread_info_py";
+static const char __pyx_k_show_return_values[] = "show_return_values";
+static const char __pyx_k_get_cache_file_type[] = "get_cache_file_type";
+static const char __pyx_k_update_globals_dict[] = "update_globals_dict";
+static const char __pyx_k_GlobalDebuggerHolder[] = "GlobalDebuggerHolder";
+static const char __pyx_k_dummy_trace_dispatch[] = "dummy_trace_dispatch";
+static const char __pyx_k_dummy_tracing_holder[] = "dummy_tracing_holder";
+static const char __pyx_k_insert_pydevd_breaks[] = "insert_pydevd_breaks";
+static const char __pyx_k_get_func_code_info_py[] = "get_func_code_info_py";
+static const char __pyx_k_has_plugin_line_breaks[] = "has_plugin_line_breaks";
+static const char __pyx_k_is_pydev_daemon_thread[] = "is_pydev_daemon_thread";
+static const char __pyx_k_clear_thread_local_info[] = "clear_thread_local_info";
+static const char __pyx_k_pyx_unpickle_ThreadInfo[] = "__pyx_unpickle_ThreadInfo";
+static const char __pyx_k_breakpoints_hit_at_lines[] = "breakpoints_hit_at_lines";
+static const char __pyx_k_pyx_unpickle__CacheValue[] = "__pyx_unpickle__CacheValue";
+static const char __pyx_k_pyx_unpickle_FuncCodeInfo[] = "__pyx_unpickle_FuncCodeInfo";
+static const char __pyx_k_break_on_caught_exceptions[] = "break_on_caught_exceptions";
+static const char __pyx_k_pyx_unpickle__CodeLineInfo[] = "__pyx_unpickle__CodeLineInfo";
+static const char __pyx_k_get_cached_code_obj_info_py[] = "get_cached_code_obj_info_py";
+static const char __pyx_k_has_plugin_exception_breaks[] = "has_plugin_exception_breaks";
+static const char __pyx_k_NORM_PATHS_AND_BASE_CONTAINER[] = "NORM_PATHS_AND_BASE_CONTAINER";
+static const char __pyx_k_pydevd_bundle_pydevd_constants[] = "_pydevd_bundle.pydevd_constants";
+static const char __pyx_k_pydevd_frame_eval_pydevd_frame[] = "_pydevd_frame_eval.pydevd_frame_tracing";
+static const char __pyx_k_If_a_code_object_is_cached_that[] = "If a code object is cached, that same code object must be reused.";
+static const char __pyx_k_get_abs_path_real_path_and_base[] = "get_abs_path_real_path_and_base_from_frame";
+static const char __pyx_k_pydev_bundle__pydev_saved_modul[] = "_pydev_bundle._pydev_saved_modules";
+static const char __pyx_k_pydevd_bundle_pydevd_additional[] = "_pydevd_bundle.pydevd_additional_thread_info";
+static const char __pyx_k_pydevd_bundle_pydevd_trace_disp[] = "_pydevd_bundle.pydevd_trace_dispatch";
+static const char __pyx_k_pydevd_frame_eval_pydevd_modify[] = "_pydevd_frame_eval.pydevd_modify_bytecode";
+static const char __pyx_k_set_additional_thread_info_lock[] = "_set_additional_thread_info_lock";
+static const char __pyx_k_Incompatible_checksums_0x_x_vs_0[] = "Incompatible checksums (0x%x vs (0x0af4089, 0xe535b68, 0xb8148ba) = (_can_create_dummy_thread, additional_info, force_stay_in_untraced_mode, fully_initialized, inside_frame_eval, is_pydevd_thread, thread_trace_func))";
+static const char __pyx_k_break_on_user_uncaught_exception[] = "break_on_user_uncaught_exceptions";
+static const char __pyx_k_compute_force_stay_in_untraced_m[] = "compute_force_stay_in_untraced_mode";
+static const char __pyx_k_fix_top_level_trace_and_get_trac[] = "fix_top_level_trace_and_get_trace_func";
+static const char __pyx_k_function_breakpoint_name_to_brea[] = "function_breakpoint_name_to_breakpoint";
+static const char __pyx_k_generate_code_with_breakpoints_p[] = "generate_code_with_breakpoints_py";
+static const char __pyx_k_pydevd_frame_eval_pydevd_frame_2[] = "_pydevd_frame_eval/pydevd_frame_evaluator.pyx";
+static const char __pyx_k_pydevd_frame_eval_pydevd_frame_3[] = "_pydevd_frame_eval.pydevd_frame_evaluator";
+static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_2[] = "Incompatible checksums (0x%x vs (0xb3ee05d, 0x450d2d6, 0x956dcaa) = (always_skip_code, breakpoint_found, breakpoints_mtime, canonical_normalized_filename, co_filename, co_name, new_code))";
+static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_3[] = "Incompatible checksums (0x%x vs (0x3fbbd02, 0x5a9bcd5, 0x0267473) = (first_line, last_line, line_to_offset))";
+static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_4[] = "Incompatible checksums (0x%x vs (0x3d481b9, 0xac42a46, 0xedff7c3) = (breakpoints_hit_at_lines, code_line_info, code_lines_as_set, code_obj_py))";
+static PyObject *__pyx_kp_s_;
+static PyObject *__pyx_n_s_AttributeError;
+static PyObject *__pyx_n_s_CacheValue;
+static PyObject *__pyx_n_s_CodeLineInfo;
+static PyObject *__pyx_n_s_DebugHelper;
+static PyObject *__pyx_n_s_FuncCodeInfo;
+static PyObject *__pyx_n_s_GlobalDebuggerHolder;
+static PyObject *__pyx_kp_s_If_a_code_object_is_cached_that;
+static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0;
+static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0_2;
+static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0_3;
+static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0_4;
+static PyObject *__pyx_n_s_NORM_PATHS_AND_BASE_CONTAINER;
+static PyObject *__pyx_n_s_PickleError;
+static PyObject *__pyx_n_s_SetTrace;
+static PyObject *__pyx_n_s_ThreadInfo;
+static PyObject *__pyx_kp_s__2;
+static PyObject *__pyx_kp_s__3;
+static PyObject *__pyx_kp_s__5;
+static PyObject *__pyx_n_s_active;
+static PyObject *__pyx_n_s_additional_info;
+static PyObject *__pyx_n_s_arg;
+static PyObject *__pyx_n_s_bootstrap;
+static PyObject *__pyx_n_s_bootstrap_2;
+static PyObject *__pyx_n_s_bootstrap_inner;
+static PyObject *__pyx_n_s_bootstrap_inner_2;
+static PyObject *__pyx_n_s_break_on_caught_exceptions;
+static PyObject *__pyx_n_s_break_on_user_uncaught_exception;
+static PyObject *__pyx_n_s_breakpoints;
+static PyObject *__pyx_n_s_breakpoints_hit_at_lines;
+static PyObject *__pyx_n_s_cache;
+static PyObject *__pyx_n_s_call;
+static PyObject *__pyx_n_s_call_2;
+static PyObject *__pyx_n_s_can_skip;
+static PyObject *__pyx_n_s_clear_thread_local_info;
+static PyObject *__pyx_n_s_cline_in_traceback;
+static PyObject *__pyx_n_s_code_line_info;
+static PyObject *__pyx_n_s_code_obj;
+static PyObject *__pyx_n_s_code_obj_py;
+static PyObject *__pyx_n_s_compute_force_stay_in_untraced_m;
+static PyObject *__pyx_n_s_current_thread;
+static PyObject *__pyx_n_s_decref_py;
+static PyObject *__pyx_n_s_dict;
+static PyObject *__pyx_n_s_dis;
+static PyObject *__pyx_n_s_dummy_trace_dispatch;
+static PyObject *__pyx_n_s_dummy_tracing_holder;
+static PyObject *__pyx_n_s_enter;
+static PyObject *__pyx_n_s_event;
+static PyObject *__pyx_n_s_exec;
+static PyObject *__pyx_n_s_exit;
+static PyObject *__pyx_n_s_f_back;
+static PyObject *__pyx_n_s_f_trace;
+static PyObject *__pyx_n_s_findlinestarts;
+static PyObject *__pyx_n_s_first_line;
+static PyObject *__pyx_n_s_fix_top_level_trace_and_get_trac;
+static PyObject *__pyx_n_s_frame;
+static PyObject *__pyx_n_s_frame_eval_func;
+static PyObject *__pyx_n_s_function_breakpoint_name_to_brea;
+static PyObject *__pyx_n_s_generate_code_with_breakpoints_p;
+static PyObject *__pyx_n_s_get;
+static PyObject *__pyx_n_s_get_abs_path_real_path_and_base;
+static PyObject *__pyx_n_s_get_cache_file_type;
+static PyObject *__pyx_n_s_get_cached_code_obj_info_py;
+static PyObject *__pyx_n_s_get_code_line_info;
+static PyObject *__pyx_n_s_get_file_type;
+static PyObject *__pyx_n_s_get_func_code_info_py;
+static PyObject *__pyx_n_s_get_ident;
+static PyObject *__pyx_n_s_get_ident_2;
+static PyObject *__pyx_n_s_get_thread_info_py;
+static PyObject *__pyx_n_s_getstate;
+static PyObject *__pyx_n_s_global_dbg;
+static PyObject *__pyx_n_s_has_plugin_exception_breaks;
+static PyObject *__pyx_n_s_has_plugin_line_breaks;
+static PyObject *__pyx_n_s_import;
+static PyObject *__pyx_n_s_insert_pydevd_breaks;
+static PyObject *__pyx_n_s_intersection;
+static PyObject *__pyx_n_s_is_pydev_daemon_thread;
+static PyObject *__pyx_n_s_issuperset;
+static PyObject *__pyx_n_s_last_line;
+static PyObject *__pyx_n_s_line;
+static PyObject *__pyx_n_s_line_to_offset;
+static PyObject *__pyx_n_s_local;
+static PyObject *__pyx_n_s_main;
+static PyObject *__pyx_n_s_main_2;
+static PyObject *__pyx_n_s_max;
+static PyObject *__pyx_n_s_min;
+static PyObject *__pyx_n_s_mtime;
+static PyObject *__pyx_n_s_name;
+static PyObject *__pyx_n_s_new;
+static PyObject *__pyx_n_s_obj;
+static PyObject *__pyx_n_s_offset;
+static PyObject *__pyx_n_s_pickle;
+static PyObject *__pyx_n_s_plugin;
+static PyObject *__pyx_n_s_pydev_bundle__pydev_saved_modul;
+static PyObject *__pyx_n_s_pydev_monkey;
+static PyObject *__pyx_n_s_pydevd;
+static PyObject *__pyx_n_s_pydevd_bundle_pydevd_additional;
+static PyObject *__pyx_n_s_pydevd_bundle_pydevd_constants;
+static PyObject *__pyx_n_s_pydevd_bundle_pydevd_trace_disp;
+static PyObject *__pyx_n_s_pydevd_file_utils;
+static PyObject *__pyx_n_s_pydevd_frame_eval_pydevd_frame;
+static PyObject *__pyx_kp_s_pydevd_frame_eval_pydevd_frame_2;
+static PyObject *__pyx_n_s_pydevd_frame_eval_pydevd_frame_3;
+static PyObject *__pyx_n_s_pydevd_frame_eval_pydevd_modify;
+static PyObject *__pyx_n_s_pydevd_tracing;
+static PyObject *__pyx_n_s_pyx_PickleError;
+static PyObject *__pyx_n_s_pyx_checksum;
+static PyObject *__pyx_n_s_pyx_result;
+static PyObject *__pyx_n_s_pyx_state;
+static PyObject *__pyx_n_s_pyx_type;
+static PyObject *__pyx_n_s_pyx_unpickle_FuncCodeInfo;
+static PyObject *__pyx_n_s_pyx_unpickle_ThreadInfo;
+static PyObject *__pyx_n_s_pyx_unpickle__CacheValue;
+static PyObject *__pyx_n_s_pyx_unpickle__CodeLineInfo;
+static PyObject *__pyx_n_s_pyx_vtable;
+static PyObject *__pyx_n_s_reduce;
+static PyObject *__pyx_n_s_reduce_cython;
+static PyObject *__pyx_n_s_reduce_ex;
+static PyObject *__pyx_n_s_rfind;
+static PyObject *__pyx_n_s_run;
+static PyObject *__pyx_n_s_set_additional_thread_info_lock;
+static PyObject *__pyx_n_s_set_trace_func;
+static PyObject *__pyx_n_s_setstate;
+static PyObject *__pyx_n_s_setstate_cython;
+static PyObject *__pyx_n_s_show_return_values;
+static PyObject *__pyx_n_s_signature_factory;
+static PyObject *__pyx_n_s_state;
+static PyObject *__pyx_n_s_stop_frame_eval;
+static PyObject *__pyx_kp_s_stringsource;
+static PyObject *__pyx_n_s_sys;
+static PyObject *__pyx_n_s_test;
+static PyObject *__pyx_n_s_thread;
+static PyObject *__pyx_n_s_thread_active;
+static PyObject *__pyx_n_s_thread_info;
+static PyObject *__pyx_n_s_thread_local_info;
+static PyObject *__pyx_n_s_threading;
+static PyObject *__pyx_n_s_trace_dispatch;
+static PyObject *__pyx_n_s_update;
+static PyObject *__pyx_n_s_update_globals_dict;
+static PyObject *__pyx_n_s_version_info;
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_clear_thread_local_info(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_15additional_info___get__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_15additional_info_2__set__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_15additional_info_4__del__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_16is_pydevd_thread___get__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_16is_pydevd_thread_2__set__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_17inside_frame_eval___get__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_17inside_frame_eval_2__set__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_17fully_initialized___get__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_17fully_initialized_2__set__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_17thread_trace_func___get__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_17thread_trace_func_2__set__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_17thread_trace_func_4__del__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_27force_stay_in_untraced_mode___get__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_27force_stay_in_untraced_mode_2__set__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo___reduce_cython__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_2__setstate_cython__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo___init__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_11co_filename___get__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_11co_filename_2__set__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_11co_filename_4__del__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_7co_name___get__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_7co_name_2__set__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_7co_name_4__del__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_29canonical_normalized_filename___get__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_29canonical_normalized_filename_2__set__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_29canonical_normalized_filename_4__del__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_16breakpoint_found___get__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_16breakpoint_found_2__set__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_8new_code___get__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_8new_code_2__set__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_8new_code_4__del__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_17breakpoints_mtime___get__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self); /* proto */
+static int __pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_17breakpoints_mtime_2__set__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_2__reduce_cython__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_4__setstate_cython__(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_2dummy_trace_dispatch(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_frame, PyObject *__pyx_v_event, PyObject *__pyx_v_arg); /* proto */
+static struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_4get_thread_info_py(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
+static PyObject *__pyx_pf_18_pydevd_frame_eval_22pydevd_frame_evaluator_6decref_py(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj); /* proto */
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+  }
+  if (unlikely(!o)) return 0;
+  p = ((struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *)o);
+  p->__pyx_vtab = __pyx_vtabptr_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo;
+  p->additional_info = ((struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *)Py_None); Py_INCREF(Py_None);
+  p->thread_trace_func = Py_None; Py_INCREF(Py_None);
+  return o;
+}
+
+static void __pyx_tp_dealloc_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo(PyObject *o) {
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *p = (struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *)o;
+  #if CYTHON_USE_TP_FINALIZE
+  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
+    if (PyObject_CallFinalizerFromDealloc(o)) return;
+  }
+  #endif
+  PyObject_GC_UnTrack(o);
+  Py_CLEAR(p->additional_info);
+  Py_CLEAR(p->thread_trace_func);
+  (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo(PyObject *o, visitproc v, void *a) {
+  int e;
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *p = (struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *)o;
+  if (p->additional_info) {
+    e = (*v)(((PyObject *)p->additional_info), a); if (e) return e;
+  }
+  if (p->thread_trace_func) {
+    e = (*v)(p->thread_trace_func, a); if (e) return e;
+  }
+  return 0;
+}
+
+static int __pyx_tp_clear_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo(PyObject *o) {
+  PyObject* tmp;
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *p = (struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo *)o;
+  tmp = ((PyObject*)p->additional_info);
+  p->additional_info = ((struct __pyx_obj_14_pydevd_bundle_13pydevd_cython_PyDBAdditionalThreadInfo *)Py_None); Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  tmp = ((PyObject*)p->thread_trace_func);
+  p->thread_trace_func = Py_None; Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  return 0;
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_additional_info(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_15additional_info_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_additional_info(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_15additional_info_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_15additional_info_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_is_pydevd_thread(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_16is_pydevd_thread_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_is_pydevd_thread(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_16is_pydevd_thread_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_inside_frame_eval(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_17inside_frame_eval_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_inside_frame_eval(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_17inside_frame_eval_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_fully_initialized(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_17fully_initialized_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_fully_initialized(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_17fully_initialized_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_thread_trace_func(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_17thread_trace_func_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_thread_trace_func(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_17thread_trace_func_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_17thread_trace_func_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_force_stay_in_untraced_mode(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_27force_stay_in_untraced_mode_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_force_stay_in_untraced_mode(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_27force_stay_in_untraced_mode_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyMethodDef __pyx_methods_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo[] = {
+  {"__reduce_cython__", (PyCFunction)__pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_1__reduce_cython__, METH_NOARGS, 0},
+  {"__setstate_cython__", (PyCFunction)__pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_3__setstate_cython__, METH_O, 0},
+  {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo[] = {
+  {(char *)"additional_info", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_additional_info, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_additional_info, (char *)0, 0},
+  {(char *)"is_pydevd_thread", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_is_pydevd_thread, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_is_pydevd_thread, (char *)0, 0},
+  {(char *)"inside_frame_eval", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_inside_frame_eval, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_inside_frame_eval, (char *)0, 0},
+  {(char *)"fully_initialized", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_fully_initialized, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_fully_initialized, (char *)0, 0},
+  {(char *)"thread_trace_func", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_thread_trace_func, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_thread_trace_func, (char *)0, 0},
+  {(char *)"force_stay_in_untraced_mode", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_force_stay_in_untraced_mode, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_10ThreadInfo_force_stay_in_untraced_mode, (char *)0, 0},
+  {0, 0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo = {
+  PyVarObject_HEAD_INIT(0, 0)
+  "_pydevd_frame_eval.pydevd_frame_evaluator.ThreadInfo", /*tp_name*/
+  sizeof(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo), /*tp_basicsize*/
+  0, /*tp_itemsize*/
+  __pyx_tp_dealloc_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo, /*tp_dealloc*/
+  #if PY_VERSION_HEX < 0x030800b4
+  0, /*tp_print*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4
+  0, /*tp_vectorcall_offset*/
+  #endif
+  0, /*tp_getattr*/
+  0, /*tp_setattr*/
+  #if PY_MAJOR_VERSION < 3
+  0, /*tp_compare*/
+  #endif
+  #if PY_MAJOR_VERSION >= 3
+  0, /*tp_as_async*/
+  #endif
+  0, /*tp_repr*/
+  0, /*tp_as_number*/
+  0, /*tp_as_sequence*/
+  0, /*tp_as_mapping*/
+  0, /*tp_hash*/
+  0, /*tp_call*/
+  0, /*tp_str*/
+  0, /*tp_getattro*/
+  0, /*tp_setattro*/
+  0, /*tp_as_buffer*/
+  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+  0, /*tp_doc*/
+  __pyx_tp_traverse_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo, /*tp_traverse*/
+  __pyx_tp_clear_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo, /*tp_clear*/
+  0, /*tp_richcompare*/
+  0, /*tp_weaklistoffset*/
+  0, /*tp_iter*/
+  0, /*tp_iternext*/
+  __pyx_methods_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo, /*tp_methods*/
+  0, /*tp_members*/
+  __pyx_getsets_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo, /*tp_getset*/
+  0, /*tp_base*/
+  0, /*tp_dict*/
+  0, /*tp_descr_get*/
+  0, /*tp_descr_set*/
+  0, /*tp_dictoffset*/
+  0, /*tp_init*/
+  0, /*tp_alloc*/
+  __pyx_tp_new_18_pydevd_frame_eval_22pydevd_frame_evaluator_ThreadInfo, /*tp_new*/
+  0, /*tp_free*/
+  0, /*tp_is_gc*/
+  0, /*tp_bases*/
+  0, /*tp_mro*/
+  0, /*tp_cache*/
+  0, /*tp_subclasses*/
+  0, /*tp_weaklist*/
+  0, /*tp_del*/
+  0, /*tp_version_tag*/
+  #if PY_VERSION_HEX >= 0x030400a1
+  0, /*tp_finalize*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
+  0, /*tp_vectorcall*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
+  0, /*tp_print*/
+  #endif
+  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
+  0, /*tp_pypy_flags*/
+  #endif
+};
+
+static PyObject *__pyx_tp_new_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *p;
+  PyObject *o;
+  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
+    o = (*t->tp_alloc)(t, 0);
+  } else {
+    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
+  }
+  if (unlikely(!o)) return 0;
+  p = ((struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *)o);
+  p->co_filename = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  p->co_name = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  p->canonical_normalized_filename = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  p->new_code = Py_None; Py_INCREF(Py_None);
+  return o;
+}
+
+static void __pyx_tp_dealloc_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo(PyObject *o) {
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *p = (struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *)o;
+  #if CYTHON_USE_TP_FINALIZE
+  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
+    if (PyObject_CallFinalizerFromDealloc(o)) return;
+  }
+  #endif
+  PyObject_GC_UnTrack(o);
+  Py_CLEAR(p->co_filename);
+  Py_CLEAR(p->co_name);
+  Py_CLEAR(p->canonical_normalized_filename);
+  Py_CLEAR(p->new_code);
+  (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo(PyObject *o, visitproc v, void *a) {
+  int e;
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *p = (struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *)o;
+  if (p->new_code) {
+    e = (*v)(p->new_code, a); if (e) return e;
+  }
+  return 0;
+}
+
+static int __pyx_tp_clear_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo(PyObject *o) {
+  PyObject* tmp;
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *p = (struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo *)o;
+  tmp = ((PyObject*)p->new_code);
+  p->new_code = Py_None; Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  return 0;
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_co_filename(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_11co_filename_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_co_filename(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_11co_filename_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_11co_filename_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_co_name(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_7co_name_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_co_name(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_7co_name_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_7co_name_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_canonical_normalized_filename(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_29canonical_normalized_filename_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_canonical_normalized_filename(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_29canonical_normalized_filename_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_29canonical_normalized_filename_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_breakpoint_found(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_16breakpoint_found_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_breakpoint_found(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_16breakpoint_found_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_new_code(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_8new_code_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_new_code(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_8new_code_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_8new_code_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_breakpoints_mtime(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_17breakpoints_mtime_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_breakpoints_mtime(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_17breakpoints_mtime_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyMethodDef __pyx_methods_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo[] = {
+  {"__reduce_cython__", (PyCFunction)__pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_3__reduce_cython__, METH_NOARGS, 0},
+  {"__setstate_cython__", (PyCFunction)__pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_5__setstate_cython__, METH_O, 0},
+  {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo[] = {
+  {(char *)"co_filename", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_co_filename, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_co_filename, (char *)0, 0},
+  {(char *)"co_name", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_co_name, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_co_name, (char *)0, 0},
+  {(char *)"canonical_normalized_filename", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_canonical_normalized_filename, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_canonical_normalized_filename, (char *)0, 0},
+  {(char *)"breakpoint_found", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_breakpoint_found, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_breakpoint_found, (char *)0, 0},
+  {(char *)"new_code", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_new_code, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_new_code, (char *)0, 0},
+  {(char *)"breakpoints_mtime", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_breakpoints_mtime, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_breakpoints_mtime, (char *)0, 0},
+  {0, 0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo = {
+  PyVarObject_HEAD_INIT(0, 0)
+  "_pydevd_frame_eval.pydevd_frame_evaluator.FuncCodeInfo", /*tp_name*/
+  sizeof(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo), /*tp_basicsize*/
+  0, /*tp_itemsize*/
+  __pyx_tp_dealloc_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo, /*tp_dealloc*/
+  #if PY_VERSION_HEX < 0x030800b4
+  0, /*tp_print*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4
+  0, /*tp_vectorcall_offset*/
+  #endif
+  0, /*tp_getattr*/
+  0, /*tp_setattr*/
+  #if PY_MAJOR_VERSION < 3
+  0, /*tp_compare*/
+  #endif
+  #if PY_MAJOR_VERSION >= 3
+  0, /*tp_as_async*/
+  #endif
+  0, /*tp_repr*/
+  0, /*tp_as_number*/
+  0, /*tp_as_sequence*/
+  0, /*tp_as_mapping*/
+  0, /*tp_hash*/
+  0, /*tp_call*/
+  0, /*tp_str*/
+  0, /*tp_getattro*/
+  0, /*tp_setattro*/
+  0, /*tp_as_buffer*/
+  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+  0, /*tp_doc*/
+  __pyx_tp_traverse_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo, /*tp_traverse*/
+  __pyx_tp_clear_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo, /*tp_clear*/
+  0, /*tp_richcompare*/
+  0, /*tp_weaklistoffset*/
+  0, /*tp_iter*/
+  0, /*tp_iternext*/
+  __pyx_methods_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo, /*tp_methods*/
+  0, /*tp_members*/
+  __pyx_getsets_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo, /*tp_getset*/
+  0, /*tp_base*/
+  0, /*tp_dict*/
+  0, /*tp_descr_get*/
+  0, /*tp_descr_set*/
+  0, /*tp_dictoffset*/
+  __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_12FuncCodeInfo_1__init__, /*tp_init*/
+  0, /*tp_alloc*/
+  __pyx_tp_new_18_pydevd_frame_eval_22pydevd_frame_evaluator_FuncCodeInfo, /*tp_new*/
+  0, /*tp_free*/
+  0, /*tp_is_gc*/
+  0, /*tp_bases*/
+  0, /*tp_mro*/
+  0, /*tp_cache*/
+  0, /*tp_subclasses*/
+  0, /*tp_weaklist*/
+  0, /*tp_del*/
+  0, /*tp_version_tag*/
+  #if PY_VERSION_HEX >= 0x030400a1
+  0, /*tp_finalize*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
+  0, /*tp_vectorcall*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
+  0, /*tp_print*/
+  #endif
+  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
+  0, /*tp_pypy_flags*/
+  #endif
+};
+
+static PyObject *__pyx_tp_new_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo *p;
+  PyObject *o;
+  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
+    o = (*t->tp_alloc)(t, 0);
+  } else {
+    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
+  }
+  if (unlikely(!o)) return 0;
+  p = ((struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo *)o);
+  p->line_to_offset = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  return o;
+}
+
+static void __pyx_tp_dealloc_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo(PyObject *o) {
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo *p = (struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo *)o;
+  #if CYTHON_USE_TP_FINALIZE
+  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
+    if (PyObject_CallFinalizerFromDealloc(o)) return;
+  }
+  #endif
+  PyObject_GC_UnTrack(o);
+  Py_CLEAR(p->line_to_offset);
+  (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo(PyObject *o, visitproc v, void *a) {
+  int e;
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo *p = (struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo *)o;
+  if (p->line_to_offset) {
+    e = (*v)(p->line_to_offset, a); if (e) return e;
+  }
+  return 0;
+}
+
+static int __pyx_tp_clear_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo(PyObject *o) {
+  PyObject* tmp;
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo *p = (struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo *)o;
+  tmp = ((PyObject*)p->line_to_offset);
+  p->line_to_offset = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  return 0;
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_line_to_offset(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_14line_to_offset_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_line_to_offset(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_14line_to_offset_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_14line_to_offset_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_first_line(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_10first_line_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_first_line(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_10first_line_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_last_line(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_9last_line_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_last_line(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_9last_line_3__set__(o, v);
+  }
+  else {
+    PyErr_SetString(PyExc_NotImplementedError, "__del__");
+    return -1;
+  }
+}
+
+static PyMethodDef __pyx_methods_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo[] = {
+  {"__reduce_cython__", (PyCFunction)__pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_3__reduce_cython__, METH_NOARGS, 0},
+  {"__setstate_cython__", (PyCFunction)__pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_5__setstate_cython__, METH_O, 0},
+  {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo[] = {
+  {(char *)"line_to_offset", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_line_to_offset, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_line_to_offset, (char *)0, 0},
+  {(char *)"first_line", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_first_line, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_first_line, (char *)0, 0},
+  {(char *)"last_line", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_last_line, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_last_line, (char *)0, 0},
+  {0, 0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo = {
+  PyVarObject_HEAD_INIT(0, 0)
+  "_pydevd_frame_eval.pydevd_frame_evaluator._CodeLineInfo", /*tp_name*/
+  sizeof(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo), /*tp_basicsize*/
+  0, /*tp_itemsize*/
+  __pyx_tp_dealloc_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo, /*tp_dealloc*/
+  #if PY_VERSION_HEX < 0x030800b4
+  0, /*tp_print*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4
+  0, /*tp_vectorcall_offset*/
+  #endif
+  0, /*tp_getattr*/
+  0, /*tp_setattr*/
+  #if PY_MAJOR_VERSION < 3
+  0, /*tp_compare*/
+  #endif
+  #if PY_MAJOR_VERSION >= 3
+  0, /*tp_as_async*/
+  #endif
+  0, /*tp_repr*/
+  0, /*tp_as_number*/
+  0, /*tp_as_sequence*/
+  0, /*tp_as_mapping*/
+  0, /*tp_hash*/
+  0, /*tp_call*/
+  0, /*tp_str*/
+  0, /*tp_getattro*/
+  0, /*tp_setattro*/
+  0, /*tp_as_buffer*/
+  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+  0, /*tp_doc*/
+  __pyx_tp_traverse_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo, /*tp_traverse*/
+  __pyx_tp_clear_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo, /*tp_clear*/
+  0, /*tp_richcompare*/
+  0, /*tp_weaklistoffset*/
+  0, /*tp_iter*/
+  0, /*tp_iternext*/
+  __pyx_methods_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo, /*tp_methods*/
+  0, /*tp_members*/
+  __pyx_getsets_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo, /*tp_getset*/
+  0, /*tp_base*/
+  0, /*tp_dict*/
+  0, /*tp_descr_get*/
+  0, /*tp_descr_set*/
+  0, /*tp_dictoffset*/
+  __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_13_CodeLineInfo_1__init__, /*tp_init*/
+  0, /*tp_alloc*/
+  __pyx_tp_new_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo, /*tp_new*/
+  0, /*tp_free*/
+  0, /*tp_is_gc*/
+  0, /*tp_bases*/
+  0, /*tp_mro*/
+  0, /*tp_cache*/
+  0, /*tp_subclasses*/
+  0, /*tp_weaklist*/
+  0, /*tp_del*/
+  0, /*tp_version_tag*/
+  #if PY_VERSION_HEX >= 0x030400a1
+  0, /*tp_finalize*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
+  0, /*tp_vectorcall*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
+  0, /*tp_print*/
+  #endif
+  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
+  0, /*tp_pypy_flags*/
+  #endif
+};
+static struct __pyx_vtabstruct_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue __pyx_vtable_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue;
+
+static PyObject *__pyx_tp_new_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue *p;
+  PyObject *o;
+  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
+    o = (*t->tp_alloc)(t, 0);
+  } else {
+    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
+  }
+  if (unlikely(!o)) return 0;
+  p = ((struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue *)o);
+  p->__pyx_vtab = __pyx_vtabptr_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue;
+  p->code_obj_py = Py_None; Py_INCREF(Py_None);
+  p->code_line_info = ((struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo *)Py_None); Py_INCREF(Py_None);
+  p->breakpoints_hit_at_lines = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  p->code_lines_as_set = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  return o;
+}
+
+static void __pyx_tp_dealloc_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue(PyObject *o) {
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue *p = (struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue *)o;
+  #if CYTHON_USE_TP_FINALIZE
+  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
+    if (PyObject_CallFinalizerFromDealloc(o)) return;
+  }
+  #endif
+  PyObject_GC_UnTrack(o);
+  Py_CLEAR(p->code_obj_py);
+  Py_CLEAR(p->code_line_info);
+  Py_CLEAR(p->breakpoints_hit_at_lines);
+  Py_CLEAR(p->code_lines_as_set);
+  (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue(PyObject *o, visitproc v, void *a) {
+  int e;
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue *p = (struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue *)o;
+  if (p->code_obj_py) {
+    e = (*v)(p->code_obj_py, a); if (e) return e;
+  }
+  if (p->code_line_info) {
+    e = (*v)(((PyObject *)p->code_line_info), a); if (e) return e;
+  }
+  if (p->breakpoints_hit_at_lines) {
+    e = (*v)(p->breakpoints_hit_at_lines, a); if (e) return e;
+  }
+  if (p->code_lines_as_set) {
+    e = (*v)(p->code_lines_as_set, a); if (e) return e;
+  }
+  return 0;
+}
+
+static int __pyx_tp_clear_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue(PyObject *o) {
+  PyObject* tmp;
+  struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue *p = (struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue *)o;
+  tmp = ((PyObject*)p->code_obj_py);
+  p->code_obj_py = Py_None; Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  tmp = ((PyObject*)p->code_line_info);
+  p->code_line_info = ((struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CodeLineInfo *)Py_None); Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  tmp = ((PyObject*)p->breakpoints_hit_at_lines);
+  p->breakpoints_hit_at_lines = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  tmp = ((PyObject*)p->code_lines_as_set);
+  p->code_lines_as_set = ((PyObject*)Py_None); Py_INCREF(Py_None);
+  Py_XDECREF(tmp);
+  return 0;
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_code_obj_py(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_11code_obj_py_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_code_obj_py(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_11code_obj_py_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_11code_obj_py_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_code_line_info(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_14code_line_info_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_code_line_info(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_14code_line_info_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_14code_line_info_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_breakpoints_hit_at_lines(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_24breakpoints_hit_at_lines_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_breakpoints_hit_at_lines(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_24breakpoints_hit_at_lines_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_24breakpoints_hit_at_lines_5__del__(o);
+  }
+}
+
+static PyObject *__pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_code_lines_as_set(PyObject *o, CYTHON_UNUSED void *x) {
+  return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_17code_lines_as_set_1__get__(o);
+}
+
+static int __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_code_lines_as_set(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+  if (v) {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_17code_lines_as_set_3__set__(o, v);
+  }
+  else {
+    return __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_17code_lines_as_set_5__del__(o);
+  }
+}
+
+static PyMethodDef __pyx_methods_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue[] = {
+  {"compute_force_stay_in_untraced_mode", (PyCFunction)__pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_3compute_force_stay_in_untraced_mode, METH_O, __pyx_doc_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_2compute_force_stay_in_untraced_mode},
+  {"__reduce_cython__", (PyCFunction)__pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_5__reduce_cython__, METH_NOARGS, 0},
+  {"__setstate_cython__", (PyCFunction)__pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_7__setstate_cython__, METH_O, 0},
+  {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue[] = {
+  {(char *)"code_obj_py", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_code_obj_py, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_code_obj_py, (char *)0, 0},
+  {(char *)"code_line_info", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_code_line_info, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_code_line_info, (char *)0, 0},
+  {(char *)"breakpoints_hit_at_lines", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_breakpoints_hit_at_lines, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_breakpoints_hit_at_lines, (char *)0, 0},
+  {(char *)"code_lines_as_set", __pyx_getprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_code_lines_as_set, __pyx_setprop_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_code_lines_as_set, (char *)0, 0},
+  {0, 0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue = {
+  PyVarObject_HEAD_INIT(0, 0)
+  "_pydevd_frame_eval.pydevd_frame_evaluator._CacheValue", /*tp_name*/
+  sizeof(struct __pyx_obj_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue), /*tp_basicsize*/
+  0, /*tp_itemsize*/
+  __pyx_tp_dealloc_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue, /*tp_dealloc*/
+  #if PY_VERSION_HEX < 0x030800b4
+  0, /*tp_print*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4
+  0, /*tp_vectorcall_offset*/
+  #endif
+  0, /*tp_getattr*/
+  0, /*tp_setattr*/
+  #if PY_MAJOR_VERSION < 3
+  0, /*tp_compare*/
+  #endif
+  #if PY_MAJOR_VERSION >= 3
+  0, /*tp_as_async*/
+  #endif
+  0, /*tp_repr*/
+  0, /*tp_as_number*/
+  0, /*tp_as_sequence*/
+  0, /*tp_as_mapping*/
+  0, /*tp_hash*/
+  0, /*tp_call*/
+  0, /*tp_str*/
+  0, /*tp_getattro*/
+  0, /*tp_setattro*/
+  0, /*tp_as_buffer*/
+  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+  0, /*tp_doc*/
+  __pyx_tp_traverse_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue, /*tp_traverse*/
+  __pyx_tp_clear_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue, /*tp_clear*/
+  0, /*tp_richcompare*/
+  0, /*tp_weaklistoffset*/
+  0, /*tp_iter*/
+  0, /*tp_iternext*/
+  __pyx_methods_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue, /*tp_methods*/
+  0, /*tp_members*/
+  __pyx_getsets_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue, /*tp_getset*/
+  0, /*tp_base*/
+  0, /*tp_dict*/
+  0, /*tp_descr_get*/
+  0, /*tp_descr_set*/
+  0, /*tp_dictoffset*/
+  __pyx_pw_18_pydevd_frame_eval_22pydevd_frame_evaluator_11_CacheValue_1__init__, /*tp_init*/
+  0, /*tp_alloc*/
+  __pyx_tp_new_18_pydevd_frame_eval_22pydevd_frame_evaluator__CacheValue, /*tp_new*/
+  0, /*tp_free*/
+  0, /*tp_is_gc*/
+  0, /*tp_bases*/
+  0, /*tp_mro*/
+  0, /*tp_cache*/
+  0, /*tp_subclasses*/
+  0, /*tp_weaklist*/
+  0, /*tp_del*/
+  0, /*tp_version_tag*/
+  #if PY_VERSION_HEX >= 0x030400a1
+  0, /*tp_finalize*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
+  0, /*tp_vectorcall*/
+  #endif
+  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
+  0, /*tp_print*/
+  #endif
+  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
+  0, /*tp_pypy_flags*/
+  #endif
+};
+
+static PyMethodDef __pyx_methods[] = {
+  {0, 0, 0, 0}
+};
+
+#if PY_MAJOR_VERSION >= 3
+#if CYTHON_PEP489_MULTI_PHASE_INIT
+static PyObject* __pyx_pymod_create(PyObject *spec, PyModuleDef *def); /*proto*/
+static int __pyx_pymod_exec_pydevd_frame_evaluator(PyObject* module); /*proto*/
+static PyModuleDef_Slot __pyx_moduledef_slots[] = {
+  {Py_mod_create, (void*)__pyx_pymod_create},
+  {Py_mod_exec, (void*)__pyx_pymod_exec_pydevd_frame_evaluator},
+  {0, NULL}
+};
+#endif
+
+static struct PyModuleDef __pyx_moduledef = {
+    PyModuleDef_HEAD_INIT,
+    "pydevd_frame_evaluator",
+    0, /* m_doc */
+  #if CYTHON_PEP489_MULTI_PHASE_INIT
+    0, /* m_size */
+  #else
+    -1, /* m_size */
+  #endif
+    __pyx_methods /* m_methods */,
+  #if CYTHON_PEP489_MULTI_PHASE_INIT
+    __pyx_moduledef_slots, /* m_slots */
+  #else
+    NULL, /* m_reload */
+  #endif
+    NULL, /* m_traverse */
+    NULL, /* m_clear */
+    NULL /* m_free */
+};
+#endif
+#ifndef CYTHON_SMALL_CODE
+#if defined(__clang__)
+    #define CYTHON_SMALL_CODE
+#elif defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3))
+    #define CYTHON_SMALL_CODE __attribute__((cold))
+#else
+    #define CYTHON_SMALL_CODE
+#endif
+#endif
+
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+  {&__pyx_n_s_CacheValue, __pyx_k_CacheValue, sizeof(__pyx_k_CacheValue), 0, 0, 1, 1},
+  {&__pyx_n_s_CodeLineInfo, __pyx_k_CodeLineInfo, sizeof(__pyx_k_CodeLineInfo), 0, 0, 1, 1},
+  {&__pyx_n_s_DebugHelper, __pyx_k_DebugHelper, sizeof(__pyx_k_DebugHelper), 0, 0, 1, 1},
+  {&__pyx_n_s_FuncCodeInfo, __pyx_k_FuncCodeInfo, sizeof(__pyx_k_FuncCodeInfo), 0, 0, 1, 1},
+  {&__pyx_n_s_GlobalDebuggerHolder, __pyx_k_GlobalDebuggerHolder, sizeof(__pyx_k_GlobalDebuggerHolder), 0, 0, 1, 1},
+  {&__pyx_kp_s_If_a_code_object_is_cached_that, __pyx_k_If_a_code_object_is_cached_that, sizeof(__pyx_k_If_a_code_object_is_cached_that), 0, 0, 1, 0},
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+  {&__pyx_kp_s_Incompatible_checksums_0x_x_vs_0_2, __pyx_k_Incompatible_checksums_0x_x_vs_0_2, sizeof(__pyx_k_Incompatible_checksums_0x_x_vs_0_2), 0, 0, 1, 0},
+  {&__pyx_kp_s_Incompatible_checksums_0x_x_vs_0_3, __pyx_k_Incompatible_checksums_0x_x_vs_0_3, sizeof(__pyx_k_Incompatible_checksums_0x_x_vs_0_3), 0, 0, 1, 0},
+  {&__pyx_kp_s_Incompatible_checksums_0x_x_vs_0_4, __pyx_k_Incompatible_checksums_0x_x_vs_0_4, sizeof(__pyx_k_Incompatible_checksums_0x_x_vs_0_4), 0, 0, 1, 0},
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+  {&__pyx_n_s_PickleError, __pyx_k_PickleError, sizeof(__pyx_k_PickleError), 0, 0, 1, 1},
+  {&__pyx_n_s_SetTrace, __pyx_k_SetTrace, sizeof(__pyx_k_SetTrace), 0, 0, 1, 1},
+  {&__pyx_n_s_ThreadInfo, __pyx_k_ThreadInfo, sizeof(__pyx_k_ThreadInfo), 0, 0, 1, 1},
+  {&__pyx_kp_s__2, __pyx_k__2, sizeof(__pyx_k__2), 0, 0, 1, 0},
+  {&__pyx_kp_s__3, __pyx_k__3, sizeof(__pyx_k__3), 0, 0, 1, 0},
+  {&__pyx_kp_s__5, __pyx_k__5, sizeof(__pyx_k__5), 0, 0, 1, 0},
+  {&__pyx_n_s_active, __pyx_k_active, sizeof(__pyx_k_active), 0, 0, 1, 1},
+  {&__pyx_n_s_additional_info, __pyx_k_additional_info, sizeof(__pyx_k_additional_info), 0, 0, 1, 1},
+  {&__pyx_n_s_arg, __pyx_k_arg, sizeof(__pyx_k_arg), 0, 0, 1, 1},
+  {&__pyx_n_s_bootstrap, __pyx_k_bootstrap, sizeof(__pyx_k_bootstrap), 0, 0, 1, 1},
+  {&__pyx_n_s_bootstrap_2, __pyx_k_bootstrap_2, sizeof(__pyx_k_bootstrap_2), 0, 0, 1, 1},
+  {&__pyx_n_s_bootstrap_inner, __pyx_k_bootstrap_inner, sizeof(__pyx_k_bootstrap_inner), 0, 0, 1, 1},
+  {&__pyx_n_s_bootstrap_inner_2, __pyx_k_bootstrap_inner_2, sizeof(__pyx_k_bootstrap_inner_2), 0, 0, 1, 1},
+  {&__pyx_n_s_break_on_caught_exceptions, __pyx_k_break_on_caught_exceptions, sizeof(__pyx_k_break_on_caught_exceptions), 0, 0, 1, 1},
+  {&__pyx_n_s_break_on_user_uncaught_exception, __pyx_k_break_on_user_uncaught_exception, sizeof(__pyx_k_break_on_user_uncaught_exception), 0, 0, 1, 1},
+  {&__pyx_n_s_breakpoints, __pyx_k_breakpoints, sizeof(__pyx_k_breakpoints), 0, 0, 1, 1},
+  {&__pyx_n_s_breakpoints_hit_at_lines, __pyx_k_breakpoints_hit_at_lines, sizeof(__pyx_k_breakpoints_hit_at_lines), 0, 0, 1, 1},
+  {&__pyx_n_s_cache, __pyx_k_cache, sizeof(__pyx_k_cache), 0, 0, 1, 1},
+  {&__pyx_n_s_call, __pyx_k_call, sizeof(__pyx_k_call), 0, 0, 1, 1},
+  {&__pyx_n_s_call_2, __pyx_k_call_2, sizeof(__pyx_k_call_2), 0, 0, 1, 1},
+  {&__pyx_n_s_can_skip, __pyx_k_can_skip, sizeof(__pyx_k_can_skip), 0, 0, 1, 1},
+  {&__pyx_n_s_clear_thread_local_info, __pyx_k_clear_thread_local_info, sizeof(__pyx_k_clear_thread_local_info), 0, 0, 1, 1},
+  {&__pyx_n_s_cline_in_traceback, __pyx_k_cline_in_traceback, sizeof(__pyx_k_cline_in_traceback), 0, 0, 1, 1},
+  {&__pyx_n_s_code_line_info, __pyx_k_code_line_info, sizeof(__pyx_k_code_line_info), 0, 0, 1, 1},
+  {&__pyx_n_s_code_obj, __pyx_k_code_obj, sizeof(__pyx_k_code_obj), 0, 0, 1, 1},
+  {&__pyx_n_s_code_obj_py, __pyx_k_code_obj_py, sizeof(__pyx_k_code_obj_py), 0, 0, 1, 1},
+  {&__pyx_n_s_compute_force_stay_in_untraced_m, __pyx_k_compute_force_stay_in_untraced_m, sizeof(__pyx_k_compute_force_stay_in_untraced_m), 0, 0, 1, 1},
+  {&__pyx_n_s_current_thread, __pyx_k_current_thread, sizeof(__pyx_k_current_thread), 0, 0, 1, 1},
+  {&__pyx_n_s_decref_py, __pyx_k_decref_py, sizeof(__pyx_k_decref_py), 0, 0, 1, 1},
+  {&__pyx_n_s_dict, __pyx_k_dict, sizeof(__pyx_k_dict), 0, 0, 1, 1},
+  {&__pyx_n_s_dis, __pyx_k_dis, sizeof(__pyx_k_dis), 0, 0, 1, 1},
+  {&__pyx_n_s_dummy_trace_dispatch, __pyx_k_dummy_trace_dispatch, sizeof(__pyx_k_dummy_trace_dispatch), 0, 0, 1, 1},
+  {&__pyx_n_s_dummy_tracing_holder, __pyx_k_dummy_tracing_holder, sizeof(__pyx_k_dummy_tracing_holder), 0, 0, 1, 1},
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+  {&__pyx_n_s_event, __pyx_k_event, sizeof(__pyx_k_event), 0, 0, 1, 1},
+  {&__pyx_n_s_exec, __pyx_k_exec, sizeof(__pyx_k_exec), 0, 0, 1, 1},
+  {&__pyx_n_s_exit, __pyx_k_exit, sizeof(__pyx_k_exit), 0, 0, 1, 1},
+  {&__pyx_n_s_f_back, __pyx_k_f_back, sizeof(__pyx_k_f_back), 0, 0, 1, 1},
+  {&__pyx_n_s_f_trace, __pyx_k_f_trace, sizeof(__pyx_k_f_trace), 0, 0, 1, 1},
+  {&__pyx_n_s_findlinestarts, __pyx_k_findlinestarts, sizeof(__pyx_k_findlinestarts), 0, 0, 1, 1},
+  {&__pyx_n_s_first_line, __pyx_k_first_line, sizeof(__pyx_k_first_line), 0, 0, 1, 1},
+  {&__pyx_n_s_fix_top_level_trace_and_get_trac, __pyx_k_fix_top_level_trace_and_get_trac, sizeof(__pyx_k_fix_top_level_trace_and_get_trac), 0, 0, 1, 1},
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+  {&__pyx_n_s_generate_code_with_breakpoints_p, __pyx_k_generate_code_with_breakpoints_p, sizeof(__pyx_k_generate_code_with_breakpoints_p), 0, 0, 1, 1},
+  {&__pyx_n_s_get, __pyx_k_get, sizeof(__pyx_k_get), 0, 0, 1, 1},
+  {&__pyx_n_s_get_abs_path_real_path_and_base, __pyx_k_get_abs_path_real_path_and_base, sizeof(__pyx_k_get_abs_path_real_path_and_base), 0, 0, 1, 1},
+  {&__pyx_n_s_get_cache_file_type, __pyx_k_get_cache_file_type, sizeof(__pyx_k_get_cache_file_type), 0, 0, 1, 1},
+  {&__pyx_n_s_get_cached_code_obj_info_py, __pyx_k_get_cached_code_obj_info_py, sizeof(__pyx_k_get_cached_code_obj_info_py), 0, 0, 1, 1},
+  {&__pyx_n_s_get_code_line_info, __pyx_k_get_code_line_info, sizeof(__pyx_k_get_code_line_info), 0, 0, 1, 1},
+  {&__pyx_n_s_get_file_type, __pyx_k_get_file_type, sizeof(__pyx_k_get_file_type), 0, 0, 1, 1},
+  {&__pyx_n_s_get_func_code_info_py, __pyx_k_get_func_code_info_py, sizeof(__pyx_k_get_func_code_info_py), 0, 0, 1, 1},
+  {&__pyx_n_s_get_ident, __pyx_k_get_ident, sizeof(__pyx_k_get_ident), 0, 0, 1, 1},
+  {&__pyx_n_s_get_ident_2, __pyx_k_get_ident_2, sizeof(__pyx_k_get_ident_2), 0, 0, 1, 1},
+  {&__pyx_n_s_get_thread_info_py, __pyx_k_get_thread_info_py, sizeof(__pyx_k_get_thread_info_py), 0, 0, 1, 1},
+  {&__pyx_n_s_getstate, __pyx_k_getstate, sizeof(__pyx_k_getstate), 0, 0, 1, 1},
+  {&__pyx_n_s_global_dbg, __pyx_k_global_dbg, sizeof(__pyx_k_global_dbg), 0, 0, 1, 1},
+  {&__pyx_n_s_has_plugin_exception_breaks, __pyx_k_has_plugin_exception_breaks, sizeof(__pyx_k_has_plugin_exception_breaks), 0, 0, 1, 1},
+  {&__pyx_n_s_has_plugin_line_breaks, __pyx_k_has_plugin_line_breaks, sizeof(__pyx_k_has_plugin_line_breaks), 0, 0, 1, 1},
+  {&__pyx_n_s_import, __pyx_k_import, sizeof(__pyx_k_import), 0, 0, 1, 1},
+  {&__pyx_n_s_insert_pydevd_breaks, __pyx_k_insert_pydevd_breaks, sizeof(__pyx_k_insert_pydevd_breaks), 0, 0, 1, 1},
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+  {&__pyx_n_s_issuperset, __pyx_k_issuperset, sizeof(__pyx_k_issuperset), 0, 0, 1, 1},
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+static int __Pyx_modinit_type_import_code(void) {
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+  const char *__pyx_filename = NULL;
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+  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
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+}
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+static int __Pyx_modinit_variable_import_code(void) {
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+  __Pyx_RefNannySetupContext("__Pyx_modinit_variable_import_code", 0);
+  /*--- Variable import code ---*/
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+  return 0;
+}
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+static int __Pyx_modinit_function_import_code(void) {
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+}
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+
+#ifndef CYTHON_NO_PYINIT_EXPORT
+#define __Pyx_PyMODINIT_FUNC PyMODINIT_FUNC
+#elif PY_MAJOR_VERSION < 3
+#ifdef __cplusplus
+#define __Pyx_PyMODINIT_FUNC extern "C" void
+#else
+#define __Pyx_PyMODINIT_FUNC void
+#endif
+#else
+#ifdef __cplusplus
+#define __Pyx_PyMODINIT_FUNC extern "C" PyObject *
+#else
+#define __Pyx_PyMODINIT_FUNC PyObject *
+#endif
+#endif
+
+
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+__Pyx_PyMODINIT_FUNC initpydevd_frame_evaluator(void) CYTHON_SMALL_CODE; /*proto*/
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+}
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+}
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+}
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+    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "origin", "__file__", 1) < 0)) goto bad;
+    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "parent", "__package__", 1) < 0)) goto bad;
+    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "submodule_search_locations", "__path__", 0) < 0)) goto bad;
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+}
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+
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+ * from _pydevd_bundle.pydevd_cython cimport PyDBAdditionalThreadInfo
+ * from pydevd_tracing import SetTrace
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+  /* "_pydevd_frame_eval/pydevd_frame_evaluator.pyx":13
+ * from _pydevd_bundle.pydevd_additional_thread_info import _set_additional_thread_info_lock
+ * from _pydevd_bundle.pydevd_cython cimport PyDBAdditionalThreadInfo
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+ * def __pyx_unpickle__CodeLineInfo(__pyx_type, long __pyx_checksum, __pyx_state):             # <<<<<<<<<<<<<<
+ *     cdef object __pyx_PickleError
+ *     cdef object __pyx_result
+ */
+  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_18_pydevd_frame_eval_22pydevd_frame_evaluator_25__pyx_unpickle__CodeLineInfo, NULL, __pyx_n_s_pydevd_frame_eval_pydevd_frame_3); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 1, __pyx_L1_error)
+  __Pyx_GOTREF(__pyx_t_2);
+  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pyx_unpickle__CodeLineInfo, __pyx_t_2) < 0) __PYX_ERR(1, 1, __pyx_L1_error)
+  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+  /* "(tree fragment)":11
+ *         __pyx_unpickle__CodeLineInfo__set_state(<_CodeLineInfo> __pyx_result, __pyx_state)
+ *     return __pyx_result
+ * cdef __pyx_unpickle__CodeLineInfo__set_state(_CodeLineInfo __pyx_result, tuple __pyx_state):             # <<<<<<<<<<<<<<
+ *     __pyx_result.first_line = __pyx_state[0]; __pyx_result.last_line = __pyx_state[1]; __pyx_result.line_to_offset = __pyx_state[2]
+ *     if len(__pyx_state) > 3 and hasattr(__pyx_result, '__dict__'):
+ */
+  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_18_pydevd_frame_eval_22pydevd_frame_evaluator_27__pyx_unpickle__CacheValue, NULL, __pyx_n_s_pydevd_frame_eval_pydevd_frame_3); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 1, __pyx_L1_error)
+  __Pyx_GOTREF(__pyx_t_2);
+  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pyx_unpickle__CacheValue, __pyx_t_2) < 0) __PYX_ERR(1, 1, __pyx_L1_error)
+  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+  /* "_pydevd_frame_eval/pydevd_frame_evaluator.pyx":1
+ * from __future__ import print_function             # <<<<<<<<<<<<<<
+ * from _pydev_bundle._pydev_saved_modules import threading, thread
+ * from _pydevd_bundle.pydevd_constants import GlobalDebuggerHolder
+ */
+  __pyx_t_2 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 1, __pyx_L1_error)
+  __Pyx_GOTREF(__pyx_t_2);
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+  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+  /*--- Wrapped vars code ---*/
+
+  goto __pyx_L0;
+  __pyx_L1_error:;
+  __Pyx_XDECREF(__pyx_t_1);
+  __Pyx_XDECREF(__pyx_t_2);
+  if (__pyx_m) {
+    if (__pyx_d) {
+      __Pyx_AddTraceback("init _pydevd_frame_eval.pydevd_frame_evaluator", __pyx_clineno, __pyx_lineno, __pyx_filename);
+    }
+    Py_CLEAR(__pyx_m);
+  } else if (!PyErr_Occurred()) {
+    PyErr_SetString(PyExc_ImportError, "init _pydevd_frame_eval.pydevd_frame_evaluator");
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+  return (__pyx_m != NULL) ? 0 : -1;
+  #elif PY_MAJOR_VERSION >= 3
+  return __pyx_m;
+  #else
+  return;
+  #endif
+}
+
+/* --- Runtime support code --- */
+/* Refnanny */
+#if CYTHON_REFNANNY
+static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) {
+    PyObject *m = NULL, *p = NULL;
+    void *r = NULL;
+    m = PyImport_ImportModule(modname);
+    if (!m) goto end;
+    p = PyObject_GetAttrString(m, "RefNannyAPI");
+    if (!p) goto end;
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+end:
+    Py_XDECREF(p);
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+    return (__Pyx_RefNannyAPIStruct *)r;
+}
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+/* PyObjectGetAttrStr */
+#if CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) {
+    PyTypeObject* tp = Py_TYPE(obj);
+    if (likely(tp->tp_getattro))
+        return tp->tp_getattro(obj, attr_name);
+#if PY_MAJOR_VERSION < 3
+    if (likely(tp->tp_getattr))
+        return tp->tp_getattr(obj, PyString_AS_STRING(attr_name));
+#endif
+    return PyObject_GetAttr(obj, attr_name);
+}
+#endif
+
+/* GetBuiltinName */
+static PyObject *__Pyx_GetBuiltinName(PyObject *name) {
+    PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name);
+    if (unlikely(!result)) {
+        PyErr_Format(PyExc_NameError,
+#if PY_MAJOR_VERSION >= 3
+            "name '%U' is not defined", name);
+#else
+            "name '%.200s' is not defined", PyString_AS_STRING(name));
+#endif
+    }
+    return result;
+}
+
+/* PyDictVersioning */
+#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) {
+    PyObject *dict = Py_TYPE(obj)->tp_dict;
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+}
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) {
+    PyObject **dictptr = NULL;
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+    if (offset) {
+#if CYTHON_COMPILING_IN_CPYTHON
+        dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj);
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+        dictptr = _PyObject_GetDictPtr(obj);
+#endif
+    }
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+}
+static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) {
+    PyObject *dict = Py_TYPE(obj)->tp_dict;
+    if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict)))
+        return 0;
+    return obj_dict_version == __Pyx_get_object_dict_version(obj);
+}
+#endif
+
+/* GetModuleGlobalName */
+#if CYTHON_USE_DICT_VERSIONS
+static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value)
+#else
+static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name)
+#endif
+{
+    PyObject *result;
+#if !CYTHON_AVOID_BORROWED_REFS
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1
+    result = _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *) name)->hash);
+    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
+    if (likely(result)) {
+        return __Pyx_NewRef(result);
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+        return NULL;
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+#else
+    result = PyDict_GetItem(__pyx_d, name);
+    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
+    if (likely(result)) {
+        return __Pyx_NewRef(result);
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+#endif
+#else
+    result = PyObject_GetItem(__pyx_d, name);
+    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
+    if (likely(result)) {
+        return __Pyx_NewRef(result);
+    }
+    PyErr_Clear();
+#endif
+    return __Pyx_GetBuiltinName(name);
+}
+
+/* PyFunctionFastCall */
+#if CYTHON_FAST_PYCALL
+static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na,
+                                               PyObject *globals) {
+    PyFrameObject *f;
+    PyThreadState *tstate = __Pyx_PyThreadState_Current;
+    PyObject **fastlocals;
+    Py_ssize_t i;
+    PyObject *result;
+    assert(globals != NULL);
+    /* XXX Perhaps we should create a specialized
+       PyFrame_New() that doesn't take locals, but does
+       take builtins without sanity checking them.
+       */
+    assert(tstate != NULL);
+    f = PyFrame_New(tstate, co, globals, NULL);
+    if (f == NULL) {
+        return NULL;
+    }
+    fastlocals = __Pyx_PyFrame_GetLocalsplus(f);
+    for (i = 0; i < na; i++) {
+        Py_INCREF(*args);
+        fastlocals[i] = *args++;
+    }
+    result = PyEval_EvalFrameEx(f,0);
+    ++tstate->recursion_depth;
+    Py_DECREF(f);
+    --tstate->recursion_depth;
+    return result;
+}
+#if 1 || PY_VERSION_HEX < 0x030600B1
+static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs) {
+    PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func);
+    PyObject *globals = PyFunction_GET_GLOBALS(func);
+    PyObject *argdefs = PyFunction_GET_DEFAULTS(func);
+    PyObject *closure;
+#if PY_MAJOR_VERSION >= 3
+    PyObject *kwdefs;
+#endif
+    PyObject *kwtuple, **k;
+    PyObject **d;
+    Py_ssize_t nd;
+    Py_ssize_t nk;
+    PyObject *result;
+    assert(kwargs == NULL || PyDict_Check(kwargs));
+    nk = kwargs ? PyDict_Size(kwargs) : 0;
+    if (Py_EnterRecursiveCall((char*)" while calling a Python object")) {
+        return NULL;
+    }
+    if (
+#if PY_MAJOR_VERSION >= 3
+            co->co_kwonlyargcount == 0 &&
+#endif
+            likely(kwargs == NULL || nk == 0) &&
+            co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) {
+        if (argdefs == NULL && co->co_argcount == nargs) {
+            result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals);
+            goto done;
+        }
+        else if (nargs == 0 && argdefs != NULL
+                 && co->co_argcount == Py_SIZE(argdefs)) {
+            /* function called with no arguments, but all parameters have
+               a default value: use default values as arguments .*/
+            args = &PyTuple_GET_ITEM(argdefs, 0);
+            result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals);
+            goto done;
+        }
+    }
+    if (kwargs != NULL) {
+        Py_ssize_t pos, i;
+        kwtuple = PyTuple_New(2 * nk);
+        if (kwtuple == NULL) {
+            result = NULL;
+            goto done;
+        }
+        k = &PyTuple_GET_ITEM(kwtuple, 0);
+        pos = i = 0;
+        while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) {
+            Py_INCREF(k[i]);
+            Py_INCREF(k[i+1]);
+            i += 2;
+        }
+        nk = i / 2;
+    }
+    else {
+        kwtuple = NULL;
+        k = NULL;
+    }
+    closure = PyFunction_GET_CLOSURE(func);
+#if PY_MAJOR_VERSION >= 3
+    kwdefs = PyFunction_GET_KW_DEFAULTS(func);
+#endif
+    if (argdefs != NULL) {
+        d = &PyTuple_GET_ITEM(argdefs, 0);
+        nd = Py_SIZE(argdefs);
+    }
+    else {
+        d = NULL;
+        nd = 0;
+    }
+#if PY_MAJOR_VERSION >= 3
+    result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL,
+                               args, (int)nargs,
+                               k, (int)nk,
+                               d, (int)nd, kwdefs, closure);
+#else
+    result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL,
+                               args, (int)nargs,
+                               k, (int)nk,
+                               d, (int)nd, closure);
+#endif
+    Py_XDECREF(kwtuple);
+done:
+    Py_LeaveRecursiveCall();
+    return result;
+}
+#endif
+#endif
+
+/* PyObjectCall */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
+    PyObject *result;
+    ternaryfunc call = Py_TYPE(func)->tp_call;
+    if (unlikely(!call))
+        return PyObject_Call(func, arg, kw);
+    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
+        return NULL;
+    result = (*call)(func, arg, kw);
+    Py_LeaveRecursiveCall();
+    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
+        PyErr_SetString(
+            PyExc_SystemError,
+            "NULL result without error in PyObject_Call");
+    }
+    return result;
+}
+#endif
+
+/* PyObjectCallMethO */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
+    PyObject *self, *result;
+    PyCFunction cfunc;
+    cfunc = PyCFunction_GET_FUNCTION(func);
+    self = PyCFunction_GET_SELF(func);
+    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
+        return NULL;
+    result = cfunc(self, arg);
+    Py_LeaveRecursiveCall();
+    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
+        PyErr_SetString(
+            PyExc_SystemError,
+            "NULL result without error in PyObject_Call");
+    }
+    return result;
+}
+#endif
+
+/* PyObjectCallNoArg */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
+#if CYTHON_FAST_PYCALL
+    if (PyFunction_Check(func)) {
+        return __Pyx_PyFunction_FastCall(func, NULL, 0);
+    }
+#endif
+#ifdef __Pyx_CyFunction_USED
+    if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func)))
+#else
+    if (likely(PyCFunction_Check(func)))
+#endif
+    {
+        if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) {
+            return __Pyx_PyObject_CallMethO(func, NULL);
+        }
+    }
+    return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL);
+}
+#endif
+
+/* PyCFunctionFastCall */
+#if CYTHON_FAST_PYCCALL
+static CYTHON_INLINE PyObject * __Pyx_PyCFunction_FastCall(PyObject *func_obj, PyObject **args, Py_ssize_t nargs) {
+    PyCFunctionObject *func = (PyCFunctionObject*)func_obj;
+    PyCFunction meth = PyCFunction_GET_FUNCTION(func);
+    PyObject *self = PyCFunction_GET_SELF(func);
+    int flags = PyCFunction_GET_FLAGS(func);
+    assert(PyCFunction_Check(func));
+    assert(METH_FASTCALL == (flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS)));
+    assert(nargs >= 0);
+    assert(nargs == 0 || args != NULL);
+    /* _PyCFunction_FastCallDict() must not be called with an exception set,
+       because it may clear it (directly or indirectly) and so the
+       caller loses its exception */
+    assert(!PyErr_Occurred());
+    if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) {
+        return (*((__Pyx_PyCFunctionFastWithKeywords)(void*)meth)) (self, args, nargs, NULL);
+    } else {
+        return (*((__Pyx_PyCFunctionFast)(void*)meth)) (self, args, nargs);
+    }
+}
+#endif
+
+/* PyObjectCallOneArg */
+#if CYTHON_COMPILING_IN_CPYTHON
+static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) {
+    PyObject *result;
+    PyObject *args = PyTuple_New(1);
+    if (unlikely(!args)) return NULL;
+    Py_INCREF(arg);
+    PyTuple_SET_ITEM(args, 0, arg);
+    result = __Pyx_PyObject_Call(func, args, NULL);
+    Py_DECREF(args);
+    return result;
+}
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
+#if CYTHON_FAST_PYCALL
+    if (PyFunction_Check(func)) {
+        return __Pyx_PyFunction_FastCall(func, &arg, 1);
+    }
+#endif
+    if (likely(PyCFunction_Check(func))) {
+        if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) {
+            return __Pyx_PyObject_CallMethO(func, arg);
+#if CYTHON_FAST_PYCCALL
+        } else if (__Pyx_PyFastCFunction_Check(func)) {
+            return __Pyx_PyCFunction_FastCall(func, &arg, 1);
+#endif
+        }
+    }
+    return __Pyx__PyObject_CallOneArg(func, arg);
+}
+#else
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
+    PyObject *result;
+    PyObject *args = PyTuple_Pack(1, arg);
+    if (unlikely(!args)) return NULL;
+    result = __Pyx_PyObject_Call(func, args, NULL);
+    Py_DECREF(args);
+    return result;
+}
+#endif
+
+/* PyObjectCall2Args */
+static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) {
+    PyObject *args, *result = NULL;
+    #if CYTHON_FAST_PYCALL
+    if (PyFunction_Check(function)) {
+        PyObject *args[2] = {arg1, arg2};
+        return __Pyx_PyFunction_FastCall(function, args, 2);
+    }
+    #endif
+    #if CYTHON_FAST_PYCCALL
+    if (__Pyx_PyFastCFunction_Check(function)) {
+        PyObject *args[2] = {arg1, arg2};
+        return __Pyx_PyCFunction_FastCall(function, args, 2);
+    }
+    #endif
+    args = PyTuple_New(2);
+    if (unlikely(!args)) goto done;
+    Py_INCREF(arg1);
+    PyTuple_SET_ITEM(args, 0, arg1);
+    Py_INCREF(arg2);
+    PyTuple_SET_ITEM(args, 1, arg2);
+    Py_INCREF(function);
+    result = __Pyx_PyObject_Call(function, args, NULL);
+    Py_DECREF(args);
+    Py_DECREF(function);
+done:
+    return result;
+}
+
+/* PyIntBinop */
+#if !CYTHON_COMPILING_IN_PYPY
+static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, int inplace, int zerodivision_check) {
+    (void)inplace;
+    (void)zerodivision_check;
+    #if PY_MAJOR_VERSION < 3
+    if (likely(PyInt_CheckExact(op1))) {
+        const long b = intval;
+        long x;
+        long a = PyInt_AS_LONG(op1);
+            x = (long)((unsigned long)a + b);
+            if (likely((x^a) >= 0 || (x^b) >= 0))
+                return PyInt_FromLong(x);
+            return PyLong_Type.tp_as_number->nb_add(op1, op2);
+    }
+    #endif
+    #if CYTHON_USE_PYLONG_INTERNALS
+    if (likely(PyLong_CheckExact(op1))) {
+        const long b = intval;
+        long a, x;
+#ifdef HAVE_LONG_LONG
+        const PY_LONG_LONG llb = intval;
+        PY_LONG_LONG lla, llx;
+#endif
+        const digit* digits = ((PyLongObject*)op1)->ob_digit;
+        const Py_ssize_t size = Py_SIZE(op1);
+        if (likely(__Pyx_sst_abs(size) <= 1)) {
+            a = likely(size) ? digits[0] : 0;
+            if (size == -1) a = -a;
+        } else {
+            switch (size) {
+                case -2:
+                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
+                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
+                        lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case 2:
+                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
+                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
+                        lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case -3:
+                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
+                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
+                        lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case 3:
+                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
+                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
+                        lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case -4:
+                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
+                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
+                        lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                case 4:
+                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
+                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+                        break;
+#ifdef HAVE_LONG_LONG
+                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
+                        lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
+                        goto long_long;
+#endif
+                    }
+                    CYTHON_FALLTHROUGH;
+                default: return PyLong_Type.tp_as_number->nb_add(op1, op2);
+            }
+        }
+                x = a + b;
+            return PyLong_FromLong(x);
+#ifdef HAVE_LONG_LONG
+        long_long:
+                llx = lla + llb;
+            return PyLong_FromLongLong(llx);
+#endif
+        
+        
+    }
+    #endif
+    if (PyFloat_CheckExact(op1)) {
+        const long b = intval;
+        double a = PyFloat_AS_DOUBLE(op1);
+            double result;
+            PyFPE_START_PROTECT("add", return NULL)
+            result = ((double)a) + (double)b;
+            PyFPE_END_PROTECT(result)
+            return PyFloat_FromDouble(result);
+    }
+    return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2);
+}
+#endif
+
+/* SliceObject */
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(PyObject* obj,
+        Py_ssize_t cstart, Py_ssize_t cstop,
+        PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice,
+        int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) {
+#if CYTHON_USE_TYPE_SLOTS
+    PyMappingMethods* mp;
+#if PY_MAJOR_VERSION < 3
+    PySequenceMethods* ms = Py_TYPE(obj)->tp_as_sequence;
+    if (likely(ms && ms->sq_slice)) {
+        if (!has_cstart) {
+            if (_py_start && (*_py_start != Py_None)) {
+                cstart = __Pyx_PyIndex_AsSsize_t(*_py_start);
+                if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
+            } else
+                cstart = 0;
+        }
+        if (!has_cstop) {
+            if (_py_stop && (*_py_stop != Py_None)) {
+                cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop);
+                if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
+            } else
+                cstop = PY_SSIZE_T_MAX;
+        }
+        if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && likely(ms->sq_length)) {
+            Py_ssize_t l = ms->sq_length(obj);
+            if (likely(l >= 0)) {
+                if (cstop < 0) {
+                    cstop += l;
+                    if (cstop < 0) cstop = 0;
+                }
+                if (cstart < 0) {
+                    cstart += l;
+                    if (cstart < 0) cstart = 0;
+                }
+            } else {
+                if (!PyErr_ExceptionMatches(PyExc_OverflowError))
+                    goto bad;
+                PyErr_Clear();
+            }
+        }
+        return ms->sq_slice(obj, cstart, cstop);
+    }
+#endif
+    mp = Py_TYPE(obj)->tp_as_mapping;
+    if (likely(mp && mp->mp_subscript))
+#endif
+    {
+        PyObject* result;
+        PyObject *py_slice, *py_start, *py_stop;
+        if (_py_slice) {
+            py_slice = *_py_slice;
+        } else {
+            PyObject* owned_start = NULL;
+            PyObject* owned_stop = NULL;
+            if (_py_start) {
+                py_start = *_py_start;
+            } else {
+                if (has_cstart) {
+                    owned_start = py_start = PyInt_FromSsize_t(cstart);
+                    if (unlikely(!py_start)) goto bad;
+                } else
+                    py_start = Py_None;
+            }
+            if (_py_stop) {
+                py_stop = *_py_stop;
+            } else {
+                if (has_cstop) {
+                    owned_stop = py_stop = PyInt_FromSsize_t(cstop);
+                    if (unlikely(!py_stop)) {
+                        Py_XDECREF(owned_start);
+                        goto bad;
+                    }
+                } else
+                    py_stop = Py_None;
+            }
+            py_slice = PySlice_New(py_start, py_stop, Py_None);
+            Py_XDECREF(owned_start);
+            Py_XDECREF(owned_stop);
+            if (unlikely(!py_slice)) goto bad;
+        }
+#if CYTHON_USE_TYPE_SLOTS
+        result = mp->mp_subscript(obj, py_slice);
+#else
+        result = PyObject_GetItem(obj, py_slice);
+#endif
+        if (!_py_slice) {
+            Py_DECREF(py_slice);
+        }
+        return result;
+    }
+    PyErr_Format(PyExc_TypeError,
+        "'%.200s' object is unsliceable", Py_TYPE(obj)->tp_name);
+bad:
+    return NULL;
+}
+
+/* BytesEquals */
+static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
+#if CYTHON_COMPILING_IN_PYPY
+    return PyObject_RichCompareBool(s1, s2, equals);
+#else
+    if (s1 == s2) {
+        return (equals == Py_EQ);
+    } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
+        const char *ps1, *ps2;
+        Py_ssize_t length = PyBytes_GET_SIZE(s1);
+        if (length != PyBytes_GET_SIZE(s2))
+            return (equals == Py_NE);
+        ps1 = PyBytes_AS_STRING(s1);
+        ps2 = PyBytes_AS_STRING(s2);
+        if (ps1[0] != ps2[0]) {
+            return (equals == Py_NE);
+        } else if (length == 1) {
+            return (equals == Py_EQ);
+        } else {
+            int result;
+#if CYTHON_USE_UNICODE_INTERNALS && (PY_VERSION_HEX < 0x030B0000)
+            Py_hash_t hash1, hash2;
+            hash1 = ((PyBytesObject*)s1)->ob_shash;
+            hash2 = ((PyBytesObject*)s2)->ob_shash;
+            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
+                return (equals == Py_NE);
+            }
+#endif
+            result = memcmp(ps1, ps2, (size_t)length);
+            return (equals == Py_EQ) ? (result == 0) : (result != 0);
+        }
+    } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
+        return (equals == Py_NE);
+    } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
+        return (equals == Py_NE);
+    } else {
+        int result;
+        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
+        if (!py_result)
+            return -1;
+        result = __Pyx_PyObject_IsTrue(py_result);
+        Py_DECREF(py_result);
+        return result;
+    }
+#endif
+}
+
+/* UnicodeEquals */
+static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
+#if CYTHON_COMPILING_IN_PYPY
+    return PyObject_RichCompareBool(s1, s2, equals);
+#else
+#if PY_MAJOR_VERSION < 3
+    PyObject* owned_ref = NULL;
+#endif
+    int s1_is_unicode, s2_is_unicode;
+    if (s1 == s2) {
+        goto return_eq;
+    }
+    s1_is_unicode = PyUnicode_CheckExact(s1);
+    s2_is_unicode = PyUnicode_CheckExact(s2);
+#if PY_MAJOR_VERSION < 3
+    if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) {
+        owned_ref = PyUnicode_FromObject(s2);
+        if (unlikely(!owned_ref))
+            return -1;
+        s2 = owned_ref;
+        s2_is_unicode = 1;
+    } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) {
+        owned_ref = PyUnicode_FromObject(s1);
+        if (unlikely(!owned_ref))
+            return -1;
+        s1 = owned_ref;
+        s1_is_unicode = 1;
+    } else if (((!s2_is_unicode) & (!s1_is_unicode))) {
+        return __Pyx_PyBytes_Equals(s1, s2, equals);
+    }
+#endif
+    if (s1_is_unicode & s2_is_unicode) {
+        Py_ssize_t length;
+        int kind;
+        void *data1, *data2;
+        if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0))
+            return -1;
+        length = __Pyx_PyUnicode_GET_LENGTH(s1);
+        if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) {
+            goto return_ne;
+        }
+#if CYTHON_USE_UNICODE_INTERNALS
+        {
+            Py_hash_t hash1, hash2;
+        #if CYTHON_PEP393_ENABLED
+            hash1 = ((PyASCIIObject*)s1)->hash;
+            hash2 = ((PyASCIIObject*)s2)->hash;
+        #else
+            hash1 = ((PyUnicodeObject*)s1)->hash;
+            hash2 = ((PyUnicodeObject*)s2)->hash;
+        #endif
+            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
+                goto return_ne;
+            }
+        }
+#endif
+        kind = __Pyx_PyUnicode_KIND(s1);
+        if (kind != __Pyx_PyUnicode_KIND(s2)) {
+            goto return_ne;
+        }
+        data1 = __Pyx_PyUnicode_DATA(s1);
+        data2 = __Pyx_PyUnicode_DATA(s2);
+        if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) {
+            goto return_ne;
+        } else if (length == 1) {
+            goto return_eq;
+        } else {
+            int result = memcmp(data1, data2, (size_t)(length * kind));
+            #if PY_MAJOR_VERSION < 3
+            Py_XDECREF(owned_ref);
+            #endif
+            return (equals == Py_EQ) ? (result == 0) : (result != 0);
+        }
+    } else if ((s1 == Py_None) & s2_is_unicode) {
+        goto return_ne;
+    } else if ((s2 == Py_None) & s1_is_unicode) {
+        goto return_ne;
+    } else {
+        int result;
+        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
+        #if PY_MAJOR_VERSION < 3
+        Py_XDECREF(owned_ref);
+        #endif
+        if (!py_result)
+            return -1;
+        result = __Pyx_PyObject_IsTrue(py_result);
+        Py_DECREF(py_result);
+        return result;
+    }
+return_eq:
+    #if PY_MAJOR_VERSION < 3
+    Py_XDECREF(owned_ref);
+    #endif
+    return (equals == Py_EQ);
+return_ne:
+    #if PY_MAJOR_VERSION < 3
+    Py_XDECREF(owned_ref);
+    #endif
+    return (equals == Py_NE);
+#endif
+}
+
+/* PyErrExceptionMatches */
+#if CYTHON_FAST_THREAD_STATE
+static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
+    Py_ssize_t i, n;
+    n = PyTuple_GET_SIZE(tuple);
+#if PY_MAJOR_VERSION >= 3
+    for (i=0; i<n; i++) {
+        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
+    }
+#endif
+    for (i=0; i<n; i++) {
+        if (__Pyx_PyErr_GivenExceptionMatches(exc_type, PyTuple_GET_ITEM(tuple, i))) return 1;
+    }
+    return 0;
+}
+static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) {
+    PyObject *exc_type = tstate->curexc_type;
+    if (exc_type == err) return 1;
+    if (unlikely(!exc_type)) return 0;
+    if (unlikely(PyTuple_Check(err)))
+        return __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err);
+    return __Pyx_PyErr_GivenExceptionMatches(exc_type, err);
+}
+#endif
+
+/* PyErrFetchRestore */
+#if CYTHON_FAST_THREAD_STATE
+static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
+    PyObject *tmp_type, *tmp_value, *tmp_tb;
+    tmp_type = tstate->curexc_type;
+    tmp_value = tstate->curexc_value;
+    tmp_tb = tstate->curexc_traceback;
+    tstate->curexc_type = type;
+    tstate->curexc_value = value;
+    tstate->curexc_traceback = tb;
+    Py_XDECREF(tmp_type);
+    Py_XDECREF(tmp_value);
+    Py_XDECREF(tmp_tb);
+}
+static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
+    *type = tstate->curexc_type;
+    *value = tstate->curexc_value;
+    *tb = tstate->curexc_traceback;
+    tstate->curexc_type = 0;
+    tstate->curexc_value = 0;
+    tstate->curexc_traceback = 0;
+}
+#endif
+
+/* GetAttr */
+static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) {
+#if CYTHON_USE_TYPE_SLOTS
+#if PY_MAJOR_VERSION >= 3
+    if (likely(PyUnicode_Check(n)))
+#else
+    if (likely(PyString_Check(n)))
+#endif
+        return __Pyx_PyObject_GetAttrStr(o, n);
+#endif
+    return PyObject_GetAttr(o, n);
+}
+
+/* GetAttr3 */
+static PyObject *__Pyx_GetAttr3Default(PyObject *d) {
+    __Pyx_PyThreadState_declare
+    __Pyx_PyThreadState_assign
+    if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
+        return NULL;
+    __Pyx_PyErr_Clear();
+    Py_INCREF(d);
+    return d;
+}
+static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
+    PyObject *r = __Pyx_GetAttr(o, n);
+    return (likely(r)) ? r : __Pyx_GetAttr3Default(d);
+}
+
+/* RaiseException */
+#if PY_MAJOR_VERSION < 3
+static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb,
+                        CYTHON_UNUSED PyObject *cause) {
+    __Pyx_PyThreadState_declare
+    Py_XINCREF(type);
+    if (!value || value == Py_None)
+        value = NULL;
+    else
+        Py_INCREF(value);
+    if (!tb || tb == Py_None)
+        tb = NULL;
+    else {
+        Py_INCREF(tb);
+        if (!PyTraceBack_Check(tb)) {
+            PyErr_SetString(PyExc_TypeError,
+                "raise: arg 3 must be a traceback or None");
+            goto raise_error;
+        }
+    }
+    if (PyType_Check(type)) {
+#if CYTHON_COMPILING_IN_PYPY
+        if (!value) {
+            Py_INCREF(Py_None);
+            value = Py_None;
+        }
+#endif
+        PyErr_NormalizeException(&type, &value, &tb);
+    } else {
+        if (value) {
+            PyErr_SetString(PyExc_TypeError,
+                "instance exception may not have a separate value");
+            goto raise_error;
+        }
+        value = type;
+        type = (PyObject*) Py_TYPE(type);
+        Py_INCREF(type);
+        if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) {
+            PyErr_SetString(PyExc_TypeError,
+                "raise: exception class must be a subclass of BaseException");
+            goto raise_error;
+        }
+    }
+    __Pyx_PyThreadState_assign
+    __Pyx_ErrRestore(type, value, tb);
+    return;
+raise_error:
+    Py_XDECREF(value);
+    Py_XDECREF(type);
+    Py_XDECREF(tb);
+    return;
+}
+#else
+static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
+    PyObject* owned_instance = NULL;
+    if (tb == Py_None) {
+        tb = 0;
+    } else if (tb && !PyTraceBack_Check(tb)) {
+        PyErr_SetString(PyExc_TypeError,
+            "raise: arg 3 must be a traceback or None");
+        goto bad;
+    }
+    if (value == Py_None)
+        value = 0;
+    if (PyExceptionInstance_Check(type)) {
+        if (value) {
+            PyErr_SetString(PyExc_TypeError,
+                "instance exception may not have a separate value");
+            goto bad;
+        }
+        value = type;
+        type = (PyObject*) Py_TYPE(value);
+    } else if (PyExceptionClass_Check(type)) {
+        PyObject *instance_class = NULL;
+        if (value && PyExceptionInstance_Check(value)) {
+            instance_class = (PyObject*) Py_TYPE(value);
+            if (instance_class != type) {
+                int is_subclass = PyObject_IsSubclass(instance_class, type);
+                if (!is_subclass) {
+                    instance_class = NULL;
+                } else if (unlikely(is_subclass == -1)) {
+                    goto bad;
+                } else {
+                    type = instance_class;
+                }
+            }
+        }
+        if (!instance_class) {
+            PyObject *args;
+            if (!value)
+                args = PyTuple_New(0);
+            else if (PyTuple_Check(value)) {
+                Py_INCREF(value);
+                args = value;
+            } else
+                args = PyTuple_Pack(1, value);
+            if (!args)
+                goto bad;
+            owned_instance = PyObject_Call(type, args, NULL);
+            Py_DECREF(args);
+            if (!owned_instance)
+                goto bad;
+            value = owned_instance;
+            if (!PyExceptionInstance_Check(value)) {
+                PyErr_Format(PyExc_TypeError,
+                             "calling %R should have returned an instance of "
+                             "BaseException, not %R",
+                             type, Py_TYPE(value));
+                goto bad;
+            }
+        }
+    } else {
+        PyErr_SetString(PyExc_TypeError,
+            "raise: exception class must be a subclass of BaseException");
+        goto bad;
+    }
+    if (cause) {
+        PyObject *fixed_cause;
+        if (cause == Py_None) {
+            fixed_cause = NULL;
+        } else if (PyExceptionClass_Check(cause)) {
+            fixed_cause = PyObject_CallObject(cause, NULL);
+            if (fixed_cause == NULL)
+                goto bad;
+        } else if (PyExceptionInstance_Check(cause)) {
+            fixed_cause = cause;
+            Py_INCREF(fixed_cause);
+        } else {
+            PyErr_SetString(PyExc_TypeError,
+                            "exception causes must derive from "
+                            "BaseException");
+            goto bad;
+        }
+        PyException_SetCause(value, fixed_cause);
+    }
+    PyErr_SetObject(type, value);
+    if (tb) {
+#if CYTHON_COMPILING_IN_PYPY
+        PyObject *tmp_type, *tmp_value, *tmp_tb;
+        PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb);
+        Py_INCREF(tb);
+        PyErr_Restore(tmp_type, tmp_value, tb);
+        Py_XDECREF(tmp_tb);
+#else
+        PyThreadState *tstate = __Pyx_PyThreadState_Current;
+        PyObject* tmp_tb = tstate->curexc_traceback;
+        if (tb != tmp_tb) {
+            Py_INCREF(tb);
+            tstate->curexc_traceback = tb;
+            Py_XDECREF(tmp_tb);
+        }
+#endif
+    }
+bad:
+    Py_XDECREF(owned_instance);
+    return;
+}
+#endif
+
+/* GetTopmostException */
+#if CYTHON_USE_EXC_INFO_STACK
+static _PyErr_StackItem *
+__Pyx_PyErr_GetTopmostException(PyThreadState *tstate)
+{
+    _PyErr_StackItem *exc_info = tstate->exc_info;
+    while ((exc_info->exc_type == NULL || exc_info->exc_type == Py_None) &&
+           exc_info->previous_item != NULL)
+    {
+        exc_info = exc_info->previous_item;
+    }
+    return exc_info;
+}
+#endif
+
+/* SaveResetException */
+#if CYTHON_FAST_THREAD_STATE
+static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
+    #if CYTHON_USE_EXC_INFO_STACK
+    _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
+    *type = exc_info->exc_type;
+    *value = exc_info->exc_value;
+    *tb = exc_info->exc_traceback;
+    #else
+    *type = tstate->exc_type;
+    *value = tstate->exc_value;
+    *tb = tstate->exc_traceback;
+    #endif
+    Py_XINCREF(*type);
+    Py_XINCREF(*value);
+    Py_XINCREF(*tb);
+}
+static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
+    PyObject *tmp_type, *tmp_value, *tmp_tb;
+    #if CYTHON_USE_EXC_INFO_STACK
+    _PyErr_StackItem *exc_info = tstate->exc_info;
+    tmp_type = exc_info->exc_type;
+    tmp_value = exc_info->exc_value;
+    tmp_tb = exc_info->exc_traceback;
+    exc_info->exc_type = type;
+    exc_info->exc_value = value;
+    exc_info->exc_traceback = tb;
+    #else
+    tmp_type = tstate->exc_type;
+    tmp_value = tstate->exc_value;
+    tmp_tb = tstate->exc_traceback;
+    tstate->exc_type = type;
+    tstate->exc_value = value;
+    tstate->exc_traceback = tb;
+    #endif
+    Py_XDECREF(tmp_type);
+    Py_XDECREF(tmp_value);
+    Py_XDECREF(tmp_tb);
+}
+#endif
+
+/* GetException */
+#if CYTHON_FAST_THREAD_STATE
+static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb)
+#else
+static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb)
+#endif
+{
+    PyObject *local_type, *local_value, *local_tb;
+#if CYTHON_FAST_THREAD_STATE
+    PyObject *tmp_type, *tmp_value, *tmp_tb;
+    local_type = tstate->curexc_type;
+    local_value = tstate->curexc_value;
+    local_tb = tstate->curexc_traceback;
+    tstate->curexc_type = 0;
+    tstate->curexc_value = 0;
+    tstate->curexc_traceback = 0;
+#else
+    PyErr_Fetch(&local_type, &local_value, &local_tb);
+#endif
+    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
+#if CYTHON_FAST_THREAD_STATE
+    if (unlikely(tstate->curexc_type))
+#else
+    if (unlikely(PyErr_Occurred()))
+#endif
+        goto bad;
+    #if PY_MAJOR_VERSION >= 3
+    if (local_tb) {
+        if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
+            goto bad;
+    }
+    #endif
+    Py_XINCREF(local_tb);
+    Py_XINCREF(local_type);
+    Py_XINCREF(local_value);
+    *type = local_type;
+    *value = local_value;
+    *tb = local_tb;
+#if CYTHON_FAST_THREAD_STATE
+    #if CYTHON_USE_EXC_INFO_STACK
+    {
+        _PyErr_StackItem *exc_info = tstate->exc_info;
+        tmp_type = exc_info->exc_type;
+        tmp_value = exc_info->exc_value;
+        tmp_tb = exc_info->exc_traceback;
+        exc_info->exc_type = local_type;
+        exc_info->exc_value = local_value;
+        exc_info->exc_traceback = local_tb;
+    }
+    #else
+    tmp_type = tstate->exc_type;
+    tmp_value = tstate->exc_value;
+    tmp_tb = tstate->exc_traceback;
+    tstate->exc_type = local_type;
+    tstate->exc_value = local_value;
+    tstate->exc_traceback = local_tb;
+    #endif
+    Py_XDECREF(tmp_type);
+    Py_XDECREF(tmp_value);
+    Py_XDECREF(tmp_tb);
+#else
+    PyErr_SetExcInfo(local_type, local_value, local_tb);
+#endif
+    return 0;
+bad:
+    *type = 0;
+    *value = 0;
+    *tb = 0;
+    Py_XDECREF(local_type);
+    Py_XDECREF(local_value);
+    Py_XDECREF(local_tb);
+    return -1;
+}
+
+/* PyObjectSetAttrStr */
+#if CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) {
+    PyTypeObject* tp = Py_TYPE(obj);
+    if (likely(tp->tp_setattro))
+        return tp->tp_setattro(obj, attr_name, value);
+#if PY_MAJOR_VERSION < 3
+    if (likely(tp->tp_setattr))
+        return tp->tp_setattr(obj, PyString_AS_STRING(attr_name), value);
+#endif
+    return PyObject_SetAttr(obj, attr_name, value);
+}
+#endif
+
+/* None */
+static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) {
+    PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
+}
+
+/* ExtTypeTest */
+static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
+    if (unlikely(!type)) {
+        PyErr_SetString(PyExc_SystemError, "Missing type object");
+        return 0;
+    }
+    if (likely(__Pyx_TypeCheck(obj, type)))
+        return 1;
+    PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
+                 Py_TYPE(obj)->tp_name, type->tp_name);
+    return 0;
+}
+
+/* SwapException */
+#if CYTHON_FAST_THREAD_STATE
+static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
+    PyObject *tmp_type, *tmp_value, *tmp_tb;
+    #if CYTHON_USE_EXC_INFO_STACK
+    _PyErr_StackItem *exc_info = tstate->exc_info;
+    tmp_type = exc_info->exc_type;
+    tmp_value = exc_info->exc_value;
+    tmp_tb = exc_info->exc_traceback;
+    exc_info->exc_type = *type;
+    exc_info->exc_value = *value;
+    exc_info->exc_traceback = *tb;
+    #else
+    tmp_type = tstate->exc_type;
+    tmp_value = tstate->exc_value;
+    tmp_tb = tstate->exc_traceback;
+    tstate->exc_type = *type;
+    tstate->exc_value = *value;
+    tstate->exc_traceback = *tb;
+    #endif
+    *type = tmp_type;
+    *value = tmp_value;
+    *tb = tmp_tb;
+}
+#else
+static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) {
+    PyObject *tmp_type, *tmp_value, *tmp_tb;
+    PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb);
+    PyErr_SetExcInfo(*type, *value, *tb);
+    *type = tmp_type;
+    *value = tmp_value;
+    *tb = tmp_tb;
+}
+#endif
+
+/* RaiseArgTupleInvalid */
+static void __Pyx_RaiseArgtupleInvalid(
+    const char* func_name,
+    int exact,
+    Py_ssize_t num_min,
+    Py_ssize_t num_max,
+    Py_ssize_t num_found)
+{
+    Py_ssize_t num_expected;
+    const char *more_or_less;
+    if (num_found < num_min) {
+        num_expected = num_min;
+        more_or_less = "at least";
+    } else {
+        num_expected = num_max;
+        more_or_less = "at most";
+    }
+    if (exact) {
+        more_or_less = "exactly";
+    }
+    PyErr_Format(PyExc_TypeError,
+                 "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)",
+                 func_name, more_or_less, num_expected,
+                 (num_expected == 1) ? "" : "s", num_found);
+}
+
+/* KeywordStringCheck */
+static int __Pyx_CheckKeywordStrings(
+    PyObject *kwdict,
+    const char* function_name,
+    int kw_allowed)
+{
+    PyObject* key = 0;
+    Py_ssize_t pos = 0;
+#if CYTHON_COMPILING_IN_PYPY
+    if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0))
+        goto invalid_keyword;
+    return 1;
+#else
+    while (PyDict_Next(kwdict, &pos, &key, 0)) {
+        #if PY_MAJOR_VERSION < 3
+        if (unlikely(!PyString_Check(key)))
+        #endif
+            if (unlikely(!PyUnicode_Check(key)))
+                goto invalid_keyword_type;
+    }
+    if ((!kw_allowed) && unlikely(key))
+        goto invalid_keyword;
+    return 1;
+invalid_keyword_type:
+    PyErr_Format(PyExc_TypeError,
+        "%.200s() keywords must be strings", function_name);
+    return 0;
+#endif
+invalid_keyword:
+    PyErr_Format(PyExc_TypeError,
+    #if PY_MAJOR_VERSION < 3
+        "%.200s() got an unexpected keyword argument '%.200s'",
+        function_name, PyString_AsString(key));
+    #else
+        "%s() got an unexpected keyword argument '%U'",
+        function_name, key);
+    #endif
+    return 0;
+}
+
+/* RaiseDoubleKeywords */
+static void __Pyx_RaiseDoubleKeywordsError(
+    const char* func_name,
+    PyObject* kw_name)
+{
+    PyErr_Format(PyExc_TypeError,
+        #if PY_MAJOR_VERSION >= 3
+        "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
+        #else
+        "%s() got multiple values for keyword argument '%s'", func_name,
+        PyString_AsString(kw_name));
+        #endif
+}
+
+/* ParseKeywords */
+static int __Pyx_ParseOptionalKeywords(
+    PyObject *kwds,
+    PyObject **argnames[],
+    PyObject *kwds2,
+    PyObject *values[],
+    Py_ssize_t num_pos_args,
+    const char* function_name)
+{
+    PyObject *key = 0, *value = 0;
+    Py_ssize_t pos = 0;
+    PyObject*** name;
+    PyObject*** first_kw_arg = argnames + num_pos_args;
+    while (PyDict_Next(kwds, &pos, &key, &value)) {
+        name = first_kw_arg;
+        while (*name && (**name != key)) name++;
+        if (*name) {
+            values[name-argnames] = value;
+            continue;
+        }
+        name = first_kw_arg;
+        #if PY_MAJOR_VERSION < 3
+        if (likely(PyString_Check(key))) {
+            while (*name) {
+                if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key))
+                        && _PyString_Eq(**name, key)) {
+                    values[name-argnames] = value;
+                    break;
+                }
+                name++;
+            }
+            if (*name) continue;
+            else {
+                PyObject*** argname = argnames;
+                while (argname != first_kw_arg) {
+                    if ((**argname == key) || (
+                            (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key))
+                             && _PyString_Eq(**argname, key))) {
+                        goto arg_passed_twice;
+                    }
+                    argname++;
+                }
+            }
+        } else
+        #endif
+        if (likely(PyUnicode_Check(key))) {
+            while (*name) {
+                int cmp = (**name == key) ? 0 :
+                #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
+                    (__Pyx_PyUnicode_GET_LENGTH(**name) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
+                #endif
+                    PyUnicode_Compare(**name, key);
+                if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
+                if (cmp == 0) {
+                    values[name-argnames] = value;
+                    break;
+                }
+                name++;
+            }
+            if (*name) continue;
+            else {
+                PyObject*** argname = argnames;
+                while (argname != first_kw_arg) {
+                    int cmp = (**argname == key) ? 0 :
+                    #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
+                        (__Pyx_PyUnicode_GET_LENGTH(**argname) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
+                    #endif
+                        PyUnicode_Compare(**argname, key);
+                    if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
+                    if (cmp == 0) goto arg_passed_twice;
+                    argname++;
+                }
+            }
+        } else
+            goto invalid_keyword_type;
+        if (kwds2) {
+            if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
+        } else {
+            goto invalid_keyword;
+        }
+    }
+    return 0;
+arg_passed_twice:
+    __Pyx_RaiseDoubleKeywordsError(function_name, key);
+    goto bad;
+invalid_keyword_type:
+    PyErr_Format(PyExc_TypeError,
+        "%.200s() keywords must be strings", function_name);
+    goto bad;
+invalid_keyword:
+    PyErr_Format(PyExc_TypeError,
+    #if PY_MAJOR_VERSION < 3
+        "%.200s() got an unexpected keyword argument '%.200s'",
+        function_name, PyString_AsString(key));
+    #else
+        "%s() got an unexpected keyword argument '%U'",
+        function_name, key);
+    #endif
+bad:
+    return -1;
+}
+
+/* ArgTypeTest */
+static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact)
+{
+    if (unlikely(!type)) {
+        PyErr_SetString(PyExc_SystemError, "Missing type object");
+        return 0;
+    }
+    else if (exact) {
+        #if PY_MAJOR_VERSION == 2
+        if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1;
+        #endif
+    }
+    else {
+        if (likely(__Pyx_TypeCheck(obj, type))) return 1;
+    }
+    PyErr_Format(PyExc_TypeError,
+        "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)",
+        name, type->tp_name, Py_TYPE(obj)->tp_name);
+    return 0;
+}
+
+/* DictGetItem */
+#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
+static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) {
+    PyObject *value;
+    value = PyDict_GetItemWithError(d, key);
+    if (unlikely(!value)) {
+        if (!PyErr_Occurred()) {
+            if (unlikely(PyTuple_Check(key))) {
+                PyObject* args = PyTuple_Pack(1, key);
+                if (likely(args)) {
+                    PyErr_SetObject(PyExc_KeyError, args);
+                    Py_DECREF(args);
+                }
+            } else {
+                PyErr_SetObject(PyExc_KeyError, key);
+            }
+        }
+        return NULL;
+    }
+    Py_INCREF(value);
+    return value;
+}
+#endif
+
+/* GetItemInt */
+static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
+    PyObject *r;
+    if (!j) return NULL;
+    r = PyObject_GetItem(o, j);
+    Py_DECREF(j);
+    return r;
+}
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
+                                                              CYTHON_NCP_UNUSED int wraparound,
+                                                              CYTHON_NCP_UNUSED int boundscheck) {
+#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+    Py_ssize_t wrapped_i = i;
+    if (wraparound & unlikely(i < 0)) {
+        wrapped_i += PyList_GET_SIZE(o);
+    }
+    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) {
+        PyObject *r = PyList_GET_ITEM(o, wrapped_i);
+        Py_INCREF(r);
+        return r;
+    }
+    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
+#else
+    return PySequence_GetItem(o, i);
+#endif
+}
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
+                                                              CYTHON_NCP_UNUSED int wraparound,
+                                                              CYTHON_NCP_UNUSED int boundscheck) {
+#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+    Py_ssize_t wrapped_i = i;
+    if (wraparound & unlikely(i < 0)) {
+        wrapped_i += PyTuple_GET_SIZE(o);
+    }
+    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) {
+        PyObject *r = PyTuple_GET_ITEM(o, wrapped_i);
+        Py_INCREF(r);
+        return r;
+    }
+    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
+#else
+    return PySequence_GetItem(o, i);
+#endif
+}
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list,
+                                                     CYTHON_NCP_UNUSED int wraparound,
+                                                     CYTHON_NCP_UNUSED int boundscheck) {
+#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS
+    if (is_list || PyList_CheckExact(o)) {
+        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
+        if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) {
+            PyObject *r = PyList_GET_ITEM(o, n);
+            Py_INCREF(r);
+            return r;
+        }
+    }
+    else if (PyTuple_CheckExact(o)) {
+        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o);
+        if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) {
+            PyObject *r = PyTuple_GET_ITEM(o, n);
+            Py_INCREF(r);
+            return r;
+        }
+    } else {
+        PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
+        if (likely(m && m->sq_item)) {
+            if (wraparound && unlikely(i < 0) && likely(m->sq_length)) {
+                Py_ssize_t l = m->sq_length(o);
+                if (likely(l >= 0)) {
+                    i += l;
+                } else {
+                    if (!PyErr_ExceptionMatches(PyExc_OverflowError))
+                        return NULL;
+                    PyErr_Clear();
+                }
+            }
+            return m->sq_item(o, i);
+        }
+    }
+#else
+    if (is_list || PySequence_Check(o)) {
+        return PySequence_GetItem(o, i);
+    }
+#endif
+    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
+}
+
+/* RaiseTooManyValuesToUnpack */
+static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
+    PyErr_Format(PyExc_ValueError,
+                 "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected);
+}
+
+/* RaiseNeedMoreValuesToUnpack */
+static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
+    PyErr_Format(PyExc_ValueError,
+                 "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack",
+                 index, (index == 1) ? "" : "s");
+}
+
+/* IterFinish */
+static CYTHON_INLINE int __Pyx_IterFinish(void) {
+#if CYTHON_FAST_THREAD_STATE
+    PyThreadState *tstate = __Pyx_PyThreadState_Current;
+    PyObject* exc_type = tstate->curexc_type;
+    if (unlikely(exc_type)) {
+        if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) {
+            PyObject *exc_value, *exc_tb;
+            exc_value = tstate->curexc_value;
+            exc_tb = tstate->curexc_traceback;
+            tstate->curexc_type = 0;
+            tstate->curexc_value = 0;
+            tstate->curexc_traceback = 0;
+            Py_DECREF(exc_type);
+            Py_XDECREF(exc_value);
+            Py_XDECREF(exc_tb);
+            return 0;
+        } else {
+            return -1;
+        }
+    }
+    return 0;
+#else
+    if (unlikely(PyErr_Occurred())) {
+        if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) {
+            PyErr_Clear();
+            return 0;
+        } else {
+            return -1;
+        }
+    }
+    return 0;
+#endif
+}
+
+/* UnpackItemEndCheck */
+static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
+    if (unlikely(retval)) {
+        Py_DECREF(retval);
+        __Pyx_RaiseTooManyValuesError(expected);
+        return -1;
+    } else {
+        return __Pyx_IterFinish();
+    }
+    return 0;
+}
+
+/* PyObjectGetMethod */
+static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method) {
+    PyObject *attr;
+#if CYTHON_UNPACK_METHODS && CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_PYTYPE_LOOKUP
+    PyTypeObject *tp = Py_TYPE(obj);
+    PyObject *descr;
+    descrgetfunc f = NULL;
+    PyObject **dictptr, *dict;
+    int meth_found = 0;
+    assert (*method == NULL);
+    if (unlikely(tp->tp_getattro != PyObject_GenericGetAttr)) {
+        attr = __Pyx_PyObject_GetAttrStr(obj, name);
+        goto try_unpack;
+    }
+    if (unlikely(tp->tp_dict == NULL) && unlikely(PyType_Ready(tp) < 0)) {
+        return 0;
+    }
+    descr = _PyType_Lookup(tp, name);
+    if (likely(descr != NULL)) {
+        Py_INCREF(descr);
+#if PY_MAJOR_VERSION >= 3
+        #ifdef __Pyx_CyFunction_USED
+        if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr)))
+        #else
+        if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type)))
+        #endif
+#else
+        #ifdef __Pyx_CyFunction_USED
+        if (likely(PyFunction_Check(descr) || __Pyx_CyFunction_Check(descr)))
+        #else
+        if (likely(PyFunction_Check(descr)))
+        #endif
+#endif
+        {
+            meth_found = 1;
+        } else {
+            f = Py_TYPE(descr)->tp_descr_get;
+            if (f != NULL && PyDescr_IsData(descr)) {
+                attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
+                Py_DECREF(descr);
+                goto try_unpack;
+            }
+        }
+    }
+    dictptr = _PyObject_GetDictPtr(obj);
+    if (dictptr != NULL && (dict = *dictptr) != NULL) {
+        Py_INCREF(dict);
+        attr = __Pyx_PyDict_GetItemStr(dict, name);
+        if (attr != NULL) {
+            Py_INCREF(attr);
+            Py_DECREF(dict);
+            Py_XDECREF(descr);
+            goto try_unpack;
+        }
+        Py_DECREF(dict);
+    }
+    if (meth_found) {
+        *method = descr;
+        return 1;
+    }
+    if (f != NULL) {
+        attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
+        Py_DECREF(descr);
+        goto try_unpack;
+    }
+    if (descr != NULL) {
+        *method = descr;
+        return 0;
+    }
+    PyErr_Format(PyExc_AttributeError,
+#if PY_MAJOR_VERSION >= 3
+                 "'%.50s' object has no attribute '%U'",
+                 tp->tp_name, name);
+#else
+                 "'%.50s' object has no attribute '%.400s'",
+                 tp->tp_name, PyString_AS_STRING(name));
+#endif
+    return 0;
+#else
+    attr = __Pyx_PyObject_GetAttrStr(obj, name);
+    goto try_unpack;
+#endif
+try_unpack:
+#if CYTHON_UNPACK_METHODS
+    if (likely(attr) && PyMethod_Check(attr) && likely(PyMethod_GET_SELF(attr) == obj)) {
+        PyObject *function = PyMethod_GET_FUNCTION(attr);
+        Py_INCREF(function);
+        Py_DECREF(attr);
+        *method = function;
+        return 1;
+    }
+#endif
+    *method = attr;
+    return 0;
+}
+
+/* PyObjectCallMethod0 */
+static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name) {
+    PyObject *method = NULL, *result = NULL;
+    int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method);
+    if (likely(is_method)) {
+        result = __Pyx_PyObject_CallOneArg(method, obj);
+        Py_DECREF(method);
+        return result;
+    }
+    if (unlikely(!method)) goto bad;
+    result = __Pyx_PyObject_CallNoArg(method);
+    Py_DECREF(method);
+bad:
+    return result;
+}
+
+/* RaiseNoneIterError */
+static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
+    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
+}
+
+/* UnpackTupleError */
+static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) {
+    if (t == Py_None) {
+      __Pyx_RaiseNoneNotIterableError();
+    } else if (PyTuple_GET_SIZE(t) < index) {
+      __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t));
+    } else {
+      __Pyx_RaiseTooManyValuesError(index);
+    }
+}
+
+/* UnpackTuple2 */
+static CYTHON_INLINE int __Pyx_unpack_tuple2_exact(
+        PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, int decref_tuple) {
+    PyObject *value1 = NULL, *value2 = NULL;
+#if CYTHON_COMPILING_IN_PYPY
+    value1 = PySequence_ITEM(tuple, 0);  if (unlikely(!value1)) goto bad;
+    value2 = PySequence_ITEM(tuple, 1);  if (unlikely(!value2)) goto bad;
+#else
+    value1 = PyTuple_GET_ITEM(tuple, 0);  Py_INCREF(value1);
+    value2 = PyTuple_GET_ITEM(tuple, 1);  Py_INCREF(value2);
+#endif
+    if (decref_tuple) {
+        Py_DECREF(tuple);
+    }
+    *pvalue1 = value1;
+    *pvalue2 = value2;
+    return 0;
+#if CYTHON_COMPILING_IN_PYPY
+bad:
+    Py_XDECREF(value1);
+    Py_XDECREF(value2);
+    if (decref_tuple) { Py_XDECREF(tuple); }
+    return -1;
+#endif
+}
+static int __Pyx_unpack_tuple2_generic(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2,
+                                       int has_known_size, int decref_tuple) {
+    Py_ssize_t index;
+    PyObject *value1 = NULL, *value2 = NULL, *iter = NULL;
+    iternextfunc iternext;
+    iter = PyObject_GetIter(tuple);
+    if (unlikely(!iter)) goto bad;
+    if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; }
+    iternext = Py_TYPE(iter)->tp_iternext;
+    value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; }
+    value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; }
+    if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad;
+    Py_DECREF(iter);
+    *pvalue1 = value1;
+    *pvalue2 = value2;
+    return 0;
+unpacking_failed:
+    if (!has_known_size && __Pyx_IterFinish() == 0)
+        __Pyx_RaiseNeedMoreValuesError(index);
+bad:
+    Py_XDECREF(iter);
+    Py_XDECREF(value1);
+    Py_XDECREF(value2);
+    if (decref_tuple) { Py_XDECREF(tuple); }
+    return -1;
+}
+
+/* dict_iter */
+static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name,
+                                                   Py_ssize_t* p_orig_length, int* p_source_is_dict) {
+    is_dict = is_dict || likely(PyDict_CheckExact(iterable));
+    *p_source_is_dict = is_dict;
+    if (is_dict) {
+#if !CYTHON_COMPILING_IN_PYPY
+        *p_orig_length = PyDict_Size(iterable);
+        Py_INCREF(iterable);
+        return iterable;
+#elif PY_MAJOR_VERSION >= 3
+        static PyObject *py_items = NULL, *py_keys = NULL, *py_values = NULL;
+        PyObject **pp = NULL;
+        if (method_name) {
+            const char *name = PyUnicode_AsUTF8(method_name);
+            if (strcmp(name, "iteritems") == 0) pp = &py_items;
+            else if (strcmp(name, "iterkeys") == 0) pp = &py_keys;
+            else if (strcmp(name, "itervalues") == 0) pp = &py_values;
+            if (pp) {
+                if (!*pp) {
+                    *pp = PyUnicode_FromString(name + 4);
+                    if (!*pp)
+                        return NULL;
+                }
+                method_name = *pp;
+            }
+        }
+#endif
+    }
+    *p_orig_length = 0;
+    if (method_name) {
+        PyObject* iter;
+        iterable = __Pyx_PyObject_CallMethod0(iterable, method_name);
+        if (!iterable)
+            return NULL;
+#if !CYTHON_COMPILING_IN_PYPY
+        if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable))
+            return iterable;
+#endif
+        iter = PyObject_GetIter(iterable);
+        Py_DECREF(iterable);
+        return iter;
+    }
+    return PyObject_GetIter(iterable);
+}
+static CYTHON_INLINE int __Pyx_dict_iter_next(
+        PyObject* iter_obj, CYTHON_NCP_UNUSED Py_ssize_t orig_length, CYTHON_NCP_UNUSED Py_ssize_t* ppos,
+        PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) {
+    PyObject* next_item;
+#if !CYTHON_COMPILING_IN_PYPY
+    if (source_is_dict) {
+        PyObject *key, *value;
+        if (unlikely(orig_length != PyDict_Size(iter_obj))) {
+            PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration");
+            return -1;
+        }
+        if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) {
+            return 0;
+        }
+        if (pitem) {
+            PyObject* tuple = PyTuple_New(2);
+            if (unlikely(!tuple)) {
+                return -1;
+            }
+            Py_INCREF(key);
+            Py_INCREF(value);
+            PyTuple_SET_ITEM(tuple, 0, key);
+            PyTuple_SET_ITEM(tuple, 1, value);
+            *pitem = tuple;
+        } else {
+            if (pkey) {
+                Py_INCREF(key);
+                *pkey = key;
+            }
+            if (pvalue) {
+                Py_INCREF(value);
+                *pvalue = value;
+            }
+        }
+        return 1;
+    } else if (PyTuple_CheckExact(iter_obj)) {
+        Py_ssize_t pos = *ppos;
+        if (unlikely(pos >= PyTuple_GET_SIZE(iter_obj))) return 0;
+        *ppos = pos + 1;
+        next_item = PyTuple_GET_ITEM(iter_obj, pos);
+        Py_INCREF(next_item);
+    } else if (PyList_CheckExact(iter_obj)) {
+        Py_ssize_t pos = *ppos;
+        if (unlikely(pos >= PyList_GET_SIZE(iter_obj))) return 0;
+        *ppos = pos + 1;
+        next_item = PyList_GET_ITEM(iter_obj, pos);
+        Py_INCREF(next_item);
+    } else
+#endif
+    {
+        next_item = PyIter_Next(iter_obj);
+        if (unlikely(!next_item)) {
+            return __Pyx_IterFinish();
+        }
+    }
+    if (pitem) {
+        *pitem = next_item;
+    } else if (pkey && pvalue) {
+        if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1))
+            return -1;
+    } else if (pkey) {
+        *pkey = next_item;
+    } else {
+        *pvalue = next_item;
+    }
+    return 1;
+}
+
+/* WriteUnraisableException */
+static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno,
+                                  CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename,
+                                  int full_traceback, CYTHON_UNUSED int nogil) {
+    PyObject *old_exc, *old_val, *old_tb;
+    PyObject *ctx;
+    __Pyx_PyThreadState_declare
+#ifdef WITH_THREAD
+    PyGILState_STATE state;
+    if (nogil)
+        state = PyGILState_Ensure();
+#ifdef _MSC_VER
+    else state = (PyGILState_STATE)-1;
+#endif
+#endif
+    __Pyx_PyThreadState_assign
+    __Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
+    if (full_traceback) {
+        Py_XINCREF(old_exc);
+        Py_XINCREF(old_val);
+        Py_XINCREF(old_tb);
+        __Pyx_ErrRestore(old_exc, old_val, old_tb);
+        PyErr_PrintEx(1);
+    }
+    #if PY_MAJOR_VERSION < 3
+    ctx = PyString_FromString(name);
+    #else
+    ctx = PyUnicode_FromString(name);
+    #endif
+    __Pyx_ErrRestore(old_exc, old_val, old_tb);
+    if (!ctx) {
+        PyErr_WriteUnraisable(Py_None);
+    } else {
+        PyErr_WriteUnraisable(ctx);
+        Py_DECREF(ctx);
+    }
+#ifdef WITH_THREAD
+    if (nogil)
+        PyGILState_Release(state);
+#endif
+}
+
+/* Import */
+static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) {
+    PyObject *empty_list = 0;
+    PyObject *module = 0;
+    PyObject *global_dict = 0;
+    PyObject *empty_dict = 0;
+    PyObject *list;
+    #if PY_MAJOR_VERSION < 3
+    PyObject *py_import;
+    py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import);
+    if (!py_import)
+        goto bad;
+    #endif
+    if (from_list)
+        list = from_list;
+    else {
+        empty_list = PyList_New(0);
+        if (!empty_list)
+            goto bad;
+        list = empty_list;
+    }
+    global_dict = PyModule_GetDict(__pyx_m);
+    if (!global_dict)
+        goto bad;
+    empty_dict = PyDict_New();
+    if (!empty_dict)
+        goto bad;
+    {
+        #if PY_MAJOR_VERSION >= 3
+        if (level == -1) {
+            if ((1) && (strchr(__Pyx_MODULE_NAME, '.'))) {
+                module = PyImport_ImportModuleLevelObject(
+                    name, global_dict, empty_dict, list, 1);
+                if (!module) {
+                    if (!PyErr_ExceptionMatches(PyExc_ImportError))
+                        goto bad;
+                    PyErr_Clear();
+                }
+            }
+            level = 0;
+        }
+        #endif
+        if (!module) {
+            #if PY_MAJOR_VERSION < 3
+            PyObject *py_level = PyInt_FromLong(level);
+            if (!py_level)
+                goto bad;
+            module = PyObject_CallFunctionObjArgs(py_import,
+                name, global_dict, empty_dict, list, py_level, (PyObject *)NULL);
+            Py_DECREF(py_level);
+            #else
+            module = PyImport_ImportModuleLevelObject(
+                name, global_dict, empty_dict, list, level);
+            #endif
+        }
+    }
+bad:
+    #if PY_MAJOR_VERSION < 3
+    Py_XDECREF(py_import);
+    #endif
+    Py_XDECREF(empty_list);
+    Py_XDECREF(empty_dict);
+    return module;
+}
+
+/* ImportFrom */
+static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) {
+    PyObject* value = __Pyx_PyObject_GetAttrStr(module, name);
+    if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) {
+        PyErr_Format(PyExc_ImportError,
+        #if PY_MAJOR_VERSION < 3
+            "cannot import name %.230s", PyString_AS_STRING(name));
+        #else
+            "cannot import name %S", name);
+        #endif
+    }
+    return value;
+}
+
+/* HasAttr */
+static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) {
+    PyObject *r;
+    if (unlikely(!__Pyx_PyBaseString_Check(n))) {
+        PyErr_SetString(PyExc_TypeError,
+                        "hasattr(): attribute name must be string");
+        return -1;
+    }
+    r = __Pyx_GetAttr(o, n);
+    if (unlikely(!r)) {
+        PyErr_Clear();
+        return 0;
+    } else {
+        Py_DECREF(r);
+        return 1;
+    }
+}
+
+/* PyObject_GenericGetAttrNoDict */
+#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
+static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, PyObject *attr_name) {
+    PyErr_Format(PyExc_AttributeError,
+#if PY_MAJOR_VERSION >= 3
+                 "'%.50s' object has no attribute '%U'",
+                 tp->tp_name, attr_name);
+#else
+                 "'%.50s' object has no attribute '%.400s'",
+                 tp->tp_name, PyString_AS_STRING(attr_name));
+#endif
+    return NULL;
+}
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name) {
+    PyObject *descr;
+    PyTypeObject *tp = Py_TYPE(obj);
+    if (unlikely(!PyString_Check(attr_name))) {
+        return PyObject_GenericGetAttr(obj, attr_name);
+    }
+    assert(!tp->tp_dictoffset);
+    descr = _PyType_Lookup(tp, attr_name);
+    if (unlikely(!descr)) {
+        return __Pyx_RaiseGenericGetAttributeError(tp, attr_name);
+    }
+    Py_INCREF(descr);
+    #if PY_MAJOR_VERSION < 3
+    if (likely(PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_HAVE_CLASS)))
+    #endif
+    {
+        descrgetfunc f = Py_TYPE(descr)->tp_descr_get;
+        if (unlikely(f)) {
+            PyObject *res = f(descr, obj, (PyObject *)tp);
+            Py_DECREF(descr);
+            return res;
+        }
+    }
+    return descr;
+}
+#endif
+
+/* PyObject_GenericGetAttr */
+#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
+static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name) {
+    if (unlikely(Py_TYPE(obj)->tp_dictoffset)) {
+        return PyObject_GenericGetAttr(obj, attr_name);
+    }
+    return __Pyx_PyObject_GenericGetAttrNoDict(obj, attr_name);
+}
+#endif
+
+/* SetVTable */
+static int __Pyx_SetVtable(PyObject *dict, void *vtable) {
+#if PY_VERSION_HEX >= 0x02070000
+    PyObject *ob = PyCapsule_New(vtable, 0, 0);
+#else
+    PyObject *ob = PyCObject_FromVoidPtr(vtable, 0);
+#endif
+    if (!ob)
+        goto bad;
+    if (PyDict_SetItem(dict, __pyx_n_s_pyx_vtable, ob) < 0)
+        goto bad;
+    Py_DECREF(ob);
+    return 0;
+bad:
+    Py_XDECREF(ob);
+    return -1;
+}
+
+/* PyObjectGetAttrStrNoError */
+static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) {
+    __Pyx_PyThreadState_declare
+    __Pyx_PyThreadState_assign
+    if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
+        __Pyx_PyErr_Clear();
+}
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) {
+    PyObject *result;
+#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS && PY_VERSION_HEX >= 0x030700B1
+    PyTypeObject* tp = Py_TYPE(obj);
+    if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) {
+        return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1);
+    }
+#endif
+    result = __Pyx_PyObject_GetAttrStr(obj, attr_name);
+    if (unlikely(!result)) {
+        __Pyx_PyObject_GetAttrStr_ClearAttributeError();
+    }
+    return result;
+}
+
+/* SetupReduce */
+static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) {
+  int ret;
+  PyObject *name_attr;
+  name_attr = __Pyx_PyObject_GetAttrStr(meth, __pyx_n_s_name);
+  if (likely(name_attr)) {
+      ret = PyObject_RichCompareBool(name_attr, name, Py_EQ);
+  } else {
+      ret = -1;
+  }
+  if (unlikely(ret < 0)) {
+      PyErr_Clear();
+      ret = 0;
+  }
+  Py_XDECREF(name_attr);
+  return ret;
+}
+static int __Pyx_setup_reduce(PyObject* type_obj) {
+    int ret = 0;
+    PyObject *object_reduce = NULL;
+    PyObject *object_getstate = NULL;
+    PyObject *object_reduce_ex = NULL;
+    PyObject *reduce = NULL;
+    PyObject *reduce_ex = NULL;
+    PyObject *reduce_cython = NULL;
+    PyObject *setstate = NULL;
+    PyObject *setstate_cython = NULL;
+    PyObject *getstate = NULL;
+#if CYTHON_USE_PYTYPE_LOOKUP
+    getstate = _PyType_Lookup((PyTypeObject*)type_obj, __pyx_n_s_getstate);
+#else
+    getstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_getstate);
+    if (!getstate && PyErr_Occurred()) {
+        goto __PYX_BAD;
+    }
+#endif
+    if (getstate) {
+#if CYTHON_USE_PYTYPE_LOOKUP
+        object_getstate = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_getstate);
+#else
+        object_getstate = __Pyx_PyObject_GetAttrStrNoError((PyObject*)&PyBaseObject_Type, __pyx_n_s_getstate);
+        if (!object_getstate && PyErr_Occurred()) {
+            goto __PYX_BAD;
+        }
+#endif
+        if (object_getstate != getstate) {
+            goto __PYX_GOOD;
+        }
+    }
+#if CYTHON_USE_PYTYPE_LOOKUP
+    object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
+#else
+    object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
+#endif
+    reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce_ex); if (unlikely(!reduce_ex)) goto __PYX_BAD;
+    if (reduce_ex == object_reduce_ex) {
+#if CYTHON_USE_PYTYPE_LOOKUP
+        object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
+#else
+        object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
+#endif
+        reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce); if (unlikely(!reduce)) goto __PYX_BAD;
+        if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_n_s_reduce_cython)) {
+            reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_reduce_cython);
+            if (likely(reduce_cython)) {
+                ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
+                ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
+            } else if (reduce == object_reduce || PyErr_Occurred()) {
+                goto __PYX_BAD;
+            }
+            setstate = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_setstate);
+            if (!setstate) PyErr_Clear();
+            if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_n_s_setstate_cython)) {
+                setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_setstate_cython);
+                if (likely(setstate_cython)) {
+                    ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
+                    ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
+                } else if (!setstate || PyErr_Occurred()) {
+                    goto __PYX_BAD;
+                }
+            }
+            PyType_Modified((PyTypeObject*)type_obj);
+        }
+    }
+    goto __PYX_GOOD;
+__PYX_BAD:
+    if (!PyErr_Occurred())
+        PyErr_Format(PyExc_RuntimeError, "Unable to initialize pickling for %s", ((PyTypeObject*)type_obj)->tp_name);
+    ret = -1;
+__PYX_GOOD:
+#if !CYTHON_USE_PYTYPE_LOOKUP
+    Py_XDECREF(object_reduce);
+    Py_XDECREF(object_reduce_ex);
+    Py_XDECREF(object_getstate);
+    Py_XDECREF(getstate);
+#endif
+    Py_XDECREF(reduce);
+    Py_XDECREF(reduce_ex);
+    Py_XDECREF(reduce_cython);
+    Py_XDECREF(setstate);
+    Py_XDECREF(setstate_cython);
+    return ret;
+}
+
+/* TypeImport */
+#ifndef __PYX_HAVE_RT_ImportType
+#define __PYX_HAVE_RT_ImportType
+static PyTypeObject *__Pyx_ImportType(PyObject *module, const char *module_name, const char *class_name,
+    size_t size, enum __Pyx_ImportType_CheckSize check_size)
+{
+    PyObject *result = 0;
+    char warning[200];
+    Py_ssize_t basicsize;
+#ifdef Py_LIMITED_API
+    PyObject *py_basicsize;
+#endif
+    result = PyObject_GetAttrString(module, class_name);
+    if (!result)
+        goto bad;
+    if (!PyType_Check(result)) {
+        PyErr_Format(PyExc_TypeError,
+            "%.200s.%.200s is not a type object",
+            module_name, class_name);
+        goto bad;
+    }
+#ifndef Py_LIMITED_API
+    basicsize = ((PyTypeObject *)result)->tp_basicsize;
+#else
+    py_basicsize = PyObject_GetAttrString(result, "__basicsize__");
+    if (!py_basicsize)
+        goto bad;
+    basicsize = PyLong_AsSsize_t(py_basicsize);
+    Py_DECREF(py_basicsize);
+    py_basicsize = 0;
+    if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred())
+        goto bad;
+#endif
+    if ((size_t)basicsize < size) {
+        PyErr_Format(PyExc_ValueError,
+            "%.200s.%.200s size changed, may indicate binary incompatibility. "
+            "Expected %zd from C header, got %zd from PyObject",
+            module_name, class_name, size, basicsize);
+        goto bad;
+    }
+    if (check_size == __Pyx_ImportType_CheckSize_Error && (size_t)basicsize != size) {
+        PyErr_Format(PyExc_ValueError,
+            "%.200s.%.200s size changed, may indicate binary incompatibility. "
+            "Expected %zd from C header, got %zd from PyObject",
+            module_name, class_name, size, basicsize);
+        goto bad;
+    }
+    else if (check_size == __Pyx_ImportType_CheckSize_Warn && (size_t)basicsize > size) {
+        PyOS_snprintf(warning, sizeof(warning),
+            "%s.%s size changed, may indicate binary incompatibility. "
+            "Expected %zd from C header, got %zd from PyObject",
+            module_name, class_name, size, basicsize);
+        if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
+    }
+    return (PyTypeObject *)result;
+bad:
+    Py_XDECREF(result);
+    return NULL;
+}
+#endif
+
+/* CLineInTraceback */
+#ifndef CYTHON_CLINE_IN_TRACEBACK
+static int __Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState *tstate, int c_line) {
+    PyObject *use_cline;
+    PyObject *ptype, *pvalue, *ptraceback;
+#if CYTHON_COMPILING_IN_CPYTHON
+    PyObject **cython_runtime_dict;
+#endif
+    if (unlikely(!__pyx_cython_runtime)) {
+        return c_line;
+    }
+    __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
+#if CYTHON_COMPILING_IN_CPYTHON
+    cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime);
+    if (likely(cython_runtime_dict)) {
+        __PYX_PY_DICT_LOOKUP_IF_MODIFIED(
+            use_cline, *cython_runtime_dict,
+            __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback))
+    } else
+#endif
+    {
+      PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback);
+      if (use_cline_obj) {
+        use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True;
+        Py_DECREF(use_cline_obj);
+      } else {
+        PyErr_Clear();
+        use_cline = NULL;
+      }
+    }
+    if (!use_cline) {
+        c_line = 0;
+        (void) PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False);
+    }
+    else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
+        c_line = 0;
+    }
+    __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
+    return c_line;
+}
+#endif
+
+/* CodeObjectCache */
+static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
+    int start = 0, mid = 0, end = count - 1;
+    if (end >= 0 && code_line > entries[end].code_line) {
+        return count;
+    }
+    while (start < end) {
+        mid = start + (end - start) / 2;
+        if (code_line < entries[mid].code_line) {
+            end = mid;
+        } else if (code_line > entries[mid].code_line) {
+             start = mid + 1;
+        } else {
+            return mid;
+        }
+    }
+    if (code_line <= entries[mid].code_line) {
+        return mid;
+    } else {
+        return mid + 1;
+    }
+}
+static PyCodeObject *__pyx_find_code_object(int code_line) {
+    PyCodeObject* code_object;
+    int pos;
+    if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
+        return NULL;
+    }
+    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
+    if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
+        return NULL;
+    }
+    code_object = __pyx_code_cache.entries[pos].code_object;
+    Py_INCREF(code_object);
+    return code_object;
+}
+static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
+    int pos, i;
+    __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
+    if (unlikely(!code_line)) {
+        return;
+    }
+    if (unlikely(!entries)) {
+        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
+        if (likely(entries)) {
+            __pyx_code_cache.entries = entries;
+            __pyx_code_cache.max_count = 64;
+            __pyx_code_cache.count = 1;
+            entries[0].code_line = code_line;
+            entries[0].code_object = code_object;
+            Py_INCREF(code_object);
+        }
+        return;
+    }
+    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
+    if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
+        PyCodeObject* tmp = entries[pos].code_object;
+        entries[pos].code_object = code_object;
+        Py_DECREF(tmp);
+        return;
+    }
+    if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
+        int new_max = __pyx_code_cache.max_count + 64;
+        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
+            __pyx_code_cache.entries, ((size_t)new_max) * sizeof(__Pyx_CodeObjectCacheEntry));
+        if (unlikely(!entries)) {
+            return;
+        }
+        __pyx_code_cache.entries = entries;
+        __pyx_code_cache.max_count = new_max;
+    }
+    for (i=__pyx_code_cache.count; i>pos; i--) {
+        entries[i] = entries[i-1];
+    }
+    entries[pos].code_line = code_line;
+    entries[pos].code_object = code_object;
+    __pyx_code_cache.count++;
+    Py_INCREF(code_object);
+}
+
+/* AddTraceback */
+#include "compile.h"
+#include "frameobject.h"
+#include "traceback.h"
+#if PY_VERSION_HEX >= 0x030b00a6
+  #ifndef Py_BUILD_CORE
+    #define Py_BUILD_CORE 1
+  #endif
+  #include "internal/pycore_frame.h"
+#endif
+static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
+            const char *funcname, int c_line,
+            int py_line, const char *filename) {
+    PyCodeObject *py_code = NULL;
+    PyObject *py_funcname = NULL;
+    #if PY_MAJOR_VERSION < 3
+    PyObject *py_srcfile = NULL;
+    py_srcfile = PyString_FromString(filename);
+    if (!py_srcfile) goto bad;
+    #endif
+    if (c_line) {
+        #if PY_MAJOR_VERSION < 3
+        py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
+        if (!py_funcname) goto bad;
+        #else
+        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
+        if (!py_funcname) goto bad;
+        funcname = PyUnicode_AsUTF8(py_funcname);
+        if (!funcname) goto bad;
+        #endif
+    }
+    else {
+        #if PY_MAJOR_VERSION < 3
+        py_funcname = PyString_FromString(funcname);
+        if (!py_funcname) goto bad;
+        #endif
+    }
+    #if PY_MAJOR_VERSION < 3
+    py_code = __Pyx_PyCode_New(
+        0,
+        0,
+        0,
+        0,
+        0,
+        __pyx_empty_bytes, /*PyObject *code,*/
+        __pyx_empty_tuple, /*PyObject *consts,*/
+        __pyx_empty_tuple, /*PyObject *names,*/
+        __pyx_empty_tuple, /*PyObject *varnames,*/
+        __pyx_empty_tuple, /*PyObject *freevars,*/
+        __pyx_empty_tuple, /*PyObject *cellvars,*/
+        py_srcfile,   /*PyObject *filename,*/
+        py_funcname,  /*PyObject *name,*/
+        py_line,
+        __pyx_empty_bytes  /*PyObject *lnotab*/
+    );
+    Py_DECREF(py_srcfile);
+    #else
+    py_code = PyCode_NewEmpty(filename, funcname, py_line);
+    #endif
+    Py_XDECREF(py_funcname);  // XDECREF since it's only set on Py3 if cline
+    return py_code;
+bad:
+    Py_XDECREF(py_funcname);
+    #if PY_MAJOR_VERSION < 3
+    Py_XDECREF(py_srcfile);
+    #endif
+    return NULL;
+}
+static void __Pyx_AddTraceback(const char *funcname, int c_line,
+                               int py_line, const char *filename) {
+    PyCodeObject *py_code = 0;
+    PyFrameObject *py_frame = 0;
+    PyThreadState *tstate = __Pyx_PyThreadState_Current;
+    PyObject *ptype, *pvalue, *ptraceback;
+    if (c_line) {
+        c_line = __Pyx_CLineForTraceback(tstate, c_line);
+    }
+    py_code = __pyx_find_code_object(c_line ? -c_line : py_line);
+    if (!py_code) {
+        __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
+        py_code = __Pyx_CreateCodeObjectForTraceback(
+            funcname, c_line, py_line, filename);
+        if (!py_code) {
+            /* If the code object creation fails, then we should clear the
+               fetched exception references and propagate the new exception */
+            Py_XDECREF(ptype);
+            Py_XDECREF(pvalue);
+            Py_XDECREF(ptraceback);
+            goto bad;
+        }
+        __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
+        __pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
+    }
+    py_frame = PyFrame_New(
+        tstate,            /*PyThreadState *tstate,*/
+        py_code,           /*PyCodeObject *code,*/
+        __pyx_d,    /*PyObject *globals,*/
+        0                  /*PyObject *locals*/
+    );
+    if (!py_frame) goto bad;
+    __Pyx_PyFrame_SetLineNumber(py_frame, py_line);
+    PyTraceBack_Here(py_frame);
+bad:
+    Py_XDECREF(py_code);
+    Py_XDECREF(py_frame);
+}
+
+/* CIntFromPyVerify */
+#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\
+    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0)
+#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\
+    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1)
+#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\
+    {\
+        func_type value = func_value;\
+        if (sizeof(target_type) < sizeof(func_type)) {\
+            if (unlikely(value != (func_type) (target_type) value)) {\
+                func_type zero = 0;\
+                if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\
+                    return (target_type) -1;\
+                if (is_unsigned && unlikely(value < zero))\
+                    goto raise_neg_overflow;\
+                else\
+                    goto raise_overflow;\
+            }\
+        }\
+        return (target_type) value;\
+    }
+
+/* CIntToPy */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+    const int neg_one = (int) -1, const_zero = (int) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+    const int is_unsigned = neg_one > const_zero;
+    if (is_unsigned) {
+        if (sizeof(int) < sizeof(long)) {
+            return PyInt_FromLong((long) value);
+        } else if (sizeof(int) <= sizeof(unsigned long)) {
+            return PyLong_FromUnsignedLong((unsigned long) value);
+#ifdef HAVE_LONG_LONG
+        } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
+            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
+#endif
+        }
+    } else {
+        if (sizeof(int) <= sizeof(long)) {
+            return PyInt_FromLong((long) value);
+#ifdef HAVE_LONG_LONG
+        } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
+            return PyLong_FromLongLong((PY_LONG_LONG) value);
+#endif
+        }
+    }
+    {
+        int one = 1; int little = (int)*(unsigned char *)&one;
+        unsigned char *bytes = (unsigned char *)&value;
+        return _PyLong_FromByteArray(bytes, sizeof(int),
+                                     little, !is_unsigned);
+    }
+}
+
+/* CIntFromPy */
+static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+    const int neg_one = (int) -1, const_zero = (int) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+    const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+    if (likely(PyInt_Check(x))) {
+        if (sizeof(int) < sizeof(long)) {
+            __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x))
+        } else {
+            long val = PyInt_AS_LONG(x);
+            if (is_unsigned && unlikely(val < 0)) {
+                goto raise_neg_overflow;
+            }
+            return (int) val;
+        }
+    } else
+#endif
+    if (likely(PyLong_Check(x))) {
+        if (is_unsigned) {
+#if CYTHON_USE_PYLONG_INTERNALS
+            const digit* digits = ((PyLongObject*)x)->ob_digit;
+            switch (Py_SIZE(x)) {
+                case  0: return (int) 0;
+                case  1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0])
+                case 2:
+                    if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) {
+                            return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
+                        }
+                    }
+                    break;
+                case 3:
+                    if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) {
+                            return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
+                        }
+                    }
+                    break;
+                case 4:
+                    if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) {
+                            return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
+                        }
+                    }
+                    break;
+            }
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON
+            if (unlikely(Py_SIZE(x) < 0)) {
+                goto raise_neg_overflow;
+            }
+#else
+            {
+                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
+                if (unlikely(result < 0))
+                    return (int) -1;
+                if (unlikely(result == 1))
+                    goto raise_neg_overflow;
+            }
+#endif
+            if (sizeof(int) <= sizeof(unsigned long)) {
+                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x))
+#ifdef HAVE_LONG_LONG
+            } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
+                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
+#endif
+            }
+        } else {
+#if CYTHON_USE_PYLONG_INTERNALS
+            const digit* digits = ((PyLongObject*)x)->ob_digit;
+            switch (Py_SIZE(x)) {
+                case  0: return (int) 0;
+                case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0]))
+                case  1: __PYX_VERIFY_RETURN_INT(int,  digit, +digits[0])
+                case -2:
+                    if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
+                            return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                        }
+                    }
+                    break;
+                case 2:
+                    if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
+                            return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                        }
+                    }
+                    break;
+                case -3:
+                    if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
+                            return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                        }
+                    }
+                    break;
+                case 3:
+                    if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
+                            return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                        }
+                    }
+                    break;
+                case -4:
+                    if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
+                            return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                        }
+                    }
+                    break;
+                case 4:
+                    if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
+                            return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+                        }
+                    }
+                    break;
+            }
+#endif
+            if (sizeof(int) <= sizeof(long)) {
+                __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x))
+#ifdef HAVE_LONG_LONG
+            } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
+                __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x))
+#endif
+            }
+        }
+        {
+#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
+            PyErr_SetString(PyExc_RuntimeError,
+                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
+#else
+            int val;
+            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
+ #if PY_MAJOR_VERSION < 3
+            if (likely(v) && !PyLong_Check(v)) {
+                PyObject *tmp = v;
+                v = PyNumber_Long(tmp);
+                Py_DECREF(tmp);
+            }
+ #endif
+            if (likely(v)) {
+                int one = 1; int is_little = (int)*(unsigned char *)&one;
+                unsigned char *bytes = (unsigned char *)&val;
+                int ret = _PyLong_AsByteArray((PyLongObject *)v,
+                                              bytes, sizeof(val),
+                                              is_little, !is_unsigned);
+                Py_DECREF(v);
+                if (likely(!ret))
+                    return val;
+            }
+#endif
+            return (int) -1;
+        }
+    } else {
+        int val;
+        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
+        if (!tmp) return (int) -1;
+        val = __Pyx_PyInt_As_int(tmp);
+        Py_DECREF(tmp);
+        return val;
+    }
+raise_overflow:
+    PyErr_SetString(PyExc_OverflowError,
+        "value too large to convert to int");
+    return (int) -1;
+raise_neg_overflow:
+    PyErr_SetString(PyExc_OverflowError,
+        "can't convert negative value to int");
+    return (int) -1;
+}
+
+/* CIntFromPy */
+static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+    const long neg_one = (long) -1, const_zero = (long) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+    const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+    if (likely(PyInt_Check(x))) {
+        if (sizeof(long) < sizeof(long)) {
+            __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x))
+        } else {
+            long val = PyInt_AS_LONG(x);
+            if (is_unsigned && unlikely(val < 0)) {
+                goto raise_neg_overflow;
+            }
+            return (long) val;
+        }
+    } else
+#endif
+    if (likely(PyLong_Check(x))) {
+        if (is_unsigned) {
+#if CYTHON_USE_PYLONG_INTERNALS
+            const digit* digits = ((PyLongObject*)x)->ob_digit;
+            switch (Py_SIZE(x)) {
+                case  0: return (long) 0;
+                case  1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0])
+                case 2:
+                    if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) {
+                            return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
+                        }
+                    }
+                    break;
+                case 3:
+                    if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) {
+                            return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
+                        }
+                    }
+                    break;
+                case 4:
+                    if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) {
+                            return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
+                        }
+                    }
+                    break;
+            }
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON
+            if (unlikely(Py_SIZE(x) < 0)) {
+                goto raise_neg_overflow;
+            }
+#else
+            {
+                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
+                if (unlikely(result < 0))
+                    return (long) -1;
+                if (unlikely(result == 1))
+                    goto raise_neg_overflow;
+            }
+#endif
+            if (sizeof(long) <= sizeof(unsigned long)) {
+                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x))
+#ifdef HAVE_LONG_LONG
+            } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
+                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
+#endif
+            }
+        } else {
+#if CYTHON_USE_PYLONG_INTERNALS
+            const digit* digits = ((PyLongObject*)x)->ob_digit;
+            switch (Py_SIZE(x)) {
+                case  0: return (long) 0;
+                case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0]))
+                case  1: __PYX_VERIFY_RETURN_INT(long,  digit, +digits[0])
+                case -2:
+                    if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
+                            return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                        }
+                    }
+                    break;
+                case 2:
+                    if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
+                            return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                        }
+                    }
+                    break;
+                case -3:
+                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
+                            return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                        }
+                    }
+                    break;
+                case 3:
+                    if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
+                            return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                        }
+                    }
+                    break;
+                case -4:
+                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
+                            return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                        }
+                    }
+                    break;
+                case 4:
+                    if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
+                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+                        } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
+                            return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+                        }
+                    }
+                    break;
+            }
+#endif
+            if (sizeof(long) <= sizeof(long)) {
+                __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x))
+#ifdef HAVE_LONG_LONG
+            } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
+                __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x))
+#endif
+            }
+        }
+        {
+#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
+            PyErr_SetString(PyExc_RuntimeError,
+                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
+#else
+            long val;
+            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
+ #if PY_MAJOR_VERSION < 3
+            if (likely(v) && !PyLong_Check(v)) {
+                PyObject *tmp = v;
+                v = PyNumber_Long(tmp);
+                Py_DECREF(tmp);
+            }
+ #endif
+            if (likely(v)) {
+                int one = 1; int is_little = (int)*(unsigned char *)&one;
+                unsigned char *bytes = (unsigned char *)&val;
+                int ret = _PyLong_AsByteArray((PyLongObject *)v,
+                                              bytes, sizeof(val),
+                                              is_little, !is_unsigned);
+                Py_DECREF(v);
+                if (likely(!ret))
+                    return val;
+            }
+#endif
+            return (long) -1;
+        }
+    } else {
+        long val;
+        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
+        if (!tmp) return (long) -1;
+        val = __Pyx_PyInt_As_long(tmp);
+        Py_DECREF(tmp);
+        return val;
+    }
+raise_overflow:
+    PyErr_SetString(PyExc_OverflowError,
+        "value too large to convert to long");
+    return (long) -1;
+raise_neg_overflow:
+    PyErr_SetString(PyExc_OverflowError,
+        "can't convert negative value to long");
+    return (long) -1;
+}
+
+/* CIntToPy */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+    const long neg_one = (long) -1, const_zero = (long) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+    const int is_unsigned = neg_one > const_zero;
+    if (is_unsigned) {
+        if (sizeof(long) < sizeof(long)) {
+            return PyInt_FromLong((long) value);
+        } else if (sizeof(long) <= sizeof(unsigned long)) {
+            return PyLong_FromUnsignedLong((unsigned long) value);
+#ifdef HAVE_LONG_LONG
+        } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
+            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
+#endif
+        }
+    } else {
+        if (sizeof(long) <= sizeof(long)) {
+            return PyInt_FromLong((long) value);
+#ifdef HAVE_LONG_LONG
+        } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
+            return PyLong_FromLongLong((PY_LONG_LONG) value);
+#endif
+        }
+    }
+    {
+        int one = 1; int little = (int)*(unsigned char *)&one;
+        unsigned char *bytes = (unsigned char *)&value;
+        return _PyLong_FromByteArray(bytes, sizeof(long),
+                                     little, !is_unsigned);
+    }
+}
+
+/* FastTypeChecks */
+#if CYTHON_COMPILING_IN_CPYTHON
+static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) {
+    while (a) {
+        a = a->tp_base;
+        if (a == b)
+            return 1;
+    }
+    return b == &PyBaseObject_Type;
+}
+static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) {
+    PyObject *mro;
+    if (a == b) return 1;
+    mro = a->tp_mro;
+    if (likely(mro)) {
+        Py_ssize_t i, n;
+        n = PyTuple_GET_SIZE(mro);
+        for (i = 0; i < n; i++) {
+            if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b)
+                return 1;
+        }
+        return 0;
+    }
+    return __Pyx_InBases(a, b);
+}
+#if PY_MAJOR_VERSION == 2
+static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) {
+    PyObject *exception, *value, *tb;
+    int res;
+    __Pyx_PyThreadState_declare
+    __Pyx_PyThreadState_assign
+    __Pyx_ErrFetch(&exception, &value, &tb);
+    res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0;
+    if (unlikely(res == -1)) {
+        PyErr_WriteUnraisable(err);
+        res = 0;
+    }
+    if (!res) {
+        res = PyObject_IsSubclass(err, exc_type2);
+        if (unlikely(res == -1)) {
+            PyErr_WriteUnraisable(err);
+            res = 0;
+        }
+    }
+    __Pyx_ErrRestore(exception, value, tb);
+    return res;
+}
+#else
+static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) {
+    int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type1) : 0;
+    if (!res) {
+        res = __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
+    }
+    return res;
+}
+#endif
+static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
+    Py_ssize_t i, n;
+    assert(PyExceptionClass_Check(exc_type));
+    n = PyTuple_GET_SIZE(tuple);
+#if PY_MAJOR_VERSION >= 3
+    for (i=0; i<n; i++) {
+        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
+    }
+#endif
+    for (i=0; i<n; i++) {
+        PyObject *t = PyTuple_GET_ITEM(tuple, i);
+        #if PY_MAJOR_VERSION < 3
+        if (likely(exc_type == t)) return 1;
+        #endif
+        if (likely(PyExceptionClass_Check(t))) {
+            if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1;
+        } else {
+        }
+    }
+    return 0;
+}
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject* exc_type) {
+    if (likely(err == exc_type)) return 1;
+    if (likely(PyExceptionClass_Check(err))) {
+        if (likely(PyExceptionClass_Check(exc_type))) {
+            return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type);
+        } else if (likely(PyTuple_Check(exc_type))) {
+            return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type);
+        } else {
+        }
+    }
+    return PyErr_GivenExceptionMatches(err, exc_type);
+}
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *exc_type1, PyObject *exc_type2) {
+    assert(PyExceptionClass_Check(exc_type1));
+    assert(PyExceptionClass_Check(exc_type2));
+    if (likely(err == exc_type1 || err == exc_type2)) return 1;
+    if (likely(PyExceptionClass_Check(err))) {
+        return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2);
+    }
+    return (PyErr_GivenExceptionMatches(err, exc_type1) || PyErr_GivenExceptionMatches(err, exc_type2));
+}
+#endif
+
+/* CheckBinaryVersion */
+static int __Pyx_check_binary_version(void) {
+    char ctversion[5];
+    int same=1, i, found_dot;
+    const char* rt_from_call = Py_GetVersion();
+    PyOS_snprintf(ctversion, 5, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
+    found_dot = 0;
+    for (i = 0; i < 4; i++) {
+        if (!ctversion[i]) {
+            same = (rt_from_call[i] < '0' || rt_from_call[i] > '9');
+            break;
+        }
+        if (rt_from_call[i] != ctversion[i]) {
+            same = 0;
+            break;
+        }
+    }
+    if (!same) {
+        char rtversion[5] = {'\0'};
+        char message[200];
+        for (i=0; i<4; ++i) {
+            if (rt_from_call[i] == '.') {
+                if (found_dot) break;
+                found_dot = 1;
+            } else if (rt_from_call[i] < '0' || rt_from_call[i] > '9') {
+                break;
+            }
+            rtversion[i] = rt_from_call[i];
+        }
+        PyOS_snprintf(message, sizeof(message),
+                      "compiletime version %s of module '%.100s' "
+                      "does not match runtime version %s",
+                      ctversion, __Pyx_MODULE_NAME, rtversion);
+        return PyErr_WarnEx(NULL, message, 1);
+    }
+    return 0;
+}
+
+/* InitStrings */
+static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
+    while (t->p) {
+        #if PY_MAJOR_VERSION < 3
+        if (t->is_unicode) {
+            *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
+        } else if (t->intern) {
+            *t->p = PyString_InternFromString(t->s);
+        } else {
+            *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
+        }
+        #else
+        if (t->is_unicode | t->is_str) {
+            if (t->intern) {
+                *t->p = PyUnicode_InternFromString(t->s);
+            } else if (t->encoding) {
+                *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
+            } else {
+                *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
+            }
+        } else {
+            *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
+        }
+        #endif
+        if (!*t->p)
+            return -1;
+        if (PyObject_Hash(*t->p) == -1)
+            return -1;
+        ++t;
+    }
+    return 0;
+}
+
+static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
+    return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str));
+}
+static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) {
+    Py_ssize_t ignore;
+    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
+}
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+#if !CYTHON_PEP393_ENABLED
+static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
+    char* defenc_c;
+    PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
+    if (!defenc) return NULL;
+    defenc_c = PyBytes_AS_STRING(defenc);
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+    {
+        char* end = defenc_c + PyBytes_GET_SIZE(defenc);
+        char* c;
+        for (c = defenc_c; c < end; c++) {
+            if ((unsigned char) (*c) >= 128) {
+                PyUnicode_AsASCIIString(o);
+                return NULL;
+            }
+        }
+    }
+#endif
+    *length = PyBytes_GET_SIZE(defenc);
+    return defenc_c;
+}
+#else
+static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
+    if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+    if (likely(PyUnicode_IS_ASCII(o))) {
+        *length = PyUnicode_GET_LENGTH(o);
+        return PyUnicode_AsUTF8(o);
+    } else {
+        PyUnicode_AsASCIIString(o);
+        return NULL;
+    }
+#else
+    return PyUnicode_AsUTF8AndSize(o, length);
+#endif
+}
+#endif
+#endif
+static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+    if (
+#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+            __Pyx_sys_getdefaultencoding_not_ascii &&
+#endif
+            PyUnicode_Check(o)) {
+        return __Pyx_PyUnicode_AsStringAndSize(o, length);
+    } else
+#endif
+#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
+    if (PyByteArray_Check(o)) {
+        *length = PyByteArray_GET_SIZE(o);
+        return PyByteArray_AS_STRING(o);
+    } else
+#endif
+    {
+        char* result;
+        int r = PyBytes_AsStringAndSize(o, &result, length);
+        if (unlikely(r < 0)) {
+            return NULL;
+        } else {
+            return result;
+        }
+    }
+}
+static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
+   int is_true = x == Py_True;
+   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
+   else return PyObject_IsTrue(x);
+}
+static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) {
+    int retval;
+    if (unlikely(!x)) return -1;
+    retval = __Pyx_PyObject_IsTrue(x);
+    Py_DECREF(x);
+    return retval;
+}
+static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) {
+#if PY_MAJOR_VERSION >= 3
+    if (PyLong_Check(result)) {
+        if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1,
+                "__int__ returned non-int (type %.200s).  "
+                "The ability to return an instance of a strict subclass of int "
+                "is deprecated, and may be removed in a future version of Python.",
+                Py_TYPE(result)->tp_name)) {
+            Py_DECREF(result);
+            return NULL;
+        }
+        return result;
+    }
+#endif
+    PyErr_Format(PyExc_TypeError,
+                 "__%.4s__ returned non-%.4s (type %.200s)",
+                 type_name, type_name, Py_TYPE(result)->tp_name);
+    Py_DECREF(result);
+    return NULL;
+}
+static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) {
+#if CYTHON_USE_TYPE_SLOTS
+  PyNumberMethods *m;
+#endif
+  const char *name = NULL;
+  PyObject *res = NULL;
+#if PY_MAJOR_VERSION < 3
+  if (likely(PyInt_Check(x) || PyLong_Check(x)))
+#else
+  if (likely(PyLong_Check(x)))
+#endif
+    return __Pyx_NewRef(x);
+#if CYTHON_USE_TYPE_SLOTS
+  m = Py_TYPE(x)->tp_as_number;
+  #if PY_MAJOR_VERSION < 3
+  if (m && m->nb_int) {
+    name = "int";
+    res = m->nb_int(x);
+  }
+  else if (m && m->nb_long) {
+    name = "long";
+    res = m->nb_long(x);
+  }
+  #else
+  if (likely(m && m->nb_int)) {
+    name = "int";
+    res = m->nb_int(x);
+  }
+  #endif
+#else
+  if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) {
+    res = PyNumber_Int(x);
+  }
+#endif
+  if (likely(res)) {
+#if PY_MAJOR_VERSION < 3
+    if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) {
+#else
+    if (unlikely(!PyLong_CheckExact(res))) {
+#endif
+        return __Pyx_PyNumber_IntOrLongWrongResultType(res, name);
+    }
+  }
+  else if (!PyErr_Occurred()) {
+    PyErr_SetString(PyExc_TypeError,
+                    "an integer is required");
+  }
+  return res;
+}
+static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
+  Py_ssize_t ival;
+  PyObject *x;
+#if PY_MAJOR_VERSION < 3
+  if (likely(PyInt_CheckExact(b))) {
+    if (sizeof(Py_ssize_t) >= sizeof(long))
+        return PyInt_AS_LONG(b);
+    else
+        return PyInt_AsSsize_t(b);
+  }
+#endif
+  if (likely(PyLong_CheckExact(b))) {
+    #if CYTHON_USE_PYLONG_INTERNALS
+    const digit* digits = ((PyLongObject*)b)->ob_digit;
+    const Py_ssize_t size = Py_SIZE(b);
+    if (likely(__Pyx_sst_abs(size) <= 1)) {
+        ival = likely(size) ? digits[0] : 0;
+        if (size == -1) ival = -ival;
+        return ival;
+    } else {
+      switch (size) {
+         case 2:
+           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
+             return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case -2:
+           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
+             return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case 3:
+           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
+             return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case -3:
+           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
+             return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case 4:
+           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
+             return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+         case -4:
+           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
+             return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+           }
+           break;
+      }
+    }
+    #endif
+    return PyLong_AsSsize_t(b);
+  }
+  x = PyNumber_Index(b);
+  if (!x) return -1;
+  ival = PyInt_AsSsize_t(x);
+  Py_DECREF(x);
+  return ival;
+}
+static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) {
+  if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) {
+    return (Py_hash_t) __Pyx_PyIndex_AsSsize_t(o);
+#if PY_MAJOR_VERSION < 3
+  } else if (likely(PyInt_CheckExact(o))) {
+    return PyInt_AS_LONG(o);
+#endif
+  } else {
+    Py_ssize_t ival;
+    PyObject *x;
+    x = PyNumber_Index(o);
+    if (!x) return -1;
+    ival = PyInt_AsLong(x);
+    Py_DECREF(x);
+    return ival;
+  }
+}
+static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) {
+  return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False);
+}
+static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
+    return PyInt_FromSize_t(ival);
+}
+
+
+#endif /* Py_PYTHON_H */
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_evaluator.pxd b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_evaluator.pxd
new file mode 100644
index 0000000..d8fb5f2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_evaluator.pxd
@@ -0,0 +1,131 @@
+from cpython.mem cimport PyMem_Malloc, PyMem_Free
+
+cdef extern from *:
+    ctypedef void PyObject
+    ctypedef struct PyCodeObject:
+        int co_argcount;		# arguments, except *args */
+        int co_kwonlyargcount;	# keyword only arguments */
+        int co_nlocals;		    # local variables */
+        int co_stacksize;		# entries needed for evaluation stack */
+        int co_flags;		    # CO_..., see below */
+        int co_firstlineno;     # first source line number */
+        PyObject *co_code;		# instruction opcodes */
+        PyObject *co_consts;	# list (constants used) */
+        PyObject *co_names;		# list of strings (names used) */
+        PyObject *co_varnames;	# tuple of strings (local variable names) */
+        PyObject *co_freevars;	# tuple of strings (free variable names) */
+        PyObject *co_cellvars;  # tuple of strings (cell variable names) */
+        unsigned char *co_cell2arg; # Maps cell vars which are arguments. */
+        PyObject *co_filename;	# unicode (where it was loaded from) */
+        PyObject *co_name;		# unicode (name, for reference) */
+        PyObject *co_lnotab;	# string (encoding addr<->lineno mapping) See
+                                # Objects/lnotab_notes.txt for details. */
+        void *co_zombieframe;   # for optimization only (see frameobject.c) */
+        PyObject *co_weakreflist;   # to support weakrefs to code objects */
+        void *co_extra;
+
+cdef extern from "frameobject.h":
+    ctypedef struct PyFrameObject:
+        PyFrameObject *f_back
+        PyCodeObject *f_code       # code segment
+        PyObject *f_builtins       # builtin symbol table (PyDictObject)
+        PyObject *f_globals        # global symbol table (PyDictObject) */
+        PyObject *f_locals         # local symbol table (any mapping) */
+        PyObject **f_valuestack   #
+        PyObject **f_stacktop
+        PyObject *f_trace         # Trace function */
+        PyObject *f_exc_type
+        PyObject *f_exc_value
+        PyObject *f_exc_traceback
+        PyObject *f_gen;
+
+        int f_lasti;                #/* Last instruction if called */
+        int f_lineno;               #/* Current line number */
+        int f_iblock;               #/* index in f_blockstack */
+        char f_executing;           #/* whether the frame is still executing */
+        PyObject *f_localsplus[1];
+
+cdef extern from "release_mem.h":
+    void release_co_extra(void *)
+
+cdef extern from "code.h":
+    ctypedef void freefunc(void *)
+    int _PyCode_GetExtra(PyObject *code, Py_ssize_t index, void **extra)
+    int _PyCode_SetExtra(PyObject *code, Py_ssize_t index, void *extra)
+    
+# TODO: Things are in a different place for Python 3.11.
+# cdef extern from "cpython/code.h":
+#     ctypedef void freefunc(void *)
+#     int _PyCode_GetExtra(PyObject *code, Py_ssize_t index, void **extra)
+#     int _PyCode_SetExtra(PyObject *code, Py_ssize_t index, void *extra)
+
+cdef extern from "Python.h":
+    void Py_INCREF(object o)
+    void Py_DECREF(object o)
+    object PyImport_ImportModule(char *name)
+    PyObject* PyObject_CallFunction(PyObject *callable, const char *format, ...)
+    object PyObject_GetAttrString(object o, char *attr_name)
+
+cdef extern from "pystate.h":
+    # ctypedef PyObject* _PyFrameEvalFunction(PyThreadState* tstate, PyFrameObject *frame, int exc)
+    # ctypedef PyObject* _PyFrameEvalFunction(PyFrameObject *frame, int exc)
+    ctypedef PyObject* _PyFrameEvalFunction(...)
+
+    ctypedef struct PyInterpreterState:
+        PyInterpreterState *next
+        PyInterpreterState *tstate_head
+
+        PyObject *modules
+
+        PyObject *modules_by_index
+        PyObject *sysdict
+        PyObject *builtins
+        PyObject *importlib
+
+        PyObject *codec_search_path
+        PyObject *codec_search_cache
+        PyObject *codec_error_registry
+        int codecs_initialized
+        int fscodec_initialized
+
+        int dlopenflags
+
+        PyObject *builtins_copy
+        PyObject *import_func
+        # Initialized to PyEval_EvalFrameDefault().
+        _PyFrameEvalFunction eval_frame
+
+    ctypedef struct PyThreadState:
+        PyThreadState *prev
+        PyThreadState *next
+        PyInterpreterState *interp
+        # ...
+
+    PyThreadState *PyThreadState_Get()
+
+cdef extern from "ceval.h":
+    '''
+#if PY_VERSION_HEX >= 0x03090000
+PyObject * noop(PyFrameObject *frame, int exc) {
+    return NULL;
+}
+#define CALL_EvalFrameDefault_38(a, b)    noop(a, b)
+#define CALL_EvalFrameDefault_39(a, b, c)    _PyEval_EvalFrameDefault(a, b, c)
+#else
+PyObject * noop(PyThreadState* tstate, PyFrameObject *frame, int exc) {
+    return NULL;
+}
+#define CALL_EvalFrameDefault_39(a, b, c)    noop(a, b, c)
+#define CALL_EvalFrameDefault_38(a, b)    _PyEval_EvalFrameDefault(a, b)
+#endif
+    '''
+
+    int _PyEval_RequestCodeExtraIndex(freefunc)
+    PyFrameObject *PyEval_GetFrame()
+    PyObject* PyEval_CallFunction(PyObject *callable, const char *format, ...)
+
+    # PyObject* _PyEval_EvalFrameDefault(PyThreadState* tstate, PyFrameObject *frame, int exc)
+    # PyObject* _PyEval_EvalFrameDefault(PyFrameObject *frame, int exc)
+    PyObject* _PyEval_EvalFrameDefault(...)
+    PyObject* CALL_EvalFrameDefault_38(PyFrameObject *frame, int exc)  # Actually a macro.
+    PyObject* CALL_EvalFrameDefault_39(PyThreadState* tstate, PyFrameObject *frame, int exc)  # Actually a macro.
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_evaluator.template.pyx b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_evaluator.template.pyx
new file mode 100644
index 0000000..1bbf9f8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_evaluator.template.pyx
@@ -0,0 +1,613 @@
+from __future__ import print_function
+from _pydev_bundle._pydev_saved_modules import threading, thread
+from _pydevd_bundle.pydevd_constants import GlobalDebuggerHolder
+import dis
+import sys
+from _pydevd_frame_eval.pydevd_frame_tracing import update_globals_dict, dummy_tracing_holder
+from _pydevd_frame_eval.pydevd_modify_bytecode import DebugHelper, insert_pydevd_breaks
+from pydevd_file_utils import get_abs_path_real_path_and_base_from_frame, NORM_PATHS_AND_BASE_CONTAINER
+from _pydevd_bundle.pydevd_trace_dispatch import fix_top_level_trace_and_get_trace_func
+
+from _pydevd_bundle.pydevd_additional_thread_info import _set_additional_thread_info_lock
+from _pydevd_bundle.pydevd_cython cimport PyDBAdditionalThreadInfo
+from pydevd_tracing import SetTrace
+
+_get_ident = threading.get_ident  # Note this is py3 only, if py2 needed to be supported, _get_ident would be needed.
+_thread_local_info = threading.local()
+_thread_active = threading._active
+
+def clear_thread_local_info():
+    global _thread_local_info
+    _thread_local_info = threading.local()
+
+
+cdef class ThreadInfo:
+
+    cdef public PyDBAdditionalThreadInfo additional_info
+    cdef public bint is_pydevd_thread
+    cdef public int inside_frame_eval
+    cdef public bint fully_initialized
+    cdef public object thread_trace_func
+    cdef bint _can_create_dummy_thread
+
+    # Note: whenever get_func_code_info is called, this value is reset (we're using
+    # it as a thread-local value info).
+    # If True the debugger should not go into trace mode even if the new
+    # code for a function is None and there are breakpoints.
+    cdef public bint force_stay_in_untraced_mode
+
+    cdef initialize(self, PyFrameObject * frame_obj):
+        # Places that create a ThreadInfo should verify that
+        # a current Python frame is being executed!
+        assert frame_obj != NULL
+
+        self.additional_info = None
+        self.is_pydevd_thread = False
+        self.inside_frame_eval = 0
+        self.fully_initialized = False
+        self.thread_trace_func = None
+
+        # Get the root (if it's not a Thread initialized from the threading
+        # module, create the dummy thread entry so that we can debug it --
+        # otherwise, we have to wait for the threading module itself to
+        # create the Thread entry).
+        while frame_obj.f_back != NULL:
+            frame_obj = frame_obj.f_back
+
+        basename = <str> frame_obj.f_code.co_filename
+        i = basename.rfind('/')
+        j = basename.rfind('\\')
+        if j > i:
+            i = j
+        if i >= 0:
+            basename = basename[i + 1:]
+        # remove ext
+        i = basename.rfind('.')
+        if i >= 0:
+            basename = basename[:i]
+
+        co_name = <str> frame_obj.f_code.co_name
+
+        # In these cases we cannot create a dummy thread (an actual
+        # thread will be created later or tracing will already be set).
+        if basename == 'threading' and co_name in ('__bootstrap', '_bootstrap', '__bootstrap_inner', '_bootstrap_inner'):
+            self._can_create_dummy_thread = False
+        elif basename == 'pydev_monkey' and co_name == '__call__':
+            self._can_create_dummy_thread = False
+        elif basename == 'pydevd' and co_name in ('run', 'main', '_exec'):
+            self._can_create_dummy_thread = False
+        elif basename == 'pydevd_tracing':
+            self._can_create_dummy_thread = False
+        else:
+            self._can_create_dummy_thread = True
+
+        # print('Can create dummy thread for thread started in: %s %s' % (basename, co_name))
+
+    cdef initialize_if_possible(self):
+        # Don't call threading.currentThread because if we're too early in the process
+        # we may create a dummy thread.
+        self.inside_frame_eval += 1
+
+        try:
+            thread_ident = _get_ident()
+            t = _thread_active.get(thread_ident)
+            if t is None:
+                if self._can_create_dummy_thread:
+                    # Initialize the dummy thread and set the tracing (both are needed to
+                    # actually stop on breakpoints).
+                    t = threading.current_thread()
+                    SetTrace(dummy_trace_dispatch)
+                else:
+                    return  # Cannot initialize until thread becomes active.
+
+            if getattr(t, 'is_pydev_daemon_thread', False):
+                self.is_pydevd_thread = True
+                self.fully_initialized = True
+            else:
+                try:
+                    additional_info = t.additional_info
+                    if additional_info is None:
+                        raise AttributeError()
+                except:
+                    with _set_additional_thread_info_lock:
+                        # If it's not there, set it within a lock to avoid any racing
+                        # conditions.
+                        additional_info = getattr(thread, 'additional_info', None)
+                        if additional_info is None:
+                            additional_info = PyDBAdditionalThreadInfo()
+                        t.additional_info = additional_info
+                self.additional_info = additional_info
+                self.fully_initialized = True
+        finally:
+            self.inside_frame_eval -= 1
+
+
+cdef class FuncCodeInfo:
+
+    cdef public str co_filename
+    cdef public str co_name
+    cdef public str canonical_normalized_filename
+    cdef bint always_skip_code
+    cdef public bint breakpoint_found
+    cdef public object new_code
+
+    # When breakpoints_mtime != PyDb.mtime the validity of breakpoints have
+    # to be re-evaluated (if invalid a new FuncCodeInfo must be created and
+    # tracing can't be disabled for the related frames).
+    cdef public int breakpoints_mtime
+
+    def __init__(self):
+        self.co_filename = ''
+        self.canonical_normalized_filename = ''
+        self.always_skip_code = False
+
+        # If breakpoints are found but new_code is None,
+        # this means we weren't able to actually add the code
+        # where needed, so, fallback to tracing.
+        self.breakpoint_found = False
+        self.new_code = None
+        self.breakpoints_mtime = -1
+
+
+def dummy_trace_dispatch(frame, str event, arg):
+    if event == 'call':
+        if frame.f_trace is not None:
+            return frame.f_trace(frame, event, arg)
+    return None
+
+
+def get_thread_info_py() -> ThreadInfo:
+    return get_thread_info(PyEval_GetFrame())
+
+
+cdef ThreadInfo get_thread_info(PyFrameObject * frame_obj):
+    '''
+    Provides thread-related info.
+
+    May return None if the thread is still not active.
+    '''
+    cdef ThreadInfo thread_info
+    try:
+        # Note: changing to a `dict[thread.ident] = thread_info` had almost no
+        # effect in the performance.
+        thread_info = _thread_local_info.thread_info
+    except:
+        if frame_obj == NULL:
+            return None
+        thread_info = ThreadInfo()
+        thread_info.initialize(frame_obj)
+        thread_info.inside_frame_eval += 1
+        try:
+            _thread_local_info.thread_info = thread_info
+
+            # Note: _code_extra_index is not actually thread-related,
+            # but this is a good point to initialize it.
+            global _code_extra_index
+            if _code_extra_index == -1:
+                _code_extra_index = <int> _PyEval_RequestCodeExtraIndex(release_co_extra)
+
+            thread_info.initialize_if_possible()
+        finally:
+            thread_info.inside_frame_eval -= 1
+
+    return thread_info
+
+
+def decref_py(obj):
+    '''
+    Helper to be called from Python.
+    '''
+    Py_DECREF(obj)
+
+
+def get_func_code_info_py(thread_info, frame, code_obj) -> FuncCodeInfo:
+    '''
+    Helper to be called from Python.
+    '''
+    return get_func_code_info(<ThreadInfo> thread_info, <PyFrameObject *> frame, <PyCodeObject *> code_obj)
+
+
+cdef int _code_extra_index = -1
+
+cdef FuncCodeInfo get_func_code_info(ThreadInfo thread_info, PyFrameObject * frame_obj, PyCodeObject * code_obj):
+    '''
+    Provides code-object related info.
+
+    Stores the gathered info in a cache in the code object itself. Note that
+    multiple threads can get the same info.
+
+    get_thread_info() *must* be called at least once before get_func_code_info()
+    to initialize _code_extra_index.
+
+    '''
+    # f_code = <object> code_obj
+    # DEBUG = f_code.co_filename.endswith('_debugger_case_multiprocessing.py')
+    # if DEBUG:
+    #     print('get_func_code_info', f_code.co_name, f_code.co_filename)
+
+    cdef object main_debugger = GlobalDebuggerHolder.global_dbg
+    thread_info.force_stay_in_untraced_mode = False  # This is an output value of the function.
+
+    cdef PyObject * extra
+    _PyCode_GetExtra(<PyObject *> code_obj, _code_extra_index, & extra)
+    if extra is not NULL:
+        extra_obj = <PyObject *> extra
+        if extra_obj is not NULL:
+            func_code_info_obj = <FuncCodeInfo> extra_obj
+            if func_code_info_obj.breakpoints_mtime == main_debugger.mtime:
+                # if DEBUG:
+                #     print('get_func_code_info: matched mtime', f_code.co_name, f_code.co_filename)
+
+                return func_code_info_obj
+
+    cdef str co_filename = <str> code_obj.co_filename
+    cdef str co_name = <str> code_obj.co_name
+    cdef dict cache_file_type
+    cdef tuple cache_file_type_key
+
+    func_code_info = FuncCodeInfo()
+    func_code_info.breakpoints_mtime = main_debugger.mtime
+
+    func_code_info.co_filename = co_filename
+    func_code_info.co_name = co_name
+
+    if not func_code_info.always_skip_code:
+        try:
+            abs_path_real_path_and_base = NORM_PATHS_AND_BASE_CONTAINER[co_filename]
+        except:
+            abs_path_real_path_and_base = get_abs_path_real_path_and_base_from_frame(<object>frame_obj)
+
+        func_code_info.canonical_normalized_filename = abs_path_real_path_and_base[1]
+
+        cache_file_type = main_debugger.get_cache_file_type()
+        # Note: this cache key must be the same from PyDB.get_file_type() -- see it for comments
+        # on the cache.
+        cache_file_type_key = (frame_obj.f_code.co_firstlineno, abs_path_real_path_and_base[0], <object>frame_obj.f_code)
+        try:
+            file_type = cache_file_type[cache_file_type_key]  # Make it faster
+        except:
+            file_type = main_debugger.get_file_type(<object>frame_obj, abs_path_real_path_and_base)  # we don't want to debug anything related to pydevd
+
+        if file_type is not None:
+            func_code_info.always_skip_code = True
+
+    if not func_code_info.always_skip_code:
+        if main_debugger is not None:
+
+            breakpoints: dict = main_debugger.breakpoints.get(func_code_info.canonical_normalized_filename)
+            function_breakpoint: object = main_debugger.function_breakpoint_name_to_breakpoint.get(func_code_info.co_name)
+            # print('\n---')
+            # print(main_debugger.breakpoints)
+            # print(func_code_info.canonical_normalized_filename)
+            # print(main_debugger.breakpoints.get(func_code_info.canonical_normalized_filename))
+            code_obj_py: object = <object> code_obj
+            cached_code_obj_info: object = _cache.get(code_obj_py)
+            if cached_code_obj_info:
+                # The cache is for new code objects, so, in this case it's already
+                # using the new code and we can't change it as this is a generator!
+                # There's still a catch though: even though we don't replace the code,
+                # we may not want to go into tracing mode (as would usually happen
+                # when the new_code is None).
+                func_code_info.new_code = None
+                breakpoint_found, thread_info.force_stay_in_untraced_mode = \
+                    cached_code_obj_info.compute_force_stay_in_untraced_mode(breakpoints)
+                func_code_info.breakpoint_found = breakpoint_found
+
+            elif function_breakpoint:
+                # Go directly into tracing mode
+                func_code_info.breakpoint_found = True
+                func_code_info.new_code = None
+                
+            elif breakpoints:
+                # if DEBUG:
+                #    print('found breakpoints', code_obj_py.co_name, breakpoints)
+
+                # Note: new_code can be None if unable to generate.
+                # It should automatically put the new code object in the cache.
+                breakpoint_found, func_code_info.new_code = generate_code_with_breakpoints(code_obj_py, breakpoints)
+                func_code_info.breakpoint_found = breakpoint_found
+
+    Py_INCREF(func_code_info)
+    _PyCode_SetExtra(<PyObject *> code_obj, _code_extra_index, <PyObject *> func_code_info)
+
+    return func_code_info
+
+
+cdef class _CodeLineInfo:
+
+    cdef public dict line_to_offset
+    cdef public int first_line
+    cdef public int last_line
+
+    def __init__(self, dict line_to_offset,  int first_line,  int last_line):
+        self.line_to_offset = line_to_offset
+        self.first_line = first_line
+        self.last_line = last_line
+
+
+# Note: this method has a version in pure-python too.
+def _get_code_line_info(code_obj):
+    line_to_offset: dict = {}
+    first_line: int = None
+    last_line: int = None
+
+    cdef int offset
+    cdef int line
+
+    for offset, line in dis.findlinestarts(code_obj):
+        line_to_offset[line] = offset
+
+    if line_to_offset:
+        first_line = min(line_to_offset)
+        last_line = max(line_to_offset)
+    return _CodeLineInfo(line_to_offset, first_line, last_line)
+
+
+# Note: this is a cache where the key is the code objects we create ourselves so that
+# we always return the same code object for generators.
+# (so, we don't have a cache from the old code to the new info -- that's actually
+# handled by the cython side in `FuncCodeInfo get_func_code_info` by providing the
+# same code info if the debugger mtime is still the same).
+_cache: dict = {}
+
+def get_cached_code_obj_info_py(code_obj_py):
+    '''
+    :return _CacheValue:
+    :note: on cython use _cache.get(code_obj_py) directly.
+    '''
+    return _cache.get(code_obj_py)
+
+
+cdef class _CacheValue(object):
+
+    cdef public object code_obj_py
+    cdef public _CodeLineInfo code_line_info
+    cdef public set breakpoints_hit_at_lines
+    cdef public set code_lines_as_set
+
+    def __init__(self, object code_obj_py, _CodeLineInfo code_line_info, set breakpoints_hit_at_lines):
+        '''
+        :param code_obj_py:
+        :param _CodeLineInfo code_line_info:
+        :param set[int] breakpoints_hit_at_lines:
+        '''
+        self.code_obj_py = code_obj_py
+        self.code_line_info = code_line_info
+        self.breakpoints_hit_at_lines = breakpoints_hit_at_lines
+        self.code_lines_as_set = set(code_line_info.line_to_offset)
+
+    cpdef compute_force_stay_in_untraced_mode(self, breakpoints):
+        '''
+        :param breakpoints:
+            set(breakpoint_lines) or dict(breakpoint_line->breakpoint info)
+        :return tuple(breakpoint_found, force_stay_in_untraced_mode)
+        '''
+        cdef bint force_stay_in_untraced_mode
+        cdef bint breakpoint_found
+        cdef set target_breakpoints
+
+        force_stay_in_untraced_mode = False
+
+        target_breakpoints = self.code_lines_as_set.intersection(breakpoints)
+        breakpoint_found = bool(target_breakpoints)
+
+        if not breakpoint_found:
+            force_stay_in_untraced_mode = True
+        else:
+            force_stay_in_untraced_mode = self.breakpoints_hit_at_lines.issuperset(set(breakpoints))
+
+        return breakpoint_found, force_stay_in_untraced_mode
+
+def generate_code_with_breakpoints_py(object code_obj_py, dict breakpoints):
+    return generate_code_with_breakpoints(code_obj_py, breakpoints)
+
+# DEBUG = True
+# debug_helper = DebugHelper()
+
+cdef generate_code_with_breakpoints(object code_obj_py, dict breakpoints):
+    '''
+    :param breakpoints:
+        dict where the keys are the breakpoint lines.
+    :return tuple(breakpoint_found, new_code)
+    '''
+    # The cache is needed for generator functions, because after each yield a new frame
+    # is created but the former code object is used (so, check if code_to_modify is
+    # already there and if not cache based on the new code generated).
+
+    cdef bint success
+    cdef int breakpoint_line
+    cdef bint breakpoint_found
+    cdef _CacheValue cache_value
+    cdef set breakpoints_hit_at_lines
+    cdef dict line_to_offset
+
+    assert code_obj_py not in _cache, 'If a code object is cached, that same code object must be reused.'
+
+#     if DEBUG:
+#         initial_code_obj_py = code_obj_py
+
+    code_line_info = _get_code_line_info(code_obj_py)
+
+    success = True
+
+    breakpoints_hit_at_lines = set()
+    line_to_offset = code_line_info.line_to_offset
+
+    for breakpoint_line in breakpoints:
+        if breakpoint_line in line_to_offset:
+            breakpoints_hit_at_lines.add(breakpoint_line)
+
+    if breakpoints_hit_at_lines:
+        success, new_code = insert_pydevd_breaks(
+            code_obj_py,
+            breakpoints_hit_at_lines,
+            code_line_info
+        )
+
+        if not success:
+            code_obj_py = None
+        else:
+            code_obj_py = new_code
+
+    breakpoint_found = bool(breakpoints_hit_at_lines)
+    if breakpoint_found and success:
+#         if DEBUG:
+#             op_number = debug_helper.write_dis(
+#                 'inserting code, breaks at: %s' % (list(breakpoints),),
+#                 initial_code_obj_py
+#             )
+#
+#             debug_helper.write_dis(
+#                 'after inserting code, breaks at: %s' % (list(breakpoints,)),
+#                 code_obj_py,
+#                 op_number=op_number,
+#             )
+
+        cache_value = _CacheValue(code_obj_py, code_line_info, breakpoints_hit_at_lines)
+        _cache[code_obj_py] = cache_value
+
+    return breakpoint_found, code_obj_py
+
+import sys
+
+cdef bint IS_PY_39_OWNARDS = sys.version_info[:2] >= (3, 9)
+
+def frame_eval_func():
+    cdef PyThreadState *state = PyThreadState_Get()
+    if IS_PY_39_OWNARDS:
+        state.interp.eval_frame = <_PyFrameEvalFunction *> get_bytecode_while_frame_eval_39
+    else:
+        state.interp.eval_frame = <_PyFrameEvalFunction *> get_bytecode_while_frame_eval_38
+    dummy_tracing_holder.set_trace_func(dummy_trace_dispatch)
+
+
+def stop_frame_eval():
+    cdef PyThreadState *state = PyThreadState_Get()
+    state.interp.eval_frame = _PyEval_EvalFrameDefault
+
+# During the build we'll generate 2 versions of the code below so that we're compatible with
+# Python 3.9, which receives a "PyThreadState* tstate" as the first parameter and Python 3.6-3.8
+# which doesn't.
+### TEMPLATE_START
+cdef PyObject * get_bytecode_while_frame_eval(PyFrameObject * frame_obj, int exc):
+    '''
+    This function makes the actual evaluation and changes the bytecode to a version
+    where programmatic breakpoints are added.
+    '''
+    if GlobalDebuggerHolder is None or _thread_local_info is None or exc:
+        # Sometimes during process shutdown these global variables become None
+        return CALL_EvalFrameDefault
+
+    # co_filename: str = <str>frame_obj.f_code.co_filename
+    # if co_filename.endswith('threading.py'):
+    #     return CALL_EvalFrameDefault
+
+    cdef ThreadInfo thread_info
+    cdef int STATE_SUSPEND = 2
+    cdef int CMD_STEP_INTO = 107
+    cdef int CMD_STEP_OVER = 108
+    cdef int CMD_STEP_OVER_MY_CODE = 159
+    cdef int CMD_STEP_INTO_MY_CODE = 144
+    cdef int CMD_STEP_INTO_COROUTINE = 206
+    cdef int CMD_SMART_STEP_INTO = 128
+    cdef bint can_skip = True
+    try:
+        thread_info = _thread_local_info.thread_info
+    except:
+        thread_info = get_thread_info(frame_obj)
+        if thread_info is None:
+            return CALL_EvalFrameDefault
+
+    if thread_info.inside_frame_eval:
+        return CALL_EvalFrameDefault
+
+    if not thread_info.fully_initialized:
+        thread_info.initialize_if_possible()
+        if not thread_info.fully_initialized:
+            return CALL_EvalFrameDefault
+
+    # Can only get additional_info when fully initialized.
+    cdef PyDBAdditionalThreadInfo additional_info = thread_info.additional_info
+    if thread_info.is_pydevd_thread or additional_info.is_tracing:
+        # Make sure that we don't trace pydevd threads or inside our own calls.
+        return CALL_EvalFrameDefault
+
+    # frame = <object> frame_obj
+    # DEBUG = frame.f_code.co_filename.endswith('_debugger_case_tracing.py')
+    # if DEBUG:
+    #     print('get_bytecode_while_frame_eval', frame.f_lineno, frame.f_code.co_name, frame.f_code.co_filename)
+
+    thread_info.inside_frame_eval += 1
+    additional_info.is_tracing = True
+    try:
+        main_debugger: object = GlobalDebuggerHolder.global_dbg
+        if main_debugger is None:
+            return CALL_EvalFrameDefault
+        frame = <object> frame_obj
+
+        if thread_info.thread_trace_func is None:
+            trace_func, apply_to_global = fix_top_level_trace_and_get_trace_func(main_debugger, frame)
+            if apply_to_global:
+                thread_info.thread_trace_func = trace_func
+
+        if additional_info.pydev_step_cmd in (CMD_STEP_INTO, CMD_STEP_INTO_MY_CODE, CMD_STEP_INTO_COROUTINE, CMD_SMART_STEP_INTO) or \
+                main_debugger.break_on_caught_exceptions or \
+                main_debugger.break_on_user_uncaught_exceptions or \
+                main_debugger.has_plugin_exception_breaks or \
+                main_debugger.signature_factory or \
+                additional_info.pydev_step_cmd in (CMD_STEP_OVER, CMD_STEP_OVER_MY_CODE) and main_debugger.show_return_values and frame.f_back is additional_info.pydev_step_stop:
+
+            # if DEBUG:
+            #     print('get_bytecode_while_frame_eval enabled trace')
+            if thread_info.thread_trace_func is not None:
+                frame.f_trace = thread_info.thread_trace_func
+            else:
+                frame.f_trace = <object> main_debugger.trace_dispatch
+        else:
+            func_code_info: FuncCodeInfo = get_func_code_info(thread_info, frame_obj, frame_obj.f_code)
+            # if DEBUG:
+            #     print('get_bytecode_while_frame_eval always skip', func_code_info.always_skip_code)
+            if not func_code_info.always_skip_code:
+
+                if main_debugger.has_plugin_line_breaks or main_debugger.has_plugin_exception_breaks:
+                    can_skip = main_debugger.plugin.can_skip(main_debugger, <object> frame_obj)
+
+                    if not can_skip:
+                        # if DEBUG:
+                        #     print('get_bytecode_while_frame_eval not can_skip')
+                        if thread_info.thread_trace_func is not None:
+                            frame.f_trace = thread_info.thread_trace_func
+                        else:
+                            frame.f_trace = <object> main_debugger.trace_dispatch
+
+                if can_skip and func_code_info.breakpoint_found:
+                    # if DEBUG:
+                    #     print('get_bytecode_while_frame_eval new_code', func_code_info.new_code)
+                    if not thread_info.force_stay_in_untraced_mode:
+                        # If breakpoints are found but new_code is None,
+                        # this means we weren't able to actually add the code
+                        # where needed, so, fallback to tracing.
+                        if func_code_info.new_code is None:
+                            if thread_info.thread_trace_func is not None:
+                                frame.f_trace = thread_info.thread_trace_func
+                            else:
+                                frame.f_trace = <object> main_debugger.trace_dispatch
+                        else:
+                            # print('Using frame eval break for', <object> frame_obj.f_code.co_name)
+                            update_globals_dict(<object> frame_obj.f_globals)
+                            Py_INCREF(func_code_info.new_code)
+                            old = <object> frame_obj.f_code
+                            frame_obj.f_code = <PyCodeObject *> func_code_info.new_code
+                            Py_DECREF(old)
+                    else:
+                        # When we're forcing to stay in traced mode we need to
+                        # update the globals dict (because this means that we're reusing
+                        # a previous code which had breakpoints added in a new frame).
+                        update_globals_dict(<object> frame_obj.f_globals)
+
+    finally:
+        thread_info.inside_frame_eval -= 1
+        additional_info.is_tracing = False
+
+    return CALL_EvalFrameDefault
+### TEMPLATE_END
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_tracing.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_tracing.py
new file mode 100644
index 0000000..7b34cd5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_frame_tracing.py
@@ -0,0 +1,122 @@
+import sys
+
+from _pydev_bundle import pydev_log
+from _pydev_bundle._pydev_saved_modules import threading
+from _pydevd_bundle.pydevd_comm import get_global_debugger
+from pydevd_file_utils import get_abs_path_real_path_and_base_from_frame, NORM_PATHS_AND_BASE_CONTAINER
+from _pydevd_bundle.pydevd_additional_thread_info import set_additional_thread_info
+
+
+class DummyTracingHolder:
+    dummy_trace_func = None
+
+    def set_trace_func(self, trace_func):
+        self.dummy_trace_func = trace_func
+
+
+dummy_tracing_holder = DummyTracingHolder()
+
+
+def update_globals_dict(globals_dict):
+    new_globals = {'_pydev_stop_at_break': _pydev_stop_at_break}
+    globals_dict.update(new_globals)
+
+
+def _get_line_for_frame(frame):
+    # it's absolutely necessary to reset tracing function for frame in order to get the real line number
+    tracing_func = frame.f_trace
+    frame.f_trace = None
+    line = frame.f_lineno
+    frame.f_trace = tracing_func
+    return line
+
+
+def _pydev_stop_at_break(line):
+    frame = sys._getframe(1)
+    # print('pydevd SET TRACING at ', line, 'curr line', frame.f_lineno)
+    t = threading.current_thread()
+    try:
+        additional_info = t.additional_info
+    except:
+        additional_info = set_additional_thread_info(t)
+
+    if additional_info.is_tracing:
+        return
+
+    additional_info.is_tracing += 1
+    try:
+        py_db = get_global_debugger()
+        if py_db is None:
+            return
+
+        pydev_log.debug("Setting f_trace due to frame eval mode in file: %s on line %s", frame.f_code.co_filename, line)
+        additional_info.trace_suspend_type = 'frame_eval'
+
+        pydevd_frame_eval_cython_wrapper = sys.modules['_pydevd_frame_eval.pydevd_frame_eval_cython_wrapper']
+        thread_info = pydevd_frame_eval_cython_wrapper.get_thread_info_py()
+        if thread_info.thread_trace_func is not None:
+            frame.f_trace = thread_info.thread_trace_func
+        else:
+            frame.f_trace = py_db.get_thread_local_trace_func()
+    finally:
+        additional_info.is_tracing -= 1
+
+
+def _pydev_needs_stop_at_break(line):
+    '''
+    We separate the functionality into 2 functions so that we can generate a bytecode which
+    generates a spurious line change so that we can do:
+
+    if _pydev_needs_stop_at_break():
+        # Set line to line -1
+        _pydev_stop_at_break()
+        # then, proceed to go to the current line
+        # (which will then trigger a line event).
+    '''
+    t = threading.current_thread()
+    try:
+        additional_info = t.additional_info
+    except:
+        additional_info = set_additional_thread_info(t)
+
+    if additional_info.is_tracing:
+        return False
+
+    additional_info.is_tracing += 1
+    try:
+        frame = sys._getframe(1)
+        # print('pydev needs stop at break?', line, 'curr line', frame.f_lineno, 'curr trace', frame.f_trace)
+        if frame.f_trace is not None:
+            # i.e.: this frame is already being traced, thus, we don't need to use programmatic breakpoints.
+            return False
+
+        py_db = get_global_debugger()
+        if py_db is None:
+            return False
+
+        try:
+            abs_path_real_path_and_base = NORM_PATHS_AND_BASE_CONTAINER[frame.f_code.co_filename]
+        except:
+            abs_path_real_path_and_base = get_abs_path_real_path_and_base_from_frame(frame)
+        canonical_normalized_filename = abs_path_real_path_and_base[1]
+
+        try:
+            python_breakpoint = py_db.breakpoints[canonical_normalized_filename][line]
+        except:
+            # print("Couldn't find breakpoint in the file %s on line %s" % (frame.f_code.co_filename, line))
+            # Could be KeyError if line is not there or TypeError if breakpoints_for_file is None.
+            # Note: using catch-all exception for performance reasons (if the user adds a breakpoint
+            # and then removes it after hitting it once, this method added for the programmatic
+            # breakpoint will keep on being called and one of those exceptions will always be raised
+            # here).
+            return False
+
+        if python_breakpoint:
+            # print('YES')
+            return True
+
+    finally:
+        additional_info.is_tracing -= 1
+
+    return False
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_modify_bytecode.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_modify_bytecode.py
new file mode 100644
index 0000000..7e76358
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/pydevd_modify_bytecode.py
@@ -0,0 +1,365 @@
+from collections import namedtuple
+import dis
+from functools import partial
+import itertools
+import os.path
+import sys
+
+from _pydevd_frame_eval.vendored import bytecode
+from _pydevd_frame_eval.vendored.bytecode.instr import Instr, Label
+from _pydev_bundle import pydev_log
+from _pydevd_frame_eval.pydevd_frame_tracing import _pydev_stop_at_break, _pydev_needs_stop_at_break
+
+DEBUG = False
+
+
+class DebugHelper(object):
+
+    def __init__(self):
+        self._debug_dir = os.path.join(os.path.dirname(__file__), 'debug_info')
+        try:
+            os.makedirs(self._debug_dir)
+        except:
+            pass
+        self._next = partial(next, itertools.count(0))
+
+    def _get_filename(self, op_number=None, prefix=''):
+        if op_number is None:
+            op_number = self._next()
+            name = '%03d_before.txt' % op_number
+        else:
+            name = '%03d_change.txt' % op_number
+
+        filename = os.path.join(self._debug_dir, prefix + name)
+        return filename, op_number
+
+    def write_bytecode(self, b, op_number=None, prefix=''):
+        filename, op_number = self._get_filename(op_number, prefix)
+        with open(filename, 'w') as stream:
+            bytecode.dump_bytecode(b, stream=stream, lineno=True)
+        return op_number
+
+    def write_dis(self, code_to_modify, op_number=None, prefix=''):
+        filename, op_number = self._get_filename(op_number, prefix)
+        with open(filename, 'w') as stream:
+            stream.write('-------- ')
+            stream.write('-------- ')
+            stream.write('id(code_to_modify): %s' % id(code_to_modify))
+            stream.write('\n\n')
+            dis.dis(code_to_modify, file=stream)
+        return op_number
+
+
+_CodeLineInfo = namedtuple('_CodeLineInfo', 'line_to_offset, first_line, last_line')
+
+
+# Note: this method has a version in cython too (that one is usually used, this is just for tests).
+def _get_code_line_info(code_obj):
+    line_to_offset = {}
+    first_line = None
+    last_line = None
+
+    for offset, line in dis.findlinestarts(code_obj):
+        line_to_offset[line] = offset
+
+    if line_to_offset:
+        first_line = min(line_to_offset)
+        last_line = max(line_to_offset)
+    return _CodeLineInfo(line_to_offset, first_line, last_line)
+
+
+if DEBUG:
+    debug_helper = DebugHelper()
+
+
+def get_instructions_to_add(
+        stop_at_line,
+        _pydev_stop_at_break=_pydev_stop_at_break,
+        _pydev_needs_stop_at_break=_pydev_needs_stop_at_break
+    ):
+    '''
+    This is the bytecode for something as:
+
+        if _pydev_needs_stop_at_break():
+            _pydev_stop_at_break()
+
+    but with some special handling for lines.
+    '''
+    # Good reference to how things work regarding line numbers and jumps:
+    # https://github.com/python/cpython/blob/3.6/Objects/lnotab_notes.txt
+
+    # Usually use a stop line -1, but if that'd be 0, using line +1 is ok too.
+    spurious_line = stop_at_line - 1
+    if spurious_line <= 0:
+        spurious_line = stop_at_line + 1
+
+    label = Label()
+    return [
+        # -- if _pydev_needs_stop_at_break():
+        Instr("LOAD_CONST", _pydev_needs_stop_at_break, lineno=stop_at_line),
+        Instr("LOAD_CONST", stop_at_line, lineno=stop_at_line),
+        Instr("CALL_FUNCTION", 1, lineno=stop_at_line),
+        Instr("POP_JUMP_IF_FALSE", label, lineno=stop_at_line),
+
+        #     -- _pydev_stop_at_break()
+        #
+        # Note that this has line numbers -1 so that when the NOP just below
+        # is executed we have a spurious line event.
+        Instr("LOAD_CONST", _pydev_stop_at_break, lineno=spurious_line),
+        Instr("LOAD_CONST", stop_at_line, lineno=spurious_line),
+        Instr("CALL_FUNCTION", 1, lineno=spurious_line),
+        Instr("POP_TOP", lineno=spurious_line),
+
+        # Reason for the NOP: Python will give us a 'line' trace event whenever we forward jump to
+        # the first instruction of a line, so, in the case where we haven't added a programmatic
+        # breakpoint (either because we didn't hit a breakpoint anymore or because it was already
+        # tracing), we don't want the spurious line event due to the line change, so, we make a jump
+        # to the instruction right after the NOP so that the spurious line event is NOT generated in
+        # this case (otherwise we'd have a line event even if the line didn't change).
+        Instr("NOP", lineno=stop_at_line),
+        label,
+    ]
+
+
+class _Node(object):
+
+    def __init__(self, data):
+        self.prev = None
+        self.next = None
+        self.data = data
+
+    def append(self, data):
+        node = _Node(data)
+
+        curr_next = self.next
+
+        node.next = self.next
+        node.prev = self
+        self.next = node
+
+        if curr_next is not None:
+            curr_next.prev = node
+
+        return node
+
+    def prepend(self, data):
+        node = _Node(data)
+
+        curr_prev = self.prev
+
+        node.prev = self.prev
+        node.next = self
+        self.prev = node
+
+        if curr_prev is not None:
+            curr_prev.next = node
+
+        return node
+
+
+class _HelperBytecodeList(object):
+    '''
+    A helper double-linked list to make the manipulation a bit easier (so that we don't need
+    to keep track of indices that change) and performant (because adding multiple items to
+    the middle of a regular list isn't ideal).
+    '''
+
+    def __init__(self, lst=None):
+        self._head = None
+        self._tail = None
+        if lst:
+            node = self
+            for item in lst:
+                node = node.append(item)
+
+    def append(self, data):
+        if self._tail is None:
+            node = _Node(data)
+            self._head = self._tail = node
+            return node
+        else:
+            node = self._tail = self.tail.append(data)
+            return node
+
+    @property
+    def head(self):
+        node = self._head
+        # Manipulating the node directly may make it unsynchronized.
+        while node.prev:
+            self._head = node = node.prev
+        return node
+
+    @property
+    def tail(self):
+        node = self._tail
+        # Manipulating the node directly may make it unsynchronized.
+        while node.next:
+            self._tail = node = node.next
+        return node
+
+    def __iter__(self):
+        node = self.head
+
+        while node:
+            yield node.data
+            node = node.next
+
+
+_PREDICT_TABLE = {
+    'LIST_APPEND': ('JUMP_ABSOLUTE',),
+    'SET_ADD': ('JUMP_ABSOLUTE',),
+    'GET_ANEXT': ('LOAD_CONST',),
+    'GET_AWAITABLE': ('LOAD_CONST',),
+    'DICT_MERGE': ('CALL_FUNCTION_EX',),
+    'MAP_ADD': ('JUMP_ABSOLUTE',),
+    'COMPARE_OP': ('POP_JUMP_IF_FALSE', 'POP_JUMP_IF_TRUE',),
+    'IS_OP': ('POP_JUMP_IF_FALSE', 'POP_JUMP_IF_TRUE',),
+    'CONTAINS_OP': ('POP_JUMP_IF_FALSE', 'POP_JUMP_IF_TRUE',),
+
+    # Note: there are some others with PREDICT on ceval, but they have more logic
+    # and it needs more experimentation to know how it behaves in the static generated
+    # code (and it's only an issue for us if there's actually a line change between
+    # those, so, we don't have to really handle all the cases, only the one where
+    # the line number actually changes from one instruction to the predicted one).
+}
+
+# 3.10 optimizations include copying code branches multiple times (for instance
+# if the body of a finally has a single assign statement it can copy the assign to the case
+# where an exception happens and doesn't happen for optimization purposes) and as such
+# we need to add the programmatic breakpoint multiple times.
+TRACK_MULTIPLE_BRANCHES = sys.version_info[:2] >= (3, 10)
+
+# When tracking multiple branches, we try to fix the bytecodes which would be PREDICTED in the
+# Python eval loop so that we don't have spurious line events that wouldn't usually be issued
+# in the tracing as they're ignored due to the eval prediction (even though they're in the bytecode).
+FIX_PREDICT = sys.version_info[:2] >= (3, 10)
+
+
+def insert_pydevd_breaks(
+        code_to_modify,
+        breakpoint_lines,
+        code_line_info=None,
+        _pydev_stop_at_break=_pydev_stop_at_break,
+        _pydev_needs_stop_at_break=_pydev_needs_stop_at_break,
+    ):
+    """
+    Inserts pydevd programmatic breaks into the code (at the given lines).
+
+    :param breakpoint_lines: set with the lines where we should add breakpoints.
+    :return: tuple(boolean flag whether insertion was successful, modified code).
+    """
+    if code_line_info is None:
+        code_line_info = _get_code_line_info(code_to_modify)
+
+    if not code_line_info.line_to_offset:
+        return False, code_to_modify
+
+    # Create a copy (and make sure we're dealing with a set).
+    breakpoint_lines = set(breakpoint_lines)
+
+    # Note that we can even generate breakpoints on the first line of code
+    # now, since we generate a spurious line event -- it may be a bit pointless
+    # as we'll stop in the first line and we don't currently stop the tracing after the
+    # user resumes, but in the future, if we do that, this would be a nice
+    # improvement.
+    # if code_to_modify.co_firstlineno in breakpoint_lines:
+    #     return False, code_to_modify
+
+    for line in breakpoint_lines:
+        if line <= 0:
+            # The first line is line 1, so, a break at line 0 is not valid.
+            pydev_log.info('Trying to add breakpoint in invalid line: %s', line)
+            return False, code_to_modify
+
+    try:
+        b = bytecode.Bytecode.from_code(code_to_modify)
+
+        if DEBUG:
+            op_number_bytecode = debug_helper.write_bytecode(b, prefix='bytecode.')
+
+        helper_list = _HelperBytecodeList(b)
+
+        modified_breakpoint_lines = breakpoint_lines.copy()
+
+        curr_node = helper_list.head
+        added_breaks_in_lines = set()
+        last_lineno = None
+        while curr_node is not None:
+            instruction = curr_node.data
+            instruction_lineno = getattr(instruction, 'lineno', None)
+            curr_name = getattr(instruction, 'name', None)
+
+            if FIX_PREDICT:
+                predict_targets = _PREDICT_TABLE.get(curr_name)
+                if predict_targets:
+                    # Odd case: the next instruction may have a line number but it doesn't really
+                    # appear in the tracing due to the PREDICT() in ceval, so, fix the bytecode so
+                    # that it does things the way that ceval actually interprets it.
+                    # See: https://mail.python.org/archives/list/python-dev@python.org/thread/CP2PTFCMTK57KM3M3DLJNWGO66R5RVPB/
+                    next_instruction = curr_node.next.data
+                    next_name = getattr(next_instruction, 'name', None)
+                    if next_name in predict_targets:
+                        next_instruction_lineno = getattr(next_instruction, 'lineno', None)
+                        if next_instruction_lineno:
+                            next_instruction.lineno = None
+
+            if instruction_lineno is not None:
+                if TRACK_MULTIPLE_BRANCHES:
+                    if last_lineno is None:
+                        last_lineno = instruction_lineno
+                    else:
+                        if last_lineno == instruction_lineno:
+                            # If the previous is a label, someone may jump into it, so, we need to add
+                            # the break even if it's in the same line.
+                            if curr_node.prev.data.__class__ != Label:
+                                # Skip adding this as the line is still the same.
+                                curr_node = curr_node.next
+                                continue
+                        last_lineno = instruction_lineno
+                else:
+                    if instruction_lineno in added_breaks_in_lines:
+                        curr_node = curr_node.next
+                        continue
+
+                if instruction_lineno in modified_breakpoint_lines:
+                    added_breaks_in_lines.add(instruction_lineno)
+                    if curr_node.prev is not None and curr_node.prev.data.__class__ == Label \
+                            and curr_name == 'POP_TOP':
+
+                        # If we have a SETUP_FINALLY where the target is a POP_TOP, we can't change
+                        # the target to be the breakpoint instruction (this can crash the interpreter).
+
+                        for new_instruction in get_instructions_to_add(
+                            instruction_lineno,
+                            _pydev_stop_at_break=_pydev_stop_at_break,
+                            _pydev_needs_stop_at_break=_pydev_needs_stop_at_break,
+                            ):
+                            curr_node = curr_node.append(new_instruction)
+
+                    else:
+                        for new_instruction in get_instructions_to_add(
+                            instruction_lineno,
+                            _pydev_stop_at_break=_pydev_stop_at_break,
+                            _pydev_needs_stop_at_break=_pydev_needs_stop_at_break,
+                            ):
+                            curr_node.prepend(new_instruction)
+
+            curr_node = curr_node.next
+
+        b[:] = helper_list
+
+        if DEBUG:
+            debug_helper.write_bytecode(b, op_number_bytecode, prefix='bytecode.')
+
+        new_code = b.to_code()
+
+    except:
+        pydev_log.exception('Error inserting pydevd breaks.')
+        return False, code_to_modify
+
+    if DEBUG:
+        op_number = debug_helper.write_dis(code_to_modify)
+        debug_helper.write_dis(new_code, op_number)
+
+    return True, new_code
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/release_mem.h b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/release_mem.h
new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/release_mem.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/31/b3/02/34941791c259f1453bc681f8e0cc2a1374115995f9582033ef30a3bba6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/README.txt b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/README.txt
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/README.txt
@@ -0,0 +1 @@
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\ No newline at end of file
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode-0.13.0.dev0.dist-info/COPYING b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode-0.13.0.dev0.dist-info/COPYING
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode-0.13.0.dev0.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode-0.13.0.dev0.dist-info/INSTALLER
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode-0.13.0.dev0.dist-info/INSTALLER
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode-0.13.0.dev0.dist-info/METADATA b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode-0.13.0.dev0.dist-info/METADATA
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode-0.13.0.dev0.dist-info/RECORD b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode-0.13.0.dev0.dist-info/RECORD
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@@ -0,0 +1 @@
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@@ -0,0 +1 @@
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+/home/runner/.cache/pip/pool/a3/14/79/2c7c98ecca7c02735de6007d512d44d872cfd7f8a428367d3b5c9b07d8
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+/home/runner/.cache/pip/pool/ac/39/52/b01f524c2820be5efda6fd6aeae294c449736adf7dcfcfca70e6dc6dbf
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1c/a1/40/83dea264a1230cca5a3f06b62ebc0445cb5d59409309c9efa3eb0a9c47
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode/tests/test_flags.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/bc/17/96/1811d632f278c8ded174928899266eae3bb2786433ee91e97810402832
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode/tests/test_instr.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode/tests/test_instr.py
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode/tests/test_instr.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/85/0e/84/caa49d76325e52fe2f85916b122cb5c71322aa9c83b822b4c5f29b81ff
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode/tests/test_misc.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode/tests/test_misc.py
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode/tests/test_misc.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cf/42/b9/3b5e929007fcd4896374394aba64bec7be874ab7f9b67346b6c4cbb885
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode/tests/test_peephole_opt.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode/tests/test_peephole_opt.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/af/af/b1/20f9111e14259d359792dd2c534a74af503cd048032a81494f11362760
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode/tests/util_annotation.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/bytecode/tests/util_annotation.py
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+/home/runner/.cache/pip/pool/c0/aa/ba/c8f5abce4365868965e58d746f7563b82928898560bdc22393ff23cdff
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/pydevd_fix_code.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/_pydevd_frame_eval/vendored/pydevd_fix_code.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d0/83/0d/a958946fd34ce603f0f4dbfd2946b2f7d5e42e85b84e7925ba9624743b
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_app_engine_debug_startup.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_app_engine_debug_startup.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fa/00/35/509f29458dd513c6d173b2615919b19516a743c406dfbdb83b98a878a0
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_coverage.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_coverage.py
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_coverage.py
@@ -0,0 +1,94 @@
+'''
+Entry point module to run code-coverage.
+'''
+
+
+def is_valid_py_file(path):
+    '''
+    Checks whether the file can be read by the coverage module. This is especially
+    needed for .pyx files and .py files with syntax errors.
+    '''
+    import os
+
+    is_valid = False
+    if os.path.isfile(path) and not os.path.splitext(path)[1] == '.pyx':
+        try:
+            with open(path, 'rb') as f:
+                compile(f.read(), path, 'exec')
+                is_valid = True
+        except:
+            pass
+    return is_valid
+
+
+def execute():
+    import os
+    import sys
+
+    files = None
+    if 'combine' not in sys.argv:
+
+        if '--pydev-analyze' in sys.argv:
+
+            # Ok, what we want here is having the files passed through stdin (because
+            # there may be too many files for passing in the command line -- we could
+            # just pass a dir and make the find files here, but as that's already
+            # given in the java side, let's just gather that info here).
+            sys.argv.remove('--pydev-analyze')
+            s = input()
+            s = s.replace('\r', '')
+            s = s.replace('\n', '')
+
+            files = []
+            invalid_files = []
+            for v in s.split('|'):
+                if is_valid_py_file(v):
+                    files.append(v)
+                else:
+                    invalid_files.append(v)
+            if invalid_files:
+                sys.stderr.write('Invalid files not passed to coverage: %s\n'
+                                 % ', '.join(invalid_files))
+
+            # Note that in this case we'll already be in the working dir with the coverage files,
+            # so, the coverage file location is not passed.
+
+        else:
+            # For all commands, the coverage file is configured in pydev, and passed as the first
+            # argument in the command line, so, let's make sure this gets to the coverage module.
+            os.environ['COVERAGE_FILE'] = sys.argv[1]
+            del sys.argv[1]
+
+    try:
+        import coverage  # @UnresolvedImport
+    except:
+        sys.stderr.write('Error: coverage module could not be imported\n')
+        sys.stderr.write('Please make sure that the coverage module '
+                         '(http://nedbatchelder.com/code/coverage/)\n')
+        sys.stderr.write('is properly installed in your interpreter: %s\n' % (sys.executable,))
+
+        import traceback;traceback.print_exc()
+        return
+
+    if hasattr(coverage, '__version__'):
+        version = tuple(map(int, coverage.__version__.split('.')[:2]))
+        if version < (4, 3):
+            sys.stderr.write('Error: minimum supported coverage version is 4.3.'
+                             '\nFound: %s\nLocation: %s\n'
+                             % ('.'.join(str(x) for x in version), coverage.__file__))
+            sys.exit(1)
+    else:
+        sys.stderr.write('Warning: Could not determine version of python module coverage.'
+                         '\nEnsure coverage version is >= 4.3\n')
+
+    from coverage.cmdline import main  # @UnresolvedImport
+
+    if files is not None:
+        sys.argv.append('xml')
+        sys.argv += files
+
+    main()
+
+
+if __name__ == '__main__':
+    execute()
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhook.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhook.py
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index 0000000..228e261
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhook.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1a/38/5f/302d30be1486b0329339310eb741a5e8595e692f35c949f80311889596
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookglut.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookglut.py
new file mode 100644
index 0000000..d65add9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookglut.py
@@ -0,0 +1,154 @@
+# coding: utf-8
+"""
+GLUT Inputhook support functions
+"""
+
+#-----------------------------------------------------------------------------
+#  Copyright (C) 2008-2011  The IPython Development Team
+#
+#  Distributed under the terms of the BSD License.  The full license is in
+#  the file COPYING, distributed as part of this software.
+#-----------------------------------------------------------------------------
+
+# GLUT is quite an old library and it is difficult to ensure proper
+# integration within IPython since original GLUT does not allow to handle
+# events one by one. Instead, it requires for the mainloop to be entered
+# and never returned (there is not even a function to exit he
+# mainloop). Fortunately, there are alternatives such as freeglut
+# (available for linux and windows) and the OSX implementation gives
+# access to a glutCheckLoop() function that blocks itself until a new
+# event is received. This means we have to setup the idle callback to
+# ensure we got at least one event that will unblock the function.
+#
+# Furthermore, it is not possible to install these handlers without a window
+# being first created. We choose to make this window invisible. This means that
+# display mode options are set at this level and user won't be able to change
+# them later without modifying the code. This should probably be made available
+# via IPython options system.
+
+#-----------------------------------------------------------------------------
+# Imports
+#-----------------------------------------------------------------------------
+import os
+import sys
+from _pydev_bundle._pydev_saved_modules import time
+import signal
+import OpenGL.GLUT as glut  # @UnresolvedImport
+import OpenGL.platform as platform  # @UnresolvedImport
+from timeit import default_timer as clock
+from pydev_ipython.inputhook import stdin_ready
+
+#-----------------------------------------------------------------------------
+# Constants
+#-----------------------------------------------------------------------------
+
+# Frame per second : 60
+# Should probably be an IPython option
+glut_fps = 60
+
+# Display mode : double buffeed + rgba + depth
+# Should probably be an IPython option
+glut_display_mode = (glut.GLUT_DOUBLE |
+                     glut.GLUT_RGBA |
+                     glut.GLUT_DEPTH)
+
+glutMainLoopEvent = None
+if sys.platform == 'darwin':
+    try:
+        glutCheckLoop = platform.createBaseFunction(
+            'glutCheckLoop', dll=platform.GLUT, resultType=None,
+            argTypes=[],
+            doc='glutCheckLoop(  ) -> None',
+            argNames=(),
+            )
+    except AttributeError:
+        raise RuntimeError(
+            '''Your glut implementation does not allow interactive sessions'''
+            '''Consider installing freeglut.''')
+    glutMainLoopEvent = glutCheckLoop
+elif glut.HAVE_FREEGLUT:
+    glutMainLoopEvent = glut.glutMainLoopEvent
+else:
+    raise RuntimeError(
+        '''Your glut implementation does not allow interactive sessions. '''
+        '''Consider installing freeglut.''')
+
+#-----------------------------------------------------------------------------
+# Callback functions
+#-----------------------------------------------------------------------------
+
+
+def glut_display():
+    # Dummy display function
+    pass
+
+
+def glut_idle():
+    # Dummy idle function
+    pass
+
+
+def glut_close():
+    # Close function only hides the current window
+    glut.glutHideWindow()
+    glutMainLoopEvent()
+
+
+def glut_int_handler(signum, frame):
+    # Catch sigint and print the defautl message
+    signal.signal(signal.SIGINT, signal.default_int_handler)
+    print('\nKeyboardInterrupt')
+    # Need to reprint the prompt at this stage
+
+
+#-----------------------------------------------------------------------------
+# Code
+#-----------------------------------------------------------------------------
+def inputhook_glut():
+    """Run the pyglet event loop by processing pending events only.
+
+    This keeps processing pending events until stdin is ready.  After
+    processing all pending events, a call to time.sleep is inserted.  This is
+    needed, otherwise, CPU usage is at 100%.  This sleep time should be tuned
+    though for best performance.
+    """
+    # We need to protect against a user pressing Control-C when IPython is
+    # idle and this is running. We trap KeyboardInterrupt and pass.
+
+    signal.signal(signal.SIGINT, glut_int_handler)
+
+    try:
+        t = clock()
+
+        # Make sure the default window is set after a window has been closed
+        if glut.glutGetWindow() == 0:
+            glut.glutSetWindow(1)
+            glutMainLoopEvent()
+            return 0
+
+        while not stdin_ready():
+            glutMainLoopEvent()
+            # We need to sleep at this point to keep the idle CPU load
+            # low.  However, if sleep to long, GUI response is poor.  As
+            # a compromise, we watch how often GUI events are being processed
+            # and switch between a short and long sleep time.  Here are some
+            # stats useful in helping to tune this.
+            # time    CPU load
+            # 0.001   13%
+            # 0.005   3%
+            # 0.01    1.5%
+            # 0.05    0.5%
+            used_time = clock() - t
+            if used_time > 10.0:
+                # print 'Sleep for 1 s'  # dbg
+                time.sleep(1.0)
+            elif used_time > 0.1:
+                # Few GUI events coming in, so we can sleep longer
+                # print 'Sleep for 0.05 s'  # dbg
+                time.sleep(0.05)
+            else:
+                # Many GUI events coming in, so sleep only very little
+                time.sleep(0.001)
+    except KeyboardInterrupt:
+        pass
+    return 0
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookgtk.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookgtk.py
new file mode 120000
index 0000000..532282e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookgtk.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2c/32/e0/d2d0d76e6bfe62838345e40ab4ebb901adc4081afd1d468d255d54624d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookgtk3.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookgtk3.py
new file mode 120000
index 0000000..b30fd20
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookgtk3.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/4a/1d/fc/db1af6e73b4a0107c2841366e03f8d0b952863e1e8d0b4c88f78b85a2f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookpyglet.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookpyglet.py
new file mode 100644
index 0000000..5529307
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookpyglet.py
@@ -0,0 +1,92 @@
+# encoding: utf-8
+"""
+Enable pyglet to be used interacive by setting PyOS_InputHook.
+
+Authors
+-------
+
+* Nicolas P. Rougier
+* Fernando Perez
+"""
+
+#-----------------------------------------------------------------------------
+#  Copyright (C) 2008-2011  The IPython Development Team
+#
+#  Distributed under the terms of the BSD License.  The full license is in
+#  the file COPYING, distributed as part of this software.
+#-----------------------------------------------------------------------------
+
+#-----------------------------------------------------------------------------
+# Imports
+#-----------------------------------------------------------------------------
+
+import os
+import sys
+from _pydev_bundle._pydev_saved_modules import time
+from timeit import default_timer as clock
+import pyglet  # @UnresolvedImport
+from pydev_ipython.inputhook import stdin_ready
+
+
+# On linux only, window.flip() has a bug that causes an AttributeError on
+# window close.  For details, see:
+# http://groups.google.com/group/pyglet-users/browse_thread/thread/47c1aab9aa4a3d23/c22f9e819826799e?#c22f9e819826799e
+
+if sys.platform.startswith('linux'):
+    def flip(window):
+        try:
+            window.flip()
+        except AttributeError:
+            pass
+else:
+    def flip(window):
+        window.flip()
+
+#-----------------------------------------------------------------------------
+# Code
+#-----------------------------------------------------------------------------
+
+def inputhook_pyglet():
+    """Run the pyglet event loop by processing pending events only.
+
+    This keeps processing pending events until stdin is ready.  After
+    processing all pending events, a call to time.sleep is inserted.  This is
+    needed, otherwise, CPU usage is at 100%.  This sleep time should be tuned
+    though for best performance.
+    """
+    # We need to protect against a user pressing Control-C when IPython is
+    # idle and this is running. We trap KeyboardInterrupt and pass.
+    try:
+        t = clock()
+        while not stdin_ready():
+            pyglet.clock.tick()
+            for window in pyglet.app.windows:
+                window.switch_to()
+                window.dispatch_events()
+                window.dispatch_event('on_draw')
+                flip(window)
+
+            # We need to sleep at this point to keep the idle CPU load
+            # low.  However, if sleep to long, GUI response is poor.  As
+            # a compromise, we watch how often GUI events are being processed
+            # and switch between a short and long sleep time.  Here are some
+            # stats useful in helping to tune this.
+            # time    CPU load
+            # 0.001   13%
+            # 0.005   3%
+            # 0.01    1.5%
+            # 0.05    0.5%
+            used_time = clock() - t
+            if used_time > 10.0:
+                # print 'Sleep for 1 s'  # dbg
+                time.sleep(1.0)
+            elif used_time > 0.1:
+                # Few GUI events coming in, so we can sleep longer
+                # print 'Sleep for 0.05 s'  # dbg
+                time.sleep(0.05)
+            else:
+                # Many GUI events coming in, so sleep only very little
+                time.sleep(0.001)
+    except KeyboardInterrupt:
+        pass
+    return 0
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookqt4.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookqt4.py
new file mode 120000
index 0000000..cf390ef
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookqt4.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0c/a3/a8/6c4bc7e9b22492f385e7cd558fead05d649453a7fb70473d7f35ebdff8
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookqt5.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookqt5.py
new file mode 120000
index 0000000..9b10b79
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookqt5.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f3/6a/7a/98b32b69d580cb31e1f5f6876ff7902518a0220696ef85916cd2daa057
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhooktk.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhooktk.py
new file mode 120000
index 0000000..21499d7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhooktk.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6d/6e/e1/2d5bf624eb8fd344d27aa230f4edca28d547b410691396c70125be6d2a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookwx.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookwx.py
new file mode 100644
index 0000000..c2e4b91
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/inputhookwx.py
@@ -0,0 +1,169 @@
+# encoding: utf-8
+"""
+Enable wxPython to be used interacive by setting PyOS_InputHook.
+
+Authors:  Robin Dunn, Brian Granger, Ondrej Certik
+"""
+
+#-----------------------------------------------------------------------------
+#  Copyright (C) 2008-2011  The IPython Development Team
+#
+#  Distributed under the terms of the BSD License.  The full license is in
+#  the file COPYING, distributed as part of this software.
+#-----------------------------------------------------------------------------
+
+#-----------------------------------------------------------------------------
+# Imports
+#-----------------------------------------------------------------------------
+
+import sys
+import signal
+from _pydev_bundle._pydev_saved_modules import time
+from timeit import default_timer as clock
+import wx
+
+from pydev_ipython.inputhook import stdin_ready
+
+
+#-----------------------------------------------------------------------------
+# Code
+#-----------------------------------------------------------------------------
+
+def inputhook_wx1():
+    """Run the wx event loop by processing pending events only.
+
+    This approach seems to work, but its performance is not great as it
+    relies on having PyOS_InputHook called regularly.
+    """
+    try:
+        app = wx.GetApp()  # @UndefinedVariable
+        if app is not None:
+            assert wx.Thread_IsMain()  # @UndefinedVariable
+
+            # Make a temporary event loop and process system events until
+            # there are no more waiting, then allow idle events (which
+            # will also deal with pending or posted wx events.)
+            evtloop = wx.EventLoop()  # @UndefinedVariable
+            ea = wx.EventLoopActivator(evtloop)  # @UndefinedVariable
+            while evtloop.Pending():
+                evtloop.Dispatch()
+            app.ProcessIdle()
+            del ea
+    except KeyboardInterrupt:
+        pass
+    return 0
+
+class EventLoopTimer(wx.Timer):  # @UndefinedVariable
+
+    def __init__(self, func):
+        self.func = func
+        wx.Timer.__init__(self)  # @UndefinedVariable
+
+    def Notify(self):
+        self.func()
+
+class EventLoopRunner(object):
+
+    def Run(self, time):
+        self.evtloop = wx.EventLoop()  # @UndefinedVariable
+        self.timer = EventLoopTimer(self.check_stdin)
+        self.timer.Start(time)
+        self.evtloop.Run()
+
+    def check_stdin(self):
+        if stdin_ready():
+            self.timer.Stop()
+            self.evtloop.Exit()
+
+def inputhook_wx2():
+    """Run the wx event loop, polling for stdin.
+
+    This version runs the wx eventloop for an undetermined amount of time,
+    during which it periodically checks to see if anything is ready on
+    stdin.  If anything is ready on stdin, the event loop exits.
+
+    The argument to elr.Run controls how often the event loop looks at stdin.
+    This determines the responsiveness at the keyboard.  A setting of 1000
+    enables a user to type at most 1 char per second.  I have found that a
+    setting of 10 gives good keyboard response.  We can shorten it further,
+    but eventually performance would suffer from calling select/kbhit too
+    often.
+    """
+    try:
+        app = wx.GetApp()  # @UndefinedVariable
+        if app is not None:
+            assert wx.Thread_IsMain()  # @UndefinedVariable
+            elr = EventLoopRunner()
+            # As this time is made shorter, keyboard response improves, but idle
+            # CPU load goes up.  10 ms seems like a good compromise.
+            elr.Run(time=10)  # CHANGE time here to control polling interval
+    except KeyboardInterrupt:
+        pass
+    return 0
+
+def inputhook_wx3():
+    """Run the wx event loop by processing pending events only.
+
+    This is like inputhook_wx1, but it keeps processing pending events
+    until stdin is ready.  After processing all pending events, a call to
+    time.sleep is inserted.  This is needed, otherwise, CPU usage is at 100%.
+    This sleep time should be tuned though for best performance.
+    """
+    # We need to protect against a user pressing Control-C when IPython is
+    # idle and this is running. We trap KeyboardInterrupt and pass.
+    try:
+        app = wx.GetApp()  # @UndefinedVariable
+        if app is not None:
+            if hasattr(wx, 'IsMainThread'):
+                assert wx.IsMainThread()  # @UndefinedVariable
+            else:
+                assert wx.Thread_IsMain()  # @UndefinedVariable
+
+            # The import of wx on Linux sets the handler for signal.SIGINT
+            # to 0.  This is a bug in wx or gtk.  We fix by just setting it
+            # back to the Python default.
+            if not callable(signal.getsignal(signal.SIGINT)):
+                signal.signal(signal.SIGINT, signal.default_int_handler)
+
+            evtloop = wx.EventLoop()  # @UndefinedVariable
+            ea = wx.EventLoopActivator(evtloop)  # @UndefinedVariable
+            t = clock()
+            while not stdin_ready():
+                while evtloop.Pending():
+                    t = clock()
+                    evtloop.Dispatch()
+                app.ProcessIdle()
+                # We need to sleep at this point to keep the idle CPU load
+                # low.  However, if sleep to long, GUI response is poor.  As
+                # a compromise, we watch how often GUI events are being processed
+                # and switch between a short and long sleep time.  Here are some
+                # stats useful in helping to tune this.
+                # time    CPU load
+                # 0.001   13%
+                # 0.005   3%
+                # 0.01    1.5%
+                # 0.05    0.5%
+                used_time = clock() - t
+                if used_time > 10.0:
+                    # print 'Sleep for 1 s'  # dbg
+                    time.sleep(1.0)
+                elif used_time > 0.1:
+                    # Few GUI events coming in, so we can sleep longer
+                    # print 'Sleep for 0.05 s'  # dbg
+                    time.sleep(0.05)
+                else:
+                    # Many GUI events coming in, so sleep only very little
+                    time.sleep(0.001)
+            del ea
+    except KeyboardInterrupt:
+        pass
+    return 0
+
+if sys.platform == 'darwin':
+    # On OSX, evtloop.Pending() always returns True, regardless of there being
+    # any events pending. As such we can't use implementations 1 or 3 of the
+    # inputhook as those depend on a pending/dispatch loop.
+    inputhook_wx = inputhook_wx2
+else:
+    # This is our default implementation
+    inputhook_wx = inputhook_wx3
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/matplotlibtools.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/matplotlibtools.py
new file mode 120000
index 0000000..508c68e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/matplotlibtools.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6d/94/88/618d3d0a7cbdebe369c4e75b994d25b9e3446827c88493fcec3f9d6c57
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/qt.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/qt.py
new file mode 120000
index 0000000..50e4b0b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/qt.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2d/ec/be/ec7fc59f8d336ba9492a67a40beaf4b8e4de3a09c7e85206501686a8ff
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/qt_for_kernel.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/qt_for_kernel.py
new file mode 120000
index 0000000..300120b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/qt_for_kernel.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1c/5e/bc/5a55d1d3c5bafb80770e3b85fb901b34430babe357215b1ca125131057
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/qt_loaders.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/qt_loaders.py
new file mode 120000
index 0000000..deabd19
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/qt_loaders.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/67/1c/96/3c67c2b5d61b1abb49e3d064016bbb0845bac37f158d29e8784cef5a33
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/version.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/version.py
new file mode 120000
index 0000000..7aac396
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_ipython/version.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/94/b0/52/47c9ad945d5e0b3c3039e8e58dc840c9f4b2d28a43f1bd30fd08d1f7b4
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_pysrc.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_pysrc.py
new file mode 120000
index 0000000..a1d09dd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_pysrc.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2c/ab/70/4320d862bcb79612fb61a96099e860583f36f8d0e9a906188b56d3623f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_run_in_console.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_run_in_console.py
new file mode 100644
index 0000000..a87a0e4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_run_in_console.py
@@ -0,0 +1,153 @@
+'''
+Entry point module to run a file in the interactive console.
+'''
+import os
+import sys
+import traceback
+from pydevconsole import InterpreterInterface, process_exec_queue, start_console_server, init_mpl_in_console
+from _pydev_bundle._pydev_saved_modules import threading, _queue
+
+from _pydev_bundle import pydev_imports
+from _pydevd_bundle.pydevd_utils import save_main_module
+from _pydev_bundle.pydev_console_utils import StdIn
+from pydevd_file_utils import get_fullname
+
+
+def run_file(file, globals=None, locals=None, is_module=False):
+    module_name = None
+    entry_point_fn = None
+    if is_module:
+        file, _, entry_point_fn = file.partition(':')
+        module_name = file
+        filename = get_fullname(file)
+        if filename is None:
+            sys.stderr.write("No module named %s\n" % file)
+            return
+        else:
+            file = filename
+
+    if os.path.isdir(file):
+        new_target = os.path.join(file, '__main__.py')
+        if os.path.isfile(new_target):
+            file = new_target
+
+    if globals is None:
+        m = save_main_module(file, 'pydev_run_in_console')
+
+        globals = m.__dict__
+        try:
+            globals['__builtins__'] = __builtins__
+        except NameError:
+            pass  # Not there on Jython...
+
+    if locals is None:
+        locals = globals
+
+    if not is_module:
+        sys.path.insert(0, os.path.split(file)[0])
+
+    print('Running %s' % file)
+    try:
+        if not is_module:
+            pydev_imports.execfile(file, globals, locals)  # execute the script
+        else:
+            # treat ':' as a seperator between module and entry point function
+            # if there is no entry point we run we same as with -m switch. Otherwise we perform
+            # an import and execute the entry point
+            if entry_point_fn:
+                mod = __import__(module_name, level=0, fromlist=[entry_point_fn], globals=globals, locals=locals)
+                func = getattr(mod, entry_point_fn)
+                func()
+            else:
+                # Run with the -m switch
+                from _pydevd_bundle import pydevd_runpy
+                pydevd_runpy._run_module_as_main(module_name)
+    except:
+        traceback.print_exc()
+
+    return globals
+
+
+def skip_successful_exit(*args):
+    """ System exit in file shouldn't kill interpreter (i.e. in `timeit`)"""
+    if len(args) == 1 and args[0] in (0, None):
+        pass
+    else:
+        raise SystemExit(*args)
+
+
+def process_args(argv):
+    setup_args = {'file': '', 'module': False}
+
+    setup_args['port'] = argv[1]
+    del argv[1]
+    setup_args['client_port'] = argv[1]
+    del argv[1]
+
+    module_flag = "--module"
+    if module_flag in argv:
+        i = argv.index(module_flag)
+        if i != -1:
+            setup_args['module'] = True
+            setup_args['file'] = argv[i + 1]
+            del sys.argv[i]
+    else:
+        setup_args['file'] = argv[1]
+
+    del argv[0]
+
+    return setup_args
+
+
+#=======================================================================================================================
+# main
+#=======================================================================================================================
+if __name__ == '__main__':
+    setup = process_args(sys.argv)
+
+    port = setup['port']
+    client_port = setup['client_port']
+    file = setup['file']
+    is_module = setup['module']
+
+    from _pydev_bundle import pydev_localhost
+
+    if int(port) == 0 and int(client_port) == 0:
+        (h, p) = pydev_localhost.get_socket_name()
+        client_port = p
+
+    host = pydev_localhost.get_localhost()
+
+    # replace exit (see comments on method)
+    # note that this does not work in jython!!! (sys method can't be replaced).
+    sys.exit = skip_successful_exit
+
+    connect_status_queue = _queue.Queue()
+    interpreter = InterpreterInterface(host, int(client_port), threading.current_thread(), connect_status_queue=connect_status_queue)
+
+    server_thread = threading.Thread(target=start_console_server,
+                                     name='ServerThread',
+                                     args=(host, int(port), interpreter))
+    server_thread.daemon = True
+    server_thread.start()
+
+    sys.stdin = StdIn(interpreter, host, client_port, sys.stdin)
+
+    init_mpl_in_console(interpreter)
+
+    try:
+        success = connect_status_queue.get(True, 60)
+        if not success:
+            raise ValueError()
+    except:
+        sys.stderr.write("Console server didn't start\n")
+        sys.stderr.flush()
+        sys.exit(1)
+
+    globals = run_file(file, None, None, is_module)
+
+    interpreter.get_namespace().update(globals)
+
+    interpreter.ShowConsole()
+
+    process_exec_queue(interpreter)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_sitecustomize/__not_in_default_pythonpath.txt b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_sitecustomize/__not_in_default_pythonpath.txt
new file mode 120000
index 0000000..47dde04
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_sitecustomize/__not_in_default_pythonpath.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/86/79/13/02ec52156fd38a5830d01b754552eb7c6444de16230264cf9b593eb1cf
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_sitecustomize/__pycache__/sitecustomize.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_sitecustomize/__pycache__/sitecustomize.cpython-38.pyc
new file mode 100644
index 0000000..67319eb
Binary files /dev/null and b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_sitecustomize/__pycache__/sitecustomize.cpython-38.pyc differ
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_sitecustomize/sitecustomize.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_sitecustomize/sitecustomize.py
new file mode 120000
index 0000000..af63398
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydev_sitecustomize/sitecustomize.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/90/71/55/0882d09e0b5b353822693bb489c58387b851cea2293250127942c8f16a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevconsole.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevconsole.py
new file mode 100644
index 0000000..6b13788
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevconsole.py
@@ -0,0 +1,603 @@
+'''
+Entry point module to start the interactive console.
+'''
+from _pydev_bundle._pydev_saved_modules import thread, _code
+from _pydevd_bundle.pydevd_constants import IS_JYTHON
+start_new_thread = thread.start_new_thread
+
+from _pydevd_bundle.pydevconsole_code import InteractiveConsole
+
+compile_command = _code.compile_command
+InteractiveInterpreter = _code.InteractiveInterpreter
+
+import os
+import sys
+
+from _pydev_bundle._pydev_saved_modules import threading
+from _pydevd_bundle.pydevd_constants import INTERACTIVE_MODE_AVAILABLE
+
+import traceback
+from _pydev_bundle import pydev_log
+
+from _pydevd_bundle import pydevd_save_locals
+
+from _pydev_bundle.pydev_imports import Exec, _queue
+
+import builtins as __builtin__
+
+from _pydev_bundle.pydev_console_utils import BaseInterpreterInterface, BaseStdIn  # @UnusedImport
+from _pydev_bundle.pydev_console_utils import CodeFragment
+
+
+class Command:
+
+    def __init__(self, interpreter, code_fragment):
+        """
+        :type code_fragment: CodeFragment
+        :type interpreter: InteractiveConsole
+        """
+        self.interpreter = interpreter
+        self.code_fragment = code_fragment
+        self.more = None
+
+    def symbol_for_fragment(code_fragment):
+        if code_fragment.is_single_line:
+            symbol = 'single'
+        else:
+            if IS_JYTHON:
+                symbol = 'single'  # Jython doesn't support exec
+            else:
+                symbol = 'exec'
+        return symbol
+
+    symbol_for_fragment = staticmethod(symbol_for_fragment)
+
+    def run(self):
+        text = self.code_fragment.text
+        symbol = self.symbol_for_fragment(self.code_fragment)
+
+        self.more = self.interpreter.runsource(text, '<input>', symbol)
+
+
+try:
+    from _pydev_bundle.pydev_imports import execfile
+
+    __builtin__.execfile = execfile
+except:
+    pass
+
+# Pull in runfile, the interface to UMD that wraps execfile
+from _pydev_bundle.pydev_umd import runfile, _set_globals_function
+if sys.version_info[0] >= 3:
+    __builtin__.runfile = runfile
+else:
+    __builtin__.runfile = runfile
+
+
+#=======================================================================================================================
+# InterpreterInterface
+#=======================================================================================================================
+class InterpreterInterface(BaseInterpreterInterface):
+    '''
+        The methods in this class should be registered in the xml-rpc server.
+    '''
+
+    def __init__(self, host, client_port, mainThread, connect_status_queue=None):
+        BaseInterpreterInterface.__init__(self, mainThread, connect_status_queue)
+        self.client_port = client_port
+        self.host = host
+        self.namespace = {}
+        self.interpreter = InteractiveConsole(self.namespace)
+        self._input_error_printed = False
+
+    def do_add_exec(self, codeFragment):
+        command = Command(self.interpreter, codeFragment)
+        command.run()
+        return command.more
+
+    def get_namespace(self):
+        return self.namespace
+
+    def getCompletions(self, text, act_tok):
+        try:
+            from _pydev_bundle._pydev_completer import Completer
+
+            completer = Completer(self.namespace, None)
+            return completer.complete(act_tok)
+        except:
+            pydev_log.exception()
+            return []
+
+    def close(self):
+        sys.exit(0)
+
+    def get_greeting_msg(self):
+        return 'PyDev console: starting.\n'
+
+
+class _ProcessExecQueueHelper:
+    _debug_hook = None
+    _return_control_osc = False
+
+
+def set_debug_hook(debug_hook):
+    _ProcessExecQueueHelper._debug_hook = debug_hook
+
+
+def activate_mpl_if_already_imported(interpreter):
+    if interpreter.mpl_modules_for_patching:
+        for module in list(interpreter.mpl_modules_for_patching):
+            if module in sys.modules:
+                activate_function = interpreter.mpl_modules_for_patching.pop(module)
+                activate_function()
+
+
+def init_set_return_control_back(interpreter):
+    from pydev_ipython.inputhook import set_return_control_callback
+
+    def return_control():
+        ''' A function that the inputhooks can call (via inputhook.stdin_ready()) to find
+            out if they should cede control and return '''
+        if _ProcessExecQueueHelper._debug_hook:
+            # Some of the input hooks check return control without doing
+            # a single operation, so we don't return True on every
+            # call when the debug hook is in place to allow the GUI to run
+            # XXX: Eventually the inputhook code will have diverged enough
+            # from the IPython source that it will be worthwhile rewriting
+            # it rather than pretending to maintain the old API
+            _ProcessExecQueueHelper._return_control_osc = not _ProcessExecQueueHelper._return_control_osc
+            if _ProcessExecQueueHelper._return_control_osc:
+                return True
+
+        if not interpreter.exec_queue.empty():
+            return True
+        return False
+
+    set_return_control_callback(return_control)
+
+
+def init_mpl_in_console(interpreter):
+    init_set_return_control_back(interpreter)
+
+    if not INTERACTIVE_MODE_AVAILABLE:
+        return
+
+    activate_mpl_if_already_imported(interpreter)
+    from _pydev_bundle.pydev_import_hook import import_hook_manager
+    for mod in list(interpreter.mpl_modules_for_patching):
+        import_hook_manager.add_module_name(mod, interpreter.mpl_modules_for_patching.pop(mod))
+
+
+if sys.platform != 'win32':
+
+    if not hasattr(os, 'kill'):  # Jython may not have it.
+
+        def pid_exists(pid):
+            return True
+
+    else:
+
+        def pid_exists(pid):
+            # Note that this function in the face of errors will conservatively consider that
+            # the pid is still running (because we'll exit the current process when it's
+            # no longer running, so, we need to be 100% sure it actually exited).
+
+            import errno
+            if pid == 0:
+                # According to "man 2 kill" PID 0 has a special meaning:
+                # it refers to <<every process in the process group of the
+                # calling process>> so we don't want to go any further.
+                # If we get here it means this UNIX platform *does* have
+                # a process with id 0.
+                return True
+            try:
+                os.kill(pid, 0)
+            except OSError as err:
+                if err.errno == errno.ESRCH:
+                    # ESRCH == No such process
+                    return False
+                elif err.errno == errno.EPERM:
+                    # EPERM clearly means there's a process to deny access to
+                    return True
+                else:
+                    # According to "man 2 kill" possible error values are
+                    # (EINVAL, EPERM, ESRCH) therefore we should never get
+                    # here. If we do, although it's an error, consider it
+                    # exists (see first comment in this function).
+                    return True
+            else:
+                return True
+
+else:
+
+    def pid_exists(pid):
+        # Note that this function in the face of errors will conservatively consider that
+        # the pid is still running (because we'll exit the current process when it's
+        # no longer running, so, we need to be 100% sure it actually exited).
+        import ctypes
+        kernel32 = ctypes.windll.kernel32
+
+        PROCESS_QUERY_INFORMATION = 0x0400
+        PROCESS_QUERY_LIMITED_INFORMATION = 0x1000
+        ERROR_INVALID_PARAMETER = 0x57
+        STILL_ACTIVE = 259
+
+        process = kernel32.OpenProcess(PROCESS_QUERY_INFORMATION | PROCESS_QUERY_LIMITED_INFORMATION, 0, pid)
+        if not process:
+            err = kernel32.GetLastError()
+            if err == ERROR_INVALID_PARAMETER:
+                # Means it doesn't exist (pid parameter is wrong).
+                return False
+
+            # There was some unexpected error (such as access denied), so
+            # consider it exists (although it could be something else, but we don't want
+            # to raise any errors -- so, just consider it exists).
+            return True
+
+        try:
+            zero = ctypes.c_int(0)
+            exit_code = ctypes.pointer(zero)
+
+            exit_code_suceeded = kernel32.GetExitCodeProcess(process, exit_code)
+            if not exit_code_suceeded:
+                # There was some unexpected error (such as access denied), so
+                # consider it exists (although it could be something else, but we don't want
+                # to raise any errors -- so, just consider it exists).
+                return True
+
+            elif bool(exit_code.contents.value) and int(exit_code.contents.value) != STILL_ACTIVE:
+                return False
+        finally:
+            kernel32.CloseHandle(process)
+
+        return True
+
+
+def process_exec_queue(interpreter):
+    init_mpl_in_console(interpreter)
+    from pydev_ipython.inputhook import get_inputhook
+    try:
+        kill_if_pid_not_alive = int(os.environ.get('PYDEV_ECLIPSE_PID', '-1'))
+    except:
+        kill_if_pid_not_alive = -1
+
+    while 1:
+        if kill_if_pid_not_alive != -1:
+            if not pid_exists(kill_if_pid_not_alive):
+                exit()
+
+        # Running the request may have changed the inputhook in use
+        inputhook = get_inputhook()
+
+        if _ProcessExecQueueHelper._debug_hook:
+            _ProcessExecQueueHelper._debug_hook()
+
+        if inputhook:
+            try:
+                # Note: it'll block here until return_control returns True.
+                inputhook()
+            except:
+                pydev_log.exception()
+        try:
+            try:
+                code_fragment = interpreter.exec_queue.get(block=True, timeout=1 / 20.)  # 20 calls/second
+            except _queue.Empty:
+                continue
+
+            if callable(code_fragment):
+                # It can be a callable (i.e.: something that must run in the main
+                # thread can be put in the queue for later execution).
+                code_fragment()
+            else:
+                more = interpreter.add_exec(code_fragment)
+        except KeyboardInterrupt:
+            interpreter.buffer = None
+            continue
+        except SystemExit:
+            raise
+        except:
+            pydev_log.exception('Error processing queue on pydevconsole.')
+            exit()
+
+
+if 'IPYTHONENABLE' in os.environ:
+    IPYTHON = os.environ['IPYTHONENABLE'] == 'True'
+else:
+    # By default, don't use IPython because occasionally changes
+    # in IPython break pydevd.
+    IPYTHON = False
+
+try:
+    try:
+        exitfunc = sys.exitfunc
+    except AttributeError:
+        exitfunc = None
+
+    if IPYTHON:
+        from _pydev_bundle.pydev_ipython_console import InterpreterInterface
+        if exitfunc is not None:
+            sys.exitfunc = exitfunc
+        else:
+            try:
+                delattr(sys, 'exitfunc')
+            except:
+                pass
+except:
+    IPYTHON = False
+    pass
+
+
+#=======================================================================================================================
+# _DoExit
+#=======================================================================================================================
+def do_exit(*args):
+    '''
+        We have to override the exit because calling sys.exit will only actually exit the main thread,
+        and as we're in a Xml-rpc server, that won't work.
+    '''
+
+    try:
+        import java.lang.System
+
+        java.lang.System.exit(1)
+    except ImportError:
+        if len(args) == 1:
+            os._exit(args[0])
+        else:
+            os._exit(0)
+
+
+#=======================================================================================================================
+# start_console_server
+#=======================================================================================================================
+def start_console_server(host, port, interpreter):
+    try:
+        if port == 0:
+            host = ''
+
+        # I.e.: supporting the internal Jython version in PyDev to create a Jython interactive console inside Eclipse.
+        from _pydev_bundle.pydev_imports import SimpleXMLRPCServer as XMLRPCServer  # @Reimport
+
+        try:
+            server = XMLRPCServer((host, port), logRequests=False, allow_none=True)
+
+        except:
+            sys.stderr.write('Error starting server with host: "%s", port: "%s", client_port: "%s"\n' % (host, port, interpreter.client_port))
+            sys.stderr.flush()
+            raise
+
+        # Tell UMD the proper default namespace
+        _set_globals_function(interpreter.get_namespace)
+
+        server.register_function(interpreter.execLine)
+        server.register_function(interpreter.execMultipleLines)
+        server.register_function(interpreter.getCompletions)
+        server.register_function(interpreter.getFrame)
+        server.register_function(interpreter.getVariable)
+        server.register_function(interpreter.changeVariable)
+        server.register_function(interpreter.getDescription)
+        server.register_function(interpreter.close)
+        server.register_function(interpreter.interrupt)
+        server.register_function(interpreter.handshake)
+        server.register_function(interpreter.connectToDebugger)
+        server.register_function(interpreter.hello)
+        server.register_function(interpreter.getArray)
+        server.register_function(interpreter.evaluate)
+        server.register_function(interpreter.ShowConsole)
+        server.register_function(interpreter.loadFullValue)
+
+        # Functions for GUI main loop integration
+        server.register_function(interpreter.enableGui)
+
+        if port == 0:
+            (h, port) = server.socket.getsockname()
+
+            print(port)
+            print(interpreter.client_port)
+
+        while True:
+            try:
+                server.serve_forever()
+            except:
+                # Ugly code to be py2/3 compatible
+                # https://sw-brainwy.rhcloud.com/tracker/PyDev/534:
+                # Unhandled "interrupted system call" error in the pydevconsol.py
+                e = sys.exc_info()[1]
+                retry = False
+                try:
+                    retry = e.args[0] == 4  # errno.EINTR
+                except:
+                    pass
+                if not retry:
+                    raise
+                    # Otherwise, keep on going
+        return server
+    except:
+        pydev_log.exception()
+        # Notify about error to avoid long waiting
+        connection_queue = interpreter.get_connect_status_queue()
+        if connection_queue is not None:
+            connection_queue.put(False)
+
+
+def start_server(host, port, client_port):
+    # replace exit (see comments on method)
+    # note that this does not work in jython!!! (sys method can't be replaced).
+    sys.exit = do_exit
+
+    interpreter = InterpreterInterface(host, client_port, threading.current_thread())
+
+    start_new_thread(start_console_server, (host, port, interpreter))
+
+    process_exec_queue(interpreter)
+
+
+def get_ipython_hidden_vars():
+    if IPYTHON and hasattr(__builtin__, 'interpreter'):
+        interpreter = get_interpreter()
+        return interpreter.get_ipython_hidden_vars_dict()
+
+
+def get_interpreter():
+    try:
+        interpreterInterface = getattr(__builtin__, 'interpreter')
+    except AttributeError:
+        interpreterInterface = InterpreterInterface(None, None, threading.current_thread())
+        __builtin__.interpreter = interpreterInterface
+        sys.stderr.write(interpreterInterface.get_greeting_msg())
+        sys.stderr.flush()
+
+    return interpreterInterface
+
+
+def get_completions(text, token, globals, locals):
+    interpreterInterface = get_interpreter()
+
+    interpreterInterface.interpreter.update(globals, locals)
+
+    return interpreterInterface.getCompletions(text, token)
+
+#===============================================================================
+# Debugger integration
+#===============================================================================
+
+
+def exec_code(code, globals, locals, debugger):
+    interpreterInterface = get_interpreter()
+    interpreterInterface.interpreter.update(globals, locals)
+
+    res = interpreterInterface.need_more(code)
+
+    if res:
+        return True
+
+    interpreterInterface.add_exec(code, debugger)
+
+    return False
+
+
+class ConsoleWriter(InteractiveInterpreter):
+    skip = 0
+
+    def __init__(self, locals=None):
+        InteractiveInterpreter.__init__(self, locals)
+
+    def write(self, data):
+        # if (data.find("global_vars") == -1 and data.find("pydevd") == -1):
+        if self.skip > 0:
+            self.skip -= 1
+        else:
+            if data == "Traceback (most recent call last):\n":
+                self.skip = 1
+            sys.stderr.write(data)
+
+    def showsyntaxerror(self, filename=None):
+        """Display the syntax error that just occurred."""
+        # Override for avoid using sys.excepthook PY-12600
+        type, value, tb = sys.exc_info()
+        sys.last_type = type
+        sys.last_value = value
+        sys.last_traceback = tb
+        if filename and type is SyntaxError:
+            # Work hard to stuff the correct filename in the exception
+            try:
+                msg, (dummy_filename, lineno, offset, line) = value.args
+            except ValueError:
+                # Not the format we expect; leave it alone
+                pass
+            else:
+                # Stuff in the right filename
+                value = SyntaxError(msg, (filename, lineno, offset, line))
+                sys.last_value = value
+        list = traceback.format_exception_only(type, value)
+        sys.stderr.write(''.join(list))
+
+    def showtraceback(self, *args, **kwargs):
+        """Display the exception that just occurred."""
+        # Override for avoid using sys.excepthook PY-12600
+        try:
+            type, value, tb = sys.exc_info()
+            sys.last_type = type
+            sys.last_value = value
+            sys.last_traceback = tb
+            tblist = traceback.extract_tb(tb)
+            del tblist[:1]
+            lines = traceback.format_list(tblist)
+            if lines:
+                lines.insert(0, "Traceback (most recent call last):\n")
+            lines.extend(traceback.format_exception_only(type, value))
+        finally:
+            tblist = tb = None
+        sys.stderr.write(''.join(lines))
+
+
+def console_exec(thread_id, frame_id, expression, dbg):
+    """returns 'False' in case expression is partially correct
+    """
+    frame = dbg.find_frame(thread_id, frame_id)
+
+    is_multiline = expression.count('@LINE@') > 1
+    expression = str(expression.replace('@LINE@', '\n'))
+
+    # Not using frame.f_globals because of https://sourceforge.net/tracker2/?func=detail&aid=2541355&group_id=85796&atid=577329
+    # (Names not resolved in generator expression in method)
+    # See message: http://mail.python.org/pipermail/python-list/2009-January/526522.html
+    updated_globals = {}
+    updated_globals.update(frame.f_globals)
+    updated_globals.update(frame.f_locals)  # locals later because it has precedence over the actual globals
+
+    if IPYTHON:
+        need_more = exec_code(CodeFragment(expression), updated_globals, frame.f_locals, dbg)
+        if not need_more:
+            pydevd_save_locals.save_locals(frame)
+        return need_more
+
+    interpreter = ConsoleWriter()
+
+    if not is_multiline:
+        try:
+            code = compile_command(expression)
+        except (OverflowError, SyntaxError, ValueError):
+            # Case 1
+            interpreter.showsyntaxerror()
+            return False
+        if code is None:
+            # Case 2
+            return True
+    else:
+        code = expression
+
+    # Case 3
+
+    try:
+        Exec(code, updated_globals, frame.f_locals)
+
+    except SystemExit:
+        raise
+    except:
+        interpreter.showtraceback()
+    else:
+        pydevd_save_locals.save_locals(frame)
+    return False
+
+
+#=======================================================================================================================
+# main
+#=======================================================================================================================
+if __name__ == '__main__':
+    # Important: don't use this module directly as the __main__ module, rather, import itself as pydevconsole
+    # so that we don't get multiple pydevconsole modules if it's executed directly (otherwise we'd have multiple
+    # representations of its classes).
+    # See: https://sw-brainwy.rhcloud.com/tracker/PyDev/446:
+    # 'Variables' and 'Expressions' views stopped working when debugging interactive console
+    import pydevconsole
+    sys.stdin = pydevconsole.BaseStdIn(sys.stdin)
+    port, client_port = sys.argv[1:3]
+    from _pydev_bundle import pydev_localhost
+
+    if int(port) == 0 and int(client_port) == 0:
+        (h, p) = pydev_localhost.get_socket_name()
+
+        client_port = p
+
+    pydevconsole.start_server(pydev_localhost.get_localhost(), int(port), int(client_port))
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd.py
new file mode 100644
index 0000000..67382de
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd.py
@@ -0,0 +1,3433 @@
+'''
+Entry point module (keep at root):
+
+This module starts the debugger.
+'''
+import sys  # @NoMove
+if sys.version_info[:2] < (3, 6):
+    raise RuntimeError('The PyDev.Debugger requires Python 3.6 onwards to be run. If you need to use an older Python version, use an older version of the debugger.')
+import os
+
+try:
+    # Just empty packages to check if they're in the PYTHONPATH.
+    import _pydev_bundle
+except ImportError:
+    # On the first import of a pydevd module, add pydevd itself to the PYTHONPATH
+    # if its dependencies cannot be imported.
+    sys.path.append(os.path.dirname(os.path.abspath(__file__)))
+    import _pydev_bundle
+
+# Import this first as it'll check for shadowed modules and will make sure that we import
+# things as needed for gevent.
+from _pydevd_bundle import pydevd_constants
+
+import atexit
+import dis
+import io
+from collections import defaultdict
+from contextlib import contextmanager
+from functools import partial
+import itertools
+import traceback
+import weakref
+import getpass as getpass_mod
+import functools
+
+import pydevd_file_utils
+from _pydev_bundle import pydev_imports, pydev_log
+from _pydev_bundle._pydev_filesystem_encoding import getfilesystemencoding
+from _pydev_bundle.pydev_is_thread_alive import is_thread_alive
+from _pydev_bundle.pydev_override import overrides
+from _pydev_bundle._pydev_saved_modules import threading, time, thread
+from _pydevd_bundle import pydevd_extension_utils, pydevd_frame_utils
+from _pydevd_bundle.pydevd_filtering import FilesFiltering, glob_matches_path
+from _pydevd_bundle import pydevd_io, pydevd_vm_type
+from _pydevd_bundle import pydevd_utils
+from _pydevd_bundle import pydevd_runpy
+from _pydev_bundle.pydev_console_utils import DebugConsoleStdIn
+from _pydevd_bundle.pydevd_additional_thread_info import set_additional_thread_info
+from _pydevd_bundle.pydevd_breakpoints import ExceptionBreakpoint, get_exception_breakpoint
+from _pydevd_bundle.pydevd_comm_constants import (CMD_THREAD_SUSPEND, CMD_STEP_INTO, CMD_SET_BREAK,
+    CMD_STEP_INTO_MY_CODE, CMD_STEP_OVER, CMD_SMART_STEP_INTO, CMD_RUN_TO_LINE,
+    CMD_SET_NEXT_STATEMENT, CMD_STEP_RETURN, CMD_ADD_EXCEPTION_BREAK, CMD_STEP_RETURN_MY_CODE,
+    CMD_STEP_OVER_MY_CODE, constant_to_str, CMD_STEP_INTO_COROUTINE)
+from _pydevd_bundle.pydevd_constants import (get_thread_id, get_current_thread_id,
+    DebugInfoHolder, PYTHON_SUSPEND, STATE_SUSPEND, STATE_RUN, get_frame,
+    clear_cached_thread_id, INTERACTIVE_MODE_AVAILABLE, SHOW_DEBUG_INFO_ENV, NULL,
+    NO_FTRACE, IS_IRONPYTHON, JSON_PROTOCOL, IS_CPYTHON, HTTP_JSON_PROTOCOL, USE_CUSTOM_SYS_CURRENT_FRAMES_MAP, call_only_once,
+    ForkSafeLock, IGNORE_BASENAMES_STARTING_WITH, EXCEPTION_TYPE_UNHANDLED, SUPPORT_GEVENT,
+    PYDEVD_IPYTHON_COMPATIBLE_DEBUGGING, PYDEVD_IPYTHON_CONTEXT)
+from _pydevd_bundle.pydevd_defaults import PydevdCustomization  # Note: import alias used on pydev_monkey.
+from _pydevd_bundle.pydevd_custom_frames import CustomFramesContainer, custom_frames_container_init
+from _pydevd_bundle.pydevd_dont_trace_files import DONT_TRACE, PYDEV_FILE, LIB_FILE, DONT_TRACE_DIRS
+from _pydevd_bundle.pydevd_extension_api import DebuggerEventHandler
+from _pydevd_bundle.pydevd_frame_utils import add_exception_to_frame, remove_exception_from_frame
+from _pydevd_bundle.pydevd_net_command_factory_xml import NetCommandFactory
+from _pydevd_bundle.pydevd_trace_dispatch import (
+    trace_dispatch as _trace_dispatch, global_cache_skips, global_cache_frame_skips, fix_top_level_trace_and_get_trace_func)
+from _pydevd_bundle.pydevd_utils import save_main_module, is_current_thread_main_thread, \
+    import_attr_from_module
+from _pydevd_frame_eval.pydevd_frame_eval_main import (
+    frame_eval_func, dummy_trace_dispatch)
+import pydev_ipython  # @UnusedImport
+from _pydevd_bundle.pydevd_source_mapping import SourceMapping
+from _pydevd_bundle.pydevd_concurrency_analyser.pydevd_concurrency_logger import ThreadingLogger, AsyncioLogger, send_concurrency_message, cur_time
+from _pydevd_bundle.pydevd_concurrency_analyser.pydevd_thread_wrappers import wrap_threads
+from pydevd_file_utils import get_abs_path_real_path_and_base_from_frame, NORM_PATHS_AND_BASE_CONTAINER
+from pydevd_file_utils import get_fullname, get_package_dir
+from os.path import abspath as os_path_abspath
+import pydevd_tracing
+from _pydevd_bundle.pydevd_comm import (InternalThreadCommand, InternalThreadCommandForAnyThread,
+    create_server_socket, FSNotifyThread)
+from _pydevd_bundle.pydevd_comm import(InternalConsoleExec,
+    _queue, ReaderThread, GetGlobalDebugger, get_global_debugger,
+    set_global_debugger, WriterThread,
+    start_client, start_server, InternalGetBreakpointException, InternalSendCurrExceptionTrace,
+    InternalSendCurrExceptionTraceProceeded)
+from _pydevd_bundle.pydevd_daemon_thread import PyDBDaemonThread, mark_as_pydevd_daemon_thread
+from _pydevd_bundle.pydevd_process_net_command_json import PyDevJsonCommandProcessor
+from _pydevd_bundle.pydevd_process_net_command import process_net_command
+from _pydevd_bundle.pydevd_net_command import NetCommand, NULL_NET_COMMAND
+
+from _pydevd_bundle.pydevd_breakpoints import stop_on_unhandled_exception
+from _pydevd_bundle.pydevd_collect_bytecode_info import collect_try_except_info, collect_return_info, collect_try_except_info_from_source
+from _pydevd_bundle.pydevd_suspended_frames import SuspendedFramesManager
+from socket import SHUT_RDWR
+from _pydevd_bundle.pydevd_api import PyDevdAPI
+from _pydevd_bundle.pydevd_timeout import TimeoutTracker
+from _pydevd_bundle.pydevd_thread_lifecycle import suspend_all_threads, mark_thread_suspended
+
+pydevd_gevent_integration = None
+
+if SUPPORT_GEVENT:
+    try:
+        from _pydevd_bundle import pydevd_gevent_integration
+    except:
+        pydev_log.exception(
+            'pydevd: GEVENT_SUPPORT is set but gevent is not available in the environment.\n'
+            'Please unset GEVENT_SUPPORT from the environment variables or install gevent.')
+    else:
+        pydevd_gevent_integration.log_gevent_debug_info()
+
+if USE_CUSTOM_SYS_CURRENT_FRAMES_MAP:
+    from _pydevd_bundle.pydevd_constants import constructed_tid_to_last_frame
+
+__version_info__ = (2, 8, 0)
+__version_info_str__ = []
+for v in __version_info__:
+    __version_info_str__.append(str(v))
+
+__version__ = '.'.join(__version_info_str__)
+
+# IMPORTANT: pydevd_constants must be the 1st thing defined because it'll keep a reference to the original sys._getframe
+
+
+def install_breakpointhook(pydevd_breakpointhook=None):
+    if pydevd_breakpointhook is None:
+
+        def pydevd_breakpointhook(*args, **kwargs):
+            hookname = os.getenv('PYTHONBREAKPOINT')
+            if (
+                   hookname is not None
+                   and len(hookname) > 0
+                   and hasattr(sys, '__breakpointhook__')
+                   and sys.__breakpointhook__ != pydevd_breakpointhook
+                ):
+                sys.__breakpointhook__(*args, **kwargs)
+            else:
+                settrace(*args, **kwargs)
+
+    if sys.version_info[0:2] >= (3, 7):
+        # There are some choices on how to provide the breakpoint hook. Namely, we can provide a
+        # PYTHONBREAKPOINT which provides the import path for a method to be executed or we
+        # can override sys.breakpointhook.
+        # pydevd overrides sys.breakpointhook instead of providing an environment variable because
+        # it's possible that the debugger starts the user program but is not available in the
+        # PYTHONPATH (and would thus fail to be imported if PYTHONBREAKPOINT was set to pydevd.settrace).
+        # Note that the implementation still takes PYTHONBREAKPOINT in account (so, if it was provided
+        # by someone else, it'd still work).
+        sys.breakpointhook = pydevd_breakpointhook
+    else:
+        if sys.version_info[0] >= 3:
+            import builtins as __builtin__  # Py3 noqa
+        else:
+            import __builtin__  # noqa
+
+        # In older versions, breakpoint() isn't really available, so, install the hook directly
+        # in the builtins.
+        __builtin__.breakpoint = pydevd_breakpointhook
+        sys.__breakpointhook__ = pydevd_breakpointhook
+
+
+# Install the breakpoint hook at import time.
+install_breakpointhook()
+
+from _pydevd_bundle.pydevd_plugin_utils import PluginManager
+
+threadingEnumerate = threading.enumerate
+threadingCurrentThread = threading.current_thread
+
+try:
+    'dummy'.encode('utf-8')  # Added because otherwise Jython 2.2.1 wasn't finding the encoding (if it wasn't loaded in the main thread).
+except:
+    pass
+
+_global_redirect_stdout_to_server = False
+_global_redirect_stderr_to_server = False
+
+file_system_encoding = getfilesystemencoding()
+
+_CACHE_FILE_TYPE = {}
+
+pydev_log.debug('Using GEVENT_SUPPORT: %s', pydevd_constants.SUPPORT_GEVENT)
+pydev_log.debug('Using GEVENT_SHOW_PAUSED_GREENLETS: %s', pydevd_constants.GEVENT_SHOW_PAUSED_GREENLETS)
+pydev_log.debug('pydevd __file__: %s', os.path.abspath(__file__))
+pydev_log.debug('Using PYDEVD_IPYTHON_COMPATIBLE_DEBUGGING: %s', pydevd_constants.PYDEVD_IPYTHON_COMPATIBLE_DEBUGGING)
+if pydevd_constants.PYDEVD_IPYTHON_COMPATIBLE_DEBUGGING:
+    pydev_log.debug('PYDEVD_IPYTHON_CONTEXT: %s', pydevd_constants.PYDEVD_IPYTHON_CONTEXT)
+
+
+#=======================================================================================================================
+# PyDBCommandThread
+#=======================================================================================================================
+class PyDBCommandThread(PyDBDaemonThread):
+
+    def __init__(self, py_db):
+        PyDBDaemonThread.__init__(self, py_db)
+        self._py_db_command_thread_event = py_db._py_db_command_thread_event
+        self.name = 'pydevd.CommandThread'
+
+    @overrides(PyDBDaemonThread._on_run)
+    def _on_run(self):
+        # Delay a bit this initialization to wait for the main program to start.
+        self._py_db_command_thread_event.wait(0.3)
+
+        if self._kill_received:
+            return
+
+        try:
+            while not self._kill_received:
+                try:
+                    self.py_db.process_internal_commands()
+                except:
+                    pydev_log.info('Finishing debug communication...(2)')
+                self._py_db_command_thread_event.clear()
+                self._py_db_command_thread_event.wait(0.3)
+        except:
+            try:
+                pydev_log.debug(sys.exc_info()[0])
+            except:
+                # In interpreter shutdown many things can go wrong (any module variables may
+                # be None, streams can be closed, etc).
+                pass
+
+            # only got this error in interpreter shutdown
+            # pydev_log.info('Finishing debug communication...(3)')
+
+    @overrides(PyDBDaemonThread.do_kill_pydev_thread)
+    def do_kill_pydev_thread(self):
+        PyDBDaemonThread.do_kill_pydev_thread(self)
+        # Set flag so that it can exit before the usual timeout.
+        self._py_db_command_thread_event.set()
+
+
+#=======================================================================================================================
+# CheckAliveThread
+# Non-daemon thread: guarantees that all data is written even if program is finished
+#=======================================================================================================================
+class CheckAliveThread(PyDBDaemonThread):
+
+    def __init__(self, py_db):
+        PyDBDaemonThread.__init__(self, py_db)
+        self.name = 'pydevd.CheckAliveThread'
+        self.daemon = False
+        self._wait_event = threading.Event()
+
+    @overrides(PyDBDaemonThread._on_run)
+    def _on_run(self):
+        py_db = self.py_db
+
+        def can_exit():
+            with py_db._main_lock:
+                # Note: it's important to get the lock besides checking that it's empty (this
+                # means that we're not in the middle of some command processing).
+                writer = py_db.writer
+                writer_empty = writer is not None and writer.empty()
+
+            return not py_db.has_user_threads_alive() and writer_empty
+
+        try:
+            while not self._kill_received:
+                self._wait_event.wait(0.3)
+                if can_exit():
+                    break
+
+                py_db.check_output_redirect()
+
+            if can_exit():
+                pydev_log.debug("No threads alive, finishing debug session")
+                py_db.dispose_and_kill_all_pydevd_threads()
+        except:
+            pydev_log.exception()
+
+    def join(self, timeout=None):
+        # If someone tries to join this thread, mark it to be killed.
+        # This is the case for CherryPy when auto-reload is turned on.
+        self.do_kill_pydev_thread()
+        PyDBDaemonThread.join(self, timeout=timeout)
+
+    @overrides(PyDBDaemonThread.do_kill_pydev_thread)
+    def do_kill_pydev_thread(self):
+        PyDBDaemonThread.do_kill_pydev_thread(self)
+        # Set flag so that it can exit before the usual timeout.
+        self._wait_event.set()
+
+
+class AbstractSingleNotificationBehavior(object):
+    '''
+    The basic usage should be:
+
+    # Increment the request time for the suspend.
+    single_notification_behavior.increment_suspend_time()
+
+    # Notify that this is a pause request (when a pause, not a breakpoint).
+    single_notification_behavior.on_pause()
+
+    # Mark threads to be suspended.
+    set_suspend(...)
+
+    # On do_wait_suspend, use notify_thread_suspended:
+    def do_wait_suspend(...):
+        with single_notification_behavior.notify_thread_suspended(thread_id):
+            ...
+    '''
+
+    __slots__ = [
+        '_last_resume_notification_time',
+        '_last_suspend_notification_time',
+        '_lock',
+        '_next_request_time',
+        '_suspend_time_request',
+        '_suspended_thread_ids',
+        '_pause_requested',
+        '_py_db',
+    ]
+
+    NOTIFY_OF_PAUSE_TIMEOUT = .5
+
+    def __init__(self, py_db):
+        self._py_db = weakref.ref(py_db)
+        self._next_request_time = partial(next, itertools.count())
+        self._last_suspend_notification_time = -1
+        self._last_resume_notification_time = -1
+        self._suspend_time_request = self._next_request_time()
+        self._lock = thread.allocate_lock()
+        self._suspended_thread_ids = set()
+        self._pause_requested = False
+
+    def send_suspend_notification(self, thread_id, stop_reason):
+        raise AssertionError('abstract: subclasses must override.')
+
+    def send_resume_notification(self, thread_id):
+        raise AssertionError('abstract: subclasses must override.')
+
+    def increment_suspend_time(self):
+        with self._lock:
+            self._suspend_time_request = self._next_request_time()
+
+    def on_pause(self):
+        # Upon a pause, we should force sending new suspend notifications
+        # if no notification is sent after some time and there's some thread already stopped.
+        with self._lock:
+            self._pause_requested = True
+            global_suspend_time = self._suspend_time_request
+        py_db = self._py_db()
+        if py_db is not None:
+            py_db.timeout_tracker.call_on_timeout(
+                self.NOTIFY_OF_PAUSE_TIMEOUT,
+                self._notify_after_timeout,
+                kwargs={'global_suspend_time': global_suspend_time}
+            )
+
+    def _notify_after_timeout(self, global_suspend_time):
+        with self._lock:
+            if self._suspended_thread_ids:
+                if global_suspend_time > self._last_suspend_notification_time:
+                    self._last_suspend_notification_time = global_suspend_time
+                    # Notify about any thread which is currently suspended.
+                    pydev_log.info('Sending suspend notification after timeout.')
+                    self.send_suspend_notification(next(iter(self._suspended_thread_ids)), CMD_THREAD_SUSPEND)
+
+    def on_thread_suspend(self, thread_id, stop_reason):
+        with self._lock:
+            pause_requested = self._pause_requested
+            if pause_requested:
+                # When a suspend notification is sent, reset the pause flag.
+                self._pause_requested = False
+
+            self._suspended_thread_ids.add(thread_id)
+
+            # CMD_THREAD_SUSPEND should always be a side-effect of a break, so, only
+            # issue for a CMD_THREAD_SUSPEND if a pause is pending.
+            if stop_reason != CMD_THREAD_SUSPEND or pause_requested:
+                if self._suspend_time_request > self._last_suspend_notification_time:
+                    pydev_log.info('Sending suspend notification.')
+                    self._last_suspend_notification_time = self._suspend_time_request
+                    self.send_suspend_notification(thread_id, stop_reason)
+                else:
+                    pydev_log.info(
+                        'Suspend not sent (it was already sent). Last suspend % <= Last resume %s',
+                        self._last_suspend_notification_time,
+                        self._last_resume_notification_time,
+                    )
+            else:
+                pydev_log.info(
+                    'Suspend not sent because stop reason is thread suspend and pause was not requested.',
+                )
+
+    def on_thread_resume(self, thread_id):
+        # on resume (step, continue all):
+        with self._lock:
+            self._suspended_thread_ids.remove(thread_id)
+            if self._last_resume_notification_time < self._last_suspend_notification_time:
+                pydev_log.info('Sending resume notification.')
+                self._last_resume_notification_time = self._last_suspend_notification_time
+                self.send_resume_notification(thread_id)
+            else:
+                pydev_log.info(
+                    'Resume not sent (it was already sent). Last resume %s >= Last suspend %s',
+                    self._last_resume_notification_time,
+                    self._last_suspend_notification_time,
+                )
+
+    @contextmanager
+    def notify_thread_suspended(self, thread_id, stop_reason):
+        self.on_thread_suspend(thread_id, stop_reason)
+        try:
+            yield  # At this point the thread must be actually suspended.
+        finally:
+            self.on_thread_resume(thread_id)
+
+
+class ThreadsSuspendedSingleNotification(AbstractSingleNotificationBehavior):
+
+    __slots__ = AbstractSingleNotificationBehavior.__slots__ + [
+        'multi_threads_single_notification', '_callbacks', '_callbacks_lock']
+
+    def __init__(self, py_db):
+        AbstractSingleNotificationBehavior.__init__(self, py_db)
+        # If True, pydevd will send a single notification when all threads are suspended/resumed.
+        self.multi_threads_single_notification = False
+        self._callbacks_lock = threading.Lock()
+        self._callbacks = []
+
+    def add_on_resumed_callback(self, callback):
+        with self._callbacks_lock:
+            self._callbacks.append(callback)
+
+    @overrides(AbstractSingleNotificationBehavior.send_resume_notification)
+    def send_resume_notification(self, thread_id):
+        py_db = self._py_db()
+        if py_db is not None:
+            py_db.writer.add_command(py_db.cmd_factory.make_thread_resume_single_notification(thread_id))
+
+            with self._callbacks_lock:
+                callbacks = self._callbacks
+                self._callbacks = []
+
+            for callback in callbacks:
+                callback()
+
+    @overrides(AbstractSingleNotificationBehavior.send_suspend_notification)
+    def send_suspend_notification(self, thread_id, stop_reason):
+        py_db = self._py_db()
+        if py_db is not None:
+            py_db.writer.add_command(py_db.cmd_factory.make_thread_suspend_single_notification(py_db, thread_id, stop_reason))
+
+    @overrides(AbstractSingleNotificationBehavior.notify_thread_suspended)
+    @contextmanager
+    def notify_thread_suspended(self, thread_id, stop_reason):
+        if self.multi_threads_single_notification:
+            with AbstractSingleNotificationBehavior.notify_thread_suspended(self, thread_id, stop_reason):
+                yield
+        else:
+            yield
+
+
+class _Authentication(object):
+
+    __slots__ = ['access_token', 'client_access_token', '_authenticated', '_wrong_attempts']
+
+    def __init__(self):
+        # A token to be send in the command line or through the settrace api -- when such token
+        # is given, the first message sent to the IDE must pass the same token to authenticate.
+        # Note that if a disconnect is sent, the same message must be resent to authenticate.
+        self.access_token = None
+
+        # This token is the one that the client requires to accept a connection from pydevd
+        # (it's stored here and just passed back when required, it's not used internally
+        # for anything else).
+        self.client_access_token = None
+
+        self._authenticated = None
+
+        self._wrong_attempts = 0
+
+    def is_authenticated(self):
+        if self._authenticated is None:
+            return self.access_token is None
+        return self._authenticated
+
+    def login(self, access_token):
+        if self._wrong_attempts >= 10:  # A user can fail to authenticate at most 10 times.
+            return
+
+        self._authenticated = access_token == self.access_token
+        if not self._authenticated:
+            self._wrong_attempts += 1
+        else:
+            self._wrong_attempts = 0
+
+    def logout(self):
+        self._authenticated = None
+        self._wrong_attempts = 0
+
+
+class PyDB(object):
+    """ Main debugging class
+    Lots of stuff going on here:
+
+    PyDB starts two threads on startup that connect to remote debugger (RDB)
+    The threads continuously read & write commands to RDB.
+    PyDB communicates with these threads through command queues.
+       Every RDB command is processed by calling process_net_command.
+       Every PyDB net command is sent to the net by posting NetCommand to WriterThread queue
+
+       Some commands need to be executed on the right thread (suspend/resume & friends)
+       These are placed on the internal command queue.
+    """
+
+    # Direct child pids which should not be terminated when terminating processes.
+    # Note: class instance because it should outlive PyDB instances.
+    dont_terminate_child_pids = set()
+
+    def __init__(self, set_as_global=True):
+        if set_as_global:
+            pydevd_tracing.replace_sys_set_trace_func()
+
+        self.authentication = _Authentication()
+
+        self.reader = None
+        self.writer = None
+        self._fsnotify_thread = None
+        self.created_pydb_daemon_threads = {}
+        self._waiting_for_connection_thread = None
+        self._on_configuration_done_event = threading.Event()
+        self.check_alive_thread = None
+        self.py_db_command_thread = None
+        self.quitting = None
+        self.cmd_factory = NetCommandFactory()
+        self._cmd_queue = defaultdict(_queue.Queue)  # Key is thread id or '*', value is Queue
+        self.suspended_frames_manager = SuspendedFramesManager()
+        self._files_filtering = FilesFiltering()
+        self.timeout_tracker = TimeoutTracker(self)
+
+        # Note: when the source mapping is changed we also have to clear the file types cache
+        # (because if a given file is a part of the project or not may depend on it being
+        # defined in the source mapping).
+        self.source_mapping = SourceMapping(on_source_mapping_changed=self._clear_filters_caches)
+
+        # Determines whether we should terminate child processes when asked to terminate.
+        self.terminate_child_processes = True
+
+        # These are the breakpoints received by the PyDevdAPI. They are meant to store
+        # the breakpoints in the api -- its actual contents are managed by the api.
+        self.api_received_breakpoints = {}
+
+        # These are the breakpoints meant to be consumed during runtime.
+        self.breakpoints = {}
+        self.function_breakpoint_name_to_breakpoint = {}
+
+        # Set communication protocol
+        PyDevdAPI().set_protocol(self, 0, PydevdCustomization.DEFAULT_PROTOCOL)
+
+        self.variable_presentation = PyDevdAPI.VariablePresentation()
+
+        # mtime to be raised when breakpoints change
+        self.mtime = 0
+
+        self.file_to_id_to_line_breakpoint = {}
+        self.file_to_id_to_plugin_breakpoint = {}
+
+        # Note: breakpoints dict should not be mutated: a copy should be created
+        # and later it should be assigned back (to prevent concurrency issues).
+        self.break_on_uncaught_exceptions = {}
+        self.break_on_caught_exceptions = {}
+        self.break_on_user_uncaught_exceptions = {}
+
+        self.ready_to_run = False
+        self._main_lock = thread.allocate_lock()
+        self._lock_running_thread_ids = thread.allocate_lock()
+        self._lock_create_fs_notify = thread.allocate_lock()
+        self._py_db_command_thread_event = threading.Event()
+        if set_as_global:
+            CustomFramesContainer._py_db_command_thread_event = self._py_db_command_thread_event
+
+        self.pydb_disposed = False
+        self._wait_for_threads_to_finish_called = False
+        self._wait_for_threads_to_finish_called_lock = thread.allocate_lock()
+        self._wait_for_threads_to_finish_called_event = threading.Event()
+
+        self.terminate_requested = False
+        self._disposed_lock = thread.allocate_lock()
+        self.signature_factory = None
+        self.SetTrace = pydevd_tracing.SetTrace
+        self.skip_on_exceptions_thrown_in_same_context = False
+        self.ignore_exceptions_thrown_in_lines_with_ignore_exception = True
+
+        # Suspend debugger even if breakpoint condition raises an exception.
+        # May be changed with CMD_PYDEVD_JSON_CONFIG.
+        self.skip_suspend_on_breakpoint_exception = ()  # By default suspend on any Exception.
+        self.skip_print_breakpoint_exception = ()  # By default print on any Exception.
+
+        # By default user can step into properties getter/setter/deleter methods
+        self.disable_property_trace = False
+        self.disable_property_getter_trace = False
+        self.disable_property_setter_trace = False
+        self.disable_property_deleter_trace = False
+
+        # this is a dict of thread ids pointing to thread ids. Whenever a command is passed to the java end that
+        # acknowledges that a thread was created, the thread id should be passed here -- and if at some time we do not
+        # find that thread alive anymore, we must remove it from this list and make the java side know that the thread
+        # was killed.
+        self._running_thread_ids = {}
+        # Note: also access '_enable_thread_notifications' with '_lock_running_thread_ids'
+        self._enable_thread_notifications = False
+
+        self._set_breakpoints_with_id = False
+
+        # This attribute holds the file-> lines which have an @IgnoreException.
+        self.filename_to_lines_where_exceptions_are_ignored = {}
+
+        # working with plugins (lazily initialized)
+        self.plugin = None
+        self.has_plugin_line_breaks = False
+        self.has_plugin_exception_breaks = False
+        self.thread_analyser = None
+        self.asyncio_analyser = None
+
+        # The GUI event loop that's going to run.
+        # Possible values:
+        # matplotlib - Whatever GUI backend matplotlib is using.
+        # 'wx'/'qt'/'none'/... - GUI toolkits that have bulitin support. See pydevd_ipython/inputhook.py:24.
+        # Other - A custom function that'll be imported and run.
+        self._gui_event_loop = 'matplotlib'
+        self._installed_gui_support = False
+        self.gui_in_use = False
+
+        # GUI event loop support in debugger
+        self.activate_gui_function = None
+
+        # matplotlib support in debugger and debug console
+        self.mpl_hooks_in_debug_console = False
+        self.mpl_modules_for_patching = {}
+
+        self._filename_to_not_in_scope = {}
+        self.first_breakpoint_reached = False
+        self._exclude_filters_enabled = self._files_filtering.use_exclude_filters()
+        self._is_libraries_filter_enabled = self._files_filtering.use_libraries_filter()
+        self.is_files_filter_enabled = self._exclude_filters_enabled or self._is_libraries_filter_enabled
+        self.show_return_values = False
+        self.remove_return_values_flag = False
+        self.redirect_output = False
+        # Note that besides the `redirect_output` flag, we also need to consider that someone
+        # else is already redirecting (i.e.: debugpy).
+        self.is_output_redirected = False
+
+        # this flag disables frame evaluation even if it's available
+        self.use_frame_eval = True
+
+        # If True, pydevd will send a single notification when all threads are suspended/resumed.
+        self._threads_suspended_single_notification = ThreadsSuspendedSingleNotification(self)
+
+        # If True a step command will do a step in one thread and will also resume all other threads.
+        self.stepping_resumes_all_threads = False
+
+        self._local_thread_trace_func = threading.local()
+
+        self._server_socket_ready_event = threading.Event()
+        self._server_socket_name = None
+
+        # Bind many locals to the debugger because upon teardown those names may become None
+        # in the namespace (and thus can't be relied upon unless the reference was previously
+        # saved).
+        if IS_IRONPYTHON:
+
+            # A partial() cannot be used in IronPython for sys.settrace.
+            def new_trace_dispatch(frame, event, arg):
+                return _trace_dispatch(self, frame, event, arg)
+
+            self.trace_dispatch = new_trace_dispatch
+        else:
+            self.trace_dispatch = partial(_trace_dispatch, self)
+        self.fix_top_level_trace_and_get_trace_func = fix_top_level_trace_and_get_trace_func
+        self.frame_eval_func = frame_eval_func
+        self.dummy_trace_dispatch = dummy_trace_dispatch
+
+        # Note: this is different from pydevd_constants.thread_get_ident because we want Jython
+        # to be None here because it also doesn't have threading._active.
+        try:
+            self.threading_get_ident = threading.get_ident  # Python 3
+            self.threading_active = threading._active
+        except:
+            try:
+                self.threading_get_ident = threading._get_ident  # Python 2 noqa
+                self.threading_active = threading._active
+            except:
+                self.threading_get_ident = None  # Jython
+                self.threading_active = None
+        self.threading_current_thread = threading.currentThread
+        self.set_additional_thread_info = set_additional_thread_info
+        self.stop_on_unhandled_exception = stop_on_unhandled_exception
+        self.collect_return_info = collect_return_info
+        self.get_exception_breakpoint = get_exception_breakpoint
+        self._dont_trace_get_file_type = DONT_TRACE.get
+        self._dont_trace_dirs_get_file_type = DONT_TRACE_DIRS.get
+        self.PYDEV_FILE = PYDEV_FILE
+        self.LIB_FILE = LIB_FILE
+
+        self._in_project_scope_cache = {}
+        self._exclude_by_filter_cache = {}
+        self._apply_filter_cache = {}
+        self._ignore_system_exit_codes = set()
+
+        # DAP related
+        self._dap_messages_listeners = []
+
+        if set_as_global:
+            # Set as the global instance only after it's initialized.
+            set_global_debugger(self)
+
+        # Stop the tracing as the last thing before the actual shutdown for a clean exit.
+        atexit.register(stoptrace)
+
+    def collect_try_except_info(self, code_obj):
+        filename = code_obj.co_filename
+        try:
+            if os.path.exists(filename):
+                pydev_log.debug('Collecting try..except info from source for %s', filename)
+                try_except_infos = collect_try_except_info_from_source(filename)
+                if try_except_infos:
+                    # Filter for the current function
+                    max_line = -1
+                    min_line = sys.maxsize
+                    for _, line in dis.findlinestarts(code_obj):
+
+                        if line > max_line:
+                            max_line = line
+
+                        if line < min_line:
+                            min_line = line
+
+                    try_except_infos = [x for x in try_except_infos if min_line <= x.try_line <= max_line]
+                return try_except_infos
+
+        except:
+            pydev_log.exception('Error collecting try..except info from source (%s)', filename)
+
+        pydev_log.debug('Collecting try..except info from bytecode for %s', filename)
+        return collect_try_except_info(code_obj)
+
+    def setup_auto_reload_watcher(self, enable_auto_reload, watch_dirs, poll_target_time, exclude_patterns, include_patterns):
+        try:
+            with self._lock_create_fs_notify:
+
+                # When setting up, dispose of the previous one (if any).
+                if self._fsnotify_thread is not None:
+                    self._fsnotify_thread.do_kill_pydev_thread()
+                    self._fsnotify_thread = None
+
+                if not enable_auto_reload:
+                    return
+
+                exclude_patterns = tuple(exclude_patterns)
+                include_patterns = tuple(include_patterns)
+
+                def accept_directory(absolute_filename, cache={}):
+                    try:
+                        return cache[absolute_filename]
+                    except:
+                        if absolute_filename and absolute_filename[-1] not in ('/', '\\'):
+                            # I.e.: for directories we always end with '/' or '\\' so that
+                            # we match exclusions such as "**/node_modules/**"
+                            absolute_filename += os.path.sep
+
+                        # First include what we want
+                        for include_pattern in include_patterns:
+                            if glob_matches_path(absolute_filename, include_pattern):
+                                cache[absolute_filename] = True
+                                return True
+
+                        # Then exclude what we don't want
+                        for exclude_pattern in exclude_patterns:
+                            if glob_matches_path(absolute_filename, exclude_pattern):
+                                cache[absolute_filename] = False
+                                return False
+
+                        # By default track all directories not excluded.
+                        cache[absolute_filename] = True
+                        return True
+
+                def accept_file(absolute_filename, cache={}):
+                    try:
+                        return cache[absolute_filename]
+                    except:
+                        # First include what we want
+                        for include_pattern in include_patterns:
+                            if glob_matches_path(absolute_filename, include_pattern):
+                                cache[absolute_filename] = True
+                                return True
+
+                        # Then exclude what we don't want
+                        for exclude_pattern in exclude_patterns:
+                            if glob_matches_path(absolute_filename, exclude_pattern):
+                                cache[absolute_filename] = False
+                                return False
+
+                        # By default don't track files not included.
+                        cache[absolute_filename] = False
+                        return False
+
+                self._fsnotify_thread = FSNotifyThread(self, PyDevdAPI(), watch_dirs)
+                watcher = self._fsnotify_thread.watcher
+                watcher.accept_directory = accept_directory
+                watcher.accept_file = accept_file
+
+                watcher.target_time_for_single_scan = poll_target_time
+                watcher.target_time_for_notification = poll_target_time
+                self._fsnotify_thread.start()
+        except:
+            pydev_log.exception('Error setting up auto-reload.')
+
+    def get_arg_ppid(self):
+        try:
+            setup = SetupHolder.setup
+            if setup:
+                return int(setup.get('ppid', 0))
+        except:
+            pydev_log.exception('Error getting ppid.')
+
+        return 0
+
+    def wait_for_ready_to_run(self):
+        while not self.ready_to_run:
+            # busy wait until we receive run command
+            self.process_internal_commands()
+            self._py_db_command_thread_event.clear()
+            self._py_db_command_thread_event.wait(0.1)
+
+    def on_initialize(self):
+        '''
+        Note: only called when using the DAP (Debug Adapter Protocol).
+        '''
+        self._on_configuration_done_event.clear()
+
+    def on_configuration_done(self):
+        '''
+        Note: only called when using the DAP (Debug Adapter Protocol).
+        '''
+        self._on_configuration_done_event.set()
+        self._py_db_command_thread_event.set()
+
+    def is_attached(self):
+        return self._on_configuration_done_event.is_set()
+
+    def on_disconnect(self):
+        '''
+        Note: only called when using the DAP (Debug Adapter Protocol).
+        '''
+        self.authentication.logout()
+        self._on_configuration_done_event.clear()
+
+    def set_ignore_system_exit_codes(self, ignore_system_exit_codes):
+        assert isinstance(ignore_system_exit_codes, (list, tuple, set))
+        self._ignore_system_exit_codes = set(ignore_system_exit_codes)
+
+    def ignore_system_exit_code(self, system_exit_exc):
+        if hasattr(system_exit_exc, 'code'):
+            return system_exit_exc.code in self._ignore_system_exit_codes
+        else:
+            return system_exit_exc in self._ignore_system_exit_codes
+
+    def block_until_configuration_done(self, cancel=None):
+        if cancel is None:
+            cancel = NULL
+
+        while not cancel.is_set():
+            if self._on_configuration_done_event.is_set():
+                cancel.set()  # Set cancel to prevent reuse
+                return
+
+            self.process_internal_commands()
+            self._py_db_command_thread_event.clear()
+            self._py_db_command_thread_event.wait(1 / 15.)
+
+    def add_fake_frame(self, thread_id, frame_id, frame):
+        self.suspended_frames_manager.add_fake_frame(thread_id, frame_id, frame)
+
+    def handle_breakpoint_condition(self, info, pybreakpoint, new_frame):
+        condition = pybreakpoint.condition
+        try:
+            if pybreakpoint.handle_hit_condition(new_frame):
+                return True
+
+            if not condition:
+                return False
+
+            return eval(condition, new_frame.f_globals, new_frame.f_locals)
+        except Exception as e:
+            if not isinstance(e, self.skip_print_breakpoint_exception):
+                stack_trace = io.StringIO()
+                etype, value, tb = sys.exc_info()
+                traceback.print_exception(etype, value, tb.tb_next, file=stack_trace)
+
+                msg = 'Error while evaluating expression in conditional breakpoint: %s\n%s' % (
+                    condition, stack_trace.getvalue())
+                api = PyDevdAPI()
+                api.send_error_message(self, msg)
+
+            if not isinstance(e, self.skip_suspend_on_breakpoint_exception):
+                try:
+                    # add exception_type and stacktrace into thread additional info
+                    etype, value, tb = sys.exc_info()
+                    error = ''.join(traceback.format_exception_only(etype, value))
+                    stack = traceback.extract_stack(f=tb.tb_frame.f_back)
+
+                    # On self.set_suspend(thread, CMD_SET_BREAK) this info will be
+                    # sent to the client.
+                    info.conditional_breakpoint_exception = \
+                        ('Condition:\n' + condition + '\n\nError:\n' + error, stack)
+                except:
+                    pydev_log.exception()
+                return True
+
+            return False
+
+        finally:
+            etype, value, tb = None, None, None
+
+    def handle_breakpoint_expression(self, pybreakpoint, info, new_frame):
+        try:
+            try:
+                val = eval(pybreakpoint.expression, new_frame.f_globals, new_frame.f_locals)
+            except:
+                val = sys.exc_info()[1]
+        finally:
+            if val is not None:
+                info.pydev_message = str(val)
+
+    def _internal_get_file_type(self, abs_real_path_and_basename):
+        basename = abs_real_path_and_basename[-1]
+        if (
+                basename.startswith(IGNORE_BASENAMES_STARTING_WITH) or
+                abs_real_path_and_basename[0].startswith(IGNORE_BASENAMES_STARTING_WITH)
+            ):
+            # Note: these are the files that are completely ignored (they aren't shown to the user
+            # as user nor library code as it's usually just noise in the frame stack).
+            return self.PYDEV_FILE
+        file_type = self._dont_trace_get_file_type(basename)
+        if file_type is not None:
+            return file_type
+
+        if basename.startswith('__init__.py'):
+            # i.e.: ignore the __init__ files inside pydevd (the other
+            # files are ignored just by their name).
+            abs_path = abs_real_path_and_basename[0]
+            i = max(abs_path.rfind('/'), abs_path.rfind('\\'))
+            if i:
+                abs_path = abs_path[0:i]
+                i = max(abs_path.rfind('/'), abs_path.rfind('\\'))
+                if i:
+                    dirname = abs_path[i + 1:]
+                    # At this point, something as:
+                    # "my_path\_pydev_runfiles\__init__.py"
+                    # is now  "_pydev_runfiles".
+                    return self._dont_trace_dirs_get_file_type(dirname)
+        return None
+
+    def dont_trace_external_files(self, abs_path):
+        '''
+        :param abs_path:
+            The result from get_abs_path_real_path_and_base_from_file or
+            get_abs_path_real_path_and_base_from_frame.
+
+        :return
+            True :
+                If files should NOT be traced.
+
+            False:
+                If files should be traced.
+        '''
+        # By default all external files are traced. Note: this function is expected to
+        # be changed for another function in PyDevdAPI.set_dont_trace_start_end_patterns.
+        return False
+
+    def get_file_type(self, frame, abs_real_path_and_basename=None, _cache_file_type=_CACHE_FILE_TYPE):
+        '''
+        :param abs_real_path_and_basename:
+            The result from get_abs_path_real_path_and_base_from_file or
+            get_abs_path_real_path_and_base_from_frame.
+
+        :return
+            _pydevd_bundle.pydevd_dont_trace_files.PYDEV_FILE:
+                If it's a file internal to the debugger which shouldn't be
+                traced nor shown to the user.
+
+            _pydevd_bundle.pydevd_dont_trace_files.LIB_FILE:
+                If it's a file in a library which shouldn't be traced.
+
+            None:
+                If it's a regular user file which should be traced.
+        '''
+        if abs_real_path_and_basename is None:
+            try:
+                # Make fast path faster!
+                abs_real_path_and_basename = NORM_PATHS_AND_BASE_CONTAINER[frame.f_code.co_filename]
+            except:
+                abs_real_path_and_basename = get_abs_path_real_path_and_base_from_frame(frame)
+
+        # Note 1: we have to take into account that we may have files as '<string>', and that in
+        # this case the cache key can't rely only on the filename. With the current cache, there's
+        # still a potential miss if 2 functions which have exactly the same content are compiled
+        # with '<string>', but in practice as we only separate the one from python -c from the rest
+        # this shouldn't be a problem in practice.
+
+        # Note 2: firstlineno added to make misses faster in the first comparison.
+
+        # Note 3: this cache key is repeated in pydevd_frame_evaluator.pyx:get_func_code_info (for
+        # speedups).
+        cache_key = (frame.f_code.co_firstlineno, abs_real_path_and_basename[0], frame.f_code)
+        try:
+            return _cache_file_type[cache_key]
+        except:
+            if abs_real_path_and_basename[0] == '<string>':
+
+                # Consider it an untraceable file unless there's no back frame (ignoring
+                # internal files and runpy.py).
+                f = frame.f_back
+                while f is not None:
+                    if (self.get_file_type(f) != self.PYDEV_FILE and
+                            pydevd_file_utils.basename(f.f_code.co_filename) not in ('runpy.py', '<string>')):
+                        # We found some back frame that's not internal, which means we must consider
+                        # this a library file.
+                        # This is done because we only want to trace files as <string> if they don't
+                        # have any back frame (which is the case for python -c ...), for all other
+                        # cases we don't want to trace them because we can't show the source to the
+                        # user (at least for now...).
+
+                        # Note that we return as a LIB_FILE and not PYDEV_FILE because we still want
+                        # to show it in the stack.
+                        _cache_file_type[cache_key] = LIB_FILE
+                        return LIB_FILE
+                    f = f.f_back
+                else:
+                    # This is a top-level file (used in python -c), so, trace it as usual... we
+                    # still won't be able to show the sources, but some tests require this to work.
+                    _cache_file_type[cache_key] = None
+                    return None
+
+            file_type = self._internal_get_file_type(abs_real_path_and_basename)
+            if file_type is None:
+                if self.dont_trace_external_files(abs_real_path_and_basename[0]):
+                    file_type = PYDEV_FILE
+
+            _cache_file_type[cache_key] = file_type
+            return file_type
+
+    def is_cache_file_type_empty(self):
+        return not _CACHE_FILE_TYPE
+
+    def get_cache_file_type(self, _cache=_CACHE_FILE_TYPE):  # i.e.: Make it local.
+        return _cache
+
+    def get_thread_local_trace_func(self):
+        try:
+            thread_trace_func = self._local_thread_trace_func.thread_trace_func
+        except AttributeError:
+            thread_trace_func = self.trace_dispatch
+        return thread_trace_func
+
+    def enable_tracing(self, thread_trace_func=None, apply_to_all_threads=False):
+        '''
+        Enables tracing.
+
+        If in regular mode (tracing), will set the tracing function to the tracing
+        function for this thread -- by default it's `PyDB.trace_dispatch`, but after
+        `PyDB.enable_tracing` is called with a `thread_trace_func`, the given function will
+        be the default for the given thread.
+
+        :param bool apply_to_all_threads:
+            If True we'll set the tracing function in all threads, not only in the current thread.
+            If False only the tracing for the current function should be changed.
+            In general apply_to_all_threads should only be true if this is the first time
+            this function is called on a multi-threaded program (either programmatically or attach
+            to pid).
+        '''
+        if pydevd_gevent_integration is not None:
+            pydevd_gevent_integration.enable_gevent_integration()
+
+        if self.frame_eval_func is not None:
+            self.frame_eval_func()
+            pydevd_tracing.SetTrace(self.dummy_trace_dispatch)
+
+            if IS_CPYTHON and apply_to_all_threads:
+                pydevd_tracing.set_trace_to_threads(self.dummy_trace_dispatch)
+            return
+
+        if apply_to_all_threads:
+            # If applying to all threads, don't use the local thread trace function.
+            assert thread_trace_func is not None
+        else:
+            if thread_trace_func is None:
+                thread_trace_func = self.get_thread_local_trace_func()
+            else:
+                self._local_thread_trace_func.thread_trace_func = thread_trace_func
+
+        pydevd_tracing.SetTrace(thread_trace_func)
+        if IS_CPYTHON and apply_to_all_threads:
+            pydevd_tracing.set_trace_to_threads(thread_trace_func)
+
+    def disable_tracing(self):
+        pydevd_tracing.SetTrace(None)
+
+    def on_breakpoints_changed(self, removed=False):
+        '''
+        When breakpoints change, we have to re-evaluate all the assumptions we've made so far.
+        '''
+        if not self.ready_to_run:
+            # No need to do anything if we're still not running.
+            return
+
+        self.mtime += 1
+        if not removed:
+            # When removing breakpoints we can leave tracing as was, but if a breakpoint was added
+            # we have to reset the tracing for the existing functions to be re-evaluated.
+            self.set_tracing_for_untraced_contexts()
+
+    def set_tracing_for_untraced_contexts(self):
+        # Enable the tracing for existing threads (because there may be frames being executed that
+        # are currently untraced).
+
+        if IS_CPYTHON:
+            # Note: use sys._current_frames instead of threading.enumerate() because this way
+            # we also see C/C++ threads, not only the ones visible to the threading module.
+            tid_to_frame = sys._current_frames()
+
+            ignore_thread_ids = set(
+                t.ident for t in threadingEnumerate()
+                if getattr(t, 'is_pydev_daemon_thread', False) or getattr(t, 'pydev_do_not_trace', False)
+            )
+
+            for thread_id, frame in tid_to_frame.items():
+                if thread_id not in ignore_thread_ids:
+                    self.set_trace_for_frame_and_parents(frame)
+
+        else:
+            try:
+                threads = threadingEnumerate()
+                for t in threads:
+                    if getattr(t, 'is_pydev_daemon_thread', False) or getattr(t, 'pydev_do_not_trace', False):
+                        continue
+
+                    additional_info = set_additional_thread_info(t)
+                    frame = additional_info.get_topmost_frame(t)
+                    try:
+                        if frame is not None:
+                            self.set_trace_for_frame_and_parents(frame)
+                    finally:
+                        frame = None
+            finally:
+                frame = None
+                t = None
+                threads = None
+                additional_info = None
+
+    @property
+    def multi_threads_single_notification(self):
+        return self._threads_suspended_single_notification.multi_threads_single_notification
+
+    @multi_threads_single_notification.setter
+    def multi_threads_single_notification(self, notify):
+        self._threads_suspended_single_notification.multi_threads_single_notification = notify
+
+    @property
+    def threads_suspended_single_notification(self):
+        return self._threads_suspended_single_notification
+
+    def get_plugin_lazy_init(self):
+        if self.plugin is None:
+            self.plugin = PluginManager(self)
+        return self.plugin
+
+    def in_project_scope(self, frame, absolute_filename=None):
+        '''
+        Note: in general this method should not be used (apply_files_filter should be used
+        in most cases as it also handles the project scope check).
+
+        :param frame:
+            The frame we want to check.
+
+        :param absolute_filename:
+            Must be the result from get_abs_path_real_path_and_base_from_frame(frame)[0] (can
+            be used to speed this function a bit if it's already available to the caller, but
+            in general it's not needed).
+        '''
+        try:
+            if absolute_filename is None:
+                try:
+                    # Make fast path faster!
+                    abs_real_path_and_basename = NORM_PATHS_AND_BASE_CONTAINER[frame.f_code.co_filename]
+                except:
+                    abs_real_path_and_basename = get_abs_path_real_path_and_base_from_frame(frame)
+
+                absolute_filename = abs_real_path_and_basename[0]
+
+            cache_key = (frame.f_code.co_firstlineno, absolute_filename, frame.f_code)
+
+            return self._in_project_scope_cache[cache_key]
+        except KeyError:
+            cache = self._in_project_scope_cache
+            try:
+                abs_real_path_and_basename  # If we've gotten it previously, use it again.
+            except NameError:
+                abs_real_path_and_basename = get_abs_path_real_path_and_base_from_frame(frame)
+
+            # pydevd files are never considered to be in the project scope.
+            file_type = self.get_file_type(frame, abs_real_path_and_basename)
+            if file_type == self.PYDEV_FILE:
+                cache[cache_key] = False
+
+            elif absolute_filename == '<string>':
+                # Special handling for '<string>'
+                if file_type == self.LIB_FILE:
+                    cache[cache_key] = False
+                else:
+                    cache[cache_key] = True
+
+            elif self.source_mapping.has_mapping_entry(absolute_filename):
+                cache[cache_key] = True
+
+            else:
+                cache[cache_key] = self._files_filtering.in_project_roots(absolute_filename)
+
+            return cache[cache_key]
+
+    def in_project_roots_filename_uncached(self, absolute_filename):
+        return self._files_filtering.in_project_roots(absolute_filename)
+
+    def _clear_filters_caches(self):
+        self._in_project_scope_cache.clear()
+        self._exclude_by_filter_cache.clear()
+        self._apply_filter_cache.clear()
+        self._exclude_filters_enabled = self._files_filtering.use_exclude_filters()
+        self._is_libraries_filter_enabled = self._files_filtering.use_libraries_filter()
+        self.is_files_filter_enabled = self._exclude_filters_enabled or self._is_libraries_filter_enabled
+
+    def clear_dont_trace_start_end_patterns_caches(self):
+        # When start/end patterns are changed we must clear all caches which would be
+        # affected by a change in get_file_type() and reset the tracing function
+        # as places which were traced may no longer need to be traced and vice-versa.
+        self.on_breakpoints_changed()
+        _CACHE_FILE_TYPE.clear()
+        self._clear_filters_caches()
+        self._clear_skip_caches()
+
+    def _exclude_by_filter(self, frame, absolute_filename):
+        '''
+        :return: True if it should be excluded, False if it should be included and None
+            if no rule matched the given file.
+
+        :note: it'll be normalized as needed inside of this method.
+        '''
+        cache_key = (absolute_filename, frame.f_code.co_name, frame.f_code.co_firstlineno)
+        try:
+            return self._exclude_by_filter_cache[cache_key]
+        except KeyError:
+            cache = self._exclude_by_filter_cache
+
+            # pydevd files are always filtered out
+            if self.get_file_type(frame) == self.PYDEV_FILE:
+                cache[cache_key] = True
+            else:
+                module_name = None
+                if self._files_filtering.require_module:
+                    module_name = frame.f_globals.get('__name__', '')
+                cache[cache_key] = self._files_filtering.exclude_by_filter(absolute_filename, module_name)
+
+            return cache[cache_key]
+
+    def apply_files_filter(self, frame, original_filename, force_check_project_scope):
+        '''
+        Should only be called if `self.is_files_filter_enabled == True` or `force_check_project_scope == True`.
+
+        Note that it covers both the filter by specific paths includes/excludes as well
+        as the check which filters out libraries if not in the project scope.
+
+        :param original_filename:
+            Note can either be the original filename or the absolute version of that filename.
+
+        :param force_check_project_scope:
+            Check that the file is in the project scope even if the global setting
+            is off.
+
+        :return bool:
+            True if it should be excluded when stepping and False if it should be
+            included.
+        '''
+        cache_key = (frame.f_code.co_firstlineno, original_filename, force_check_project_scope, frame.f_code)
+        try:
+            return self._apply_filter_cache[cache_key]
+        except KeyError:
+            if self.plugin is not None and (self.has_plugin_line_breaks or self.has_plugin_exception_breaks):
+                # If it's explicitly needed by some plugin, we can't skip it.
+                if not self.plugin.can_skip(self, frame):
+                    pydev_log.debug_once('File traced (included by plugins): %s', original_filename)
+                    self._apply_filter_cache[cache_key] = False
+                    return False
+
+            if self._exclude_filters_enabled:
+                absolute_filename = pydevd_file_utils.absolute_path(original_filename)
+                exclude_by_filter = self._exclude_by_filter(frame, absolute_filename)
+                if exclude_by_filter is not None:
+                    if exclude_by_filter:
+                        # ignore files matching stepping filters
+                        pydev_log.debug_once('File not traced (excluded by filters): %s', original_filename)
+
+                        self._apply_filter_cache[cache_key] = True
+                        return True
+                    else:
+                        pydev_log.debug_once('File traced (explicitly included by filters): %s', original_filename)
+
+                        self._apply_filter_cache[cache_key] = False
+                        return False
+
+            if (self._is_libraries_filter_enabled or force_check_project_scope) and not self.in_project_scope(frame):
+                # ignore library files while stepping
+                self._apply_filter_cache[cache_key] = True
+                if force_check_project_scope:
+                    pydev_log.debug_once('File not traced (not in project): %s', original_filename)
+                else:
+                    pydev_log.debug_once('File not traced (not in project - force_check_project_scope): %s', original_filename)
+
+                return True
+
+            if force_check_project_scope:
+                pydev_log.debug_once('File traced: %s (force_check_project_scope)', original_filename)
+            else:
+                pydev_log.debug_once('File traced: %s', original_filename)
+            self._apply_filter_cache[cache_key] = False
+            return False
+
+    def exclude_exception_by_filter(self, exception_breakpoint, trace):
+        if not exception_breakpoint.ignore_libraries and not self._exclude_filters_enabled:
+            return False
+
+        if trace is None:
+            return True
+
+        ignore_libraries = exception_breakpoint.ignore_libraries
+        exclude_filters_enabled = self._exclude_filters_enabled
+
+        if (ignore_libraries and not self.in_project_scope(trace.tb_frame)) \
+                or (exclude_filters_enabled and self._exclude_by_filter(
+                    trace.tb_frame,
+                    pydevd_file_utils.absolute_path(trace.tb_frame.f_code.co_filename))):
+            return True
+
+        return False
+
+    def set_project_roots(self, project_roots):
+        self._files_filtering.set_project_roots(project_roots)
+        self._clear_skip_caches()
+        self._clear_filters_caches()
+
+    def set_exclude_filters(self, exclude_filters):
+        self._files_filtering.set_exclude_filters(exclude_filters)
+        self._clear_skip_caches()
+        self._clear_filters_caches()
+
+    def set_use_libraries_filter(self, use_libraries_filter):
+        self._files_filtering.set_use_libraries_filter(use_libraries_filter)
+        self._clear_skip_caches()
+        self._clear_filters_caches()
+
+    def get_use_libraries_filter(self):
+        return self._files_filtering.use_libraries_filter()
+
+    def get_require_module_for_filters(self):
+        return self._files_filtering.require_module
+
+    def has_user_threads_alive(self):
+        for t in pydevd_utils.get_non_pydevd_threads():
+            if isinstance(t, PyDBDaemonThread):
+                pydev_log.error_once(
+                    'Error in debugger: Found PyDBDaemonThread not marked with is_pydev_daemon_thread=True.\n')
+
+            if is_thread_alive(t):
+                if not t.daemon or hasattr(t, "__pydevd_main_thread"):
+                    return True
+
+        return False
+
+    def initialize_network(self, sock, terminate_on_socket_close=True):
+        assert sock is not None
+        try:
+            sock.settimeout(None)  # infinite, no timeouts from now on - jython does not have it
+        except:
+            pass
+        curr_reader = getattr(self, 'reader', None)
+        curr_writer = getattr(self, 'writer', None)
+        if curr_reader:
+            curr_reader.do_kill_pydev_thread()
+        if curr_writer:
+            curr_writer.do_kill_pydev_thread()
+
+        self.writer = WriterThread(sock, self, terminate_on_socket_close=terminate_on_socket_close)
+        self.reader = ReaderThread(
+            sock,
+            self,
+            PyDevJsonCommandProcessor=PyDevJsonCommandProcessor,
+            process_net_command=process_net_command,
+            terminate_on_socket_close=terminate_on_socket_close
+        )
+        self.writer.start()
+        self.reader.start()
+
+        time.sleep(0.1)  # give threads time to start
+
+    def connect(self, host, port):
+        if host:
+            s = start_client(host, port)
+        else:
+            s = start_server(port)
+
+        self.initialize_network(s)
+
+    def create_wait_for_connection_thread(self):
+        if self._waiting_for_connection_thread is not None:
+            raise AssertionError('There is already another thread waiting for a connection.')
+
+        self._server_socket_ready_event.clear()
+        self._waiting_for_connection_thread = self._WaitForConnectionThread(self)
+        self._waiting_for_connection_thread.start()
+
+    def set_server_socket_ready(self):
+        self._server_socket_ready_event.set()
+
+    def wait_for_server_socket_ready(self):
+        self._server_socket_ready_event.wait()
+
+    @property
+    def dap_messages_listeners(self):
+        return self._dap_messages_listeners
+
+    def add_dap_messages_listener(self, listener):
+        self._dap_messages_listeners.append(listener)
+
+    class _WaitForConnectionThread(PyDBDaemonThread):
+
+        def __init__(self, py_db):
+            PyDBDaemonThread.__init__(self, py_db)
+            self._server_socket = None
+
+        def run(self):
+            host = SetupHolder.setup['client']
+            port = SetupHolder.setup['port']
+
+            self._server_socket = create_server_socket(host=host, port=port)
+            self.py_db._server_socket_name = self._server_socket.getsockname()
+            self.py_db.set_server_socket_ready()
+
+            while not self._kill_received:
+                try:
+                    s = self._server_socket
+                    if s is None:
+                        return
+
+                    s.listen(1)
+                    new_socket, _addr = s.accept()
+                    if self._kill_received:
+                        pydev_log.info("Connection (from wait_for_attach) accepted but ignored as kill was already received.")
+                        return
+
+                    pydev_log.info("Connection (from wait_for_attach) accepted.")
+                    reader = getattr(self.py_db, 'reader', None)
+                    if reader is not None:
+                        # This is needed if a new connection is done without the client properly
+                        # sending a disconnect for the previous connection.
+                        api = PyDevdAPI()
+                        api.request_disconnect(self.py_db, resume_threads=False)
+
+                    self.py_db.initialize_network(new_socket, terminate_on_socket_close=False)
+
+                except:
+                    if DebugInfoHolder.DEBUG_TRACE_LEVEL > 0:
+                        pydev_log.exception()
+                        pydev_log.debug("Exiting _WaitForConnectionThread: %s\n", port)
+
+        def do_kill_pydev_thread(self):
+            PyDBDaemonThread.do_kill_pydev_thread(self)
+            s = self._server_socket
+            if s is not None:
+                try:
+                    s.close()
+                except:
+                    pass
+                self._server_socket = None
+
+    def get_internal_queue(self, thread_id):
+        """ returns internal command queue for a given thread.
+        if new queue is created, notify the RDB about it """
+        if thread_id.startswith('__frame__'):
+            thread_id = thread_id[thread_id.rfind('|') + 1:]
+        return self._cmd_queue[thread_id]
+
+    def post_method_as_internal_command(self, thread_id, method, *args, **kwargs):
+        if thread_id == '*':
+            internal_cmd = InternalThreadCommandForAnyThread(thread_id, method, *args, **kwargs)
+        else:
+            internal_cmd = InternalThreadCommand(thread_id, method, *args, **kwargs)
+        self.post_internal_command(internal_cmd, thread_id)
+        if thread_id == '*':
+            # Notify so that the command is handled as soon as possible.
+            self._py_db_command_thread_event.set()
+
+    def post_internal_command(self, int_cmd, thread_id):
+        """ if thread_id is *, post to the '*' queue"""
+        queue = self.get_internal_queue(thread_id)
+        queue.put(int_cmd)
+
+    def enable_output_redirection(self, redirect_stdout, redirect_stderr):
+        global _global_redirect_stdout_to_server
+        global _global_redirect_stderr_to_server
+
+        _global_redirect_stdout_to_server = redirect_stdout
+        _global_redirect_stderr_to_server = redirect_stderr
+        self.redirect_output = redirect_stdout or redirect_stderr
+        if _global_redirect_stdout_to_server:
+            _init_stdout_redirect()
+        if _global_redirect_stderr_to_server:
+            _init_stderr_redirect()
+
+    def check_output_redirect(self):
+        global _global_redirect_stdout_to_server
+        global _global_redirect_stderr_to_server
+
+        if _global_redirect_stdout_to_server:
+            _init_stdout_redirect()
+
+        if _global_redirect_stderr_to_server:
+            _init_stderr_redirect()
+
+    def init_matplotlib_in_debug_console(self):
+        # import hook and patches for matplotlib support in debug console
+        from _pydev_bundle.pydev_import_hook import import_hook_manager
+        if is_current_thread_main_thread():
+            for module in list(self.mpl_modules_for_patching):
+                import_hook_manager.add_module_name(module, self.mpl_modules_for_patching.pop(module))
+
+    def init_gui_support(self):
+        if self._installed_gui_support:
+            return
+        self._installed_gui_support = True
+
+        # enable_gui and enable_gui_function in activate_matplotlib should be called in main thread. Unlike integrated console,
+        # in the debug console we have no interpreter instance with exec_queue, but we run this code in the main
+        # thread and can call it directly.
+        class _ReturnGuiLoopControlHelper:
+            _return_control_osc = False
+
+        def return_control():
+            # Some of the input hooks (e.g. Qt4Agg) check return control without doing
+            # a single operation, so we don't return True on every
+            # call when the debug hook is in place to allow the GUI to run
+            _ReturnGuiLoopControlHelper._return_control_osc = not _ReturnGuiLoopControlHelper._return_control_osc
+            return _ReturnGuiLoopControlHelper._return_control_osc
+
+        from pydev_ipython.inputhook import set_return_control_callback, enable_gui
+
+        set_return_control_callback(return_control)
+
+        if self._gui_event_loop == 'matplotlib':
+            # prepare debugger for matplotlib integration with GUI event loop
+            from pydev_ipython.matplotlibtools import activate_matplotlib, activate_pylab, activate_pyplot, do_enable_gui
+
+            self.mpl_modules_for_patching = {"matplotlib": lambda: activate_matplotlib(do_enable_gui),
+                                "matplotlib.pyplot": activate_pyplot,
+                                "pylab": activate_pylab }
+        else:
+            self.activate_gui_function = enable_gui
+
+    def _activate_gui_if_needed(self):
+        if self.gui_in_use:
+            return
+
+        if len(self.mpl_modules_for_patching) > 0:
+            if is_current_thread_main_thread():  # Note that we call only in the main thread.
+                for module in list(self.mpl_modules_for_patching):
+                    if module in sys.modules:
+                        activate_function = self.mpl_modules_for_patching.pop(module, None)
+                        if activate_function is not None:
+                            activate_function()
+                        self.gui_in_use = True
+
+        if self.activate_gui_function:
+            if is_current_thread_main_thread():  # Only call enable_gui in the main thread.
+                try:
+                    # First try to activate builtin GUI event loops.
+                    self.activate_gui_function(self._gui_event_loop)
+                    self.activate_gui_function = None
+                    self.gui_in_use = True
+                except ValueError:
+                    # The user requested a custom GUI event loop, try to import it.
+                    from pydev_ipython.inputhook import set_inputhook
+                    try:
+                        inputhook_function = import_attr_from_module(self._gui_event_loop)
+                        set_inputhook(inputhook_function)
+                        self.gui_in_use = True
+                    except Exception as e:
+                        pydev_log.debug("Cannot activate custom GUI event loop {}: {}".format(self._gui_event_loop, e))
+                    finally:
+                        self.activate_gui_function = None
+
+    def _call_input_hook(self):
+        try:
+            from pydev_ipython.inputhook import get_inputhook
+            inputhook = get_inputhook()
+            if inputhook:
+                inputhook()
+        except:
+            pass
+
+    def notify_skipped_step_in_because_of_filters(self, frame):
+        self.writer.add_command(self.cmd_factory.make_skipped_step_in_because_of_filters(self, frame))
+
+    def notify_thread_created(self, thread_id, thread, use_lock=True):
+        if self.writer is None:
+            # Protect about threads being created before the communication structure is in place
+            # (note that they will appear later on anyways as pydevd does reconcile live/dead threads
+            # when processing internal commands, albeit it may take longer and in general this should
+            # not be usual as it's expected that the debugger is live before other threads are created).
+            return
+
+        with self._lock_running_thread_ids if use_lock else NULL:
+            if not self._enable_thread_notifications:
+                return
+
+            if thread_id in self._running_thread_ids:
+                return
+
+            additional_info = set_additional_thread_info(thread)
+            if additional_info.pydev_notify_kill:
+                # After we notify it should be killed, make sure we don't notify it's alive (on a racing condition
+                # this could happen as we may notify before the thread is stopped internally).
+                return
+
+            self._running_thread_ids[thread_id] = thread
+
+        self.writer.add_command(self.cmd_factory.make_thread_created_message(thread))
+
+    def notify_thread_not_alive(self, thread_id, use_lock=True):
+        """ if thread is not alive, cancel trace_dispatch processing """
+        if self.writer is None:
+            return
+
+        with self._lock_running_thread_ids if use_lock else NULL:
+            if not self._enable_thread_notifications:
+                return
+
+            thread = self._running_thread_ids.pop(thread_id, None)
+            if thread is None:
+                return
+
+            additional_info = set_additional_thread_info(thread)
+            was_notified = additional_info.pydev_notify_kill
+            if not was_notified:
+                additional_info.pydev_notify_kill = True
+
+        self.writer.add_command(self.cmd_factory.make_thread_killed_message(thread_id))
+
+    def set_enable_thread_notifications(self, enable):
+        with self._lock_running_thread_ids:
+            if self._enable_thread_notifications != enable:
+                self._enable_thread_notifications = enable
+
+                if enable:
+                    # As it was previously disabled, we have to notify about existing threads again
+                    # (so, clear the cache related to that).
+                    self._running_thread_ids = {}
+
+    def process_internal_commands(self):
+        '''
+        This function processes internal commands.
+        '''
+        # If this method is being called before the debugger is ready to run we should not notify
+        # about threads and should only process commands sent to all threads.
+        ready_to_run = self.ready_to_run
+
+        dispose = False
+        with self._main_lock:
+            program_threads_alive = {}
+            if ready_to_run:
+                self.check_output_redirect()
+
+                all_threads = threadingEnumerate()
+                program_threads_dead = []
+                with self._lock_running_thread_ids:
+                    reset_cache = not self._running_thread_ids
+
+                    for t in all_threads:
+                        if getattr(t, 'is_pydev_daemon_thread', False):
+                            pass  # I.e.: skip the DummyThreads created from pydev daemon threads
+                        elif isinstance(t, PyDBDaemonThread):
+                            pydev_log.error_once('Error in debugger: Found PyDBDaemonThread not marked with is_pydev_daemon_thread=True.')
+
+                        elif is_thread_alive(t):
+                            if reset_cache:
+                                # Fix multiprocessing debug with breakpoints in both main and child processes
+                                # (https://youtrack.jetbrains.com/issue/PY-17092) When the new process is created, the main
+                                # thread in the new process already has the attribute 'pydevd_id', so the new thread doesn't
+                                # get new id with its process number and the debugger loses access to both threads.
+                                # Therefore we should update thread_id for every main thread in the new process.
+                                clear_cached_thread_id(t)
+
+                            thread_id = get_thread_id(t)
+                            program_threads_alive[thread_id] = t
+
+                            self.notify_thread_created(thread_id, t, use_lock=False)
+
+                    # Compute and notify about threads which are no longer alive.
+                    thread_ids = list(self._running_thread_ids.keys())
+                    for thread_id in thread_ids:
+                        if thread_id not in program_threads_alive:
+                            program_threads_dead.append(thread_id)
+
+                    for thread_id in program_threads_dead:
+                        self.notify_thread_not_alive(thread_id, use_lock=False)
+
+            cmds_to_execute = []
+
+            # Without self._lock_running_thread_ids
+            if len(program_threads_alive) == 0 and ready_to_run:
+                dispose = True
+            else:
+                # Actually process the commands now (make sure we don't have a lock for _lock_running_thread_ids
+                # acquired at this point as it could lead to a deadlock if some command evaluated tried to
+                # create a thread and wait for it -- which would try to notify about it getting that lock).
+                curr_thread_id = get_current_thread_id(threadingCurrentThread())
+                if ready_to_run:
+                    process_thread_ids = (curr_thread_id, '*')
+                else:
+                    process_thread_ids = ('*',)
+
+                for thread_id in process_thread_ids:
+                    queue = self.get_internal_queue(thread_id)
+
+                    # some commands must be processed by the thread itself... if that's the case,
+                    # we will re-add the commands to the queue after executing.
+                    cmds_to_add_back = []
+
+                    try:
+                        while True:
+                            int_cmd = queue.get(False)
+
+                            if not self.mpl_hooks_in_debug_console and isinstance(int_cmd, InternalConsoleExec) and not self.gui_in_use:
+                                # add import hooks for matplotlib patches if only debug console was started
+                                try:
+                                    self.init_matplotlib_in_debug_console()
+                                    self.gui_in_use = True
+                                except:
+                                    pydev_log.debug("Matplotlib support in debug console failed", traceback.format_exc())
+                                self.mpl_hooks_in_debug_console = True
+
+                            if int_cmd.can_be_executed_by(curr_thread_id):
+                                cmds_to_execute.append(int_cmd)
+                            else:
+                                pydev_log.verbose("NOT processing internal command: %s ", int_cmd)
+                                cmds_to_add_back.append(int_cmd)
+
+                    except _queue.Empty:  # @UndefinedVariable
+                        # this is how we exit
+                        for int_cmd in cmds_to_add_back:
+                            queue.put(int_cmd)
+
+        if dispose:
+            # Note: must be called without the main lock to avoid deadlocks.
+            self.dispose_and_kill_all_pydevd_threads()
+        else:
+            # Actually execute the commands without the main lock!
+            for int_cmd in cmds_to_execute:
+                pydev_log.verbose("processing internal command: %s", int_cmd)
+                try:
+                    int_cmd.do_it(self)
+                except:
+                    pydev_log.exception('Error processing internal command.')
+
+    def consolidate_breakpoints(self, canonical_normalized_filename, id_to_breakpoint, file_to_line_to_breakpoints):
+        break_dict = {}
+        for _breakpoint_id, pybreakpoint in id_to_breakpoint.items():
+            break_dict[pybreakpoint.line] = pybreakpoint
+
+        file_to_line_to_breakpoints[canonical_normalized_filename] = break_dict
+        self._clear_skip_caches()
+
+    def _clear_skip_caches(self):
+        global_cache_skips.clear()
+        global_cache_frame_skips.clear()
+
+    def add_break_on_exception(
+        self,
+        exception,
+        condition,
+        expression,
+        notify_on_handled_exceptions,
+        notify_on_unhandled_exceptions,
+        notify_on_user_unhandled_exceptions,
+        notify_on_first_raise_only,
+        ignore_libraries=False
+        ):
+        try:
+            eb = ExceptionBreakpoint(
+                exception,
+                condition,
+                expression,
+                notify_on_handled_exceptions,
+                notify_on_unhandled_exceptions,
+                notify_on_user_unhandled_exceptions,
+                notify_on_first_raise_only,
+                ignore_libraries
+            )
+        except ImportError:
+            pydev_log.critical("Error unable to add break on exception for: %s (exception could not be imported).", exception)
+            return None
+
+        if eb.notify_on_unhandled_exceptions:
+            cp = self.break_on_uncaught_exceptions.copy()
+            cp[exception] = eb
+            if DebugInfoHolder.DEBUG_TRACE_BREAKPOINTS > 0:
+                pydev_log.critical("Exceptions to hook on terminate: %s.", cp)
+            self.break_on_uncaught_exceptions = cp
+
+        if eb.notify_on_handled_exceptions:
+            cp = self.break_on_caught_exceptions.copy()
+            cp[exception] = eb
+            if DebugInfoHolder.DEBUG_TRACE_BREAKPOINTS > 0:
+                pydev_log.critical("Exceptions to hook always: %s.", cp)
+            self.break_on_caught_exceptions = cp
+
+        if eb.notify_on_user_unhandled_exceptions:
+            cp = self.break_on_user_uncaught_exceptions.copy()
+            cp[exception] = eb
+            if DebugInfoHolder.DEBUG_TRACE_BREAKPOINTS > 0:
+                pydev_log.critical("Exceptions to hook on user uncaught code: %s.", cp)
+            self.break_on_user_uncaught_exceptions = cp
+
+        return eb
+
+    def set_suspend(self, thread, stop_reason, suspend_other_threads=False, is_pause=False, original_step_cmd=-1):
+        '''
+        :param thread:
+            The thread which should be suspended.
+
+        :param stop_reason:
+            Reason why the thread was suspended.
+
+        :param suspend_other_threads:
+            Whether to force other threads to be suspended (i.e.: when hitting a breakpoint
+            with a suspend all threads policy).
+
+        :param is_pause:
+            If this is a pause to suspend all threads, any thread can be considered as the 'main'
+            thread paused.
+
+        :param original_step_cmd:
+            If given we may change the stop reason to this.
+        '''
+        self._threads_suspended_single_notification.increment_suspend_time()
+        if is_pause:
+            self._threads_suspended_single_notification.on_pause()
+
+        info = mark_thread_suspended(thread, stop_reason, original_step_cmd=original_step_cmd)
+
+        if is_pause:
+            # Must set tracing after setting the state to suspend.
+            frame = info.get_topmost_frame(thread)
+            if frame is not None:
+                try:
+                    self.set_trace_for_frame_and_parents(frame)
+                finally:
+                    frame = None
+
+        # If conditional breakpoint raises any exception during evaluation send the details to the client.
+        if stop_reason == CMD_SET_BREAK and info.conditional_breakpoint_exception is not None:
+            conditional_breakpoint_exception_tuple = info.conditional_breakpoint_exception
+            info.conditional_breakpoint_exception = None
+            self._send_breakpoint_condition_exception(thread, conditional_breakpoint_exception_tuple)
+
+        if not suspend_other_threads and self.multi_threads_single_notification:
+            # In the mode which gives a single notification when all threads are
+            # stopped, stop all threads whenever a set_suspend is issued.
+            suspend_other_threads = True
+
+        if suspend_other_threads:
+            # Suspend all except the current one (which we're currently suspending already).
+            suspend_all_threads(self, except_thread=thread)
+
+    def _send_breakpoint_condition_exception(self, thread, conditional_breakpoint_exception_tuple):
+        """If conditional breakpoint raises an exception during evaluation
+        send exception details to java
+        """
+        thread_id = get_thread_id(thread)
+        # conditional_breakpoint_exception_tuple - should contain 2 values (exception_type, stacktrace)
+        if conditional_breakpoint_exception_tuple and len(conditional_breakpoint_exception_tuple) == 2:
+            exc_type, stacktrace = conditional_breakpoint_exception_tuple
+            int_cmd = InternalGetBreakpointException(thread_id, exc_type, stacktrace)
+            self.post_internal_command(int_cmd, thread_id)
+
+    def send_caught_exception_stack(self, thread, arg, curr_frame_id):
+        """Sends details on the exception which was caught (and where we stopped) to the java side.
+
+        arg is: exception type, description, traceback object
+        """
+        thread_id = get_thread_id(thread)
+        int_cmd = InternalSendCurrExceptionTrace(thread_id, arg, curr_frame_id)
+        self.post_internal_command(int_cmd, thread_id)
+
+    def send_caught_exception_stack_proceeded(self, thread):
+        """Sends that some thread was resumed and is no longer showing an exception trace.
+        """
+        thread_id = get_thread_id(thread)
+        int_cmd = InternalSendCurrExceptionTraceProceeded(thread_id)
+        self.post_internal_command(int_cmd, thread_id)
+        self.process_internal_commands()
+
+    def send_process_created_message(self):
+        """Sends a message that a new process has been created.
+        """
+        if self.writer is None or self.cmd_factory is None:
+            return
+        cmd = self.cmd_factory.make_process_created_message()
+        self.writer.add_command(cmd)
+
+    def send_process_about_to_be_replaced(self):
+        """Sends a message that a new process has been created.
+        """
+        if self.writer is None or self.cmd_factory is None:
+            return
+        cmd = self.cmd_factory.make_process_about_to_be_replaced_message()
+        if cmd is NULL_NET_COMMAND:
+            return
+
+        sent = [False]
+
+        def after_sent(*args, **kwargs):
+            sent[0] = True
+
+        cmd.call_after_send(after_sent)
+        self.writer.add_command(cmd)
+
+        timeout = 5  # Wait up to 5 seconds
+        initial_time = time.time()
+        while not sent[0]:
+            time.sleep(.05)
+
+            if (time.time() - initial_time) > timeout:
+                pydev_log.critical('pydevd: Sending message related to process being replaced timed-out after %s seconds', timeout)
+                break
+
+    def set_next_statement(self, frame, event, func_name, next_line):
+        stop = False
+        response_msg = ""
+        old_line = frame.f_lineno
+        if event == 'line' or event == 'exception':
+            # If we're already in the correct context, we have to stop it now, because we can act only on
+            # line events -- if a return was the next statement it wouldn't work (so, we have this code
+            # repeated at pydevd_frame).
+
+            curr_func_name = frame.f_code.co_name
+
+            # global context is set with an empty name
+            if curr_func_name in ('?', '<module>'):
+                curr_func_name = ''
+
+            if func_name == '*' or curr_func_name == func_name:
+                line = next_line
+                frame.f_trace = self.trace_dispatch
+                frame.f_lineno = line
+                stop = True
+            else:
+                response_msg = "jump is available only within the bottom frame"
+        return stop, old_line, response_msg
+
+    def cancel_async_evaluation(self, thread_id, frame_id):
+        with self._main_lock:
+            try:
+                all_threads = threadingEnumerate()
+                for t in all_threads:
+                    if getattr(t, 'is_pydev_daemon_thread', False) and hasattr(t, 'cancel_event') and t.thread_id == thread_id and \
+                            t.frame_id == frame_id:
+                        t.cancel_event.set()
+            except:
+                pydev_log.exception()
+
+    def find_frame(self, thread_id, frame_id):
+        """ returns a frame on the thread that has a given frame_id """
+        return self.suspended_frames_manager.find_frame(thread_id, frame_id)
+
+    def do_wait_suspend(self, thread, frame, event, arg, exception_type=None):  # @UnusedVariable
+        """ busy waits until the thread state changes to RUN
+        it expects thread's state as attributes of the thread.
+        Upon running, processes any outstanding Stepping commands.
+
+        :param exception_type:
+            If pausing due to an exception, its type.
+        """
+        if USE_CUSTOM_SYS_CURRENT_FRAMES_MAP:
+            constructed_tid_to_last_frame[thread.ident] = sys._getframe()
+        self.process_internal_commands()
+
+        thread_id = get_current_thread_id(thread)
+
+        # print('do_wait_suspend %s %s %s %s %s %s (%s)' % (frame.f_lineno, frame.f_code.co_name, frame.f_code.co_filename, event, arg, constant_to_str(thread.additional_info.pydev_step_cmd), constant_to_str(thread.additional_info.pydev_original_step_cmd)))
+        # print('--- stack ---')
+        # print(traceback.print_stack(file=sys.stdout))
+        # print('--- end stack ---')
+
+        # Send the suspend message
+        message = thread.additional_info.pydev_message
+        suspend_type = thread.additional_info.trace_suspend_type
+        thread.additional_info.trace_suspend_type = 'trace'  # Reset to trace mode for next call.
+        stop_reason = thread.stop_reason
+
+        frames_list = None
+
+        if arg is not None and event == 'exception':
+            # arg must be the exception info (tuple(exc_type, exc, traceback))
+            exc_type, exc_desc, trace_obj = arg
+            if trace_obj is not None:
+                frames_list = pydevd_frame_utils.create_frames_list_from_traceback(trace_obj, frame, exc_type, exc_desc, exception_type=exception_type)
+
+        if frames_list is None:
+            frames_list = pydevd_frame_utils.create_frames_list_from_frame(frame)
+
+        if DebugInfoHolder.DEBUG_TRACE_LEVEL > 2:
+            pydev_log.debug(
+                'PyDB.do_wait_suspend\nname: %s (line: %s)\n file: %s\n event: %s\n arg: %s\n step: %s (original step: %s)\n thread: %s, thread id: %s, id(thread): %s',
+                frame.f_code.co_name,
+                frame.f_lineno,
+                frame.f_code.co_filename,
+                event,
+                arg,
+                constant_to_str(thread.additional_info.pydev_step_cmd),
+                constant_to_str(thread.additional_info.pydev_original_step_cmd),
+                thread,
+                thread_id,
+                id(thread),
+            )
+            for f in frames_list:
+                pydev_log.debug('  Stack: %s, %s, %s', f.f_code.co_filename, f.f_code.co_name, f.f_lineno)
+
+        with self.suspended_frames_manager.track_frames(self) as frames_tracker:
+            frames_tracker.track(thread_id, frames_list)
+            cmd = frames_tracker.create_thread_suspend_command(thread_id, stop_reason, message, suspend_type)
+            self.writer.add_command(cmd)
+
+            with CustomFramesContainer.custom_frames_lock:  # @UndefinedVariable
+                from_this_thread = []
+
+                for frame_custom_thread_id, custom_frame in CustomFramesContainer.custom_frames.items():
+                    if custom_frame.thread_id == thread.ident:
+                        frames_tracker.track(thread_id, pydevd_frame_utils.create_frames_list_from_frame(custom_frame.frame), frame_custom_thread_id=frame_custom_thread_id)
+                        # print('Frame created as thread: %s' % (frame_custom_thread_id,))
+
+                        self.writer.add_command(self.cmd_factory.make_custom_frame_created_message(
+                            frame_custom_thread_id, custom_frame.name))
+
+                        self.writer.add_command(
+                            frames_tracker.create_thread_suspend_command(frame_custom_thread_id, CMD_THREAD_SUSPEND, "", suspend_type))
+
+                    from_this_thread.append(frame_custom_thread_id)
+
+            with self._threads_suspended_single_notification.notify_thread_suspended(thread_id, stop_reason):
+                keep_suspended = self._do_wait_suspend(thread, frame, event, arg, suspend_type, from_this_thread, frames_tracker)
+
+        frames_list = None
+
+        if keep_suspended:
+            # This means that we should pause again after a set next statement.
+            self._threads_suspended_single_notification.increment_suspend_time()
+            self.do_wait_suspend(thread, frame, event, arg, exception_type)
+        if DebugInfoHolder.DEBUG_TRACE_LEVEL > 2:
+            pydev_log.debug('Leaving PyDB.do_wait_suspend: %s (%s) %s', thread, thread_id, id(thread))
+
+    def _do_wait_suspend(self, thread, frame, event, arg, suspend_type, from_this_thread, frames_tracker):
+        info = thread.additional_info
+        info.step_in_initial_location = None
+        keep_suspended = False
+
+        with self._main_lock:  # Use lock to check if suspended state changed
+            activate_gui = info.pydev_state == STATE_SUSPEND and not self.pydb_disposed
+
+        in_main_thread = is_current_thread_main_thread()
+        if activate_gui and in_main_thread:
+            # before every stop check if matplotlib modules were imported inside script code
+            # or some GUI event loop needs to be activated
+            self._activate_gui_if_needed()
+
+        while True:
+            with self._main_lock:  # Use lock to check if suspended state changed
+                if info.pydev_state != STATE_SUSPEND or (self.pydb_disposed and not self.terminate_requested):
+                    # Note: we can't exit here if terminate was requested while a breakpoint was hit.
+                    break
+
+            if in_main_thread and self.gui_in_use:
+                # call input hooks if only GUI is in use
+                self._call_input_hook()
+
+            self.process_internal_commands()
+            time.sleep(0.01)
+
+        self.cancel_async_evaluation(get_current_thread_id(thread), str(id(frame)))
+
+        # process any stepping instructions
+        if info.pydev_step_cmd in (CMD_STEP_INTO, CMD_STEP_INTO_MY_CODE):
+            info.step_in_initial_location = (frame, frame.f_lineno)
+            if frame.f_code.co_flags & 0x80:  # CO_COROUTINE = 0x80
+                # When in a coroutine we switch to CMD_STEP_INTO_COROUTINE.
+                info.pydev_step_cmd = CMD_STEP_INTO_COROUTINE
+                info.pydev_step_stop = frame
+                self.set_trace_for_frame_and_parents(frame)
+            else:
+                info.pydev_step_stop = None
+                self.set_trace_for_frame_and_parents(frame)
+
+        elif info.pydev_step_cmd in (CMD_STEP_OVER, CMD_STEP_OVER_MY_CODE, CMD_SMART_STEP_INTO):
+            info.pydev_step_stop = frame
+            self.set_trace_for_frame_and_parents(frame)
+
+        elif info.pydev_step_cmd == CMD_RUN_TO_LINE or info.pydev_step_cmd == CMD_SET_NEXT_STATEMENT:
+            info.pydev_step_stop = None
+            self.set_trace_for_frame_and_parents(frame)
+            stop = False
+            response_msg = ""
+            try:
+                stop, _old_line, response_msg = self.set_next_statement(frame, event, info.pydev_func_name, info.pydev_next_line)
+            except ValueError as e:
+                response_msg = "%s" % e
+            finally:
+                seq = info.pydev_message
+                cmd = self.cmd_factory.make_set_next_stmnt_status_message(seq, stop, response_msg)
+                self.writer.add_command(cmd)
+                info.pydev_message = ''
+
+            if stop:
+                # Uninstall the current frames tracker before running it.
+                frames_tracker.untrack_all()
+                cmd = self.cmd_factory.make_thread_run_message(get_current_thread_id(thread), info.pydev_step_cmd)
+                self.writer.add_command(cmd)
+                info.pydev_state = STATE_SUSPEND
+                thread.stop_reason = CMD_SET_NEXT_STATEMENT
+                keep_suspended = True
+
+            else:
+                # Set next did not work...
+                info.pydev_original_step_cmd = -1
+                info.pydev_step_cmd = -1
+                info.pydev_state = STATE_SUSPEND
+                thread.stop_reason = CMD_THREAD_SUSPEND
+                # return to the suspend state and wait for other command (without sending any
+                # additional notification to the client).
+                return self._do_wait_suspend(thread, frame, event, arg, suspend_type, from_this_thread, frames_tracker)
+
+        elif info.pydev_step_cmd in (CMD_STEP_RETURN, CMD_STEP_RETURN_MY_CODE):
+            back_frame = frame.f_back
+            force_check_project_scope = info.pydev_step_cmd == CMD_STEP_RETURN_MY_CODE
+
+            if force_check_project_scope or self.is_files_filter_enabled:
+                while back_frame is not None:
+                    if self.apply_files_filter(back_frame, back_frame.f_code.co_filename, force_check_project_scope):
+                        frame = back_frame
+                        back_frame = back_frame.f_back
+                    else:
+                        break
+
+            if back_frame is not None:
+                # steps back to the same frame (in a return call it will stop in the 'back frame' for the user)
+                info.pydev_step_stop = frame
+                self.set_trace_for_frame_and_parents(frame)
+            else:
+                # No back frame?!? -- this happens in jython when we have some frame created from an awt event
+                # (the previous frame would be the awt event, but this doesn't make part of 'jython', only 'java')
+                # so, if we're doing a step return in this situation, it's the same as just making it run
+                info.pydev_step_stop = None
+                info.pydev_original_step_cmd = -1
+                info.pydev_step_cmd = -1
+                info.pydev_state = STATE_RUN
+
+        if PYDEVD_IPYTHON_COMPATIBLE_DEBUGGING:
+            info.pydev_use_scoped_step_frame = False
+            if info.pydev_step_cmd in (
+                    CMD_STEP_OVER, CMD_STEP_OVER_MY_CODE,
+                    CMD_STEP_INTO, CMD_STEP_INTO_MY_CODE
+                ):
+                # i.e.: We're stepping: check if the stepping should be scoped (i.e.: in ipython
+                # each line is executed separately in a new frame, in which case we need to consider
+                # the next line as if it was still in the same frame).
+                f = frame.f_back
+                if f and f.f_code.co_name == PYDEVD_IPYTHON_CONTEXT[1]:
+                    f = f.f_back
+                    if f and f.f_code.co_name == PYDEVD_IPYTHON_CONTEXT[2]:
+                        info.pydev_use_scoped_step_frame = True
+                        pydev_log.info('Using (ipython) scoped stepping.')
+                del f
+
+        del frame
+        cmd = self.cmd_factory.make_thread_run_message(get_current_thread_id(thread), info.pydev_step_cmd)
+        self.writer.add_command(cmd)
+
+        with CustomFramesContainer.custom_frames_lock:
+            # The ones that remained on last_running must now be removed.
+            for frame_id in from_this_thread:
+                # print('Removing created frame: %s' % (frame_id,))
+                self.writer.add_command(self.cmd_factory.make_thread_killed_message(frame_id))
+
+        return keep_suspended
+
+    def do_stop_on_unhandled_exception(self, thread, frame, frames_byid, arg):
+        pydev_log.debug("We are stopping in unhandled exception.")
+        try:
+            add_exception_to_frame(frame, arg)
+            self.send_caught_exception_stack(thread, arg, id(frame))
+            try:
+                self.set_suspend(thread, CMD_ADD_EXCEPTION_BREAK)
+                self.do_wait_suspend(thread, frame, 'exception', arg, EXCEPTION_TYPE_UNHANDLED)
+            except:
+                self.send_caught_exception_stack_proceeded(thread)
+        except:
+            pydev_log.exception("We've got an error while stopping in unhandled exception: %s.", arg[0])
+        finally:
+            remove_exception_from_frame(frame)
+            frame = None
+
+    def set_trace_for_frame_and_parents(self, frame, **kwargs):
+        disable = kwargs.pop('disable', False)
+        assert not kwargs
+
+        while frame is not None:
+            # Don't change the tracing on debugger-related files
+            file_type = self.get_file_type(frame)
+
+            if file_type is None:
+                if disable:
+                    pydev_log.debug('Disable tracing of frame: %s - %s', frame.f_code.co_filename, frame.f_code.co_name)
+                    if frame.f_trace is not None and frame.f_trace is not NO_FTRACE:
+                        frame.f_trace = NO_FTRACE
+
+                elif frame.f_trace is not self.trace_dispatch:
+                    pydev_log.debug('Set tracing of frame: %s - %s', frame.f_code.co_filename, frame.f_code.co_name)
+                    frame.f_trace = self.trace_dispatch
+            else:
+                pydev_log.debug('SKIP set tracing of frame: %s - %s', frame.f_code.co_filename, frame.f_code.co_name)
+
+            frame = frame.f_back
+
+        del frame
+
+    def _create_pydb_command_thread(self):
+        curr_pydb_command_thread = self.py_db_command_thread
+        if curr_pydb_command_thread is not None:
+            curr_pydb_command_thread.do_kill_pydev_thread()
+
+        new_pydb_command_thread = self.py_db_command_thread = PyDBCommandThread(self)
+        new_pydb_command_thread.start()
+
+    def _create_check_output_thread(self):
+        curr_output_checker_thread = self.check_alive_thread
+        if curr_output_checker_thread is not None:
+            curr_output_checker_thread.do_kill_pydev_thread()
+
+        check_alive_thread = self.check_alive_thread = CheckAliveThread(self)
+        check_alive_thread.start()
+
+    def start_auxiliary_daemon_threads(self):
+        self._create_pydb_command_thread()
+        self._create_check_output_thread()
+
+    def __wait_for_threads_to_finish(self, timeout):
+        try:
+            with self._wait_for_threads_to_finish_called_lock:
+                wait_for_threads_to_finish_called = self._wait_for_threads_to_finish_called
+                self._wait_for_threads_to_finish_called = True
+
+            if wait_for_threads_to_finish_called:
+                # Make sure that we wait for the previous call to be finished.
+                self._wait_for_threads_to_finish_called_event.wait(timeout=timeout)
+            else:
+                try:
+
+                    def get_pydb_daemon_threads_to_wait():
+                        pydb_daemon_threads = set(self.created_pydb_daemon_threads)
+                        pydb_daemon_threads.discard(self.check_alive_thread)
+                        pydb_daemon_threads.discard(threading.current_thread())
+                        return pydb_daemon_threads
+
+                    pydev_log.debug("PyDB.dispose_and_kill_all_pydevd_threads waiting for pydb daemon threads to finish")
+                    started_at = time.time()
+                    # Note: we wait for all except the check_alive_thread (which is not really a daemon
+                    # thread and it can call this method itself).
+                    while time.time() < started_at + timeout:
+                        if len(get_pydb_daemon_threads_to_wait()) == 0:
+                            break
+                        time.sleep(1 / 10.)
+                    else:
+                        thread_names = [t.name for t in get_pydb_daemon_threads_to_wait()]
+                        if thread_names:
+                            pydev_log.debug("The following pydb threads may not have finished correctly: %s",
+                                            ', '.join(thread_names))
+                finally:
+                    self._wait_for_threads_to_finish_called_event.set()
+        except:
+            pydev_log.exception()
+
+    def dispose_and_kill_all_pydevd_threads(self, wait=True, timeout=.5):
+        '''
+        When this method is called we finish the debug session, terminate threads
+        and if this was registered as the global instance, unregister it -- afterwards
+        it should be possible to create a new instance and set as global to start
+        a new debug session.
+
+        :param bool wait:
+            If True we'll wait for the threads to be actually finished before proceeding
+            (based on the available timeout).
+            Note that this must be thread-safe and if one thread is waiting the other thread should
+            also wait.
+        '''
+        try:
+            back_frame = sys._getframe().f_back
+            pydev_log.debug(
+                'PyDB.dispose_and_kill_all_pydevd_threads (called from: File "%s", line %s, in %s)',
+                back_frame.f_code.co_filename, back_frame.f_lineno, back_frame.f_code.co_name
+            )
+            back_frame = None
+            with self._disposed_lock:
+                disposed = self.pydb_disposed
+                self.pydb_disposed = True
+
+            if disposed:
+                if wait:
+                    pydev_log.debug("PyDB.dispose_and_kill_all_pydevd_threads (already disposed - wait)")
+                    self.__wait_for_threads_to_finish(timeout)
+                else:
+                    pydev_log.debug("PyDB.dispose_and_kill_all_pydevd_threads (already disposed - no wait)")
+                return
+
+            pydev_log.debug("PyDB.dispose_and_kill_all_pydevd_threads (first call)")
+
+            # Wait until a time when there are no commands being processed to kill the threads.
+            started_at = time.time()
+            while time.time() < started_at + timeout:
+                with self._main_lock:
+                    writer = self.writer
+                    if writer is None or writer.empty():
+                        pydev_log.debug("PyDB.dispose_and_kill_all_pydevd_threads no commands being processed.")
+                        break
+            else:
+                pydev_log.debug("PyDB.dispose_and_kill_all_pydevd_threads timed out waiting for writer to be empty.")
+
+            pydb_daemon_threads = set(self.created_pydb_daemon_threads)
+            for t in pydb_daemon_threads:
+                if hasattr(t, 'do_kill_pydev_thread'):
+                    pydev_log.debug("PyDB.dispose_and_kill_all_pydevd_threads killing thread: %s", t)
+                    t.do_kill_pydev_thread()
+
+            if wait:
+                self.__wait_for_threads_to_finish(timeout)
+            else:
+                pydev_log.debug("PyDB.dispose_and_kill_all_pydevd_threads: no wait")
+
+            py_db = get_global_debugger()
+            if py_db is self:
+                set_global_debugger(None)
+        except:
+            pydev_log.debug("PyDB.dispose_and_kill_all_pydevd_threads: exception")
+            try:
+                if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 3:
+                    pydev_log.exception()
+            except:
+                pass
+        finally:
+            pydev_log.debug("PyDB.dispose_and_kill_all_pydevd_threads: finished")
+
+    def prepare_to_run(self):
+        ''' Shared code to prepare debugging by installing traces and registering threads '''
+        self.patch_threads()
+        self.start_auxiliary_daemon_threads()
+
+    def patch_threads(self):
+        try:
+            # not available in jython!
+            threading.settrace(self.trace_dispatch)  # for all future threads
+        except:
+            pass
+
+        from _pydev_bundle.pydev_monkey import patch_thread_modules
+        patch_thread_modules()
+
+    def run(self, file, globals=None, locals=None, is_module=False, set_trace=True):
+        module_name = None
+        entry_point_fn = ''
+        if is_module:
+            # When launching with `python -m <module>`, python automatically adds
+            # an empty path to the PYTHONPATH which resolves files in the current
+            # directory, so, depending how pydevd itself is launched, we may need
+            # to manually add such an entry to properly resolve modules in the
+            # current directory (see: https://github.com/Microsoft/ptvsd/issues/1010).
+            if '' not in sys.path:
+                sys.path.insert(0, '')
+            file, _, entry_point_fn = file.partition(':')
+            module_name = file
+            filename = get_fullname(file)
+            if filename is None:
+                mod_dir = get_package_dir(module_name)
+                if mod_dir is None:
+                    sys.stderr.write("No module named %s\n" % file)
+                    return
+                else:
+                    filename = get_fullname("%s.__main__" % module_name)
+                    if filename is None:
+                        sys.stderr.write("No module named %s\n" % file)
+                        return
+                    else:
+                        file = filename
+            else:
+                file = filename
+                mod_dir = os.path.dirname(filename)
+                main_py = os.path.join(mod_dir, '__main__.py')
+                main_pyc = os.path.join(mod_dir, '__main__.pyc')
+                if filename.endswith('__init__.pyc'):
+                    if os.path.exists(main_pyc):
+                        filename = main_pyc
+                    elif os.path.exists(main_py):
+                        filename = main_py
+                elif filename.endswith('__init__.py'):
+                    if os.path.exists(main_pyc) and not os.path.exists(main_py):
+                        filename = main_pyc
+                    elif os.path.exists(main_py):
+                        filename = main_py
+
+            sys.argv[0] = filename
+
+        if os.path.isdir(file):
+            new_target = os.path.join(file, '__main__.py')
+            if os.path.isfile(new_target):
+                file = new_target
+
+        m = None
+        if globals is None:
+            m = save_main_module(file, 'pydevd')
+            globals = m.__dict__
+            try:
+                globals['__builtins__'] = __builtins__
+            except NameError:
+                pass  # Not there on Jython...
+
+        if locals is None:
+            locals = globals
+
+        # Predefined (writable) attributes: __name__ is the module's name;
+        # __doc__ is the module's documentation string, or None if unavailable;
+        # __file__ is the pathname of the file from which the module was loaded,
+        # if it was loaded from a file. The __file__ attribute is not present for
+        # C modules that are statically linked into the interpreter; for extension modules
+        # loaded dynamically from a shared library, it is the pathname of the shared library file.
+
+        # I think this is an ugly hack, bug it works (seems to) for the bug that says that sys.path should be the same in
+        # debug and run.
+        if sys.path[0] != '' and m is not None and m.__file__.startswith(sys.path[0]):
+            # print >> sys.stderr, 'Deleting: ', sys.path[0]
+            del sys.path[0]
+
+        if not is_module:
+            # now, the local directory has to be added to the pythonpath
+            # sys.path.insert(0, os.getcwd())
+            # Changed: it's not the local directory, but the directory of the file launched
+            # The file being run must be in the pythonpath (even if it was not before)
+            sys.path.insert(0, os.path.split(os_path_abspath(file))[0])
+
+        if set_trace:
+            self.wait_for_ready_to_run()
+
+            # call prepare_to_run when we already have all information about breakpoints
+            self.prepare_to_run()
+
+        t = threadingCurrentThread()
+        thread_id = get_current_thread_id(t)
+
+        if self.thread_analyser is not None:
+            wrap_threads()
+            self.thread_analyser.set_start_time(cur_time())
+            send_concurrency_message("threading_event", 0, t.name, thread_id, "thread", "start", file, 1, None, parent=thread_id)
+
+        if self.asyncio_analyser is not None:
+            # we don't have main thread in asyncio graph, so we should add a fake event
+            send_concurrency_message("asyncio_event", 0, "Task", "Task", "thread", "stop", file, 1, frame=None, parent=None)
+
+        try:
+            if INTERACTIVE_MODE_AVAILABLE:
+                self.init_gui_support()
+        except:
+            pydev_log.exception("Matplotlib support in debugger failed")
+
+        if hasattr(sys, 'exc_clear'):
+            # we should clean exception information in Python 2, before user's code execution
+            sys.exc_clear()
+
+        # Notify that the main thread is created.
+        self.notify_thread_created(thread_id, t)
+
+        # Note: important: set the tracing right before calling _exec.
+        if set_trace:
+            self.enable_tracing()
+
+        return self._exec(is_module, entry_point_fn, module_name, file, globals, locals)
+
+    def _exec(self, is_module, entry_point_fn, module_name, file, globals, locals):
+        '''
+        This function should have frames tracked by unhandled exceptions (the `_exec` name is important).
+        '''
+        if not is_module:
+            globals = pydevd_runpy.run_path(file, globals, '__main__')
+        else:
+            # treat ':' as a separator between module and entry point function
+            # if there is no entry point we run we same as with -m switch. Otherwise we perform
+            # an import and execute the entry point
+            if entry_point_fn:
+                mod = __import__(module_name, level=0, fromlist=[entry_point_fn], globals=globals, locals=locals)
+                func = getattr(mod, entry_point_fn)
+                func()
+            else:
+                # Run with the -m switch
+                globals = pydevd_runpy._run_module_as_main(module_name, alter_argv=False)
+        return globals
+
+    def wait_for_commands(self, globals):
+        self._activate_gui_if_needed()
+
+        thread = threading.current_thread()
+        from _pydevd_bundle import pydevd_frame_utils
+        frame = pydevd_frame_utils.Frame(None, -1, pydevd_frame_utils.FCode("Console",
+                                                                            os.path.abspath(os.path.dirname(__file__))), globals, globals)
+        thread_id = get_current_thread_id(thread)
+        self.add_fake_frame(thread_id, id(frame), frame)
+
+        cmd = self.cmd_factory.make_show_console_message(self, thread_id, frame)
+        if self.writer is not None:
+            self.writer.add_command(cmd)
+
+        while True:
+            if self.gui_in_use:
+                # call input hooks if only GUI is in use
+                self._call_input_hook()
+            self.process_internal_commands()
+            time.sleep(0.01)
+
+
+class IDAPMessagesListener(object):
+
+    def before_send(self, message_as_dict):
+        '''
+        Called just before a message is sent to the IDE.
+
+        :type message_as_dict: dict
+        '''
+
+    def after_receive(self, message_as_dict):
+        '''
+        Called just after a message is received from the IDE.
+
+        :type message_as_dict: dict
+        '''
+
+
+def add_dap_messages_listener(dap_messages_listener):
+    '''
+    Adds a listener for the DAP (debug adapter protocol) messages.
+
+    :type dap_messages_listener: IDAPMessagesListener
+
+    :note: messages from the xml backend are not notified through this API.
+
+    :note: the notifications are sent from threads and they are not synchronized (so,
+    it's possible that a message is sent and received from different threads at the same time).
+    '''
+    py_db = get_global_debugger()
+    if py_db is None:
+        raise AssertionError('PyDB is still not setup.')
+
+    py_db.add_dap_messages_listener(dap_messages_listener)
+
+
+def send_json_message(msg):
+    '''
+    API to send some custom json message.
+
+    :param dict|pydevd_schema.BaseSchema msg:
+        The custom message to be sent.
+
+    :return bool:
+        True if the message was added to the queue to be sent and False otherwise.
+    '''
+    py_db = get_global_debugger()
+    if py_db is None:
+        return False
+
+    writer = py_db.writer
+    if writer is None:
+        return False
+
+    cmd = NetCommand(-1, 0, msg, is_json=True)
+    writer.add_command(cmd)
+    return True
+
+
+def set_debug(setup):
+    setup['DEBUG_RECORD_SOCKET_READS'] = True
+    setup['DEBUG_TRACE_BREAKPOINTS'] = 1
+    setup['DEBUG_TRACE_LEVEL'] = 3
+
+
+def enable_qt_support(qt_support_mode):
+    from _pydev_bundle import pydev_monkey_qt
+    pydev_monkey_qt.patch_qt(qt_support_mode)
+
+
+def start_dump_threads_thread(filename_template, timeout, recurrent):
+    '''
+    Helper to dump threads after a timeout.
+
+    :param filename_template:
+        A template filename, such as 'c:/temp/thread_dump_%s.txt', where the %s will
+        be replaced by the time for the dump.
+    :param timeout:
+        The timeout (in seconds) for the dump.
+    :param recurrent:
+        If True we'll keep on doing thread dumps.
+    '''
+    assert filename_template.count('%s') == 1, \
+        'Expected one %%s to appear in: %s' % (filename_template,)
+
+    def _threads_on_timeout():
+        try:
+            while True:
+                time.sleep(timeout)
+                filename = filename_template % (time.time(),)
+                try:
+                    os.makedirs(os.path.dirname(filename))
+                except Exception:
+                    pass
+                with open(filename, 'w') as stream:
+                    dump_threads(stream)
+                if not recurrent:
+                    return
+        except Exception:
+            pydev_log.exception()
+
+    t = threading.Thread(target=_threads_on_timeout)
+    mark_as_pydevd_daemon_thread(t)
+    t.start()
+
+
+def dump_threads(stream=None):
+    '''
+    Helper to dump thread info (default is printing to stderr).
+    '''
+    pydevd_utils.dump_threads(stream)
+
+
+def usage(doExit=0):
+    sys.stdout.write('Usage:\n')
+    sys.stdout.write('pydevd.py --port N [(--client hostname) | --server] --file executable [file_options]\n')
+    if doExit:
+        sys.exit(0)
+
+
+def _init_stdout_redirect():
+    pydevd_io.redirect_stream_to_pydb_io_messages(std='stdout')
+
+
+def _init_stderr_redirect():
+    pydevd_io.redirect_stream_to_pydb_io_messages(std='stderr')
+
+
+def _enable_attach(
+    address,
+    dont_trace_start_patterns=(),
+    dont_trace_end_patterns=(),
+    patch_multiprocessing=False,
+    access_token=None,
+    client_access_token=None,
+    ):
+    '''
+    Starts accepting connections at the given host/port. The debugger will not be initialized nor
+    configured, it'll only start accepting connections (and will have the tracing setup in this
+    thread).
+
+    Meant to be used with the DAP (Debug Adapter Protocol) with _wait_for_attach().
+
+    :param address: (host, port)
+    :type address: tuple(str, int)
+    '''
+    host = address[0]
+    port = int(address[1])
+
+    if SetupHolder.setup is not None:
+        if port != SetupHolder.setup['port']:
+            raise AssertionError('Unable to listen in port: %s (already listening in port: %s)' % (port, SetupHolder.setup['port']))
+    settrace(
+        host=host,
+        port=port,
+        suspend=False,
+        wait_for_ready_to_run=False,
+        block_until_connected=False,
+        dont_trace_start_patterns=dont_trace_start_patterns,
+        dont_trace_end_patterns=dont_trace_end_patterns,
+        patch_multiprocessing=patch_multiprocessing,
+        access_token=access_token,
+        client_access_token=client_access_token,
+    )
+
+    py_db = get_global_debugger()
+    py_db.wait_for_server_socket_ready()
+    return py_db._server_socket_name
+
+
+def _wait_for_attach(cancel=None):
+    '''
+    Meant to be called after _enable_attach() -- the current thread will only unblock after a
+    connection is in place and the DAP (Debug Adapter Protocol) sends the ConfigurationDone
+    request.
+    '''
+    py_db = get_global_debugger()
+    if py_db is None:
+        raise AssertionError('Debugger still not created. Please use _enable_attach() before using _wait_for_attach().')
+
+    py_db.block_until_configuration_done(cancel=cancel)
+
+
+def _is_attached():
+    '''
+    Can be called any time to check if the connection was established and the DAP (Debug Adapter Protocol) has sent
+    the ConfigurationDone request.
+    '''
+    py_db = get_global_debugger()
+    return (py_db is not None) and py_db.is_attached()
+
+
+#=======================================================================================================================
+# settrace
+#=======================================================================================================================
+def settrace(
+    host=None,
+    stdout_to_server=False,
+    stderr_to_server=False,
+    port=5678,
+    suspend=True,
+    trace_only_current_thread=False,
+    overwrite_prev_trace=False,
+    patch_multiprocessing=False,
+    stop_at_frame=None,
+    block_until_connected=True,
+    wait_for_ready_to_run=True,
+    dont_trace_start_patterns=(),
+    dont_trace_end_patterns=(),
+    access_token=None,
+    client_access_token=None,
+    notify_stdin=True,
+    **kwargs
+    ):
+    '''Sets the tracing function with the pydev debug function and initializes needed facilities.
+
+    :param host: the user may specify another host, if the debug server is not in the same machine (default is the local
+        host)
+
+    :param stdout_to_server: when this is true, the stdout is passed to the debug server
+
+    :param stderr_to_server: when this is true, the stderr is passed to the debug server
+        so that they are printed in its console and not in this process console.
+
+    :param port: specifies which port to use for communicating with the server (note that the server must be started
+        in the same port). @note: currently it's hard-coded at 5678 in the client
+
+    :param suspend: whether a breakpoint should be emulated as soon as this function is called.
+
+    :param trace_only_current_thread: determines if only the current thread will be traced or all current and future
+        threads will also have the tracing enabled.
+
+    :param overwrite_prev_trace: deprecated
+
+    :param patch_multiprocessing: if True we'll patch the functions which create new processes so that launched
+        processes are debugged.
+
+    :param stop_at_frame: if passed it'll stop at the given frame, otherwise it'll stop in the function which
+        called this method.
+
+    :param wait_for_ready_to_run: if True settrace will block until the ready_to_run flag is set to True,
+        otherwise, it'll set ready_to_run to True and this function won't block.
+
+        Note that if wait_for_ready_to_run == False, there are no guarantees that the debugger is synchronized
+        with what's configured in the client (IDE), the only guarantee is that when leaving this function
+        the debugger will be already connected.
+
+    :param dont_trace_start_patterns: if set, then any path that starts with one fo the patterns in the collection
+        will not be traced
+
+    :param dont_trace_end_patterns: if set, then any path that ends with one fo the patterns in the collection
+        will not be traced
+
+    :param access_token: token to be sent from the client (i.e.: IDE) to the debugger when a connection
+        is established (verified by the debugger).
+
+    :param client_access_token: token to be sent from the debugger to the client (i.e.: IDE) when
+        a connection is established (verified by the client).
+
+    :param notify_stdin:
+        If True sys.stdin will be patched to notify the client when a message is requested
+        from the IDE. This is done so that when reading the stdin the client is notified.
+        Clients may need this to know when something that is being written should be interpreted
+        as an input to the process or as a command to be evaluated.
+        Note that parallel-python has issues with this (because it tries to assert that sys.stdin
+        is of a given type instead of just checking that it has what it needs).
+    '''
+
+    stdout_to_server = stdout_to_server or kwargs.get('stdoutToServer', False)  # Backward compatibility
+    stderr_to_server = stderr_to_server or kwargs.get('stderrToServer', False)  # Backward compatibility
+
+    # Internal use (may be used to set the setup info directly for subprocesess).
+    __setup_holder__ = kwargs.get('__setup_holder__')
+
+    with _set_trace_lock:
+        _locked_settrace(
+            host,
+            stdout_to_server,
+            stderr_to_server,
+            port,
+            suspend,
+            trace_only_current_thread,
+            patch_multiprocessing,
+            stop_at_frame,
+            block_until_connected,
+            wait_for_ready_to_run,
+            dont_trace_start_patterns,
+            dont_trace_end_patterns,
+            access_token,
+            client_access_token,
+            __setup_holder__=__setup_holder__,
+            notify_stdin=notify_stdin,
+        )
+
+
+_set_trace_lock = ForkSafeLock()
+
+
+def _locked_settrace(
+    host,
+    stdout_to_server,
+    stderr_to_server,
+    port,
+    suspend,
+    trace_only_current_thread,
+    patch_multiprocessing,
+    stop_at_frame,
+    block_until_connected,
+    wait_for_ready_to_run,
+    dont_trace_start_patterns,
+    dont_trace_end_patterns,
+    access_token,
+    client_access_token,
+    __setup_holder__,
+    notify_stdin,
+    ):
+    if patch_multiprocessing:
+        try:
+            from _pydev_bundle import pydev_monkey
+        except:
+            pass
+        else:
+            pydev_monkey.patch_new_process_functions()
+
+    if host is None:
+        from _pydev_bundle import pydev_localhost
+        host = pydev_localhost.get_localhost()
+
+    global _global_redirect_stdout_to_server
+    global _global_redirect_stderr_to_server
+
+    py_db = get_global_debugger()
+    if __setup_holder__:
+        SetupHolder.setup = __setup_holder__
+    if py_db is None:
+        py_db = PyDB()
+        pydevd_vm_type.setup_type()
+
+        if SetupHolder.setup is None:
+            setup = {
+                'client': host,  # dispatch expects client to be set to the host address when server is False
+                'server': False,
+                'port': int(port),
+                'multiprocess': patch_multiprocessing,
+                'skip-notify-stdin': not notify_stdin,
+            }
+            SetupHolder.setup = setup
+
+        if access_token is not None:
+            py_db.authentication.access_token = access_token
+            SetupHolder.setup['access-token'] = access_token
+        if client_access_token is not None:
+            py_db.authentication.client_access_token = client_access_token
+            SetupHolder.setup['client-access-token'] = client_access_token
+
+        if block_until_connected:
+            py_db.connect(host, port)  # Note: connect can raise error.
+        else:
+            # Create a dummy writer and wait for the real connection.
+            py_db.writer = WriterThread(NULL, py_db, terminate_on_socket_close=False)
+            py_db.create_wait_for_connection_thread()
+
+        if dont_trace_start_patterns or dont_trace_end_patterns:
+            PyDevdAPI().set_dont_trace_start_end_patterns(py_db, dont_trace_start_patterns, dont_trace_end_patterns)
+
+        _global_redirect_stdout_to_server = stdout_to_server
+        _global_redirect_stderr_to_server = stderr_to_server
+
+        if _global_redirect_stdout_to_server:
+            _init_stdout_redirect()
+
+        if _global_redirect_stderr_to_server:
+            _init_stderr_redirect()
+
+        if notify_stdin:
+            patch_stdin()
+
+        t = threadingCurrentThread()
+        additional_info = set_additional_thread_info(t)
+
+        if not wait_for_ready_to_run:
+            py_db.ready_to_run = True
+
+        py_db.wait_for_ready_to_run()
+        py_db.start_auxiliary_daemon_threads()
+
+        try:
+            if INTERACTIVE_MODE_AVAILABLE:
+                py_db.init_gui_support()
+        except:
+            pydev_log.exception("Matplotlib support in debugger failed")
+
+        if trace_only_current_thread:
+            py_db.enable_tracing()
+        else:
+            # Trace future threads.
+            py_db.patch_threads()
+
+            py_db.enable_tracing(py_db.trace_dispatch, apply_to_all_threads=True)
+
+            # As this is the first connection, also set tracing for any untraced threads
+            py_db.set_tracing_for_untraced_contexts()
+
+        py_db.set_trace_for_frame_and_parents(get_frame().f_back)
+
+        with CustomFramesContainer.custom_frames_lock:  # @UndefinedVariable
+            for _frameId, custom_frame in CustomFramesContainer.custom_frames.items():
+                py_db.set_trace_for_frame_and_parents(custom_frame.frame)
+
+    else:
+        # ok, we're already in debug mode, with all set, so, let's just set the break
+        if access_token is not None:
+            py_db.authentication.access_token = access_token
+        if client_access_token is not None:
+            py_db.authentication.client_access_token = client_access_token
+
+        py_db.set_trace_for_frame_and_parents(get_frame().f_back)
+
+        t = threadingCurrentThread()
+        additional_info = set_additional_thread_info(t)
+
+        if trace_only_current_thread:
+            py_db.enable_tracing()
+        else:
+            # Trace future threads.
+            py_db.patch_threads()
+            py_db.enable_tracing(py_db.trace_dispatch, apply_to_all_threads=True)
+
+    # Suspend as the last thing after all tracing is in place.
+    if suspend:
+        if stop_at_frame is not None:
+            # If the step was set we have to go to run state and
+            # set the proper frame for it to stop.
+            additional_info.pydev_state = STATE_RUN
+            additional_info.pydev_original_step_cmd = CMD_STEP_OVER
+            additional_info.pydev_step_cmd = CMD_STEP_OVER
+            additional_info.pydev_step_stop = stop_at_frame
+            additional_info.suspend_type = PYTHON_SUSPEND
+        else:
+            # Ask to break as soon as possible.
+            py_db.set_suspend(t, CMD_SET_BREAK)
+
+
+def stoptrace():
+    pydev_log.debug("pydevd.stoptrace()")
+    pydevd_tracing.restore_sys_set_trace_func()
+    sys.settrace(None)
+    try:
+        # not available in jython!
+        threading.settrace(None)  # for all future threads
+    except:
+        pass
+
+    from _pydev_bundle.pydev_monkey import undo_patch_thread_modules
+    undo_patch_thread_modules()
+
+    # Either or both standard streams can be closed at this point,
+    # in which case flush() will fail.
+    try:
+        sys.stdout.flush()
+    except:
+        pass
+    try:
+        sys.stderr.flush()
+    except:
+        pass
+
+    py_db = get_global_debugger()
+
+    if py_db is not None:
+        py_db.dispose_and_kill_all_pydevd_threads()
+
+
+class Dispatcher(object):
+
+    def __init__(self):
+        self.port = None
+
+    def connect(self, host, port):
+        self.host = host
+        self.port = port
+        self.client = start_client(self.host, self.port)
+        self.reader = DispatchReader(self)
+        self.reader.pydev_do_not_trace = False  # we run reader in the same thread so we don't want to loose tracing
+        self.reader.run()
+
+    def close(self):
+        try:
+            self.reader.do_kill_pydev_thread()
+        except:
+            pass
+
+
+class DispatchReader(ReaderThread):
+
+    def __init__(self, dispatcher):
+        self.dispatcher = dispatcher
+
+        ReaderThread.__init__(
+            self,
+            get_global_debugger(),
+            self.dispatcher.client,
+            PyDevJsonCommandProcessor=PyDevJsonCommandProcessor,
+            process_net_command=process_net_command,
+        )
+
+    @overrides(ReaderThread._on_run)
+    def _on_run(self):
+        dummy_thread = threading.current_thread()
+        dummy_thread.is_pydev_daemon_thread = False
+        return ReaderThread._on_run(self)
+
+    @overrides(PyDBDaemonThread.do_kill_pydev_thread)
+    def do_kill_pydev_thread(self):
+        if not self._kill_received:
+            ReaderThread.do_kill_pydev_thread(self)
+            try:
+                self.sock.shutdown(SHUT_RDWR)
+            except:
+                pass
+            try:
+                self.sock.close()
+            except:
+                pass
+
+    def process_command(self, cmd_id, seq, text):
+        if cmd_id == 99:
+            self.dispatcher.port = int(text)
+            self._kill_received = True
+
+
+DISPATCH_APPROACH_NEW_CONNECTION = 1  # Used by PyDev
+DISPATCH_APPROACH_EXISTING_CONNECTION = 2  # Used by PyCharm
+DISPATCH_APPROACH = DISPATCH_APPROACH_NEW_CONNECTION
+
+
+def dispatch():
+    setup = SetupHolder.setup
+    host = setup['client']
+    port = setup['port']
+    if DISPATCH_APPROACH == DISPATCH_APPROACH_EXISTING_CONNECTION:
+        dispatcher = Dispatcher()
+        try:
+            dispatcher.connect(host, port)
+            port = dispatcher.port
+        finally:
+            dispatcher.close()
+    return host, port
+
+
+def settrace_forked(setup_tracing=True):
+    '''
+    When creating a fork from a process in the debugger, we need to reset the whole debugger environment!
+    '''
+    from _pydevd_bundle.pydevd_constants import GlobalDebuggerHolder
+    py_db = GlobalDebuggerHolder.global_dbg
+    if py_db is not None:
+        py_db.created_pydb_daemon_threads = {}  # Just making sure we won't touch those (paused) threads.
+        py_db = None
+
+    GlobalDebuggerHolder.global_dbg = None
+    threading.current_thread().additional_info = None
+
+    # Make sure that we keep the same access tokens for subprocesses started through fork.
+    setup = SetupHolder.setup
+    if setup is None:
+        setup = {}
+    else:
+        # i.e.: Get the ppid at this point as it just changed.
+        # If we later do an exec() it should remain the same ppid.
+        setup[pydevd_constants.ARGUMENT_PPID] = PyDevdAPI().get_ppid()
+    access_token = setup.get('access-token')
+    client_access_token = setup.get('client-access-token')
+
+    if setup_tracing:
+        from _pydevd_frame_eval.pydevd_frame_eval_main import clear_thread_local_info
+        host, port = dispatch()
+
+    import pydevd_tracing
+    pydevd_tracing.restore_sys_set_trace_func()
+
+    if setup_tracing:
+        if port is not None:
+            custom_frames_container_init()
+
+            if clear_thread_local_info is not None:
+                clear_thread_local_info()
+
+            settrace(
+                    host,
+                    port=port,
+                    suspend=False,
+                    trace_only_current_thread=False,
+                    overwrite_prev_trace=True,
+                    patch_multiprocessing=True,
+                    access_token=access_token,
+                    client_access_token=client_access_token,
+            )
+
+
+@contextmanager
+def skip_subprocess_arg_patch():
+    '''
+    May be used to skip the monkey-patching that pydevd does to
+    skip changing arguments to embed the debugger into child processes.
+
+    i.e.:
+
+    with pydevd.skip_subprocess_arg_patch():
+        subprocess.call(...)
+    '''
+    from _pydev_bundle import pydev_monkey
+    with pydev_monkey.skip_subprocess_arg_patch():
+        yield
+
+
+def add_dont_terminate_child_pid(pid):
+    '''
+    May be used to ask pydevd to skip the termination of some process
+    when it's asked to terminate (debug adapter protocol only).
+
+    :param int pid:
+        The pid to be ignored.
+
+    i.e.:
+
+    process = subprocess.Popen(...)
+    pydevd.add_dont_terminate_child_pid(process.pid)
+    '''
+    py_db = get_global_debugger()
+    if py_db is not None:
+        py_db.dont_terminate_child_pids.add(pid)
+
+
+class SetupHolder:
+
+    setup = None
+
+
+def apply_debugger_options(setup_options):
+    """
+
+    :type setup_options: dict[str, bool]
+    """
+    default_options = {'save-signatures': False, 'qt-support': ''}
+    default_options.update(setup_options)
+    setup_options = default_options
+
+    debugger = get_global_debugger()
+    if setup_options['save-signatures']:
+        if pydevd_vm_type.get_vm_type() == pydevd_vm_type.PydevdVmType.JYTHON:
+            sys.stderr.write("Collecting run-time type information is not supported for Jython\n")
+        else:
+            # Only import it if we're going to use it!
+            from _pydevd_bundle.pydevd_signature import SignatureFactory
+            debugger.signature_factory = SignatureFactory()
+
+    if setup_options['qt-support']:
+        enable_qt_support(setup_options['qt-support'])
+
+
+@call_only_once
+def patch_stdin():
+    _internal_patch_stdin(None, sys, getpass_mod)
+
+
+def _internal_patch_stdin(py_db=None, sys=None, getpass_mod=None):
+    '''
+    Note: don't use this function directly, use `patch_stdin()` instead.
+    (this function is only meant to be used on test-cases to avoid patching the actual globals).
+    '''
+    # Patch stdin so that we notify when readline() is called.
+    original_sys_stdin = sys.stdin
+    debug_console_stdin = DebugConsoleStdIn(py_db, original_sys_stdin)
+    sys.stdin = debug_console_stdin
+
+    _original_getpass = getpass_mod.getpass
+
+    @functools.wraps(_original_getpass)
+    def getpass(*args, **kwargs):
+        with DebugConsoleStdIn.notify_input_requested(debug_console_stdin):
+            try:
+                curr_stdin = sys.stdin
+                if curr_stdin is debug_console_stdin:
+                    sys.stdin = original_sys_stdin
+                return _original_getpass(*args, **kwargs)
+            finally:
+                sys.stdin = curr_stdin
+
+    getpass_mod.getpass = getpass
+
+# Dispatch on_debugger_modules_loaded here, after all primary py_db modules are loaded
+
+
+for handler in pydevd_extension_utils.extensions_of_type(DebuggerEventHandler):
+    handler.on_debugger_modules_loaded(debugger_version=__version__)
+
+
+#=======================================================================================================================
+# main
+#=======================================================================================================================
+def main():
+
+    # parse the command line. --file is our last argument that is required
+    pydev_log.debug("Initial arguments: %s", (sys.argv,))
+    pydev_log.debug("Current pid: %s", os.getpid())
+    try:
+        from _pydevd_bundle.pydevd_command_line_handling import process_command_line
+        setup = process_command_line(sys.argv)
+        SetupHolder.setup = setup
+    except ValueError:
+        pydev_log.exception()
+        usage(1)
+
+    if setup['print-in-debugger-startup']:
+        try:
+            pid = ' (pid: %s)' % os.getpid()
+        except:
+            pid = ''
+        sys.stderr.write("pydev debugger: starting%s\n" % pid)
+
+    pydev_log.debug("Executing file %s", setup['file'])
+    pydev_log.debug("arguments: %s", (sys.argv,))
+
+    pydevd_vm_type.setup_type(setup.get('vm_type', None))
+
+    if SHOW_DEBUG_INFO_ENV:
+        set_debug(setup)
+
+    DebugInfoHolder.DEBUG_RECORD_SOCKET_READS = setup.get('DEBUG_RECORD_SOCKET_READS', DebugInfoHolder.DEBUG_RECORD_SOCKET_READS)
+    DebugInfoHolder.DEBUG_TRACE_BREAKPOINTS = setup.get('DEBUG_TRACE_BREAKPOINTS', DebugInfoHolder.DEBUG_TRACE_BREAKPOINTS)
+    DebugInfoHolder.DEBUG_TRACE_LEVEL = setup.get('DEBUG_TRACE_LEVEL', DebugInfoHolder.DEBUG_TRACE_LEVEL)
+
+    port = setup['port']
+    host = setup['client']
+    f = setup['file']
+    fix_app_engine_debug = False
+
+    debugger = get_global_debugger()
+    if debugger is None:
+        debugger = PyDB()
+
+    try:
+        from _pydev_bundle import pydev_monkey
+    except:
+        pass  # Not usable on jython 2.1
+    else:
+        if setup['multiprocess']:  # PyDev
+            pydev_monkey.patch_new_process_functions()
+
+        elif setup['multiproc']:  # PyCharm
+            pydev_log.debug("Started in multiproc mode\n")
+            global DISPATCH_APPROACH
+            DISPATCH_APPROACH = DISPATCH_APPROACH_EXISTING_CONNECTION
+
+            dispatcher = Dispatcher()
+            try:
+                dispatcher.connect(host, port)
+                if dispatcher.port is not None:
+                    port = dispatcher.port
+                    pydev_log.debug("Received port %d\n", port)
+                    pydev_log.info("pydev debugger: process %d is connecting\n" % os.getpid())
+
+                    try:
+                        pydev_monkey.patch_new_process_functions()
+                    except:
+                        pydev_log.exception("Error patching process functions.")
+                else:
+                    pydev_log.critical("pydev debugger: couldn't get port for new debug process.")
+            finally:
+                dispatcher.close()
+        else:
+            try:
+                pydev_monkey.patch_new_process_functions_with_warning()
+            except:
+                pydev_log.exception("Error patching process functions.")
+
+            # Only do this patching if we're not running with multiprocess turned on.
+            if f.find('dev_appserver.py') != -1:
+                if os.path.basename(f).startswith('dev_appserver.py'):
+                    appserver_dir = os.path.dirname(f)
+                    version_file = os.path.join(appserver_dir, 'VERSION')
+                    if os.path.exists(version_file):
+                        try:
+                            stream = open(version_file, 'r')
+                            try:
+                                for line in stream.read().splitlines():
+                                    line = line.strip()
+                                    if line.startswith('release:'):
+                                        line = line[8:].strip()
+                                        version = line.replace('"', '')
+                                        version = version.split('.')
+                                        if int(version[0]) > 1:
+                                            fix_app_engine_debug = True
+
+                                        elif int(version[0]) == 1:
+                                            if int(version[1]) >= 7:
+                                                # Only fix from 1.7 onwards
+                                                fix_app_engine_debug = True
+                                        break
+                            finally:
+                                stream.close()
+                        except:
+                            pydev_log.exception()
+
+    try:
+        # In the default run (i.e.: run directly on debug mode), we try to patch stackless as soon as possible
+        # on a run where we have a remote debug, we may have to be more careful because patching stackless means
+        # that if the user already had a stackless.set_schedule_callback installed, he'd loose it and would need
+        # to call it again (because stackless provides no way of getting the last function which was registered
+        # in set_schedule_callback).
+        #
+        # So, ideally, if there's an application using stackless and the application wants to use the remote debugger
+        # and benefit from stackless debugging, the application itself must call:
+        #
+        # import pydevd_stackless
+        # pydevd_stackless.patch_stackless()
+        #
+        # itself to be able to benefit from seeing the tasklets created before the remote debugger is attached.
+        from _pydevd_bundle import pydevd_stackless
+        pydevd_stackless.patch_stackless()
+    except:
+        # It's ok not having stackless there...
+        try:
+            if hasattr(sys, 'exc_clear'):
+                sys.exc_clear()  # the exception information should be cleaned in Python 2
+        except:
+            pass
+
+    is_module = setup['module']
+    if not setup['skip-notify-stdin']:
+        patch_stdin()
+
+    if setup[pydevd_constants.ARGUMENT_JSON_PROTOCOL]:
+        PyDevdAPI().set_protocol(debugger, 0, JSON_PROTOCOL)
+
+    elif setup[pydevd_constants.ARGUMENT_HTTP_JSON_PROTOCOL]:
+        PyDevdAPI().set_protocol(debugger, 0, HTTP_JSON_PROTOCOL)
+
+    elif setup[pydevd_constants.ARGUMENT_HTTP_PROTOCOL]:
+        PyDevdAPI().set_protocol(debugger, 0, pydevd_constants.HTTP_PROTOCOL)
+
+    elif setup[pydevd_constants.ARGUMENT_QUOTED_LINE_PROTOCOL]:
+        PyDevdAPI().set_protocol(debugger, 0, pydevd_constants.QUOTED_LINE_PROTOCOL)
+
+    access_token = setup['access-token']
+    if access_token:
+        debugger.authentication.access_token = access_token
+
+    client_access_token = setup['client-access-token']
+    if client_access_token:
+        debugger.authentication.client_access_token = client_access_token
+
+    if fix_app_engine_debug:
+        sys.stderr.write("pydev debugger: google app engine integration enabled\n")
+        curr_dir = os.path.dirname(__file__)
+        app_engine_startup_file = os.path.join(curr_dir, 'pydev_app_engine_debug_startup.py')
+
+        sys.argv.insert(1, '--python_startup_script=' + app_engine_startup_file)
+        import json
+        setup['pydevd'] = __file__
+        sys.argv.insert(2, '--python_startup_args=%s' % json.dumps(setup),)
+        sys.argv.insert(3, '--automatic_restart=no')
+        sys.argv.insert(4, '--max_module_instances=1')
+
+        # Run the dev_appserver
+        debugger.run(setup['file'], None, None, is_module, set_trace=False)
+    else:
+        if setup['save-threading']:
+            debugger.thread_analyser = ThreadingLogger()
+        if setup['save-asyncio']:
+            debugger.asyncio_analyser = AsyncioLogger()
+
+        apply_debugger_options(setup)
+
+        try:
+            debugger.connect(host, port)
+        except:
+            sys.stderr.write("Could not connect to %s: %s\n" % (host, port))
+            pydev_log.exception()
+            sys.exit(1)
+
+        globals = debugger.run(setup['file'], None, None, is_module)
+
+        if setup['cmd-line']:
+            debugger.wait_for_commands(globals)
+
+
+if __name__ == '__main__':
+    main()
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/README.txt b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/README.txt
new file mode 120000
index 0000000..9ac001e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/README.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/26/26/cb/a1d538973c2f1b223c4cd6df621bbadba30fa58377cf8600c3cdb34cf5
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/__pycache__/_always_live_program.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/__pycache__/_always_live_program.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/__pycache__/attach_script.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/__pycache__/attach_script.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/_always_live_program.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/_always_live_program.py
new file mode 120000
index 0000000..3382181
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/_always_live_program.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/23/c0/9b/ab64d1d387deae13750cc76cf5a8054ea17c4524fa3f0e9d883147afaa
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/_check.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/_check.py
new file mode 100644
index 0000000..2dbeafe
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/_check.py
@@ -0,0 +1,2 @@
+import add_code_to_python_process
+print(add_code_to_python_process.run_python_code(3736, "print(20)", connect_debugger_tracing=False))
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/_test_attach_to_process.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/_test_attach_to_process.py
new file mode 120000
index 0000000..4f8c4df
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/_test_attach_to_process.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/90/cf/4b/160cd7fea4287c36ff5f48583126fc41fa206be7b1281967837fff299c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/_test_attach_to_process_linux.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/_test_attach_to_process_linux.py
new file mode 120000
index 0000000..218a195
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/_test_attach_to_process_linux.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/01/32/fc/5af35c18f8b7c131ed4d02f6dd484ac676ed1bd770077313644882fb61
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/add_code_to_python_process.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/add_code_to_python_process.py
new file mode 100644
index 0000000..462feae
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/add_code_to_python_process.py
@@ -0,0 +1,606 @@
+r'''
+Copyright: Brainwy Software Ltda.
+
+License: EPL.
+=============
+
+Works for Windows by using an executable that'll inject a dll to a process and call a function.
+
+Note: https://github.com/fabioz/winappdbg is used just to determine if the target process is 32 or 64 bits.
+
+Works for Linux relying on gdb.
+
+Limitations:
+============
+
+    Linux:
+    ------
+
+        1. It possible that ptrace is disabled: /etc/sysctl.d/10-ptrace.conf
+
+        Note that even enabling it in /etc/sysctl.d/10-ptrace.conf (i.e.: making the
+        ptrace_scope=0), it's possible that we need to run the application that'll use ptrace (or
+        gdb in this case) as root (so, we must sudo the python which'll run this module).
+
+        2. It currently doesn't work in debug builds (i.e.: python_d)
+
+
+Other implementations:
+- pyrasite.com:
+    GPL
+    Windows/linux (in Linux it also uses gdb to connect -- although specifics are different as we use a dll to execute
+    code with other threads stopped). It's Windows approach is more limited because it doesn't seem to deal properly with
+    Python 3 if threading is disabled.
+
+- https://github.com/google/pyringe:
+    Apache v2.
+    Only linux/Python 2.
+
+- http://pytools.codeplex.com:
+    Apache V2
+    Windows Only (but supports mixed mode debugging)
+    Our own code relies heavily on a part of it: http://pytools.codeplex.com/SourceControl/latest#Python/Product/PyDebugAttach/PyDebugAttach.cpp
+    to overcome some limitations of attaching and running code in the target python executable on Python 3.
+    See: attach.cpp
+
+Linux: References if we wanted to use a pure-python debugger:
+    https://bitbucket.org/haypo/python-ptrace/
+    http://stackoverflow.com/questions/7841573/how-to-get-an-error-message-for-errno-value-in-python
+    Jugaad:
+        https://www.defcon.org/images/defcon-19/dc-19-presentations/Jakhar/DEFCON-19-Jakhar-Jugaad-Linux-Thread-Injection.pdf
+        https://github.com/aseemjakhar/jugaad
+
+Something else (general and not Python related):
+- http://www.codeproject.com/Articles/4610/Three-Ways-to-Inject-Your-Code-into-Another-Proces
+
+Other references:
+- https://github.com/haypo/faulthandler
+- http://nedbatchelder.com/text/trace-function.html
+- https://github.com/python-git/python/blob/master/Python/sysmodule.c (sys_settrace)
+- https://github.com/python-git/python/blob/master/Python/ceval.c (PyEval_SetTrace)
+- https://github.com/python-git/python/blob/master/Python/thread.c (PyThread_get_key_value)
+
+
+To build the dlls needed on windows, visual studio express 13 was used (see compile_dll.bat)
+
+See: attach_pydevd.py to attach the pydev debugger to a running python process.
+'''
+
+# Note: to work with nasm compiling asm to code and decompiling to see asm with shellcode:
+# x:\nasm\nasm-2.07-win32\nasm-2.07\nasm.exe
+# nasm.asm&x:\nasm\nasm-2.07-win32\nasm-2.07\ndisasm.exe -b arch nasm
+import ctypes
+import os
+import struct
+import subprocess
+import sys
+import time
+from contextlib import contextmanager
+import platform
+import traceback
+
+try:
+    TimeoutError = TimeoutError  # @ReservedAssignment
+except NameError:
+
+    class TimeoutError(RuntimeError):  # @ReservedAssignment
+        pass
+
+
+@contextmanager
+def _create_win_event(name):
+    from winappdbg.win32.kernel32 import CreateEventA, WaitForSingleObject, CloseHandle
+
+    manual_reset = False  # i.e.: after someone waits it, automatically set to False.
+    initial_state = False
+    if not isinstance(name, bytes):
+        name = name.encode('utf-8')
+    event = CreateEventA(None, manual_reset, initial_state, name)
+    if not event:
+        raise ctypes.WinError()
+
+    class _WinEvent(object):
+
+        def wait_for_event_set(self, timeout=None):
+            '''
+            :param timeout: in seconds
+            '''
+            if timeout is None:
+                timeout = 0xFFFFFFFF
+            else:
+                timeout = int(timeout * 1000)
+            ret = WaitForSingleObject(event, timeout)
+            if ret in (0, 0x80):
+                return True
+            elif ret == 0x102:
+                # Timed out
+                return False
+            else:
+                raise ctypes.WinError()
+
+    try:
+        yield _WinEvent()
+    finally:
+        CloseHandle(event)
+
+
+IS_WINDOWS = sys.platform == 'win32'
+IS_LINUX = sys.platform in ('linux', 'linux2')
+IS_MAC = sys.platform == 'darwin'
+
+
+def is_python_64bit():
+    return (struct.calcsize('P') == 8)
+
+
+def get_target_filename(is_target_process_64=None, prefix=None, extension=None):
+    # Note: we have an independent (and similar -- but not equal) version of this method in
+    # `pydevd_tracing.py` which should be kept synchronized with this one (we do a copy
+    # because the `pydevd_attach_to_process` is mostly independent and shouldn't be imported in the
+    # debugger -- the only situation where it's imported is if the user actually does an attach to
+    # process, through `attach_pydevd.py`, but this should usually be called from the IDE directly
+    # and not from the debugger).
+    libdir = os.path.dirname(__file__)
+
+    if is_target_process_64 is None:
+        if IS_WINDOWS:
+            # i.e.: On windows the target process could have a different bitness (32bit is emulated on 64bit).
+            raise AssertionError("On windows it's expected that the target bitness is specified.")
+
+        # For other platforms, just use the the same bitness of the process we're running in.
+        is_target_process_64 = is_python_64bit()
+
+    arch = ''
+    if IS_WINDOWS:
+        # prefer not using platform.machine() when possible (it's a bit heavyweight as it may
+        # spawn a subprocess).
+        arch = os.environ.get("PROCESSOR_ARCHITEW6432", os.environ.get('PROCESSOR_ARCHITECTURE', ''))
+
+    if not arch:
+        arch = platform.machine()
+        if not arch:
+            print('platform.machine() did not return valid value.')  # This shouldn't happen...
+            return None
+
+    if IS_WINDOWS:
+        if not extension:
+            extension = '.dll'
+        suffix_64 = 'amd64'
+        suffix_32 = 'x86'
+
+    elif IS_LINUX:
+        if not extension:
+            extension = '.so'
+        suffix_64 = 'amd64'
+        suffix_32 = 'x86'
+
+    elif IS_MAC:
+        if not extension:
+            extension = '.dylib'
+        suffix_64 = 'x86_64'
+        suffix_32 = 'x86'
+
+    else:
+        print('Unable to attach to process in platform: %s', sys.platform)
+        return None
+
+    if arch.lower() not in ('amd64', 'x86', 'x86_64', 'i386', 'x86'):
+        # We don't support this processor by default. Still, let's support the case where the
+        # user manually compiled it himself with some heuristics.
+        #
+        # Ideally the user would provide a library in the format: "attach_<arch>.<extension>"
+        # based on the way it's currently compiled -- see:
+        # - windows/compile_windows.bat
+        # - linux_and_mac/compile_linux.sh
+        # - linux_and_mac/compile_mac.sh
+
+        try:
+            found = [name for name in os.listdir(libdir) if name.startswith('attach_') and name.endswith(extension)]
+        except:
+            print('Error listing dir: %s' % (libdir,))
+            traceback.print_exc()
+            return None
+
+        if prefix:
+            expected_name = prefix + arch + extension
+            expected_name_linux = prefix + 'linux_' + arch + extension
+        else:
+            # Default is looking for the attach_ / attach_linux
+            expected_name = 'attach_' + arch + extension
+            expected_name_linux = 'attach_linux_' + arch + extension
+
+        filename = None
+        if expected_name in found:  # Heuristic: user compiled with "attach_<arch>.<extension>"
+            filename = os.path.join(libdir, expected_name)
+
+        elif IS_LINUX and expected_name_linux in found:  # Heuristic: user compiled with "attach_linux_<arch>.<extension>"
+            filename = os.path.join(libdir, expected_name_linux)
+
+        elif len(found) == 1:  # Heuristic: user removed all libraries and just left his own lib.
+            filename = os.path.join(libdir, found[0])
+
+        else:  # Heuristic: there's one additional library which doesn't seem to be our own. Find the odd one.
+            filtered = [name for name in found if not name.endswith((suffix_64 + extension, suffix_32 + extension))]
+            if len(filtered) == 1:  # If more than one is available we can't be sure...
+                filename = os.path.join(libdir, found[0])
+
+        if filename is None:
+            print(
+                'Unable to attach to process in arch: %s (did not find %s in %s).' % (
+                    arch, expected_name, libdir
+                )
+            )
+            return None
+
+        print('Using %s in arch: %s.' % (filename, arch))
+
+    else:
+        if is_target_process_64:
+            suffix = suffix_64
+        else:
+            suffix = suffix_32
+
+        if not prefix:
+            # Default is looking for the attach_ / attach_linux
+            if IS_WINDOWS or IS_MAC:  # just the extension changes
+                prefix = 'attach_'
+            elif IS_LINUX:
+                prefix = 'attach_linux_'  # historically it has a different name
+            else:
+                print('Unable to attach to process in platform: %s' % (sys.platform,))
+                return None
+
+        filename = os.path.join(libdir, '%s%s%s' % (prefix, suffix, extension))
+
+    if not os.path.exists(filename):
+        print('Expected: %s to exist.' % (filename,))
+        return None
+
+    return filename
+
+
+def run_python_code_windows(pid, python_code, connect_debugger_tracing=False, show_debug_info=0):
+    assert '\'' not in python_code, 'Having a single quote messes with our command.'
+    from winappdbg.process import Process
+    if not isinstance(python_code, bytes):
+        python_code = python_code.encode('utf-8')
+
+    process = Process(pid)
+    bits = process.get_bits()
+    is_target_process_64 = bits == 64
+
+    # Note: this restriction no longer applies (we create a process with the proper bitness from
+    # this process so that the attach works).
+    # if is_target_process_64 != is_python_64bit():
+    #     raise RuntimeError("The architecture of the Python used to connect doesn't match the architecture of the target.\n"
+    #     "Target 64 bits: %s\n"
+    #     "Current Python 64 bits: %s" % (is_target_process_64, is_python_64bit()))
+
+    with _acquire_mutex('_pydevd_pid_attach_mutex_%s' % (pid,), 10):
+        print('--- Connecting to %s bits target (current process is: %s) ---' % (bits, 64 if is_python_64bit() else 32))
+
+        with _win_write_to_shared_named_memory(python_code, pid):
+
+            target_executable = get_target_filename(is_target_process_64, 'inject_dll_', '.exe')
+            if not target_executable:
+                raise RuntimeError('Could not find expected .exe file to inject dll in attach to process.')
+
+            target_dll = get_target_filename(is_target_process_64)
+            if not target_dll:
+                raise RuntimeError('Could not find expected .dll file in attach to process.')
+
+            print('\n--- Injecting attach dll: %s into pid: %s ---' % (os.path.basename(target_dll), pid))
+            args = [target_executable, str(pid), target_dll]
+            subprocess.check_call(args)
+
+            # Now, if the first injection worked, go on to the second which will actually
+            # run the code.
+            target_dll_run_on_dllmain = get_target_filename(is_target_process_64, 'run_code_on_dllmain_', '.dll')
+            if not target_dll_run_on_dllmain:
+                raise RuntimeError('Could not find expected .dll in attach to process.')
+
+            with _create_win_event('_pydevd_pid_event_%s' % (pid,)) as event:
+                print('\n--- Injecting run code dll: %s into pid: %s ---' % (os.path.basename(target_dll_run_on_dllmain), pid))
+                args = [target_executable, str(pid), target_dll_run_on_dllmain]
+                subprocess.check_call(args)
+
+                if not event.wait_for_event_set(10):
+                    print('Timeout error: the attach may not have completed.')
+            print('--- Finished dll injection ---\n')
+
+    return 0
+
+
+@contextmanager
+def _acquire_mutex(mutex_name, timeout):
+    '''
+    Only one process may be attaching to a pid, so, create a system mutex
+    to make sure this holds in practice.
+    '''
+    from winappdbg.win32.kernel32 import CreateMutex, GetLastError, CloseHandle
+    from winappdbg.win32.defines import ERROR_ALREADY_EXISTS
+
+    initial_time = time.time()
+    while True:
+        mutex = CreateMutex(None, True, mutex_name)
+        acquired = GetLastError() != ERROR_ALREADY_EXISTS
+        if acquired:
+            break
+        if time.time() - initial_time > timeout:
+            raise TimeoutError('Unable to acquire mutex to make attach before timeout.')
+        time.sleep(.2)
+
+    try:
+        yield
+    finally:
+        CloseHandle(mutex)
+
+
+@contextmanager
+def _win_write_to_shared_named_memory(python_code, pid):
+    # Use the definitions from winappdbg when possible.
+    from winappdbg.win32 import defines
+    from winappdbg.win32.kernel32 import (
+        CreateFileMapping,
+        MapViewOfFile,
+        CloseHandle,
+        UnmapViewOfFile,
+    )
+
+    memmove = ctypes.cdll.msvcrt.memmove
+    memmove.argtypes = [
+        ctypes.c_void_p,
+        ctypes.c_void_p,
+        defines.SIZE_T,
+    ]
+    memmove.restype = ctypes.c_void_p
+
+    # Note: BUFSIZE must be the same from run_code_in_memory.hpp
+    BUFSIZE = 2048
+    assert isinstance(python_code, bytes)
+    assert len(python_code) > 0, 'Python code must not be empty.'
+    # Note: -1 so that we're sure we'll add a \0 to the end.
+    assert len(python_code) < BUFSIZE - 1, 'Python code must have at most %s bytes (found: %s)' % (BUFSIZE - 1, len(python_code))
+
+    python_code += b'\0' * (BUFSIZE - len(python_code))
+    assert python_code.endswith(b'\0')
+
+    INVALID_HANDLE_VALUE = -1
+    PAGE_READWRITE = 0x4
+    FILE_MAP_WRITE = 0x2
+    filemap = CreateFileMapping(
+        INVALID_HANDLE_VALUE, 0, PAGE_READWRITE, 0, BUFSIZE, u"__pydevd_pid_code_to_run__%s" % (pid,))
+
+    if filemap == INVALID_HANDLE_VALUE or filemap is None:
+        raise Exception("Failed to create named file mapping (ctypes: CreateFileMapping): %s" % (filemap,))
+    try:
+        view = MapViewOfFile(filemap, FILE_MAP_WRITE, 0, 0, 0)
+        if not view:
+            raise Exception("Failed to create view of named file mapping (ctypes: MapViewOfFile).")
+
+        try:
+            memmove(view, python_code, BUFSIZE)
+            yield
+        finally:
+            UnmapViewOfFile(view)
+    finally:
+        CloseHandle(filemap)
+
+
+def run_python_code_linux(pid, python_code, connect_debugger_tracing=False, show_debug_info=0):
+    assert '\'' not in python_code, 'Having a single quote messes with our command.'
+
+    target_dll = get_target_filename()
+    if not target_dll:
+        raise RuntimeError('Could not find .so for attach to process.')
+    target_dll_name = os.path.splitext(os.path.basename(target_dll))[0]
+
+    # Note: we currently don't support debug builds
+    is_debug = 0
+    # Note that the space in the beginning of each line in the multi-line is important!
+    cmd = [
+        'gdb',
+        '--nw',  # no gui interface
+        '--nh',  # no ~/.gdbinit
+        '--nx',  # no .gdbinit
+#         '--quiet',  # no version number on startup
+        '--pid',
+        str(pid),
+        '--batch',
+#         '--batch-silent',
+    ]
+
+    # PYDEVD_GDB_SCAN_SHARED_LIBRARIES can be a list of strings with the shared libraries
+    # which should be scanned by default to make the attach to process (i.e.: libdl, libltdl, libc, libfreebl3).
+    #
+    # The default is scanning all shared libraries, but on some cases this can be in the 20-30
+    # seconds range for some corner cases.
+    # See: https://github.com/JetBrains/intellij-community/pull/1608
+    #
+    # By setting PYDEVD_GDB_SCAN_SHARED_LIBRARIES (to a comma-separated string), it's possible to
+    # specify just a few libraries to be loaded (not many are needed for the attach,
+    # but it can be tricky to pre-specify for all Linux versions as this may change
+    # across different versions).
+    #
+    # See: https://github.com/microsoft/debugpy/issues/762#issuecomment-947103844
+    # for a comment that explains the basic steps on how to discover what should be available
+    # in each case (mostly trying different versions based on the output of gdb).
+    #
+    # The upside is that for cases when too many libraries are loaded the attach could be slower
+    # and just specifying the one that is actually needed for the attach can make it much faster.
+    #
+    # The downside is that it may be dependent on the Linux version being attached to (which is the
+    # reason why this is no longer done by default -- see: https://github.com/microsoft/debugpy/issues/882).
+    gdb_load_shared_libraries = os.environ.get('PYDEVD_GDB_SCAN_SHARED_LIBRARIES', '').strip()
+    if gdb_load_shared_libraries:
+        cmd.extend(["--init-eval-command='set auto-solib-add off'"])  # Don't scan all libraries.
+
+        for lib in gdb_load_shared_libraries.split(','):
+            lib = lib.strip()
+            cmd.extend(["--eval-command='sharedlibrary %s'" % (lib,)])  # Scan the specified library
+
+    cmd.extend(["--eval-command='set scheduler-locking off'"])  # If on we'll deadlock.
+
+    # Leave auto by default (it should do the right thing as we're attaching to a process in the
+    # current host).
+    cmd.extend(["--eval-command='set architecture auto'"])
+
+    cmd.extend([
+        "--eval-command='call (void*)dlopen(\"%s\", 2)'" % target_dll,
+        "--eval-command='sharedlibrary %s'" % target_dll_name,
+        "--eval-command='call (int)DoAttach(%s, \"%s\", %s)'" % (
+            is_debug, python_code, show_debug_info)
+    ])
+
+    # print ' '.join(cmd)
+
+    env = os.environ.copy()
+    # Remove the PYTHONPATH (if gdb has a builtin Python it could fail if we
+    # have the PYTHONPATH for a different python version or some forced encoding).
+    env.pop('PYTHONIOENCODING', None)
+    env.pop('PYTHONPATH', None)
+    print('Running: %s' % (' '.join(cmd)))
+    p = subprocess.Popen(
+        ' '.join(cmd),
+        shell=True,
+        env=env,
+        stdout=subprocess.PIPE,
+        stderr=subprocess.PIPE,
+    )
+    print('Running gdb in target process.')
+    out, err = p.communicate()
+    print('stdout: %s' % (out,))
+    print('stderr: %s' % (err,))
+    return out, err
+
+
+def find_helper_script(filedir, script_name):
+    target_filename = os.path.join(filedir, 'linux_and_mac', script_name)
+    target_filename = os.path.normpath(target_filename)
+    if not os.path.exists(target_filename):
+        raise RuntimeError('Could not find helper script: %s' % target_filename)
+
+    return target_filename
+
+
+def run_python_code_mac(pid, python_code, connect_debugger_tracing=False, show_debug_info=0):
+    assert '\'' not in python_code, 'Having a single quote messes with our command.'
+
+    target_dll = get_target_filename()
+    if not target_dll:
+        raise RuntimeError('Could not find .dylib for attach to process.')
+
+    libdir = os.path.dirname(__file__)
+    lldb_prepare_file = find_helper_script(libdir, 'lldb_prepare.py')
+    # Note: we currently don't support debug builds
+
+    is_debug = 0
+    # Note that the space in the beginning of each line in the multi-line is important!
+    cmd = [
+        'lldb',
+        '--no-lldbinit',  # Do not automatically parse any '.lldbinit' files.
+        # '--attach-pid',
+        # str(pid),
+        # '--arch',
+        # arch,
+        '--script-language',
+        'Python'
+        #         '--batch-silent',
+    ]
+
+    cmd.extend([
+        "-o 'process attach --pid %d'" % pid,
+        "-o 'command script import \"%s\"'" % (lldb_prepare_file,),
+        "-o 'load_lib_and_attach \"%s\" %s \"%s\" %s'" % (target_dll,
+            is_debug, python_code, show_debug_info),
+    ])
+
+    cmd.extend([
+        "-o 'process detach'",
+        "-o 'script import os; os._exit(1)'",
+    ])
+
+    # print ' '.join(cmd)
+
+    env = os.environ.copy()
+    # Remove the PYTHONPATH (if gdb has a builtin Python it could fail if we
+    # have the PYTHONPATH for a different python version or some forced encoding).
+    env.pop('PYTHONIOENCODING', None)
+    env.pop('PYTHONPATH', None)
+    print('Running: %s' % (' '.join(cmd)))
+    p = subprocess.Popen(
+        ' '.join(cmd),
+        shell=True,
+        env=env,
+        stdout=subprocess.PIPE,
+        stderr=subprocess.PIPE,
+        )
+    print('Running lldb in target process.')
+    out, err = p.communicate()
+    print('stdout: %s' % (out,))
+    print('stderr: %s' % (err,))
+    return out, err
+
+
+if IS_WINDOWS:
+    run_python_code = run_python_code_windows
+elif IS_MAC:
+    run_python_code = run_python_code_mac
+elif IS_LINUX:
+    run_python_code = run_python_code_linux
+else:
+
+    def run_python_code(*args, **kwargs):
+        print('Unable to attach to process in platform: %s', sys.platform)
+
+
+def test():
+    print('Running with: %s' % (sys.executable,))
+    code = '''
+import os, time, sys
+print(os.getpid())
+#from threading import Thread
+#Thread(target=str).start()
+if __name__ == '__main__':
+    while True:
+        time.sleep(.5)
+        sys.stdout.write('.\\n')
+        sys.stdout.flush()
+'''
+
+    p = subprocess.Popen([sys.executable, '-u', '-c', code])
+    try:
+        code = 'print("It worked!")\n'
+
+        # Real code will be something as:
+        # code = '''import sys;sys.path.append(r'X:\winappdbg-code\examples'); import imported;'''
+        run_python_code(p.pid, python_code=code)
+        print('\nRun a 2nd time...\n')
+        run_python_code(p.pid, python_code=code)
+
+        time.sleep(3)
+    finally:
+        p.kill()
+
+
+def main(args):
+    # Otherwise, assume the first parameter is the pid and anything else is code to be executed
+    # in the target process.
+    pid = int(args[0])
+    del args[0]
+    python_code = ';'.join(args)
+
+    # Note: on Linux the python code may not have a single quote char: '
+    run_python_code(pid, python_code)
+
+
+if __name__ == '__main__':
+    args = sys.argv[1:]
+    if not args:
+        print('Expected pid and Python code to execute in target process.')
+    else:
+        if '--test' == args[0]:
+            test()
+        else:
+            main(args)
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/attach_linux_amd64.so b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/attach_linux_amd64.so
new file mode 120000
index 0000000..eefee5c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/attach_linux_amd64.so
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/21/b1/15/c508fe146dc8f92ebc8d48552349e163ffc17ea10aad62fd90cc78ca22
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/attach_pydevd.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/attach_pydevd.py
new file mode 120000
index 0000000..bd76409
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/attach_pydevd.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/10/72/b5/bd8d11dfa03e6597a7eaa3597ae7251be100d9facb8f51463a828baa7a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/attach_script.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/attach_script.py
new file mode 100644
index 0000000..c8ad003
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/attach_script.py
@@ -0,0 +1,186 @@
+
+
+def get_main_thread_instance(threading):
+    if hasattr(threading, 'main_thread'):
+        return threading.main_thread()
+    else:
+        # On Python 2 we don't really have an API to get the main thread,
+        # so, we just get it from the 'shutdown' bound method.
+        return threading._shutdown.im_self
+
+
+def get_main_thread_id(unlikely_thread_id=None):
+    '''
+    :param unlikely_thread_id:
+        Pass to mark some thread id as not likely the main thread.
+
+    :return tuple(thread_id, critical_warning)
+    '''
+    import sys
+    import os
+
+    current_frames = sys._current_frames()
+    possible_thread_ids = []
+    for thread_ident, frame in current_frames.items():
+        while frame.f_back is not None:
+            frame = frame.f_back
+
+        basename = os.path.basename(frame.f_code.co_filename)
+        if basename.endswith(('.pyc', '.pyo')):
+            basename = basename[:-1]
+
+        if (frame.f_code.co_name, basename) in [
+                ('_run_module_as_main', 'runpy.py'),
+                ('_run_module_as_main', '<frozen runpy>'),
+                ('run_module_as_main', 'runpy.py'),
+                ('run_module', 'runpy.py'),
+                ('run_path', 'runpy.py'),
+            ]:
+            # This is the case for python -m <module name> (this is an ideal match, so,
+            # let's return it).
+            return thread_ident, ''
+
+        if frame.f_code.co_name == '<module>':
+            if frame.f_globals.get('__name__') == '__main__':
+                possible_thread_ids.insert(0, thread_ident)  # Add with higher priority
+                continue
+
+            # Usually the main thread will be started in the <module>, whereas others would
+            # be started in another place (but when Python is embedded, this may not be
+            # correct, so, just add to the available possibilities as we'll have to choose
+            # one if there are multiple).
+            possible_thread_ids.append(thread_ident)
+
+    if len(possible_thread_ids) > 0:
+        if len(possible_thread_ids) == 1:
+            return possible_thread_ids[0], ''  # Ideal: only one match
+
+        while unlikely_thread_id in possible_thread_ids:
+            possible_thread_ids.remove(unlikely_thread_id)
+
+        if len(possible_thread_ids) == 1:
+            return possible_thread_ids[0], ''  # Ideal: only one match
+
+        elif len(possible_thread_ids) > 1:
+            # Bad: we can't really be certain of anything at this point.
+            return possible_thread_ids[0], \
+                'Multiple thread ids found (%s). Choosing main thread id randomly (%s).' % (
+                    possible_thread_ids, possible_thread_ids[0])
+
+    # If we got here we couldn't discover the main thread id.
+    return None, 'Unable to discover main thread id.'
+
+
+def fix_main_thread_id(on_warn=lambda msg:None, on_exception=lambda msg:None, on_critical=lambda msg:None):
+    # This means that we weren't able to import threading in the main thread (which most
+    # likely means that the main thread is paused or in some very long operation).
+    # In this case we'll import threading here and hotfix what may be wrong in the threading
+    # module (if we're on Windows where we create a thread to do the attach and on Linux
+    # we are not certain on which thread we're executing this code).
+    #
+    # The code below is a workaround for https://bugs.python.org/issue37416
+    import sys
+    import threading
+
+    try:
+        with threading._active_limbo_lock:
+            main_thread_instance = get_main_thread_instance(threading)
+
+            if sys.platform == 'win32':
+                # On windows this code would be called in a secondary thread, so,
+                # the current thread is unlikely to be the main thread.
+                if hasattr(threading, '_get_ident'):
+                    unlikely_thread_id = threading._get_ident()  # py2
+                else:
+                    unlikely_thread_id = threading.get_ident()  # py3
+            else:
+                unlikely_thread_id = None
+
+            main_thread_id, critical_warning = get_main_thread_id(unlikely_thread_id)
+
+            if main_thread_id is not None:
+                main_thread_id_attr = '_ident'
+                if not hasattr(main_thread_instance, main_thread_id_attr):
+                    main_thread_id_attr = '_Thread__ident'
+                    assert hasattr(main_thread_instance, main_thread_id_attr)
+
+                if main_thread_id != getattr(main_thread_instance, main_thread_id_attr):
+                    # Note that we also have to reset the '_tstack_lock' for a regular lock.
+                    # This is needed to avoid an error on shutdown because this lock is bound
+                    # to the thread state and will be released when the secondary thread
+                    # that initialized the lock is finished -- making an assert fail during
+                    # process shutdown.
+                    main_thread_instance._tstate_lock = threading._allocate_lock()
+                    main_thread_instance._tstate_lock.acquire()
+
+                    # Actually patch the thread ident as well as the threading._active dict
+                    # (we should have the _active_limbo_lock to do that).
+                    threading._active.pop(getattr(main_thread_instance, main_thread_id_attr), None)
+                    setattr(main_thread_instance, main_thread_id_attr, main_thread_id)
+                    threading._active[getattr(main_thread_instance, main_thread_id_attr)] = main_thread_instance
+
+        # Note: only import from pydevd after the patching is done (we want to do the minimum
+        # possible when doing that patching).
+        on_warn('The threading module was not imported by user code in the main thread. The debugger will attempt to work around https://bugs.python.org/issue37416.')
+
+        if critical_warning:
+            on_critical('Issue found when debugger was trying to work around https://bugs.python.org/issue37416:\n%s' % (critical_warning,))
+    except:
+        on_exception('Error patching main thread id.')
+
+
+def attach(port, host, protocol=''):
+    try:
+        import sys
+        fix_main_thread = 'threading' not in sys.modules
+
+        if fix_main_thread:
+
+            def on_warn(msg):
+                from _pydev_bundle import pydev_log
+                pydev_log.warn(msg)
+
+            def on_exception(msg):
+                from _pydev_bundle import pydev_log
+                pydev_log.exception(msg)
+
+            def on_critical(msg):
+                from _pydev_bundle import pydev_log
+                pydev_log.critical(msg)
+
+            fix_main_thread_id(on_warn=on_warn, on_exception=on_exception, on_critical=on_critical)
+
+        else:
+            from _pydev_bundle import pydev_log  # @Reimport
+            pydev_log.debug('The threading module is already imported by user code.')
+
+        if protocol:
+            from _pydevd_bundle import pydevd_defaults
+            pydevd_defaults.PydevdCustomization.DEFAULT_PROTOCOL = protocol
+
+        import pydevd
+
+        # I.e.: disconnect/reset if already connected.
+
+        pydevd.SetupHolder.setup = None
+
+        py_db = pydevd.get_global_debugger()
+        if py_db is not None:
+            py_db.dispose_and_kill_all_pydevd_threads(wait=False)
+
+        # pydevd.DebugInfoHolder.DEBUG_RECORD_SOCKET_READS = True
+        # pydevd.DebugInfoHolder.DEBUG_TRACE_BREAKPOINTS = 3
+        # pydevd.DebugInfoHolder.DEBUG_TRACE_LEVEL = 3
+        pydevd.settrace(
+            port=port,
+            host=host,
+            stdoutToServer=True,
+            stderrToServer=True,
+            overwrite_prev_trace=True,
+            suspend=False,
+            trace_only_current_thread=False,
+            patch_multiprocessing=False,
+        )
+    except:
+        import traceback
+        traceback.print_exc()
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_custom_pyeval_settrace.hpp b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_custom_pyeval_settrace.hpp
new file mode 100644
index 0000000..510f916
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_custom_pyeval_settrace.hpp
@@ -0,0 +1,193 @@
+#ifndef _PY_CUSTOM_PYEVAL_SETTRACE_HPP_
+#define _PY_CUSTOM_PYEVAL_SETTRACE_HPP_
+
+#include "python.h"
+#include "py_utils.hpp"
+#include "py_custom_pyeval_settrace_common.hpp"
+#include "py_custom_pyeval_settrace_310.hpp"
+#include "py_custom_pyeval_settrace_311.hpp"
+
+// On Python 3.7 onwards the thread state is not kept in PyThread_set_key_value (rather
+// it uses PyThread_tss_set using PyThread_tss_set(&_PyRuntime.gilstate.autoTSSkey, (void *)tstate)
+// and we don't have access to that key from here (thus, we can't use the previous approach which
+// made CPython think that the current thread had the thread state where we wanted to set the tracing).
+//
+// So, the solution implemented here is not faking that change and reimplementing PyEval_SetTrace.
+// The implementation is mostly the same from the one in CPython, but we have one shortcoming:
+//
+// When CPython sets the tracing for a thread it increments _Py_TracingPossible (actually
+// _PyRuntime.ceval.tracing_possible). This implementation has one issue: it only works on
+// deltas when the tracing is set (so, a settrace(func) will increase the _Py_TracingPossible global value and a
+// settrace(None) will decrease it, but when a thread dies it's kept as is and is not decreased).
+// -- as we don't currently have access to _PyRuntime we have to create a thread, set the tracing
+// and let it die so that the count is increased (this is really hacky, but better than having
+// to create a local copy of the whole _PyRuntime (defined in pystate.h with several inner structs)
+// which would need to be kept up to date for each new CPython version just to increment that variable).
+
+
+
+/**
+ * This version is used in internalInitializeCustomPyEvalSetTrace->pyObject_FastCallDict on older
+ * versions of CPython (pre 3.7).
+ */
+ static PyObject *
+ PyObject_FastCallDictCustom(PyObject* callback, PyObject *stack[3], int ignoredStackSizeAlways3, void* ignored)
+ {
+     PyObject *args = internalInitializeCustomPyEvalSetTrace->pyTuple_New(3);
+     PyObject *result;
+
+      if (args == NULL) {
+          return NULL;
+      }
+
+     IncRef(stack[0]);
+     IncRef(stack[1]);
+     IncRef(stack[2]);
+
+    // I.e.: same thing as: PyTuple_SET_ITEM(args, 0, stack[0]);
+    reinterpret_cast<PyTupleObject *>(args)->ob_item[0] = stack[0];
+    reinterpret_cast<PyTupleObject *>(args)->ob_item[1] = stack[1];
+    reinterpret_cast<PyTupleObject *>(args)->ob_item[2] = stack[2];
+
+     /* call the Python-level function */
+     result = internalInitializeCustomPyEvalSetTrace->pyEval_CallObjectWithKeywords(callback, args, (PyObject*)NULL);
+
+    /* cleanup */
+    DecRef(args, internalInitializeCustomPyEvalSetTrace->isDebug);
+    return result;
+}
+
+static PyObject *
+InternalCallTrampoline(PyObject* callback,
+                PyFrameObjectBaseUpTo39 *frame, int what, PyObject *arg)
+{
+    PyObject *result;
+    PyObject *stack[3];
+
+// Note: this is commented out from CPython (we shouldn't need it and it adds a reasonable overhead).
+//     if (PyFrame_FastToLocalsWithError(frame) < 0) {
+//         return NULL;
+//     }
+//
+    stack[0] = (PyObject *)frame;
+    stack[1] = InternalWhatstrings_37[what];
+    stack[2] = (arg != NULL) ? arg : internalInitializeCustomPyEvalSetTrace->pyNone;
+    
+    
+    // Helpers to print info.
+    // printf("%s\n", internalInitializeCustomPyEvalSetTrace->pyUnicode_AsUTF8(internalInitializeCustomPyEvalSetTrace->pyObject_Repr((PyObject *)stack[0])));
+    // printf("%s\n", internalInitializeCustomPyEvalSetTrace->pyUnicode_AsUTF8(internalInitializeCustomPyEvalSetTrace->pyObject_Repr((PyObject *)stack[1])));
+    // printf("%s\n", internalInitializeCustomPyEvalSetTrace->pyUnicode_AsUTF8(internalInitializeCustomPyEvalSetTrace->pyObject_Repr((PyObject *)stack[2])));
+    // printf("%s\n", internalInitializeCustomPyEvalSetTrace->pyUnicode_AsUTF8(internalInitializeCustomPyEvalSetTrace->pyObject_Repr((PyObject *)callback)));
+
+    // call the Python-level function
+    // result = _PyObject_FastCall(callback, stack, 3);
+    //
+    // Note that _PyObject_FastCall is actually a define:
+    // #define _PyObject_FastCall(func, args, nargs) _PyObject_FastCallDict((func), (args), (nargs), NULL)
+
+    result = internalInitializeCustomPyEvalSetTrace->pyObject_FastCallDict(callback, stack, 3, NULL);
+
+
+// Note: this is commented out from CPython (we shouldn't need it and it adds a reasonable overhead).
+//     PyFrame_LocalsToFast(frame, 1);
+
+    if (result == NULL) {
+        internalInitializeCustomPyEvalSetTrace->pyTraceBack_Here(frame);
+    }
+
+    return result;
+}
+
+static int
+InternalTraceTrampoline(PyObject *self, PyFrameObject *frameParam,
+                 int what, PyObject *arg)
+{
+    PyObject *callback;
+    PyObject *result;
+    
+    PyFrameObjectBaseUpTo39 *frame = reinterpret_cast<PyFrameObjectBaseUpTo39*>(frameParam);
+
+    if (what == PyTrace_CALL){
+        callback = self;
+    } else {
+        callback = frame->f_trace;
+    }
+
+    if (callback == NULL){
+        return 0;
+    }
+
+    result = InternalCallTrampoline(callback, frame, what, arg);
+    if (result == NULL) {
+        // Note: calling the original sys.settrace here.
+        internalInitializeCustomPyEvalSetTrace->pyEval_SetTrace(NULL, NULL);
+        PyObject *temp_f_trace = frame->f_trace;
+        frame->f_trace = NULL;
+        if(temp_f_trace != NULL){
+            DecRef(temp_f_trace, internalInitializeCustomPyEvalSetTrace->isDebug);
+        }
+        return -1;
+    }
+    if (result != internalInitializeCustomPyEvalSetTrace->pyNone) {
+        PyObject *tmp = frame->f_trace;
+        frame->f_trace = result;
+        DecRef(tmp, internalInitializeCustomPyEvalSetTrace->isDebug);
+    }
+    else {
+        DecRef(result, internalInitializeCustomPyEvalSetTrace->isDebug);
+    }
+    return 0;
+}
+
+// Based on ceval.c (PyEval_SetTrace(Py_tracefunc func, PyObject *arg))
+template<typename T>
+void InternalPySetTrace_Template(T tstate, PyObjectHolder* traceFunc, bool isDebug)
+{
+    PyObject *temp = tstate->c_traceobj;
+
+    // We can't increase _Py_TracingPossible. Everything else should be equal to CPython.
+    // runtime->ceval.tracing_possible += (func != NULL) - (tstate->c_tracefunc != NULL);
+
+    PyObject *arg = traceFunc->ToPython();
+    IncRef(arg);
+    tstate->c_tracefunc = NULL;
+    tstate->c_traceobj = NULL;
+    /* Must make sure that profiling is not ignored if 'temp' is freed */
+    tstate->use_tracing = tstate->c_profilefunc != NULL;
+    if(temp != NULL){
+        DecRef(temp, isDebug);
+    }
+    tstate->c_tracefunc = InternalTraceTrampoline;
+    tstate->c_traceobj = arg;
+    /* Flag that tracing or profiling is turned on */
+    tstate->use_tracing = ((InternalTraceTrampoline != NULL)
+                           || (tstate->c_profilefunc != NULL));
+
+};
+
+
+void InternalPySetTrace(PyThreadState* curThread, PyObjectHolder* traceFunc, bool isDebug, PythonVersion version)
+{
+    if (PyThreadState_25_27::IsFor(version)) {
+        InternalPySetTrace_Template<PyThreadState_25_27*>(reinterpret_cast<PyThreadState_25_27*>(curThread), traceFunc, isDebug);
+    } else if (PyThreadState_30_33::IsFor(version)) {
+        InternalPySetTrace_Template<PyThreadState_30_33*>(reinterpret_cast<PyThreadState_30_33*>(curThread), traceFunc, isDebug);
+    } else if (PyThreadState_34_36::IsFor(version)) {
+        InternalPySetTrace_Template<PyThreadState_34_36*>(reinterpret_cast<PyThreadState_34_36*>(curThread), traceFunc, isDebug);
+    } else if (PyThreadState_37_38::IsFor(version)) {
+        InternalPySetTrace_Template<PyThreadState_37_38*>(reinterpret_cast<PyThreadState_37_38*>(curThread), traceFunc, isDebug);
+    } else if (PyThreadState_39::IsFor(version)) {
+        InternalPySetTrace_Template<PyThreadState_39*>(reinterpret_cast<PyThreadState_39*>(curThread), traceFunc, isDebug);
+    } else if (PyThreadState_310::IsFor(version)) {
+        // 3.10 has other changes on the actual algorithm (use_tracing is per-frame now), so, we have a full new version for it.
+        InternalPySetTrace_Template310<PyThreadState_310*>(reinterpret_cast<PyThreadState_310*>(curThread), traceFunc, isDebug);
+    } else if (PyThreadState_311::IsFor(version)) {
+        InternalPySetTrace_Template311<PyThreadState_311*>(reinterpret_cast<PyThreadState_311*>(curThread), traceFunc, isDebug);
+    } else {
+        printf("Unable to set trace to target thread with Python version: %d", version);
+    }
+}
+
+
+#endif //_PY_CUSTOM_PYEVAL_SETTRACE_HPP_
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_custom_pyeval_settrace_310.hpp b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_custom_pyeval_settrace_310.hpp
new file mode 120000
index 0000000..a3d2cf4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_custom_pyeval_settrace_310.hpp
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/98/da/fa/2d52cf0e8091cb12cf4dd61bd095835d27d19fbc6e0333cecd95afa05b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_custom_pyeval_settrace_311.hpp b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_custom_pyeval_settrace_311.hpp
new file mode 100644
index 0000000..d3086ad
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_custom_pyeval_settrace_311.hpp
@@ -0,0 +1,120 @@
+#ifndef _PY_CUSTOM_PYEVAL_SETTRACE_311_HPP_
+#define _PY_CUSTOM_PYEVAL_SETTRACE_311_HPP_
+
+#include "python.h"
+#include "py_utils.hpp"
+
+static PyObject *
+InternalCallTrampoline311(PyObject* callback,
+                PyFrameObject311 *frame, int what, PyObject *arg)
+{
+    PyObject *result;
+    PyObject *stack[3];
+
+// Note: this is commented out from CPython (we shouldn't need it and it adds a reasonable overhead).
+//     if (PyFrame_FastToLocalsWithError(frame) < 0) {
+//         return NULL;
+//     }
+//
+    stack[0] = (PyObject *)frame;
+    stack[1] = InternalWhatstrings_37[what];
+    stack[2] = (arg != NULL) ? arg : internalInitializeCustomPyEvalSetTrace->pyNone;
+    
+    
+    // Helper to print info.
+    //printf("--- start\n");
+    //printf("%s\n", internalInitializeCustomPyEvalSetTrace->pyUnicode_AsUTF8(internalInitializeCustomPyEvalSetTrace->pyObject_Repr((PyObject *)stack[0])));
+    //printf("%s\n", internalInitializeCustomPyEvalSetTrace->pyUnicode_AsUTF8(internalInitializeCustomPyEvalSetTrace->pyObject_Repr((PyObject *)stack[1])));
+    //printf("%s\n", internalInitializeCustomPyEvalSetTrace->pyUnicode_AsUTF8(internalInitializeCustomPyEvalSetTrace->pyObject_Repr((PyObject *)stack[2])));
+    //printf("--- end\n");
+
+    result = internalInitializeCustomPyEvalSetTrace->pyObject_FastCallDict(callback, stack, 3, NULL);
+
+// Note: this is commented out from CPython (we shouldn't need it and it adds a reasonable overhead).
+//     PyFrame_LocalsToFast(frame, 1);
+
+    if (result == NULL) {
+        internalInitializeCustomPyEvalSetTrace->pyTraceBack_Here(frame);
+    }
+
+    return result;
+}
+
+// See: static int trace_trampoline(PyObject *self, PyFrameObject *frame, int what, PyObject *arg)
+// in: https://github.com/python/cpython/blob/3.11/Python/sysmodule.c
+static int
+InternalTraceTrampoline311(PyObject *self, PyFrameObject *frameParam,
+                 int what, PyObject *arg)
+{
+    PyObject *callback;
+    PyObject *result;
+    
+    PyFrameObject311 *frame = reinterpret_cast<PyFrameObject311*>(frameParam);
+
+    if (what == PyTrace_CALL){
+        callback = self;
+    } else {
+        callback = frame->f_trace;
+    }
+
+    if (callback == NULL){
+        return 0;
+    }
+
+    result = InternalCallTrampoline311(callback, frame, what, arg);
+    if (result == NULL) {
+        // Note: calling the original sys.settrace here.
+        internalInitializeCustomPyEvalSetTrace->pyEval_SetTrace(NULL, NULL);
+        PyObject *temp_f_trace = frame->f_trace;
+        frame->f_trace = NULL;
+        if(temp_f_trace != NULL){
+            DecRef(temp_f_trace, internalInitializeCustomPyEvalSetTrace->isDebug);
+        }
+        return -1;
+    }
+    if (result != internalInitializeCustomPyEvalSetTrace->pyNone) {
+        PyObject *tmp = frame->f_trace;
+        frame->f_trace = result;
+        DecRef(tmp, internalInitializeCustomPyEvalSetTrace->isDebug);
+    }
+    else {
+        DecRef(result, internalInitializeCustomPyEvalSetTrace->isDebug);
+    }
+    return 0;
+}
+
+// Based on ceval.c (PyEval_SetTrace(Py_tracefunc func, PyObject *arg))
+// https://github.com/python/cpython/blob/3.11/Python/ceval.c
+template<typename T>
+void InternalPySetTrace_Template311(T tstate, PyObjectHolder* traceFunc, bool isDebug)
+{
+    PyObject *traceobj = tstate->c_traceobj;
+
+    PyObject *arg = traceFunc->ToPython();
+    IncRef(arg);
+    tstate->c_tracefunc = NULL;
+    tstate->c_traceobj = NULL;
+    
+    // This is different (previously it was just: tstate->use_tracing, now
+    // this flag is per-frame). 
+    int use_tracing = (tstate->c_profilefunc != NULL);
+                           
+    // Note: before 3.11 this was just 1 or 0, now it needs to be 255 or 0.
+    tstate->cframe->use_tracing = (use_tracing ? 255 : 0);
+    
+    if(traceobj != NULL){
+        DecRef(traceobj, isDebug);
+    }
+    tstate->c_tracefunc = InternalTraceTrampoline311;
+    tstate->c_traceobj = arg;
+    /* Flag that tracing or profiling is turned on */
+    use_tracing = ((InternalTraceTrampoline311 != NULL)
+                           || (tstate->c_profilefunc != NULL));
+                           
+    // Note: before 3.11 this was just 1 or 0, now it needs to be 255 or 0.
+    tstate->cframe->use_tracing = (use_tracing ? 255 : 0);
+
+};
+
+
+#endif //_PY_CUSTOM_PYEVAL_SETTRACE_311_HPP_
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_custom_pyeval_settrace_common.hpp b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_custom_pyeval_settrace_common.hpp
new file mode 120000
index 0000000..3253a1b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_custom_pyeval_settrace_common.hpp
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/af/57/21/e94830178af15bc7a188d9c0bc9135f150a8525d93ba33fb9d30b2d2f4
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_settrace.hpp b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_settrace.hpp
new file mode 100644
index 0000000..ba6c25f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_settrace.hpp
@@ -0,0 +1,193 @@
+#ifndef _PY_SETTRACE_HPP_
+#define _PY_SETTRACE_HPP_
+
+#include "ref_utils.hpp"
+#include "py_utils.hpp"
+#include "python.h"
+#include "py_custom_pyeval_settrace.hpp"
+#include <unordered_set>
+
+
+#ifdef _WIN32
+
+typedef HMODULE MODULE_TYPE;
+#else // LINUX -----------------------------------------------------------------
+
+typedef void* MODULE_TYPE;
+typedef ssize_t SSIZE_T;
+typedef unsigned int DWORD;
+
+#endif
+
+DWORD GetPythonThreadId(PythonVersion version, PyThreadState* curThread) {
+    DWORD threadId = 0;
+    if (PyThreadState_25_27::IsFor(version)) {
+        threadId = (DWORD)((PyThreadState_25_27*)curThread)->thread_id;
+    } else if (PyThreadState_30_33::IsFor(version)) {
+        threadId = (DWORD)((PyThreadState_30_33*)curThread)->thread_id;
+    } else if (PyThreadState_34_36::IsFor(version)) {
+        threadId = (DWORD)((PyThreadState_34_36*)curThread)->thread_id;
+    } else if (PyThreadState_37_38::IsFor(version)) {
+        threadId = (DWORD)((PyThreadState_37_38*)curThread)->thread_id;
+    } else if (PyThreadState_39::IsFor(version)) {
+        threadId = (DWORD)((PyThreadState_39*)curThread)->thread_id;
+    } else if (PyThreadState_310::IsFor(version)) {
+        threadId = (DWORD)((PyThreadState_310*)curThread)->thread_id;
+    } else if (PyThreadState_311::IsFor(version)) {
+        threadId = (DWORD)((PyThreadState_311*)curThread)->thread_id;
+    }
+    return threadId;
+}
+
+
+/**
+ * This function may be called to set a tracing function to existing python threads.
+ */
+int InternalSetSysTraceFunc(
+    MODULE_TYPE module,
+    bool isDebug,
+    bool showDebugInfo,
+    PyObjectHolder* traceFunc,
+    PyObjectHolder* setTraceFunc,
+    unsigned int threadId,
+    PyObjectHolder* pyNone)
+{
+
+    if(showDebugInfo){
+        PRINT("InternalSetSysTraceFunc started.");
+    }
+
+    DEFINE_PROC(isInit, Py_IsInitialized*, "Py_IsInitialized", 100);
+    if (!isInit()) {
+        PRINT("Py_IsInitialized returned false.");
+        return 110;
+    }
+
+    auto version = GetPythonVersion(module);
+
+    // found initialized Python runtime, gather and check the APIs we need.
+
+    DEFINE_PROC(interpHead, PyInterpreterState_Head*, "PyInterpreterState_Head", 120);
+    DEFINE_PROC(gilEnsure, PyGILState_Ensure*, "PyGILState_Ensure", 130);
+    DEFINE_PROC(gilRelease, PyGILState_Release*, "PyGILState_Release", 140);
+    DEFINE_PROC(threadHead, PyInterpreterState_ThreadHead*, "PyInterpreterState_ThreadHead", 150);
+    DEFINE_PROC(threadNext, PyThreadState_Next*, "PyThreadState_Next", 160);
+    DEFINE_PROC(threadSwap, PyThreadState_Swap*, "PyThreadState_Swap", 170);
+    DEFINE_PROC(call, PyObject_CallFunctionObjArgs*, "PyObject_CallFunctionObjArgs", 180);
+
+    PyInt_FromLong* intFromLong;
+
+    if (version >= PythonVersion_30) {
+        DEFINE_PROC(intFromLongPy3, PyInt_FromLong*, "PyLong_FromLong", 190);
+        intFromLong = intFromLongPy3;
+    } else {
+        DEFINE_PROC(intFromLongPy2, PyInt_FromLong*, "PyInt_FromLong", 200);
+        intFromLong = intFromLongPy2;
+    }
+
+    DEFINE_PROC(pyGetAttr, PyObject_GetAttrString*, "PyObject_GetAttrString", 250);
+    DEFINE_PROC(pyHasAttr, PyObject_HasAttrString*, "PyObject_HasAttrString", 260);
+    DEFINE_PROC_NO_CHECK(PyCFrame_Type, PyTypeObject*, "PyCFrame_Type", 300);  // optional
+
+    DEFINE_PROC_NO_CHECK(curPythonThread, PyThreadState**, "_PyThreadState_Current", 310);  // optional
+    DEFINE_PROC_NO_CHECK(getPythonThread, _PyThreadState_UncheckedGet*, "_PyThreadState_UncheckedGet", 320);  // optional
+
+    if (curPythonThread == nullptr && getPythonThread == nullptr) {
+        // we're missing some APIs, we cannot attach.
+        PRINT("Error, missing Python threading API!!");
+        return 330;
+    }
+
+    auto head = interpHead();
+    if (head == nullptr) {
+        // this interpreter is loaded but not initialized.
+        PRINT("Interpreter not initialized!");
+        return 340;
+    }
+
+    GilHolder gilLock(gilEnsure, gilRelease);   // acquire and hold the GIL until done...
+
+    int retVal = 0;
+    // find what index is holding onto the thread state...
+    auto curPyThread = getPythonThread ? getPythonThread() : *curPythonThread;
+
+    if(curPyThread == nullptr){
+        PRINT("Getting the current python thread returned nullptr.");
+        return 345;
+    }
+
+
+    // We do what PyEval_SetTrace does, but for any target thread.
+    PyUnicode_InternFromString* pyUnicode_InternFromString;
+    if (version >= PythonVersion_30) {
+        DEFINE_PROC(unicodeFromString, PyUnicode_InternFromString*, "PyUnicode_InternFromString", 520);
+        pyUnicode_InternFromString = unicodeFromString;
+    } else {
+        DEFINE_PROC(stringFromString, PyUnicode_InternFromString*, "PyString_InternFromString", 525);
+        pyUnicode_InternFromString = stringFromString;
+    }
+
+    DEFINE_PROC_NO_CHECK(pyObject_FastCallDict, _PyObject_FastCallDict*, "_PyObject_FastCallDict", 530);
+    DEFINE_PROC(pyTuple_New, PyTuple_New*, "PyTuple_New", 531);
+    DEFINE_PROC(pyEval_CallObjectWithKeywords, PyEval_CallObjectWithKeywords*, "PyEval_CallObjectWithKeywords", 532);
+
+    if(pyObject_FastCallDict == nullptr) {
+        DEFINE_PROC_NO_CHECK(pyObject_FastCallDict, _PyObject_FastCallDict*, "PyObject_VectorcallDict", 533);
+    }
+                                                                                                         
+    if(pyObject_FastCallDict == nullptr) {
+        // we have to use PyObject_FastCallDictCustom for older versions of CPython (pre 3.7).
+        pyObject_FastCallDict = reinterpret_cast<_PyObject_FastCallDict*>(&PyObject_FastCallDictCustom);
+    }
+
+
+    DEFINE_PROC(pyTraceBack_Here, PyTraceBack_Here*, "PyTraceBack_Here", 540);
+    DEFINE_PROC(pyEval_SetTrace, PyEval_SetTrace*, "PyEval_SetTrace", 550);
+    
+    // These are defined mostly for printing info while debugging, so, if they're not there, don't bother reporting.
+    DEFINE_PROC_NO_CHECK(pyObject_Repr, PyObject_Repr*, "PyObject_Repr", 551);
+    DEFINE_PROC_NO_CHECK(pyUnicode_AsUTF8, PyUnicode_AsUTF8*, "PyUnicode_AsUTF8", 552);
+
+
+    bool found = false;
+    for (PyThreadState* curThread = threadHead(head); curThread != nullptr; curThread = threadNext(curThread)) {
+        if (GetPythonThreadId(version, curThread) != threadId) {
+            continue;
+        }
+        found = true;
+
+        if(showDebugInfo){
+            printf("setting trace for thread: %d\n", threadId);
+        }
+
+        if(!InternalIsTraceInitialized())
+        {
+            InternalInitializeCustomPyEvalSetTrace *internalInitializeCustomPyEvalSetTrace = new InternalInitializeCustomPyEvalSetTrace();
+
+            IncRef(pyNone->ToPython());
+            internalInitializeCustomPyEvalSetTrace->pyNone = pyNone->ToPython();
+
+            internalInitializeCustomPyEvalSetTrace->pyUnicode_InternFromString = pyUnicode_InternFromString;
+            internalInitializeCustomPyEvalSetTrace->pyObject_FastCallDict = pyObject_FastCallDict;
+            internalInitializeCustomPyEvalSetTrace->isDebug = isDebug;
+            internalInitializeCustomPyEvalSetTrace->pyTraceBack_Here = pyTraceBack_Here;
+            internalInitializeCustomPyEvalSetTrace->pyEval_SetTrace = pyEval_SetTrace;
+            internalInitializeCustomPyEvalSetTrace->pyTuple_New = pyTuple_New;
+            internalInitializeCustomPyEvalSetTrace->pyEval_CallObjectWithKeywords = pyEval_CallObjectWithKeywords;
+            internalInitializeCustomPyEvalSetTrace->pyObject_Repr = pyObject_Repr;
+            internalInitializeCustomPyEvalSetTrace->pyUnicode_AsUTF8 = pyUnicode_AsUTF8;
+
+            InternalTraceInit(internalInitializeCustomPyEvalSetTrace);
+        }
+        InternalPySetTrace(curThread, traceFunc, isDebug, version);
+        break;
+    }
+    if(!found) {
+        retVal = 501;
+    }
+
+    return retVal;
+
+}
+
+#endif // _PY_SETTRACE_HPP_
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_utils.hpp b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_utils.hpp
new file mode 100644
index 0000000..97163a4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_utils.hpp
@@ -0,0 +1,84 @@
+#ifndef _PY_UTILS_HPP_
+#define _PY_UTILS_HPP_
+
+typedef int (Py_IsInitialized)();
+typedef PyInterpreterState* (PyInterpreterState_Head)();
+typedef enum { PyGILState_LOCKED, PyGILState_UNLOCKED } PyGILState_STATE;
+typedef PyGILState_STATE(PyGILState_Ensure)();
+typedef void (PyGILState_Release)(PyGILState_STATE);
+typedef int (PyRun_SimpleString)(const char *command);
+typedef PyThreadState* (PyInterpreterState_ThreadHead)(PyInterpreterState* interp);
+typedef PyThreadState* (PyThreadState_Next)(PyThreadState *tstate);
+typedef PyThreadState* (PyThreadState_Swap)(PyThreadState *tstate);
+typedef PyThreadState* (_PyThreadState_UncheckedGet)();
+typedef PyObject* (PyObject_CallFunctionObjArgs)(PyObject *callable, ...);    // call w/ varargs, last arg should be nullptr
+typedef PyObject* (PyInt_FromLong)(long);
+typedef PyObject* (PyErr_Occurred)();
+typedef void (PyErr_Fetch)(PyObject **ptype, PyObject **pvalue, PyObject **ptraceback);
+typedef void (PyErr_Restore)(PyObject *type, PyObject *value, PyObject *traceback);
+typedef PyObject* (PyImport_ImportModule) (const char *name);
+typedef PyObject* (PyImport_ImportModuleNoBlock) (const char *name);
+typedef PyObject* (PyObject_GetAttrString)(PyObject *o, const char *attr_name);
+typedef PyObject* (PyObject_HasAttrString)(PyObject *o, const char *attr_name);
+typedef void* (PyThread_get_key_value)(int);
+typedef int (PyThread_set_key_value)(int, void*);
+typedef void (PyThread_delete_key_value)(int);
+typedef int (PyObject_Not) (PyObject *o);
+typedef PyObject* (PyDict_New)();
+typedef PyObject* (PyUnicode_InternFromString)(const char *u);
+typedef PyObject * (_PyObject_FastCallDict)(
+    PyObject *callable, PyObject *const *args, Py_ssize_t nargs, PyObject *kwargs);
+typedef int (PyTraceBack_Here)(PyFrameObject *frame);
+
+typedef PyObject* PyTuple_New(Py_ssize_t len);
+typedef PyObject* PyEval_CallObjectWithKeywords(PyObject *callable, PyObject *args, PyObject *kwargs);
+
+typedef void (PyEval_SetTrace)(Py_tracefunc, PyObject *);
+typedef int (*Py_tracefunc)(PyObject *, PyFrameObject *frame, int, PyObject *);
+typedef int (_PyEval_SetTrace)(PyThreadState *tstate, Py_tracefunc func, PyObject *arg);
+
+typedef PyObject* PyObject_Repr(PyObject *);
+typedef const char* PyUnicode_AsUTF8(PyObject *unicode);
+
+// holder to ensure we release the GIL even in error conditions
+class GilHolder {
+    PyGILState_STATE _gilState;
+    PyGILState_Release* _release;
+public:
+    GilHolder(PyGILState_Ensure* acquire, PyGILState_Release* release) {
+        _gilState = acquire();
+        _release = release;
+    }
+
+    ~GilHolder() {
+        _release(_gilState);
+    }
+};
+
+#ifdef _WIN32
+
+#define PRINT(msg) {std::cout << msg << std::endl << std::flush;}
+
+#define DEFINE_PROC_NO_CHECK(func, funcType, funcNameStr, errorCode) \
+                    funcType func=reinterpret_cast<funcType>(GetProcAddress(module, funcNameStr));
+
+#define DEFINE_PROC(func, funcType, funcNameStr, errorCode) \
+                    DEFINE_PROC_NO_CHECK(func, funcType, funcNameStr, errorCode); \
+                    if(func == nullptr){std::cout << funcNameStr << " not found." << std::endl << std::flush; return errorCode;};
+
+#else // LINUX -----------------------------------------------------------------
+
+#define PRINT(msg) {printf(msg); printf("\n");}
+
+#define CHECK_NULL(ptr, msg, errorCode) if(ptr == nullptr){printf(msg); return errorCode;}
+
+#define DEFINE_PROC_NO_CHECK(func, funcType, funcNameStr, errorCode) \
+                    funcType func; *(void**)(&func) = dlsym(module, funcNameStr);
+
+#define DEFINE_PROC(func, funcType, funcNameStr, errorCode) \
+                    DEFINE_PROC_NO_CHECK(func, funcType, funcNameStr, errorCode); \
+                    if(func == nullptr){printf(funcNameStr); printf(" not found.\n"); return errorCode;};
+
+#endif //_WIN32
+
+#endif //_PY_UTILS_HPP_
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_version.hpp b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_version.hpp
new file mode 100644
index 0000000..be73692
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/py_version.hpp
@@ -0,0 +1,90 @@
+
+#ifndef __PY_VERSION_HPP__
+#define __PY_VERSION_HPP__
+
+
+#include <cstring>
+
+enum PythonVersion {
+    PythonVersion_Unknown,
+    PythonVersion_25 = 0x0205,
+    PythonVersion_26 = 0x0206,
+    PythonVersion_27 = 0x0207,
+    PythonVersion_30 = 0x0300,
+    PythonVersion_31 = 0x0301,
+    PythonVersion_32 = 0x0302,
+    PythonVersion_33 = 0x0303,
+    PythonVersion_34 = 0x0304,
+    PythonVersion_35 = 0x0305,
+    PythonVersion_36 = 0x0306,
+    PythonVersion_37 = 0x0307,
+    PythonVersion_38 = 0x0308,
+    PythonVersion_39 = 0x0309,
+    PythonVersion_310 = 0x030A,
+    PythonVersion_311 = 0x030B
+};
+
+
+#ifdef _WIN32
+
+typedef const char* (GetVersionFunc)();
+
+static PythonVersion GetPythonVersion(HMODULE hMod) {
+    auto versionFunc = reinterpret_cast<GetVersionFunc*>(GetProcAddress(hMod, "Py_GetVersion"));
+    if (versionFunc == nullptr) {
+        return PythonVersion_Unknown;
+    }
+    const char* version = versionFunc();
+
+
+#else // LINUX -----------------------------------------------------------------
+
+typedef const char* (*GetVersionFunc) ();
+
+static PythonVersion GetPythonVersion(void *module) {
+    GetVersionFunc versionFunc;
+    *(void**)(&versionFunc) = dlsym(module, "Py_GetVersion");
+    if(versionFunc == nullptr) {
+        return PythonVersion_Unknown;
+    }
+    const char* version = versionFunc();
+
+#endif //_WIN32
+
+    if (version != nullptr && strlen(version) >= 3 && version[1] == '.') {
+        if (version[0] == '2') {
+            switch (version[2]) {
+            case '5': return PythonVersion_25;
+            case '6': return PythonVersion_26;
+            case '7': return PythonVersion_27;
+            }
+        }
+        else if (version[0] == '3') {
+            switch (version[2]) {
+            case '0': return PythonVersion_30;
+            case '1':
+                if(strlen(version) >= 4){
+                    if(version[3] == '0'){
+                        return PythonVersion_310;
+                    }
+                    if(version[3] == '1'){
+                        return PythonVersion_311;
+                    }
+                }
+                return PythonVersion_Unknown; // we don't care about 3.1 anymore...
+            
+            case '2': return PythonVersion_32;
+            case '3': return PythonVersion_33;
+            case '4': return PythonVersion_34;
+            case '5': return PythonVersion_35;
+            case '6': return PythonVersion_36;
+            case '7': return PythonVersion_37;
+            case '8': return PythonVersion_38;
+            case '9': return PythonVersion_39;
+            }
+        }
+    }
+    return PythonVersion_Unknown;
+}
+
+#endif
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/python.h b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/python.h
new file mode 100644
index 0000000..ce5dc98
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/python.h
@@ -0,0 +1,704 @@
+// Python Tools for Visual Studio
+// Copyright(c) Microsoft Corporation
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the License); you may not use
+// this file except in compliance with the License. You may obtain a copy of the
+// License at http://www.apache.org/licenses/LICENSE-2.0
+//
+// THIS CODE IS PROVIDED ON AN  *AS IS* BASIS, WITHOUT WARRANTIES OR CONDITIONS
+// OF ANY KIND, EITHER EXPRESS OR IMPLIED, INCLUDING WITHOUT LIMITATION ANY
+// IMPLIED WARRANTIES OR CONDITIONS OF TITLE, FITNESS FOR A PARTICULAR PURPOSE,
+// MERCHANTABILITY OR NON-INFRINGEMENT.
+//
+// See the Apache Version 2.0 License for specific language governing
+// permissions and limitations under the License.
+
+#ifndef __PYTHON_H__
+#define __PYTHON_H__
+
+#include "../common/py_version.hpp"
+
+#include <cstdint>
+
+#ifndef _WIN32
+typedef unsigned int DWORD;
+typedef ssize_t SSIZE_T;
+#endif
+typedef SSIZE_T Py_ssize_t;
+
+// defines limited header of Python API for compatible access across a number of Pythons.
+
+class PyTypeObject;
+class PyThreadState;
+
+#define PyObject_HEAD           \
+    size_t ob_refcnt;           \
+    PyTypeObject *ob_type;
+
+#define PyObject_VAR_HEAD       \
+    PyObject_HEAD               \
+    size_t ob_size; /* Number of items in variable part */
+
+class PyObject {
+public:
+    PyObject_HEAD
+};
+
+class PyVarObject : public PyObject {
+public:
+    size_t ob_size; /* Number of items in variable part */
+};
+
+// 2.5 - 3.7
+class PyFunctionObject : public PyObject {
+public:
+    PyObject *func_code;    /* A code object */
+};
+
+// 2.5 - 2.7 compatible
+class PyStringObject : public PyVarObject {
+public:
+    long ob_shash;
+    int ob_sstate;
+    char ob_sval[1];
+
+    /* Invariants:
+     *     ob_sval contains space for 'ob_size+1' elements.
+     *     ob_sval[ob_size] == 0.
+     *     ob_shash is the hash of the string or -1 if not computed yet.
+     *     ob_sstate != 0 iff the string object is in stringobject.c's
+     *       'interned' dictionary; in this case the two references
+     *       from 'interned' to this object are *not counted* in ob_refcnt.
+     */
+};
+
+// 2.4 - 3.7 compatible
+typedef struct {
+    PyObject_HEAD
+    size_t length;      /* Length of raw Unicode data in buffer */
+    wchar_t *str;       /* Raw Unicode buffer */
+    long hash;          /* Hash value; -1 if not set */
+} PyUnicodeObject;
+
+
+class PyFrameObject : public PyObject {
+    // After 3.10 we don't really have things we want to reuse common, so,
+    // create an empty base (it's not based on PyVarObject because on Python 3.11
+    // it's just a PyObject and no longer a PyVarObject -- the part related to
+    // the var object must be declared in ech subclass in this case).
+};
+
+// 2.4 - 3.7 compatible
+class PyFrameObjectBaseUpTo39 : public PyFrameObject {
+public:
+    size_t ob_size; /* Number of items in variable part -- i.e.: PyVarObject*/
+    
+    PyFrameObjectBaseUpTo39 *f_back;  /* previous frame, or nullptr */
+    PyObject *f_code;           /* code segment */
+    PyObject *f_builtins;       /* builtin symbol table (PyDictObject) */
+    PyObject *f_globals;        /* global symbol table (PyDictObject) */
+    PyObject *f_locals;         /* local symbol table (any mapping) */
+    PyObject **f_valuestack;    /* points after the last local */
+    /* Next free slot in f_valuestack.  Frame creation sets to f_valuestack.
+       Frame evaluation usually NULLs it, but a frame that yields sets it
+       to the current stack top. */
+    PyObject **f_stacktop;
+    PyObject *f_trace;          /* Trace function */
+    
+    // It has more things, but we're only interested in things up to f_trace.
+
+};
+
+
+// https://github.com/python/cpython/blob/3.10/Include/cpython/frameobject.h
+class PyFrameObject310 : public PyFrameObject {
+public:
+    size_t ob_size; /* Number of items in variable part -- i.e.: PyVarObject*/
+
+    PyFrameObject310 *f_back;      /* previous frame, or NULL */
+    PyObject *f_code;       /* code segment */
+    PyObject *f_builtins;       /* builtin symbol table (PyDictObject) */
+    PyObject *f_globals;        /* global symbol table (PyDictObject) */
+    PyObject *f_locals;         /* local symbol table (any mapping) */
+    PyObject **f_valuestack;    /* points after the last local */
+    PyObject *f_trace;          /* Trace function */
+
+    // It has more things, but we're only interested in things up to f_trace.
+};
+
+typedef uint16_t _Py_CODEUNIT;
+
+// https://github.com/python/cpython/blob/3.11/Include/internal/pycore_frame.h
+typedef struct _PyInterpreterFrame311 {
+    /* "Specials" section */
+    PyFunctionObject *f_func; /* Strong reference */
+    PyObject *f_globals; /* Borrowed reference */
+    PyObject *f_builtins; /* Borrowed reference */
+    PyObject *f_locals; /* Strong reference, may be NULL */
+    void *f_code; /* Strong reference */
+    void *frame_obj; /* Strong reference, may be NULL */
+    /* Linkage section */
+    struct _PyInterpreterFrame311 *previous;
+    // NOTE: This is not necessarily the last instruction started in the given
+    // frame. Rather, it is the code unit *prior to* the *next* instruction. For
+    // example, it may be an inline CACHE entry, an instruction we just jumped
+    // over, or (in the case of a newly-created frame) a totally invalid value:
+    _Py_CODEUNIT *prev_instr;
+    int stacktop;     /* Offset of TOS from localsplus  */
+    bool is_entry;  // Whether this is the "root" frame for the current _PyCFrame.
+    char owner;
+    /* Locals and stack */
+    PyObject *localsplus[1];
+} _PyInterpreterFrame311;
+
+// https://github.com/python/cpython/blob/3.11/Include/internal/pycore_frame.h
+// Note that in 3.11 it's no longer a "PyVarObject".
+class PyFrameObject311 : public PyFrameObject {
+public:
+    PyFrameObject311 *f_back;      /* previous frame, or NULL */
+    struct _PyInterpreterFrame311 *f_frame; /* points to the frame data */
+    PyObject *f_trace;          /* Trace function */
+    int f_lineno;               /* Current line number. Only valid if non-zero */
+    char f_trace_lines;         /* Emit per-line trace events? */
+    char f_trace_opcodes;       /* Emit per-opcode trace events? */
+    char f_fast_as_locals;      /* Have the fast locals of this frame been converted to a dict? */
+    // It has more things, but we're not interested on those.
+};
+
+
+typedef void (*destructor)(PyObject *);
+
+// 2.4 - 3.7
+class PyMethodDef {
+public:
+    char    *ml_name;    /* The name of the built-in function/method */
+};
+
+
+//
+// 2.5 - 3.7
+// While these are compatible there are fields only available on later versions.
+class PyTypeObject : public PyVarObject {
+public:
+    const char *tp_name; /* For printing, in format "<module>.<name>" */
+    size_t tp_basicsize, tp_itemsize; /* For allocation */
+
+    /* Methods to implement standard operations */
+
+    destructor tp_dealloc;
+    void *tp_print;
+    void *tp_getattr;
+    void *tp_setattr;
+    union {
+        void *tp_compare; /* 2.4 - 3.4 */
+        void *tp_as_async; /* 3.5 - 3.7 */
+    };
+    void *tp_repr;
+
+    /* Method suites for standard classes */
+
+    void *tp_as_number;
+    void *tp_as_sequence;
+    void *tp_as_mapping;
+
+    /* More standard operations (here for binary compatibility) */
+
+    void *tp_hash;
+    void *tp_call;
+    void *tp_str;
+    void *tp_getattro;
+    void *tp_setattro;
+
+    /* Functions to access object as input/output buffer */
+    void *tp_as_buffer;
+
+    /* Flags to define presence of optional/expanded features */
+    long tp_flags;
+
+    const char *tp_doc; /* Documentation string */
+
+    /* Assigned meaning in release 2.0 */
+    /* call function for all accessible objects */
+    void *tp_traverse;
+
+    /* delete references to contained objects */
+    void *tp_clear;
+
+    /* Assigned meaning in release 2.1 */
+    /* rich comparisons */
+    void *tp_richcompare;
+
+    /* weak reference enabler */
+    size_t tp_weaklistoffset;
+
+    /* Added in release 2.2 */
+    /* Iterators */
+    void *tp_iter;
+    void *tp_iternext;
+
+    /* Attribute descriptor and subclassing stuff */
+    PyMethodDef *tp_methods;
+    struct PyMemberDef *tp_members;
+    struct PyGetSetDef *tp_getset;
+    struct _typeobject *tp_base;
+    PyObject *tp_dict;
+    void *tp_descr_get;
+    void *tp_descr_set;
+    size_t tp_dictoffset;
+    void *tp_init;
+    void *tp_alloc;
+    void *tp_new;
+    void *tp_free; /* Low-level free-memory routine */
+    void *tp_is_gc; /* For PyObject_IS_GC */
+    PyObject *tp_bases;
+    PyObject *tp_mro; /* method resolution order */
+    PyObject *tp_cache;
+    PyObject *tp_subclasses;
+    PyObject *tp_weaklist;
+    void *tp_del;
+
+    /* Type attribute cache version tag. Added in version 2.6 */
+    unsigned int tp_version_tag;
+};
+
+// 2.4 - 3.7
+class PyTupleObject : public PyVarObject {
+public:
+    PyObject *ob_item[1];
+
+    /* ob_item contains space for 'ob_size' elements.
+     * Items must normally not be nullptr, except during construction when
+     * the tuple is not yet visible outside the function that builds it.
+     */
+};
+
+// 2.4 - 3.7
+class PyCFunctionObject : public PyObject {
+public:
+    PyMethodDef *m_ml;      /* Description of the C function to call */
+    PyObject    *m_self;    /* Passed as 'self' arg to the C func, can be nullptr */
+    PyObject    *m_module;  /* The __module__ attribute, can be anything */
+};
+
+typedef int (*Py_tracefunc)(PyObject *, PyFrameObject *, int, PyObject *);
+
+#define PyTrace_CALL 0
+#define PyTrace_EXCEPTION 1
+#define PyTrace_LINE 2
+#define PyTrace_RETURN 3
+#define PyTrace_C_CALL 4
+#define PyTrace_C_EXCEPTION 5
+#define PyTrace_C_RETURN 6
+
+class PyInterpreterState {
+};
+
+class PyThreadState { };
+
+class PyThreadState_25_27 : public PyThreadState {
+public:
+    /* See Python/ceval.c for comments explaining most fields */
+
+    PyThreadState *next;
+    PyInterpreterState *interp;
+
+    PyFrameObjectBaseUpTo39 *frame;
+    int recursion_depth;
+    /* 'tracing' keeps track of the execution depth when tracing/profiling.
+       This is to prevent the actual trace/profile code from being recorded in
+       the trace/profile. */
+    int tracing;
+    int use_tracing;
+
+    Py_tracefunc c_profilefunc;
+    Py_tracefunc c_tracefunc;
+    PyObject *c_profileobj;
+    PyObject *c_traceobj;
+
+    PyObject *curexc_type;
+    PyObject *curexc_value;
+    PyObject *curexc_traceback;
+
+    PyObject *exc_type;
+    PyObject *exc_value;
+    PyObject *exc_traceback;
+
+    PyObject *dict;  /* Stores per-thread state */
+
+    /* tick_counter is incremented whenever the check_interval ticker
+     * reaches zero. The purpose is to give a useful measure of the number
+     * of interpreted bytecode instructions in a given thread.  This
+     * extremely lightweight statistic collector may be of interest to
+     * profilers (like psyco.jit()), although nothing in the core uses it.
+     */
+    int tick_counter;
+
+    int gilstate_counter;
+
+    PyObject *async_exc; /* Asynchronous exception to raise */
+    long thread_id; /* Thread id where this tstate was created */
+
+    /* XXX signal handlers should also be here */
+    static bool IsFor(int majorVersion, int minorVersion) {
+        return majorVersion == 2 && (minorVersion >= 5 && minorVersion <= 7);
+    }
+
+    static bool IsFor(PythonVersion version) {
+        return version >= PythonVersion_25 && version <= PythonVersion_27;
+    }
+};
+
+class PyThreadState_30_33 : public PyThreadState {
+public:
+    PyThreadState *next;
+    PyInterpreterState *interp;
+
+    PyFrameObjectBaseUpTo39 *frame;
+    int recursion_depth;
+    char overflowed; /* The stack has overflowed. Allow 50 more calls
+                        to handle the runtime error. */
+    char recursion_critical; /* The current calls must not cause
+                                a stack overflow. */
+    /* 'tracing' keeps track of the execution depth when tracing/profiling.
+       This is to prevent the actual trace/profile code from being recorded in
+       the trace/profile. */
+    int tracing;
+    int use_tracing;
+
+    Py_tracefunc c_profilefunc;
+    Py_tracefunc c_tracefunc;
+    PyObject *c_profileobj;
+    PyObject *c_traceobj;
+
+    PyObject *curexc_type;
+    PyObject *curexc_value;
+    PyObject *curexc_traceback;
+
+    PyObject *exc_type;
+    PyObject *exc_value;
+    PyObject *exc_traceback;
+
+    PyObject *dict;  /* Stores per-thread state */
+
+    /* tick_counter is incremented whenever the check_interval ticker
+     * reaches zero. The purpose is to give a useful measure of the number
+     * of interpreted bytecode instructions in a given thread.  This
+     * extremely lightweight statistic collector may be of interest to
+     * profilers (like psyco.jit()), although nothing in the core uses it.
+     */
+    int tick_counter;
+
+    int gilstate_counter;
+
+    PyObject *async_exc; /* Asynchronous exception to raise */
+    long thread_id; /* Thread id where this tstate was created */
+
+    /* XXX signal handlers should also be here */
+    static bool IsFor(int majorVersion, int minorVersion) {
+        return majorVersion == 3 && (minorVersion >= 0 && minorVersion <= 3);
+    }
+
+    static bool IsFor(PythonVersion version) {
+        return version >= PythonVersion_30 && version <= PythonVersion_33;
+    }
+};
+
+class PyThreadState_34_36 : public PyThreadState {
+public:
+    PyThreadState *prev;
+    PyThreadState *next;
+    PyInterpreterState *interp;
+
+    PyFrameObjectBaseUpTo39 *frame;
+    int recursion_depth;
+    char overflowed; /* The stack has overflowed. Allow 50 more calls
+                        to handle the runtime error. */
+    char recursion_critical; /* The current calls must not cause
+                                a stack overflow. */
+    /* 'tracing' keeps track of the execution depth when tracing/profiling.
+        This is to prevent the actual trace/profile code from being recorded in
+        the trace/profile. */
+    int tracing;
+    int use_tracing;
+
+    Py_tracefunc c_profilefunc;
+    Py_tracefunc c_tracefunc;
+    PyObject *c_profileobj;
+    PyObject *c_traceobj;
+
+    PyObject *curexc_type;
+    PyObject *curexc_value;
+    PyObject *curexc_traceback;
+
+    PyObject *exc_type;
+    PyObject *exc_value;
+    PyObject *exc_traceback;
+
+    PyObject *dict;  /* Stores per-thread state */
+
+    int gilstate_counter;
+
+    PyObject *async_exc; /* Asynchronous exception to raise */
+
+    long thread_id; /* Thread id where this tstate was created */
+    /* XXX signal handlers should also be here */
+
+    static bool IsFor(int majorVersion, int minorVersion) {
+        return majorVersion == 3 && minorVersion >= 4 && minorVersion <= 6;
+    }
+
+    static bool IsFor(PythonVersion version) {
+        return version >= PythonVersion_34 && version <= PythonVersion_36;
+    }
+};
+
+struct _PyErr_StackItem {
+    PyObject *exc_type, *exc_value, *exc_traceback;
+    struct _PyErr_StackItem *previous_item;
+};
+
+
+class PyThreadState_37_38 : public PyThreadState {
+public:
+    PyThreadState *prev;
+    PyThreadState *next;
+    PyInterpreterState *interp;
+
+    PyFrameObjectBaseUpTo39 *frame;
+    int recursion_depth;
+    char overflowed; /* The stack has overflowed. Allow 50 more calls
+                     to handle the runtime error. */
+    char recursion_critical; /* The current calls must not cause
+                             a stack overflow. */
+                             /* 'tracing' keeps track of the execution depth when tracing/profiling.
+                             This is to prevent the actual trace/profile code from being recorded in
+                             the trace/profile. */
+    int stackcheck_counter;
+
+    int tracing;
+    int use_tracing;
+
+    Py_tracefunc c_profilefunc;
+    Py_tracefunc c_tracefunc;
+    PyObject *c_profileobj;
+    PyObject *c_traceobj;
+
+    PyObject *curexc_type;
+    PyObject *curexc_value;
+    PyObject *curexc_traceback;
+
+    _PyErr_StackItem exc_state;
+    _PyErr_StackItem *exc_info;
+
+    PyObject *dict;  /* Stores per-thread state */
+
+    int gilstate_counter;
+
+    PyObject *async_exc; /* Asynchronous exception to raise */
+
+    unsigned long thread_id; /* Thread id where this tstate was created */
+
+    static bool IsFor(int majorVersion, int minorVersion) {
+        return majorVersion == 3 && (minorVersion == 7 || minorVersion == 8);
+    }
+
+    static bool IsFor(PythonVersion version) {
+        return version == PythonVersion_37 || version == PythonVersion_38;
+    }
+};
+
+// i.e.: https://github.com/python/cpython/blob/master/Include/cpython/pystate.h
+class PyThreadState_39 : public PyThreadState {
+public:
+    PyThreadState *prev;
+    PyThreadState *next;
+    PyInterpreterState *interp;
+
+    PyFrameObjectBaseUpTo39 *frame;
+    int recursion_depth;
+    char overflowed; /* The stack has overflowed. Allow 50 more calls
+                     to handle the runtime error. */
+    int stackcheck_counter;
+
+    int tracing;
+    int use_tracing;
+
+    Py_tracefunc c_profilefunc;
+    Py_tracefunc c_tracefunc;
+    PyObject *c_profileobj;
+    PyObject *c_traceobj;
+
+    PyObject *curexc_type;
+    PyObject *curexc_value;
+    PyObject *curexc_traceback;
+
+    _PyErr_StackItem exc_state;
+    _PyErr_StackItem *exc_info;
+
+    PyObject *dict;  /* Stores per-thread state */
+
+    int gilstate_counter;
+
+    PyObject *async_exc; /* Asynchronous exception to raise */
+
+    unsigned long thread_id; /* Thread id where this tstate was created */
+
+    static bool IsFor(int majorVersion, int minorVersion) {
+        return majorVersion == 3 && minorVersion == 9;
+    }
+
+    static bool IsFor(PythonVersion version) {
+        return version == PythonVersion_39;
+    }
+};
+
+typedef struct _cframe {
+    /* This struct will be threaded through the C stack
+     * allowing fast access to per-thread state that needs
+     * to be accessed quickly by the interpreter, but can
+     * be modified outside of the interpreter.
+     *
+     * WARNING: This makes data on the C stack accessible from
+     * heap objects. Care must be taken to maintain stack
+     * discipline and make sure that instances of this struct cannot
+     * accessed outside of their lifetime.
+     */
+    int use_tracing;
+    struct _cframe *previous;
+} CFrame;
+
+// i.e.: https://github.com/python/cpython/blob/master/Include/cpython/pystate.h
+class PyThreadState_310 : public PyThreadState {
+public:
+    PyThreadState *prev;
+    PyThreadState *next;
+    PyInterpreterState *interp;
+
+    PyFrameObject310 *frame;
+    int recursion_depth;
+    int recursion_headroom; /* Allow 50 more calls to handle any errors. */
+    int stackcheck_counter;
+
+    /* 'tracing' keeps track of the execution depth when tracing/profiling.
+       This is to prevent the actual trace/profile code from being recorded in
+       the trace/profile. */
+    int tracing;
+
+    /* Pointer to current CFrame in the C stack frame of the currently,
+     * or most recently, executing _PyEval_EvalFrameDefault. */
+    CFrame *cframe;
+
+
+    Py_tracefunc c_profilefunc;
+    Py_tracefunc c_tracefunc;
+    PyObject *c_profileobj;
+    PyObject *c_traceobj;
+
+    PyObject *curexc_type;
+    PyObject *curexc_value;
+    PyObject *curexc_traceback;
+
+    _PyErr_StackItem exc_state;
+    _PyErr_StackItem *exc_info;
+
+    PyObject *dict;  /* Stores per-thread state */
+
+    int gilstate_counter;
+
+    PyObject *async_exc; /* Asynchronous exception to raise */
+
+    unsigned long thread_id; /* Thread id where this tstate was created */
+
+    static bool IsFor(int majorVersion, int minorVersion) {
+        return majorVersion == 3 && minorVersion == 10;
+    }
+
+    static bool IsFor(PythonVersion version) {
+        return version == PythonVersion_310;
+    }
+};
+
+// i.e.: https://github.com/python/cpython/blob/3.11/Include/cpython/pystate.h
+class PyThreadState_311 : public PyThreadState {
+public:
+    PyThreadState *prev;
+    PyThreadState *next;
+    PyInterpreterState *interp;
+
+    int _initialized;
+
+    int _static;
+    
+    int recursion_remaining;
+    int recursion_limit;
+    int recursion_headroom; /* Allow 50 more calls to handle any errors. */
+
+    /* 'tracing' keeps track of the execution depth when tracing/profiling.
+       This is to prevent the actual trace/profile code from being recorded in
+       the trace/profile. */
+    int tracing;
+    int tracing_what;
+
+    /* Pointer to current CFrame in the C stack frame of the currently,
+     * or most recently, executing _PyEval_EvalFrameDefault. */
+    CFrame *cframe;
+
+
+    Py_tracefunc c_profilefunc;
+    Py_tracefunc c_tracefunc;
+    PyObject *c_profileobj;
+    PyObject *c_traceobj;
+
+    PyObject *curexc_type;
+    PyObject *curexc_value;
+    PyObject *curexc_traceback;
+
+    _PyErr_StackItem *exc_info;
+
+    PyObject *dict;  /* Stores per-thread state */
+
+    int gilstate_counter;
+
+    PyObject *async_exc; /* Asynchronous exception to raise */
+
+    unsigned long thread_id; /* Thread id where this tstate was created */
+
+    static bool IsFor(int majorVersion, int minorVersion) {
+        return majorVersion == 3 && minorVersion == 11;
+    }
+
+    static bool IsFor(PythonVersion version) {
+        return version == PythonVersion_311;
+    }
+};
+
+class PyIntObject : public PyObject {
+public:
+    long ob_ival;
+};
+
+class Py3kLongObject : public PyVarObject {
+public:
+    DWORD ob_digit[1];
+};
+
+class PyOldStyleClassObject : public PyObject {
+public:
+    PyObject *cl_bases; /* A tuple of class objects */
+    PyObject *cl_dict; /* A dictionary */
+    PyObject *cl_name; /* A string */
+    /* The following three are functions or nullptr */
+    PyObject *cl_getattr;
+    PyObject *cl_setattr;
+    PyObject *cl_delattr;
+};
+
+class PyInstanceObject : public PyObject {
+public:
+    PyOldStyleClassObject *in_class; /* The class object */
+    PyObject *in_dict; /* A dictionary */
+    PyObject *in_weakreflist; /* List of weak references */
+};
+
+#endif
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/ref_utils.hpp b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/common/ref_utils.hpp
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/event.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/event.py
new file mode 120000
index 0000000..072ce98
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/event.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/43/31/cf/09c1af119d4bacbdf775d55e80cb1be815114605414a2da7576d1a393b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/interactive.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/interactive.py
new file mode 100644
index 0000000..b9d842f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/interactive.py
@@ -0,0 +1,2242 @@
+#!~/.wine/drive_c/Python25/python.exe
+# -*- coding: utf-8 -*-
+
+# Acknowledgements:
+#  Nicolas Economou, for his command line debugger on which this is inspired.
+#  http://tinyurl.com/nicolaseconomou
+
+# Copyright (c) 2009-2014, Mario Vilas
+# All rights reserved.
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are met:
+#
+#     * Redistributions of source code must retain the above copyright notice,
+#       this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above copyright
+#       notice,this list of conditions and the following disclaimer in the
+#       documentation and/or other materials provided with the distribution.
+#     * Neither the name of the copyright holder nor the names of its
+#       contributors may be used to endorse or promote products derived from
+#       this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
+# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
+# POSSIBILITY OF SUCH DAMAGE.
+
+"""
+Interactive debugging console.
+
+@group Debugging:
+    ConsoleDebugger
+
+@group Exceptions:
+    CmdError
+"""
+
+from __future__ import with_statement
+
+__revision__ = "$Id$"
+
+__all__ = [ 'ConsoleDebugger', 'CmdError' ]
+
+# TODO document this module with docstrings.
+# TODO command to set a last error breakpoint.
+# TODO command to show available plugins.
+
+from winappdbg import win32
+from winappdbg import compat
+from winappdbg.system import System
+from winappdbg.util import PathOperations
+from winappdbg.event import EventHandler, NoEvent
+from winappdbg.textio import HexInput, HexOutput, HexDump, CrashDump, DebugLog
+
+import os
+import sys
+import code
+import time
+import warnings
+import traceback
+
+# too many variables named "cmd" to have a module by the same name :P
+from cmd import Cmd
+
+# lazy imports
+readline = None
+
+#==============================================================================
+
+
+class DummyEvent (NoEvent):
+    "Dummy event object used internally by L{ConsoleDebugger}."
+
+    def get_pid(self):
+        return self._pid
+
+    def get_tid(self):
+        return self._tid
+
+    def get_process(self):
+        return self._process
+
+    def get_thread(self):
+        return self._thread
+
+#==============================================================================
+
+
+class CmdError (Exception):
+    """
+    Exception raised when a command parsing error occurs.
+    Used internally by L{ConsoleDebugger}.
+    """
+
+#==============================================================================
+
+
+class ConsoleDebugger (Cmd, EventHandler):
+    """
+    Interactive console debugger.
+
+    @see: L{Debug.interactive}
+    """
+
+#------------------------------------------------------------------------------
+# Class variables
+
+    # Exception to raise when an error occurs executing a command.
+    command_error_exception = CmdError
+
+    # Milliseconds to wait for debug events in the main loop.
+    dwMilliseconds = 100
+
+    # History file name.
+    history_file = '.winappdbg_history'
+
+    # Confirm before quitting?
+    confirm_quit = True
+
+    # Valid plugin name characters.
+    valid_plugin_name_chars = 'ABCDEFGHIJKLMNOPQRSTUVWXY' \
+                              'abcdefghijklmnopqrstuvwxy' \
+                              '012345678'                 \
+                              '_'
+
+    # Names of the registers.
+    segment_names = ('cs', 'ds', 'es', 'fs', 'gs')
+
+    register_alias_64_to_32 = {
+        'eax':'Rax', 'ebx':'Rbx', 'ecx':'Rcx', 'edx':'Rdx',
+        'eip':'Rip', 'ebp':'Rbp', 'esp':'Rsp', 'esi':'Rsi', 'edi':'Rdi'
+    }
+    register_alias_64_to_16 = { 'ax':'Rax', 'bx':'Rbx', 'cx':'Rcx', 'dx':'Rdx' }
+    register_alias_64_to_8_low = { 'al':'Rax', 'bl':'Rbx', 'cl':'Rcx', 'dl':'Rdx' }
+    register_alias_64_to_8_high = { 'ah':'Rax', 'bh':'Rbx', 'ch':'Rcx', 'dh':'Rdx' }
+    register_alias_32_to_16 = { 'ax':'Eax', 'bx':'Ebx', 'cx':'Ecx', 'dx':'Edx' }
+    register_alias_32_to_8_low = { 'al':'Eax', 'bl':'Ebx', 'cl':'Ecx', 'dl':'Edx' }
+    register_alias_32_to_8_high = { 'ah':'Eax', 'bh':'Ebx', 'ch':'Ecx', 'dh':'Edx' }
+
+    register_aliases_full_32 = list(segment_names)
+    register_aliases_full_32.extend(compat.iterkeys(register_alias_32_to_16))
+    register_aliases_full_32.extend(compat.iterkeys(register_alias_32_to_8_low))
+    register_aliases_full_32.extend(compat.iterkeys(register_alias_32_to_8_high))
+    register_aliases_full_32 = tuple(register_aliases_full_32)
+
+    register_aliases_full_64 = list(segment_names)
+    register_aliases_full_64.extend(compat.iterkeys(register_alias_64_to_32))
+    register_aliases_full_64.extend(compat.iterkeys(register_alias_64_to_16))
+    register_aliases_full_64.extend(compat.iterkeys(register_alias_64_to_8_low))
+    register_aliases_full_64.extend(compat.iterkeys(register_alias_64_to_8_high))
+    register_aliases_full_64 = tuple(register_aliases_full_64)
+
+    # Names of the control flow instructions.
+    jump_instructions = (
+        'jmp', 'jecxz', 'jcxz',
+        'ja', 'jnbe', 'jae', 'jnb', 'jb', 'jnae', 'jbe', 'jna', 'jc', 'je',
+        'jz', 'jnc', 'jne', 'jnz', 'jnp', 'jpo', 'jp', 'jpe', 'jg', 'jnle',
+        'jge', 'jnl', 'jl', 'jnge', 'jle', 'jng', 'jno', 'jns', 'jo', 'js'
+    )
+    call_instructions = ('call', 'ret', 'retn')
+    loop_instructions = ('loop', 'loopz', 'loopnz', 'loope', 'loopne')
+    control_flow_instructions = call_instructions + loop_instructions + \
+                                jump_instructions
+
+#------------------------------------------------------------------------------
+# Instance variables
+
+    def __init__(self):
+        """
+        Interactive console debugger.
+
+        @see: L{Debug.interactive}
+        """
+        Cmd.__init__(self)
+        EventHandler.__init__(self)
+
+        # Quit the debugger when True.
+        self.debuggerExit = False
+
+        # Full path to the history file.
+        self.history_file_full_path = None
+
+        # Last executed command.
+        self.__lastcmd = ""
+
+#------------------------------------------------------------------------------
+# Debugger
+
+    # Use this Debug object.
+    def start_using_debugger(self, debug):
+
+        # Clear the previous Debug object.
+        self.stop_using_debugger()
+
+        # Keep the Debug object.
+        self.debug = debug
+
+        # Set ourselves as the event handler for the debugger.
+        self.prevHandler = debug.set_event_handler(self)
+
+    # Stop using the Debug object given by start_using_debugger().
+    # Circular references must be removed, or the destructors never get called.
+    def stop_using_debugger(self):
+        if hasattr(self, 'debug'):
+            debug = self.debug
+            debug.set_event_handler(self.prevHandler)
+            del self.prevHandler
+            del self.debug
+            return debug
+        return None
+
+    # Destroy the Debug object.
+    def destroy_debugger(self, autodetach=True):
+        debug = self.stop_using_debugger()
+        if debug is not None:
+            if not autodetach:
+                debug.kill_all(bIgnoreExceptions=True)
+                debug.lastEvent = None
+            debug.stop()
+        del debug
+
+    @property
+    def lastEvent(self):
+        return self.debug.lastEvent
+
+    def set_fake_last_event(self, process):
+        if self.lastEvent is None:
+            self.debug.lastEvent = DummyEvent(self.debug)
+            self.debug.lastEvent._process = process
+            self.debug.lastEvent._thread = process.get_thread(
+                                                process.get_thread_ids()[0])
+            self.debug.lastEvent._pid = process.get_pid()
+            self.debug.lastEvent._tid = self.lastEvent._thread.get_tid()
+
+#------------------------------------------------------------------------------
+# Input
+
+# TODO
+# * try to guess breakpoints when insufficient data is given
+# * child Cmd instances will have to be used for other prompts, for example
+#   when assembling or editing memory - it may also be a good idea to think
+#   if it's possible to make the main Cmd instance also a child, instead of
+#   the debugger itself - probably the same goes for the EventHandler, maybe
+#   it can be used as a contained object rather than a parent class.
+
+    # Join a token list into an argument string.
+    def join_tokens(self, token_list):
+        return self.debug.system.argv_to_cmdline(token_list)
+
+    # Split an argument string into a token list.
+    def split_tokens(self, arg, min_count=0, max_count=None):
+        token_list = self.debug.system.cmdline_to_argv(arg)
+        if len(token_list) < min_count:
+            raise CmdError("missing parameters.")
+        if max_count and len(token_list) > max_count:
+            raise CmdError("too many parameters.")
+        return token_list
+
+    # Token is a thread ID or name.
+    def input_thread(self, token):
+        targets = self.input_thread_list([token])
+        if len(targets) == 0:
+            raise CmdError("missing thread name or ID")
+        if len(targets) > 1:
+            msg = "more than one thread with that name:\n"
+            for tid in targets:
+                msg += "\t%d\n" % tid
+            msg = msg[:-len("\n")]
+            raise CmdError(msg)
+        return targets[0]
+
+    # Token list is a list of thread IDs or names.
+    def input_thread_list(self, token_list):
+        targets = set()
+        system = self.debug.system
+        for token in token_list:
+            try:
+                tid = self.input_integer(token)
+                if not system.has_thread(tid):
+                    raise CmdError("thread not found (%d)" % tid)
+                targets.add(tid)
+            except ValueError:
+                found = set()
+                for process in system.iter_processes():
+                    found.update(system.find_threads_by_name(token))
+                if not found:
+                    raise CmdError("thread not found (%s)" % token)
+                for thread in found:
+                    targets.add(thread.get_tid())
+        targets = list(targets)
+        targets.sort()
+        return targets
+
+    # Token is a process ID or name.
+    def input_process(self, token):
+        targets = self.input_process_list([token])
+        if len(targets) == 0:
+            raise CmdError("missing process name or ID")
+        if len(targets) > 1:
+            msg = "more than one process with that name:\n"
+            for pid in targets:
+                msg += "\t%d\n" % pid
+            msg = msg[:-len("\n")]
+            raise CmdError(msg)
+        return targets[0]
+
+    # Token list is a list of process IDs or names.
+    def input_process_list(self, token_list):
+        targets = set()
+        system = self.debug.system
+        for token in token_list:
+            try:
+                pid = self.input_integer(token)
+                if not system.has_process(pid):
+                    raise CmdError("process not found (%d)" % pid)
+                targets.add(pid)
+            except ValueError:
+                found = system.find_processes_by_filename(token)
+                if not found:
+                    raise CmdError("process not found (%s)" % token)
+                for (process, _) in found:
+                    targets.add(process.get_pid())
+        targets = list(targets)
+        targets.sort()
+        return targets
+
+    # Token is a command line to execute.
+    def input_command_line(self, command_line):
+        argv = self.debug.system.cmdline_to_argv(command_line)
+        if not argv:
+            raise CmdError("missing command line to execute")
+        fname = argv[0]
+        if not os.path.exists(fname):
+            try:
+                fname, _ = win32.SearchPath(None, fname, '.exe')
+            except WindowsError:
+                raise CmdError("file not found: %s" % fname)
+            argv[0] = fname
+            command_line = self.debug.system.argv_to_cmdline(argv)
+        return command_line
+
+    # Token is an integer.
+    # Only hexadecimal format is supported.
+    def input_hexadecimal_integer(self, token):
+        return int(token, 0x10)
+
+    # Token is an integer.
+    # It can be in any supported format.
+    def input_integer(self, token):
+        return HexInput.integer(token)
+# #    input_integer = input_hexadecimal_integer
+
+    # Token is an address.
+    # The address can be a integer, a label or a register.
+    def input_address(self, token, pid=None, tid=None):
+        address = None
+        if self.is_register(token):
+            if tid is None:
+                if self.lastEvent is None or pid != self.lastEvent.get_pid():
+                    msg = "can't resolve register (%s) for unknown thread"
+                    raise CmdError(msg % token)
+                tid = self.lastEvent.get_tid()
+            address = self.input_register(token, tid)
+        if address is None:
+            try:
+                address = self.input_hexadecimal_integer(token)
+            except ValueError:
+                if pid is None:
+                    if self.lastEvent is None:
+                        raise CmdError("no current process set")
+                    process = self.lastEvent.get_process()
+                elif self.lastEvent is not None and pid == self.lastEvent.get_pid():
+                    process = self.lastEvent.get_process()
+                else:
+                    try:
+                        process = self.debug.system.get_process(pid)
+                    except KeyError:
+                        raise CmdError("process not found (%d)" % pid)
+                try:
+                    address = process.resolve_label(token)
+                except Exception:
+                    raise CmdError("unknown address (%s)" % token)
+        return address
+
+    # Token is an address range, or a single address.
+    # The addresses can be integers, labels or registers.
+    def input_address_range(self, token_list, pid=None, tid=None):
+        if len(token_list) == 2:
+            token_1, token_2 = token_list
+            address = self.input_address(token_1, pid, tid)
+            try:
+                size = self.input_integer(token_2)
+            except ValueError:
+                raise CmdError("bad address range: %s %s" % (token_1, token_2))
+        elif len(token_list) == 1:
+            token = token_list[0]
+            if '-' in token:
+                try:
+                    token_1, token_2 = token.split('-')
+                except Exception:
+                    raise CmdError("bad address range: %s" % token)
+                address = self.input_address(token_1, pid, tid)
+                size = self.input_address(token_2, pid, tid) - address
+            else:
+                address = self.input_address(token, pid, tid)
+                size = None
+        return address, size
+
+    # XXX TODO
+    # Support non-integer registers here.
+    def is_register(self, token):
+        if win32.arch == 'i386':
+            if token in self.register_aliases_full_32:
+                return True
+            token = token.title()
+            for (name, typ) in win32.CONTEXT._fields_:
+                if name == token:
+                    return win32.sizeof(typ) == win32.sizeof(win32.DWORD)
+        elif win32.arch == 'amd64':
+            if token in self.register_aliases_full_64:
+                return True
+            token = token.title()
+            for (name, typ) in win32.CONTEXT._fields_:
+                if name == token:
+                    return win32.sizeof(typ) == win32.sizeof(win32.DWORD64)
+        return False
+
+    # The token is a register name.
+    # Returns None if no register name is matched.
+    def input_register(self, token, tid=None):
+        if tid is None:
+            if self.lastEvent is None:
+                raise CmdError("no current process set")
+            thread = self.lastEvent.get_thread()
+        else:
+            thread = self.debug.system.get_thread(tid)
+        ctx = thread.get_context()
+
+        token = token.lower()
+        title = token.title()
+
+        if title in ctx:
+            return ctx.get(title)  # eax -> Eax
+
+        if ctx.arch == 'i386':
+
+            if token in self.segment_names:
+                return ctx.get('Seg%s' % title)  # cs -> SegCs
+
+            if token in self.register_alias_32_to_16:
+                return ctx.get(self.register_alias_32_to_16[token]) & 0xFFFF
+
+            if token in self.register_alias_32_to_8_low:
+                return ctx.get(self.register_alias_32_to_8_low[token]) & 0xFF
+
+            if token in self.register_alias_32_to_8_high:
+                return (ctx.get(self.register_alias_32_to_8_high[token]) & 0xFF00) >> 8
+
+        elif ctx.arch == 'amd64':
+
+            if token in self.segment_names:
+                return ctx.get('Seg%s' % title)  # cs -> SegCs
+
+            if token in self.register_alias_64_to_32:
+                return ctx.get(self.register_alias_64_to_32[token]) & 0xFFFFFFFF
+
+            if token in self.register_alias_64_to_16:
+                return ctx.get(self.register_alias_64_to_16[token]) & 0xFFFF
+
+            if token in self.register_alias_64_to_8_low:
+                return ctx.get(self.register_alias_64_to_8_low[token]) & 0xFF
+
+            if token in self.register_alias_64_to_8_high:
+                return (ctx.get(self.register_alias_64_to_8_high[token]) & 0xFF00) >> 8
+
+        return None
+
+    # Token list contains an address or address range.
+    # The prefix is also parsed looking for process and thread IDs.
+    def input_full_address_range(self, token_list):
+        pid, tid = self.get_process_and_thread_ids_from_prefix()
+        address, size = self.input_address_range(token_list, pid, tid)
+        return pid, tid, address, size
+
+    # Token list contains a breakpoint.
+    def input_breakpoint(self, token_list):
+        pid, tid, address, size = self.input_full_address_range(token_list)
+        if not self.debug.is_debugee(pid):
+            raise CmdError("target process is not being debugged")
+        return pid, tid, address, size
+
+    # Token list contains a memory address, and optional size and process.
+    # Sets the results as the default for the next display command.
+    def input_display(self, token_list, default_size=64):
+        pid, tid, address, size = self.input_full_address_range(token_list)
+        if not size:
+            size = default_size
+        next_address = HexOutput.integer(address + size)
+        self.default_display_target = next_address
+        return pid, tid, address, size
+
+#------------------------------------------------------------------------------
+# Output
+
+    # Tell the user a module was loaded.
+    def print_module_load(self, event):
+        mod = event.get_module()
+        base = mod.get_base()
+        name = mod.get_filename()
+        if not name:
+            name = ''
+        msg = "Loaded module (%s) %s"
+        msg = msg % (HexDump.address(base), name)
+        print(msg)
+
+    # Tell the user a module was unloaded.
+    def print_module_unload(self, event):
+        mod = event.get_module()
+        base = mod.get_base()
+        name = mod.get_filename()
+        if not name:
+            name = ''
+        msg = "Unloaded module (%s) %s"
+        msg = msg % (HexDump.address(base), name)
+        print(msg)
+
+    # Tell the user a process was started.
+    def print_process_start(self, event):
+        pid = event.get_pid()
+        start = event.get_start_address()
+        if start:
+            start = HexOutput.address(start)
+            print("Started process %d at %s" % (pid, start))
+        else:
+            print("Attached to process %d" % pid)
+
+    # Tell the user a thread was started.
+    def print_thread_start(self, event):
+        tid = event.get_tid()
+        start = event.get_start_address()
+        if start:
+            with warnings.catch_warnings():
+                warnings.simplefilter("ignore")
+                start = event.get_process().get_label_at_address(start)
+            print("Started thread %d at %s" % (tid, start))
+        else:
+            print("Attached to thread %d" % tid)
+
+    # Tell the user a process has finished.
+    def print_process_end(self, event):
+        pid = event.get_pid()
+        code = event.get_exit_code()
+        print("Process %d terminated, exit code %d" % (pid, code))
+
+    # Tell the user a thread has finished.
+    def print_thread_end(self, event):
+        tid = event.get_tid()
+        code = event.get_exit_code()
+        print("Thread %d terminated, exit code %d" % (tid, code))
+
+    # Print(debug strings.
+    def print_debug_string(self, event):
+        tid = event.get_tid()
+        string = event.get_debug_string()
+        print("Thread %d says: %r" % (tid, string))
+
+    # Inform the user of any other debugging event.
+    def print_event(self, event):
+        code = HexDump.integer(event.get_event_code())
+        name = event.get_event_name()
+        desc = event.get_event_description()
+        if code in desc:
+            print('')
+            print("%s: %s" % (name, desc))
+        else:
+            print('')
+            print("%s (%s): %s" % (name, code, desc))
+        self.print_event_location(event)
+
+    # Stop on exceptions and prompt for commands.
+    def print_exception(self, event):
+        address = HexDump.address(event.get_exception_address())
+        code = HexDump.integer(event.get_exception_code())
+        desc = event.get_exception_description()
+        if event.is_first_chance():
+            chance = 'first'
+        else:
+            chance = 'second'
+        if code in desc:
+            msg = "%s at address %s (%s chance)" % (desc, address, chance)
+        else:
+            msg = "%s (%s) at address %s (%s chance)" % (desc, code, address, chance)
+        print('')
+        print(msg)
+        self.print_event_location(event)
+
+    # Show the current location in the code.
+    def print_event_location(self, event):
+        process = event.get_process()
+        thread = event.get_thread()
+        self.print_current_location(process, thread)
+
+    # Show the current location in the code.
+    def print_breakpoint_location(self, event):
+        process = event.get_process()
+        thread = event.get_thread()
+        pc = event.get_exception_address()
+        self.print_current_location(process, thread, pc)
+
+    # Show the current location in any process and thread.
+    def print_current_location(self, process=None, thread=None, pc=None):
+        if not process:
+            if self.lastEvent is None:
+                raise CmdError("no current process set")
+            process = self.lastEvent.get_process()
+        if not thread:
+            if self.lastEvent is None:
+                raise CmdError("no current process set")
+            thread = self.lastEvent.get_thread()
+        thread.suspend()
+        try:
+            if pc is None:
+                pc = thread.get_pc()
+            ctx = thread.get_context()
+        finally:
+            thread.resume()
+        label = process.get_label_at_address(pc)
+        try:
+            disasm = process.disassemble(pc, 15)
+        except WindowsError:
+            disasm = None
+        except NotImplementedError:
+            disasm = None
+        print('')
+        print(CrashDump.dump_registers(ctx),)
+        print("%s:" % label)
+        if disasm:
+            print(CrashDump.dump_code_line(disasm[0], pc, bShowDump=True))
+        else:
+            try:
+                data = process.peek(pc, 15)
+            except Exception:
+                data = None
+            if data:
+                print('%s: %s' % (HexDump.address(pc), HexDump.hexblock_byte(data)))
+            else:
+                print('%s: ???' % HexDump.address(pc))
+
+    # Display memory contents using a given method.
+    def print_memory_display(self, arg, method):
+        if not arg:
+            arg = self.default_display_target
+        token_list = self.split_tokens(arg, 1, 2)
+        pid, tid, address, size = self.input_display(token_list)
+        label = self.get_process(pid).get_label_at_address(address)
+        data = self.read_memory(address, size, pid)
+        if data:
+            print("%s:" % label)
+            print(method(data, address),)
+
+#------------------------------------------------------------------------------
+# Debugging
+
+    # Get the process ID from the prefix or the last event.
+    def get_process_id_from_prefix(self):
+        if self.cmdprefix:
+            pid = self.input_process(self.cmdprefix)
+        else:
+            if self.lastEvent is None:
+                raise CmdError("no current process set")
+            pid = self.lastEvent.get_pid()
+        return pid
+
+    # Get the thread ID from the prefix or the last event.
+    def get_thread_id_from_prefix(self):
+        if self.cmdprefix:
+            tid = self.input_thread(self.cmdprefix)
+        else:
+            if self.lastEvent is None:
+                raise CmdError("no current process set")
+            tid = self.lastEvent.get_tid()
+        return tid
+
+    # Get the process from the prefix or the last event.
+    def get_process_from_prefix(self):
+        pid = self.get_process_id_from_prefix()
+        return self.get_process(pid)
+
+    # Get the thread from the prefix or the last event.
+    def get_thread_from_prefix(self):
+        tid = self.get_thread_id_from_prefix()
+        return self.get_thread(tid)
+
+    # Get the process and thread IDs from the prefix or the last event.
+    def get_process_and_thread_ids_from_prefix(self):
+        if self.cmdprefix:
+            try:
+                pid = self.input_process(self.cmdprefix)
+                tid = None
+            except CmdError:
+                try:
+                    tid = self.input_thread(self.cmdprefix)
+                    pid = self.debug.system.get_thread(tid).get_pid()
+                except CmdError:
+                    msg = "unknown process or thread (%s)" % self.cmdprefix
+                    raise CmdError(msg)
+        else:
+            if self.lastEvent is None:
+                raise CmdError("no current process set")
+            pid = self.lastEvent.get_pid()
+            tid = self.lastEvent.get_tid()
+        return pid, tid
+
+    # Get the process and thread from the prefix or the last event.
+    def get_process_and_thread_from_prefix(self):
+        pid, tid = self.get_process_and_thread_ids_from_prefix()
+        process = self.get_process(pid)
+        thread = self.get_thread(tid)
+        return process, thread
+
+    # Get the process object.
+    def get_process(self, pid=None):
+        if pid is None:
+            if self.lastEvent is None:
+                raise CmdError("no current process set")
+            process = self.lastEvent.get_process()
+        elif self.lastEvent is not None and pid == self.lastEvent.get_pid():
+            process = self.lastEvent.get_process()
+        else:
+            try:
+                process = self.debug.system.get_process(pid)
+            except KeyError:
+                raise CmdError("process not found (%d)" % pid)
+        return process
+
+    # Get the thread object.
+    def get_thread(self, tid=None):
+        if tid is None:
+            if self.lastEvent is None:
+                raise CmdError("no current process set")
+            thread = self.lastEvent.get_thread()
+        elif self.lastEvent is not None and tid == self.lastEvent.get_tid():
+            thread = self.lastEvent.get_thread()
+        else:
+            try:
+                thread = self.debug.system.get_thread(tid)
+            except KeyError:
+                raise CmdError("thread not found (%d)" % tid)
+        return thread
+
+    # Read the process memory.
+    def read_memory(self, address, size, pid=None):
+        process = self.get_process(pid)
+        try:
+            data = process.peek(address, size)
+        except WindowsError:
+            orig_address = HexOutput.integer(address)
+            next_address = HexOutput.integer(address + size)
+            msg = "error reading process %d, from %s to %s (%d bytes)"
+            msg = msg % (pid, orig_address, next_address, size)
+            raise CmdError(msg)
+        return data
+
+    # Write the process memory.
+    def write_memory(self, address, data, pid=None):
+        process = self.get_process(pid)
+        try:
+            process.write(address, data)
+        except WindowsError:
+            size = len(data)
+            orig_address = HexOutput.integer(address)
+            next_address = HexOutput.integer(address + size)
+            msg = "error reading process %d, from %s to %s (%d bytes)"
+            msg = msg % (pid, orig_address, next_address, size)
+            raise CmdError(msg)
+
+    # Change a register value.
+    def change_register(self, register, value, tid=None):
+
+        # Get the thread.
+        if tid is None:
+            if self.lastEvent is None:
+                raise CmdError("no current process set")
+            thread = self.lastEvent.get_thread()
+        else:
+            try:
+                thread = self.debug.system.get_thread(tid)
+            except KeyError:
+                raise CmdError("thread not found (%d)" % tid)
+
+        # Convert the value to integer type.
+        try:
+            value = self.input_integer(value)
+        except ValueError:
+            pid = thread.get_pid()
+            value = self.input_address(value, pid, tid)
+
+        # Suspend the thread.
+        # The finally clause ensures the thread is resumed before returning.
+        thread.suspend()
+        try:
+
+            # Get the current context.
+            ctx = thread.get_context()
+
+            # Register name matching is case insensitive.
+            register = register.lower()
+
+            # Integer 32 bits registers.
+            if register in self.register_names:
+                register = register.title()  # eax -> Eax
+
+            # Segment (16 bit) registers.
+            if register in self.segment_names:
+                register = 'Seg%s' % register.title()  # cs -> SegCs
+                value = value & 0x0000FFFF
+
+            # Integer 16 bits registers.
+            if register in self.register_alias_16:
+                register = self.register_alias_16[register]
+                previous = ctx.get(register) & 0xFFFF0000
+                value = (value & 0x0000FFFF) | previous
+
+            # Integer 8 bits registers (low part).
+            if register in self.register_alias_8_low:
+                register = self.register_alias_8_low[register]
+                previous = ctx.get(register) % 0xFFFFFF00
+                value = (value & 0x000000FF) | previous
+
+            # Integer 8 bits registers (high part).
+            if register in self.register_alias_8_high:
+                register = self.register_alias_8_high[register]
+                previous = ctx.get(register) % 0xFFFF00FF
+                value = ((value & 0x000000FF) << 8) | previous
+
+            # Set the new context.
+            ctx.__setitem__(register, value)
+            thread.set_context(ctx)
+
+        # Resume the thread.
+        finally:
+            thread.resume()
+
+    # Very crude way to find data within the process memory.
+    # TODO: Perhaps pfind.py can be integrated here instead.
+    def find_in_memory(self, query, process):
+        for mbi in process.get_memory_map():
+            if mbi.State != win32.MEM_COMMIT or mbi.Protect & win32.PAGE_GUARD:
+                continue
+            address = mbi.BaseAddress
+            size = mbi.RegionSize
+            try:
+                data = process.read(address, size)
+            except WindowsError:
+                msg = "*** Warning: read error at address %s"
+                msg = msg % HexDump.address(address)
+                print(msg)
+            width = min(len(query), 16)
+            p = data.find(query)
+            while p >= 0:
+                q = p + len(query)
+                d = data[ p: min(q, p + width) ]
+                h = HexDump.hexline(d, width=width)
+                a = HexDump.address(address + p)
+                print("%s: %s" % (a, h))
+                p = data.find(query, q)
+
+    # Kill a process.
+    def kill_process(self, pid):
+        process = self.debug.system.get_process(pid)
+        try:
+            process.kill()
+            if self.debug.is_debugee(pid):
+                self.debug.detach(pid)
+            print("Killed process (%d)" % pid)
+        except Exception:
+            print("Error trying to kill process (%d)" % pid)
+
+    # Kill a thread.
+    def kill_thread(self, tid):
+        thread = self.debug.system.get_thread(tid)
+        try:
+            thread.kill()
+            process = thread.get_process()
+            pid = process.get_pid()
+            if self.debug.is_debugee(pid) and not process.is_alive():
+                self.debug.detach(pid)
+            print("Killed thread (%d)" % tid)
+        except Exception:
+            print("Error trying to kill thread (%d)" % tid)
+
+#------------------------------------------------------------------------------
+# Command prompt input
+
+    # Prompt the user for commands.
+    def prompt_user(self):
+        while not self.debuggerExit:
+            try:
+                self.cmdloop()
+                break
+            except CmdError:
+                e = sys.exc_info()[1]
+                print("*** Error: %s" % str(e))
+            except Exception:
+                traceback.print_exc()
+# #                self.debuggerExit = True
+
+    # Prompt the user for a YES/NO kind of question.
+    def ask_user(self, msg, prompt="Are you sure? (y/N): "):
+        print(msg)
+        answer = raw_input(prompt)
+        answer = answer.strip()[:1].lower()
+        return answer == 'y'
+
+    # Autocomplete the given command when not ambiguous.
+    # Convert it to lowercase (so commands are seen as case insensitive).
+    def autocomplete(self, cmd):
+        cmd = cmd.lower()
+        completed = self.completenames(cmd)
+        if len(completed) == 1:
+            cmd = completed[0]
+        return cmd
+
+    # Get the help text for the given list of command methods.
+    # Note it's NOT a list of commands, but a list of actual method names.
+    # Each line of text is stripped and all lines are sorted.
+    # Repeated text lines are removed.
+    # Returns a single, possibly multiline, string.
+    def get_help(self, commands):
+        msg = set()
+        for name in commands:
+            if name != 'do_help':
+                try:
+                    doc = getattr(self, name).__doc__.split('\n')
+                except Exception:
+                    return ("No help available when Python"
+                             " is run with the -OO switch.")
+                for x in doc:
+                    x = x.strip()
+                    if x:
+                        msg.add('  %s' % x)
+        msg = list(msg)
+        msg.sort()
+        msg = '\n'.join(msg)
+        return msg
+
+    # Parse the prefix and remove it from the command line.
+    def split_prefix(self, line):
+        prefix = None
+        if line.startswith('~'):
+            pos = line.find(' ')
+            if pos == 1:
+                pos = line.find(' ', pos + 1)
+            if not pos < 0:
+                prefix = line[ 1: pos ].strip()
+                line = line[ pos: ].strip()
+        return prefix, line
+
+#------------------------------------------------------------------------------
+# Cmd() hacks
+
+    # Header for help page.
+    doc_header = 'Available commands (type help * or help <command>)'
+
+# #    # Read and write directly to stdin and stdout.
+# #    # This prevents the use of raw_input and print.
+# #    use_rawinput = False
+
+    @property
+    def prompt(self):
+        if self.lastEvent:
+            pid = self.lastEvent.get_pid()
+            tid = self.lastEvent.get_tid()
+            if self.debug.is_debugee(pid):
+# #                return '~%d(%d)> ' % (tid, pid)
+                return '%d:%d> ' % (pid, tid)
+        return '> '
+
+    # Return a sorted list of method names.
+    # Only returns the methods that implement commands.
+    def get_names(self):
+        names = Cmd.get_names(self)
+        names = [ x for x in set(names) if x.startswith('do_') ]
+        names.sort()
+        return names
+
+    # Automatically autocomplete commands, even if Tab wasn't pressed.
+    # The prefix is removed from the line and stored in self.cmdprefix.
+    # Also implement the commands that consist of a symbol character.
+    def parseline(self, line):
+        self.cmdprefix, line = self.split_prefix(line)
+        line = line.strip()
+        if line:
+            if line[0] == '.':
+                line = 'plugin ' + line[1:]
+            elif line[0] == '#':
+                line = 'python ' + line[1:]
+        cmd, arg, line = Cmd.parseline(self, line)
+        if cmd:
+            cmd = self.autocomplete(cmd)
+        return cmd, arg, line
+
+# #    # Don't repeat the last executed command.
+# #    def emptyline(self):
+# #        pass
+
+    # Reset the defaults for some commands.
+    def preloop(self):
+        self.default_disasm_target = 'eip'
+        self.default_display_target = 'eip'
+        self.last_display_command = self.do_db
+
+    # Put the prefix back in the command line.
+    def get_lastcmd(self):
+        return self.__lastcmd
+
+    def set_lastcmd(self, lastcmd):
+        if self.cmdprefix:
+            lastcmd = '~%s %s' % (self.cmdprefix, lastcmd)
+        self.__lastcmd = lastcmd
+
+    lastcmd = property(get_lastcmd, set_lastcmd)
+
+    # Quit the command prompt if the debuggerExit flag is on.
+    def postcmd(self, stop, line):
+        return stop or self.debuggerExit
+
+#------------------------------------------------------------------------------
+# Commands
+
+    # Each command contains a docstring with it's help text.
+    # The help text consist of independent text lines,
+    # where each line shows a command and it's parameters.
+    # Each command method has the help message for itself and all it's aliases.
+    # Only the docstring for the "help" command is shown as-is.
+
+    # NOTE: Command methods MUST be all lowercase!
+
+    # Extended help command.
+    def do_help(self, arg):
+        """
+        ? - show the list of available commands
+        ? * - show help for all commands
+        ? <command> [command...] - show help for the given command(s)
+        help - show the list of available commands
+        help * - show help for all commands
+        help <command> [command...] - show help for the given command(s)
+        """
+        if not arg:
+            Cmd.do_help(self, arg)
+        elif arg in ('?', 'help'):
+            # An easter egg :)
+            print("  Help! I need somebody...")
+            print("  Help! Not just anybody...")
+            print("  Help! You know, I need someone...")
+            print("  Heeelp!")
+        else:
+            if arg == '*':
+                commands = self.get_names()
+                commands = [ x for x in commands if x.startswith('do_') ]
+            else:
+                commands = set()
+                for x in arg.split(' '):
+                    x = x.strip()
+                    if x:
+                        for n in self.completenames(x):
+                            commands.add('do_%s' % n)
+                commands = list(commands)
+                commands.sort()
+            print(self.get_help(commands))
+
+    def do_shell(self, arg):
+        """
+        ! - spawn a system shell
+        shell - spawn a system shell
+        ! <command> [arguments...] - execute a single shell command
+        shell <command> [arguments...] - execute a single shell command
+        """
+        if self.cmdprefix:
+            raise CmdError("prefix not allowed")
+
+        # Try to use the environment to locate cmd.exe.
+        # If not found, it's usually OK to just use the filename,
+        # since cmd.exe is one of those "magic" programs that
+        # can be automatically found by CreateProcess.
+        shell = os.getenv('ComSpec', 'cmd.exe')
+
+        # When given a command, run it and return.
+        # When no command is given, spawn a shell.
+        if arg:
+            arg = '%s /c %s' % (shell, arg)
+        else:
+            arg = shell
+        process = self.debug.system.start_process(arg, bConsole=True)
+        process.wait()
+
+    # This hack fixes a bug in Python, the interpreter console is closing the
+    # stdin pipe when calling the exit() function (Ctrl+Z seems to work fine).
+    class _PythonExit(object):
+
+        def __repr__(self):
+            return "Use exit() or Ctrl-Z plus Return to exit"
+
+        def __call__(self):
+            raise SystemExit()
+
+    _python_exit = _PythonExit()
+
+    # Spawns a Python shell with some handy local variables and the winappdbg
+    # module already imported. Also the console banner is improved.
+    def _spawn_python_shell(self, arg):
+        import winappdbg
+        banner = ('Python %s on %s\nType "help", "copyright", '
+                 '"credits" or "license" for more information.\n')
+        platform = winappdbg.version.lower()
+        platform = 'WinAppDbg %s' % platform
+        banner = banner % (sys.version, platform)
+        local = {}
+        local.update(__builtins__)
+        local.update({
+            '__name__': '__console__',
+            '__doc__': None,
+            'exit': self._python_exit,
+            'self': self,
+            'arg': arg,
+            'winappdbg': winappdbg,
+        })
+        try:
+            code.interact(banner=banner, local=local)
+        except SystemExit:
+            # We need to catch it so it doesn't kill our program.
+            pass
+
+    def do_python(self, arg):
+        """
+        # - spawn a python interpreter
+        python - spawn a python interpreter
+        # <statement> - execute a single python statement
+        python <statement> - execute a single python statement
+        """
+        if self.cmdprefix:
+            raise CmdError("prefix not allowed")
+
+        # When given a Python statement, execute it directly.
+        if arg:
+            try:
+                compat.exec_(arg, globals(), locals())
+            except Exception:
+                traceback.print_exc()
+
+        # When no statement is given, spawn a Python interpreter.
+        else:
+            try:
+                self._spawn_python_shell(arg)
+            except Exception:
+                e = sys.exc_info()[1]
+                raise CmdError(
+                    "unhandled exception when running Python console: %s" % e)
+
+    def do_quit(self, arg):
+        """
+        quit - close the debugging session
+        q - close the debugging session
+        """
+        if self.cmdprefix:
+            raise CmdError("prefix not allowed")
+        if arg:
+            raise CmdError("too many arguments")
+        if self.confirm_quit:
+            count = self.debug.get_debugee_count()
+            if count > 0:
+                if count == 1:
+                    msg = "There's a program still running."
+                else:
+                    msg = "There are %s programs still running." % count
+                if not self.ask_user(msg):
+                    return False
+        self.debuggerExit = True
+        return True
+
+    do_q = do_quit
+
+    def do_attach(self, arg):
+        """
+        attach <target> [target...] - attach to the given process(es)
+        """
+        if self.cmdprefix:
+            raise CmdError("prefix not allowed")
+        targets = self.input_process_list(self.split_tokens(arg, 1))
+        if not targets:
+            print("Error: missing parameters")
+        else:
+            debug = self.debug
+            for pid in targets:
+                try:
+                    debug.attach(pid)
+                    print("Attached to process (%d)" % pid)
+                except Exception:
+                    print("Error: can't attach to process (%d)" % pid)
+
+    def do_detach(self, arg):
+        """
+        [~process] detach - detach from the current process
+        detach - detach from the current process
+        detach <target> [target...] - detach from the given process(es)
+        """
+        debug = self.debug
+        token_list = self.split_tokens(arg)
+        if self.cmdprefix:
+            token_list.insert(0, self.cmdprefix)
+        targets = self.input_process_list(token_list)
+        if not targets:
+            if self.lastEvent is None:
+                raise CmdError("no current process set")
+            targets = [ self.lastEvent.get_pid() ]
+        for pid in targets:
+            try:
+                debug.detach(pid)
+                print("Detached from process (%d)" % pid)
+            except Exception:
+                print("Error: can't detach from process (%d)" % pid)
+
+    def do_windowed(self, arg):
+        """
+        windowed <target> [arguments...] - run a windowed program for debugging
+        """
+        if self.cmdprefix:
+            raise CmdError("prefix not allowed")
+        cmdline = self.input_command_line(arg)
+        try:
+            process = self.debug.execl(arg,
+                                                bConsole=False,
+                                                 bFollow=self.options.follow)
+            print("Spawned process (%d)" % process.get_pid())
+        except Exception:
+            raise CmdError("can't execute")
+        self.set_fake_last_event(process)
+
+    def do_console(self, arg):
+        """
+        console <target> [arguments...] - run a console program for debugging
+        """
+        if self.cmdprefix:
+            raise CmdError("prefix not allowed")
+        cmdline = self.input_command_line(arg)
+        try:
+            process = self.debug.execl(arg,
+                                                bConsole=True,
+                                                 bFollow=self.options.follow)
+            print("Spawned process (%d)" % process.get_pid())
+        except Exception:
+            raise CmdError("can't execute")
+        self.set_fake_last_event(process)
+
+    def do_continue(self, arg):
+        """
+        continue - continue execution
+        g - continue execution
+        go - continue execution
+        """
+        if self.cmdprefix:
+            raise CmdError("prefix not allowed")
+        if arg:
+            raise CmdError("too many arguments")
+        if self.debug.get_debugee_count() > 0:
+            return True
+
+    do_g = do_continue
+    do_go = do_continue
+
+    def do_gh(self, arg):
+        """
+        gh - go with exception handled
+        """
+        if self.cmdprefix:
+            raise CmdError("prefix not allowed")
+        if arg:
+            raise CmdError("too many arguments")
+        if self.lastEvent:
+            self.lastEvent.continueStatus = win32.DBG_EXCEPTION_HANDLED
+        return self.do_go(arg)
+
+    def do_gn(self, arg):
+        """
+        gn - go with exception not handled
+        """
+        if self.cmdprefix:
+            raise CmdError("prefix not allowed")
+        if arg:
+            raise CmdError("too many arguments")
+        if self.lastEvent:
+            self.lastEvent.continueStatus = win32.DBG_EXCEPTION_NOT_HANDLED
+        return self.do_go(arg)
+
+    def do_refresh(self, arg):
+        """
+        refresh - refresh the list of running processes and threads
+        [~process] refresh - refresh the list of running threads
+        """
+        if arg:
+            raise CmdError("too many arguments")
+        if self.cmdprefix:
+            process = self.get_process_from_prefix()
+            process.scan()
+        else:
+            self.debug.system.scan()
+
+    def do_processlist(self, arg):
+        """
+        pl - show the processes being debugged
+        processlist - show the processes being debugged
+        """
+        if self.cmdprefix:
+            raise CmdError("prefix not allowed")
+        if arg:
+            raise CmdError("too many arguments")
+        system = self.debug.system
+        pid_list = self.debug.get_debugee_pids()
+        if pid_list:
+            print("Process ID   File name")
+            for pid in pid_list:
+                if   pid == 0:
+                    filename = "System Idle Process"
+                elif pid == 4:
+                    filename = "System"
+                else:
+                    filename = system.get_process(pid).get_filename()
+                    filename = PathOperations.pathname_to_filename(filename)
+                print("%-12d %s" % (pid, filename))
+
+    do_pl = do_processlist
+
+    def do_threadlist(self, arg):
+        """
+        tl - show the threads being debugged
+        threadlist - show the threads being debugged
+        """
+        if arg:
+            raise CmdError("too many arguments")
+        if self.cmdprefix:
+            process = self.get_process_from_prefix()
+            for thread in process.iter_threads():
+                tid = thread.get_tid()
+                name = thread.get_name()
+                print("%-12d %s" % (tid, name))
+        else:
+            system = self.debug.system
+            pid_list = self.debug.get_debugee_pids()
+            if pid_list:
+                print("Thread ID    Thread name")
+                for pid in pid_list:
+                    process = system.get_process(pid)
+                    for thread in process.iter_threads():
+                        tid = thread.get_tid()
+                        name = thread.get_name()
+                        print("%-12d %s" % (tid, name))
+
+    do_tl = do_threadlist
+
+    def do_kill(self, arg):
+        """
+        [~process] kill - kill a process
+        [~thread] kill - kill a thread
+        kill - kill the current process
+        kill * - kill all debugged processes
+        kill <processes and/or threads...> - kill the given processes and threads
+        """
+        if arg:
+            if arg == '*':
+                target_pids = self.debug.get_debugee_pids()
+                target_tids = list()
+            else:
+                target_pids = set()
+                target_tids = set()
+                if self.cmdprefix:
+                    pid, tid = self.get_process_and_thread_ids_from_prefix()
+                    if tid is None:
+                        target_tids.add(tid)
+                    else:
+                        target_pids.add(pid)
+                for token in self.split_tokens(arg):
+                    try:
+                        pid = self.input_process(token)
+                        target_pids.add(pid)
+                    except CmdError:
+                        try:
+                            tid = self.input_process(token)
+                            target_pids.add(pid)
+                        except CmdError:
+                            msg = "unknown process or thread (%s)" % token
+                            raise CmdError(msg)
+                target_pids = list(target_pids)
+                target_tids = list(target_tids)
+                target_pids.sort()
+                target_tids.sort()
+            msg = "You are about to kill %d processes and %d threads."
+            msg = msg % (len(target_pids), len(target_tids))
+            if self.ask_user(msg):
+                for pid in target_pids:
+                    self.kill_process(pid)
+                for tid in target_tids:
+                    self.kill_thread(tid)
+        else:
+            if self.cmdprefix:
+                pid, tid = self.get_process_and_thread_ids_from_prefix()
+                if tid is None:
+                    if self.lastEvent is not None and pid == self.lastEvent.get_pid():
+                        msg = "You are about to kill the current process."
+                    else:
+                        msg = "You are about to kill process %d." % pid
+                    if self.ask_user(msg):
+                        self.kill_process(pid)
+                else:
+                    if self.lastEvent is not None and tid == self.lastEvent.get_tid():
+                        msg = "You are about to kill the current thread."
+                    else:
+                        msg = "You are about to kill thread %d." % tid
+                    if self.ask_user(msg):
+                        self.kill_thread(tid)
+            else:
+                if self.lastEvent is None:
+                    raise CmdError("no current process set")
+                pid = self.lastEvent.get_pid()
+                if self.ask_user("You are about to kill the current process."):
+                    self.kill_process(pid)
+
+    # TODO: create hidden threads using undocumented API calls.
+    def do_modload(self, arg):
+        """
+        [~process] modload <filename.dll> - load a DLL module
+        """
+        filename = self.split_tokens(arg, 1, 1)[0]
+        process = self.get_process_from_prefix()
+        try:
+            process.inject_dll(filename, bWait=False)
+        except RuntimeError:
+            print("Can't inject module: %r" % filename)
+
+    # TODO: modunload
+
+    def do_stack(self, arg):
+        """
+        [~thread] k - show the stack trace
+        [~thread] stack - show the stack trace
+        """
+        if arg:  # XXX TODO add depth parameter
+            raise CmdError("too many arguments")
+        pid, tid = self.get_process_and_thread_ids_from_prefix()
+        process = self.get_process(pid)
+        thread = process.get_thread(tid)
+        try:
+            stack_trace = thread.get_stack_trace_with_labels()
+            if stack_trace:
+                print(CrashDump.dump_stack_trace_with_labels(stack_trace),)
+            else:
+                print("No stack trace available for thread (%d)" % tid)
+        except WindowsError:
+            print("Can't get stack trace for thread (%d)" % tid)
+
+    do_k = do_stack
+
+    def do_break(self, arg):
+        """
+        break - force a debug break in all debugees
+        break <process> [process...] - force a debug break
+        """
+        debug = self.debug
+        system = debug.system
+        targets = self.input_process_list(self.split_tokens(arg))
+        if not targets:
+            targets = debug.get_debugee_pids()
+            targets.sort()
+        if self.lastEvent:
+            current = self.lastEvent.get_pid()
+        else:
+            current = None
+        for pid in targets:
+            if pid != current and debug.is_debugee(pid):
+                process = system.get_process(pid)
+                try:
+                    process.debug_break()
+                except WindowsError:
+                    print("Can't force a debug break on process (%d)")
+
+    def do_step(self, arg):
+        """
+        p - step on the current assembly instruction
+        next - step on the current assembly instruction
+        step - step on the current assembly instruction
+        """
+        if self.cmdprefix:
+            raise CmdError("prefix not allowed")
+        if self.lastEvent is None:
+            raise CmdError("no current process set")
+        if arg:  # XXX this check is to be removed
+            raise CmdError("too many arguments")
+        pid = self.lastEvent.get_pid()
+        thread = self.lastEvent.get_thread()
+        pc = thread.get_pc()
+        code = thread.disassemble(pc, 16)[0]
+        size = code[1]
+        opcode = code[2].lower()
+        if ' ' in opcode:
+            opcode = opcode[: opcode.find(' ') ]
+        if opcode in self.jump_instructions or opcode in ('int', 'ret', 'retn'):
+            return self.do_trace(arg)
+        address = pc + size
+# #        print(hex(pc), hex(address), size   # XXX DEBUG
+        self.debug.stalk_at(pid, address)
+        return True
+
+    do_p = do_step
+    do_next = do_step
+
+    def do_trace(self, arg):
+        """
+        t - trace at the current assembly instruction
+        trace - trace at the current assembly instruction
+        """
+        if arg:  # XXX this check is to be removed
+            raise CmdError("too many arguments")
+        if self.lastEvent is None:
+            raise CmdError("no current thread set")
+        self.lastEvent.get_thread().set_tf()
+        return True
+
+    do_t = do_trace
+
+    def do_bp(self, arg):
+        """
+        [~process] bp <address> - set a code breakpoint
+        """
+        pid = self.get_process_id_from_prefix()
+        if not self.debug.is_debugee(pid):
+            raise CmdError("target process is not being debugged")
+        process = self.get_process(pid)
+        token_list = self.split_tokens(arg, 1, 1)
+        try:
+            address = self.input_address(token_list[0], pid)
+            deferred = False
+        except Exception:
+            address = token_list[0]
+            deferred = True
+        if not address:
+            address = token_list[0]
+            deferred = True
+        self.debug.break_at(pid, address)
+        if deferred:
+            print("Deferred breakpoint set at %s" % address)
+        else:
+            print("Breakpoint set at %s" % address)
+
+    def do_ba(self, arg):
+        """
+        [~thread] ba <a|w|e> <1|2|4|8> <address> - set hardware breakpoint
+        """
+        debug = self.debug
+        thread = self.get_thread_from_prefix()
+        pid = thread.get_pid()
+        tid = thread.get_tid()
+        if not debug.is_debugee(pid):
+            raise CmdError("target thread is not being debugged")
+        token_list = self.split_tokens(arg, 3, 3)
+        access = token_list[0].lower()
+        size = token_list[1]
+        address = token_list[2]
+        if   access == 'a':
+            access = debug.BP_BREAK_ON_ACCESS
+        elif access == 'w':
+            access = debug.BP_BREAK_ON_WRITE
+        elif access == 'e':
+            access = debug.BP_BREAK_ON_EXECUTION
+        else:
+            raise CmdError("bad access type: %s" % token_list[0])
+        if   size == '1':
+            size = debug.BP_WATCH_BYTE
+        elif size == '2':
+            size = debug.BP_WATCH_WORD
+        elif size == '4':
+            size = debug.BP_WATCH_DWORD
+        elif size == '8':
+            size = debug.BP_WATCH_QWORD
+        else:
+            raise CmdError("bad breakpoint size: %s" % size)
+        thread = self.get_thread_from_prefix()
+        tid = thread.get_tid()
+        pid = thread.get_pid()
+        if not debug.is_debugee(pid):
+            raise CmdError("target process is not being debugged")
+        address = self.input_address(address, pid)
+        if debug.has_hardware_breakpoint(tid, address):
+            debug.erase_hardware_breakpoint(tid, address)
+        debug.define_hardware_breakpoint(tid, address, access, size)
+        debug.enable_hardware_breakpoint(tid, address)
+
+    def do_bm(self, arg):
+        """
+        [~process] bm <address-address> - set memory breakpoint
+        """
+        pid = self.get_process_id_from_prefix()
+        if not self.debug.is_debugee(pid):
+            raise CmdError("target process is not being debugged")
+        process = self.get_process(pid)
+        token_list = self.split_tokens(arg, 1, 2)
+        address, size = self.input_address_range(token_list[0], pid)
+        self.debug.watch_buffer(pid, address, size)
+
+    def do_bl(self, arg):
+        """
+        bl - list the breakpoints for the current process
+        bl * - list the breakpoints for all processes
+        [~process] bl - list the breakpoints for the given process
+        bl <process> [process...] - list the breakpoints for each given process
+        """
+        debug = self.debug
+        if arg == '*':
+            if self.cmdprefix:
+                raise CmdError("prefix not supported")
+            breakpoints = debug.get_debugee_pids()
+        else:
+            targets = self.input_process_list(self.split_tokens(arg))
+            if self.cmdprefix:
+                targets.insert(0, self.input_process(self.cmdprefix))
+            if not targets:
+                if self.lastEvent is None:
+                    raise CmdError("no current process is set")
+                targets = [ self.lastEvent.get_pid() ]
+        for pid in targets:
+            bplist = debug.get_process_code_breakpoints(pid)
+            printed_process_banner = False
+            if bplist:
+                if not printed_process_banner:
+                    print("Process %d:" % pid)
+                    printed_process_banner = True
+                for bp in bplist:
+                    address = repr(bp)[1:-1].replace('remote address ', '')
+                    print("  %s" % address)
+            dbplist = debug.get_process_deferred_code_breakpoints(pid)
+            if dbplist:
+                if not printed_process_banner:
+                    print("Process %d:" % pid)
+                    printed_process_banner = True
+                for (label, action, oneshot) in dbplist:
+                    if oneshot:
+                        address = "  Deferred unconditional one-shot" \
+                              " code breakpoint at %s"
+                    else:
+                        address = "  Deferred unconditional" \
+                              " code breakpoint at %s"
+                    address = address % label
+                    print("  %s" % address)
+            bplist = debug.get_process_page_breakpoints(pid)
+            if bplist:
+                if not printed_process_banner:
+                    print("Process %d:" % pid)
+                    printed_process_banner = True
+                for bp in bplist:
+                    address = repr(bp)[1:-1].replace('remote address ', '')
+                    print("  %s" % address)
+            for tid in debug.system.get_process(pid).iter_thread_ids():
+                bplist = debug.get_thread_hardware_breakpoints(tid)
+                if bplist:
+                    print("Thread %d:" % tid)
+                    for bp in bplist:
+                        address = repr(bp)[1:-1].replace('remote address ', '')
+                        print("  %s" % address)
+
+    def do_bo(self, arg):
+        """
+        [~process] bo <address> - make a code breakpoint one-shot
+        [~thread] bo <address> - make a hardware breakpoint one-shot
+        [~process] bo <address-address> - make a memory breakpoint one-shot
+        [~process] bo <address> <size> - make a memory breakpoint one-shot
+        """
+        token_list = self.split_tokens(arg, 1, 2)
+        pid, tid, address, size = self.input_breakpoint(token_list)
+        debug = self.debug
+        found = False
+        if size is None:
+            if tid is not None:
+                if debug.has_hardware_breakpoint(tid, address):
+                    debug.enable_one_shot_hardware_breakpoint(tid, address)
+                    found = True
+            if pid is not None:
+                if debug.has_code_breakpoint(pid, address):
+                    debug.enable_one_shot_code_breakpoint(pid, address)
+                    found = True
+        else:
+            if debug.has_page_breakpoint(pid, address):
+                debug.enable_one_shot_page_breakpoint(pid, address)
+                found = True
+        if not found:
+            print("Error: breakpoint not found.")
+
+    def do_be(self, arg):
+        """
+        [~process] be <address> - enable a code breakpoint
+        [~thread] be <address> - enable a hardware breakpoint
+        [~process] be <address-address> - enable a memory breakpoint
+        [~process] be <address> <size> - enable a memory breakpoint
+        """
+        token_list = self.split_tokens(arg, 1, 2)
+        pid, tid, address, size = self.input_breakpoint(token_list)
+        debug = self.debug
+        found = False
+        if size is None:
+            if tid is not None:
+                if debug.has_hardware_breakpoint(tid, address):
+                    debug.enable_hardware_breakpoint(tid, address)
+                    found = True
+            if pid is not None:
+                if debug.has_code_breakpoint(pid, address):
+                    debug.enable_code_breakpoint(pid, address)
+                    found = True
+        else:
+            if debug.has_page_breakpoint(pid, address):
+                debug.enable_page_breakpoint(pid, address)
+                found = True
+        if not found:
+            print("Error: breakpoint not found.")
+
+    def do_bd(self, arg):
+        """
+        [~process] bd <address> - disable a code breakpoint
+        [~thread] bd <address> - disable a hardware breakpoint
+        [~process] bd <address-address> - disable a memory breakpoint
+        [~process] bd <address> <size> - disable a memory breakpoint
+        """
+        token_list = self.split_tokens(arg, 1, 2)
+        pid, tid, address, size = self.input_breakpoint(token_list)
+        debug = self.debug
+        found = False
+        if size is None:
+            if tid is not None:
+                if debug.has_hardware_breakpoint(tid, address):
+                    debug.disable_hardware_breakpoint(tid, address)
+                    found = True
+            if pid is not None:
+                if debug.has_code_breakpoint(pid, address):
+                    debug.disable_code_breakpoint(pid, address)
+                    found = True
+        else:
+            if debug.has_page_breakpoint(pid, address):
+                debug.disable_page_breakpoint(pid, address)
+                found = True
+        if not found:
+            print("Error: breakpoint not found.")
+
+    def do_bc(self, arg):
+        """
+        [~process] bc <address> - clear a code breakpoint
+        [~thread] bc <address> - clear a hardware breakpoint
+        [~process] bc <address-address> - clear a memory breakpoint
+        [~process] bc <address> <size> - clear a memory breakpoint
+        """
+        token_list = self.split_tokens(arg, 1, 2)
+        pid, tid, address, size = self.input_breakpoint(token_list)
+        debug = self.debug
+        found = False
+        if size is None:
+            if tid is not None:
+                if debug.has_hardware_breakpoint(tid, address):
+                    debug.dont_watch_variable(tid, address)
+                    found = True
+            if pid is not None:
+                if debug.has_code_breakpoint(pid, address):
+                    debug.dont_break_at(pid, address)
+                    found = True
+        else:
+            if debug.has_page_breakpoint(pid, address):
+                debug.dont_watch_buffer(pid, address, size)
+                found = True
+        if not found:
+            print("Error: breakpoint not found.")
+
+    def do_disassemble(self, arg):
+        """
+        [~thread] u [register] - show code disassembly
+        [~process] u [address] - show code disassembly
+        [~thread] disassemble [register] - show code disassembly
+        [~process] disassemble [address] - show code disassembly
+        """
+        if not arg:
+            arg = self.default_disasm_target
+        token_list = self.split_tokens(arg, 1, 1)
+        pid, tid = self.get_process_and_thread_ids_from_prefix()
+        process = self.get_process(pid)
+        address = self.input_address(token_list[0], pid, tid)
+        try:
+            code = process.disassemble(address, 15 * 8)[:8]
+        except Exception:
+            msg = "can't disassemble address %s"
+            msg = msg % HexDump.address(address)
+            raise CmdError(msg)
+        if code:
+            label = process.get_label_at_address(address)
+            last_code = code[-1]
+            next_address = last_code[0] + last_code[1]
+            next_address = HexOutput.integer(next_address)
+            self.default_disasm_target = next_address
+            print("%s:" % label)
+# #            print(CrashDump.dump_code(code))
+            for line in code:
+                print(CrashDump.dump_code_line(line, bShowDump=False))
+
+    do_u = do_disassemble
+
+    def do_search(self, arg):
+        """
+        [~process] s [address-address] <search string>
+        [~process] search [address-address] <search string>
+        """
+        token_list = self.split_tokens(arg, 1, 3)
+        pid, tid = self.get_process_and_thread_ids_from_prefix()
+        process = self.get_process(pid)
+        if len(token_list) == 1:
+            pattern = token_list[0]
+            minAddr = None
+            maxAddr = None
+        else:
+            pattern = token_list[-1]
+            addr, size = self.input_address_range(token_list[:-1], pid, tid)
+            minAddr = addr
+            maxAddr = addr + size
+        iter = process.search_bytes(pattern)
+        if process.get_bits() == 32:
+            addr_width = 8
+        else:
+            addr_width = 16
+        # TODO: need a prettier output here!
+        for addr in iter:
+            print(HexDump.address(addr, addr_width))
+
+    do_s = do_search
+
+    def do_searchhex(self, arg):
+        """
+        [~process] sh [address-address] <hexadecimal pattern>
+        [~process] searchhex [address-address] <hexadecimal pattern>
+        """
+        token_list = self.split_tokens(arg, 1, 3)
+        pid, tid = self.get_process_and_thread_ids_from_prefix()
+        process = self.get_process(pid)
+        if len(token_list) == 1:
+            pattern = token_list[0]
+            minAddr = None
+            maxAddr = None
+        else:
+            pattern = token_list[-1]
+            addr, size = self.input_address_range(token_list[:-1], pid, tid)
+            minAddr = addr
+            maxAddr = addr + size
+        iter = process.search_hexa(pattern)
+        if process.get_bits() == 32:
+            addr_width = 8
+        else:
+            addr_width = 16
+        for addr, bytes in iter:
+            print(HexDump.hexblock(bytes, addr, addr_width),)
+
+    do_sh = do_searchhex
+
+# #    def do_strings(self, arg):
+# #        """
+# #        [~process] strings - extract ASCII strings from memory
+# #        """
+# #        if arg:
+# #            raise CmdError("too many arguments")
+# #        pid, tid   = self.get_process_and_thread_ids_from_prefix()
+# #        process    = self.get_process(pid)
+# #        for addr, size, data in process.strings():
+# #            print("%s: %r" % (HexDump.address(addr), data)
+
+    def do_d(self, arg):
+        """
+        [~thread] d <register> - show memory contents
+        [~thread] d <register-register> - show memory contents
+        [~thread] d <register> <size> - show memory contents
+        [~process] d <address> - show memory contents
+        [~process] d <address-address> - show memory contents
+        [~process] d <address> <size> - show memory contents
+        """
+        return self.last_display_command(arg)
+
+    def do_db(self, arg):
+        """
+        [~thread] db <register> - show memory contents as bytes
+        [~thread] db <register-register> - show memory contents as bytes
+        [~thread] db <register> <size> - show memory contents as bytes
+        [~process] db <address> - show memory contents as bytes
+        [~process] db <address-address> - show memory contents as bytes
+        [~process] db <address> <size> - show memory contents as bytes
+        """
+        self.print_memory_display(arg, HexDump.hexblock)
+        self.last_display_command = self.do_db
+
+    def do_dw(self, arg):
+        """
+        [~thread] dw <register> - show memory contents as words
+        [~thread] dw <register-register> - show memory contents as words
+        [~thread] dw <register> <size> - show memory contents as words
+        [~process] dw <address> - show memory contents as words
+        [~process] dw <address-address> - show memory contents as words
+        [~process] dw <address> <size> - show memory contents as words
+        """
+        self.print_memory_display(arg, HexDump.hexblock_word)
+        self.last_display_command = self.do_dw
+
+    def do_dd(self, arg):
+        """
+        [~thread] dd <register> - show memory contents as dwords
+        [~thread] dd <register-register> - show memory contents as dwords
+        [~thread] dd <register> <size> - show memory contents as dwords
+        [~process] dd <address> - show memory contents as dwords
+        [~process] dd <address-address> - show memory contents as dwords
+        [~process] dd <address> <size> - show memory contents as dwords
+        """
+        self.print_memory_display(arg, HexDump.hexblock_dword)
+        self.last_display_command = self.do_dd
+
+    def do_dq(self, arg):
+        """
+        [~thread] dq <register> - show memory contents as qwords
+        [~thread] dq <register-register> - show memory contents as qwords
+        [~thread] dq <register> <size> - show memory contents as qwords
+        [~process] dq <address> - show memory contents as qwords
+        [~process] dq <address-address> - show memory contents as qwords
+        [~process] dq <address> <size> - show memory contents as qwords
+        """
+        self.print_memory_display(arg, HexDump.hexblock_qword)
+        self.last_display_command = self.do_dq
+
+    # XXX TODO
+    # Change the way the default is used with ds and du
+
+    def do_ds(self, arg):
+        """
+        [~thread] ds <register> - show memory contents as ANSI string
+        [~process] ds <address> - show memory contents as ANSI string
+        """
+        if not arg:
+            arg = self.default_display_target
+        token_list = self.split_tokens(arg, 1, 1)
+        pid, tid, address, size = self.input_display(token_list, 256)
+        process = self.get_process(pid)
+        data = process.peek_string(address, False, size)
+        if data:
+            print(repr(data))
+        self.last_display_command = self.do_ds
+
+    def do_du(self, arg):
+        """
+        [~thread] du <register> - show memory contents as Unicode string
+        [~process] du <address> - show memory contents as Unicode string
+        """
+        if not arg:
+            arg = self.default_display_target
+        token_list = self.split_tokens(arg, 1, 2)
+        pid, tid, address, size = self.input_display(token_list, 256)
+        process = self.get_process(pid)
+        data = process.peek_string(address, True, size)
+        if data:
+            print(repr(data))
+        self.last_display_command = self.do_du
+
+    def do_register(self, arg):
+        """
+        [~thread] r - print(the value of all registers
+        [~thread] r <register> - print(the value of a register
+        [~thread] r <register>=<value> - change the value of a register
+        [~thread] register - print(the value of all registers
+        [~thread] register <register> - print(the value of a register
+        [~thread] register <register>=<value> - change the value of a register
+        """
+        arg = arg.strip()
+        if not arg:
+            self.print_current_location()
+        else:
+            equ = arg.find('=')
+            if equ >= 0:
+                register = arg[:equ].strip()
+                value = arg[equ + 1:].strip()
+                if not value:
+                    value = '0'
+                self.change_register(register, value)
+            else:
+                value = self.input_register(arg)
+                if value is None:
+                    raise CmdError("unknown register: %s" % arg)
+                try:
+                    label = None
+                    thread = self.get_thread_from_prefix()
+                    process = thread.get_process()
+                    module = process.get_module_at_address(value)
+                    if module:
+                        label = module.get_label_at_address(value)
+                except RuntimeError:
+                    label = None
+                reg = arg.upper()
+                val = HexDump.address(value)
+                if label:
+                    print("%s: %s (%s)" % (reg, val, label))
+                else:
+                    print("%s: %s" % (reg, val))
+
+    do_r = do_register
+
+    def do_eb(self, arg):
+        """
+        [~process] eb <address> <data> - write the data to the specified address
+        """
+        # TODO
+        # data parameter should be optional, use a child Cmd here
+        pid = self.get_process_id_from_prefix()
+        token_list = self.split_tokens(arg, 2)
+        address = self.input_address(token_list[0], pid)
+        data = HexInput.hexadecimal(' '.join(token_list[1:]))
+        self.write_memory(address, data, pid)
+
+    # XXX TODO
+    # add ew, ed and eq here
+
+    def do_find(self, arg):
+        """
+        [~process] f <string> - find the string in the process memory
+        [~process] find <string> - find the string in the process memory
+        """
+        if not arg:
+            raise CmdError("missing parameter: string")
+        process = self.get_process_from_prefix()
+        self.find_in_memory(arg, process)
+
+    do_f = do_find
+
+    def do_memory(self, arg):
+        """
+        [~process] m - show the process memory map
+        [~process] memory - show the process memory map
+        """
+        if arg:  # TODO: take min and max addresses
+            raise CmdError("too many arguments")
+        process = self.get_process_from_prefix()
+        try:
+            memoryMap = process.get_memory_map()
+            mappedFilenames = process.get_mapped_filenames()
+            print('')
+            print(CrashDump.dump_memory_map(memoryMap, mappedFilenames))
+        except WindowsError:
+            msg = "can't get memory information for process (%d)"
+            raise CmdError(msg % process.get_pid())
+
+    do_m = do_memory
+
+#------------------------------------------------------------------------------
+# Event handling
+
+# TODO
+# * add configurable stop/don't stop behavior on events and exceptions
+
+    # Stop for all events, unless stated otherwise.
+    def event(self, event):
+        self.print_event(event)
+        self.prompt_user()
+
+    # Stop for all exceptions, unless stated otherwise.
+    def exception(self, event):
+        self.print_exception(event)
+        self.prompt_user()
+
+    # Stop for breakpoint exceptions.
+    def breakpoint(self, event):
+        if hasattr(event, 'breakpoint') and event.breakpoint:
+            self.print_breakpoint_location(event)
+        else:
+            self.print_exception(event)
+        self.prompt_user()
+
+    # Stop for WOW64 breakpoint exceptions.
+    def wow64_breakpoint(self, event):
+        self.print_exception(event)
+        self.prompt_user()
+
+    # Stop for single step exceptions.
+    def single_step(self, event):
+        if event.debug.is_tracing(event.get_tid()):
+            self.print_breakpoint_location(event)
+        else:
+            self.print_exception(event)
+        self.prompt_user()
+
+    # Don't stop for C++ exceptions.
+    def ms_vc_exception(self, event):
+        self.print_exception(event)
+        event.continueStatus = win32.DBG_CONTINUE
+
+    # Don't stop for process start.
+    def create_process(self, event):
+        self.print_process_start(event)
+        self.print_thread_start(event)
+        self.print_module_load(event)
+
+    # Don't stop for process exit.
+    def exit_process(self, event):
+        self.print_process_end(event)
+
+    # Don't stop for thread creation.
+    def create_thread(self, event):
+        self.print_thread_start(event)
+
+    # Don't stop for thread exit.
+    def exit_thread(self, event):
+        self.print_thread_end(event)
+
+    # Don't stop for DLL load.
+    def load_dll(self, event):
+        self.print_module_load(event)
+
+    # Don't stop for DLL unload.
+    def unload_dll(self, event):
+        self.print_module_unload(event)
+
+    # Don't stop for debug strings.
+    def output_string(self, event):
+        self.print_debug_string(event)
+
+#------------------------------------------------------------------------------
+# History file
+
+    def load_history(self):
+        global readline
+        if readline is None:
+            try:
+                import readline
+            except ImportError:
+                return
+        if self.history_file_full_path is None:
+            folder = os.environ.get('USERPROFILE', '')
+            if not folder:
+                folder = os.environ.get('HOME', '')
+            if not folder:
+                folder = os.path.split(sys.argv[0])[1]
+            if not folder:
+                folder = os.path.curdir
+            self.history_file_full_path = os.path.join(folder,
+                                                       self.history_file)
+        try:
+            if os.path.exists(self.history_file_full_path):
+                readline.read_history_file(self.history_file_full_path)
+        except IOError:
+            e = sys.exc_info()[1]
+            warnings.warn("Cannot load history file, reason: %s" % str(e))
+
+    def save_history(self):
+        if self.history_file_full_path is not None:
+            global readline
+            if readline is None:
+                try:
+                    import readline
+                except ImportError:
+                    return
+            try:
+                readline.write_history_file(self.history_file_full_path)
+            except IOError:
+                e = sys.exc_info()[1]
+                warnings.warn("Cannot save history file, reason: %s" % str(e))
+
+#------------------------------------------------------------------------------
+# Main loop
+
+    # Debugging loop.
+    def loop(self):
+        self.debuggerExit = False
+        debug = self.debug
+
+        # Stop on the initial event, if any.
+        if self.lastEvent is not None:
+            self.cmdqueue.append('r')
+            self.prompt_user()
+
+        # Loop until the debugger is told to quit.
+        while not self.debuggerExit:
+
+            try:
+
+                # If for some reason the last event wasn't continued,
+                # continue it here. This won't be done more than once
+                # for a given Event instance, though.
+                try:
+                    debug.cont()
+                # On error, show the command prompt.
+                except Exception:
+                    traceback.print_exc()
+                    self.prompt_user()
+
+                # While debugees are attached, handle debug events.
+                # Some debug events may cause the command prompt to be shown.
+                if self.debug.get_debugee_count() > 0:
+                    try:
+
+                        # Get the next debug event.
+                        debug.wait()
+
+                        # Dispatch the debug event.
+                        try:
+                            debug.dispatch()
+
+                        # Continue the debug event.
+                        finally:
+                            debug.cont()
+
+                    # On error, show the command prompt.
+                    except Exception:
+                        traceback.print_exc()
+                        self.prompt_user()
+
+                # While no debugees are attached, show the command prompt.
+                else:
+                    self.prompt_user()
+
+            # When the user presses Ctrl-C send a debug break to all debugees.
+            except KeyboardInterrupt:
+                success = False
+                try:
+                    print("*** User requested debug break")
+                    system = debug.system
+                    for pid in debug.get_debugee_pids():
+                        try:
+                            system.get_process(pid).debug_break()
+                            success = True
+                        except:
+                            traceback.print_exc()
+                except:
+                    traceback.print_exc()
+                if not success:
+                    raise  # This should never happen!
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/module.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/module.py
new file mode 120000
index 0000000..d06e3c2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/module.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/69/03/97/70acedcc1cc884136e11b4af68d67ec6d0c446f896ca74736d25697acc
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/process.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/process.py
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/process.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/56/25/ef/3f0c04cf6fc42ab1be9b289c142aed5238abace982a27dfa02379423bf
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/registry.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/registry.py
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/registry.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/06/64/e1/2dfe53697b0f117ce4d7a3eab591c802b64aa522bb7f5b2b1bca05a49e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/search.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/search.py
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/search.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/36/e5/28/ca853b94c668be26e06488e44cab51b31595b98dc54587ce26270cefe9
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/sql.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/sql.py
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/sql.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/bc/79/ce/1da6ee14732ae0906eeea7fd3baa2652b4933ac386c5dc6383cd5fbeec
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/system.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/system.py
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/system.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2f/9a/19/ab29faf249280e91673982646887538c595ed7fb413f06933df70acefa
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/textio.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/textio.py
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/textio.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a2/c5/05/1eac6864174640b99fbcf5c416292f34f63f25b890b9be4ddbfb6079ed
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/thread.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/thread.py
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/thread.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/util.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/util.py
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/__init__.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/__init__.py
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/advapi32.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/advapi32.py
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/advapi32.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/context_amd64.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/context_amd64.py
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@@ -0,0 +1 @@
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/dbghelp.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/dbghelp.py
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/defines.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/defines.py
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/gdi32.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/gdi32.py
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/gdi32.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/kernel32.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/kernel32.py
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/kernel32.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/ntdll.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/ntdll.py
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/peb_teb.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/peb_teb.py
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/psapi.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/psapi.py
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/shell32.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/shell32.py
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/shlwapi.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/shlwapi.py
new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/shlwapi.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/user32.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/user32.py
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/user32.py
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/version.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/version.py
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/wtsapi32.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/win32/wtsapi32.py
new file mode 120000
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--- /dev/null
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/window.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/winappdbg/window.py
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/attach.cpp b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/attach.cpp
new file mode 120000
index 0000000..e912a24
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/attach.cpp
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/attach.h b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/attach.h
new file mode 120000
index 0000000..9eb769e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/attach.h
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/compile_windows.bat b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/compile_windows.bat
new file mode 120000
index 0000000..2e32bd9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/compile_windows.bat
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/inject_dll.cpp b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/inject_dll.cpp
new file mode 120000
index 0000000..7391b16
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/inject_dll.cpp
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/py_win_helpers.hpp b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/py_win_helpers.hpp
new file mode 120000
index 0000000..1341e07
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/py_win_helpers.hpp
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/9a/4e/f9cd687ee6f89e7d1763d90cb139b7b38f3f10f13e55602195ddfbd382
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/run_code_in_memory.hpp b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/run_code_in_memory.hpp
new file mode 120000
index 0000000..2d314c2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/run_code_in_memory.hpp
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ce/f0/c2/f5c54667a05712ccff226f90308b9b770eaf5f7042220d93d757157ef8
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/run_code_on_dllmain.cpp b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/run_code_on_dllmain.cpp
new file mode 120000
index 0000000..5d396e4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/run_code_on_dllmain.cpp
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/stdafx.cpp b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/stdafx.cpp
new file mode 120000
index 0000000..948ad75
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/stdafx.cpp
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/stdafx.h b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/stdafx.h
new file mode 120000
index 0000000..b177ff9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/stdafx.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/97/4b/44/231c62bf45eb21e889db379d4dde1f62b765c554caf040a9064f3cd563
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/targetver.h b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/targetver.h
new file mode 120000
index 0000000..fd86666
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_attach_to_process/windows/targetver.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7e/ac/3e/88fa291bf57ea454717f7de55452f4baf59f0d4076932d1b89b15b94ad
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_file_utils.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_file_utils.py
new file mode 100644
index 0000000..ffe0d7f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_file_utils.py
@@ -0,0 +1,911 @@
+r'''
+    This module provides utilities to get the absolute filenames so that we can be sure that:
+        - The case of a file will match the actual file in the filesystem (otherwise breakpoints won't be hit).
+        - Providing means for the user to make path conversions when doing a remote debugging session in
+          one machine and debugging in another.
+
+    To do that, the PATHS_FROM_ECLIPSE_TO_PYTHON constant must be filled with the appropriate paths.
+
+    @note:
+        in this context, the server is where your python process is running
+        and the client is where eclipse is running.
+
+    E.g.:
+        If the server (your python process) has the structure
+            /user/projects/my_project/src/package/module1.py
+
+        and the client has:
+            c:\my_project\src\package\module1.py
+
+        the PATHS_FROM_ECLIPSE_TO_PYTHON would have to be:
+            PATHS_FROM_ECLIPSE_TO_PYTHON = [(r'c:\my_project\src', r'/user/projects/my_project/src')]
+
+        alternatively, this can be set with an environment variable from the command line:
+           set PATHS_FROM_ECLIPSE_TO_PYTHON=[['c:\my_project\src','/user/projects/my_project/src']]
+
+    @note: DEBUG_CLIENT_SERVER_TRANSLATION can be set to True to debug the result of those translations
+
+    @note: the case of the paths is important! Note that this can be tricky to get right when one machine
+    uses a case-independent filesystem and the other uses a case-dependent filesystem (if the system being
+    debugged is case-independent, 'normcase()' should be used on the paths defined in PATHS_FROM_ECLIPSE_TO_PYTHON).
+
+    @note: all the paths with breakpoints must be translated (otherwise they won't be found in the server)
+
+    @note: to enable remote debugging in the target machine (pydev extensions in the eclipse installation)
+        import pydevd;pydevd.settrace(host, stdoutToServer, stderrToServer, port, suspend)
+
+        see parameter docs on pydevd.py
+
+    @note: for doing a remote debugging session, all the pydevd_ files must be on the server accessible
+        through the PYTHONPATH (and the PATHS_FROM_ECLIPSE_TO_PYTHON only needs to be set on the target
+        machine for the paths that'll actually have breakpoints).
+'''
+
+from _pydev_bundle import pydev_log
+from _pydevd_bundle.pydevd_constants import DebugInfoHolder, IS_WINDOWS, IS_JYTHON, \
+    DISABLE_FILE_VALIDATION, is_true_in_env
+from _pydev_bundle._pydev_filesystem_encoding import getfilesystemencoding
+from _pydevd_bundle.pydevd_comm_constants import file_system_encoding, filesystem_encoding_is_utf8
+from _pydev_bundle.pydev_log import error_once
+
+import json
+import os.path
+import sys
+import itertools
+import ntpath
+from functools import partial
+
+_nt_os_normcase = ntpath.normcase
+os_path_basename = os.path.basename
+os_path_exists = os.path.exists
+join = os.path.join
+
+try:
+    FileNotFoundError
+except NameError:
+    FileNotFoundError = IOError  # noqa
+
+try:
+    os_path_real_path = os.path.realpath  # @UndefinedVariable
+except:
+    # jython does not support os.path.realpath
+    # realpath is a no-op on systems without islink support
+    os_path_real_path = os.path.abspath
+
+
+def _get_library_dir():
+    library_dir = None
+    try:
+        import sysconfig
+        library_dir = sysconfig.get_path('purelib')
+    except ImportError:
+        pass  # i.e.: Only 2.7 onwards
+
+    if library_dir is None or not os_path_exists(library_dir):
+        for path in sys.path:
+            if os_path_exists(path) and os.path.basename(path) == 'site-packages':
+                library_dir = path
+                break
+
+    if library_dir is None or not os_path_exists(library_dir):
+        library_dir = os.path.dirname(os.__file__)
+
+    return library_dir
+
+
+# Note: we can't call sysconfig.get_path from _apply_func_and_normalize_case (it deadlocks on Python 2.7) so, we
+# need to get the library dir during module loading.
+_library_dir = _get_library_dir()
+
+# defined as a list of tuples where the 1st element of the tuple is the path in the client machine
+# and the 2nd element is the path in the server machine.
+# see module docstring for more details.
+try:
+    PATHS_FROM_ECLIPSE_TO_PYTHON = json.loads(os.environ.get('PATHS_FROM_ECLIPSE_TO_PYTHON', '[]'))
+except Exception:
+    pydev_log.critical('Error loading PATHS_FROM_ECLIPSE_TO_PYTHON from environment variable.')
+    pydev_log.exception()
+    PATHS_FROM_ECLIPSE_TO_PYTHON = []
+else:
+    if not isinstance(PATHS_FROM_ECLIPSE_TO_PYTHON, list):
+        pydev_log.critical('Expected PATHS_FROM_ECLIPSE_TO_PYTHON loaded from environment variable to be a list.')
+        PATHS_FROM_ECLIPSE_TO_PYTHON = []
+    else:
+        # Converting json lists to tuple
+        PATHS_FROM_ECLIPSE_TO_PYTHON = [tuple(x) for x in PATHS_FROM_ECLIPSE_TO_PYTHON]
+
+# example:
+# PATHS_FROM_ECLIPSE_TO_PYTHON = [
+#  (r'd:\temp\temp_workspace_2\test_python\src\yyy\yyy',
+#   r'd:\temp\temp_workspace_2\test_python\src\hhh\xxx')
+# ]
+
+convert_to_long_pathname = lambda filename:filename
+convert_to_short_pathname = lambda filename:filename
+get_path_with_real_case = lambda filename:filename
+
+if sys.platform == 'win32':
+    try:
+        import ctypes
+        from ctypes.wintypes import MAX_PATH, LPCWSTR, LPWSTR, DWORD
+
+        GetLongPathName = ctypes.windll.kernel32.GetLongPathNameW  # noqa
+        GetLongPathName.argtypes = [LPCWSTR, LPWSTR, DWORD]
+        GetLongPathName.restype = DWORD
+
+        GetShortPathName = ctypes.windll.kernel32.GetShortPathNameW  # noqa
+        GetShortPathName.argtypes = [LPCWSTR, LPWSTR, DWORD]
+        GetShortPathName.restype = DWORD
+
+        def _convert_to_long_pathname(filename):
+            buf = ctypes.create_unicode_buffer(MAX_PATH)
+
+            rv = GetLongPathName(filename, buf, MAX_PATH)
+            if rv != 0 and rv <= MAX_PATH:
+                filename = buf.value
+
+            return filename
+
+        def _convert_to_short_pathname(filename):
+            buf = ctypes.create_unicode_buffer(MAX_PATH)
+
+            rv = GetShortPathName(filename, buf, MAX_PATH)
+            if rv != 0 and rv <= MAX_PATH:
+                filename = buf.value
+
+            return filename
+
+        # Note that we have a cache for previous list dirs... the only case where this may be an
+        # issue is if the user actually changes the case of an existing file on windows while
+        # the debugger is executing (as this seems very unlikely and the cache can save a
+        # reasonable time -- especially on mapped drives -- it seems nice to have it).
+        _listdir_cache = {}
+
+        def _resolve_listing(resolved, iter_parts, cache=_listdir_cache):
+            while True:  # Note: while True to make iterative and not recursive
+                try:
+                    resolve_lowercase = next(iter_parts)  # must be lowercase already
+                except StopIteration:
+                    return resolved
+
+                resolved_lower = resolved.lower()
+
+                resolved_joined = cache.get((resolved_lower, resolve_lowercase))
+                if resolved_joined is None:
+                    dir_contents = cache.get(resolved_lower)
+                    if dir_contents is None:
+                        dir_contents = cache[resolved_lower] = os.listdir(resolved)
+
+                    for filename in dir_contents:
+                        if filename.lower() == resolve_lowercase:
+                            resolved_joined = os.path.join(resolved, filename)
+                            cache[(resolved_lower, resolve_lowercase)] = resolved_joined
+                            break
+                    else:
+                        raise FileNotFoundError('Unable to find: %s in %s' % (
+                            resolve_lowercase, resolved))
+
+                resolved = resolved_joined
+
+        def _get_path_with_real_case(filename):
+            # Note: this previously made:
+            # convert_to_long_pathname(convert_to_short_pathname(filename))
+            # but this is no longer done because we can't rely on getting the shortname
+            # consistently (there are settings to disable it on Windows).
+            # So, using approach which resolves by listing the dir.
+
+            if '~' in filename:
+                filename = convert_to_long_pathname(filename)
+
+            if filename.startswith('<') or not os_path_exists(filename):
+                return filename  # Not much we can do.
+
+            drive, parts = os.path.splitdrive(os.path.normpath(filename))
+            drive = drive.upper()
+            while parts.startswith(os.path.sep):
+                parts = parts[1:]
+                drive += os.path.sep
+            parts = parts.lower().split(os.path.sep)
+
+            try:
+                if parts == ['']:
+                    return drive
+                return _resolve_listing(drive, iter(parts))
+            except FileNotFoundError:
+                _listdir_cache.clear()
+                # Retry once after clearing the cache we have.
+                try:
+                    return _resolve_listing(drive, iter(parts))
+                except FileNotFoundError:
+                    if os_path_exists(filename):
+                        # This is really strange, ask the user to report as error.
+                        pydev_log.critical(
+                            'pydev debugger: critical: unable to get real case for file. Details:\n'
+                            'filename: %s\ndrive: %s\nparts: %s\n'
+                            '(please create a ticket in the tracker to address this).',
+                            filename, drive, parts
+                        )
+                        pydev_log.exception()
+                    # Don't fail, just return the original file passed.
+                    return filename
+
+        # Check that it actually works
+        _get_path_with_real_case(__file__)
+    except:
+        # Something didn't quite work out, leave no-op conversions in place.
+        if DebugInfoHolder.DEBUG_TRACE_LEVEL > 2:
+            pydev_log.exception()
+    else:
+        convert_to_long_pathname = _convert_to_long_pathname
+        convert_to_short_pathname = _convert_to_short_pathname
+        get_path_with_real_case = _get_path_with_real_case
+
+elif IS_JYTHON and IS_WINDOWS:
+
+    def get_path_with_real_case(filename):
+        from java.io import File  # noqa
+        f = File(filename)
+        ret = f.getCanonicalPath()
+        return ret
+
+if IS_JYTHON:
+
+    def _normcase_windows(filename):
+        return filename.lower()
+
+else:
+
+    def _normcase_windows(filename):
+        # `normcase` doesn't lower case on Python 2 for non-English locale, so we should do it manually.
+        if '~' in filename:
+            filename = convert_to_long_pathname(filename)
+
+        filename = _nt_os_normcase(filename)
+        return filename.lower()
+
+
+def _normcase_linux(filename):
+    return filename  # no-op
+
+
+_filename_normalization = os.environ.get('PYDEVD_FILENAME_NORMALIZATION', '').lower()
+if _filename_normalization == 'lower':
+    # Note: this is mostly for testing (forcing to always lower-case all contents
+    # internally -- used to mimick Windows normalization on Linux).
+
+    def _normcase_lower(filename):
+        return filename.lower()
+
+    _default_normcase = _normcase_lower
+
+elif _filename_normalization == 'none':
+    # Disable any filename normalization may be an option on Windows if the
+    # user is having issues under some circumstances.
+    _default_normcase = _normcase_linux
+
+elif IS_WINDOWS:
+    _default_normcase = _normcase_windows
+
+else:
+    _default_normcase = _normcase_linux
+
+
+def normcase(s, NORMCASE_CACHE={}):
+    try:
+        return NORMCASE_CACHE[s]
+    except:
+        normalized = NORMCASE_CACHE[s] = _default_normcase(s)
+        return normalized
+
+
+_ide_os = 'WINDOWS' if IS_WINDOWS else 'UNIX'
+
+_normcase_from_client = normcase
+
+
+def normcase_from_client(s):
+    return _normcase_from_client(s)
+
+
+DEBUG_CLIENT_SERVER_TRANSLATION = os.environ.get('DEBUG_PYDEVD_PATHS_TRANSLATION', 'False').lower() in ('1', 'true')
+
+
+def set_ide_os(os):
+    '''
+    We need to set the IDE os because the host where the code is running may be
+    actually different from the client (and the point is that we want the proper
+    paths to translate from the client to the server).
+
+    :param os:
+        'UNIX' or 'WINDOWS'
+    '''
+    global _ide_os
+    global _normcase_from_client
+    prev = _ide_os
+    if os == 'WIN':  # Apparently PyCharm uses 'WIN' (https://github.com/fabioz/PyDev.Debugger/issues/116)
+        os = 'WINDOWS'
+
+    assert os in ('WINDOWS', 'UNIX')
+
+    if DEBUG_CLIENT_SERVER_TRANSLATION:
+        print('pydev debugger: client OS: %s' % (os,))
+
+    _normcase_from_client = normcase
+    if os == 'WINDOWS':
+
+        # Client in Windows and server in Unix, we need to normalize the case.
+        if not IS_WINDOWS:
+            _normcase_from_client = _normcase_windows
+
+    else:
+        # Client in Unix and server in Windows, we can't normalize the case.
+        if IS_WINDOWS:
+            _normcase_from_client = _normcase_linux
+
+    if prev != os:
+        _ide_os = os
+        # We need to (re)setup how the client <-> server translation works to provide proper separators.
+        setup_client_server_paths(_last_client_server_paths_set)
+
+
+# Caches filled as requested during the debug session.
+NORM_PATHS_CONTAINER = {}
+NORM_PATHS_AND_BASE_CONTAINER = {}
+
+
+def canonical_normalized_path(filename):
+    '''
+    This returns a filename that is canonical and it's meant to be used internally
+    to store information on breakpoints and see if there's any hit on it.
+
+    Note that this version is only internal as it may not match the case and
+    may have symlinks resolved (and thus may not match what the user expects
+    in the editor).
+    '''
+    return get_abs_path_real_path_and_base_from_file(filename)[1]
+
+
+def absolute_path(filename):
+    '''
+    Provides a version of the filename that's absolute (and NOT normalized).
+    '''
+    return get_abs_path_real_path_and_base_from_file(filename)[0]
+
+
+def basename(filename):
+    '''
+    Provides the basename for a file.
+    '''
+    return get_abs_path_real_path_and_base_from_file(filename)[2]
+
+
+# Returns tuple of absolute path and real path for given filename
+def _abs_and_canonical_path(filename, NORM_PATHS_CONTAINER=NORM_PATHS_CONTAINER):
+    try:
+        return NORM_PATHS_CONTAINER[filename]
+    except:
+        if filename.__class__ != str:
+            raise AssertionError('Paths passed to _abs_and_canonical_path must be str. Found: %s (%s)' % (filename, type(filename)))
+        if os is None:  # Interpreter shutdown
+            return filename, filename
+
+        os_path = os.path
+        if os_path is None:  # Interpreter shutdown
+            return filename, filename
+
+        os_path_abspath = os_path.abspath
+        os_path_isabs = os_path.isabs
+
+        if os_path_abspath is None or os_path_isabs is None or os_path_real_path is None:  # Interpreter shutdown
+            return filename, filename
+
+        isabs = os_path_isabs(filename)
+
+        if _global_resolve_symlinks:
+            os_path_abspath = os_path_real_path
+
+        normalize = False
+        abs_path = _apply_func_and_normalize_case(filename, os_path_abspath, isabs, normalize)
+
+        normalize = True
+        real_path = _apply_func_and_normalize_case(filename, os_path_real_path, isabs, normalize)
+
+        # cache it for fast access later
+        NORM_PATHS_CONTAINER[filename] = abs_path, real_path
+        return abs_path, real_path
+
+
+def _get_relative_filename_abs_path(filename, func, os_path_exists=os_path_exists):
+    # If we have a relative path and the file does not exist when made absolute, try to
+    # resolve it based on the sys.path entries.
+    for p in sys.path:
+        r = func(os.path.join(p, filename))
+        if os_path_exists(r):
+            return r
+
+    # We couldn't find the real file for the relative path. Resolve it as if it was in
+    # a library (so that it's considered a library file and not a project file).
+    r = func(os.path.join(_library_dir, filename))
+    return r
+
+
+def _apply_func_and_normalize_case(filename, func, isabs, normalize_case, os_path_exists=os_path_exists, join=join):
+    if filename.startswith('<'):
+        # Not really a file, rather a synthetic name like <string> or <ipython-...>;
+        # shouldn't be normalized.
+        return filename
+
+    r = func(filename)
+
+    if not isabs:
+        if not os_path_exists(r):
+            r = _get_relative_filename_abs_path(filename, func)
+
+    ind = r.find('.zip')
+    if ind == -1:
+        ind = r.find('.egg')
+    if ind != -1:
+        ind += 4
+        zip_path = r[:ind]
+        inner_path = r[ind:]
+        if inner_path.startswith('!'):
+            # Note (fabioz): although I can replicate this by creating a file ending as
+            # .zip! or .egg!, I don't really know what's the real-world case for this
+            # (still kept as it was added by @jetbrains, but it should probably be reviewed
+            # later on).
+            # Note 2: it goes hand-in-hand with 'exists'.
+            inner_path = inner_path[1:]
+            zip_path = zip_path + '!'
+
+        if inner_path.startswith('/') or inner_path.startswith('\\'):
+            inner_path = inner_path[1:]
+        if inner_path:
+            if normalize_case:
+                r = join(normcase(zip_path), inner_path)
+            else:
+                r = join(zip_path, inner_path)
+            return r
+
+    if normalize_case:
+        r = normcase(r)
+    return r
+
+
+_ZIP_SEARCH_CACHE = {}
+_NOT_FOUND_SENTINEL = object()
+
+
+def exists(filename):
+    if os_path_exists(filename):
+        return True
+
+    if not os.path.isabs(filename):
+        filename = _get_relative_filename_abs_path(filename, os.path.abspath)
+        if os_path_exists(filename):
+            return True
+
+    ind = filename.find('.zip')
+    if ind == -1:
+        ind = filename.find('.egg')
+
+    if ind != -1:
+        ind += 4
+        zip_path = filename[:ind]
+        inner_path = filename[ind:]
+        if inner_path.startswith("!"):
+            # Note (fabioz): although I can replicate this by creating a file ending as
+            # .zip! or .egg!, I don't really know what's the real-world case for this
+            # (still kept as it was added by @jetbrains, but it should probably be reviewed
+            # later on).
+            # Note 2: it goes hand-in-hand with '_apply_func_and_normalize_case'.
+            inner_path = inner_path[1:]
+            zip_path = zip_path + '!'
+
+        zip_file_obj = _ZIP_SEARCH_CACHE.get(zip_path, _NOT_FOUND_SENTINEL)
+        if zip_file_obj is None:
+            return False
+        elif zip_file_obj is _NOT_FOUND_SENTINEL:
+            try:
+                import zipfile
+                zip_file_obj = zipfile.ZipFile(zip_path, 'r')
+                _ZIP_SEARCH_CACHE[zip_path] = zip_file_obj
+            except:
+                _ZIP_SEARCH_CACHE[zip_path] = _NOT_FOUND_SENTINEL
+                return False
+
+        try:
+            if inner_path.startswith('/') or inner_path.startswith('\\'):
+                inner_path = inner_path[1:]
+
+            _info = zip_file_obj.getinfo(inner_path.replace('\\', '/'))
+
+            return join(zip_path, inner_path)
+        except KeyError:
+            return False
+
+    else:
+        pydev_log.debug('os.path.exists(%r) returned False.', filename)
+
+    return False
+
+
+try:
+    report = pydev_log.critical
+    if DISABLE_FILE_VALIDATION:
+        report = pydev_log.debug
+
+    try:
+        code = os_path_real_path.func_code
+    except AttributeError:
+        code = os_path_real_path.__code__
+
+    if code.co_filename.startswith('<frozen'):
+        # See: https://github.com/fabioz/PyDev.Debugger/issues/213
+        report('Debugger warning: It seems that frozen modules are being used, which may')
+        report('make the debugger miss breakpoints. Please pass -Xfrozen_modules=off')
+        report('to python to disable frozen modules.')
+        report('Note: Debugging will proceed. Set PYDEVD_DISABLE_FILE_VALIDATION=1 to disable this validation.')
+
+    elif not os.path.isabs(code.co_filename):
+        report('Debugger warning: The os.path.realpath.__code__.co_filename (%s)', code.co_filename)
+        report('is not absolute, which may make the debugger miss breakpoints.')
+        report('Note: Debugging will proceed. Set PYDEVD_DISABLE_FILE_VALIDATION=1 to disable this validation.')
+
+    elif not exists(code.co_filename):  # Note: checks for files inside .zip containers.
+        report('Debugger warning: It seems the debugger cannot find os.path.realpath.__code__.co_filename (%s).', code.co_filename)
+        report('This may make the debugger miss breakpoints in the standard library.')
+        report('Note: Debugging will proceed. Set PYDEVD_DISABLE_FILE_VALIDATION=1 to disable this validation.')
+except:
+    # Don't fail if there's something not correct here -- but at least print it to the user so that we can correct that
+    pydev_log.exception()
+
+# Note: as these functions may be rebound, users should always import
+# pydevd_file_utils and then use:
+#
+# pydevd_file_utils.map_file_to_client
+# pydevd_file_utils.map_file_to_server
+#
+# instead of importing any of those names to a given scope.
+
+
+def _path_to_expected_str(filename):
+    if isinstance(filename, bytes):
+        filename = filename.decode(file_system_encoding)
+
+    return filename
+
+
+def _original_file_to_client(filename, cache={}):
+    try:
+        return cache[filename]
+    except KeyError:
+        translated = _path_to_expected_str(get_path_with_real_case(absolute_path(filename)))
+        cache[filename] = (translated, False)
+    return cache[filename]
+
+
+def _original_map_file_to_server(filename):
+    # By default just mapping to the server does nothing if there are no mappings (usually
+    # afterwards the debugger must do canonical_normalized_path to get a normalized version).
+    return filename
+
+
+map_file_to_client = _original_file_to_client
+map_file_to_server = _original_map_file_to_server
+
+
+def _fix_path(path, sep, add_end_sep=False):
+    if add_end_sep:
+        if not path.endswith('/') and not path.endswith('\\'):
+            path += '/'
+    else:
+        if path.endswith('/') or path.endswith('\\'):
+            path = path[:-1]
+
+    if sep != '/':
+        path = path.replace('/', sep)
+    return path
+
+
+_last_client_server_paths_set = []
+
+_source_reference_to_frame_id = {}
+_source_reference_to_server_filename = {}
+_line_cache_source_reference_to_server_filename = {}
+_client_filename_in_utf8_to_source_reference = {}
+_next_source_reference = partial(next, itertools.count(1))
+
+
+def get_client_filename_source_reference(client_filename):
+    return _client_filename_in_utf8_to_source_reference.get(client_filename, 0)
+
+
+def get_server_filename_from_source_reference(source_reference):
+    return _source_reference_to_server_filename.get(source_reference, '')
+
+
+def create_source_reference_for_linecache(server_filename):
+    source_reference = _next_source_reference()
+    pydev_log.debug('Created linecache id source reference: %s for server filename: %s', source_reference, server_filename)
+    _line_cache_source_reference_to_server_filename[source_reference] = server_filename
+    return source_reference
+
+
+def get_source_reference_filename_from_linecache(source_reference):
+    return _line_cache_source_reference_to_server_filename.get(source_reference)
+
+
+def create_source_reference_for_frame_id(frame_id, original_filename):
+    source_reference = _next_source_reference()
+    pydev_log.debug('Created frame id source reference: %s for frame id: %s (%s)', source_reference, frame_id, original_filename)
+    _source_reference_to_frame_id[source_reference] = frame_id
+    return source_reference
+
+
+def get_frame_id_from_source_reference(source_reference):
+    return _source_reference_to_frame_id.get(source_reference)
+
+
+_global_resolve_symlinks = is_true_in_env('PYDEVD_RESOLVE_SYMLINKS')
+
+
+def set_resolve_symlinks(resolve_symlinks):
+    global _global_resolve_symlinks
+    _global_resolve_symlinks = resolve_symlinks
+
+
+def setup_client_server_paths(paths):
+    '''paths is the same format as PATHS_FROM_ECLIPSE_TO_PYTHON'''
+
+    global map_file_to_client
+    global map_file_to_server
+    global _last_client_server_paths_set
+    global _next_source_reference
+
+    _last_client_server_paths_set = paths[:]
+
+    _source_reference_to_server_filename.clear()
+    _client_filename_in_utf8_to_source_reference.clear()
+    _next_source_reference = partial(next, itertools.count(1))
+
+    # Work on the client and server slashes.
+    python_sep = '\\' if IS_WINDOWS else '/'
+    eclipse_sep = '\\' if _ide_os == 'WINDOWS' else '/'
+
+    norm_filename_to_server_container = {}
+    norm_filename_to_client_container = {}
+
+    initial_paths = []
+    initial_paths_with_end_sep = []
+
+    paths_from_eclipse_to_python = []
+    paths_from_eclipse_to_python_with_end_sep = []
+
+    # Apply normcase to the existing paths to follow the os preferences.
+
+    for i, (path0, path1) in enumerate(paths):
+        force_only_slash = path0.endswith(('/', '\\')) and path1.endswith(('/', '\\'))
+
+        if not force_only_slash:
+            path0 = _fix_path(path0, eclipse_sep, False)
+            path1 = _fix_path(path1, python_sep, False)
+            initial_paths.append((path0, path1))
+            paths_from_eclipse_to_python.append((_normcase_from_client(path0), normcase(path1)))
+
+        # Now, make a version with a slash in the end.
+        path0 = _fix_path(path0, eclipse_sep, True)
+        path1 = _fix_path(path1, python_sep, True)
+        initial_paths_with_end_sep.append((path0, path1))
+        paths_from_eclipse_to_python_with_end_sep.append((_normcase_from_client(path0), normcase(path1)))
+
+    # Fix things so that we always match the versions with a slash in the end first.
+    initial_paths = initial_paths_with_end_sep + initial_paths
+    paths_from_eclipse_to_python = paths_from_eclipse_to_python_with_end_sep + paths_from_eclipse_to_python
+
+    if not paths_from_eclipse_to_python:
+        # no translation step needed (just inline the calls)
+        map_file_to_client = _original_file_to_client
+        map_file_to_server = _original_map_file_to_server
+        return
+
+    # only setup translation functions if absolutely needed!
+    def _map_file_to_server(filename, cache=norm_filename_to_server_container):
+        # Eclipse will send the passed filename to be translated to the python process
+        # So, this would be 'NormFileFromEclipseToPython'
+        try:
+            return cache[filename]
+        except KeyError:
+            if eclipse_sep != python_sep:
+                # Make sure that the separators are what we expect from the IDE.
+                filename = filename.replace(python_sep, eclipse_sep)
+
+            # used to translate a path from the client to the debug server
+            translated = filename
+            translated_normalized = _normcase_from_client(filename)
+            for eclipse_prefix, server_prefix in paths_from_eclipse_to_python:
+                if translated_normalized.startswith(eclipse_prefix):
+                    found_translation = True
+                    if DEBUG_CLIENT_SERVER_TRANSLATION:
+                        pydev_log.critical('pydev debugger: replacing to server: %s', filename)
+                    translated = server_prefix + filename[len(eclipse_prefix):]
+                    if DEBUG_CLIENT_SERVER_TRANSLATION:
+                        pydev_log.critical('pydev debugger: sent to server: %s - matched prefix: %s', translated, eclipse_prefix)
+                    break
+            else:
+                found_translation = False
+
+            # Note that when going to the server, we do the replace first and only later do the norm file.
+            if eclipse_sep != python_sep:
+                translated = translated.replace(eclipse_sep, python_sep)
+
+            if found_translation:
+                # Note: we don't normalize it here, this must be done as a separate
+                # step by the caller.
+                translated = absolute_path(translated)
+            else:
+                if not os_path_exists(translated):
+                    if not translated.startswith('<'):
+                        # This is a configuration error, so, write it always so
+                        # that the user can fix it.
+                        error_once('pydev debugger: unable to find translation for: "%s" in [%s] (please revise your path mappings).\n',
+                            filename, ', '.join(['"%s"' % (x[0],) for x in paths_from_eclipse_to_python]))
+                else:
+                    # It's possible that we had some round trip (say, we sent /usr/lib and received
+                    # it back, so, having no translation is ok too).
+
+                    # Note: we don't normalize it here, this must be done as a separate
+                    # step by the caller.
+                    translated = absolute_path(translated)
+
+            cache[filename] = translated
+            return translated
+
+    def _map_file_to_client(filename, cache=norm_filename_to_client_container):
+        # The result of this method will be passed to eclipse
+        # So, this would be 'NormFileFromPythonToEclipse'
+        try:
+            return cache[filename]
+        except KeyError:
+            abs_path = absolute_path(filename)
+            translated_proper_case = get_path_with_real_case(abs_path)
+            translated_normalized = normcase(abs_path)
+
+            path_mapping_applied = False
+
+            if translated_normalized.lower() != translated_proper_case.lower():
+                if DEBUG_CLIENT_SERVER_TRANSLATION:
+                    pydev_log.critical(
+                        'pydev debugger: translated_normalized changed path (from: %s to %s)',
+                            translated_proper_case, translated_normalized)
+
+            for i, (eclipse_prefix, python_prefix) in enumerate(paths_from_eclipse_to_python):
+                if translated_normalized.startswith(python_prefix):
+                    if DEBUG_CLIENT_SERVER_TRANSLATION:
+                        pydev_log.critical('pydev debugger: replacing to client: %s', translated_normalized)
+
+                    # Note: use the non-normalized version.
+                    eclipse_prefix = initial_paths[i][0]
+                    translated = eclipse_prefix + translated_proper_case[len(python_prefix):]
+                    if DEBUG_CLIENT_SERVER_TRANSLATION:
+                        pydev_log.critical('pydev debugger: sent to client: %s - matched prefix: %s', translated, python_prefix)
+                    path_mapping_applied = True
+                    break
+            else:
+                if DEBUG_CLIENT_SERVER_TRANSLATION:
+                    pydev_log.critical('pydev debugger: to client: unable to find matching prefix for: %s in %s',
+                        translated_normalized, [x[1] for x in paths_from_eclipse_to_python])
+                translated = translated_proper_case
+
+            if eclipse_sep != python_sep:
+                translated = translated.replace(python_sep, eclipse_sep)
+
+            translated = _path_to_expected_str(translated)
+
+            # The resulting path is not in the python process, so, we cannot do a normalize the path here,
+            # only at the beginning of this method.
+            cache[filename] = (translated, path_mapping_applied)
+
+            if translated not in _client_filename_in_utf8_to_source_reference:
+                if path_mapping_applied:
+                    source_reference = 0
+                else:
+                    source_reference = _next_source_reference()
+                    pydev_log.debug('Created source reference: %s for untranslated path: %s', source_reference, filename)
+
+                _client_filename_in_utf8_to_source_reference[translated] = source_reference
+                _source_reference_to_server_filename[source_reference] = filename
+
+            return (translated, path_mapping_applied)
+
+    map_file_to_server = _map_file_to_server
+    map_file_to_client = _map_file_to_client
+
+
+setup_client_server_paths(PATHS_FROM_ECLIPSE_TO_PYTHON)
+
+
+# For given file f returns tuple of its absolute path, real path and base name
+def get_abs_path_real_path_and_base_from_file(
+        filename, NORM_PATHS_AND_BASE_CONTAINER=NORM_PATHS_AND_BASE_CONTAINER):
+    try:
+        return NORM_PATHS_AND_BASE_CONTAINER[filename]
+    except:
+        f = filename
+        if not f:
+            # i.e.: it's possible that the user compiled code with an empty string (consider
+            # it as <string> in this case).
+            f = '<string>'
+
+        if f.startswith('<'):
+            return f, normcase(f), f
+
+        if _abs_and_canonical_path is None:  # Interpreter shutdown
+            i = max(f.rfind('/'), f.rfind('\\'))
+            return (f, f, f[i + 1:])
+
+        if f is not None:
+            if f.endswith('.pyc'):
+                f = f[:-1]
+            elif f.endswith('$py.class'):
+                f = f[:-len('$py.class')] + '.py'
+
+        abs_path, canonical_normalized_filename = _abs_and_canonical_path(f)
+
+        try:
+            base = os_path_basename(canonical_normalized_filename)
+        except AttributeError:
+            # Error during shutdown.
+            i = max(f.rfind('/'), f.rfind('\\'))
+            base = f[i + 1:]
+        ret = abs_path, canonical_normalized_filename, base
+        NORM_PATHS_AND_BASE_CONTAINER[filename] = ret
+        return ret
+
+
+def get_abs_path_real_path_and_base_from_frame(frame, NORM_PATHS_AND_BASE_CONTAINER=NORM_PATHS_AND_BASE_CONTAINER):
+    try:
+        return NORM_PATHS_AND_BASE_CONTAINER[frame.f_code.co_filename]
+    except:
+        # This one is just internal (so, does not need any kind of client-server translation)
+        f = frame.f_code.co_filename
+
+        if f is not None and f.startswith (('build/bdist.', 'build\\bdist.')):
+            # files from eggs in Python 2.7 have paths like build/bdist.linux-x86_64/egg/<path-inside-egg>
+            f = frame.f_globals['__file__']
+
+        if get_abs_path_real_path_and_base_from_file is None:
+            # Interpreter shutdown
+            if not f:
+                # i.e.: it's possible that the user compiled code with an empty string (consider
+                # it as <string> in this case).
+                f = '<string>'
+            i = max(f.rfind('/'), f.rfind('\\'))
+            return f, f, f[i + 1:]
+
+        ret = get_abs_path_real_path_and_base_from_file(f)
+        # Also cache based on the frame.f_code.co_filename (if we had it inside build/bdist it can make a difference).
+        NORM_PATHS_AND_BASE_CONTAINER[frame.f_code.co_filename] = ret
+        return ret
+
+
+def get_fullname(mod_name):
+    import pkgutil
+    try:
+        loader = pkgutil.get_loader(mod_name)
+    except:
+        return None
+    if loader is not None:
+        for attr in ("get_filename", "_get_filename"):
+            meth = getattr(loader, attr, None)
+            if meth is not None:
+                return meth(mod_name)
+    return None
+
+
+def get_package_dir(mod_name):
+    for path in sys.path:
+        mod_path = join(path, mod_name.replace('.', '/'))
+        if os.path.isdir(mod_path):
+            return mod_path
+    return None
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/__init__.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/__init__.py
new file mode 120000
index 0000000..7075117
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/de/b6/43/3214a6a42137cbe8a98cf8d0ad4bf60889b9a21082a6b48952832b72a4
\ No newline at end of file
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/__pycache__/pydevd_line_validation.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/__pycache__/pydevd_line_validation.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/django_debug.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/django_debug.py
new file mode 100644
index 0000000..ff7f1eb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/django_debug.py
@@ -0,0 +1,613 @@
+import inspect
+
+from _pydev_bundle import pydev_log
+from _pydevd_bundle.pydevd_comm import CMD_SET_BREAK, CMD_ADD_EXCEPTION_BREAK
+from _pydevd_bundle.pydevd_constants import STATE_SUSPEND, DJANGO_SUSPEND, \
+    DebugInfoHolder
+from _pydevd_bundle.pydevd_frame_utils import add_exception_to_frame, FCode, just_raised, ignore_exception_trace
+from pydevd_file_utils import canonical_normalized_path, absolute_path
+from _pydevd_bundle.pydevd_api import PyDevdAPI
+from pydevd_plugins.pydevd_line_validation import LineBreakpointWithLazyValidation, ValidationInfo
+from _pydev_bundle.pydev_override import overrides
+
+IS_DJANGO18 = False
+IS_DJANGO19 = False
+IS_DJANGO19_OR_HIGHER = False
+try:
+    import django
+    version = django.VERSION
+    IS_DJANGO18 = version[0] == 1 and version[1] == 8
+    IS_DJANGO19 = version[0] == 1 and version[1] == 9
+    IS_DJANGO19_OR_HIGHER = ((version[0] == 1 and version[1] >= 9) or version[0] > 1)
+except:
+    pass
+
+
+class DjangoLineBreakpoint(LineBreakpointWithLazyValidation):
+
+    def __init__(self, canonical_normalized_filename, breakpoint_id, line, condition, func_name, expression, hit_condition=None, is_logpoint=False):
+        self.canonical_normalized_filename = canonical_normalized_filename
+        LineBreakpointWithLazyValidation.__init__(self, breakpoint_id, line, condition, func_name, expression, hit_condition=hit_condition, is_logpoint=is_logpoint)
+
+    def __str__(self):
+        return "DjangoLineBreakpoint: %s-%d" % (self.canonical_normalized_filename, self.line)
+
+
+class _DjangoValidationInfo(ValidationInfo):
+
+    @overrides(ValidationInfo._collect_valid_lines_in_template_uncached)
+    def _collect_valid_lines_in_template_uncached(self, template):
+        lines = set()
+        for node in self._iternodes(template.nodelist):
+            if node.__class__.__name__ in _IGNORE_RENDER_OF_CLASSES:
+                continue
+            lineno = self._get_lineno(node)
+            if lineno is not None:
+                lines.add(lineno)
+        return lines
+
+    def _get_lineno(self, node):
+        if hasattr(node, 'token') and hasattr(node.token, 'lineno'):
+            return node.token.lineno
+        return None
+
+    def _iternodes(self, nodelist):
+        for node in nodelist:
+            yield node
+
+            try:
+                children = node.child_nodelists
+            except:
+                pass
+            else:
+                for attr in children:
+                    nodelist = getattr(node, attr, None)
+                    if nodelist:
+                        # i.e.: yield from _iternodes(nodelist)
+                        for node in self._iternodes(nodelist):
+                            yield node
+
+
+def add_line_breakpoint(plugin, pydb, type, canonical_normalized_filename, breakpoint_id, line, condition, expression, func_name, hit_condition=None, is_logpoint=False, add_breakpoint_result=None, on_changed_breakpoint_state=None):
+    if type == 'django-line':
+        django_line_breakpoint = DjangoLineBreakpoint(canonical_normalized_filename, breakpoint_id, line, condition, func_name, expression, hit_condition=hit_condition, is_logpoint=is_logpoint)
+        if not hasattr(pydb, 'django_breakpoints'):
+            _init_plugin_breaks(pydb)
+
+        if IS_DJANGO19_OR_HIGHER:
+            add_breakpoint_result.error_code = PyDevdAPI.ADD_BREAKPOINT_LAZY_VALIDATION
+            django_line_breakpoint.add_breakpoint_result = add_breakpoint_result
+            django_line_breakpoint.on_changed_breakpoint_state = on_changed_breakpoint_state
+        else:
+            add_breakpoint_result.error_code = PyDevdAPI.ADD_BREAKPOINT_NO_ERROR
+
+        return django_line_breakpoint, pydb.django_breakpoints
+    return None
+
+
+def after_breakpoints_consolidated(plugin, py_db, canonical_normalized_filename, id_to_pybreakpoint, file_to_line_to_breakpoints):
+    if IS_DJANGO19_OR_HIGHER:
+        django_breakpoints_for_file = file_to_line_to_breakpoints.get(canonical_normalized_filename)
+        if not django_breakpoints_for_file:
+            return
+
+        if not hasattr(py_db, 'django_validation_info'):
+            _init_plugin_breaks(py_db)
+
+        # In general we validate the breakpoints only when the template is loaded, but if the template
+        # was already loaded, we can validate the breakpoints based on the last loaded value.
+        py_db.django_validation_info.verify_breakpoints_from_template_cached_lines(
+            py_db, canonical_normalized_filename, django_breakpoints_for_file)
+
+
+def add_exception_breakpoint(plugin, pydb, type, exception):
+    if type == 'django':
+        if not hasattr(pydb, 'django_exception_break'):
+            _init_plugin_breaks(pydb)
+        pydb.django_exception_break[exception] = True
+        return True
+    return False
+
+
+def _init_plugin_breaks(pydb):
+    pydb.django_exception_break = {}
+    pydb.django_breakpoints = {}
+
+    pydb.django_validation_info = _DjangoValidationInfo()
+
+
+def remove_exception_breakpoint(plugin, pydb, type, exception):
+    if type == 'django':
+        try:
+            del pydb.django_exception_break[exception]
+            return True
+        except:
+            pass
+    return False
+
+
+def remove_all_exception_breakpoints(plugin, pydb):
+    if hasattr(pydb, 'django_exception_break'):
+        pydb.django_exception_break = {}
+        return True
+    return False
+
+
+def get_breakpoints(plugin, pydb, type):
+    if type == 'django-line':
+        return pydb.django_breakpoints
+    return None
+
+
+def _inherits(cls, *names):
+    if cls.__name__ in names:
+        return True
+    inherits_node = False
+    for base in inspect.getmro(cls):
+        if base.__name__ in names:
+            inherits_node = True
+            break
+    return inherits_node
+
+
+_IGNORE_RENDER_OF_CLASSES = ('TextNode', 'NodeList')
+
+
+def _is_django_render_call(frame, debug=False):
+    try:
+        name = frame.f_code.co_name
+        if name != 'render':
+            return False
+
+        if 'self' not in frame.f_locals:
+            return False
+
+        cls = frame.f_locals['self'].__class__
+
+        inherits_node = _inherits(cls, 'Node')
+
+        if not inherits_node:
+            return False
+
+        clsname = cls.__name__
+        if IS_DJANGO19:
+            # in Django 1.9 we need to save the flag that there is included template
+            if clsname == 'IncludeNode':
+                if 'context' in frame.f_locals:
+                    context = frame.f_locals['context']
+                    context._has_included_template = True
+
+        return clsname not in _IGNORE_RENDER_OF_CLASSES
+    except:
+        pydev_log.exception()
+        return False
+
+
+def _is_django_context_get_call(frame):
+    try:
+        if 'self' not in frame.f_locals:
+            return False
+
+        cls = frame.f_locals['self'].__class__
+
+        return _inherits(cls, 'BaseContext')
+    except:
+        pydev_log.exception()
+        return False
+
+
+def _is_django_resolve_call(frame):
+    try:
+        name = frame.f_code.co_name
+        if name != '_resolve_lookup':
+            return False
+
+        if 'self' not in frame.f_locals:
+            return False
+
+        cls = frame.f_locals['self'].__class__
+
+        clsname = cls.__name__
+        return clsname == 'Variable'
+    except:
+        pydev_log.exception()
+        return False
+
+
+def _is_django_suspended(thread):
+    return thread.additional_info.suspend_type == DJANGO_SUSPEND
+
+
+def suspend_django(main_debugger, thread, frame, cmd=CMD_SET_BREAK):
+    if frame.f_lineno is None:
+        return None
+
+    main_debugger.set_suspend(thread, cmd)
+    thread.additional_info.suspend_type = DJANGO_SUSPEND
+
+    return frame
+
+
+def _find_django_render_frame(frame):
+    while frame is not None and not _is_django_render_call(frame):
+        frame = frame.f_back
+
+    return frame
+
+#=======================================================================================================================
+# Django Frame
+#=======================================================================================================================
+
+
+def _read_file(filename):
+    # type: (str) -> str
+    f = open(filename, 'r', encoding='utf-8', errors='replace')
+    s = f.read()
+    f.close()
+    return s
+
+
+def _offset_to_line_number(text, offset):
+    curLine = 1
+    curOffset = 0
+    while curOffset < offset:
+        if curOffset == len(text):
+            return -1
+        c = text[curOffset]
+        if c == '\n':
+            curLine += 1
+        elif c == '\r':
+            curLine += 1
+            if curOffset < len(text) and text[curOffset + 1] == '\n':
+                curOffset += 1
+
+        curOffset += 1
+
+    return curLine
+
+
+def _get_source_django_18_or_lower(frame):
+    # This method is usable only for the Django <= 1.8
+    try:
+        node = frame.f_locals['self']
+        if hasattr(node, 'source'):
+            return node.source
+        else:
+            if IS_DJANGO18:
+                # The debug setting was changed since Django 1.8
+                pydev_log.error_once("WARNING: Template path is not available. Set the 'debug' option in the OPTIONS of a DjangoTemplates "
+                                     "backend.")
+            else:
+                # The debug setting for Django < 1.8
+                pydev_log.error_once("WARNING: Template path is not available. Please set TEMPLATE_DEBUG=True in your settings.py to make "
+                                     "django template breakpoints working")
+            return None
+
+    except:
+        pydev_log.exception()
+        return None
+
+
+def _convert_to_str(s):
+    return s
+
+
+def _get_template_original_file_name_from_frame(frame):
+    try:
+        if IS_DJANGO19:
+            # The Node source was removed since Django 1.9
+            if 'context' in frame.f_locals:
+                context = frame.f_locals['context']
+                if hasattr(context, '_has_included_template'):
+                    # if there was included template we need to inspect the previous frames and find its name
+                    back = frame.f_back
+                    while back is not None and frame.f_code.co_name in ('render', '_render'):
+                        locals = back.f_locals
+                        if 'self' in locals:
+                            self = locals['self']
+                            if self.__class__.__name__ == 'Template' and hasattr(self, 'origin') and \
+                                    hasattr(self.origin, 'name'):
+                                return _convert_to_str(self.origin.name)
+                        back = back.f_back
+                else:
+                    if hasattr(context, 'template') and hasattr(context.template, 'origin') and \
+                            hasattr(context.template.origin, 'name'):
+                        return _convert_to_str(context.template.origin.name)
+            return None
+        elif IS_DJANGO19_OR_HIGHER:
+            # For Django 1.10 and later there is much simpler way to get template name
+            if 'self' in frame.f_locals:
+                self = frame.f_locals['self']
+                if hasattr(self, 'origin') and hasattr(self.origin, 'name'):
+                    return _convert_to_str(self.origin.name)
+            return None
+
+        source = _get_source_django_18_or_lower(frame)
+        if source is None:
+            pydev_log.debug("Source is None\n")
+            return None
+        fname = _convert_to_str(source[0].name)
+
+        if fname == '<unknown source>':
+            pydev_log.debug("Source name is %s\n" % fname)
+            return None
+        else:
+            return fname
+    except:
+        if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 2:
+            pydev_log.exception('Error getting django template filename.')
+        return None
+
+
+def _get_template_line(frame):
+    if IS_DJANGO19_OR_HIGHER:
+        node = frame.f_locals['self']
+        if hasattr(node, 'token') and hasattr(node.token, 'lineno'):
+            return node.token.lineno
+        else:
+            return None
+
+    source = _get_source_django_18_or_lower(frame)
+    original_filename = _get_template_original_file_name_from_frame(frame)
+    if original_filename is not None:
+        try:
+            absolute_filename = absolute_path(original_filename)
+            return _offset_to_line_number(_read_file(absolute_filename), source[1][0])
+        except:
+            return None
+    return None
+
+
+class DjangoTemplateFrame(object):
+
+    IS_PLUGIN_FRAME = True
+
+    def __init__(self, frame):
+        original_filename = _get_template_original_file_name_from_frame(frame)
+        self._back_context = frame.f_locals['context']
+        self.f_code = FCode('Django Template', original_filename)
+        self.f_lineno = _get_template_line(frame)
+        self.f_back = frame
+        self.f_globals = {}
+        self.f_locals = self._collect_context(self._back_context)
+        self.f_trace = None
+
+    def _collect_context(self, context):
+        res = {}
+        try:
+            for d in context.dicts:
+                for k, v in d.items():
+                    res[k] = v
+        except  AttributeError:
+            pass
+        return res
+
+    def _change_variable(self, name, value):
+        for d in self._back_context.dicts:
+            for k, v in d.items():
+                if k == name:
+                    d[k] = value
+
+
+class DjangoTemplateSyntaxErrorFrame(object):
+
+    IS_PLUGIN_FRAME = True
+
+    def __init__(self, frame, original_filename, lineno, f_locals):
+        self.f_code = FCode('Django TemplateSyntaxError', original_filename)
+        self.f_lineno = lineno
+        self.f_back = frame
+        self.f_globals = {}
+        self.f_locals = f_locals
+        self.f_trace = None
+
+
+def change_variable(plugin, frame, attr, expression):
+    if isinstance(frame, DjangoTemplateFrame):
+        result = eval(expression, frame.f_globals, frame.f_locals)
+        frame._change_variable(attr, result)
+        return result
+    return False
+
+
+def _is_django_variable_does_not_exist_exception_break_context(frame):
+    try:
+        name = frame.f_code.co_name
+    except:
+        name = None
+    return name in ('_resolve_lookup', 'find_template')
+
+
+def _is_ignoring_failures(frame):
+    while frame is not None:
+        if frame.f_code.co_name == 'resolve':
+            ignore_failures = frame.f_locals.get('ignore_failures')
+            if ignore_failures:
+                return True
+        frame = frame.f_back
+
+    return False
+
+#=======================================================================================================================
+# Django Step Commands
+#=======================================================================================================================
+
+
+def can_skip(plugin, main_debugger, frame):
+    if main_debugger.django_breakpoints:
+        if _is_django_render_call(frame):
+            return False
+
+    if main_debugger.django_exception_break:
+        module_name = frame.f_globals.get('__name__', '')
+
+        if module_name == 'django.template.base':
+            # Exceptions raised at django.template.base must be checked.
+            return False
+
+    return True
+
+
+def has_exception_breaks(plugin):
+    if len(plugin.main_debugger.django_exception_break) > 0:
+        return True
+    return False
+
+
+def has_line_breaks(plugin):
+    for _canonical_normalized_filename, breakpoints in plugin.main_debugger.django_breakpoints.items():
+        if len(breakpoints) > 0:
+            return True
+    return False
+
+
+def cmd_step_into(plugin, main_debugger, frame, event, args, stop_info, stop):
+    info = args[2]
+    thread = args[3]
+    plugin_stop = False
+    if _is_django_suspended(thread):
+        stop_info['django_stop'] = event == 'call' and _is_django_render_call(frame)
+        plugin_stop = stop_info['django_stop']
+        stop = stop and _is_django_resolve_call(frame.f_back) and not _is_django_context_get_call(frame)
+        if stop:
+            info.pydev_django_resolve_frame = True  # we remember that we've go into python code from django rendering frame
+    return stop, plugin_stop
+
+
+def cmd_step_over(plugin, main_debugger, frame, event, args, stop_info, stop):
+    info = args[2]
+    thread = args[3]
+    plugin_stop = False
+    if _is_django_suspended(thread):
+        stop_info['django_stop'] = event == 'call' and _is_django_render_call(frame)
+        plugin_stop = stop_info['django_stop']
+        stop = False
+        return stop, plugin_stop
+    else:
+        if event == 'return' and info.pydev_django_resolve_frame and _is_django_resolve_call(frame.f_back):
+            # we return to Django suspend mode and should not stop before django rendering frame
+            info.pydev_step_stop = frame.f_back
+            info.pydev_django_resolve_frame = False
+            thread.additional_info.suspend_type = DJANGO_SUSPEND
+        stop = info.pydev_step_stop is frame and event in ('line', 'return')
+    return stop, plugin_stop
+
+
+def stop(plugin, main_debugger, frame, event, args, stop_info, arg, step_cmd):
+    main_debugger = args[0]
+    thread = args[3]
+    if 'django_stop' in stop_info and stop_info['django_stop']:
+        frame = suspend_django(main_debugger, thread, DjangoTemplateFrame(frame), step_cmd)
+        if frame:
+            main_debugger.do_wait_suspend(thread, frame, event, arg)
+            return True
+    return False
+
+
+def get_breakpoint(plugin, py_db, pydb_frame, frame, event, args):
+    py_db = args[0]
+    _filename = args[1]
+    info = args[2]
+    breakpoint_type = 'django'
+
+    if event == 'call' and info.pydev_state != STATE_SUSPEND and py_db.django_breakpoints and _is_django_render_call(frame):
+        original_filename = _get_template_original_file_name_from_frame(frame)
+        pydev_log.debug("Django is rendering a template: %s", original_filename)
+
+        canonical_normalized_filename = canonical_normalized_path(original_filename)
+        django_breakpoints_for_file = py_db.django_breakpoints.get(canonical_normalized_filename)
+
+        if django_breakpoints_for_file:
+
+            # At this point, let's validate whether template lines are correct.
+            if IS_DJANGO19_OR_HIGHER:
+                django_validation_info = py_db.django_validation_info
+                context = frame.f_locals['context']
+                django_template = context.template
+                django_validation_info.verify_breakpoints(py_db, canonical_normalized_filename, django_breakpoints_for_file, django_template)
+
+            pydev_log.debug("Breakpoints for that file: %s", django_breakpoints_for_file)
+            template_line = _get_template_line(frame)
+            pydev_log.debug("Tracing template line: %s", template_line)
+
+            if template_line in django_breakpoints_for_file:
+                django_breakpoint = django_breakpoints_for_file[template_line]
+                new_frame = DjangoTemplateFrame(frame)
+                return True, django_breakpoint, new_frame, breakpoint_type
+
+    return False, None, None, breakpoint_type
+
+
+def suspend(plugin, main_debugger, thread, frame, bp_type):
+    if bp_type == 'django':
+        return suspend_django(main_debugger, thread, DjangoTemplateFrame(frame))
+    return None
+
+
+def _get_original_filename_from_origin_in_parent_frame_locals(frame, parent_frame_name):
+    filename = None
+    parent_frame = frame
+    while parent_frame.f_code.co_name != parent_frame_name:
+        parent_frame = parent_frame.f_back
+
+    origin = None
+    if parent_frame is not None:
+        origin = parent_frame.f_locals.get('origin')
+
+    if hasattr(origin, 'name') and origin.name is not None:
+        filename = _convert_to_str(origin.name)
+    return filename
+
+
+def exception_break(plugin, main_debugger, pydb_frame, frame, args, arg):
+    main_debugger = args[0]
+    thread = args[3]
+    exception, value, trace = arg
+
+    if main_debugger.django_exception_break and exception is not None:
+        if exception.__name__ in ['VariableDoesNotExist', 'TemplateDoesNotExist', 'TemplateSyntaxError'] and \
+                just_raised(trace) and not ignore_exception_trace(trace):
+
+            if exception.__name__ == 'TemplateSyntaxError':
+                # In this case we don't actually have a regular render frame with the context
+                # (we didn't really get to that point).
+                token = getattr(value, 'token', None)
+
+                if token is None:
+                    # Django 1.7 does not have token in exception. Try to get it from locals.
+                    token = frame.f_locals.get('token')
+
+                lineno = getattr(token, 'lineno', None)
+
+                original_filename = None
+                if lineno is not None:
+                    original_filename = _get_original_filename_from_origin_in_parent_frame_locals(frame, 'get_template')
+
+                    if original_filename is None:
+                        # Django 1.7 does not have origin in get_template. Try to get it from
+                        # load_template.
+                        original_filename = _get_original_filename_from_origin_in_parent_frame_locals(frame, 'load_template')
+
+                if original_filename is not None and lineno is not None:
+                    syntax_error_frame = DjangoTemplateSyntaxErrorFrame(
+                        frame, original_filename, lineno, {'token': token, 'exception': exception})
+
+                    suspend_frame = suspend_django(
+                        main_debugger, thread, syntax_error_frame, CMD_ADD_EXCEPTION_BREAK)
+                    return True, suspend_frame
+
+            elif exception.__name__ == 'VariableDoesNotExist':
+                if _is_django_variable_does_not_exist_exception_break_context(frame):
+                    if not getattr(exception, 'silent_variable_failure', False) and not _is_ignoring_failures(frame):
+                        render_frame = _find_django_render_frame(frame)
+                        if render_frame:
+                            suspend_frame = suspend_django(
+                                main_debugger, thread, DjangoTemplateFrame(render_frame), CMD_ADD_EXCEPTION_BREAK)
+                            if suspend_frame:
+                                add_exception_to_frame(suspend_frame, (exception, value, trace))
+                                thread.additional_info.pydev_message = 'VariableDoesNotExist'
+                                suspend_frame.f_back = frame
+                                frame = suspend_frame
+                                return True, frame
+
+    return None
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/README.md b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/README.md
new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/README.md
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/73/1b/bc/176f79b27515360a84e715ca9d94e96ea6d1dcb4e69bad2980ad08393b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/__init__.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/__init__.py
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ae/ab/4d/b1f0dc2a0424703b75c0ad924d72eb207f0dbf536c5ac4077bf983677d
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/__pycache__/__init__.cpython-38.pyc
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+/home/runner/.cache/pip/pool/ae/ab/4d/b1f0dc2a0424703b75c0ad924d72eb207f0dbf536c5ac4077bf983677d
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/types/pydevd_helpers.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/types/pydevd_helpers.py
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+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/types/pydevd_helpers.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d1/f1/51/eb780638254d587a7e7bc125e8e3e50659634c9c027b5a042565cfbf93
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/types/pydevd_plugin_numpy_types.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/types/pydevd_plugin_numpy_types.py
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/types/pydevd_plugin_pandas_types.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/types/pydevd_plugin_pandas_types.py
new file mode 100644
index 0000000..2c1090c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/types/pydevd_plugin_pandas_types.py
@@ -0,0 +1,160 @@
+import sys
+
+from _pydevd_bundle.pydevd_constants import PANDAS_MAX_ROWS, PANDAS_MAX_COLS, PANDAS_MAX_COLWIDTH
+from _pydevd_bundle.pydevd_extension_api import TypeResolveProvider, StrPresentationProvider
+from _pydevd_bundle.pydevd_resolver import inspect, MethodWrapperType
+from _pydevd_bundle.pydevd_utils import Timer
+
+from .pydevd_helpers import find_mod_attr
+from contextlib import contextmanager
+
+
+def _get_dictionary(obj, replacements):
+    ret = dict()
+    cls = obj.__class__
+    for attr_name in dir(obj):
+
+        # This is interesting but it actually hides too much info from the dataframe.
+        # attr_type_in_cls = type(getattr(cls, attr_name, None))
+        # if attr_type_in_cls == property:
+        #     ret[attr_name] = '<property (not computed)>'
+        #     continue
+
+        timer = Timer()
+        try:
+            replacement = replacements.get(attr_name)
+            if replacement is not None:
+                ret[attr_name] = replacement
+                continue
+
+            attr_value = getattr(obj, attr_name, '<unable to get>')
+            if inspect.isroutine(attr_value) or isinstance(attr_value, MethodWrapperType):
+                continue
+            ret[attr_name] = attr_value
+        except Exception as e:
+            ret[attr_name] = '<error getting: %s>' % (e,)
+        finally:
+            timer.report_if_getting_attr_slow(cls, attr_name)
+
+    return ret
+
+
+@contextmanager
+def customize_pandas_options():
+    # The default repr depends on the settings of:
+    #
+    # pandas.set_option('display.max_columns', None)
+    # pandas.set_option('display.max_rows', None)
+    #
+    # which can make the repr **very** slow on some cases, so, we customize pandas to have
+    # smaller values if the current values are too big.
+    custom_options = []
+
+    from pandas import get_option
+
+    max_rows = get_option("display.max_rows")
+    max_cols = get_option("display.max_columns")
+    max_colwidth = get_option("display.max_colwidth")
+
+    if max_rows is None or max_rows > PANDAS_MAX_ROWS:
+        custom_options.append("display.max_rows")
+        custom_options.append(PANDAS_MAX_ROWS)
+
+    if max_cols is None or max_cols > PANDAS_MAX_COLS:
+        custom_options.append("display.max_columns")
+        custom_options.append(PANDAS_MAX_COLS)
+
+    if max_colwidth is None or max_colwidth > PANDAS_MAX_COLWIDTH:
+        custom_options.append("display.max_colwidth")
+        custom_options.append(PANDAS_MAX_COLWIDTH)
+
+    if custom_options:
+        from pandas import option_context
+        with option_context(*custom_options):
+            yield
+    else:
+        yield
+
+
+class PandasDataFrameTypeResolveProvider(object):
+
+    def can_provide(self, type_object, type_name):
+        data_frame_class = find_mod_attr('pandas.core.frame', 'DataFrame')
+        return data_frame_class is not None and issubclass(type_object, data_frame_class)
+
+    def resolve(self, obj, attribute):
+        return getattr(obj, attribute)
+
+    def get_dictionary(self, obj):
+        replacements = {
+            # This actually calls: DataFrame.transpose(), which can be expensive, so,
+            # let's just add some string representation for it.
+            'T': '<transposed dataframe -- debugger:skipped eval>',
+
+            # This creates a whole new dict{index: Series) for each column. Doing a
+            # subsequent repr() from this dict can be very slow, so, don't return it.
+            '_series': '<dict[index:Series] -- debugger:skipped eval>',
+
+            'style': '<pandas.io.formats.style.Styler -- debugger: skipped eval>',
+        }
+        return _get_dictionary(obj, replacements)
+
+    def get_str(self, df):
+        with customize_pandas_options():
+            return repr(df)
+
+
+class PandasSeriesTypeResolveProvider(object):
+
+    def can_provide(self, type_object, type_name):
+        series_class = find_mod_attr('pandas.core.series', 'Series')
+        return series_class is not None and issubclass(type_object, series_class)
+
+    def resolve(self, obj, attribute):
+        return getattr(obj, attribute)
+
+    def get_dictionary(self, obj):
+        replacements = {
+            # This actually calls: DataFrame.transpose(), which can be expensive, so,
+            # let's just add some string representation for it.
+            'T': '<transposed dataframe -- debugger:skipped eval>',
+
+            # This creates a whole new dict{index: Series) for each column. Doing a
+            # subsequent repr() from this dict can be very slow, so, don't return it.
+            '_series': '<dict[index:Series] -- debugger:skipped eval>',
+
+            'style': '<pandas.io.formats.style.Styler -- debugger: skipped eval>',
+        }
+        return _get_dictionary(obj, replacements)
+
+    def get_str(self, series):
+        with customize_pandas_options():
+            return repr(series)
+
+
+class PandasStylerTypeResolveProvider(object):
+
+    def can_provide(self, type_object, type_name):
+        series_class = find_mod_attr('pandas.io.formats.style', 'Styler')
+        return series_class is not None and issubclass(type_object, series_class)
+
+    def resolve(self, obj, attribute):
+        return getattr(obj, attribute)
+
+    def get_dictionary(self, obj):
+        replacements = {
+            'data': '<Styler data -- debugger:skipped eval>',
+
+            '__dict__': '<dict -- debugger: skipped eval>',
+        }
+        return _get_dictionary(obj, replacements)
+
+
+if not sys.platform.startswith("java"):
+    TypeResolveProvider.register(PandasDataFrameTypeResolveProvider)
+    StrPresentationProvider.register(PandasDataFrameTypeResolveProvider)
+
+    TypeResolveProvider.register(PandasSeriesTypeResolveProvider)
+    StrPresentationProvider.register(PandasSeriesTypeResolveProvider)
+
+    TypeResolveProvider.register(PandasStylerTypeResolveProvider)
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/types/pydevd_plugins_django_form_str.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/types/pydevd_plugins_django_form_str.py
new file mode 120000
index 0000000..8cae21f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/extensions/types/pydevd_plugins_django_form_str.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/aa/ea/ab/4542ae2843e84f7ecc0656bbc09092b961e2a35748d5c10ad46d77a8ed
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/jinja2_debug.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/jinja2_debug.py
new file mode 100644
index 0000000..a5e4a00
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/jinja2_debug.py
@@ -0,0 +1,506 @@
+from _pydevd_bundle.pydevd_constants import STATE_SUSPEND, JINJA2_SUSPEND
+from _pydevd_bundle.pydevd_comm import CMD_SET_BREAK, CMD_ADD_EXCEPTION_BREAK
+from pydevd_file_utils import canonical_normalized_path
+from _pydevd_bundle.pydevd_frame_utils import add_exception_to_frame, FCode
+from _pydev_bundle import pydev_log
+from pydevd_plugins.pydevd_line_validation import LineBreakpointWithLazyValidation, ValidationInfo
+from _pydev_bundle.pydev_override import overrides
+from _pydevd_bundle.pydevd_api import PyDevdAPI
+
+
+class Jinja2LineBreakpoint(LineBreakpointWithLazyValidation):
+
+    def __init__(self, canonical_normalized_filename, breakpoint_id, line, condition, func_name, expression, hit_condition=None, is_logpoint=False):
+        self.canonical_normalized_filename = canonical_normalized_filename
+        LineBreakpointWithLazyValidation.__init__(self, breakpoint_id, line, condition, func_name, expression, hit_condition=hit_condition, is_logpoint=is_logpoint)
+
+    def __str__(self):
+        return "Jinja2LineBreakpoint: %s-%d" % (self.canonical_normalized_filename, self.line)
+
+
+class _Jinja2ValidationInfo(ValidationInfo):
+
+    @overrides(ValidationInfo._collect_valid_lines_in_template_uncached)
+    def _collect_valid_lines_in_template_uncached(self, template):
+        lineno_mapping = _get_frame_lineno_mapping(template)
+        if not lineno_mapping:
+            return set()
+
+        return set(x[0] for x in lineno_mapping)
+
+
+def add_line_breakpoint(plugin, pydb, type, canonical_normalized_filename, breakpoint_id, line, condition, expression, func_name, hit_condition=None, is_logpoint=False, add_breakpoint_result=None, on_changed_breakpoint_state=None):
+    if type == 'jinja2-line':
+        jinja2_line_breakpoint = Jinja2LineBreakpoint(canonical_normalized_filename, breakpoint_id, line, condition, func_name, expression, hit_condition=hit_condition, is_logpoint=is_logpoint)
+        if not hasattr(pydb, 'jinja2_breakpoints'):
+            _init_plugin_breaks(pydb)
+
+        add_breakpoint_result.error_code = PyDevdAPI.ADD_BREAKPOINT_LAZY_VALIDATION
+        jinja2_line_breakpoint.add_breakpoint_result = add_breakpoint_result
+        jinja2_line_breakpoint.on_changed_breakpoint_state = on_changed_breakpoint_state
+
+        return jinja2_line_breakpoint, pydb.jinja2_breakpoints
+    return None
+
+
+def after_breakpoints_consolidated(plugin, py_db, canonical_normalized_filename, id_to_pybreakpoint, file_to_line_to_breakpoints):
+    jinja2_breakpoints_for_file = file_to_line_to_breakpoints.get(canonical_normalized_filename)
+    if not jinja2_breakpoints_for_file:
+        return
+
+    if not hasattr(py_db, 'jinja2_validation_info'):
+        _init_plugin_breaks(py_db)
+
+    # In general we validate the breakpoints only when the template is loaded, but if the template
+    # was already loaded, we can validate the breakpoints based on the last loaded value.
+    py_db.jinja2_validation_info.verify_breakpoints_from_template_cached_lines(
+        py_db, canonical_normalized_filename, jinja2_breakpoints_for_file)
+
+
+def add_exception_breakpoint(plugin, pydb, type, exception):
+    if type == 'jinja2':
+        if not hasattr(pydb, 'jinja2_exception_break'):
+            _init_plugin_breaks(pydb)
+        pydb.jinja2_exception_break[exception] = True
+        return True
+    return False
+
+
+def _init_plugin_breaks(pydb):
+    pydb.jinja2_exception_break = {}
+    pydb.jinja2_breakpoints = {}
+
+    pydb.jinja2_validation_info = _Jinja2ValidationInfo()
+
+
+def remove_all_exception_breakpoints(plugin, pydb):
+    if hasattr(pydb, 'jinja2_exception_break'):
+        pydb.jinja2_exception_break = {}
+        return True
+    return False
+
+
+def remove_exception_breakpoint(plugin, pydb, type, exception):
+    if type == 'jinja2':
+        try:
+            del pydb.jinja2_exception_break[exception]
+            return True
+        except:
+            pass
+    return False
+
+
+def get_breakpoints(plugin, pydb, type):
+    if type == 'jinja2-line':
+        return pydb.jinja2_breakpoints
+    return None
+
+
+def _is_jinja2_render_call(frame):
+    try:
+        name = frame.f_code.co_name
+        if "__jinja_template__" in frame.f_globals and name in ("root", "loop", "macro") or name.startswith("block_"):
+            return True
+        return False
+    except:
+        pydev_log.exception()
+        return False
+
+
+def _suspend_jinja2(pydb, thread, frame, cmd=CMD_SET_BREAK, message=None):
+    frame = Jinja2TemplateFrame(frame)
+
+    if frame.f_lineno is None:
+        return None
+
+    pydb.set_suspend(thread, cmd)
+
+    thread.additional_info.suspend_type = JINJA2_SUSPEND
+    if cmd == CMD_ADD_EXCEPTION_BREAK:
+        # send exception name as message
+        if message:
+            message = str(message)
+        thread.additional_info.pydev_message = message
+
+    return frame
+
+
+def _is_jinja2_suspended(thread):
+    return thread.additional_info.suspend_type == JINJA2_SUSPEND
+
+
+def _is_jinja2_context_call(frame):
+    return "_Context__obj" in frame.f_locals
+
+
+def _is_jinja2_internal_function(frame):
+    return 'self' in frame.f_locals and frame.f_locals['self'].__class__.__name__ in \
+        ('LoopContext', 'TemplateReference', 'Macro', 'BlockReference')
+
+
+def _find_jinja2_render_frame(frame):
+    while frame is not None and not _is_jinja2_render_call(frame):
+        frame = frame.f_back
+
+    return frame
+
+#=======================================================================================================================
+# Jinja2 Frame
+#=======================================================================================================================
+
+
+class Jinja2TemplateFrame(object):
+
+    IS_PLUGIN_FRAME = True
+
+    def __init__(self, frame, original_filename=None, template_lineno=None):
+
+        if original_filename is None:
+            original_filename = _get_jinja2_template_original_filename(frame)
+
+        if template_lineno is None:
+            template_lineno = _get_jinja2_template_line(frame)
+
+        self.back_context = None
+        if 'context' in frame.f_locals:
+            # sometimes we don't have 'context', e.g. in macros
+            self.back_context = frame.f_locals['context']
+        self.f_code = FCode('template', original_filename)
+        self.f_lineno = template_lineno
+        self.f_back = frame
+        self.f_globals = {}
+        self.f_locals = self.collect_context(frame)
+        self.f_trace = None
+
+    def _get_real_var_name(self, orig_name):
+        # replace leading number for local variables
+        parts = orig_name.split('_')
+        if len(parts) > 1 and parts[0].isdigit():
+            return parts[1]
+        return orig_name
+
+    def collect_context(self, frame):
+        res = {}
+        for k, v in frame.f_locals.items():
+            if not k.startswith('l_'):
+                res[k] = v
+            elif v and not _is_missing(v):
+                res[self._get_real_var_name(k[2:])] = v
+        if self.back_context is not None:
+            for k, v in self.back_context.items():
+                res[k] = v
+        return res
+
+    def _change_variable(self, frame, name, value):
+        in_vars_or_parents = False
+        if 'context' in frame.f_locals:
+            if name in frame.f_locals['context'].parent:
+                self.back_context.parent[name] = value
+                in_vars_or_parents = True
+            if name in frame.f_locals['context'].vars:
+                self.back_context.vars[name] = value
+                in_vars_or_parents = True
+
+        l_name = 'l_' + name
+        if l_name in frame.f_locals:
+            if in_vars_or_parents:
+                frame.f_locals[l_name] = self.back_context.resolve(name)
+            else:
+                frame.f_locals[l_name] = value
+
+
+class Jinja2TemplateSyntaxErrorFrame(object):
+
+    IS_PLUGIN_FRAME = True
+
+    def __init__(self, frame, exception_cls_name, filename, lineno, f_locals):
+        self.f_code = FCode('Jinja2 %s' % (exception_cls_name,), filename)
+        self.f_lineno = lineno
+        self.f_back = frame
+        self.f_globals = {}
+        self.f_locals = f_locals
+        self.f_trace = None
+
+
+def change_variable(plugin, frame, attr, expression):
+    if isinstance(frame, Jinja2TemplateFrame):
+        result = eval(expression, frame.f_globals, frame.f_locals)
+        frame._change_variable(frame.f_back, attr, result)
+        return result
+    return False
+
+
+def _is_missing(item):
+    if item.__class__.__name__ == 'MissingType':
+        return True
+    return False
+
+
+def _find_render_function_frame(frame):
+    # in order to hide internal rendering functions
+    old_frame = frame
+    try:
+        while not ('self' in frame.f_locals and frame.f_locals['self'].__class__.__name__ == 'Template' and \
+                               frame.f_code.co_name == 'render'):
+            frame = frame.f_back
+            if frame is None:
+                return old_frame
+        return frame
+    except:
+        return old_frame
+
+
+def _get_jinja2_template_debug_info(frame):
+    frame_globals = frame.f_globals
+
+    jinja_template = frame_globals.get('__jinja_template__')
+
+    if jinja_template is None:
+        return None
+
+    return _get_frame_lineno_mapping(jinja_template)
+
+
+def _get_frame_lineno_mapping(jinja_template):
+    '''
+    :rtype: list(tuple(int,int))
+    :return: list((original_line, line_in_frame))
+    '''
+    # _debug_info is a string with the mapping from frame line to actual line
+    # i.e.: "5=13&8=14"
+    _debug_info = jinja_template._debug_info
+    if not _debug_info:
+        # Sometimes template contains only plain text.
+        return None
+
+    # debug_info is a list with the mapping from frame line to actual line
+    # i.e.: [(5, 13), (8, 14)]
+    return jinja_template.debug_info
+
+
+def _get_jinja2_template_line(frame):
+    debug_info = _get_jinja2_template_debug_info(frame)
+    if debug_info is None:
+        return None
+
+    lineno = frame.f_lineno
+
+    for pair in debug_info:
+        if pair[1] == lineno:
+            return pair[0]
+
+    return None
+
+
+def _convert_to_str(s):
+    return s
+
+
+def _get_jinja2_template_original_filename(frame):
+    if '__jinja_template__' in frame.f_globals:
+        return _convert_to_str(frame.f_globals['__jinja_template__'].filename)
+
+    return None
+
+#=======================================================================================================================
+# Jinja2 Step Commands
+#=======================================================================================================================
+
+
+def has_exception_breaks(plugin):
+    if len(plugin.main_debugger.jinja2_exception_break) > 0:
+        return True
+    return False
+
+
+def has_line_breaks(plugin):
+    for _canonical_normalized_filename, breakpoints in plugin.main_debugger.jinja2_breakpoints.items():
+        if len(breakpoints) > 0:
+            return True
+    return False
+
+
+def can_skip(plugin, pydb, frame):
+    if pydb.jinja2_breakpoints and _is_jinja2_render_call(frame):
+        filename = _get_jinja2_template_original_filename(frame)
+        if filename is not None:
+            canonical_normalized_filename = canonical_normalized_path(filename)
+            jinja2_breakpoints_for_file = pydb.jinja2_breakpoints.get(canonical_normalized_filename)
+            if jinja2_breakpoints_for_file:
+                return False
+
+    if pydb.jinja2_exception_break:
+        name = frame.f_code.co_name
+
+        # errors in compile time
+        if name in ('template', 'top-level template code', '<module>') or name.startswith('block '):
+            f_back = frame.f_back
+            module_name = ''
+            if f_back is not None:
+                module_name = f_back.f_globals.get('__name__', '')
+            if module_name.startswith('jinja2.'):
+                return False
+
+    return True
+
+
+def cmd_step_into(plugin, pydb, frame, event, args, stop_info, stop):
+    info = args[2]
+    thread = args[3]
+    plugin_stop = False
+    stop_info['jinja2_stop'] = False
+    if _is_jinja2_suspended(thread):
+        stop_info['jinja2_stop'] = event in ('call', 'line') and _is_jinja2_render_call(frame)
+        plugin_stop = stop_info['jinja2_stop']
+        stop = False
+        if info.pydev_call_from_jinja2 is not None:
+            if _is_jinja2_internal_function(frame):
+                # if internal Jinja2 function was called, we sould continue debugging inside template
+                info.pydev_call_from_jinja2 = None
+            else:
+                # we go into python code from Jinja2 rendering frame
+                stop = True
+
+        if event == 'call' and _is_jinja2_context_call(frame.f_back):
+            # we called function from context, the next step will be in function
+            info.pydev_call_from_jinja2 = 1
+
+    if event == 'return' and _is_jinja2_context_call(frame.f_back):
+        # we return from python code to Jinja2 rendering frame
+        info.pydev_step_stop = info.pydev_call_from_jinja2
+        info.pydev_call_from_jinja2 = None
+        thread.additional_info.suspend_type = JINJA2_SUSPEND
+        stop = False
+
+        # print "info.pydev_call_from_jinja2", info.pydev_call_from_jinja2, "stop_info", stop_info, \
+        #    "thread.additional_info.suspend_type", thread.additional_info.suspend_type
+        # print "event", event, "farme.locals", frame.f_locals
+    return stop, plugin_stop
+
+
+def cmd_step_over(plugin, pydb, frame, event, args, stop_info, stop):
+    info = args[2]
+    thread = args[3]
+    plugin_stop = False
+    stop_info['jinja2_stop'] = False
+    if _is_jinja2_suspended(thread):
+        stop = False
+
+        if info.pydev_call_inside_jinja2 is None:
+            if _is_jinja2_render_call(frame):
+                if event == 'call':
+                    info.pydev_call_inside_jinja2 = frame.f_back
+                if event in ('line', 'return'):
+                    info.pydev_call_inside_jinja2 = frame
+        else:
+            if event == 'line':
+                if _is_jinja2_render_call(frame) and info.pydev_call_inside_jinja2 is frame:
+                    stop_info['jinja2_stop'] = True
+                    plugin_stop = stop_info['jinja2_stop']
+            if event == 'return':
+                if frame is info.pydev_call_inside_jinja2 and 'event' not in frame.f_back.f_locals:
+                    info.pydev_call_inside_jinja2 = _find_jinja2_render_frame(frame.f_back)
+        return stop, plugin_stop
+    else:
+        if event == 'return' and _is_jinja2_context_call(frame.f_back):
+            # we return from python code to Jinja2 rendering frame
+            info.pydev_call_from_jinja2 = None
+            info.pydev_call_inside_jinja2 = _find_jinja2_render_frame(frame)
+            thread.additional_info.suspend_type = JINJA2_SUSPEND
+            stop = False
+            return stop, plugin_stop
+    # print "info.pydev_call_from_jinja2", info.pydev_call_from_jinja2, "stop", stop, "jinja_stop", jinja2_stop, \
+    #    "thread.additional_info.suspend_type", thread.additional_info.suspend_type
+    # print "event", event, "info.pydev_call_inside_jinja2", info.pydev_call_inside_jinja2
+    # print "frame", frame, "frame.f_back", frame.f_back, "step_stop", info.pydev_step_stop
+    # print "is_context_call", _is_jinja2_context_call(frame)
+    # print "render", _is_jinja2_render_call(frame)
+    # print "-------------"
+    return stop, plugin_stop
+
+
+def stop(plugin, pydb, frame, event, args, stop_info, arg, step_cmd):
+    pydb = args[0]
+    thread = args[3]
+    if 'jinja2_stop' in stop_info and stop_info['jinja2_stop']:
+        frame = _suspend_jinja2(pydb, thread, frame, step_cmd)
+        if frame:
+            pydb.do_wait_suspend(thread, frame, event, arg)
+            return True
+    return False
+
+
+def get_breakpoint(plugin, py_db, pydb_frame, frame, event, args):
+    py_db = args[0]
+    _filename = args[1]
+    info = args[2]
+    break_type = 'jinja2'
+
+    if event == 'line' and info.pydev_state != STATE_SUSPEND and py_db.jinja2_breakpoints and _is_jinja2_render_call(frame):
+
+        jinja_template = frame.f_globals.get('__jinja_template__')
+        if jinja_template is None:
+            return False, None, None, break_type
+
+        original_filename = _get_jinja2_template_original_filename(frame)
+        if original_filename is not None:
+            pydev_log.debug("Jinja2 is rendering a template: %s", original_filename)
+            canonical_normalized_filename = canonical_normalized_path(original_filename)
+            jinja2_breakpoints_for_file = py_db.jinja2_breakpoints.get(canonical_normalized_filename)
+
+            if jinja2_breakpoints_for_file:
+
+                jinja2_validation_info = py_db.jinja2_validation_info
+                jinja2_validation_info.verify_breakpoints(py_db, canonical_normalized_filename, jinja2_breakpoints_for_file, jinja_template)
+
+                template_lineno = _get_jinja2_template_line(frame)
+                if template_lineno is not None:
+                    jinja2_breakpoint = jinja2_breakpoints_for_file.get(template_lineno)
+                    if jinja2_breakpoint is not None:
+                        new_frame = Jinja2TemplateFrame(frame, original_filename, template_lineno)
+                        return True, jinja2_breakpoint, new_frame, break_type
+
+    return False, None, None, break_type
+
+
+def suspend(plugin, pydb, thread, frame, bp_type):
+    if bp_type == 'jinja2':
+        return _suspend_jinja2(pydb, thread, frame)
+    return None
+
+
+def exception_break(plugin, pydb, pydb_frame, frame, args, arg):
+    pydb = args[0]
+    thread = args[3]
+    exception, value, trace = arg
+    if pydb.jinja2_exception_break and exception is not None:
+        exception_type = list(pydb.jinja2_exception_break.keys())[0]
+        if exception.__name__ in ('UndefinedError', 'TemplateNotFound', 'TemplatesNotFound'):
+            # errors in rendering
+            render_frame = _find_jinja2_render_frame(frame)
+            if render_frame:
+                suspend_frame = _suspend_jinja2(pydb, thread, render_frame, CMD_ADD_EXCEPTION_BREAK, message=exception_type)
+                if suspend_frame:
+                    add_exception_to_frame(suspend_frame, (exception, value, trace))
+                    suspend_frame.f_back = frame
+                    frame = suspend_frame
+                    return True, frame
+
+        elif exception.__name__ in ('TemplateSyntaxError', 'TemplateAssertionError'):
+            name = frame.f_code.co_name
+
+            # errors in compile time
+            if name in ('template', 'top-level template code', '<module>') or name.startswith('block '):
+
+                f_back = frame.f_back
+                if f_back is not None:
+                    module_name = f_back.f_globals.get('__name__', '')
+
+                if module_name.startswith('jinja2.'):
+                    # Jinja2 translates exception info and creates fake frame on his own
+                    pydb_frame.set_suspend(thread, CMD_ADD_EXCEPTION_BREAK)
+                    add_exception_to_frame(frame, (exception, value, trace))
+                    thread.additional_info.suspend_type = JINJA2_SUSPEND
+                    thread.additional_info.pydev_message = str(exception_type)
+                    return True, frame
+    return None
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/pydevd_line_validation.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/pydevd_line_validation.py
new file mode 100644
index 0000000..2b64a52
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_plugins/pydevd_line_validation.py
@@ -0,0 +1,107 @@
+from _pydevd_bundle.pydevd_breakpoints import LineBreakpoint
+from _pydevd_bundle.pydevd_api import PyDevdAPI
+import bisect
+from _pydev_bundle import pydev_log
+
+
+class LineBreakpointWithLazyValidation(LineBreakpoint):
+
+    def __init__(self, *args, **kwargs):
+        LineBreakpoint.__init__(self, *args, **kwargs)
+        # This is the _AddBreakpointResult that'll be modified (and then re-sent on the
+        # on_changed_breakpoint_state).
+        self.add_breakpoint_result = None
+
+        # The signature for the callback should be:
+        #     on_changed_breakpoint_state(breakpoint_id: int, add_breakpoint_result: _AddBreakpointResult)
+        self.on_changed_breakpoint_state = None
+
+        # When its state is checked (in which case it'd call on_changed_breakpoint_state if the
+        # state changed), we store a cache key in 'verified_cache_key' -- in case it changes
+        # we'd need to re-verify it (for instance, the template could have changed on disk).
+        self.verified_cache_key = None
+
+
+class ValidationInfo(object):
+
+    def __init__(self):
+        self._canonical_normalized_filename_to_last_template_lines = {}
+
+    def _collect_valid_lines_in_template(self, template):
+        # We cache the lines in the template itself. Note that among requests the
+        # template may be a different instance (because the template contents could be
+        # changed on disk), but this may still be called multiple times during the
+        # same render session, so, caching is interesting.
+        lines_cache = getattr(template, '__pydevd_lines_cache__', None)
+        if lines_cache is not None:
+            lines, sorted_lines = lines_cache
+            return lines, sorted_lines
+
+        lines = self._collect_valid_lines_in_template_uncached(template)
+
+        lines = frozenset(lines)
+        sorted_lines = tuple(sorted(lines))
+        template.__pydevd_lines_cache__ = lines, sorted_lines
+        return lines, sorted_lines
+
+    def _collect_valid_lines_in_template_uncached(self, template):
+        raise NotImplementedError()
+
+    def verify_breakpoints(self, py_db, canonical_normalized_filename, template_breakpoints_for_file, template):
+        '''
+        This function should be called whenever a rendering is detected.
+
+        :param str canonical_normalized_filename:
+        :param dict[int:LineBreakpointWithLazyValidation] template_breakpoints_for_file:
+        '''
+        valid_lines_frozenset, sorted_lines = self._collect_valid_lines_in_template(template)
+
+        self._canonical_normalized_filename_to_last_template_lines[canonical_normalized_filename] = valid_lines_frozenset, sorted_lines
+        self._verify_breakpoints_with_lines_collected(py_db, canonical_normalized_filename, template_breakpoints_for_file, valid_lines_frozenset, sorted_lines)
+
+    def verify_breakpoints_from_template_cached_lines(self, py_db, canonical_normalized_filename, template_breakpoints_for_file):
+        '''
+        This is used when the lines are already available (if just the template is available,
+        `verify_breakpoints` should be used instead).
+        '''
+        cached = self._canonical_normalized_filename_to_last_template_lines.get(canonical_normalized_filename)
+        if cached is not None:
+            valid_lines_frozenset, sorted_lines = cached
+            self._verify_breakpoints_with_lines_collected(py_db, canonical_normalized_filename, template_breakpoints_for_file, valid_lines_frozenset, sorted_lines)
+
+    def _verify_breakpoints_with_lines_collected(self, py_db, canonical_normalized_filename, template_breakpoints_for_file, valid_lines_frozenset, sorted_lines):
+        for line, template_bp in list(template_breakpoints_for_file.items()):  # Note: iterate in a copy (we may mutate it).
+            if template_bp.verified_cache_key != valid_lines_frozenset:
+                template_bp.verified_cache_key = valid_lines_frozenset
+                valid = line in valid_lines_frozenset
+
+                if not valid:
+                    new_line = -1
+                    if sorted_lines:
+                        # Adjust to the first preceding valid line.
+                        idx = bisect.bisect_left(sorted_lines, line)
+                        if idx > 0:
+                            new_line = sorted_lines[idx - 1]
+
+                    if new_line >= 0 and new_line not in template_breakpoints_for_file:
+                        # We just add it if found and if there's no existing breakpoint at that
+                        # location.
+                        if template_bp.add_breakpoint_result.error_code != PyDevdAPI.ADD_BREAKPOINT_NO_ERROR and template_bp.add_breakpoint_result.translated_line != new_line:
+                            pydev_log.debug('Template breakpoint in %s in line: %s moved to line: %s', canonical_normalized_filename, line, new_line)
+                            template_bp.add_breakpoint_result.error_code = PyDevdAPI.ADD_BREAKPOINT_NO_ERROR
+                            template_bp.add_breakpoint_result.translated_line = new_line
+
+                            # Add it to a new line.
+                            template_breakpoints_for_file.pop(line, None)
+                            template_breakpoints_for_file[new_line] = template_bp
+                            template_bp.on_changed_breakpoint_state(template_bp.breakpoint_id, template_bp.add_breakpoint_result)
+                    else:
+                        if template_bp.add_breakpoint_result.error_code != PyDevdAPI.ADD_BREAKPOINT_INVALID_LINE:
+                            pydev_log.debug('Template breakpoint in %s in line: %s invalid (valid lines: %s)', canonical_normalized_filename, line, valid_lines_frozenset)
+                            template_bp.add_breakpoint_result.error_code = PyDevdAPI.ADD_BREAKPOINT_INVALID_LINE
+                            template_bp.on_changed_breakpoint_state(template_bp.breakpoint_id, template_bp.add_breakpoint_result)
+                else:
+                    if template_bp.add_breakpoint_result.error_code != PyDevdAPI.ADD_BREAKPOINT_NO_ERROR:
+                        template_bp.add_breakpoint_result.error_code = PyDevdAPI.ADD_BREAKPOINT_NO_ERROR
+                        template_bp.on_changed_breakpoint_state(template_bp.breakpoint_id, template_bp.add_breakpoint_result)
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_tracing.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_tracing.py
new file mode 100644
index 0000000..5061a53
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/pydevd_tracing.py
@@ -0,0 +1,375 @@
+from _pydevd_bundle.pydevd_constants import get_frame, IS_CPYTHON, IS_64BIT_PROCESS, IS_WINDOWS, \
+    IS_LINUX, IS_MAC, DebugInfoHolder, LOAD_NATIVE_LIB_FLAG, \
+    ENV_FALSE_LOWER_VALUES, ForkSafeLock
+from _pydev_bundle._pydev_saved_modules import thread, threading
+from _pydev_bundle import pydev_log, pydev_monkey
+import os.path
+import platform
+import ctypes
+from io import StringIO
+import sys
+import traceback
+
+_original_settrace = sys.settrace
+
+
+class TracingFunctionHolder:
+    '''This class exists just to keep some variables (so that we don't keep them in the global namespace).
+    '''
+    _original_tracing = None
+    _warn = True
+    _traceback_limit = 1
+    _warnings_shown = {}
+
+
+def get_exception_traceback_str():
+    exc_info = sys.exc_info()
+    s = StringIO()
+    traceback.print_exception(exc_info[0], exc_info[1], exc_info[2], file=s)
+    return s.getvalue()
+
+
+def _get_stack_str(frame):
+
+    msg = '\nIf this is needed, please check: ' + \
+          '\nhttp://pydev.blogspot.com/2007/06/why-cant-pydev-debugger-work-with.html' + \
+          '\nto see how to restore the debug tracing back correctly.\n'
+
+    if TracingFunctionHolder._traceback_limit:
+        s = StringIO()
+        s.write('Call Location:\n')
+        traceback.print_stack(f=frame, limit=TracingFunctionHolder._traceback_limit, file=s)
+        msg = msg + s.getvalue()
+
+    return msg
+
+
+def _internal_set_trace(tracing_func):
+    if TracingFunctionHolder._warn:
+        frame = get_frame()
+        if frame is not None and frame.f_back is not None:
+            filename = frame.f_back.f_code.co_filename.lower()
+            if not filename.endswith('threading.py') and not filename.endswith('pydevd_tracing.py'):
+
+                message = \
+                '\nPYDEV DEBUGGER WARNING:' + \
+                '\nsys.settrace() should not be used when the debugger is being used.' + \
+                '\nThis may cause the debugger to stop working correctly.' + \
+                '%s' % _get_stack_str(frame.f_back)
+
+                if message not in TracingFunctionHolder._warnings_shown:
+                    # only warn about each message once...
+                    TracingFunctionHolder._warnings_shown[message] = 1
+                    sys.stderr.write('%s\n' % (message,))
+                    sys.stderr.flush()
+
+    if TracingFunctionHolder._original_tracing:
+        TracingFunctionHolder._original_tracing(tracing_func)
+
+
+_last_tracing_func_thread_local = threading.local()
+
+
+def SetTrace(tracing_func):
+    _last_tracing_func_thread_local.tracing_func = tracing_func
+
+    if tracing_func is not None:
+        if set_trace_to_threads(tracing_func, thread_idents=[thread.get_ident()], create_dummy_thread=False) == 0:
+            # If we can use our own tracer instead of the one from sys.settrace, do it (the reason
+            # is that this is faster than the Python version because we don't call
+            # PyFrame_FastToLocalsWithError and PyFrame_LocalsToFast at each event!
+            # (the difference can be huge when checking line events on frames as the
+            # time increases based on the number of local variables in the scope)
+            # See: InternalCallTrampoline (on the C side) for details.
+            return
+
+    # If it didn't work (or if it was None), use the Python version.
+    set_trace = TracingFunctionHolder._original_tracing or sys.settrace
+    set_trace(tracing_func)
+
+
+def reapply_settrace():
+    try:
+        tracing_func = _last_tracing_func_thread_local.tracing_func
+    except AttributeError:
+        return
+    else:
+        SetTrace(tracing_func)
+
+
+def replace_sys_set_trace_func():
+    if TracingFunctionHolder._original_tracing is None:
+        TracingFunctionHolder._original_tracing = sys.settrace
+        sys.settrace = _internal_set_trace
+
+
+def restore_sys_set_trace_func():
+    if TracingFunctionHolder._original_tracing is not None:
+        sys.settrace = TracingFunctionHolder._original_tracing
+        TracingFunctionHolder._original_tracing = None
+
+
+_lock = ForkSafeLock()
+
+
+def _load_python_helper_lib():
+    try:
+        # If it's already loaded, just return it.
+        return _load_python_helper_lib.__lib__
+    except AttributeError:
+        pass
+    with _lock:
+        try:
+            return _load_python_helper_lib.__lib__
+        except AttributeError:
+            pass
+
+        lib = _load_python_helper_lib_uncached()
+        _load_python_helper_lib.__lib__ = lib
+        return lib
+
+
+def get_python_helper_lib_filename():
+    # Note: we have an independent (and similar -- but not equal) version of this method in
+    # `add_code_to_python_process.py` which should be kept synchronized with this one (we do a copy
+    # because the `pydevd_attach_to_process` is mostly independent and shouldn't be imported in the
+    # debugger -- the only situation where it's imported is if the user actually does an attach to
+    # process, through `attach_pydevd.py`, but this should usually be called from the IDE directly
+    # and not from the debugger).
+    libdir = os.path.join(os.path.dirname(__file__), 'pydevd_attach_to_process')
+
+    arch = ''
+    if IS_WINDOWS:
+        # prefer not using platform.machine() when possible (it's a bit heavyweight as it may
+        # spawn a subprocess).
+        arch = os.environ.get("PROCESSOR_ARCHITEW6432", os.environ.get('PROCESSOR_ARCHITECTURE', ''))
+
+    if not arch:
+        arch = platform.machine()
+        if not arch:
+            pydev_log.info('platform.machine() did not return valid value.')  # This shouldn't happen...
+            return None
+
+    if IS_WINDOWS:
+        extension = '.dll'
+        suffix_64 = 'amd64'
+        suffix_32 = 'x86'
+
+    elif IS_LINUX:
+        extension = '.so'
+        suffix_64 = 'amd64'
+        suffix_32 = 'x86'
+
+    elif IS_MAC:
+        extension = '.dylib'
+        suffix_64 = 'x86_64'
+        suffix_32 = 'x86'
+
+    else:
+        pydev_log.info('Unable to set trace to all threads in platform: %s', sys.platform)
+        return None
+
+    if arch.lower() not in ('amd64', 'x86', 'x86_64', 'i386', 'x86'):
+        # We don't support this processor by default. Still, let's support the case where the
+        # user manually compiled it himself with some heuristics.
+        #
+        # Ideally the user would provide a library in the format: "attach_<arch>.<extension>"
+        # based on the way it's currently compiled -- see:
+        # - windows/compile_windows.bat
+        # - linux_and_mac/compile_linux.sh
+        # - linux_and_mac/compile_mac.sh
+
+        try:
+            found = [name for name in os.listdir(libdir) if name.startswith('attach_') and name.endswith(extension)]
+        except:
+            if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 1:
+                # There is no need to show this unless debug tracing is enabled.
+                pydev_log.exception('Error listing dir: %s', libdir)
+            return None
+
+        expected_name = 'attach_' + arch + extension
+        expected_name_linux = 'attach_linux_' + arch + extension
+
+        filename = None
+        if expected_name in found:  # Heuristic: user compiled with "attach_<arch>.<extension>"
+            filename = os.path.join(libdir, expected_name)
+
+        elif IS_LINUX and expected_name_linux in found:  # Heuristic: user compiled with "attach_linux_<arch>.<extension>"
+            filename = os.path.join(libdir, expected_name_linux)
+
+        elif len(found) == 1:  # Heuristic: user removed all libraries and just left his own lib.
+            filename = os.path.join(libdir, found[0])
+
+        else:  # Heuristic: there's one additional library which doesn't seem to be our own. Find the odd one.
+            filtered = [name for name in found if not name.endswith((suffix_64 + extension, suffix_32 + extension))]
+            if len(filtered) == 1:  # If more than one is available we can't be sure...
+                filename = os.path.join(libdir, found[0])
+
+        if filename is None:
+            pydev_log.info(
+                'Unable to set trace to all threads in arch: %s (did not find a %s lib in %s).',
+                arch, expected_name, libdir
+
+            )
+            return None
+
+        pydev_log.info('Using %s lib in arch: %s.', filename, arch)
+
+    else:
+        # Happy path for which we have pre-compiled binaries.
+        if IS_64BIT_PROCESS:
+            suffix = suffix_64
+        else:
+            suffix = suffix_32
+
+        if IS_WINDOWS or IS_MAC:  # just the extension changes
+            prefix = 'attach_'
+        elif IS_LINUX:  #
+            prefix = 'attach_linux_'  # historically it has a different name
+        else:
+            pydev_log.info('Unable to set trace to all threads in platform: %s', sys.platform)
+            return None
+
+        filename = os.path.join(libdir, '%s%s%s' % (prefix, suffix, extension))
+
+    if not os.path.exists(filename):
+        pydev_log.critical('Expected: %s to exist.', filename)
+        return None
+
+    return filename
+
+
+def _load_python_helper_lib_uncached():
+    if (not IS_CPYTHON or sys.version_info[:2] > (3, 11)
+            or hasattr(sys, 'gettotalrefcount') or LOAD_NATIVE_LIB_FLAG in ENV_FALSE_LOWER_VALUES):
+        pydev_log.info('Helper lib to set tracing to all threads not loaded.')
+        return None
+
+    try:
+        filename = get_python_helper_lib_filename()
+        if filename is None:
+            return None
+        # Load as pydll so that we don't release the gil.
+        lib = ctypes.pydll.LoadLibrary(filename)
+        pydev_log.info('Successfully Loaded helper lib to set tracing to all threads.')
+        return lib
+    except:
+        if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 1:
+            # Only show message if tracing is on (we don't have pre-compiled
+            # binaries for all architectures -- i.e.: ARM).
+            pydev_log.exception('Error loading: %s', filename)
+        return None
+
+
+def set_trace_to_threads(tracing_func, thread_idents=None, create_dummy_thread=True):
+    assert tracing_func is not None
+
+    ret = 0
+
+    # Note: use sys._current_frames() keys to get the thread ids because it'll return
+    # thread ids created in C/C++ where there's user code running, unlike the APIs
+    # from the threading module which see only threads created through it (unless
+    # a call for threading.current_thread() was previously done in that thread,
+    # in which case a dummy thread would've been created for it).
+    if thread_idents is None:
+        thread_idents = set(sys._current_frames().keys())
+
+        for t in threading.enumerate():
+            # PY-44778: ignore pydevd threads and also add any thread that wasn't found on
+            # sys._current_frames() as some existing threads may not appear in
+            # sys._current_frames() but may be available through the `threading` module.
+            if getattr(t, 'pydev_do_not_trace', False):
+                thread_idents.discard(t.ident)
+            else:
+                thread_idents.add(t.ident)
+
+    curr_ident = thread.get_ident()
+    curr_thread = threading._active.get(curr_ident)
+
+    if curr_ident in thread_idents and len(thread_idents) != 1:
+        # The current thread must be updated first (because we need to set
+        # the reference to `curr_thread`).
+        thread_idents = list(thread_idents)
+        thread_idents.remove(curr_ident)
+        thread_idents.insert(0, curr_ident)
+
+    for thread_ident in thread_idents:
+        # If that thread is not available in the threading module we also need to create a
+        # dummy thread for it (otherwise it'll be invisible to the debugger).
+        if create_dummy_thread:
+            if thread_ident not in threading._active:
+
+                class _DummyThread(threading._DummyThread):
+
+                    def _set_ident(self):
+                        # Note: Hack to set the thread ident that we want.
+                        self._ident = thread_ident
+
+                t = _DummyThread()
+                # Reset to the base class (don't expose our own version of the class).
+                t.__class__ = threading._DummyThread
+
+                if thread_ident == curr_ident:
+                    curr_thread = t
+
+                with threading._active_limbo_lock:
+                    # On Py2 it'll put in active getting the current indent, not using the
+                    # ident that was set, so, we have to update it (should be harmless on Py3
+                    # so, do it always).
+                    threading._active[thread_ident] = t
+                    threading._active[curr_ident] = curr_thread
+
+                    if t.ident != thread_ident:
+                        # Check if it actually worked.
+                        pydev_log.critical('pydevd: creation of _DummyThread with fixed thread ident did not succeed.')
+
+        # Some (ptvsd) tests failed because of this, so, leave it always disabled for now.
+        # show_debug_info = 1 if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 1 else 0
+        show_debug_info = 0
+
+        # Hack to increase _Py_TracingPossible.
+        # See comments on py_custom_pyeval_settrace.hpp
+        proceed = thread.allocate_lock()
+        proceed.acquire()
+
+        def dummy_trace(frame, event, arg):
+            return dummy_trace
+
+        def increase_tracing_count():
+            set_trace = TracingFunctionHolder._original_tracing or sys.settrace
+            set_trace(dummy_trace)
+            proceed.release()
+
+        start_new_thread = pydev_monkey.get_original_start_new_thread(thread)
+        start_new_thread(increase_tracing_count, ())
+        proceed.acquire()  # Only proceed after the release() is done.
+        proceed = None
+
+        # Note: The set_trace_func is not really used anymore in the C side.
+        set_trace_func = TracingFunctionHolder._original_tracing or sys.settrace
+
+        lib = _load_python_helper_lib()
+        if lib is None:  # This is the case if it's not CPython.
+            pydev_log.info('Unable to load helper lib to set tracing to all threads (unsupported python vm).')
+            ret = -1
+        else:
+            try:
+                result = lib.AttachDebuggerTracing(
+                    ctypes.c_int(show_debug_info),
+                    ctypes.py_object(set_trace_func),
+                    ctypes.py_object(tracing_func),
+                    ctypes.c_uint(thread_ident),
+                    ctypes.py_object(None),
+                )
+            except:
+                if DebugInfoHolder.DEBUG_TRACE_LEVEL >= 1:
+                    # There is no need to show this unless debug tracing is enabled.
+                    pydev_log.exception('Error attaching debugger tracing')
+                ret = -1
+            else:
+                if result != 0:
+                    pydev_log.info('Unable to set tracing for existing thread. Result: %s', result)
+                    ret = result
+
+    return ret
+
diff --git a/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/setup_pydevd_cython.py b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/setup_pydevd_cython.py
new file mode 100644
index 0000000..5b395dd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_vendored/pydevd/setup_pydevd_cython.py
@@ -0,0 +1,250 @@
+'''
+A simpler setup version just to compile the speedup module.
+
+It should be used as:
+
+python setup_pydevd_cython build_ext --inplace
+
+Note: the .c file and other generated files are regenerated from
+the .pyx file by running "python build_tools/build.py"
+'''
+
+import os
+import sys
+from setuptools import setup
+
+os.chdir(os.path.dirname(os.path.abspath(__file__)))
+
+IS_PY36_OR_GREATER = sys.version_info > (3, 6)
+TODO_PY311 = sys.version_info > (3, 11)
+
+
+def process_args():
+    extension_folder = None
+    target_pydevd_name = None
+    target_frame_eval = None
+    force_cython = False
+
+    for i, arg in enumerate(sys.argv[:]):
+        if arg == '--build-lib':
+            extension_folder = sys.argv[i + 1]
+            # It shouldn't be removed from sys.argv (among with --build-temp) because they're passed further to setup()
+        if arg.startswith('--target-pyd-name='):
+            sys.argv.remove(arg)
+            target_pydevd_name = arg[len('--target-pyd-name='):]
+        if arg.startswith('--target-pyd-frame-eval='):
+            sys.argv.remove(arg)
+            target_frame_eval = arg[len('--target-pyd-frame-eval='):]
+        if arg == '--force-cython':
+            sys.argv.remove(arg)
+            force_cython = True
+
+    return extension_folder, target_pydevd_name, target_frame_eval, force_cython
+
+
+def process_template_lines(template_lines):
+    # Create 2 versions of the template, one for Python 3.8 and another for Python 3.9
+    for version in ('38', '39'):
+        yield '### WARNING: GENERATED CODE, DO NOT EDIT!'
+        yield '### WARNING: GENERATED CODE, DO NOT EDIT!'
+        yield '### WARNING: GENERATED CODE, DO NOT EDIT!'
+
+        for line in template_lines:
+            if version == '38':
+                line = line.replace('get_bytecode_while_frame_eval(PyFrameObject * frame_obj, int exc)', 'get_bytecode_while_frame_eval_38(PyFrameObject * frame_obj, int exc)')
+                line = line.replace('CALL_EvalFrameDefault', 'CALL_EvalFrameDefault_38(frame_obj, exc)')
+            else:  # 3.9
+                line = line.replace('get_bytecode_while_frame_eval(PyFrameObject * frame_obj, int exc)', 'get_bytecode_while_frame_eval_39(PyThreadState* tstate, PyFrameObject * frame_obj, int exc)')
+                line = line.replace('CALL_EvalFrameDefault', 'CALL_EvalFrameDefault_39(tstate, frame_obj, exc)')
+
+            yield line
+
+        yield '### WARNING: GENERATED CODE, DO NOT EDIT!'
+        yield '### WARNING: GENERATED CODE, DO NOT EDIT!'
+        yield '### WARNING: GENERATED CODE, DO NOT EDIT!'
+        yield ''
+        yield ''
+
+
+def process_template_file(contents):
+    ret = []
+    template_lines = []
+
+    append_to = ret
+    for line in contents.splitlines(keepends=False):
+        if line.strip() == '### TEMPLATE_START':
+            append_to = template_lines
+        elif line.strip() == '### TEMPLATE_END':
+            append_to = ret
+            for line in process_template_lines(template_lines):
+                ret.append(line)
+        else:
+            append_to.append(line)
+
+    return '\n'.join(ret)
+
+
+def build_extension(dir_name, extension_name, target_pydevd_name, force_cython, extended=False, has_pxd=False, template=False):
+    pyx_file = os.path.join(os.path.dirname(__file__), dir_name, "%s.pyx" % (extension_name,))
+
+    if template:
+        pyx_template_file = os.path.join(os.path.dirname(__file__), dir_name, "%s.template.pyx" % (extension_name,))
+        with open(pyx_template_file, 'r') as stream:
+            contents = stream.read()
+
+        contents = process_template_file(contents)
+
+        with open(pyx_file, 'w') as stream:
+            stream.write(contents)
+
+    if target_pydevd_name != extension_name:
+        # It MUST be there in this case!
+        # (otherwise we'll have unresolved externals because the .c file had another name initially).
+        import shutil
+
+        # We must force cython in this case (but only in this case -- for the regular setup in the user machine, we
+        # should always compile the .c file).
+        force_cython = True
+
+        new_pyx_file = os.path.join(os.path.dirname(__file__), dir_name, "%s.pyx" % (target_pydevd_name,))
+        new_c_file = os.path.join(os.path.dirname(__file__), dir_name, "%s.c" % (target_pydevd_name,))
+        shutil.copy(pyx_file, new_pyx_file)
+        pyx_file = new_pyx_file
+        if has_pxd:
+            pxd_file = os.path.join(os.path.dirname(__file__), dir_name, "%s.pxd" % (extension_name,))
+            new_pxd_file = os.path.join(os.path.dirname(__file__), dir_name, "%s.pxd" % (target_pydevd_name,))
+            shutil.copy(pxd_file, new_pxd_file)
+        assert os.path.exists(pyx_file)
+
+    try:
+        c_files = [os.path.join(dir_name, "%s.c" % target_pydevd_name), ]
+        if force_cython:
+            for c_file in c_files:
+                try:
+                    os.remove(c_file)
+                except:
+                    pass
+            from Cython.Build import cythonize  # @UnusedImport
+            # Generate the .c files in cythonize (will not compile at this point).
+
+            target = "%s/%s.pyx" % (dir_name, target_pydevd_name,)
+            cythonize([target])
+
+            # Workarounds needed in CPython 3.8 and 3.9 to access PyInterpreterState.eval_frame.
+            for c_file in c_files:
+                with open(c_file, 'r') as stream:
+                    c_file_contents = stream.read()
+
+                if '#include "internal/pycore_gc.h"' not in c_file_contents:
+                    c_file_contents = c_file_contents.replace('#include "Python.h"', '''#include "Python.h"
+#if PY_VERSION_HEX >= 0x03090000
+#include "internal/pycore_gc.h"
+#include "internal/pycore_interp.h"
+#endif
+''')
+
+                if '#include "internal/pycore_pystate.h"' not in c_file_contents:
+                    c_file_contents = c_file_contents.replace('#include "pystate.h"', '''#include "pystate.h"
+#if PY_VERSION_HEX >= 0x03080000
+#include "internal/pycore_pystate.h"
+#endif
+''')
+
+                # We want the same output on Windows and Linux.
+                c_file_contents = c_file_contents.replace('\r\n', '\n').replace('\r', '\n')
+                c_file_contents = c_file_contents.replace(r'_pydevd_frame_eval\\release_mem.h', '_pydevd_frame_eval/release_mem.h')
+                c_file_contents = c_file_contents.replace(r'_pydevd_frame_eval\\pydevd_frame_evaluator.pyx', '_pydevd_frame_eval/pydevd_frame_evaluator.pyx')
+                c_file_contents = c_file_contents.replace(r'_pydevd_bundle\\pydevd_cython.pxd', '_pydevd_bundle/pydevd_cython.pxd')
+                c_file_contents = c_file_contents.replace(r'_pydevd_bundle\\pydevd_cython.pyx', '_pydevd_bundle/pydevd_cython.pyx')
+
+                with open(c_file, 'w') as stream:
+                    stream.write(c_file_contents)
+
+        # Always compile the .c (and not the .pyx) file (which we should keep up-to-date by running build_tools/build.py).
+        from distutils.extension import Extension
+        extra_compile_args = []
+        extra_link_args = []
+
+        if 'linux' in sys.platform:
+            # Enabling -flto brings executable from 4MB to 0.56MB and -Os to 0.41MB
+            # Profiling shows an execution around 3-5% slower with -Os vs -O3,
+            # so, kept only -flto.
+            extra_compile_args = ["-flto", "-O3"]
+            extra_link_args = extra_compile_args[:]
+
+            # Note: also experimented with profile-guided optimization. The executable
+            # size became a bit smaller (from 0.56MB to 0.5MB) but this would add an
+            # extra step to run the debugger to obtain the optimizations
+            # so, skipped it for now (note: the actual benchmarks time was in the
+            # margin of a 0-1% improvement, which is probably not worth it for
+            # speed increments).
+            # extra_compile_args = ["-flto", "-fprofile-generate"]
+            # ... Run benchmarks ...
+            # extra_compile_args = ["-flto", "-fprofile-use", "-fprofile-correction"]
+        elif 'win32' in sys.platform:
+            pass
+            # uncomment to generate pdbs for visual studio.
+            # extra_compile_args=["-Zi", "/Od"]
+            # extra_link_args=["-debug"]
+
+        kwargs = {}
+        if extra_link_args:
+            kwargs['extra_link_args'] = extra_link_args
+        if extra_compile_args:
+            kwargs['extra_compile_args'] = extra_compile_args
+
+        ext_modules = [
+            Extension(
+                "%s%s.%s" % (dir_name, "_ext" if extended else "", target_pydevd_name,),
+                c_files,
+                **kwargs
+            )]
+
+        # This is needed in CPython 3.8 to be able to include internal/pycore_pystate.h
+        # (needed to set PyInterpreterState.eval_frame).
+        for module in ext_modules:
+            module.define_macros = [('Py_BUILD_CORE_MODULE', '1')]
+        setup(
+            name='Cythonize',
+            ext_modules=ext_modules
+        )
+    finally:
+        if target_pydevd_name != extension_name:
+            try:
+                os.remove(new_pyx_file)
+            except:
+                import traceback
+                traceback.print_exc()
+            try:
+                os.remove(new_c_file)
+            except:
+                import traceback
+                traceback.print_exc()
+            if has_pxd:
+                try:
+                    os.remove(new_pxd_file)
+                except:
+                    import traceback
+                    traceback.print_exc()
+
+
+extension_folder, target_pydevd_name, target_frame_eval, force_cython = process_args()
+
+extension_name = "pydevd_cython"
+if target_pydevd_name is None:
+    target_pydevd_name = extension_name
+build_extension("_pydevd_bundle", extension_name, target_pydevd_name, force_cython, extension_folder, True)
+
+if IS_PY36_OR_GREATER and not TODO_PY311:
+    extension_name = "pydevd_frame_evaluator"
+    if target_frame_eval is None:
+        target_frame_eval = extension_name
+    build_extension("_pydevd_frame_eval", extension_name, target_frame_eval, force_cython, extension_folder, True, template=True)
+
+if extension_folder:
+    os.chdir(extension_folder)
+    for folder in [file for file in os.listdir(extension_folder) if
+                   file != 'build' and os.path.isdir(os.path.join(extension_folder, file))]:
+        file = os.path.join(folder, "__init__.py")
+        if not os.path.exists(file):
+            open(file, 'a').close()
diff --git a/venv/lib/python3.8/site-packages/debugpy/_version.py b/venv/lib/python3.8/site-packages/debugpy/_version.py
new file mode 100644
index 0000000..4fb2fa4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/_version.py
@@ -0,0 +1,21 @@
+
+# This file was generated by 'versioneer.py' (0.18) from
+# revision-control system data, or from the parent directory name of an
+# unpacked source archive. Distribution tarballs contain a pre-generated copy
+# of this file.
+
+import json
+
+version_json = '''
+{
+ "date": "2022-08-15T14:32:56-0700",
+ "dirty": false,
+ "error": null,
+ "full-revisionid": "8b5eeee7e0b1678e701b07d94e6c3cf07b923597",
+ "version": "1.6.3"
+}
+'''  # END VERSION_JSON
+
+
+def get_versions():
+    return json.loads(version_json)
diff --git a/venv/lib/python3.8/site-packages/debugpy/adapter/__init__.py b/venv/lib/python3.8/site-packages/debugpy/adapter/__init__.py
new file mode 100644
index 0000000..fa55b25
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/adapter/__init__.py
@@ -0,0 +1,14 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+from __future__ import annotations
+import typing
+
+if typing.TYPE_CHECKING:
+    __all__: list[str]
+
+__all__ = []
+
+access_token = None
+"""Access token used to authenticate with this adapter."""
diff --git a/venv/lib/python3.8/site-packages/debugpy/adapter/__main__.py b/venv/lib/python3.8/site-packages/debugpy/adapter/__main__.py
new file mode 100644
index 0000000..54d80cb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/adapter/__main__.py
@@ -0,0 +1,224 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import argparse
+import atexit
+import codecs
+import locale
+import os
+import sys
+
+# WARNING: debugpy and submodules must not be imported on top level in this module,
+# and should be imported locally inside main() instead.
+
+
+def main(args):
+    # If we're talking DAP over stdio, stderr is not guaranteed to be read from,
+    # so disable it to avoid the pipe filling and locking up. This must be done
+    # as early as possible, before the logging module starts writing to it.
+    if args.port is None:
+        sys.stderr = stderr = open(os.devnull, "w")
+        atexit.register(stderr.close)
+
+    from debugpy import adapter
+    from debugpy.common import json, log, sockets
+    from debugpy.adapter import clients, servers, sessions
+
+    if args.for_server is not None:
+        if os.name == "posix":
+            # On POSIX, we need to leave the process group and its session, and then
+            # daemonize properly by double-forking (first fork already happened when
+            # this process was spawned).
+            os.setsid()
+            if os.fork() != 0:
+                sys.exit(0)
+
+        for stdio in sys.stdin, sys.stdout, sys.stderr:
+            if stdio is not None:
+                stdio.close()
+
+    if args.log_stderr:
+        log.stderr.levels |= set(log.LEVELS)
+    if args.log_dir is not None:
+        log.log_dir = args.log_dir
+
+    log.to_file(prefix="debugpy.adapter")
+    log.describe_environment("debugpy.adapter startup environment:")
+
+    servers.access_token = args.server_access_token
+    if args.for_server is None:
+        adapter.access_token = codecs.encode(os.urandom(32), "hex").decode("ascii")
+
+    endpoints = {}
+    try:
+        client_host, client_port = clients.serve(args.host, args.port)
+    except Exception as exc:
+        if args.for_server is None:
+            raise
+        endpoints = {"error": "Can't listen for client connections: " + str(exc)}
+    else:
+        endpoints["client"] = {"host": client_host, "port": client_port}
+
+    if args.for_server is not None:
+        try:
+            server_host, server_port = servers.serve()
+        except Exception as exc:
+            endpoints = {"error": "Can't listen for server connections: " + str(exc)}
+        else:
+            endpoints["server"] = {"host": server_host, "port": server_port}
+
+        log.info(
+            "Sending endpoints info to debug server at localhost:{0}:\n{1}",
+            args.for_server,
+            json.repr(endpoints),
+        )
+
+        try:
+            sock = sockets.create_client()
+            try:
+                sock.settimeout(None)
+                sock.connect(("127.0.0.1", args.for_server))
+                sock_io = sock.makefile("wb", 0)
+                try:
+                    sock_io.write(json.dumps(endpoints).encode("utf-8"))
+                finally:
+                    sock_io.close()
+            finally:
+                sockets.close_socket(sock)
+        except Exception:
+            log.reraise_exception("Error sending endpoints info to debug server:")
+
+        if "error" in endpoints:
+            log.error("Couldn't set up endpoints; exiting.")
+            sys.exit(1)
+
+    listener_file = os.getenv("DEBUGPY_ADAPTER_ENDPOINTS")
+    if listener_file is not None:
+        log.info(
+            "Writing endpoints info to {0!r}:\n{1}", listener_file, json.repr(endpoints)
+        )
+
+        def delete_listener_file():
+            log.info("Listener ports closed; deleting {0!r}", listener_file)
+            try:
+                os.remove(listener_file)
+            except Exception:
+                log.swallow_exception(
+                    "Failed to delete {0!r}", listener_file, level="warning"
+                )
+
+        try:
+            with open(listener_file, "w") as f:
+                atexit.register(delete_listener_file)
+                print(json.dumps(endpoints), file=f)
+        except Exception:
+            log.reraise_exception("Error writing endpoints info to file:")
+
+    if args.port is None:
+        clients.Client("stdio")
+
+    # These must be registered after the one above, to ensure that the listener sockets
+    # are closed before the endpoint info file is deleted - this way, another process
+    # can wait for the file to go away as a signal that the ports are no longer in use.
+    atexit.register(servers.stop_serving)
+    atexit.register(clients.stop_serving)
+
+    servers.wait_until_disconnected()
+    log.info("All debug servers disconnected; waiting for remaining sessions...")
+
+    sessions.wait_until_ended()
+    log.info("All debug sessions have ended; exiting.")
+
+
+def _parse_argv(argv):
+    parser = argparse.ArgumentParser()
+
+    parser.add_argument(
+        "--for-server", type=int, metavar="PORT", help=argparse.SUPPRESS
+    )
+
+    parser.add_argument(
+        "--port",
+        type=int,
+        default=None,
+        metavar="PORT",
+        help="start the adapter in debugServer mode on the specified port",
+    )
+
+    parser.add_argument(
+        "--host",
+        type=str,
+        default="127.0.0.1",
+        metavar="HOST",
+        help="start the adapter in debugServer mode on the specified host",
+    )
+
+    parser.add_argument(
+        "--access-token", type=str, help="access token expected from the server"
+    )
+
+    parser.add_argument(
+        "--server-access-token", type=str, help="access token expected by the server"
+    )
+
+    parser.add_argument(
+        "--log-dir",
+        type=str,
+        metavar="DIR",
+        help="enable logging and use DIR to save adapter logs",
+    )
+
+    parser.add_argument(
+        "--log-stderr", action="store_true", help="enable logging to stderr"
+    )
+
+    args = parser.parse_args(argv[1:])
+
+    if args.port is None:
+        if args.log_stderr:
+            parser.error("--log-stderr requires --port")
+        if args.for_server is not None:
+            parser.error("--for-server requires --port")
+
+    return args
+
+
+if __name__ == "__main__":
+    # debugpy can also be invoked directly rather than via -m. In this case, the first
+    # entry on sys.path is the one added automatically by Python for the directory
+    # containing this file. This means that import debugpy will not work, since we need
+    # the parent directory of debugpy/ to be in sys.path, rather than debugpy/adapter/.
+    #
+    # The other issue is that many other absolute imports will break, because they
+    # will be resolved relative to debugpy/adapter/ - e.g. `import state` will then try
+    # to import debugpy/adapter/state.py.
+    #
+    # To fix both, we need to replace the automatically added entry such that it points
+    # at parent directory of debugpy/ instead of debugpy/adapter, import debugpy with that
+    # in sys.path, and then remove the first entry entry altogether, so that it doesn't
+    # affect any further imports we might do. For example, suppose the user did:
+    #
+    #   python /foo/bar/debugpy/adapter ...
+    #
+    # At the beginning of this script, sys.path will contain "/foo/bar/debugpy/adapter"
+    # as the first entry. What we want is to replace it with "/foo/bar', then import
+    # debugpy with that in effect, and then remove the replaced entry before any more
+    # code runs. The imported debugpy module will remain in sys.modules, and thus all
+    # future imports of it or its submodules will resolve accordingly.
+    if "debugpy" not in sys.modules:
+        # Do not use dirname() to walk up - this can be a relative path, e.g. ".".
+        sys.path[0] = sys.path[0] + "/../../"
+        __import__("debugpy")
+        del sys.path[0]
+
+    # Apply OS-global and user-specific locale settings.
+    try:
+        locale.setlocale(locale.LC_ALL, "")
+    except Exception:
+        # On POSIX, locale is set via environment variables, and this can fail if
+        # those variables reference a non-existing locale. Ignore and continue using
+        # the default "C" locale if so.
+        pass
+
+    main(_parse_argv(sys.argv))
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diff --git a/venv/lib/python3.8/site-packages/debugpy/adapter/clients.py b/venv/lib/python3.8/site-packages/debugpy/adapter/clients.py
new file mode 100644
index 0000000..82985e6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/adapter/clients.py
@@ -0,0 +1,703 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+from __future__ import annotations
+
+import atexit
+import os
+import sys
+
+import debugpy
+from debugpy import adapter, common, launcher
+from debugpy.common import json, log, messaging, sockets
+from debugpy.adapter import components, servers, sessions
+
+
+class Client(components.Component):
+    """Handles the client side of a debug session."""
+
+    message_handler = components.Component.message_handler
+
+    known_subprocesses: set[servers.Connection]
+    """Server connections to subprocesses that this client has been made aware of.
+    """
+
+    class Capabilities(components.Capabilities):
+        PROPERTIES = {
+            "supportsVariableType": False,
+            "supportsVariablePaging": False,
+            "supportsRunInTerminalRequest": False,
+            "supportsMemoryReferences": False,
+            "supportsArgsCanBeInterpretedByShell": False,
+        }
+
+    class Expectations(components.Capabilities):
+        PROPERTIES = {
+            "locale": "en-US",
+            "linesStartAt1": True,
+            "columnsStartAt1": True,
+            "pathFormat": json.enum("path", optional=True),  # we don't support "uri"
+        }
+
+    def __init__(self, sock):
+        if sock == "stdio":
+            log.info("Connecting to client over stdio...", self)
+            stream = messaging.JsonIOStream.from_stdio()
+            # Make sure that nothing else tries to interfere with the stdio streams
+            # that are going to be used for DAP communication from now on.
+            sys.stdin = stdin = open(os.devnull, "r")
+            atexit.register(stdin.close)
+            sys.stdout = stdout = open(os.devnull, "w")
+            atexit.register(stdout.close)
+        else:
+            stream = messaging.JsonIOStream.from_socket(sock)
+
+        with sessions.Session() as session:
+            super().__init__(session, stream)
+
+            self.client_id = None
+            """ID of the connecting client. This can be 'test' while running tests."""
+
+            self.has_started = False
+            """Whether the "launch" or "attach" request was received from the client, and
+            fully handled.
+            """
+
+            self.start_request = None
+            """The "launch" or "attach" request as received from the client.
+            """
+
+            self._initialize_request = None
+            """The "initialize" request as received from the client, to propagate to the
+            server later."""
+
+            self._deferred_events = []
+            """Deferred events from the launcher and the server that must be propagated
+            only if and when the "launch" or "attach" response is sent.
+            """
+
+            self.known_subprocesses = set()
+
+            session.client = self
+            session.register()
+
+        # For the transition period, send the telemetry events with both old and new
+        # name. The old one should be removed once the new one lights up.
+        self.channel.send_event(
+            "output",
+            {
+                "category": "telemetry",
+                "output": "ptvsd",
+                "data": {"packageVersion": debugpy.__version__},
+            },
+        )
+        self.channel.send_event(
+            "output",
+            {
+                "category": "telemetry",
+                "output": "debugpy",
+                "data": {"packageVersion": debugpy.__version__},
+            },
+        )
+
+    def propagate_after_start(self, event):
+        # pydevd starts sending events as soon as we connect, but the client doesn't
+        # expect to see any until it receives the response to "launch" or "attach"
+        # request. If client is not ready yet, save the event instead of propagating
+        # it immediately.
+        if self._deferred_events is not None:
+            self._deferred_events.append(event)
+            log.debug("Propagation deferred.")
+        else:
+            self.client.channel.propagate(event)
+
+    def _propagate_deferred_events(self):
+        log.debug("Propagating deferred events to {0}...", self.client)
+        for event in self._deferred_events:
+            log.debug("Propagating deferred {0}", event.describe())
+            self.client.channel.propagate(event)
+        log.info("All deferred events propagated to {0}.", self.client)
+        self._deferred_events = None
+
+    # Generic event handler. There are no specific handlers for client events, because
+    # there are no events from the client in DAP - but we propagate them if we can, in
+    # case some events appear in future protocol versions.
+    @message_handler
+    def event(self, event):
+        if self.server:
+            self.server.channel.propagate(event)
+
+    # Generic request handler, used if there's no specific handler below.
+    @message_handler
+    def request(self, request):
+        return self.server.channel.delegate(request)
+
+    @message_handler
+    def initialize_request(self, request):
+        if self._initialize_request is not None:
+            raise request.isnt_valid("Session is already initialized")
+
+        self.client_id = request("clientID", "")
+        self.capabilities = self.Capabilities(self, request)
+        self.expectations = self.Expectations(self, request)
+        self._initialize_request = request
+
+        exception_breakpoint_filters = [
+            {
+                "filter": "raised",
+                "label": "Raised Exceptions",
+                "default": False,
+                "description": "Break whenever any exception is raised.",
+            },
+            {
+                "filter": "uncaught",
+                "label": "Uncaught Exceptions",
+                "default": True,
+                "description": "Break when the process is exiting due to unhandled exception.",
+            },
+            {
+                "filter": "userUnhandled",
+                "label": "User Uncaught Exceptions",
+                "default": False,
+                "description": "Break when exception escapes into library code.",
+            },
+        ]
+
+        return {
+            "supportsCompletionsRequest": True,
+            "supportsConditionalBreakpoints": True,
+            "supportsConfigurationDoneRequest": True,
+            "supportsDebuggerProperties": True,
+            "supportsDelayedStackTraceLoading": True,
+            "supportsEvaluateForHovers": True,
+            "supportsExceptionInfoRequest": True,
+            "supportsExceptionOptions": True,
+            "supportsFunctionBreakpoints": True,
+            "supportsHitConditionalBreakpoints": True,
+            "supportsLogPoints": True,
+            "supportsModulesRequest": True,
+            "supportsSetExpression": True,
+            "supportsSetVariable": True,
+            "supportsValueFormattingOptions": True,
+            "supportsTerminateDebuggee": True,
+            "supportsGotoTargetsRequest": True,
+            "supportsClipboardContext": True,
+            "exceptionBreakpointFilters": exception_breakpoint_filters,
+            "supportsStepInTargetsRequest": True,
+        }
+
+    # Common code for "launch" and "attach" request handlers.
+    #
+    # See https://github.com/microsoft/vscode/issues/4902#issuecomment-368583522
+    # for the sequence of request and events necessary to orchestrate the start.
+    def _start_message_handler(f):
+        @components.Component.message_handler
+        def handle(self, request):
+            assert request.is_request("launch", "attach")
+            if self._initialize_request is None:
+                raise request.isnt_valid("Session is not initialized yet")
+            if self.launcher or self.server:
+                raise request.isnt_valid("Session is already started")
+
+            self.session.no_debug = request("noDebug", json.default(False))
+            if self.session.no_debug:
+                servers.dont_wait_for_first_connection()
+
+            self.session.debug_options = debug_options = set(
+                request("debugOptions", json.array(str))
+            )
+
+            f(self, request)
+            if request.response is not None:
+                return
+
+            if self.server:
+                self.server.initialize(self._initialize_request)
+                self._initialize_request = None
+
+                arguments = request.arguments
+                if self.launcher:
+                    redirecting = arguments.get("console") == "internalConsole"
+                    if "RedirectOutput" in debug_options:
+                        # The launcher is doing output redirection, so we don't need the
+                        # server to do it, as well.
+                        arguments = dict(arguments)
+                        arguments["debugOptions"] = list(
+                            debug_options - {"RedirectOutput"}
+                        )
+                        redirecting = True
+
+                    if arguments.get("redirectOutput"):
+                        arguments = dict(arguments)
+                        del arguments["redirectOutput"]
+                        redirecting = True
+
+                    arguments["isOutputRedirected"] = redirecting
+
+                # pydevd doesn't send "initialized", and responds to the start request
+                # immediately, without waiting for "configurationDone". If it changes
+                # to conform to the DAP spec, we'll need to defer waiting for response.
+                try:
+                    self.server.channel.request(request.command, arguments)
+                except messaging.NoMoreMessages:
+                    # Server closed connection before we could receive the response to
+                    # "attach" or "launch" - this can happen when debuggee exits shortly
+                    # after starting. It's not an error, but we can't do anything useful
+                    # here at this point, either, so just bail out.
+                    request.respond({})
+                    self.session.finalize(
+                        "{0} disconnected before responding to {1}".format(
+                            self.server,
+                            json.repr(request.command),
+                        )
+                    )
+                    return
+                except messaging.MessageHandlingError as exc:
+                    exc.propagate(request)
+
+            if self.session.no_debug:
+                self.start_request = request
+                self.has_started = True
+                request.respond({})
+                self._propagate_deferred_events()
+                return
+
+            if "clientOS" in request:
+                client_os = request("clientOS", json.enum("windows", "unix")).upper()
+            elif {"WindowsClient", "Windows"} & debug_options:
+                client_os = "WINDOWS"
+            elif {"UnixClient", "UNIX"} & debug_options:
+                client_os = "UNIX"
+            else:
+                client_os = "WINDOWS" if sys.platform == "win32" else "UNIX"
+            self.server.channel.request(
+                "setDebuggerProperty",
+                {
+                    "skipSuspendOnBreakpointException": ("BaseException",),
+                    "skipPrintBreakpointException": ("NameError",),
+                    "multiThreadsSingleNotification": True,
+                    "ideOS": client_os,
+                },
+            )
+
+            # Let the client know that it can begin configuring the adapter.
+            self.channel.send_event("initialized")
+
+            self.start_request = request
+            return messaging.NO_RESPONSE  # will respond on "configurationDone"
+
+        return handle
+
+    @_start_message_handler
+    def launch_request(self, request):
+        from debugpy.adapter import launchers
+
+        if self.session.id != 1 or len(servers.connections()):
+            raise request.cant_handle('"attach" expected')
+
+        debug_options = set(request("debugOptions", json.array(str)))
+
+        # Handling of properties that can also be specified as legacy "debugOptions" flags.
+        # If property is explicitly set to false, but the flag is in "debugOptions", treat
+        # it as an error. Returns None if the property wasn't explicitly set either way.
+        def property_or_debug_option(prop_name, flag_name):
+            assert prop_name[0].islower() and flag_name[0].isupper()
+
+            value = request(prop_name, bool, optional=True)
+            if value == ():
+                value = None
+
+            if flag_name in debug_options:
+                if value is False:
+                    raise request.isnt_valid(
+                        '{0}:false and "debugOptions":[{1}] are mutually exclusive',
+                        json.repr(prop_name),
+                        json.repr(flag_name),
+                    )
+                value = True
+
+            return value
+
+        # "pythonPath" is a deprecated legacy spelling. If "python" is missing, then try
+        # the alternative. But if both are missing, the error message should say "python".
+        python_key = "python"
+        if python_key in request:
+            if "pythonPath" in request:
+                raise request.isnt_valid(
+                    '"pythonPath" is not valid if "python" is specified'
+                )
+        elif "pythonPath" in request:
+            python_key = "pythonPath"
+        python = request(python_key, json.array(str, vectorize=True, size=(0,)))
+        if not len(python):
+            python = [sys.executable]
+
+        python += request("pythonArgs", json.array(str, size=(0,)))
+        request.arguments["pythonArgs"] = python[1:]
+        request.arguments["python"] = python
+
+        launcher_python = request("debugLauncherPython", str, optional=True)
+        if launcher_python == ():
+            launcher_python = python[0]
+
+        program = module = code = ()
+        if "program" in request:
+            program = request("program", str)
+            args = [program]
+            request.arguments["processName"] = program
+        if "module" in request:
+            module = request("module", str)
+            args = ["-m", module]
+            request.arguments["processName"] = module
+        if "code" in request:
+            code = request("code", json.array(str, vectorize=True, size=(1,)))
+            args = ["-c", "\n".join(code)]
+            request.arguments["processName"] = "-c"
+
+        num_targets = len([x for x in (program, module, code) if x != ()])
+        if num_targets == 0:
+            raise request.isnt_valid(
+                'either "program", "module", or "code" must be specified'
+            )
+        elif num_targets != 1:
+            raise request.isnt_valid(
+                '"program", "module", and "code" are mutually exclusive'
+            )
+
+        console = request(
+            "console",
+            json.enum(
+                "internalConsole",
+                "integratedTerminal",
+                "externalTerminal",
+                optional=True,
+            ),
+        )
+        console_title = request("consoleTitle", json.default("Python Debug Console"))
+
+        # Propagate "args" via CLI so that shell expansion can be applied if requested.
+        target_args = request("args", json.array(str, vectorize=True))
+        args += target_args
+
+        # If "args" was a single string rather than an array, shell expansion must be applied.
+        shell_expand_args = len(target_args) > 0 and isinstance(
+            request.arguments["args"], str
+        )
+        if shell_expand_args:
+            if not self.capabilities["supportsArgsCanBeInterpretedByShell"]:
+                raise request.isnt_valid(
+                    'Shell expansion in "args" is not supported by the client'
+                )
+            if console == "internalConsole":
+                raise request.isnt_valid(
+                    'Shell expansion in "args" is not available for "console":"internalConsole"'
+                )
+
+        cwd = request("cwd", str, optional=True)
+        if cwd == ():
+            # If it's not specified, but we're launching a file rather than a module,
+            # and the specified path has a directory in it, use that.
+            cwd = None if program == () else (os.path.dirname(program) or None)
+
+        sudo = bool(property_or_debug_option("sudo", "Sudo"))
+        if sudo and sys.platform == "win32":
+            raise request.cant_handle('"sudo":true is not supported on Windows.')
+
+        launcher_path = request("debugLauncherPath", os.path.dirname(launcher.__file__))
+        adapter_host = request("debugAdapterHost", "127.0.0.1")
+
+        try:
+            servers.serve(adapter_host)
+        except Exception as exc:
+            raise request.cant_handle(
+                "{0} couldn't create listener socket for servers: {1}",
+                self.session,
+                exc,
+            )
+
+        launchers.spawn_debuggee(
+            self.session,
+            request,
+            [launcher_python],
+            launcher_path,
+            adapter_host,
+            args,
+            shell_expand_args,
+            cwd,
+            console,
+            console_title,
+            sudo,
+        )
+
+    @_start_message_handler
+    def attach_request(self, request):
+        if self.session.no_debug:
+            raise request.isnt_valid('"noDebug" is not supported for "attach"')
+
+        host = request("host", str, optional=True)
+        port = request("port", int, optional=True)
+        listen = request("listen", dict, optional=True)
+        connect = request("connect", dict, optional=True)
+        pid = request("processId", (int, str), optional=True)
+        sub_pid = request("subProcessId", int, optional=True)
+
+        if host != () or port != ():
+            if listen != ():
+                raise request.isnt_valid(
+                    '"listen" and "host"/"port" are mutually exclusive'
+                )
+            if connect != ():
+                raise request.isnt_valid(
+                    '"connect" and "host"/"port" are mutually exclusive'
+                )
+        if listen != ():
+            if connect != ():
+                raise request.isnt_valid(
+                    '"listen" and "connect" are mutually exclusive'
+                )
+            if pid != ():
+                raise request.isnt_valid(
+                    '"listen" and "processId" are mutually exclusive'
+                )
+            if sub_pid != ():
+                raise request.isnt_valid(
+                    '"listen" and "subProcessId" are mutually exclusive'
+                )
+        if pid != () and sub_pid != ():
+            raise request.isnt_valid(
+                '"processId" and "subProcessId" are mutually exclusive'
+            )
+
+        if listen != ():
+            if servers.is_serving():
+                raise request.isnt_valid('Multiple concurrent "listen" sessions are not supported')
+            host = listen("host", "127.0.0.1")
+            port = listen("port", int)
+            adapter.access_token = None
+            host, port = servers.serve(host, port)
+        else:
+            if not servers.is_serving():
+                servers.serve()
+            host, port = servers.listener.getsockname()
+
+        # There are four distinct possibilities here.
+        #
+        # If "processId" is specified, this is attach-by-PID. We need to inject the
+        # debug server into the designated process, and then wait until it connects
+        # back to us. Since the injected server can crash, there must be a timeout.
+        #
+        # If "subProcessId" is specified, this is attach to a known subprocess, likely
+        # in response to a "debugpyAttach" event. If so, the debug server should be
+        # connected already, and thus the wait timeout is zero.
+        #
+        # If "listen" is specified, this is attach-by-socket with the server expected
+        # to connect to the adapter via debugpy.connect(). There is no PID known in
+        # advance, so just wait until the first server connection indefinitely, with
+        # no timeout.
+        #
+        # If "connect" is specified, this is attach-by-socket in which the server has
+        # spawned the adapter via debugpy.listen(). There is no PID known to the client
+        # in advance, but the server connection should be either be there already, or
+        # the server should be connecting shortly, so there must be a timeout.
+        #
+        # In the last two cases, if there's more than one server connection already,
+        # this is a multiprocess re-attach. The client doesn't know the PID, so we just
+        # connect it to the oldest server connection that we have - in most cases, it
+        # will be the one for the root debuggee process, but if it has exited already,
+        # it will be some subprocess.
+        if pid != ():
+            if not isinstance(pid, int):
+                try:
+                    pid = int(pid)
+                except Exception:
+                    raise request.isnt_valid('"processId" must be parseable as int')
+            debugpy_args = request("debugpyArgs", json.array(str))
+            servers.inject(pid, debugpy_args)
+            timeout = common.PROCESS_SPAWN_TIMEOUT
+            pred = lambda conn: conn.pid == pid
+        else:
+            if sub_pid == ():
+                pred = lambda conn: True
+                timeout = common.PROCESS_SPAWN_TIMEOUT if listen == () else None
+            else:
+                pred = lambda conn: conn.pid == sub_pid
+                timeout = 0
+
+        self.channel.send_event("debugpyWaitingForServer", {"host": host, "port": port})
+        conn = servers.wait_for_connection(self.session, pred, timeout)
+        if conn is None:
+            if sub_pid != ():
+                # If we can't find a matching subprocess, it's not always an error -
+                # it might have already exited, or didn't even get a chance to connect.
+                # To prevent the client from complaining, pretend that the "attach"
+                # request was successful, but that the session terminated immediately.
+                request.respond({})
+                self.session.finalize(
+                    'No known subprocess with "subProcessId":{0}'.format(sub_pid)
+                )
+                return
+
+            raise request.cant_handle(
+                (
+                    "Timed out waiting for debug server to connect."
+                    if timeout
+                    else "There is no debug server connected to this adapter."
+                ),
+                sub_pid,
+            )
+
+        try:
+            conn.attach_to_session(self.session)
+        except ValueError:
+            request.cant_handle("{0} is already being debugged.", conn)
+
+    @message_handler
+    def configurationDone_request(self, request):
+        if self.start_request is None or self.has_started:
+            request.cant_handle(
+                '"configurationDone" is only allowed during handling of a "launch" '
+                'or an "attach" request'
+            )
+
+        try:
+            self.has_started = True
+            try:
+                result = self.server.channel.delegate(request)
+            except messaging.NoMoreMessages:
+                # Server closed connection before we could receive the response to
+                # "configurationDone" - this can happen when debuggee exits shortly
+                # after starting. It's not an error, but we can't do anything useful
+                # here at this point, either, so just bail out.
+                request.respond({})
+                self.start_request.respond({})
+                self.session.finalize(
+                    "{0} disconnected before responding to {1}".format(
+                        self.server,
+                        json.repr(request.command),
+                    )
+                )
+                return
+            else:
+                request.respond(result)
+        except messaging.MessageHandlingError as exc:
+            self.start_request.cant_handle(str(exc))
+        finally:
+            if self.start_request.response is None:
+                self.start_request.respond({})
+                self._propagate_deferred_events()
+
+        # Notify the client of any child processes of the debuggee that aren't already
+        # being debugged.
+        for conn in servers.connections():
+            if conn.server is None and conn.ppid == self.session.pid:
+                self.notify_of_subprocess(conn)
+
+    @message_handler
+    def evaluate_request(self, request):
+        propagated_request = self.server.channel.propagate(request)
+
+        def handle_response(response):
+            request.respond(response.body)
+
+        propagated_request.on_response(handle_response)
+
+        return messaging.NO_RESPONSE
+
+    @message_handler
+    def pause_request(self, request):
+        request.arguments["threadId"] = "*"
+        return self.server.channel.delegate(request)
+
+    @message_handler
+    def continue_request(self, request):
+        request.arguments["threadId"] = "*"
+
+        try:
+            return self.server.channel.delegate(request)
+        except messaging.NoMoreMessages:
+            # pydevd can sometimes allow the debuggee to exit before the queued
+            # "continue" response gets sent. Thus, a failed "continue" response
+            # indicating that the server disconnected should be treated as success.
+            return {"allThreadsContinued": True}
+
+    @message_handler
+    def debugpySystemInfo_request(self, request):
+        result = {"debugpy": {"version": debugpy.__version__}}
+        if self.server:
+            try:
+                pydevd_info = self.server.channel.request("pydevdSystemInfo")
+            except Exception:
+                # If the server has already disconnected, or couldn't handle it,
+                # report what we've got.
+                pass
+            else:
+                result.update(pydevd_info)
+        return result
+
+    @message_handler
+    def terminate_request(self, request):
+        self.session.finalize('client requested "terminate"', terminate_debuggee=True)
+        return {}
+
+    @message_handler
+    def disconnect_request(self, request):
+        terminate_debuggee = request("terminateDebuggee", bool, optional=True)
+        if terminate_debuggee == ():
+            terminate_debuggee = None
+        self.session.finalize('client requested "disconnect"', terminate_debuggee)
+        return {}
+
+    def notify_of_subprocess(self, conn):
+        log.info("{1} is a subprocess of {0}.", self, conn)
+        with self.session:
+            if self.start_request is None or conn in self.known_subprocesses:
+                return
+            if "processId" in self.start_request.arguments:
+                log.warning(
+                    "Not reporting subprocess for {0}, because the parent process "
+                    'was attached to using "processId" rather than "port".',
+                    self.session,
+                )
+                return
+
+            log.info("Notifying {0} about {1}.", self, conn)
+            body = dict(self.start_request.arguments)
+            self.known_subprocesses.add(conn)
+            self.session.notify_changed()
+
+        for key in "processId", "listen", "preLaunchTask", "postDebugTask":
+            body.pop(key, None)
+
+        body["name"] = "Subprocess {0}".format(conn.pid)
+        body["request"] = "attach"
+        body["subProcessId"] = conn.pid
+
+        for key in "args", "processName", "pythonArgs":
+            body.pop(key, None)
+
+        host = body.pop("host", None)
+        port = body.pop("port", None)
+        if "connect" not in body:
+            body["connect"] = {}
+        if "host" not in body["connect"]:
+            body["connect"]["host"] = host if host is not None else "127.0.0.1"
+        if "port" not in body["connect"]:
+            if port is None:
+                _, port = listener.getsockname()
+            body["connect"]["port"] = port
+
+        self.channel.send_event("debugpyAttach", body)
+
+
+def serve(host, port):
+    global listener
+    listener = sockets.serve("Client", Client, host, port)
+    return listener.getsockname()
+
+
+def stop_serving():
+    try:
+        listener.close()
+    except Exception:
+        log.swallow_exception(level="warning")
diff --git a/venv/lib/python3.8/site-packages/debugpy/adapter/components.py b/venv/lib/python3.8/site-packages/debugpy/adapter/components.py
new file mode 100644
index 0000000..cc88d14
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/adapter/components.py
@@ -0,0 +1,183 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import functools
+
+from debugpy.common import json, log, messaging, util
+
+
+ACCEPT_CONNECTIONS_TIMEOUT = 10
+
+
+class ComponentNotAvailable(Exception):
+    def __init__(self, type):
+        super().__init__(f"{type.__name__} is not available")
+
+
+class Component(util.Observable):
+    """A component managed by a debug adapter: client, launcher, or debug server.
+
+    Every component belongs to a Session, which is used for synchronization and
+    shared data.
+
+    Every component has its own message channel, and provides message handlers for
+    that channel. All handlers should be decorated with @Component.message_handler,
+    which ensures that Session is locked for the duration of the handler. Thus, only
+    one handler is running at any given time across all components, unless the lock
+    is released explicitly or via Session.wait_for().
+
+    Components report changes to their attributes to Session, allowing one component
+    to wait_for() a change caused by another component.
+    """
+
+    def __init__(self, session, stream=None, channel=None):
+        assert (stream is None) ^ (channel is None)
+
+        try:
+            lock_held = session.lock.acquire(blocking=False)
+            assert lock_held, "__init__ of a Component subclass must lock its Session"
+        finally:
+            session.lock.release()
+
+        super().__init__()
+
+        self.session = session
+
+        if channel is None:
+            stream.name = str(self)
+            channel = messaging.JsonMessageChannel(stream, self)
+            channel.start()
+        else:
+            channel.name = channel.stream.name = str(self)
+            channel.handlers = self
+        self.channel = channel
+        self.is_connected = True
+
+        # Do this last to avoid triggering useless notifications for assignments above.
+        self.observers += [lambda *_: self.session.notify_changed()]
+
+    def __str__(self):
+        return f"{type(self).__name__}[{self.session.id}]"
+
+    @property
+    def client(self):
+        return self.session.client
+
+    @property
+    def launcher(self):
+        return self.session.launcher
+
+    @property
+    def server(self):
+        return self.session.server
+
+    def wait_for(self, *args, **kwargs):
+        return self.session.wait_for(*args, **kwargs)
+
+    @staticmethod
+    def message_handler(f):
+        """Applied to a message handler to automatically lock and unlock the session
+        for its duration, and to validate the session state.
+
+        If the handler raises ComponentNotAvailable or JsonIOError, converts it to
+        Message.cant_handle().
+        """
+
+        @functools.wraps(f)
+        def lock_and_handle(self, message):
+            try:
+                with self.session:
+                    return f(self, message)
+            except ComponentNotAvailable as exc:
+                raise message.cant_handle("{0}", exc, silent=True)
+            except messaging.MessageHandlingError as exc:
+                if exc.cause is message:
+                    raise
+                else:
+                    exc.propagate(message)
+            except messaging.JsonIOError as exc:
+                raise message.cant_handle(
+                    "{0} disconnected unexpectedly", exc.stream.name, silent=True
+                )
+
+        return lock_and_handle
+
+    def disconnect(self):
+        with self.session:
+            self.is_connected = False
+            self.session.finalize("{0} has disconnected".format(self))
+
+
+def missing(session, type):
+    class Missing(object):
+        """A dummy component that raises ComponentNotAvailable whenever some
+        attribute is accessed on it.
+        """
+
+        __getattr__ = __setattr__ = lambda self, *_: report()
+        __bool__ = __nonzero__ = lambda self: False
+
+    def report():
+        try:
+            raise ComponentNotAvailable(type)
+        except Exception as exc:
+            log.reraise_exception("{0} in {1}", exc, session)
+
+    return Missing()
+
+
+class Capabilities(dict):
+    """A collection of feature flags for a component. Corresponds to JSON properties
+    in the DAP "initialize" request or response, other than those that identify the
+    party.
+    """
+
+    PROPERTIES = {}
+    """JSON property names and default values for the the capabilities represented
+    by instances of this class. Keys are names, and values are either default values
+    or validators.
+
+    If the value is callable, it must be a JSON validator; see debugpy.common.json for
+    details. If the value is not callable, it is as if json.default(value) validator
+    was used instead.
+    """
+
+    def __init__(self, component, message):
+        """Parses an "initialize" request or response and extracts the feature flags.
+
+        For every "X" in self.PROPERTIES, sets self["X"] to the corresponding value
+        from message.payload if it's present there, or to the default value otherwise.
+        """
+
+        assert message.is_request("initialize") or message.is_response("initialize")
+
+        self.component = component
+
+        payload = message.payload
+        for name, validate in self.PROPERTIES.items():
+            value = payload.get(name, ())
+            if not callable(validate):
+                validate = json.default(validate)
+
+            try:
+                value = validate(value)
+            except Exception as exc:
+                raise message.isnt_valid("{0} {1}", json.repr(name), exc)
+
+            assert (
+                value != ()
+            ), f"{validate} must provide a default value for missing properties."
+            self[name] = value
+
+        log.debug("{0}", self)
+
+    def __repr__(self):
+        return f"{type(self).__name__}: {json.repr(dict(self))}"
+
+    def require(self, *keys):
+        for key in keys:
+            if not self[key]:
+                raise messaging.MessageHandlingError(
+                    f"{self.component} does not have capability {json.repr(key)}",
+                )
diff --git a/venv/lib/python3.8/site-packages/debugpy/adapter/launchers.py b/venv/lib/python3.8/site-packages/debugpy/adapter/launchers.py
new file mode 100644
index 0000000..444e54d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/adapter/launchers.py
@@ -0,0 +1,191 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import os
+import subprocess
+import sys
+
+from debugpy import adapter, common
+from debugpy.common import log, messaging, sockets
+from debugpy.adapter import components, servers
+
+
+class Launcher(components.Component):
+    """Handles the launcher side of a debug session."""
+
+    message_handler = components.Component.message_handler
+
+    def __init__(self, session, stream):
+        with session:
+            assert not session.launcher
+            super().__init__(session, stream)
+
+            self.pid = None
+            """Process ID of the debuggee process, as reported by the launcher."""
+
+            self.exit_code = None
+            """Exit code of the debuggee process."""
+
+            session.launcher = self
+
+    @message_handler
+    def process_event(self, event):
+        self.pid = event("systemProcessId", int)
+        self.client.propagate_after_start(event)
+
+    @message_handler
+    def output_event(self, event):
+        self.client.propagate_after_start(event)
+
+    @message_handler
+    def exited_event(self, event):
+        self.exit_code = event("exitCode", int)
+        # We don't want to tell the client about this just yet, because it will then
+        # want to disconnect, and the launcher might still be waiting for keypress
+        # (if wait-on-exit was enabled). Instead, we'll report the event when we
+        # receive "terminated" from the launcher, right before it exits.
+
+    @message_handler
+    def terminated_event(self, event):
+        try:
+            self.client.channel.send_event("exited", {"exitCode": self.exit_code})
+        except Exception:
+            pass
+        self.channel.close()
+
+    def terminate_debuggee(self):
+        with self.session:
+            if self.exit_code is None:
+                try:
+                    self.channel.request("terminate")
+                except Exception:
+                    pass
+
+
+def spawn_debuggee(
+    session,
+    start_request,
+    python,
+    launcher_path,
+    adapter_host,
+    args,
+    shell_expand_args,
+    cwd,
+    console,
+    console_title,
+    sudo,
+):
+    # -E tells sudo to propagate environment variables to the target process - this
+    # is necessary for launcher to get DEBUGPY_LAUNCHER_PORT and DEBUGPY_LOG_DIR.
+    cmdline = ["sudo", "-E"] if sudo else []
+    cmdline += python
+    cmdline += [launcher_path]
+    env = {}
+
+    arguments = dict(start_request.arguments)
+    if not session.no_debug:
+        _, arguments["port"] = servers.listener.getsockname()
+        arguments["adapterAccessToken"] = adapter.access_token
+
+    def on_launcher_connected(sock):
+        listener.close()
+        stream = messaging.JsonIOStream.from_socket(sock)
+        Launcher(session, stream)
+
+    try:
+        listener = sockets.serve(
+            "Launcher", on_launcher_connected, adapter_host, backlog=1
+        )
+    except Exception as exc:
+        raise start_request.cant_handle(
+            "{0} couldn't create listener socket for launcher: {1}", session, exc
+        )
+
+    try:
+        launcher_host, launcher_port = listener.getsockname()
+        launcher_addr = (
+            launcher_port
+            if launcher_host == "127.0.0.1"
+            else f"{launcher_host}:{launcher_port}"
+        )
+        cmdline += [str(launcher_addr), "--"]
+        cmdline += args
+
+        if log.log_dir is not None:
+            env[str("DEBUGPY_LOG_DIR")] = log.log_dir
+        if log.stderr.levels != {"warning", "error"}:
+            env[str("DEBUGPY_LOG_STDERR")] = str(" ".join(log.stderr.levels))
+
+        if console == "internalConsole":
+            log.info("{0} spawning launcher: {1!r}", session, cmdline)
+            try:
+                # If we are talking to the client over stdio, sys.stdin and sys.stdout
+                # are redirected to avoid mangling the DAP message stream. Make sure
+                # the launcher also respects that.
+                subprocess.Popen(
+                    cmdline,
+                    cwd=cwd,
+                    env=dict(list(os.environ.items()) + list(env.items())),
+                    stdin=sys.stdin,
+                    stdout=sys.stdout,
+                    stderr=sys.stderr,
+                )
+            except Exception as exc:
+                raise start_request.cant_handle("Failed to spawn launcher: {0}", exc)
+        else:
+            log.info('{0} spawning launcher via "runInTerminal" request.', session)
+            session.client.capabilities.require("supportsRunInTerminalRequest")
+            kinds = {"integratedTerminal": "integrated", "externalTerminal": "external"}
+            request_args = {
+                "kind": kinds[console],
+                "title": console_title,
+                "args": cmdline,
+                "env": env,
+            }
+            if cwd is not None:
+                request_args["cwd"] = cwd
+            if shell_expand_args:
+                request_args["argsCanBeInterpretedByShell"] = True
+            try:
+                # It is unspecified whether this request receives a response immediately, or only
+                # after the spawned command has completed running, so do not block waiting for it.
+                session.client.channel.send_request("runInTerminal", request_args)
+            except messaging.MessageHandlingError as exc:
+                exc.propagate(start_request)
+
+        # If using sudo, it might prompt for password, and launcher won't start running
+        # until the user enters it, so don't apply timeout in that case.
+        if not session.wait_for(
+            lambda: session.launcher,
+            timeout=(None if sudo else common.PROCESS_SPAWN_TIMEOUT),
+        ):
+            raise start_request.cant_handle("Timed out waiting for launcher to connect")
+
+        try:
+            session.launcher.channel.request(start_request.command, arguments)
+        except messaging.MessageHandlingError as exc:
+            exc.propagate(start_request)
+
+        if not session.wait_for(
+            lambda: session.launcher.pid is not None,
+            timeout=common.PROCESS_SPAWN_TIMEOUT,
+        ):
+            raise start_request.cant_handle(
+                'Timed out waiting for "process" event from launcher'
+            )
+
+        if session.no_debug:
+            return
+
+        # Wait for the first incoming connection regardless of the PID - it won't
+        # necessarily match due to the use of stubs like py.exe or "conda run".
+        conn = servers.wait_for_connection(
+            session, lambda conn: True, timeout=common.PROCESS_SPAWN_TIMEOUT
+        )
+        if conn is None:
+            raise start_request.cant_handle("Timed out waiting for debuggee to spawn")
+        conn.attach_to_session(session)
+
+    finally:
+        listener.close()
diff --git a/venv/lib/python3.8/site-packages/debugpy/adapter/servers.py b/venv/lib/python3.8/site-packages/debugpy/adapter/servers.py
new file mode 100644
index 0000000..b860558
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/adapter/servers.py
@@ -0,0 +1,563 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+from __future__ import annotations
+
+import os
+import subprocess
+import sys
+import threading
+import time
+
+import debugpy
+from debugpy import adapter
+from debugpy.common import json, log, messaging, sockets
+from debugpy.adapter import components
+
+
+access_token = None
+"""Access token used to authenticate with the servers."""
+
+listener = None
+"""Listener socket that accepts server connections."""
+
+_lock = threading.RLock()
+
+_connections = []
+"""All servers that are connected to this adapter, in order in which they connected.
+"""
+
+_connections_changed = threading.Event()
+
+
+class Connection(object):
+    """A debug server that is connected to the adapter.
+
+    Servers that are not participating in a debug session are managed directly by the
+    corresponding Connection instance.
+
+    Servers that are participating in a debug session are managed by that sessions's
+    Server component instance, but Connection object remains, and takes over again
+    once the session ends.
+    """
+
+    disconnected: bool
+
+    process_replaced: bool
+    """Whether this is a connection to a process that is being replaced in situ
+    by another process, e.g. via exec().
+    """
+
+    server: Server | None
+    """The Server component, if this debug server belongs to Session.
+    """
+
+    pid: int | None
+
+    ppid: int | None
+
+    channel: messaging.JsonMessageChannel
+
+    def __init__(self, sock):
+        from debugpy.adapter import sessions
+
+        self.disconnected = False
+
+        self.process_replaced = False
+
+        self.server = None
+
+        self.pid = None
+
+        stream = messaging.JsonIOStream.from_socket(sock, str(self))
+        self.channel = messaging.JsonMessageChannel(stream, self)
+        self.channel.start()
+
+        try:
+            self.authenticate()
+            info = self.channel.request("pydevdSystemInfo")
+            process_info = info("process", json.object())
+            self.pid = process_info("pid", int)
+            self.ppid = process_info("ppid", int, optional=True)
+            if self.ppid == ():
+                self.ppid = None
+            self.channel.name = stream.name = str(self)
+
+            debugpy_dir = os.path.dirname(os.path.dirname(debugpy.__file__))
+            # Note: we must check if 'debugpy' is not already in sys.modules because the
+            # evaluation of an import at the wrong time could deadlock Python due to
+            # its import lock.
+            #
+            # So, in general this evaluation shouldn't do anything. It's only
+            # important when pydevd attaches automatically to a subprocess. In this
+            # case, we have to make sure that debugpy is properly put back in the game
+            # for users to be able to use it.v
+            #
+            # In this case (when the import is needed), this evaluation *must* be done
+            # before the configurationDone request is sent -- if this is not respected
+            # it's possible that pydevd already started secondary threads to handle
+            # commands, in which case it's very likely that this command would be
+            # evaluated at the wrong thread and the import could potentially deadlock
+            # the program.
+            #
+            # Note 2: the sys module is guaranteed to be in the frame globals and
+            # doesn't need to be imported.
+            inject_debugpy = """
+if 'debugpy' not in sys.modules:
+    sys.path.insert(0, {debugpy_dir!r})
+    try:
+        import debugpy
+    finally:
+        del sys.path[0]
+"""
+            inject_debugpy = inject_debugpy.format(debugpy_dir=debugpy_dir)
+
+            try:
+                self.channel.request("evaluate", {"expression": inject_debugpy})
+            except messaging.MessageHandlingError:
+                # Failure to inject is not a fatal error - such a subprocess can
+                # still be debugged, it just won't support "import debugpy" in user
+                # code - so don't terminate the session.
+                log.swallow_exception(
+                    "Failed to inject debugpy into {0}:", self, level="warning"
+                )
+
+            with _lock:
+                # The server can disconnect concurrently before we get here, e.g. if
+                # it was force-killed. If the disconnect() handler has already run,
+                # don't register this server or report it, since there's nothing to
+                # deregister it.
+                if self.disconnected:
+                    return
+
+                # An existing connection with the same PID and process_replaced == True
+                # corresponds to the process that replaced itself with this one, so it's
+                # not an error.
+                if any(
+                    conn.pid == self.pid and not conn.process_replaced
+                    for conn in _connections
+                ):
+                    raise KeyError(f"{self} is already connected to this adapter")
+
+                is_first_server = len(_connections) == 0
+                _connections.append(self)
+                _connections_changed.set()
+
+        except Exception:
+            log.swallow_exception("Failed to accept incoming server connection:")
+            self.channel.close()
+
+            # If this was the first server to connect, and the main thread is inside
+            # wait_until_disconnected(), we want to unblock it and allow it to exit.
+            dont_wait_for_first_connection()
+
+            # If we couldn't retrieve all the necessary info from the debug server,
+            # or there's a PID clash, we don't want to track this debuggee anymore,
+            # but we want to continue accepting connections.
+            return
+
+        parent_session = sessions.get(self.ppid)
+        if parent_session is None:
+            parent_session = sessions.get(self.pid)
+        if parent_session is None:
+            log.info("No active debug session for parent process of {0}.", self)
+        else:
+            if self.pid == parent_session.pid:
+                parent_server = parent_session.server
+                if not (parent_server and parent_server.connection.process_replaced):
+                    log.error("{0} is not expecting replacement.", parent_session)
+                    self.channel.close()
+                    return
+            try:
+                parent_session.client.notify_of_subprocess(self)
+                return
+            except Exception:
+                # This might fail if the client concurrently disconnects from the parent
+                # session. We still want to keep the connection around, in case the
+                # client reconnects later. If the parent session was "launch", it'll take
+                # care of closing the remaining server connections.
+                log.swallow_exception(
+                    "Failed to notify parent session about {0}:", self
+                )
+
+        # If we got to this point, the subprocess notification was either not sent,
+        # or not delivered successfully. For the first server, this is expected, since
+        # it corresponds to the root process, and there is no other debug session to
+        # notify. But subsequent server connections represent subprocesses, and those
+        # will not start running user code until the client tells them to. Since there
+        # isn't going to be a client without the notification, such subprocesses have
+        # to be unblocked.
+        if is_first_server:
+            return
+        log.info("No clients to wait for - unblocking {0}.", self)
+        try:
+            self.channel.request("initialize", {"adapterID": "debugpy"})
+            self.channel.request("attach", {"subProcessId": self.pid})
+            self.channel.request("configurationDone")
+            self.channel.request("disconnect")
+        except Exception:
+            log.swallow_exception("Failed to unblock orphaned subprocess:")
+            self.channel.close()
+
+    def __str__(self):
+        return "Server" + ("[?]" if self.pid is None else f"[pid={self.pid}]")
+
+    def authenticate(self):
+        if access_token is None and adapter.access_token is None:
+            return
+        auth = self.channel.request(
+            "pydevdAuthorize", {"debugServerAccessToken": access_token}
+        )
+        if auth["clientAccessToken"] != adapter.access_token:
+            self.channel.close()
+            raise RuntimeError('Mismatched "clientAccessToken"; server not authorized.')
+
+    def request(self, request):
+        raise request.isnt_valid(
+            "Requests from the debug server to the client are not allowed."
+        )
+
+    def event(self, event):
+        pass
+
+    def terminated_event(self, event):
+        self.channel.close()
+
+    def disconnect(self):
+        with _lock:
+            self.disconnected = True
+            if self.server is not None:
+                # If the disconnect happened while Server was being instantiated,
+                # we need to tell it, so that it can clean up via Session.finalize().
+                # It will also take care of deregistering the connection in that case.
+                self.server.disconnect()
+            elif self in _connections:
+                _connections.remove(self)
+                _connections_changed.set()
+
+    def attach_to_session(self, session):
+        """Attaches this server to the specified Session as a Server component.
+
+        Raises ValueError if the server already belongs to some session.
+        """
+
+        with _lock:
+            if self.server is not None:
+                raise ValueError
+            log.info("Attaching {0} to {1}", self, session)
+            self.server = Server(session, self)
+
+
+class Server(components.Component):
+    """Handles the debug server side of a debug session."""
+
+    message_handler = components.Component.message_handler
+
+    connection: Connection
+
+    class Capabilities(components.Capabilities):
+        PROPERTIES = {
+            "supportsCompletionsRequest": False,
+            "supportsConditionalBreakpoints": False,
+            "supportsConfigurationDoneRequest": False,
+            "supportsDataBreakpoints": False,
+            "supportsDelayedStackTraceLoading": False,
+            "supportsDisassembleRequest": False,
+            "supportsEvaluateForHovers": False,
+            "supportsExceptionInfoRequest": False,
+            "supportsExceptionOptions": False,
+            "supportsFunctionBreakpoints": False,
+            "supportsGotoTargetsRequest": False,
+            "supportsHitConditionalBreakpoints": False,
+            "supportsLoadedSourcesRequest": False,
+            "supportsLogPoints": False,
+            "supportsModulesRequest": False,
+            "supportsReadMemoryRequest": False,
+            "supportsRestartFrame": False,
+            "supportsRestartRequest": False,
+            "supportsSetExpression": False,
+            "supportsSetVariable": False,
+            "supportsStepBack": False,
+            "supportsStepInTargetsRequest": False,
+            "supportsTerminateDebuggee": False,
+            "supportsTerminateRequest": False,
+            "supportsTerminateThreadsRequest": False,
+            "supportsValueFormattingOptions": False,
+            "exceptionBreakpointFilters": [],
+            "additionalModuleColumns": [],
+            "supportedChecksumAlgorithms": [],
+        }
+
+    def __init__(self, session, connection):
+        assert connection.server is None
+        with session:
+            assert not session.server
+            super().__init__(session, channel=connection.channel)
+
+            self.connection = connection
+
+            assert self.session.pid is None
+            if self.session.launcher and self.session.launcher.pid != self.pid:
+                log.info(
+                    "Launcher reported PID={0}, but server reported PID={1}",
+                    self.session.launcher.pid,
+                    self.pid,
+                )
+            self.session.pid = self.pid
+
+            session.server = self
+
+    @property
+    def pid(self):
+        """Process ID of the debuggee process, as reported by the server."""
+        return self.connection.pid
+
+    @property
+    def ppid(self):
+        """Parent process ID of the debuggee process, as reported by the server."""
+        return self.connection.ppid
+
+    def initialize(self, request):
+        assert request.is_request("initialize")
+        self.connection.authenticate()
+        request = self.channel.propagate(request)
+        request.wait_for_response()
+        self.capabilities = self.Capabilities(self, request.response)
+
+    # Generic request handler, used if there's no specific handler below.
+    @message_handler
+    def request(self, request):
+        # Do not delegate requests from the server by default. There is a security
+        # boundary between the server and the adapter, and we cannot trust arbitrary
+        # requests sent over that boundary, since they may contain arbitrary code
+        # that the client will execute - e.g. "runInTerminal". The adapter must only
+        # propagate requests that it knows are safe.
+        raise request.isnt_valid(
+            "Requests from the debug server to the client are not allowed."
+        )
+
+    # Generic event handler, used if there's no specific handler below.
+    @message_handler
+    def event(self, event):
+        self.client.propagate_after_start(event)
+
+    @message_handler
+    def initialized_event(self, event):
+        # pydevd doesn't send it, but the adapter will send its own in any case.
+        pass
+
+    @message_handler
+    def process_event(self, event):
+        # If there is a launcher, it's handling the process event.
+        if not self.launcher:
+            self.client.propagate_after_start(event)
+
+    @message_handler
+    def continued_event(self, event):
+        # https://github.com/microsoft/ptvsd/issues/1530
+        #
+        # DAP specification says that a step request implies that only the thread on
+        # which that step occurred is resumed for the duration of the step. However,
+        # for VS compatibility, pydevd can operate in a mode that resumes all threads
+        # instead. This is set according to the value of "steppingResumesAllThreads"
+        # in "launch" or "attach" request, which defaults to true. If explicitly set
+        # to false, pydevd will only resume the thread that was stepping.
+        #
+        # To ensure that the client is aware that other threads are getting resumed in
+        # that mode, pydevd sends a "continued" event with "allThreadsResumed": true.
+        # when responding to a step request. This ensures correct behavior in VSCode
+        # and other DAP-conformant clients.
+        #
+        # On the other hand, VS does not follow the DAP specification in this regard.
+        # When it requests a step, it assumes that all threads will be resumed, and
+        # does not expect to see "continued" events explicitly reflecting that fact.
+        # If such events are sent regardless, VS behaves erratically. Thus, we have
+        # to suppress them specifically for VS.
+        if self.client.client_id not in ("visualstudio", "vsformac"):
+            self.client.propagate_after_start(event)
+
+    @message_handler
+    def exited_event(self, event: messaging.Event):
+        if event("pydevdReason", str, optional=True) == "processReplaced":
+            # The parent process used some API like exec() that replaced it with another
+            # process in situ. The connection will shut down immediately afterwards, but
+            # we need to keep the corresponding session alive long enough to report the
+            # subprocess to it.
+            self.connection.process_replaced = True
+        else:
+            # If there is a launcher, it's handling the exit code.
+            if not self.launcher:
+                self.client.propagate_after_start(event)
+
+    @message_handler
+    def terminated_event(self, event):
+        # Do not propagate this, since we'll report our own.
+        self.channel.close()
+
+    def detach_from_session(self):
+        with _lock:
+            self.is_connected = False
+            self.channel.handlers = self.connection
+            self.channel.name = self.channel.stream.name = str(self.connection)
+            self.connection.server = None
+
+    def disconnect(self):
+        if self.connection.process_replaced:
+            # Wait for the replacement server to connect to the adapter, and to report
+            # itself to the client for this session if there is one.
+            log.info("{0} is waiting for replacement subprocess.", self)
+            session = self.session
+            if not session.client or not session.client.is_connected:
+                wait_for_connection(
+                    session, lambda conn: conn.pid == self.pid, timeout=30
+                )
+            else:
+                self.wait_for(
+                    lambda: (
+                        not session.client
+                        or not session.client.is_connected
+                        or any(
+                            conn.pid == self.pid
+                            for conn in session.client.known_subprocesses
+                        )
+                    ),
+                    timeout=30,
+                )
+        with _lock:
+            _connections.remove(self.connection)
+            _connections_changed.set()
+        super().disconnect()
+
+
+def serve(host="127.0.0.1", port=0):
+    global listener
+    listener = sockets.serve("Server", Connection, host, port)
+    return listener.getsockname()
+
+
+def is_serving():
+    return listener is not None
+
+
+def stop_serving():
+    global listener
+    try:
+        if listener is not None:
+            listener.close()
+            listener = None
+    except Exception:
+        log.swallow_exception(level="warning")
+
+
+def connections():
+    with _lock:
+        return list(_connections)
+
+
+def wait_for_connection(session, predicate, timeout=None):
+    """Waits until there is a server matching the specified predicate connected to
+    this adapter, and returns the corresponding Connection.
+
+    If there is more than one server connection already available, returns the oldest
+    one.
+    """
+
+    def wait_for_timeout():
+        time.sleep(timeout)
+        wait_for_timeout.timed_out = True
+        with _lock:
+            _connections_changed.set()
+
+    wait_for_timeout.timed_out = timeout == 0
+    if timeout:
+        thread = threading.Thread(
+            target=wait_for_timeout, name="servers.wait_for_connection() timeout"
+        )
+        thread.daemon = True
+        thread.start()
+
+    if timeout != 0:
+        log.info("{0} waiting for connection from debug server...", session)
+    while True:
+        with _lock:
+            _connections_changed.clear()
+            conns = (conn for conn in _connections if predicate(conn))
+            conn = next(conns, None)
+            if conn is not None or wait_for_timeout.timed_out:
+                return conn
+        _connections_changed.wait()
+
+
+def wait_until_disconnected():
+    """Blocks until all debug servers disconnect from the adapter.
+
+    If there are no server connections, waits until at least one is established first,
+    before waiting for it to disconnect.
+    """
+    while True:
+        _connections_changed.wait()
+        with _lock:
+            _connections_changed.clear()
+            if not len(_connections):
+                return
+
+
+def dont_wait_for_first_connection():
+    """Unblocks any pending wait_until_disconnected() call that is waiting on the
+    first server to connect.
+    """
+    with _lock:
+        _connections_changed.set()
+
+
+def inject(pid, debugpy_args):
+    host, port = listener.getsockname()
+
+    cmdline = [
+        sys.executable,
+        os.path.dirname(debugpy.__file__),
+        "--connect",
+        host + ":" + str(port),
+    ]
+    if adapter.access_token is not None:
+        cmdline += ["--adapter-access-token", adapter.access_token]
+    cmdline += debugpy_args
+    cmdline += ["--pid", str(pid)]
+
+    log.info("Spawning attach-to-PID debugger injector: {0!r}", cmdline)
+    try:
+        injector = subprocess.Popen(
+            cmdline,
+            bufsize=0,
+            stdin=subprocess.PIPE,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.STDOUT,
+        )
+    except Exception as exc:
+        log.swallow_exception(
+            "Failed to inject debug server into process with PID={0}", pid
+        )
+        raise messaging.MessageHandlingError(
+            "Failed to inject debug server into process with PID={0}: {1}".format(
+                pid, exc
+            )
+        )
+
+    # We need to capture the output of the injector - otherwise it can get blocked
+    # on a write() syscall when it tries to print something.
+
+    def capture_output():
+        while True:
+            line = injector.stdout.readline()
+            if not line:
+                break
+            log.info("Injector[PID={0}] output:\n{1}", pid, line.rstrip())
+        log.info("Injector[PID={0}] exited.", pid)
+
+    thread = threading.Thread(
+        target=capture_output,
+        name=f"Injector[PID={pid}] output",
+    )
+    thread.daemon = True
+    thread.start()
diff --git a/venv/lib/python3.8/site-packages/debugpy/adapter/sessions.py b/venv/lib/python3.8/site-packages/debugpy/adapter/sessions.py
new file mode 100644
index 0000000..ca6c574
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/adapter/sessions.py
@@ -0,0 +1,281 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import itertools
+import os
+import signal
+import threading
+import time
+
+from debugpy import common
+from debugpy.common import log, util
+from debugpy.adapter import components, launchers, servers
+
+
+_lock = threading.RLock()
+_sessions = set()
+_sessions_changed = threading.Event()
+
+
+class Session(util.Observable):
+    """A debug session involving a client, an adapter, a launcher, and a debug server.
+
+    The client and the adapter are always present, and at least one of launcher and debug
+    server is present, depending on the scenario.
+    """
+
+    _counter = itertools.count(1)
+
+    def __init__(self):
+        from debugpy.adapter import clients
+
+        super().__init__()
+
+        self.lock = threading.RLock()
+        self.id = next(self._counter)
+        self._changed_condition = threading.Condition(self.lock)
+
+        self.client = components.missing(self, clients.Client)
+        """The client component. Always present."""
+
+        self.launcher = components.missing(self, launchers.Launcher)
+        """The launcher componet. Always present in "launch" sessions, and never
+        present in "attach" sessions.
+        """
+
+        self.server = components.missing(self, servers.Server)
+        """The debug server component. Always present, unless this is a "launch"
+        session with "noDebug".
+        """
+
+        self.no_debug = None
+        """Whether this is a "noDebug" session."""
+
+        self.pid = None
+        """Process ID of the debuggee process."""
+
+        self.debug_options = {}
+        """Debug options as specified by "launch" or "attach" request."""
+
+        self.is_finalizing = False
+        """Whether finalize() has been invoked."""
+
+        self.observers += [lambda *_: self.notify_changed()]
+
+    def __str__(self):
+        return f"Session[{self.id}]"
+
+    def __enter__(self):
+        """Lock the session for exclusive access."""
+        self.lock.acquire()
+        return self
+
+    def __exit__(self, exc_type, exc_value, exc_tb):
+        """Unlock the session."""
+        self.lock.release()
+
+    def register(self):
+        with _lock:
+            _sessions.add(self)
+            _sessions_changed.set()
+
+    def notify_changed(self):
+        with self:
+            self._changed_condition.notify_all()
+
+        # A session is considered ended once all components disconnect, and there
+        # are no further incoming messages from anything to handle.
+        components = self.client, self.launcher, self.server
+        if all(not com or not com.is_connected for com in components):
+            with _lock:
+                if self in _sessions:
+                    log.info("{0} has ended.", self)
+                    _sessions.remove(self)
+                    _sessions_changed.set()
+
+    def wait_for(self, predicate, timeout=None):
+        """Waits until predicate() becomes true.
+
+        The predicate is invoked with the session locked. If satisfied, the method
+        returns immediately. Otherwise, the lock is released (even if it was held
+        at entry), and the method blocks waiting for some attribute of either self,
+        self.client, self.server, or self.launcher to change. On every change, session
+        is re-locked and predicate is re-evaluated, until it is satisfied.
+
+        While the session is unlocked, message handlers for components other than
+        the one that is waiting can run, but message handlers for that one are still
+        blocked.
+
+        If timeout is not None, the method will unblock and return after that many
+        seconds regardless of whether the predicate was satisfied. The method returns
+        False if it timed out, and True otherwise.
+        """
+
+        def wait_for_timeout():
+            time.sleep(timeout)
+            wait_for_timeout.timed_out = True
+            self.notify_changed()
+
+        wait_for_timeout.timed_out = False
+        if timeout is not None:
+            thread = threading.Thread(
+                target=wait_for_timeout, name="Session.wait_for() timeout"
+            )
+            thread.daemon = True
+            thread.start()
+
+        with self:
+            while not predicate():
+                if wait_for_timeout.timed_out:
+                    return False
+                self._changed_condition.wait()
+            return True
+
+    def finalize(self, why, terminate_debuggee=None):
+        """Finalizes the debug session.
+
+        If the server is present, sends "disconnect" request with "terminateDebuggee"
+        set as specified request to it; waits for it to disconnect, allowing any
+        remaining messages from it to be handled; and closes the server channel.
+
+        If the launcher is present, sends "terminate" request to it, regardless of the
+        value of terminate; waits for it to disconnect, allowing any remaining messages
+        from it to be handled; and closes the launcher channel.
+
+        If the client is present, sends "terminated" event to it.
+
+        If terminate_debuggee=None, it is treated as True if the session has a Launcher
+        component, and False otherwise.
+        """
+
+        if self.is_finalizing:
+            return
+        self.is_finalizing = True
+        log.info("{0}; finalizing {1}.", why, self)
+
+        if terminate_debuggee is None:
+            terminate_debuggee = bool(self.launcher)
+
+        try:
+            self._finalize(why, terminate_debuggee)
+        except Exception:
+            # Finalization should never fail, and if it does, the session is in an
+            # indeterminate and likely unrecoverable state, so just fail fast.
+            log.swallow_exception("Fatal error while finalizing {0}", self)
+            os._exit(1)
+
+        log.info("{0} finalized.", self)
+
+    def _finalize(self, why, terminate_debuggee):
+        # If the client started a session, and then disconnected before issuing "launch"
+        # or "attach", the main thread will be blocked waiting for the first server
+        # connection to come in - unblock it, so that we can exit.
+        servers.dont_wait_for_first_connection()
+
+        if self.server:
+            if self.server.is_connected:
+                if terminate_debuggee and self.launcher and self.launcher.is_connected:
+                    # If we were specifically asked to terminate the debuggee, and we
+                    # can ask the launcher to kill it, do so instead of disconnecting
+                    # from the server to prevent debuggee from running any more code.
+                    self.launcher.terminate_debuggee()
+                else:
+                    # Otherwise, let the server handle it the best it can.
+                    try:
+                        self.server.channel.request(
+                            "disconnect", {"terminateDebuggee": terminate_debuggee}
+                        )
+                    except Exception:
+                        pass
+            self.server.detach_from_session()
+
+        if self.launcher and self.launcher.is_connected:
+            # If there was a server, we just disconnected from it above, which should
+            # cause the debuggee process to exit, unless it is being replaced in situ -
+            # so let's wait for that first.
+            if self.server and not self.server.connection.process_replaced:
+                log.info('{0} waiting for "exited" event...', self)
+                if not self.wait_for(
+                    lambda: self.launcher.exit_code is not None,
+                    timeout=common.PROCESS_EXIT_TIMEOUT,
+                ):
+                    log.warning('{0} timed out waiting for "exited" event.', self)
+
+            # Terminate the debuggee process if it's still alive for any reason -
+            # whether it's because there was no server to handle graceful shutdown,
+            # or because the server couldn't handle it for some reason - unless the
+            # process is being replaced in situ.
+            if not (self.server and self.server.connection.process_replaced):
+                self.launcher.terminate_debuggee()
+
+            # Wait until the launcher message queue fully drains. There is no timeout
+            # here, because the final "terminated" event will only come after reading
+            # user input in wait-on-exit scenarios. In addition, if the process was
+            # replaced in situ, the launcher might still have more output to capture
+            # from its replacement.
+            log.info("{0} waiting for {1} to disconnect...", self, self.launcher)
+            self.wait_for(lambda: not self.launcher.is_connected)
+
+            try:
+                self.launcher.channel.close()
+            except Exception:
+                log.swallow_exception()
+
+        if self.client:
+            if self.client.is_connected:
+                # Tell the client that debugging is over, but don't close the channel until it
+                # tells us to, via the "disconnect" request.
+                try:
+                    self.client.channel.send_event("terminated")
+                except Exception:
+                    pass
+
+            if (
+                self.client.start_request is not None
+                and self.client.start_request.command == "launch"
+                and not (self.server and self.server.connection.process_replaced)
+            ):
+                servers.stop_serving()
+                log.info(
+                    '"launch" session ended - killing remaining debuggee processes.'
+                )
+
+                pids_killed = set()
+                if self.launcher and self.launcher.pid is not None:
+                    # Already killed above.
+                    pids_killed.add(self.launcher.pid)
+
+                while True:
+                    conns = [
+                        conn
+                        for conn in servers.connections()
+                        if conn.pid not in pids_killed
+                    ]
+                    if not len(conns):
+                        break
+                    for conn in conns:
+                        log.info("Killing {0}", conn)
+                        try:
+                            os.kill(conn.pid, signal.SIGTERM)
+                        except Exception:
+                            log.swallow_exception("Failed to kill {0}", conn)
+                        pids_killed.add(conn.pid)
+
+
+def get(pid):
+    with _lock:
+        return next((session for session in _sessions if session.pid == pid), None)
+
+
+def wait_until_ended():
+    """Blocks until all sessions have ended.
+
+    A session ends when all components that it manages disconnect from it.
+    """
+    while True:
+        with _lock:
+            if not len(_sessions):
+                return
+            _sessions_changed.clear()
+        _sessions_changed.wait()
diff --git a/venv/lib/python3.8/site-packages/debugpy/common/__init__.py b/venv/lib/python3.8/site-packages/debugpy/common/__init__.py
new file mode 100644
index 0000000..3dde363
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/common/__init__.py
@@ -0,0 +1,18 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+from __future__ import annotations
+import os
+import typing
+
+if typing.TYPE_CHECKING:
+    __all__: list[str]
+
+__all__ = []
+
+# The lower time bound for assuming that the process hasn't spawned successfully.
+PROCESS_SPAWN_TIMEOUT = float(os.getenv("DEBUGPY_PROCESS_SPAWN_TIMEOUT", 15))
+
+# The lower time bound for assuming that the process hasn't exited gracefully.
+PROCESS_EXIT_TIMEOUT = float(os.getenv("DEBUGPY_PROCESS_EXIT_TIMEOUT", 5))
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diff --git a/venv/lib/python3.8/site-packages/debugpy/common/json.py b/venv/lib/python3.8/site-packages/debugpy/common/json.py
new file mode 100644
index 0000000..6f3e2b2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/common/json.py
@@ -0,0 +1,292 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+"""Improved JSON serialization.
+"""
+
+import builtins
+import json
+import numbers
+import operator
+
+
+JsonDecoder = json.JSONDecoder
+
+
+class JsonEncoder(json.JSONEncoder):
+    """Customizable JSON encoder.
+
+    If the object implements __getstate__, then that method is invoked, and its
+    result is serialized instead of the object itself.
+    """
+
+    def default(self, value):
+        try:
+            get_state = value.__getstate__
+        except AttributeError:
+            pass
+        else:
+            return get_state()
+        return super().default(value)
+
+
+class JsonObject(object):
+    """A wrapped Python object that formats itself as JSON when asked for a string
+    representation via str() or format().
+    """
+
+    json_encoder_factory = JsonEncoder
+    """Used by __format__ when format_spec is not empty."""
+
+    json_encoder = json_encoder_factory(indent=4)
+    """The default encoder used by __format__ when format_spec is empty."""
+
+    def __init__(self, value):
+        assert not isinstance(value, JsonObject)
+        self.value = value
+
+    def __getstate__(self):
+        raise NotImplementedError
+
+    def __repr__(self):
+        return builtins.repr(self.value)
+
+    def __str__(self):
+        return format(self)
+
+    def __format__(self, format_spec):
+        """If format_spec is empty, uses self.json_encoder to serialize self.value
+        as a string. Otherwise, format_spec is treated as an argument list to be
+        passed to self.json_encoder_factory - which defaults to JSONEncoder - and
+        then the resulting formatter is used to serialize self.value as a string.
+
+        Example::
+
+            format("{0} {0:indent=4,sort_keys=True}", json.repr(x))
+        """
+        if format_spec:
+            # At this point, format_spec is a string that looks something like
+            # "indent=4,sort_keys=True". What we want is to build a function call
+            # from that which looks like:
+            #
+            #   json_encoder_factory(indent=4,sort_keys=True)
+            #
+            # which we can then eval() to create our encoder instance.
+            make_encoder = "json_encoder_factory(" + format_spec + ")"
+            encoder = eval(
+                make_encoder, {"json_encoder_factory": self.json_encoder_factory}
+            )
+        else:
+            encoder = self.json_encoder
+        return encoder.encode(self.value)
+
+
+# JSON property validators, for use with MessageDict.
+#
+# A validator is invoked with the actual value of the JSON property passed to it as
+# the sole argument; or if the property is missing in JSON, then () is passed. Note
+# that None represents an actual null in JSON, while () is a missing value.
+#
+# The validator must either raise TypeError or ValueError describing why the property
+# value is invalid, or else return the value of the property, possibly after performing
+# some substitutions - e.g. replacing () with some default value.
+
+
+def _converter(value, classinfo):
+    """Convert value (str) to number, otherwise return None if is not possible"""
+    for one_info in classinfo:
+        if issubclass(one_info, numbers.Number):
+            try:
+                return one_info(value)
+            except ValueError:
+                pass
+
+
+def of_type(*classinfo, **kwargs):
+    """Returns a validator for a JSON property that requires it to have a value of
+    the specified type. If optional=True, () is also allowed.
+
+    The meaning of classinfo is the same as for isinstance().
+    """
+
+    assert len(classinfo)
+    optional = kwargs.pop("optional", False)
+    assert not len(kwargs)
+
+    def validate(value):
+        if (optional and value == ()) or isinstance(value, classinfo):
+            return value
+        else:
+            converted_value = _converter(value, classinfo)
+            if converted_value:
+                return converted_value
+
+            if not optional and value == ():
+                raise ValueError("must be specified")
+            raise TypeError("must be " + " or ".join(t.__name__ for t in classinfo))
+
+    return validate
+
+
+def default(default):
+    """Returns a validator for a JSON property with a default value.
+
+    The validator will only allow property values that have the same type as the
+    specified default value.
+    """
+
+    def validate(value):
+        if value == ():
+            return default
+        elif isinstance(value, type(default)):
+            return value
+        else:
+            raise TypeError("must be {0}".format(type(default).__name__))
+
+    return validate
+
+
+def enum(*values, **kwargs):
+    """Returns a validator for a JSON enum.
+
+    The validator will only allow the property to have one of the specified values.
+
+    If optional=True, and the property is missing, the first value specified is used
+    as the default.
+    """
+
+    assert len(values)
+    optional = kwargs.pop("optional", False)
+    assert not len(kwargs)
+
+    def validate(value):
+        if optional and value == ():
+            return values[0]
+        elif value in values:
+            return value
+        else:
+            raise ValueError("must be one of: {0!r}".format(list(values)))
+
+    return validate
+
+
+def array(validate_item=False, vectorize=False, size=None):
+    """Returns a validator for a JSON array.
+
+    If the property is missing, it is treated as if it were []. Otherwise, it must
+    be a list.
+
+    If validate_item=False, it's treated as if it were (lambda x: x) - i.e. any item
+    is considered valid, and is unchanged. If validate_item is a type or a tuple,
+    it's treated as if it were json.of_type(validate).
+
+    Every item in the list is replaced with validate_item(item) in-place, propagating
+    any exceptions raised by the latter. If validate_item is a type or a tuple, it is
+    treated as if it were json.of_type(validate_item).
+
+    If vectorize=True, and the value is neither a list nor a dict, it is treated as
+    if it were a single-element list containing that single value - e.g. "foo" is
+    then the same as ["foo"]; but {} is an error, and not [{}].
+
+    If size is not None, it can be an int, a tuple of one int, a tuple of two ints,
+    or a set. If it's an int, the array must have exactly that many elements. If it's
+    a tuple of one int, it's the minimum length. If it's a tuple of two ints, they
+    are the minimum and the maximum lengths. If it's a set, it's the set of sizes that
+    are valid - e.g. for {2, 4}, the array can be either 2 or 4 elements long.
+    """
+
+    if not validate_item:
+        validate_item = lambda x: x
+    elif isinstance(validate_item, type) or isinstance(validate_item, tuple):
+        validate_item = of_type(validate_item)
+
+    if size is None:
+        validate_size = lambda _: True
+    elif isinstance(size, set):
+        size = {operator.index(n) for n in size}
+        validate_size = lambda value: (
+            len(value) in size
+            or "must have {0} elements".format(
+                " or ".join(str(n) for n in sorted(size))
+            )
+        )
+    elif isinstance(size, tuple):
+        assert 1 <= len(size) <= 2
+        size = tuple(operator.index(n) for n in size)
+        min_len, max_len = (size + (None,))[0:2]
+        validate_size = lambda value: (
+            "must have at least {0} elements".format(min_len)
+            if len(value) < min_len
+            else "must have at most {0} elements".format(max_len)
+            if max_len is not None and len(value) < max_len
+            else True
+        )
+    else:
+        size = operator.index(size)
+        validate_size = lambda value: (
+            len(value) == size or "must have {0} elements".format(size)
+        )
+
+    def validate(value):
+        if value == ():
+            value = []
+        elif vectorize and not isinstance(value, (list, dict)):
+            value = [value]
+
+        of_type(list)(value)
+
+        size_err = validate_size(value)  # True if valid, str if error
+        if size_err is not True:
+            raise ValueError(size_err)
+
+        for i, item in enumerate(value):
+            try:
+                value[i] = validate_item(item)
+            except (TypeError, ValueError) as exc:
+                raise type(exc)(f"[{repr(i)}] {exc}")
+        return value
+
+    return validate
+
+
+def object(validate_value=False):
+    """Returns a validator for a JSON object.
+
+    If the property is missing, it is treated as if it were {}. Otherwise, it must
+    be a dict.
+
+    If validate_value=False, it's treated as if it were (lambda x: x) - i.e. any
+    value is considered valid, and is unchanged. If validate_value is a type or a
+    tuple, it's treated as if it were json.of_type(validate_value).
+
+    Every value in the dict is replaced with validate_value(value) in-place, propagating
+    any exceptions raised by the latter. If validate_value is a type or a tuple, it is
+    treated as if it were json.of_type(validate_value). Keys are not affected.
+    """
+
+    if isinstance(validate_value, type) or isinstance(validate_value, tuple):
+        validate_value = of_type(validate_value)
+
+    def validate(value):
+        if value == ():
+            return {}
+
+        of_type(dict)(value)
+        if validate_value:
+            for k, v in value.items():
+                try:
+                    value[k] = validate_value(v)
+                except (TypeError, ValueError) as exc:
+                    raise type(exc)(f"[{repr(k)}] {exc}")
+        return value
+
+    return validate
+
+
+def repr(value):
+    return JsonObject(value)
+
+
+dumps = json.dumps
+loads = json.loads
diff --git a/venv/lib/python3.8/site-packages/debugpy/common/log.py b/venv/lib/python3.8/site-packages/debugpy/common/log.py
new file mode 100644
index 0000000..2859dc2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/common/log.py
@@ -0,0 +1,384 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import atexit
+import contextlib
+import functools
+import inspect
+import io
+import os
+import platform
+import sys
+import threading
+import traceback
+
+import debugpy
+from debugpy.common import json, timestamp, util
+
+
+LEVELS = ("debug", "info", "warning", "error")
+"""Logging levels, lowest to highest importance.
+"""
+
+log_dir = os.getenv("DEBUGPY_LOG_DIR")
+"""If not None, debugger logs its activity to a file named debugpy.*-<pid>.log
+in the specified directory, where <pid> is the return value of os.getpid().
+"""
+
+timestamp_format = "09.3f"
+"""Format spec used for timestamps. Can be changed to dial precision up or down.
+"""
+
+_lock = threading.RLock()
+_tls = threading.local()
+_files = {}  # filename -> LogFile
+_levels = set()  # combined for all log files
+
+
+def _update_levels():
+    global _levels
+    _levels = frozenset(level for file in _files.values() for level in file.levels)
+
+
+class LogFile(object):
+    def __init__(self, filename, file, levels=LEVELS, close_file=True):
+        info("Also logging to {0}.", json.repr(filename))
+        self.filename = filename
+        self.file = file
+        self.close_file = close_file
+        self._levels = frozenset(levels)
+
+        with _lock:
+            _files[self.filename] = self
+            _update_levels()
+            info(
+                "{0} {1}\n{2} {3} ({4}-bit)\ndebugpy {5}",
+                platform.platform(),
+                platform.machine(),
+                platform.python_implementation(),
+                platform.python_version(),
+                64 if sys.maxsize > 2 ** 32 else 32,
+                debugpy.__version__,
+                _to_files=[self],
+            )
+
+    @property
+    def levels(self):
+        return self._levels
+
+    @levels.setter
+    def levels(self, value):
+        with _lock:
+            self._levels = frozenset(LEVELS if value is all else value)
+            _update_levels()
+
+    def write(self, level, output):
+        if level in self.levels:
+            try:
+                self.file.write(output)
+                self.file.flush()
+            except Exception:
+                pass
+
+    def close(self):
+        with _lock:
+            del _files[self.filename]
+            _update_levels()
+        info("Not logging to {0} anymore.", json.repr(self.filename))
+
+        if self.close_file:
+            try:
+                self.file.close()
+            except Exception:
+                pass
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        self.close()
+
+
+class NoLog(object):
+    file = filename = None
+
+    __bool__ = __nonzero__ = lambda self: False
+
+    def close(self):
+        pass
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        pass
+
+
+# Used to inject a newline into stderr if logging there, to clean up the output
+# when it's intermixed with regular prints from other sources.
+def newline(level="info"):
+    with _lock:
+        stderr.write(level, "\n")
+
+
+def write(level, text, _to_files=all):
+    assert level in LEVELS
+
+    t = timestamp.current()
+    format_string = "{0}+{1:" + timestamp_format + "}: "
+    prefix = format_string.format(level[0].upper(), t)
+
+    text = getattr(_tls, "prefix", "") + text
+    indent = "\n" + (" " * len(prefix))
+    output = indent.join(text.split("\n"))
+    output = prefix + output + "\n\n"
+
+    with _lock:
+        if _to_files is all:
+            _to_files = _files.values()
+        for file in _to_files:
+            file.write(level, output)
+
+    return text
+
+
+def write_format(level, format_string, *args, **kwargs):
+    # Don't spend cycles doing expensive formatting if we don't have to. Errors are
+    # always formatted, so that error() can return the text even if it's not logged.
+    if level != "error" and level not in _levels:
+        return
+
+    try:
+        text = format_string.format(*args, **kwargs)
+    except Exception:
+        reraise_exception()
+
+    return write(level, text, kwargs.pop("_to_files", all))
+
+
+debug = functools.partial(write_format, "debug")
+info = functools.partial(write_format, "info")
+warning = functools.partial(write_format, "warning")
+
+
+def error(*args, **kwargs):
+    """Logs an error.
+
+    Returns the output wrapped in AssertionError. Thus, the following::
+
+        raise log.error(s, ...)
+
+    has the same effect as::
+
+        log.error(...)
+        assert False, (s.format(...))
+    """
+    return AssertionError(write_format("error", *args, **kwargs))
+
+
+def _exception(format_string="", *args, **kwargs):
+    level = kwargs.pop("level", "error")
+    exc_info = kwargs.pop("exc_info", sys.exc_info())
+
+    if format_string:
+        format_string += "\n\n"
+    format_string += "{exception}\nStack where logged:\n{stack}"
+
+    exception = "".join(traceback.format_exception(*exc_info))
+
+    f = inspect.currentframe()
+    f = f.f_back if f else f  # don't log this frame
+    try:
+        stack = "".join(traceback.format_stack(f))
+    finally:
+        del f  # avoid cycles
+
+    write_format(
+        level, format_string, *args, exception=exception, stack=stack, **kwargs
+    )
+
+
+def swallow_exception(format_string="", *args, **kwargs):
+    """Logs an exception with full traceback.
+
+    If format_string is specified, it is formatted with format(*args, **kwargs), and
+    prepended to the exception traceback on a separate line.
+
+    If exc_info is specified, the exception it describes will be logged. Otherwise,
+    sys.exc_info() - i.e. the exception being handled currently - will be logged.
+
+    If level is specified, the exception will be logged as a message of that level.
+    The default is "error".
+    """
+
+    _exception(format_string, *args, **kwargs)
+
+
+def reraise_exception(format_string="", *args, **kwargs):
+    """Like swallow_exception(), but re-raises the current exception after logging it."""
+
+    assert "exc_info" not in kwargs
+    _exception(format_string, *args, **kwargs)
+    raise
+
+
+def to_file(filename=None, prefix=None, levels=LEVELS):
+    """Starts logging all messages at the specified levels to the designated file.
+
+    Either filename or prefix must be specified, but not both.
+
+    If filename is specified, it designates the log file directly.
+
+    If prefix is specified, the log file is automatically created in options.log_dir,
+    with filename computed as prefix + os.getpid(). If log_dir is None, no log file
+    is created, and the function returns immediately.
+
+    If the file with the specified or computed name is already being used as a log
+    file, it is not overwritten, but its levels are updated as specified.
+
+    The function returns an object with a close() method. When the object is closed,
+    logs are not written into that file anymore. Alternatively, the returned object
+    can be used in a with-statement:
+
+        with log.to_file("some.log"):
+            # now also logging to some.log
+        # not logging to some.log anymore
+    """
+
+    assert (filename is not None) ^ (prefix is not None)
+
+    if filename is None:
+        if log_dir is None:
+            return NoLog()
+        try:
+            os.makedirs(log_dir)
+        except OSError:
+            pass
+        filename = f"{log_dir}/{prefix}-{os.getpid()}.log"
+
+    file = _files.get(filename)
+    if file is None:
+        file = LogFile(filename, io.open(filename, "w", encoding="utf-8"), levels)
+    else:
+        file.levels = levels
+    return file
+
+
+@contextlib.contextmanager
+def prefixed(format_string, *args, **kwargs):
+    """Adds a prefix to all messages logged from the current thread for the duration
+    of the context manager.
+    """
+    prefix = format_string.format(*args, **kwargs)
+    old_prefix = getattr(_tls, "prefix", "")
+    _tls.prefix = prefix + old_prefix
+    try:
+        yield
+    finally:
+        _tls.prefix = old_prefix
+
+
+def describe_environment(header):
+    import sysconfig
+    import site  # noqa
+
+    result = [header, "\n\n"]
+
+    def report(s, *args, **kwargs):
+        result.append(s.format(*args, **kwargs))
+
+    def report_paths(get_paths, label=None):
+        prefix = f"    {label or get_paths}: "
+
+        expr = None
+        if not callable(get_paths):
+            expr = get_paths
+            get_paths = lambda: util.evaluate(expr)
+        try:
+            paths = get_paths()
+        except AttributeError:
+            report("{0}<missing>\n", prefix)
+            return
+        except Exception:
+            swallow_exception(
+                "Error evaluating {0}",
+                repr(expr) if expr else util.srcnameof(get_paths),
+            )
+            return
+
+        if not isinstance(paths, (list, tuple)):
+            paths = [paths]
+
+        for p in sorted(paths):
+            report("{0}{1}", prefix, p)
+            rp = os.path.realpath(p)
+            if p != rp:
+                report("({0})", rp)
+            report("\n")
+
+            prefix = " " * len(prefix)
+
+    report("System paths:\n")
+    report_paths("sys.prefix")
+    report_paths("sys.base_prefix")
+    report_paths("sys.real_prefix")
+    report_paths("site.getsitepackages()")
+    report_paths("site.getusersitepackages()")
+
+    site_packages = [
+        p
+        for p in sys.path
+        if os.path.exists(p) and os.path.basename(p) == "site-packages"
+    ]
+    report_paths(lambda: site_packages, "sys.path (site-packages)")
+
+    for name in sysconfig.get_path_names():
+        expr = "sysconfig.get_path({0!r})".format(name)
+        report_paths(expr)
+
+    report_paths("os.__file__")
+    report_paths("threading.__file__")
+    report_paths("debugpy.__file__")
+
+    result = "".join(result).rstrip("\n")
+    info("{0}", result)
+
+
+stderr = LogFile(
+    "<stderr>",
+    sys.stderr,
+    levels=os.getenv("DEBUGPY_LOG_STDERR", "warning error").split(),
+    close_file=False,
+)
+
+
+@atexit.register
+def _close_files():
+    for file in tuple(_files.values()):
+        file.close()
+
+
+# The following are helper shortcuts for printf debugging. They must never be used
+# in production code.
+
+
+def _repr(value):  # pragma: no cover
+    warning("$REPR {0!r}", value)
+
+
+def _vars(*names):  # pragma: no cover
+    locals = inspect.currentframe().f_back.f_locals
+    if names:
+        locals = {name: locals[name] for name in names if name in locals}
+    warning("$VARS {0!r}", locals)
+
+
+def _stack():  # pragma: no cover
+    stack = "\n".join(traceback.format_stack())
+    warning("$STACK:\n\n{0}", stack)
+
+
+def _threads():  # pragma: no cover
+    output = "\n".join([str(t) for t in threading.enumerate()])
+    warning("$THREADS:\n\n{0}", output)
diff --git a/venv/lib/python3.8/site-packages/debugpy/common/messaging.py b/venv/lib/python3.8/site-packages/debugpy/common/messaging.py
new file mode 100644
index 0000000..eb9556d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/common/messaging.py
@@ -0,0 +1,1505 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+"""An implementation of the session and presentation layers as used in the Debug
+Adapter Protocol (DAP): channels and their lifetime, JSON messages, requests,
+responses, and events.
+
+https://microsoft.github.io/debug-adapter-protocol/overview#base-protocol
+"""
+
+from __future__ import annotations
+
+import collections
+import contextlib
+import functools
+import itertools
+import os
+import socket
+import sys
+import threading
+
+from debugpy.common import json, log, util
+from debugpy.common.util import hide_thread_from_debugger
+
+
+class JsonIOError(IOError):
+    """Indicates that a read or write operation on JsonIOStream has failed."""
+
+    def __init__(self, *args, **kwargs):
+        stream = kwargs.pop("stream")
+        cause = kwargs.pop("cause", None)
+        if not len(args) and cause is not None:
+            args = [str(cause)]
+        super().__init__(*args, **kwargs)
+
+        self.stream = stream
+        """The stream that couldn't be read or written.
+
+        Set by JsonIOStream.read_json() and JsonIOStream.write_json().
+
+        JsonMessageChannel relies on this value to decide whether a NoMoreMessages
+        instance that bubbles up to the message loop is related to that loop.
+        """
+
+        self.cause = cause
+        """The underlying exception, if any."""
+
+
+class NoMoreMessages(JsonIOError, EOFError):
+    """Indicates that there are no more messages that can be read from or written
+    to a stream.
+    """
+
+    def __init__(self, *args, **kwargs):
+        args = args if len(args) else ["No more messages"]
+        super().__init__(*args, **kwargs)
+
+
+class JsonIOStream(object):
+    """Implements a JSON value stream over two byte streams (input and output).
+
+    Each value is encoded as a DAP packet, with metadata headers and a JSON payload.
+    """
+
+    MAX_BODY_SIZE = 0xFFFFFF
+
+    json_decoder_factory = json.JsonDecoder
+    """Used by read_json() when decoder is None."""
+
+    json_encoder_factory = json.JsonEncoder
+    """Used by write_json() when encoder is None."""
+
+    @classmethod
+    def from_stdio(cls, name="stdio"):
+        """Creates a new instance that receives messages from sys.stdin, and sends
+        them to sys.stdout.
+        """
+        return cls(sys.stdin.buffer, sys.stdout.buffer, name)
+
+    @classmethod
+    def from_process(cls, process, name="stdio"):
+        """Creates a new instance that receives messages from process.stdin, and sends
+        them to process.stdout.
+        """
+        return cls(process.stdout, process.stdin, name)
+
+    @classmethod
+    def from_socket(cls, sock, name=None):
+        """Creates a new instance that sends and receives messages over a socket."""
+        sock.settimeout(None)  # make socket blocking
+        if name is None:
+            name = repr(sock)
+
+        # TODO: investigate switching to buffered sockets; readline() on unbuffered
+        # sockets is very slow! Although the implementation of readline() itself is
+        # native code, it calls read(1) in a loop - and that then ultimately calls
+        # SocketIO.readinto(), which is implemented in Python.
+        socket_io = sock.makefile("rwb", 0)
+
+        # SocketIO.close() doesn't close the underlying socket.
+        def cleanup():
+            try:
+                sock.shutdown(socket.SHUT_RDWR)
+            except Exception:
+                pass
+            sock.close()
+
+        return cls(socket_io, socket_io, name, cleanup)
+
+    def __init__(self, reader, writer, name=None, cleanup=lambda: None):
+        """Creates a new JsonIOStream.
+
+        reader must be a BytesIO-like object, from which incoming messages will be
+        read by read_json().
+
+        writer must be a BytesIO-like object, into which outgoing messages will be
+        written by write_json().
+
+        cleanup must be a callable; it will be invoked without arguments when the
+        stream is closed.
+
+        reader.readline() must treat "\n" as the line terminator, and must leave "\r"
+        as is - it must not replace "\r\n" with "\n" automatically, as TextIO does.
+        """
+
+        if name is None:
+            name = f"reader={reader!r}, writer={writer!r}"
+
+        self.name = name
+        self._reader = reader
+        self._writer = writer
+        self._cleanup = cleanup
+        self._closed = False
+
+    def close(self):
+        """Closes the stream, the reader, and the writer."""
+
+        if self._closed:
+            return
+        self._closed = True
+
+        log.debug("Closing {0} message stream", self.name)
+        try:
+            try:
+                # Close the writer first, so that the other end of the connection has
+                # its message loop waiting on read() unblocked. If there is an exception
+                # while closing the writer, we still want to try to close the reader -
+                # only one exception can bubble up, so if both fail, it'll be the one
+                # from reader.
+                try:
+                    self._writer.close()
+                finally:
+                    if self._reader is not self._writer:
+                        self._reader.close()
+            finally:
+                self._cleanup()
+        except Exception:
+            log.reraise_exception("Error while closing {0} message stream", self.name)
+
+    def _log_message(self, dir, data, logger=log.debug):
+        return logger("{0} {1} {2}", self.name, dir, data)
+
+    def _read_line(self, reader):
+        line = b""
+        while True:
+            try:
+                line += reader.readline()
+            except Exception as exc:
+                raise NoMoreMessages(str(exc), stream=self)
+            if not line:
+                raise NoMoreMessages(stream=self)
+            if line.endswith(b"\r\n"):
+                line = line[0:-2]
+                return line
+
+    def read_json(self, decoder=None):
+        """Read a single JSON value from reader.
+
+        Returns JSON value as parsed by decoder.decode(), or raises NoMoreMessages
+        if there are no more values to be read.
+        """
+
+        decoder = decoder if decoder is not None else self.json_decoder_factory()
+        reader = self._reader
+        read_line = functools.partial(self._read_line, reader)
+
+        # If any error occurs while reading and parsing the message, log the original
+        # raw message data as is, so that it's possible to diagnose missing or invalid
+        # headers, encoding issues, JSON syntax errors etc.
+        def log_message_and_reraise_exception(format_string="", *args, **kwargs):
+            if format_string:
+                format_string += "\n\n"
+            format_string += "{name} -->\n{raw_lines}"
+
+            raw_lines = b"".join(raw_chunks).split(b"\n")
+            raw_lines = "\n".join(repr(line) for line in raw_lines)
+
+            log.reraise_exception(
+                format_string, *args, name=self.name, raw_lines=raw_lines, **kwargs
+            )
+
+        raw_chunks = []
+        headers = {}
+
+        while True:
+            try:
+                line = read_line()
+            except Exception:
+                # Only log it if we have already read some headers, and are looking
+                # for a blank line terminating them. If this is the very first read,
+                # there's no message data to log in any case, and the caller might
+                # be anticipating the error - e.g. NoMoreMessages on disconnect.
+                if headers:
+                    log_message_and_reraise_exception(
+                        "Error while reading message headers:"
+                    )
+                else:
+                    raise
+
+            raw_chunks += [line, b"\n"]
+            if line == b"":
+                break
+
+            key, _, value = line.partition(b":")
+            headers[key] = value
+
+        try:
+            length = int(headers[b"Content-Length"])
+            if not (0 <= length <= self.MAX_BODY_SIZE):
+                raise ValueError
+        except (KeyError, ValueError):
+            try:
+                raise IOError("Content-Length is missing or invalid:")
+            except Exception:
+                log_message_and_reraise_exception()
+
+        body_start = len(raw_chunks)
+        body_remaining = length
+        while body_remaining > 0:
+            try:
+                chunk = reader.read(body_remaining)
+                if not chunk:
+                    raise EOFError
+            except Exception as exc:
+                # Not logged due to https://github.com/microsoft/ptvsd/issues/1699
+                raise NoMoreMessages(str(exc), stream=self)
+
+            raw_chunks.append(chunk)
+            body_remaining -= len(chunk)
+        assert body_remaining == 0
+
+        body = b"".join(raw_chunks[body_start:])
+        try:
+            body = body.decode("utf-8")
+        except Exception:
+            log_message_and_reraise_exception()
+
+        try:
+            body = decoder.decode(body)
+        except Exception:
+            log_message_and_reraise_exception()
+
+        # If parsed successfully, log as JSON for readability.
+        self._log_message("-->", body)
+        return body
+
+    def write_json(self, value, encoder=None):
+        """Write a single JSON value into writer.
+
+        Value is written as encoded by encoder.encode().
+        """
+
+        if self._closed:
+            # Don't log this - it's a common pattern to write to a stream while
+            # anticipating EOFError from it in case it got closed concurrently.
+            raise NoMoreMessages(stream=self)
+
+        encoder = encoder if encoder is not None else self.json_encoder_factory()
+        writer = self._writer
+
+        # Format the value as a message, and try to log any failures using as much
+        # information as we already have at the point of the failure. For example,
+        # if it fails after it is serialized to JSON, log that JSON.
+
+        try:
+            body = encoder.encode(value)
+        except Exception:
+            self._log_message("<--", repr(value), logger=log.reraise_exception)
+        body = body.encode("utf-8")
+
+        header = f"Content-Length: {len(body)}\r\n\r\n".encode("ascii")
+        data = header + body
+        data_written = 0
+        try:
+            while data_written < len(data):
+                written = writer.write(data[data_written:])
+                data_written += written
+            writer.flush()
+        except Exception as exc:
+            self._log_message("<--", value, logger=log.swallow_exception)
+            raise JsonIOError(stream=self, cause=exc)
+
+        self._log_message("<--", value)
+
+    def __repr__(self):
+        return f"{type(self).__name__}({self.name!r})"
+
+
+class MessageDict(collections.OrderedDict):
+    """A specialized dict that is used for JSON message payloads - Request.arguments,
+    Response.body, and Event.body.
+
+    For all members that normally throw KeyError when a requested key is missing, this
+    dict raises InvalidMessageError instead. Thus, a message handler can skip checks
+    for missing properties, and just work directly with the payload on the assumption
+    that it is valid according to the protocol specification; if anything is missing,
+    it will be reported automatically in the proper manner.
+
+    If the value for the requested key is itself a dict, it is returned as is, and not
+    automatically converted to MessageDict. Thus, to enable convenient chaining - e.g.
+    d["a"]["b"]["c"] - the dict must consistently use MessageDict instances rather than
+    vanilla dicts for all its values, recursively. This is guaranteed for the payload
+    of all freshly received messages (unless and until it is mutated), but there is no
+    such guarantee for outgoing messages.
+    """
+
+    def __init__(self, message, items=None):
+        assert message is None or isinstance(message, Message)
+
+        if items is None:
+            super().__init__()
+        else:
+            super().__init__(items)
+
+        self.message = message
+        """The Message object that owns this dict.
+
+        For any instance exposed via a Message object corresponding to some incoming
+        message, it is guaranteed to reference that Message object. There is no similar
+        guarantee for outgoing messages.
+        """
+
+    def __repr__(self):
+        try:
+            return format(json.repr(self))
+        except Exception:
+            return super().__repr__()
+
+    def __call__(self, key, validate, optional=False):
+        """Like get(), but with validation.
+
+        The item is first retrieved as if with self.get(key, default=()) - the default
+        value is () rather than None, so that JSON nulls are distinguishable from
+        missing properties.
+
+        If optional=True, and the value is (), it's returned as is. Otherwise, the
+        item is validated by invoking validate(item) on it.
+
+        If validate=False, it's treated as if it were (lambda x: x) - i.e. any value
+        is considered valid, and is returned unchanged. If validate is a type or a
+        tuple, it's treated as json.of_type(validate). Otherwise, if validate is not
+        callable(), it's treated as json.default(validate).
+
+        If validate() returns successfully, the item is substituted with the value
+        it returns - thus, the validator can e.g. replace () with a suitable default
+        value for the property.
+
+        If validate() raises TypeError or ValueError, raises InvalidMessageError with
+        the same text that applies_to(self.messages).
+
+        See debugpy.common.json for reusable validators.
+        """
+
+        if not validate:
+            validate = lambda x: x
+        elif isinstance(validate, type) or isinstance(validate, tuple):
+            validate = json.of_type(validate, optional=optional)
+        elif not callable(validate):
+            validate = json.default(validate)
+
+        value = self.get(key, ())
+        try:
+            value = validate(value)
+        except (TypeError, ValueError) as exc:
+            message = Message if self.message is None else self.message
+            err = str(exc)
+            if not err.startswith("["):
+                err = " " + err
+            raise message.isnt_valid("{0}{1}", json.repr(key), err)
+        return value
+
+    def _invalid_if_no_key(func):
+        def wrap(self, key, *args, **kwargs):
+            try:
+                return func(self, key, *args, **kwargs)
+            except KeyError:
+                message = Message if self.message is None else self.message
+                raise message.isnt_valid("missing property {0!r}", key)
+
+        return wrap
+
+    __getitem__ = _invalid_if_no_key(collections.OrderedDict.__getitem__)
+    __delitem__ = _invalid_if_no_key(collections.OrderedDict.__delitem__)
+    pop = _invalid_if_no_key(collections.OrderedDict.pop)
+
+    del _invalid_if_no_key
+
+
+def _payload(value):
+    """JSON validator for message payload.
+
+    If that value is missing or null, it is treated as if it were {}.
+    """
+
+    if value is not None and value != ():
+        if isinstance(value, dict):  # can be int, str, list...
+            assert isinstance(value, MessageDict)
+        return value
+
+    # Missing payload. Construct a dummy MessageDict, and make it look like it was
+    # deserialized. See JsonMessageChannel._parse_incoming_message for why it needs
+    # to have associate_with().
+
+    def associate_with(message):
+        value.message = message
+
+    value = MessageDict(None)
+    value.associate_with = associate_with
+    return value
+
+
+class Message(object):
+    """Represents a fully parsed incoming or outgoing message.
+
+    https://microsoft.github.io/debug-adapter-protocol/specification#protocolmessage
+    """
+
+    def __init__(self, channel, seq, json=None):
+        self.channel = channel
+
+        self.seq = seq
+        """Sequence number of the message in its channel.
+
+        This can be None for synthesized Responses.
+        """
+
+        self.json = json
+        """For incoming messages, the MessageDict containing raw JSON from which
+        this message was originally parsed.
+        """
+
+    def __str__(self):
+        return json.repr(self.json) if self.json is not None else repr(self)
+
+    def describe(self):
+        """A brief description of the message that is enough to identify it.
+
+        Examples:
+        '#1 request "launch" from IDE'
+        '#2 response to #1 request "launch" from IDE'.
+        """
+        raise NotImplementedError
+
+    @property
+    def payload(self) -> MessageDict:
+        """Payload of the message - self.body or self.arguments, depending on the
+        message type.
+        """
+        raise NotImplementedError
+
+    def __call__(self, *args, **kwargs):
+        """Same as self.payload(...)."""
+        return self.payload(*args, **kwargs)
+
+    def __contains__(self, key):
+        """Same as (key in self.payload)."""
+        return key in self.payload
+
+    def is_event(self, *event):
+        """Returns True if this message is an Event of one of the specified types."""
+        if not isinstance(self, Event):
+            return False
+        return event == () or self.event in event
+
+    def is_request(self, *command):
+        """Returns True if this message is a Request of one of the specified types."""
+        if not isinstance(self, Request):
+            return False
+        return command == () or self.command in command
+
+    def is_response(self, *command):
+        """Returns True if this message is a Response to a request of one of the
+        specified types.
+        """
+        if not isinstance(self, Response):
+            return False
+        return command == () or self.request.command in command
+
+    def error(self, exc_type, format_string, *args, **kwargs):
+        """Returns a new exception of the specified type from the point at which it is
+        invoked, with the specified formatted message as the reason.
+
+        The resulting exception will have its cause set to the Message object on which
+        error() was called. Additionally, if that message is a Request, a failure
+        response is immediately sent.
+        """
+
+        assert issubclass(exc_type, MessageHandlingError)
+
+        silent = kwargs.pop("silent", False)
+        reason = format_string.format(*args, **kwargs)
+        exc = exc_type(reason, self, silent)  # will log it
+
+        if isinstance(self, Request):
+            self.respond(exc)
+        return exc
+
+    def isnt_valid(self, *args, **kwargs):
+        """Same as self.error(InvalidMessageError, ...)."""
+        return self.error(InvalidMessageError, *args, **kwargs)
+
+    def cant_handle(self, *args, **kwargs):
+        """Same as self.error(MessageHandlingError, ...)."""
+        return self.error(MessageHandlingError, *args, **kwargs)
+
+
+class Event(Message):
+    """Represents an incoming event.
+
+    https://microsoft.github.io/debug-adapter-protocol/specification#event
+
+    It is guaranteed that body is a MessageDict associated with this Event, and so
+    are all the nested dicts in it. If "body" was missing or null in JSON, body is
+    an empty dict.
+
+    To handle the event, JsonMessageChannel tries to find a handler for this event in
+    JsonMessageChannel.handlers. Given event="X", if handlers.X_event exists, then it
+    is the specific handler for this event. Otherwise, handlers.event must exist, and
+    it is the generic handler for this event. A missing handler is a fatal error.
+
+    No further incoming messages are processed until the handler returns, except for
+    responses to requests that have wait_for_response() invoked on them.
+
+    To report failure to handle the event, the handler must raise an instance of
+    MessageHandlingError that applies_to() the Event object it was handling. Any such
+    failure is logged, after which the message loop moves on to the next message.
+
+    Helper methods Message.isnt_valid() and Message.cant_handle() can be used to raise
+    the appropriate exception type that applies_to() the Event object.
+    """
+
+    def __init__(self, channel, seq, event, body, json=None):
+        super().__init__(channel, seq, json)
+
+        self.event = event
+
+        if isinstance(body, MessageDict) and hasattr(body, "associate_with"):
+            body.associate_with(self)
+        self.body = body
+
+    def describe(self):
+        return f"#{self.seq} event {json.repr(self.event)} from {self.channel}"
+
+    @property
+    def payload(self):
+        return self.body
+
+    @staticmethod
+    def _parse(channel, message_dict):
+        seq = message_dict("seq", int)
+        event = message_dict("event", str)
+        body = message_dict("body", _payload)
+        message = Event(channel, seq, event, body, json=message_dict)
+        channel._enqueue_handlers(message, message._handle)
+
+    def _handle(self):
+        channel = self.channel
+        handler = channel._get_handler_for("event", self.event)
+        try:
+            try:
+                result = handler(self)
+                assert (
+                    result is None
+                ), f"Handler {util.srcnameof(handler)} tried to respond to {self.describe()}."
+            except MessageHandlingError as exc:
+                if not exc.applies_to(self):
+                    raise
+                log.error(
+                    "Handler {0}\ncouldn't handle {1}:\n{2}",
+                    util.srcnameof(handler),
+                    self.describe(),
+                    str(exc),
+                )
+        except Exception:
+            log.reraise_exception(
+                "Handler {0}\ncouldn't handle {1}:",
+                util.srcnameof(handler),
+                self.describe(),
+            )
+
+
+NO_RESPONSE = object()
+"""Can be returned from a request handler in lieu of the response body, to indicate
+that no response is to be sent.
+
+Request.respond() must be invoked explicitly at some later point to provide a response.
+"""
+
+
+class Request(Message):
+    """Represents an incoming or an outgoing request.
+
+    Incoming requests are represented directly by instances of this class.
+
+    Outgoing requests are represented by instances of OutgoingRequest, which provides
+    additional functionality to handle responses.
+
+    For incoming requests, it is guaranteed that arguments is a MessageDict associated
+    with this Request, and so are all the nested dicts in it. If "arguments" was missing
+    or null in JSON, arguments is an empty dict.
+
+    To handle the request, JsonMessageChannel tries to find a handler for this request
+    in JsonMessageChannel.handlers. Given command="X", if handlers.X_request exists,
+    then it is the specific handler for this request. Otherwise, handlers.request must
+    exist, and it is the generic handler for this request. A missing handler is a fatal
+    error.
+
+    The handler is then invoked with the Request object as its sole argument.
+
+    If the handler itself invokes respond() on the Request at any point, then it must
+    not return any value.
+
+    Otherwise, if the handler returns NO_RESPONSE, no response to the request is sent.
+    It must be sent manually at some later point via respond().
+
+    Otherwise, a response to the request is sent with the returned value as the body.
+
+    To fail the request, the handler can return an instance of MessageHandlingError,
+    or respond() with one, or raise one such that it applies_to() the Request object
+    being handled.
+
+    Helper methods Message.isnt_valid() and Message.cant_handle() can be used to raise
+    the appropriate exception type that applies_to() the Request object.
+    """
+
+    def __init__(self, channel, seq, command, arguments, json=None):
+        super().__init__(channel, seq, json)
+
+        self.command = command
+
+        if isinstance(arguments, MessageDict) and hasattr(arguments, "associate_with"):
+            arguments.associate_with(self)
+        self.arguments = arguments
+
+        self.response = None
+        """Response to this request.
+
+        For incoming requests, it is set as soon as the request handler returns.
+
+        For outgoing requests, it is set as soon as the response is received, and
+        before self._handle_response is invoked.
+        """
+
+    def describe(self):
+        return f"#{self.seq} request {json.repr(self.command)} from {self.channel}"
+
+    @property
+    def payload(self):
+        return self.arguments
+
+    def respond(self, body):
+        assert self.response is None
+        d = {"type": "response", "request_seq": self.seq, "command": self.command}
+
+        if isinstance(body, Exception):
+            d["success"] = False
+            d["message"] = str(body)
+        else:
+            d["success"] = True
+            if body is not None and body != {}:
+                d["body"] = body
+
+        with self.channel._send_message(d) as seq:
+            pass
+        self.response = Response(self.channel, seq, self, body)
+
+    @staticmethod
+    def _parse(channel, message_dict):
+        seq = message_dict("seq", int)
+        command = message_dict("command", str)
+        arguments = message_dict("arguments", _payload)
+        message = Request(channel, seq, command, arguments, json=message_dict)
+        channel._enqueue_handlers(message, message._handle)
+
+    def _handle(self):
+        channel = self.channel
+        handler = channel._get_handler_for("request", self.command)
+        try:
+            try:
+                result = handler(self)
+            except MessageHandlingError as exc:
+                if not exc.applies_to(self):
+                    raise
+                result = exc
+                log.error(
+                    "Handler {0}\ncouldn't handle {1}:\n{2}",
+                    util.srcnameof(handler),
+                    self.describe(),
+                    str(exc),
+                )
+
+            if result is NO_RESPONSE:
+                assert self.response is None, (
+                    "Handler {0} for {1} must not return NO_RESPONSE if it has already "
+                    "invoked request.respond().".format(
+                        util.srcnameof(handler), self.describe()
+                    )
+                )
+            elif self.response is not None:
+                assert result is None or result is self.response.body, (
+                    "Handler {0} for {1} must not return a response body if it has "
+                    "already invoked request.respond().".format(
+                        util.srcnameof(handler), self.describe()
+                    )
+                )
+            else:
+                assert result is not None, (
+                    "Handler {0} for {1} must either call request.respond() before it "
+                    "returns, or return the response body, or return NO_RESPONSE.".format(
+                        util.srcnameof(handler), self.describe()
+                    )
+                )
+                try:
+                    self.respond(result)
+                except NoMoreMessages:
+                    log.warning(
+                        "Channel was closed before the response from handler {0} to {1} could be sent",
+                        util.srcnameof(handler),
+                        self.describe(),
+                    )
+
+        except Exception:
+            log.reraise_exception(
+                "Handler {0}\ncouldn't handle {1}:",
+                util.srcnameof(handler),
+                self.describe(),
+            )
+
+
+class OutgoingRequest(Request):
+    """Represents an outgoing request, for which it is possible to wait for a
+    response to be received, and register a response handler.
+    """
+
+    _parse = _handle = None
+
+    def __init__(self, channel, seq, command, arguments):
+        super().__init__(channel, seq, command, arguments)
+        self._response_handlers = []
+
+    def describe(self):
+        return f"{self.seq} request {json.repr(self.command)} to {self.channel}"
+
+    def wait_for_response(self, raise_if_failed=True):
+        """Waits until a response is received for this request, records the Response
+        object for it in self.response, and returns response.body.
+
+        If no response was received from the other party before the channel closed,
+        self.response is a synthesized Response with body=NoMoreMessages().
+
+        If raise_if_failed=True and response.success is False, raises response.body
+        instead of returning.
+        """
+
+        with self.channel:
+            while self.response is None:
+                self.channel._handlers_enqueued.wait()
+
+        if raise_if_failed and not self.response.success:
+            raise self.response.body
+        return self.response.body
+
+    def on_response(self, response_handler):
+        """Registers a handler to invoke when a response is received for this request.
+        The handler is invoked with Response as its sole argument.
+
+        If response has already been received, invokes the handler immediately.
+
+        It is guaranteed that self.response is set before the handler is invoked.
+        If no response was received from the other party before the channel closed,
+        self.response is a dummy Response with body=NoMoreMessages().
+
+        The handler is always invoked asynchronously on an unspecified background
+        thread - thus, the caller of on_response() can never be blocked or deadlocked
+        by the handler.
+
+        No further incoming messages are processed until the handler returns, except for
+        responses to requests that have wait_for_response() invoked on them.
+        """
+
+        with self.channel:
+            self._response_handlers.append(response_handler)
+            self._enqueue_response_handlers()
+
+    def _enqueue_response_handlers(self):
+        response = self.response
+        if response is None:
+            # Response._parse() will submit the handlers when response is received.
+            return
+
+        def run_handlers():
+            for handler in handlers:
+                try:
+                    try:
+                        handler(response)
+                    except MessageHandlingError as exc:
+                        if not exc.applies_to(response):
+                            raise
+                        log.error(
+                            "Handler {0}\ncouldn't handle {1}:\n{2}",
+                            util.srcnameof(handler),
+                            response.describe(),
+                            str(exc),
+                        )
+                except Exception:
+                    log.reraise_exception(
+                        "Handler {0}\ncouldn't handle {1}:",
+                        util.srcnameof(handler),
+                        response.describe(),
+                    )
+
+        handlers = self._response_handlers[:]
+        self.channel._enqueue_handlers(response, run_handlers)
+        del self._response_handlers[:]
+
+
+class Response(Message):
+    """Represents an incoming or an outgoing response to a Request.
+
+    https://microsoft.github.io/debug-adapter-protocol/specification#response
+
+    error_message corresponds to "message" in JSON, and is renamed for clarity.
+
+    If success is False, body is None. Otherwise, it is a MessageDict associated
+    with this Response, and so are all the nested dicts in it. If "body" was missing
+    or null in JSON, body is an empty dict.
+
+    If this is a response to an outgoing request, it will be handled by the handler
+    registered via self.request.on_response(), if any.
+
+    Regardless of whether there is such a handler, OutgoingRequest.wait_for_response()
+    can also be used to retrieve and handle the response. If there is a handler, it is
+    executed before wait_for_response() returns.
+
+    No further incoming messages are processed until the handler returns, except for
+    responses to requests that have wait_for_response() invoked on them.
+
+    To report failure to handle the event, the handler must raise an instance of
+    MessageHandlingError that applies_to() the Response object it was handling. Any
+    such failure is logged, after which the message loop moves on to the next message.
+
+    Helper methods Message.isnt_valid() and Message.cant_handle() can be used to raise
+    the appropriate exception type that applies_to() the Response object.
+    """
+
+    def __init__(self, channel, seq, request, body, json=None):
+        super().__init__(channel, seq, json)
+
+        self.request = request
+        """The request to which this is the response."""
+
+        if isinstance(body, MessageDict) and hasattr(body, "associate_with"):
+            body.associate_with(self)
+        self.body = body
+        """Body of the response if the request was successful, or an instance
+        of some class derived from Exception it it was not.
+
+        If a response was received from the other side, but request failed, it is an
+        instance of MessageHandlingError containing the received error message. If the
+        error message starts with InvalidMessageError.PREFIX, then it's an instance of
+        the InvalidMessageError specifically, and that prefix is stripped.
+
+        If no response was received from the other party before the channel closed,
+        it is an instance of NoMoreMessages.
+        """
+
+    def describe(self):
+        return f"#{self.seq} response to {self.request.describe()}"
+
+    @property
+    def payload(self):
+        return self.body
+
+    @property
+    def success(self):
+        """Whether the request succeeded or not."""
+        return not isinstance(self.body, Exception)
+
+    @property
+    def result(self):
+        """Result of the request. Returns the value of response.body, unless it
+        is an exception, in which case it is raised instead.
+        """
+        if self.success:
+            return self.body
+        else:
+            raise self.body
+
+    @staticmethod
+    def _parse(channel, message_dict, body=None):
+        seq = message_dict("seq", int) if (body is None) else None
+        request_seq = message_dict("request_seq", int)
+        command = message_dict("command", str)
+        success = message_dict("success", bool)
+        if body is None:
+            if success:
+                body = message_dict("body", _payload)
+            else:
+                error_message = message_dict("message", str)
+                exc_type = MessageHandlingError
+                if error_message.startswith(InvalidMessageError.PREFIX):
+                    error_message = error_message[len(InvalidMessageError.PREFIX) :]
+                    exc_type = InvalidMessageError
+                body = exc_type(error_message, silent=True)
+
+        try:
+            with channel:
+                request = channel._sent_requests.pop(request_seq)
+                known_request = True
+        except KeyError:
+            # Synthetic Request that only has seq and command as specified in response
+            # JSON, for error reporting purposes.
+            request = OutgoingRequest(channel, request_seq, command, "<unknown>")
+            known_request = False
+
+        if not success:
+            body.cause = request
+
+        response = Response(channel, seq, request, body, json=message_dict)
+
+        with channel:
+            request.response = response
+            request._enqueue_response_handlers()
+
+        if known_request:
+            return response
+        else:
+            raise response.isnt_valid(
+                "request_seq={0} does not match any known request", request_seq
+            )
+
+
+class Disconnect(Message):
+    """A dummy message used to represent disconnect. It's always the last message
+    received from any channel.
+    """
+
+    def __init__(self, channel):
+        super().__init__(channel, None)
+
+    def describe(self):
+        return f"disconnect from {self.channel}"
+
+
+class MessageHandlingError(Exception):
+    """Indicates that a message couldn't be handled for some reason.
+
+    If the reason is a contract violation - i.e. the message that was handled did not
+    conform to the protocol specification - InvalidMessageError, which is a subclass,
+    should be used instead.
+
+    If any message handler raises an exception not derived from this class, it will
+    escape the message loop unhandled, and terminate the process.
+
+    If any message handler raises this exception, but applies_to(message) is False, it
+    is treated as if it was a generic exception, as desribed above. Thus, if a request
+    handler issues another request of its own, and that one fails, the failure is not
+    silently propagated. However, a request that is delegated via Request.delegate()
+    will also propagate failures back automatically. For manual propagation, catch the
+    exception, and call exc.propagate().
+
+    If any event handler raises this exception, and applies_to(event) is True, the
+    exception is silently swallowed by the message loop.
+
+    If any request handler raises this exception, and applies_to(request) is True, the
+    exception is silently swallowed by the message loop, and a failure response is sent
+    with "message" set to str(reason).
+
+    Note that, while errors are not logged when they're swallowed by the message loop,
+    by that time they have already been logged by their __init__ (when instantiated).
+    """
+
+    def __init__(self, reason, cause=None, silent=False):
+        """Creates a new instance of this class, and immediately logs the exception.
+
+        Message handling errors are logged immediately unless silent=True, so that the
+        precise context in which they occured can be determined from the surrounding
+        log entries.
+        """
+
+        self.reason = reason
+        """Why it couldn't be handled. This can be any object, but usually it's either
+        str or Exception.
+        """
+
+        assert cause is None or isinstance(cause, Message)
+        self.cause = cause
+        """The Message object for the message that couldn't be handled. For responses
+        to unknown requests, this is a synthetic Request.
+        """
+
+        if not silent:
+            try:
+                raise self
+            except MessageHandlingError:
+                log.swallow_exception()
+
+    def __hash__(self):
+        return hash((self.reason, id(self.cause)))
+
+    def __eq__(self, other):
+        if not isinstance(other, MessageHandlingError):
+            return NotImplemented
+        if type(self) is not type(other):
+            return NotImplemented
+        if self.reason != other.reason:
+            return False
+        if self.cause is not None and other.cause is not None:
+            if self.cause.seq != other.cause.seq:
+                return False
+        return True
+
+    def __ne__(self, other):
+        return not self == other
+
+    def __str__(self):
+        return str(self.reason)
+
+    def __repr__(self):
+        s = type(self).__name__
+        if self.cause is None:
+            s += f"reason={self.reason!r})"
+        else:
+            s += f"channel={self.cause.channel.name!r}, cause={self.cause.seq!r}, reason={self.reason!r})"
+        return s
+
+    def applies_to(self, message):
+        """Whether this MessageHandlingError can be treated as a reason why the
+        handling of message failed.
+
+        If self.cause is None, this is always true.
+
+        If self.cause is not None, this is only true if cause is message.
+        """
+        return self.cause is None or self.cause is message
+
+    def propagate(self, new_cause):
+        """Propagates this error, raising a new instance of the same class with the
+        same reason, but a different cause.
+        """
+        raise type(self)(self.reason, new_cause, silent=True)
+
+
+class InvalidMessageError(MessageHandlingError):
+    """Indicates that an incoming message did not follow the protocol specification -
+    for example, it was missing properties that are required, or the message itself
+    is not allowed in the current state.
+
+    Raised by MessageDict in lieu of KeyError for missing keys.
+    """
+
+    PREFIX = "Invalid message: "
+    """Automatically prepended to the "message" property in JSON responses, when the
+    handler raises InvalidMessageError.
+
+    If a failed response has "message" property that starts with this prefix, it is
+    reported as InvalidMessageError rather than MessageHandlingError.
+    """
+
+    def __str__(self):
+        return InvalidMessageError.PREFIX + str(self.reason)
+
+
+class JsonMessageChannel(object):
+    """Implements a JSON message channel on top of a raw JSON message stream, with
+    support for DAP requests, responses, and events.
+
+    The channel can be locked for exclusive use via the with-statement::
+
+        with channel:
+            channel.send_request(...)
+            # No interleaving messages can be sent here from other threads.
+            channel.send_event(...)
+    """
+
+    def __init__(self, stream, handlers=None, name=None):
+        self.stream = stream
+        self.handlers = handlers
+        self.name = name if name is not None else stream.name
+        self.started = False
+        self._lock = threading.RLock()
+        self._closed = False
+        self._seq_iter = itertools.count(1)
+        self._sent_requests = {}  # {seq: Request}
+        self._handler_queue = []  # [(what, handler)]
+        self._handlers_enqueued = threading.Condition(self._lock)
+        self._handler_thread = None
+        self._parser_thread = None
+
+    def __str__(self):
+        return self.name
+
+    def __repr__(self):
+        return f"{type(self).__name__}({self.name!r})"
+
+    def __enter__(self):
+        self._lock.acquire()
+        return self
+
+    def __exit__(self, exc_type, exc_value, exc_tb):
+        self._lock.release()
+
+    def close(self):
+        """Closes the underlying stream.
+
+        This does not immediately terminate any handlers that are already executing,
+        but they will be unable to respond. No new request or event handlers will
+        execute after this method is called, even for messages that have already been
+        received. However, response handlers will continue to executed for any request
+        that is still pending, as will any handlers registered via on_response().
+        """
+        with self:
+            if not self._closed:
+                self._closed = True
+                self.stream.close()
+
+    def start(self):
+        """Starts a message loop which parses incoming messages and invokes handlers
+        for them on a background thread, until the channel is closed.
+
+        Incoming messages, including responses to requests, will not be processed at
+        all until this is invoked.
+        """
+
+        assert not self.started
+        self.started = True
+
+        self._parser_thread = threading.Thread(
+            target=self._parse_incoming_messages, name=f"{self} message parser"
+        )
+
+        hide_thread_from_debugger(self._parser_thread)
+        self._parser_thread.daemon = True
+        self._parser_thread.start()
+
+    def wait(self):
+        """Waits for the message loop to terminate, and for all enqueued Response
+        message handlers to finish executing.
+        """
+        parser_thread = self._parser_thread
+        try:
+            if parser_thread is not None:
+                parser_thread.join()
+        except AssertionError:
+            log.debug("Handled error joining parser thread.")
+        try:
+            handler_thread = self._handler_thread
+            if handler_thread is not None:
+                handler_thread.join()
+        except AssertionError:
+            log.debug("Handled error joining handler thread.")
+
+    # Order of keys for _prettify() - follows the order of properties in
+    # https://microsoft.github.io/debug-adapter-protocol/specification
+    _prettify_order = (
+        "seq",
+        "type",
+        "request_seq",
+        "success",
+        "command",
+        "event",
+        "message",
+        "arguments",
+        "body",
+        "error",
+    )
+
+    def _prettify(self, message_dict):
+        """Reorders items in a MessageDict such that it is more readable."""
+        for key in self._prettify_order:
+            if key not in message_dict:
+                continue
+            value = message_dict[key]
+            del message_dict[key]
+            message_dict[key] = value
+
+    @contextlib.contextmanager
+    def _send_message(self, message):
+        """Sends a new message to the other party.
+
+        Generates a new sequence number for the message, and provides it to the
+        caller before the message is sent, using the context manager protocol::
+
+            with send_message(...) as seq:
+                # The message hasn't been sent yet.
+                ...
+            # Now the message has been sent.
+
+        Safe to call concurrently for the same channel from different threads.
+        """
+
+        assert "seq" not in message
+        with self:
+            seq = next(self._seq_iter)
+
+        message = MessageDict(None, message)
+        message["seq"] = seq
+        self._prettify(message)
+
+        with self:
+            yield seq
+            self.stream.write_json(message)
+
+    def send_request(self, command, arguments=None, on_before_send=None):
+        """Sends a new request, and returns the OutgoingRequest object for it.
+
+        If arguments is None or {}, "arguments" will be omitted in JSON.
+
+        If on_before_send is not None, invokes on_before_send() with the request
+        object as the sole argument, before the request actually gets sent.
+
+        Does not wait for response - use OutgoingRequest.wait_for_response().
+
+        Safe to call concurrently for the same channel from different threads.
+        """
+
+        d = {"type": "request", "command": command}
+        if arguments is not None and arguments != {}:
+            d["arguments"] = arguments
+
+        with self._send_message(d) as seq:
+            request = OutgoingRequest(self, seq, command, arguments)
+            if on_before_send is not None:
+                on_before_send(request)
+            self._sent_requests[seq] = request
+        return request
+
+    def send_event(self, event, body=None):
+        """Sends a new event.
+
+        If body is None or {}, "body" will be omitted in JSON.
+
+        Safe to call concurrently for the same channel from different threads.
+        """
+
+        d = {"type": "event", "event": event}
+        if body is not None and body != {}:
+            d["body"] = body
+
+        with self._send_message(d):
+            pass
+
+    def request(self, *args, **kwargs):
+        """Same as send_request(...).wait_for_response()"""
+        return self.send_request(*args, **kwargs).wait_for_response()
+
+    def propagate(self, message):
+        """Sends a new message with the same type and payload.
+
+        If it was a request, returns the new OutgoingRequest object for it.
+        """
+        assert message.is_request() or message.is_event()
+        if message.is_request():
+            return self.send_request(message.command, message.arguments)
+        else:
+            self.send_event(message.event, message.body)
+
+    def delegate(self, message):
+        """Like propagate(message).wait_for_response(), but will also propagate
+        any resulting MessageHandlingError back.
+        """
+        try:
+            result = self.propagate(message)
+            if result.is_request():
+                result = result.wait_for_response()
+            return result
+        except MessageHandlingError as exc:
+            exc.propagate(message)
+
+    def _parse_incoming_messages(self):
+        log.debug("Starting message loop for channel {0}", self)
+        try:
+            while True:
+                self._parse_incoming_message()
+
+        except NoMoreMessages as exc:
+            log.debug("Exiting message loop for channel {0}: {1}", self, exc)
+            with self:
+                # Generate dummy responses for all outstanding requests.
+                err_message = str(exc)
+
+                # Response._parse() will remove items from _sent_requests, so
+                # make a snapshot before iterating.
+                sent_requests = list(self._sent_requests.values())
+
+                for request in sent_requests:
+                    response_json = MessageDict(
+                        None,
+                        {
+                            "seq": -1,
+                            "request_seq": request.seq,
+                            "command": request.command,
+                            "success": False,
+                            "message": err_message,
+                        },
+                    )
+                    Response._parse(self, response_json, body=exc)
+                assert not len(self._sent_requests)
+
+                self._enqueue_handlers(Disconnect(self), self._handle_disconnect)
+                self.close()
+
+    _message_parsers = {
+        "event": Event._parse,
+        "request": Request._parse,
+        "response": Response._parse,
+    }
+
+    def _parse_incoming_message(self):
+        """Reads incoming messages, parses them, and puts handlers into the queue
+        for _run_handlers() to invoke, until the channel is closed.
+        """
+
+        # Set up a dedicated decoder for this message, to create MessageDict instances
+        # for all JSON objects, and track them so that they can be later wired up to
+        # the Message they belong to, once it is instantiated.
+        def object_hook(d):
+            d = MessageDict(None, d)
+            if "seq" in d:
+                self._prettify(d)
+            d.associate_with = associate_with
+            message_dicts.append(d)
+            return d
+
+        # A hack to work around circular dependency between messages, and instances of
+        # MessageDict in their payload. We need to set message for all of them, but it
+        # cannot be done until the actual Message is created - which happens after the
+        # dicts are created during deserialization.
+        #
+        # So, upon deserialization, every dict in the message payload gets a method
+        # that can be called to set MessageDict.message for *all* dicts belonging to
+        # that message. This method can then be invoked on the top-level dict by the
+        # parser, after it has parsed enough of the dict to create the appropriate
+        # instance of Event, Request, or Response for this message.
+        def associate_with(message):
+            for d in message_dicts:
+                d.message = message
+                del d.associate_with
+
+        message_dicts = []
+        decoder = self.stream.json_decoder_factory(object_hook=object_hook)
+        message_dict = self.stream.read_json(decoder)
+        assert isinstance(message_dict, MessageDict)  # make sure stream used decoder
+
+        msg_type = message_dict("type", json.enum("event", "request", "response"))
+        parser = self._message_parsers[msg_type]
+        try:
+            parser(self, message_dict)
+        except InvalidMessageError as exc:
+            log.error(
+                "Failed to parse message in channel {0}: {1} in:\n{2}",
+                self,
+                str(exc),
+                json.repr(message_dict),
+            )
+        except Exception as exc:
+            if isinstance(exc, NoMoreMessages) and exc.stream is self.stream:
+                raise
+            log.swallow_exception(
+                "Fatal error in channel {0} while parsing:\n{1}",
+                self,
+                json.repr(message_dict),
+            )
+            os._exit(1)
+
+    def _enqueue_handlers(self, what, *handlers):
+        """Enqueues handlers for _run_handlers() to run.
+
+        `what` is the Message being handled, and is used for logging purposes.
+
+        If the background thread with _run_handlers() isn't running yet, starts it.
+        """
+
+        with self:
+            self._handler_queue.extend((what, handler) for handler in handlers)
+            self._handlers_enqueued.notify_all()
+
+            # If there is anything to handle, but there's no handler thread yet,
+            # spin it up. This will normally happen only once, on the first call
+            # to _enqueue_handlers(), and that thread will run all the handlers
+            # for parsed messages. However, this can also happen is somebody calls
+            # Request.on_response() - possibly concurrently from multiple threads -
+            # after the channel has already been closed, and the initial handler
+            # thread has exited. In this case, we spin up a new thread just to run
+            # the enqueued response handlers, and it will exit as soon as it's out
+            # of handlers to run.
+            if len(self._handler_queue) and self._handler_thread is None:
+                self._handler_thread = threading.Thread(
+                    target=self._run_handlers,
+                    name=f"{self} message handler",
+                )
+                hide_thread_from_debugger(self._handler_thread)
+                self._handler_thread.start()
+
+    def _run_handlers(self):
+        """Runs enqueued handlers until the channel is closed, or until the handler
+        queue is empty once the channel is closed.
+        """
+
+        while True:
+            with self:
+                closed = self._closed
+            if closed:
+                # Wait for the parser thread to wrap up and enqueue any remaining
+                # handlers, if it is still running.
+                self._parser_thread.join()
+                # From this point on, _enqueue_handlers() can only get called
+                # from Request.on_response().
+
+            with self:
+                if not closed and not len(self._handler_queue):
+                    # Wait for something to process.
+                    self._handlers_enqueued.wait()
+
+                # Make a snapshot before releasing the lock.
+                handlers = self._handler_queue[:]
+                del self._handler_queue[:]
+
+                if closed and not len(handlers):
+                    # Nothing to process, channel is closed, and parser thread is
+                    # not running anymore - time to quit! If Request.on_response()
+                    # needs to call _enqueue_handlers() later, it will spin up
+                    # a new handler thread.
+                    self._handler_thread = None
+                    return
+
+            for what, handler in handlers:
+                # If the channel is closed, we don't want to process any more events
+                # or requests - only responses and the final disconnect handler. This
+                # is to guarantee that if a handler calls close() on its own channel,
+                # the corresponding request or event is the last thing to be processed.
+                if closed and handler in (Event._handle, Request._handle):
+                    continue
+
+                with log.prefixed("/handling {0}/\n", what.describe()):
+                    try:
+                        handler()
+                    except Exception:
+                        # It's already logged by the handler, so just fail fast.
+                        self.close()
+                        os._exit(1)
+
+    def _get_handler_for(self, type, name):
+        """Returns the handler for a message of a given type."""
+
+        with self:
+            handlers = self.handlers
+
+        for handler_name in (name + "_" + type, type):
+            try:
+                return getattr(handlers, handler_name)
+            except AttributeError:
+                continue
+
+        raise AttributeError(
+            "handler object {0} for channel {1} has no handler for {2} {3!r}".format(
+                util.srcnameof(handlers),
+                self,
+                type,
+                name,
+            )
+        )
+
+    def _handle_disconnect(self):
+        handler = getattr(self.handlers, "disconnect", lambda: None)
+        try:
+            handler()
+        except Exception:
+            log.reraise_exception(
+                "Handler {0}\ncouldn't handle disconnect from {1}:",
+                util.srcnameof(handler),
+                self,
+            )
+
+
+class MessageHandlers(object):
+    """A simple delegating message handlers object for use with JsonMessageChannel.
+    For every argument provided, the object gets an attribute with the corresponding
+    name and value.
+    """
+
+    def __init__(self, **kwargs):
+        for name, func in kwargs.items():
+            setattr(self, name, func)
diff --git a/venv/lib/python3.8/site-packages/debugpy/common/singleton.py b/venv/lib/python3.8/site-packages/debugpy/common/singleton.py
new file mode 100644
index 0000000..d515a4a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/common/singleton.py
@@ -0,0 +1,185 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import functools
+import threading
+
+
+class Singleton(object):
+    """A base class for a class of a singleton object.
+
+    For any derived class T, the first invocation of T() will create the instance,
+    and any future invocations of T() will return that instance.
+
+    Concurrent invocations of T() from different threads are safe.
+    """
+
+    # A dual-lock scheme is necessary to be thread safe while avoiding deadlocks.
+    # _lock_lock is shared by all singleton types, and is used to construct their
+    # respective _lock instances when invoked for a new type. Then _lock is used
+    # to synchronize all further access for that type, including __init__. This way,
+    # __init__ for any given singleton can access another singleton, and not get
+    # deadlocked if that other singleton is trying to access it.
+    _lock_lock = threading.RLock()
+    _lock = None
+
+    # Specific subclasses will get their own _instance set in __new__.
+    _instance = None
+
+    _is_shared = None  # True if shared, False if exclusive
+
+    def __new__(cls, *args, **kwargs):
+        # Allow arbitrary args and kwargs if shared=False, because that is guaranteed
+        # to construct a new singleton if it succeeds. Otherwise, this call might end
+        # up returning an existing instance, which might have been constructed with
+        # different arguments, so allowing them is misleading.
+        assert not kwargs.get("shared", False) or (len(args) + len(kwargs)) == 0, (
+            "Cannot use constructor arguments when accessing a Singleton without "
+            "specifying shared=False."
+        )
+
+        # Avoid locking as much as possible with repeated double-checks - the most
+        # common path is when everything is already allocated.
+        if not cls._instance:
+            # If there's no per-type lock, allocate it.
+            if cls._lock is None:
+                with cls._lock_lock:
+                    if cls._lock is None:
+                        cls._lock = threading.RLock()
+
+            # Now that we have a per-type lock, we can synchronize construction.
+            if not cls._instance:
+                with cls._lock:
+                    if not cls._instance:
+                        cls._instance = object.__new__(cls)
+                        # To prevent having __init__ invoked multiple times, call
+                        # it here directly, and then replace it with a stub that
+                        # does nothing - that stub will get auto-invoked on return,
+                        # and on all future singleton accesses.
+                        cls._instance.__init__()
+                        cls.__init__ = lambda *args, **kwargs: None
+
+        return cls._instance
+
+    def __init__(self, *args, **kwargs):
+        """Initializes the singleton instance. Guaranteed to only be invoked once for
+        any given type derived from Singleton.
+
+        If shared=False, the caller is requesting a singleton instance for their own
+        exclusive use. This is only allowed if the singleton has not been created yet;
+        if so, it is created and marked as being in exclusive use. While it is marked
+        as such, all attempts to obtain an existing instance of it immediately raise
+        an exception. The singleton can eventually be promoted to shared use by calling
+        share() on it.
+        """
+
+        shared = kwargs.pop("shared", True)
+        with self:
+            if shared:
+                assert (
+                    type(self)._is_shared is not False
+                ), "Cannot access a non-shared Singleton."
+                type(self)._is_shared = True
+            else:
+                assert type(self)._is_shared is None, "Singleton is already created."
+
+    def __enter__(self):
+        """Lock this singleton to prevent concurrent access."""
+        type(self)._lock.acquire()
+        return self
+
+    def __exit__(self, exc_type, exc_value, exc_tb):
+        """Unlock this singleton to allow concurrent access."""
+        type(self)._lock.release()
+
+    def share(self):
+        """Share this singleton, if it was originally created with shared=False."""
+        type(self)._is_shared = True
+
+
+class ThreadSafeSingleton(Singleton):
+    """A singleton that incorporates a lock for thread-safe access to its members.
+
+    The lock can be acquired using the context manager protocol, and thus idiomatic
+    use is in conjunction with a with-statement. For example, given derived class T::
+
+        with T() as t:
+            t.x = t.frob(t.y)
+
+    All access to the singleton from the outside should follow this pattern for both
+    attributes and method calls. Singleton members can assume that self is locked by
+    the caller while they're executing, but recursive locking of the same singleton
+    on the same thread is also permitted.
+    """
+
+    threadsafe_attrs = frozenset()
+    """Names of attributes that are guaranteed to be used in a thread-safe manner.
+
+    This is typically used in conjunction with share() to simplify synchronization.
+    """
+
+    readonly_attrs = frozenset()
+    """Names of attributes that are readonly. These can be read without locking, but
+    cannot be written at all.
+
+    Every derived class gets its own separate set. Thus, for any given singleton type
+    T, an attribute can be made readonly after setting it, with T.readonly_attrs.add().
+    """
+
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+        # Make sure each derived class gets a separate copy.
+        type(self).readonly_attrs = set(type(self).readonly_attrs)
+
+    # Prevent callers from reading or writing attributes without locking, except for
+    # reading attributes listed in threadsafe_attrs, and methods specifically marked
+    # with @threadsafe_method. Such methods should perform the necessary locking to
+    # ensure thread safety for the callers.
+
+    @staticmethod
+    def assert_locked(self):
+        lock = type(self)._lock
+        assert lock.acquire(blocking=False), (
+            "ThreadSafeSingleton accessed without locking. Either use with-statement, "
+            "or if it is a method or property, mark it as @threadsafe_method or with "
+            "@autolocked_method, as appropriate."
+        )
+        lock.release()
+
+    def __getattribute__(self, name):
+        value = object.__getattribute__(self, name)
+        if name not in (type(self).threadsafe_attrs | type(self).readonly_attrs):
+            if not getattr(value, "is_threadsafe_method", False):
+                ThreadSafeSingleton.assert_locked(self)
+        return value
+
+    def __setattr__(self, name, value):
+        assert name not in type(self).readonly_attrs, "This attribute is read-only."
+        if name not in type(self).threadsafe_attrs:
+            ThreadSafeSingleton.assert_locked(self)
+        return object.__setattr__(self, name, value)
+
+
+def threadsafe_method(func):
+    """Marks a method of a ThreadSafeSingleton-derived class as inherently thread-safe.
+
+    A method so marked must either not use any singleton state, or lock it appropriately.
+    """
+
+    func.is_threadsafe_method = True
+    return func
+
+
+def autolocked_method(func):
+    """Automatically synchronizes all calls of a method of a ThreadSafeSingleton-derived
+    class by locking the singleton for the duration of each call.
+    """
+
+    @functools.wraps(func)
+    @threadsafe_method
+    def lock_and_call(self, *args, **kwargs):
+        with self:
+            return func(self, *args, **kwargs)
+
+    return lock_and_call
diff --git a/venv/lib/python3.8/site-packages/debugpy/common/sockets.py b/venv/lib/python3.8/site-packages/debugpy/common/sockets.py
new file mode 100644
index 0000000..e5f820d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/common/sockets.py
@@ -0,0 +1,122 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import socket
+import sys
+import threading
+
+from debugpy.common import log
+from debugpy.common.util import hide_thread_from_debugger
+
+
+def create_server(host, port=0, backlog=socket.SOMAXCONN, timeout=None):
+    """Return a local server socket listening on the given port."""
+
+    assert backlog > 0
+    if host is None:
+        host = "127.0.0.1"
+    if port is None:
+        port = 0
+
+    try:
+        server = _new_sock()
+        server.bind((host, port))
+        if timeout is not None:
+            server.settimeout(timeout)
+        server.listen(backlog)
+    except Exception:
+        server.close()
+        raise
+    return server
+
+
+def create_client():
+    """Return a client socket that may be connected to a remote address."""
+    return _new_sock()
+
+
+def _new_sock():
+    sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM, socket.IPPROTO_TCP)
+    if sys.platform == "win32":
+        sock.setsockopt(socket.SOL_SOCKET, socket.SO_EXCLUSIVEADDRUSE, 1)
+    else:
+        sock.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1)
+
+    # Set TCP keepalive on an open socket.
+    # It activates after 1 second (TCP_KEEPIDLE,) of idleness,
+    # then sends a keepalive ping once every 3 seconds (TCP_KEEPINTVL),
+    # and closes the connection after 5 failed ping (TCP_KEEPCNT), or 15 seconds
+    try:
+        sock.setsockopt(socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1)
+    except (AttributeError, OSError):
+        pass  # May not be available everywhere.
+    try:
+        sock.setsockopt(socket.IPPROTO_TCP, socket.TCP_KEEPIDLE, 1)
+    except (AttributeError, OSError):
+        pass  # May not be available everywhere.
+    try:
+        sock.setsockopt(socket.IPPROTO_TCP, socket.TCP_KEEPINTVL, 3)
+    except (AttributeError, OSError):
+        pass  # May not be available everywhere.
+    try:
+        sock.setsockopt(socket.IPPROTO_TCP, socket.TCP_KEEPCNT, 5)
+    except (AttributeError, OSError):
+        pass  # May not be available everywhere.
+    return sock
+
+
+def shut_down(sock, how=socket.SHUT_RDWR):
+    """Shut down the given socket."""
+    sock.shutdown(how)
+
+
+def close_socket(sock):
+    """Shutdown and close the socket."""
+    try:
+        shut_down(sock)
+    except Exception:
+        pass
+    sock.close()
+
+
+def serve(name, handler, host, port=0, backlog=socket.SOMAXCONN, timeout=None):
+    """Accepts TCP connections on the specified host and port, and invokes the
+    provided handler function for every new connection.
+
+    Returns the created server socket.
+    """
+
+    assert backlog > 0
+
+    try:
+        listener = create_server(host, port, backlog, timeout)
+    except Exception:
+        log.reraise_exception(
+            "Error listening for incoming {0} connections on {1}:{2}:", name, host, port
+        )
+    host, port = listener.getsockname()
+    log.info("Listening for incoming {0} connections on {1}:{2}...", name, host, port)
+
+    def accept_worker():
+        while True:
+            try:
+                sock, (other_host, other_port) = listener.accept()
+            except (OSError, socket.error):
+                # Listener socket has been closed.
+                break
+
+            log.info(
+                "Accepted incoming {0} connection from {1}:{2}.",
+                name,
+                other_host,
+                other_port,
+            )
+            handler(sock)
+
+    thread = threading.Thread(target=accept_worker)
+    thread.daemon = True
+    hide_thread_from_debugger(thread)
+    thread.start()
+
+    return listener
diff --git a/venv/lib/python3.8/site-packages/debugpy/common/stacks.py b/venv/lib/python3.8/site-packages/debugpy/common/stacks.py
new file mode 100644
index 0000000..a7bd16f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/common/stacks.py
@@ -0,0 +1,62 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+"""Provides facilities to dump all stacks of all threads in the process.
+"""
+
+import os
+import sys
+import time
+import threading
+import traceback
+
+from debugpy.common import log
+
+
+def dump():
+    """Dump stacks of all threads in this process, except for the current thread."""
+
+    tid = threading.current_thread().ident
+    pid = os.getpid()
+
+    log.info("Dumping stacks for process {0}...", pid)
+
+    for t_ident, frame in sys._current_frames().items():
+        if t_ident == tid:
+            continue
+
+        for t in threading.enumerate():
+            if t.ident == tid:
+                t_name = t.name
+                t_daemon = t.daemon
+                break
+        else:
+            t_name = t_daemon = "<unknown>"
+
+        stack = "".join(traceback.format_stack(frame))
+        log.info(
+            "Stack of thread {0} (tid={1}, pid={2}, daemon={3}):\n\n{4}",
+            t_name,
+            t_ident,
+            pid,
+            t_daemon,
+            stack,
+        )
+
+    log.info("Finished dumping stacks for process {0}.", pid)
+
+
+def dump_after(secs):
+    """Invokes dump() on a background thread after waiting for the specified time."""
+
+    def dumper():
+        time.sleep(secs)
+        try:
+            dump()
+        except:
+            log.swallow_exception()
+
+    thread = threading.Thread(target=dumper)
+    thread.daemon = True
+    thread.start()
diff --git a/venv/lib/python3.8/site-packages/debugpy/common/timestamp.py b/venv/lib/python3.8/site-packages/debugpy/common/timestamp.py
new file mode 100644
index 0000000..2913b60
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/common/timestamp.py
@@ -0,0 +1,22 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+"""Provides monotonic timestamps with a resetable zero.
+"""
+
+import time
+
+__all__ = ["current", "reset"]
+
+
+def current():
+    return time.monotonic() - timestamp_zero
+
+
+def reset():
+    global timestamp_zero
+    timestamp_zero = time.monotonic()
+
+
+reset()
diff --git a/venv/lib/python3.8/site-packages/debugpy/common/util.py b/venv/lib/python3.8/site-packages/debugpy/common/util.py
new file mode 100644
index 0000000..54850a0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/common/util.py
@@ -0,0 +1,164 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import inspect
+import os
+import sys
+
+
+def evaluate(code, path=__file__, mode="eval"):
+    # Setting file path here to avoid breaking here if users have set
+    # "break on exception raised" setting. This code can potentially run
+    # in user process and is indistinguishable if the path is not set.
+    # We use the path internally to skip exception inside the debugger.
+    expr = compile(code, path, "eval")
+    return eval(expr, {}, sys.modules)
+
+
+class Observable(object):
+    """An object with change notifications."""
+
+    observers = ()  # used when attributes are set before __init__ is invoked
+
+    def __init__(self):
+        self.observers = []
+
+    def __setattr__(self, name, value):
+        try:
+            return super().__setattr__(name, value)
+        finally:
+            for ob in self.observers:
+                ob(self, name)
+
+
+class Env(dict):
+    """A dict for environment variables."""
+
+    @staticmethod
+    def snapshot():
+        """Returns a snapshot of the current environment."""
+        return Env(os.environ)
+
+    def copy(self, updated_from=None):
+        result = Env(self)
+        if updated_from is not None:
+            result.update(updated_from)
+        return result
+
+    def prepend_to(self, key, entry):
+        """Prepends a new entry to a PATH-style environment variable, creating
+        it if it doesn't exist already.
+        """
+        try:
+            tail = os.path.pathsep + self[key]
+        except KeyError:
+            tail = ""
+        self[key] = entry + tail
+
+
+def force_str(s, encoding, errors="strict"):
+    """Converts s to str, using the provided encoding. If s is already str,
+    it is returned as is.
+    """
+    return s.decode(encoding, errors) if isinstance(s, bytes) else str(s)
+
+
+def force_bytes(s, encoding, errors="strict"):
+    """Converts s to bytes, using the provided encoding. If s is already bytes,
+    it is returned as is.
+
+    If errors="strict" and s is bytes, its encoding is verified by decoding it;
+    UnicodeError is raised if it cannot be decoded.
+    """
+    if isinstance(s, str):
+        return s.encode(encoding, errors)
+    else:
+        s = bytes(s)
+        if errors == "strict":
+            # Return value ignored - invoked solely for verification.
+            s.decode(encoding, errors)
+        return s
+
+
+def force_ascii(s, errors="strict"):
+    """Same as force_bytes(s, "ascii", errors)"""
+    return force_bytes(s, "ascii", errors)
+
+
+def force_utf8(s, errors="strict"):
+    """Same as force_bytes(s, "utf8", errors)"""
+    return force_bytes(s, "utf8", errors)
+
+
+def nameof(obj, quote=False):
+    """Returns the most descriptive name of a Python module, class, or function,
+    as a Unicode string
+
+    If quote=True, name is quoted with repr().
+
+    Best-effort, but guaranteed to not fail - always returns something.
+    """
+
+    try:
+        name = obj.__qualname__
+    except Exception:
+        try:
+            name = obj.__name__
+        except Exception:
+            # Fall back to raw repr(), and skip quoting.
+            try:
+                name = repr(obj)
+            except Exception:
+                return "<unknown>"
+            else:
+                quote = False
+
+    if quote:
+        try:
+            name = repr(name)
+        except Exception:
+            pass
+
+    return force_str(name, "utf-8", "replace")
+
+
+def srcnameof(obj):
+    """Returns the most descriptive name of a Python module, class, or function,
+    including source information (filename and linenumber), if available.
+
+    Best-effort, but guaranteed to not fail - always returns something.
+    """
+
+    name = nameof(obj, quote=True)
+
+    # Get the source information if possible.
+    try:
+        src_file = inspect.getsourcefile(obj)
+    except Exception:
+        pass
+    else:
+        name += f" (file {src_file!r}"
+        try:
+            _, src_lineno = inspect.getsourcelines(obj)
+        except Exception:
+            pass
+        else:
+            name += f", line {src_lineno}"
+        name += ")"
+
+    return name
+
+
+def hide_debugpy_internals():
+    """Returns True if the caller should hide something from debugpy."""
+    return "DEBUGPY_TRACE_DEBUGPY" not in os.environ
+
+
+def hide_thread_from_debugger(thread):
+    """Disables tracing for the given thread if DEBUGPY_TRACE_DEBUGPY is not set.
+    DEBUGPY_TRACE_DEBUGPY is used to debug debugpy with debugpy
+    """
+    if hide_debugpy_internals():
+        thread.pydev_do_not_trace = True
+        thread.is_pydev_daemon_thread = True
diff --git a/venv/lib/python3.8/site-packages/debugpy/launcher/__init__.py b/venv/lib/python3.8/site-packages/debugpy/launcher/__init__.py
new file mode 100644
index 0000000..a6e0934
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/launcher/__init__.py
@@ -0,0 +1,32 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+__all__ = []
+
+
+adapter_host = None
+"""The host on which adapter is running and listening for incoming connections
+from the launcher and the servers."""
+
+channel = None
+"""DAP message channel to the adapter."""
+
+
+def connect(host, port):
+    from debugpy.common import log, messaging, sockets
+    from debugpy.launcher import handlers
+
+    global channel, adapter_host
+    assert channel is None
+    assert adapter_host is None
+
+    log.info("Connecting to adapter at {0}:{1}", host, port)
+
+    sock = sockets.create_client()
+    sock.connect((host, port))
+    adapter_host = host
+
+    stream = messaging.JsonIOStream.from_socket(sock, "Adapter")
+    channel = messaging.JsonMessageChannel(stream, handlers=handlers)
+    channel.start()
diff --git a/venv/lib/python3.8/site-packages/debugpy/launcher/__main__.py b/venv/lib/python3.8/site-packages/debugpy/launcher/__main__.py
new file mode 100644
index 0000000..cff18b5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/launcher/__main__.py
@@ -0,0 +1,91 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+__all__ = ["main"]
+
+import locale
+import signal
+import sys
+
+# WARNING: debugpy and submodules must not be imported on top level in this module,
+# and should be imported locally inside main() instead.
+
+
+def main():
+    from debugpy import launcher
+    from debugpy.common import log
+    from debugpy.launcher import debuggee
+
+    log.to_file(prefix="debugpy.launcher")
+    log.describe_environment("debugpy.launcher startup environment:")
+
+    if sys.platform == "win32":
+        # For windows, disable exceptions on Ctrl+C - we want to allow the debuggee
+        # process to handle these, or not, as it sees fit. If the debuggee exits
+        # on Ctrl+C, the launcher will also exit, so it doesn't need to observe
+        # the signal directly.
+        signal.signal(signal.SIGINT, signal.SIG_IGN)
+
+    # Everything before "--" is command line arguments for the launcher itself,
+    # and everything after "--" is command line arguments for the debuggee.
+    log.info("sys.argv before parsing: {0}", sys.argv)
+    sep = sys.argv.index("--")
+    launcher_argv = sys.argv[1:sep]
+    sys.argv[:] = [sys.argv[0]] + sys.argv[sep + 1 :]
+    log.info("sys.argv after patching: {0}", sys.argv)
+
+    # The first argument specifies the host/port on which the adapter is waiting
+    # for launcher to connect. It's either host:port, or just port.
+    adapter = launcher_argv[0]
+    host, sep, port = adapter.partition(":")
+    if not sep:
+        host = "127.0.0.1"
+        port = adapter
+    port = int(port)
+
+    launcher.connect(host, port)
+    launcher.channel.wait()
+
+    if debuggee.process is not None:
+        sys.exit(debuggee.process.returncode)
+
+
+if __name__ == "__main__":
+    # debugpy can also be invoked directly rather than via -m. In this case, the first
+    # entry on sys.path is the one added automatically by Python for the directory
+    # containing this file. This means that import debugpy will not work, since we need
+    # the parent directory of debugpy/ to be in sys.path, rather than debugpy/launcher/.
+    #
+    # The other issue is that many other absolute imports will break, because they
+    # will be resolved relative to debugpy/launcher/ - e.g. `import state` will then try
+    # to import debugpy/launcher/state.py.
+    #
+    # To fix both, we need to replace the automatically added entry such that it points
+    # at parent directory of debugpy/ instead of debugpy/launcher, import debugpy with that
+    # in sys.path, and then remove the first entry entry altogether, so that it doesn't
+    # affect any further imports we might do. For example, suppose the user did:
+    #
+    #   python /foo/bar/debugpy/launcher ...
+    #
+    # At the beginning of this script, sys.path will contain "/foo/bar/debugpy/launcher"
+    # as the first entry. What we want is to replace it with "/foo/bar', then import
+    # debugpy with that in effect, and then remove the replaced entry before any more
+    # code runs. The imported debugpy module will remain in sys.modules, and thus all
+    # future imports of it or its submodules will resolve accordingly.
+    if "debugpy" not in sys.modules:
+        # Do not use dirname() to walk up - this can be a relative path, e.g. ".".
+        sys.path[0] = sys.path[0] + "/../../"
+        __import__("debugpy")
+        del sys.path[0]
+
+    # Apply OS-global and user-specific locale settings.
+    try:
+        locale.setlocale(locale.LC_ALL, "")
+    except Exception:
+        # On POSIX, locale is set via environment variables, and this can fail if
+        # those variables reference a non-existing locale. Ignore and continue using
+        # the default "C" locale if so.
+        pass
+
+    main()
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diff --git a/venv/lib/python3.8/site-packages/debugpy/launcher/debuggee.py b/venv/lib/python3.8/site-packages/debugpy/launcher/debuggee.py
new file mode 100644
index 0000000..2d85288
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/launcher/debuggee.py
@@ -0,0 +1,249 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import atexit
+import ctypes
+import os
+import signal
+import struct
+import subprocess
+import sys
+import threading
+
+from debugpy import launcher
+from debugpy.common import log, messaging
+from debugpy.launcher import output
+
+if sys.platform == "win32":
+    from debugpy.launcher import winapi
+
+
+process = None
+"""subprocess.Popen instance for the debuggee process."""
+
+job_handle = None
+"""On Windows, the handle for the job object to which the debuggee is assigned."""
+
+wait_on_exit_predicates = []
+"""List of functions that determine whether to pause after debuggee process exits.
+
+Every function is invoked with exit code as the argument. If any of the functions
+returns True, the launcher pauses and waits for user input before exiting.
+"""
+
+
+def describe():
+    return f"Debuggee[PID={process.pid}]"
+
+
+def spawn(process_name, cmdline, env, redirect_output):
+    log.info(
+        "Spawning debuggee process:\n\n"
+        "Command line: {0!r}\n\n"
+        "Environment variables: {1!r}\n\n",
+        cmdline,
+        env,
+    )
+
+    close_fds = set()
+    try:
+        if redirect_output:
+            # subprocess.PIPE behavior can vary substantially depending on Python version
+            # and platform; using our own pipes keeps it simple, predictable, and fast.
+            stdout_r, stdout_w = os.pipe()
+            stderr_r, stderr_w = os.pipe()
+            close_fds |= {stdout_r, stdout_w, stderr_r, stderr_w}
+            kwargs = dict(stdout=stdout_w, stderr=stderr_w)
+        else:
+            kwargs = {}
+
+        if sys.platform != "win32":
+
+            def preexec_fn():
+                try:
+                    # Start the debuggee in a new process group, so that the launcher can
+                    # kill the entire process tree later.
+                    os.setpgrp()
+
+                    # Make the new process group the foreground group in its session, so
+                    # that it can interact with the terminal. The debuggee will receive
+                    # SIGTTOU when tcsetpgrp() is called, and must ignore it.
+                    old_handler = signal.signal(signal.SIGTTOU, signal.SIG_IGN)
+                    try:
+                        tty = os.open("/dev/tty", os.O_RDWR)
+                        try:
+                            os.tcsetpgrp(tty, os.getpgrp())
+                        finally:
+                            os.close(tty)
+                    finally:
+                        signal.signal(signal.SIGTTOU, old_handler)
+                except Exception:
+                    # Not an error - /dev/tty doesn't work when there's no terminal.
+                    log.swallow_exception(
+                        "Failed to set up process group", level="info"
+                    )
+
+            kwargs.update(preexec_fn=preexec_fn)
+
+        try:
+            global process
+            process = subprocess.Popen(cmdline, env=env, bufsize=0, **kwargs)
+        except Exception as exc:
+            raise messaging.MessageHandlingError(
+                "Couldn't spawn debuggee: {0}\n\nCommand line:{1!r}".format(
+                    exc, cmdline
+                )
+            )
+
+        log.info("Spawned {0}.", describe())
+
+        if sys.platform == "win32":
+            # Assign the debuggee to a new job object, so that the launcher can kill
+            # the entire process tree later.
+            try:
+                global job_handle
+                job_handle = winapi.kernel32.CreateJobObjectA(None, None)
+
+                job_info = winapi.JOBOBJECT_EXTENDED_LIMIT_INFORMATION()
+                job_info_size = winapi.DWORD(ctypes.sizeof(job_info))
+                winapi.kernel32.QueryInformationJobObject(
+                    job_handle,
+                    winapi.JobObjectExtendedLimitInformation,
+                    ctypes.pointer(job_info),
+                    job_info_size,
+                    ctypes.pointer(job_info_size),
+                )
+
+                job_info.BasicLimitInformation.LimitFlags |= (
+                    # Ensure that the job will be terminated by the OS once the
+                    # launcher exits, even if it doesn't terminate the job explicitly.
+                    winapi.JOB_OBJECT_LIMIT_KILL_ON_JOB_CLOSE
+                    |
+                    # Allow the debuggee to create its own jobs unrelated to ours.
+                    winapi.JOB_OBJECT_LIMIT_BREAKAWAY_OK
+                )
+                winapi.kernel32.SetInformationJobObject(
+                    job_handle,
+                    winapi.JobObjectExtendedLimitInformation,
+                    ctypes.pointer(job_info),
+                    job_info_size,
+                )
+
+                process_handle = winapi.kernel32.OpenProcess(
+                    winapi.PROCESS_TERMINATE | winapi.PROCESS_SET_QUOTA,
+                    False,
+                    process.pid,
+                )
+
+                winapi.kernel32.AssignProcessToJobObject(job_handle, process_handle)
+
+            except Exception:
+                log.swallow_exception("Failed to set up job object", level="warning")
+
+        atexit.register(kill)
+
+        launcher.channel.send_event(
+            "process",
+            {
+                "startMethod": "launch",
+                "isLocalProcess": True,
+                "systemProcessId": process.pid,
+                "name": process_name,
+                "pointerSize": struct.calcsize("P") * 8,
+            },
+        )
+
+        if redirect_output:
+            for category, fd, tee in [
+                ("stdout", stdout_r, sys.stdout),
+                ("stderr", stderr_r, sys.stderr),
+            ]:
+                output.CaptureOutput(describe(), category, fd, tee)
+                close_fds.remove(fd)
+
+        wait_thread = threading.Thread(target=wait_for_exit, name="wait_for_exit()")
+        wait_thread.daemon = True
+        wait_thread.start()
+
+    finally:
+        for fd in close_fds:
+            try:
+                os.close(fd)
+            except Exception:
+                log.swallow_exception(level="warning")
+
+
+def kill():
+    if process is None:
+        return
+
+    try:
+        if process.poll() is None:
+            log.info("Killing {0}", describe())
+            # Clean up the process tree
+            if sys.platform == "win32":
+                # On Windows, kill the job object.
+                winapi.kernel32.TerminateJobObject(job_handle, 0)
+            else:
+                # On POSIX, kill the debuggee's process group.
+                os.killpg(process.pid, signal.SIGKILL)
+    except Exception:
+        log.swallow_exception("Failed to kill {0}", describe())
+
+
+def wait_for_exit():
+    try:
+        code = process.wait()
+        if sys.platform != "win32" and code < 0:
+            # On POSIX, if the process was terminated by a signal, Popen will use
+            # a negative returncode to indicate that - but the actual exit code of
+            # the process is always an unsigned number, and can be determined by
+            # taking the lowest 8 bits of that negative returncode.
+            code &= 0xFF
+    except Exception:
+        log.swallow_exception("Couldn't determine process exit code")
+        code = -1
+
+    log.info("{0} exited with code {1}", describe(), code)
+    output.wait_for_remaining_output()
+
+    # Determine whether we should wait or not before sending "exited", so that any
+    # follow-up "terminate" requests don't affect the predicates.
+    should_wait = any(pred(code) for pred in wait_on_exit_predicates)
+
+    try:
+        launcher.channel.send_event("exited", {"exitCode": code})
+    except Exception:
+        pass
+
+    if should_wait:
+        _wait_for_user_input()
+
+    try:
+        launcher.channel.send_event("terminated")
+    except Exception:
+        pass
+
+
+def _wait_for_user_input():
+    if sys.stdout and sys.stdin and sys.stdin.isatty():
+        from debugpy.common import log
+
+        try:
+            import msvcrt
+        except ImportError:
+            can_getch = False
+        else:
+            can_getch = True
+
+        if can_getch:
+            log.debug("msvcrt available - waiting for user input via getch()")
+            sys.stdout.write("Press any key to continue . . . ")
+            sys.stdout.flush()
+            msvcrt.getch()
+        else:
+            log.debug("msvcrt not available - waiting for user input via read()")
+            sys.stdout.write("Press Enter to continue . . . ")
+            sys.stdout.flush()
+            sys.stdin.read(1)
diff --git a/venv/lib/python3.8/site-packages/debugpy/launcher/handlers.py b/venv/lib/python3.8/site-packages/debugpy/launcher/handlers.py
new file mode 100644
index 0000000..213a5b9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/launcher/handlers.py
@@ -0,0 +1,152 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import os
+import sys
+
+import debugpy
+from debugpy import launcher
+from debugpy.common import json
+from debugpy.launcher import debuggee
+
+
+def launch_request(request):
+    debug_options = set(request("debugOptions", json.array(str)))
+
+    # Handling of properties that can also be specified as legacy "debugOptions" flags.
+    # If property is explicitly set to false, but the flag is in "debugOptions", treat
+    # it as an error. Returns None if the property wasn't explicitly set either way.
+    def property_or_debug_option(prop_name, flag_name):
+        assert prop_name[0].islower() and flag_name[0].isupper()
+
+        value = request(prop_name, bool, optional=True)
+        if value == ():
+            value = None
+
+        if flag_name in debug_options:
+            if value is False:
+                raise request.isnt_valid(
+                    '{0}:false and "debugOptions":[{1}] are mutually exclusive',
+                    json.repr(prop_name),
+                    json.repr(flag_name),
+                )
+            value = True
+
+        return value
+
+    python = request("python", json.array(str, size=(1,)))
+    cmdline = list(python)
+
+    if not request("noDebug", json.default(False)):
+        # see https://github.com/microsoft/debugpy/issues/861
+        if sys.version_info[:2] >= (3, 11):
+            cmdline += ["-X", "frozen_modules=off"]
+
+        port = request("port", int)
+        cmdline += [
+            os.path.dirname(debugpy.__file__),
+            "--connect",
+            launcher.adapter_host + ":" + str(port),
+        ]
+
+        if not request("subProcess", True):
+            cmdline += ["--configure-subProcess", "False"]
+
+        qt_mode = request(
+            "qt",
+            json.enum(
+                "none", "auto", "pyside", "pyside2", "pyqt4", "pyqt5", optional=True
+            ),
+        )
+        cmdline += ["--configure-qt", qt_mode]
+
+        adapter_access_token = request("adapterAccessToken", str, optional=True)
+        if adapter_access_token != ():
+            cmdline += ["--adapter-access-token", adapter_access_token]
+
+        debugpy_args = request("debugpyArgs", json.array(str))
+        cmdline += debugpy_args
+
+    # Use the copy of arguments that was propagated via the command line rather than
+    # "args" in the request itself, to allow for shell expansion.
+    cmdline += sys.argv[1:]
+
+    process_name = request("processName", sys.executable)
+
+    env = os.environ.copy()
+    env_changes = request("env", json.object((str, type(None))))
+    if sys.platform == "win32":
+        # Environment variables are case-insensitive on Win32, so we need to normalize
+        # both dicts to make sure that env vars specified in the debug configuration
+        # overwrite the global env vars correctly. If debug config has entries that
+        # differ in case only, that's an error.
+        env = {k.upper(): v for k, v in os.environ.items()}
+        new_env_changes = {}
+        for k, v in env_changes.items():
+            k_upper = k.upper()
+            if k_upper in new_env_changes:
+                if new_env_changes[k_upper] == v:
+                    continue
+                else:
+                    raise request.isnt_valid(
+                        'Found duplicate in "env": {0}.'.format(k_upper)
+                    )
+            new_env_changes[k_upper] = v
+        env_changes = new_env_changes
+    if "DEBUGPY_TEST" in env:
+        # If we're running as part of a debugpy test, make sure that codecov is not
+        # applied to the debuggee, since it will conflict with pydevd.
+        env.pop("COV_CORE_SOURCE", None)
+    env.update(env_changes)
+    env = {k: v for k, v in env.items() if v is not None}
+
+    if request("gevent", False):
+        env["GEVENT_SUPPORT"] = "True"
+
+    console = request(
+        "console",
+        json.enum(
+            "internalConsole", "integratedTerminal", "externalTerminal", optional=True
+        ),
+    )
+
+    redirect_output = property_or_debug_option("redirectOutput", "RedirectOutput")
+    if redirect_output is None:
+        # If neither the property nor the option were specified explicitly, choose
+        # the default depending on console type - "internalConsole" needs it to
+        # provide any output at all, but it's unnecessary for the terminals.
+        redirect_output = console == "internalConsole"
+    if redirect_output:
+        # sys.stdout buffering must be disabled - otherwise we won't see the output
+        # at all until the buffer fills up.
+        env["PYTHONUNBUFFERED"] = "1"
+        # Force UTF-8 output to minimize data loss due to re-encoding.
+        env["PYTHONIOENCODING"] = "utf-8"
+
+    if property_or_debug_option("waitOnNormalExit", "WaitOnNormalExit"):
+        if console == "internalConsole":
+            raise request.isnt_valid(
+                '"waitOnNormalExit" is not supported for "console":"internalConsole"'
+            )
+        debuggee.wait_on_exit_predicates.append(lambda code: code == 0)
+    if property_or_debug_option("waitOnAbnormalExit", "WaitOnAbnormalExit"):
+        if console == "internalConsole":
+            raise request.isnt_valid(
+                '"waitOnAbnormalExit" is not supported for "console":"internalConsole"'
+            )
+        debuggee.wait_on_exit_predicates.append(lambda code: code != 0)
+
+    debuggee.spawn(process_name, cmdline, env, redirect_output)
+    return {}
+
+
+def terminate_request(request):
+    del debuggee.wait_on_exit_predicates[:]
+    request.respond({})
+    debuggee.kill()
+
+
+def disconnect():
+    del debuggee.wait_on_exit_predicates[:]
+    debuggee.kill()
diff --git a/venv/lib/python3.8/site-packages/debugpy/launcher/output.py b/venv/lib/python3.8/site-packages/debugpy/launcher/output.py
new file mode 100644
index 0000000..70cd521
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/launcher/output.py
@@ -0,0 +1,113 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import codecs
+import os
+import threading
+
+from debugpy import launcher
+from debugpy.common import log
+
+
+class CaptureOutput(object):
+    """Captures output from the specified file descriptor, and tees it into another
+    file descriptor while generating DAP "output" events for it.
+    """
+
+    instances = {}
+    """Keys are output categories, values are CaptureOutput instances."""
+
+    def __init__(self, whose, category, fd, stream):
+        assert category not in self.instances
+        self.instances[category] = self
+        log.info("Capturing {0} of {1}.", category, whose)
+
+        self.category = category
+        self._whose = whose
+        self._fd = fd
+        self._decoder = codecs.getincrementaldecoder("utf-8")(errors="surrogateescape")
+
+        if stream is None:
+            # Can happen if running under pythonw.exe.
+            self._stream = None
+        else:
+            self._stream = stream.buffer
+            encoding = stream.encoding
+            if encoding is None or encoding == "cp65001":
+                encoding = "utf-8"
+            try:
+                self._encode = codecs.getencoder(encoding)
+            except Exception:
+                log.swallow_exception(
+                    "Unsupported {0} encoding {1!r}; falling back to UTF-8.",
+                    category,
+                    encoding,
+                    level="warning",
+                )
+                self._encode = codecs.getencoder("utf-8")
+            else:
+                log.info("Using encoding {0!r} for {1}", encoding, category)
+
+        self._worker_thread = threading.Thread(target=self._worker, name=category)
+        self._worker_thread.start()
+
+    def __del__(self):
+        fd = self._fd
+        if fd is not None:
+            try:
+                os.close(fd)
+            except Exception:
+                pass
+
+    def _worker(self):
+        while self._fd is not None:
+            try:
+                s = os.read(self._fd, 0x1000)
+            except Exception:
+                break
+            if not len(s):
+                break
+            self._process_chunk(s)
+
+        # Flush any remaining data in the incremental decoder.
+        self._process_chunk(b"", final=True)
+
+    def _process_chunk(self, s, final=False):
+        s = self._decoder.decode(s, final=final)
+        if len(s) == 0:
+            return
+
+        try:
+            launcher.channel.send_event(
+                "output", {"category": self.category, "output": s.replace("\r\n", "\n")}
+            )
+        except Exception:
+            pass  # channel to adapter is already closed
+
+        if self._stream is None:
+            return
+
+        try:
+            s, _ = self._encode(s, "surrogateescape")
+            size = len(s)
+            i = 0
+            while i < size:
+                written = self._stream.write(s[i:])
+                self._stream.flush()
+                if written == 0:
+                    # This means that the output stream was closed from the other end.
+                    # Do the same to the debuggee, so that it knows as well.
+                    os.close(self._fd)
+                    self._fd = None
+                    break
+                i += written
+        except Exception:
+            log.swallow_exception("Error printing {0!r} to {1}", s, self.category)
+
+
+def wait_for_remaining_output():
+    """Waits for all remaining output to be captured and propagated."""
+    for category, instance in CaptureOutput.instances.items():
+        log.info("Waiting for remaining {0} of {1}.", category, instance._whose)
+        instance._worker_thread.join()
diff --git a/venv/lib/python3.8/site-packages/debugpy/launcher/winapi.py b/venv/lib/python3.8/site-packages/debugpy/launcher/winapi.py
new file mode 100644
index 0000000..a93dbc7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/launcher/winapi.py
@@ -0,0 +1,104 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import ctypes
+from ctypes.wintypes import BOOL, DWORD, HANDLE, LARGE_INTEGER, LPCSTR, UINT
+
+from debugpy.common import log
+
+
+JOBOBJECTCLASS = ctypes.c_int
+LPDWORD = ctypes.POINTER(DWORD)
+LPVOID = ctypes.c_void_p
+SIZE_T = ctypes.c_size_t
+ULONGLONG = ctypes.c_ulonglong
+
+
+class IO_COUNTERS(ctypes.Structure):
+    _fields_ = [
+        ("ReadOperationCount", ULONGLONG),
+        ("WriteOperationCount", ULONGLONG),
+        ("OtherOperationCount", ULONGLONG),
+        ("ReadTransferCount", ULONGLONG),
+        ("WriteTransferCount", ULONGLONG),
+        ("OtherTransferCount", ULONGLONG),
+    ]
+
+
+class JOBOBJECT_BASIC_LIMIT_INFORMATION(ctypes.Structure):
+    _fields_ = [
+        ("PerProcessUserTimeLimit", LARGE_INTEGER),
+        ("PerJobUserTimeLimit", LARGE_INTEGER),
+        ("LimitFlags", DWORD),
+        ("MinimumWorkingSetSize", SIZE_T),
+        ("MaximumWorkingSetSize", SIZE_T),
+        ("ActiveProcessLimit", DWORD),
+        ("Affinity", SIZE_T),
+        ("PriorityClass", DWORD),
+        ("SchedulingClass", DWORD),
+    ]
+
+
+class JOBOBJECT_EXTENDED_LIMIT_INFORMATION(ctypes.Structure):
+    _fields_ = [
+        ("BasicLimitInformation", JOBOBJECT_BASIC_LIMIT_INFORMATION),
+        ("IoInfo", IO_COUNTERS),
+        ("ProcessMemoryLimit", SIZE_T),
+        ("JobMemoryLimit", SIZE_T),
+        ("PeakProcessMemoryUsed", SIZE_T),
+        ("PeakJobMemoryUsed", SIZE_T),
+    ]
+
+
+JobObjectExtendedLimitInformation = JOBOBJECTCLASS(9)
+
+JOB_OBJECT_LIMIT_BREAKAWAY_OK = 0x00000800
+JOB_OBJECT_LIMIT_KILL_ON_JOB_CLOSE = 0x00002000
+
+PROCESS_TERMINATE = 0x0001
+PROCESS_SET_QUOTA = 0x0100
+
+
+def _errcheck(is_error_result=(lambda result: not result)):
+    def impl(result, func, args):
+        if is_error_result(result):
+            log.debug("{0} returned {1}", func.__name__, result)
+            raise ctypes.WinError()
+        else:
+            return result
+
+    return impl
+
+
+kernel32 = ctypes.windll.kernel32
+
+kernel32.AssignProcessToJobObject.errcheck = _errcheck()
+kernel32.AssignProcessToJobObject.restype = BOOL
+kernel32.AssignProcessToJobObject.argtypes = (HANDLE, HANDLE)
+
+kernel32.CreateJobObjectA.errcheck = _errcheck(lambda result: result == 0)
+kernel32.CreateJobObjectA.restype = HANDLE
+kernel32.CreateJobObjectA.argtypes = (LPVOID, LPCSTR)
+
+kernel32.OpenProcess.errcheck = _errcheck(lambda result: result == 0)
+kernel32.OpenProcess.restype = HANDLE
+kernel32.OpenProcess.argtypes = (DWORD, BOOL, DWORD)
+
+kernel32.QueryInformationJobObject.errcheck = _errcheck()
+kernel32.QueryInformationJobObject.restype = BOOL
+kernel32.QueryInformationJobObject.argtypes = (
+    HANDLE,
+    JOBOBJECTCLASS,
+    LPVOID,
+    DWORD,
+    LPDWORD,
+)
+
+kernel32.SetInformationJobObject.errcheck = _errcheck()
+kernel32.SetInformationJobObject.restype = BOOL
+kernel32.SetInformationJobObject.argtypes = (HANDLE, JOBOBJECTCLASS, LPVOID, DWORD)
+
+kernel32.TerminateJobObject.errcheck = _errcheck()
+kernel32.TerminateJobObject.restype = BOOL
+kernel32.TerminateJobObject.argtypes = (HANDLE, UINT)
diff --git a/venv/lib/python3.8/site-packages/debugpy/public_api.py b/venv/lib/python3.8/site-packages/debugpy/public_api.py
new file mode 100644
index 0000000..3c80089
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/public_api.py
@@ -0,0 +1,185 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+from __future__ import annotations
+
+import functools
+import typing
+
+from debugpy import _version
+
+
+# Expose debugpy.server API from subpackage, but do not actually import it unless
+# and until a member is invoked - we don't want the server package loaded in the
+# adapter, the tests, or setup.py.
+
+# Docstrings for public API members must be formatted according to PEP 8 - no more
+# than 72 characters per line! - and must be readable when retrieved via help().
+
+
+Endpoint = typing.Tuple[str, int]
+
+
+def _api(cancelable=False):
+    def apply(f):
+        @functools.wraps(f)
+        def wrapper(*args, **kwargs):
+            from debugpy.server import api
+
+            wrapped = getattr(api, f.__name__)
+            return wrapped(*args, **kwargs)
+
+        if cancelable:
+
+            def cancel(*args, **kwargs):
+                from debugpy.server import api
+
+                wrapped = getattr(api, f.__name__)
+                return wrapped.cancel(*args, **kwargs)
+
+            wrapper.cancel = cancel
+
+        return wrapper
+
+    return apply
+
+
+@_api()
+def log_to(__path: str) -> None:
+    """Generate detailed debugpy logs in the specified directory.
+
+    The directory must already exist. Several log files are generated,
+    one for every process involved in the debug session.
+    """
+
+
+@_api()
+def configure(__properties: dict[str, typing.Any] | None = None, **kwargs) -> None:
+    """Sets debug configuration properties that cannot be set in the
+    "attach" request, because they must be applied as early as possible
+    in the process being debugged.
+
+    For example, a "launch" configuration with subprocess debugging
+    disabled can be defined entirely in JSON::
+
+        {
+            "request": "launch",
+            "subProcess": false,
+            ...
+        }
+
+    But the same cannot be done with "attach", because "subProcess"
+    must be known at the point debugpy starts tracing execution. Thus,
+    it is not available in JSON, and must be omitted::
+
+        {
+            "request": "attach",
+            ...
+        }
+
+    and set from within the debugged process instead::
+
+        debugpy.configure(subProcess=False)
+        debugpy.listen(...)
+
+    Properties to set can be passed either as a single dict argument,
+    or as separate keyword arguments::
+
+        debugpy.configure({"subProcess": False})
+    """
+
+
+@_api()
+def listen(__endpoint: Endpoint | int) -> Endpoint:
+    """Starts a debug adapter debugging this process, that listens for
+    incoming socket connections from clients on the specified address.
+
+    `__endpoint` must be either a (host, port) tuple as defined by the
+    standard `socket` module for the `AF_INET` address family, or a port
+    number. If only the port is specified, host is "127.0.0.1".
+
+    Returns the interface and the port on which the debug adapter is
+    actually listening, in the same format as `__endpoint`. This may be
+    different from address if port was 0 in the latter, in which case
+    the adapter will pick some unused ephemeral port to listen on.
+
+    This function does't wait for a client to connect to the debug
+    adapter that it starts. Use `wait_for_client` to block execution
+    until the client connects.
+    """
+
+
+@_api()
+def connect(__endpoint: Endpoint | int, *, access_token: str | None = None) -> Endpoint:
+    """Tells an existing debug adapter instance that is listening on the
+    specified address to debug this process.
+
+    `__endpoint` must be either a (host, port) tuple as defined by the
+    standard `socket` module for the `AF_INET` address family, or a port
+    number. If only the port is specified, host is "127.0.0.1".
+
+    `access_token` must be the same value that was passed to the adapter
+    via the `--server-access-token` command-line switch.
+
+    This function does't wait for a client to connect to the debug
+    adapter that it connects to. Use `wait_for_client` to block
+    execution until the client connects.
+    """
+
+
+@_api(cancelable=True)
+def wait_for_client() -> None:
+    """If there is a client connected to the debug adapter that is
+    debugging this process, returns immediately. Otherwise, blocks
+    until a client connects to the adapter.
+
+    While this function is waiting, it can be canceled by calling
+    `wait_for_client.cancel()` from another thread.
+    """
+
+
+@_api()
+def is_client_connected() -> bool:
+    """True if a client is connected to the debug adapter that is
+    debugging this process.
+    """
+
+
+@_api()
+def breakpoint() -> None:
+    """If a client is connected to the debug adapter that is debugging
+    this process, pauses execution of all threads, and simulates a
+    breakpoint being hit at the line following the call.
+
+    It is also registered as the default handler for builtins.breakpoint().
+    """
+
+
+@_api()
+def debug_this_thread() -> None:
+    """Makes the debugger aware of the current thread.
+
+    Must be called on any background thread that is started by means
+    other than the usual Python APIs (i.e. the "threading" module),
+    in order for breakpoints to work on that thread.
+    """
+
+
+@_api()
+def trace_this_thread(__should_trace: bool):
+    """Tells the debug adapter to enable or disable tracing on the
+    current thread.
+
+    When the thread is traced, the debug adapter can detect breakpoints
+    being hit, but execution is slower, especially in functions that
+    have any breakpoints set in them. Disabling tracing when breakpoints
+    are not anticipated to be hit can improve performance. It can also
+    be used to skip breakpoints on a particular thread.
+
+    Tracing is automatically disabled for all threads when there is no
+    client connected to the debug adapter.
+    """
+
+
+__version__: str = _version.get_versions()["version"]
diff --git a/venv/lib/python3.8/site-packages/debugpy/server/__init__.py b/venv/lib/python3.8/site-packages/debugpy/server/__init__.py
new file mode 100644
index 0000000..42d5367
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/server/__init__.py
@@ -0,0 +1,7 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+# "force_pydevd" must be imported first to ensure (via side effects)
+# that the debugpy-vendored copy of pydevd gets used.
+import debugpy._vendored.force_pydevd  # noqa
diff --git a/venv/lib/python3.8/site-packages/debugpy/server/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/server/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/debugpy/server/__pycache__/cli.cpython-38.pyc b/venv/lib/python3.8/site-packages/debugpy/server/__pycache__/cli.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/debugpy/server/api.py b/venv/lib/python3.8/site-packages/debugpy/server/api.py
new file mode 100644
index 0000000..515ea06
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/server/api.py
@@ -0,0 +1,343 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import codecs
+import os
+import pydevd
+import socket
+import sys
+import threading
+
+import debugpy
+from debugpy import adapter
+from debugpy.common import json, log, sockets
+from _pydevd_bundle.pydevd_constants import get_global_debugger
+from pydevd_file_utils import absolute_path
+from debugpy.common.util import hide_debugpy_internals
+
+_tls = threading.local()
+
+# TODO: "gevent", if possible.
+_config = {
+    "qt": "none",
+    "subProcess": True,
+    "python": sys.executable,
+}
+
+_config_valid_values = {
+    # If property is not listed here, any value is considered valid, so long as
+    # its type matches that of the default value in _config.
+    "qt": ["auto", "none", "pyside", "pyside2", "pyqt4", "pyqt5"],
+}
+
+# This must be a global to prevent it from being garbage collected and triggering
+# https://bugs.python.org/issue37380.
+_adapter_process = None
+
+
+def _settrace(*args, **kwargs):
+    log.debug("pydevd.settrace(*{0!r}, **{1!r})", args, kwargs)
+    # The stdin in notification is not acted upon in debugpy, so, disable it.
+    kwargs.setdefault("notify_stdin", False)
+    try:
+        return pydevd.settrace(*args, **kwargs)
+    except Exception:
+        raise
+    else:
+        _settrace.called = True
+
+
+_settrace.called = False
+
+
+def ensure_logging():
+    """Starts logging to log.log_dir, if it hasn't already been done."""
+    if ensure_logging.ensured:
+        return
+    ensure_logging.ensured = True
+    log.to_file(prefix="debugpy.server")
+    log.describe_environment("Initial environment:")
+
+
+ensure_logging.ensured = False
+
+
+def log_to(path):
+    if ensure_logging.ensured:
+        raise RuntimeError("logging has already begun")
+
+    log.debug("log_to{0!r}", (path,))
+    if path is sys.stderr:
+        log.stderr.levels |= set(log.LEVELS)
+    else:
+        log.log_dir = path
+
+
+def configure(properties=None, **kwargs):
+    if _settrace.called:
+        raise RuntimeError("debug adapter is already running")
+
+    ensure_logging()
+    log.debug("configure{0!r}", (properties, kwargs))
+
+    if properties is None:
+        properties = kwargs
+    else:
+        properties = dict(properties)
+        properties.update(kwargs)
+
+    for k, v in properties.items():
+        if k not in _config:
+            raise ValueError("Unknown property {0!r}".format(k))
+        expected_type = type(_config[k])
+        if type(v) is not expected_type:
+            raise ValueError("{0!r} must be a {1}".format(k, expected_type.__name__))
+        valid_values = _config_valid_values.get(k)
+        if (valid_values is not None) and (v not in valid_values):
+            raise ValueError("{0!r} must be one of: {1!r}".format(k, valid_values))
+        _config[k] = v
+
+
+def _starts_debugging(func):
+    def debug(address, **kwargs):
+        if _settrace.called:
+            raise RuntimeError("this process already has a debug adapter")
+
+        try:
+            _, port = address
+        except Exception:
+            port = address
+            address = ("127.0.0.1", port)
+        try:
+            port.__index__()  # ensure it's int-like
+        except Exception:
+            raise ValueError("expected port or (host, port)")
+        if not (0 <= port < 2 ** 16):
+            raise ValueError("invalid port number")
+
+        ensure_logging()
+        log.debug("{0}({1!r}, **{2!r})", func.__name__, address, kwargs)
+        log.info("Initial debug configuration: {0}", json.repr(_config))
+
+        qt_mode = _config.get("qt", "none")
+        if qt_mode != "none":
+            pydevd.enable_qt_support(qt_mode)
+
+        settrace_kwargs = {
+            "suspend": False,
+            "patch_multiprocessing": _config.get("subProcess", True),
+        }
+
+        if hide_debugpy_internals():
+            debugpy_path = os.path.dirname(absolute_path(debugpy.__file__))
+            settrace_kwargs["dont_trace_start_patterns"] = (debugpy_path,)
+            settrace_kwargs["dont_trace_end_patterns"] = (str("debugpy_launcher.py"),)
+
+        try:
+            return func(address, settrace_kwargs, **kwargs)
+        except Exception:
+            log.reraise_exception("{0}() failed:", func.__name__, level="info")
+
+    return debug
+
+
+@_starts_debugging
+def listen(address, settrace_kwargs):
+    # Errors below are logged with level="info", because the caller might be catching
+    # and handling exceptions, and we don't want to spam their stderr unnecessarily.
+
+    import subprocess
+
+    server_access_token = codecs.encode(os.urandom(32), "hex").decode("ascii")
+
+    try:
+        endpoints_listener = sockets.create_server("127.0.0.1", 0, timeout=10)
+    except Exception as exc:
+        log.swallow_exception("Can't listen for adapter endpoints:")
+        raise RuntimeError("can't listen for adapter endpoints: " + str(exc))
+
+    try:
+        endpoints_host, endpoints_port = endpoints_listener.getsockname()
+        log.info(
+            "Waiting for adapter endpoints on {0}:{1}...",
+            endpoints_host,
+            endpoints_port,
+        )
+
+        host, port = address
+        adapter_args = [
+            _config.get("python", sys.executable),
+            os.path.dirname(adapter.__file__),
+            "--for-server",
+            str(endpoints_port),
+            "--host",
+            host,
+            "--port",
+            str(port),
+            "--server-access-token",
+            server_access_token,
+        ]
+        if log.log_dir is not None:
+            adapter_args += ["--log-dir", log.log_dir]
+        log.info("debugpy.listen() spawning adapter: {0}", json.repr(adapter_args))
+
+        # On Windows, detach the adapter from our console, if any, so that it doesn't
+        # receive Ctrl+C from it, and doesn't keep it open once we exit.
+        creationflags = 0
+        if sys.platform == "win32":
+            creationflags |= 0x08000000  # CREATE_NO_WINDOW
+            creationflags |= 0x00000200  # CREATE_NEW_PROCESS_GROUP
+
+        # Adapter will outlive this process, so we shouldn't wait for it. However, we
+        # need to ensure that the Popen instance for it doesn't get garbage-collected
+        # by holding a reference to it in a non-local variable, to avoid triggering
+        # https://bugs.python.org/issue37380.
+        try:
+            global _adapter_process
+            _adapter_process = subprocess.Popen(
+                adapter_args, close_fds=True, creationflags=creationflags
+            )
+            if os.name == "posix":
+                # It's going to fork again to daemonize, so we need to wait on it to
+                # clean it up properly.
+                _adapter_process.wait()
+            else:
+                # Suppress misleading warning about child process still being alive when
+                # this process exits (https://bugs.python.org/issue38890).
+                _adapter_process.returncode = 0
+                pydevd.add_dont_terminate_child_pid(_adapter_process.pid)
+        except Exception as exc:
+            log.swallow_exception("Error spawning debug adapter:", level="info")
+            raise RuntimeError("error spawning debug adapter: " + str(exc))
+
+        try:
+            sock, _ = endpoints_listener.accept()
+            try:
+                sock.settimeout(None)
+                sock_io = sock.makefile("rb", 0)
+                try:
+                    endpoints = json.loads(sock_io.read().decode("utf-8"))
+                finally:
+                    sock_io.close()
+            finally:
+                sockets.close_socket(sock)
+        except socket.timeout:
+            log.swallow_exception(
+                "Timed out waiting for adapter to connect:", level="info"
+            )
+            raise RuntimeError("timed out waiting for adapter to connect")
+        except Exception as exc:
+            log.swallow_exception("Error retrieving adapter endpoints:", level="info")
+            raise RuntimeError("error retrieving adapter endpoints: " + str(exc))
+
+    finally:
+        endpoints_listener.close()
+
+    log.info("Endpoints received from adapter: {0}", json.repr(endpoints))
+
+    if "error" in endpoints:
+        raise RuntimeError(str(endpoints["error"]))
+
+    try:
+        server_host = str(endpoints["server"]["host"])
+        server_port = int(endpoints["server"]["port"])
+        client_host = str(endpoints["client"]["host"])
+        client_port = int(endpoints["client"]["port"])
+    except Exception as exc:
+        log.swallow_exception(
+            "Error parsing adapter endpoints:\n{0}\n",
+            json.repr(endpoints),
+            level="info",
+        )
+        raise RuntimeError("error parsing adapter endpoints: " + str(exc))
+    log.info(
+        "Adapter is accepting incoming client connections on {0}:{1}",
+        client_host,
+        client_port,
+    )
+
+    _settrace(
+        host=server_host,
+        port=server_port,
+        wait_for_ready_to_run=False,
+        block_until_connected=True,
+        access_token=server_access_token,
+        **settrace_kwargs
+    )
+    log.info("pydevd is connected to adapter at {0}:{1}", server_host, server_port)
+    return client_host, client_port
+
+
+@_starts_debugging
+def connect(address, settrace_kwargs, access_token=None):
+    host, port = address
+    _settrace(host=host, port=port, client_access_token=access_token, **settrace_kwargs)
+
+
+class wait_for_client:
+    def __call__(self):
+        ensure_logging()
+        log.debug("wait_for_client()")
+
+        pydb = get_global_debugger()
+        if pydb is None:
+            raise RuntimeError("listen() or connect() must be called first")
+
+        cancel_event = threading.Event()
+        self.cancel = cancel_event.set
+        pydevd._wait_for_attach(cancel=cancel_event)
+
+    @staticmethod
+    def cancel():
+        raise RuntimeError("wait_for_client() must be called first")
+
+
+wait_for_client = wait_for_client()
+
+
+def is_client_connected():
+    return pydevd._is_attached()
+
+
+def breakpoint():
+    ensure_logging()
+    if not is_client_connected():
+        log.info("breakpoint() ignored - debugger not attached")
+        return
+    log.debug("breakpoint()")
+
+    # Get the first frame in the stack that's not an internal frame.
+    pydb = get_global_debugger()
+    stop_at_frame = sys._getframe().f_back
+    while (
+        stop_at_frame is not None
+        and pydb.get_file_type(stop_at_frame) == pydb.PYDEV_FILE
+    ):
+        stop_at_frame = stop_at_frame.f_back
+
+    _settrace(
+        suspend=True,
+        trace_only_current_thread=True,
+        patch_multiprocessing=False,
+        stop_at_frame=stop_at_frame,
+    )
+    stop_at_frame = None
+
+
+def debug_this_thread():
+    ensure_logging()
+    log.debug("debug_this_thread()")
+
+    _settrace(suspend=False)
+
+
+def trace_this_thread(should_trace):
+    ensure_logging()
+    log.debug("trace_this_thread({0!r})", should_trace)
+
+    pydb = get_global_debugger()
+    if should_trace:
+        pydb.enable_tracing()
+    else:
+        pydb.disable_tracing()
diff --git a/venv/lib/python3.8/site-packages/debugpy/server/attach_pid_injected.py b/venv/lib/python3.8/site-packages/debugpy/server/attach_pid_injected.py
new file mode 100644
index 0000000..a8df6e1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/server/attach_pid_injected.py
@@ -0,0 +1,92 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+"""Script injected into the debuggee process during attach-to-PID."""
+
+import os
+
+
+__file__ = os.path.abspath(__file__)
+_debugpy_dir = os.path.dirname(os.path.dirname(os.path.dirname(__file__)))
+
+
+def attach(setup):
+    log = None
+    try:
+        import sys
+
+        if "threading" not in sys.modules:
+            try:
+
+                def on_warn(msg):
+                    print(msg, file=sys.stderr)
+
+                def on_exception(msg):
+                    print(msg, file=sys.stderr)
+
+                def on_critical(msg):
+                    print(msg, file=sys.stderr)
+
+                pydevd_attach_to_process_path = os.path.join(
+                    _debugpy_dir,
+                    "debugpy",
+                    "_vendored",
+                    "pydevd",
+                    "pydevd_attach_to_process",
+                )
+                assert os.path.exists(pydevd_attach_to_process_path)
+                sys.path.insert(0, pydevd_attach_to_process_path)
+
+                # NOTE: that it's not a part of the pydevd PYTHONPATH
+                import attach_script
+
+                attach_script.fix_main_thread_id(
+                    on_warn=on_warn, on_exception=on_exception, on_critical=on_critical
+                )
+
+                # NOTE: At this point it should be safe to remove this.
+                sys.path.remove(pydevd_attach_to_process_path)
+            except:
+                import traceback
+
+                traceback.print_exc()
+                raise
+
+        sys.path.insert(0, _debugpy_dir)
+        try:
+            import debugpy
+            import debugpy.server
+            from debugpy.common import json, log
+            import pydevd
+        finally:
+            assert sys.path[0] == _debugpy_dir
+            del sys.path[0]
+
+        py_db = pydevd.get_global_debugger()
+        if py_db is not None:
+            py_db.dispose_and_kill_all_pydevd_threads(wait=False)
+
+        if setup["log_to"] is not None:
+            debugpy.log_to(setup["log_to"])
+        log.info("Configuring injected debugpy: {0}", json.repr(setup))
+
+        if setup["mode"] == "listen":
+            debugpy.listen(setup["address"])
+        elif setup["mode"] == "connect":
+            debugpy.connect(
+                setup["address"], access_token=setup["adapter_access_token"]
+            )
+        else:
+            raise AssertionError(repr(setup))
+
+    except:
+        import traceback
+
+        traceback.print_exc()
+        if log is None:
+            raise
+        else:
+            log.reraise_exception()
+
+    log.info("debugpy injected successfully")
diff --git a/venv/lib/python3.8/site-packages/debugpy/server/cli.py b/venv/lib/python3.8/site-packages/debugpy/server/cli.py
new file mode 100644
index 0000000..ba14347
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/debugpy/server/cli.py
@@ -0,0 +1,434 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE in the project root
+# for license information.
+
+import json
+import os
+import re
+import sys
+from importlib.util import find_spec
+
+# debugpy.__main__ should have preloaded pydevd properly before importing this module.
+# Otherwise, some stdlib modules above might have had imported threading before pydevd
+# could perform the necessary detours in it.
+assert "pydevd" in sys.modules
+import pydevd
+
+# Note: use the one bundled from pydevd so that it's invisible for the user.
+from _pydevd_bundle import pydevd_runpy as runpy
+
+import debugpy
+from debugpy.common import log
+from debugpy.server import api
+
+
+TARGET = "<filename> | -m <module> | -c <code> | --pid <pid>"
+
+HELP = """debugpy {0}
+See https://aka.ms/debugpy for documentation.
+
+Usage: debugpy --listen | --connect
+               [<host>:]<port>
+               [--wait-for-client]
+               [--configure-<name> <value>]...
+               [--log-to <path>] [--log-to-stderr]
+               {1}
+               [<arg>]...
+""".format(
+    debugpy.__version__, TARGET
+)
+
+
+class Options(object):
+    mode = None
+    address = None
+    log_to = None
+    log_to_stderr = False
+    target = None
+    target_kind = None
+    wait_for_client = False
+    adapter_access_token = None
+
+
+options = Options()
+options.config = {"qt": "none", "subProcess": True}
+
+
+def in_range(parser, start, stop):
+    def parse(s):
+        n = parser(s)
+        if start is not None and n < start:
+            raise ValueError("must be >= {0}".format(start))
+        if stop is not None and n >= stop:
+            raise ValueError("must be < {0}".format(stop))
+        return n
+
+    return parse
+
+
+pid = in_range(int, 0, None)
+
+
+def print_help_and_exit(switch, it):
+    print(HELP, file=sys.stderr)
+    sys.exit(0)
+
+
+def print_version_and_exit(switch, it):
+    print(debugpy.__version__)
+    sys.exit(0)
+
+
+def set_arg(varname, parser=(lambda x: x)):
+    def do(arg, it):
+        value = parser(next(it))
+        setattr(options, varname, value)
+
+    return do
+
+
+def set_const(varname, value):
+    def do(arg, it):
+        setattr(options, varname, value)
+
+    return do
+
+
+def set_address(mode):
+    def do(arg, it):
+        if options.address is not None:
+            raise ValueError("--listen and --connect are mutually exclusive")
+
+        # It's either host:port, or just port.
+        value = next(it)
+        host, sep, port = value.partition(":")
+        if not sep:
+            host = "127.0.0.1"
+            port = value
+        try:
+            port = int(port)
+        except Exception:
+            port = -1
+        if not (0 <= port < 2 ** 16):
+            raise ValueError("invalid port number")
+
+        options.mode = mode
+        options.address = (host, port)
+
+    return do
+
+
+def set_config(arg, it):
+    prefix = "--configure-"
+    assert arg.startswith(prefix)
+    name = arg[len(prefix) :]
+    value = next(it)
+
+    if name not in options.config:
+        raise ValueError("unknown property {0!r}".format(name))
+
+    expected_type = type(options.config[name])
+    try:
+        if expected_type is bool:
+            value = {"true": True, "false": False}[value.lower()]
+        else:
+            value = expected_type(value)
+    except Exception:
+        raise ValueError("{0!r} must be a {1}".format(name, expected_type.__name__))
+
+    options.config[name] = value
+
+
+def set_target(kind, parser=(lambda x: x), positional=False):
+    def do(arg, it):
+        options.target_kind = kind
+        target = parser(arg if positional else next(it))
+
+        if isinstance(target, bytes):
+            # target may be the code, so, try some additional encodings...
+            try:
+                target = target.decode(sys.getfilesystemencoding())
+            except UnicodeDecodeError:
+                try:
+                    target = target.decode("utf-8")
+                except UnicodeDecodeError:
+                    import locale
+
+                    target = target.decode(locale.getpreferredencoding(False))
+        options.target = target
+
+    return do
+
+
+# fmt: off
+switches = [
+    # Switch                    Placeholder         Action
+    # ======                    ===========         ======
+
+    # Switches that are documented for use by end users.
+    ("-(\\?|h|-help)",          None,               print_help_and_exit),
+    ("-(V|-version)",           None,               print_version_and_exit),
+    ("--log-to" ,               "<path>",           set_arg("log_to")),
+    ("--log-to-stderr",         None,               set_const("log_to_stderr", True)),
+    ("--listen",                "<address>",        set_address("listen")),
+    ("--connect",               "<address>",        set_address("connect")),
+    ("--wait-for-client",       None,               set_const("wait_for_client", True)),
+    ("--configure-.+",          "<value>",          set_config),
+
+    # Switches that are used internally by the client or debugpy itself.
+    ("--adapter-access-token",   "<token>",         set_arg("adapter_access_token")),
+
+    # Targets. The "" entry corresponds to positional command line arguments,
+    # i.e. the ones not preceded by any switch name.
+    ("",                        "<filename>",       set_target("file", positional=True)),
+    ("-m",                      "<module>",         set_target("module")),
+    ("-c",                      "<code>",           set_target("code")),
+    ("--pid",                   "<pid>",            set_target("pid", pid)),
+]
+# fmt: on
+
+
+def consume_argv():
+    while len(sys.argv) >= 2:
+        value = sys.argv[1]
+        del sys.argv[1]
+        yield value
+
+
+def parse_argv():
+    seen = set()
+    it = consume_argv()
+
+    while True:
+        try:
+            arg = next(it)
+        except StopIteration:
+            raise ValueError("missing target: " + TARGET)
+
+        switch = arg
+        if not switch.startswith("-"):
+            switch = ""
+        for pattern, placeholder, action in switches:
+            if re.match("^(" + pattern + ")$", switch):
+                break
+        else:
+            raise ValueError("unrecognized switch " + switch)
+
+        if switch in seen:
+            raise ValueError("duplicate switch " + switch)
+        else:
+            seen.add(switch)
+
+        try:
+            action(arg, it)
+        except StopIteration:
+            assert placeholder is not None
+            raise ValueError("{0}: missing {1}".format(switch, placeholder))
+        except Exception as exc:
+            raise ValueError("invalid {0} {1}: {2}".format(switch, placeholder, exc))
+
+        if options.target is not None:
+            break
+
+    if options.mode is None:
+        raise ValueError("either --listen or --connect is required")
+    if options.adapter_access_token is not None and options.mode != "connect":
+        raise ValueError("--adapter-access-token requires --connect")
+    if options.target_kind == "pid" and options.wait_for_client:
+        raise ValueError("--pid does not support --wait-for-client")
+
+    assert options.target is not None
+    assert options.target_kind is not None
+    assert options.address is not None
+
+
+def start_debugging(argv_0):
+    # We need to set up sys.argv[0] before invoking either listen() or connect(),
+    # because they use it to report the "process" event. Thus, we can't rely on
+    # run_path() and run_module() doing that, even though they will eventually.
+    sys.argv[0] = argv_0
+
+    log.debug("sys.argv after patching: {0!r}", sys.argv)
+
+    debugpy.configure(options.config)
+
+    if options.mode == "listen":
+        debugpy.listen(options.address)
+    elif options.mode == "connect":
+        debugpy.connect(options.address, access_token=options.adapter_access_token)
+    else:
+        raise AssertionError(repr(options.mode))
+
+    if options.wait_for_client:
+        debugpy.wait_for_client()
+
+
+def run_file():
+    target = options.target
+    start_debugging(target)
+
+    # run_path has one difference with invoking Python from command-line:
+    # if the target is a file (rather than a directory), it does not add its
+    # parent directory to sys.path. Thus, importing other modules from the
+    # same directory is broken unless sys.path is patched here.
+
+    if os.path.isfile(target):
+        dir = os.path.dirname(target)
+        sys.path.insert(0, dir)
+    else:
+        log.debug("Not a file: {0!r}", target)
+
+    log.describe_environment("Pre-launch environment:")
+
+    log.info("Running file {0!r}", target)
+    runpy.run_path(target, run_name="__main__")
+
+
+def run_module():
+    # Add current directory to path, like Python itself does for -m. This must
+    # be in place before trying to use find_spec below to resolve submodules.
+    sys.path.insert(0, str(""))
+
+    # We want to do the same thing that run_module() would do here, without
+    # actually invoking it.
+    argv_0 = sys.argv[0]
+    try:
+        spec = find_spec(options.target)
+        if spec is not None:
+            argv_0 = spec.origin
+    except Exception:
+        log.swallow_exception("Error determining module path for sys.argv")
+
+    start_debugging(argv_0)
+    log.describe_environment("Pre-launch environment:")
+    log.info("Running module {0!r}", options.target)
+
+    # Docs say that runpy.run_module is equivalent to -m, but it's not actually
+    # the case for packages - -m sets __name__ to "__main__", but run_module sets
+    # it to "pkg.__main__". This breaks everything that uses the standard pattern
+    # __name__ == "__main__" to detect being run as a CLI app. On the other hand,
+    # runpy._run_module_as_main is a private function that actually implements -m.
+    try:
+        run_module_as_main = runpy._run_module_as_main
+    except AttributeError:
+        log.warning("runpy._run_module_as_main is missing, falling back to run_module.")
+        runpy.run_module(options.target, alter_sys=True)
+    else:
+        run_module_as_main(options.target, alter_argv=True)
+
+
+def run_code():
+    # Add current directory to path, like Python itself does for -c.
+    sys.path.insert(0, str(""))
+    code = compile(options.target, str("<string>"), str("exec"))
+
+    start_debugging(str("-c"))
+
+    log.describe_environment("Pre-launch environment:")
+    log.info("Running code:\n\n{0}", options.target)
+
+    eval(code, {})
+
+
+def attach_to_pid():
+    pid = options.target
+    log.info("Attaching to process with PID={0}", pid)
+
+    encode = lambda s: list(bytearray(s.encode("utf-8"))) if s is not None else None
+
+    script_dir = os.path.dirname(debugpy.server.__file__)
+    assert os.path.exists(script_dir)
+    script_dir = encode(script_dir)
+
+    setup = {
+        "mode": options.mode,
+        "address": options.address,
+        "wait_for_client": options.wait_for_client,
+        "log_to": options.log_to,
+        "adapter_access_token": options.adapter_access_token,
+    }
+    setup = encode(json.dumps(setup))
+
+    python_code = """
+import codecs;
+import json;
+import sys;
+
+decode = lambda s: codecs.utf_8_decode(bytearray(s))[0] if s is not None else None;
+
+script_dir = decode({script_dir});
+setup = json.loads(decode({setup}));
+
+sys.path.insert(0, script_dir);
+import attach_pid_injected;
+del sys.path[0];
+
+attach_pid_injected.attach(setup);
+"""
+    python_code = (
+        python_code.replace("\r", "")
+        .replace("\n", "")
+        .format(script_dir=script_dir, setup=setup)
+    )
+    log.info("Code to be injected: \n{0}", python_code.replace(";", ";\n"))
+
+    # pydevd restriction on characters in injected code.
+    assert not (
+        {'"', "'", "\r", "\n"} & set(python_code)
+    ), "Injected code should not contain any single quotes, double quotes, or newlines."
+
+    pydevd_attach_to_process_path = os.path.join(
+        os.path.dirname(pydevd.__file__), "pydevd_attach_to_process"
+    )
+
+    assert os.path.exists(pydevd_attach_to_process_path)
+    sys.path.append(pydevd_attach_to_process_path)
+
+    try:
+        import add_code_to_python_process  # noqa
+
+        log.info("Injecting code into process with PID={0} ...", pid)
+        add_code_to_python_process.run_python_code(
+            pid,
+            python_code,
+            connect_debugger_tracing=True,
+            show_debug_info=int(os.getenv("DEBUGPY_ATTACH_BY_PID_DEBUG_INFO", "0")),
+        )
+    except Exception:
+        log.reraise_exception("Code injection into PID={0} failed:", pid)
+    log.info("Code injection into PID={0} completed.", pid)
+
+
+def main():
+    original_argv = list(sys.argv)
+    try:
+        parse_argv()
+    except Exception as exc:
+        print(str(HELP) + str("\nError: ") + str(exc), file=sys.stderr)
+        sys.exit(2)
+
+    if options.log_to is not None:
+        debugpy.log_to(options.log_to)
+    if options.log_to_stderr:
+        debugpy.log_to(sys.stderr)
+
+    api.ensure_logging()
+
+    log.info(
+        str("sys.argv before parsing: {0!r}\n" "         after parsing:  {1!r}"),
+        original_argv,
+        sys.argv,
+    )
+
+    try:
+        run = {
+            "file": run_file,
+            "module": run_module,
+            "code": run_code,
+            "pid": attach_to_pid,
+        }[options.target_kind]
+        run()
+    except SystemExit as exc:
+        log.reraise_exception(
+            "Debuggee exited via SystemExit: {0!r}", exc.code, level="debug"
+        )
diff --git a/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/LICENSE.txt b/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/LICENSE.txt
new file mode 120000
index 0000000..21f668d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/LICENSE.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/80/8e/10/c8a6ab8deb149ff9b3fb19f447a808094606d712a9ca57fead3552599d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/METADATA b/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/METADATA
new file mode 100644
index 0000000..8d98f09
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/METADATA
@@ -0,0 +1,32 @@
+Metadata-Version: 2.1
+Name: distlib
+Version: 0.3.5
+Summary: Distribution utilities
+Home-page: https://github.com/pypa/distlib
+Author: Vinay Sajip
+Author-email: vinay_sajip@red-dove.com
+License: Python license
+Project-URL: Documentation, https://distlib.readthedocs.io/
+Project-URL: Source, https://github.com/pypa/distlib
+Project-URL: Tracker, https://github.com/pypa/distlib/issues
+Platform: any
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Environment :: Console
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Python Software Foundation License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 2.7
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Topic :: Software Development
+License-File: LICENSE.txt
+
+Low-level components of distutils2/packaging, augmented with higher-level APIs for making packaging easier.
+
diff --git a/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/RECORD b/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/RECORD
new file mode 100644
index 0000000..85fb5d9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/RECORD
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+distlib-0.3.5.dist-info/METADATA,sha256=fQuTZdIqg5DSNbtlFKMnowGnKbCeqU_E46es6qL-y44,1322
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+distlib/__init__.py,sha256=kshNHF2XFPxmBv57X7Jsj7c6VzF5r9naVwGePP-s5Wc,581
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new file mode 120000
index 0000000..ae483c4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cf/d8/f4/c406bf26650a3299b3ef62b464600b48cfe7fb04159866e5797c765478
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/top_level.txt
new file mode 100644
index 0000000..f68bb07
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib-0.3.5.dist-info/top_level.txt
@@ -0,0 +1 @@
+distlib
diff --git a/venv/lib/python3.8/site-packages/distlib/__init__.py b/venv/lib/python3.8/site-packages/distlib/__init__.py
new file mode 100644
index 0000000..5055565
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib/__init__.py
@@ -0,0 +1,23 @@
+# -*- coding: utf-8 -*-
+#
+# Copyright (C) 2012-2019 Vinay Sajip.
+# Licensed to the Python Software Foundation under a contributor agreement.
+# See LICENSE.txt and CONTRIBUTORS.txt.
+#
+import logging
+
+__version__ = '0.3.5'
+
+class DistlibException(Exception):
+    pass
+
+try:
+    from logging import NullHandler
+except ImportError: # pragma: no cover
+    class NullHandler(logging.Handler):
+        def handle(self, record): pass
+        def emit(self, record): pass
+        def createLock(self): self.lock = None
+
+logger = logging.getLogger(__name__)
+logger.addHandler(NullHandler())
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new file mode 120000
index 0000000..614d2f0
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+/home/runner/.cache/pip/pool/b5/fa/0c/ae3eadba393b1b8502da8c0be80ae00ee08a69b801c6e2511994a6a64a
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diff --git a/venv/lib/python3.8/site-packages/distlib/database.py b/venv/lib/python3.8/site-packages/distlib/database.py
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+# -*- coding: utf-8 -*-
+#
+# Copyright (C) 2012-2017 The Python Software Foundation.
+# See LICENSE.txt and CONTRIBUTORS.txt.
+#
+"""PEP 376 implementation."""
+
+from __future__ import unicode_literals
+
+import base64
+import codecs
+import contextlib
+import hashlib
+import logging
+import os
+import posixpath
+import sys
+import zipimport
+
+from . import DistlibException, resources
+from .compat import StringIO
+from .version import get_scheme, UnsupportedVersionError
+from .metadata import (Metadata, METADATA_FILENAME, WHEEL_METADATA_FILENAME,
+                       LEGACY_METADATA_FILENAME)
+from .util import (parse_requirement, cached_property, parse_name_and_version,
+                   read_exports, write_exports, CSVReader, CSVWriter)
+
+
+__all__ = ['Distribution', 'BaseInstalledDistribution',
+           'InstalledDistribution', 'EggInfoDistribution',
+           'DistributionPath']
+
+
+logger = logging.getLogger(__name__)
+
+EXPORTS_FILENAME = 'pydist-exports.json'
+COMMANDS_FILENAME = 'pydist-commands.json'
+
+DIST_FILES = ('INSTALLER', METADATA_FILENAME, 'RECORD', 'REQUESTED',
+              'RESOURCES', EXPORTS_FILENAME, 'SHARED')
+
+DISTINFO_EXT = '.dist-info'
+
+
+class _Cache(object):
+    """
+    A simple cache mapping names and .dist-info paths to distributions
+    """
+    def __init__(self):
+        """
+        Initialise an instance. There is normally one for each DistributionPath.
+        """
+        self.name = {}
+        self.path = {}
+        self.generated = False
+
+    def clear(self):
+        """
+        Clear the cache, setting it to its initial state.
+        """
+        self.name.clear()
+        self.path.clear()
+        self.generated = False
+
+    def add(self, dist):
+        """
+        Add a distribution to the cache.
+        :param dist: The distribution to add.
+        """
+        if dist.path not in self.path:
+            self.path[dist.path] = dist
+            self.name.setdefault(dist.key, []).append(dist)
+
+
+class DistributionPath(object):
+    """
+    Represents a set of distributions installed on a path (typically sys.path).
+    """
+    def __init__(self, path=None, include_egg=False):
+        """
+        Create an instance from a path, optionally including legacy (distutils/
+        setuptools/distribute) distributions.
+        :param path: The path to use, as a list of directories. If not specified,
+                     sys.path is used.
+        :param include_egg: If True, this instance will look for and return legacy
+                            distributions as well as those based on PEP 376.
+        """
+        if path is None:
+            path = sys.path
+        self.path = path
+        self._include_dist = True
+        self._include_egg = include_egg
+
+        self._cache = _Cache()
+        self._cache_egg = _Cache()
+        self._cache_enabled = True
+        self._scheme = get_scheme('default')
+
+    def _get_cache_enabled(self):
+        return self._cache_enabled
+
+    def _set_cache_enabled(self, value):
+        self._cache_enabled = value
+
+    cache_enabled = property(_get_cache_enabled, _set_cache_enabled)
+
+    def clear_cache(self):
+        """
+        Clears the internal cache.
+        """
+        self._cache.clear()
+        self._cache_egg.clear()
+
+
+    def _yield_distributions(self):
+        """
+        Yield .dist-info and/or .egg(-info) distributions.
+        """
+        # We need to check if we've seen some resources already, because on
+        # some Linux systems (e.g. some Debian/Ubuntu variants) there are
+        # symlinks which alias other files in the environment.
+        seen = set()
+        for path in self.path:
+            finder = resources.finder_for_path(path)
+            if finder is None:
+                continue
+            r = finder.find('')
+            if not r or not r.is_container:
+                continue
+            rset = sorted(r.resources)
+            for entry in rset:
+                r = finder.find(entry)
+                if not r or r.path in seen:
+                    continue
+                try:
+                    if self._include_dist and entry.endswith(DISTINFO_EXT):
+                        possible_filenames = [METADATA_FILENAME,
+                                              WHEEL_METADATA_FILENAME,
+                                              LEGACY_METADATA_FILENAME]
+                        for metadata_filename in possible_filenames:
+                            metadata_path = posixpath.join(entry, metadata_filename)
+                            pydist = finder.find(metadata_path)
+                            if pydist:
+                                break
+                        else:
+                            continue
+
+                        with contextlib.closing(pydist.as_stream()) as stream:
+                            metadata = Metadata(fileobj=stream, scheme='legacy')
+                        logger.debug('Found %s', r.path)
+                        seen.add(r.path)
+                        yield new_dist_class(r.path, metadata=metadata,
+                                             env=self)
+                    elif self._include_egg and entry.endswith(('.egg-info',
+                                                              '.egg')):
+                        logger.debug('Found %s', r.path)
+                        seen.add(r.path)
+                        yield old_dist_class(r.path, self)
+                except Exception as e:
+                    msg = 'Unable to read distribution at %s, perhaps due to bad metadata: %s'
+                    logger.warning(msg, r.path, e)
+                    import warnings
+                    warnings.warn(msg % (r.path, e), stacklevel=2)
+
+    def _generate_cache(self):
+        """
+        Scan the path for distributions and populate the cache with
+        those that are found.
+        """
+        gen_dist = not self._cache.generated
+        gen_egg = self._include_egg and not self._cache_egg.generated
+        if gen_dist or gen_egg:
+            for dist in self._yield_distributions():
+                if isinstance(dist, InstalledDistribution):
+                    self._cache.add(dist)
+                else:
+                    self._cache_egg.add(dist)
+
+            if gen_dist:
+                self._cache.generated = True
+            if gen_egg:
+                self._cache_egg.generated = True
+
+    @classmethod
+    def distinfo_dirname(cls, name, version):
+        """
+        The *name* and *version* parameters are converted into their
+        filename-escaped form, i.e. any ``'-'`` characters are replaced
+        with ``'_'`` other than the one in ``'dist-info'`` and the one
+        separating the name from the version number.
+
+        :parameter name: is converted to a standard distribution name by replacing
+                         any runs of non- alphanumeric characters with a single
+                         ``'-'``.
+        :type name: string
+        :parameter version: is converted to a standard version string. Spaces
+                            become dots, and all other non-alphanumeric characters
+                            (except dots) become dashes, with runs of multiple
+                            dashes condensed to a single dash.
+        :type version: string
+        :returns: directory name
+        :rtype: string"""
+        name = name.replace('-', '_')
+        return '-'.join([name, version]) + DISTINFO_EXT
+
+    def get_distributions(self):
+        """
+        Provides an iterator that looks for distributions and returns
+        :class:`InstalledDistribution` or
+        :class:`EggInfoDistribution` instances for each one of them.
+
+        :rtype: iterator of :class:`InstalledDistribution` and
+                :class:`EggInfoDistribution` instances
+        """
+        if not self._cache_enabled:
+            for dist in self._yield_distributions():
+                yield dist
+        else:
+            self._generate_cache()
+
+            for dist in self._cache.path.values():
+                yield dist
+
+            if self._include_egg:
+                for dist in self._cache_egg.path.values():
+                    yield dist
+
+    def get_distribution(self, name):
+        """
+        Looks for a named distribution on the path.
+
+        This function only returns the first result found, as no more than one
+        value is expected. If nothing is found, ``None`` is returned.
+
+        :rtype: :class:`InstalledDistribution`, :class:`EggInfoDistribution`
+                or ``None``
+        """
+        result = None
+        name = name.lower()
+        if not self._cache_enabled:
+            for dist in self._yield_distributions():
+                if dist.key == name:
+                    result = dist
+                    break
+        else:
+            self._generate_cache()
+
+            if name in self._cache.name:
+                result = self._cache.name[name][0]
+            elif self._include_egg and name in self._cache_egg.name:
+                result = self._cache_egg.name[name][0]
+        return result
+
+    def provides_distribution(self, name, version=None):
+        """
+        Iterates over all distributions to find which distributions provide *name*.
+        If a *version* is provided, it will be used to filter the results.
+
+        This function only returns the first result found, since no more than
+        one values are expected. If the directory is not found, returns ``None``.
+
+        :parameter version: a version specifier that indicates the version
+                            required, conforming to the format in ``PEP-345``
+
+        :type name: string
+        :type version: string
+        """
+        matcher = None
+        if version is not None:
+            try:
+                matcher = self._scheme.matcher('%s (%s)' % (name, version))
+            except ValueError:
+                raise DistlibException('invalid name or version: %r, %r' %
+                                      (name, version))
+
+        for dist in self.get_distributions():
+            # We hit a problem on Travis where enum34 was installed and doesn't
+            # have a provides attribute ...
+            if not hasattr(dist, 'provides'):
+                logger.debug('No "provides": %s', dist)
+            else:
+                provided = dist.provides
+
+                for p in provided:
+                    p_name, p_ver = parse_name_and_version(p)
+                    if matcher is None:
+                        if p_name == name:
+                            yield dist
+                            break
+                    else:
+                        if p_name == name and matcher.match(p_ver):
+                            yield dist
+                            break
+
+    def get_file_path(self, name, relative_path):
+        """
+        Return the path to a resource file.
+        """
+        dist = self.get_distribution(name)
+        if dist is None:
+            raise LookupError('no distribution named %r found' % name)
+        return dist.get_resource_path(relative_path)
+
+    def get_exported_entries(self, category, name=None):
+        """
+        Return all of the exported entries in a particular category.
+
+        :param category: The category to search for entries.
+        :param name: If specified, only entries with that name are returned.
+        """
+        for dist in self.get_distributions():
+            r = dist.exports
+            if category in r:
+                d = r[category]
+                if name is not None:
+                    if name in d:
+                        yield d[name]
+                else:
+                    for v in d.values():
+                        yield v
+
+
+class Distribution(object):
+    """
+    A base class for distributions, whether installed or from indexes.
+    Either way, it must have some metadata, so that's all that's needed
+    for construction.
+    """
+
+    build_time_dependency = False
+    """
+    Set to True if it's known to be only a build-time dependency (i.e.
+    not needed after installation).
+    """
+
+    requested = False
+    """A boolean that indicates whether the ``REQUESTED`` metadata file is
+    present (in other words, whether the package was installed by user
+    request or it was installed as a dependency)."""
+
+    def __init__(self, metadata):
+        """
+        Initialise an instance.
+        :param metadata: The instance of :class:`Metadata` describing this
+        distribution.
+        """
+        self.metadata = metadata
+        self.name = metadata.name
+        self.key = self.name.lower()    # for case-insensitive comparisons
+        self.version = metadata.version
+        self.locator = None
+        self.digest = None
+        self.extras = None      # additional features requested
+        self.context = None     # environment marker overrides
+        self.download_urls = set()
+        self.digests = {}
+
+    @property
+    def source_url(self):
+        """
+        The source archive download URL for this distribution.
+        """
+        return self.metadata.source_url
+
+    download_url = source_url   # Backward compatibility
+
+    @property
+    def name_and_version(self):
+        """
+        A utility property which displays the name and version in parentheses.
+        """
+        return '%s (%s)' % (self.name, self.version)
+
+    @property
+    def provides(self):
+        """
+        A set of distribution names and versions provided by this distribution.
+        :return: A set of "name (version)" strings.
+        """
+        plist = self.metadata.provides
+        s = '%s (%s)' % (self.name, self.version)
+        if s not in plist:
+            plist.append(s)
+        return plist
+
+    def _get_requirements(self, req_attr):
+        md = self.metadata
+        reqts = getattr(md, req_attr)
+        logger.debug('%s: got requirements %r from metadata: %r', self.name, req_attr,
+                     reqts)
+        return set(md.get_requirements(reqts, extras=self.extras,
+                                       env=self.context))
+
+    @property
+    def run_requires(self):
+        return self._get_requirements('run_requires')
+
+    @property
+    def meta_requires(self):
+        return self._get_requirements('meta_requires')
+
+    @property
+    def build_requires(self):
+        return self._get_requirements('build_requires')
+
+    @property
+    def test_requires(self):
+        return self._get_requirements('test_requires')
+
+    @property
+    def dev_requires(self):
+        return self._get_requirements('dev_requires')
+
+    def matches_requirement(self, req):
+        """
+        Say if this instance matches (fulfills) a requirement.
+        :param req: The requirement to match.
+        :rtype req: str
+        :return: True if it matches, else False.
+        """
+        # Requirement may contain extras - parse to lose those
+        # from what's passed to the matcher
+        r = parse_requirement(req)
+        scheme = get_scheme(self.metadata.scheme)
+        try:
+            matcher = scheme.matcher(r.requirement)
+        except UnsupportedVersionError:
+            # XXX compat-mode if cannot read the version
+            logger.warning('could not read version %r - using name only',
+                           req)
+            name = req.split()[0]
+            matcher = scheme.matcher(name)
+
+        name = matcher.key   # case-insensitive
+
+        result = False
+        for p in self.provides:
+            p_name, p_ver = parse_name_and_version(p)
+            if p_name != name:
+                continue
+            try:
+                result = matcher.match(p_ver)
+                break
+            except UnsupportedVersionError:
+                pass
+        return result
+
+    def __repr__(self):
+        """
+        Return a textual representation of this instance,
+        """
+        if self.source_url:
+            suffix = ' [%s]' % self.source_url
+        else:
+            suffix = ''
+        return '<Distribution %s (%s)%s>' % (self.name, self.version, suffix)
+
+    def __eq__(self, other):
+        """
+        See if this distribution is the same as another.
+        :param other: The distribution to compare with. To be equal to one
+                      another. distributions must have the same type, name,
+                      version and source_url.
+        :return: True if it is the same, else False.
+        """
+        if type(other) is not type(self):
+            result = False
+        else:
+            result = (self.name == other.name and
+                      self.version == other.version and
+                      self.source_url == other.source_url)
+        return result
+
+    def __hash__(self):
+        """
+        Compute hash in a way which matches the equality test.
+        """
+        return hash(self.name) + hash(self.version) + hash(self.source_url)
+
+
+class BaseInstalledDistribution(Distribution):
+    """
+    This is the base class for installed distributions (whether PEP 376 or
+    legacy).
+    """
+
+    hasher = None
+
+    def __init__(self, metadata, path, env=None):
+        """
+        Initialise an instance.
+        :param metadata: An instance of :class:`Metadata` which describes the
+                         distribution. This will normally have been initialised
+                         from a metadata file in the ``path``.
+        :param path:     The path of the ``.dist-info`` or ``.egg-info``
+                         directory for the distribution.
+        :param env:      This is normally the :class:`DistributionPath`
+                         instance where this distribution was found.
+        """
+        super(BaseInstalledDistribution, self).__init__(metadata)
+        self.path = path
+        self.dist_path = env
+
+    def get_hash(self, data, hasher=None):
+        """
+        Get the hash of some data, using a particular hash algorithm, if
+        specified.
+
+        :param data: The data to be hashed.
+        :type data: bytes
+        :param hasher: The name of a hash implementation, supported by hashlib,
+                       or ``None``. Examples of valid values are ``'sha1'``,
+                       ``'sha224'``, ``'sha384'``, '``sha256'``, ``'md5'`` and
+                       ``'sha512'``. If no hasher is specified, the ``hasher``
+                       attribute of the :class:`InstalledDistribution` instance
+                       is used. If the hasher is determined to be ``None``, MD5
+                       is used as the hashing algorithm.
+        :returns: The hash of the data. If a hasher was explicitly specified,
+                  the returned hash will be prefixed with the specified hasher
+                  followed by '='.
+        :rtype: str
+        """
+        if hasher is None:
+            hasher = self.hasher
+        if hasher is None:
+            hasher = hashlib.md5
+            prefix = ''
+        else:
+            hasher = getattr(hashlib, hasher)
+            prefix = '%s=' % self.hasher
+        digest = hasher(data).digest()
+        digest = base64.urlsafe_b64encode(digest).rstrip(b'=').decode('ascii')
+        return '%s%s' % (prefix, digest)
+
+
+class InstalledDistribution(BaseInstalledDistribution):
+    """
+    Created with the *path* of the ``.dist-info`` directory provided to the
+    constructor. It reads the metadata contained in ``pydist.json`` when it is
+    instantiated., or uses a passed in Metadata instance (useful for when
+    dry-run mode is being used).
+    """
+
+    hasher = 'sha256'
+
+    def __init__(self, path, metadata=None, env=None):
+        self.modules = []
+        self.finder = finder = resources.finder_for_path(path)
+        if finder is None:
+            raise ValueError('finder unavailable for %s' % path)
+        if env and env._cache_enabled and path in env._cache.path:
+            metadata = env._cache.path[path].metadata
+        elif metadata is None:
+            r = finder.find(METADATA_FILENAME)
+            # Temporary - for Wheel 0.23 support
+            if r is None:
+                r = finder.find(WHEEL_METADATA_FILENAME)
+            # Temporary - for legacy support
+            if r is None:
+                r = finder.find(LEGACY_METADATA_FILENAME)
+            if r is None:
+                raise ValueError('no %s found in %s' % (METADATA_FILENAME,
+                                                        path))
+            with contextlib.closing(r.as_stream()) as stream:
+                metadata = Metadata(fileobj=stream, scheme='legacy')
+
+        super(InstalledDistribution, self).__init__(metadata, path, env)
+
+        if env and env._cache_enabled:
+            env._cache.add(self)
+
+        r = finder.find('REQUESTED')
+        self.requested = r is not None
+        p  = os.path.join(path, 'top_level.txt')
+        if os.path.exists(p):
+            with open(p, 'rb') as f:
+                data = f.read().decode('utf-8')
+            self.modules = data.splitlines()
+
+    def __repr__(self):
+        return '<InstalledDistribution %r %s at %r>' % (
+            self.name, self.version, self.path)
+
+    def __str__(self):
+        return "%s %s" % (self.name, self.version)
+
+    def _get_records(self):
+        """
+        Get the list of installed files for the distribution
+        :return: A list of tuples of path, hash and size. Note that hash and
+                 size might be ``None`` for some entries. The path is exactly
+                 as stored in the file (which is as in PEP 376).
+        """
+        results = []
+        r = self.get_distinfo_resource('RECORD')
+        with contextlib.closing(r.as_stream()) as stream:
+            with CSVReader(stream=stream) as record_reader:
+                # Base location is parent dir of .dist-info dir
+                #base_location = os.path.dirname(self.path)
+                #base_location = os.path.abspath(base_location)
+                for row in record_reader:
+                    missing = [None for i in range(len(row), 3)]
+                    path, checksum, size = row + missing
+                    #if not os.path.isabs(path):
+                    #    path = path.replace('/', os.sep)
+                    #    path = os.path.join(base_location, path)
+                    results.append((path, checksum, size))
+        return results
+
+    @cached_property
+    def exports(self):
+        """
+        Return the information exported by this distribution.
+        :return: A dictionary of exports, mapping an export category to a dict
+                 of :class:`ExportEntry` instances describing the individual
+                 export entries, and keyed by name.
+        """
+        result = {}
+        r = self.get_distinfo_resource(EXPORTS_FILENAME)
+        if r:
+            result = self.read_exports()
+        return result
+
+    def read_exports(self):
+        """
+        Read exports data from a file in .ini format.
+
+        :return: A dictionary of exports, mapping an export category to a list
+                 of :class:`ExportEntry` instances describing the individual
+                 export entries.
+        """
+        result = {}
+        r = self.get_distinfo_resource(EXPORTS_FILENAME)
+        if r:
+            with contextlib.closing(r.as_stream()) as stream:
+                result = read_exports(stream)
+        return result
+
+    def write_exports(self, exports):
+        """
+        Write a dictionary of exports to a file in .ini format.
+        :param exports: A dictionary of exports, mapping an export category to
+                        a list of :class:`ExportEntry` instances describing the
+                        individual export entries.
+        """
+        rf = self.get_distinfo_file(EXPORTS_FILENAME)
+        with open(rf, 'w') as f:
+            write_exports(exports, f)
+
+    def get_resource_path(self, relative_path):
+        """
+        NOTE: This API may change in the future.
+
+        Return the absolute path to a resource file with the given relative
+        path.
+
+        :param relative_path: The path, relative to .dist-info, of the resource
+                              of interest.
+        :return: The absolute path where the resource is to be found.
+        """
+        r = self.get_distinfo_resource('RESOURCES')
+        with contextlib.closing(r.as_stream()) as stream:
+            with CSVReader(stream=stream) as resources_reader:
+                for relative, destination in resources_reader:
+                    if relative == relative_path:
+                        return destination
+        raise KeyError('no resource file with relative path %r '
+                       'is installed' % relative_path)
+
+    def list_installed_files(self):
+        """
+        Iterates over the ``RECORD`` entries and returns a tuple
+        ``(path, hash, size)`` for each line.
+
+        :returns: iterator of (path, hash, size)
+        """
+        for result in self._get_records():
+            yield result
+
+    def write_installed_files(self, paths, prefix, dry_run=False):
+        """
+        Writes the ``RECORD`` file, using the ``paths`` iterable passed in. Any
+        existing ``RECORD`` file is silently overwritten.
+
+        prefix is used to determine when to write absolute paths.
+        """
+        prefix = os.path.join(prefix, '')
+        base = os.path.dirname(self.path)
+        base_under_prefix = base.startswith(prefix)
+        base = os.path.join(base, '')
+        record_path = self.get_distinfo_file('RECORD')
+        logger.info('creating %s', record_path)
+        if dry_run:
+            return None
+        with CSVWriter(record_path) as writer:
+            for path in paths:
+                if os.path.isdir(path) or path.endswith(('.pyc', '.pyo')):
+                    # do not put size and hash, as in PEP-376
+                    hash_value = size = ''
+                else:
+                    size = '%d' % os.path.getsize(path)
+                    with open(path, 'rb') as fp:
+                        hash_value = self.get_hash(fp.read())
+                if path.startswith(base) or (base_under_prefix and
+                                             path.startswith(prefix)):
+                    path = os.path.relpath(path, base)
+                writer.writerow((path, hash_value, size))
+
+            # add the RECORD file itself
+            if record_path.startswith(base):
+                record_path = os.path.relpath(record_path, base)
+            writer.writerow((record_path, '', ''))
+        return record_path
+
+    def check_installed_files(self):
+        """
+        Checks that the hashes and sizes of the files in ``RECORD`` are
+        matched by the files themselves. Returns a (possibly empty) list of
+        mismatches. Each entry in the mismatch list will be a tuple consisting
+        of the path, 'exists', 'size' or 'hash' according to what didn't match
+        (existence is checked first, then size, then hash), the expected
+        value and the actual value.
+        """
+        mismatches = []
+        base = os.path.dirname(self.path)
+        record_path = self.get_distinfo_file('RECORD')
+        for path, hash_value, size in self.list_installed_files():
+            if not os.path.isabs(path):
+                path = os.path.join(base, path)
+            if path == record_path:
+                continue
+            if not os.path.exists(path):
+                mismatches.append((path, 'exists', True, False))
+            elif os.path.isfile(path):
+                actual_size = str(os.path.getsize(path))
+                if size and actual_size != size:
+                    mismatches.append((path, 'size', size, actual_size))
+                elif hash_value:
+                    if '=' in hash_value:
+                        hasher = hash_value.split('=', 1)[0]
+                    else:
+                        hasher = None
+
+                    with open(path, 'rb') as f:
+                        actual_hash = self.get_hash(f.read(), hasher)
+                        if actual_hash != hash_value:
+                            mismatches.append((path, 'hash', hash_value, actual_hash))
+        return mismatches
+
+    @cached_property
+    def shared_locations(self):
+        """
+        A dictionary of shared locations whose keys are in the set 'prefix',
+        'purelib', 'platlib', 'scripts', 'headers', 'data' and 'namespace'.
+        The corresponding value is the absolute path of that category for
+        this distribution, and takes into account any paths selected by the
+        user at installation time (e.g. via command-line arguments). In the
+        case of the 'namespace' key, this would be a list of absolute paths
+        for the roots of namespace packages in this distribution.
+
+        The first time this property is accessed, the relevant information is
+        read from the SHARED file in the .dist-info directory.
+        """
+        result = {}
+        shared_path = os.path.join(self.path, 'SHARED')
+        if os.path.isfile(shared_path):
+            with codecs.open(shared_path, 'r', encoding='utf-8') as f:
+                lines = f.read().splitlines()
+            for line in lines:
+                key, value = line.split('=', 1)
+                if key == 'namespace':
+                    result.setdefault(key, []).append(value)
+                else:
+                    result[key] = value
+        return result
+
+    def write_shared_locations(self, paths, dry_run=False):
+        """
+        Write shared location information to the SHARED file in .dist-info.
+        :param paths: A dictionary as described in the documentation for
+        :meth:`shared_locations`.
+        :param dry_run: If True, the action is logged but no file is actually
+                        written.
+        :return: The path of the file written to.
+        """
+        shared_path = os.path.join(self.path, 'SHARED')
+        logger.info('creating %s', shared_path)
+        if dry_run:
+            return None
+        lines = []
+        for key in ('prefix', 'lib', 'headers', 'scripts', 'data'):
+            path = paths[key]
+            if os.path.isdir(paths[key]):
+                lines.append('%s=%s' % (key,  path))
+        for ns in paths.get('namespace', ()):
+            lines.append('namespace=%s' % ns)
+
+        with codecs.open(shared_path, 'w', encoding='utf-8') as f:
+            f.write('\n'.join(lines))
+        return shared_path
+
+    def get_distinfo_resource(self, path):
+        if path not in DIST_FILES:
+            raise DistlibException('invalid path for a dist-info file: '
+                                   '%r at %r' % (path, self.path))
+        finder = resources.finder_for_path(self.path)
+        if finder is None:
+            raise DistlibException('Unable to get a finder for %s' % self.path)
+        return finder.find(path)
+
+    def get_distinfo_file(self, path):
+        """
+        Returns a path located under the ``.dist-info`` directory. Returns a
+        string representing the path.
+
+        :parameter path: a ``'/'``-separated path relative to the
+                         ``.dist-info`` directory or an absolute path;
+                         If *path* is an absolute path and doesn't start
+                         with the ``.dist-info`` directory path,
+                         a :class:`DistlibException` is raised
+        :type path: str
+        :rtype: str
+        """
+        # Check if it is an absolute path  # XXX use relpath, add tests
+        if path.find(os.sep) >= 0:
+            # it's an absolute path?
+            distinfo_dirname, path = path.split(os.sep)[-2:]
+            if distinfo_dirname != self.path.split(os.sep)[-1]:
+                raise DistlibException(
+                    'dist-info file %r does not belong to the %r %s '
+                    'distribution' % (path, self.name, self.version))
+
+        # The file must be relative
+        if path not in DIST_FILES:
+            raise DistlibException('invalid path for a dist-info file: '
+                                   '%r at %r' % (path, self.path))
+
+        return os.path.join(self.path, path)
+
+    def list_distinfo_files(self):
+        """
+        Iterates over the ``RECORD`` entries and returns paths for each line if
+        the path is pointing to a file located in the ``.dist-info`` directory
+        or one of its subdirectories.
+
+        :returns: iterator of paths
+        """
+        base = os.path.dirname(self.path)
+        for path, checksum, size in self._get_records():
+            # XXX add separator or use real relpath algo
+            if not os.path.isabs(path):
+                path = os.path.join(base, path)
+            if path.startswith(self.path):
+                yield path
+
+    def __eq__(self, other):
+        return (isinstance(other, InstalledDistribution) and
+                self.path == other.path)
+
+    # See http://docs.python.org/reference/datamodel#object.__hash__
+    __hash__ = object.__hash__
+
+
+class EggInfoDistribution(BaseInstalledDistribution):
+    """Created with the *path* of the ``.egg-info`` directory or file provided
+    to the constructor. It reads the metadata contained in the file itself, or
+    if the given path happens to be a directory, the metadata is read from the
+    file ``PKG-INFO`` under that directory."""
+
+    requested = True    # as we have no way of knowing, assume it was
+    shared_locations = {}
+
+    def __init__(self, path, env=None):
+        def set_name_and_version(s, n, v):
+            s.name = n
+            s.key = n.lower()   # for case-insensitive comparisons
+            s.version = v
+
+        self.path = path
+        self.dist_path = env
+        if env and env._cache_enabled and path in env._cache_egg.path:
+            metadata = env._cache_egg.path[path].metadata
+            set_name_and_version(self, metadata.name, metadata.version)
+        else:
+            metadata = self._get_metadata(path)
+
+            # Need to be set before caching
+            set_name_and_version(self, metadata.name, metadata.version)
+
+            if env and env._cache_enabled:
+                env._cache_egg.add(self)
+        super(EggInfoDistribution, self).__init__(metadata, path, env)
+
+    def _get_metadata(self, path):
+        requires = None
+
+        def parse_requires_data(data):
+            """Create a list of dependencies from a requires.txt file.
+
+            *data*: the contents of a setuptools-produced requires.txt file.
+            """
+            reqs = []
+            lines = data.splitlines()
+            for line in lines:
+                line = line.strip()
+                if line.startswith('['):
+                    logger.warning('Unexpected line: quitting requirement scan: %r',
+                                   line)
+                    break
+                r = parse_requirement(line)
+                if not r:
+                    logger.warning('Not recognised as a requirement: %r', line)
+                    continue
+                if r.extras:
+                    logger.warning('extra requirements in requires.txt are '
+                                   'not supported')
+                if not r.constraints:
+                    reqs.append(r.name)
+                else:
+                    cons = ', '.join('%s%s' % c for c in r.constraints)
+                    reqs.append('%s (%s)' % (r.name, cons))
+            return reqs
+
+        def parse_requires_path(req_path):
+            """Create a list of dependencies from a requires.txt file.
+
+            *req_path*: the path to a setuptools-produced requires.txt file.
+            """
+
+            reqs = []
+            try:
+                with codecs.open(req_path, 'r', 'utf-8') as fp:
+                    reqs = parse_requires_data(fp.read())
+            except IOError:
+                pass
+            return reqs
+
+        tl_path = tl_data = None
+        if path.endswith('.egg'):
+            if os.path.isdir(path):
+                p = os.path.join(path, 'EGG-INFO')
+                meta_path = os.path.join(p, 'PKG-INFO')
+                metadata = Metadata(path=meta_path, scheme='legacy')
+                req_path = os.path.join(p, 'requires.txt')
+                tl_path = os.path.join(p, 'top_level.txt')
+                requires = parse_requires_path(req_path)
+            else:
+                # FIXME handle the case where zipfile is not available
+                zipf = zipimport.zipimporter(path)
+                fileobj = StringIO(
+                    zipf.get_data('EGG-INFO/PKG-INFO').decode('utf8'))
+                metadata = Metadata(fileobj=fileobj, scheme='legacy')
+                try:
+                    data = zipf.get_data('EGG-INFO/requires.txt')
+                    tl_data = zipf.get_data('EGG-INFO/top_level.txt').decode('utf-8')
+                    requires = parse_requires_data(data.decode('utf-8'))
+                except IOError:
+                    requires = None
+        elif path.endswith('.egg-info'):
+            if os.path.isdir(path):
+                req_path = os.path.join(path, 'requires.txt')
+                requires = parse_requires_path(req_path)
+                path = os.path.join(path, 'PKG-INFO')
+                tl_path = os.path.join(path, 'top_level.txt')
+            metadata = Metadata(path=path, scheme='legacy')
+        else:
+            raise DistlibException('path must end with .egg-info or .egg, '
+                                   'got %r' % path)
+
+        if requires:
+            metadata.add_requirements(requires)
+        # look for top-level modules in top_level.txt, if present
+        if tl_data is None:
+            if tl_path is not None and os.path.exists(tl_path):
+                with open(tl_path, 'rb') as f:
+                    tl_data = f.read().decode('utf-8')
+        if not tl_data:
+            tl_data = []
+        else:
+            tl_data = tl_data.splitlines()
+        self.modules = tl_data
+        return metadata
+
+    def __repr__(self):
+        return '<EggInfoDistribution %r %s at %r>' % (
+            self.name, self.version, self.path)
+
+    def __str__(self):
+        return "%s %s" % (self.name, self.version)
+
+    def check_installed_files(self):
+        """
+        Checks that the hashes and sizes of the files in ``RECORD`` are
+        matched by the files themselves. Returns a (possibly empty) list of
+        mismatches. Each entry in the mismatch list will be a tuple consisting
+        of the path, 'exists', 'size' or 'hash' according to what didn't match
+        (existence is checked first, then size, then hash), the expected
+        value and the actual value.
+        """
+        mismatches = []
+        record_path = os.path.join(self.path, 'installed-files.txt')
+        if os.path.exists(record_path):
+            for path, _, _ in self.list_installed_files():
+                if path == record_path:
+                    continue
+                if not os.path.exists(path):
+                    mismatches.append((path, 'exists', True, False))
+        return mismatches
+
+    def list_installed_files(self):
+        """
+        Iterates over the ``installed-files.txt`` entries and returns a tuple
+        ``(path, hash, size)`` for each line.
+
+        :returns: a list of (path, hash, size)
+        """
+
+        def _md5(path):
+            f = open(path, 'rb')
+            try:
+                content = f.read()
+            finally:
+                f.close()
+            return hashlib.md5(content).hexdigest()
+
+        def _size(path):
+            return os.stat(path).st_size
+
+        record_path = os.path.join(self.path, 'installed-files.txt')
+        result = []
+        if os.path.exists(record_path):
+            with codecs.open(record_path, 'r', encoding='utf-8') as f:
+                for line in f:
+                    line = line.strip()
+                    p = os.path.normpath(os.path.join(self.path, line))
+                    # "./" is present as a marker between installed files
+                    # and installation metadata files
+                    if not os.path.exists(p):
+                        logger.warning('Non-existent file: %s', p)
+                        if p.endswith(('.pyc', '.pyo')):
+                            continue
+                        #otherwise fall through and fail
+                    if not os.path.isdir(p):
+                        result.append((p, _md5(p), _size(p)))
+            result.append((record_path, None, None))
+        return result
+
+    def list_distinfo_files(self, absolute=False):
+        """
+        Iterates over the ``installed-files.txt`` entries and returns paths for
+        each line if the path is pointing to a file located in the
+        ``.egg-info`` directory or one of its subdirectories.
+
+        :parameter absolute: If *absolute* is ``True``, each returned path is
+                          transformed into a local absolute path. Otherwise the
+                          raw value from ``installed-files.txt`` is returned.
+        :type absolute: boolean
+        :returns: iterator of paths
+        """
+        record_path = os.path.join(self.path, 'installed-files.txt')
+        if os.path.exists(record_path):
+            skip = True
+            with codecs.open(record_path, 'r', encoding='utf-8') as f:
+                for line in f:
+                    line = line.strip()
+                    if line == './':
+                        skip = False
+                        continue
+                    if not skip:
+                        p = os.path.normpath(os.path.join(self.path, line))
+                        if p.startswith(self.path):
+                            if absolute:
+                                yield p
+                            else:
+                                yield line
+
+    def __eq__(self, other):
+        return (isinstance(other, EggInfoDistribution) and
+                self.path == other.path)
+
+    # See http://docs.python.org/reference/datamodel#object.__hash__
+    __hash__ = object.__hash__
+
+new_dist_class = InstalledDistribution
+old_dist_class = EggInfoDistribution
+
+
+class DependencyGraph(object):
+    """
+    Represents a dependency graph between distributions.
+
+    The dependency relationships are stored in an ``adjacency_list`` that maps
+    distributions to a list of ``(other, label)`` tuples where  ``other``
+    is a distribution and the edge is labeled with ``label`` (i.e. the version
+    specifier, if such was provided). Also, for more efficient traversal, for
+    every distribution ``x``, a list of predecessors is kept in
+    ``reverse_list[x]``. An edge from distribution ``a`` to
+    distribution ``b`` means that ``a`` depends on ``b``. If any missing
+    dependencies are found, they are stored in ``missing``, which is a
+    dictionary that maps distributions to a list of requirements that were not
+    provided by any other distributions.
+    """
+
+    def __init__(self):
+        self.adjacency_list = {}
+        self.reverse_list = {}
+        self.missing = {}
+
+    def add_distribution(self, distribution):
+        """Add the *distribution* to the graph.
+
+        :type distribution: :class:`distutils2.database.InstalledDistribution`
+                            or :class:`distutils2.database.EggInfoDistribution`
+        """
+        self.adjacency_list[distribution] = []
+        self.reverse_list[distribution] = []
+        #self.missing[distribution] = []
+
+    def add_edge(self, x, y, label=None):
+        """Add an edge from distribution *x* to distribution *y* with the given
+        *label*.
+
+        :type x: :class:`distutils2.database.InstalledDistribution` or
+                 :class:`distutils2.database.EggInfoDistribution`
+        :type y: :class:`distutils2.database.InstalledDistribution` or
+                 :class:`distutils2.database.EggInfoDistribution`
+        :type label: ``str`` or ``None``
+        """
+        self.adjacency_list[x].append((y, label))
+        # multiple edges are allowed, so be careful
+        if x not in self.reverse_list[y]:
+            self.reverse_list[y].append(x)
+
+    def add_missing(self, distribution, requirement):
+        """
+        Add a missing *requirement* for the given *distribution*.
+
+        :type distribution: :class:`distutils2.database.InstalledDistribution`
+                            or :class:`distutils2.database.EggInfoDistribution`
+        :type requirement: ``str``
+        """
+        logger.debug('%s missing %r', distribution, requirement)
+        self.missing.setdefault(distribution, []).append(requirement)
+
+    def _repr_dist(self, dist):
+        return '%s %s' % (dist.name, dist.version)
+
+    def repr_node(self, dist, level=1):
+        """Prints only a subgraph"""
+        output = [self._repr_dist(dist)]
+        for other, label in self.adjacency_list[dist]:
+            dist = self._repr_dist(other)
+            if label is not None:
+                dist = '%s [%s]' % (dist, label)
+            output.append('    ' * level + str(dist))
+            suboutput = self.repr_node(other, level + 1)
+            subs = suboutput.split('\n')
+            output.extend(subs[1:])
+        return '\n'.join(output)
+
+    def to_dot(self, f, skip_disconnected=True):
+        """Writes a DOT output for the graph to the provided file *f*.
+
+        If *skip_disconnected* is set to ``True``, then all distributions
+        that are not dependent on any other distribution are skipped.
+
+        :type f: has to support ``file``-like operations
+        :type skip_disconnected: ``bool``
+        """
+        disconnected = []
+
+        f.write("digraph dependencies {\n")
+        for dist, adjs in self.adjacency_list.items():
+            if len(adjs) == 0 and not skip_disconnected:
+                disconnected.append(dist)
+            for other, label in adjs:
+                if not label is None:
+                    f.write('"%s" -> "%s" [label="%s"]\n' %
+                            (dist.name, other.name, label))
+                else:
+                    f.write('"%s" -> "%s"\n' % (dist.name, other.name))
+        if not skip_disconnected and len(disconnected) > 0:
+            f.write('subgraph disconnected {\n')
+            f.write('label = "Disconnected"\n')
+            f.write('bgcolor = red\n')
+
+            for dist in disconnected:
+                f.write('"%s"' % dist.name)
+                f.write('\n')
+            f.write('}\n')
+        f.write('}\n')
+
+    def topological_sort(self):
+        """
+        Perform a topological sort of the graph.
+        :return: A tuple, the first element of which is a topologically sorted
+                 list of distributions, and the second element of which is a
+                 list of distributions that cannot be sorted because they have
+                 circular dependencies and so form a cycle.
+        """
+        result = []
+        # Make a shallow copy of the adjacency list
+        alist = {}
+        for k, v in self.adjacency_list.items():
+            alist[k] = v[:]
+        while True:
+            # See what we can remove in this run
+            to_remove = []
+            for k, v in list(alist.items())[:]:
+                if not v:
+                    to_remove.append(k)
+                    del alist[k]
+            if not to_remove:
+                # What's left in alist (if anything) is a cycle.
+                break
+            # Remove from the adjacency list of others
+            for k, v in alist.items():
+                alist[k] = [(d, r) for d, r in v if d not in to_remove]
+            logger.debug('Moving to result: %s',
+                         ['%s (%s)' % (d.name, d.version) for d in to_remove])
+            result.extend(to_remove)
+        return result, list(alist.keys())
+
+    def __repr__(self):
+        """Representation of the graph"""
+        output = []
+        for dist, adjs in self.adjacency_list.items():
+            output.append(self.repr_node(dist))
+        return '\n'.join(output)
+
+
+def make_graph(dists, scheme='default'):
+    """Makes a dependency graph from the given distributions.
+
+    :parameter dists: a list of distributions
+    :type dists: list of :class:`distutils2.database.InstalledDistribution` and
+                 :class:`distutils2.database.EggInfoDistribution` instances
+    :rtype: a :class:`DependencyGraph` instance
+    """
+    scheme = get_scheme(scheme)
+    graph = DependencyGraph()
+    provided = {}  # maps names to lists of (version, dist) tuples
+
+    # first, build the graph and find out what's provided
+    for dist in dists:
+        graph.add_distribution(dist)
+
+        for p in dist.provides:
+            name, version = parse_name_and_version(p)
+            logger.debug('Add to provided: %s, %s, %s', name, version, dist)
+            provided.setdefault(name, []).append((version, dist))
+
+    # now make the edges
+    for dist in dists:
+        requires = (dist.run_requires | dist.meta_requires |
+                    dist.build_requires | dist.dev_requires)
+        for req in requires:
+            try:
+                matcher = scheme.matcher(req)
+            except UnsupportedVersionError:
+                # XXX compat-mode if cannot read the version
+                logger.warning('could not read version %r - using name only',
+                               req)
+                name = req.split()[0]
+                matcher = scheme.matcher(name)
+
+            name = matcher.key   # case-insensitive
+
+            matched = False
+            if name in provided:
+                for version, provider in provided[name]:
+                    try:
+                        match = matcher.match(version)
+                    except UnsupportedVersionError:
+                        match = False
+
+                    if match:
+                        graph.add_edge(dist, provider, req)
+                        matched = True
+                        break
+            if not matched:
+                graph.add_missing(dist, req)
+    return graph
+
+
+def get_dependent_dists(dists, dist):
+    """Recursively generate a list of distributions from *dists* that are
+    dependent on *dist*.
+
+    :param dists: a list of distributions
+    :param dist: a distribution, member of *dists* for which we are interested
+    """
+    if dist not in dists:
+        raise DistlibException('given distribution %r is not a member '
+                               'of the list' % dist.name)
+    graph = make_graph(dists)
+
+    dep = [dist]  # dependent distributions
+    todo = graph.reverse_list[dist]  # list of nodes we should inspect
+
+    while todo:
+        d = todo.pop()
+        dep.append(d)
+        for succ in graph.reverse_list[d]:
+            if succ not in dep:
+                todo.append(succ)
+
+    dep.pop(0)  # remove dist from dep, was there to prevent infinite loops
+    return dep
+
+
+def get_required_dists(dists, dist):
+    """Recursively generate a list of distributions from *dists* that are
+    required by *dist*.
+
+    :param dists: a list of distributions
+    :param dist: a distribution, member of *dists* for which we are interested
+                 in finding the dependencies.
+    """
+    if dist not in dists:
+        raise DistlibException('given distribution %r is not a member '
+                               'of the list' % dist.name)
+    graph = make_graph(dists)
+
+    req = set()  # required distributions
+    todo = graph.adjacency_list[dist]  # list of nodes we should inspect
+    seen = set(t[0] for t in todo) # already added to todo
+
+    while todo:
+        d = todo.pop()[0]
+        req.add(d)
+        pred_list = graph.adjacency_list[d]
+        for pred in pred_list:
+            d = pred[0]
+            if d not in req and d not in seen:
+                seen.add(d)
+                todo.append(pred)
+    return req
+
+
+def make_dist(name, version, **kwargs):
+    """
+    A convenience method for making a dist given just a name and version.
+    """
+    summary = kwargs.pop('summary', 'Placeholder for summary')
+    md = Metadata(**kwargs)
+    md.name = name
+    md.version = version
+    md.summary = summary or 'Placeholder for summary'
+    return Distribution(md)
diff --git a/venv/lib/python3.8/site-packages/distlib/index.py b/venv/lib/python3.8/site-packages/distlib/index.py
new file mode 100644
index 0000000..9b6d129
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib/index.py
@@ -0,0 +1,508 @@
+# -*- coding: utf-8 -*-
+#
+# Copyright (C) 2013 Vinay Sajip.
+# Licensed to the Python Software Foundation under a contributor agreement.
+# See LICENSE.txt and CONTRIBUTORS.txt.
+#
+import hashlib
+import logging
+import os
+import shutil
+import subprocess
+import tempfile
+try:
+    from threading import Thread
+except ImportError:  # pragma: no cover
+    from dummy_threading import Thread
+
+from . import DistlibException
+from .compat import (HTTPBasicAuthHandler, Request, HTTPPasswordMgr,
+                     urlparse, build_opener, string_types)
+from .util import zip_dir, ServerProxy
+
+logger = logging.getLogger(__name__)
+
+DEFAULT_INDEX = 'https://pypi.org/pypi'
+DEFAULT_REALM = 'pypi'
+
+class PackageIndex(object):
+    """
+    This class represents a package index compatible with PyPI, the Python
+    Package Index.
+    """
+
+    boundary = b'----------ThIs_Is_tHe_distlib_index_bouNdaRY_$'
+
+    def __init__(self, url=None):
+        """
+        Initialise an instance.
+
+        :param url: The URL of the index. If not specified, the URL for PyPI is
+                    used.
+        """
+        self.url = url or DEFAULT_INDEX
+        self.read_configuration()
+        scheme, netloc, path, params, query, frag = urlparse(self.url)
+        if params or query or frag or scheme not in ('http', 'https'):
+            raise DistlibException('invalid repository: %s' % self.url)
+        self.password_handler = None
+        self.ssl_verifier = None
+        self.gpg = None
+        self.gpg_home = None
+        with open(os.devnull, 'w') as sink:
+            # Use gpg by default rather than gpg2, as gpg2 insists on
+            # prompting for passwords
+            for s in ('gpg', 'gpg2'):
+                try:
+                    rc = subprocess.check_call([s, '--version'], stdout=sink,
+                                               stderr=sink)
+                    if rc == 0:
+                        self.gpg = s
+                        break
+                except OSError:
+                    pass
+
+    def _get_pypirc_command(self):
+        """
+        Get the distutils command for interacting with PyPI configurations.
+        :return: the command.
+        """
+        from .util import _get_pypirc_command as cmd
+        return cmd()
+
+    def read_configuration(self):
+        """
+        Read the PyPI access configuration as supported by distutils. This populates
+        ``username``, ``password``, ``realm`` and ``url`` attributes from the
+        configuration.
+        """
+        from .util import _load_pypirc
+        cfg = _load_pypirc(self)
+        self.username = cfg.get('username')
+        self.password = cfg.get('password')
+        self.realm = cfg.get('realm', 'pypi')
+        self.url = cfg.get('repository', self.url)
+
+    def save_configuration(self):
+        """
+        Save the PyPI access configuration. You must have set ``username`` and
+        ``password`` attributes before calling this method.
+        """
+        self.check_credentials()
+        from .util import _store_pypirc
+        _store_pypirc(self)
+
+    def check_credentials(self):
+        """
+        Check that ``username`` and ``password`` have been set, and raise an
+        exception if not.
+        """
+        if self.username is None or self.password is None:
+            raise DistlibException('username and password must be set')
+        pm = HTTPPasswordMgr()
+        _, netloc, _, _, _, _ = urlparse(self.url)
+        pm.add_password(self.realm, netloc, self.username, self.password)
+        self.password_handler = HTTPBasicAuthHandler(pm)
+
+    def register(self, metadata):  # pragma: no cover
+        """
+        Register a distribution on PyPI, using the provided metadata.
+
+        :param metadata: A :class:`Metadata` instance defining at least a name
+                         and version number for the distribution to be
+                         registered.
+        :return: The HTTP response received from PyPI upon submission of the
+                request.
+        """
+        self.check_credentials()
+        metadata.validate()
+        d = metadata.todict()
+        d[':action'] = 'verify'
+        request = self.encode_request(d.items(), [])
+        response = self.send_request(request)
+        d[':action'] = 'submit'
+        request = self.encode_request(d.items(), [])
+        return self.send_request(request)
+
+    def _reader(self, name, stream, outbuf):
+        """
+        Thread runner for reading lines of from a subprocess into a buffer.
+
+        :param name: The logical name of the stream (used for logging only).
+        :param stream: The stream to read from. This will typically a pipe
+                       connected to the output stream of a subprocess.
+        :param outbuf: The list to append the read lines to.
+        """
+        while True:
+            s = stream.readline()
+            if not s:
+                break
+            s = s.decode('utf-8').rstrip()
+            outbuf.append(s)
+            logger.debug('%s: %s' % (name, s))
+        stream.close()
+
+    def get_sign_command(self, filename, signer, sign_password, keystore=None):  # pragma: no cover
+        """
+        Return a suitable command for signing a file.
+
+        :param filename: The pathname to the file to be signed.
+        :param signer: The identifier of the signer of the file.
+        :param sign_password: The passphrase for the signer's
+                              private key used for signing.
+        :param keystore: The path to a directory which contains the keys
+                         used in verification. If not specified, the
+                         instance's ``gpg_home`` attribute is used instead.
+        :return: The signing command as a list suitable to be
+                 passed to :class:`subprocess.Popen`.
+        """
+        cmd = [self.gpg, '--status-fd', '2', '--no-tty']
+        if keystore is None:
+            keystore = self.gpg_home
+        if keystore:
+            cmd.extend(['--homedir', keystore])
+        if sign_password is not None:
+            cmd.extend(['--batch', '--passphrase-fd', '0'])
+        td = tempfile.mkdtemp()
+        sf = os.path.join(td, os.path.basename(filename) + '.asc')
+        cmd.extend(['--detach-sign', '--armor', '--local-user',
+                    signer, '--output', sf, filename])
+        logger.debug('invoking: %s', ' '.join(cmd))
+        return cmd, sf
+
+    def run_command(self, cmd, input_data=None):
+        """
+        Run a command in a child process , passing it any input data specified.
+
+        :param cmd: The command to run.
+        :param input_data: If specified, this must be a byte string containing
+                           data to be sent to the child process.
+        :return: A tuple consisting of the subprocess' exit code, a list of
+                 lines read from the subprocess' ``stdout``, and a list of
+                 lines read from the subprocess' ``stderr``.
+        """
+        kwargs = {
+            'stdout': subprocess.PIPE,
+            'stderr': subprocess.PIPE,
+        }
+        if input_data is not None:
+            kwargs['stdin'] = subprocess.PIPE
+        stdout = []
+        stderr = []
+        p = subprocess.Popen(cmd, **kwargs)
+        # We don't use communicate() here because we may need to
+        # get clever with interacting with the command
+        t1 = Thread(target=self._reader, args=('stdout', p.stdout, stdout))
+        t1.start()
+        t2 = Thread(target=self._reader, args=('stderr', p.stderr, stderr))
+        t2.start()
+        if input_data is not None:
+            p.stdin.write(input_data)
+            p.stdin.close()
+
+        p.wait()
+        t1.join()
+        t2.join()
+        return p.returncode, stdout, stderr
+
+    def sign_file(self, filename, signer, sign_password, keystore=None):  # pragma: no cover
+        """
+        Sign a file.
+
+        :param filename: The pathname to the file to be signed.
+        :param signer: The identifier of the signer of the file.
+        :param sign_password: The passphrase for the signer's
+                              private key used for signing.
+        :param keystore: The path to a directory which contains the keys
+                         used in signing. If not specified, the instance's
+                         ``gpg_home`` attribute is used instead.
+        :return: The absolute pathname of the file where the signature is
+                 stored.
+        """
+        cmd, sig_file = self.get_sign_command(filename, signer, sign_password,
+                                              keystore)
+        rc, stdout, stderr = self.run_command(cmd,
+                                              sign_password.encode('utf-8'))
+        if rc != 0:
+            raise DistlibException('sign command failed with error '
+                                   'code %s' % rc)
+        return sig_file
+
+    def upload_file(self, metadata, filename, signer=None, sign_password=None,
+                    filetype='sdist', pyversion='source', keystore=None):
+        """
+        Upload a release file to the index.
+
+        :param metadata: A :class:`Metadata` instance defining at least a name
+                         and version number for the file to be uploaded.
+        :param filename: The pathname of the file to be uploaded.
+        :param signer: The identifier of the signer of the file.
+        :param sign_password: The passphrase for the signer's
+                              private key used for signing.
+        :param filetype: The type of the file being uploaded. This is the
+                        distutils command which produced that file, e.g.
+                        ``sdist`` or ``bdist_wheel``.
+        :param pyversion: The version of Python which the release relates
+                          to. For code compatible with any Python, this would
+                          be ``source``, otherwise it would be e.g. ``3.2``.
+        :param keystore: The path to a directory which contains the keys
+                         used in signing. If not specified, the instance's
+                         ``gpg_home`` attribute is used instead.
+        :return: The HTTP response received from PyPI upon submission of the
+                request.
+        """
+        self.check_credentials()
+        if not os.path.exists(filename):
+            raise DistlibException('not found: %s' % filename)
+        metadata.validate()
+        d = metadata.todict()
+        sig_file = None
+        if signer:
+            if not self.gpg:
+                logger.warning('no signing program available - not signed')
+            else:
+                sig_file = self.sign_file(filename, signer, sign_password,
+                                          keystore)
+        with open(filename, 'rb') as f:
+            file_data = f.read()
+        md5_digest = hashlib.md5(file_data).hexdigest()
+        sha256_digest = hashlib.sha256(file_data).hexdigest()
+        d.update({
+            ':action': 'file_upload',
+            'protocol_version': '1',
+            'filetype': filetype,
+            'pyversion': pyversion,
+            'md5_digest': md5_digest,
+            'sha256_digest': sha256_digest,
+        })
+        files = [('content', os.path.basename(filename), file_data)]
+        if sig_file:
+            with open(sig_file, 'rb') as f:
+                sig_data = f.read()
+            files.append(('gpg_signature', os.path.basename(sig_file),
+                         sig_data))
+            shutil.rmtree(os.path.dirname(sig_file))
+        request = self.encode_request(d.items(), files)
+        return self.send_request(request)
+
+    def upload_documentation(self, metadata, doc_dir):  # pragma: no cover
+        """
+        Upload documentation to the index.
+
+        :param metadata: A :class:`Metadata` instance defining at least a name
+                         and version number for the documentation to be
+                         uploaded.
+        :param doc_dir: The pathname of the directory which contains the
+                        documentation. This should be the directory that
+                        contains the ``index.html`` for the documentation.
+        :return: The HTTP response received from PyPI upon submission of the
+                request.
+        """
+        self.check_credentials()
+        if not os.path.isdir(doc_dir):
+            raise DistlibException('not a directory: %r' % doc_dir)
+        fn = os.path.join(doc_dir, 'index.html')
+        if not os.path.exists(fn):
+            raise DistlibException('not found: %r' % fn)
+        metadata.validate()
+        name, version = metadata.name, metadata.version
+        zip_data = zip_dir(doc_dir).getvalue()
+        fields = [(':action', 'doc_upload'),
+                  ('name', name), ('version', version)]
+        files = [('content', name, zip_data)]
+        request = self.encode_request(fields, files)
+        return self.send_request(request)
+
+    def get_verify_command(self, signature_filename, data_filename,
+                           keystore=None):
+        """
+        Return a suitable command for verifying a file.
+
+        :param signature_filename: The pathname to the file containing the
+                                   signature.
+        :param data_filename: The pathname to the file containing the
+                              signed data.
+        :param keystore: The path to a directory which contains the keys
+                         used in verification. If not specified, the
+                         instance's ``gpg_home`` attribute is used instead.
+        :return: The verifying command as a list suitable to be
+                 passed to :class:`subprocess.Popen`.
+        """
+        cmd = [self.gpg, '--status-fd', '2', '--no-tty']
+        if keystore is None:
+            keystore = self.gpg_home
+        if keystore:
+            cmd.extend(['--homedir', keystore])
+        cmd.extend(['--verify', signature_filename, data_filename])
+        logger.debug('invoking: %s', ' '.join(cmd))
+        return cmd
+
+    def verify_signature(self, signature_filename, data_filename,
+                         keystore=None):
+        """
+        Verify a signature for a file.
+
+        :param signature_filename: The pathname to the file containing the
+                                   signature.
+        :param data_filename: The pathname to the file containing the
+                              signed data.
+        :param keystore: The path to a directory which contains the keys
+                         used in verification. If not specified, the
+                         instance's ``gpg_home`` attribute is used instead.
+        :return: True if the signature was verified, else False.
+        """
+        if not self.gpg:
+            raise DistlibException('verification unavailable because gpg '
+                                   'unavailable')
+        cmd = self.get_verify_command(signature_filename, data_filename,
+                                      keystore)
+        rc, stdout, stderr = self.run_command(cmd)
+        if rc not in (0, 1):
+            raise DistlibException('verify command failed with error '
+                             'code %s' % rc)
+        return rc == 0
+
+    def download_file(self, url, destfile, digest=None, reporthook=None):
+        """
+        This is a convenience method for downloading a file from an URL.
+        Normally, this will be a file from the index, though currently
+        no check is made for this (i.e. a file can be downloaded from
+        anywhere).
+
+        The method is just like the :func:`urlretrieve` function in the
+        standard library, except that it allows digest computation to be
+        done during download and checking that the downloaded data
+        matched any expected value.
+
+        :param url: The URL of the file to be downloaded (assumed to be
+                    available via an HTTP GET request).
+        :param destfile: The pathname where the downloaded file is to be
+                         saved.
+        :param digest: If specified, this must be a (hasher, value)
+                       tuple, where hasher is the algorithm used (e.g.
+                       ``'md5'``) and ``value`` is the expected value.
+        :param reporthook: The same as for :func:`urlretrieve` in the
+                           standard library.
+        """
+        if digest is None:
+            digester = None
+            logger.debug('No digest specified')
+        else:
+            if isinstance(digest, (list, tuple)):
+                hasher, digest = digest
+            else:
+                hasher = 'md5'
+            digester = getattr(hashlib, hasher)()
+            logger.debug('Digest specified: %s' % digest)
+        # The following code is equivalent to urlretrieve.
+        # We need to do it this way so that we can compute the
+        # digest of the file as we go.
+        with open(destfile, 'wb') as dfp:
+            # addinfourl is not a context manager on 2.x
+            # so we have to use try/finally
+            sfp = self.send_request(Request(url))
+            try:
+                headers = sfp.info()
+                blocksize = 8192
+                size = -1
+                read = 0
+                blocknum = 0
+                if "content-length" in headers:
+                    size = int(headers["Content-Length"])
+                if reporthook:
+                    reporthook(blocknum, blocksize, size)
+                while True:
+                    block = sfp.read(blocksize)
+                    if not block:
+                        break
+                    read += len(block)
+                    dfp.write(block)
+                    if digester:
+                        digester.update(block)
+                    blocknum += 1
+                    if reporthook:
+                        reporthook(blocknum, blocksize, size)
+            finally:
+                sfp.close()
+
+        # check that we got the whole file, if we can
+        if size >= 0 and read < size:
+            raise DistlibException(
+                'retrieval incomplete: got only %d out of %d bytes'
+                % (read, size))
+        # if we have a digest, it must match.
+        if digester:
+            actual = digester.hexdigest()
+            if digest != actual:
+                raise DistlibException('%s digest mismatch for %s: expected '
+                                       '%s, got %s' % (hasher, destfile,
+                                                       digest, actual))
+            logger.debug('Digest verified: %s', digest)
+
+    def send_request(self, req):
+        """
+        Send a standard library :class:`Request` to PyPI and return its
+        response.
+
+        :param req: The request to send.
+        :return: The HTTP response from PyPI (a standard library HTTPResponse).
+        """
+        handlers = []
+        if self.password_handler:
+            handlers.append(self.password_handler)
+        if self.ssl_verifier:
+            handlers.append(self.ssl_verifier)
+        opener = build_opener(*handlers)
+        return opener.open(req)
+
+    def encode_request(self, fields, files):
+        """
+        Encode fields and files for posting to an HTTP server.
+
+        :param fields: The fields to send as a list of (fieldname, value)
+                       tuples.
+        :param files: The files to send as a list of (fieldname, filename,
+                      file_bytes) tuple.
+        """
+        # Adapted from packaging, which in turn was adapted from
+        # http://code.activestate.com/recipes/146306
+
+        parts = []
+        boundary = self.boundary
+        for k, values in fields:
+            if not isinstance(values, (list, tuple)):
+                values = [values]
+
+            for v in values:
+                parts.extend((
+                    b'--' + boundary,
+                    ('Content-Disposition: form-data; name="%s"' %
+                     k).encode('utf-8'),
+                    b'',
+                    v.encode('utf-8')))
+        for key, filename, value in files:
+            parts.extend((
+                b'--' + boundary,
+                ('Content-Disposition: form-data; name="%s"; filename="%s"' %
+                 (key, filename)).encode('utf-8'),
+                b'',
+                value))
+
+        parts.extend((b'--' + boundary + b'--', b''))
+
+        body = b'\r\n'.join(parts)
+        ct = b'multipart/form-data; boundary=' + boundary
+        headers = {
+            'Content-type': ct,
+            'Content-length': str(len(body))
+        }
+        return Request(self.url, body, headers)
+
+    def search(self, terms, operator=None):  # pragma: no cover
+        if isinstance(terms, string_types):
+            terms = {'name': terms}
+        rpc_proxy = ServerProxy(self.url, timeout=3.0)
+        try:
+            return rpc_proxy.search(terms, operator or 'and')
+        finally:
+            rpc_proxy('close')()
diff --git a/venv/lib/python3.8/site-packages/distlib/locators.py b/venv/lib/python3.8/site-packages/distlib/locators.py
new file mode 100644
index 0000000..966ebc0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib/locators.py
@@ -0,0 +1,1300 @@
+# -*- coding: utf-8 -*-
+#
+# Copyright (C) 2012-2015 Vinay Sajip.
+# Licensed to the Python Software Foundation under a contributor agreement.
+# See LICENSE.txt and CONTRIBUTORS.txt.
+#
+
+import gzip
+from io import BytesIO
+import json
+import logging
+import os
+import posixpath
+import re
+try:
+    import threading
+except ImportError:  # pragma: no cover
+    import dummy_threading as threading
+import zlib
+
+from . import DistlibException
+from .compat import (urljoin, urlparse, urlunparse, url2pathname, pathname2url,
+                     queue, quote, unescape, build_opener,
+                     HTTPRedirectHandler as BaseRedirectHandler, text_type,
+                     Request, HTTPError, URLError)
+from .database import Distribution, DistributionPath, make_dist
+from .metadata import Metadata, MetadataInvalidError
+from .util import (cached_property, ensure_slash, split_filename, get_project_data,
+                   parse_requirement, parse_name_and_version, ServerProxy,
+                   normalize_name)
+from .version import get_scheme, UnsupportedVersionError
+from .wheel import Wheel, is_compatible
+
+logger = logging.getLogger(__name__)
+
+HASHER_HASH = re.compile(r'^(\w+)=([a-f0-9]+)')
+CHARSET = re.compile(r';\s*charset\s*=\s*(.*)\s*$', re.I)
+HTML_CONTENT_TYPE = re.compile('text/html|application/x(ht)?ml')
+DEFAULT_INDEX = 'https://pypi.org/pypi'
+
+def get_all_distribution_names(url=None):
+    """
+    Return all distribution names known by an index.
+    :param url: The URL of the index.
+    :return: A list of all known distribution names.
+    """
+    if url is None:
+        url = DEFAULT_INDEX
+    client = ServerProxy(url, timeout=3.0)
+    try:
+        return client.list_packages()
+    finally:
+        client('close')()
+
+class RedirectHandler(BaseRedirectHandler):
+    """
+    A class to work around a bug in some Python 3.2.x releases.
+    """
+    # There's a bug in the base version for some 3.2.x
+    # (e.g. 3.2.2 on Ubuntu Oneiric). If a Location header
+    # returns e.g. /abc, it bails because it says the scheme ''
+    # is bogus, when actually it should use the request's
+    # URL for the scheme. See Python issue #13696.
+    def http_error_302(self, req, fp, code, msg, headers):
+        # Some servers (incorrectly) return multiple Location headers
+        # (so probably same goes for URI).  Use first header.
+        newurl = None
+        for key in ('location', 'uri'):
+            if key in headers:
+                newurl = headers[key]
+                break
+        if newurl is None:  # pragma: no cover
+            return
+        urlparts = urlparse(newurl)
+        if urlparts.scheme == '':
+            newurl = urljoin(req.get_full_url(), newurl)
+            if hasattr(headers, 'replace_header'):
+                headers.replace_header(key, newurl)
+            else:
+                headers[key] = newurl
+        return BaseRedirectHandler.http_error_302(self, req, fp, code, msg,
+                                                  headers)
+
+    http_error_301 = http_error_303 = http_error_307 = http_error_302
+
+class Locator(object):
+    """
+    A base class for locators - things that locate distributions.
+    """
+    source_extensions = ('.tar.gz', '.tar.bz2', '.tar', '.zip', '.tgz', '.tbz')
+    binary_extensions = ('.egg', '.exe', '.whl')
+    excluded_extensions = ('.pdf',)
+
+    # A list of tags indicating which wheels you want to match. The default
+    # value of None matches against the tags compatible with the running
+    # Python. If you want to match other values, set wheel_tags on a locator
+    # instance to a list of tuples (pyver, abi, arch) which you want to match.
+    wheel_tags = None
+
+    downloadable_extensions = source_extensions + ('.whl',)
+
+    def __init__(self, scheme='default'):
+        """
+        Initialise an instance.
+        :param scheme: Because locators look for most recent versions, they
+                       need to know the version scheme to use. This specifies
+                       the current PEP-recommended scheme - use ``'legacy'``
+                       if you need to support existing distributions on PyPI.
+        """
+        self._cache = {}
+        self.scheme = scheme
+        # Because of bugs in some of the handlers on some of the platforms,
+        # we use our own opener rather than just using urlopen.
+        self.opener = build_opener(RedirectHandler())
+        # If get_project() is called from locate(), the matcher instance
+        # is set from the requirement passed to locate(). See issue #18 for
+        # why this can be useful to know.
+        self.matcher = None
+        self.errors = queue.Queue()
+
+    def get_errors(self):
+        """
+        Return any errors which have occurred.
+        """
+        result = []
+        while not self.errors.empty():  # pragma: no cover
+            try:
+                e = self.errors.get(False)
+                result.append(e)
+            except self.errors.Empty:
+                continue
+            self.errors.task_done()
+        return result
+
+    def clear_errors(self):
+        """
+        Clear any errors which may have been logged.
+        """
+        # Just get the errors and throw them away
+        self.get_errors()
+
+    def clear_cache(self):
+        self._cache.clear()
+
+    def _get_scheme(self):
+        return self._scheme
+
+    def _set_scheme(self, value):
+        self._scheme = value
+
+    scheme = property(_get_scheme, _set_scheme)
+
+    def _get_project(self, name):
+        """
+        For a given project, get a dictionary mapping available versions to Distribution
+        instances.
+
+        This should be implemented in subclasses.
+
+        If called from a locate() request, self.matcher will be set to a
+        matcher for the requirement to satisfy, otherwise it will be None.
+        """
+        raise NotImplementedError('Please implement in the subclass')
+
+    def get_distribution_names(self):
+        """
+        Return all the distribution names known to this locator.
+        """
+        raise NotImplementedError('Please implement in the subclass')
+
+    def get_project(self, name):
+        """
+        For a given project, get a dictionary mapping available versions to Distribution
+        instances.
+
+        This calls _get_project to do all the work, and just implements a caching layer on top.
+        """
+        if self._cache is None:  # pragma: no cover
+            result = self._get_project(name)
+        elif name in self._cache:
+            result = self._cache[name]
+        else:
+            self.clear_errors()
+            result = self._get_project(name)
+            self._cache[name] = result
+        return result
+
+    def score_url(self, url):
+        """
+        Give an url a score which can be used to choose preferred URLs
+        for a given project release.
+        """
+        t = urlparse(url)
+        basename = posixpath.basename(t.path)
+        compatible = True
+        is_wheel = basename.endswith('.whl')
+        is_downloadable = basename.endswith(self.downloadable_extensions)
+        if is_wheel:
+            compatible = is_compatible(Wheel(basename), self.wheel_tags)
+        return (t.scheme == 'https', 'pypi.org' in t.netloc,
+                is_downloadable, is_wheel, compatible, basename)
+
+    def prefer_url(self, url1, url2):
+        """
+        Choose one of two URLs where both are candidates for distribution
+        archives for the same version of a distribution (for example,
+        .tar.gz vs. zip).
+
+        The current implementation favours https:// URLs over http://, archives
+        from PyPI over those from other locations, wheel compatibility (if a
+        wheel) and then the archive name.
+        """
+        result = url2
+        if url1:
+            s1 = self.score_url(url1)
+            s2 = self.score_url(url2)
+            if s1 > s2:
+                result = url1
+            if result != url2:
+                logger.debug('Not replacing %r with %r', url1, url2)
+            else:
+                logger.debug('Replacing %r with %r', url1, url2)
+        return result
+
+    def split_filename(self, filename, project_name):
+        """
+        Attempt to split a filename in project name, version and Python version.
+        """
+        return split_filename(filename, project_name)
+
+    def convert_url_to_download_info(self, url, project_name):
+        """
+        See if a URL is a candidate for a download URL for a project (the URL
+        has typically been scraped from an HTML page).
+
+        If it is, a dictionary is returned with keys "name", "version",
+        "filename" and "url"; otherwise, None is returned.
+        """
+        def same_project(name1, name2):
+            return normalize_name(name1) == normalize_name(name2)
+
+        result = None
+        scheme, netloc, path, params, query, frag = urlparse(url)
+        if frag.lower().startswith('egg='):  # pragma: no cover
+            logger.debug('%s: version hint in fragment: %r',
+                         project_name, frag)
+        m = HASHER_HASH.match(frag)
+        if m:
+            algo, digest = m.groups()
+        else:
+            algo, digest = None, None
+        origpath = path
+        if path and path[-1] == '/':  # pragma: no cover
+            path = path[:-1]
+        if path.endswith('.whl'):
+            try:
+                wheel = Wheel(path)
+                if not is_compatible(wheel, self.wheel_tags):
+                    logger.debug('Wheel not compatible: %s', path)
+                else:
+                    if project_name is None:
+                        include = True
+                    else:
+                        include = same_project(wheel.name, project_name)
+                    if include:
+                        result = {
+                            'name': wheel.name,
+                            'version': wheel.version,
+                            'filename': wheel.filename,
+                            'url': urlunparse((scheme, netloc, origpath,
+                                               params, query, '')),
+                            'python-version': ', '.join(
+                                ['.'.join(list(v[2:])) for v in wheel.pyver]),
+                        }
+            except Exception as e:  # pragma: no cover
+                logger.warning('invalid path for wheel: %s', path)
+        elif not path.endswith(self.downloadable_extensions):  # pragma: no cover
+            logger.debug('Not downloadable: %s', path)
+        else:  # downloadable extension
+            path = filename = posixpath.basename(path)
+            for ext in self.downloadable_extensions:
+                if path.endswith(ext):
+                    path = path[:-len(ext)]
+                    t = self.split_filename(path, project_name)
+                    if not t:  # pragma: no cover
+                        logger.debug('No match for project/version: %s', path)
+                    else:
+                        name, version, pyver = t
+                        if not project_name or same_project(project_name, name):
+                            result = {
+                                'name': name,
+                                'version': version,
+                                'filename': filename,
+                                'url': urlunparse((scheme, netloc, origpath,
+                                                   params, query, '')),
+                                #'packagetype': 'sdist',
+                            }
+                            if pyver:  # pragma: no cover
+                                result['python-version'] = pyver
+                    break
+        if result and algo:
+            result['%s_digest' % algo] = digest
+        return result
+
+    def _get_digest(self, info):
+        """
+        Get a digest from a dictionary by looking at a "digests" dictionary
+        or keys of the form 'algo_digest'.
+
+        Returns a 2-tuple (algo, digest) if found, else None. Currently
+        looks only for SHA256, then MD5.
+        """
+        result = None
+        if 'digests' in info:
+            digests = info['digests']
+            for algo in ('sha256', 'md5'):
+                if algo in digests:
+                    result = (algo, digests[algo])
+                    break
+        if not result:
+            for algo in ('sha256', 'md5'):
+                key = '%s_digest' % algo
+                if key in info:
+                    result = (algo, info[key])
+                    break
+        return result
+
+    def _update_version_data(self, result, info):
+        """
+        Update a result dictionary (the final result from _get_project) with a
+        dictionary for a specific version, which typically holds information
+        gleaned from a filename or URL for an archive for the distribution.
+        """
+        name = info.pop('name')
+        version = info.pop('version')
+        if version in result:
+            dist = result[version]
+            md = dist.metadata
+        else:
+            dist = make_dist(name, version, scheme=self.scheme)
+            md = dist.metadata
+        dist.digest = digest = self._get_digest(info)
+        url = info['url']
+        result['digests'][url] = digest
+        if md.source_url != info['url']:
+            md.source_url = self.prefer_url(md.source_url, url)
+            result['urls'].setdefault(version, set()).add(url)
+        dist.locator = self
+        result[version] = dist
+
+    def locate(self, requirement, prereleases=False):
+        """
+        Find the most recent distribution which matches the given
+        requirement.
+
+        :param requirement: A requirement of the form 'foo (1.0)' or perhaps
+                            'foo (>= 1.0, < 2.0, != 1.3)'
+        :param prereleases: If ``True``, allow pre-release versions
+                            to be located. Otherwise, pre-release versions
+                            are not returned.
+        :return: A :class:`Distribution` instance, or ``None`` if no such
+                 distribution could be located.
+        """
+        result = None
+        r = parse_requirement(requirement)
+        if r is None:  # pragma: no cover
+            raise DistlibException('Not a valid requirement: %r' % requirement)
+        scheme = get_scheme(self.scheme)
+        self.matcher = matcher = scheme.matcher(r.requirement)
+        logger.debug('matcher: %s (%s)', matcher, type(matcher).__name__)
+        versions = self.get_project(r.name)
+        if len(versions) > 2:   # urls and digests keys are present
+            # sometimes, versions are invalid
+            slist = []
+            vcls = matcher.version_class
+            for k in versions:
+                if k in ('urls', 'digests'):
+                    continue
+                try:
+                    if not matcher.match(k):
+                        pass  # logger.debug('%s did not match %r', matcher, k)
+                    else:
+                        if prereleases or not vcls(k).is_prerelease:
+                            slist.append(k)
+                        # else:
+                            # logger.debug('skipping pre-release '
+                                         # 'version %s of %s', k, matcher.name)
+                except Exception:  # pragma: no cover
+                    logger.warning('error matching %s with %r', matcher, k)
+                    pass # slist.append(k)
+            if len(slist) > 1:
+                slist = sorted(slist, key=scheme.key)
+            if slist:
+                logger.debug('sorted list: %s', slist)
+                version = slist[-1]
+                result = versions[version]
+        if result:
+            if r.extras:
+                result.extras = r.extras
+            result.download_urls = versions.get('urls', {}).get(version, set())
+            d = {}
+            sd = versions.get('digests', {})
+            for url in result.download_urls:
+                if url in sd:  # pragma: no cover
+                    d[url] = sd[url]
+            result.digests = d
+        self.matcher = None
+        return result
+
+
+class PyPIRPCLocator(Locator):
+    """
+    This locator uses XML-RPC to locate distributions. It therefore
+    cannot be used with simple mirrors (that only mirror file content).
+    """
+    def __init__(self, url, **kwargs):
+        """
+        Initialise an instance.
+
+        :param url: The URL to use for XML-RPC.
+        :param kwargs: Passed to the superclass constructor.
+        """
+        super(PyPIRPCLocator, self).__init__(**kwargs)
+        self.base_url = url
+        self.client = ServerProxy(url, timeout=3.0)
+
+    def get_distribution_names(self):
+        """
+        Return all the distribution names known to this locator.
+        """
+        return set(self.client.list_packages())
+
+    def _get_project(self, name):
+        result = {'urls': {}, 'digests': {}}
+        versions = self.client.package_releases(name, True)
+        for v in versions:
+            urls = self.client.release_urls(name, v)
+            data = self.client.release_data(name, v)
+            metadata = Metadata(scheme=self.scheme)
+            metadata.name = data['name']
+            metadata.version = data['version']
+            metadata.license = data.get('license')
+            metadata.keywords = data.get('keywords', [])
+            metadata.summary = data.get('summary')
+            dist = Distribution(metadata)
+            if urls:
+                info = urls[0]
+                metadata.source_url = info['url']
+                dist.digest = self._get_digest(info)
+                dist.locator = self
+                result[v] = dist
+                for info in urls:
+                    url = info['url']
+                    digest = self._get_digest(info)
+                    result['urls'].setdefault(v, set()).add(url)
+                    result['digests'][url] = digest
+        return result
+
+class PyPIJSONLocator(Locator):
+    """
+    This locator uses PyPI's JSON interface. It's very limited in functionality
+    and probably not worth using.
+    """
+    def __init__(self, url, **kwargs):
+        super(PyPIJSONLocator, self).__init__(**kwargs)
+        self.base_url = ensure_slash(url)
+
+    def get_distribution_names(self):
+        """
+        Return all the distribution names known to this locator.
+        """
+        raise NotImplementedError('Not available from this locator')
+
+    def _get_project(self, name):
+        result = {'urls': {}, 'digests': {}}
+        url = urljoin(self.base_url, '%s/json' % quote(name))
+        try:
+            resp = self.opener.open(url)
+            data = resp.read().decode() # for now
+            d = json.loads(data)
+            md = Metadata(scheme=self.scheme)
+            data = d['info']
+            md.name = data['name']
+            md.version = data['version']
+            md.license = data.get('license')
+            md.keywords = data.get('keywords', [])
+            md.summary = data.get('summary')
+            dist = Distribution(md)
+            dist.locator = self
+            urls = d['urls']
+            result[md.version] = dist
+            for info in d['urls']:
+                url = info['url']
+                dist.download_urls.add(url)
+                dist.digests[url] = self._get_digest(info)
+                result['urls'].setdefault(md.version, set()).add(url)
+                result['digests'][url] = self._get_digest(info)
+            # Now get other releases
+            for version, infos in d['releases'].items():
+                if version == md.version:
+                    continue    # already done
+                omd = Metadata(scheme=self.scheme)
+                omd.name = md.name
+                omd.version = version
+                odist = Distribution(omd)
+                odist.locator = self
+                result[version] = odist
+                for info in infos:
+                    url = info['url']
+                    odist.download_urls.add(url)
+                    odist.digests[url] = self._get_digest(info)
+                    result['urls'].setdefault(version, set()).add(url)
+                    result['digests'][url] = self._get_digest(info)
+#            for info in urls:
+#                md.source_url = info['url']
+#                dist.digest = self._get_digest(info)
+#                dist.locator = self
+#                for info in urls:
+#                    url = info['url']
+#                    result['urls'].setdefault(md.version, set()).add(url)
+#                    result['digests'][url] = self._get_digest(info)
+        except Exception as e:
+            self.errors.put(text_type(e))
+            logger.exception('JSON fetch failed: %s', e)
+        return result
+
+
+class Page(object):
+    """
+    This class represents a scraped HTML page.
+    """
+    # The following slightly hairy-looking regex just looks for the contents of
+    # an anchor link, which has an attribute "href" either immediately preceded
+    # or immediately followed by a "rel" attribute. The attribute values can be
+    # declared with double quotes, single quotes or no quotes - which leads to
+    # the length of the expression.
+    _href = re.compile("""
+(rel\\s*=\\s*(?:"(?P<rel1>[^"]*)"|'(?P<rel2>[^']*)'|(?P<rel3>[^>\\s\n]*))\\s+)?
+href\\s*=\\s*(?:"(?P<url1>[^"]*)"|'(?P<url2>[^']*)'|(?P<url3>[^>\\s\n]*))
+(\\s+rel\\s*=\\s*(?:"(?P<rel4>[^"]*)"|'(?P<rel5>[^']*)'|(?P<rel6>[^>\\s\n]*)))?
+""", re.I | re.S | re.X)
+    _base = re.compile(r"""<base\s+href\s*=\s*['"]?([^'">]+)""", re.I | re.S)
+
+    def __init__(self, data, url):
+        """
+        Initialise an instance with the Unicode page contents and the URL they
+        came from.
+        """
+        self.data = data
+        self.base_url = self.url = url
+        m = self._base.search(self.data)
+        if m:
+            self.base_url = m.group(1)
+
+    _clean_re = re.compile(r'[^a-z0-9$&+,/:;=?@.#%_\\|-]', re.I)
+
+    @cached_property
+    def links(self):
+        """
+        Return the URLs of all the links on a page together with information
+        about their "rel" attribute, for determining which ones to treat as
+        downloads and which ones to queue for further scraping.
+        """
+        def clean(url):
+            "Tidy up an URL."
+            scheme, netloc, path, params, query, frag = urlparse(url)
+            return urlunparse((scheme, netloc, quote(path),
+                               params, query, frag))
+
+        result = set()
+        for match in self._href.finditer(self.data):
+            d = match.groupdict('')
+            rel = (d['rel1'] or d['rel2'] or d['rel3'] or
+                   d['rel4'] or d['rel5'] or d['rel6'])
+            url = d['url1'] or d['url2'] or d['url3']
+            url = urljoin(self.base_url, url)
+            url = unescape(url)
+            url = self._clean_re.sub(lambda m: '%%%2x' % ord(m.group(0)), url)
+            result.add((url, rel))
+        # We sort the result, hoping to bring the most recent versions
+        # to the front
+        result = sorted(result, key=lambda t: t[0], reverse=True)
+        return result
+
+
+class SimpleScrapingLocator(Locator):
+    """
+    A locator which scrapes HTML pages to locate downloads for a distribution.
+    This runs multiple threads to do the I/O; performance is at least as good
+    as pip's PackageFinder, which works in an analogous fashion.
+    """
+
+    # These are used to deal with various Content-Encoding schemes.
+    decoders = {
+        'deflate': zlib.decompress,
+        'gzip': lambda b: gzip.GzipFile(fileobj=BytesIO(b)).read(),
+        'none': lambda b: b,
+    }
+
+    def __init__(self, url, timeout=None, num_workers=10, **kwargs):
+        """
+        Initialise an instance.
+        :param url: The root URL to use for scraping.
+        :param timeout: The timeout, in seconds, to be applied to requests.
+                        This defaults to ``None`` (no timeout specified).
+        :param num_workers: The number of worker threads you want to do I/O,
+                            This defaults to 10.
+        :param kwargs: Passed to the superclass.
+        """
+        super(SimpleScrapingLocator, self).__init__(**kwargs)
+        self.base_url = ensure_slash(url)
+        self.timeout = timeout
+        self._page_cache = {}
+        self._seen = set()
+        self._to_fetch = queue.Queue()
+        self._bad_hosts = set()
+        self.skip_externals = False
+        self.num_workers = num_workers
+        self._lock = threading.RLock()
+        # See issue #45: we need to be resilient when the locator is used
+        # in a thread, e.g. with concurrent.futures. We can't use self._lock
+        # as it is for coordinating our internal threads - the ones created
+        # in _prepare_threads.
+        self._gplock = threading.RLock()
+        self.platform_check = False  # See issue #112
+
+    def _prepare_threads(self):
+        """
+        Threads are created only when get_project is called, and terminate
+        before it returns. They are there primarily to parallelise I/O (i.e.
+        fetching web pages).
+        """
+        self._threads = []
+        for i in range(self.num_workers):
+            t = threading.Thread(target=self._fetch)
+            t.daemon = True
+            t.start()
+            self._threads.append(t)
+
+    def _wait_threads(self):
+        """
+        Tell all the threads to terminate (by sending a sentinel value) and
+        wait for them to do so.
+        """
+        # Note that you need two loops, since you can't say which
+        # thread will get each sentinel
+        for t in self._threads:
+            self._to_fetch.put(None)    # sentinel
+        for t in self._threads:
+            t.join()
+        self._threads = []
+
+    def _get_project(self, name):
+        result = {'urls': {}, 'digests': {}}
+        with self._gplock:
+            self.result = result
+            self.project_name = name
+            url = urljoin(self.base_url, '%s/' % quote(name))
+            self._seen.clear()
+            self._page_cache.clear()
+            self._prepare_threads()
+            try:
+                logger.debug('Queueing %s', url)
+                self._to_fetch.put(url)
+                self._to_fetch.join()
+            finally:
+                self._wait_threads()
+            del self.result
+        return result
+
+    platform_dependent = re.compile(r'\b(linux_(i\d86|x86_64|arm\w+)|'
+                                    r'win(32|_amd64)|macosx_?\d+)\b', re.I)
+
+    def _is_platform_dependent(self, url):
+        """
+        Does an URL refer to a platform-specific download?
+        """
+        return self.platform_dependent.search(url)
+
+    def _process_download(self, url):
+        """
+        See if an URL is a suitable download for a project.
+
+        If it is, register information in the result dictionary (for
+        _get_project) about the specific version it's for.
+
+        Note that the return value isn't actually used other than as a boolean
+        value.
+        """
+        if self.platform_check and self._is_platform_dependent(url):
+            info = None
+        else:
+            info = self.convert_url_to_download_info(url, self.project_name)
+        logger.debug('process_download: %s -> %s', url, info)
+        if info:
+            with self._lock:    # needed because self.result is shared
+                self._update_version_data(self.result, info)
+        return info
+
+    def _should_queue(self, link, referrer, rel):
+        """
+        Determine whether a link URL from a referring page and with a
+        particular "rel" attribute should be queued for scraping.
+        """
+        scheme, netloc, path, _, _, _ = urlparse(link)
+        if path.endswith(self.source_extensions + self.binary_extensions +
+                         self.excluded_extensions):
+            result = False
+        elif self.skip_externals and not link.startswith(self.base_url):
+            result = False
+        elif not referrer.startswith(self.base_url):
+            result = False
+        elif rel not in ('homepage', 'download'):
+            result = False
+        elif scheme not in ('http', 'https', 'ftp'):
+            result = False
+        elif self._is_platform_dependent(link):
+            result = False
+        else:
+            host = netloc.split(':', 1)[0]
+            if host.lower() == 'localhost':
+                result = False
+            else:
+                result = True
+        logger.debug('should_queue: %s (%s) from %s -> %s', link, rel,
+                     referrer, result)
+        return result
+
+    def _fetch(self):
+        """
+        Get a URL to fetch from the work queue, get the HTML page, examine its
+        links for download candidates and candidates for further scraping.
+
+        This is a handy method to run in a thread.
+        """
+        while True:
+            url = self._to_fetch.get()
+            try:
+                if url:
+                    page = self.get_page(url)
+                    if page is None:    # e.g. after an error
+                        continue
+                    for link, rel in page.links:
+                        if link not in self._seen:
+                            try:
+                                self._seen.add(link)
+                                if (not self._process_download(link) and
+                                    self._should_queue(link, url, rel)):
+                                    logger.debug('Queueing %s from %s', link, url)
+                                    self._to_fetch.put(link)
+                            except MetadataInvalidError:  # e.g. invalid versions
+                                pass
+            except Exception as e:  # pragma: no cover
+                self.errors.put(text_type(e))
+            finally:
+                # always do this, to avoid hangs :-)
+                self._to_fetch.task_done()
+            if not url:
+                #logger.debug('Sentinel seen, quitting.')
+                break
+
+    def get_page(self, url):
+        """
+        Get the HTML for an URL, possibly from an in-memory cache.
+
+        XXX TODO Note: this cache is never actually cleared. It's assumed that
+        the data won't get stale over the lifetime of a locator instance (not
+        necessarily true for the default_locator).
+        """
+        # http://peak.telecommunity.com/DevCenter/EasyInstall#package-index-api
+        scheme, netloc, path, _, _, _ = urlparse(url)
+        if scheme == 'file' and os.path.isdir(url2pathname(path)):
+            url = urljoin(ensure_slash(url), 'index.html')
+
+        if url in self._page_cache:
+            result = self._page_cache[url]
+            logger.debug('Returning %s from cache: %s', url, result)
+        else:
+            host = netloc.split(':', 1)[0]
+            result = None
+            if host in self._bad_hosts:
+                logger.debug('Skipping %s due to bad host %s', url, host)
+            else:
+                req = Request(url, headers={'Accept-encoding': 'identity'})
+                try:
+                    logger.debug('Fetching %s', url)
+                    resp = self.opener.open(req, timeout=self.timeout)
+                    logger.debug('Fetched %s', url)
+                    headers = resp.info()
+                    content_type = headers.get('Content-Type', '')
+                    if HTML_CONTENT_TYPE.match(content_type):
+                        final_url = resp.geturl()
+                        data = resp.read()
+                        encoding = headers.get('Content-Encoding')
+                        if encoding:
+                            decoder = self.decoders[encoding]   # fail if not found
+                            data = decoder(data)
+                        encoding = 'utf-8'
+                        m = CHARSET.search(content_type)
+                        if m:
+                            encoding = m.group(1)
+                        try:
+                            data = data.decode(encoding)
+                        except UnicodeError:  # pragma: no cover
+                            data = data.decode('latin-1')    # fallback
+                        result = Page(data, final_url)
+                        self._page_cache[final_url] = result
+                except HTTPError as e:
+                    if e.code != 404:
+                        logger.exception('Fetch failed: %s: %s', url, e)
+                except URLError as e:  # pragma: no cover
+                    logger.exception('Fetch failed: %s: %s', url, e)
+                    with self._lock:
+                        self._bad_hosts.add(host)
+                except Exception as e:  # pragma: no cover
+                    logger.exception('Fetch failed: %s: %s', url, e)
+                finally:
+                    self._page_cache[url] = result   # even if None (failure)
+        return result
+
+    _distname_re = re.compile('<a href=[^>]*>([^<]+)<')
+
+    def get_distribution_names(self):
+        """
+        Return all the distribution names known to this locator.
+        """
+        result = set()
+        page = self.get_page(self.base_url)
+        if not page:
+            raise DistlibException('Unable to get %s' % self.base_url)
+        for match in self._distname_re.finditer(page.data):
+            result.add(match.group(1))
+        return result
+
+class DirectoryLocator(Locator):
+    """
+    This class locates distributions in a directory tree.
+    """
+
+    def __init__(self, path, **kwargs):
+        """
+        Initialise an instance.
+        :param path: The root of the directory tree to search.
+        :param kwargs: Passed to the superclass constructor,
+                       except for:
+                       * recursive - if True (the default), subdirectories are
+                         recursed into. If False, only the top-level directory
+                         is searched,
+        """
+        self.recursive = kwargs.pop('recursive', True)
+        super(DirectoryLocator, self).__init__(**kwargs)
+        path = os.path.abspath(path)
+        if not os.path.isdir(path):  # pragma: no cover
+            raise DistlibException('Not a directory: %r' % path)
+        self.base_dir = path
+
+    def should_include(self, filename, parent):
+        """
+        Should a filename be considered as a candidate for a distribution
+        archive? As well as the filename, the directory which contains it
+        is provided, though not used by the current implementation.
+        """
+        return filename.endswith(self.downloadable_extensions)
+
+    def _get_project(self, name):
+        result = {'urls': {}, 'digests': {}}
+        for root, dirs, files in os.walk(self.base_dir):
+            for fn in files:
+                if self.should_include(fn, root):
+                    fn = os.path.join(root, fn)
+                    url = urlunparse(('file', '',
+                                      pathname2url(os.path.abspath(fn)),
+                                      '', '', ''))
+                    info = self.convert_url_to_download_info(url, name)
+                    if info:
+                        self._update_version_data(result, info)
+            if not self.recursive:
+                break
+        return result
+
+    def get_distribution_names(self):
+        """
+        Return all the distribution names known to this locator.
+        """
+        result = set()
+        for root, dirs, files in os.walk(self.base_dir):
+            for fn in files:
+                if self.should_include(fn, root):
+                    fn = os.path.join(root, fn)
+                    url = urlunparse(('file', '',
+                                      pathname2url(os.path.abspath(fn)),
+                                      '', '', ''))
+                    info = self.convert_url_to_download_info(url, None)
+                    if info:
+                        result.add(info['name'])
+            if not self.recursive:
+                break
+        return result
+
+class JSONLocator(Locator):
+    """
+    This locator uses special extended metadata (not available on PyPI) and is
+    the basis of performant dependency resolution in distlib. Other locators
+    require archive downloads before dependencies can be determined! As you
+    might imagine, that can be slow.
+    """
+    def get_distribution_names(self):
+        """
+        Return all the distribution names known to this locator.
+        """
+        raise NotImplementedError('Not available from this locator')
+
+    def _get_project(self, name):
+        result = {'urls': {}, 'digests': {}}
+        data = get_project_data(name)
+        if data:
+            for info in data.get('files', []):
+                if info['ptype'] != 'sdist' or info['pyversion'] != 'source':
+                    continue
+                # We don't store summary in project metadata as it makes
+                # the data bigger for no benefit during dependency
+                # resolution
+                dist = make_dist(data['name'], info['version'],
+                                 summary=data.get('summary',
+                                                  'Placeholder for summary'),
+                                 scheme=self.scheme)
+                md = dist.metadata
+                md.source_url = info['url']
+                # TODO SHA256 digest
+                if 'digest' in info and info['digest']:
+                    dist.digest = ('md5', info['digest'])
+                md.dependencies = info.get('requirements', {})
+                dist.exports = info.get('exports', {})
+                result[dist.version] = dist
+                result['urls'].setdefault(dist.version, set()).add(info['url'])
+        return result
+
+class DistPathLocator(Locator):
+    """
+    This locator finds installed distributions in a path. It can be useful for
+    adding to an :class:`AggregatingLocator`.
+    """
+    def __init__(self, distpath, **kwargs):
+        """
+        Initialise an instance.
+
+        :param distpath: A :class:`DistributionPath` instance to search.
+        """
+        super(DistPathLocator, self).__init__(**kwargs)
+        assert isinstance(distpath, DistributionPath)
+        self.distpath = distpath
+
+    def _get_project(self, name):
+        dist = self.distpath.get_distribution(name)
+        if dist is None:
+            result = {'urls': {}, 'digests': {}}
+        else:
+            result = {
+                dist.version: dist,
+                'urls': {dist.version: set([dist.source_url])},
+                'digests': {dist.version: set([None])}
+            }
+        return result
+
+
+class AggregatingLocator(Locator):
+    """
+    This class allows you to chain and/or merge a list of locators.
+    """
+    def __init__(self, *locators, **kwargs):
+        """
+        Initialise an instance.
+
+        :param locators: The list of locators to search.
+        :param kwargs: Passed to the superclass constructor,
+                       except for:
+                       * merge - if False (the default), the first successful
+                         search from any of the locators is returned. If True,
+                         the results from all locators are merged (this can be
+                         slow).
+        """
+        self.merge = kwargs.pop('merge', False)
+        self.locators = locators
+        super(AggregatingLocator, self).__init__(**kwargs)
+
+    def clear_cache(self):
+        super(AggregatingLocator, self).clear_cache()
+        for locator in self.locators:
+            locator.clear_cache()
+
+    def _set_scheme(self, value):
+        self._scheme = value
+        for locator in self.locators:
+            locator.scheme = value
+
+    scheme = property(Locator.scheme.fget, _set_scheme)
+
+    def _get_project(self, name):
+        result = {}
+        for locator in self.locators:
+            d = locator.get_project(name)
+            if d:
+                if self.merge:
+                    files = result.get('urls', {})
+                    digests = result.get('digests', {})
+                    # next line could overwrite result['urls'], result['digests']
+                    result.update(d)
+                    df = result.get('urls')
+                    if files and df:
+                        for k, v in files.items():
+                            if k in df:
+                                df[k] |= v
+                            else:
+                                df[k] = v
+                    dd = result.get('digests')
+                    if digests and dd:
+                        dd.update(digests)
+                else:
+                    # See issue #18. If any dists are found and we're looking
+                    # for specific constraints, we only return something if
+                    # a match is found. For example, if a DirectoryLocator
+                    # returns just foo (1.0) while we're looking for
+                    # foo (>= 2.0), we'll pretend there was nothing there so
+                    # that subsequent locators can be queried. Otherwise we
+                    # would just return foo (1.0) which would then lead to a
+                    # failure to find foo (>= 2.0), because other locators
+                    # weren't searched. Note that this only matters when
+                    # merge=False.
+                    if self.matcher is None:
+                        found = True
+                    else:
+                        found = False
+                        for k in d:
+                            if self.matcher.match(k):
+                                found = True
+                                break
+                    if found:
+                        result = d
+                        break
+        return result
+
+    def get_distribution_names(self):
+        """
+        Return all the distribution names known to this locator.
+        """
+        result = set()
+        for locator in self.locators:
+            try:
+                result |= locator.get_distribution_names()
+            except NotImplementedError:
+                pass
+        return result
+
+
+# We use a legacy scheme simply because most of the dists on PyPI use legacy
+# versions which don't conform to PEP 440.
+default_locator = AggregatingLocator(
+                    # JSONLocator(), # don't use as PEP 426 is withdrawn
+                    SimpleScrapingLocator('https://pypi.org/simple/',
+                                          timeout=3.0),
+                    scheme='legacy')
+
+locate = default_locator.locate
+
+
+class DependencyFinder(object):
+    """
+    Locate dependencies for distributions.
+    """
+
+    def __init__(self, locator=None):
+        """
+        Initialise an instance, using the specified locator
+        to locate distributions.
+        """
+        self.locator = locator or default_locator
+        self.scheme = get_scheme(self.locator.scheme)
+
+    def add_distribution(self, dist):
+        """
+        Add a distribution to the finder. This will update internal information
+        about who provides what.
+        :param dist: The distribution to add.
+        """
+        logger.debug('adding distribution %s', dist)
+        name = dist.key
+        self.dists_by_name[name] = dist
+        self.dists[(name, dist.version)] = dist
+        for p in dist.provides:
+            name, version = parse_name_and_version(p)
+            logger.debug('Add to provided: %s, %s, %s', name, version, dist)
+            self.provided.setdefault(name, set()).add((version, dist))
+
+    def remove_distribution(self, dist):
+        """
+        Remove a distribution from the finder. This will update internal
+        information about who provides what.
+        :param dist: The distribution to remove.
+        """
+        logger.debug('removing distribution %s', dist)
+        name = dist.key
+        del self.dists_by_name[name]
+        del self.dists[(name, dist.version)]
+        for p in dist.provides:
+            name, version = parse_name_and_version(p)
+            logger.debug('Remove from provided: %s, %s, %s', name, version, dist)
+            s = self.provided[name]
+            s.remove((version, dist))
+            if not s:
+                del self.provided[name]
+
+    def get_matcher(self, reqt):
+        """
+        Get a version matcher for a requirement.
+        :param reqt: The requirement
+        :type reqt: str
+        :return: A version matcher (an instance of
+                 :class:`distlib.version.Matcher`).
+        """
+        try:
+            matcher = self.scheme.matcher(reqt)
+        except UnsupportedVersionError:  # pragma: no cover
+            # XXX compat-mode if cannot read the version
+            name = reqt.split()[0]
+            matcher = self.scheme.matcher(name)
+        return matcher
+
+    def find_providers(self, reqt):
+        """
+        Find the distributions which can fulfill a requirement.
+
+        :param reqt: The requirement.
+         :type reqt: str
+        :return: A set of distribution which can fulfill the requirement.
+        """
+        matcher = self.get_matcher(reqt)
+        name = matcher.key   # case-insensitive
+        result = set()
+        provided = self.provided
+        if name in provided:
+            for version, provider in provided[name]:
+                try:
+                    match = matcher.match(version)
+                except UnsupportedVersionError:
+                    match = False
+
+                if match:
+                    result.add(provider)
+                    break
+        return result
+
+    def try_to_replace(self, provider, other, problems):
+        """
+        Attempt to replace one provider with another. This is typically used
+        when resolving dependencies from multiple sources, e.g. A requires
+        (B >= 1.0) while C requires (B >= 1.1).
+
+        For successful replacement, ``provider`` must meet all the requirements
+        which ``other`` fulfills.
+
+        :param provider: The provider we are trying to replace with.
+        :param other: The provider we're trying to replace.
+        :param problems: If False is returned, this will contain what
+                         problems prevented replacement. This is currently
+                         a tuple of the literal string 'cantreplace',
+                         ``provider``, ``other``  and the set of requirements
+                         that ``provider`` couldn't fulfill.
+        :return: True if we can replace ``other`` with ``provider``, else
+                 False.
+        """
+        rlist = self.reqts[other]
+        unmatched = set()
+        for s in rlist:
+            matcher = self.get_matcher(s)
+            if not matcher.match(provider.version):
+                unmatched.add(s)
+        if unmatched:
+            # can't replace other with provider
+            problems.add(('cantreplace', provider, other,
+                          frozenset(unmatched)))
+            result = False
+        else:
+            # can replace other with provider
+            self.remove_distribution(other)
+            del self.reqts[other]
+            for s in rlist:
+                self.reqts.setdefault(provider, set()).add(s)
+            self.add_distribution(provider)
+            result = True
+        return result
+
+    def find(self, requirement, meta_extras=None, prereleases=False):
+        """
+        Find a distribution and all distributions it depends on.
+
+        :param requirement: The requirement specifying the distribution to
+                            find, or a Distribution instance.
+        :param meta_extras: A list of meta extras such as :test:, :build: and
+                            so on.
+        :param prereleases: If ``True``, allow pre-release versions to be
+                            returned - otherwise, don't return prereleases
+                            unless they're all that's available.
+
+        Return a set of :class:`Distribution` instances and a set of
+        problems.
+
+        The distributions returned should be such that they have the
+        :attr:`required` attribute set to ``True`` if they were
+        from the ``requirement`` passed to ``find()``, and they have the
+        :attr:`build_time_dependency` attribute set to ``True`` unless they
+        are post-installation dependencies of the ``requirement``.
+
+        The problems should be a tuple consisting of the string
+        ``'unsatisfied'`` and the requirement which couldn't be satisfied
+        by any distribution known to the locator.
+        """
+
+        self.provided = {}
+        self.dists = {}
+        self.dists_by_name = {}
+        self.reqts = {}
+
+        meta_extras = set(meta_extras or [])
+        if ':*:' in meta_extras:
+            meta_extras.remove(':*:')
+            # :meta: and :run: are implicitly included
+            meta_extras |= set([':test:', ':build:', ':dev:'])
+
+        if isinstance(requirement, Distribution):
+            dist = odist = requirement
+            logger.debug('passed %s as requirement', odist)
+        else:
+            dist = odist = self.locator.locate(requirement,
+                                               prereleases=prereleases)
+            if dist is None:
+                raise DistlibException('Unable to locate %r' % requirement)
+            logger.debug('located %s', odist)
+        dist.requested = True
+        problems = set()
+        todo = set([dist])
+        install_dists = set([odist])
+        while todo:
+            dist = todo.pop()
+            name = dist.key     # case-insensitive
+            if name not in self.dists_by_name:
+                self.add_distribution(dist)
+            else:
+                #import pdb; pdb.set_trace()
+                other = self.dists_by_name[name]
+                if other != dist:
+                    self.try_to_replace(dist, other, problems)
+
+            ireqts = dist.run_requires | dist.meta_requires
+            sreqts = dist.build_requires
+            ereqts = set()
+            if meta_extras and dist in install_dists:
+                for key in ('test', 'build', 'dev'):
+                    e = ':%s:' % key
+                    if e in meta_extras:
+                        ereqts |= getattr(dist, '%s_requires' % key)
+            all_reqts = ireqts | sreqts | ereqts
+            for r in all_reqts:
+                providers = self.find_providers(r)
+                if not providers:
+                    logger.debug('No providers found for %r', r)
+                    provider = self.locator.locate(r, prereleases=prereleases)
+                    # If no provider is found and we didn't consider
+                    # prereleases, consider them now.
+                    if provider is None and not prereleases:
+                        provider = self.locator.locate(r, prereleases=True)
+                    if provider is None:
+                        logger.debug('Cannot satisfy %r', r)
+                        problems.add(('unsatisfied', r))
+                    else:
+                        n, v = provider.key, provider.version
+                        if (n, v) not in self.dists:
+                            todo.add(provider)
+                        providers.add(provider)
+                        if r in ireqts and dist in install_dists:
+                            install_dists.add(provider)
+                            logger.debug('Adding %s to install_dists',
+                                         provider.name_and_version)
+                for p in providers:
+                    name = p.key
+                    if name not in self.dists_by_name:
+                        self.reqts.setdefault(p, set()).add(r)
+                    else:
+                        other = self.dists_by_name[name]
+                        if other != p:
+                            # see if other can be replaced by p
+                            self.try_to_replace(p, other, problems)
+
+        dists = set(self.dists.values())
+        for dist in dists:
+            dist.build_time_dependency = dist not in install_dists
+            if dist.build_time_dependency:
+                logger.debug('%s is a build-time dependency only.',
+                             dist.name_and_version)
+        logger.debug('find done for %s', odist)
+        return dists, problems
diff --git a/venv/lib/python3.8/site-packages/distlib/manifest.py b/venv/lib/python3.8/site-packages/distlib/manifest.py
new file mode 120000
index 0000000..40c5a1c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib/manifest.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/9d/01/21/626828ade681673c85cf062c5f124046eddfa38124ba7535eb7535ea21
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/distlib/markers.py b/venv/lib/python3.8/site-packages/distlib/markers.py
new file mode 120000
index 0000000..68848bf
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib/markers.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/4e/91/c7/1cb824cf24fb6076f08feda2eb07916aaf88bf2dbe3149eb0e48dabbe5
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/distlib/metadata.py b/venv/lib/python3.8/site-packages/distlib/metadata.py
new file mode 100644
index 0000000..c329e19
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib/metadata.py
@@ -0,0 +1,1076 @@
+# -*- coding: utf-8 -*-
+#
+# Copyright (C) 2012 The Python Software Foundation.
+# See LICENSE.txt and CONTRIBUTORS.txt.
+#
+"""Implementation of the Metadata for Python packages PEPs.
+
+Supports all metadata formats (1.0, 1.1, 1.2, 1.3/2.1 and 2.2).
+"""
+from __future__ import unicode_literals
+
+import codecs
+from email import message_from_file
+import json
+import logging
+import re
+
+
+from . import DistlibException, __version__
+from .compat import StringIO, string_types, text_type
+from .markers import interpret
+from .util import extract_by_key, get_extras
+from .version import get_scheme, PEP440_VERSION_RE
+
+logger = logging.getLogger(__name__)
+
+
+class MetadataMissingError(DistlibException):
+    """A required metadata is missing"""
+
+
+class MetadataConflictError(DistlibException):
+    """Attempt to read or write metadata fields that are conflictual."""
+
+
+class MetadataUnrecognizedVersionError(DistlibException):
+    """Unknown metadata version number."""
+
+
+class MetadataInvalidError(DistlibException):
+    """A metadata value is invalid"""
+
+# public API of this module
+__all__ = ['Metadata', 'PKG_INFO_ENCODING', 'PKG_INFO_PREFERRED_VERSION']
+
+# Encoding used for the PKG-INFO files
+PKG_INFO_ENCODING = 'utf-8'
+
+# preferred version. Hopefully will be changed
+# to 1.2 once PEP 345 is supported everywhere
+PKG_INFO_PREFERRED_VERSION = '1.1'
+
+_LINE_PREFIX_1_2 = re.compile('\n       \\|')
+_LINE_PREFIX_PRE_1_2 = re.compile('\n        ')
+_241_FIELDS = ('Metadata-Version', 'Name', 'Version', 'Platform',
+               'Summary', 'Description',
+               'Keywords', 'Home-page', 'Author', 'Author-email',
+               'License')
+
+_314_FIELDS = ('Metadata-Version', 'Name', 'Version', 'Platform',
+               'Supported-Platform', 'Summary', 'Description',
+               'Keywords', 'Home-page', 'Author', 'Author-email',
+               'License', 'Classifier', 'Download-URL', 'Obsoletes',
+               'Provides', 'Requires')
+
+_314_MARKERS = ('Obsoletes', 'Provides', 'Requires', 'Classifier',
+                'Download-URL')
+
+_345_FIELDS = ('Metadata-Version', 'Name', 'Version', 'Platform',
+               'Supported-Platform', 'Summary', 'Description',
+               'Keywords', 'Home-page', 'Author', 'Author-email',
+               'Maintainer', 'Maintainer-email', 'License',
+               'Classifier', 'Download-URL', 'Obsoletes-Dist',
+               'Project-URL', 'Provides-Dist', 'Requires-Dist',
+               'Requires-Python', 'Requires-External')
+
+_345_MARKERS = ('Provides-Dist', 'Requires-Dist', 'Requires-Python',
+                'Obsoletes-Dist', 'Requires-External', 'Maintainer',
+                'Maintainer-email', 'Project-URL')
+
+_426_FIELDS = ('Metadata-Version', 'Name', 'Version', 'Platform',
+               'Supported-Platform', 'Summary', 'Description',
+               'Keywords', 'Home-page', 'Author', 'Author-email',
+               'Maintainer', 'Maintainer-email', 'License',
+               'Classifier', 'Download-URL', 'Obsoletes-Dist',
+               'Project-URL', 'Provides-Dist', 'Requires-Dist',
+               'Requires-Python', 'Requires-External', 'Private-Version',
+               'Obsoleted-By', 'Setup-Requires-Dist', 'Extension',
+               'Provides-Extra')
+
+_426_MARKERS = ('Private-Version', 'Provides-Extra', 'Obsoleted-By',
+                'Setup-Requires-Dist', 'Extension')
+
+# See issue #106: Sometimes 'Requires' and 'Provides' occur wrongly in
+# the metadata. Include them in the tuple literal below to allow them
+# (for now).
+# Ditto for Obsoletes - see issue #140.
+_566_FIELDS = _426_FIELDS + ('Description-Content-Type',
+                             'Requires', 'Provides', 'Obsoletes')
+
+_566_MARKERS = ('Description-Content-Type',)
+
+_643_MARKERS = ('Dynamic', 'License-File')
+
+_643_FIELDS = _566_FIELDS + _643_MARKERS
+
+_ALL_FIELDS = set()
+_ALL_FIELDS.update(_241_FIELDS)
+_ALL_FIELDS.update(_314_FIELDS)
+_ALL_FIELDS.update(_345_FIELDS)
+_ALL_FIELDS.update(_426_FIELDS)
+_ALL_FIELDS.update(_566_FIELDS)
+_ALL_FIELDS.update(_643_FIELDS)
+
+EXTRA_RE = re.compile(r'''extra\s*==\s*("([^"]+)"|'([^']+)')''')
+
+
+def _version2fieldlist(version):
+    if version == '1.0':
+        return _241_FIELDS
+    elif version == '1.1':
+        return _314_FIELDS
+    elif version == '1.2':
+        return _345_FIELDS
+    elif version in ('1.3', '2.1'):
+        # avoid adding field names if already there
+        return _345_FIELDS + tuple(f for f in _566_FIELDS if f not in _345_FIELDS)
+    elif version == '2.0':
+        raise ValueError('Metadata 2.0 is withdrawn and not supported')
+        # return _426_FIELDS
+    elif version == '2.2':
+        return _643_FIELDS
+    raise MetadataUnrecognizedVersionError(version)
+
+
+def _best_version(fields):
+    """Detect the best version depending on the fields used."""
+    def _has_marker(keys, markers):
+        for marker in markers:
+            if marker in keys:
+                return True
+        return False
+
+    keys = []
+    for key, value in fields.items():
+        if value in ([], 'UNKNOWN', None):
+            continue
+        keys.append(key)
+
+    possible_versions = ['1.0', '1.1', '1.2', '1.3', '2.1', '2.2']  # 2.0 removed
+
+    # first let's try to see if a field is not part of one of the version
+    for key in keys:
+        if key not in _241_FIELDS and '1.0' in possible_versions:
+            possible_versions.remove('1.0')
+            logger.debug('Removed 1.0 due to %s', key)
+        if key not in _314_FIELDS and '1.1' in possible_versions:
+            possible_versions.remove('1.1')
+            logger.debug('Removed 1.1 due to %s', key)
+        if key not in _345_FIELDS and '1.2' in possible_versions:
+            possible_versions.remove('1.2')
+            logger.debug('Removed 1.2 due to %s', key)
+        if key not in _566_FIELDS and '1.3' in possible_versions:
+            possible_versions.remove('1.3')
+            logger.debug('Removed 1.3 due to %s', key)
+        if key not in _566_FIELDS and '2.1' in possible_versions:
+            if key != 'Description':  # In 2.1, description allowed after headers
+                possible_versions.remove('2.1')
+                logger.debug('Removed 2.1 due to %s', key)
+        if key not in _643_FIELDS and '2.2' in possible_versions:
+            possible_versions.remove('2.2')
+            logger.debug('Removed 2.2 due to %s', key)
+        # if key not in _426_FIELDS and '2.0' in possible_versions:
+            # possible_versions.remove('2.0')
+            # logger.debug('Removed 2.0 due to %s', key)
+
+    # possible_version contains qualified versions
+    if len(possible_versions) == 1:
+        return possible_versions[0]   # found !
+    elif len(possible_versions) == 0:
+        logger.debug('Out of options - unknown metadata set: %s', fields)
+        raise MetadataConflictError('Unknown metadata set')
+
+    # let's see if one unique marker is found
+    is_1_1 = '1.1' in possible_versions and _has_marker(keys, _314_MARKERS)
+    is_1_2 = '1.2' in possible_versions and _has_marker(keys, _345_MARKERS)
+    is_2_1 = '2.1' in possible_versions and _has_marker(keys, _566_MARKERS)
+    # is_2_0 = '2.0' in possible_versions and _has_marker(keys, _426_MARKERS)
+    is_2_2 = '2.2' in possible_versions and _has_marker(keys, _643_MARKERS)
+    if int(is_1_1) + int(is_1_2) + int(is_2_1) + int(is_2_2) > 1:
+        raise MetadataConflictError('You used incompatible 1.1/1.2/2.1/2.2 fields')
+
+    # we have the choice, 1.0, or 1.2, 2.1 or 2.2
+    #   - 1.0 has a broken Summary field but works with all tools
+    #   - 1.1 is to avoid
+    #   - 1.2 fixes Summary but has little adoption
+    #   - 2.1 adds more features
+    #   - 2.2 is the latest
+    if not is_1_1 and not is_1_2 and not is_2_1 and not is_2_2:
+        # we couldn't find any specific marker
+        if PKG_INFO_PREFERRED_VERSION in possible_versions:
+            return PKG_INFO_PREFERRED_VERSION
+    if is_1_1:
+        return '1.1'
+    if is_1_2:
+        return '1.2'
+    if is_2_1:
+        return '2.1'
+    # if is_2_2:
+        # return '2.2'
+
+    return '2.2'
+
+# This follows the rules about transforming keys as described in
+# https://www.python.org/dev/peps/pep-0566/#id17
+_ATTR2FIELD = {
+    name.lower().replace("-", "_"): name for name in _ALL_FIELDS
+}
+_FIELD2ATTR = {field: attr for attr, field in _ATTR2FIELD.items()}
+
+_PREDICATE_FIELDS = ('Requires-Dist', 'Obsoletes-Dist', 'Provides-Dist')
+_VERSIONS_FIELDS = ('Requires-Python',)
+_VERSION_FIELDS = ('Version',)
+_LISTFIELDS = ('Platform', 'Classifier', 'Obsoletes',
+               'Requires', 'Provides', 'Obsoletes-Dist',
+               'Provides-Dist', 'Requires-Dist', 'Requires-External',
+               'Project-URL', 'Supported-Platform', 'Setup-Requires-Dist',
+               'Provides-Extra', 'Extension', 'License-File')
+_LISTTUPLEFIELDS = ('Project-URL',)
+
+_ELEMENTSFIELD = ('Keywords',)
+
+_UNICODEFIELDS = ('Author', 'Maintainer', 'Summary', 'Description')
+
+_MISSING = object()
+
+_FILESAFE = re.compile('[^A-Za-z0-9.]+')
+
+
+def _get_name_and_version(name, version, for_filename=False):
+    """Return the distribution name with version.
+
+    If for_filename is true, return a filename-escaped form."""
+    if for_filename:
+        # For both name and version any runs of non-alphanumeric or '.'
+        # characters are replaced with a single '-'.  Additionally any
+        # spaces in the version string become '.'
+        name = _FILESAFE.sub('-', name)
+        version = _FILESAFE.sub('-', version.replace(' ', '.'))
+    return '%s-%s' % (name, version)
+
+
+class LegacyMetadata(object):
+    """The legacy metadata of a release.
+
+    Supports versions 1.0, 1.1, 1.2, 2.0 and 1.3/2.1 (auto-detected). You can
+    instantiate the class with one of these arguments (or none):
+    - *path*, the path to a metadata file
+    - *fileobj* give a file-like object with metadata as content
+    - *mapping* is a dict-like object
+    - *scheme* is a version scheme name
+    """
+    # TODO document the mapping API and UNKNOWN default key
+
+    def __init__(self, path=None, fileobj=None, mapping=None,
+                 scheme='default'):
+        if [path, fileobj, mapping].count(None) < 2:
+            raise TypeError('path, fileobj and mapping are exclusive')
+        self._fields = {}
+        self.requires_files = []
+        self._dependencies = None
+        self.scheme = scheme
+        if path is not None:
+            self.read(path)
+        elif fileobj is not None:
+            self.read_file(fileobj)
+        elif mapping is not None:
+            self.update(mapping)
+            self.set_metadata_version()
+
+    def set_metadata_version(self):
+        self._fields['Metadata-Version'] = _best_version(self._fields)
+
+    def _write_field(self, fileobj, name, value):
+        fileobj.write('%s: %s\n' % (name, value))
+
+    def __getitem__(self, name):
+        return self.get(name)
+
+    def __setitem__(self, name, value):
+        return self.set(name, value)
+
+    def __delitem__(self, name):
+        field_name = self._convert_name(name)
+        try:
+            del self._fields[field_name]
+        except KeyError:
+            raise KeyError(name)
+
+    def __contains__(self, name):
+        return (name in self._fields or
+                self._convert_name(name) in self._fields)
+
+    def _convert_name(self, name):
+        if name in _ALL_FIELDS:
+            return name
+        name = name.replace('-', '_').lower()
+        return _ATTR2FIELD.get(name, name)
+
+    def _default_value(self, name):
+        if name in _LISTFIELDS or name in _ELEMENTSFIELD:
+            return []
+        return 'UNKNOWN'
+
+    def _remove_line_prefix(self, value):
+        if self.metadata_version in ('1.0', '1.1'):
+            return _LINE_PREFIX_PRE_1_2.sub('\n', value)
+        else:
+            return _LINE_PREFIX_1_2.sub('\n', value)
+
+    def __getattr__(self, name):
+        if name in _ATTR2FIELD:
+            return self[name]
+        raise AttributeError(name)
+
+    #
+    # Public API
+    #
+
+#    dependencies = property(_get_dependencies, _set_dependencies)
+
+    def get_fullname(self, filesafe=False):
+        """Return the distribution name with version.
+
+        If filesafe is true, return a filename-escaped form."""
+        return _get_name_and_version(self['Name'], self['Version'], filesafe)
+
+    def is_field(self, name):
+        """return True if name is a valid metadata key"""
+        name = self._convert_name(name)
+        return name in _ALL_FIELDS
+
+    def is_multi_field(self, name):
+        name = self._convert_name(name)
+        return name in _LISTFIELDS
+
+    def read(self, filepath):
+        """Read the metadata values from a file path."""
+        fp = codecs.open(filepath, 'r', encoding='utf-8')
+        try:
+            self.read_file(fp)
+        finally:
+            fp.close()
+
+    def read_file(self, fileob):
+        """Read the metadata values from a file object."""
+        msg = message_from_file(fileob)
+        self._fields['Metadata-Version'] = msg['metadata-version']
+
+        # When reading, get all the fields we can
+        for field in _ALL_FIELDS:
+            if field not in msg:
+                continue
+            if field in _LISTFIELDS:
+                # we can have multiple lines
+                values = msg.get_all(field)
+                if field in _LISTTUPLEFIELDS and values is not None:
+                    values = [tuple(value.split(',')) for value in values]
+                self.set(field, values)
+            else:
+                # single line
+                value = msg[field]
+                if value is not None and value != 'UNKNOWN':
+                    self.set(field, value)
+
+        # PEP 566 specifies that the body be used for the description, if
+        # available
+        body = msg.get_payload()
+        self["Description"] = body if body else self["Description"]
+        # logger.debug('Attempting to set metadata for %s', self)
+        # self.set_metadata_version()
+
+    def write(self, filepath, skip_unknown=False):
+        """Write the metadata fields to filepath."""
+        fp = codecs.open(filepath, 'w', encoding='utf-8')
+        try:
+            self.write_file(fp, skip_unknown)
+        finally:
+            fp.close()
+
+    def write_file(self, fileobject, skip_unknown=False):
+        """Write the PKG-INFO format data to a file object."""
+        self.set_metadata_version()
+
+        for field in _version2fieldlist(self['Metadata-Version']):
+            values = self.get(field)
+            if skip_unknown and values in ('UNKNOWN', [], ['UNKNOWN']):
+                continue
+            if field in _ELEMENTSFIELD:
+                self._write_field(fileobject, field, ','.join(values))
+                continue
+            if field not in _LISTFIELDS:
+                if field == 'Description':
+                    if self.metadata_version in ('1.0', '1.1'):
+                        values = values.replace('\n', '\n        ')
+                    else:
+                        values = values.replace('\n', '\n       |')
+                values = [values]
+
+            if field in _LISTTUPLEFIELDS:
+                values = [','.join(value) for value in values]
+
+            for value in values:
+                self._write_field(fileobject, field, value)
+
+    def update(self, other=None, **kwargs):
+        """Set metadata values from the given iterable `other` and kwargs.
+
+        Behavior is like `dict.update`: If `other` has a ``keys`` method,
+        they are looped over and ``self[key]`` is assigned ``other[key]``.
+        Else, ``other`` is an iterable of ``(key, value)`` iterables.
+
+        Keys that don't match a metadata field or that have an empty value are
+        dropped.
+        """
+        def _set(key, value):
+            if key in _ATTR2FIELD and value:
+                self.set(self._convert_name(key), value)
+
+        if not other:
+            # other is None or empty container
+            pass
+        elif hasattr(other, 'keys'):
+            for k in other.keys():
+                _set(k, other[k])
+        else:
+            for k, v in other:
+                _set(k, v)
+
+        if kwargs:
+            for k, v in kwargs.items():
+                _set(k, v)
+
+    def set(self, name, value):
+        """Control then set a metadata field."""
+        name = self._convert_name(name)
+
+        if ((name in _ELEMENTSFIELD or name == 'Platform') and
+            not isinstance(value, (list, tuple))):
+            if isinstance(value, string_types):
+                value = [v.strip() for v in value.split(',')]
+            else:
+                value = []
+        elif (name in _LISTFIELDS and
+              not isinstance(value, (list, tuple))):
+            if isinstance(value, string_types):
+                value = [value]
+            else:
+                value = []
+
+        if logger.isEnabledFor(logging.WARNING):
+            project_name = self['Name']
+
+            scheme = get_scheme(self.scheme)
+            if name in _PREDICATE_FIELDS and value is not None:
+                for v in value:
+                    # check that the values are valid
+                    if not scheme.is_valid_matcher(v.split(';')[0]):
+                        logger.warning(
+                            "'%s': '%s' is not valid (field '%s')",
+                            project_name, v, name)
+            # FIXME this rejects UNKNOWN, is that right?
+            elif name in _VERSIONS_FIELDS and value is not None:
+                if not scheme.is_valid_constraint_list(value):
+                    logger.warning("'%s': '%s' is not a valid version (field '%s')",
+                                   project_name, value, name)
+            elif name in _VERSION_FIELDS and value is not None:
+                if not scheme.is_valid_version(value):
+                    logger.warning("'%s': '%s' is not a valid version (field '%s')",
+                                   project_name, value, name)
+
+        if name in _UNICODEFIELDS:
+            if name == 'Description':
+                value = self._remove_line_prefix(value)
+
+        self._fields[name] = value
+
+    def get(self, name, default=_MISSING):
+        """Get a metadata field."""
+        name = self._convert_name(name)
+        if name not in self._fields:
+            if default is _MISSING:
+                default = self._default_value(name)
+            return default
+        if name in _UNICODEFIELDS:
+            value = self._fields[name]
+            return value
+        elif name in _LISTFIELDS:
+            value = self._fields[name]
+            if value is None:
+                return []
+            res = []
+            for val in value:
+                if name not in _LISTTUPLEFIELDS:
+                    res.append(val)
+                else:
+                    # That's for Project-URL
+                    res.append((val[0], val[1]))
+            return res
+
+        elif name in _ELEMENTSFIELD:
+            value = self._fields[name]
+            if isinstance(value, string_types):
+                return value.split(',')
+        return self._fields[name]
+
+    def check(self, strict=False):
+        """Check if the metadata is compliant. If strict is True then raise if
+        no Name or Version are provided"""
+        self.set_metadata_version()
+
+        # XXX should check the versions (if the file was loaded)
+        missing, warnings = [], []
+
+        for attr in ('Name', 'Version'):  # required by PEP 345
+            if attr not in self:
+                missing.append(attr)
+
+        if strict and missing != []:
+            msg = 'missing required metadata: %s' % ', '.join(missing)
+            raise MetadataMissingError(msg)
+
+        for attr in ('Home-page', 'Author'):
+            if attr not in self:
+                missing.append(attr)
+
+        # checking metadata 1.2 (XXX needs to check 1.1, 1.0)
+        if self['Metadata-Version'] != '1.2':
+            return missing, warnings
+
+        scheme = get_scheme(self.scheme)
+
+        def are_valid_constraints(value):
+            for v in value:
+                if not scheme.is_valid_matcher(v.split(';')[0]):
+                    return False
+            return True
+
+        for fields, controller in ((_PREDICATE_FIELDS, are_valid_constraints),
+                                   (_VERSIONS_FIELDS,
+                                    scheme.is_valid_constraint_list),
+                                   (_VERSION_FIELDS,
+                                    scheme.is_valid_version)):
+            for field in fields:
+                value = self.get(field, None)
+                if value is not None and not controller(value):
+                    warnings.append("Wrong value for '%s': %s" % (field, value))
+
+        return missing, warnings
+
+    def todict(self, skip_missing=False):
+        """Return fields as a dict.
+
+        Field names will be converted to use the underscore-lowercase style
+        instead of hyphen-mixed case (i.e. home_page instead of Home-page).
+        This is as per https://www.python.org/dev/peps/pep-0566/#id17.
+        """
+        self.set_metadata_version()
+
+        fields = _version2fieldlist(self['Metadata-Version'])
+
+        data = {}
+
+        for field_name in fields:
+            if not skip_missing or field_name in self._fields:
+                key = _FIELD2ATTR[field_name]
+                if key != 'project_url':
+                    data[key] = self[field_name]
+                else:
+                    data[key] = [','.join(u) for u in self[field_name]]
+
+        return data
+
+    def add_requirements(self, requirements):
+        if self['Metadata-Version'] == '1.1':
+            # we can't have 1.1 metadata *and* Setuptools requires
+            for field in ('Obsoletes', 'Requires', 'Provides'):
+                if field in self:
+                    del self[field]
+        self['Requires-Dist'] += requirements
+
+    # Mapping API
+    # TODO could add iter* variants
+
+    def keys(self):
+        return list(_version2fieldlist(self['Metadata-Version']))
+
+    def __iter__(self):
+        for key in self.keys():
+            yield key
+
+    def values(self):
+        return [self[key] for key in self.keys()]
+
+    def items(self):
+        return [(key, self[key]) for key in self.keys()]
+
+    def __repr__(self):
+        return '<%s %s %s>' % (self.__class__.__name__, self.name,
+                               self.version)
+
+
+METADATA_FILENAME = 'pydist.json'
+WHEEL_METADATA_FILENAME = 'metadata.json'
+LEGACY_METADATA_FILENAME = 'METADATA'
+
+
+class Metadata(object):
+    """
+    The metadata of a release. This implementation uses 2.1
+    metadata where possible. If not possible, it wraps a LegacyMetadata
+    instance which handles the key-value metadata format.
+    """
+
+    METADATA_VERSION_MATCHER = re.compile(r'^\d+(\.\d+)*$')
+
+    NAME_MATCHER = re.compile('^[0-9A-Z]([0-9A-Z_.-]*[0-9A-Z])?$', re.I)
+
+    FIELDNAME_MATCHER = re.compile('^[A-Z]([0-9A-Z-]*[0-9A-Z])?$', re.I)
+
+    VERSION_MATCHER = PEP440_VERSION_RE
+
+    SUMMARY_MATCHER = re.compile('.{1,2047}')
+
+    METADATA_VERSION = '2.0'
+
+    GENERATOR = 'distlib (%s)' % __version__
+
+    MANDATORY_KEYS = {
+        'name': (),
+        'version': (),
+        'summary': ('legacy',),
+    }
+
+    INDEX_KEYS = ('name version license summary description author '
+                  'author_email keywords platform home_page classifiers '
+                  'download_url')
+
+    DEPENDENCY_KEYS = ('extras run_requires test_requires build_requires '
+                       'dev_requires provides meta_requires obsoleted_by '
+                       'supports_environments')
+
+    SYNTAX_VALIDATORS = {
+        'metadata_version': (METADATA_VERSION_MATCHER, ()),
+        'name': (NAME_MATCHER, ('legacy',)),
+        'version': (VERSION_MATCHER, ('legacy',)),
+        'summary': (SUMMARY_MATCHER, ('legacy',)),
+        'dynamic': (FIELDNAME_MATCHER, ('legacy',)),
+    }
+
+    __slots__ = ('_legacy', '_data', 'scheme')
+
+    def __init__(self, path=None, fileobj=None, mapping=None,
+                 scheme='default'):
+        if [path, fileobj, mapping].count(None) < 2:
+            raise TypeError('path, fileobj and mapping are exclusive')
+        self._legacy = None
+        self._data = None
+        self.scheme = scheme
+        #import pdb; pdb.set_trace()
+        if mapping is not None:
+            try:
+                self._validate_mapping(mapping, scheme)
+                self._data = mapping
+            except MetadataUnrecognizedVersionError:
+                self._legacy = LegacyMetadata(mapping=mapping, scheme=scheme)
+                self.validate()
+        else:
+            data = None
+            if path:
+                with open(path, 'rb') as f:
+                    data = f.read()
+            elif fileobj:
+                data = fileobj.read()
+            if data is None:
+                # Initialised with no args - to be added
+                self._data = {
+                    'metadata_version': self.METADATA_VERSION,
+                    'generator': self.GENERATOR,
+                }
+            else:
+                if not isinstance(data, text_type):
+                    data = data.decode('utf-8')
+                try:
+                    self._data = json.loads(data)
+                    self._validate_mapping(self._data, scheme)
+                except ValueError:
+                    # Note: MetadataUnrecognizedVersionError does not
+                    # inherit from ValueError (it's a DistlibException,
+                    # which should not inherit from ValueError).
+                    # The ValueError comes from the json.load - if that
+                    # succeeds and we get a validation error, we want
+                    # that to propagate
+                    self._legacy = LegacyMetadata(fileobj=StringIO(data),
+                                                  scheme=scheme)
+                    self.validate()
+
+    common_keys = set(('name', 'version', 'license', 'keywords', 'summary'))
+
+    none_list = (None, list)
+    none_dict = (None, dict)
+
+    mapped_keys = {
+        'run_requires': ('Requires-Dist', list),
+        'build_requires': ('Setup-Requires-Dist', list),
+        'dev_requires': none_list,
+        'test_requires': none_list,
+        'meta_requires': none_list,
+        'extras': ('Provides-Extra', list),
+        'modules': none_list,
+        'namespaces': none_list,
+        'exports': none_dict,
+        'commands': none_dict,
+        'classifiers': ('Classifier', list),
+        'source_url': ('Download-URL', None),
+        'metadata_version': ('Metadata-Version', None),
+    }
+
+    del none_list, none_dict
+
+    def __getattribute__(self, key):
+        common = object.__getattribute__(self, 'common_keys')
+        mapped = object.__getattribute__(self, 'mapped_keys')
+        if key in mapped:
+            lk, maker = mapped[key]
+            if self._legacy:
+                if lk is None:
+                    result = None if maker is None else maker()
+                else:
+                    result = self._legacy.get(lk)
+            else:
+                value = None if maker is None else maker()
+                if key not in ('commands', 'exports', 'modules', 'namespaces',
+                               'classifiers'):
+                    result = self._data.get(key, value)
+                else:
+                    # special cases for PEP 459
+                    sentinel = object()
+                    result = sentinel
+                    d = self._data.get('extensions')
+                    if d:
+                        if key == 'commands':
+                            result = d.get('python.commands', value)
+                        elif key == 'classifiers':
+                            d = d.get('python.details')
+                            if d:
+                                result = d.get(key, value)
+                        else:
+                            d = d.get('python.exports')
+                            if not d:
+                                d = self._data.get('python.exports')
+                            if d:
+                                result = d.get(key, value)
+                    if result is sentinel:
+                        result = value
+        elif key not in common:
+            result = object.__getattribute__(self, key)
+        elif self._legacy:
+            result = self._legacy.get(key)
+        else:
+            result = self._data.get(key)
+        return result
+
+    def _validate_value(self, key, value, scheme=None):
+        if key in self.SYNTAX_VALIDATORS:
+            pattern, exclusions = self.SYNTAX_VALIDATORS[key]
+            if (scheme or self.scheme) not in exclusions:
+                m = pattern.match(value)
+                if not m:
+                    raise MetadataInvalidError("'%s' is an invalid value for "
+                                               "the '%s' property" % (value,
+                                                                    key))
+
+    def __setattr__(self, key, value):
+        self._validate_value(key, value)
+        common = object.__getattribute__(self, 'common_keys')
+        mapped = object.__getattribute__(self, 'mapped_keys')
+        if key in mapped:
+            lk, _ = mapped[key]
+            if self._legacy:
+                if lk is None:
+                    raise NotImplementedError
+                self._legacy[lk] = value
+            elif key not in ('commands', 'exports', 'modules', 'namespaces',
+                             'classifiers'):
+                self._data[key] = value
+            else:
+                # special cases for PEP 459
+                d = self._data.setdefault('extensions', {})
+                if key == 'commands':
+                    d['python.commands'] = value
+                elif key == 'classifiers':
+                    d = d.setdefault('python.details', {})
+                    d[key] = value
+                else:
+                    d = d.setdefault('python.exports', {})
+                    d[key] = value
+        elif key not in common:
+            object.__setattr__(self, key, value)
+        else:
+            if key == 'keywords':
+                if isinstance(value, string_types):
+                    value = value.strip()
+                    if value:
+                        value = value.split()
+                    else:
+                        value = []
+            if self._legacy:
+                self._legacy[key] = value
+            else:
+                self._data[key] = value
+
+    @property
+    def name_and_version(self):
+        return _get_name_and_version(self.name, self.version, True)
+
+    @property
+    def provides(self):
+        if self._legacy:
+            result = self._legacy['Provides-Dist']
+        else:
+            result = self._data.setdefault('provides', [])
+        s = '%s (%s)' % (self.name, self.version)
+        if s not in result:
+            result.append(s)
+        return result
+
+    @provides.setter
+    def provides(self, value):
+        if self._legacy:
+            self._legacy['Provides-Dist'] = value
+        else:
+            self._data['provides'] = value
+
+    def get_requirements(self, reqts, extras=None, env=None):
+        """
+        Base method to get dependencies, given a set of extras
+        to satisfy and an optional environment context.
+        :param reqts: A list of sometimes-wanted dependencies,
+                      perhaps dependent on extras and environment.
+        :param extras: A list of optional components being requested.
+        :param env: An optional environment for marker evaluation.
+        """
+        if self._legacy:
+            result = reqts
+        else:
+            result = []
+            extras = get_extras(extras or [], self.extras)
+            for d in reqts:
+                if 'extra' not in d and 'environment' not in d:
+                    # unconditional
+                    include = True
+                else:
+                    if 'extra' not in d:
+                        # Not extra-dependent - only environment-dependent
+                        include = True
+                    else:
+                        include = d.get('extra') in extras
+                    if include:
+                        # Not excluded because of extras, check environment
+                        marker = d.get('environment')
+                        if marker:
+                            include = interpret(marker, env)
+                if include:
+                    result.extend(d['requires'])
+            for key in ('build', 'dev', 'test'):
+                e = ':%s:' % key
+                if e in extras:
+                    extras.remove(e)
+                    # A recursive call, but it should terminate since 'test'
+                    # has been removed from the extras
+                    reqts = self._data.get('%s_requires' % key, [])
+                    result.extend(self.get_requirements(reqts, extras=extras,
+                                                        env=env))
+        return result
+
+    @property
+    def dictionary(self):
+        if self._legacy:
+            return self._from_legacy()
+        return self._data
+
+    @property
+    def dependencies(self):
+        if self._legacy:
+            raise NotImplementedError
+        else:
+            return extract_by_key(self._data, self.DEPENDENCY_KEYS)
+
+    @dependencies.setter
+    def dependencies(self, value):
+        if self._legacy:
+            raise NotImplementedError
+        else:
+            self._data.update(value)
+
+    def _validate_mapping(self, mapping, scheme):
+        if mapping.get('metadata_version') != self.METADATA_VERSION:
+            raise MetadataUnrecognizedVersionError()
+        missing = []
+        for key, exclusions in self.MANDATORY_KEYS.items():
+            if key not in mapping:
+                if scheme not in exclusions:
+                    missing.append(key)
+        if missing:
+            msg = 'Missing metadata items: %s' % ', '.join(missing)
+            raise MetadataMissingError(msg)
+        for k, v in mapping.items():
+            self._validate_value(k, v, scheme)
+
+    def validate(self):
+        if self._legacy:
+            missing, warnings = self._legacy.check(True)
+            if missing or warnings:
+                logger.warning('Metadata: missing: %s, warnings: %s',
+                               missing, warnings)
+        else:
+            self._validate_mapping(self._data, self.scheme)
+
+    def todict(self):
+        if self._legacy:
+            return self._legacy.todict(True)
+        else:
+            result = extract_by_key(self._data, self.INDEX_KEYS)
+            return result
+
+    def _from_legacy(self):
+        assert self._legacy and not self._data
+        result = {
+            'metadata_version': self.METADATA_VERSION,
+            'generator': self.GENERATOR,
+        }
+        lmd = self._legacy.todict(True)     # skip missing ones
+        for k in ('name', 'version', 'license', 'summary', 'description',
+                  'classifier'):
+            if k in lmd:
+                if k == 'classifier':
+                    nk = 'classifiers'
+                else:
+                    nk = k
+                result[nk] = lmd[k]
+        kw = lmd.get('Keywords', [])
+        if kw == ['']:
+            kw = []
+        result['keywords'] = kw
+        keys = (('requires_dist', 'run_requires'),
+                ('setup_requires_dist', 'build_requires'))
+        for ok, nk in keys:
+            if ok in lmd and lmd[ok]:
+                result[nk] = [{'requires': lmd[ok]}]
+        result['provides'] = self.provides
+        author = {}
+        maintainer = {}
+        return result
+
+    LEGACY_MAPPING = {
+        'name': 'Name',
+        'version': 'Version',
+        ('extensions', 'python.details', 'license'): 'License',
+        'summary': 'Summary',
+        'description': 'Description',
+        ('extensions', 'python.project', 'project_urls', 'Home'): 'Home-page',
+        ('extensions', 'python.project', 'contacts', 0, 'name'): 'Author',
+        ('extensions', 'python.project', 'contacts', 0, 'email'): 'Author-email',
+        'source_url': 'Download-URL',
+        ('extensions', 'python.details', 'classifiers'): 'Classifier',
+    }
+
+    def _to_legacy(self):
+        def process_entries(entries):
+            reqts = set()
+            for e in entries:
+                extra = e.get('extra')
+                env = e.get('environment')
+                rlist = e['requires']
+                for r in rlist:
+                    if not env and not extra:
+                        reqts.add(r)
+                    else:
+                        marker = ''
+                        if extra:
+                            marker = 'extra == "%s"' % extra
+                        if env:
+                            if marker:
+                                marker = '(%s) and %s' % (env, marker)
+                            else:
+                                marker = env
+                        reqts.add(';'.join((r, marker)))
+            return reqts
+
+        assert self._data and not self._legacy
+        result = LegacyMetadata()
+        nmd = self._data
+        # import pdb; pdb.set_trace()
+        for nk, ok in self.LEGACY_MAPPING.items():
+            if not isinstance(nk, tuple):
+                if nk in nmd:
+                    result[ok] = nmd[nk]
+            else:
+                d = nmd
+                found = True
+                for k in nk:
+                    try:
+                        d = d[k]
+                    except (KeyError, IndexError):
+                        found = False
+                        break
+                if found:
+                    result[ok] = d
+        r1 = process_entries(self.run_requires + self.meta_requires)
+        r2 = process_entries(self.build_requires + self.dev_requires)
+        if self.extras:
+            result['Provides-Extra'] = sorted(self.extras)
+        result['Requires-Dist'] = sorted(r1)
+        result['Setup-Requires-Dist'] = sorted(r2)
+        # TODO: any other fields wanted
+        return result
+
+    def write(self, path=None, fileobj=None, legacy=False, skip_unknown=True):
+        if [path, fileobj].count(None) != 1:
+            raise ValueError('Exactly one of path and fileobj is needed')
+        self.validate()
+        if legacy:
+            if self._legacy:
+                legacy_md = self._legacy
+            else:
+                legacy_md = self._to_legacy()
+            if path:
+                legacy_md.write(path, skip_unknown=skip_unknown)
+            else:
+                legacy_md.write_file(fileobj, skip_unknown=skip_unknown)
+        else:
+            if self._legacy:
+                d = self._from_legacy()
+            else:
+                d = self._data
+            if fileobj:
+                json.dump(d, fileobj, ensure_ascii=True, indent=2,
+                          sort_keys=True)
+            else:
+                with codecs.open(path, 'w', 'utf-8') as f:
+                    json.dump(d, f, ensure_ascii=True, indent=2,
+                              sort_keys=True)
+
+    def add_requirements(self, requirements):
+        if self._legacy:
+            self._legacy.add_requirements(requirements)
+        else:
+            run_requires = self._data.setdefault('run_requires', [])
+            always = None
+            for entry in run_requires:
+                if 'environment' not in entry and 'extra' not in entry:
+                    always = entry
+                    break
+            if always is None:
+                always = { 'requires': requirements }
+                run_requires.insert(0, always)
+            else:
+                rset = set(always['requires']) | set(requirements)
+                always['requires'] = sorted(rset)
+
+    def __repr__(self):
+        name = self.name or '(no name)'
+        version = self.version or 'no version'
+        return '<%s %s %s (%s)>' % (self.__class__.__name__,
+                                    self.metadata_version, name, version)
diff --git a/venv/lib/python3.8/site-packages/distlib/resources.py b/venv/lib/python3.8/site-packages/distlib/resources.py
new file mode 120000
index 0000000..1974508
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib/resources.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2f/06/cf/92c73403524c6e2e979ee3dd301527f375fb04fb85356a8f184288ebdf
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/distlib/scripts.py b/venv/lib/python3.8/site-packages/distlib/scripts.py
new file mode 100644
index 0000000..d270624
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib/scripts.py
@@ -0,0 +1,437 @@
+# -*- coding: utf-8 -*-
+#
+# Copyright (C) 2013-2015 Vinay Sajip.
+# Licensed to the Python Software Foundation under a contributor agreement.
+# See LICENSE.txt and CONTRIBUTORS.txt.
+#
+from io import BytesIO
+import logging
+import os
+import re
+import struct
+import sys
+import time
+from zipfile import ZipInfo
+
+from .compat import sysconfig, detect_encoding, ZipFile
+from .resources import finder
+from .util import (FileOperator, get_export_entry, convert_path,
+                   get_executable, get_platform, in_venv)
+
+logger = logging.getLogger(__name__)
+
+_DEFAULT_MANIFEST = '''
+<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
+<assembly xmlns="urn:schemas-microsoft-com:asm.v1" manifestVersion="1.0">
+ <assemblyIdentity version="1.0.0.0"
+ processorArchitecture="X86"
+ name="%s"
+ type="win32"/>
+
+ <!-- Identify the application security requirements. -->
+ <trustInfo xmlns="urn:schemas-microsoft-com:asm.v3">
+ <security>
+ <requestedPrivileges>
+ <requestedExecutionLevel level="asInvoker" uiAccess="false"/>
+ </requestedPrivileges>
+ </security>
+ </trustInfo>
+</assembly>'''.strip()
+
+# check if Python is called on the first line with this expression
+FIRST_LINE_RE = re.compile(b'^#!.*pythonw?[0-9.]*([ \t].*)?$')
+SCRIPT_TEMPLATE = r'''# -*- coding: utf-8 -*-
+import re
+import sys
+from %(module)s import %(import_name)s
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(%(func)s())
+'''
+
+
+def enquote_executable(executable):
+    if ' ' in executable:
+        # make sure we quote only the executable in case of env
+        # for example /usr/bin/env "/dir with spaces/bin/jython"
+        # instead of "/usr/bin/env /dir with spaces/bin/jython"
+        # otherwise whole
+        if executable.startswith('/usr/bin/env '):
+            env, _executable = executable.split(' ', 1)
+            if ' ' in _executable and not _executable.startswith('"'):
+                executable = '%s "%s"' % (env, _executable)
+        else:
+            if not executable.startswith('"'):
+                executable = '"%s"' % executable
+    return executable
+
+# Keep the old name around (for now), as there is at least one project using it!
+_enquote_executable = enquote_executable
+
+class ScriptMaker(object):
+    """
+    A class to copy or create scripts from source scripts or callable
+    specifications.
+    """
+    script_template = SCRIPT_TEMPLATE
+
+    executable = None  # for shebangs
+
+    def __init__(self, source_dir, target_dir, add_launchers=True,
+                 dry_run=False, fileop=None):
+        self.source_dir = source_dir
+        self.target_dir = target_dir
+        self.add_launchers = add_launchers
+        self.force = False
+        self.clobber = False
+        # It only makes sense to set mode bits on POSIX.
+        self.set_mode = (os.name == 'posix') or (os.name == 'java' and
+                                                 os._name == 'posix')
+        self.variants = set(('', 'X.Y'))
+        self._fileop = fileop or FileOperator(dry_run)
+
+        self._is_nt = os.name == 'nt' or (
+            os.name == 'java' and os._name == 'nt')
+        self.version_info = sys.version_info
+
+    def _get_alternate_executable(self, executable, options):
+        if options.get('gui', False) and self._is_nt:  # pragma: no cover
+            dn, fn = os.path.split(executable)
+            fn = fn.replace('python', 'pythonw')
+            executable = os.path.join(dn, fn)
+        return executable
+
+    if sys.platform.startswith('java'):  # pragma: no cover
+        def _is_shell(self, executable):
+            """
+            Determine if the specified executable is a script
+            (contains a #! line)
+            """
+            try:
+                with open(executable) as fp:
+                    return fp.read(2) == '#!'
+            except (OSError, IOError):
+                logger.warning('Failed to open %s', executable)
+                return False
+
+        def _fix_jython_executable(self, executable):
+            if self._is_shell(executable):
+                # Workaround for Jython is not needed on Linux systems.
+                import java
+
+                if java.lang.System.getProperty('os.name') == 'Linux':
+                    return executable
+            elif executable.lower().endswith('jython.exe'):
+                # Use wrapper exe for Jython on Windows
+                return executable
+            return '/usr/bin/env %s' % executable
+
+    def _build_shebang(self, executable, post_interp):
+        """
+        Build a shebang line. In the simple case (on Windows, or a shebang line
+        which is not too long or contains spaces) use a simple formulation for
+        the shebang. Otherwise, use /bin/sh as the executable, with a contrived
+        shebang which allows the script to run either under Python or sh, using
+        suitable quoting. Thanks to Harald Nordgren for his input.
+
+        See also: http://www.in-ulm.de/~mascheck/various/shebang/#length
+                  https://hg.mozilla.org/mozilla-central/file/tip/mach
+        """
+        if os.name != 'posix':
+            simple_shebang = True
+        else:
+            # Add 3 for '#!' prefix and newline suffix.
+            shebang_length = len(executable) + len(post_interp) + 3
+            if sys.platform == 'darwin':
+                max_shebang_length = 512
+            else:
+                max_shebang_length = 127
+            simple_shebang = ((b' ' not in executable) and
+                              (shebang_length <= max_shebang_length))
+
+        if simple_shebang:
+            result = b'#!' + executable + post_interp + b'\n'
+        else:
+            result = b'#!/bin/sh\n'
+            result += b"'''exec' " + executable + post_interp + b' "$0" "$@"\n'
+            result += b"' '''"
+        return result
+
+    def _get_shebang(self, encoding, post_interp=b'', options=None):
+        enquote = True
+        if self.executable:
+            executable = self.executable
+            enquote = False     # assume this will be taken care of
+        elif not sysconfig.is_python_build():
+            executable = get_executable()
+        elif in_venv():  # pragma: no cover
+            executable = os.path.join(sysconfig.get_path('scripts'),
+                            'python%s' % sysconfig.get_config_var('EXE'))
+        else:  # pragma: no cover
+            executable = os.path.join(
+                sysconfig.get_config_var('BINDIR'),
+               'python%s%s' % (sysconfig.get_config_var('VERSION'),
+                               sysconfig.get_config_var('EXE')))
+            if not os.path.isfile(executable):
+                # for Python builds from source on Windows, no Python executables with
+                # a version suffix are created, so we use python.exe
+                executable = os.path.join(sysconfig.get_config_var('BINDIR'),
+                                'python%s' % (sysconfig.get_config_var('EXE')))
+        if options:
+            executable = self._get_alternate_executable(executable, options)
+
+        if sys.platform.startswith('java'):  # pragma: no cover
+            executable = self._fix_jython_executable(executable)
+
+        # Normalise case for Windows - COMMENTED OUT
+        # executable = os.path.normcase(executable)
+        # N.B. The normalising operation above has been commented out: See
+        # issue #124. Although paths in Windows are generally case-insensitive,
+        # they aren't always. For example, a path containing a ẞ (which is a
+        # LATIN CAPITAL LETTER SHARP S - U+1E9E) is normcased to ß (which is a
+        # LATIN SMALL LETTER SHARP S' - U+00DF). The two are not considered by
+        # Windows as equivalent in path names.
+
+        # If the user didn't specify an executable, it may be necessary to
+        # cater for executable paths with spaces (not uncommon on Windows)
+        if enquote:
+            executable = enquote_executable(executable)
+        # Issue #51: don't use fsencode, since we later try to
+        # check that the shebang is decodable using utf-8.
+        executable = executable.encode('utf-8')
+        # in case of IronPython, play safe and enable frames support
+        if (sys.platform == 'cli' and '-X:Frames' not in post_interp
+            and '-X:FullFrames' not in post_interp):  # pragma: no cover
+            post_interp += b' -X:Frames'
+        shebang = self._build_shebang(executable, post_interp)
+        # Python parser starts to read a script using UTF-8 until
+        # it gets a #coding:xxx cookie. The shebang has to be the
+        # first line of a file, the #coding:xxx cookie cannot be
+        # written before. So the shebang has to be decodable from
+        # UTF-8.
+        try:
+            shebang.decode('utf-8')
+        except UnicodeDecodeError:  # pragma: no cover
+            raise ValueError(
+                'The shebang (%r) is not decodable from utf-8' % shebang)
+        # If the script is encoded to a custom encoding (use a
+        # #coding:xxx cookie), the shebang has to be decodable from
+        # the script encoding too.
+        if encoding != 'utf-8':
+            try:
+                shebang.decode(encoding)
+            except UnicodeDecodeError:  # pragma: no cover
+                raise ValueError(
+                    'The shebang (%r) is not decodable '
+                    'from the script encoding (%r)' % (shebang, encoding))
+        return shebang
+
+    def _get_script_text(self, entry):
+        return self.script_template % dict(module=entry.prefix,
+                                           import_name=entry.suffix.split('.')[0],
+                                           func=entry.suffix)
+
+    manifest = _DEFAULT_MANIFEST
+
+    def get_manifest(self, exename):
+        base = os.path.basename(exename)
+        return self.manifest % base
+
+    def _write_script(self, names, shebang, script_bytes, filenames, ext):
+        use_launcher = self.add_launchers and self._is_nt
+        linesep = os.linesep.encode('utf-8')
+        if not shebang.endswith(linesep):
+            shebang += linesep
+        if not use_launcher:
+            script_bytes = shebang + script_bytes
+        else:  # pragma: no cover
+            if ext == 'py':
+                launcher = self._get_launcher('t')
+            else:
+                launcher = self._get_launcher('w')
+            stream = BytesIO()
+            with ZipFile(stream, 'w') as zf:
+                source_date_epoch = os.environ.get('SOURCE_DATE_EPOCH')
+                if source_date_epoch:
+                    date_time = time.gmtime(int(source_date_epoch))[:6]
+                    zinfo = ZipInfo(filename='__main__.py', date_time=date_time)
+                    zf.writestr(zinfo, script_bytes)
+                else:
+                    zf.writestr('__main__.py', script_bytes)
+            zip_data = stream.getvalue()
+            script_bytes = launcher + shebang + zip_data
+        for name in names:
+            outname = os.path.join(self.target_dir, name)
+            if use_launcher:  # pragma: no cover
+                n, e = os.path.splitext(outname)
+                if e.startswith('.py'):
+                    outname = n
+                outname = '%s.exe' % outname
+                try:
+                    self._fileop.write_binary_file(outname, script_bytes)
+                except Exception:
+                    # Failed writing an executable - it might be in use.
+                    logger.warning('Failed to write executable - trying to '
+                                   'use .deleteme logic')
+                    dfname = '%s.deleteme' % outname
+                    if os.path.exists(dfname):
+                        os.remove(dfname)       # Not allowed to fail here
+                    os.rename(outname, dfname)  # nor here
+                    self._fileop.write_binary_file(outname, script_bytes)
+                    logger.debug('Able to replace executable using '
+                                 '.deleteme logic')
+                    try:
+                        os.remove(dfname)
+                    except Exception:
+                        pass    # still in use - ignore error
+            else:
+                if self._is_nt and not outname.endswith('.' + ext):  # pragma: no cover
+                    outname = '%s.%s' % (outname, ext)
+                if os.path.exists(outname) and not self.clobber:
+                    logger.warning('Skipping existing file %s', outname)
+                    continue
+                self._fileop.write_binary_file(outname, script_bytes)
+                if self.set_mode:
+                    self._fileop.set_executable_mode([outname])
+            filenames.append(outname)
+
+    variant_separator = '-'
+
+    def get_script_filenames(self, name):
+        result = set()
+        if '' in self.variants:
+            result.add(name)
+        if 'X' in self.variants:
+            result.add('%s%s' % (name, self.version_info[0]))
+        if 'X.Y' in self.variants:
+            result.add('%s%s%s.%s' % (name, self.variant_separator,
+                                      self.version_info[0], self.version_info[1]))
+        return result
+
+    def _make_script(self, entry, filenames, options=None):
+        post_interp = b''
+        if options:
+            args = options.get('interpreter_args', [])
+            if args:
+                args = ' %s' % ' '.join(args)
+                post_interp = args.encode('utf-8')
+        shebang = self._get_shebang('utf-8', post_interp, options=options)
+        script = self._get_script_text(entry).encode('utf-8')
+        scriptnames = self.get_script_filenames(entry.name)
+        if options and options.get('gui', False):
+            ext = 'pyw'
+        else:
+            ext = 'py'
+        self._write_script(scriptnames, shebang, script, filenames, ext)
+
+    def _copy_script(self, script, filenames):
+        adjust = False
+        script = os.path.join(self.source_dir, convert_path(script))
+        outname = os.path.join(self.target_dir, os.path.basename(script))
+        if not self.force and not self._fileop.newer(script, outname):
+            logger.debug('not copying %s (up-to-date)', script)
+            return
+
+        # Always open the file, but ignore failures in dry-run mode --
+        # that way, we'll get accurate feedback if we can read the
+        # script.
+        try:
+            f = open(script, 'rb')
+        except IOError:  # pragma: no cover
+            if not self.dry_run:
+                raise
+            f = None
+        else:
+            first_line = f.readline()
+            if not first_line:  # pragma: no cover
+                logger.warning('%s is an empty file (skipping)', script)
+                return
+
+            match = FIRST_LINE_RE.match(first_line.replace(b'\r\n', b'\n'))
+            if match:
+                adjust = True
+                post_interp = match.group(1) or b''
+
+        if not adjust:
+            if f:
+                f.close()
+            self._fileop.copy_file(script, outname)
+            if self.set_mode:
+                self._fileop.set_executable_mode([outname])
+            filenames.append(outname)
+        else:
+            logger.info('copying and adjusting %s -> %s', script,
+                        self.target_dir)
+            if not self._fileop.dry_run:
+                encoding, lines = detect_encoding(f.readline)
+                f.seek(0)
+                shebang = self._get_shebang(encoding, post_interp)
+                if b'pythonw' in first_line:  # pragma: no cover
+                    ext = 'pyw'
+                else:
+                    ext = 'py'
+                n = os.path.basename(outname)
+                self._write_script([n], shebang, f.read(), filenames, ext)
+            if f:
+                f.close()
+
+    @property
+    def dry_run(self):
+        return self._fileop.dry_run
+
+    @dry_run.setter
+    def dry_run(self, value):
+        self._fileop.dry_run = value
+
+    if os.name == 'nt' or (os.name == 'java' and os._name == 'nt'):  # pragma: no cover
+        # Executable launcher support.
+        # Launchers are from https://bitbucket.org/vinay.sajip/simple_launcher/
+
+        def _get_launcher(self, kind):
+            if struct.calcsize('P') == 8:   # 64-bit
+                bits = '64'
+            else:
+                bits = '32'
+            platform_suffix = '-arm' if get_platform() == 'win-arm64' else ''
+            name = '%s%s%s.exe' % (kind, bits, platform_suffix)
+            # Issue 31: don't hardcode an absolute package name, but
+            # determine it relative to the current package
+            distlib_package = __name__.rsplit('.', 1)[0]
+            resource = finder(distlib_package).find(name)
+            if not resource:
+                msg = ('Unable to find resource %s in package %s' % (name,
+                       distlib_package))
+                raise ValueError(msg)
+            return resource.bytes
+
+    # Public API follows
+
+    def make(self, specification, options=None):
+        """
+        Make a script.
+
+        :param specification: The specification, which is either a valid export
+                              entry specification (to make a script from a
+                              callable) or a filename (to make a script by
+                              copying from a source location).
+        :param options: A dictionary of options controlling script generation.
+        :return: A list of all absolute pathnames written to.
+        """
+        filenames = []
+        entry = get_export_entry(specification)
+        if entry is None:
+            self._copy_script(specification, filenames)
+        else:
+            self._make_script(entry, filenames, options=options)
+        return filenames
+
+    def make_multiple(self, specifications, options=None):
+        """
+        Take a list of specifications and make scripts from them,
+        :param specifications: A list of specifications.
+        :return: A list of all absolute pathnames written to,
+        """
+        filenames = []
+        for specification in specifications:
+            filenames.extend(self.make(specification, options))
+        return filenames
diff --git a/venv/lib/python3.8/site-packages/distlib/t32.exe b/venv/lib/python3.8/site-packages/distlib/t32.exe
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diff --git a/venv/lib/python3.8/site-packages/distlib/util.py b/venv/lib/python3.8/site-packages/distlib/util.py
new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib/util.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/df/57/4f/5e7dd17dab74c592de568169ba78b285eeafb1b97dfd037ea9df4b8659
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/distlib/version.py b/venv/lib/python3.8/site-packages/distlib/version.py
new file mode 120000
index 0000000..2448d9b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib/version.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/58/6f/ff/2f201ad86c2603aa92a0426dbc913c4440352d9a5b4a2cf2f16be124b9
\ No newline at end of file
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diff --git a/venv/lib/python3.8/site-packages/distlib/wheel.py b/venv/lib/python3.8/site-packages/distlib/wheel.py
new file mode 100644
index 0000000..028c2d9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distlib/wheel.py
@@ -0,0 +1,1082 @@
+# -*- coding: utf-8 -*-
+#
+# Copyright (C) 2013-2020 Vinay Sajip.
+# Licensed to the Python Software Foundation under a contributor agreement.
+# See LICENSE.txt and CONTRIBUTORS.txt.
+#
+from __future__ import unicode_literals
+
+import base64
+import codecs
+import datetime
+from email import message_from_file
+import hashlib
+import json
+import logging
+import os
+import posixpath
+import re
+import shutil
+import sys
+import tempfile
+import zipfile
+
+from . import __version__, DistlibException
+from .compat import sysconfig, ZipFile, fsdecode, text_type, filter
+from .database import InstalledDistribution
+from .metadata import (Metadata, METADATA_FILENAME, WHEEL_METADATA_FILENAME,
+                       LEGACY_METADATA_FILENAME)
+from .util import (FileOperator, convert_path, CSVReader, CSVWriter, Cache,
+                   cached_property, get_cache_base, read_exports, tempdir,
+                   get_platform)
+from .version import NormalizedVersion, UnsupportedVersionError
+
+logger = logging.getLogger(__name__)
+
+cache = None    # created when needed
+
+if hasattr(sys, 'pypy_version_info'):  # pragma: no cover
+    IMP_PREFIX = 'pp'
+elif sys.platform.startswith('java'):  # pragma: no cover
+    IMP_PREFIX = 'jy'
+elif sys.platform == 'cli':  # pragma: no cover
+    IMP_PREFIX = 'ip'
+else:
+    IMP_PREFIX = 'cp'
+
+VER_SUFFIX = sysconfig.get_config_var('py_version_nodot')
+if not VER_SUFFIX:   # pragma: no cover
+    VER_SUFFIX = '%s%s' % sys.version_info[:2]
+PYVER = 'py' + VER_SUFFIX
+IMPVER = IMP_PREFIX + VER_SUFFIX
+
+ARCH = get_platform().replace('-', '_').replace('.', '_')
+
+ABI = sysconfig.get_config_var('SOABI')
+if ABI and ABI.startswith('cpython-'):
+    ABI = ABI.replace('cpython-', 'cp').split('-')[0]
+else:
+    def _derive_abi():
+        parts = ['cp', VER_SUFFIX]
+        if sysconfig.get_config_var('Py_DEBUG'):
+            parts.append('d')
+        if IMP_PREFIX == 'cp':
+            vi = sys.version_info[:2]
+            if vi < (3, 8):
+                wpm = sysconfig.get_config_var('WITH_PYMALLOC')
+                if wpm is None:
+                    wpm = True
+                if wpm:
+                    parts.append('m')
+                if vi < (3, 3):
+                    us = sysconfig.get_config_var('Py_UNICODE_SIZE')
+                    if us == 4 or (us is None and sys.maxunicode == 0x10FFFF):
+                        parts.append('u')
+        return ''.join(parts)
+    ABI = _derive_abi()
+    del _derive_abi
+
+FILENAME_RE = re.compile(r'''
+(?P<nm>[^-]+)
+-(?P<vn>\d+[^-]*)
+(-(?P<bn>\d+[^-]*))?
+-(?P<py>\w+\d+(\.\w+\d+)*)
+-(?P<bi>\w+)
+-(?P<ar>\w+(\.\w+)*)
+\.whl$
+''', re.IGNORECASE | re.VERBOSE)
+
+NAME_VERSION_RE = re.compile(r'''
+(?P<nm>[^-]+)
+-(?P<vn>\d+[^-]*)
+(-(?P<bn>\d+[^-]*))?$
+''', re.IGNORECASE | re.VERBOSE)
+
+SHEBANG_RE = re.compile(br'\s*#![^\r\n]*')
+SHEBANG_DETAIL_RE = re.compile(br'^(\s*#!("[^"]+"|\S+))\s+(.*)$')
+SHEBANG_PYTHON = b'#!python'
+SHEBANG_PYTHONW = b'#!pythonw'
+
+if os.sep == '/':
+    to_posix = lambda o: o
+else:
+    to_posix = lambda o: o.replace(os.sep, '/')
+
+if sys.version_info[0] < 3:
+    import imp
+else:
+    imp = None
+    import importlib.machinery
+    import importlib.util
+
+def _get_suffixes():
+    if imp:
+        return [s[0] for s in imp.get_suffixes()]
+    else:
+        return importlib.machinery.EXTENSION_SUFFIXES
+
+def _load_dynamic(name, path):
+    # https://docs.python.org/3/library/importlib.html#importing-a-source-file-directly
+    if imp:
+        return imp.load_dynamic(name, path)
+    else:
+        spec = importlib.util.spec_from_file_location(name, path)
+        module = importlib.util.module_from_spec(spec)
+        sys.modules[name] = module
+        spec.loader.exec_module(module)
+        return module
+
+class Mounter(object):
+    def __init__(self):
+        self.impure_wheels = {}
+        self.libs = {}
+
+    def add(self, pathname, extensions):
+        self.impure_wheels[pathname] = extensions
+        self.libs.update(extensions)
+
+    def remove(self, pathname):
+        extensions = self.impure_wheels.pop(pathname)
+        for k, v in extensions:
+            if k in self.libs:
+                del self.libs[k]
+
+    def find_module(self, fullname, path=None):
+        if fullname in self.libs:
+            result = self
+        else:
+            result = None
+        return result
+
+    def load_module(self, fullname):
+        if fullname in sys.modules:
+            result = sys.modules[fullname]
+        else:
+            if fullname not in self.libs:
+                raise ImportError('unable to find extension for %s' % fullname)
+            result = _load_dynamic(fullname, self.libs[fullname])
+            result.__loader__ = self
+            parts = fullname.rsplit('.', 1)
+            if len(parts) > 1:
+                result.__package__ = parts[0]
+        return result
+
+_hook = Mounter()
+
+
+class Wheel(object):
+    """
+    Class to build and install from Wheel files (PEP 427).
+    """
+
+    wheel_version = (1, 1)
+    hash_kind = 'sha256'
+
+    def __init__(self, filename=None, sign=False, verify=False):
+        """
+        Initialise an instance using a (valid) filename.
+        """
+        self.sign = sign
+        self.should_verify = verify
+        self.buildver = ''
+        self.pyver = [PYVER]
+        self.abi = ['none']
+        self.arch = ['any']
+        self.dirname = os.getcwd()
+        if filename is None:
+            self.name = 'dummy'
+            self.version = '0.1'
+            self._filename = self.filename
+        else:
+            m = NAME_VERSION_RE.match(filename)
+            if m:
+                info = m.groupdict('')
+                self.name = info['nm']
+                # Reinstate the local version separator
+                self.version = info['vn'].replace('_', '-')
+                self.buildver = info['bn']
+                self._filename = self.filename
+            else:
+                dirname, filename = os.path.split(filename)
+                m = FILENAME_RE.match(filename)
+                if not m:
+                    raise DistlibException('Invalid name or '
+                                           'filename: %r' % filename)
+                if dirname:
+                    self.dirname = os.path.abspath(dirname)
+                self._filename = filename
+                info = m.groupdict('')
+                self.name = info['nm']
+                self.version = info['vn']
+                self.buildver = info['bn']
+                self.pyver = info['py'].split('.')
+                self.abi = info['bi'].split('.')
+                self.arch = info['ar'].split('.')
+
+    @property
+    def filename(self):
+        """
+        Build and return a filename from the various components.
+        """
+        if self.buildver:
+            buildver = '-' + self.buildver
+        else:
+            buildver = ''
+        pyver = '.'.join(self.pyver)
+        abi = '.'.join(self.abi)
+        arch = '.'.join(self.arch)
+        # replace - with _ as a local version separator
+        version = self.version.replace('-', '_')
+        return '%s-%s%s-%s-%s-%s.whl' % (self.name, version, buildver,
+                                         pyver, abi, arch)
+
+    @property
+    def exists(self):
+        path = os.path.join(self.dirname, self.filename)
+        return os.path.isfile(path)
+
+    @property
+    def tags(self):
+        for pyver in self.pyver:
+            for abi in self.abi:
+                for arch in self.arch:
+                    yield pyver, abi, arch
+
+    @cached_property
+    def metadata(self):
+        pathname = os.path.join(self.dirname, self.filename)
+        name_ver = '%s-%s' % (self.name, self.version)
+        info_dir = '%s.dist-info' % name_ver
+        wrapper = codecs.getreader('utf-8')
+        with ZipFile(pathname, 'r') as zf:
+            wheel_metadata = self.get_wheel_metadata(zf)
+            wv = wheel_metadata['Wheel-Version'].split('.', 1)
+            file_version = tuple([int(i) for i in wv])
+            # if file_version < (1, 1):
+                # fns = [WHEEL_METADATA_FILENAME, METADATA_FILENAME,
+                       # LEGACY_METADATA_FILENAME]
+            # else:
+                # fns = [WHEEL_METADATA_FILENAME, METADATA_FILENAME]
+            fns = [WHEEL_METADATA_FILENAME, LEGACY_METADATA_FILENAME]
+            result = None
+            for fn in fns:
+                try:
+                    metadata_filename = posixpath.join(info_dir, fn)
+                    with zf.open(metadata_filename) as bf:
+                        wf = wrapper(bf)
+                        result = Metadata(fileobj=wf)
+                        if result:
+                            break
+                except KeyError:
+                    pass
+            if not result:
+                raise ValueError('Invalid wheel, because metadata is '
+                                 'missing: looked in %s' % ', '.join(fns))
+        return result
+
+    def get_wheel_metadata(self, zf):
+        name_ver = '%s-%s' % (self.name, self.version)
+        info_dir = '%s.dist-info' % name_ver
+        metadata_filename = posixpath.join(info_dir, 'WHEEL')
+        with zf.open(metadata_filename) as bf:
+            wf = codecs.getreader('utf-8')(bf)
+            message = message_from_file(wf)
+        return dict(message)
+
+    @cached_property
+    def info(self):
+        pathname = os.path.join(self.dirname, self.filename)
+        with ZipFile(pathname, 'r') as zf:
+            result = self.get_wheel_metadata(zf)
+        return result
+
+    def process_shebang(self, data):
+        m = SHEBANG_RE.match(data)
+        if m:
+            end = m.end()
+            shebang, data_after_shebang = data[:end], data[end:]
+            # Preserve any arguments after the interpreter
+            if b'pythonw' in shebang.lower():
+                shebang_python = SHEBANG_PYTHONW
+            else:
+                shebang_python = SHEBANG_PYTHON
+            m = SHEBANG_DETAIL_RE.match(shebang)
+            if m:
+                args = b' ' + m.groups()[-1]
+            else:
+                args = b''
+            shebang = shebang_python + args
+            data = shebang + data_after_shebang
+        else:
+            cr = data.find(b'\r')
+            lf = data.find(b'\n')
+            if cr < 0 or cr > lf:
+                term = b'\n'
+            else:
+                if data[cr:cr + 2] == b'\r\n':
+                    term = b'\r\n'
+                else:
+                    term = b'\r'
+            data = SHEBANG_PYTHON + term + data
+        return data
+
+    def get_hash(self, data, hash_kind=None):
+        if hash_kind is None:
+            hash_kind = self.hash_kind
+        try:
+            hasher = getattr(hashlib, hash_kind)
+        except AttributeError:
+            raise DistlibException('Unsupported hash algorithm: %r' % hash_kind)
+        result = hasher(data).digest()
+        result = base64.urlsafe_b64encode(result).rstrip(b'=').decode('ascii')
+        return hash_kind, result
+
+    def write_record(self, records, record_path, archive_record_path):
+        records = list(records) # make a copy, as mutated
+        records.append((archive_record_path, '', ''))
+        with CSVWriter(record_path) as writer:
+            for row in records:
+                writer.writerow(row)
+
+    def write_records(self, info, libdir, archive_paths):
+        records = []
+        distinfo, info_dir = info
+        hasher = getattr(hashlib, self.hash_kind)
+        for ap, p in archive_paths:
+            with open(p, 'rb') as f:
+                data = f.read()
+            digest = '%s=%s' % self.get_hash(data)
+            size = os.path.getsize(p)
+            records.append((ap, digest, size))
+
+        p = os.path.join(distinfo, 'RECORD')
+        ap = to_posix(os.path.join(info_dir, 'RECORD'))
+        self.write_record(records, p, ap)
+        archive_paths.append((ap, p))
+
+    def build_zip(self, pathname, archive_paths):
+        with ZipFile(pathname, 'w', zipfile.ZIP_DEFLATED) as zf:
+            for ap, p in archive_paths:
+                logger.debug('Wrote %s to %s in wheel', p, ap)
+                zf.write(p, ap)
+
+    def build(self, paths, tags=None, wheel_version=None):
+        """
+        Build a wheel from files in specified paths, and use any specified tags
+        when determining the name of the wheel.
+        """
+        if tags is None:
+            tags = {}
+
+        libkey = list(filter(lambda o: o in paths, ('purelib', 'platlib')))[0]
+        if libkey == 'platlib':
+            is_pure = 'false'
+            default_pyver = [IMPVER]
+            default_abi = [ABI]
+            default_arch = [ARCH]
+        else:
+            is_pure = 'true'
+            default_pyver = [PYVER]
+            default_abi = ['none']
+            default_arch = ['any']
+
+        self.pyver = tags.get('pyver', default_pyver)
+        self.abi = tags.get('abi', default_abi)
+        self.arch = tags.get('arch', default_arch)
+
+        libdir = paths[libkey]
+
+        name_ver = '%s-%s' % (self.name, self.version)
+        data_dir = '%s.data' % name_ver
+        info_dir = '%s.dist-info' % name_ver
+
+        archive_paths = []
+
+        # First, stuff which is not in site-packages
+        for key in ('data', 'headers', 'scripts'):
+            if key not in paths:
+                continue
+            path = paths[key]
+            if os.path.isdir(path):
+                for root, dirs, files in os.walk(path):
+                    for fn in files:
+                        p = fsdecode(os.path.join(root, fn))
+                        rp = os.path.relpath(p, path)
+                        ap = to_posix(os.path.join(data_dir, key, rp))
+                        archive_paths.append((ap, p))
+                        if key == 'scripts' and not p.endswith('.exe'):
+                            with open(p, 'rb') as f:
+                                data = f.read()
+                            data = self.process_shebang(data)
+                            with open(p, 'wb') as f:
+                                f.write(data)
+
+        # Now, stuff which is in site-packages, other than the
+        # distinfo stuff.
+        path = libdir
+        distinfo = None
+        for root, dirs, files in os.walk(path):
+            if root == path:
+                # At the top level only, save distinfo for later
+                # and skip it for now
+                for i, dn in enumerate(dirs):
+                    dn = fsdecode(dn)
+                    if dn.endswith('.dist-info'):
+                        distinfo = os.path.join(root, dn)
+                        del dirs[i]
+                        break
+                assert distinfo, '.dist-info directory expected, not found'
+
+            for fn in files:
+                # comment out next suite to leave .pyc files in
+                if fsdecode(fn).endswith(('.pyc', '.pyo')):
+                    continue
+                p = os.path.join(root, fn)
+                rp = to_posix(os.path.relpath(p, path))
+                archive_paths.append((rp, p))
+
+        # Now distinfo. Assumed to be flat, i.e. os.listdir is enough.
+        files = os.listdir(distinfo)
+        for fn in files:
+            if fn not in ('RECORD', 'INSTALLER', 'SHARED', 'WHEEL'):
+                p = fsdecode(os.path.join(distinfo, fn))
+                ap = to_posix(os.path.join(info_dir, fn))
+                archive_paths.append((ap, p))
+
+        wheel_metadata = [
+            'Wheel-Version: %d.%d' % (wheel_version or self.wheel_version),
+            'Generator: distlib %s' % __version__,
+            'Root-Is-Purelib: %s' % is_pure,
+        ]
+        for pyver, abi, arch in self.tags:
+            wheel_metadata.append('Tag: %s-%s-%s' % (pyver, abi, arch))
+        p = os.path.join(distinfo, 'WHEEL')
+        with open(p, 'w') as f:
+            f.write('\n'.join(wheel_metadata))
+        ap = to_posix(os.path.join(info_dir, 'WHEEL'))
+        archive_paths.append((ap, p))
+
+        # sort the entries by archive path. Not needed by any spec, but it
+        # keeps the archive listing and RECORD tidier than they would otherwise
+        # be. Use the number of path segments to keep directory entries together,
+        # and keep the dist-info stuff at the end.
+        def sorter(t):
+            ap = t[0]
+            n = ap.count('/')
+            if '.dist-info' in ap:
+                n += 10000
+            return (n, ap)
+        archive_paths = sorted(archive_paths, key=sorter)
+
+        # Now, at last, RECORD.
+        # Paths in here are archive paths - nothing else makes sense.
+        self.write_records((distinfo, info_dir), libdir, archive_paths)
+        # Now, ready to build the zip file
+        pathname = os.path.join(self.dirname, self.filename)
+        self.build_zip(pathname, archive_paths)
+        return pathname
+
+    def skip_entry(self, arcname):
+        """
+        Determine whether an archive entry should be skipped when verifying
+        or installing.
+        """
+        # The signature file won't be in RECORD,
+        # and we  don't currently don't do anything with it
+        # We also skip directories, as they won't be in RECORD
+        # either. See:
+        #
+        # https://github.com/pypa/wheel/issues/294
+        # https://github.com/pypa/wheel/issues/287
+        # https://github.com/pypa/wheel/pull/289
+        #
+        return arcname.endswith(('/', '/RECORD.jws'))
+
+    def install(self, paths, maker, **kwargs):
+        """
+        Install a wheel to the specified paths. If kwarg ``warner`` is
+        specified, it should be a callable, which will be called with two
+        tuples indicating the wheel version of this software and the wheel
+        version in the file, if there is a discrepancy in the versions.
+        This can be used to issue any warnings to raise any exceptions.
+        If kwarg ``lib_only`` is True, only the purelib/platlib files are
+        installed, and the headers, scripts, data and dist-info metadata are
+        not written. If kwarg ``bytecode_hashed_invalidation`` is True, written
+        bytecode will try to use file-hash based invalidation (PEP-552) on
+        supported interpreter versions (CPython 2.7+).
+
+        The return value is a :class:`InstalledDistribution` instance unless
+        ``options.lib_only`` is True, in which case the return value is ``None``.
+        """
+
+        dry_run = maker.dry_run
+        warner = kwargs.get('warner')
+        lib_only = kwargs.get('lib_only', False)
+        bc_hashed_invalidation = kwargs.get('bytecode_hashed_invalidation', False)
+
+        pathname = os.path.join(self.dirname, self.filename)
+        name_ver = '%s-%s' % (self.name, self.version)
+        data_dir = '%s.data' % name_ver
+        info_dir = '%s.dist-info' % name_ver
+
+        metadata_name = posixpath.join(info_dir, LEGACY_METADATA_FILENAME)
+        wheel_metadata_name = posixpath.join(info_dir, 'WHEEL')
+        record_name = posixpath.join(info_dir, 'RECORD')
+
+        wrapper = codecs.getreader('utf-8')
+
+        with ZipFile(pathname, 'r') as zf:
+            with zf.open(wheel_metadata_name) as bwf:
+                wf = wrapper(bwf)
+                message = message_from_file(wf)
+            wv = message['Wheel-Version'].split('.', 1)
+            file_version = tuple([int(i) for i in wv])
+            if (file_version != self.wheel_version) and warner:
+                warner(self.wheel_version, file_version)
+
+            if message['Root-Is-Purelib'] == 'true':
+                libdir = paths['purelib']
+            else:
+                libdir = paths['platlib']
+
+            records = {}
+            with zf.open(record_name) as bf:
+                with CSVReader(stream=bf) as reader:
+                    for row in reader:
+                        p = row[0]
+                        records[p] = row
+
+            data_pfx = posixpath.join(data_dir, '')
+            info_pfx = posixpath.join(info_dir, '')
+            script_pfx = posixpath.join(data_dir, 'scripts', '')
+
+            # make a new instance rather than a copy of maker's,
+            # as we mutate it
+            fileop = FileOperator(dry_run=dry_run)
+            fileop.record = True    # so we can rollback if needed
+
+            bc = not sys.dont_write_bytecode    # Double negatives. Lovely!
+
+            outfiles = []   # for RECORD writing
+
+            # for script copying/shebang processing
+            workdir = tempfile.mkdtemp()
+            # set target dir later
+            # we default add_launchers to False, as the
+            # Python Launcher should be used instead
+            maker.source_dir = workdir
+            maker.target_dir = None
+            try:
+                for zinfo in zf.infolist():
+                    arcname = zinfo.filename
+                    if isinstance(arcname, text_type):
+                        u_arcname = arcname
+                    else:
+                        u_arcname = arcname.decode('utf-8')
+                    if self.skip_entry(u_arcname):
+                        continue
+                    row = records[u_arcname]
+                    if row[2] and str(zinfo.file_size) != row[2]:
+                        raise DistlibException('size mismatch for '
+                                               '%s' % u_arcname)
+                    if row[1]:
+                        kind, value = row[1].split('=', 1)
+                        with zf.open(arcname) as bf:
+                            data = bf.read()
+                        _, digest = self.get_hash(data, kind)
+                        if digest != value:
+                            raise DistlibException('digest mismatch for '
+                                                   '%s' % arcname)
+
+                    if lib_only and u_arcname.startswith((info_pfx, data_pfx)):
+                        logger.debug('lib_only: skipping %s', u_arcname)
+                        continue
+                    is_script = (u_arcname.startswith(script_pfx)
+                                 and not u_arcname.endswith('.exe'))
+
+                    if u_arcname.startswith(data_pfx):
+                        _, where, rp = u_arcname.split('/', 2)
+                        outfile = os.path.join(paths[where], convert_path(rp))
+                    else:
+                        # meant for site-packages.
+                        if u_arcname in (wheel_metadata_name, record_name):
+                            continue
+                        outfile = os.path.join(libdir, convert_path(u_arcname))
+                    if not is_script:
+                        with zf.open(arcname) as bf:
+                            fileop.copy_stream(bf, outfile)
+                        # Issue #147: permission bits aren't preserved. Using
+                        # zf.extract(zinfo, libdir) should have worked, but didn't,
+                        # see https://www.thetopsites.net/article/53834422.shtml
+                        # So ... manually preserve permission bits as given in zinfo
+                        if os.name == 'posix':
+                            # just set the normal permission bits
+                            os.chmod(outfile, (zinfo.external_attr >> 16) & 0x1FF)
+                        outfiles.append(outfile)
+                        # Double check the digest of the written file
+                        if not dry_run and row[1]:
+                            with open(outfile, 'rb') as bf:
+                                data = bf.read()
+                                _, newdigest = self.get_hash(data, kind)
+                                if newdigest != digest:
+                                    raise DistlibException('digest mismatch '
+                                                           'on write for '
+                                                           '%s' % outfile)
+                        if bc and outfile.endswith('.py'):
+                            try:
+                                pyc = fileop.byte_compile(outfile,
+                                                          hashed_invalidation=bc_hashed_invalidation)
+                                outfiles.append(pyc)
+                            except Exception:
+                                # Don't give up if byte-compilation fails,
+                                # but log it and perhaps warn the user
+                                logger.warning('Byte-compilation failed',
+                                               exc_info=True)
+                    else:
+                        fn = os.path.basename(convert_path(arcname))
+                        workname = os.path.join(workdir, fn)
+                        with zf.open(arcname) as bf:
+                            fileop.copy_stream(bf, workname)
+
+                        dn, fn = os.path.split(outfile)
+                        maker.target_dir = dn
+                        filenames = maker.make(fn)
+                        fileop.set_executable_mode(filenames)
+                        outfiles.extend(filenames)
+
+                if lib_only:
+                    logger.debug('lib_only: returning None')
+                    dist = None
+                else:
+                    # Generate scripts
+
+                    # Try to get pydist.json so we can see if there are
+                    # any commands to generate. If this fails (e.g. because
+                    # of a legacy wheel), log a warning but don't give up.
+                    commands = None
+                    file_version = self.info['Wheel-Version']
+                    if file_version == '1.0':
+                        # Use legacy info
+                        ep = posixpath.join(info_dir, 'entry_points.txt')
+                        try:
+                            with zf.open(ep) as bwf:
+                                epdata = read_exports(bwf)
+                            commands = {}
+                            for key in ('console', 'gui'):
+                                k = '%s_scripts' % key
+                                if k in epdata:
+                                    commands['wrap_%s' % key] = d = {}
+                                    for v in epdata[k].values():
+                                        s = '%s:%s' % (v.prefix, v.suffix)
+                                        if v.flags:
+                                            s += ' [%s]' % ','.join(v.flags)
+                                        d[v.name] = s
+                        except Exception:
+                            logger.warning('Unable to read legacy script '
+                                           'metadata, so cannot generate '
+                                           'scripts')
+                    else:
+                        try:
+                            with zf.open(metadata_name) as bwf:
+                                wf = wrapper(bwf)
+                                commands = json.load(wf).get('extensions')
+                                if commands:
+                                    commands = commands.get('python.commands')
+                        except Exception:
+                            logger.warning('Unable to read JSON metadata, so '
+                                           'cannot generate scripts')
+                    if commands:
+                        console_scripts = commands.get('wrap_console', {})
+                        gui_scripts = commands.get('wrap_gui', {})
+                        if console_scripts or gui_scripts:
+                            script_dir = paths.get('scripts', '')
+                            if not os.path.isdir(script_dir):
+                                raise ValueError('Valid script path not '
+                                                 'specified')
+                            maker.target_dir = script_dir
+                            for k, v in console_scripts.items():
+                                script = '%s = %s' % (k, v)
+                                filenames = maker.make(script)
+                                fileop.set_executable_mode(filenames)
+
+                            if gui_scripts:
+                                options = {'gui': True }
+                                for k, v in gui_scripts.items():
+                                    script = '%s = %s' % (k, v)
+                                    filenames = maker.make(script, options)
+                                    fileop.set_executable_mode(filenames)
+
+                    p = os.path.join(libdir, info_dir)
+                    dist = InstalledDistribution(p)
+
+                    # Write SHARED
+                    paths = dict(paths)     # don't change passed in dict
+                    del paths['purelib']
+                    del paths['platlib']
+                    paths['lib'] = libdir
+                    p = dist.write_shared_locations(paths, dry_run)
+                    if p:
+                        outfiles.append(p)
+
+                    # Write RECORD
+                    dist.write_installed_files(outfiles, paths['prefix'],
+                                               dry_run)
+                return dist
+            except Exception:  # pragma: no cover
+                logger.exception('installation failed.')
+                fileop.rollback()
+                raise
+            finally:
+                shutil.rmtree(workdir)
+
+    def _get_dylib_cache(self):
+        global cache
+        if cache is None:
+            # Use native string to avoid issues on 2.x: see Python #20140.
+            base = os.path.join(get_cache_base(), str('dylib-cache'),
+                                '%s.%s' % sys.version_info[:2])
+            cache = Cache(base)
+        return cache
+
+    def _get_extensions(self):
+        pathname = os.path.join(self.dirname, self.filename)
+        name_ver = '%s-%s' % (self.name, self.version)
+        info_dir = '%s.dist-info' % name_ver
+        arcname = posixpath.join(info_dir, 'EXTENSIONS')
+        wrapper = codecs.getreader('utf-8')
+        result = []
+        with ZipFile(pathname, 'r') as zf:
+            try:
+                with zf.open(arcname) as bf:
+                    wf = wrapper(bf)
+                    extensions = json.load(wf)
+                    cache = self._get_dylib_cache()
+                    prefix = cache.prefix_to_dir(pathname)
+                    cache_base = os.path.join(cache.base, prefix)
+                    if not os.path.isdir(cache_base):
+                        os.makedirs(cache_base)
+                    for name, relpath in extensions.items():
+                        dest = os.path.join(cache_base, convert_path(relpath))
+                        if not os.path.exists(dest):
+                            extract = True
+                        else:
+                            file_time = os.stat(dest).st_mtime
+                            file_time = datetime.datetime.fromtimestamp(file_time)
+                            info = zf.getinfo(relpath)
+                            wheel_time = datetime.datetime(*info.date_time)
+                            extract = wheel_time > file_time
+                        if extract:
+                            zf.extract(relpath, cache_base)
+                        result.append((name, dest))
+            except KeyError:
+                pass
+        return result
+
+    def is_compatible(self):
+        """
+        Determine if a wheel is compatible with the running system.
+        """
+        return is_compatible(self)
+
+    def is_mountable(self):
+        """
+        Determine if a wheel is asserted as mountable by its metadata.
+        """
+        return True # for now - metadata details TBD
+
+    def mount(self, append=False):
+        pathname = os.path.abspath(os.path.join(self.dirname, self.filename))
+        if not self.is_compatible():
+            msg = 'Wheel %s not compatible with this Python.' % pathname
+            raise DistlibException(msg)
+        if not self.is_mountable():
+            msg = 'Wheel %s is marked as not mountable.' % pathname
+            raise DistlibException(msg)
+        if pathname in sys.path:
+            logger.debug('%s already in path', pathname)
+        else:
+            if append:
+                sys.path.append(pathname)
+            else:
+                sys.path.insert(0, pathname)
+            extensions = self._get_extensions()
+            if extensions:
+                if _hook not in sys.meta_path:
+                    sys.meta_path.append(_hook)
+                _hook.add(pathname, extensions)
+
+    def unmount(self):
+        pathname = os.path.abspath(os.path.join(self.dirname, self.filename))
+        if pathname not in sys.path:
+            logger.debug('%s not in path', pathname)
+        else:
+            sys.path.remove(pathname)
+            if pathname in _hook.impure_wheels:
+                _hook.remove(pathname)
+            if not _hook.impure_wheels:
+                if _hook in sys.meta_path:
+                    sys.meta_path.remove(_hook)
+
+    def verify(self):
+        pathname = os.path.join(self.dirname, self.filename)
+        name_ver = '%s-%s' % (self.name, self.version)
+        data_dir = '%s.data' % name_ver
+        info_dir = '%s.dist-info' % name_ver
+
+        metadata_name = posixpath.join(info_dir, LEGACY_METADATA_FILENAME)
+        wheel_metadata_name = posixpath.join(info_dir, 'WHEEL')
+        record_name = posixpath.join(info_dir, 'RECORD')
+
+        wrapper = codecs.getreader('utf-8')
+
+        with ZipFile(pathname, 'r') as zf:
+            with zf.open(wheel_metadata_name) as bwf:
+                wf = wrapper(bwf)
+                message = message_from_file(wf)
+            wv = message['Wheel-Version'].split('.', 1)
+            file_version = tuple([int(i) for i in wv])
+            # TODO version verification
+
+            records = {}
+            with zf.open(record_name) as bf:
+                with CSVReader(stream=bf) as reader:
+                    for row in reader:
+                        p = row[0]
+                        records[p] = row
+
+            for zinfo in zf.infolist():
+                arcname = zinfo.filename
+                if isinstance(arcname, text_type):
+                    u_arcname = arcname
+                else:
+                    u_arcname = arcname.decode('utf-8')
+                # See issue #115: some wheels have .. in their entries, but
+                # in the filename ... e.g. __main__..py ! So the check is
+                # updated to look for .. in the directory portions
+                p = u_arcname.split('/')
+                if '..' in p:
+                    raise DistlibException('invalid entry in '
+                                           'wheel: %r' % u_arcname)
+
+                if self.skip_entry(u_arcname):
+                    continue
+                row = records[u_arcname]
+                if row[2] and str(zinfo.file_size) != row[2]:
+                    raise DistlibException('size mismatch for '
+                                           '%s' % u_arcname)
+                if row[1]:
+                    kind, value = row[1].split('=', 1)
+                    with zf.open(arcname) as bf:
+                        data = bf.read()
+                    _, digest = self.get_hash(data, kind)
+                    if digest != value:
+                        raise DistlibException('digest mismatch for '
+                                               '%s' % arcname)
+
+    def update(self, modifier, dest_dir=None, **kwargs):
+        """
+        Update the contents of a wheel in a generic way. The modifier should
+        be a callable which expects a dictionary argument: its keys are
+        archive-entry paths, and its values are absolute filesystem paths
+        where the contents the corresponding archive entries can be found. The
+        modifier is free to change the contents of the files pointed to, add
+        new entries and remove entries, before returning. This method will
+        extract the entire contents of the wheel to a temporary location, call
+        the modifier, and then use the passed (and possibly updated)
+        dictionary to write a new wheel. If ``dest_dir`` is specified, the new
+        wheel is written there -- otherwise, the original wheel is overwritten.
+
+        The modifier should return True if it updated the wheel, else False.
+        This method returns the same value the modifier returns.
+        """
+
+        def get_version(path_map, info_dir):
+            version = path = None
+            key = '%s/%s' % (info_dir, LEGACY_METADATA_FILENAME)
+            if key not in path_map:
+                key = '%s/PKG-INFO' % info_dir
+            if key in path_map:
+                path = path_map[key]
+                version = Metadata(path=path).version
+            return version, path
+
+        def update_version(version, path):
+            updated = None
+            try:
+                v = NormalizedVersion(version)
+                i = version.find('-')
+                if i < 0:
+                    updated = '%s+1' % version
+                else:
+                    parts = [int(s) for s in version[i + 1:].split('.')]
+                    parts[-1] += 1
+                    updated = '%s+%s' % (version[:i],
+                                         '.'.join(str(i) for i in parts))
+            except UnsupportedVersionError:
+                logger.debug('Cannot update non-compliant (PEP-440) '
+                             'version %r', version)
+            if updated:
+                md = Metadata(path=path)
+                md.version = updated
+                legacy = path.endswith(LEGACY_METADATA_FILENAME)
+                md.write(path=path, legacy=legacy)
+                logger.debug('Version updated from %r to %r', version,
+                             updated)
+
+        pathname = os.path.join(self.dirname, self.filename)
+        name_ver = '%s-%s' % (self.name, self.version)
+        info_dir = '%s.dist-info' % name_ver
+        record_name = posixpath.join(info_dir, 'RECORD')
+        with tempdir() as workdir:
+            with ZipFile(pathname, 'r') as zf:
+                path_map = {}
+                for zinfo in zf.infolist():
+                    arcname = zinfo.filename
+                    if isinstance(arcname, text_type):
+                        u_arcname = arcname
+                    else:
+                        u_arcname = arcname.decode('utf-8')
+                    if u_arcname == record_name:
+                        continue
+                    if '..' in u_arcname:
+                        raise DistlibException('invalid entry in '
+                                               'wheel: %r' % u_arcname)
+                    zf.extract(zinfo, workdir)
+                    path = os.path.join(workdir, convert_path(u_arcname))
+                    path_map[u_arcname] = path
+
+            # Remember the version.
+            original_version, _ = get_version(path_map, info_dir)
+            # Files extracted. Call the modifier.
+            modified = modifier(path_map, **kwargs)
+            if modified:
+                # Something changed - need to build a new wheel.
+                current_version, path = get_version(path_map, info_dir)
+                if current_version and (current_version == original_version):
+                    # Add or update local version to signify changes.
+                    update_version(current_version, path)
+                # Decide where the new wheel goes.
+                if dest_dir is None:
+                    fd, newpath = tempfile.mkstemp(suffix='.whl',
+                                                   prefix='wheel-update-',
+                                                   dir=workdir)
+                    os.close(fd)
+                else:
+                    if not os.path.isdir(dest_dir):
+                        raise DistlibException('Not a directory: %r' % dest_dir)
+                    newpath = os.path.join(dest_dir, self.filename)
+                archive_paths = list(path_map.items())
+                distinfo = os.path.join(workdir, info_dir)
+                info = distinfo, info_dir
+                self.write_records(info, workdir, archive_paths)
+                self.build_zip(newpath, archive_paths)
+                if dest_dir is None:
+                    shutil.copyfile(newpath, pathname)
+        return modified
+
+def _get_glibc_version():
+    import platform
+    ver = platform.libc_ver()
+    result = []
+    if ver[0] == 'glibc':
+        for s in ver[1].split('.'):
+            result.append(int(s) if s.isdigit() else 0)
+        result = tuple(result)
+    return result
+
+def compatible_tags():
+    """
+    Return (pyver, abi, arch) tuples compatible with this Python.
+    """
+    versions = [VER_SUFFIX]
+    major = VER_SUFFIX[0]
+    for minor in range(sys.version_info[1] - 1, - 1, -1):
+        versions.append(''.join([major, str(minor)]))
+
+    abis = []
+    for suffix in _get_suffixes():
+        if suffix.startswith('.abi'):
+            abis.append(suffix.split('.', 2)[1])
+    abis.sort()
+    if ABI != 'none':
+        abis.insert(0, ABI)
+    abis.append('none')
+    result = []
+
+    arches = [ARCH]
+    if sys.platform == 'darwin':
+        m = re.match(r'(\w+)_(\d+)_(\d+)_(\w+)$', ARCH)
+        if m:
+            name, major, minor, arch = m.groups()
+            minor = int(minor)
+            matches = [arch]
+            if arch in ('i386', 'ppc'):
+                matches.append('fat')
+            if arch in ('i386', 'ppc', 'x86_64'):
+                matches.append('fat3')
+            if arch in ('ppc64', 'x86_64'):
+                matches.append('fat64')
+            if arch in ('i386', 'x86_64'):
+                matches.append('intel')
+            if arch in ('i386', 'x86_64', 'intel', 'ppc', 'ppc64'):
+                matches.append('universal')
+            while minor >= 0:
+                for match in matches:
+                    s = '%s_%s_%s_%s' % (name, major, minor, match)
+                    if s != ARCH:   # already there
+                        arches.append(s)
+                minor -= 1
+
+    # Most specific - our Python version, ABI and arch
+    for abi in abis:
+        for arch in arches:
+            result.append((''.join((IMP_PREFIX, versions[0])), abi, arch))
+            # manylinux
+            if abi != 'none' and sys.platform.startswith('linux'):
+                arch = arch.replace('linux_', '')
+                parts = _get_glibc_version()
+                if len(parts) == 2:
+                    if parts >= (2, 5):
+                        result.append((''.join((IMP_PREFIX, versions[0])), abi,
+                                       'manylinux1_%s' % arch))
+                    if parts >= (2, 12):
+                        result.append((''.join((IMP_PREFIX, versions[0])), abi,
+                                       'manylinux2010_%s' % arch))
+                    if parts >= (2, 17):
+                        result.append((''.join((IMP_PREFIX, versions[0])), abi,
+                                       'manylinux2014_%s' % arch))
+                    result.append((''.join((IMP_PREFIX, versions[0])), abi,
+                                   'manylinux_%s_%s_%s' % (parts[0], parts[1],
+                                                           arch)))
+
+    # where no ABI / arch dependency, but IMP_PREFIX dependency
+    for i, version in enumerate(versions):
+        result.append((''.join((IMP_PREFIX, version)), 'none', 'any'))
+        if i == 0:
+            result.append((''.join((IMP_PREFIX, version[0])), 'none', 'any'))
+
+    # no IMP_PREFIX, ABI or arch dependency
+    for i, version in enumerate(versions):
+        result.append((''.join(('py', version)), 'none', 'any'))
+        if i == 0:
+            result.append((''.join(('py', version[0])), 'none', 'any'))
+
+    return set(result)
+
+
+COMPATIBLE_TAGS = compatible_tags()
+
+del compatible_tags
+
+
+def is_compatible(wheel, tags=None):
+    if not isinstance(wheel, Wheel):
+        wheel = Wheel(wheel)    # assume it's a filename
+    result = False
+    if tags is None:
+        tags = COMPATIBLE_TAGS
+    for ver, abi, arch in tags:
+        if ver in wheel.pyver and abi in wheel.abi and arch in wheel.arch:
+            result = True
+            break
+    return result
diff --git a/venv/lib/python3.8/site-packages/distutils-precedence.pth b/venv/lib/python3.8/site-packages/distutils-precedence.pth
new file mode 120000
index 0000000..023640d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/distutils-precedence.pth
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7e/a7/ff/ef3fe2a117ee12c68ed6553617f0d7fd2f0590257c25c484959a3b7373
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/LICENSE b/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/LICENSE
new file mode 120000
index 0000000..6c06c3a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/88/d9/b4/eb60579c191ec391ca04c16130572d7eedc4a86daa58bf28c6e14c9bcd
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/METADATA b/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/METADATA
new file mode 120000
index 0000000..5c2305c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/METADATA
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/9f/eb/b4/24f0dc862dde378b8509142fb0d90a0bf0b5d10c3b3eacbd590c700213
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/RECORD b/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/RECORD
new file mode 100644
index 0000000..ca8f078
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/RECORD
@@ -0,0 +1,24 @@
+filelock-3.7.1.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+filelock-3.7.1.dist-info/LICENSE,sha256=iNm062BXnBkew5HKBMFhMFctfu3EqG2qWL8oxuFMm80,1210
+filelock-3.7.1.dist-info/METADATA,sha256=n-u0JPDchi3eN4uFCRQvsNkKC_C10Qw7Pqy9WQxwAhM,2537
+filelock-3.7.1.dist-info/RECORD,,
+filelock-3.7.1.dist-info/WHEEL,sha256=G16H4A3IeoQmnOrYV4ueZGKSjhipXx8zc8nu9FGlvMA,92
+filelock-3.7.1.dist-info/top_level.txt,sha256=NDrf9i5BNogz4hEdsr6Hi7Ws3TlSSKY4Q2Y9_-i2GwU,9
+filelock-3.7.1.dist-info/zip-safe,sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs,1
+filelock/__init__.py,sha256=XE-RanOqTbJkFCKJbe3PqzNCkVgLQXqs_Yp1rrUPF58,1246
+filelock/__pycache__/__init__.cpython-38.pyc,,
+filelock/__pycache__/_api.cpython-38.pyc,,
+filelock/__pycache__/_error.cpython-38.pyc,,
+filelock/__pycache__/_soft.cpython-38.pyc,,
+filelock/__pycache__/_unix.cpython-38.pyc,,
+filelock/__pycache__/_util.cpython-38.pyc,,
+filelock/__pycache__/_windows.cpython-38.pyc,,
+filelock/__pycache__/version.cpython-38.pyc,,
+filelock/_api.py,sha256=bwQbBjCWXfBhR5e6I9lRgSZPiuBWF8bkMqrr2NdmYIo,8860
+filelock/_error.py,sha256=Gaxp2TfdmgdvYFkllGCBOE37vYIXnHKKW3RYfKH7DYM,399
+filelock/_soft.py,sha256=rSpmt4Oi0Eb4JeKzyWImeqf5MYCJR0Dyc_kUN3kHj7Y,1650
+filelock/_unix.py,sha256=gM4-5mqDtamGp5qwWkaZNSTuv9p7vwBa4diVmI1ZBwQ,1578
+filelock/_util.py,sha256=BZKOAYTQdmcHmF34-Ft4kMdEvk3a8NGtsAhe6kfxZuU,594
+filelock/_windows.py,sha256=wvg-_SfJEDyxDeDVH8wBqxbPquXaycoYXgXJOBmm-G4,1890
+filelock/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+filelock/version.py,sha256=9aLd-KoN-y8Y2gRKw7z6WVYrMEaHPtFGPxC-kvG_yik,142
diff --git a/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/WHEEL b/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/WHEEL
new file mode 120000
index 0000000..7e89bc1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1b/5e/87/e00dc87a84269cead8578b9e6462928e18a95f1f3373c9eef451a5bcc0
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/top_level.txt
new file mode 120000
index 0000000..699b46c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/34/3a/df/f62e41368833e2111db2be878bb5acdd395248a63843663dffe8b61b05
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/zip-safe b/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/zip-safe
new file mode 120000
index 0000000..e11f061
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock-3.7.1.dist-info/zip-safe
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/01/ba/47/19c80b6fe911b091a7c05124b64eeece964e09c058ef8f9805daca546b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/filelock/__init__.py b/venv/lib/python3.8/site-packages/filelock/__init__.py
new file mode 120000
index 0000000..de3b65c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5c/4f/91/6a73aa4db2641422896dedcfab334291580b417aacfd8a75aeb50f179f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/filelock/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/filelock/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/filelock/_api.py b/venv/lib/python3.8/site-packages/filelock/_api.py
new file mode 120000
index 0000000..c38f51d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock/_api.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6f/04/1b/0630965df0614797ba23d95181264f8ae05617c6e432aaebd8d766608a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/filelock/_error.py b/venv/lib/python3.8/site-packages/filelock/_error.py
new file mode 120000
index 0000000..e2b46cb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock/_error.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/19/ac/69/d937dd9a076f605925946081384dfbbd82179c728a5b74587ca1fb0d83
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/filelock/_soft.py b/venv/lib/python3.8/site-packages/filelock/_soft.py
new file mode 120000
index 0000000..8ecbabe
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock/_soft.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ad/2a/66/b783a2d046f825e2b3c962267aa7f93180894740f273f9143779078fb6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/filelock/_unix.py b/venv/lib/python3.8/site-packages/filelock/_unix.py
new file mode 120000
index 0000000..98c86b1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock/_unix.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/80/ce/3e/e66a83b5a986a79ab05a46993524eebfda7bbf005ae1d895988d590704
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/filelock/_util.py b/venv/lib/python3.8/site-packages/filelock/_util.py
new file mode 120000
index 0000000..215a9be
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock/_util.py
@@ -0,0 +1 @@
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\ No newline at end of file
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new file mode 120000
index 0000000..a6d8663
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock/_windows.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c2/f8/3e/fd27c9103cb10de0d51fcc01ab16cfaae5dac9ca185e05c93819a6f86e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/filelock/py.typed b/venv/lib/python3.8/site-packages/filelock/py.typed
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock/py.typed
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/filelock/version.py b/venv/lib/python3.8/site-packages/filelock/version.py
new file mode 120000
index 0000000..f62e797
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/filelock/version.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f5/a2/dd/f8aa0dfb2f18da044ac3bcfa59562b3046873ed1463f10be92f1bfca29
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/flask/__init__.py b/venv/lib/python3.8/site-packages/flask/__init__.py
new file mode 100644
index 0000000..e02531c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/__init__.py
@@ -0,0 +1,71 @@
+from markupsafe import escape
+from markupsafe import Markup
+
+from . import json as json
+from .app import Flask as Flask
+from .app import Request as Request
+from .app import Response as Response
+from .blueprints import Blueprint as Blueprint
+from .config import Config as Config
+from .ctx import after_this_request as after_this_request
+from .ctx import copy_current_request_context as copy_current_request_context
+from .ctx import has_app_context as has_app_context
+from .ctx import has_request_context as has_request_context
+from .globals import current_app as current_app
+from .globals import g as g
+from .globals import request as request
+from .globals import session as session
+from .helpers import abort as abort
+from .helpers import flash as flash
+from .helpers import get_flashed_messages as get_flashed_messages
+from .helpers import get_template_attribute as get_template_attribute
+from .helpers import make_response as make_response
+from .helpers import redirect as redirect
+from .helpers import send_file as send_file
+from .helpers import send_from_directory as send_from_directory
+from .helpers import stream_with_context as stream_with_context
+from .helpers import url_for as url_for
+from .json import jsonify as jsonify
+from .signals import appcontext_popped as appcontext_popped
+from .signals import appcontext_pushed as appcontext_pushed
+from .signals import appcontext_tearing_down as appcontext_tearing_down
+from .signals import before_render_template as before_render_template
+from .signals import got_request_exception as got_request_exception
+from .signals import message_flashed as message_flashed
+from .signals import request_finished as request_finished
+from .signals import request_started as request_started
+from .signals import request_tearing_down as request_tearing_down
+from .signals import signals_available as signals_available
+from .signals import template_rendered as template_rendered
+from .templating import render_template as render_template
+from .templating import render_template_string as render_template_string
+from .templating import stream_template as stream_template
+from .templating import stream_template_string as stream_template_string
+
+__version__ = "2.2.2"
+
+
+def __getattr__(name):
+    if name == "_app_ctx_stack":
+        import warnings
+        from .globals import __app_ctx_stack
+
+        warnings.warn(
+            "'_app_ctx_stack' is deprecated and will be removed in Flask 2.3.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        return __app_ctx_stack
+
+    if name == "_request_ctx_stack":
+        import warnings
+        from .globals import __request_ctx_stack
+
+        warnings.warn(
+            "'_request_ctx_stack' is deprecated and will be removed in Flask 2.3.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        return __request_ctx_stack
+
+    raise AttributeError(name)
diff --git a/venv/lib/python3.8/site-packages/flask/__main__.py b/venv/lib/python3.8/site-packages/flask/__main__.py
new file mode 120000
index 0000000..880171c
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6d/8b/7d/7846a845059d7a3107143f11131f63c5511d669b44085b15ec5e3d2279
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+++ b/venv/lib/python3.8/site-packages/flask/app.py
@@ -0,0 +1,2548 @@
+import functools
+import inspect
+import json
+import logging
+import os
+import sys
+import typing as t
+import weakref
+from collections.abc import Iterator as _abc_Iterator
+from datetime import timedelta
+from itertools import chain
+from threading import Lock
+from types import TracebackType
+
+import click
+from werkzeug.datastructures import Headers
+from werkzeug.datastructures import ImmutableDict
+from werkzeug.exceptions import Aborter
+from werkzeug.exceptions import BadRequest
+from werkzeug.exceptions import BadRequestKeyError
+from werkzeug.exceptions import HTTPException
+from werkzeug.exceptions import InternalServerError
+from werkzeug.routing import BuildError
+from werkzeug.routing import Map
+from werkzeug.routing import MapAdapter
+from werkzeug.routing import RequestRedirect
+from werkzeug.routing import RoutingException
+from werkzeug.routing import Rule
+from werkzeug.serving import is_running_from_reloader
+from werkzeug.urls import url_quote
+from werkzeug.utils import redirect as _wz_redirect
+from werkzeug.wrappers import Response as BaseResponse
+
+from . import cli
+from . import typing as ft
+from .config import Config
+from .config import ConfigAttribute
+from .ctx import _AppCtxGlobals
+from .ctx import AppContext
+from .ctx import RequestContext
+from .globals import _cv_app
+from .globals import _cv_request
+from .globals import g
+from .globals import request
+from .globals import request_ctx
+from .globals import session
+from .helpers import _split_blueprint_path
+from .helpers import get_debug_flag
+from .helpers import get_flashed_messages
+from .helpers import get_load_dotenv
+from .helpers import locked_cached_property
+from .json.provider import DefaultJSONProvider
+from .json.provider import JSONProvider
+from .logging import create_logger
+from .scaffold import _endpoint_from_view_func
+from .scaffold import _sentinel
+from .scaffold import find_package
+from .scaffold import Scaffold
+from .scaffold import setupmethod
+from .sessions import SecureCookieSessionInterface
+from .sessions import SessionInterface
+from .signals import appcontext_tearing_down
+from .signals import got_request_exception
+from .signals import request_finished
+from .signals import request_started
+from .signals import request_tearing_down
+from .templating import DispatchingJinjaLoader
+from .templating import Environment
+from .wrappers import Request
+from .wrappers import Response
+
+if t.TYPE_CHECKING:  # pragma: no cover
+    import typing_extensions as te
+    from .blueprints import Blueprint
+    from .testing import FlaskClient
+    from .testing import FlaskCliRunner
+
+T_before_first_request = t.TypeVar(
+    "T_before_first_request", bound=ft.BeforeFirstRequestCallable
+)
+T_shell_context_processor = t.TypeVar(
+    "T_shell_context_processor", bound=ft.ShellContextProcessorCallable
+)
+T_teardown = t.TypeVar("T_teardown", bound=ft.TeardownCallable)
+T_template_filter = t.TypeVar("T_template_filter", bound=ft.TemplateFilterCallable)
+T_template_global = t.TypeVar("T_template_global", bound=ft.TemplateGlobalCallable)
+T_template_test = t.TypeVar("T_template_test", bound=ft.TemplateTestCallable)
+
+if sys.version_info >= (3, 8):
+    iscoroutinefunction = inspect.iscoroutinefunction
+else:
+
+    def iscoroutinefunction(func: t.Any) -> bool:
+        while inspect.ismethod(func):
+            func = func.__func__
+
+        while isinstance(func, functools.partial):
+            func = func.func
+
+        return inspect.iscoroutinefunction(func)
+
+
+def _make_timedelta(value: t.Union[timedelta, int, None]) -> t.Optional[timedelta]:
+    if value is None or isinstance(value, timedelta):
+        return value
+
+    return timedelta(seconds=value)
+
+
+class Flask(Scaffold):
+    """The flask object implements a WSGI application and acts as the central
+    object.  It is passed the name of the module or package of the
+    application.  Once it is created it will act as a central registry for
+    the view functions, the URL rules, template configuration and much more.
+
+    The name of the package is used to resolve resources from inside the
+    package or the folder the module is contained in depending on if the
+    package parameter resolves to an actual python package (a folder with
+    an :file:`__init__.py` file inside) or a standard module (just a ``.py`` file).
+
+    For more information about resource loading, see :func:`open_resource`.
+
+    Usually you create a :class:`Flask` instance in your main module or
+    in the :file:`__init__.py` file of your package like this::
+
+        from flask import Flask
+        app = Flask(__name__)
+
+    .. admonition:: About the First Parameter
+
+        The idea of the first parameter is to give Flask an idea of what
+        belongs to your application.  This name is used to find resources
+        on the filesystem, can be used by extensions to improve debugging
+        information and a lot more.
+
+        So it's important what you provide there.  If you are using a single
+        module, `__name__` is always the correct value.  If you however are
+        using a package, it's usually recommended to hardcode the name of
+        your package there.
+
+        For example if your application is defined in :file:`yourapplication/app.py`
+        you should create it with one of the two versions below::
+
+            app = Flask('yourapplication')
+            app = Flask(__name__.split('.')[0])
+
+        Why is that?  The application will work even with `__name__`, thanks
+        to how resources are looked up.  However it will make debugging more
+        painful.  Certain extensions can make assumptions based on the
+        import name of your application.  For example the Flask-SQLAlchemy
+        extension will look for the code in your application that triggered
+        an SQL query in debug mode.  If the import name is not properly set
+        up, that debugging information is lost.  (For example it would only
+        pick up SQL queries in `yourapplication.app` and not
+        `yourapplication.views.frontend`)
+
+    .. versionadded:: 0.7
+       The `static_url_path`, `static_folder`, and `template_folder`
+       parameters were added.
+
+    .. versionadded:: 0.8
+       The `instance_path` and `instance_relative_config` parameters were
+       added.
+
+    .. versionadded:: 0.11
+       The `root_path` parameter was added.
+
+    .. versionadded:: 1.0
+       The ``host_matching`` and ``static_host`` parameters were added.
+
+    .. versionadded:: 1.0
+       The ``subdomain_matching`` parameter was added. Subdomain
+       matching needs to be enabled manually now. Setting
+       :data:`SERVER_NAME` does not implicitly enable it.
+
+    :param import_name: the name of the application package
+    :param static_url_path: can be used to specify a different path for the
+                            static files on the web.  Defaults to the name
+                            of the `static_folder` folder.
+    :param static_folder: The folder with static files that is served at
+        ``static_url_path``. Relative to the application ``root_path``
+        or an absolute path. Defaults to ``'static'``.
+    :param static_host: the host to use when adding the static route.
+        Defaults to None. Required when using ``host_matching=True``
+        with a ``static_folder`` configured.
+    :param host_matching: set ``url_map.host_matching`` attribute.
+        Defaults to False.
+    :param subdomain_matching: consider the subdomain relative to
+        :data:`SERVER_NAME` when matching routes. Defaults to False.
+    :param template_folder: the folder that contains the templates that should
+                            be used by the application.  Defaults to
+                            ``'templates'`` folder in the root path of the
+                            application.
+    :param instance_path: An alternative instance path for the application.
+                          By default the folder ``'instance'`` next to the
+                          package or module is assumed to be the instance
+                          path.
+    :param instance_relative_config: if set to ``True`` relative filenames
+                                     for loading the config are assumed to
+                                     be relative to the instance path instead
+                                     of the application root.
+    :param root_path: The path to the root of the application files.
+        This should only be set manually when it can't be detected
+        automatically, such as for namespace packages.
+    """
+
+    #: The class that is used for request objects.  See :class:`~flask.Request`
+    #: for more information.
+    request_class = Request
+
+    #: The class that is used for response objects.  See
+    #: :class:`~flask.Response` for more information.
+    response_class = Response
+
+    #: The class of the object assigned to :attr:`aborter`, created by
+    #: :meth:`create_aborter`. That object is called by
+    #: :func:`flask.abort` to raise HTTP errors, and can be
+    #: called directly as well.
+    #:
+    #: Defaults to :class:`werkzeug.exceptions.Aborter`.
+    #:
+    #: .. versionadded:: 2.2
+    aborter_class = Aborter
+
+    #: The class that is used for the Jinja environment.
+    #:
+    #: .. versionadded:: 0.11
+    jinja_environment = Environment
+
+    #: The class that is used for the :data:`~flask.g` instance.
+    #:
+    #: Example use cases for a custom class:
+    #:
+    #: 1. Store arbitrary attributes on flask.g.
+    #: 2. Add a property for lazy per-request database connectors.
+    #: 3. Return None instead of AttributeError on unexpected attributes.
+    #: 4. Raise exception if an unexpected attr is set, a "controlled" flask.g.
+    #:
+    #: In Flask 0.9 this property was called `request_globals_class` but it
+    #: was changed in 0.10 to :attr:`app_ctx_globals_class` because the
+    #: flask.g object is now application context scoped.
+    #:
+    #: .. versionadded:: 0.10
+    app_ctx_globals_class = _AppCtxGlobals
+
+    #: The class that is used for the ``config`` attribute of this app.
+    #: Defaults to :class:`~flask.Config`.
+    #:
+    #: Example use cases for a custom class:
+    #:
+    #: 1. Default values for certain config options.
+    #: 2. Access to config values through attributes in addition to keys.
+    #:
+    #: .. versionadded:: 0.11
+    config_class = Config
+
+    #: The testing flag.  Set this to ``True`` to enable the test mode of
+    #: Flask extensions (and in the future probably also Flask itself).
+    #: For example this might activate test helpers that have an
+    #: additional runtime cost which should not be enabled by default.
+    #:
+    #: If this is enabled and PROPAGATE_EXCEPTIONS is not changed from the
+    #: default it's implicitly enabled.
+    #:
+    #: This attribute can also be configured from the config with the
+    #: ``TESTING`` configuration key.  Defaults to ``False``.
+    testing = ConfigAttribute("TESTING")
+
+    #: If a secret key is set, cryptographic components can use this to
+    #: sign cookies and other things. Set this to a complex random value
+    #: when you want to use the secure cookie for instance.
+    #:
+    #: This attribute can also be configured from the config with the
+    #: :data:`SECRET_KEY` configuration key. Defaults to ``None``.
+    secret_key = ConfigAttribute("SECRET_KEY")
+
+    @property
+    def session_cookie_name(self) -> str:
+        """The name of the cookie set by the session interface.
+
+        .. deprecated:: 2.2
+            Will be removed in Flask 2.3. Use ``app.config["SESSION_COOKIE_NAME"]``
+            instead.
+        """
+        import warnings
+
+        warnings.warn(
+            "'session_cookie_name' is deprecated and will be removed in Flask 2.3. Use"
+            " 'SESSION_COOKIE_NAME' in 'app.config' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        return self.config["SESSION_COOKIE_NAME"]
+
+    @session_cookie_name.setter
+    def session_cookie_name(self, value: str) -> None:
+        import warnings
+
+        warnings.warn(
+            "'session_cookie_name' is deprecated and will be removed in Flask 2.3. Use"
+            " 'SESSION_COOKIE_NAME' in 'app.config' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        self.config["SESSION_COOKIE_NAME"] = value
+
+    #: A :class:`~datetime.timedelta` which is used to set the expiration
+    #: date of a permanent session.  The default is 31 days which makes a
+    #: permanent session survive for roughly one month.
+    #:
+    #: This attribute can also be configured from the config with the
+    #: ``PERMANENT_SESSION_LIFETIME`` configuration key.  Defaults to
+    #: ``timedelta(days=31)``
+    permanent_session_lifetime = ConfigAttribute(
+        "PERMANENT_SESSION_LIFETIME", get_converter=_make_timedelta
+    )
+
+    @property
+    def send_file_max_age_default(self) -> t.Optional[timedelta]:
+        """The default value for ``max_age`` for :func:`~flask.send_file`. The default
+        is ``None``, which tells the browser to use conditional requests instead of a
+        timed cache.
+
+        .. deprecated:: 2.2
+            Will be removed in Flask 2.3. Use
+            ``app.config["SEND_FILE_MAX_AGE_DEFAULT"]`` instead.
+
+        .. versionchanged:: 2.0
+            Defaults to ``None`` instead of 12 hours.
+        """
+        import warnings
+
+        warnings.warn(
+            "'send_file_max_age_default' is deprecated and will be removed in Flask"
+            " 2.3. Use 'SEND_FILE_MAX_AGE_DEFAULT' in 'app.config' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        return _make_timedelta(self.config["SEND_FILE_MAX_AGE_DEFAULT"])
+
+    @send_file_max_age_default.setter
+    def send_file_max_age_default(self, value: t.Union[int, timedelta, None]) -> None:
+        import warnings
+
+        warnings.warn(
+            "'send_file_max_age_default' is deprecated and will be removed in Flask"
+            " 2.3. Use 'SEND_FILE_MAX_AGE_DEFAULT' in 'app.config' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        self.config["SEND_FILE_MAX_AGE_DEFAULT"] = _make_timedelta(value)
+
+    @property
+    def use_x_sendfile(self) -> bool:
+        """Enable this to use the ``X-Sendfile`` feature, assuming the server supports
+        it, from :func:`~flask.send_file`.
+
+        .. deprecated:: 2.2
+            Will be removed in Flask 2.3. Use ``app.config["USE_X_SENDFILE"]`` instead.
+        """
+        import warnings
+
+        warnings.warn(
+            "'use_x_sendfile' is deprecated and will be removed in Flask 2.3. Use"
+            " 'USE_X_SENDFILE' in 'app.config' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        return self.config["USE_X_SENDFILE"]
+
+    @use_x_sendfile.setter
+    def use_x_sendfile(self, value: bool) -> None:
+        import warnings
+
+        warnings.warn(
+            "'use_x_sendfile' is deprecated and will be removed in Flask 2.3. Use"
+            " 'USE_X_SENDFILE' in 'app.config' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        self.config["USE_X_SENDFILE"] = value
+
+    _json_encoder: t.Union[t.Type[json.JSONEncoder], None] = None
+    _json_decoder: t.Union[t.Type[json.JSONDecoder], None] = None
+
+    @property  # type: ignore[override]
+    def json_encoder(self) -> t.Type[json.JSONEncoder]:  # type: ignore[override]
+        """The JSON encoder class to use. Defaults to
+        :class:`~flask.json.JSONEncoder`.
+
+        .. deprecated:: 2.2
+             Will be removed in Flask 2.3. Customize
+             :attr:`json_provider_class` instead.
+
+        .. versionadded:: 0.10
+        """
+        import warnings
+
+        warnings.warn(
+            "'app.json_encoder' is deprecated and will be removed in Flask 2.3."
+            " Customize 'app.json_provider_class' or 'app.json' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+
+        if self._json_encoder is None:
+            from . import json
+
+            return json.JSONEncoder
+
+        return self._json_encoder
+
+    @json_encoder.setter
+    def json_encoder(self, value: t.Type[json.JSONEncoder]) -> None:
+        import warnings
+
+        warnings.warn(
+            "'app.json_encoder' is deprecated and will be removed in Flask 2.3."
+            " Customize 'app.json_provider_class' or 'app.json' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        self._json_encoder = value
+
+    @property  # type: ignore[override]
+    def json_decoder(self) -> t.Type[json.JSONDecoder]:  # type: ignore[override]
+        """The JSON decoder class to use. Defaults to
+        :class:`~flask.json.JSONDecoder`.
+
+        .. deprecated:: 2.2
+             Will be removed in Flask 2.3. Customize
+             :attr:`json_provider_class` instead.
+
+        .. versionadded:: 0.10
+        """
+        import warnings
+
+        warnings.warn(
+            "'app.json_decoder' is deprecated and will be removed in Flask 2.3."
+            " Customize 'app.json_provider_class' or 'app.json' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+
+        if self._json_decoder is None:
+            from . import json
+
+            return json.JSONDecoder
+
+        return self._json_decoder
+
+    @json_decoder.setter
+    def json_decoder(self, value: t.Type[json.JSONDecoder]) -> None:
+        import warnings
+
+        warnings.warn(
+            "'app.json_decoder' is deprecated and will be removed in Flask 2.3."
+            " Customize 'app.json_provider_class' or 'app.json' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        self._json_decoder = value
+
+    json_provider_class: t.Type[JSONProvider] = DefaultJSONProvider
+    """A subclass of :class:`~flask.json.provider.JSONProvider`. An
+    instance is created and assigned to :attr:`app.json` when creating
+    the app.
+
+    The default, :class:`~flask.json.provider.DefaultJSONProvider`, uses
+    Python's built-in :mod:`json` library. A different provider can use
+    a different JSON library.
+
+    .. versionadded:: 2.2
+    """
+
+    #: Options that are passed to the Jinja environment in
+    #: :meth:`create_jinja_environment`. Changing these options after
+    #: the environment is created (accessing :attr:`jinja_env`) will
+    #: have no effect.
+    #:
+    #: .. versionchanged:: 1.1.0
+    #:     This is a ``dict`` instead of an ``ImmutableDict`` to allow
+    #:     easier configuration.
+    #:
+    jinja_options: dict = {}
+
+    #: Default configuration parameters.
+    default_config = ImmutableDict(
+        {
+            "ENV": None,
+            "DEBUG": None,
+            "TESTING": False,
+            "PROPAGATE_EXCEPTIONS": None,
+            "SECRET_KEY": None,
+            "PERMANENT_SESSION_LIFETIME": timedelta(days=31),
+            "USE_X_SENDFILE": False,
+            "SERVER_NAME": None,
+            "APPLICATION_ROOT": "/",
+            "SESSION_COOKIE_NAME": "session",
+            "SESSION_COOKIE_DOMAIN": None,
+            "SESSION_COOKIE_PATH": None,
+            "SESSION_COOKIE_HTTPONLY": True,
+            "SESSION_COOKIE_SECURE": False,
+            "SESSION_COOKIE_SAMESITE": None,
+            "SESSION_REFRESH_EACH_REQUEST": True,
+            "MAX_CONTENT_LENGTH": None,
+            "SEND_FILE_MAX_AGE_DEFAULT": None,
+            "TRAP_BAD_REQUEST_ERRORS": None,
+            "TRAP_HTTP_EXCEPTIONS": False,
+            "EXPLAIN_TEMPLATE_LOADING": False,
+            "PREFERRED_URL_SCHEME": "http",
+            "JSON_AS_ASCII": None,
+            "JSON_SORT_KEYS": None,
+            "JSONIFY_PRETTYPRINT_REGULAR": None,
+            "JSONIFY_MIMETYPE": None,
+            "TEMPLATES_AUTO_RELOAD": None,
+            "MAX_COOKIE_SIZE": 4093,
+        }
+    )
+
+    #: The rule object to use for URL rules created.  This is used by
+    #: :meth:`add_url_rule`.  Defaults to :class:`werkzeug.routing.Rule`.
+    #:
+    #: .. versionadded:: 0.7
+    url_rule_class = Rule
+
+    #: The map object to use for storing the URL rules and routing
+    #: configuration parameters. Defaults to :class:`werkzeug.routing.Map`.
+    #:
+    #: .. versionadded:: 1.1.0
+    url_map_class = Map
+
+    #: The :meth:`test_client` method creates an instance of this test
+    #: client class. Defaults to :class:`~flask.testing.FlaskClient`.
+    #:
+    #: .. versionadded:: 0.7
+    test_client_class: t.Optional[t.Type["FlaskClient"]] = None
+
+    #: The :class:`~click.testing.CliRunner` subclass, by default
+    #: :class:`~flask.testing.FlaskCliRunner` that is used by
+    #: :meth:`test_cli_runner`. Its ``__init__`` method should take a
+    #: Flask app object as the first argument.
+    #:
+    #: .. versionadded:: 1.0
+    test_cli_runner_class: t.Optional[t.Type["FlaskCliRunner"]] = None
+
+    #: the session interface to use.  By default an instance of
+    #: :class:`~flask.sessions.SecureCookieSessionInterface` is used here.
+    #:
+    #: .. versionadded:: 0.8
+    session_interface: SessionInterface = SecureCookieSessionInterface()
+
+    def __init__(
+        self,
+        import_name: str,
+        static_url_path: t.Optional[str] = None,
+        static_folder: t.Optional[t.Union[str, os.PathLike]] = "static",
+        static_host: t.Optional[str] = None,
+        host_matching: bool = False,
+        subdomain_matching: bool = False,
+        template_folder: t.Optional[str] = "templates",
+        instance_path: t.Optional[str] = None,
+        instance_relative_config: bool = False,
+        root_path: t.Optional[str] = None,
+    ):
+        super().__init__(
+            import_name=import_name,
+            static_folder=static_folder,
+            static_url_path=static_url_path,
+            template_folder=template_folder,
+            root_path=root_path,
+        )
+
+        if instance_path is None:
+            instance_path = self.auto_find_instance_path()
+        elif not os.path.isabs(instance_path):
+            raise ValueError(
+                "If an instance path is provided it must be absolute."
+                " A relative path was given instead."
+            )
+
+        #: Holds the path to the instance folder.
+        #:
+        #: .. versionadded:: 0.8
+        self.instance_path = instance_path
+
+        #: The configuration dictionary as :class:`Config`.  This behaves
+        #: exactly like a regular dictionary but supports additional methods
+        #: to load a config from files.
+        self.config = self.make_config(instance_relative_config)
+
+        #: An instance of :attr:`aborter_class` created by
+        #: :meth:`make_aborter`. This is called by :func:`flask.abort`
+        #: to raise HTTP errors, and can be called directly as well.
+        #:
+        #: .. versionadded:: 2.2
+        #:     Moved from ``flask.abort``, which calls this object.
+        self.aborter = self.make_aborter()
+
+        self.json: JSONProvider = self.json_provider_class(self)
+        """Provides access to JSON methods. Functions in ``flask.json``
+        will call methods on this provider when the application context
+        is active. Used for handling JSON requests and responses.
+
+        An instance of :attr:`json_provider_class`. Can be customized by
+        changing that attribute on a subclass, or by assigning to this
+        attribute afterwards.
+
+        The default, :class:`~flask.json.provider.DefaultJSONProvider`,
+        uses Python's built-in :mod:`json` library. A different provider
+        can use a different JSON library.
+
+        .. versionadded:: 2.2
+        """
+
+        #: A list of functions that are called by
+        #: :meth:`handle_url_build_error` when :meth:`.url_for` raises a
+        #: :exc:`~werkzeug.routing.BuildError`. Each function is called
+        #: with ``error``, ``endpoint`` and ``values``. If a function
+        #: returns ``None`` or raises a ``BuildError``, it is skipped.
+        #: Otherwise, its return value is returned by ``url_for``.
+        #:
+        #: .. versionadded:: 0.9
+        self.url_build_error_handlers: t.List[
+            t.Callable[[Exception, str, t.Dict[str, t.Any]], str]
+        ] = []
+
+        #: A list of functions that will be called at the beginning of the
+        #: first request to this instance. To register a function, use the
+        #: :meth:`before_first_request` decorator.
+        #:
+        #: .. deprecated:: 2.2
+        #:     Will be removed in Flask 2.3. Run setup code when
+        #:     creating the application instead.
+        #:
+        #: .. versionadded:: 0.8
+        self.before_first_request_funcs: t.List[ft.BeforeFirstRequestCallable] = []
+
+        #: A list of functions that are called when the application context
+        #: is destroyed.  Since the application context is also torn down
+        #: if the request ends this is the place to store code that disconnects
+        #: from databases.
+        #:
+        #: .. versionadded:: 0.9
+        self.teardown_appcontext_funcs: t.List[ft.TeardownCallable] = []
+
+        #: A list of shell context processor functions that should be run
+        #: when a shell context is created.
+        #:
+        #: .. versionadded:: 0.11
+        self.shell_context_processors: t.List[ft.ShellContextProcessorCallable] = []
+
+        #: Maps registered blueprint names to blueprint objects. The
+        #: dict retains the order the blueprints were registered in.
+        #: Blueprints can be registered multiple times, this dict does
+        #: not track how often they were attached.
+        #:
+        #: .. versionadded:: 0.7
+        self.blueprints: t.Dict[str, "Blueprint"] = {}
+
+        #: a place where extensions can store application specific state.  For
+        #: example this is where an extension could store database engines and
+        #: similar things.
+        #:
+        #: The key must match the name of the extension module. For example in
+        #: case of a "Flask-Foo" extension in `flask_foo`, the key would be
+        #: ``'foo'``.
+        #:
+        #: .. versionadded:: 0.7
+        self.extensions: dict = {}
+
+        #: The :class:`~werkzeug.routing.Map` for this instance.  You can use
+        #: this to change the routing converters after the class was created
+        #: but before any routes are connected.  Example::
+        #:
+        #:    from werkzeug.routing import BaseConverter
+        #:
+        #:    class ListConverter(BaseConverter):
+        #:        def to_python(self, value):
+        #:            return value.split(',')
+        #:        def to_url(self, values):
+        #:            return ','.join(super(ListConverter, self).to_url(value)
+        #:                            for value in values)
+        #:
+        #:    app = Flask(__name__)
+        #:    app.url_map.converters['list'] = ListConverter
+        self.url_map = self.url_map_class()
+
+        self.url_map.host_matching = host_matching
+        self.subdomain_matching = subdomain_matching
+
+        # tracks internally if the application already handled at least one
+        # request.
+        self._got_first_request = False
+        self._before_request_lock = Lock()
+
+        # Add a static route using the provided static_url_path, static_host,
+        # and static_folder if there is a configured static_folder.
+        # Note we do this without checking if static_folder exists.
+        # For one, it might be created while the server is running (e.g. during
+        # development). Also, Google App Engine stores static files somewhere
+        if self.has_static_folder:
+            assert (
+                bool(static_host) == host_matching
+            ), "Invalid static_host/host_matching combination"
+            # Use a weakref to avoid creating a reference cycle between the app
+            # and the view function (see #3761).
+            self_ref = weakref.ref(self)
+            self.add_url_rule(
+                f"{self.static_url_path}/<path:filename>",
+                endpoint="static",
+                host=static_host,
+                view_func=lambda **kw: self_ref().send_static_file(**kw),  # type: ignore # noqa: B950
+            )
+
+        # Set the name of the Click group in case someone wants to add
+        # the app's commands to another CLI tool.
+        self.cli.name = self.name
+
+    def _check_setup_finished(self, f_name: str) -> None:
+        if self._got_first_request:
+            raise AssertionError(
+                f"The setup method '{f_name}' can no longer be called"
+                " on the application. It has already handled its first"
+                " request, any changes will not be applied"
+                " consistently.\n"
+                "Make sure all imports, decorators, functions, etc."
+                " needed to set up the application are done before"
+                " running it."
+            )
+
+    @locked_cached_property
+    def name(self) -> str:  # type: ignore
+        """The name of the application.  This is usually the import name
+        with the difference that it's guessed from the run file if the
+        import name is main.  This name is used as a display name when
+        Flask needs the name of the application.  It can be set and overridden
+        to change the value.
+
+        .. versionadded:: 0.8
+        """
+        if self.import_name == "__main__":
+            fn = getattr(sys.modules["__main__"], "__file__", None)
+            if fn is None:
+                return "__main__"
+            return os.path.splitext(os.path.basename(fn))[0]
+        return self.import_name
+
+    @property
+    def propagate_exceptions(self) -> bool:
+        """Returns the value of the ``PROPAGATE_EXCEPTIONS`` configuration
+        value in case it's set, otherwise a sensible default is returned.
+
+        .. deprecated:: 2.2
+            Will be removed in Flask 2.3.
+
+        .. versionadded:: 0.7
+        """
+        import warnings
+
+        warnings.warn(
+            "'propagate_exceptions' is deprecated and will be removed in Flask 2.3.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        rv = self.config["PROPAGATE_EXCEPTIONS"]
+        if rv is not None:
+            return rv
+        return self.testing or self.debug
+
+    @locked_cached_property
+    def logger(self) -> logging.Logger:
+        """A standard Python :class:`~logging.Logger` for the app, with
+        the same name as :attr:`name`.
+
+        In debug mode, the logger's :attr:`~logging.Logger.level` will
+        be set to :data:`~logging.DEBUG`.
+
+        If there are no handlers configured, a default handler will be
+        added. See :doc:`/logging` for more information.
+
+        .. versionchanged:: 1.1.0
+            The logger takes the same name as :attr:`name` rather than
+            hard-coding ``"flask.app"``.
+
+        .. versionchanged:: 1.0.0
+            Behavior was simplified. The logger is always named
+            ``"flask.app"``. The level is only set during configuration,
+            it doesn't check ``app.debug`` each time. Only one format is
+            used, not different ones depending on ``app.debug``. No
+            handlers are removed, and a handler is only added if no
+            handlers are already configured.
+
+        .. versionadded:: 0.3
+        """
+        return create_logger(self)
+
+    @locked_cached_property
+    def jinja_env(self) -> Environment:
+        """The Jinja environment used to load templates.
+
+        The environment is created the first time this property is
+        accessed. Changing :attr:`jinja_options` after that will have no
+        effect.
+        """
+        return self.create_jinja_environment()
+
+    @property
+    def got_first_request(self) -> bool:
+        """This attribute is set to ``True`` if the application started
+        handling the first request.
+
+        .. versionadded:: 0.8
+        """
+        return self._got_first_request
+
+    def make_config(self, instance_relative: bool = False) -> Config:
+        """Used to create the config attribute by the Flask constructor.
+        The `instance_relative` parameter is passed in from the constructor
+        of Flask (there named `instance_relative_config`) and indicates if
+        the config should be relative to the instance path or the root path
+        of the application.
+
+        .. versionadded:: 0.8
+        """
+        root_path = self.root_path
+        if instance_relative:
+            root_path = self.instance_path
+        defaults = dict(self.default_config)
+        defaults["ENV"] = os.environ.get("FLASK_ENV") or "production"
+        defaults["DEBUG"] = get_debug_flag()
+        return self.config_class(root_path, defaults)
+
+    def make_aborter(self) -> Aborter:
+        """Create the object to assign to :attr:`aborter`. That object
+        is called by :func:`flask.abort` to raise HTTP errors, and can
+        be called directly as well.
+
+        By default, this creates an instance of :attr:`aborter_class`,
+        which defaults to :class:`werkzeug.exceptions.Aborter`.
+
+        .. versionadded:: 2.2
+        """
+        return self.aborter_class()
+
+    def auto_find_instance_path(self) -> str:
+        """Tries to locate the instance path if it was not provided to the
+        constructor of the application class.  It will basically calculate
+        the path to a folder named ``instance`` next to your main file or
+        the package.
+
+        .. versionadded:: 0.8
+        """
+        prefix, package_path = find_package(self.import_name)
+        if prefix is None:
+            return os.path.join(package_path, "instance")
+        return os.path.join(prefix, "var", f"{self.name}-instance")
+
+    def open_instance_resource(self, resource: str, mode: str = "rb") -> t.IO[t.AnyStr]:
+        """Opens a resource from the application's instance folder
+        (:attr:`instance_path`).  Otherwise works like
+        :meth:`open_resource`.  Instance resources can also be opened for
+        writing.
+
+        :param resource: the name of the resource.  To access resources within
+                         subfolders use forward slashes as separator.
+        :param mode: resource file opening mode, default is 'rb'.
+        """
+        return open(os.path.join(self.instance_path, resource), mode)
+
+    @property
+    def templates_auto_reload(self) -> bool:
+        """Reload templates when they are changed. Used by
+        :meth:`create_jinja_environment`. It is enabled by default in debug mode.
+
+        .. deprecated:: 2.2
+            Will be removed in Flask 2.3. Use ``app.config["TEMPLATES_AUTO_RELOAD"]``
+            instead.
+
+        .. versionadded:: 1.0
+            This property was added but the underlying config and behavior
+            already existed.
+        """
+        import warnings
+
+        warnings.warn(
+            "'templates_auto_reload' is deprecated and will be removed in Flask 2.3."
+            " Use 'TEMPLATES_AUTO_RELOAD' in 'app.config' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        rv = self.config["TEMPLATES_AUTO_RELOAD"]
+        return rv if rv is not None else self.debug
+
+    @templates_auto_reload.setter
+    def templates_auto_reload(self, value: bool) -> None:
+        import warnings
+
+        warnings.warn(
+            "'templates_auto_reload' is deprecated and will be removed in Flask 2.3."
+            " Use 'TEMPLATES_AUTO_RELOAD' in 'app.config' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        self.config["TEMPLATES_AUTO_RELOAD"] = value
+
+    def create_jinja_environment(self) -> Environment:
+        """Create the Jinja environment based on :attr:`jinja_options`
+        and the various Jinja-related methods of the app. Changing
+        :attr:`jinja_options` after this will have no effect. Also adds
+        Flask-related globals and filters to the environment.
+
+        .. versionchanged:: 0.11
+           ``Environment.auto_reload`` set in accordance with
+           ``TEMPLATES_AUTO_RELOAD`` configuration option.
+
+        .. versionadded:: 0.5
+        """
+        options = dict(self.jinja_options)
+
+        if "autoescape" not in options:
+            options["autoescape"] = self.select_jinja_autoescape
+
+        if "auto_reload" not in options:
+            auto_reload = self.config["TEMPLATES_AUTO_RELOAD"]
+
+            if auto_reload is None:
+                auto_reload = self.debug
+
+            options["auto_reload"] = auto_reload
+
+        rv = self.jinja_environment(self, **options)
+        rv.globals.update(
+            url_for=self.url_for,
+            get_flashed_messages=get_flashed_messages,
+            config=self.config,
+            # request, session and g are normally added with the
+            # context processor for efficiency reasons but for imported
+            # templates we also want the proxies in there.
+            request=request,
+            session=session,
+            g=g,
+        )
+        rv.policies["json.dumps_function"] = self.json.dumps
+        return rv
+
+    def create_global_jinja_loader(self) -> DispatchingJinjaLoader:
+        """Creates the loader for the Jinja2 environment.  Can be used to
+        override just the loader and keeping the rest unchanged.  It's
+        discouraged to override this function.  Instead one should override
+        the :meth:`jinja_loader` function instead.
+
+        The global loader dispatches between the loaders of the application
+        and the individual blueprints.
+
+        .. versionadded:: 0.7
+        """
+        return DispatchingJinjaLoader(self)
+
+    def select_jinja_autoescape(self, filename: str) -> bool:
+        """Returns ``True`` if autoescaping should be active for the given
+        template name. If no template name is given, returns `True`.
+
+        .. versionadded:: 0.5
+        """
+        if filename is None:
+            return True
+        return filename.endswith((".html", ".htm", ".xml", ".xhtml"))
+
+    def update_template_context(self, context: dict) -> None:
+        """Update the template context with some commonly used variables.
+        This injects request, session, config and g into the template
+        context as well as everything template context processors want
+        to inject.  Note that the as of Flask 0.6, the original values
+        in the context will not be overridden if a context processor
+        decides to return a value with the same key.
+
+        :param context: the context as a dictionary that is updated in place
+                        to add extra variables.
+        """
+        names: t.Iterable[t.Optional[str]] = (None,)
+
+        # A template may be rendered outside a request context.
+        if request:
+            names = chain(names, reversed(request.blueprints))
+
+        # The values passed to render_template take precedence. Keep a
+        # copy to re-apply after all context functions.
+        orig_ctx = context.copy()
+
+        for name in names:
+            if name in self.template_context_processors:
+                for func in self.template_context_processors[name]:
+                    context.update(func())
+
+        context.update(orig_ctx)
+
+    def make_shell_context(self) -> dict:
+        """Returns the shell context for an interactive shell for this
+        application.  This runs all the registered shell context
+        processors.
+
+        .. versionadded:: 0.11
+        """
+        rv = {"app": self, "g": g}
+        for processor in self.shell_context_processors:
+            rv.update(processor())
+        return rv
+
+    @property
+    def env(self) -> str:
+        """What environment the app is running in. This maps to the :data:`ENV` config
+        key.
+
+        **Do not enable development when deploying in production.**
+
+        Default: ``'production'``
+
+        .. deprecated:: 2.2
+            Will be removed in Flask 2.3.
+        """
+        import warnings
+
+        warnings.warn(
+            "'app.env' is deprecated and will be removed in Flask 2.3."
+            " Use 'app.debug' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        return self.config["ENV"]
+
+    @env.setter
+    def env(self, value: str) -> None:
+        import warnings
+
+        warnings.warn(
+            "'app.env' is deprecated and will be removed in Flask 2.3."
+            " Use 'app.debug' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        self.config["ENV"] = value
+
+    @property
+    def debug(self) -> bool:
+        """Whether debug mode is enabled. When using ``flask run`` to start the
+        development server, an interactive debugger will be shown for unhandled
+        exceptions, and the server will be reloaded when code changes. This maps to the
+        :data:`DEBUG` config key. It may not behave as expected if set late.
+
+        **Do not enable debug mode when deploying in production.**
+
+        Default: ``False``
+        """
+        return self.config["DEBUG"]
+
+    @debug.setter
+    def debug(self, value: bool) -> None:
+        self.config["DEBUG"] = value
+
+        if self.config["TEMPLATES_AUTO_RELOAD"] is None:
+            self.jinja_env.auto_reload = value
+
+    def run(
+        self,
+        host: t.Optional[str] = None,
+        port: t.Optional[int] = None,
+        debug: t.Optional[bool] = None,
+        load_dotenv: bool = True,
+        **options: t.Any,
+    ) -> None:
+        """Runs the application on a local development server.
+
+        Do not use ``run()`` in a production setting. It is not intended to
+        meet security and performance requirements for a production server.
+        Instead, see :doc:`/deploying/index` for WSGI server recommendations.
+
+        If the :attr:`debug` flag is set the server will automatically reload
+        for code changes and show a debugger in case an exception happened.
+
+        If you want to run the application in debug mode, but disable the
+        code execution on the interactive debugger, you can pass
+        ``use_evalex=False`` as parameter.  This will keep the debugger's
+        traceback screen active, but disable code execution.
+
+        It is not recommended to use this function for development with
+        automatic reloading as this is badly supported.  Instead you should
+        be using the :command:`flask` command line script's ``run`` support.
+
+        .. admonition:: Keep in Mind
+
+           Flask will suppress any server error with a generic error page
+           unless it is in debug mode.  As such to enable just the
+           interactive debugger without the code reloading, you have to
+           invoke :meth:`run` with ``debug=True`` and ``use_reloader=False``.
+           Setting ``use_debugger`` to ``True`` without being in debug mode
+           won't catch any exceptions because there won't be any to
+           catch.
+
+        :param host: the hostname to listen on. Set this to ``'0.0.0.0'`` to
+            have the server available externally as well. Defaults to
+            ``'127.0.0.1'`` or the host in the ``SERVER_NAME`` config variable
+            if present.
+        :param port: the port of the webserver. Defaults to ``5000`` or the
+            port defined in the ``SERVER_NAME`` config variable if present.
+        :param debug: if given, enable or disable debug mode. See
+            :attr:`debug`.
+        :param load_dotenv: Load the nearest :file:`.env` and :file:`.flaskenv`
+            files to set environment variables. Will also change the working
+            directory to the directory containing the first file found.
+        :param options: the options to be forwarded to the underlying Werkzeug
+            server. See :func:`werkzeug.serving.run_simple` for more
+            information.
+
+        .. versionchanged:: 1.0
+            If installed, python-dotenv will be used to load environment
+            variables from :file:`.env` and :file:`.flaskenv` files.
+
+            The :envvar:`FLASK_DEBUG` environment variable will override :attr:`debug`.
+
+            Threaded mode is enabled by default.
+
+        .. versionchanged:: 0.10
+            The default port is now picked from the ``SERVER_NAME``
+            variable.
+        """
+        # Ignore this call so that it doesn't start another server if
+        # the 'flask run' command is used.
+        if os.environ.get("FLASK_RUN_FROM_CLI") == "true":
+            if not is_running_from_reloader():
+                click.secho(
+                    " * Ignoring a call to 'app.run()' that would block"
+                    " the current 'flask' CLI command.\n"
+                    "   Only call 'app.run()' in an 'if __name__ =="
+                    ' "__main__"\' guard.',
+                    fg="red",
+                )
+
+            return
+
+        if get_load_dotenv(load_dotenv):
+            cli.load_dotenv()
+
+            # if set, let env vars override previous values
+            if "FLASK_ENV" in os.environ:
+                print(
+                    "'FLASK_ENV' is deprecated and will not be used in"
+                    " Flask 2.3. Use 'FLASK_DEBUG' instead.",
+                    file=sys.stderr,
+                )
+                self.config["ENV"] = os.environ.get("FLASK_ENV") or "production"
+                self.debug = get_debug_flag()
+            elif "FLASK_DEBUG" in os.environ:
+                self.debug = get_debug_flag()
+
+        # debug passed to method overrides all other sources
+        if debug is not None:
+            self.debug = bool(debug)
+
+        server_name = self.config.get("SERVER_NAME")
+        sn_host = sn_port = None
+
+        if server_name:
+            sn_host, _, sn_port = server_name.partition(":")
+
+        if not host:
+            if sn_host:
+                host = sn_host
+            else:
+                host = "127.0.0.1"
+
+        if port or port == 0:
+            port = int(port)
+        elif sn_port:
+            port = int(sn_port)
+        else:
+            port = 5000
+
+        options.setdefault("use_reloader", self.debug)
+        options.setdefault("use_debugger", self.debug)
+        options.setdefault("threaded", True)
+
+        cli.show_server_banner(self.debug, self.name)
+
+        from werkzeug.serving import run_simple
+
+        try:
+            run_simple(t.cast(str, host), port, self, **options)
+        finally:
+            # reset the first request information if the development server
+            # reset normally.  This makes it possible to restart the server
+            # without reloader and that stuff from an interactive shell.
+            self._got_first_request = False
+
+    def test_client(self, use_cookies: bool = True, **kwargs: t.Any) -> "FlaskClient":
+        """Creates a test client for this application.  For information
+        about unit testing head over to :doc:`/testing`.
+
+        Note that if you are testing for assertions or exceptions in your
+        application code, you must set ``app.testing = True`` in order for the
+        exceptions to propagate to the test client.  Otherwise, the exception
+        will be handled by the application (not visible to the test client) and
+        the only indication of an AssertionError or other exception will be a
+        500 status code response to the test client.  See the :attr:`testing`
+        attribute.  For example::
+
+            app.testing = True
+            client = app.test_client()
+
+        The test client can be used in a ``with`` block to defer the closing down
+        of the context until the end of the ``with`` block.  This is useful if
+        you want to access the context locals for testing::
+
+            with app.test_client() as c:
+                rv = c.get('/?vodka=42')
+                assert request.args['vodka'] == '42'
+
+        Additionally, you may pass optional keyword arguments that will then
+        be passed to the application's :attr:`test_client_class` constructor.
+        For example::
+
+            from flask.testing import FlaskClient
+
+            class CustomClient(FlaskClient):
+                def __init__(self, *args, **kwargs):
+                    self._authentication = kwargs.pop("authentication")
+                    super(CustomClient,self).__init__( *args, **kwargs)
+
+            app.test_client_class = CustomClient
+            client = app.test_client(authentication='Basic ....')
+
+        See :class:`~flask.testing.FlaskClient` for more information.
+
+        .. versionchanged:: 0.4
+           added support for ``with`` block usage for the client.
+
+        .. versionadded:: 0.7
+           The `use_cookies` parameter was added as well as the ability
+           to override the client to be used by setting the
+           :attr:`test_client_class` attribute.
+
+        .. versionchanged:: 0.11
+           Added `**kwargs` to support passing additional keyword arguments to
+           the constructor of :attr:`test_client_class`.
+        """
+        cls = self.test_client_class
+        if cls is None:
+            from .testing import FlaskClient as cls  # type: ignore
+        return cls(  # type: ignore
+            self, self.response_class, use_cookies=use_cookies, **kwargs
+        )
+
+    def test_cli_runner(self, **kwargs: t.Any) -> "FlaskCliRunner":
+        """Create a CLI runner for testing CLI commands.
+        See :ref:`testing-cli`.
+
+        Returns an instance of :attr:`test_cli_runner_class`, by default
+        :class:`~flask.testing.FlaskCliRunner`. The Flask app object is
+        passed as the first argument.
+
+        .. versionadded:: 1.0
+        """
+        cls = self.test_cli_runner_class
+
+        if cls is None:
+            from .testing import FlaskCliRunner as cls  # type: ignore
+
+        return cls(self, **kwargs)  # type: ignore
+
+    @setupmethod
+    def register_blueprint(self, blueprint: "Blueprint", **options: t.Any) -> None:
+        """Register a :class:`~flask.Blueprint` on the application. Keyword
+        arguments passed to this method will override the defaults set on the
+        blueprint.
+
+        Calls the blueprint's :meth:`~flask.Blueprint.register` method after
+        recording the blueprint in the application's :attr:`blueprints`.
+
+        :param blueprint: The blueprint to register.
+        :param url_prefix: Blueprint routes will be prefixed with this.
+        :param subdomain: Blueprint routes will match on this subdomain.
+        :param url_defaults: Blueprint routes will use these default values for
+            view arguments.
+        :param options: Additional keyword arguments are passed to
+            :class:`~flask.blueprints.BlueprintSetupState`. They can be
+            accessed in :meth:`~flask.Blueprint.record` callbacks.
+
+        .. versionchanged:: 2.0.1
+            The ``name`` option can be used to change the (pre-dotted)
+            name the blueprint is registered with. This allows the same
+            blueprint to be registered multiple times with unique names
+            for ``url_for``.
+
+        .. versionadded:: 0.7
+        """
+        blueprint.register(self, options)
+
+    def iter_blueprints(self) -> t.ValuesView["Blueprint"]:
+        """Iterates over all blueprints by the order they were registered.
+
+        .. versionadded:: 0.11
+        """
+        return self.blueprints.values()
+
+    @setupmethod
+    def add_url_rule(
+        self,
+        rule: str,
+        endpoint: t.Optional[str] = None,
+        view_func: t.Optional[ft.RouteCallable] = None,
+        provide_automatic_options: t.Optional[bool] = None,
+        **options: t.Any,
+    ) -> None:
+        if endpoint is None:
+            endpoint = _endpoint_from_view_func(view_func)  # type: ignore
+        options["endpoint"] = endpoint
+        methods = options.pop("methods", None)
+
+        # if the methods are not given and the view_func object knows its
+        # methods we can use that instead.  If neither exists, we go with
+        # a tuple of only ``GET`` as default.
+        if methods is None:
+            methods = getattr(view_func, "methods", None) or ("GET",)
+        if isinstance(methods, str):
+            raise TypeError(
+                "Allowed methods must be a list of strings, for"
+                ' example: @app.route(..., methods=["POST"])'
+            )
+        methods = {item.upper() for item in methods}
+
+        # Methods that should always be added
+        required_methods = set(getattr(view_func, "required_methods", ()))
+
+        # starting with Flask 0.8 the view_func object can disable and
+        # force-enable the automatic options handling.
+        if provide_automatic_options is None:
+            provide_automatic_options = getattr(
+                view_func, "provide_automatic_options", None
+            )
+
+        if provide_automatic_options is None:
+            if "OPTIONS" not in methods:
+                provide_automatic_options = True
+                required_methods.add("OPTIONS")
+            else:
+                provide_automatic_options = False
+
+        # Add the required methods now.
+        methods |= required_methods
+
+        rule = self.url_rule_class(rule, methods=methods, **options)
+        rule.provide_automatic_options = provide_automatic_options  # type: ignore
+
+        self.url_map.add(rule)
+        if view_func is not None:
+            old_func = self.view_functions.get(endpoint)
+            if old_func is not None and old_func != view_func:
+                raise AssertionError(
+                    "View function mapping is overwriting an existing"
+                    f" endpoint function: {endpoint}"
+                )
+            self.view_functions[endpoint] = view_func
+
+    @setupmethod
+    def template_filter(
+        self, name: t.Optional[str] = None
+    ) -> t.Callable[[T_template_filter], T_template_filter]:
+        """A decorator that is used to register custom template filter.
+        You can specify a name for the filter, otherwise the function
+        name will be used. Example::
+
+          @app.template_filter()
+          def reverse(s):
+              return s[::-1]
+
+        :param name: the optional name of the filter, otherwise the
+                     function name will be used.
+        """
+
+        def decorator(f: T_template_filter) -> T_template_filter:
+            self.add_template_filter(f, name=name)
+            return f
+
+        return decorator
+
+    @setupmethod
+    def add_template_filter(
+        self, f: ft.TemplateFilterCallable, name: t.Optional[str] = None
+    ) -> None:
+        """Register a custom template filter.  Works exactly like the
+        :meth:`template_filter` decorator.
+
+        :param name: the optional name of the filter, otherwise the
+                     function name will be used.
+        """
+        self.jinja_env.filters[name or f.__name__] = f
+
+    @setupmethod
+    def template_test(
+        self, name: t.Optional[str] = None
+    ) -> t.Callable[[T_template_test], T_template_test]:
+        """A decorator that is used to register custom template test.
+        You can specify a name for the test, otherwise the function
+        name will be used. Example::
+
+          @app.template_test()
+          def is_prime(n):
+              if n == 2:
+                  return True
+              for i in range(2, int(math.ceil(math.sqrt(n))) + 1):
+                  if n % i == 0:
+                      return False
+              return True
+
+        .. versionadded:: 0.10
+
+        :param name: the optional name of the test, otherwise the
+                     function name will be used.
+        """
+
+        def decorator(f: T_template_test) -> T_template_test:
+            self.add_template_test(f, name=name)
+            return f
+
+        return decorator
+
+    @setupmethod
+    def add_template_test(
+        self, f: ft.TemplateTestCallable, name: t.Optional[str] = None
+    ) -> None:
+        """Register a custom template test.  Works exactly like the
+        :meth:`template_test` decorator.
+
+        .. versionadded:: 0.10
+
+        :param name: the optional name of the test, otherwise the
+                     function name will be used.
+        """
+        self.jinja_env.tests[name or f.__name__] = f
+
+    @setupmethod
+    def template_global(
+        self, name: t.Optional[str] = None
+    ) -> t.Callable[[T_template_global], T_template_global]:
+        """A decorator that is used to register a custom template global function.
+        You can specify a name for the global function, otherwise the function
+        name will be used. Example::
+
+            @app.template_global()
+            def double(n):
+                return 2 * n
+
+        .. versionadded:: 0.10
+
+        :param name: the optional name of the global function, otherwise the
+                     function name will be used.
+        """
+
+        def decorator(f: T_template_global) -> T_template_global:
+            self.add_template_global(f, name=name)
+            return f
+
+        return decorator
+
+    @setupmethod
+    def add_template_global(
+        self, f: ft.TemplateGlobalCallable, name: t.Optional[str] = None
+    ) -> None:
+        """Register a custom template global function. Works exactly like the
+        :meth:`template_global` decorator.
+
+        .. versionadded:: 0.10
+
+        :param name: the optional name of the global function, otherwise the
+                     function name will be used.
+        """
+        self.jinja_env.globals[name or f.__name__] = f
+
+    @setupmethod
+    def before_first_request(self, f: T_before_first_request) -> T_before_first_request:
+        """Registers a function to be run before the first request to this
+        instance of the application.
+
+        The function will be called without any arguments and its return
+        value is ignored.
+
+        .. deprecated:: 2.2
+            Will be removed in Flask 2.3. Run setup code when creating
+            the application instead.
+
+        .. versionadded:: 0.8
+        """
+        import warnings
+
+        warnings.warn(
+            "'before_first_request' is deprecated and will be removed"
+            " in Flask 2.3. Run setup code while creating the"
+            " application instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        self.before_first_request_funcs.append(f)
+        return f
+
+    @setupmethod
+    def teardown_appcontext(self, f: T_teardown) -> T_teardown:
+        """Registers a function to be called when the application
+        context is popped. The application context is typically popped
+        after the request context for each request, at the end of CLI
+        commands, or after a manually pushed context ends.
+
+        .. code-block:: python
+
+            with app.app_context():
+                ...
+
+        When the ``with`` block exits (or ``ctx.pop()`` is called), the
+        teardown functions are called just before the app context is
+        made inactive. Since a request context typically also manages an
+        application context it would also be called when you pop a
+        request context.
+
+        When a teardown function was called because of an unhandled
+        exception it will be passed an error object. If an
+        :meth:`errorhandler` is registered, it will handle the exception
+        and the teardown will not receive it.
+
+        Teardown functions must avoid raising exceptions. If they
+        execute code that might fail they must surround that code with a
+        ``try``/``except`` block and log any errors.
+
+        The return values of teardown functions are ignored.
+
+        .. versionadded:: 0.9
+        """
+        self.teardown_appcontext_funcs.append(f)
+        return f
+
+    @setupmethod
+    def shell_context_processor(
+        self, f: T_shell_context_processor
+    ) -> T_shell_context_processor:
+        """Registers a shell context processor function.
+
+        .. versionadded:: 0.11
+        """
+        self.shell_context_processors.append(f)
+        return f
+
+    def _find_error_handler(self, e: Exception) -> t.Optional[ft.ErrorHandlerCallable]:
+        """Return a registered error handler for an exception in this order:
+        blueprint handler for a specific code, app handler for a specific code,
+        blueprint handler for an exception class, app handler for an exception
+        class, or ``None`` if a suitable handler is not found.
+        """
+        exc_class, code = self._get_exc_class_and_code(type(e))
+        names = (*request.blueprints, None)
+
+        for c in (code, None) if code is not None else (None,):
+            for name in names:
+                handler_map = self.error_handler_spec[name][c]
+
+                if not handler_map:
+                    continue
+
+                for cls in exc_class.__mro__:
+                    handler = handler_map.get(cls)
+
+                    if handler is not None:
+                        return handler
+        return None
+
+    def handle_http_exception(
+        self, e: HTTPException
+    ) -> t.Union[HTTPException, ft.ResponseReturnValue]:
+        """Handles an HTTP exception.  By default this will invoke the
+        registered error handlers and fall back to returning the
+        exception as response.
+
+        .. versionchanged:: 1.0.3
+            ``RoutingException``, used internally for actions such as
+             slash redirects during routing, is not passed to error
+             handlers.
+
+        .. versionchanged:: 1.0
+            Exceptions are looked up by code *and* by MRO, so
+            ``HTTPException`` subclasses can be handled with a catch-all
+            handler for the base ``HTTPException``.
+
+        .. versionadded:: 0.3
+        """
+        # Proxy exceptions don't have error codes.  We want to always return
+        # those unchanged as errors
+        if e.code is None:
+            return e
+
+        # RoutingExceptions are used internally to trigger routing
+        # actions, such as slash redirects raising RequestRedirect. They
+        # are not raised or handled in user code.
+        if isinstance(e, RoutingException):
+            return e
+
+        handler = self._find_error_handler(e)
+        if handler is None:
+            return e
+        return self.ensure_sync(handler)(e)
+
+    def trap_http_exception(self, e: Exception) -> bool:
+        """Checks if an HTTP exception should be trapped or not.  By default
+        this will return ``False`` for all exceptions except for a bad request
+        key error if ``TRAP_BAD_REQUEST_ERRORS`` is set to ``True``.  It
+        also returns ``True`` if ``TRAP_HTTP_EXCEPTIONS`` is set to ``True``.
+
+        This is called for all HTTP exceptions raised by a view function.
+        If it returns ``True`` for any exception the error handler for this
+        exception is not called and it shows up as regular exception in the
+        traceback.  This is helpful for debugging implicitly raised HTTP
+        exceptions.
+
+        .. versionchanged:: 1.0
+            Bad request errors are not trapped by default in debug mode.
+
+        .. versionadded:: 0.8
+        """
+        if self.config["TRAP_HTTP_EXCEPTIONS"]:
+            return True
+
+        trap_bad_request = self.config["TRAP_BAD_REQUEST_ERRORS"]
+
+        # if unset, trap key errors in debug mode
+        if (
+            trap_bad_request is None
+            and self.debug
+            and isinstance(e, BadRequestKeyError)
+        ):
+            return True
+
+        if trap_bad_request:
+            return isinstance(e, BadRequest)
+
+        return False
+
+    def handle_user_exception(
+        self, e: Exception
+    ) -> t.Union[HTTPException, ft.ResponseReturnValue]:
+        """This method is called whenever an exception occurs that
+        should be handled. A special case is :class:`~werkzeug
+        .exceptions.HTTPException` which is forwarded to the
+        :meth:`handle_http_exception` method. This function will either
+        return a response value or reraise the exception with the same
+        traceback.
+
+        .. versionchanged:: 1.0
+            Key errors raised from request data like ``form`` show the
+            bad key in debug mode rather than a generic bad request
+            message.
+
+        .. versionadded:: 0.7
+        """
+        if isinstance(e, BadRequestKeyError) and (
+            self.debug or self.config["TRAP_BAD_REQUEST_ERRORS"]
+        ):
+            e.show_exception = True
+
+        if isinstance(e, HTTPException) and not self.trap_http_exception(e):
+            return self.handle_http_exception(e)
+
+        handler = self._find_error_handler(e)
+
+        if handler is None:
+            raise
+
+        return self.ensure_sync(handler)(e)
+
+    def handle_exception(self, e: Exception) -> Response:
+        """Handle an exception that did not have an error handler
+        associated with it, or that was raised from an error handler.
+        This always causes a 500 ``InternalServerError``.
+
+        Always sends the :data:`got_request_exception` signal.
+
+        If :attr:`propagate_exceptions` is ``True``, such as in debug
+        mode, the error will be re-raised so that the debugger can
+        display it. Otherwise, the original exception is logged, and
+        an :exc:`~werkzeug.exceptions.InternalServerError` is returned.
+
+        If an error handler is registered for ``InternalServerError`` or
+        ``500``, it will be used. For consistency, the handler will
+        always receive the ``InternalServerError``. The original
+        unhandled exception is available as ``e.original_exception``.
+
+        .. versionchanged:: 1.1.0
+            Always passes the ``InternalServerError`` instance to the
+            handler, setting ``original_exception`` to the unhandled
+            error.
+
+        .. versionchanged:: 1.1.0
+            ``after_request`` functions and other finalization is done
+            even for the default 500 response when there is no handler.
+
+        .. versionadded:: 0.3
+        """
+        exc_info = sys.exc_info()
+        got_request_exception.send(self, exception=e)
+        propagate = self.config["PROPAGATE_EXCEPTIONS"]
+
+        if propagate is None:
+            propagate = self.testing or self.debug
+
+        if propagate:
+            # Re-raise if called with an active exception, otherwise
+            # raise the passed in exception.
+            if exc_info[1] is e:
+                raise
+
+            raise e
+
+        self.log_exception(exc_info)
+        server_error: t.Union[InternalServerError, ft.ResponseReturnValue]
+        server_error = InternalServerError(original_exception=e)
+        handler = self._find_error_handler(server_error)
+
+        if handler is not None:
+            server_error = self.ensure_sync(handler)(server_error)
+
+        return self.finalize_request(server_error, from_error_handler=True)
+
+    def log_exception(
+        self,
+        exc_info: t.Union[
+            t.Tuple[type, BaseException, TracebackType], t.Tuple[None, None, None]
+        ],
+    ) -> None:
+        """Logs an exception.  This is called by :meth:`handle_exception`
+        if debugging is disabled and right before the handler is called.
+        The default implementation logs the exception as error on the
+        :attr:`logger`.
+
+        .. versionadded:: 0.8
+        """
+        self.logger.error(
+            f"Exception on {request.path} [{request.method}]", exc_info=exc_info
+        )
+
+    def raise_routing_exception(self, request: Request) -> "te.NoReturn":
+        """Intercept routing exceptions and possibly do something else.
+
+        In debug mode, intercept a routing redirect and replace it with
+        an error if the body will be discarded.
+
+        With modern Werkzeug this shouldn't occur, since it now uses a
+        308 status which tells the browser to resend the method and
+        body.
+
+        .. versionchanged:: 2.1
+            Don't intercept 307 and 308 redirects.
+
+        :meta private:
+        :internal:
+        """
+        if (
+            not self.debug
+            or not isinstance(request.routing_exception, RequestRedirect)
+            or request.routing_exception.code in {307, 308}
+            or request.method in {"GET", "HEAD", "OPTIONS"}
+        ):
+            raise request.routing_exception  # type: ignore
+
+        from .debughelpers import FormDataRoutingRedirect
+
+        raise FormDataRoutingRedirect(request)
+
+    def dispatch_request(self) -> ft.ResponseReturnValue:
+        """Does the request dispatching.  Matches the URL and returns the
+        return value of the view or error handler.  This does not have to
+        be a response object.  In order to convert the return value to a
+        proper response object, call :func:`make_response`.
+
+        .. versionchanged:: 0.7
+           This no longer does the exception handling, this code was
+           moved to the new :meth:`full_dispatch_request`.
+        """
+        req = request_ctx.request
+        if req.routing_exception is not None:
+            self.raise_routing_exception(req)
+        rule: Rule = req.url_rule  # type: ignore[assignment]
+        # if we provide automatic options for this URL and the
+        # request came with the OPTIONS method, reply automatically
+        if (
+            getattr(rule, "provide_automatic_options", False)
+            and req.method == "OPTIONS"
+        ):
+            return self.make_default_options_response()
+        # otherwise dispatch to the handler for that endpoint
+        view_args: t.Dict[str, t.Any] = req.view_args  # type: ignore[assignment]
+        return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
+
+    def full_dispatch_request(self) -> Response:
+        """Dispatches the request and on top of that performs request
+        pre and postprocessing as well as HTTP exception catching and
+        error handling.
+
+        .. versionadded:: 0.7
+        """
+        # Run before_first_request functions if this is the thread's first request.
+        # Inlined to avoid a method call on subsequent requests.
+        # This is deprecated, will be removed in Flask 2.3.
+        if not self._got_first_request:
+            with self._before_request_lock:
+                if not self._got_first_request:
+                    for func in self.before_first_request_funcs:
+                        self.ensure_sync(func)()
+
+                    self._got_first_request = True
+
+        try:
+            request_started.send(self)
+            rv = self.preprocess_request()
+            if rv is None:
+                rv = self.dispatch_request()
+        except Exception as e:
+            rv = self.handle_user_exception(e)
+        return self.finalize_request(rv)
+
+    def finalize_request(
+        self,
+        rv: t.Union[ft.ResponseReturnValue, HTTPException],
+        from_error_handler: bool = False,
+    ) -> Response:
+        """Given the return value from a view function this finalizes
+        the request by converting it into a response and invoking the
+        postprocessing functions.  This is invoked for both normal
+        request dispatching as well as error handlers.
+
+        Because this means that it might be called as a result of a
+        failure a special safe mode is available which can be enabled
+        with the `from_error_handler` flag.  If enabled, failures in
+        response processing will be logged and otherwise ignored.
+
+        :internal:
+        """
+        response = self.make_response(rv)
+        try:
+            response = self.process_response(response)
+            request_finished.send(self, response=response)
+        except Exception:
+            if not from_error_handler:
+                raise
+            self.logger.exception(
+                "Request finalizing failed with an error while handling an error"
+            )
+        return response
+
+    def make_default_options_response(self) -> Response:
+        """This method is called to create the default ``OPTIONS`` response.
+        This can be changed through subclassing to change the default
+        behavior of ``OPTIONS`` responses.
+
+        .. versionadded:: 0.7
+        """
+        adapter = request_ctx.url_adapter
+        methods = adapter.allowed_methods()  # type: ignore[union-attr]
+        rv = self.response_class()
+        rv.allow.update(methods)
+        return rv
+
+    def should_ignore_error(self, error: t.Optional[BaseException]) -> bool:
+        """This is called to figure out if an error should be ignored
+        or not as far as the teardown system is concerned.  If this
+        function returns ``True`` then the teardown handlers will not be
+        passed the error.
+
+        .. versionadded:: 0.10
+        """
+        return False
+
+    def ensure_sync(self, func: t.Callable) -> t.Callable:
+        """Ensure that the function is synchronous for WSGI workers.
+        Plain ``def`` functions are returned as-is. ``async def``
+        functions are wrapped to run and wait for the response.
+
+        Override this method to change how the app runs async views.
+
+        .. versionadded:: 2.0
+        """
+        if iscoroutinefunction(func):
+            return self.async_to_sync(func)
+
+        return func
+
+    def async_to_sync(
+        self, func: t.Callable[..., t.Coroutine]
+    ) -> t.Callable[..., t.Any]:
+        """Return a sync function that will run the coroutine function.
+
+        .. code-block:: python
+
+            result = app.async_to_sync(func)(*args, **kwargs)
+
+        Override this method to change how the app converts async code
+        to be synchronously callable.
+
+        .. versionadded:: 2.0
+        """
+        try:
+            from asgiref.sync import async_to_sync as asgiref_async_to_sync
+        except ImportError:
+            raise RuntimeError(
+                "Install Flask with the 'async' extra in order to use async views."
+            ) from None
+
+        return asgiref_async_to_sync(func)
+
+    def url_for(
+        self,
+        endpoint: str,
+        *,
+        _anchor: t.Optional[str] = None,
+        _method: t.Optional[str] = None,
+        _scheme: t.Optional[str] = None,
+        _external: t.Optional[bool] = None,
+        **values: t.Any,
+    ) -> str:
+        """Generate a URL to the given endpoint with the given values.
+
+        This is called by :func:`flask.url_for`, and can be called
+        directly as well.
+
+        An *endpoint* is the name of a URL rule, usually added with
+        :meth:`@app.route() <route>`, and usually the same name as the
+        view function. A route defined in a :class:`~flask.Blueprint`
+        will prepend the blueprint's name separated by a ``.`` to the
+        endpoint.
+
+        In some cases, such as email messages, you want URLs to include
+        the scheme and domain, like ``https://example.com/hello``. When
+        not in an active request, URLs will be external by default, but
+        this requires setting :data:`SERVER_NAME` so Flask knows what
+        domain to use. :data:`APPLICATION_ROOT` and
+        :data:`PREFERRED_URL_SCHEME` should also be configured as
+        needed. This config is only used when not in an active request.
+
+        Functions can be decorated with :meth:`url_defaults` to modify
+        keyword arguments before the URL is built.
+
+        If building fails for some reason, such as an unknown endpoint
+        or incorrect values, the app's :meth:`handle_url_build_error`
+        method is called. If that returns a string, that is returned,
+        otherwise a :exc:`~werkzeug.routing.BuildError` is raised.
+
+        :param endpoint: The endpoint name associated with the URL to
+            generate. If this starts with a ``.``, the current blueprint
+            name (if any) will be used.
+        :param _anchor: If given, append this as ``#anchor`` to the URL.
+        :param _method: If given, generate the URL associated with this
+            method for the endpoint.
+        :param _scheme: If given, the URL will have this scheme if it
+            is external.
+        :param _external: If given, prefer the URL to be internal
+            (False) or require it to be external (True). External URLs
+            include the scheme and domain. When not in an active
+            request, URLs are external by default.
+        :param values: Values to use for the variable parts of the URL
+            rule. Unknown keys are appended as query string arguments,
+            like ``?a=b&c=d``.
+
+        .. versionadded:: 2.2
+            Moved from ``flask.url_for``, which calls this method.
+        """
+        req_ctx = _cv_request.get(None)
+
+        if req_ctx is not None:
+            url_adapter = req_ctx.url_adapter
+            blueprint_name = req_ctx.request.blueprint
+
+            # If the endpoint starts with "." and the request matches a
+            # blueprint, the endpoint is relative to the blueprint.
+            if endpoint[:1] == ".":
+                if blueprint_name is not None:
+                    endpoint = f"{blueprint_name}{endpoint}"
+                else:
+                    endpoint = endpoint[1:]
+
+            # When in a request, generate a URL without scheme and
+            # domain by default, unless a scheme is given.
+            if _external is None:
+                _external = _scheme is not None
+        else:
+            app_ctx = _cv_app.get(None)
+
+            # If called by helpers.url_for, an app context is active,
+            # use its url_adapter. Otherwise, app.url_for was called
+            # directly, build an adapter.
+            if app_ctx is not None:
+                url_adapter = app_ctx.url_adapter
+            else:
+                url_adapter = self.create_url_adapter(None)
+
+            if url_adapter is None:
+                raise RuntimeError(
+                    "Unable to build URLs outside an active request"
+                    " without 'SERVER_NAME' configured. Also configure"
+                    " 'APPLICATION_ROOT' and 'PREFERRED_URL_SCHEME' as"
+                    " needed."
+                )
+
+            # When outside a request, generate a URL with scheme and
+            # domain by default.
+            if _external is None:
+                _external = True
+
+        # It is an error to set _scheme when _external=False, in order
+        # to avoid accidental insecure URLs.
+        if _scheme is not None and not _external:
+            raise ValueError("When specifying '_scheme', '_external' must be True.")
+
+        self.inject_url_defaults(endpoint, values)
+
+        try:
+            rv = url_adapter.build(  # type: ignore[union-attr]
+                endpoint,
+                values,
+                method=_method,
+                url_scheme=_scheme,
+                force_external=_external,
+            )
+        except BuildError as error:
+            values.update(
+                _anchor=_anchor, _method=_method, _scheme=_scheme, _external=_external
+            )
+            return self.handle_url_build_error(error, endpoint, values)
+
+        if _anchor is not None:
+            rv = f"{rv}#{url_quote(_anchor)}"
+
+        return rv
+
+    def redirect(self, location: str, code: int = 302) -> BaseResponse:
+        """Create a redirect response object.
+
+        This is called by :func:`flask.redirect`, and can be called
+        directly as well.
+
+        :param location: The URL to redirect to.
+        :param code: The status code for the redirect.
+
+        .. versionadded:: 2.2
+            Moved from ``flask.redirect``, which calls this method.
+        """
+        return _wz_redirect(location, code=code, Response=self.response_class)
+
+    def make_response(self, rv: ft.ResponseReturnValue) -> Response:
+        """Convert the return value from a view function to an instance of
+        :attr:`response_class`.
+
+        :param rv: the return value from the view function. The view function
+            must return a response. Returning ``None``, or the view ending
+            without returning, is not allowed. The following types are allowed
+            for ``view_rv``:
+
+            ``str``
+                A response object is created with the string encoded to UTF-8
+                as the body.
+
+            ``bytes``
+                A response object is created with the bytes as the body.
+
+            ``dict``
+                A dictionary that will be jsonify'd before being returned.
+
+            ``list``
+                A list that will be jsonify'd before being returned.
+
+            ``generator`` or ``iterator``
+                A generator that returns ``str`` or ``bytes`` to be
+                streamed as the response.
+
+            ``tuple``
+                Either ``(body, status, headers)``, ``(body, status)``, or
+                ``(body, headers)``, where ``body`` is any of the other types
+                allowed here, ``status`` is a string or an integer, and
+                ``headers`` is a dictionary or a list of ``(key, value)``
+                tuples. If ``body`` is a :attr:`response_class` instance,
+                ``status`` overwrites the exiting value and ``headers`` are
+                extended.
+
+            :attr:`response_class`
+                The object is returned unchanged.
+
+            other :class:`~werkzeug.wrappers.Response` class
+                The object is coerced to :attr:`response_class`.
+
+            :func:`callable`
+                The function is called as a WSGI application. The result is
+                used to create a response object.
+
+        .. versionchanged:: 2.2
+            A generator will be converted to a streaming response.
+            A list will be converted to a JSON response.
+
+        .. versionchanged:: 1.1
+            A dict will be converted to a JSON response.
+
+        .. versionchanged:: 0.9
+           Previously a tuple was interpreted as the arguments for the
+           response object.
+        """
+
+        status = headers = None
+
+        # unpack tuple returns
+        if isinstance(rv, tuple):
+            len_rv = len(rv)
+
+            # a 3-tuple is unpacked directly
+            if len_rv == 3:
+                rv, status, headers = rv  # type: ignore[misc]
+            # decide if a 2-tuple has status or headers
+            elif len_rv == 2:
+                if isinstance(rv[1], (Headers, dict, tuple, list)):
+                    rv, headers = rv
+                else:
+                    rv, status = rv  # type: ignore[assignment,misc]
+            # other sized tuples are not allowed
+            else:
+                raise TypeError(
+                    "The view function did not return a valid response tuple."
+                    " The tuple must have the form (body, status, headers),"
+                    " (body, status), or (body, headers)."
+                )
+
+        # the body must not be None
+        if rv is None:
+            raise TypeError(
+                f"The view function for {request.endpoint!r} did not"
+                " return a valid response. The function either returned"
+                " None or ended without a return statement."
+            )
+
+        # make sure the body is an instance of the response class
+        if not isinstance(rv, self.response_class):
+            if isinstance(rv, (str, bytes, bytearray)) or isinstance(rv, _abc_Iterator):
+                # let the response class set the status and headers instead of
+                # waiting to do it manually, so that the class can handle any
+                # special logic
+                rv = self.response_class(
+                    rv,
+                    status=status,
+                    headers=headers,  # type: ignore[arg-type]
+                )
+                status = headers = None
+            elif isinstance(rv, (dict, list)):
+                rv = self.json.response(rv)
+            elif isinstance(rv, BaseResponse) or callable(rv):
+                # evaluate a WSGI callable, or coerce a different response
+                # class to the correct type
+                try:
+                    rv = self.response_class.force_type(
+                        rv, request.environ  # type: ignore[arg-type]
+                    )
+                except TypeError as e:
+                    raise TypeError(
+                        f"{e}\nThe view function did not return a valid"
+                        " response. The return type must be a string,"
+                        " dict, list, tuple with headers or status,"
+                        " Response instance, or WSGI callable, but it"
+                        f" was a {type(rv).__name__}."
+                    ).with_traceback(sys.exc_info()[2]) from None
+            else:
+                raise TypeError(
+                    "The view function did not return a valid"
+                    " response. The return type must be a string,"
+                    " dict, list, tuple with headers or status,"
+                    " Response instance, or WSGI callable, but it was a"
+                    f" {type(rv).__name__}."
+                )
+
+        rv = t.cast(Response, rv)
+        # prefer the status if it was provided
+        if status is not None:
+            if isinstance(status, (str, bytes, bytearray)):
+                rv.status = status
+            else:
+                rv.status_code = status
+
+        # extend existing headers with provided headers
+        if headers:
+            rv.headers.update(headers)  # type: ignore[arg-type]
+
+        return rv
+
+    def create_url_adapter(
+        self, request: t.Optional[Request]
+    ) -> t.Optional[MapAdapter]:
+        """Creates a URL adapter for the given request. The URL adapter
+        is created at a point where the request context is not yet set
+        up so the request is passed explicitly.
+
+        .. versionadded:: 0.6
+
+        .. versionchanged:: 0.9
+           This can now also be called without a request object when the
+           URL adapter is created for the application context.
+
+        .. versionchanged:: 1.0
+            :data:`SERVER_NAME` no longer implicitly enables subdomain
+            matching. Use :attr:`subdomain_matching` instead.
+        """
+        if request is not None:
+            # If subdomain matching is disabled (the default), use the
+            # default subdomain in all cases. This should be the default
+            # in Werkzeug but it currently does not have that feature.
+            if not self.subdomain_matching:
+                subdomain = self.url_map.default_subdomain or None
+            else:
+                subdomain = None
+
+            return self.url_map.bind_to_environ(
+                request.environ,
+                server_name=self.config["SERVER_NAME"],
+                subdomain=subdomain,
+            )
+        # We need at the very least the server name to be set for this
+        # to work.
+        if self.config["SERVER_NAME"] is not None:
+            return self.url_map.bind(
+                self.config["SERVER_NAME"],
+                script_name=self.config["APPLICATION_ROOT"],
+                url_scheme=self.config["PREFERRED_URL_SCHEME"],
+            )
+
+        return None
+
+    def inject_url_defaults(self, endpoint: str, values: dict) -> None:
+        """Injects the URL defaults for the given endpoint directly into
+        the values dictionary passed.  This is used internally and
+        automatically called on URL building.
+
+        .. versionadded:: 0.7
+        """
+        names: t.Iterable[t.Optional[str]] = (None,)
+
+        # url_for may be called outside a request context, parse the
+        # passed endpoint instead of using request.blueprints.
+        if "." in endpoint:
+            names = chain(
+                names, reversed(_split_blueprint_path(endpoint.rpartition(".")[0]))
+            )
+
+        for name in names:
+            if name in self.url_default_functions:
+                for func in self.url_default_functions[name]:
+                    func(endpoint, values)
+
+    def handle_url_build_error(
+        self, error: BuildError, endpoint: str, values: t.Dict[str, t.Any]
+    ) -> str:
+        """Called by :meth:`.url_for` if a
+        :exc:`~werkzeug.routing.BuildError` was raised. If this returns
+        a value, it will be returned by ``url_for``, otherwise the error
+        will be re-raised.
+
+        Each function in :attr:`url_build_error_handlers` is called with
+        ``error``, ``endpoint`` and ``values``. If a function returns
+        ``None`` or raises a ``BuildError``, it is skipped. Otherwise,
+        its return value is returned by ``url_for``.
+
+        :param error: The active ``BuildError`` being handled.
+        :param endpoint: The endpoint being built.
+        :param values: The keyword arguments passed to ``url_for``.
+        """
+        for handler in self.url_build_error_handlers:
+            try:
+                rv = handler(error, endpoint, values)
+            except BuildError as e:
+                # make error available outside except block
+                error = e
+            else:
+                if rv is not None:
+                    return rv
+
+        # Re-raise if called with an active exception, otherwise raise
+        # the passed in exception.
+        if error is sys.exc_info()[1]:
+            raise
+
+        raise error
+
+    def preprocess_request(self) -> t.Optional[ft.ResponseReturnValue]:
+        """Called before the request is dispatched. Calls
+        :attr:`url_value_preprocessors` registered with the app and the
+        current blueprint (if any). Then calls :attr:`before_request_funcs`
+        registered with the app and the blueprint.
+
+        If any :meth:`before_request` handler returns a non-None value, the
+        value is handled as if it was the return value from the view, and
+        further request handling is stopped.
+        """
+        names = (None, *reversed(request.blueprints))
+
+        for name in names:
+            if name in self.url_value_preprocessors:
+                for url_func in self.url_value_preprocessors[name]:
+                    url_func(request.endpoint, request.view_args)
+
+        for name in names:
+            if name in self.before_request_funcs:
+                for before_func in self.before_request_funcs[name]:
+                    rv = self.ensure_sync(before_func)()
+
+                    if rv is not None:
+                        return rv
+
+        return None
+
+    def process_response(self, response: Response) -> Response:
+        """Can be overridden in order to modify the response object
+        before it's sent to the WSGI server.  By default this will
+        call all the :meth:`after_request` decorated functions.
+
+        .. versionchanged:: 0.5
+           As of Flask 0.5 the functions registered for after request
+           execution are called in reverse order of registration.
+
+        :param response: a :attr:`response_class` object.
+        :return: a new response object or the same, has to be an
+                 instance of :attr:`response_class`.
+        """
+        ctx = request_ctx._get_current_object()  # type: ignore[attr-defined]
+
+        for func in ctx._after_request_functions:
+            response = self.ensure_sync(func)(response)
+
+        for name in chain(request.blueprints, (None,)):
+            if name in self.after_request_funcs:
+                for func in reversed(self.after_request_funcs[name]):
+                    response = self.ensure_sync(func)(response)
+
+        if not self.session_interface.is_null_session(ctx.session):
+            self.session_interface.save_session(self, ctx.session, response)
+
+        return response
+
+    def do_teardown_request(
+        self, exc: t.Optional[BaseException] = _sentinel  # type: ignore
+    ) -> None:
+        """Called after the request is dispatched and the response is
+        returned, right before the request context is popped.
+
+        This calls all functions decorated with
+        :meth:`teardown_request`, and :meth:`Blueprint.teardown_request`
+        if a blueprint handled the request. Finally, the
+        :data:`request_tearing_down` signal is sent.
+
+        This is called by
+        :meth:`RequestContext.pop() <flask.ctx.RequestContext.pop>`,
+        which may be delayed during testing to maintain access to
+        resources.
+
+        :param exc: An unhandled exception raised while dispatching the
+            request. Detected from the current exception information if
+            not passed. Passed to each teardown function.
+
+        .. versionchanged:: 0.9
+            Added the ``exc`` argument.
+        """
+        if exc is _sentinel:
+            exc = sys.exc_info()[1]
+
+        for name in chain(request.blueprints, (None,)):
+            if name in self.teardown_request_funcs:
+                for func in reversed(self.teardown_request_funcs[name]):
+                    self.ensure_sync(func)(exc)
+
+        request_tearing_down.send(self, exc=exc)
+
+    def do_teardown_appcontext(
+        self, exc: t.Optional[BaseException] = _sentinel  # type: ignore
+    ) -> None:
+        """Called right before the application context is popped.
+
+        When handling a request, the application context is popped
+        after the request context. See :meth:`do_teardown_request`.
+
+        This calls all functions decorated with
+        :meth:`teardown_appcontext`. Then the
+        :data:`appcontext_tearing_down` signal is sent.
+
+        This is called by
+        :meth:`AppContext.pop() <flask.ctx.AppContext.pop>`.
+
+        .. versionadded:: 0.9
+        """
+        if exc is _sentinel:
+            exc = sys.exc_info()[1]
+
+        for func in reversed(self.teardown_appcontext_funcs):
+            self.ensure_sync(func)(exc)
+
+        appcontext_tearing_down.send(self, exc=exc)
+
+    def app_context(self) -> AppContext:
+        """Create an :class:`~flask.ctx.AppContext`. Use as a ``with``
+        block to push the context, which will make :data:`current_app`
+        point at this application.
+
+        An application context is automatically pushed by
+        :meth:`RequestContext.push() <flask.ctx.RequestContext.push>`
+        when handling a request, and when running a CLI command. Use
+        this to manually create a context outside of these situations.
+
+        ::
+
+            with app.app_context():
+                init_db()
+
+        See :doc:`/appcontext`.
+
+        .. versionadded:: 0.9
+        """
+        return AppContext(self)
+
+    def request_context(self, environ: dict) -> RequestContext:
+        """Create a :class:`~flask.ctx.RequestContext` representing a
+        WSGI environment. Use a ``with`` block to push the context,
+        which will make :data:`request` point at this request.
+
+        See :doc:`/reqcontext`.
+
+        Typically you should not call this from your own code. A request
+        context is automatically pushed by the :meth:`wsgi_app` when
+        handling a request. Use :meth:`test_request_context` to create
+        an environment and context instead of this method.
+
+        :param environ: a WSGI environment
+        """
+        return RequestContext(self, environ)
+
+    def test_request_context(self, *args: t.Any, **kwargs: t.Any) -> RequestContext:
+        """Create a :class:`~flask.ctx.RequestContext` for a WSGI
+        environment created from the given values. This is mostly useful
+        during testing, where you may want to run a function that uses
+        request data without dispatching a full request.
+
+        See :doc:`/reqcontext`.
+
+        Use a ``with`` block to push the context, which will make
+        :data:`request` point at the request for the created
+        environment. ::
+
+            with test_request_context(...):
+                generate_report()
+
+        When using the shell, it may be easier to push and pop the
+        context manually to avoid indentation. ::
+
+            ctx = app.test_request_context(...)
+            ctx.push()
+            ...
+            ctx.pop()
+
+        Takes the same arguments as Werkzeug's
+        :class:`~werkzeug.test.EnvironBuilder`, with some defaults from
+        the application. See the linked Werkzeug docs for most of the
+        available arguments. Flask-specific behavior is listed here.
+
+        :param path: URL path being requested.
+        :param base_url: Base URL where the app is being served, which
+            ``path`` is relative to. If not given, built from
+            :data:`PREFERRED_URL_SCHEME`, ``subdomain``,
+            :data:`SERVER_NAME`, and :data:`APPLICATION_ROOT`.
+        :param subdomain: Subdomain name to append to
+            :data:`SERVER_NAME`.
+        :param url_scheme: Scheme to use instead of
+            :data:`PREFERRED_URL_SCHEME`.
+        :param data: The request body, either as a string or a dict of
+            form keys and values.
+        :param json: If given, this is serialized as JSON and passed as
+            ``data``. Also defaults ``content_type`` to
+            ``application/json``.
+        :param args: other positional arguments passed to
+            :class:`~werkzeug.test.EnvironBuilder`.
+        :param kwargs: other keyword arguments passed to
+            :class:`~werkzeug.test.EnvironBuilder`.
+        """
+        from .testing import EnvironBuilder
+
+        builder = EnvironBuilder(self, *args, **kwargs)
+
+        try:
+            return self.request_context(builder.get_environ())
+        finally:
+            builder.close()
+
+    def wsgi_app(self, environ: dict, start_response: t.Callable) -> t.Any:
+        """The actual WSGI application. This is not implemented in
+        :meth:`__call__` so that middlewares can be applied without
+        losing a reference to the app object. Instead of doing this::
+
+            app = MyMiddleware(app)
+
+        It's a better idea to do this instead::
+
+            app.wsgi_app = MyMiddleware(app.wsgi_app)
+
+        Then you still have the original application object around and
+        can continue to call methods on it.
+
+        .. versionchanged:: 0.7
+            Teardown events for the request and app contexts are called
+            even if an unhandled error occurs. Other events may not be
+            called depending on when an error occurs during dispatch.
+            See :ref:`callbacks-and-errors`.
+
+        :param environ: A WSGI environment.
+        :param start_response: A callable accepting a status code,
+            a list of headers, and an optional exception context to
+            start the response.
+        """
+        ctx = self.request_context(environ)
+        error: t.Optional[BaseException] = None
+        try:
+            try:
+                ctx.push()
+                response = self.full_dispatch_request()
+            except Exception as e:
+                error = e
+                response = self.handle_exception(e)
+            except:  # noqa: B001
+                error = sys.exc_info()[1]
+                raise
+            return response(environ, start_response)
+        finally:
+            if "werkzeug.debug.preserve_context" in environ:
+                environ["werkzeug.debug.preserve_context"](_cv_app.get())
+                environ["werkzeug.debug.preserve_context"](_cv_request.get())
+
+            if error is not None and self.should_ignore_error(error):
+                error = None
+
+            ctx.pop(error)
+
+    def __call__(self, environ: dict, start_response: t.Callable) -> t.Any:
+        """The WSGI server calls the Flask application object as the
+        WSGI application. This calls :meth:`wsgi_app`, which can be
+        wrapped to apply middleware.
+        """
+        return self.wsgi_app(environ, start_response)
diff --git a/venv/lib/python3.8/site-packages/flask/blueprints.py b/venv/lib/python3.8/site-packages/flask/blueprints.py
new file mode 100644
index 0000000..104f8ac
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/blueprints.py
@@ -0,0 +1,706 @@
+import json
+import os
+import typing as t
+from collections import defaultdict
+from functools import update_wrapper
+
+from . import typing as ft
+from .scaffold import _endpoint_from_view_func
+from .scaffold import _sentinel
+from .scaffold import Scaffold
+from .scaffold import setupmethod
+
+if t.TYPE_CHECKING:  # pragma: no cover
+    from .app import Flask
+
+DeferredSetupFunction = t.Callable[["BlueprintSetupState"], t.Callable]
+T_after_request = t.TypeVar("T_after_request", bound=ft.AfterRequestCallable)
+T_before_first_request = t.TypeVar(
+    "T_before_first_request", bound=ft.BeforeFirstRequestCallable
+)
+T_before_request = t.TypeVar("T_before_request", bound=ft.BeforeRequestCallable)
+T_error_handler = t.TypeVar("T_error_handler", bound=ft.ErrorHandlerCallable)
+T_teardown = t.TypeVar("T_teardown", bound=ft.TeardownCallable)
+T_template_context_processor = t.TypeVar(
+    "T_template_context_processor", bound=ft.TemplateContextProcessorCallable
+)
+T_template_filter = t.TypeVar("T_template_filter", bound=ft.TemplateFilterCallable)
+T_template_global = t.TypeVar("T_template_global", bound=ft.TemplateGlobalCallable)
+T_template_test = t.TypeVar("T_template_test", bound=ft.TemplateTestCallable)
+T_url_defaults = t.TypeVar("T_url_defaults", bound=ft.URLDefaultCallable)
+T_url_value_preprocessor = t.TypeVar(
+    "T_url_value_preprocessor", bound=ft.URLValuePreprocessorCallable
+)
+
+
+class BlueprintSetupState:
+    """Temporary holder object for registering a blueprint with the
+    application.  An instance of this class is created by the
+    :meth:`~flask.Blueprint.make_setup_state` method and later passed
+    to all register callback functions.
+    """
+
+    def __init__(
+        self,
+        blueprint: "Blueprint",
+        app: "Flask",
+        options: t.Any,
+        first_registration: bool,
+    ) -> None:
+        #: a reference to the current application
+        self.app = app
+
+        #: a reference to the blueprint that created this setup state.
+        self.blueprint = blueprint
+
+        #: a dictionary with all options that were passed to the
+        #: :meth:`~flask.Flask.register_blueprint` method.
+        self.options = options
+
+        #: as blueprints can be registered multiple times with the
+        #: application and not everything wants to be registered
+        #: multiple times on it, this attribute can be used to figure
+        #: out if the blueprint was registered in the past already.
+        self.first_registration = first_registration
+
+        subdomain = self.options.get("subdomain")
+        if subdomain is None:
+            subdomain = self.blueprint.subdomain
+
+        #: The subdomain that the blueprint should be active for, ``None``
+        #: otherwise.
+        self.subdomain = subdomain
+
+        url_prefix = self.options.get("url_prefix")
+        if url_prefix is None:
+            url_prefix = self.blueprint.url_prefix
+        #: The prefix that should be used for all URLs defined on the
+        #: blueprint.
+        self.url_prefix = url_prefix
+
+        self.name = self.options.get("name", blueprint.name)
+        self.name_prefix = self.options.get("name_prefix", "")
+
+        #: A dictionary with URL defaults that is added to each and every
+        #: URL that was defined with the blueprint.
+        self.url_defaults = dict(self.blueprint.url_values_defaults)
+        self.url_defaults.update(self.options.get("url_defaults", ()))
+
+    def add_url_rule(
+        self,
+        rule: str,
+        endpoint: t.Optional[str] = None,
+        view_func: t.Optional[t.Callable] = None,
+        **options: t.Any,
+    ) -> None:
+        """A helper method to register a rule (and optionally a view function)
+        to the application.  The endpoint is automatically prefixed with the
+        blueprint's name.
+        """
+        if self.url_prefix is not None:
+            if rule:
+                rule = "/".join((self.url_prefix.rstrip("/"), rule.lstrip("/")))
+            else:
+                rule = self.url_prefix
+        options.setdefault("subdomain", self.subdomain)
+        if endpoint is None:
+            endpoint = _endpoint_from_view_func(view_func)  # type: ignore
+        defaults = self.url_defaults
+        if "defaults" in options:
+            defaults = dict(defaults, **options.pop("defaults"))
+
+        self.app.add_url_rule(
+            rule,
+            f"{self.name_prefix}.{self.name}.{endpoint}".lstrip("."),
+            view_func,
+            defaults=defaults,
+            **options,
+        )
+
+
+class Blueprint(Scaffold):
+    """Represents a blueprint, a collection of routes and other
+    app-related functions that can be registered on a real application
+    later.
+
+    A blueprint is an object that allows defining application functions
+    without requiring an application object ahead of time. It uses the
+    same decorators as :class:`~flask.Flask`, but defers the need for an
+    application by recording them for later registration.
+
+    Decorating a function with a blueprint creates a deferred function
+    that is called with :class:`~flask.blueprints.BlueprintSetupState`
+    when the blueprint is registered on an application.
+
+    See :doc:`/blueprints` for more information.
+
+    :param name: The name of the blueprint. Will be prepended to each
+        endpoint name.
+    :param import_name: The name of the blueprint package, usually
+        ``__name__``. This helps locate the ``root_path`` for the
+        blueprint.
+    :param static_folder: A folder with static files that should be
+        served by the blueprint's static route. The path is relative to
+        the blueprint's root path. Blueprint static files are disabled
+        by default.
+    :param static_url_path: The url to serve static files from.
+        Defaults to ``static_folder``. If the blueprint does not have
+        a ``url_prefix``, the app's static route will take precedence,
+        and the blueprint's static files won't be accessible.
+    :param template_folder: A folder with templates that should be added
+        to the app's template search path. The path is relative to the
+        blueprint's root path. Blueprint templates are disabled by
+        default. Blueprint templates have a lower precedence than those
+        in the app's templates folder.
+    :param url_prefix: A path to prepend to all of the blueprint's URLs,
+        to make them distinct from the rest of the app's routes.
+    :param subdomain: A subdomain that blueprint routes will match on by
+        default.
+    :param url_defaults: A dict of default values that blueprint routes
+        will receive by default.
+    :param root_path: By default, the blueprint will automatically set
+        this based on ``import_name``. In certain situations this
+        automatic detection can fail, so the path can be specified
+        manually instead.
+
+    .. versionchanged:: 1.1.0
+        Blueprints have a ``cli`` group to register nested CLI commands.
+        The ``cli_group`` parameter controls the name of the group under
+        the ``flask`` command.
+
+    .. versionadded:: 0.7
+    """
+
+    _got_registered_once = False
+
+    _json_encoder: t.Union[t.Type[json.JSONEncoder], None] = None
+    _json_decoder: t.Union[t.Type[json.JSONDecoder], None] = None
+
+    @property  # type: ignore[override]
+    def json_encoder(  # type: ignore[override]
+        self,
+    ) -> t.Union[t.Type[json.JSONEncoder], None]:
+        """Blueprint-local JSON encoder class to use. Set to ``None`` to use the app's.
+
+        .. deprecated:: 2.2
+             Will be removed in Flask 2.3. Customize
+             :attr:`json_provider_class` instead.
+
+        .. versionadded:: 0.10
+        """
+        import warnings
+
+        warnings.warn(
+            "'bp.json_encoder' is deprecated and will be removed in Flask 2.3."
+            " Customize 'app.json_provider_class' or 'app.json' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        return self._json_encoder
+
+    @json_encoder.setter
+    def json_encoder(self, value: t.Union[t.Type[json.JSONEncoder], None]) -> None:
+        import warnings
+
+        warnings.warn(
+            "'bp.json_encoder' is deprecated and will be removed in Flask 2.3."
+            " Customize 'app.json_provider_class' or 'app.json' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        self._json_encoder = value
+
+    @property  # type: ignore[override]
+    def json_decoder(  # type: ignore[override]
+        self,
+    ) -> t.Union[t.Type[json.JSONDecoder], None]:
+        """Blueprint-local JSON decoder class to use. Set to ``None`` to use the app's.
+
+        .. deprecated:: 2.2
+             Will be removed in Flask 2.3. Customize
+             :attr:`json_provider_class` instead.
+
+        .. versionadded:: 0.10
+        """
+        import warnings
+
+        warnings.warn(
+            "'bp.json_decoder' is deprecated and will be removed in Flask 2.3."
+            " Customize 'app.json_provider_class' or 'app.json' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        return self._json_decoder
+
+    @json_decoder.setter
+    def json_decoder(self, value: t.Union[t.Type[json.JSONDecoder], None]) -> None:
+        import warnings
+
+        warnings.warn(
+            "'bp.json_decoder' is deprecated and will be removed in Flask 2.3."
+            " Customize 'app.json_provider_class' or 'app.json' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        self._json_decoder = value
+
+    def __init__(
+        self,
+        name: str,
+        import_name: str,
+        static_folder: t.Optional[t.Union[str, os.PathLike]] = None,
+        static_url_path: t.Optional[str] = None,
+        template_folder: t.Optional[str] = None,
+        url_prefix: t.Optional[str] = None,
+        subdomain: t.Optional[str] = None,
+        url_defaults: t.Optional[dict] = None,
+        root_path: t.Optional[str] = None,
+        cli_group: t.Optional[str] = _sentinel,  # type: ignore
+    ):
+        super().__init__(
+            import_name=import_name,
+            static_folder=static_folder,
+            static_url_path=static_url_path,
+            template_folder=template_folder,
+            root_path=root_path,
+        )
+
+        if "." in name:
+            raise ValueError("'name' may not contain a dot '.' character.")
+
+        self.name = name
+        self.url_prefix = url_prefix
+        self.subdomain = subdomain
+        self.deferred_functions: t.List[DeferredSetupFunction] = []
+
+        if url_defaults is None:
+            url_defaults = {}
+
+        self.url_values_defaults = url_defaults
+        self.cli_group = cli_group
+        self._blueprints: t.List[t.Tuple["Blueprint", dict]] = []
+
+    def _check_setup_finished(self, f_name: str) -> None:
+        if self._got_registered_once:
+            import warnings
+
+            warnings.warn(
+                f"The setup method '{f_name}' can no longer be called on"
+                f" the blueprint '{self.name}'. It has already been"
+                " registered at least once, any changes will not be"
+                " applied consistently.\n"
+                "Make sure all imports, decorators, functions, etc."
+                " needed to set up the blueprint are done before"
+                " registering it.\n"
+                "This warning will become an exception in Flask 2.3.",
+                UserWarning,
+                stacklevel=3,
+            )
+
+    @setupmethod
+    def record(self, func: t.Callable) -> None:
+        """Registers a function that is called when the blueprint is
+        registered on the application.  This function is called with the
+        state as argument as returned by the :meth:`make_setup_state`
+        method.
+        """
+        self.deferred_functions.append(func)
+
+    @setupmethod
+    def record_once(self, func: t.Callable) -> None:
+        """Works like :meth:`record` but wraps the function in another
+        function that will ensure the function is only called once.  If the
+        blueprint is registered a second time on the application, the
+        function passed is not called.
+        """
+
+        def wrapper(state: BlueprintSetupState) -> None:
+            if state.first_registration:
+                func(state)
+
+        self.record(update_wrapper(wrapper, func))
+
+    def make_setup_state(
+        self, app: "Flask", options: dict, first_registration: bool = False
+    ) -> BlueprintSetupState:
+        """Creates an instance of :meth:`~flask.blueprints.BlueprintSetupState`
+        object that is later passed to the register callback functions.
+        Subclasses can override this to return a subclass of the setup state.
+        """
+        return BlueprintSetupState(self, app, options, first_registration)
+
+    @setupmethod
+    def register_blueprint(self, blueprint: "Blueprint", **options: t.Any) -> None:
+        """Register a :class:`~flask.Blueprint` on this blueprint. Keyword
+        arguments passed to this method will override the defaults set
+        on the blueprint.
+
+        .. versionchanged:: 2.0.1
+            The ``name`` option can be used to change the (pre-dotted)
+            name the blueprint is registered with. This allows the same
+            blueprint to be registered multiple times with unique names
+            for ``url_for``.
+
+        .. versionadded:: 2.0
+        """
+        if blueprint is self:
+            raise ValueError("Cannot register a blueprint on itself")
+        self._blueprints.append((blueprint, options))
+
+    def register(self, app: "Flask", options: dict) -> None:
+        """Called by :meth:`Flask.register_blueprint` to register all
+        views and callbacks registered on the blueprint with the
+        application. Creates a :class:`.BlueprintSetupState` and calls
+        each :meth:`record` callback with it.
+
+        :param app: The application this blueprint is being registered
+            with.
+        :param options: Keyword arguments forwarded from
+            :meth:`~Flask.register_blueprint`.
+
+        .. versionchanged:: 2.0.1
+            Nested blueprints are registered with their dotted name.
+            This allows different blueprints with the same name to be
+            nested at different locations.
+
+        .. versionchanged:: 2.0.1
+            The ``name`` option can be used to change the (pre-dotted)
+            name the blueprint is registered with. This allows the same
+            blueprint to be registered multiple times with unique names
+            for ``url_for``.
+
+        .. versionchanged:: 2.0.1
+            Registering the same blueprint with the same name multiple
+            times is deprecated and will become an error in Flask 2.1.
+        """
+        name_prefix = options.get("name_prefix", "")
+        self_name = options.get("name", self.name)
+        name = f"{name_prefix}.{self_name}".lstrip(".")
+
+        if name in app.blueprints:
+            bp_desc = "this" if app.blueprints[name] is self else "a different"
+            existing_at = f" '{name}'" if self_name != name else ""
+
+            raise ValueError(
+                f"The name '{self_name}' is already registered for"
+                f" {bp_desc} blueprint{existing_at}. Use 'name=' to"
+                f" provide a unique name."
+            )
+
+        first_bp_registration = not any(bp is self for bp in app.blueprints.values())
+        first_name_registration = name not in app.blueprints
+
+        app.blueprints[name] = self
+        self._got_registered_once = True
+        state = self.make_setup_state(app, options, first_bp_registration)
+
+        if self.has_static_folder:
+            state.add_url_rule(
+                f"{self.static_url_path}/<path:filename>",
+                view_func=self.send_static_file,
+                endpoint="static",
+            )
+
+        # Merge blueprint data into parent.
+        if first_bp_registration or first_name_registration:
+
+            def extend(bp_dict, parent_dict):
+                for key, values in bp_dict.items():
+                    key = name if key is None else f"{name}.{key}"
+                    parent_dict[key].extend(values)
+
+            for key, value in self.error_handler_spec.items():
+                key = name if key is None else f"{name}.{key}"
+                value = defaultdict(
+                    dict,
+                    {
+                        code: {
+                            exc_class: func for exc_class, func in code_values.items()
+                        }
+                        for code, code_values in value.items()
+                    },
+                )
+                app.error_handler_spec[key] = value
+
+            for endpoint, func in self.view_functions.items():
+                app.view_functions[endpoint] = func
+
+            extend(self.before_request_funcs, app.before_request_funcs)
+            extend(self.after_request_funcs, app.after_request_funcs)
+            extend(
+                self.teardown_request_funcs,
+                app.teardown_request_funcs,
+            )
+            extend(self.url_default_functions, app.url_default_functions)
+            extend(self.url_value_preprocessors, app.url_value_preprocessors)
+            extend(self.template_context_processors, app.template_context_processors)
+
+        for deferred in self.deferred_functions:
+            deferred(state)
+
+        cli_resolved_group = options.get("cli_group", self.cli_group)
+
+        if self.cli.commands:
+            if cli_resolved_group is None:
+                app.cli.commands.update(self.cli.commands)
+            elif cli_resolved_group is _sentinel:
+                self.cli.name = name
+                app.cli.add_command(self.cli)
+            else:
+                self.cli.name = cli_resolved_group
+                app.cli.add_command(self.cli)
+
+        for blueprint, bp_options in self._blueprints:
+            bp_options = bp_options.copy()
+            bp_url_prefix = bp_options.get("url_prefix")
+
+            if bp_url_prefix is None:
+                bp_url_prefix = blueprint.url_prefix
+
+            if state.url_prefix is not None and bp_url_prefix is not None:
+                bp_options["url_prefix"] = (
+                    state.url_prefix.rstrip("/") + "/" + bp_url_prefix.lstrip("/")
+                )
+            elif bp_url_prefix is not None:
+                bp_options["url_prefix"] = bp_url_prefix
+            elif state.url_prefix is not None:
+                bp_options["url_prefix"] = state.url_prefix
+
+            bp_options["name_prefix"] = name
+            blueprint.register(app, bp_options)
+
+    @setupmethod
+    def add_url_rule(
+        self,
+        rule: str,
+        endpoint: t.Optional[str] = None,
+        view_func: t.Optional[ft.RouteCallable] = None,
+        provide_automatic_options: t.Optional[bool] = None,
+        **options: t.Any,
+    ) -> None:
+        """Like :meth:`Flask.add_url_rule` but for a blueprint.  The endpoint for
+        the :func:`url_for` function is prefixed with the name of the blueprint.
+        """
+        if endpoint and "." in endpoint:
+            raise ValueError("'endpoint' may not contain a dot '.' character.")
+
+        if view_func and hasattr(view_func, "__name__") and "." in view_func.__name__:
+            raise ValueError("'view_func' name may not contain a dot '.' character.")
+
+        self.record(
+            lambda s: s.add_url_rule(
+                rule,
+                endpoint,
+                view_func,
+                provide_automatic_options=provide_automatic_options,
+                **options,
+            )
+        )
+
+    @setupmethod
+    def app_template_filter(
+        self, name: t.Optional[str] = None
+    ) -> t.Callable[[T_template_filter], T_template_filter]:
+        """Register a custom template filter, available application wide.  Like
+        :meth:`Flask.template_filter` but for a blueprint.
+
+        :param name: the optional name of the filter, otherwise the
+                     function name will be used.
+        """
+
+        def decorator(f: T_template_filter) -> T_template_filter:
+            self.add_app_template_filter(f, name=name)
+            return f
+
+        return decorator
+
+    @setupmethod
+    def add_app_template_filter(
+        self, f: ft.TemplateFilterCallable, name: t.Optional[str] = None
+    ) -> None:
+        """Register a custom template filter, available application wide.  Like
+        :meth:`Flask.add_template_filter` but for a blueprint.  Works exactly
+        like the :meth:`app_template_filter` decorator.
+
+        :param name: the optional name of the filter, otherwise the
+                     function name will be used.
+        """
+
+        def register_template(state: BlueprintSetupState) -> None:
+            state.app.jinja_env.filters[name or f.__name__] = f
+
+        self.record_once(register_template)
+
+    @setupmethod
+    def app_template_test(
+        self, name: t.Optional[str] = None
+    ) -> t.Callable[[T_template_test], T_template_test]:
+        """Register a custom template test, available application wide.  Like
+        :meth:`Flask.template_test` but for a blueprint.
+
+        .. versionadded:: 0.10
+
+        :param name: the optional name of the test, otherwise the
+                     function name will be used.
+        """
+
+        def decorator(f: T_template_test) -> T_template_test:
+            self.add_app_template_test(f, name=name)
+            return f
+
+        return decorator
+
+    @setupmethod
+    def add_app_template_test(
+        self, f: ft.TemplateTestCallable, name: t.Optional[str] = None
+    ) -> None:
+        """Register a custom template test, available application wide.  Like
+        :meth:`Flask.add_template_test` but for a blueprint.  Works exactly
+        like the :meth:`app_template_test` decorator.
+
+        .. versionadded:: 0.10
+
+        :param name: the optional name of the test, otherwise the
+                     function name will be used.
+        """
+
+        def register_template(state: BlueprintSetupState) -> None:
+            state.app.jinja_env.tests[name or f.__name__] = f
+
+        self.record_once(register_template)
+
+    @setupmethod
+    def app_template_global(
+        self, name: t.Optional[str] = None
+    ) -> t.Callable[[T_template_global], T_template_global]:
+        """Register a custom template global, available application wide.  Like
+        :meth:`Flask.template_global` but for a blueprint.
+
+        .. versionadded:: 0.10
+
+        :param name: the optional name of the global, otherwise the
+                     function name will be used.
+        """
+
+        def decorator(f: T_template_global) -> T_template_global:
+            self.add_app_template_global(f, name=name)
+            return f
+
+        return decorator
+
+    @setupmethod
+    def add_app_template_global(
+        self, f: ft.TemplateGlobalCallable, name: t.Optional[str] = None
+    ) -> None:
+        """Register a custom template global, available application wide.  Like
+        :meth:`Flask.add_template_global` but for a blueprint.  Works exactly
+        like the :meth:`app_template_global` decorator.
+
+        .. versionadded:: 0.10
+
+        :param name: the optional name of the global, otherwise the
+                     function name will be used.
+        """
+
+        def register_template(state: BlueprintSetupState) -> None:
+            state.app.jinja_env.globals[name or f.__name__] = f
+
+        self.record_once(register_template)
+
+    @setupmethod
+    def before_app_request(self, f: T_before_request) -> T_before_request:
+        """Like :meth:`Flask.before_request`.  Such a function is executed
+        before each request, even if outside of a blueprint.
+        """
+        self.record_once(
+            lambda s: s.app.before_request_funcs.setdefault(None, []).append(f)
+        )
+        return f
+
+    @setupmethod
+    def before_app_first_request(
+        self, f: T_before_first_request
+    ) -> T_before_first_request:
+        """Like :meth:`Flask.before_first_request`.  Such a function is
+        executed before the first request to the application.
+
+        .. deprecated:: 2.2
+            Will be removed in Flask 2.3. Run setup code when creating
+            the application instead.
+        """
+        import warnings
+
+        warnings.warn(
+            "'before_app_first_request' is deprecated and will be"
+            " removed in Flask 2.3. Use 'record_once' instead to run"
+            " setup code when registering the blueprint.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        self.record_once(lambda s: s.app.before_first_request_funcs.append(f))
+        return f
+
+    @setupmethod
+    def after_app_request(self, f: T_after_request) -> T_after_request:
+        """Like :meth:`Flask.after_request` but for a blueprint.  Such a function
+        is executed after each request, even if outside of the blueprint.
+        """
+        self.record_once(
+            lambda s: s.app.after_request_funcs.setdefault(None, []).append(f)
+        )
+        return f
+
+    @setupmethod
+    def teardown_app_request(self, f: T_teardown) -> T_teardown:
+        """Like :meth:`Flask.teardown_request` but for a blueprint.  Such a
+        function is executed when tearing down each request, even if outside of
+        the blueprint.
+        """
+        self.record_once(
+            lambda s: s.app.teardown_request_funcs.setdefault(None, []).append(f)
+        )
+        return f
+
+    @setupmethod
+    def app_context_processor(
+        self, f: T_template_context_processor
+    ) -> T_template_context_processor:
+        """Like :meth:`Flask.context_processor` but for a blueprint.  Such a
+        function is executed each request, even if outside of the blueprint.
+        """
+        self.record_once(
+            lambda s: s.app.template_context_processors.setdefault(None, []).append(f)
+        )
+        return f
+
+    @setupmethod
+    def app_errorhandler(
+        self, code: t.Union[t.Type[Exception], int]
+    ) -> t.Callable[[T_error_handler], T_error_handler]:
+        """Like :meth:`Flask.errorhandler` but for a blueprint.  This
+        handler is used for all requests, even if outside of the blueprint.
+        """
+
+        def decorator(f: T_error_handler) -> T_error_handler:
+            self.record_once(lambda s: s.app.errorhandler(code)(f))
+            return f
+
+        return decorator
+
+    @setupmethod
+    def app_url_value_preprocessor(
+        self, f: T_url_value_preprocessor
+    ) -> T_url_value_preprocessor:
+        """Same as :meth:`url_value_preprocessor` but application wide."""
+        self.record_once(
+            lambda s: s.app.url_value_preprocessors.setdefault(None, []).append(f)
+        )
+        return f
+
+    @setupmethod
+    def app_url_defaults(self, f: T_url_defaults) -> T_url_defaults:
+        """Same as :meth:`url_defaults` but application wide."""
+        self.record_once(
+            lambda s: s.app.url_default_functions.setdefault(None, []).append(f)
+        )
+        return f
diff --git a/venv/lib/python3.8/site-packages/flask/cli.py b/venv/lib/python3.8/site-packages/flask/cli.py
new file mode 100644
index 0000000..82fe819
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/cli.py
@@ -0,0 +1,1051 @@
+from __future__ import annotations
+
+import ast
+import inspect
+import os
+import platform
+import re
+import sys
+import traceback
+import typing as t
+from functools import update_wrapper
+from operator import attrgetter
+
+import click
+from click.core import ParameterSource
+from werkzeug import run_simple
+from werkzeug.serving import is_running_from_reloader
+from werkzeug.utils import import_string
+
+from .globals import current_app
+from .helpers import get_debug_flag
+from .helpers import get_load_dotenv
+
+if t.TYPE_CHECKING:
+    from .app import Flask
+
+
+class NoAppException(click.UsageError):
+    """Raised if an application cannot be found or loaded."""
+
+
+def find_best_app(module):
+    """Given a module instance this tries to find the best possible
+    application in the module or raises an exception.
+    """
+    from . import Flask
+
+    # Search for the most common names first.
+    for attr_name in ("app", "application"):
+        app = getattr(module, attr_name, None)
+
+        if isinstance(app, Flask):
+            return app
+
+    # Otherwise find the only object that is a Flask instance.
+    matches = [v for v in module.__dict__.values() if isinstance(v, Flask)]
+
+    if len(matches) == 1:
+        return matches[0]
+    elif len(matches) > 1:
+        raise NoAppException(
+            "Detected multiple Flask applications in module"
+            f" '{module.__name__}'. Use '{module.__name__}:name'"
+            " to specify the correct one."
+        )
+
+    # Search for app factory functions.
+    for attr_name in ("create_app", "make_app"):
+        app_factory = getattr(module, attr_name, None)
+
+        if inspect.isfunction(app_factory):
+            try:
+                app = app_factory()
+
+                if isinstance(app, Flask):
+                    return app
+            except TypeError as e:
+                if not _called_with_wrong_args(app_factory):
+                    raise
+
+                raise NoAppException(
+                    f"Detected factory '{attr_name}' in module '{module.__name__}',"
+                    " but could not call it without arguments. Use"
+                    f" '{module.__name__}:{attr_name}(args)'"
+                    " to specify arguments."
+                ) from e
+
+    raise NoAppException(
+        "Failed to find Flask application or factory in module"
+        f" '{module.__name__}'. Use '{module.__name__}:name'"
+        " to specify one."
+    )
+
+
+def _called_with_wrong_args(f):
+    """Check whether calling a function raised a ``TypeError`` because
+    the call failed or because something in the factory raised the
+    error.
+
+    :param f: The function that was called.
+    :return: ``True`` if the call failed.
+    """
+    tb = sys.exc_info()[2]
+
+    try:
+        while tb is not None:
+            if tb.tb_frame.f_code is f.__code__:
+                # In the function, it was called successfully.
+                return False
+
+            tb = tb.tb_next
+
+        # Didn't reach the function.
+        return True
+    finally:
+        # Delete tb to break a circular reference.
+        # https://docs.python.org/2/library/sys.html#sys.exc_info
+        del tb
+
+
+def find_app_by_string(module, app_name):
+    """Check if the given string is a variable name or a function. Call
+    a function to get the app instance, or return the variable directly.
+    """
+    from . import Flask
+
+    # Parse app_name as a single expression to determine if it's a valid
+    # attribute name or function call.
+    try:
+        expr = ast.parse(app_name.strip(), mode="eval").body
+    except SyntaxError:
+        raise NoAppException(
+            f"Failed to parse {app_name!r} as an attribute name or function call."
+        ) from None
+
+    if isinstance(expr, ast.Name):
+        name = expr.id
+        args = []
+        kwargs = {}
+    elif isinstance(expr, ast.Call):
+        # Ensure the function name is an attribute name only.
+        if not isinstance(expr.func, ast.Name):
+            raise NoAppException(
+                f"Function reference must be a simple name: {app_name!r}."
+            )
+
+        name = expr.func.id
+
+        # Parse the positional and keyword arguments as literals.
+        try:
+            args = [ast.literal_eval(arg) for arg in expr.args]
+            kwargs = {kw.arg: ast.literal_eval(kw.value) for kw in expr.keywords}
+        except ValueError:
+            # literal_eval gives cryptic error messages, show a generic
+            # message with the full expression instead.
+            raise NoAppException(
+                f"Failed to parse arguments as literal values: {app_name!r}."
+            ) from None
+    else:
+        raise NoAppException(
+            f"Failed to parse {app_name!r} as an attribute name or function call."
+        )
+
+    try:
+        attr = getattr(module, name)
+    except AttributeError as e:
+        raise NoAppException(
+            f"Failed to find attribute {name!r} in {module.__name__!r}."
+        ) from e
+
+    # If the attribute is a function, call it with any args and kwargs
+    # to get the real application.
+    if inspect.isfunction(attr):
+        try:
+            app = attr(*args, **kwargs)
+        except TypeError as e:
+            if not _called_with_wrong_args(attr):
+                raise
+
+            raise NoAppException(
+                f"The factory {app_name!r} in module"
+                f" {module.__name__!r} could not be called with the"
+                " specified arguments."
+            ) from e
+    else:
+        app = attr
+
+    if isinstance(app, Flask):
+        return app
+
+    raise NoAppException(
+        "A valid Flask application was not obtained from"
+        f" '{module.__name__}:{app_name}'."
+    )
+
+
+def prepare_import(path):
+    """Given a filename this will try to calculate the python path, add it
+    to the search path and return the actual module name that is expected.
+    """
+    path = os.path.realpath(path)
+
+    fname, ext = os.path.splitext(path)
+    if ext == ".py":
+        path = fname
+
+    if os.path.basename(path) == "__init__":
+        path = os.path.dirname(path)
+
+    module_name = []
+
+    # move up until outside package structure (no __init__.py)
+    while True:
+        path, name = os.path.split(path)
+        module_name.append(name)
+
+        if not os.path.exists(os.path.join(path, "__init__.py")):
+            break
+
+    if sys.path[0] != path:
+        sys.path.insert(0, path)
+
+    return ".".join(module_name[::-1])
+
+
+def locate_app(module_name, app_name, raise_if_not_found=True):
+    try:
+        __import__(module_name)
+    except ImportError:
+        # Reraise the ImportError if it occurred within the imported module.
+        # Determine this by checking whether the trace has a depth > 1.
+        if sys.exc_info()[2].tb_next:
+            raise NoAppException(
+                f"While importing {module_name!r}, an ImportError was"
+                f" raised:\n\n{traceback.format_exc()}"
+            ) from None
+        elif raise_if_not_found:
+            raise NoAppException(f"Could not import {module_name!r}.") from None
+        else:
+            return
+
+    module = sys.modules[module_name]
+
+    if app_name is None:
+        return find_best_app(module)
+    else:
+        return find_app_by_string(module, app_name)
+
+
+def get_version(ctx, param, value):
+    if not value or ctx.resilient_parsing:
+        return
+
+    import werkzeug
+    from . import __version__
+
+    click.echo(
+        f"Python {platform.python_version()}\n"
+        f"Flask {__version__}\n"
+        f"Werkzeug {werkzeug.__version__}",
+        color=ctx.color,
+    )
+    ctx.exit()
+
+
+version_option = click.Option(
+    ["--version"],
+    help="Show the Flask version.",
+    expose_value=False,
+    callback=get_version,
+    is_flag=True,
+    is_eager=True,
+)
+
+
+class ScriptInfo:
+    """Helper object to deal with Flask applications.  This is usually not
+    necessary to interface with as it's used internally in the dispatching
+    to click.  In future versions of Flask this object will most likely play
+    a bigger role.  Typically it's created automatically by the
+    :class:`FlaskGroup` but you can also manually create it and pass it
+    onwards as click object.
+    """
+
+    def __init__(
+        self,
+        app_import_path: str | None = None,
+        create_app: t.Callable[..., Flask] | None = None,
+        set_debug_flag: bool = True,
+    ) -> None:
+        #: Optionally the import path for the Flask application.
+        self.app_import_path = app_import_path
+        #: Optionally a function that is passed the script info to create
+        #: the instance of the application.
+        self.create_app = create_app
+        #: A dictionary with arbitrary data that can be associated with
+        #: this script info.
+        self.data: t.Dict[t.Any, t.Any] = {}
+        self.set_debug_flag = set_debug_flag
+        self._loaded_app: Flask | None = None
+
+    def load_app(self) -> Flask:
+        """Loads the Flask app (if not yet loaded) and returns it.  Calling
+        this multiple times will just result in the already loaded app to
+        be returned.
+        """
+        if self._loaded_app is not None:
+            return self._loaded_app
+
+        if self.create_app is not None:
+            app = self.create_app()
+        else:
+            if self.app_import_path:
+                path, name = (
+                    re.split(r":(?![\\/])", self.app_import_path, 1) + [None]
+                )[:2]
+                import_name = prepare_import(path)
+                app = locate_app(import_name, name)
+            else:
+                for path in ("wsgi.py", "app.py"):
+                    import_name = prepare_import(path)
+                    app = locate_app(import_name, None, raise_if_not_found=False)
+
+                    if app:
+                        break
+
+        if not app:
+            raise NoAppException(
+                "Could not locate a Flask application. Use the"
+                " 'flask --app' option, 'FLASK_APP' environment"
+                " variable, or a 'wsgi.py' or 'app.py' file in the"
+                " current directory."
+            )
+
+        if self.set_debug_flag:
+            # Update the app's debug flag through the descriptor so that
+            # other values repopulate as well.
+            app.debug = get_debug_flag()
+
+        self._loaded_app = app
+        return app
+
+
+pass_script_info = click.make_pass_decorator(ScriptInfo, ensure=True)
+
+
+def with_appcontext(f):
+    """Wraps a callback so that it's guaranteed to be executed with the
+    script's application context.
+
+    Custom commands (and their options) registered under ``app.cli`` or
+    ``blueprint.cli`` will always have an app context available, this
+    decorator is not required in that case.
+
+    .. versionchanged:: 2.2
+        The app context is active for subcommands as well as the
+        decorated callback. The app context is always available to
+        ``app.cli`` command and parameter callbacks.
+    """
+
+    @click.pass_context
+    def decorator(__ctx, *args, **kwargs):
+        if not current_app:
+            app = __ctx.ensure_object(ScriptInfo).load_app()
+            __ctx.with_resource(app.app_context())
+
+        return __ctx.invoke(f, *args, **kwargs)
+
+    return update_wrapper(decorator, f)
+
+
+class AppGroup(click.Group):
+    """This works similar to a regular click :class:`~click.Group` but it
+    changes the behavior of the :meth:`command` decorator so that it
+    automatically wraps the functions in :func:`with_appcontext`.
+
+    Not to be confused with :class:`FlaskGroup`.
+    """
+
+    def command(self, *args, **kwargs):
+        """This works exactly like the method of the same name on a regular
+        :class:`click.Group` but it wraps callbacks in :func:`with_appcontext`
+        unless it's disabled by passing ``with_appcontext=False``.
+        """
+        wrap_for_ctx = kwargs.pop("with_appcontext", True)
+
+        def decorator(f):
+            if wrap_for_ctx:
+                f = with_appcontext(f)
+            return click.Group.command(self, *args, **kwargs)(f)
+
+        return decorator
+
+    def group(self, *args, **kwargs):
+        """This works exactly like the method of the same name on a regular
+        :class:`click.Group` but it defaults the group class to
+        :class:`AppGroup`.
+        """
+        kwargs.setdefault("cls", AppGroup)
+        return click.Group.group(self, *args, **kwargs)
+
+
+def _set_app(ctx: click.Context, param: click.Option, value: str | None) -> str | None:
+    if value is None:
+        return None
+
+    info = ctx.ensure_object(ScriptInfo)
+    info.app_import_path = value
+    return value
+
+
+# This option is eager so the app will be available if --help is given.
+# --help is also eager, so --app must be before it in the param list.
+# no_args_is_help bypasses eager processing, so this option must be
+# processed manually in that case to ensure FLASK_APP gets picked up.
+_app_option = click.Option(
+    ["-A", "--app"],
+    metavar="IMPORT",
+    help=(
+        "The Flask application or factory function to load, in the form 'module:name'."
+        " Module can be a dotted import or file path. Name is not required if it is"
+        " 'app', 'application', 'create_app', or 'make_app', and can be 'name(args)' to"
+        " pass arguments."
+    ),
+    is_eager=True,
+    expose_value=False,
+    callback=_set_app,
+)
+
+
+def _set_debug(ctx: click.Context, param: click.Option, value: bool) -> bool | None:
+    # If the flag isn't provided, it will default to False. Don't use
+    # that, let debug be set by env in that case.
+    source = ctx.get_parameter_source(param.name)  # type: ignore[arg-type]
+
+    if source is not None and source in (
+        ParameterSource.DEFAULT,
+        ParameterSource.DEFAULT_MAP,
+    ):
+        return None
+
+    # Set with env var instead of ScriptInfo.load so that it can be
+    # accessed early during a factory function.
+    os.environ["FLASK_DEBUG"] = "1" if value else "0"
+    return value
+
+
+_debug_option = click.Option(
+    ["--debug/--no-debug"],
+    help="Set debug mode.",
+    expose_value=False,
+    callback=_set_debug,
+)
+
+
+def _env_file_callback(
+    ctx: click.Context, param: click.Option, value: str | None
+) -> str | None:
+    if value is None:
+        return None
+
+    import importlib
+
+    try:
+        importlib.import_module("dotenv")
+    except ImportError:
+        raise click.BadParameter(
+            "python-dotenv must be installed to load an env file.",
+            ctx=ctx,
+            param=param,
+        ) from None
+
+    # Don't check FLASK_SKIP_DOTENV, that only disables automatically
+    # loading .env and .flaskenv files.
+    load_dotenv(value)
+    return value
+
+
+# This option is eager so env vars are loaded as early as possible to be
+# used by other options.
+_env_file_option = click.Option(
+    ["-e", "--env-file"],
+    type=click.Path(exists=True, dir_okay=False),
+    help="Load environment variables from this file. python-dotenv must be installed.",
+    is_eager=True,
+    expose_value=False,
+    callback=_env_file_callback,
+)
+
+
+class FlaskGroup(AppGroup):
+    """Special subclass of the :class:`AppGroup` group that supports
+    loading more commands from the configured Flask app.  Normally a
+    developer does not have to interface with this class but there are
+    some very advanced use cases for which it makes sense to create an
+    instance of this. see :ref:`custom-scripts`.
+
+    :param add_default_commands: if this is True then the default run and
+        shell commands will be added.
+    :param add_version_option: adds the ``--version`` option.
+    :param create_app: an optional callback that is passed the script info and
+        returns the loaded app.
+    :param load_dotenv: Load the nearest :file:`.env` and :file:`.flaskenv`
+        files to set environment variables. Will also change the working
+        directory to the directory containing the first file found.
+    :param set_debug_flag: Set the app's debug flag.
+
+    .. versionchanged:: 2.2
+        Added the ``-A/--app``, ``--debug/--no-debug``, ``-e/--env-file`` options.
+
+    .. versionchanged:: 2.2
+        An app context is pushed when running ``app.cli`` commands, so
+        ``@with_appcontext`` is no longer required for those commands.
+
+    .. versionchanged:: 1.0
+        If installed, python-dotenv will be used to load environment variables
+        from :file:`.env` and :file:`.flaskenv` files.
+    """
+
+    def __init__(
+        self,
+        add_default_commands: bool = True,
+        create_app: t.Callable[..., Flask] | None = None,
+        add_version_option: bool = True,
+        load_dotenv: bool = True,
+        set_debug_flag: bool = True,
+        **extra: t.Any,
+    ) -> None:
+        params = list(extra.pop("params", None) or ())
+        # Processing is done with option callbacks instead of a group
+        # callback. This allows users to make a custom group callback
+        # without losing the behavior. --env-file must come first so
+        # that it is eagerly evaluated before --app.
+        params.extend((_env_file_option, _app_option, _debug_option))
+
+        if add_version_option:
+            params.append(version_option)
+
+        if "context_settings" not in extra:
+            extra["context_settings"] = {}
+
+        extra["context_settings"].setdefault("auto_envvar_prefix", "FLASK")
+
+        super().__init__(params=params, **extra)
+
+        self.create_app = create_app
+        self.load_dotenv = load_dotenv
+        self.set_debug_flag = set_debug_flag
+
+        if add_default_commands:
+            self.add_command(run_command)
+            self.add_command(shell_command)
+            self.add_command(routes_command)
+
+        self._loaded_plugin_commands = False
+
+    def _load_plugin_commands(self):
+        if self._loaded_plugin_commands:
+            return
+
+        if sys.version_info >= (3, 10):
+            from importlib import metadata
+        else:
+            # Use a backport on Python < 3.10. We technically have
+            # importlib.metadata on 3.8+, but the API changed in 3.10,
+            # so use the backport for consistency.
+            import importlib_metadata as metadata
+
+        for ep in metadata.entry_points(group="flask.commands"):
+            self.add_command(ep.load(), ep.name)
+
+        self._loaded_plugin_commands = True
+
+    def get_command(self, ctx, name):
+        self._load_plugin_commands()
+        # Look up built-in and plugin commands, which should be
+        # available even if the app fails to load.
+        rv = super().get_command(ctx, name)
+
+        if rv is not None:
+            return rv
+
+        info = ctx.ensure_object(ScriptInfo)
+
+        # Look up commands provided by the app, showing an error and
+        # continuing if the app couldn't be loaded.
+        try:
+            app = info.load_app()
+        except NoAppException as e:
+            click.secho(f"Error: {e.format_message()}\n", err=True, fg="red")
+            return None
+
+        # Push an app context for the loaded app unless it is already
+        # active somehow. This makes the context available to parameter
+        # and command callbacks without needing @with_appcontext.
+        if not current_app or current_app._get_current_object() is not app:
+            ctx.with_resource(app.app_context())
+
+        return app.cli.get_command(ctx, name)
+
+    def list_commands(self, ctx):
+        self._load_plugin_commands()
+        # Start with the built-in and plugin commands.
+        rv = set(super().list_commands(ctx))
+        info = ctx.ensure_object(ScriptInfo)
+
+        # Add commands provided by the app, showing an error and
+        # continuing if the app couldn't be loaded.
+        try:
+            rv.update(info.load_app().cli.list_commands(ctx))
+        except NoAppException as e:
+            # When an app couldn't be loaded, show the error message
+            # without the traceback.
+            click.secho(f"Error: {e.format_message()}\n", err=True, fg="red")
+        except Exception:
+            # When any other errors occurred during loading, show the
+            # full traceback.
+            click.secho(f"{traceback.format_exc()}\n", err=True, fg="red")
+
+        return sorted(rv)
+
+    def make_context(
+        self,
+        info_name: str | None,
+        args: list[str],
+        parent: click.Context | None = None,
+        **extra: t.Any,
+    ) -> click.Context:
+        # Set a flag to tell app.run to become a no-op. If app.run was
+        # not in a __name__ == __main__ guard, it would start the server
+        # when importing, blocking whatever command is being called.
+        os.environ["FLASK_RUN_FROM_CLI"] = "true"
+
+        # Attempt to load .env and .flask env files. The --env-file
+        # option can cause another file to be loaded.
+        if get_load_dotenv(self.load_dotenv):
+            load_dotenv()
+
+        if "obj" not in extra and "obj" not in self.context_settings:
+            extra["obj"] = ScriptInfo(
+                create_app=self.create_app, set_debug_flag=self.set_debug_flag
+            )
+
+        return super().make_context(info_name, args, parent=parent, **extra)
+
+    def parse_args(self, ctx: click.Context, args: list[str]) -> list[str]:
+        if not args and self.no_args_is_help:
+            # Attempt to load --env-file and --app early in case they
+            # were given as env vars. Otherwise no_args_is_help will not
+            # see commands from app.cli.
+            _env_file_option.handle_parse_result(ctx, {}, [])
+            _app_option.handle_parse_result(ctx, {}, [])
+
+        return super().parse_args(ctx, args)
+
+
+def _path_is_ancestor(path, other):
+    """Take ``other`` and remove the length of ``path`` from it. Then join it
+    to ``path``. If it is the original value, ``path`` is an ancestor of
+    ``other``."""
+    return os.path.join(path, other[len(path) :].lstrip(os.sep)) == other
+
+
+def load_dotenv(path: str | os.PathLike | None = None) -> bool:
+    """Load "dotenv" files in order of precedence to set environment variables.
+
+    If an env var is already set it is not overwritten, so earlier files in the
+    list are preferred over later files.
+
+    This is a no-op if `python-dotenv`_ is not installed.
+
+    .. _python-dotenv: https://github.com/theskumar/python-dotenv#readme
+
+    :param path: Load the file at this location instead of searching.
+    :return: ``True`` if a file was loaded.
+
+    .. versionchanged:: 2.0
+        The current directory is not changed to the location of the
+        loaded file.
+
+    .. versionchanged:: 2.0
+        When loading the env files, set the default encoding to UTF-8.
+
+    .. versionchanged:: 1.1.0
+        Returns ``False`` when python-dotenv is not installed, or when
+        the given path isn't a file.
+
+    .. versionadded:: 1.0
+    """
+    try:
+        import dotenv
+    except ImportError:
+        if path or os.path.isfile(".env") or os.path.isfile(".flaskenv"):
+            click.secho(
+                " * Tip: There are .env or .flaskenv files present."
+                ' Do "pip install python-dotenv" to use them.',
+                fg="yellow",
+                err=True,
+            )
+
+        return False
+
+    # Always return after attempting to load a given path, don't load
+    # the default files.
+    if path is not None:
+        if os.path.isfile(path):
+            return dotenv.load_dotenv(path, encoding="utf-8")
+
+        return False
+
+    loaded = False
+
+    for name in (".env", ".flaskenv"):
+        path = dotenv.find_dotenv(name, usecwd=True)
+
+        if not path:
+            continue
+
+        dotenv.load_dotenv(path, encoding="utf-8")
+        loaded = True
+
+    return loaded  # True if at least one file was located and loaded.
+
+
+def show_server_banner(debug, app_import_path):
+    """Show extra startup messages the first time the server is run,
+    ignoring the reloader.
+    """
+    if is_running_from_reloader():
+        return
+
+    if app_import_path is not None:
+        click.echo(f" * Serving Flask app '{app_import_path}'")
+
+    if debug is not None:
+        click.echo(f" * Debug mode: {'on' if debug else 'off'}")
+
+
+class CertParamType(click.ParamType):
+    """Click option type for the ``--cert`` option. Allows either an
+    existing file, the string ``'adhoc'``, or an import for a
+    :class:`~ssl.SSLContext` object.
+    """
+
+    name = "path"
+
+    def __init__(self):
+        self.path_type = click.Path(exists=True, dir_okay=False, resolve_path=True)
+
+    def convert(self, value, param, ctx):
+        try:
+            import ssl
+        except ImportError:
+            raise click.BadParameter(
+                'Using "--cert" requires Python to be compiled with SSL support.',
+                ctx,
+                param,
+            ) from None
+
+        try:
+            return self.path_type(value, param, ctx)
+        except click.BadParameter:
+            value = click.STRING(value, param, ctx).lower()
+
+            if value == "adhoc":
+                try:
+                    import cryptography  # noqa: F401
+                except ImportError:
+                    raise click.BadParameter(
+                        "Using ad-hoc certificates requires the cryptography library.",
+                        ctx,
+                        param,
+                    ) from None
+
+                return value
+
+            obj = import_string(value, silent=True)
+
+            if isinstance(obj, ssl.SSLContext):
+                return obj
+
+            raise
+
+
+def _validate_key(ctx, param, value):
+    """The ``--key`` option must be specified when ``--cert`` is a file.
+    Modifies the ``cert`` param to be a ``(cert, key)`` pair if needed.
+    """
+    cert = ctx.params.get("cert")
+    is_adhoc = cert == "adhoc"
+
+    try:
+        import ssl
+    except ImportError:
+        is_context = False
+    else:
+        is_context = isinstance(cert, ssl.SSLContext)
+
+    if value is not None:
+        if is_adhoc:
+            raise click.BadParameter(
+                'When "--cert" is "adhoc", "--key" is not used.', ctx, param
+            )
+
+        if is_context:
+            raise click.BadParameter(
+                'When "--cert" is an SSLContext object, "--key is not used.', ctx, param
+            )
+
+        if not cert:
+            raise click.BadParameter('"--cert" must also be specified.', ctx, param)
+
+        ctx.params["cert"] = cert, value
+
+    else:
+        if cert and not (is_adhoc or is_context):
+            raise click.BadParameter('Required when using "--cert".', ctx, param)
+
+    return value
+
+
+class SeparatedPathType(click.Path):
+    """Click option type that accepts a list of values separated by the
+    OS's path separator (``:``, ``;`` on Windows). Each value is
+    validated as a :class:`click.Path` type.
+    """
+
+    def convert(self, value, param, ctx):
+        items = self.split_envvar_value(value)
+        super_convert = super().convert
+        return [super_convert(item, param, ctx) for item in items]
+
+
+@click.command("run", short_help="Run a development server.")
+@click.option("--host", "-h", default="127.0.0.1", help="The interface to bind to.")
+@click.option("--port", "-p", default=5000, help="The port to bind to.")
+@click.option(
+    "--cert",
+    type=CertParamType(),
+    help="Specify a certificate file to use HTTPS.",
+    is_eager=True,
+)
+@click.option(
+    "--key",
+    type=click.Path(exists=True, dir_okay=False, resolve_path=True),
+    callback=_validate_key,
+    expose_value=False,
+    help="The key file to use when specifying a certificate.",
+)
+@click.option(
+    "--reload/--no-reload",
+    default=None,
+    help="Enable or disable the reloader. By default the reloader "
+    "is active if debug is enabled.",
+)
+@click.option(
+    "--debugger/--no-debugger",
+    default=None,
+    help="Enable or disable the debugger. By default the debugger "
+    "is active if debug is enabled.",
+)
+@click.option(
+    "--with-threads/--without-threads",
+    default=True,
+    help="Enable or disable multithreading.",
+)
+@click.option(
+    "--extra-files",
+    default=None,
+    type=SeparatedPathType(),
+    help=(
+        "Extra files that trigger a reload on change. Multiple paths"
+        f" are separated by {os.path.pathsep!r}."
+    ),
+)
+@click.option(
+    "--exclude-patterns",
+    default=None,
+    type=SeparatedPathType(),
+    help=(
+        "Files matching these fnmatch patterns will not trigger a reload"
+        " on change. Multiple patterns are separated by"
+        f" {os.path.pathsep!r}."
+    ),
+)
+@pass_script_info
+def run_command(
+    info,
+    host,
+    port,
+    reload,
+    debugger,
+    with_threads,
+    cert,
+    extra_files,
+    exclude_patterns,
+):
+    """Run a local development server.
+
+    This server is for development purposes only. It does not provide
+    the stability, security, or performance of production WSGI servers.
+
+    The reloader and debugger are enabled by default with the '--debug'
+    option.
+    """
+    try:
+        app = info.load_app()
+    except Exception as e:
+        if is_running_from_reloader():
+            # When reloading, print out the error immediately, but raise
+            # it later so the debugger or server can handle it.
+            traceback.print_exc()
+            err = e
+
+            def app(environ, start_response):
+                raise err from None
+
+        else:
+            # When not reloading, raise the error immediately so the
+            # command fails.
+            raise e from None
+
+    debug = get_debug_flag()
+
+    if reload is None:
+        reload = debug
+
+    if debugger is None:
+        debugger = debug
+
+    show_server_banner(debug, info.app_import_path)
+
+    run_simple(
+        host,
+        port,
+        app,
+        use_reloader=reload,
+        use_debugger=debugger,
+        threaded=with_threads,
+        ssl_context=cert,
+        extra_files=extra_files,
+        exclude_patterns=exclude_patterns,
+    )
+
+
+@click.command("shell", short_help="Run a shell in the app context.")
+@with_appcontext
+def shell_command() -> None:
+    """Run an interactive Python shell in the context of a given
+    Flask application.  The application will populate the default
+    namespace of this shell according to its configuration.
+
+    This is useful for executing small snippets of management code
+    without having to manually configure the application.
+    """
+    import code
+
+    banner = (
+        f"Python {sys.version} on {sys.platform}\n"
+        f"App: {current_app.import_name}\n"
+        f"Instance: {current_app.instance_path}"
+    )
+    ctx: dict = {}
+
+    # Support the regular Python interpreter startup script if someone
+    # is using it.
+    startup = os.environ.get("PYTHONSTARTUP")
+    if startup and os.path.isfile(startup):
+        with open(startup) as f:
+            eval(compile(f.read(), startup, "exec"), ctx)
+
+    ctx.update(current_app.make_shell_context())
+
+    # Site, customize, or startup script can set a hook to call when
+    # entering interactive mode. The default one sets up readline with
+    # tab and history completion.
+    interactive_hook = getattr(sys, "__interactivehook__", None)
+
+    if interactive_hook is not None:
+        try:
+            import readline
+            from rlcompleter import Completer
+        except ImportError:
+            pass
+        else:
+            # rlcompleter uses __main__.__dict__ by default, which is
+            # flask.__main__. Use the shell context instead.
+            readline.set_completer(Completer(ctx).complete)
+
+        interactive_hook()
+
+    code.interact(banner=banner, local=ctx)
+
+
+@click.command("routes", short_help="Show the routes for the app.")
+@click.option(
+    "--sort",
+    "-s",
+    type=click.Choice(("endpoint", "methods", "rule", "match")),
+    default="endpoint",
+    help=(
+        'Method to sort routes by. "match" is the order that Flask will match '
+        "routes when dispatching a request."
+    ),
+)
+@click.option("--all-methods", is_flag=True, help="Show HEAD and OPTIONS methods.")
+@with_appcontext
+def routes_command(sort: str, all_methods: bool) -> None:
+    """Show all registered routes with endpoints and methods."""
+
+    rules = list(current_app.url_map.iter_rules())
+    if not rules:
+        click.echo("No routes were registered.")
+        return
+
+    ignored_methods = set(() if all_methods else ("HEAD", "OPTIONS"))
+
+    if sort in ("endpoint", "rule"):
+        rules = sorted(rules, key=attrgetter(sort))
+    elif sort == "methods":
+        rules = sorted(rules, key=lambda rule: sorted(rule.methods))  # type: ignore
+
+    rule_methods = [
+        ", ".join(sorted(rule.methods - ignored_methods))  # type: ignore
+        for rule in rules
+    ]
+
+    headers = ("Endpoint", "Methods", "Rule")
+    widths = (
+        max(len(rule.endpoint) for rule in rules),
+        max(len(methods) for methods in rule_methods),
+        max(len(rule.rule) for rule in rules),
+    )
+    widths = [max(len(h), w) for h, w in zip(headers, widths)]
+    row = "{{0:<{0}}}  {{1:<{1}}}  {{2:<{2}}}".format(*widths)
+
+    click.echo(row.format(*headers).strip())
+    click.echo(row.format(*("-" * width for width in widths)))
+
+    for rule, methods in zip(rules, rule_methods):
+        click.echo(row.format(rule.endpoint, methods, rule.rule).rstrip())
+
+
+cli = FlaskGroup(
+    name="flask",
+    help="""\
+A general utility script for Flask applications.
+
+An application to load must be given with the '--app' option,
+'FLASK_APP' environment variable, or with a 'wsgi.py' or 'app.py' file
+in the current directory.
+""",
+)
+
+
+def main() -> None:
+    cli.main()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/venv/lib/python3.8/site-packages/flask/config.py b/venv/lib/python3.8/site-packages/flask/config.py
new file mode 120000
index 0000000..1f81a0b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/config.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/21/6a/87/79c1f8a680f1344520e14fd903509394be412990d7de87c6e14198ca2d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/flask/ctx.py b/venv/lib/python3.8/site-packages/flask/ctx.py
new file mode 100644
index 0000000..ca28449
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/ctx.py
@@ -0,0 +1,438 @@
+import contextvars
+import sys
+import typing as t
+from functools import update_wrapper
+from types import TracebackType
+
+from werkzeug.exceptions import HTTPException
+
+from . import typing as ft
+from .globals import _cv_app
+from .globals import _cv_request
+from .signals import appcontext_popped
+from .signals import appcontext_pushed
+
+if t.TYPE_CHECKING:  # pragma: no cover
+    from .app import Flask
+    from .sessions import SessionMixin
+    from .wrappers import Request
+
+
+# a singleton sentinel value for parameter defaults
+_sentinel = object()
+
+
+class _AppCtxGlobals:
+    """A plain object. Used as a namespace for storing data during an
+    application context.
+
+    Creating an app context automatically creates this object, which is
+    made available as the :data:`g` proxy.
+
+    .. describe:: 'key' in g
+
+        Check whether an attribute is present.
+
+        .. versionadded:: 0.10
+
+    .. describe:: iter(g)
+
+        Return an iterator over the attribute names.
+
+        .. versionadded:: 0.10
+    """
+
+    # Define attr methods to let mypy know this is a namespace object
+    # that has arbitrary attributes.
+
+    def __getattr__(self, name: str) -> t.Any:
+        try:
+            return self.__dict__[name]
+        except KeyError:
+            raise AttributeError(name) from None
+
+    def __setattr__(self, name: str, value: t.Any) -> None:
+        self.__dict__[name] = value
+
+    def __delattr__(self, name: str) -> None:
+        try:
+            del self.__dict__[name]
+        except KeyError:
+            raise AttributeError(name) from None
+
+    def get(self, name: str, default: t.Optional[t.Any] = None) -> t.Any:
+        """Get an attribute by name, or a default value. Like
+        :meth:`dict.get`.
+
+        :param name: Name of attribute to get.
+        :param default: Value to return if the attribute is not present.
+
+        .. versionadded:: 0.10
+        """
+        return self.__dict__.get(name, default)
+
+    def pop(self, name: str, default: t.Any = _sentinel) -> t.Any:
+        """Get and remove an attribute by name. Like :meth:`dict.pop`.
+
+        :param name: Name of attribute to pop.
+        :param default: Value to return if the attribute is not present,
+            instead of raising a ``KeyError``.
+
+        .. versionadded:: 0.11
+        """
+        if default is _sentinel:
+            return self.__dict__.pop(name)
+        else:
+            return self.__dict__.pop(name, default)
+
+    def setdefault(self, name: str, default: t.Any = None) -> t.Any:
+        """Get the value of an attribute if it is present, otherwise
+        set and return a default value. Like :meth:`dict.setdefault`.
+
+        :param name: Name of attribute to get.
+        :param default: Value to set and return if the attribute is not
+            present.
+
+        .. versionadded:: 0.11
+        """
+        return self.__dict__.setdefault(name, default)
+
+    def __contains__(self, item: str) -> bool:
+        return item in self.__dict__
+
+    def __iter__(self) -> t.Iterator[str]:
+        return iter(self.__dict__)
+
+    def __repr__(self) -> str:
+        ctx = _cv_app.get(None)
+        if ctx is not None:
+            return f"<flask.g of '{ctx.app.name}'>"
+        return object.__repr__(self)
+
+
+def after_this_request(f: ft.AfterRequestCallable) -> ft.AfterRequestCallable:
+    """Executes a function after this request.  This is useful to modify
+    response objects.  The function is passed the response object and has
+    to return the same or a new one.
+
+    Example::
+
+        @app.route('/')
+        def index():
+            @after_this_request
+            def add_header(response):
+                response.headers['X-Foo'] = 'Parachute'
+                return response
+            return 'Hello World!'
+
+    This is more useful if a function other than the view function wants to
+    modify a response.  For instance think of a decorator that wants to add
+    some headers without converting the return value into a response object.
+
+    .. versionadded:: 0.9
+    """
+    ctx = _cv_request.get(None)
+
+    if ctx is None:
+        raise RuntimeError(
+            "'after_this_request' can only be used when a request"
+            " context is active, such as in a view function."
+        )
+
+    ctx._after_request_functions.append(f)
+    return f
+
+
+def copy_current_request_context(f: t.Callable) -> t.Callable:
+    """A helper function that decorates a function to retain the current
+    request context.  This is useful when working with greenlets.  The moment
+    the function is decorated a copy of the request context is created and
+    then pushed when the function is called.  The current session is also
+    included in the copied request context.
+
+    Example::
+
+        import gevent
+        from flask import copy_current_request_context
+
+        @app.route('/')
+        def index():
+            @copy_current_request_context
+            def do_some_work():
+                # do some work here, it can access flask.request or
+                # flask.session like you would otherwise in the view function.
+                ...
+            gevent.spawn(do_some_work)
+            return 'Regular response'
+
+    .. versionadded:: 0.10
+    """
+    ctx = _cv_request.get(None)
+
+    if ctx is None:
+        raise RuntimeError(
+            "'copy_current_request_context' can only be used when a"
+            " request context is active, such as in a view function."
+        )
+
+    ctx = ctx.copy()
+
+    def wrapper(*args, **kwargs):
+        with ctx:
+            return ctx.app.ensure_sync(f)(*args, **kwargs)
+
+    return update_wrapper(wrapper, f)
+
+
+def has_request_context() -> bool:
+    """If you have code that wants to test if a request context is there or
+    not this function can be used.  For instance, you may want to take advantage
+    of request information if the request object is available, but fail
+    silently if it is unavailable.
+
+    ::
+
+        class User(db.Model):
+
+            def __init__(self, username, remote_addr=None):
+                self.username = username
+                if remote_addr is None and has_request_context():
+                    remote_addr = request.remote_addr
+                self.remote_addr = remote_addr
+
+    Alternatively you can also just test any of the context bound objects
+    (such as :class:`request` or :class:`g`) for truthness::
+
+        class User(db.Model):
+
+            def __init__(self, username, remote_addr=None):
+                self.username = username
+                if remote_addr is None and request:
+                    remote_addr = request.remote_addr
+                self.remote_addr = remote_addr
+
+    .. versionadded:: 0.7
+    """
+    return _cv_request.get(None) is not None
+
+
+def has_app_context() -> bool:
+    """Works like :func:`has_request_context` but for the application
+    context.  You can also just do a boolean check on the
+    :data:`current_app` object instead.
+
+    .. versionadded:: 0.9
+    """
+    return _cv_app.get(None) is not None
+
+
+class AppContext:
+    """The app context contains application-specific information. An app
+    context is created and pushed at the beginning of each request if
+    one is not already active. An app context is also pushed when
+    running CLI commands.
+    """
+
+    def __init__(self, app: "Flask") -> None:
+        self.app = app
+        self.url_adapter = app.create_url_adapter(None)
+        self.g: _AppCtxGlobals = app.app_ctx_globals_class()
+        self._cv_tokens: t.List[contextvars.Token] = []
+
+    def push(self) -> None:
+        """Binds the app context to the current context."""
+        self._cv_tokens.append(_cv_app.set(self))
+        appcontext_pushed.send(self.app)
+
+    def pop(self, exc: t.Optional[BaseException] = _sentinel) -> None:  # type: ignore
+        """Pops the app context."""
+        try:
+            if len(self._cv_tokens) == 1:
+                if exc is _sentinel:
+                    exc = sys.exc_info()[1]
+                self.app.do_teardown_appcontext(exc)
+        finally:
+            ctx = _cv_app.get()
+            _cv_app.reset(self._cv_tokens.pop())
+
+        if ctx is not self:
+            raise AssertionError(
+                f"Popped wrong app context. ({ctx!r} instead of {self!r})"
+            )
+
+        appcontext_popped.send(self.app)
+
+    def __enter__(self) -> "AppContext":
+        self.push()
+        return self
+
+    def __exit__(
+        self,
+        exc_type: t.Optional[type],
+        exc_value: t.Optional[BaseException],
+        tb: t.Optional[TracebackType],
+    ) -> None:
+        self.pop(exc_value)
+
+
+class RequestContext:
+    """The request context contains per-request information. The Flask
+    app creates and pushes it at the beginning of the request, then pops
+    it at the end of the request. It will create the URL adapter and
+    request object for the WSGI environment provided.
+
+    Do not attempt to use this class directly, instead use
+    :meth:`~flask.Flask.test_request_context` and
+    :meth:`~flask.Flask.request_context` to create this object.
+
+    When the request context is popped, it will evaluate all the
+    functions registered on the application for teardown execution
+    (:meth:`~flask.Flask.teardown_request`).
+
+    The request context is automatically popped at the end of the
+    request. When using the interactive debugger, the context will be
+    restored so ``request`` is still accessible. Similarly, the test
+    client can preserve the context after the request ends. However,
+    teardown functions may already have closed some resources such as
+    database connections.
+    """
+
+    def __init__(
+        self,
+        app: "Flask",
+        environ: dict,
+        request: t.Optional["Request"] = None,
+        session: t.Optional["SessionMixin"] = None,
+    ) -> None:
+        self.app = app
+        if request is None:
+            request = app.request_class(environ)
+            request.json_module = app.json  # type: ignore[misc]
+        self.request: Request = request
+        self.url_adapter = None
+        try:
+            self.url_adapter = app.create_url_adapter(self.request)
+        except HTTPException as e:
+            self.request.routing_exception = e
+        self.flashes: t.Optional[t.List[t.Tuple[str, str]]] = None
+        self.session: t.Optional["SessionMixin"] = session
+        # Functions that should be executed after the request on the response
+        # object.  These will be called before the regular "after_request"
+        # functions.
+        self._after_request_functions: t.List[ft.AfterRequestCallable] = []
+
+        self._cv_tokens: t.List[t.Tuple[contextvars.Token, t.Optional[AppContext]]] = []
+
+    def copy(self) -> "RequestContext":
+        """Creates a copy of this request context with the same request object.
+        This can be used to move a request context to a different greenlet.
+        Because the actual request object is the same this cannot be used to
+        move a request context to a different thread unless access to the
+        request object is locked.
+
+        .. versionadded:: 0.10
+
+        .. versionchanged:: 1.1
+           The current session object is used instead of reloading the original
+           data. This prevents `flask.session` pointing to an out-of-date object.
+        """
+        return self.__class__(
+            self.app,
+            environ=self.request.environ,
+            request=self.request,
+            session=self.session,
+        )
+
+    def match_request(self) -> None:
+        """Can be overridden by a subclass to hook into the matching
+        of the request.
+        """
+        try:
+            result = self.url_adapter.match(return_rule=True)  # type: ignore
+            self.request.url_rule, self.request.view_args = result  # type: ignore
+        except HTTPException as e:
+            self.request.routing_exception = e
+
+    def push(self) -> None:
+        # Before we push the request context we have to ensure that there
+        # is an application context.
+        app_ctx = _cv_app.get(None)
+
+        if app_ctx is None or app_ctx.app is not self.app:
+            app_ctx = self.app.app_context()
+            app_ctx.push()
+        else:
+            app_ctx = None
+
+        self._cv_tokens.append((_cv_request.set(self), app_ctx))
+
+        # Open the session at the moment that the request context is available.
+        # This allows a custom open_session method to use the request context.
+        # Only open a new session if this is the first time the request was
+        # pushed, otherwise stream_with_context loses the session.
+        if self.session is None:
+            session_interface = self.app.session_interface
+            self.session = session_interface.open_session(self.app, self.request)
+
+            if self.session is None:
+                self.session = session_interface.make_null_session(self.app)
+
+        # Match the request URL after loading the session, so that the
+        # session is available in custom URL converters.
+        if self.url_adapter is not None:
+            self.match_request()
+
+    def pop(self, exc: t.Optional[BaseException] = _sentinel) -> None:  # type: ignore
+        """Pops the request context and unbinds it by doing that.  This will
+        also trigger the execution of functions registered by the
+        :meth:`~flask.Flask.teardown_request` decorator.
+
+        .. versionchanged:: 0.9
+           Added the `exc` argument.
+        """
+        clear_request = len(self._cv_tokens) == 1
+
+        try:
+            if clear_request:
+                if exc is _sentinel:
+                    exc = sys.exc_info()[1]
+                self.app.do_teardown_request(exc)
+
+                request_close = getattr(self.request, "close", None)
+                if request_close is not None:
+                    request_close()
+        finally:
+            ctx = _cv_request.get()
+            token, app_ctx = self._cv_tokens.pop()
+            _cv_request.reset(token)
+
+            # get rid of circular dependencies at the end of the request
+            # so that we don't require the GC to be active.
+            if clear_request:
+                ctx.request.environ["werkzeug.request"] = None
+
+            if app_ctx is not None:
+                app_ctx.pop(exc)
+
+            if ctx is not self:
+                raise AssertionError(
+                    f"Popped wrong request context. ({ctx!r} instead of {self!r})"
+                )
+
+    def __enter__(self) -> "RequestContext":
+        self.push()
+        return self
+
+    def __exit__(
+        self,
+        exc_type: t.Optional[type],
+        exc_value: t.Optional[BaseException],
+        tb: t.Optional[TracebackType],
+    ) -> None:
+        self.pop(exc_value)
+
+    def __repr__(self) -> str:
+        return (
+            f"<{type(self).__name__} {self.request.url!r}"
+            f" [{self.request.method}] of {self.app.name}>"
+        )
diff --git a/venv/lib/python3.8/site-packages/flask/debughelpers.py b/venv/lib/python3.8/site-packages/flask/debughelpers.py
new file mode 100644
index 0000000..b063989
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/debughelpers.py
@@ -0,0 +1,158 @@
+import typing as t
+
+from .app import Flask
+from .blueprints import Blueprint
+from .globals import request_ctx
+
+
+class UnexpectedUnicodeError(AssertionError, UnicodeError):
+    """Raised in places where we want some better error reporting for
+    unexpected unicode or binary data.
+    """
+
+
+class DebugFilesKeyError(KeyError, AssertionError):
+    """Raised from request.files during debugging.  The idea is that it can
+    provide a better error message than just a generic KeyError/BadRequest.
+    """
+
+    def __init__(self, request, key):
+        form_matches = request.form.getlist(key)
+        buf = [
+            f"You tried to access the file {key!r} in the request.files"
+            " dictionary but it does not exist. The mimetype for the"
+            f" request is {request.mimetype!r} instead of"
+            " 'multipart/form-data' which means that no file contents"
+            " were transmitted. To fix this error you should provide"
+            ' enctype="multipart/form-data" in your form.'
+        ]
+        if form_matches:
+            names = ", ".join(repr(x) for x in form_matches)
+            buf.append(
+                "\n\nThe browser instead transmitted some file names. "
+                f"This was submitted: {names}"
+            )
+        self.msg = "".join(buf)
+
+    def __str__(self):
+        return self.msg
+
+
+class FormDataRoutingRedirect(AssertionError):
+    """This exception is raised in debug mode if a routing redirect
+    would cause the browser to drop the method or body. This happens
+    when method is not GET, HEAD or OPTIONS and the status code is not
+    307 or 308.
+    """
+
+    def __init__(self, request):
+        exc = request.routing_exception
+        buf = [
+            f"A request was sent to '{request.url}', but routing issued"
+            f" a redirect to the canonical URL '{exc.new_url}'."
+        ]
+
+        if f"{request.base_url}/" == exc.new_url.partition("?")[0]:
+            buf.append(
+                " The URL was defined with a trailing slash. Flask"
+                " will redirect to the URL with a trailing slash if it"
+                " was accessed without one."
+            )
+
+        buf.append(
+            " Send requests to the canonical URL, or use 307 or 308 for"
+            " routing redirects. Otherwise, browsers will drop form"
+            " data.\n\n"
+            "This exception is only raised in debug mode."
+        )
+        super().__init__("".join(buf))
+
+
+def attach_enctype_error_multidict(request):
+    """Patch ``request.files.__getitem__`` to raise a descriptive error
+    about ``enctype=multipart/form-data``.
+
+    :param request: The request to patch.
+    :meta private:
+    """
+    oldcls = request.files.__class__
+
+    class newcls(oldcls):
+        def __getitem__(self, key):
+            try:
+                return super().__getitem__(key)
+            except KeyError as e:
+                if key not in request.form:
+                    raise
+
+                raise DebugFilesKeyError(request, key).with_traceback(
+                    e.__traceback__
+                ) from None
+
+    newcls.__name__ = oldcls.__name__
+    newcls.__module__ = oldcls.__module__
+    request.files.__class__ = newcls
+
+
+def _dump_loader_info(loader) -> t.Generator:
+    yield f"class: {type(loader).__module__}.{type(loader).__name__}"
+    for key, value in sorted(loader.__dict__.items()):
+        if key.startswith("_"):
+            continue
+        if isinstance(value, (tuple, list)):
+            if not all(isinstance(x, str) for x in value):
+                continue
+            yield f"{key}:"
+            for item in value:
+                yield f"  - {item}"
+            continue
+        elif not isinstance(value, (str, int, float, bool)):
+            continue
+        yield f"{key}: {value!r}"
+
+
+def explain_template_loading_attempts(app: Flask, template, attempts) -> None:
+    """This should help developers understand what failed"""
+    info = [f"Locating template {template!r}:"]
+    total_found = 0
+    blueprint = None
+    if request_ctx and request_ctx.request.blueprint is not None:
+        blueprint = request_ctx.request.blueprint
+
+    for idx, (loader, srcobj, triple) in enumerate(attempts):
+        if isinstance(srcobj, Flask):
+            src_info = f"application {srcobj.import_name!r}"
+        elif isinstance(srcobj, Blueprint):
+            src_info = f"blueprint {srcobj.name!r} ({srcobj.import_name})"
+        else:
+            src_info = repr(srcobj)
+
+        info.append(f"{idx + 1:5}: trying loader of {src_info}")
+
+        for line in _dump_loader_info(loader):
+            info.append(f"       {line}")
+
+        if triple is None:
+            detail = "no match"
+        else:
+            detail = f"found ({triple[1] or '<string>'!r})"
+            total_found += 1
+        info.append(f"       -> {detail}")
+
+    seems_fishy = False
+    if total_found == 0:
+        info.append("Error: the template could not be found.")
+        seems_fishy = True
+    elif total_found > 1:
+        info.append("Warning: multiple loaders returned a match for the template.")
+        seems_fishy = True
+
+    if blueprint is not None and seems_fishy:
+        info.append(
+            "  The template was looked up from an endpoint that belongs"
+            f" to the blueprint {blueprint!r}."
+        )
+        info.append("  Maybe you did not place a template in the right folder?")
+        info.append("  See https://flask.palletsprojects.com/blueprints/#templates")
+
+    app.logger.info("\n".join(info))
diff --git a/venv/lib/python3.8/site-packages/flask/globals.py b/venv/lib/python3.8/site-packages/flask/globals.py
new file mode 100644
index 0000000..b230ef7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/globals.py
@@ -0,0 +1,107 @@
+import typing as t
+from contextvars import ContextVar
+
+from werkzeug.local import LocalProxy
+
+if t.TYPE_CHECKING:  # pragma: no cover
+    from .app import Flask
+    from .ctx import _AppCtxGlobals
+    from .ctx import AppContext
+    from .ctx import RequestContext
+    from .sessions import SessionMixin
+    from .wrappers import Request
+
+
+class _FakeStack:
+    def __init__(self, name: str, cv: ContextVar[t.Any]) -> None:
+        self.name = name
+        self.cv = cv
+
+    def _warn(self):
+        import warnings
+
+        warnings.warn(
+            f"'_{self.name}_ctx_stack' is deprecated and will be"
+            " removed in Flask 2.3. Use 'g' to store data, or"
+            f" '{self.name}_ctx' to access the current context.",
+            DeprecationWarning,
+            stacklevel=3,
+        )
+
+    def push(self, obj: t.Any) -> None:
+        self._warn()
+        self.cv.set(obj)
+
+    def pop(self) -> t.Any:
+        self._warn()
+        ctx = self.cv.get(None)
+        self.cv.set(None)
+        return ctx
+
+    @property
+    def top(self) -> t.Optional[t.Any]:
+        self._warn()
+        return self.cv.get(None)
+
+
+_no_app_msg = """\
+Working outside of application context.
+
+This typically means that you attempted to use functionality that needed
+the current application. To solve this, set up an application context
+with app.app_context(). See the documentation for more information.\
+"""
+_cv_app: ContextVar["AppContext"] = ContextVar("flask.app_ctx")
+__app_ctx_stack = _FakeStack("app", _cv_app)
+app_ctx: "AppContext" = LocalProxy(  # type: ignore[assignment]
+    _cv_app, unbound_message=_no_app_msg
+)
+current_app: "Flask" = LocalProxy(  # type: ignore[assignment]
+    _cv_app, "app", unbound_message=_no_app_msg
+)
+g: "_AppCtxGlobals" = LocalProxy(  # type: ignore[assignment]
+    _cv_app, "g", unbound_message=_no_app_msg
+)
+
+_no_req_msg = """\
+Working outside of request context.
+
+This typically means that you attempted to use functionality that needed
+an active HTTP request. Consult the documentation on testing for
+information about how to avoid this problem.\
+"""
+_cv_request: ContextVar["RequestContext"] = ContextVar("flask.request_ctx")
+__request_ctx_stack = _FakeStack("request", _cv_request)
+request_ctx: "RequestContext" = LocalProxy(  # type: ignore[assignment]
+    _cv_request, unbound_message=_no_req_msg
+)
+request: "Request" = LocalProxy(  # type: ignore[assignment]
+    _cv_request, "request", unbound_message=_no_req_msg
+)
+session: "SessionMixin" = LocalProxy(  # type: ignore[assignment]
+    _cv_request, "session", unbound_message=_no_req_msg
+)
+
+
+def __getattr__(name: str) -> t.Any:
+    if name == "_app_ctx_stack":
+        import warnings
+
+        warnings.warn(
+            "'_app_ctx_stack' is deprecated and will be remoevd in Flask 2.3.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        return __app_ctx_stack
+
+    if name == "_request_ctx_stack":
+        import warnings
+
+        warnings.warn(
+            "'_request_ctx_stack' is deprecated and will be remoevd in Flask 2.3.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+        return __request_ctx_stack
+
+    raise AttributeError(name)
diff --git a/venv/lib/python3.8/site-packages/flask/helpers.py b/venv/lib/python3.8/site-packages/flask/helpers.py
new file mode 100644
index 0000000..15990d0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/helpers.py
@@ -0,0 +1,705 @@
+import os
+import pkgutil
+import socket
+import sys
+import typing as t
+from datetime import datetime
+from functools import lru_cache
+from functools import update_wrapper
+from threading import RLock
+
+import werkzeug.utils
+from werkzeug.exceptions import abort as _wz_abort
+from werkzeug.utils import redirect as _wz_redirect
+
+from .globals import _cv_request
+from .globals import current_app
+from .globals import request
+from .globals import request_ctx
+from .globals import session
+from .signals import message_flashed
+
+if t.TYPE_CHECKING:  # pragma: no cover
+    from werkzeug.wrappers import Response as BaseResponse
+    from .wrappers import Response
+    import typing_extensions as te
+
+
+def get_env() -> str:
+    """Get the environment the app is running in, indicated by the
+    :envvar:`FLASK_ENV` environment variable. The default is
+    ``'production'``.
+
+    .. deprecated:: 2.2
+        Will be removed in Flask 2.3.
+    """
+    import warnings
+
+    warnings.warn(
+        "'FLASK_ENV' and 'get_env' are deprecated and will be removed"
+        " in Flask 2.3. Use 'FLASK_DEBUG' instead.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+    return os.environ.get("FLASK_ENV") or "production"
+
+
+def get_debug_flag() -> bool:
+    """Get whether debug mode should be enabled for the app, indicated by the
+    :envvar:`FLASK_DEBUG` environment variable. The default is ``False``.
+    """
+    val = os.environ.get("FLASK_DEBUG")
+
+    if not val:
+        env = os.environ.get("FLASK_ENV")
+
+        if env is not None:
+            print(
+                "'FLASK_ENV' is deprecated and will not be used in"
+                " Flask 2.3. Use 'FLASK_DEBUG' instead.",
+                file=sys.stderr,
+            )
+            return env == "development"
+
+        return False
+
+    return val.lower() not in {"0", "false", "no"}
+
+
+def get_load_dotenv(default: bool = True) -> bool:
+    """Get whether the user has disabled loading default dotenv files by
+    setting :envvar:`FLASK_SKIP_DOTENV`. The default is ``True``, load
+    the files.
+
+    :param default: What to return if the env var isn't set.
+    """
+    val = os.environ.get("FLASK_SKIP_DOTENV")
+
+    if not val:
+        return default
+
+    return val.lower() in ("0", "false", "no")
+
+
+def stream_with_context(
+    generator_or_function: t.Union[
+        t.Iterator[t.AnyStr], t.Callable[..., t.Iterator[t.AnyStr]]
+    ]
+) -> t.Iterator[t.AnyStr]:
+    """Request contexts disappear when the response is started on the server.
+    This is done for efficiency reasons and to make it less likely to encounter
+    memory leaks with badly written WSGI middlewares.  The downside is that if
+    you are using streamed responses, the generator cannot access request bound
+    information any more.
+
+    This function however can help you keep the context around for longer::
+
+        from flask import stream_with_context, request, Response
+
+        @app.route('/stream')
+        def streamed_response():
+            @stream_with_context
+            def generate():
+                yield 'Hello '
+                yield request.args['name']
+                yield '!'
+            return Response(generate())
+
+    Alternatively it can also be used around a specific generator::
+
+        from flask import stream_with_context, request, Response
+
+        @app.route('/stream')
+        def streamed_response():
+            def generate():
+                yield 'Hello '
+                yield request.args['name']
+                yield '!'
+            return Response(stream_with_context(generate()))
+
+    .. versionadded:: 0.9
+    """
+    try:
+        gen = iter(generator_or_function)  # type: ignore
+    except TypeError:
+
+        def decorator(*args: t.Any, **kwargs: t.Any) -> t.Any:
+            gen = generator_or_function(*args, **kwargs)  # type: ignore
+            return stream_with_context(gen)
+
+        return update_wrapper(decorator, generator_or_function)  # type: ignore
+
+    def generator() -> t.Generator:
+        ctx = _cv_request.get(None)
+        if ctx is None:
+            raise RuntimeError(
+                "'stream_with_context' can only be used when a request"
+                " context is active, such as in a view function."
+            )
+        with ctx:
+            # Dummy sentinel.  Has to be inside the context block or we're
+            # not actually keeping the context around.
+            yield None
+
+            # The try/finally is here so that if someone passes a WSGI level
+            # iterator in we're still running the cleanup logic.  Generators
+            # don't need that because they are closed on their destruction
+            # automatically.
+            try:
+                yield from gen
+            finally:
+                if hasattr(gen, "close"):
+                    gen.close()  # type: ignore
+
+    # The trick is to start the generator.  Then the code execution runs until
+    # the first dummy None is yielded at which point the context was already
+    # pushed.  This item is discarded.  Then when the iteration continues the
+    # real generator is executed.
+    wrapped_g = generator()
+    next(wrapped_g)
+    return wrapped_g
+
+
+def make_response(*args: t.Any) -> "Response":
+    """Sometimes it is necessary to set additional headers in a view.  Because
+    views do not have to return response objects but can return a value that
+    is converted into a response object by Flask itself, it becomes tricky to
+    add headers to it.  This function can be called instead of using a return
+    and you will get a response object which you can use to attach headers.
+
+    If view looked like this and you want to add a new header::
+
+        def index():
+            return render_template('index.html', foo=42)
+
+    You can now do something like this::
+
+        def index():
+            response = make_response(render_template('index.html', foo=42))
+            response.headers['X-Parachutes'] = 'parachutes are cool'
+            return response
+
+    This function accepts the very same arguments you can return from a
+    view function.  This for example creates a response with a 404 error
+    code::
+
+        response = make_response(render_template('not_found.html'), 404)
+
+    The other use case of this function is to force the return value of a
+    view function into a response which is helpful with view
+    decorators::
+
+        response = make_response(view_function())
+        response.headers['X-Parachutes'] = 'parachutes are cool'
+
+    Internally this function does the following things:
+
+    -   if no arguments are passed, it creates a new response argument
+    -   if one argument is passed, :meth:`flask.Flask.make_response`
+        is invoked with it.
+    -   if more than one argument is passed, the arguments are passed
+        to the :meth:`flask.Flask.make_response` function as tuple.
+
+    .. versionadded:: 0.6
+    """
+    if not args:
+        return current_app.response_class()
+    if len(args) == 1:
+        args = args[0]
+    return current_app.make_response(args)  # type: ignore
+
+
+def url_for(
+    endpoint: str,
+    *,
+    _anchor: t.Optional[str] = None,
+    _method: t.Optional[str] = None,
+    _scheme: t.Optional[str] = None,
+    _external: t.Optional[bool] = None,
+    **values: t.Any,
+) -> str:
+    """Generate a URL to the given endpoint with the given values.
+
+    This requires an active request or application context, and calls
+    :meth:`current_app.url_for() <flask.Flask.url_for>`. See that method
+    for full documentation.
+
+    :param endpoint: The endpoint name associated with the URL to
+        generate. If this starts with a ``.``, the current blueprint
+        name (if any) will be used.
+    :param _anchor: If given, append this as ``#anchor`` to the URL.
+    :param _method: If given, generate the URL associated with this
+        method for the endpoint.
+    :param _scheme: If given, the URL will have this scheme if it is
+        external.
+    :param _external: If given, prefer the URL to be internal (False) or
+        require it to be external (True). External URLs include the
+        scheme and domain. When not in an active request, URLs are
+        external by default.
+    :param values: Values to use for the variable parts of the URL rule.
+        Unknown keys are appended as query string arguments, like
+        ``?a=b&c=d``.
+
+    .. versionchanged:: 2.2
+        Calls ``current_app.url_for``, allowing an app to override the
+        behavior.
+
+    .. versionchanged:: 0.10
+       The ``_scheme`` parameter was added.
+
+    .. versionchanged:: 0.9
+       The ``_anchor`` and ``_method`` parameters were added.
+
+    .. versionchanged:: 0.9
+       Calls ``app.handle_url_build_error`` on build errors.
+    """
+    return current_app.url_for(
+        endpoint,
+        _anchor=_anchor,
+        _method=_method,
+        _scheme=_scheme,
+        _external=_external,
+        **values,
+    )
+
+
+def redirect(
+    location: str, code: int = 302, Response: t.Optional[t.Type["BaseResponse"]] = None
+) -> "BaseResponse":
+    """Create a redirect response object.
+
+    If :data:`~flask.current_app` is available, it will use its
+    :meth:`~flask.Flask.redirect` method, otherwise it will use
+    :func:`werkzeug.utils.redirect`.
+
+    :param location: The URL to redirect to.
+    :param code: The status code for the redirect.
+    :param Response: The response class to use. Not used when
+        ``current_app`` is active, which uses ``app.response_class``.
+
+    .. versionadded:: 2.2
+        Calls ``current_app.redirect`` if available instead of always
+        using Werkzeug's default ``redirect``.
+    """
+    if current_app:
+        return current_app.redirect(location, code=code)
+
+    return _wz_redirect(location, code=code, Response=Response)
+
+
+def abort(  # type: ignore[misc]
+    code: t.Union[int, "BaseResponse"], *args: t.Any, **kwargs: t.Any
+) -> "te.NoReturn":
+    """Raise an :exc:`~werkzeug.exceptions.HTTPException` for the given
+    status code.
+
+    If :data:`~flask.current_app` is available, it will call its
+    :attr:`~flask.Flask.aborter` object, otherwise it will use
+    :func:`werkzeug.exceptions.abort`.
+
+    :param code: The status code for the exception, which must be
+        registered in ``app.aborter``.
+    :param args: Passed to the exception.
+    :param kwargs: Passed to the exception.
+
+    .. versionadded:: 2.2
+        Calls ``current_app.aborter`` if available instead of always
+        using Werkzeug's default ``abort``.
+    """
+    if current_app:
+        current_app.aborter(code, *args, **kwargs)
+
+    _wz_abort(code, *args, **kwargs)
+
+
+def get_template_attribute(template_name: str, attribute: str) -> t.Any:
+    """Loads a macro (or variable) a template exports.  This can be used to
+    invoke a macro from within Python code.  If you for example have a
+    template named :file:`_cider.html` with the following contents:
+
+    .. sourcecode:: html+jinja
+
+       {% macro hello(name) %}Hello {{ name }}!{% endmacro %}
+
+    You can access this from Python code like this::
+
+        hello = get_template_attribute('_cider.html', 'hello')
+        return hello('World')
+
+    .. versionadded:: 0.2
+
+    :param template_name: the name of the template
+    :param attribute: the name of the variable of macro to access
+    """
+    return getattr(current_app.jinja_env.get_template(template_name).module, attribute)
+
+
+def flash(message: str, category: str = "message") -> None:
+    """Flashes a message to the next request.  In order to remove the
+    flashed message from the session and to display it to the user,
+    the template has to call :func:`get_flashed_messages`.
+
+    .. versionchanged:: 0.3
+       `category` parameter added.
+
+    :param message: the message to be flashed.
+    :param category: the category for the message.  The following values
+                     are recommended: ``'message'`` for any kind of message,
+                     ``'error'`` for errors, ``'info'`` for information
+                     messages and ``'warning'`` for warnings.  However any
+                     kind of string can be used as category.
+    """
+    # Original implementation:
+    #
+    #     session.setdefault('_flashes', []).append((category, message))
+    #
+    # This assumed that changes made to mutable structures in the session are
+    # always in sync with the session object, which is not true for session
+    # implementations that use external storage for keeping their keys/values.
+    flashes = session.get("_flashes", [])
+    flashes.append((category, message))
+    session["_flashes"] = flashes
+    message_flashed.send(
+        current_app._get_current_object(),  # type: ignore
+        message=message,
+        category=category,
+    )
+
+
+def get_flashed_messages(
+    with_categories: bool = False, category_filter: t.Iterable[str] = ()
+) -> t.Union[t.List[str], t.List[t.Tuple[str, str]]]:
+    """Pulls all flashed messages from the session and returns them.
+    Further calls in the same request to the function will return
+    the same messages.  By default just the messages are returned,
+    but when `with_categories` is set to ``True``, the return value will
+    be a list of tuples in the form ``(category, message)`` instead.
+
+    Filter the flashed messages to one or more categories by providing those
+    categories in `category_filter`.  This allows rendering categories in
+    separate html blocks.  The `with_categories` and `category_filter`
+    arguments are distinct:
+
+    * `with_categories` controls whether categories are returned with message
+      text (``True`` gives a tuple, where ``False`` gives just the message text).
+    * `category_filter` filters the messages down to only those matching the
+      provided categories.
+
+    See :doc:`/patterns/flashing` for examples.
+
+    .. versionchanged:: 0.3
+       `with_categories` parameter added.
+
+    .. versionchanged:: 0.9
+        `category_filter` parameter added.
+
+    :param with_categories: set to ``True`` to also receive categories.
+    :param category_filter: filter of categories to limit return values.  Only
+                            categories in the list will be returned.
+    """
+    flashes = request_ctx.flashes
+    if flashes is None:
+        flashes = session.pop("_flashes") if "_flashes" in session else []
+        request_ctx.flashes = flashes
+    if category_filter:
+        flashes = list(filter(lambda f: f[0] in category_filter, flashes))
+    if not with_categories:
+        return [x[1] for x in flashes]
+    return flashes
+
+
+def _prepare_send_file_kwargs(**kwargs: t.Any) -> t.Dict[str, t.Any]:
+    if kwargs.get("max_age") is None:
+        kwargs["max_age"] = current_app.get_send_file_max_age
+
+    kwargs.update(
+        environ=request.environ,
+        use_x_sendfile=current_app.config["USE_X_SENDFILE"],
+        response_class=current_app.response_class,
+        _root_path=current_app.root_path,  # type: ignore
+    )
+    return kwargs
+
+
+def send_file(
+    path_or_file: t.Union[os.PathLike, str, t.BinaryIO],
+    mimetype: t.Optional[str] = None,
+    as_attachment: bool = False,
+    download_name: t.Optional[str] = None,
+    conditional: bool = True,
+    etag: t.Union[bool, str] = True,
+    last_modified: t.Optional[t.Union[datetime, int, float]] = None,
+    max_age: t.Optional[
+        t.Union[int, t.Callable[[t.Optional[str]], t.Optional[int]]]
+    ] = None,
+) -> "Response":
+    """Send the contents of a file to the client.
+
+    The first argument can be a file path or a file-like object. Paths
+    are preferred in most cases because Werkzeug can manage the file and
+    get extra information from the path. Passing a file-like object
+    requires that the file is opened in binary mode, and is mostly
+    useful when building a file in memory with :class:`io.BytesIO`.
+
+    Never pass file paths provided by a user. The path is assumed to be
+    trusted, so a user could craft a path to access a file you didn't
+    intend. Use :func:`send_from_directory` to safely serve
+    user-requested paths from within a directory.
+
+    If the WSGI server sets a ``file_wrapper`` in ``environ``, it is
+    used, otherwise Werkzeug's built-in wrapper is used. Alternatively,
+    if the HTTP server supports ``X-Sendfile``, configuring Flask with
+    ``USE_X_SENDFILE = True`` will tell the server to send the given
+    path, which is much more efficient than reading it in Python.
+
+    :param path_or_file: The path to the file to send, relative to the
+        current working directory if a relative path is given.
+        Alternatively, a file-like object opened in binary mode. Make
+        sure the file pointer is seeked to the start of the data.
+    :param mimetype: The MIME type to send for the file. If not
+        provided, it will try to detect it from the file name.
+    :param as_attachment: Indicate to a browser that it should offer to
+        save the file instead of displaying it.
+    :param download_name: The default name browsers will use when saving
+        the file. Defaults to the passed file name.
+    :param conditional: Enable conditional and range responses based on
+        request headers. Requires passing a file path and ``environ``.
+    :param etag: Calculate an ETag for the file, which requires passing
+        a file path. Can also be a string to use instead.
+    :param last_modified: The last modified time to send for the file,
+        in seconds. If not provided, it will try to detect it from the
+        file path.
+    :param max_age: How long the client should cache the file, in
+        seconds. If set, ``Cache-Control`` will be ``public``, otherwise
+        it will be ``no-cache`` to prefer conditional caching.
+
+    .. versionchanged:: 2.0
+        ``download_name`` replaces the ``attachment_filename``
+        parameter. If ``as_attachment=False``, it is passed with
+        ``Content-Disposition: inline`` instead.
+
+    .. versionchanged:: 2.0
+        ``max_age`` replaces the ``cache_timeout`` parameter.
+        ``conditional`` is enabled and ``max_age`` is not set by
+        default.
+
+    .. versionchanged:: 2.0
+        ``etag`` replaces the ``add_etags`` parameter. It can be a
+        string to use instead of generating one.
+
+    .. versionchanged:: 2.0
+        Passing a file-like object that inherits from
+        :class:`~io.TextIOBase` will raise a :exc:`ValueError` rather
+        than sending an empty file.
+
+    .. versionadded:: 2.0
+        Moved the implementation to Werkzeug. This is now a wrapper to
+        pass some Flask-specific arguments.
+
+    .. versionchanged:: 1.1
+        ``filename`` may be a :class:`~os.PathLike` object.
+
+    .. versionchanged:: 1.1
+        Passing a :class:`~io.BytesIO` object supports range requests.
+
+    .. versionchanged:: 1.0.3
+        Filenames are encoded with ASCII instead of Latin-1 for broader
+        compatibility with WSGI servers.
+
+    .. versionchanged:: 1.0
+        UTF-8 filenames as specified in :rfc:`2231` are supported.
+
+    .. versionchanged:: 0.12
+        The filename is no longer automatically inferred from file
+        objects. If you want to use automatic MIME and etag support,
+        pass a filename via ``filename_or_fp`` or
+        ``attachment_filename``.
+
+    .. versionchanged:: 0.12
+        ``attachment_filename`` is preferred over ``filename`` for MIME
+        detection.
+
+    .. versionchanged:: 0.9
+        ``cache_timeout`` defaults to
+        :meth:`Flask.get_send_file_max_age`.
+
+    .. versionchanged:: 0.7
+        MIME guessing and etag support for file-like objects was
+        deprecated because it was unreliable. Pass a filename if you are
+        able to, otherwise attach an etag yourself.
+
+    .. versionchanged:: 0.5
+        The ``add_etags``, ``cache_timeout`` and ``conditional``
+        parameters were added. The default behavior is to add etags.
+
+    .. versionadded:: 0.2
+    """
+    return werkzeug.utils.send_file(  # type: ignore[return-value]
+        **_prepare_send_file_kwargs(
+            path_or_file=path_or_file,
+            environ=request.environ,
+            mimetype=mimetype,
+            as_attachment=as_attachment,
+            download_name=download_name,
+            conditional=conditional,
+            etag=etag,
+            last_modified=last_modified,
+            max_age=max_age,
+        )
+    )
+
+
+def send_from_directory(
+    directory: t.Union[os.PathLike, str],
+    path: t.Union[os.PathLike, str],
+    **kwargs: t.Any,
+) -> "Response":
+    """Send a file from within a directory using :func:`send_file`.
+
+    .. code-block:: python
+
+        @app.route("/uploads/<path:name>")
+        def download_file(name):
+            return send_from_directory(
+                app.config['UPLOAD_FOLDER'], name, as_attachment=True
+            )
+
+    This is a secure way to serve files from a folder, such as static
+    files or uploads. Uses :func:`~werkzeug.security.safe_join` to
+    ensure the path coming from the client is not maliciously crafted to
+    point outside the specified directory.
+
+    If the final path does not point to an existing regular file,
+    raises a 404 :exc:`~werkzeug.exceptions.NotFound` error.
+
+    :param directory: The directory that ``path`` must be located under,
+        relative to the current application's root path.
+    :param path: The path to the file to send, relative to
+        ``directory``.
+    :param kwargs: Arguments to pass to :func:`send_file`.
+
+    .. versionchanged:: 2.0
+        ``path`` replaces the ``filename`` parameter.
+
+    .. versionadded:: 2.0
+        Moved the implementation to Werkzeug. This is now a wrapper to
+        pass some Flask-specific arguments.
+
+    .. versionadded:: 0.5
+    """
+    return werkzeug.utils.send_from_directory(  # type: ignore[return-value]
+        directory, path, **_prepare_send_file_kwargs(**kwargs)
+    )
+
+
+def get_root_path(import_name: str) -> str:
+    """Find the root path of a package, or the path that contains a
+    module. If it cannot be found, returns the current working
+    directory.
+
+    Not to be confused with the value returned by :func:`find_package`.
+
+    :meta private:
+    """
+    # Module already imported and has a file attribute. Use that first.
+    mod = sys.modules.get(import_name)
+
+    if mod is not None and hasattr(mod, "__file__") and mod.__file__ is not None:
+        return os.path.dirname(os.path.abspath(mod.__file__))
+
+    # Next attempt: check the loader.
+    loader = pkgutil.get_loader(import_name)
+
+    # Loader does not exist or we're referring to an unloaded main
+    # module or a main module without path (interactive sessions), go
+    # with the current working directory.
+    if loader is None or import_name == "__main__":
+        return os.getcwd()
+
+    if hasattr(loader, "get_filename"):
+        filepath = loader.get_filename(import_name)  # type: ignore
+    else:
+        # Fall back to imports.
+        __import__(import_name)
+        mod = sys.modules[import_name]
+        filepath = getattr(mod, "__file__", None)
+
+        # If we don't have a file path it might be because it is a
+        # namespace package. In this case pick the root path from the
+        # first module that is contained in the package.
+        if filepath is None:
+            raise RuntimeError(
+                "No root path can be found for the provided module"
+                f" {import_name!r}. This can happen because the module"
+                " came from an import hook that does not provide file"
+                " name information or because it's a namespace package."
+                " In this case the root path needs to be explicitly"
+                " provided."
+            )
+
+    # filepath is import_name.py for a module, or __init__.py for a package.
+    return os.path.dirname(os.path.abspath(filepath))
+
+
+class locked_cached_property(werkzeug.utils.cached_property):
+    """A :func:`property` that is only evaluated once. Like
+    :class:`werkzeug.utils.cached_property` except access uses a lock
+    for thread safety.
+
+    .. versionchanged:: 2.0
+        Inherits from Werkzeug's ``cached_property`` (and ``property``).
+    """
+
+    def __init__(
+        self,
+        fget: t.Callable[[t.Any], t.Any],
+        name: t.Optional[str] = None,
+        doc: t.Optional[str] = None,
+    ) -> None:
+        super().__init__(fget, name=name, doc=doc)
+        self.lock = RLock()
+
+    def __get__(self, obj: object, type: type = None) -> t.Any:  # type: ignore
+        if obj is None:
+            return self
+
+        with self.lock:
+            return super().__get__(obj, type=type)
+
+    def __set__(self, obj: object, value: t.Any) -> None:
+        with self.lock:
+            super().__set__(obj, value)
+
+    def __delete__(self, obj: object) -> None:
+        with self.lock:
+            super().__delete__(obj)
+
+
+def is_ip(value: str) -> bool:
+    """Determine if the given string is an IP address.
+
+    :param value: value to check
+    :type value: str
+
+    :return: True if string is an IP address
+    :rtype: bool
+    """
+    for family in (socket.AF_INET, socket.AF_INET6):
+        try:
+            socket.inet_pton(family, value)
+        except OSError:
+            pass
+        else:
+            return True
+
+    return False
+
+
+@lru_cache(maxsize=None)
+def _split_blueprint_path(name: str) -> t.List[str]:
+    out: t.List[str] = [name]
+
+    if "." in name:
+        out.extend(_split_blueprint_path(name.rpartition(".")[0]))
+
+    return out
diff --git a/venv/lib/python3.8/site-packages/flask/json/__init__.py b/venv/lib/python3.8/site-packages/flask/json/__init__.py
new file mode 100644
index 0000000..65d8829
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/json/__init__.py
@@ -0,0 +1,342 @@
+from __future__ import annotations
+
+import json as _json
+import typing as t
+
+from jinja2.utils import htmlsafe_json_dumps as _jinja_htmlsafe_dumps
+
+from ..globals import current_app
+from .provider import _default
+
+if t.TYPE_CHECKING:  # pragma: no cover
+    from ..app import Flask
+    from ..wrappers import Response
+
+
+class JSONEncoder(_json.JSONEncoder):
+    """The default JSON encoder. Handles extra types compared to the
+    built-in :class:`json.JSONEncoder`.
+
+    -   :class:`datetime.datetime` and :class:`datetime.date` are
+        serialized to :rfc:`822` strings. This is the same as the HTTP
+        date format.
+    -   :class:`decimal.Decimal` is serialized to a string.
+    -   :class:`uuid.UUID` is serialized to a string.
+    -   :class:`dataclasses.dataclass` is passed to
+        :func:`dataclasses.asdict`.
+    -   :class:`~markupsafe.Markup` (or any object with a ``__html__``
+        method) will call the ``__html__`` method to get a string.
+
+    Assign a subclass of this to :attr:`flask.Flask.json_encoder` or
+    :attr:`flask.Blueprint.json_encoder` to override the default.
+
+    .. deprecated:: 2.2
+        Will be removed in Flask 2.3. Use ``app.json`` instead.
+    """
+
+    def __init__(self, **kwargs) -> None:
+        import warnings
+
+        warnings.warn(
+            "'JSONEncoder' is deprecated and will be removed in"
+            " Flask 2.3. Use 'Flask.json' to provide an alternate"
+            " JSON implementation instead.",
+            DeprecationWarning,
+            stacklevel=3,
+        )
+        super().__init__(**kwargs)
+
+    def default(self, o: t.Any) -> t.Any:
+        """Convert ``o`` to a JSON serializable type. See
+        :meth:`json.JSONEncoder.default`. Python does not support
+        overriding how basic types like ``str`` or ``list`` are
+        serialized, they are handled before this method.
+        """
+        return _default(o)
+
+
+class JSONDecoder(_json.JSONDecoder):
+    """The default JSON decoder.
+
+    This does not change any behavior from the built-in
+    :class:`json.JSONDecoder`.
+
+    Assign a subclass of this to :attr:`flask.Flask.json_decoder` or
+    :attr:`flask.Blueprint.json_decoder` to override the default.
+
+    .. deprecated:: 2.2
+        Will be removed in Flask 2.3. Use ``app.json`` instead.
+    """
+
+    def __init__(self, **kwargs) -> None:
+        import warnings
+
+        warnings.warn(
+            "'JSONDecoder' is deprecated and will be removed in"
+            " Flask 2.3. Use 'Flask.json' to provide an alternate"
+            " JSON implementation instead.",
+            DeprecationWarning,
+            stacklevel=3,
+        )
+        super().__init__(**kwargs)
+
+
+def dumps(obj: t.Any, *, app: Flask | None = None, **kwargs: t.Any) -> str:
+    """Serialize data as JSON.
+
+    If :data:`~flask.current_app` is available, it will use its
+    :meth:`app.json.dumps() <flask.json.provider.JSONProvider.dumps>`
+    method, otherwise it will use :func:`json.dumps`.
+
+    :param obj: The data to serialize.
+    :param kwargs: Arguments passed to the ``dumps`` implementation.
+
+    .. versionchanged:: 2.2
+        Calls ``current_app.json.dumps``, allowing an app to override
+        the behavior.
+
+    .. versionchanged:: 2.2
+        The ``app`` parameter will be removed in Flask 2.3.
+
+    .. versionchanged:: 2.0.2
+        :class:`decimal.Decimal` is supported by converting to a string.
+
+    .. versionchanged:: 2.0
+        ``encoding`` will be removed in Flask 2.1.
+
+    .. versionchanged:: 1.0.3
+        ``app`` can be passed directly, rather than requiring an app
+        context for configuration.
+    """
+    if app is not None:
+        import warnings
+
+        warnings.warn(
+            "The 'app' parameter is deprecated and will be removed in"
+            " Flask 2.3. Call 'app.json.dumps' directly instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+    else:
+        app = current_app
+
+    if app:
+        return app.json.dumps(obj, **kwargs)
+
+    kwargs.setdefault("default", _default)
+    return _json.dumps(obj, **kwargs)
+
+
+def dump(
+    obj: t.Any, fp: t.IO[str], *, app: Flask | None = None, **kwargs: t.Any
+) -> None:
+    """Serialize data as JSON and write to a file.
+
+    If :data:`~flask.current_app` is available, it will use its
+    :meth:`app.json.dump() <flask.json.provider.JSONProvider.dump>`
+    method, otherwise it will use :func:`json.dump`.
+
+    :param obj: The data to serialize.
+    :param fp: A file opened for writing text. Should use the UTF-8
+        encoding to be valid JSON.
+    :param kwargs: Arguments passed to the ``dump`` implementation.
+
+    .. versionchanged:: 2.2
+        Calls ``current_app.json.dump``, allowing an app to override
+        the behavior.
+
+    .. versionchanged:: 2.2
+        The ``app`` parameter will be removed in Flask 2.3.
+
+    .. versionchanged:: 2.0
+        Writing to a binary file, and the ``encoding`` argument, will be
+        removed in Flask 2.1.
+    """
+    if app is not None:
+        import warnings
+
+        warnings.warn(
+            "The 'app' parameter is deprecated and will be removed in"
+            " Flask 2.3. Call 'app.json.dump' directly instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+    else:
+        app = current_app
+
+    if app:
+        app.json.dump(obj, fp, **kwargs)
+    else:
+        kwargs.setdefault("default", _default)
+        _json.dump(obj, fp, **kwargs)
+
+
+def loads(s: str | bytes, *, app: Flask | None = None, **kwargs: t.Any) -> t.Any:
+    """Deserialize data as JSON.
+
+    If :data:`~flask.current_app` is available, it will use its
+    :meth:`app.json.loads() <flask.json.provider.JSONProvider.loads>`
+    method, otherwise it will use :func:`json.loads`.
+
+    :param s: Text or UTF-8 bytes.
+    :param kwargs: Arguments passed to the ``loads`` implementation.
+
+    .. versionchanged:: 2.2
+        Calls ``current_app.json.loads``, allowing an app to override
+        the behavior.
+
+    .. versionchanged:: 2.2
+        The ``app`` parameter will be removed in Flask 2.3.
+
+    .. versionchanged:: 2.0
+        ``encoding`` will be removed in Flask 2.1. The data must be a
+        string or UTF-8 bytes.
+
+    .. versionchanged:: 1.0.3
+        ``app`` can be passed directly, rather than requiring an app
+        context for configuration.
+    """
+    if app is not None:
+        import warnings
+
+        warnings.warn(
+            "The 'app' parameter is deprecated and will be removed in"
+            " Flask 2.3. Call 'app.json.loads' directly instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+    else:
+        app = current_app
+
+    if app:
+        return app.json.loads(s, **kwargs)
+
+    return _json.loads(s, **kwargs)
+
+
+def load(fp: t.IO[t.AnyStr], *, app: Flask | None = None, **kwargs: t.Any) -> t.Any:
+    """Deserialize data as JSON read from a file.
+
+    If :data:`~flask.current_app` is available, it will use its
+    :meth:`app.json.load() <flask.json.provider.JSONProvider.load>`
+    method, otherwise it will use :func:`json.load`.
+
+    :param fp: A file opened for reading text or UTF-8 bytes.
+    :param kwargs: Arguments passed to the ``load`` implementation.
+
+    .. versionchanged:: 2.2
+        Calls ``current_app.json.load``, allowing an app to override
+        the behavior.
+
+    .. versionchanged:: 2.2
+        The ``app`` parameter will be removed in Flask 2.3.
+
+    .. versionchanged:: 2.0
+        ``encoding`` will be removed in Flask 2.1. The file must be text
+        mode, or binary mode with UTF-8 bytes.
+    """
+    if app is not None:
+        import warnings
+
+        warnings.warn(
+            "The 'app' parameter is deprecated and will be removed in"
+            " Flask 2.3. Call 'app.json.load' directly instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+    else:
+        app = current_app
+
+    if app:
+        return app.json.load(fp, **kwargs)
+
+    return _json.load(fp, **kwargs)
+
+
+def htmlsafe_dumps(obj: t.Any, **kwargs: t.Any) -> str:
+    """Serialize an object to a string of JSON with :func:`dumps`, then
+    replace HTML-unsafe characters with Unicode escapes and mark the
+    result safe with :class:`~markupsafe.Markup`.
+
+    This is available in templates as the ``|tojson`` filter.
+
+    The returned string is safe to render in HTML documents and
+    ``<script>`` tags. The exception is in HTML attributes that are
+    double quoted; either use single quotes or the ``|forceescape``
+    filter.
+
+    .. deprecated:: 2.2
+        Will be removed in Flask 2.3. This is built-in to Jinja now.
+
+    .. versionchanged:: 2.0
+        Uses :func:`jinja2.utils.htmlsafe_json_dumps`. The returned
+        value is marked safe by wrapping in :class:`~markupsafe.Markup`.
+
+    .. versionchanged:: 0.10
+        Single quotes are escaped, making this safe to use in HTML,
+        ``<script>`` tags, and single-quoted attributes without further
+        escaping.
+    """
+    import warnings
+
+    warnings.warn(
+        "'htmlsafe_dumps' is deprecated and will be removed in Flask"
+        " 2.3. Use 'jinja2.utils.htmlsafe_json_dumps' instead.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+    return _jinja_htmlsafe_dumps(obj, dumps=dumps, **kwargs)
+
+
+def htmlsafe_dump(obj: t.Any, fp: t.IO[str], **kwargs: t.Any) -> None:
+    """Serialize an object to JSON written to a file object, replacing
+    HTML-unsafe characters with Unicode escapes. See
+    :func:`htmlsafe_dumps` and :func:`dumps`.
+
+    .. deprecated:: 2.2
+        Will be removed in Flask 2.3.
+    """
+    import warnings
+
+    warnings.warn(
+        "'htmlsafe_dump' is deprecated and will be removed in Flask"
+        " 2.3. Use 'jinja2.utils.htmlsafe_json_dumps' instead.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+    fp.write(htmlsafe_dumps(obj, **kwargs))
+
+
+def jsonify(*args: t.Any, **kwargs: t.Any) -> Response:
+    """Serialize the given arguments as JSON, and return a
+    :class:`~flask.Response` object with the ``application/json``
+    mimetype. A dict or list returned from a view will be converted to a
+    JSON response automatically without needing to call this.
+
+    This requires an active request or application context, and calls
+    :meth:`app.json.response() <flask.json.provider.JSONProvider.response>`.
+
+    In debug mode, the output is formatted with indentation to make it
+    easier to read. This may also be controlled by the provider.
+
+    Either positional or keyword arguments can be given, not both.
+    If no arguments are given, ``None`` is serialized.
+
+    :param args: A single value to serialize, or multiple values to
+        treat as a list to serialize.
+    :param kwargs: Treat as a dict to serialize.
+
+    .. versionchanged:: 2.2
+        Calls ``current_app.json.response``, allowing an app to override
+        the behavior.
+
+    .. versionchanged:: 2.0.2
+        :class:`decimal.Decimal` is supported by converting to a string.
+
+    .. versionchanged:: 0.11
+        Added support for serializing top-level arrays. This was a
+        security risk in ancient browsers. See :ref:`security-json`.
+
+    .. versionadded:: 0.2
+    """
+    return current_app.json.response(*args, **kwargs)
diff --git a/venv/lib/python3.8/site-packages/flask/json/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/flask/json/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/flask/json/__pycache__/tag.cpython-38.pyc b/venv/lib/python3.8/site-packages/flask/json/__pycache__/tag.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/flask/json/provider.py b/venv/lib/python3.8/site-packages/flask/json/provider.py
new file mode 100644
index 0000000..cb6aae8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/json/provider.py
@@ -0,0 +1,310 @@
+from __future__ import annotations
+
+import dataclasses
+import decimal
+import json
+import typing as t
+import uuid
+import weakref
+from datetime import date
+
+from werkzeug.http import http_date
+
+from ..globals import request
+
+if t.TYPE_CHECKING:  # pragma: no cover
+    from ..app import Flask
+    from ..wrappers import Response
+
+
+class JSONProvider:
+    """A standard set of JSON operations for an application. Subclasses
+    of this can be used to customize JSON behavior or use different
+    JSON libraries.
+
+    To implement a provider for a specific library, subclass this base
+    class and implement at least :meth:`dumps` and :meth:`loads`. All
+    other methods have default implementations.
+
+    To use a different provider, either subclass ``Flask`` and set
+    :attr:`~flask.Flask.json_provider_class` to a provider class, or set
+    :attr:`app.json <flask.Flask.json>` to an instance of the class.
+
+    :param app: An application instance. This will be stored as a
+        :class:`weakref.proxy` on the :attr:`_app` attribute.
+
+    .. versionadded:: 2.2
+    """
+
+    def __init__(self, app: Flask) -> None:
+        self._app = weakref.proxy(app)
+
+    def dumps(self, obj: t.Any, **kwargs: t.Any) -> str:
+        """Serialize data as JSON.
+
+        :param obj: The data to serialize.
+        :param kwargs: May be passed to the underlying JSON library.
+        """
+        raise NotImplementedError
+
+    def dump(self, obj: t.Any, fp: t.IO[str], **kwargs: t.Any) -> None:
+        """Serialize data as JSON and write to a file.
+
+        :param obj: The data to serialize.
+        :param fp: A file opened for writing text. Should use the UTF-8
+            encoding to be valid JSON.
+        :param kwargs: May be passed to the underlying JSON library.
+        """
+        fp.write(self.dumps(obj, **kwargs))
+
+    def loads(self, s: str | bytes, **kwargs: t.Any) -> t.Any:
+        """Deserialize data as JSON.
+
+        :param s: Text or UTF-8 bytes.
+        :param kwargs: May be passed to the underlying JSON library.
+        """
+        raise NotImplementedError
+
+    def load(self, fp: t.IO[t.AnyStr], **kwargs: t.Any) -> t.Any:
+        """Deserialize data as JSON read from a file.
+
+        :param fp: A file opened for reading text or UTF-8 bytes.
+        :param kwargs: May be passed to the underlying JSON library.
+        """
+        return self.loads(fp.read(), **kwargs)
+
+    def _prepare_response_obj(
+        self, args: t.Tuple[t.Any, ...], kwargs: t.Dict[str, t.Any]
+    ) -> t.Any:
+        if args and kwargs:
+            raise TypeError("app.json.response() takes either args or kwargs, not both")
+
+        if not args and not kwargs:
+            return None
+
+        if len(args) == 1:
+            return args[0]
+
+        return args or kwargs
+
+    def response(self, *args: t.Any, **kwargs: t.Any) -> Response:
+        """Serialize the given arguments as JSON, and return a
+        :class:`~flask.Response` object with the ``application/json``
+        mimetype.
+
+        The :func:`~flask.json.jsonify` function calls this method for
+        the current application.
+
+        Either positional or keyword arguments can be given, not both.
+        If no arguments are given, ``None`` is serialized.
+
+        :param args: A single value to serialize, or multiple values to
+            treat as a list to serialize.
+        :param kwargs: Treat as a dict to serialize.
+        """
+        obj = self._prepare_response_obj(args, kwargs)
+        return self._app.response_class(self.dumps(obj), mimetype="application/json")
+
+
+def _default(o: t.Any) -> t.Any:
+    if isinstance(o, date):
+        return http_date(o)
+
+    if isinstance(o, (decimal.Decimal, uuid.UUID)):
+        return str(o)
+
+    if dataclasses and dataclasses.is_dataclass(o):
+        return dataclasses.asdict(o)
+
+    if hasattr(o, "__html__"):
+        return str(o.__html__())
+
+    raise TypeError(f"Object of type {type(o).__name__} is not JSON serializable")
+
+
+class DefaultJSONProvider(JSONProvider):
+    """Provide JSON operations using Python's built-in :mod:`json`
+    library. Serializes the following additional data types:
+
+    -   :class:`datetime.datetime` and :class:`datetime.date` are
+        serialized to :rfc:`822` strings. This is the same as the HTTP
+        date format.
+    -   :class:`uuid.UUID` is serialized to a string.
+    -   :class:`dataclasses.dataclass` is passed to
+        :func:`dataclasses.asdict`.
+    -   :class:`~markupsafe.Markup` (or any object with a ``__html__``
+        method) will call the ``__html__`` method to get a string.
+    """
+
+    default: t.Callable[[t.Any], t.Any] = staticmethod(
+        _default
+    )  # type: ignore[assignment]
+    """Apply this function to any object that :meth:`json.dumps` does
+    not know how to serialize. It should return a valid JSON type or
+    raise a ``TypeError``.
+    """
+
+    ensure_ascii = True
+    """Replace non-ASCII characters with escape sequences. This may be
+    more compatible with some clients, but can be disabled for better
+    performance and size.
+    """
+
+    sort_keys = True
+    """Sort the keys in any serialized dicts. This may be useful for
+    some caching situations, but can be disabled for better performance.
+    When enabled, keys must all be strings, they are not converted
+    before sorting.
+    """
+
+    compact: bool | None = None
+    """If ``True``, or ``None`` out of debug mode, the :meth:`response`
+    output will not add indentation, newlines, or spaces. If ``False``,
+    or ``None`` in debug mode, it will use a non-compact representation.
+    """
+
+    mimetype = "application/json"
+    """The mimetype set in :meth:`response`."""
+
+    def dumps(self, obj: t.Any, **kwargs: t.Any) -> str:
+        """Serialize data as JSON to a string.
+
+        Keyword arguments are passed to :func:`json.dumps`. Sets some
+        parameter defaults from the :attr:`default`,
+        :attr:`ensure_ascii`, and :attr:`sort_keys` attributes.
+
+        :param obj: The data to serialize.
+        :param kwargs: Passed to :func:`json.dumps`.
+        """
+        cls = self._app._json_encoder
+        bp = self._app.blueprints.get(request.blueprint) if request else None
+
+        if bp is not None and bp._json_encoder is not None:
+            cls = bp._json_encoder
+
+        if cls is not None:
+            import warnings
+
+            warnings.warn(
+                "Setting 'json_encoder' on the app or a blueprint is"
+                " deprecated and will be removed in Flask 2.3."
+                " Customize 'app.json' instead.",
+                DeprecationWarning,
+            )
+            kwargs.setdefault("cls", cls)
+
+            if "default" not in cls.__dict__:
+                kwargs.setdefault("default", self.default)
+        else:
+            kwargs.setdefault("default", self.default)
+
+        ensure_ascii = self._app.config["JSON_AS_ASCII"]
+        sort_keys = self._app.config["JSON_SORT_KEYS"]
+
+        if ensure_ascii is not None:
+            import warnings
+
+            warnings.warn(
+                "The 'JSON_AS_ASCII' config key is deprecated and will"
+                " be removed in Flask 2.3. Set 'app.json.ensure_ascii'"
+                " instead.",
+                DeprecationWarning,
+            )
+        else:
+            ensure_ascii = self.ensure_ascii
+
+        if sort_keys is not None:
+            import warnings
+
+            warnings.warn(
+                "The 'JSON_SORT_KEYS' config key is deprecated and will"
+                " be removed in Flask 2.3. Set 'app.json.sort_keys'"
+                " instead.",
+                DeprecationWarning,
+            )
+        else:
+            sort_keys = self.sort_keys
+
+        kwargs.setdefault("ensure_ascii", ensure_ascii)
+        kwargs.setdefault("sort_keys", sort_keys)
+        return json.dumps(obj, **kwargs)
+
+    def loads(self, s: str | bytes, **kwargs: t.Any) -> t.Any:
+        """Deserialize data as JSON from a string or bytes.
+
+        :param s: Text or UTF-8 bytes.
+        :param kwargs: Passed to :func:`json.loads`.
+        """
+        cls = self._app._json_decoder
+        bp = self._app.blueprints.get(request.blueprint) if request else None
+
+        if bp is not None and bp._json_decoder is not None:
+            cls = bp._json_decoder
+
+        if cls is not None:
+            import warnings
+
+            warnings.warn(
+                "Setting 'json_decoder' on the app or a blueprint is"
+                " deprecated and will be removed in Flask 2.3."
+                " Customize 'app.json' instead.",
+                DeprecationWarning,
+            )
+            kwargs.setdefault("cls", cls)
+
+        return json.loads(s, **kwargs)
+
+    def response(self, *args: t.Any, **kwargs: t.Any) -> Response:
+        """Serialize the given arguments as JSON, and return a
+        :class:`~flask.Response` object with it. The response mimetype
+        will be "application/json" and can be changed with
+        :attr:`mimetype`.
+
+        If :attr:`compact` is ``False`` or debug mode is enabled, the
+        output will be formatted to be easier to read.
+
+        Either positional or keyword arguments can be given, not both.
+        If no arguments are given, ``None`` is serialized.
+
+        :param args: A single value to serialize, or multiple values to
+            treat as a list to serialize.
+        :param kwargs: Treat as a dict to serialize.
+        """
+        obj = self._prepare_response_obj(args, kwargs)
+        dump_args: t.Dict[str, t.Any] = {}
+        pretty = self._app.config["JSONIFY_PRETTYPRINT_REGULAR"]
+        mimetype = self._app.config["JSONIFY_MIMETYPE"]
+
+        if pretty is not None:
+            import warnings
+
+            warnings.warn(
+                "The 'JSONIFY_PRETTYPRINT_REGULAR' config key is"
+                " deprecated and will be removed in Flask 2.3. Set"
+                " 'app.json.compact' instead.",
+                DeprecationWarning,
+            )
+            compact: bool | None = not pretty
+        else:
+            compact = self.compact
+
+        if (compact is None and self._app.debug) or compact is False:
+            dump_args.setdefault("indent", 2)
+        else:
+            dump_args.setdefault("separators", (",", ":"))
+
+        if mimetype is not None:
+            import warnings
+
+            warnings.warn(
+                "The 'JSONIFY_MIMETYPE' config key is deprecated and"
+                " will be removed in Flask 2.3. Set 'app.json.mimetype'"
+                " instead.",
+                DeprecationWarning,
+            )
+        else:
+            mimetype = self.mimetype
+
+        return self._app.response_class(
+            f"{self.dumps(obj, **dump_args)}\n", mimetype=mimetype
+        )
diff --git a/venv/lib/python3.8/site-packages/flask/json/tag.py b/venv/lib/python3.8/site-packages/flask/json/tag.py
new file mode 120000
index 0000000..627343a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/json/tag.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7f/2b/37/1c12ecb161ee300209b9371fd8ad1b0ada2c78f04a5c85804991048e75
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/flask/logging.py b/venv/lib/python3.8/site-packages/flask/logging.py
new file mode 100644
index 0000000..8981b82
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/logging.py
@@ -0,0 +1,74 @@
+import logging
+import sys
+import typing as t
+
+from werkzeug.local import LocalProxy
+
+from .globals import request
+
+if t.TYPE_CHECKING:  # pragma: no cover
+    from .app import Flask
+
+
+@LocalProxy
+def wsgi_errors_stream() -> t.TextIO:
+    """Find the most appropriate error stream for the application. If a request
+    is active, log to ``wsgi.errors``, otherwise use ``sys.stderr``.
+
+    If you configure your own :class:`logging.StreamHandler`, you may want to
+    use this for the stream. If you are using file or dict configuration and
+    can't import this directly, you can refer to it as
+    ``ext://flask.logging.wsgi_errors_stream``.
+    """
+    return request.environ["wsgi.errors"] if request else sys.stderr
+
+
+def has_level_handler(logger: logging.Logger) -> bool:
+    """Check if there is a handler in the logging chain that will handle the
+    given logger's :meth:`effective level <~logging.Logger.getEffectiveLevel>`.
+    """
+    level = logger.getEffectiveLevel()
+    current = logger
+
+    while current:
+        if any(handler.level <= level for handler in current.handlers):
+            return True
+
+        if not current.propagate:
+            break
+
+        current = current.parent  # type: ignore
+
+    return False
+
+
+#: Log messages to :func:`~flask.logging.wsgi_errors_stream` with the format
+#: ``[%(asctime)s] %(levelname)s in %(module)s: %(message)s``.
+default_handler = logging.StreamHandler(wsgi_errors_stream)  # type: ignore
+default_handler.setFormatter(
+    logging.Formatter("[%(asctime)s] %(levelname)s in %(module)s: %(message)s")
+)
+
+
+def create_logger(app: "Flask") -> logging.Logger:
+    """Get the Flask app's logger and configure it if needed.
+
+    The logger name will be the same as
+    :attr:`app.import_name <flask.Flask.name>`.
+
+    When :attr:`~flask.Flask.debug` is enabled, set the logger level to
+    :data:`logging.DEBUG` if it is not set.
+
+    If there is no handler for the logger's effective level, add a
+    :class:`~logging.StreamHandler` for
+    :func:`~flask.logging.wsgi_errors_stream` with a basic format.
+    """
+    logger = logging.getLogger(app.name)
+
+    if app.debug and not logger.level:
+        logger.setLevel(logging.DEBUG)
+
+    if not has_level_handler(logger):
+        logger.addHandler(default_handler)
+
+    return logger
diff --git a/venv/lib/python3.8/site-packages/flask/py.typed b/venv/lib/python3.8/site-packages/flask/py.typed
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/py.typed
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/flask/scaffold.py b/venv/lib/python3.8/site-packages/flask/scaffold.py
new file mode 100644
index 0000000..1530a11
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/scaffold.py
@@ -0,0 +1,898 @@
+import importlib.util
+import json
+import os
+import pathlib
+import pkgutil
+import sys
+import typing as t
+from collections import defaultdict
+from datetime import timedelta
+from functools import update_wrapper
+
+from jinja2 import FileSystemLoader
+from werkzeug.exceptions import default_exceptions
+from werkzeug.exceptions import HTTPException
+
+from . import typing as ft
+from .cli import AppGroup
+from .globals import current_app
+from .helpers import get_root_path
+from .helpers import locked_cached_property
+from .helpers import send_from_directory
+from .templating import _default_template_ctx_processor
+
+if t.TYPE_CHECKING:  # pragma: no cover
+    from .wrappers import Response
+
+# a singleton sentinel value for parameter defaults
+_sentinel = object()
+
+F = t.TypeVar("F", bound=t.Callable[..., t.Any])
+T_after_request = t.TypeVar("T_after_request", bound=ft.AfterRequestCallable)
+T_before_request = t.TypeVar("T_before_request", bound=ft.BeforeRequestCallable)
+T_error_handler = t.TypeVar("T_error_handler", bound=ft.ErrorHandlerCallable)
+T_teardown = t.TypeVar("T_teardown", bound=ft.TeardownCallable)
+T_template_context_processor = t.TypeVar(
+    "T_template_context_processor", bound=ft.TemplateContextProcessorCallable
+)
+T_url_defaults = t.TypeVar("T_url_defaults", bound=ft.URLDefaultCallable)
+T_url_value_preprocessor = t.TypeVar(
+    "T_url_value_preprocessor", bound=ft.URLValuePreprocessorCallable
+)
+T_route = t.TypeVar("T_route", bound=ft.RouteCallable)
+
+
+def setupmethod(f: F) -> F:
+    f_name = f.__name__
+
+    def wrapper_func(self, *args: t.Any, **kwargs: t.Any) -> t.Any:
+        self._check_setup_finished(f_name)
+        return f(self, *args, **kwargs)
+
+    return t.cast(F, update_wrapper(wrapper_func, f))
+
+
+class Scaffold:
+    """Common behavior shared between :class:`~flask.Flask` and
+    :class:`~flask.blueprints.Blueprint`.
+
+    :param import_name: The import name of the module where this object
+        is defined. Usually :attr:`__name__` should be used.
+    :param static_folder: Path to a folder of static files to serve.
+        If this is set, a static route will be added.
+    :param static_url_path: URL prefix for the static route.
+    :param template_folder: Path to a folder containing template files.
+        for rendering. If this is set, a Jinja loader will be added.
+    :param root_path: The path that static, template, and resource files
+        are relative to. Typically not set, it is discovered based on
+        the ``import_name``.
+
+    .. versionadded:: 2.0
+    """
+
+    name: str
+    _static_folder: t.Optional[str] = None
+    _static_url_path: t.Optional[str] = None
+
+    #: JSON encoder class used by :func:`flask.json.dumps`. If a
+    #: blueprint sets this, it will be used instead of the app's value.
+    #:
+    #: .. deprecated:: 2.2
+    #:      Will be removed in Flask 2.3.
+    json_encoder: t.Union[t.Type[json.JSONEncoder], None] = None
+
+    #: JSON decoder class used by :func:`flask.json.loads`. If a
+    #: blueprint sets this, it will be used instead of the app's value.
+    #:
+    #: .. deprecated:: 2.2
+    #:      Will be removed in Flask 2.3.
+    json_decoder: t.Union[t.Type[json.JSONDecoder], None] = None
+
+    def __init__(
+        self,
+        import_name: str,
+        static_folder: t.Optional[t.Union[str, os.PathLike]] = None,
+        static_url_path: t.Optional[str] = None,
+        template_folder: t.Optional[str] = None,
+        root_path: t.Optional[str] = None,
+    ):
+        #: The name of the package or module that this object belongs
+        #: to. Do not change this once it is set by the constructor.
+        self.import_name = import_name
+
+        self.static_folder = static_folder  # type: ignore
+        self.static_url_path = static_url_path
+
+        #: The path to the templates folder, relative to
+        #: :attr:`root_path`, to add to the template loader. ``None`` if
+        #: templates should not be added.
+        self.template_folder = template_folder
+
+        if root_path is None:
+            root_path = get_root_path(self.import_name)
+
+        #: Absolute path to the package on the filesystem. Used to look
+        #: up resources contained in the package.
+        self.root_path = root_path
+
+        #: The Click command group for registering CLI commands for this
+        #: object. The commands are available from the ``flask`` command
+        #: once the application has been discovered and blueprints have
+        #: been registered.
+        self.cli = AppGroup()
+
+        #: A dictionary mapping endpoint names to view functions.
+        #:
+        #: To register a view function, use the :meth:`route` decorator.
+        #:
+        #: This data structure is internal. It should not be modified
+        #: directly and its format may change at any time.
+        self.view_functions: t.Dict[str, t.Callable] = {}
+
+        #: A data structure of registered error handlers, in the format
+        #: ``{scope: {code: {class: handler}}}``. The ``scope`` key is
+        #: the name of a blueprint the handlers are active for, or
+        #: ``None`` for all requests. The ``code`` key is the HTTP
+        #: status code for ``HTTPException``, or ``None`` for
+        #: other exceptions. The innermost dictionary maps exception
+        #: classes to handler functions.
+        #:
+        #: To register an error handler, use the :meth:`errorhandler`
+        #: decorator.
+        #:
+        #: This data structure is internal. It should not be modified
+        #: directly and its format may change at any time.
+        self.error_handler_spec: t.Dict[
+            ft.AppOrBlueprintKey,
+            t.Dict[t.Optional[int], t.Dict[t.Type[Exception], ft.ErrorHandlerCallable]],
+        ] = defaultdict(lambda: defaultdict(dict))
+
+        #: A data structure of functions to call at the beginning of
+        #: each request, in the format ``{scope: [functions]}``. The
+        #: ``scope`` key is the name of a blueprint the functions are
+        #: active for, or ``None`` for all requests.
+        #:
+        #: To register a function, use the :meth:`before_request`
+        #: decorator.
+        #:
+        #: This data structure is internal. It should not be modified
+        #: directly and its format may change at any time.
+        self.before_request_funcs: t.Dict[
+            ft.AppOrBlueprintKey, t.List[ft.BeforeRequestCallable]
+        ] = defaultdict(list)
+
+        #: A data structure of functions to call at the end of each
+        #: request, in the format ``{scope: [functions]}``. The
+        #: ``scope`` key is the name of a blueprint the functions are
+        #: active for, or ``None`` for all requests.
+        #:
+        #: To register a function, use the :meth:`after_request`
+        #: decorator.
+        #:
+        #: This data structure is internal. It should not be modified
+        #: directly and its format may change at any time.
+        self.after_request_funcs: t.Dict[
+            ft.AppOrBlueprintKey, t.List[ft.AfterRequestCallable]
+        ] = defaultdict(list)
+
+        #: A data structure of functions to call at the end of each
+        #: request even if an exception is raised, in the format
+        #: ``{scope: [functions]}``. The ``scope`` key is the name of a
+        #: blueprint the functions are active for, or ``None`` for all
+        #: requests.
+        #:
+        #: To register a function, use the :meth:`teardown_request`
+        #: decorator.
+        #:
+        #: This data structure is internal. It should not be modified
+        #: directly and its format may change at any time.
+        self.teardown_request_funcs: t.Dict[
+            ft.AppOrBlueprintKey, t.List[ft.TeardownCallable]
+        ] = defaultdict(list)
+
+        #: A data structure of functions to call to pass extra context
+        #: values when rendering templates, in the format
+        #: ``{scope: [functions]}``. The ``scope`` key is the name of a
+        #: blueprint the functions are active for, or ``None`` for all
+        #: requests.
+        #:
+        #: To register a function, use the :meth:`context_processor`
+        #: decorator.
+        #:
+        #: This data structure is internal. It should not be modified
+        #: directly and its format may change at any time.
+        self.template_context_processors: t.Dict[
+            ft.AppOrBlueprintKey, t.List[ft.TemplateContextProcessorCallable]
+        ] = defaultdict(list, {None: [_default_template_ctx_processor]})
+
+        #: A data structure of functions to call to modify the keyword
+        #: arguments passed to the view function, in the format
+        #: ``{scope: [functions]}``. The ``scope`` key is the name of a
+        #: blueprint the functions are active for, or ``None`` for all
+        #: requests.
+        #:
+        #: To register a function, use the
+        #: :meth:`url_value_preprocessor` decorator.
+        #:
+        #: This data structure is internal. It should not be modified
+        #: directly and its format may change at any time.
+        self.url_value_preprocessors: t.Dict[
+            ft.AppOrBlueprintKey,
+            t.List[ft.URLValuePreprocessorCallable],
+        ] = defaultdict(list)
+
+        #: A data structure of functions to call to modify the keyword
+        #: arguments when generating URLs, in the format
+        #: ``{scope: [functions]}``. The ``scope`` key is the name of a
+        #: blueprint the functions are active for, or ``None`` for all
+        #: requests.
+        #:
+        #: To register a function, use the :meth:`url_defaults`
+        #: decorator.
+        #:
+        #: This data structure is internal. It should not be modified
+        #: directly and its format may change at any time.
+        self.url_default_functions: t.Dict[
+            ft.AppOrBlueprintKey, t.List[ft.URLDefaultCallable]
+        ] = defaultdict(list)
+
+    def __repr__(self) -> str:
+        return f"<{type(self).__name__} {self.name!r}>"
+
+    def _check_setup_finished(self, f_name: str) -> None:
+        raise NotImplementedError
+
+    @property
+    def static_folder(self) -> t.Optional[str]:
+        """The absolute path to the configured static folder. ``None``
+        if no static folder is set.
+        """
+        if self._static_folder is not None:
+            return os.path.join(self.root_path, self._static_folder)
+        else:
+            return None
+
+    @static_folder.setter
+    def static_folder(self, value: t.Optional[t.Union[str, os.PathLike]]) -> None:
+        if value is not None:
+            value = os.fspath(value).rstrip(r"\/")
+
+        self._static_folder = value
+
+    @property
+    def has_static_folder(self) -> bool:
+        """``True`` if :attr:`static_folder` is set.
+
+        .. versionadded:: 0.5
+        """
+        return self.static_folder is not None
+
+    @property
+    def static_url_path(self) -> t.Optional[str]:
+        """The URL prefix that the static route will be accessible from.
+
+        If it was not configured during init, it is derived from
+        :attr:`static_folder`.
+        """
+        if self._static_url_path is not None:
+            return self._static_url_path
+
+        if self.static_folder is not None:
+            basename = os.path.basename(self.static_folder)
+            return f"/{basename}".rstrip("/")
+
+        return None
+
+    @static_url_path.setter
+    def static_url_path(self, value: t.Optional[str]) -> None:
+        if value is not None:
+            value = value.rstrip("/")
+
+        self._static_url_path = value
+
+    def get_send_file_max_age(self, filename: t.Optional[str]) -> t.Optional[int]:
+        """Used by :func:`send_file` to determine the ``max_age`` cache
+        value for a given file path if it wasn't passed.
+
+        By default, this returns :data:`SEND_FILE_MAX_AGE_DEFAULT` from
+        the configuration of :data:`~flask.current_app`. This defaults
+        to ``None``, which tells the browser to use conditional requests
+        instead of a timed cache, which is usually preferable.
+
+        .. versionchanged:: 2.0
+            The default configuration is ``None`` instead of 12 hours.
+
+        .. versionadded:: 0.9
+        """
+        value = current_app.config["SEND_FILE_MAX_AGE_DEFAULT"]
+
+        if value is None:
+            return None
+
+        if isinstance(value, timedelta):
+            return int(value.total_seconds())
+
+        return value
+
+    def send_static_file(self, filename: str) -> "Response":
+        """The view function used to serve files from
+        :attr:`static_folder`. A route is automatically registered for
+        this view at :attr:`static_url_path` if :attr:`static_folder` is
+        set.
+
+        .. versionadded:: 0.5
+        """
+        if not self.has_static_folder:
+            raise RuntimeError("'static_folder' must be set to serve static_files.")
+
+        # send_file only knows to call get_send_file_max_age on the app,
+        # call it here so it works for blueprints too.
+        max_age = self.get_send_file_max_age(filename)
+        return send_from_directory(
+            t.cast(str, self.static_folder), filename, max_age=max_age
+        )
+
+    @locked_cached_property
+    def jinja_loader(self) -> t.Optional[FileSystemLoader]:
+        """The Jinja loader for this object's templates. By default this
+        is a class :class:`jinja2.loaders.FileSystemLoader` to
+        :attr:`template_folder` if it is set.
+
+        .. versionadded:: 0.5
+        """
+        if self.template_folder is not None:
+            return FileSystemLoader(os.path.join(self.root_path, self.template_folder))
+        else:
+            return None
+
+    def open_resource(self, resource: str, mode: str = "rb") -> t.IO[t.AnyStr]:
+        """Open a resource file relative to :attr:`root_path` for
+        reading.
+
+        For example, if the file ``schema.sql`` is next to the file
+        ``app.py`` where the ``Flask`` app is defined, it can be opened
+        with:
+
+        .. code-block:: python
+
+            with app.open_resource("schema.sql") as f:
+                conn.executescript(f.read())
+
+        :param resource: Path to the resource relative to
+            :attr:`root_path`.
+        :param mode: Open the file in this mode. Only reading is
+            supported, valid values are "r" (or "rt") and "rb".
+        """
+        if mode not in {"r", "rt", "rb"}:
+            raise ValueError("Resources can only be opened for reading.")
+
+        return open(os.path.join(self.root_path, resource), mode)
+
+    def _method_route(
+        self,
+        method: str,
+        rule: str,
+        options: dict,
+    ) -> t.Callable[[T_route], T_route]:
+        if "methods" in options:
+            raise TypeError("Use the 'route' decorator to use the 'methods' argument.")
+
+        return self.route(rule, methods=[method], **options)
+
+    @setupmethod
+    def get(self, rule: str, **options: t.Any) -> t.Callable[[T_route], T_route]:
+        """Shortcut for :meth:`route` with ``methods=["GET"]``.
+
+        .. versionadded:: 2.0
+        """
+        return self._method_route("GET", rule, options)
+
+    @setupmethod
+    def post(self, rule: str, **options: t.Any) -> t.Callable[[T_route], T_route]:
+        """Shortcut for :meth:`route` with ``methods=["POST"]``.
+
+        .. versionadded:: 2.0
+        """
+        return self._method_route("POST", rule, options)
+
+    @setupmethod
+    def put(self, rule: str, **options: t.Any) -> t.Callable[[T_route], T_route]:
+        """Shortcut for :meth:`route` with ``methods=["PUT"]``.
+
+        .. versionadded:: 2.0
+        """
+        return self._method_route("PUT", rule, options)
+
+    @setupmethod
+    def delete(self, rule: str, **options: t.Any) -> t.Callable[[T_route], T_route]:
+        """Shortcut for :meth:`route` with ``methods=["DELETE"]``.
+
+        .. versionadded:: 2.0
+        """
+        return self._method_route("DELETE", rule, options)
+
+    @setupmethod
+    def patch(self, rule: str, **options: t.Any) -> t.Callable[[T_route], T_route]:
+        """Shortcut for :meth:`route` with ``methods=["PATCH"]``.
+
+        .. versionadded:: 2.0
+        """
+        return self._method_route("PATCH", rule, options)
+
+    @setupmethod
+    def route(self, rule: str, **options: t.Any) -> t.Callable[[T_route], T_route]:
+        """Decorate a view function to register it with the given URL
+        rule and options. Calls :meth:`add_url_rule`, which has more
+        details about the implementation.
+
+        .. code-block:: python
+
+            @app.route("/")
+            def index():
+                return "Hello, World!"
+
+        See :ref:`url-route-registrations`.
+
+        The endpoint name for the route defaults to the name of the view
+        function if the ``endpoint`` parameter isn't passed.
+
+        The ``methods`` parameter defaults to ``["GET"]``. ``HEAD`` and
+        ``OPTIONS`` are added automatically.
+
+        :param rule: The URL rule string.
+        :param options: Extra options passed to the
+            :class:`~werkzeug.routing.Rule` object.
+        """
+
+        def decorator(f: T_route) -> T_route:
+            endpoint = options.pop("endpoint", None)
+            self.add_url_rule(rule, endpoint, f, **options)
+            return f
+
+        return decorator
+
+    @setupmethod
+    def add_url_rule(
+        self,
+        rule: str,
+        endpoint: t.Optional[str] = None,
+        view_func: t.Optional[ft.RouteCallable] = None,
+        provide_automatic_options: t.Optional[bool] = None,
+        **options: t.Any,
+    ) -> None:
+        """Register a rule for routing incoming requests and building
+        URLs. The :meth:`route` decorator is a shortcut to call this
+        with the ``view_func`` argument. These are equivalent:
+
+        .. code-block:: python
+
+            @app.route("/")
+            def index():
+                ...
+
+        .. code-block:: python
+
+            def index():
+                ...
+
+            app.add_url_rule("/", view_func=index)
+
+        See :ref:`url-route-registrations`.
+
+        The endpoint name for the route defaults to the name of the view
+        function if the ``endpoint`` parameter isn't passed. An error
+        will be raised if a function has already been registered for the
+        endpoint.
+
+        The ``methods`` parameter defaults to ``["GET"]``. ``HEAD`` is
+        always added automatically, and ``OPTIONS`` is added
+        automatically by default.
+
+        ``view_func`` does not necessarily need to be passed, but if the
+        rule should participate in routing an endpoint name must be
+        associated with a view function at some point with the
+        :meth:`endpoint` decorator.
+
+        .. code-block:: python
+
+            app.add_url_rule("/", endpoint="index")
+
+            @app.endpoint("index")
+            def index():
+                ...
+
+        If ``view_func`` has a ``required_methods`` attribute, those
+        methods are added to the passed and automatic methods. If it
+        has a ``provide_automatic_methods`` attribute, it is used as the
+        default if the parameter is not passed.
+
+        :param rule: The URL rule string.
+        :param endpoint: The endpoint name to associate with the rule
+            and view function. Used when routing and building URLs.
+            Defaults to ``view_func.__name__``.
+        :param view_func: The view function to associate with the
+            endpoint name.
+        :param provide_automatic_options: Add the ``OPTIONS`` method and
+            respond to ``OPTIONS`` requests automatically.
+        :param options: Extra options passed to the
+            :class:`~werkzeug.routing.Rule` object.
+        """
+        raise NotImplementedError
+
+    @setupmethod
+    def endpoint(self, endpoint: str) -> t.Callable[[F], F]:
+        """Decorate a view function to register it for the given
+        endpoint. Used if a rule is added without a ``view_func`` with
+        :meth:`add_url_rule`.
+
+        .. code-block:: python
+
+            app.add_url_rule("/ex", endpoint="example")
+
+            @app.endpoint("example")
+            def example():
+                ...
+
+        :param endpoint: The endpoint name to associate with the view
+            function.
+        """
+
+        def decorator(f: F) -> F:
+            self.view_functions[endpoint] = f
+            return f
+
+        return decorator
+
+    @setupmethod
+    def before_request(self, f: T_before_request) -> T_before_request:
+        """Register a function to run before each request.
+
+        For example, this can be used to open a database connection, or
+        to load the logged in user from the session.
+
+        .. code-block:: python
+
+            @app.before_request
+            def load_user():
+                if "user_id" in session:
+                    g.user = db.session.get(session["user_id"])
+
+        The function will be called without any arguments. If it returns
+        a non-``None`` value, the value is handled as if it was the
+        return value from the view, and further request handling is
+        stopped.
+        """
+        self.before_request_funcs.setdefault(None, []).append(f)
+        return f
+
+    @setupmethod
+    def after_request(self, f: T_after_request) -> T_after_request:
+        """Register a function to run after each request to this object.
+
+        The function is called with the response object, and must return
+        a response object. This allows the functions to modify or
+        replace the response before it is sent.
+
+        If a function raises an exception, any remaining
+        ``after_request`` functions will not be called. Therefore, this
+        should not be used for actions that must execute, such as to
+        close resources. Use :meth:`teardown_request` for that.
+        """
+        self.after_request_funcs.setdefault(None, []).append(f)
+        return f
+
+    @setupmethod
+    def teardown_request(self, f: T_teardown) -> T_teardown:
+        """Register a function to be called when the request context is
+        popped. Typically this happens at the end of each request, but
+        contexts may be pushed manually as well during testing.
+
+        .. code-block:: python
+
+            with app.test_request_context():
+                ...
+
+        When the ``with`` block exits (or ``ctx.pop()`` is called), the
+        teardown functions are called just before the request context is
+        made inactive.
+
+        When a teardown function was called because of an unhandled
+        exception it will be passed an error object. If an
+        :meth:`errorhandler` is registered, it will handle the exception
+        and the teardown will not receive it.
+
+        Teardown functions must avoid raising exceptions. If they
+        execute code that might fail they must surround that code with a
+        ``try``/``except`` block and log any errors.
+
+        The return values of teardown functions are ignored.
+        """
+        self.teardown_request_funcs.setdefault(None, []).append(f)
+        return f
+
+    @setupmethod
+    def context_processor(
+        self,
+        f: T_template_context_processor,
+    ) -> T_template_context_processor:
+        """Registers a template context processor function."""
+        self.template_context_processors[None].append(f)
+        return f
+
+    @setupmethod
+    def url_value_preprocessor(
+        self,
+        f: T_url_value_preprocessor,
+    ) -> T_url_value_preprocessor:
+        """Register a URL value preprocessor function for all view
+        functions in the application. These functions will be called before the
+        :meth:`before_request` functions.
+
+        The function can modify the values captured from the matched url before
+        they are passed to the view. For example, this can be used to pop a
+        common language code value and place it in ``g`` rather than pass it to
+        every view.
+
+        The function is passed the endpoint name and values dict. The return
+        value is ignored.
+        """
+        self.url_value_preprocessors[None].append(f)
+        return f
+
+    @setupmethod
+    def url_defaults(self, f: T_url_defaults) -> T_url_defaults:
+        """Callback function for URL defaults for all view functions of the
+        application.  It's called with the endpoint and values and should
+        update the values passed in place.
+        """
+        self.url_default_functions[None].append(f)
+        return f
+
+    @setupmethod
+    def errorhandler(
+        self, code_or_exception: t.Union[t.Type[Exception], int]
+    ) -> t.Callable[[T_error_handler], T_error_handler]:
+        """Register a function to handle errors by code or exception class.
+
+        A decorator that is used to register a function given an
+        error code.  Example::
+
+            @app.errorhandler(404)
+            def page_not_found(error):
+                return 'This page does not exist', 404
+
+        You can also register handlers for arbitrary exceptions::
+
+            @app.errorhandler(DatabaseError)
+            def special_exception_handler(error):
+                return 'Database connection failed', 500
+
+        .. versionadded:: 0.7
+            Use :meth:`register_error_handler` instead of modifying
+            :attr:`error_handler_spec` directly, for application wide error
+            handlers.
+
+        .. versionadded:: 0.7
+           One can now additionally also register custom exception types
+           that do not necessarily have to be a subclass of the
+           :class:`~werkzeug.exceptions.HTTPException` class.
+
+        :param code_or_exception: the code as integer for the handler, or
+                                  an arbitrary exception
+        """
+
+        def decorator(f: T_error_handler) -> T_error_handler:
+            self.register_error_handler(code_or_exception, f)
+            return f
+
+        return decorator
+
+    @setupmethod
+    def register_error_handler(
+        self,
+        code_or_exception: t.Union[t.Type[Exception], int],
+        f: ft.ErrorHandlerCallable,
+    ) -> None:
+        """Alternative error attach function to the :meth:`errorhandler`
+        decorator that is more straightforward to use for non decorator
+        usage.
+
+        .. versionadded:: 0.7
+        """
+        exc_class, code = self._get_exc_class_and_code(code_or_exception)
+        self.error_handler_spec[None][code][exc_class] = f
+
+    @staticmethod
+    def _get_exc_class_and_code(
+        exc_class_or_code: t.Union[t.Type[Exception], int]
+    ) -> t.Tuple[t.Type[Exception], t.Optional[int]]:
+        """Get the exception class being handled. For HTTP status codes
+        or ``HTTPException`` subclasses, return both the exception and
+        status code.
+
+        :param exc_class_or_code: Any exception class, or an HTTP status
+            code as an integer.
+        """
+        exc_class: t.Type[Exception]
+
+        if isinstance(exc_class_or_code, int):
+            try:
+                exc_class = default_exceptions[exc_class_or_code]
+            except KeyError:
+                raise ValueError(
+                    f"'{exc_class_or_code}' is not a recognized HTTP"
+                    " error code. Use a subclass of HTTPException with"
+                    " that code instead."
+                ) from None
+        else:
+            exc_class = exc_class_or_code
+
+        if isinstance(exc_class, Exception):
+            raise TypeError(
+                f"{exc_class!r} is an instance, not a class. Handlers"
+                " can only be registered for Exception classes or HTTP"
+                " error codes."
+            )
+
+        if not issubclass(exc_class, Exception):
+            raise ValueError(
+                f"'{exc_class.__name__}' is not a subclass of Exception."
+                " Handlers can only be registered for Exception classes"
+                " or HTTP error codes."
+            )
+
+        if issubclass(exc_class, HTTPException):
+            return exc_class, exc_class.code
+        else:
+            return exc_class, None
+
+
+def _endpoint_from_view_func(view_func: t.Callable) -> str:
+    """Internal helper that returns the default endpoint for a given
+    function.  This always is the function name.
+    """
+    assert view_func is not None, "expected view func if endpoint is not provided."
+    return view_func.__name__
+
+
+def _matching_loader_thinks_module_is_package(loader, mod_name):
+    """Attempt to figure out if the given name is a package or a module.
+
+    :param: loader: The loader that handled the name.
+    :param mod_name: The name of the package or module.
+    """
+    # Use loader.is_package if it's available.
+    if hasattr(loader, "is_package"):
+        return loader.is_package(mod_name)
+
+    cls = type(loader)
+
+    # NamespaceLoader doesn't implement is_package, but all names it
+    # loads must be packages.
+    if cls.__module__ == "_frozen_importlib" and cls.__name__ == "NamespaceLoader":
+        return True
+
+    # Otherwise we need to fail with an error that explains what went
+    # wrong.
+    raise AttributeError(
+        f"'{cls.__name__}.is_package()' must be implemented for PEP 302"
+        f" import hooks."
+    )
+
+
+def _path_is_relative_to(path: pathlib.PurePath, base: str) -> bool:
+    # Path.is_relative_to doesn't exist until Python 3.9
+    try:
+        path.relative_to(base)
+        return True
+    except ValueError:
+        return False
+
+
+def _find_package_path(import_name):
+    """Find the path that contains the package or module."""
+    root_mod_name, _, _ = import_name.partition(".")
+
+    try:
+        root_spec = importlib.util.find_spec(root_mod_name)
+
+        if root_spec is None:
+            raise ValueError("not found")
+    # ImportError: the machinery told us it does not exist
+    # ValueError:
+    #    - the module name was invalid
+    #    - the module name is __main__
+    #    - *we* raised `ValueError` due to `root_spec` being `None`
+    except (ImportError, ValueError):
+        pass  # handled below
+    else:
+        # namespace package
+        if root_spec.origin in {"namespace", None}:
+            package_spec = importlib.util.find_spec(import_name)
+            if package_spec is not None and package_spec.submodule_search_locations:
+                # Pick the path in the namespace that contains the submodule.
+                package_path = pathlib.Path(
+                    os.path.commonpath(package_spec.submodule_search_locations)
+                )
+                search_locations = (
+                    location
+                    for location in root_spec.submodule_search_locations
+                    if _path_is_relative_to(package_path, location)
+                )
+            else:
+                # Pick the first path.
+                search_locations = iter(root_spec.submodule_search_locations)
+            return os.path.dirname(next(search_locations))
+        # a package (with __init__.py)
+        elif root_spec.submodule_search_locations:
+            return os.path.dirname(os.path.dirname(root_spec.origin))
+        # just a normal module
+        else:
+            return os.path.dirname(root_spec.origin)
+
+    # we were unable to find the `package_path` using PEP 451 loaders
+    loader = pkgutil.get_loader(root_mod_name)
+
+    if loader is None or root_mod_name == "__main__":
+        # import name is not found, or interactive/main module
+        return os.getcwd()
+
+    if hasattr(loader, "get_filename"):
+        filename = loader.get_filename(root_mod_name)
+    elif hasattr(loader, "archive"):
+        # zipimporter's loader.archive points to the .egg or .zip file.
+        filename = loader.archive
+    else:
+        # At least one loader is missing both get_filename and archive:
+        # Google App Engine's HardenedModulesHook, use __file__.
+        filename = importlib.import_module(root_mod_name).__file__
+
+    package_path = os.path.abspath(os.path.dirname(filename))
+
+    # If the imported name is a package, filename is currently pointing
+    # to the root of the package, need to get the current directory.
+    if _matching_loader_thinks_module_is_package(loader, root_mod_name):
+        package_path = os.path.dirname(package_path)
+
+    return package_path
+
+
+def find_package(import_name: str):
+    """Find the prefix that a package is installed under, and the path
+    that it would be imported from.
+
+    The prefix is the directory containing the standard directory
+    hierarchy (lib, bin, etc.). If the package is not installed to the
+    system (:attr:`sys.prefix`) or a virtualenv (``site-packages``),
+    ``None`` is returned.
+
+    The path is the entry in :attr:`sys.path` that contains the package
+    for import. If the package is not installed, it's assumed that the
+    package was imported from the current working directory.
+    """
+    package_path = _find_package_path(import_name)
+    py_prefix = os.path.abspath(sys.prefix)
+
+    # installed to the system
+    if _path_is_relative_to(pathlib.PurePath(package_path), py_prefix):
+        return py_prefix, package_path
+
+    site_parent, site_folder = os.path.split(package_path)
+
+    # installed to a virtualenv
+    if site_folder.lower() == "site-packages":
+        parent, folder = os.path.split(site_parent)
+
+        # Windows (prefix/lib/site-packages)
+        if folder.lower() == "lib":
+            return parent, package_path
+
+        # Unix (prefix/lib/pythonX.Y/site-packages)
+        if os.path.basename(parent).lower() == "lib":
+            return os.path.dirname(parent), package_path
+
+        # something else (prefix/site-packages)
+        return site_parent, package_path
+
+    # not installed
+    return None, package_path
diff --git a/venv/lib/python3.8/site-packages/flask/sessions.py b/venv/lib/python3.8/site-packages/flask/sessions.py
new file mode 100644
index 0000000..02b8cf7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/sessions.py
@@ -0,0 +1,419 @@
+import hashlib
+import typing as t
+import warnings
+from collections.abc import MutableMapping
+from datetime import datetime
+from datetime import timezone
+
+from itsdangerous import BadSignature
+from itsdangerous import URLSafeTimedSerializer
+from werkzeug.datastructures import CallbackDict
+
+from .helpers import is_ip
+from .json.tag import TaggedJSONSerializer
+
+if t.TYPE_CHECKING:  # pragma: no cover
+    import typing_extensions as te
+    from .app import Flask
+    from .wrappers import Request, Response
+
+
+class SessionMixin(MutableMapping):
+    """Expands a basic dictionary with session attributes."""
+
+    @property
+    def permanent(self) -> bool:
+        """This reflects the ``'_permanent'`` key in the dict."""
+        return self.get("_permanent", False)
+
+    @permanent.setter
+    def permanent(self, value: bool) -> None:
+        self["_permanent"] = bool(value)
+
+    #: Some implementations can detect whether a session is newly
+    #: created, but that is not guaranteed. Use with caution. The mixin
+    # default is hard-coded ``False``.
+    new = False
+
+    #: Some implementations can detect changes to the session and set
+    #: this when that happens. The mixin default is hard coded to
+    #: ``True``.
+    modified = True
+
+    #: Some implementations can detect when session data is read or
+    #: written and set this when that happens. The mixin default is hard
+    #: coded to ``True``.
+    accessed = True
+
+
+class SecureCookieSession(CallbackDict, SessionMixin):
+    """Base class for sessions based on signed cookies.
+
+    This session backend will set the :attr:`modified` and
+    :attr:`accessed` attributes. It cannot reliably track whether a
+    session is new (vs. empty), so :attr:`new` remains hard coded to
+    ``False``.
+    """
+
+    #: When data is changed, this is set to ``True``. Only the session
+    #: dictionary itself is tracked; if the session contains mutable
+    #: data (for example a nested dict) then this must be set to
+    #: ``True`` manually when modifying that data. The session cookie
+    #: will only be written to the response if this is ``True``.
+    modified = False
+
+    #: When data is read or written, this is set to ``True``. Used by
+    # :class:`.SecureCookieSessionInterface` to add a ``Vary: Cookie``
+    #: header, which allows caching proxies to cache different pages for
+    #: different users.
+    accessed = False
+
+    def __init__(self, initial: t.Any = None) -> None:
+        def on_update(self) -> None:
+            self.modified = True
+            self.accessed = True
+
+        super().__init__(initial, on_update)
+
+    def __getitem__(self, key: str) -> t.Any:
+        self.accessed = True
+        return super().__getitem__(key)
+
+    def get(self, key: str, default: t.Any = None) -> t.Any:
+        self.accessed = True
+        return super().get(key, default)
+
+    def setdefault(self, key: str, default: t.Any = None) -> t.Any:
+        self.accessed = True
+        return super().setdefault(key, default)
+
+
+class NullSession(SecureCookieSession):
+    """Class used to generate nicer error messages if sessions are not
+    available.  Will still allow read-only access to the empty session
+    but fail on setting.
+    """
+
+    def _fail(self, *args: t.Any, **kwargs: t.Any) -> "te.NoReturn":
+        raise RuntimeError(
+            "The session is unavailable because no secret "
+            "key was set.  Set the secret_key on the "
+            "application to something unique and secret."
+        )
+
+    __setitem__ = __delitem__ = clear = pop = popitem = update = setdefault = _fail  # type: ignore # noqa: B950
+    del _fail
+
+
+class SessionInterface:
+    """The basic interface you have to implement in order to replace the
+    default session interface which uses werkzeug's securecookie
+    implementation.  The only methods you have to implement are
+    :meth:`open_session` and :meth:`save_session`, the others have
+    useful defaults which you don't need to change.
+
+    The session object returned by the :meth:`open_session` method has to
+    provide a dictionary like interface plus the properties and methods
+    from the :class:`SessionMixin`.  We recommend just subclassing a dict
+    and adding that mixin::
+
+        class Session(dict, SessionMixin):
+            pass
+
+    If :meth:`open_session` returns ``None`` Flask will call into
+    :meth:`make_null_session` to create a session that acts as replacement
+    if the session support cannot work because some requirement is not
+    fulfilled.  The default :class:`NullSession` class that is created
+    will complain that the secret key was not set.
+
+    To replace the session interface on an application all you have to do
+    is to assign :attr:`flask.Flask.session_interface`::
+
+        app = Flask(__name__)
+        app.session_interface = MySessionInterface()
+
+    Multiple requests with the same session may be sent and handled
+    concurrently. When implementing a new session interface, consider
+    whether reads or writes to the backing store must be synchronized.
+    There is no guarantee on the order in which the session for each
+    request is opened or saved, it will occur in the order that requests
+    begin and end processing.
+
+    .. versionadded:: 0.8
+    """
+
+    #: :meth:`make_null_session` will look here for the class that should
+    #: be created when a null session is requested.  Likewise the
+    #: :meth:`is_null_session` method will perform a typecheck against
+    #: this type.
+    null_session_class = NullSession
+
+    #: A flag that indicates if the session interface is pickle based.
+    #: This can be used by Flask extensions to make a decision in regards
+    #: to how to deal with the session object.
+    #:
+    #: .. versionadded:: 0.10
+    pickle_based = False
+
+    def make_null_session(self, app: "Flask") -> NullSession:
+        """Creates a null session which acts as a replacement object if the
+        real session support could not be loaded due to a configuration
+        error.  This mainly aids the user experience because the job of the
+        null session is to still support lookup without complaining but
+        modifications are answered with a helpful error message of what
+        failed.
+
+        This creates an instance of :attr:`null_session_class` by default.
+        """
+        return self.null_session_class()
+
+    def is_null_session(self, obj: object) -> bool:
+        """Checks if a given object is a null session.  Null sessions are
+        not asked to be saved.
+
+        This checks if the object is an instance of :attr:`null_session_class`
+        by default.
+        """
+        return isinstance(obj, self.null_session_class)
+
+    def get_cookie_name(self, app: "Flask") -> str:
+        """The name of the session cookie. Uses``app.config["SESSION_COOKIE_NAME"]``."""
+        return app.config["SESSION_COOKIE_NAME"]
+
+    def get_cookie_domain(self, app: "Flask") -> t.Optional[str]:
+        """Returns the domain that should be set for the session cookie.
+
+        Uses ``SESSION_COOKIE_DOMAIN`` if it is configured, otherwise
+        falls back to detecting the domain based on ``SERVER_NAME``.
+
+        Once detected (or if not set at all), ``SESSION_COOKIE_DOMAIN`` is
+        updated to avoid re-running the logic.
+        """
+
+        rv = app.config["SESSION_COOKIE_DOMAIN"]
+
+        # set explicitly, or cached from SERVER_NAME detection
+        # if False, return None
+        if rv is not None:
+            return rv if rv else None
+
+        rv = app.config["SERVER_NAME"]
+
+        # server name not set, cache False to return none next time
+        if not rv:
+            app.config["SESSION_COOKIE_DOMAIN"] = False
+            return None
+
+        # chop off the port which is usually not supported by browsers
+        # remove any leading '.' since we'll add that later
+        rv = rv.rsplit(":", 1)[0].lstrip(".")
+
+        if "." not in rv:
+            # Chrome doesn't allow names without a '.'. This should only
+            # come up with localhost. Hack around this by not setting
+            # the name, and show a warning.
+            warnings.warn(
+                f"{rv!r} is not a valid cookie domain, it must contain"
+                " a '.'. Add an entry to your hosts file, for example"
+                f" '{rv}.localdomain', and use that instead."
+            )
+            app.config["SESSION_COOKIE_DOMAIN"] = False
+            return None
+
+        ip = is_ip(rv)
+
+        if ip:
+            warnings.warn(
+                "The session cookie domain is an IP address. This may not work"
+                " as intended in some browsers. Add an entry to your hosts"
+                ' file, for example "localhost.localdomain", and use that'
+                " instead."
+            )
+
+        # if this is not an ip and app is mounted at the root, allow subdomain
+        # matching by adding a '.' prefix
+        if self.get_cookie_path(app) == "/" and not ip:
+            rv = f".{rv}"
+
+        app.config["SESSION_COOKIE_DOMAIN"] = rv
+        return rv
+
+    def get_cookie_path(self, app: "Flask") -> str:
+        """Returns the path for which the cookie should be valid.  The
+        default implementation uses the value from the ``SESSION_COOKIE_PATH``
+        config var if it's set, and falls back to ``APPLICATION_ROOT`` or
+        uses ``/`` if it's ``None``.
+        """
+        return app.config["SESSION_COOKIE_PATH"] or app.config["APPLICATION_ROOT"]
+
+    def get_cookie_httponly(self, app: "Flask") -> bool:
+        """Returns True if the session cookie should be httponly.  This
+        currently just returns the value of the ``SESSION_COOKIE_HTTPONLY``
+        config var.
+        """
+        return app.config["SESSION_COOKIE_HTTPONLY"]
+
+    def get_cookie_secure(self, app: "Flask") -> bool:
+        """Returns True if the cookie should be secure.  This currently
+        just returns the value of the ``SESSION_COOKIE_SECURE`` setting.
+        """
+        return app.config["SESSION_COOKIE_SECURE"]
+
+    def get_cookie_samesite(self, app: "Flask") -> str:
+        """Return ``'Strict'`` or ``'Lax'`` if the cookie should use the
+        ``SameSite`` attribute. This currently just returns the value of
+        the :data:`SESSION_COOKIE_SAMESITE` setting.
+        """
+        return app.config["SESSION_COOKIE_SAMESITE"]
+
+    def get_expiration_time(
+        self, app: "Flask", session: SessionMixin
+    ) -> t.Optional[datetime]:
+        """A helper method that returns an expiration date for the session
+        or ``None`` if the session is linked to the browser session.  The
+        default implementation returns now + the permanent session
+        lifetime configured on the application.
+        """
+        if session.permanent:
+            return datetime.now(timezone.utc) + app.permanent_session_lifetime
+        return None
+
+    def should_set_cookie(self, app: "Flask", session: SessionMixin) -> bool:
+        """Used by session backends to determine if a ``Set-Cookie`` header
+        should be set for this session cookie for this response. If the session
+        has been modified, the cookie is set. If the session is permanent and
+        the ``SESSION_REFRESH_EACH_REQUEST`` config is true, the cookie is
+        always set.
+
+        This check is usually skipped if the session was deleted.
+
+        .. versionadded:: 0.11
+        """
+
+        return session.modified or (
+            session.permanent and app.config["SESSION_REFRESH_EACH_REQUEST"]
+        )
+
+    def open_session(
+        self, app: "Flask", request: "Request"
+    ) -> t.Optional[SessionMixin]:
+        """This is called at the beginning of each request, after
+        pushing the request context, before matching the URL.
+
+        This must return an object which implements a dictionary-like
+        interface as well as the :class:`SessionMixin` interface.
+
+        This will return ``None`` to indicate that loading failed in
+        some way that is not immediately an error. The request
+        context will fall back to using :meth:`make_null_session`
+        in this case.
+        """
+        raise NotImplementedError()
+
+    def save_session(
+        self, app: "Flask", session: SessionMixin, response: "Response"
+    ) -> None:
+        """This is called at the end of each request, after generating
+        a response, before removing the request context. It is skipped
+        if :meth:`is_null_session` returns ``True``.
+        """
+        raise NotImplementedError()
+
+
+session_json_serializer = TaggedJSONSerializer()
+
+
+class SecureCookieSessionInterface(SessionInterface):
+    """The default session interface that stores sessions in signed cookies
+    through the :mod:`itsdangerous` module.
+    """
+
+    #: the salt that should be applied on top of the secret key for the
+    #: signing of cookie based sessions.
+    salt = "cookie-session"
+    #: the hash function to use for the signature.  The default is sha1
+    digest_method = staticmethod(hashlib.sha1)
+    #: the name of the itsdangerous supported key derivation.  The default
+    #: is hmac.
+    key_derivation = "hmac"
+    #: A python serializer for the payload.  The default is a compact
+    #: JSON derived serializer with support for some extra Python types
+    #: such as datetime objects or tuples.
+    serializer = session_json_serializer
+    session_class = SecureCookieSession
+
+    def get_signing_serializer(
+        self, app: "Flask"
+    ) -> t.Optional[URLSafeTimedSerializer]:
+        if not app.secret_key:
+            return None
+        signer_kwargs = dict(
+            key_derivation=self.key_derivation, digest_method=self.digest_method
+        )
+        return URLSafeTimedSerializer(
+            app.secret_key,
+            salt=self.salt,
+            serializer=self.serializer,
+            signer_kwargs=signer_kwargs,
+        )
+
+    def open_session(
+        self, app: "Flask", request: "Request"
+    ) -> t.Optional[SecureCookieSession]:
+        s = self.get_signing_serializer(app)
+        if s is None:
+            return None
+        val = request.cookies.get(self.get_cookie_name(app))
+        if not val:
+            return self.session_class()
+        max_age = int(app.permanent_session_lifetime.total_seconds())
+        try:
+            data = s.loads(val, max_age=max_age)
+            return self.session_class(data)
+        except BadSignature:
+            return self.session_class()
+
+    def save_session(
+        self, app: "Flask", session: SessionMixin, response: "Response"
+    ) -> None:
+        name = self.get_cookie_name(app)
+        domain = self.get_cookie_domain(app)
+        path = self.get_cookie_path(app)
+        secure = self.get_cookie_secure(app)
+        samesite = self.get_cookie_samesite(app)
+        httponly = self.get_cookie_httponly(app)
+
+        # If the session is modified to be empty, remove the cookie.
+        # If the session is empty, return without setting the cookie.
+        if not session:
+            if session.modified:
+                response.delete_cookie(
+                    name,
+                    domain=domain,
+                    path=path,
+                    secure=secure,
+                    samesite=samesite,
+                    httponly=httponly,
+                )
+
+            return
+
+        # Add a "Vary: Cookie" header if the session was accessed at all.
+        if session.accessed:
+            response.vary.add("Cookie")
+
+        if not self.should_set_cookie(app, session):
+            return
+
+        expires = self.get_expiration_time(app, session)
+        val = self.get_signing_serializer(app).dumps(dict(session))  # type: ignore
+        response.set_cookie(
+            name,
+            val,  # type: ignore
+            expires=expires,
+            httponly=httponly,
+            domain=domain,
+            path=path,
+            secure=secure,
+            samesite=samesite,
+        )
diff --git a/venv/lib/python3.8/site-packages/flask/signals.py b/venv/lib/python3.8/site-packages/flask/signals.py
new file mode 120000
index 0000000..69d5366
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/signals.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1f/b4/30/0dc88af9db41c629e32a97b1a6094fd04ea4d0c2482e21564c8b5f9aa5
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/flask/templating.py b/venv/lib/python3.8/site-packages/flask/templating.py
new file mode 100644
index 0000000..25cc3f9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/templating.py
@@ -0,0 +1,212 @@
+import typing as t
+
+from jinja2 import BaseLoader
+from jinja2 import Environment as BaseEnvironment
+from jinja2 import Template
+from jinja2 import TemplateNotFound
+
+from .globals import _cv_app
+from .globals import _cv_request
+from .globals import current_app
+from .globals import request
+from .helpers import stream_with_context
+from .signals import before_render_template
+from .signals import template_rendered
+
+if t.TYPE_CHECKING:  # pragma: no cover
+    from .app import Flask
+    from .scaffold import Scaffold
+
+
+def _default_template_ctx_processor() -> t.Dict[str, t.Any]:
+    """Default template context processor.  Injects `request`,
+    `session` and `g`.
+    """
+    appctx = _cv_app.get(None)
+    reqctx = _cv_request.get(None)
+    rv: t.Dict[str, t.Any] = {}
+    if appctx is not None:
+        rv["g"] = appctx.g
+    if reqctx is not None:
+        rv["request"] = reqctx.request
+        rv["session"] = reqctx.session
+    return rv
+
+
+class Environment(BaseEnvironment):
+    """Works like a regular Jinja2 environment but has some additional
+    knowledge of how Flask's blueprint works so that it can prepend the
+    name of the blueprint to referenced templates if necessary.
+    """
+
+    def __init__(self, app: "Flask", **options: t.Any) -> None:
+        if "loader" not in options:
+            options["loader"] = app.create_global_jinja_loader()
+        BaseEnvironment.__init__(self, **options)
+        self.app = app
+
+
+class DispatchingJinjaLoader(BaseLoader):
+    """A loader that looks for templates in the application and all
+    the blueprint folders.
+    """
+
+    def __init__(self, app: "Flask") -> None:
+        self.app = app
+
+    def get_source(  # type: ignore
+        self, environment: Environment, template: str
+    ) -> t.Tuple[str, t.Optional[str], t.Optional[t.Callable]]:
+        if self.app.config["EXPLAIN_TEMPLATE_LOADING"]:
+            return self._get_source_explained(environment, template)
+        return self._get_source_fast(environment, template)
+
+    def _get_source_explained(
+        self, environment: Environment, template: str
+    ) -> t.Tuple[str, t.Optional[str], t.Optional[t.Callable]]:
+        attempts = []
+        rv: t.Optional[t.Tuple[str, t.Optional[str], t.Optional[t.Callable[[], bool]]]]
+        trv: t.Optional[
+            t.Tuple[str, t.Optional[str], t.Optional[t.Callable[[], bool]]]
+        ] = None
+
+        for srcobj, loader in self._iter_loaders(template):
+            try:
+                rv = loader.get_source(environment, template)
+                if trv is None:
+                    trv = rv
+            except TemplateNotFound:
+                rv = None
+            attempts.append((loader, srcobj, rv))
+
+        from .debughelpers import explain_template_loading_attempts
+
+        explain_template_loading_attempts(self.app, template, attempts)
+
+        if trv is not None:
+            return trv
+        raise TemplateNotFound(template)
+
+    def _get_source_fast(
+        self, environment: Environment, template: str
+    ) -> t.Tuple[str, t.Optional[str], t.Optional[t.Callable]]:
+        for _srcobj, loader in self._iter_loaders(template):
+            try:
+                return loader.get_source(environment, template)
+            except TemplateNotFound:
+                continue
+        raise TemplateNotFound(template)
+
+    def _iter_loaders(
+        self, template: str
+    ) -> t.Generator[t.Tuple["Scaffold", BaseLoader], None, None]:
+        loader = self.app.jinja_loader
+        if loader is not None:
+            yield self.app, loader
+
+        for blueprint in self.app.iter_blueprints():
+            loader = blueprint.jinja_loader
+            if loader is not None:
+                yield blueprint, loader
+
+    def list_templates(self) -> t.List[str]:
+        result = set()
+        loader = self.app.jinja_loader
+        if loader is not None:
+            result.update(loader.list_templates())
+
+        for blueprint in self.app.iter_blueprints():
+            loader = blueprint.jinja_loader
+            if loader is not None:
+                for template in loader.list_templates():
+                    result.add(template)
+
+        return list(result)
+
+
+def _render(app: "Flask", template: Template, context: t.Dict[str, t.Any]) -> str:
+    app.update_template_context(context)
+    before_render_template.send(app, template=template, context=context)
+    rv = template.render(context)
+    template_rendered.send(app, template=template, context=context)
+    return rv
+
+
+def render_template(
+    template_name_or_list: t.Union[str, Template, t.List[t.Union[str, Template]]],
+    **context: t.Any
+) -> str:
+    """Render a template by name with the given context.
+
+    :param template_name_or_list: The name of the template to render. If
+        a list is given, the first name to exist will be rendered.
+    :param context: The variables to make available in the template.
+    """
+    app = current_app._get_current_object()  # type: ignore[attr-defined]
+    template = app.jinja_env.get_or_select_template(template_name_or_list)
+    return _render(app, template, context)
+
+
+def render_template_string(source: str, **context: t.Any) -> str:
+    """Render a template from the given source string with the given
+    context.
+
+    :param source: The source code of the template to render.
+    :param context: The variables to make available in the template.
+    """
+    app = current_app._get_current_object()  # type: ignore[attr-defined]
+    template = app.jinja_env.from_string(source)
+    return _render(app, template, context)
+
+
+def _stream(
+    app: "Flask", template: Template, context: t.Dict[str, t.Any]
+) -> t.Iterator[str]:
+    app.update_template_context(context)
+    before_render_template.send(app, template=template, context=context)
+
+    def generate() -> t.Iterator[str]:
+        yield from template.generate(context)
+        template_rendered.send(app, template=template, context=context)
+
+    rv = generate()
+
+    # If a request context is active, keep it while generating.
+    if request:
+        rv = stream_with_context(rv)
+
+    return rv
+
+
+def stream_template(
+    template_name_or_list: t.Union[str, Template, t.List[t.Union[str, Template]]],
+    **context: t.Any
+) -> t.Iterator[str]:
+    """Render a template by name with the given context as a stream.
+    This returns an iterator of strings, which can be used as a
+    streaming response from a view.
+
+    :param template_name_or_list: The name of the template to render. If
+        a list is given, the first name to exist will be rendered.
+    :param context: The variables to make available in the template.
+
+    .. versionadded:: 2.2
+    """
+    app = current_app._get_current_object()  # type: ignore[attr-defined]
+    template = app.jinja_env.get_or_select_template(template_name_or_list)
+    return _stream(app, template, context)
+
+
+def stream_template_string(source: str, **context: t.Any) -> t.Iterator[str]:
+    """Render a template from the given source string with the given
+    context as a stream. This returns an iterator of strings, which can
+    be used as a streaming response from a view.
+
+    :param source: The source code of the template to render.
+    :param context: The variables to make available in the template.
+
+    .. versionadded:: 2.2
+    """
+    app = current_app._get_current_object()  # type: ignore[attr-defined]
+    template = app.jinja_env.from_string(source)
+    return _stream(app, template, context)
diff --git a/venv/lib/python3.8/site-packages/flask/testing.py b/venv/lib/python3.8/site-packages/flask/testing.py
new file mode 100644
index 0000000..ec9ebb9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/testing.py
@@ -0,0 +1,286 @@
+import typing as t
+from contextlib import contextmanager
+from contextlib import ExitStack
+from copy import copy
+from types import TracebackType
+
+import werkzeug.test
+from click.testing import CliRunner
+from werkzeug.test import Client
+from werkzeug.urls import url_parse
+from werkzeug.wrappers import Request as BaseRequest
+
+from .cli import ScriptInfo
+from .globals import _cv_request
+from .sessions import SessionMixin
+
+if t.TYPE_CHECKING:  # pragma: no cover
+    from werkzeug.test import TestResponse
+
+    from .app import Flask
+
+
+class EnvironBuilder(werkzeug.test.EnvironBuilder):
+    """An :class:`~werkzeug.test.EnvironBuilder`, that takes defaults from the
+    application.
+
+    :param app: The Flask application to configure the environment from.
+    :param path: URL path being requested.
+    :param base_url: Base URL where the app is being served, which
+        ``path`` is relative to. If not given, built from
+        :data:`PREFERRED_URL_SCHEME`, ``subdomain``,
+        :data:`SERVER_NAME`, and :data:`APPLICATION_ROOT`.
+    :param subdomain: Subdomain name to append to :data:`SERVER_NAME`.
+    :param url_scheme: Scheme to use instead of
+        :data:`PREFERRED_URL_SCHEME`.
+    :param json: If given, this is serialized as JSON and passed as
+        ``data``. Also defaults ``content_type`` to
+        ``application/json``.
+    :param args: other positional arguments passed to
+        :class:`~werkzeug.test.EnvironBuilder`.
+    :param kwargs: other keyword arguments passed to
+        :class:`~werkzeug.test.EnvironBuilder`.
+    """
+
+    def __init__(
+        self,
+        app: "Flask",
+        path: str = "/",
+        base_url: t.Optional[str] = None,
+        subdomain: t.Optional[str] = None,
+        url_scheme: t.Optional[str] = None,
+        *args: t.Any,
+        **kwargs: t.Any,
+    ) -> None:
+        assert not (base_url or subdomain or url_scheme) or (
+            base_url is not None
+        ) != bool(
+            subdomain or url_scheme
+        ), 'Cannot pass "subdomain" or "url_scheme" with "base_url".'
+
+        if base_url is None:
+            http_host = app.config.get("SERVER_NAME") or "localhost"
+            app_root = app.config["APPLICATION_ROOT"]
+
+            if subdomain:
+                http_host = f"{subdomain}.{http_host}"
+
+            if url_scheme is None:
+                url_scheme = app.config["PREFERRED_URL_SCHEME"]
+
+            url = url_parse(path)
+            base_url = (
+                f"{url.scheme or url_scheme}://{url.netloc or http_host}"
+                f"/{app_root.lstrip('/')}"
+            )
+            path = url.path
+
+            if url.query:
+                sep = b"?" if isinstance(url.query, bytes) else "?"
+                path += sep + url.query
+
+        self.app = app
+        super().__init__(path, base_url, *args, **kwargs)
+
+    def json_dumps(self, obj: t.Any, **kwargs: t.Any) -> str:  # type: ignore
+        """Serialize ``obj`` to a JSON-formatted string.
+
+        The serialization will be configured according to the config associated
+        with this EnvironBuilder's ``app``.
+        """
+        return self.app.json.dumps(obj, **kwargs)
+
+
+class FlaskClient(Client):
+    """Works like a regular Werkzeug test client but has knowledge about
+    Flask's contexts to defer the cleanup of the request context until
+    the end of a ``with`` block. For general information about how to
+    use this class refer to :class:`werkzeug.test.Client`.
+
+    .. versionchanged:: 0.12
+       `app.test_client()` includes preset default environment, which can be
+       set after instantiation of the `app.test_client()` object in
+       `client.environ_base`.
+
+    Basic usage is outlined in the :doc:`/testing` chapter.
+    """
+
+    application: "Flask"
+
+    def __init__(self, *args: t.Any, **kwargs: t.Any) -> None:
+        super().__init__(*args, **kwargs)
+        self.preserve_context = False
+        self._new_contexts: t.List[t.ContextManager[t.Any]] = []
+        self._context_stack = ExitStack()
+        self.environ_base = {
+            "REMOTE_ADDR": "127.0.0.1",
+            "HTTP_USER_AGENT": f"werkzeug/{werkzeug.__version__}",
+        }
+
+    @contextmanager
+    def session_transaction(
+        self, *args: t.Any, **kwargs: t.Any
+    ) -> t.Generator[SessionMixin, None, None]:
+        """When used in combination with a ``with`` statement this opens a
+        session transaction.  This can be used to modify the session that
+        the test client uses.  Once the ``with`` block is left the session is
+        stored back.
+
+        ::
+
+            with client.session_transaction() as session:
+                session['value'] = 42
+
+        Internally this is implemented by going through a temporary test
+        request context and since session handling could depend on
+        request variables this function accepts the same arguments as
+        :meth:`~flask.Flask.test_request_context` which are directly
+        passed through.
+        """
+        if self.cookie_jar is None:
+            raise RuntimeError(
+                "Session transactions only make sense with cookies enabled."
+            )
+        app = self.application
+        environ_overrides = kwargs.setdefault("environ_overrides", {})
+        self.cookie_jar.inject_wsgi(environ_overrides)
+        outer_reqctx = _cv_request.get(None)
+        with app.test_request_context(*args, **kwargs) as c:
+            session_interface = app.session_interface
+            sess = session_interface.open_session(app, c.request)
+            if sess is None:
+                raise RuntimeError(
+                    "Session backend did not open a session. Check the configuration"
+                )
+
+            # Since we have to open a new request context for the session
+            # handling we want to make sure that we hide out own context
+            # from the caller.  By pushing the original request context
+            # (or None) on top of this and popping it we get exactly that
+            # behavior.  It's important to not use the push and pop
+            # methods of the actual request context object since that would
+            # mean that cleanup handlers are called
+            token = _cv_request.set(outer_reqctx)  # type: ignore[arg-type]
+            try:
+                yield sess
+            finally:
+                _cv_request.reset(token)
+
+            resp = app.response_class()
+            if not session_interface.is_null_session(sess):
+                session_interface.save_session(app, sess, resp)
+            headers = resp.get_wsgi_headers(c.request.environ)
+            self.cookie_jar.extract_wsgi(c.request.environ, headers)
+
+    def _copy_environ(self, other):
+        out = {**self.environ_base, **other}
+
+        if self.preserve_context:
+            out["werkzeug.debug.preserve_context"] = self._new_contexts.append
+
+        return out
+
+    def _request_from_builder_args(self, args, kwargs):
+        kwargs["environ_base"] = self._copy_environ(kwargs.get("environ_base", {}))
+        builder = EnvironBuilder(self.application, *args, **kwargs)
+
+        try:
+            return builder.get_request()
+        finally:
+            builder.close()
+
+    def open(
+        self,
+        *args: t.Any,
+        buffered: bool = False,
+        follow_redirects: bool = False,
+        **kwargs: t.Any,
+    ) -> "TestResponse":
+        if args and isinstance(
+            args[0], (werkzeug.test.EnvironBuilder, dict, BaseRequest)
+        ):
+            if isinstance(args[0], werkzeug.test.EnvironBuilder):
+                builder = copy(args[0])
+                builder.environ_base = self._copy_environ(builder.environ_base or {})
+                request = builder.get_request()
+            elif isinstance(args[0], dict):
+                request = EnvironBuilder.from_environ(
+                    args[0], app=self.application, environ_base=self._copy_environ({})
+                ).get_request()
+            else:
+                # isinstance(args[0], BaseRequest)
+                request = copy(args[0])
+                request.environ = self._copy_environ(request.environ)
+        else:
+            # request is None
+            request = self._request_from_builder_args(args, kwargs)
+
+        # Pop any previously preserved contexts. This prevents contexts
+        # from being preserved across redirects or multiple requests
+        # within a single block.
+        self._context_stack.close()
+
+        response = super().open(
+            request,
+            buffered=buffered,
+            follow_redirects=follow_redirects,
+        )
+        response.json_module = self.application.json  # type: ignore[misc]
+
+        # Re-push contexts that were preserved during the request.
+        while self._new_contexts:
+            cm = self._new_contexts.pop()
+            self._context_stack.enter_context(cm)
+
+        return response
+
+    def __enter__(self) -> "FlaskClient":
+        if self.preserve_context:
+            raise RuntimeError("Cannot nest client invocations")
+        self.preserve_context = True
+        return self
+
+    def __exit__(
+        self,
+        exc_type: t.Optional[type],
+        exc_value: t.Optional[BaseException],
+        tb: t.Optional[TracebackType],
+    ) -> None:
+        self.preserve_context = False
+        self._context_stack.close()
+
+
+class FlaskCliRunner(CliRunner):
+    """A :class:`~click.testing.CliRunner` for testing a Flask app's
+    CLI commands. Typically created using
+    :meth:`~flask.Flask.test_cli_runner`. See :ref:`testing-cli`.
+    """
+
+    def __init__(self, app: "Flask", **kwargs: t.Any) -> None:
+        self.app = app
+        super().__init__(**kwargs)
+
+    def invoke(  # type: ignore
+        self, cli: t.Any = None, args: t.Any = None, **kwargs: t.Any
+    ) -> t.Any:
+        """Invokes a CLI command in an isolated environment. See
+        :meth:`CliRunner.invoke <click.testing.CliRunner.invoke>` for
+        full method documentation. See :ref:`testing-cli` for examples.
+
+        If the ``obj`` argument is not given, passes an instance of
+        :class:`~flask.cli.ScriptInfo` that knows how to load the Flask
+        app being tested.
+
+        :param cli: Command object to invoke. Default is the app's
+            :attr:`~flask.app.Flask.cli` group.
+        :param args: List of strings to invoke the command with.
+
+        :return: a :class:`~click.testing.Result` object.
+        """
+        if cli is None:
+            cli = self.app.cli  # type: ignore
+
+        if "obj" not in kwargs:
+            kwargs["obj"] = ScriptInfo(create_app=lambda: self.app)
+
+        return super().invoke(cli, args, **kwargs)
diff --git a/venv/lib/python3.8/site-packages/flask/typing.py b/venv/lib/python3.8/site-packages/flask/typing.py
new file mode 100644
index 0000000..8857598
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/typing.py
@@ -0,0 +1,80 @@
+import typing as t
+
+if t.TYPE_CHECKING:  # pragma: no cover
+    from _typeshed.wsgi import WSGIApplication  # noqa: F401
+    from werkzeug.datastructures import Headers  # noqa: F401
+    from werkzeug.wrappers import Response  # noqa: F401
+
+# The possible types that are directly convertible or are a Response object.
+ResponseValue = t.Union[
+    "Response",
+    str,
+    bytes,
+    t.List[t.Any],
+    # Only dict is actually accepted, but Mapping allows for TypedDict.
+    t.Mapping[str, t.Any],
+    t.Iterator[str],
+    t.Iterator[bytes],
+]
+
+# the possible types for an individual HTTP header
+# This should be a Union, but mypy doesn't pass unless it's a TypeVar.
+HeaderValue = t.Union[str, t.List[str], t.Tuple[str, ...]]
+
+# the possible types for HTTP headers
+HeadersValue = t.Union[
+    "Headers",
+    t.Mapping[str, HeaderValue],
+    t.Sequence[t.Tuple[str, HeaderValue]],
+]
+
+# The possible types returned by a route function.
+ResponseReturnValue = t.Union[
+    ResponseValue,
+    t.Tuple[ResponseValue, HeadersValue],
+    t.Tuple[ResponseValue, int],
+    t.Tuple[ResponseValue, int, HeadersValue],
+    "WSGIApplication",
+]
+
+# Allow any subclass of werkzeug.Response, such as the one from Flask,
+# as a callback argument. Using werkzeug.Response directly makes a
+# callback annotated with flask.Response fail type checking.
+ResponseClass = t.TypeVar("ResponseClass", bound="Response")
+
+AppOrBlueprintKey = t.Optional[str]  # The App key is None, whereas blueprints are named
+AfterRequestCallable = t.Union[
+    t.Callable[[ResponseClass], ResponseClass],
+    t.Callable[[ResponseClass], t.Awaitable[ResponseClass]],
+]
+BeforeFirstRequestCallable = t.Union[
+    t.Callable[[], None], t.Callable[[], t.Awaitable[None]]
+]
+BeforeRequestCallable = t.Union[
+    t.Callable[[], t.Optional[ResponseReturnValue]],
+    t.Callable[[], t.Awaitable[t.Optional[ResponseReturnValue]]],
+]
+ShellContextProcessorCallable = t.Callable[[], t.Dict[str, t.Any]]
+TeardownCallable = t.Union[
+    t.Callable[[t.Optional[BaseException]], None],
+    t.Callable[[t.Optional[BaseException]], t.Awaitable[None]],
+]
+TemplateContextProcessorCallable = t.Callable[[], t.Dict[str, t.Any]]
+TemplateFilterCallable = t.Callable[..., t.Any]
+TemplateGlobalCallable = t.Callable[..., t.Any]
+TemplateTestCallable = t.Callable[..., bool]
+URLDefaultCallable = t.Callable[[str, dict], None]
+URLValuePreprocessorCallable = t.Callable[[t.Optional[str], t.Optional[dict]], None]
+
+# This should take Exception, but that either breaks typing the argument
+# with a specific exception, or decorating multiple times with different
+# exceptions (and using a union type on the argument).
+# https://github.com/pallets/flask/issues/4095
+# https://github.com/pallets/flask/issues/4295
+# https://github.com/pallets/flask/issues/4297
+ErrorHandlerCallable = t.Callable[[t.Any], ResponseReturnValue]
+
+RouteCallable = t.Union[
+    t.Callable[..., ResponseReturnValue],
+    t.Callable[..., t.Awaitable[ResponseReturnValue]],
+]
diff --git a/venv/lib/python3.8/site-packages/flask/views.py b/venv/lib/python3.8/site-packages/flask/views.py
new file mode 100644
index 0000000..a82f191
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/views.py
@@ -0,0 +1,188 @@
+import typing as t
+
+from . import typing as ft
+from .globals import current_app
+from .globals import request
+
+
+http_method_funcs = frozenset(
+    ["get", "post", "head", "options", "delete", "put", "trace", "patch"]
+)
+
+
+class View:
+    """Subclass this class and override :meth:`dispatch_request` to
+    create a generic class-based view. Call :meth:`as_view` to create a
+    view function that creates an instance of the class with the given
+    arguments and calls its ``dispatch_request`` method with any URL
+    variables.
+
+    See :doc:`views` for a detailed guide.
+
+    .. code-block:: python
+
+        class Hello(View):
+            init_every_request = False
+
+            def dispatch_request(self, name):
+                return f"Hello, {name}!"
+
+        app.add_url_rule(
+            "/hello/<name>", view_func=Hello.as_view("hello")
+        )
+
+    Set :attr:`methods` on the class to change what methods the view
+    accepts.
+
+    Set :attr:`decorators` on the class to apply a list of decorators to
+    the generated view function. Decorators applied to the class itself
+    will not be applied to the generated view function!
+
+    Set :attr:`init_every_request` to ``False`` for efficiency, unless
+    you need to store request-global data on ``self``.
+    """
+
+    #: The methods this view is registered for. Uses the same default
+    #: (``["GET", "HEAD", "OPTIONS"]``) as ``route`` and
+    #: ``add_url_rule`` by default.
+    methods: t.ClassVar[t.Optional[t.Collection[str]]] = None
+
+    #: Control whether the ``OPTIONS`` method is handled automatically.
+    #: Uses the same default (``True``) as ``route`` and
+    #: ``add_url_rule`` by default.
+    provide_automatic_options: t.ClassVar[t.Optional[bool]] = None
+
+    #: A list of decorators to apply, in order, to the generated view
+    #: function. Remember that ``@decorator`` syntax is applied bottom
+    #: to top, so the first decorator in the list would be the bottom
+    #: decorator.
+    #:
+    #: .. versionadded:: 0.8
+    decorators: t.ClassVar[t.List[t.Callable]] = []
+
+    #: Create a new instance of this view class for every request by
+    #: default. If a view subclass sets this to ``False``, the same
+    #: instance is used for every request.
+    #:
+    #: A single instance is more efficient, especially if complex setup
+    #: is done during init. However, storing data on ``self`` is no
+    #: longer safe across requests, and :data:`~flask.g` should be used
+    #: instead.
+    #:
+    #: .. versionadded:: 2.2
+    init_every_request: t.ClassVar[bool] = True
+
+    def dispatch_request(self) -> ft.ResponseReturnValue:
+        """The actual view function behavior. Subclasses must override
+        this and return a valid response. Any variables from the URL
+        rule are passed as keyword arguments.
+        """
+        raise NotImplementedError()
+
+    @classmethod
+    def as_view(
+        cls, name: str, *class_args: t.Any, **class_kwargs: t.Any
+    ) -> ft.RouteCallable:
+        """Convert the class into a view function that can be registered
+        for a route.
+
+        By default, the generated view will create a new instance of the
+        view class for every request and call its
+        :meth:`dispatch_request` method. If the view class sets
+        :attr:`init_every_request` to ``False``, the same instance will
+        be used for every request.
+
+        The arguments passed to this method are forwarded to the view
+        class ``__init__`` method.
+
+        .. versionchanged:: 2.2
+            Added the ``init_every_request`` class attribute.
+        """
+        if cls.init_every_request:
+
+            def view(**kwargs: t.Any) -> ft.ResponseReturnValue:
+                self = view.view_class(  # type: ignore[attr-defined]
+                    *class_args, **class_kwargs
+                )
+                return current_app.ensure_sync(self.dispatch_request)(**kwargs)
+
+        else:
+            self = cls(*class_args, **class_kwargs)
+
+            def view(**kwargs: t.Any) -> ft.ResponseReturnValue:
+                return current_app.ensure_sync(self.dispatch_request)(**kwargs)
+
+        if cls.decorators:
+            view.__name__ = name
+            view.__module__ = cls.__module__
+            for decorator in cls.decorators:
+                view = decorator(view)
+
+        # We attach the view class to the view function for two reasons:
+        # first of all it allows us to easily figure out what class-based
+        # view this thing came from, secondly it's also used for instantiating
+        # the view class so you can actually replace it with something else
+        # for testing purposes and debugging.
+        view.view_class = cls  # type: ignore
+        view.__name__ = name
+        view.__doc__ = cls.__doc__
+        view.__module__ = cls.__module__
+        view.methods = cls.methods  # type: ignore
+        view.provide_automatic_options = cls.provide_automatic_options  # type: ignore
+        return view
+
+
+class MethodView(View):
+    """Dispatches request methods to the corresponding instance methods.
+    For example, if you implement a ``get`` method, it will be used to
+    handle ``GET`` requests.
+
+    This can be useful for defining a REST API.
+
+    :attr:`methods` is automatically set based on the methods defined on
+    the class.
+
+    See :doc:`views` for a detailed guide.
+
+    .. code-block:: python
+
+        class CounterAPI(MethodView):
+            def get(self):
+                return str(session.get("counter", 0))
+
+            def post(self):
+                session["counter"] = session.get("counter", 0) + 1
+                return redirect(url_for("counter"))
+
+        app.add_url_rule(
+            "/counter", view_func=CounterAPI.as_view("counter")
+        )
+    """
+
+    def __init_subclass__(cls, **kwargs: t.Any) -> None:
+        super().__init_subclass__(**kwargs)
+
+        if "methods" not in cls.__dict__:
+            methods = set()
+
+            for base in cls.__bases__:
+                if getattr(base, "methods", None):
+                    methods.update(base.methods)  # type: ignore[attr-defined]
+
+            for key in http_method_funcs:
+                if hasattr(cls, key):
+                    methods.add(key.upper())
+
+            if methods:
+                cls.methods = methods
+
+    def dispatch_request(self, **kwargs: t.Any) -> ft.ResponseReturnValue:
+        meth = getattr(self, request.method.lower(), None)
+
+        # If the request method is HEAD and we don't have a handler for it
+        # retry with GET.
+        if meth is None and request.method == "HEAD":
+            meth = getattr(self, "get", None)
+
+        assert meth is not None, f"Unimplemented method {request.method!r}"
+        return current_app.ensure_sync(meth)(**kwargs)
diff --git a/venv/lib/python3.8/site-packages/flask/wrappers.py b/venv/lib/python3.8/site-packages/flask/wrappers.py
new file mode 100644
index 0000000..4b855bf
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/flask/wrappers.py
@@ -0,0 +1,171 @@
+import typing as t
+
+from werkzeug.exceptions import BadRequest
+from werkzeug.wrappers import Request as RequestBase
+from werkzeug.wrappers import Response as ResponseBase
+
+from . import json
+from .globals import current_app
+from .helpers import _split_blueprint_path
+
+if t.TYPE_CHECKING:  # pragma: no cover
+    from werkzeug.routing import Rule
+
+
+class Request(RequestBase):
+    """The request object used by default in Flask.  Remembers the
+    matched endpoint and view arguments.
+
+    It is what ends up as :class:`~flask.request`.  If you want to replace
+    the request object used you can subclass this and set
+    :attr:`~flask.Flask.request_class` to your subclass.
+
+    The request object is a :class:`~werkzeug.wrappers.Request` subclass and
+    provides all of the attributes Werkzeug defines plus a few Flask
+    specific ones.
+    """
+
+    json_module = json
+
+    #: The internal URL rule that matched the request.  This can be
+    #: useful to inspect which methods are allowed for the URL from
+    #: a before/after handler (``request.url_rule.methods``) etc.
+    #: Though if the request's method was invalid for the URL rule,
+    #: the valid list is available in ``routing_exception.valid_methods``
+    #: instead (an attribute of the Werkzeug exception
+    #: :exc:`~werkzeug.exceptions.MethodNotAllowed`)
+    #: because the request was never internally bound.
+    #:
+    #: .. versionadded:: 0.6
+    url_rule: t.Optional["Rule"] = None
+
+    #: A dict of view arguments that matched the request.  If an exception
+    #: happened when matching, this will be ``None``.
+    view_args: t.Optional[t.Dict[str, t.Any]] = None
+
+    #: If matching the URL failed, this is the exception that will be
+    #: raised / was raised as part of the request handling.  This is
+    #: usually a :exc:`~werkzeug.exceptions.NotFound` exception or
+    #: something similar.
+    routing_exception: t.Optional[Exception] = None
+
+    @property
+    def max_content_length(self) -> t.Optional[int]:  # type: ignore
+        """Read-only view of the ``MAX_CONTENT_LENGTH`` config key."""
+        if current_app:
+            return current_app.config["MAX_CONTENT_LENGTH"]
+        else:
+            return None
+
+    @property
+    def endpoint(self) -> t.Optional[str]:
+        """The endpoint that matched the request URL.
+
+        This will be ``None`` if matching failed or has not been
+        performed yet.
+
+        This in combination with :attr:`view_args` can be used to
+        reconstruct the same URL or a modified URL.
+        """
+        if self.url_rule is not None:
+            return self.url_rule.endpoint
+
+        return None
+
+    @property
+    def blueprint(self) -> t.Optional[str]:
+        """The registered name of the current blueprint.
+
+        This will be ``None`` if the endpoint is not part of a
+        blueprint, or if URL matching failed or has not been performed
+        yet.
+
+        This does not necessarily match the name the blueprint was
+        created with. It may have been nested, or registered with a
+        different name.
+        """
+        endpoint = self.endpoint
+
+        if endpoint is not None and "." in endpoint:
+            return endpoint.rpartition(".")[0]
+
+        return None
+
+    @property
+    def blueprints(self) -> t.List[str]:
+        """The registered names of the current blueprint upwards through
+        parent blueprints.
+
+        This will be an empty list if there is no current blueprint, or
+        if URL matching failed.
+
+        .. versionadded:: 2.0.1
+        """
+        name = self.blueprint
+
+        if name is None:
+            return []
+
+        return _split_blueprint_path(name)
+
+    def _load_form_data(self) -> None:
+        super()._load_form_data()
+
+        # In debug mode we're replacing the files multidict with an ad-hoc
+        # subclass that raises a different error for key errors.
+        if (
+            current_app
+            and current_app.debug
+            and self.mimetype != "multipart/form-data"
+            and not self.files
+        ):
+            from .debughelpers import attach_enctype_error_multidict
+
+            attach_enctype_error_multidict(self)
+
+    def on_json_loading_failed(self, e: t.Optional[ValueError]) -> t.Any:
+        try:
+            return super().on_json_loading_failed(e)
+        except BadRequest as e:
+            if current_app and current_app.debug:
+                raise
+
+            raise BadRequest() from e
+
+
+class Response(ResponseBase):
+    """The response object that is used by default in Flask.  Works like the
+    response object from Werkzeug but is set to have an HTML mimetype by
+    default.  Quite often you don't have to create this object yourself because
+    :meth:`~flask.Flask.make_response` will take care of that for you.
+
+    If you want to replace the response object used you can subclass this and
+    set :attr:`~flask.Flask.response_class` to your subclass.
+
+    .. versionchanged:: 1.0
+        JSON support is added to the response, like the request. This is useful
+        when testing to get the test client response data as JSON.
+
+    .. versionchanged:: 1.0
+
+        Added :attr:`max_cookie_size`.
+    """
+
+    default_mimetype = "text/html"
+
+    json_module = json
+
+    autocorrect_location_header = False
+
+    @property
+    def max_cookie_size(self) -> int:  # type: ignore
+        """Read-only view of the :data:`MAX_COOKIE_SIZE` config key.
+
+        See :attr:`~werkzeug.wrappers.Response.max_cookie_size` in
+        Werkzeug's docs.
+        """
+        if current_app:
+            return current_app.config["MAX_COOKIE_SIZE"]
+
+        # return Werkzeug's default when not in an app context
+        return super().max_cookie_size
diff --git a/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/LICENSE b/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/LICENSE
new file mode 120000
index 0000000..59071a4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6f/d5/24/3e92dd7f98ec69c7ac377728e74905709ff527a5bf98d6d0263c04f5b6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/METADATA b/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/METADATA
new file mode 100644
index 0000000..257c42b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/METADATA
@@ -0,0 +1,150 @@
+Metadata-Version: 2.1
+Name: frozenlist
+Version: 1.3.1
+Summary: A list-like structure which implements collections.abc.MutableSequence
+Home-page: https://github.com/aio-libs/frozenlist
+Maintainer: aiohttp team <team@aiohttp.org>
+Maintainer-email: team@aiohttp.org
+License: Apache 2
+Project-URL: Chat: Gitter, https://gitter.im/aio-libs/Lobby
+Project-URL: CI: Github Actions, https://github.com/aio-libs/frozenlist/actions
+Project-URL: Coverage: codecov, https://codecov.io/github/aio-libs/frozenlist
+Project-URL: Docs: RTD, https://frozenlist.readthedocs.io
+Project-URL: GitHub: issues, https://github.com/aio-libs/frozenlist/issues
+Project-URL: GitHub: repo, https://github.com/aio-libs/frozenlist
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Intended Audience :: Developers
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Operating System :: POSIX
+Classifier: Operating System :: MacOS :: MacOS X
+Classifier: Operating System :: Microsoft :: Windows
+Requires-Python: >=3.7
+Description-Content-Type: text/x-rst
+License-File: LICENSE
+
+==========
+frozenlist
+==========
+
+.. image:: https://github.com/aio-libs/frozenlist/workflows/CI/badge.svg
+   :target: https://github.com/aio-libs/frozenlist/actions
+   :alt: GitHub status for master branch
+
+.. image:: https://codecov.io/gh/aio-libs/frozenlist/branch/master/graph/badge.svg
+   :target: https://codecov.io/gh/aio-libs/frozenlist
+   :alt: codecov.io status for master branch
+
+.. image:: https://badge.fury.io/py/frozenlist.svg
+   :target: https://pypi.org/project/frozenlist
+   :alt: Latest PyPI package version
+
+.. image:: https://readthedocs.org/projects/frozenlist/badge/?version=latest
+   :target: https://frozenlist.readthedocs.io/
+   :alt: Latest Read The Docs
+
+.. image:: https://img.shields.io/discourse/topics?server=https%3A%2F%2Faio-libs.discourse.group%2F
+   :target: https://aio-libs.discourse.group/
+   :alt: Discourse group for io-libs
+
+.. image:: https://badges.gitter.im/Join%20Chat.svg
+   :target: https://gitter.im/aio-libs/Lobby
+   :alt: Chat on Gitter
+
+Introduction
+============
+
+``frozenlist.FrozenList`` is a list-like structure which implements
+``collections.abc.MutableSequence``. The list is *mutable* until ``FrozenList.freeze``
+is called, after which list modifications raise ``RuntimeError``:
+
+
+>>> from frozenlist import FrozenList
+>>> fl = FrozenList([17, 42])
+>>> fl.append('spam')
+>>> fl.append('Vikings')
+>>> fl
+<FrozenList(frozen=False, [17, 42, 'spam', 'Vikings'])>
+>>> fl.freeze()
+>>> fl
+<FrozenList(frozen=True, [17, 42, 'spam', 'Vikings'])>
+>>> fl.frozen
+True
+>>> fl.append("Monty")
+Traceback (most recent call last):
+  File "<stdin>", line 1, in <module>
+  File "frozenlist/_frozenlist.pyx", line 97, in frozenlist._frozenlist.FrozenList.append
+    self._check_frozen()
+  File "frozenlist/_frozenlist.pyx", line 19, in frozenlist._frozenlist.FrozenList._check_frozen
+    raise RuntimeError("Cannot modify frozen list.")
+RuntimeError: Cannot modify frozen list.
+
+
+FrozenList is also hashable, but only when frozen. Otherwise it also throws a RuntimeError:
+
+
+>>> fl = FrozenList([17, 42, 'spam'])
+>>> hash(fl)
+Traceback (most recent call last):
+  File "<stdin>", line 1, in <module>
+  File "frozenlist/_frozenlist.pyx", line 111, in frozenlist._frozenlist.FrozenList.__hash__
+    raise RuntimeError("Cannot hash unfrozen list.")
+RuntimeError: Cannot hash unfrozen list.
+>>> fl.freeze()
+>>> hash(fl)
+3713081631934410656
+>>> dictionary = {fl: 'Vikings'} # frozen fl can be a dict key
+>>> dictionary
+{<FrozenList(frozen=True, [1, 2])>: 'Vikings'}
+
+
+Installation
+------------
+
+::
+
+   $ pip install frozenlist
+
+The library requires Python 3.6 or newer.
+
+
+Documentation
+=============
+
+https://frozenlist.readthedocs.io/
+
+Communication channels
+======================
+
+*aio-libs discourse group*: https://aio-libs.discourse.group
+
+Feel free to post your questions and ideas here.
+
+*gitter chat* https://gitter.im/aio-libs/Lobby
+
+Requirements
+============
+
+- Python >= 3.6
+
+License
+=======
+
+``frozenlist`` is offered under the Apache 2 license.
+
+Source code
+===========
+
+The project is hosted on GitHub_
+
+Please file an issue in the `bug tracker
+<https://github.com/aio-libs/frozenlist/issues>`_ if you have found a bug
+or have some suggestions to improve the library.
+
+.. _GitHub: https://github.com/aio-libs/frozenlist
diff --git a/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/RECORD b/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/RECORD
new file mode 100644
index 0000000..99b0698
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/RECORD
@@ -0,0 +1,14 @@
+frozenlist-1.3.1.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
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+frozenlist-1.3.1.dist-info/top_level.txt,sha256=jivtxsPXA3nK3WBWW2LW5Mtu_GHt8UZA13NeCs2cKuA,11
+frozenlist/__init__.py,sha256=HgKOrvsm49GjCdB8jQfIlcCuOWfupghXw3La2ZGzzMo,2323
+frozenlist/__init__.pyi,sha256=vMEoES1xGegPtVXoCi9XydEeHsyuIq-KdeXwP5PdsaA,1470
+frozenlist/__pycache__/__init__.cpython-38.pyc,,
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+frozenlist/_frozenlist.pyx,sha256=9V4Z1En6TZwgFD26d-sjxyhUzUm338H1Qiz4-i5ukv0,2983
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new file mode 120000
index 0000000..aad2577
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new file mode 100644
index 0000000..a7d7d06
--- /dev/null
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diff --git a/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/top_level.txt
new file mode 120000
index 0000000..6bfe80e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/frozenlist-1.3.1.dist-info/top_level.txt
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/frozenlist/__init__.py b/venv/lib/python3.8/site-packages/frozenlist/__init__.py
new file mode 100644
index 0000000..b2cbb1b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/frozenlist/__init__.py
@@ -0,0 +1,96 @@
+import os
+import sys
+import types
+from collections.abc import MutableSequence
+from functools import total_ordering
+from typing import Tuple, Type
+
+__version__ = "1.3.1"
+
+__all__ = ("FrozenList", "PyFrozenList")  # type: Tuple[str, ...]
+
+
+NO_EXTENSIONS = bool(os.environ.get("FROZENLIST_NO_EXTENSIONS"))  # type: bool
+
+
+@total_ordering
+class FrozenList(MutableSequence):
+
+    __slots__ = ("_frozen", "_items")
+
+    if sys.version_info >= (3, 9):
+        __class_getitem__ = classmethod(types.GenericAlias)
+    else:
+
+        @classmethod
+        def __class_getitem__(cls: Type["FrozenList"]) -> Type["FrozenList"]:
+            return cls
+
+    def __init__(self, items=None):
+        self._frozen = False
+        if items is not None:
+            items = list(items)
+        else:
+            items = []
+        self._items = items
+
+    @property
+    def frozen(self):
+        return self._frozen
+
+    def freeze(self):
+        self._frozen = True
+
+    def __getitem__(self, index):
+        return self._items[index]
+
+    def __setitem__(self, index, value):
+        if self._frozen:
+            raise RuntimeError("Cannot modify frozen list.")
+        self._items[index] = value
+
+    def __delitem__(self, index):
+        if self._frozen:
+            raise RuntimeError("Cannot modify frozen list.")
+        del self._items[index]
+
+    def __len__(self):
+        return self._items.__len__()
+
+    def __iter__(self):
+        return self._items.__iter__()
+
+    def __reversed__(self):
+        return self._items.__reversed__()
+
+    def __eq__(self, other):
+        return list(self) == other
+
+    def __le__(self, other):
+        return list(self) <= other
+
+    def insert(self, pos, item):
+        if self._frozen:
+            raise RuntimeError("Cannot modify frozen list.")
+        self._items.insert(pos, item)
+
+    def __repr__(self):
+        return f"<FrozenList(frozen={self._frozen}, {self._items!r})>"
+
+    def __hash__(self):
+        if self._frozen:
+            return hash(tuple(self))
+        else:
+            raise RuntimeError("Cannot hash unfrozen list.")
+
+
+PyFrozenList = FrozenList
+
+
+try:
+    from ._frozenlist import FrozenList as CFrozenList  # type: ignore
+
+    if not NO_EXTENSIONS:  # pragma: no cover
+        FrozenList = CFrozenList  # type: ignore
+except ImportError:  # pragma: no cover
+    pass
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new file mode 120000
index 0000000..16b4164
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diff --git a/venv/lib/python3.8/site-packages/frozenlist/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/frozenlist/__pycache__/__init__.cpython-38.pyc
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new file mode 120000
index 0000000..a3f4481
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diff --git a/venv/lib/python3.8/site-packages/html5lib-1.1.dist-info/AUTHORS.rst b/venv/lib/python3.8/site-packages/html5lib-1.1.dist-info/AUTHORS.rst
new file mode 120000
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/html5lib-1.1.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/html5lib-1.1.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/html5lib-1.1.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/html5lib-1.1.dist-info/LICENSE b/venv/lib/python3.8/site-packages/html5lib-1.1.dist-info/LICENSE
new file mode 120000
index 0000000..d684e14
--- /dev/null
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@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/html5lib-1.1.dist-info/METADATA b/venv/lib/python3.8/site-packages/html5lib-1.1.dist-info/METADATA
new file mode 120000
index 0000000..ced052c
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+pip
diff --git a/venv/lib/python3.8/site-packages/idna-3.4.dist-info/LICENSE.md b/venv/lib/python3.8/site-packages/idna-3.4.dist-info/LICENSE.md
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+Metadata-Version: 2.1
+Name: idna
+Version: 3.4
+Summary: Internationalized Domain Names in Applications (IDNA)
+Author-email: Kim Davies <kim@cynosure.com.au>
+Requires-Python: >=3.5
+Description-Content-Type: text/x-rst
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: Intended Audience :: System Administrators
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.5
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Internet :: Name Service (DNS)
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Topic :: Utilities
+Project-URL: Changelog, https://github.com/kjd/idna/blob/master/HISTORY.rst
+Project-URL: Issue tracker, https://github.com/kjd/idna/issues
+Project-URL: Source, https://github.com/kjd/idna
+
+Internationalized Domain Names in Applications (IDNA)
+=====================================================
+
+Support for the Internationalized Domain Names in
+Applications (IDNA) protocol as specified in `RFC 5891
+<https://tools.ietf.org/html/rfc5891>`_. This is the latest version of
+the protocol and is sometimes referred to as “IDNA 2008”.
+
+This library also provides support for Unicode Technical
+Standard 46, `Unicode IDNA Compatibility Processing
+<https://unicode.org/reports/tr46/>`_.
+
+This acts as a suitable replacement for the “encodings.idna”
+module that comes with the Python standard library, but which
+only supports the older superseded IDNA specification (`RFC 3490
+<https://tools.ietf.org/html/rfc3490>`_).
+
+Basic functions are simply executed:
+
+.. code-block:: pycon
+
+    >>> import idna
+    >>> idna.encode('ドメイン.テスト')
+    b'xn--eckwd4c7c.xn--zckzah'
+    >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))
+    ドメイン.テスト
+
+
+Installation
+------------
+
+This package is available for installation from PyPI:
+
+.. code-block:: bash
+
+    $ python3 -m pip install idna
+
+
+Usage
+-----
+
+For typical usage, the ``encode`` and ``decode`` functions will take a
+domain name argument and perform a conversion to A-labels or U-labels
+respectively.
+
+.. code-block:: pycon
+
+    >>> import idna
+    >>> idna.encode('ドメイン.テスト')
+    b'xn--eckwd4c7c.xn--zckzah'
+    >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))
+    ドメイン.テスト
+
+You may use the codec encoding and decoding methods using the
+``idna.codec`` module:
+
+.. code-block:: pycon
+
+    >>> import idna.codec
+    >>> print('домен.испытание'.encode('idna'))
+    b'xn--d1acufc.xn--80akhbyknj4f'
+    >>> print(b'xn--d1acufc.xn--80akhbyknj4f'.decode('idna'))
+    домен.испытание
+
+Conversions can be applied at a per-label basis using the ``ulabel`` or
+``alabel`` functions if necessary:
+
+.. code-block:: pycon
+
+    >>> idna.alabel('测试')
+    b'xn--0zwm56d'
+
+Compatibility Mapping (UTS #46)
++++++++++++++++++++++++++++++++
+
+As described in `RFC 5895 <https://tools.ietf.org/html/rfc5895>`_, the
+IDNA specification does not normalize input from different potential
+ways a user may input a domain name. This functionality, known as
+a “mapping”, is considered by the specification to be a local
+user-interface issue distinct from IDNA conversion functionality.
+
+This library provides one such mapping, that was developed by the
+Unicode Consortium. Known as `Unicode IDNA Compatibility Processing
+<https://unicode.org/reports/tr46/>`_, it provides for both a regular
+mapping for typical applications, as well as a transitional mapping to
+help migrate from older IDNA 2003 applications.
+
+For example, “Königsgäßchen” is not a permissible label as *LATIN
+CAPITAL LETTER K* is not allowed (nor are capital letters in general).
+UTS 46 will convert this into lower case prior to applying the IDNA
+conversion.
+
+.. code-block:: pycon
+
+    >>> import idna
+    >>> idna.encode('Königsgäßchen')
+    ...
+    idna.core.InvalidCodepoint: Codepoint U+004B at position 1 of 'Königsgäßchen' not allowed
+    >>> idna.encode('Königsgäßchen', uts46=True)
+    b'xn--knigsgchen-b4a3dun'
+    >>> print(idna.decode('xn--knigsgchen-b4a3dun'))
+    königsgäßchen
+
+Transitional processing provides conversions to help transition from
+the older 2003 standard to the current standard. For example, in the
+original IDNA specification, the *LATIN SMALL LETTER SHARP S* (ß) was
+converted into two *LATIN SMALL LETTER S* (ss), whereas in the current
+IDNA specification this conversion is not performed.
+
+.. code-block:: pycon
+
+    >>> idna.encode('Königsgäßchen', uts46=True, transitional=True)
+    'xn--knigsgsschen-lcb0w'
+
+Implementors should use transitional processing with caution, only in
+rare cases where conversion from legacy labels to current labels must be
+performed (i.e. IDNA implementations that pre-date 2008). For typical
+applications that just need to convert labels, transitional processing
+is unlikely to be beneficial and could produce unexpected incompatible
+results.
+
+``encodings.idna`` Compatibility
+++++++++++++++++++++++++++++++++
+
+Function calls from the Python built-in ``encodings.idna`` module are
+mapped to their IDNA 2008 equivalents using the ``idna.compat`` module.
+Simply substitute the ``import`` clause in your code to refer to the new
+module name.
+
+Exceptions
+----------
+
+All errors raised during the conversion following the specification
+should raise an exception derived from the ``idna.IDNAError`` base
+class.
+
+More specific exceptions that may be generated as ``idna.IDNABidiError``
+when the error reflects an illegal combination of left-to-right and
+right-to-left characters in a label; ``idna.InvalidCodepoint`` when
+a specific codepoint is an illegal character in an IDN label (i.e.
+INVALID); and ``idna.InvalidCodepointContext`` when the codepoint is
+illegal based on its positional context (i.e. it is CONTEXTO or CONTEXTJ
+but the contextual requirements are not satisfied.)
+
+Building and Diagnostics
+------------------------
+
+The IDNA and UTS 46 functionality relies upon pre-calculated lookup
+tables for performance. These tables are derived from computing against
+eligibility criteria in the respective standards. These tables are
+computed using the command-line script ``tools/idna-data``.
+
+This tool will fetch relevant codepoint data from the Unicode repository
+and perform the required calculations to identify eligibility. There are
+three main modes:
+
+* ``idna-data make-libdata``. Generates ``idnadata.py`` and
+  ``uts46data.py``, the pre-calculated lookup tables using for IDNA and
+  UTS 46 conversions. Implementors who wish to track this library against
+  a different Unicode version may use this tool to manually generate a
+  different version of the ``idnadata.py`` and ``uts46data.py`` files.
+
+* ``idna-data make-table``. Generate a table of the IDNA disposition
+  (e.g. PVALID, CONTEXTJ, CONTEXTO) in the format found in Appendix
+  B.1 of RFC 5892 and the pre-computed tables published by `IANA
+  <https://www.iana.org/>`_.
+
+* ``idna-data U+0061``. Prints debugging output on the various
+  properties associated with an individual Unicode codepoint (in this
+  case, U+0061), that are used to assess the IDNA and UTS 46 status of a
+  codepoint. This is helpful in debugging or analysis.
+
+The tool accepts a number of arguments, described using ``idna-data
+-h``. Most notably, the ``--version`` argument allows the specification
+of the version of Unicode to use in computing the table data. For
+example, ``idna-data --version 9.0.0 make-libdata`` will generate
+library data against Unicode 9.0.0.
+
+
+Additional Notes
+----------------
+
+* **Packages**. The latest tagged release version is published in the
+  `Python Package Index <https://pypi.org/project/idna/>`_.
+
+* **Version support**. This library supports Python 3.5 and higher.
+  As this library serves as a low-level toolkit for a variety of
+  applications, many of which strive for broad compatibility with older
+  Python versions, there is no rush to remove older intepreter support.
+  Removing support for older versions should be well justified in that the
+  maintenance burden has become too high.
+
+* **Python 2**. Python 2 is supported by version 2.x of this library.
+  While active development of the version 2.x series has ended, notable
+  issues being corrected may be backported to 2.x. Use "idna<3" in your
+  requirements file if you need this library for a Python 2 application.
+
+* **Testing**. The library has a test suite based on each rule of the
+  IDNA specification, as well as tests that are provided as part of the
+  Unicode Technical Standard 46, `Unicode IDNA Compatibility Processing
+  <https://unicode.org/reports/tr46/>`_.
+
+* **Emoji**. It is an occasional request to support emoji domains in
+  this library. Encoding of symbols like emoji is expressly prohibited by
+  the technical standard IDNA 2008 and emoji domains are broadly phased
+  out across the domain industry due to associated security risks. For
+  now, applications that wish need to support these non-compliant labels
+  may wish to consider trying the encode/decode operation in this library
+  first, and then falling back to using `encodings.idna`. See `the Github
+  project <https://github.com/kjd/idna/issues/18>`_ for more discussion.
+
diff --git a/venv/lib/python3.8/site-packages/idna-3.4.dist-info/RECORD b/venv/lib/python3.8/site-packages/idna-3.4.dist-info/RECORD
new file mode 100644
index 0000000..9cdbcfb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/idna-3.4.dist-info/RECORD
@@ -0,0 +1,24 @@
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new file mode 100644
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new file mode 120000
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+/home/runner/.cache/pip/pool/e1/37/ca/201ff1bbed386dcda22b3ebfcc5b7e80414410353fdf51c686acce084f
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diff --git a/venv/lib/python3.8/site-packages/idna-3.4.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/idna-3.4.dist-info/direct_url.json
new file mode 100644
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/idna-3.4.dist-info/direct_url.json
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+{"archive_info": {"hash": "sha256=90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"}, "url": "https://files.pythonhosted.org/packages/fc/34/3030de6f1370931b9dbb4dad48f6ab1015ab1d32447850b9fc94e60097be/idna-3.4-py3-none-any.whl"}
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+/home/runner/.cache/pip/pool/d3/fb/0e/114313e02570f5da03defc91857f345f5f4fc2a168501b3b816b05304e
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diff --git a/venv/lib/python3.8/site-packages/idna/core.py b/venv/lib/python3.8/site-packages/idna/core.py
new file mode 100644
index 0000000..4f30037
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/idna/core.py
@@ -0,0 +1,400 @@
+from . import idnadata
+import bisect
+import unicodedata
+import re
+from typing import Union, Optional
+from .intranges import intranges_contain
+
+_virama_combining_class = 9
+_alabel_prefix = b'xn--'
+_unicode_dots_re = re.compile('[\u002e\u3002\uff0e\uff61]')
+
+class IDNAError(UnicodeError):
+    """ Base exception for all IDNA-encoding related problems """
+    pass
+
+
+class IDNABidiError(IDNAError):
+    """ Exception when bidirectional requirements are not satisfied """
+    pass
+
+
+class InvalidCodepoint(IDNAError):
+    """ Exception when a disallowed or unallocated codepoint is used """
+    pass
+
+
+class InvalidCodepointContext(IDNAError):
+    """ Exception when the codepoint is not valid in the context it is used """
+    pass
+
+
+def _combining_class(cp: int) -> int:
+    v = unicodedata.combining(chr(cp))
+    if v == 0:
+        if not unicodedata.name(chr(cp)):
+            raise ValueError('Unknown character in unicodedata')
+    return v
+
+def _is_script(cp: str, script: str) -> bool:
+    return intranges_contain(ord(cp), idnadata.scripts[script])
+
+def _punycode(s: str) -> bytes:
+    return s.encode('punycode')
+
+def _unot(s: int) -> str:
+    return 'U+{:04X}'.format(s)
+
+
+def valid_label_length(label: Union[bytes, str]) -> bool:
+    if len(label) > 63:
+        return False
+    return True
+
+
+def valid_string_length(label: Union[bytes, str], trailing_dot: bool) -> bool:
+    if len(label) > (254 if trailing_dot else 253):
+        return False
+    return True
+
+
+def check_bidi(label: str, check_ltr: bool = False) -> bool:
+    # Bidi rules should only be applied if string contains RTL characters
+    bidi_label = False
+    for (idx, cp) in enumerate(label, 1):
+        direction = unicodedata.bidirectional(cp)
+        if direction == '':
+            # String likely comes from a newer version of Unicode
+            raise IDNABidiError('Unknown directionality in label {} at position {}'.format(repr(label), idx))
+        if direction in ['R', 'AL', 'AN']:
+            bidi_label = True
+    if not bidi_label and not check_ltr:
+        return True
+
+    # Bidi rule 1
+    direction = unicodedata.bidirectional(label[0])
+    if direction in ['R', 'AL']:
+        rtl = True
+    elif direction == 'L':
+        rtl = False
+    else:
+        raise IDNABidiError('First codepoint in label {} must be directionality L, R or AL'.format(repr(label)))
+
+    valid_ending = False
+    number_type = None  # type: Optional[str]
+    for (idx, cp) in enumerate(label, 1):
+        direction = unicodedata.bidirectional(cp)
+
+        if rtl:
+            # Bidi rule 2
+            if not direction in ['R', 'AL', 'AN', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']:
+                raise IDNABidiError('Invalid direction for codepoint at position {} in a right-to-left label'.format(idx))
+            # Bidi rule 3
+            if direction in ['R', 'AL', 'EN', 'AN']:
+                valid_ending = True
+            elif direction != 'NSM':
+                valid_ending = False
+            # Bidi rule 4
+            if direction in ['AN', 'EN']:
+                if not number_type:
+                    number_type = direction
+                else:
+                    if number_type != direction:
+                        raise IDNABidiError('Can not mix numeral types in a right-to-left label')
+        else:
+            # Bidi rule 5
+            if not direction in ['L', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']:
+                raise IDNABidiError('Invalid direction for codepoint at position {} in a left-to-right label'.format(idx))
+            # Bidi rule 6
+            if direction in ['L', 'EN']:
+                valid_ending = True
+            elif direction != 'NSM':
+                valid_ending = False
+
+    if not valid_ending:
+        raise IDNABidiError('Label ends with illegal codepoint directionality')
+
+    return True
+
+
+def check_initial_combiner(label: str) -> bool:
+    if unicodedata.category(label[0])[0] == 'M':
+        raise IDNAError('Label begins with an illegal combining character')
+    return True
+
+
+def check_hyphen_ok(label: str) -> bool:
+    if label[2:4] == '--':
+        raise IDNAError('Label has disallowed hyphens in 3rd and 4th position')
+    if label[0] == '-' or label[-1] == '-':
+        raise IDNAError('Label must not start or end with a hyphen')
+    return True
+
+
+def check_nfc(label: str) -> None:
+    if unicodedata.normalize('NFC', label) != label:
+        raise IDNAError('Label must be in Normalization Form C')
+
+
+def valid_contextj(label: str, pos: int) -> bool:
+    cp_value = ord(label[pos])
+
+    if cp_value == 0x200c:
+
+        if pos > 0:
+            if _combining_class(ord(label[pos - 1])) == _virama_combining_class:
+                return True
+
+        ok = False
+        for i in range(pos-1, -1, -1):
+            joining_type = idnadata.joining_types.get(ord(label[i]))
+            if joining_type == ord('T'):
+                continue
+            if joining_type in [ord('L'), ord('D')]:
+                ok = True
+                break
+
+        if not ok:
+            return False
+
+        ok = False
+        for i in range(pos+1, len(label)):
+            joining_type = idnadata.joining_types.get(ord(label[i]))
+            if joining_type == ord('T'):
+                continue
+            if joining_type in [ord('R'), ord('D')]:
+                ok = True
+                break
+        return ok
+
+    if cp_value == 0x200d:
+
+        if pos > 0:
+            if _combining_class(ord(label[pos - 1])) == _virama_combining_class:
+                return True
+        return False
+
+    else:
+
+        return False
+
+
+def valid_contexto(label: str, pos: int, exception: bool = False) -> bool:
+    cp_value = ord(label[pos])
+
+    if cp_value == 0x00b7:
+        if 0 < pos < len(label)-1:
+            if ord(label[pos - 1]) == 0x006c and ord(label[pos + 1]) == 0x006c:
+                return True
+        return False
+
+    elif cp_value == 0x0375:
+        if pos < len(label)-1 and len(label) > 1:
+            return _is_script(label[pos + 1], 'Greek')
+        return False
+
+    elif cp_value == 0x05f3 or cp_value == 0x05f4:
+        if pos > 0:
+            return _is_script(label[pos - 1], 'Hebrew')
+        return False
+
+    elif cp_value == 0x30fb:
+        for cp in label:
+            if cp == '\u30fb':
+                continue
+            if _is_script(cp, 'Hiragana') or _is_script(cp, 'Katakana') or _is_script(cp, 'Han'):
+                return True
+        return False
+
+    elif 0x660 <= cp_value <= 0x669:
+        for cp in label:
+            if 0x6f0 <= ord(cp) <= 0x06f9:
+                return False
+        return True
+
+    elif 0x6f0 <= cp_value <= 0x6f9:
+        for cp in label:
+            if 0x660 <= ord(cp) <= 0x0669:
+                return False
+        return True
+
+    return False
+
+
+def check_label(label: Union[str, bytes, bytearray]) -> None:
+    if isinstance(label, (bytes, bytearray)):
+        label = label.decode('utf-8')
+    if len(label) == 0:
+        raise IDNAError('Empty Label')
+
+    check_nfc(label)
+    check_hyphen_ok(label)
+    check_initial_combiner(label)
+
+    for (pos, cp) in enumerate(label):
+        cp_value = ord(cp)
+        if intranges_contain(cp_value, idnadata.codepoint_classes['PVALID']):
+            continue
+        elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTJ']):
+            try:
+                if not valid_contextj(label, pos):
+                    raise InvalidCodepointContext('Joiner {} not allowed at position {} in {}'.format(
+                        _unot(cp_value), pos+1, repr(label)))
+            except ValueError:
+                raise IDNAError('Unknown codepoint adjacent to joiner {} at position {} in {}'.format(
+                    _unot(cp_value), pos+1, repr(label)))
+        elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTO']):
+            if not valid_contexto(label, pos):
+                raise InvalidCodepointContext('Codepoint {} not allowed at position {} in {}'.format(_unot(cp_value), pos+1, repr(label)))
+        else:
+            raise InvalidCodepoint('Codepoint {} at position {} of {} not allowed'.format(_unot(cp_value), pos+1, repr(label)))
+
+    check_bidi(label)
+
+
+def alabel(label: str) -> bytes:
+    try:
+        label_bytes = label.encode('ascii')
+        ulabel(label_bytes)
+        if not valid_label_length(label_bytes):
+            raise IDNAError('Label too long')
+        return label_bytes
+    except UnicodeEncodeError:
+        pass
+
+    if not label:
+        raise IDNAError('No Input')
+
+    label = str(label)
+    check_label(label)
+    label_bytes = _punycode(label)
+    label_bytes = _alabel_prefix + label_bytes
+
+    if not valid_label_length(label_bytes):
+        raise IDNAError('Label too long')
+
+    return label_bytes
+
+
+def ulabel(label: Union[str, bytes, bytearray]) -> str:
+    if not isinstance(label, (bytes, bytearray)):
+        try:
+            label_bytes = label.encode('ascii')
+        except UnicodeEncodeError:
+            check_label(label)
+            return label
+    else:
+        label_bytes = label
+
+    label_bytes = label_bytes.lower()
+    if label_bytes.startswith(_alabel_prefix):
+        label_bytes = label_bytes[len(_alabel_prefix):]
+        if not label_bytes:
+            raise IDNAError('Malformed A-label, no Punycode eligible content found')
+        if label_bytes.decode('ascii')[-1] == '-':
+            raise IDNAError('A-label must not end with a hyphen')
+    else:
+        check_label(label_bytes)
+        return label_bytes.decode('ascii')
+
+    try:
+        label = label_bytes.decode('punycode')
+    except UnicodeError:
+        raise IDNAError('Invalid A-label')
+    check_label(label)
+    return label
+
+
+def uts46_remap(domain: str, std3_rules: bool = True, transitional: bool = False) -> str:
+    """Re-map the characters in the string according to UTS46 processing."""
+    from .uts46data import uts46data
+    output = ''
+
+    for pos, char in enumerate(domain):
+        code_point = ord(char)
+        try:
+            uts46row = uts46data[code_point if code_point < 256 else
+                bisect.bisect_left(uts46data, (code_point, 'Z')) - 1]
+            status = uts46row[1]
+            replacement = None  # type: Optional[str]
+            if len(uts46row) == 3:
+                replacement = uts46row[2]  # type: ignore
+            if (status == 'V' or
+                    (status == 'D' and not transitional) or
+                    (status == '3' and not std3_rules and replacement is None)):
+                output += char
+            elif replacement is not None and (status == 'M' or
+                    (status == '3' and not std3_rules) or
+                    (status == 'D' and transitional)):
+                output += replacement
+            elif status != 'I':
+                raise IndexError()
+        except IndexError:
+            raise InvalidCodepoint(
+                'Codepoint {} not allowed at position {} in {}'.format(
+                _unot(code_point), pos + 1, repr(domain)))
+
+    return unicodedata.normalize('NFC', output)
+
+
+def encode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False, transitional: bool = False) -> bytes:
+    if isinstance(s, (bytes, bytearray)):
+        try:
+            s = s.decode('ascii')
+        except UnicodeDecodeError:
+            raise IDNAError('should pass a unicode string to the function rather than a byte string.')
+    if uts46:
+        s = uts46_remap(s, std3_rules, transitional)
+    trailing_dot = False
+    result = []
+    if strict:
+        labels = s.split('.')
+    else:
+        labels = _unicode_dots_re.split(s)
+    if not labels or labels == ['']:
+        raise IDNAError('Empty domain')
+    if labels[-1] == '':
+        del labels[-1]
+        trailing_dot = True
+    for label in labels:
+        s = alabel(label)
+        if s:
+            result.append(s)
+        else:
+            raise IDNAError('Empty label')
+    if trailing_dot:
+        result.append(b'')
+    s = b'.'.join(result)
+    if not valid_string_length(s, trailing_dot):
+        raise IDNAError('Domain too long')
+    return s
+
+
+def decode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False) -> str:
+    try:
+        if isinstance(s, (bytes, bytearray)):
+            s = s.decode('ascii')
+    except UnicodeDecodeError:
+        raise IDNAError('Invalid ASCII in A-label')
+    if uts46:
+        s = uts46_remap(s, std3_rules, False)
+    trailing_dot = False
+    result = []
+    if not strict:
+        labels = _unicode_dots_re.split(s)
+    else:
+        labels = s.split('.')
+    if not labels or labels == ['']:
+        raise IDNAError('Empty domain')
+    if not labels[-1]:
+        del labels[-1]
+        trailing_dot = True
+    for label in labels:
+        s = ulabel(label)
+        if s:
+            result.append(s)
+        else:
+            raise IDNAError('Empty label')
+    if trailing_dot:
+        result.append('')
+    return '.'.join(result)
diff --git a/venv/lib/python3.8/site-packages/idna/idnadata.py b/venv/lib/python3.8/site-packages/idna/idnadata.py
new file mode 100644
index 0000000..67db462
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/idna/idnadata.py
@@ -0,0 +1,2151 @@
+# This file is automatically generated by tools/idna-data
+
+__version__ = '15.0.0'
+scripts = {
+    'Greek': (
+        0x37000000374,
+        0x37500000378,
+        0x37a0000037e,
+        0x37f00000380,
+        0x38400000385,
+        0x38600000387,
+        0x3880000038b,
+        0x38c0000038d,
+        0x38e000003a2,
+        0x3a3000003e2,
+        0x3f000000400,
+        0x1d2600001d2b,
+        0x1d5d00001d62,
+        0x1d6600001d6b,
+        0x1dbf00001dc0,
+        0x1f0000001f16,
+        0x1f1800001f1e,
+        0x1f2000001f46,
+        0x1f4800001f4e,
+        0x1f5000001f58,
+        0x1f5900001f5a,
+        0x1f5b00001f5c,
+        0x1f5d00001f5e,
+        0x1f5f00001f7e,
+        0x1f8000001fb5,
+        0x1fb600001fc5,
+        0x1fc600001fd4,
+        0x1fd600001fdc,
+        0x1fdd00001ff0,
+        0x1ff200001ff5,
+        0x1ff600001fff,
+        0x212600002127,
+        0xab650000ab66,
+        0x101400001018f,
+        0x101a0000101a1,
+        0x1d2000001d246,
+    ),
+    'Han': (
+        0x2e8000002e9a,
+        0x2e9b00002ef4,
+        0x2f0000002fd6,
+        0x300500003006,
+        0x300700003008,
+        0x30210000302a,
+        0x30380000303c,
+        0x340000004dc0,
+        0x4e000000a000,
+        0xf9000000fa6e,
+        0xfa700000fada,
+        0x16fe200016fe4,
+        0x16ff000016ff2,
+        0x200000002a6e0,
+        0x2a7000002b73a,
+        0x2b7400002b81e,
+        0x2b8200002cea2,
+        0x2ceb00002ebe1,
+        0x2f8000002fa1e,
+        0x300000003134b,
+        0x31350000323b0,
+    ),
+    'Hebrew': (
+        0x591000005c8,
+        0x5d0000005eb,
+        0x5ef000005f5,
+        0xfb1d0000fb37,
+        0xfb380000fb3d,
+        0xfb3e0000fb3f,
+        0xfb400000fb42,
+        0xfb430000fb45,
+        0xfb460000fb50,
+    ),
+    'Hiragana': (
+        0x304100003097,
+        0x309d000030a0,
+        0x1b0010001b120,
+        0x1b1320001b133,
+        0x1b1500001b153,
+        0x1f2000001f201,
+    ),
+    'Katakana': (
+        0x30a1000030fb,
+        0x30fd00003100,
+        0x31f000003200,
+        0x32d0000032ff,
+        0x330000003358,
+        0xff660000ff70,
+        0xff710000ff9e,
+        0x1aff00001aff4,
+        0x1aff50001affc,
+        0x1affd0001afff,
+        0x1b0000001b001,
+        0x1b1200001b123,
+        0x1b1550001b156,
+        0x1b1640001b168,
+    ),
+}
+joining_types = {
+    0x600: 85,
+    0x601: 85,
+    0x602: 85,
+    0x603: 85,
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+    0x605: 85,
+    0x608: 85,
+    0x60b: 85,
+    0x620: 68,
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+    0x10d13: 68,
+    0x10d14: 68,
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+    0x10d17: 68,
+    0x10d18: 68,
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+    0x10f74: 82,
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+    0x10f7d: 68,
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+    0x10fb0: 68,
+    0x10fb1: 85,
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+    0x10fb3: 68,
+    0x10fb4: 82,
+    0x10fb5: 82,
+    0x10fb6: 82,
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+    0x10fbd: 82,
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+    0x10fc0: 85,
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+    0x10fc3: 82,
+    0x10fc4: 68,
+    0x10fc5: 85,
+    0x10fc6: 85,
+    0x10fc7: 85,
+    0x10fc8: 85,
+    0x10fc9: 82,
+    0x10fca: 68,
+    0x10fcb: 76,
+    0x110bd: 85,
+    0x110cd: 85,
+    0x1e900: 68,
+    0x1e901: 68,
+    0x1e902: 68,
+    0x1e903: 68,
+    0x1e904: 68,
+    0x1e905: 68,
+    0x1e906: 68,
+    0x1e907: 68,
+    0x1e908: 68,
+    0x1e909: 68,
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+    0x1e90b: 68,
+    0x1e90c: 68,
+    0x1e90d: 68,
+    0x1e90e: 68,
+    0x1e90f: 68,
+    0x1e910: 68,
+    0x1e911: 68,
+    0x1e912: 68,
+    0x1e913: 68,
+    0x1e914: 68,
+    0x1e915: 68,
+    0x1e916: 68,
+    0x1e917: 68,
+    0x1e918: 68,
+    0x1e919: 68,
+    0x1e91a: 68,
+    0x1e91b: 68,
+    0x1e91c: 68,
+    0x1e91d: 68,
+    0x1e91e: 68,
+    0x1e91f: 68,
+    0x1e920: 68,
+    0x1e921: 68,
+    0x1e922: 68,
+    0x1e923: 68,
+    0x1e924: 68,
+    0x1e925: 68,
+    0x1e926: 68,
+    0x1e927: 68,
+    0x1e928: 68,
+    0x1e929: 68,
+    0x1e92a: 68,
+    0x1e92b: 68,
+    0x1e92c: 68,
+    0x1e92d: 68,
+    0x1e92e: 68,
+    0x1e92f: 68,
+    0x1e930: 68,
+    0x1e931: 68,
+    0x1e932: 68,
+    0x1e933: 68,
+    0x1e934: 68,
+    0x1e935: 68,
+    0x1e936: 68,
+    0x1e937: 68,
+    0x1e938: 68,
+    0x1e939: 68,
+    0x1e93a: 68,
+    0x1e93b: 68,
+    0x1e93c: 68,
+    0x1e93d: 68,
+    0x1e93e: 68,
+    0x1e93f: 68,
+    0x1e940: 68,
+    0x1e941: 68,
+    0x1e942: 68,
+    0x1e943: 68,
+    0x1e94b: 84,
+}
+codepoint_classes = {
+    'PVALID': (
+        0x2d0000002e,
+        0x300000003a,
+        0x610000007b,
+        0xdf000000f7,
+        0xf800000100,
+        0x10100000102,
+        0x10300000104,
+        0x10500000106,
+        0x10700000108,
+        0x1090000010a,
+        0x10b0000010c,
+        0x10d0000010e,
+        0x10f00000110,
+        0x11100000112,
+        0x11300000114,
+        0x11500000116,
+        0x11700000118,
+        0x1190000011a,
+        0x11b0000011c,
+        0x11d0000011e,
+        0x11f00000120,
+        0x12100000122,
+        0x12300000124,
+        0x12500000126,
+        0x12700000128,
+        0x1290000012a,
+        0x12b0000012c,
+        0x12d0000012e,
+        0x12f00000130,
+        0x13100000132,
+        0x13500000136,
+        0x13700000139,
+        0x13a0000013b,
+        0x13c0000013d,
+        0x13e0000013f,
+        0x14200000143,
+        0x14400000145,
+        0x14600000147,
+        0x14800000149,
+        0x14b0000014c,
+        0x14d0000014e,
+        0x14f00000150,
+        0x15100000152,
+        0x15300000154,
+        0x15500000156,
+        0x15700000158,
+        0x1590000015a,
+        0x15b0000015c,
+        0x15d0000015e,
+        0x15f00000160,
+        0x16100000162,
+        0x16300000164,
+        0x16500000166,
+        0x16700000168,
+        0x1690000016a,
+        0x16b0000016c,
+        0x16d0000016e,
+        0x16f00000170,
+        0x17100000172,
+        0x17300000174,
+        0x17500000176,
+        0x17700000178,
+        0x17a0000017b,
+        0x17c0000017d,
+        0x17e0000017f,
+        0x18000000181,
+        0x18300000184,
+        0x18500000186,
+        0x18800000189,
+        0x18c0000018e,
+        0x19200000193,
+        0x19500000196,
+        0x1990000019c,
+        0x19e0000019f,
+        0x1a1000001a2,
+        0x1a3000001a4,
+        0x1a5000001a6,
+        0x1a8000001a9,
+        0x1aa000001ac,
+        0x1ad000001ae,
+        0x1b0000001b1,
+        0x1b4000001b5,
+        0x1b6000001b7,
+        0x1b9000001bc,
+        0x1bd000001c4,
+        0x1ce000001cf,
+        0x1d0000001d1,
+        0x1d2000001d3,
+        0x1d4000001d5,
+        0x1d6000001d7,
+        0x1d8000001d9,
+        0x1da000001db,
+        0x1dc000001de,
+        0x1df000001e0,
+        0x1e1000001e2,
+        0x1e3000001e4,
+        0x1e5000001e6,
+        0x1e7000001e8,
+        0x1e9000001ea,
+        0x1eb000001ec,
+        0x1ed000001ee,
+        0x1ef000001f1,
+        0x1f5000001f6,
+        0x1f9000001fa,
+        0x1fb000001fc,
+        0x1fd000001fe,
+        0x1ff00000200,
+        0x20100000202,
+        0x20300000204,
+        0x20500000206,
+        0x20700000208,
+        0x2090000020a,
+        0x20b0000020c,
+        0x20d0000020e,
+        0x20f00000210,
+        0x21100000212,
+        0x21300000214,
+        0x21500000216,
+        0x21700000218,
+        0x2190000021a,
+        0x21b0000021c,
+        0x21d0000021e,
+        0x21f00000220,
+        0x22100000222,
+        0x22300000224,
+        0x22500000226,
+        0x22700000228,
+        0x2290000022a,
+        0x22b0000022c,
+        0x22d0000022e,
+        0x22f00000230,
+        0x23100000232,
+        0x2330000023a,
+        0x23c0000023d,
+        0x23f00000241,
+        0x24200000243,
+        0x24700000248,
+        0x2490000024a,
+        0x24b0000024c,
+        0x24d0000024e,
+        0x24f000002b0,
+        0x2b9000002c2,
+        0x2c6000002d2,
+        0x2ec000002ed,
+        0x2ee000002ef,
+        0x30000000340,
+        0x34200000343,
+        0x3460000034f,
+        0x35000000370,
+        0x37100000372,
+        0x37300000374,
+        0x37700000378,
+        0x37b0000037e,
+        0x39000000391,
+        0x3ac000003cf,
+        0x3d7000003d8,
+        0x3d9000003da,
+        0x3db000003dc,
+        0x3dd000003de,
+        0x3df000003e0,
+        0x3e1000003e2,
+        0x3e3000003e4,
+        0x3e5000003e6,
+        0x3e7000003e8,
+        0x3e9000003ea,
+        0x3eb000003ec,
+        0x3ed000003ee,
+        0x3ef000003f0,
+        0x3f3000003f4,
+        0x3f8000003f9,
+        0x3fb000003fd,
+        0x43000000460,
+        0x46100000462,
+        0x46300000464,
+        0x46500000466,
+        0x46700000468,
+        0x4690000046a,
+        0x46b0000046c,
+        0x46d0000046e,
+        0x46f00000470,
+        0x47100000472,
+        0x47300000474,
+        0x47500000476,
+        0x47700000478,
+        0x4790000047a,
+        0x47b0000047c,
+        0x47d0000047e,
+        0x47f00000480,
+        0x48100000482,
+        0x48300000488,
+        0x48b0000048c,
+        0x48d0000048e,
+        0x48f00000490,
+        0x49100000492,
+        0x49300000494,
+        0x49500000496,
+        0x49700000498,
+        0x4990000049a,
+        0x49b0000049c,
+        0x49d0000049e,
+        0x49f000004a0,
+        0x4a1000004a2,
+        0x4a3000004a4,
+        0x4a5000004a6,
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+        0x4a9000004aa,
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+        0x4af000004b0,
+        0x4b1000004b2,
+        0x4b3000004b4,
+        0x4b5000004b6,
+        0x4b7000004b8,
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+        0x4bb000004bc,
+        0x4bd000004be,
+        0x4bf000004c0,
+        0x4c2000004c3,
+        0x4c4000004c5,
+        0x4c6000004c7,
+        0x4c8000004c9,
+        0x4ca000004cb,
+        0x4cc000004cd,
+        0x4ce000004d0,
+        0x4d1000004d2,
+        0x4d3000004d4,
+        0x4d5000004d6,
+        0x4d7000004d8,
+        0x4d9000004da,
+        0x4db000004dc,
+        0x4dd000004de,
+        0x4df000004e0,
+        0x4e1000004e2,
+        0x4e3000004e4,
+        0x4e5000004e6,
+        0x4e7000004e8,
+        0x4e9000004ea,
+        0x4eb000004ec,
+        0x4ed000004ee,
+        0x4ef000004f0,
+        0x4f1000004f2,
+        0x4f3000004f4,
+        0x4f5000004f6,
+        0x4f7000004f8,
+        0x4f9000004fa,
+        0x4fb000004fc,
+        0x4fd000004fe,
+        0x4ff00000500,
+        0x50100000502,
+        0x50300000504,
+        0x50500000506,
+        0x50700000508,
+        0x5090000050a,
+        0x50b0000050c,
+        0x50d0000050e,
+        0x50f00000510,
+        0x51100000512,
+        0x51300000514,
+        0x51500000516,
+        0x51700000518,
+        0x5190000051a,
+        0x51b0000051c,
+        0x51d0000051e,
+        0x51f00000520,
+        0x52100000522,
+        0x52300000524,
+        0x52500000526,
+        0x52700000528,
+        0x5290000052a,
+        0x52b0000052c,
+        0x52d0000052e,
+        0x52f00000530,
+        0x5590000055a,
+        0x56000000587,
+        0x58800000589,
+        0x591000005be,
+        0x5bf000005c0,
+        0x5c1000005c3,
+        0x5c4000005c6,
+        0x5c7000005c8,
+        0x5d0000005eb,
+        0x5ef000005f3,
+        0x6100000061b,
+        0x62000000640,
+        0x64100000660,
+        0x66e00000675,
+        0x679000006d4,
+        0x6d5000006dd,
+        0x6df000006e9,
+        0x6ea000006f0,
+        0x6fa00000700,
+        0x7100000074b,
+        0x74d000007b2,
+        0x7c0000007f6,
+        0x7fd000007fe,
+        0x8000000082e,
+        0x8400000085c,
+        0x8600000086b,
+        0x87000000888,
+        0x8890000088f,
+        0x898000008e2,
+        0x8e300000958,
+        0x96000000964,
+        0x96600000970,
+        0x97100000984,
+        0x9850000098d,
+        0x98f00000991,
+        0x993000009a9,
+        0x9aa000009b1,
+        0x9b2000009b3,
+        0x9b6000009ba,
+        0x9bc000009c5,
+        0x9c7000009c9,
+        0x9cb000009cf,
+        0x9d7000009d8,
+        0x9e0000009e4,
+        0x9e6000009f2,
+        0x9fc000009fd,
+        0x9fe000009ff,
+        0xa0100000a04,
+        0xa0500000a0b,
+        0xa0f00000a11,
+        0xa1300000a29,
+        0xa2a00000a31,
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diff --git a/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/LICENSE b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/LICENSE
new file mode 120000
index 0000000..acbcd57
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cf/c7/74/9b96f63bd31c3c42b5c471bf756814053e847c10f3eb003417bc523d30
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/METADATA b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/METADATA
new file mode 100644
index 0000000..829da26
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/METADATA
@@ -0,0 +1,135 @@
+Metadata-Version: 2.1
+Name: importlib-metadata
+Version: 5.0.0
+Summary: Read metadata from Python packages
+Home-page: https://github.com/python/importlib_metadata
+Author: Jason R. Coombs
+Author-email: jaraco@jaraco.com
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Requires-Python: >=3.7
+License-File: LICENSE
+Requires-Dist: zipp (>=0.5)
+Requires-Dist: typing-extensions (>=3.6.4) ; python_version < "3.8"
+Provides-Extra: docs
+Requires-Dist: sphinx (>=3.5) ; extra == 'docs'
+Requires-Dist: jaraco.packaging (>=9) ; extra == 'docs'
+Requires-Dist: rst.linker (>=1.9) ; extra == 'docs'
+Requires-Dist: furo ; extra == 'docs'
+Requires-Dist: jaraco.tidelift (>=1.4) ; extra == 'docs'
+Provides-Extra: perf
+Requires-Dist: ipython ; extra == 'perf'
+Provides-Extra: testing
+Requires-Dist: pytest (>=6) ; extra == 'testing'
+Requires-Dist: pytest-checkdocs (>=2.4) ; extra == 'testing'
+Requires-Dist: pytest-flake8 ; extra == 'testing'
+Requires-Dist: flake8 (<5) ; extra == 'testing'
+Requires-Dist: pytest-cov ; extra == 'testing'
+Requires-Dist: pytest-enabler (>=1.3) ; extra == 'testing'
+Requires-Dist: packaging ; extra == 'testing'
+Requires-Dist: pyfakefs ; extra == 'testing'
+Requires-Dist: flufl.flake8 ; extra == 'testing'
+Requires-Dist: pytest-perf (>=0.9.2) ; extra == 'testing'
+Requires-Dist: pytest-black (>=0.3.7) ; (platform_python_implementation != "PyPy") and extra == 'testing'
+Requires-Dist: pytest-mypy (>=0.9.1) ; (platform_python_implementation != "PyPy") and extra == 'testing'
+Requires-Dist: importlib-resources (>=1.3) ; (python_version < "3.9") and extra == 'testing'
+
+.. image:: https://img.shields.io/pypi/v/importlib_metadata.svg
+   :target: `PyPI link`_
+
+.. image:: https://img.shields.io/pypi/pyversions/importlib_metadata.svg
+   :target: `PyPI link`_
+
+.. _PyPI link: https://pypi.org/project/importlib_metadata
+
+.. image:: https://github.com/python/importlib_metadata/workflows/tests/badge.svg
+   :target: https://github.com/python/importlib_metadata/actions?query=workflow%3A%22tests%22
+   :alt: tests
+
+.. image:: https://img.shields.io/badge/code%20style-black-000000.svg
+   :target: https://github.com/psf/black
+   :alt: Code style: Black
+
+.. image:: https://readthedocs.org/projects/importlib-metadata/badge/?version=latest
+   :target: https://importlib-metadata.readthedocs.io/en/latest/?badge=latest
+
+.. image:: https://img.shields.io/badge/skeleton-2022-informational
+   :target: https://blog.jaraco.com/skeleton
+
+.. image:: https://tidelift.com/badges/package/pypi/importlib-metadata
+   :target: https://tidelift.com/subscription/pkg/pypi-importlib-metadata?utm_source=pypi-importlib-metadata&utm_medium=readme
+
+Library to access the metadata for a Python package.
+
+This package supplies third-party access to the functionality of
+`importlib.metadata <https://docs.python.org/3/library/importlib.metadata.html>`_
+including improvements added to subsequent Python versions.
+
+
+Compatibility
+=============
+
+New features are introduced in this third-party library and later merged
+into CPython. The following table indicates which versions of this library
+were contributed to different versions in the standard library:
+
+.. list-table::
+   :header-rows: 1
+
+   * - importlib_metadata
+     - stdlib
+   * - 4.8
+     - 3.11
+   * - 4.4
+     - 3.10
+   * - 1.4
+     - 3.8
+
+
+Usage
+=====
+
+See the `online documentation <https://importlib_metadata.readthedocs.io/>`_
+for usage details.
+
+`Finder authors
+<https://docs.python.org/3/reference/import.html#finders-and-loaders>`_ can
+also add support for custom package installers.  See the above documentation
+for details.
+
+
+Caveats
+=======
+
+This project primarily supports third-party packages installed by PyPA
+tools (or other conforming packages). It does not support:
+
+- Packages in the stdlib.
+- Packages installed without metadata.
+
+Project details
+===============
+
+ * Project home: https://github.com/python/importlib_metadata
+ * Report bugs at: https://github.com/python/importlib_metadata/issues
+ * Code hosting: https://github.com/python/importlib_metadata
+ * Documentation: https://importlib_metadata.readthedocs.io/
+
+For Enterprise
+==============
+
+Available as part of the Tidelift Subscription.
+
+This project and the maintainers of thousands of other packages are working with Tidelift to deliver one enterprise subscription that covers all of the open source you use.
+
+`Learn more <https://tidelift.com/subscription/pkg/pypi-importlib-metadata?utm_source=pypi-importlib-metadata&utm_medium=referral&utm_campaign=github>`_.
+
+Security Contact
+================
+
+To report a security vulnerability, please use the
+`Tidelift security contact <https://tidelift.com/security>`_.
+Tidelift will coordinate the fix and disclosure.
diff --git a/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/RECORD b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/RECORD
new file mode 100644
index 0000000..01446d9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/RECORD
@@ -0,0 +1,27 @@
+importlib_metadata-5.0.0.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+importlib_metadata-5.0.0.dist-info/LICENSE,sha256=z8d0m5b2O9McPEK1xHG_dWgUBT6EfBDz6wA0F7xSPTA,11358
+importlib_metadata-5.0.0.dist-info/METADATA,sha256=VJrUEwmWzjS9mnf691FLS-LTQeL_TmgH5RR2F3g_WsE,4913
+importlib_metadata-5.0.0.dist-info/RECORD,,
+importlib_metadata-5.0.0.dist-info/REQUESTED,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+importlib_metadata-5.0.0.dist-info/WHEEL,sha256=G16H4A3IeoQmnOrYV4ueZGKSjhipXx8zc8nu9FGlvMA,92
+importlib_metadata-5.0.0.dist-info/direct_url.json,sha256=CgftqnZnsKe2u-fuD-ELyI9SAE9eSeR6iI7ALdUf5u8,260
+importlib_metadata-5.0.0.dist-info/top_level.txt,sha256=CO3fD9yylANiXkrMo4qHLV_mqXL2sC5JFKgt1yWAT-A,19
+importlib_metadata/__init__.py,sha256=aJ6-g7EoQlYrm2qN0nveVpOLv2WH0qch1DWDZJvMd7M,26477
+importlib_metadata/__pycache__/__init__.cpython-38.pyc,,
+importlib_metadata/__pycache__/_adapters.cpython-38.pyc,,
+importlib_metadata/__pycache__/_collections.cpython-38.pyc,,
+importlib_metadata/__pycache__/_compat.cpython-38.pyc,,
+importlib_metadata/__pycache__/_functools.cpython-38.pyc,,
+importlib_metadata/__pycache__/_itertools.cpython-38.pyc,,
+importlib_metadata/__pycache__/_meta.cpython-38.pyc,,
+importlib_metadata/__pycache__/_py39compat.cpython-38.pyc,,
+importlib_metadata/__pycache__/_text.cpython-38.pyc,,
+importlib_metadata/_adapters.py,sha256=B6fCi5-8mLVDFUZj3krI5nAo-mKp1dH_qIavyIyFrJs,1862
+importlib_metadata/_collections.py,sha256=CJ0OTCHIjWA0ZIVS4voORAsn2R4R2cQBEtPsZEJpASY,743
+importlib_metadata/_compat.py,sha256=9zOKf0eDgkCMnnaEhU5kQVxHd1P8BIYV7Stso7av5h8,1857
+importlib_metadata/_functools.py,sha256=PsY2-4rrKX4RVeRC1oGp1lB1pmC9eKN88_f-bD9uOoA,2895
+importlib_metadata/_itertools.py,sha256=cvr_2v8BRbxcIl5x5ldfqdHjhI8Yi8s8yk50G_nm6jQ,2068
+importlib_metadata/_meta.py,sha256=_F48Hu_jFxkfKWz5wcYS8vO23qEygbVdF9r-6qh-hjE,1154
+importlib_metadata/_py39compat.py,sha256=wEUps-HX4E7j_L0IcPsGXxsD1VJ-h4q3acDFg9rpu-c,1754
+importlib_metadata/_text.py,sha256=HCsFksZpJLeTP3NEk_ngrAeXVRRtTrtyh9eOABoRP4A,2166
+importlib_metadata/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
diff --git a/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/REQUESTED b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/REQUESTED
new file mode 100644
index 0000000..e69de29
diff --git a/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/WHEEL b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/WHEEL
new file mode 120000
index 0000000..7e89bc1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1b/5e/87/e00dc87a84269cead8578b9e6462928e18a95f1f3373c9eef451a5bcc0
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/direct_url.json
new file mode 100644
index 0000000..3390111
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/direct_url.json
@@ -0,0 +1 @@
+{"archive_info": {"hash": "sha256=ddb0e35065e8938f867ed4928d0ae5bf2a53b7773871bfe6bcc7e4fcdc7dea43"}, "url": "https://files.pythonhosted.org/packages/b5/64/ef29a63cf08f047bb7fb22ab0f1f774b87eed0bb46d067a5a524798a4af8/importlib_metadata-5.0.0-py3-none-any.whl"}
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/top_level.txt
new file mode 120000
index 0000000..2459d98
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata-5.0.0.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/08/ed/df/0fdcb29403625e4acca38a872d5fe6a972f6b02e4914a82dd725804fe0
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/importlib_metadata/__init__.py b/venv/lib/python3.8/site-packages/importlib_metadata/__init__.py
new file mode 100644
index 0000000..304b6d4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata/__init__.py
@@ -0,0 +1,904 @@
+import os
+import re
+import abc
+import csv
+import sys
+import zipp
+import email
+import pathlib
+import operator
+import textwrap
+import warnings
+import functools
+import itertools
+import posixpath
+import collections
+
+from . import _adapters, _meta, _py39compat
+from ._collections import FreezableDefaultDict, Pair
+from ._compat import (
+    NullFinder,
+    install,
+    pypy_partial,
+)
+from ._functools import method_cache, pass_none
+from ._itertools import always_iterable, unique_everseen
+from ._meta import PackageMetadata, SimplePath
+
+from contextlib import suppress
+from importlib import import_module
+from importlib.abc import MetaPathFinder
+from itertools import starmap
+from typing import List, Mapping, Optional
+
+
+__all__ = [
+    'Distribution',
+    'DistributionFinder',
+    'PackageMetadata',
+    'PackageNotFoundError',
+    'distribution',
+    'distributions',
+    'entry_points',
+    'files',
+    'metadata',
+    'packages_distributions',
+    'requires',
+    'version',
+]
+
+
+class PackageNotFoundError(ModuleNotFoundError):
+    """The package was not found."""
+
+    def __str__(self):
+        return f"No package metadata was found for {self.name}"
+
+    @property
+    def name(self):
+        (name,) = self.args
+        return name
+
+
+class Sectioned:
+    """
+    A simple entry point config parser for performance
+
+    >>> for item in Sectioned.read(Sectioned._sample):
+    ...     print(item)
+    Pair(name='sec1', value='# comments ignored')
+    Pair(name='sec1', value='a = 1')
+    Pair(name='sec1', value='b = 2')
+    Pair(name='sec2', value='a = 2')
+
+    >>> res = Sectioned.section_pairs(Sectioned._sample)
+    >>> item = next(res)
+    >>> item.name
+    'sec1'
+    >>> item.value
+    Pair(name='a', value='1')
+    >>> item = next(res)
+    >>> item.value
+    Pair(name='b', value='2')
+    >>> item = next(res)
+    >>> item.name
+    'sec2'
+    >>> item.value
+    Pair(name='a', value='2')
+    >>> list(res)
+    []
+    """
+
+    _sample = textwrap.dedent(
+        """
+        [sec1]
+        # comments ignored
+        a = 1
+        b = 2
+
+        [sec2]
+        a = 2
+        """
+    ).lstrip()
+
+    @classmethod
+    def section_pairs(cls, text):
+        return (
+            section._replace(value=Pair.parse(section.value))
+            for section in cls.read(text, filter_=cls.valid)
+            if section.name is not None
+        )
+
+    @staticmethod
+    def read(text, filter_=None):
+        lines = filter(filter_, map(str.strip, text.splitlines()))
+        name = None
+        for value in lines:
+            section_match = value.startswith('[') and value.endswith(']')
+            if section_match:
+                name = value.strip('[]')
+                continue
+            yield Pair(name, value)
+
+    @staticmethod
+    def valid(line):
+        return line and not line.startswith('#')
+
+
+class DeprecatedTuple:
+    """
+    Provide subscript item access for backward compatibility.
+
+    >>> recwarn = getfixture('recwarn')
+    >>> ep = EntryPoint(name='name', value='value', group='group')
+    >>> ep[:]
+    ('name', 'value', 'group')
+    >>> ep[0]
+    'name'
+    >>> len(recwarn)
+    1
+    """
+
+    _warn = functools.partial(
+        warnings.warn,
+        "EntryPoint tuple interface is deprecated. Access members by name.",
+        DeprecationWarning,
+        stacklevel=pypy_partial(2),
+    )
+
+    def __getitem__(self, item):
+        self._warn()
+        return self._key()[item]
+
+
+class EntryPoint(DeprecatedTuple):
+    """An entry point as defined by Python packaging conventions.
+
+    See `the packaging docs on entry points
+    <https://packaging.python.org/specifications/entry-points/>`_
+    for more information.
+
+    >>> ep = EntryPoint(
+    ...     name=None, group=None, value='package.module:attr [extra1, extra2]')
+    >>> ep.module
+    'package.module'
+    >>> ep.attr
+    'attr'
+    >>> ep.extras
+    ['extra1', 'extra2']
+    """
+
+    pattern = re.compile(
+        r'(?P<module>[\w.]+)\s*'
+        r'(:\s*(?P<attr>[\w.]+)\s*)?'
+        r'((?P<extras>\[.*\])\s*)?$'
+    )
+    """
+    A regular expression describing the syntax for an entry point,
+    which might look like:
+
+        - module
+        - package.module
+        - package.module:attribute
+        - package.module:object.attribute
+        - package.module:attr [extra1, extra2]
+
+    Other combinations are possible as well.
+
+    The expression is lenient about whitespace around the ':',
+    following the attr, and following any extras.
+    """
+
+    name: str
+    value: str
+    group: str
+
+    dist: Optional['Distribution'] = None
+
+    def __init__(self, name, value, group):
+        vars(self).update(name=name, value=value, group=group)
+
+    def load(self):
+        """Load the entry point from its definition. If only a module
+        is indicated by the value, return that module. Otherwise,
+        return the named object.
+        """
+        match = self.pattern.match(self.value)
+        module = import_module(match.group('module'))
+        attrs = filter(None, (match.group('attr') or '').split('.'))
+        return functools.reduce(getattr, attrs, module)
+
+    @property
+    def module(self):
+        match = self.pattern.match(self.value)
+        return match.group('module')
+
+    @property
+    def attr(self):
+        match = self.pattern.match(self.value)
+        return match.group('attr')
+
+    @property
+    def extras(self):
+        match = self.pattern.match(self.value)
+        return re.findall(r'\w+', match.group('extras') or '')
+
+    def _for(self, dist):
+        vars(self).update(dist=dist)
+        return self
+
+    def matches(self, **params):
+        """
+        EntryPoint matches the given parameters.
+
+        >>> ep = EntryPoint(group='foo', name='bar', value='bing:bong [extra1, extra2]')
+        >>> ep.matches(group='foo')
+        True
+        >>> ep.matches(name='bar', value='bing:bong [extra1, extra2]')
+        True
+        >>> ep.matches(group='foo', name='other')
+        False
+        >>> ep.matches()
+        True
+        >>> ep.matches(extras=['extra1', 'extra2'])
+        True
+        >>> ep.matches(module='bing')
+        True
+        >>> ep.matches(attr='bong')
+        True
+        """
+        attrs = (getattr(self, param) for param in params)
+        return all(map(operator.eq, params.values(), attrs))
+
+    def _key(self):
+        return self.name, self.value, self.group
+
+    def __lt__(self, other):
+        return self._key() < other._key()
+
+    def __eq__(self, other):
+        return self._key() == other._key()
+
+    def __setattr__(self, name, value):
+        raise AttributeError("EntryPoint objects are immutable.")
+
+    def __repr__(self):
+        return (
+            f'EntryPoint(name={self.name!r}, value={self.value!r}, '
+            f'group={self.group!r})'
+        )
+
+    def __hash__(self):
+        return hash(self._key())
+
+
+class EntryPoints(tuple):
+    """
+    An immutable collection of selectable EntryPoint objects.
+    """
+
+    __slots__ = ()
+
+    def __getitem__(self, name):  # -> EntryPoint:
+        """
+        Get the EntryPoint in self matching name.
+        """
+        try:
+            return next(iter(self.select(name=name)))
+        except StopIteration:
+            raise KeyError(name)
+
+    def select(self, **params):
+        """
+        Select entry points from self that match the
+        given parameters (typically group and/or name).
+        """
+        candidates = (_py39compat.ep_matches(ep, **params) for ep in self)
+        return EntryPoints(ep for ep, predicate in candidates if predicate)
+
+    @property
+    def names(self):
+        """
+        Return the set of all names of all entry points.
+        """
+        return {ep.name for ep in self}
+
+    @property
+    def groups(self):
+        """
+        Return the set of all groups of all entry points.
+        """
+        return {ep.group for ep in self}
+
+    @classmethod
+    def _from_text_for(cls, text, dist):
+        return cls(ep._for(dist) for ep in cls._from_text(text))
+
+    @staticmethod
+    def _from_text(text):
+        return (
+            EntryPoint(name=item.value.name, value=item.value.value, group=item.name)
+            for item in Sectioned.section_pairs(text or '')
+        )
+
+
+class PackagePath(pathlib.PurePosixPath):
+    """A reference to a path in a package"""
+
+    def read_text(self, encoding='utf-8'):
+        with self.locate().open(encoding=encoding) as stream:
+            return stream.read()
+
+    def read_binary(self):
+        with self.locate().open('rb') as stream:
+            return stream.read()
+
+    def locate(self):
+        """Return a path-like object for this path"""
+        return self.dist.locate_file(self)
+
+
+class FileHash:
+    def __init__(self, spec):
+        self.mode, _, self.value = spec.partition('=')
+
+    def __repr__(self):
+        return f'<FileHash mode: {self.mode} value: {self.value}>'
+
+
+class Distribution:
+    """A Python distribution package."""
+
+    @abc.abstractmethod
+    def read_text(self, filename):
+        """Attempt to load metadata file given by the name.
+
+        :param filename: The name of the file in the distribution info.
+        :return: The text if found, otherwise None.
+        """
+
+    @abc.abstractmethod
+    def locate_file(self, path):
+        """
+        Given a path to a file in this distribution, return a path
+        to it.
+        """
+
+    @classmethod
+    def from_name(cls, name: str):
+        """Return the Distribution for the given package name.
+
+        :param name: The name of the distribution package to search for.
+        :return: The Distribution instance (or subclass thereof) for the named
+            package, if found.
+        :raises PackageNotFoundError: When the named package's distribution
+            metadata cannot be found.
+        :raises ValueError: When an invalid value is supplied for name.
+        """
+        if not name:
+            raise ValueError("A distribution name is required.")
+        try:
+            return next(cls.discover(name=name))
+        except StopIteration:
+            raise PackageNotFoundError(name)
+
+    @classmethod
+    def discover(cls, **kwargs):
+        """Return an iterable of Distribution objects for all packages.
+
+        Pass a ``context`` or pass keyword arguments for constructing
+        a context.
+
+        :context: A ``DistributionFinder.Context`` object.
+        :return: Iterable of Distribution objects for all packages.
+        """
+        context = kwargs.pop('context', None)
+        if context and kwargs:
+            raise ValueError("cannot accept context and kwargs")
+        context = context or DistributionFinder.Context(**kwargs)
+        return itertools.chain.from_iterable(
+            resolver(context) for resolver in cls._discover_resolvers()
+        )
+
+    @staticmethod
+    def at(path):
+        """Return a Distribution for the indicated metadata path
+
+        :param path: a string or path-like object
+        :return: a concrete Distribution instance for the path
+        """
+        return PathDistribution(pathlib.Path(path))
+
+    @staticmethod
+    def _discover_resolvers():
+        """Search the meta_path for resolvers."""
+        declared = (
+            getattr(finder, 'find_distributions', None) for finder in sys.meta_path
+        )
+        return filter(None, declared)
+
+    @property
+    def metadata(self) -> _meta.PackageMetadata:
+        """Return the parsed metadata for this Distribution.
+
+        The returned object will have keys that name the various bits of
+        metadata.  See PEP 566 for details.
+        """
+        text = (
+            self.read_text('METADATA')
+            or self.read_text('PKG-INFO')
+            # This last clause is here to support old egg-info files.  Its
+            # effect is to just end up using the PathDistribution's self._path
+            # (which points to the egg-info file) attribute unchanged.
+            or self.read_text('')
+        )
+        return _adapters.Message(email.message_from_string(text))
+
+    @property
+    def name(self):
+        """Return the 'Name' metadata for the distribution package."""
+        return self.metadata['Name']
+
+    @property
+    def _normalized_name(self):
+        """Return a normalized version of the name."""
+        return Prepared.normalize(self.name)
+
+    @property
+    def version(self):
+        """Return the 'Version' metadata for the distribution package."""
+        return self.metadata['Version']
+
+    @property
+    def entry_points(self):
+        return EntryPoints._from_text_for(self.read_text('entry_points.txt'), self)
+
+    @property
+    def files(self):
+        """Files in this distribution.
+
+        :return: List of PackagePath for this distribution or None
+
+        Result is `None` if the metadata file that enumerates files
+        (i.e. RECORD for dist-info or SOURCES.txt for egg-info) is
+        missing.
+        Result may be empty if the metadata exists but is empty.
+        """
+
+        def make_file(name, hash=None, size_str=None):
+            result = PackagePath(name)
+            result.hash = FileHash(hash) if hash else None
+            result.size = int(size_str) if size_str else None
+            result.dist = self
+            return result
+
+        @pass_none
+        def make_files(lines):
+            return list(starmap(make_file, csv.reader(lines)))
+
+        return make_files(self._read_files_distinfo() or self._read_files_egginfo())
+
+    def _read_files_distinfo(self):
+        """
+        Read the lines of RECORD
+        """
+        text = self.read_text('RECORD')
+        return text and text.splitlines()
+
+    def _read_files_egginfo(self):
+        """
+        SOURCES.txt might contain literal commas, so wrap each line
+        in quotes.
+        """
+        text = self.read_text('SOURCES.txt')
+        return text and map('"{}"'.format, text.splitlines())
+
+    @property
+    def requires(self):
+        """Generated requirements specified for this Distribution"""
+        reqs = self._read_dist_info_reqs() or self._read_egg_info_reqs()
+        return reqs and list(reqs)
+
+    def _read_dist_info_reqs(self):
+        return self.metadata.get_all('Requires-Dist')
+
+    def _read_egg_info_reqs(self):
+        source = self.read_text('requires.txt')
+        return pass_none(self._deps_from_requires_text)(source)
+
+    @classmethod
+    def _deps_from_requires_text(cls, source):
+        return cls._convert_egg_info_reqs_to_simple_reqs(Sectioned.read(source))
+
+    @staticmethod
+    def _convert_egg_info_reqs_to_simple_reqs(sections):
+        """
+        Historically, setuptools would solicit and store 'extra'
+        requirements, including those with environment markers,
+        in separate sections. More modern tools expect each
+        dependency to be defined separately, with any relevant
+        extras and environment markers attached directly to that
+        requirement. This method converts the former to the
+        latter. See _test_deps_from_requires_text for an example.
+        """
+
+        def make_condition(name):
+            return name and f'extra == "{name}"'
+
+        def quoted_marker(section):
+            section = section or ''
+            extra, sep, markers = section.partition(':')
+            if extra and markers:
+                markers = f'({markers})'
+            conditions = list(filter(None, [markers, make_condition(extra)]))
+            return '; ' + ' and '.join(conditions) if conditions else ''
+
+        def url_req_space(req):
+            """
+            PEP 508 requires a space between the url_spec and the quoted_marker.
+            Ref python/importlib_metadata#357.
+            """
+            # '@' is uniquely indicative of a url_req.
+            return ' ' * ('@' in req)
+
+        for section in sections:
+            space = url_req_space(section.value)
+            yield section.value + space + quoted_marker(section.name)
+
+
+class DistributionFinder(MetaPathFinder):
+    """
+    A MetaPathFinder capable of discovering installed distributions.
+    """
+
+    class Context:
+        """
+        Keyword arguments presented by the caller to
+        ``distributions()`` or ``Distribution.discover()``
+        to narrow the scope of a search for distributions
+        in all DistributionFinders.
+
+        Each DistributionFinder may expect any parameters
+        and should attempt to honor the canonical
+        parameters defined below when appropriate.
+        """
+
+        name = None
+        """
+        Specific name for which a distribution finder should match.
+        A name of ``None`` matches all distributions.
+        """
+
+        def __init__(self, **kwargs):
+            vars(self).update(kwargs)
+
+        @property
+        def path(self):
+            """
+            The sequence of directory path that a distribution finder
+            should search.
+
+            Typically refers to Python installed package paths such as
+            "site-packages" directories and defaults to ``sys.path``.
+            """
+            return vars(self).get('path', sys.path)
+
+    @abc.abstractmethod
+    def find_distributions(self, context=Context()):
+        """
+        Find distributions.
+
+        Return an iterable of all Distribution instances capable of
+        loading the metadata for packages matching the ``context``,
+        a DistributionFinder.Context instance.
+        """
+
+
+class FastPath:
+    """
+    Micro-optimized class for searching a path for
+    children.
+
+    >>> FastPath('').children()
+    ['...']
+    """
+
+    @functools.lru_cache()  # type: ignore
+    def __new__(cls, root):
+        return super().__new__(cls)
+
+    def __init__(self, root):
+        self.root = root
+
+    def joinpath(self, child):
+        return pathlib.Path(self.root, child)
+
+    def children(self):
+        with suppress(Exception):
+            return os.listdir(self.root or '.')
+        with suppress(Exception):
+            return self.zip_children()
+        return []
+
+    def zip_children(self):
+        zip_path = zipp.Path(self.root)
+        names = zip_path.root.namelist()
+        self.joinpath = zip_path.joinpath
+
+        return dict.fromkeys(child.split(posixpath.sep, 1)[0] for child in names)
+
+    def search(self, name):
+        return self.lookup(self.mtime).search(name)
+
+    @property
+    def mtime(self):
+        with suppress(OSError):
+            return os.stat(self.root).st_mtime
+        self.lookup.cache_clear()
+
+    @method_cache
+    def lookup(self, mtime):
+        return Lookup(self)
+
+
+class Lookup:
+    def __init__(self, path: FastPath):
+        base = os.path.basename(path.root).lower()
+        base_is_egg = base.endswith(".egg")
+        self.infos = FreezableDefaultDict(list)
+        self.eggs = FreezableDefaultDict(list)
+
+        for child in path.children():
+            low = child.lower()
+            if low.endswith((".dist-info", ".egg-info")):
+                # rpartition is faster than splitext and suitable for this purpose.
+                name = low.rpartition(".")[0].partition("-")[0]
+                normalized = Prepared.normalize(name)
+                self.infos[normalized].append(path.joinpath(child))
+            elif base_is_egg and low == "egg-info":
+                name = base.rpartition(".")[0].partition("-")[0]
+                legacy_normalized = Prepared.legacy_normalize(name)
+                self.eggs[legacy_normalized].append(path.joinpath(child))
+
+        self.infos.freeze()
+        self.eggs.freeze()
+
+    def search(self, prepared):
+        infos = (
+            self.infos[prepared.normalized]
+            if prepared
+            else itertools.chain.from_iterable(self.infos.values())
+        )
+        eggs = (
+            self.eggs[prepared.legacy_normalized]
+            if prepared
+            else itertools.chain.from_iterable(self.eggs.values())
+        )
+        return itertools.chain(infos, eggs)
+
+
+class Prepared:
+    """
+    A prepared search for metadata on a possibly-named package.
+    """
+
+    normalized = None
+    legacy_normalized = None
+
+    def __init__(self, name):
+        self.name = name
+        if name is None:
+            return
+        self.normalized = self.normalize(name)
+        self.legacy_normalized = self.legacy_normalize(name)
+
+    @staticmethod
+    def normalize(name):
+        """
+        PEP 503 normalization plus dashes as underscores.
+        """
+        return re.sub(r"[-_.]+", "-", name).lower().replace('-', '_')
+
+    @staticmethod
+    def legacy_normalize(name):
+        """
+        Normalize the package name as found in the convention in
+        older packaging tools versions and specs.
+        """
+        return name.lower().replace('-', '_')
+
+    def __bool__(self):
+        return bool(self.name)
+
+
+@install
+class MetadataPathFinder(NullFinder, DistributionFinder):
+    """A degenerate finder for distribution packages on the file system.
+
+    This finder supplies only a find_distributions() method for versions
+    of Python that do not have a PathFinder find_distributions().
+    """
+
+    def find_distributions(self, context=DistributionFinder.Context()):
+        """
+        Find distributions.
+
+        Return an iterable of all Distribution instances capable of
+        loading the metadata for packages matching ``context.name``
+        (or all names if ``None`` indicated) along the paths in the list
+        of directories ``context.path``.
+        """
+        found = self._search_paths(context.name, context.path)
+        return map(PathDistribution, found)
+
+    @classmethod
+    def _search_paths(cls, name, paths):
+        """Find metadata directories in paths heuristically."""
+        prepared = Prepared(name)
+        return itertools.chain.from_iterable(
+            path.search(prepared) for path in map(FastPath, paths)
+        )
+
+    def invalidate_caches(cls):
+        FastPath.__new__.cache_clear()
+
+
+class PathDistribution(Distribution):
+    def __init__(self, path: SimplePath):
+        """Construct a distribution.
+
+        :param path: SimplePath indicating the metadata directory.
+        """
+        self._path = path
+
+    def read_text(self, filename):
+        with suppress(
+            FileNotFoundError,
+            IsADirectoryError,
+            KeyError,
+            NotADirectoryError,
+            PermissionError,
+        ):
+            return self._path.joinpath(filename).read_text(encoding='utf-8')
+
+    read_text.__doc__ = Distribution.read_text.__doc__
+
+    def locate_file(self, path):
+        return self._path.parent / path
+
+    @property
+    def _normalized_name(self):
+        """
+        Performance optimization: where possible, resolve the
+        normalized name from the file system path.
+        """
+        stem = os.path.basename(str(self._path))
+        return (
+            pass_none(Prepared.normalize)(self._name_from_stem(stem))
+            or super()._normalized_name
+        )
+
+    @staticmethod
+    def _name_from_stem(stem):
+        """
+        >>> PathDistribution._name_from_stem('foo-3.0.egg-info')
+        'foo'
+        >>> PathDistribution._name_from_stem('CherryPy-3.0.dist-info')
+        'CherryPy'
+        >>> PathDistribution._name_from_stem('face.egg-info')
+        'face'
+        >>> PathDistribution._name_from_stem('foo.bar')
+        """
+        filename, ext = os.path.splitext(stem)
+        if ext not in ('.dist-info', '.egg-info'):
+            return
+        name, sep, rest = filename.partition('-')
+        return name
+
+
+def distribution(distribution_name):
+    """Get the ``Distribution`` instance for the named package.
+
+    :param distribution_name: The name of the distribution package as a string.
+    :return: A ``Distribution`` instance (or subclass thereof).
+    """
+    return Distribution.from_name(distribution_name)
+
+
+def distributions(**kwargs):
+    """Get all ``Distribution`` instances in the current environment.
+
+    :return: An iterable of ``Distribution`` instances.
+    """
+    return Distribution.discover(**kwargs)
+
+
+def metadata(distribution_name) -> _meta.PackageMetadata:
+    """Get the metadata for the named package.
+
+    :param distribution_name: The name of the distribution package to query.
+    :return: A PackageMetadata containing the parsed metadata.
+    """
+    return Distribution.from_name(distribution_name).metadata
+
+
+def version(distribution_name):
+    """Get the version string for the named package.
+
+    :param distribution_name: The name of the distribution package to query.
+    :return: The version string for the package as defined in the package's
+        "Version" metadata key.
+    """
+    return distribution(distribution_name).version
+
+
+_unique = functools.partial(
+    unique_everseen,
+    key=_py39compat.normalized_name,
+)
+"""
+Wrapper for ``distributions`` to return unique distributions by name.
+"""
+
+
+def entry_points(**params) -> EntryPoints:
+    """Return EntryPoint objects for all installed packages.
+
+    Pass selection parameters (group or name) to filter the
+    result to entry points matching those properties (see
+    EntryPoints.select()).
+
+    :return: EntryPoints for all installed packages.
+    """
+    eps = itertools.chain.from_iterable(
+        dist.entry_points for dist in _unique(distributions())
+    )
+    return EntryPoints(eps).select(**params)
+
+
+def files(distribution_name):
+    """Return a list of files for the named package.
+
+    :param distribution_name: The name of the distribution package to query.
+    :return: List of files composing the distribution.
+    """
+    return distribution(distribution_name).files
+
+
+def requires(distribution_name):
+    """
+    Return a list of requirements for the named package.
+
+    :return: An iterator of requirements, suitable for
+        packaging.requirement.Requirement.
+    """
+    return distribution(distribution_name).requires
+
+
+def packages_distributions() -> Mapping[str, List[str]]:
+    """
+    Return a mapping of top-level packages to their
+    distributions.
+
+    >>> import collections.abc
+    >>> pkgs = packages_distributions()
+    >>> all(isinstance(dist, collections.abc.Sequence) for dist in pkgs.values())
+    True
+    """
+    pkg_to_dist = collections.defaultdict(list)
+    for dist in distributions():
+        for pkg in _top_level_declared(dist) or _top_level_inferred(dist):
+            pkg_to_dist[pkg].append(dist.metadata['Name'])
+    return dict(pkg_to_dist)
+
+
+def _top_level_declared(dist):
+    return (dist.read_text('top_level.txt') or '').split()
+
+
+def _top_level_inferred(dist):
+    return {
+        f.parts[0] if len(f.parts) > 1 else f.with_suffix('').name
+        for f in always_iterable(dist.files)
+        if f.suffix == ".py"
+    }
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new file mode 120000
index 0000000..e1c665b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata/_adapters.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/07/a7/c2/8b9fbc98b543154663de4ac8e67028fa62a9d5d1ffa886afc88c85ac9b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/importlib_metadata/_collections.py b/venv/lib/python3.8/site-packages/importlib_metadata/_collections.py
new file mode 120000
index 0000000..d67a71b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata/_collections.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/08/9d/0e/4c21c88d6034648552e2fa0e440b27d91e11d9c40112d3ec6442690126
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/importlib_metadata/_compat.py b/venv/lib/python3.8/site-packages/importlib_metadata/_compat.py
new file mode 120000
index 0000000..a6a057b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata/_compat.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f7/33/8a/7f478382408c9e7684854e64415c477753fc048615ed2b6ca3b6afe61f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/importlib_metadata/_functools.py b/venv/lib/python3.8/site-packages/importlib_metadata/_functools.py
new file mode 120000
index 0000000..2197c7e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata/_functools.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/3e/c6/36/fb8aeb297e1155e442d681a9d65075a660bd78a37cf3f7fe6c3f6e3a80
\ No newline at end of file
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new file mode 120000
index 0000000..cd205ec
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata/_itertools.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/72/fa/ff/daff0145bc5c225e71e6575fa9d1e3848f188bcb3cca4e741bf9e6ea34
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new file mode 120000
index 0000000..b6606a5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata/_meta.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fc/5e/3c/1eefe317191f296cf9c1c612f2f3b6dea13281b55d17dafeeaa87e8631
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/importlib_metadata/_py39compat.py b/venv/lib/python3.8/site-packages/importlib_metadata/_py39compat.py
new file mode 100644
index 0000000..cf9cc12
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata/_py39compat.py
@@ -0,0 +1,48 @@
+"""
+Compatibility layer with Python 3.8/3.9
+"""
+from typing import TYPE_CHECKING, Any, Optional, Tuple
+
+if TYPE_CHECKING:  # pragma: no cover
+    # Prevent circular imports on runtime.
+    from . import Distribution, EntryPoint
+else:
+    Distribution = EntryPoint = Any
+
+
+def normalized_name(dist: Distribution) -> Optional[str]:
+    """
+    Honor name normalization for distributions that don't provide ``_normalized_name``.
+    """
+    try:
+        return dist._normalized_name
+    except AttributeError:
+        from . import Prepared  # -> delay to prevent circular imports.
+
+        return Prepared.normalize(getattr(dist, "name", None) or dist.metadata['Name'])
+
+
+def ep_matches(ep: EntryPoint, **params) -> Tuple[EntryPoint, bool]:
+    """
+    Workaround for ``EntryPoint`` objects without the ``matches`` method.
+    For the sake of convenience, a tuple is returned containing not only the
+    boolean value corresponding to the predicate evalutation, but also a compatible
+    ``EntryPoint`` object that can be safely used at a later stage.
+
+    For example, the following sequences of expressions should be compatible:
+
+        # Sequence 1: using the compatibility layer
+        candidates = (_py39compat.ep_matches(ep, **params) for ep in entry_points)
+        [ep for ep, predicate in candidates if predicate]
+
+        # Sequence 2: using Python 3.9+
+        [ep for ep in entry_points if ep.matches(**params)]
+    """
+    try:
+        return ep, ep.matches(**params)
+    except AttributeError:
+        from . import EntryPoint  # -> delay to prevent circular imports.
+
+        # Reconstruct the EntryPoint object to make sure it is compatible.
+        _ep = EntryPoint(ep.name, ep.value, ep.group)
+        return _ep, _ep.matches(**params)
diff --git a/venv/lib/python3.8/site-packages/importlib_metadata/_text.py b/venv/lib/python3.8/site-packages/importlib_metadata/_text.py
new file mode 120000
index 0000000..efe9095
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata/_text.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1c/2b/05/92c66924b7933f734493f9e0ac079755146d4ebb7287d78e001a113f80
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/importlib_metadata/py.typed b/venv/lib/python3.8/site-packages/importlib_metadata/py.typed
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/importlib_metadata/py.typed
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/itsdangerous-2.1.2.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/itsdangerous-2.1.2.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/itsdangerous-2.1.2.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/itsdangerous-2.1.2.dist-info/LICENSE.rst b/venv/lib/python3.8/site-packages/itsdangerous-2.1.2.dist-info/LICENSE.rst
new file mode 120000
index 0000000..b639072
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/itsdangerous-2.1.2.dist-info/LICENSE.rst
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/63/af/09/891b6be8ad1a4252ed43af0f4efba7fc948e228367bed7f3c5ae0b09d7
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/itsdangerous-2.1.2.dist-info/METADATA b/venv/lib/python3.8/site-packages/itsdangerous-2.1.2.dist-info/METADATA
new file mode 120000
index 0000000..1cea93f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/itsdangerous-2.1.2.dist-info/METADATA
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/4e/1a/c7/20943fe9795f6c33020157bf85ac13ec85e22319d30480ebc31c6db9c4
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diff --git a/venv/lib/python3.8/site-packages/itsdangerous-2.1.2.dist-info/RECORD b/venv/lib/python3.8/site-packages/itsdangerous-2.1.2.dist-info/RECORD
new file mode 100644
index 0000000..a03d187
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/itsdangerous-2.1.2.dist-info/RECORD
@@ -0,0 +1,25 @@
+itsdangerous-2.1.2.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+itsdangerous-2.1.2.dist-info/LICENSE.rst,sha256=Y68JiRtr6K0aQlLtQ68PTvun_JSOIoNnvtfzxa4LCdc,1475
+itsdangerous-2.1.2.dist-info/METADATA,sha256=ThrHIJQ_6XlfbDMCAVe_hawT7IXiIxnTBIDrwxxtucQ,2928
+itsdangerous-2.1.2.dist-info/RECORD,,
+itsdangerous-2.1.2.dist-info/REQUESTED,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+itsdangerous-2.1.2.dist-info/WHEEL,sha256=G16H4A3IeoQmnOrYV4ueZGKSjhipXx8zc8nu9FGlvMA,92
+itsdangerous-2.1.2.dist-info/direct_url.json,sha256=RPtoypHjdrolcCea6PioUszl2i4Rcc1E46J2I2MQ39I,254
+itsdangerous-2.1.2.dist-info/top_level.txt,sha256=gKN1OKLk81i7fbWWildJA88EQ9NhnGMSvZqhfz9ICjk,13
+itsdangerous/__init__.py,sha256=n4mkyjlIVn23pgsgCIw0MJKPdcHIetyeRpe5Fwsn8qg,876
+itsdangerous/__pycache__/__init__.cpython-38.pyc,,
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/jedi/third_party/django-stubs/django-stubs/contrib/flatpages/views.pyi b/venv/lib/python3.8/site-packages/jedi/third_party/django-stubs/django-stubs/contrib/flatpages/views.pyi
new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/jedi/third_party/django-stubs/django-stubs/contrib/postgres/aggregates/__init__.pyi b/venv/lib/python3.8/site-packages/jedi/third_party/django-stubs/django-stubs/contrib/postgres/aggregates/__init__.pyi
new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/jedi/third_party/django-stubs/django-stubs/contrib/staticfiles/views.pyi b/venv/lib/python3.8/site-packages/jedi/third_party/django-stubs/django-stubs/contrib/staticfiles/views.pyi
new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/jedi/third_party/typeshed/third_party/2and3/boto/auth_handler.pyi b/venv/lib/python3.8/site-packages/jedi/third_party/typeshed/third_party/2and3/boto/auth_handler.pyi
new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/keyring-23.7.0.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/keyring-23.7.0.dist-info/INSTALLER
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@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/keyring-23.7.0.dist-info/LICENSE b/venv/lib/python3.8/site-packages/keyring-23.7.0.dist-info/LICENSE
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/keyring-23.7.0.dist-info/METADATA b/venv/lib/python3.8/site-packages/keyring-23.7.0.dist-info/METADATA
new file mode 100644
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@@ -0,0 +1,504 @@
+Metadata-Version: 2.1
+Name: keyring
+Version: 23.7.0
+Summary: Store and access your passwords safely.
+Home-page: https://github.com/jaraco/keyring
+Author: Kang Zhang
+Author-email: jobo.zh@gmail.com
+Maintainer: Jason R. Coombs
+Maintainer-email: jaraco@jaraco.com
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Python Software Foundation License
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Requires-Python: >=3.7
+License-File: LICENSE
+Requires-Dist: importlib-metadata (>=3.6) ; python_version < "3.10"
+Requires-Dist: SecretStorage (>=3.2) ; sys_platform == "linux"
+Requires-Dist: jeepney (>=0.4.2) ; sys_platform == "linux"
+Requires-Dist: pywin32-ctypes (!=0.1.0,!=0.1.1) ; sys_platform == "win32"
+Provides-Extra: docs
+Requires-Dist: sphinx ; extra == 'docs'
+Requires-Dist: jaraco.packaging (>=9) ; extra == 'docs'
+Requires-Dist: rst.linker (>=1.9) ; extra == 'docs'
+Requires-Dist: jaraco.tidelift (>=1.4) ; extra == 'docs'
+Provides-Extra: testing
+Requires-Dist: pytest (>=6) ; extra == 'testing'
+Requires-Dist: pytest-checkdocs (>=2.4) ; extra == 'testing'
+Requires-Dist: pytest-flake8 ; extra == 'testing'
+Requires-Dist: pytest-cov ; extra == 'testing'
+Requires-Dist: pytest-enabler (>=1.3) ; extra == 'testing'
+Requires-Dist: pytest-black (>=0.3.7) ; (platform_python_implementation != "PyPy") and extra == 'testing'
+Requires-Dist: pytest-mypy (>=0.9.1) ; (platform_python_implementation != "PyPy") and extra == 'testing'
+
+.. image:: https://img.shields.io/pypi/v/keyring.svg
+   :target: `PyPI link`_
+
+.. image:: https://img.shields.io/pypi/pyversions/keyring.svg
+   :target: `PyPI link`_
+
+.. _PyPI link: https://pypi.org/project/keyring
+
+.. image:: https://github.com/jaraco/keyring/workflows/tests/badge.svg
+   :target: https://github.com/jaraco/keyring/actions?query=workflow%3A%22tests%22
+   :alt: tests
+
+.. image:: https://img.shields.io/badge/code%20style-black-000000.svg
+   :target: https://github.com/psf/black
+   :alt: Code style: Black
+
+.. image:: https://readthedocs.org/projects/keyring/badge/?version=latest
+   :target: https://keyring.readthedocs.io/en/latest/?badge=latest
+
+.. image:: https://img.shields.io/badge/skeleton-2022-informational
+   :target: https://blog.jaraco.com/skeleton
+
+.. image:: https://tidelift.com/badges/package/pypi/keyring
+   :target: https://tidelift.com/subscription/pkg/pypi-keyring?utm_source=pypi-keyring&utm_medium=readme
+
+.. image:: https://badges.gitter.im/jaraco/keyring.svg
+   :alt: Join the chat at https://gitter.im/jaraco/keyring
+   :target: https://gitter.im/jaraco/keyring?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge
+
+The Python keyring library provides an easy way to access the
+system keyring service from python. It can be used in any
+application that needs safe password storage.
+
+These recommended keyring backends are supported:
+
+* macOS `Keychain
+  <https://en.wikipedia.org/wiki/Keychain_%28software%29>`_
+* Freedesktop `Secret Service
+  <http://standards.freedesktop.org/secret-service/>`_ supports many DE including
+  GNOME (requires `secretstorage <https://pypi.python.org/pypi/secretstorage>`_)
+* KDE4 & KDE5 `KWallet <https://en.wikipedia.org/wiki/KWallet>`_
+  (requires `dbus <https://pypi.python.org/pypi/dbus-python>`_)
+* `Windows Credential Locker
+  <https://docs.microsoft.com/en-us/windows/uwp/security/credential-locker>`_
+
+Other keyring implementations are available through `Third-Party Backends`_.
+
+Installation - Linux
+====================
+
+On Linux, the KWallet backend relies on dbus-python_, which does not always
+install correctly when using pip (compilation is needed). For best results,
+install dbus-python as a system package.
+
+.. _dbus-python: https://gitlab.freedesktop.org/dbus/dbus-python
+
+Compatibility - macOS
+=====================
+
+macOS keychain support macOS 11 (Big Sur) and later requires Python 3.8.7
+or later with the "universal2" binary. See
+`#525 <https://github.com/jaraco/keyring/issues/525>`_ for details.
+
+Using Keyring
+=============
+
+The basic usage of keyring is pretty simple: just call
+``keyring.set_password`` and ``keyring.get_password``::
+
+    >>> import keyring
+    >>> keyring.set_password("system", "username", "password")
+    >>> keyring.get_password("system", "username")
+    'password'
+
+Command-line Utility
+--------------------
+
+Keyring supplies a ``keyring`` command which is installed with the
+package. After installing keyring in most environments, the
+command should be available for setting, getting, and deleting
+passwords. For more information on usage, invoke with no arguments
+or with ``--help`` as so::
+
+    $ keyring --help
+    $ keyring set system username
+    Password for 'username' in 'system':
+    $ keyring get system username
+    password
+
+The command-line functionality is also exposed as an executable
+package, suitable for invoking from Python like so::
+
+    $ python -m keyring --help
+    $ python -m keyring set system username
+    Password for 'username' in 'system':
+    $ python -m keyring get system username
+    password
+
+Configuring
+===========
+
+The python keyring lib contains implementations for several backends. The
+library will attempt to
+automatically choose the most suitable backend for the current
+environment. Users may also specify the preferred keyring in a
+config file or by calling the ``set_keyring()`` function.
+
+Config file path
+----------------
+
+The configuration is stored in a file named "keyringrc.cfg"
+found in a platform-specific location. To determine
+where the config file is stored, run the following::
+
+    python -c "import keyring.util.platform_; print(keyring.util.platform_.config_root())"
+
+Some keyrings also store the keyring data in the file system.
+To determine where the data files are stored, run::
+
+    python -c "import keyring.util.platform_; print(keyring.util.platform_.data_root())"
+
+Config file content
+-------------------
+
+To specify a keyring backend, set the **default-keyring** option to the
+full path of the class for that backend, such as
+``keyring.backends.OS_X.Keyring``.
+
+If **keyring-path** is indicated, keyring will add that path to the Python
+module search path before loading the backend.
+
+For example, this config might be used to load the
+``SimpleKeyring`` from the ``simplekeyring`` module in
+the ``./demo`` directory (not implemented)::
+
+    [backend]
+    default-keyring=simplekeyring.SimpleKeyring
+    keyring-path=demo
+
+Third-Party Backends
+====================
+
+In addition to the backends provided by the core keyring package for
+the most common and secure use cases, there
+are additional keyring backend implementations available for other
+use-cases. Simply install them to make them available:
+
+- `keyrings.cryptfile <https://pypi.org/project/keyrings.cryptfile>`_
+  - Encrypted text file storage.
+- `keyring_jeepney <https://pypi.org/project/keyring_jeepney>`__ - a
+  pure Python backend using the secret service DBus API for desktop
+  Linux.
+- `keyrings.alt <https://pypi.org/project/keyrings.alt>`_ - "alternate",
+  possibly-insecure backends, originally part of the core package, but
+  available for opt-in.
+- `gsheet-keyring <https://pypi.org/project/gsheet-keyring>`_
+  - a backend that stores secrets in a Google Sheet. For use with
+  `ipython-secrets <https://pypi.org/project/ipython-secrets>`_.
+- `bitwarden-keyring <https://pypi.org/project/bitwarden-keyring/0.1.0/>`_
+  - a backend that stores secrets in the `BitWarden <https://bitwarden.com/>`_
+  password manager.
+- `sagecipher <https://pypi.org/project/sagecipher>`_ - an encryption
+  backend which uses the ssh agent protocol's signature operation to
+  derive the cipher key.
+- `keyrings.osx_keychain_keys <https://pypi.org/project/keyrings.osx-keychain-keys>`_
+  - OSX keychain key-management, for private, public and symmetric keys.
+
+
+Write your own keyring backend
+==============================
+
+The interface for the backend is defined by ``keyring.backend.KeyringBackend``.
+Every backend should derive from that base class and define a ``priority``
+attribute and three functions: ``get_password()``, ``set_password()``, and
+``delete_password()``. The ``get_credential()`` function may be defined if
+desired.
+
+See the ``backend`` module for more detail on the interface of this class.
+
+Keyring employs entry points to allow any third-party package to implement
+backends without any modification to the keyring itself. Those interested in
+creating new backends are encouraged to create new, third-party packages
+in the ``keyrings`` namespace, in a manner modeled by the `keyrings.alt
+package <https://github.com/jaraco/keyrings.alt>`_. See the
+``setup.cfg`` file
+in that project for a hints on how to create the requisite entry points.
+Backends that prove essential may be considered for inclusion in the core
+library, although the ease of installing these third-party packages should
+mean that extensions may be readily available.
+
+To create an extension for Keyring, please submit a pull request to
+have your extension mentioned as an available extension.
+
+Runtime Configuration
+=====================
+
+Keyring additionally allows programmatic configuration of the
+backend calling the api ``set_keyring()``. The indicated backend
+will subsequently be used to store and retrieve passwords.
+
+To invoke ``set_keyring``::
+
+    # define a new keyring class which extends the KeyringBackend
+    import keyring.backend
+
+    class TestKeyring(keyring.backend.KeyringBackend):
+        """A test keyring which always outputs same password
+        """
+        priority = 1
+
+        def set_password(self, servicename, username, password):
+            pass
+
+        def get_password(self, servicename, username):
+            return "password from TestKeyring"
+
+        def delete_password(self, servicename, username):
+            pass
+
+    # set the keyring for keyring lib
+    keyring.set_keyring(TestKeyring())
+
+    # invoke the keyring lib
+    try:
+        keyring.set_password("demo-service", "tarek", "passexample")
+        print("password stored successfully")
+    except keyring.errors.PasswordSetError:
+        print("failed to store password")
+    print("password", keyring.get_password("demo-service", "tarek"))
+
+
+Disabling Keyring
+=================
+
+In many cases, uninstalling keyring will never be necessary.
+Especially on Windows and macOS, the behavior of keyring is
+usually degenerate, meaning it will return empty values to
+the caller, allowing the caller to fall back to some other
+behavior.
+
+In some cases, the default behavior of keyring is undesirable and
+it would be preferable to disable the keyring behavior altogether.
+There are several mechanisms to disable keyring:
+
+- Uninstall keyring. Most applications are tolerant to keyring
+  not being installed. Uninstalling keyring should cause those
+  applications to fall back to the behavior without keyring.
+  This approach affects that Python environment where keyring
+  would otherwise have been installed.
+
+- Configure the Null keyring in the environment. Set
+  ``PYTHON_KEYRING_BACKEND=keyring.backends.null.Keyring``
+  in the environment, and the ``Null`` (degenerate) backend
+  will be used. This approach affects all uses of Keyring where
+  that variable is set.
+
+- Permanently configure the Null keyring for the user by running
+  ``keyring --disable`` or ``python -m keyring --disable``.
+  This approach affects all uses of keyring for that user.
+
+
+Altering Keyring Behavior
+=========================
+
+Keyring provides a mechanism to alter the keyring's behavior through
+environment variables. Each backend implements a
+``KeyringBackend.set_properties_from_env``, which
+when invoked will find all environment variables beginning with
+``KEYRING_PROPERTY_{NAME}`` and will set a property for each
+``{NAME.lower()}`` on the keyring. This method is invoked during
+initialization for the default/configured keyring.
+
+This mechanism may be used to set some useful values on various
+keyrings, including:
+
+- keychain; macOS, path to an alternate keychain file
+- appid; Linux/SecretService, alternate ID for the application
+
+
+Using Keyring on Ubuntu 16.04
+=============================
+
+The following is a complete transcript for installing keyring in a
+virtual environment on Ubuntu 16.04.  No config file was used::
+
+  $ sudo apt install python3-venv libdbus-glib-1-dev
+  $ cd /tmp
+  $ pyvenv py3
+  $ source py3/bin/activate
+  $ pip install -U pip
+  $ pip install secretstorage dbus-python
+  $ pip install keyring
+  $ python
+  >>> import keyring
+  >>> keyring.get_keyring()
+  <keyring.backends.SecretService.Keyring object at 0x7f9b9c971ba8>
+  >>> keyring.set_password("system", "username", "password")
+  >>> keyring.get_password("system", "username")
+  'password'
+
+
+Using Keyring on headless Linux systems
+=======================================
+
+It is possible to use the SecretService backend on Linux systems without
+X11 server available (only D-Bus is required). In this case:
+
+* Install the `GNOME Keyring`_ daemon.
+* Start a D-Bus session, e.g. run ``dbus-run-session -- sh`` and run
+  the following commands inside that shell.
+* Run ``gnome-keyring-daemon`` with ``--unlock`` option. The description of
+  that option says:
+
+      Read a password from stdin, and use it to unlock the login keyring
+      or create it if the login keyring does not exist.
+
+  When that command is started, enter a password into stdin and
+  press Ctrl+D (end of data). After that, the daemon will fork into
+  background (use ``--foreground`` option to block).
+* Now you can use the SecretService backend of Keyring. Remember to
+  run your application in the same D-Bus session as the daemon.
+
+.. _GNOME Keyring: https://wiki.gnome.org/Projects/GnomeKeyring
+
+Using Keyring on headless Linux systems in a Docker container
+=============================================================
+
+It is possible to use keyring with the SecretService backend in Docker containers as well.
+All you need to do is install the necessary dependencies and add the `--privileged` flag
+to avoid any `Operation not permitted` errors when attempting to unlock the system's keyring.
+
+The following is a complete transcript for installing keyring on a Ubuntu 18:04 container::
+
+  docker run -it -d --privileged ubuntu:18.04
+
+  $ apt-get update
+  $ apt install -y gnome-keyring python3-venv python3-dev
+  $ python3 -m venv venv
+  $ source venv/bin/activate # source a virtual environment to avoid polluting your system
+  $ pip3 install --upgrade pip
+  $ pip3 install keyring
+  $ dbus-run-session -- sh # this will drop you into a new D-bus shell
+  $ echo 'somecredstorepass' | gnome-keyring-daemon --unlock # unlock the system's keyring
+
+  $ python
+  >>> import keyring
+  >>> keyring.get_keyring()
+  <keyring.backends.SecretService.Keyring object at 0x7f9b9c971ba8>
+  >>> keyring.set_password("system", "username", "password")
+  >>> keyring.get_password("system", "username")
+  'password'
+
+Integration
+===========
+
+API
+---
+
+The keyring lib has a few functions:
+
+* ``get_keyring()``: Return the currently-loaded keyring implementation.
+* ``get_password(service, username)``: Returns the password stored in the
+  active keyring. If the password does not exist, it will return None.
+* ``get_credential(service, username)``: Return a credential object stored
+  in the active keyring. This object contains at least ``username`` and
+  ``password`` attributes for the specified service, where the returned
+  ``username`` may be different from the argument.
+* ``set_password(service, username, password)``: Store the password in the
+  keyring.
+* ``delete_password(service, username)``: Delete the password stored in
+  keyring. If the password does not exist, it will raise an exception.
+
+In all cases, the parameters (``service``, ``username``, ``password``)
+should be Unicode text.
+
+
+Exceptions
+----------
+
+The keyring lib raises following exceptions:
+
+* ``keyring.errors.KeyringError``: Base Error class for all exceptions in keyring lib.
+* ``keyring.errors.InitError``: Raised when the keyring cannot be initialized.
+* ``keyring.errors.PasswordSetError``: Raised when password cannot be set in the keyring.
+* ``keyring.errors.PasswordDeleteError``: Raised when the password cannot be deleted in the keyring.
+
+Get Involved
+============
+
+Python keyring lib is an open community project and eagerly
+welcomes contributors.
+
+* Repository: https://github.com/jaraco/keyring/
+* Bug Tracker: https://github.com/jaraco/keyring/issues/
+* Mailing list: http://groups.google.com/group/python-keyring
+
+For Enterprise
+==============
+
+Available as part of the Tidelift Subscription.
+
+This project and the maintainers of thousands of other packages are working with Tidelift to deliver one enterprise subscription that covers all of the open source you use.
+
+`Learn more <https://tidelift.com/subscription/pkg/pypi-PROJECT?utm_source=pypi-PROJECT&utm_medium=referral&utm_campaign=github>`_.
+
+Security Contact
+================
+
+To report a security vulnerability, please use the
+`Tidelift security contact <https://tidelift.com/security>`_.
+Tidelift will coordinate the fix and disclosure.
+
+Security Considerations
+=======================
+
+Each builtin backend may have security considerations to understand
+before using this library. Authors of tools or libraries utilizing
+``keyring`` are encouraged to consider these concerns.
+
+As with any list of known security concerns, this list is not exhaustive.
+Additional issues can be added as needed.
+
+- macOS Keychain
+    - Any Python script or application can access secrets created by
+      ``keyring`` from that same Python executable without the operating
+      system prompting the user for a password. To cause any specific
+      secret to prompt for a password every time it is accessed, locate
+      the credential using the ``Keychain Access`` application, and in
+      the ``Access Control`` settings, remove ``Python`` from the list
+      of allowed applications.
+
+- Freedesktop Secret Service
+    - No analysis has been performed
+
+- KDE4 & KDE5 KWallet
+    - No analysis has been performed
+
+- Windows Credential Locker
+    - No analysis has been performed
+
+Making Releases
+===============
+
+This project makes use of automated releases continuous
+integration. The
+simple workflow is to tag a commit and push it to Github. If it
+passes tests in CI, it will be automatically deployed to PyPI.
+
+Other things to consider when making a release:
+
+- Check that the changelog is current for the intended release.
+
+Running Tests
+=============
+
+Tests are continuously run in Github Actions.
+
+To run the tests locally, install and invoke
+`tox <https://pypi.org/project/tox>`_.
+
+Background
+==========
+
+The project was based on Tarek Ziade's idea in `this post`_. Kang Zhang
+initially carried it out as a `Google Summer of Code`_ project, and Tarek
+mentored Kang on this project.
+
+.. _this post: http://tarekziade.wordpress.com/2009/03/27/pycon-hallway-session-1-a-keyring-library-for-python/
+.. _Google Summer of Code: http://socghop.appspot.com/
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/21/ce/a0/178bc2fad0616db8767713c1f7a380404905b0499ad5ad3d774a868988
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+/home/runner/.cache/pip/pool/8f/bd/db/29d8e195555b20ee3b109256bfc1610531870ac053c0ef38134f3c8964
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diff --git a/venv/lib/python3.8/site-packages/keyring/core.py b/venv/lib/python3.8/site-packages/keyring/core.py
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/keyring/core.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0e/43/24/f0d7a2353ba96546d4355b342d1d82206afc056a7459cd6d572f6aecd5
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diff --git a/venv/lib/python3.8/site-packages/keyring/credentials.py b/venv/lib/python3.8/site-packages/keyring/credentials.py
new file mode 120000
index 0000000..b57a344
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/keyring/credentials.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ae/26/57/c807edab15505ce04f7e53ad50f61b25700bd9842883810dce86b08756
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diff --git a/venv/lib/python3.8/site-packages/keyring/devpi_client.py b/venv/lib/python3.8/site-packages/keyring/devpi_client.py
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index 0000000..dfc0245
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/keyring/devpi_client.py
@@ -0,0 +1,19 @@
+import contextlib
+
+from pluggy import HookimplMarker
+
+import keyring
+from keyring.errors import KeyringError
+
+
+hookimpl = HookimplMarker("devpiclient")
+
+
+# https://github.com/jaraco/jaraco.context/blob/c3a9b739/jaraco/context.py#L205
+suppress = type('suppress', (contextlib.suppress, contextlib.ContextDecorator), {})
+
+
+@hookimpl()
+@suppress(KeyringError)
+def devpiclient_get_password(url, username):
+    return keyring.get_password(url, username)
diff --git a/venv/lib/python3.8/site-packages/keyring/errors.py b/venv/lib/python3.8/site-packages/keyring/errors.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0d/15/ba/5d5c6ba8693e1895064a073d8b27f7bcf2384a09f184874cfa458e9e61
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diff --git a/venv/lib/python3.8/site-packages/keyring/http.py b/venv/lib/python3.8/site-packages/keyring/http.py
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+/home/runner/.cache/pip/pool/82/72/12/3e8a39f5ac5d34805f8861610e5afdeb536c0075f436bf452a0a8d0897
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diff --git a/venv/lib/python3.8/site-packages/keyring/py.typed b/venv/lib/python3.8/site-packages/keyring/py.typed
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+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
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diff --git a/venv/lib/python3.8/site-packages/keyring/py310compat.py b/venv/lib/python3.8/site-packages/keyring/py310compat.py
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+/home/runner/.cache/pip/pool/88/24/85/9375c6f619762638942e68de91b5f361073ea5e38271a6dffa25664ef9
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diff --git a/venv/lib/python3.8/site-packages/keyring/testing/__init__.py b/venv/lib/python3.8/site-packages/keyring/testing/__init__.py
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+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
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+/home/runner/.cache/pip/pool/d8/76/e3/3a1ecdc21bdb56f3551bfba124e412a61e5eae62342a152ef4fa2faf2d
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diff --git a/venv/lib/python3.8/site-packages/lockfile-0.12.2.dist-info/DESCRIPTION.rst b/venv/lib/python3.8/site-packages/lockfile-0.12.2.dist-info/DESCRIPTION.rst
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+/home/runner/.cache/pip/pool/53/b2/db/273eebd7be2571585d210815cd228b1f61fb4aaa19dd1486d4f3701b5d
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diff --git a/venv/lib/python3.8/site-packages/lockfile-0.12.2.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/lockfile-0.12.2.dist-info/INSTALLER
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+Name: numpy
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+Summary: NumPy is the fundamental package for array computing with Python.
+Home-page: https://www.numpy.org
+Author: Travis E. Oliphant et al.
+Maintainer: NumPy Developers
+Maintainer-email: numpy-discussion@python.org
+License: BSD
+Download-URL: https://pypi.python.org/pypi/numpy
+Project-URL: Bug Tracker, https://github.com/numpy/numpy/issues
+Project-URL: Documentation, https://numpy.org/doc/1.23
+Project-URL: Source Code, https://github.com/numpy/numpy
+Platform: Windows
+Platform: Linux
+Platform: Solaris
+Platform: Mac OS-X
+Platform: Unix
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Science/Research
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Programming Language :: C
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Topic :: Software Development
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+Classifier: Typing :: Typed
+Classifier: Operating System :: Microsoft :: Windows
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+Classifier: Operating System :: Unix
+Classifier: Operating System :: MacOS
+Requires-Python: >=3.8
+License-File: LICENSE.txt
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+It provides:
+
+- a powerful N-dimensional array object
+- sophisticated (broadcasting) functions
+- tools for integrating C/C++ and Fortran code
+- useful linear algebra, Fourier transform, and random number capabilities
+- and much more
+
+Besides its obvious scientific uses, NumPy can also be used as an efficient
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+
+NumPy requires ``pytest`` and ``hypothesis``.  Tests can then be run after
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+
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diff --git a/venv/lib/python3.8/site-packages/numpy/__init__.pyi b/venv/lib/python3.8/site-packages/numpy/__init__.pyi
new file mode 100644
index 0000000..651a517
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/__init__.pyi
@@ -0,0 +1,4400 @@
+import builtins
+import os
+import sys
+import mmap
+import ctypes as ct
+import array as _array
+import datetime as dt
+import enum
+from abc import abstractmethod
+from types import TracebackType, MappingProxyType
+from contextlib import ContextDecorator
+
+if sys.version_info >= (3, 9):
+    from types import GenericAlias
+
+from numpy._pytesttester import PytestTester
+from numpy.core._internal import _ctypes
+
+from numpy._typing import (
+    # Arrays
+    ArrayLike,
+    NDArray,
+    _SupportsArray,
+    _NestedSequence,
+    _FiniteNestedSequence,
+    _SupportsArray,
+    _ArrayLikeBool_co,
+    _ArrayLikeUInt_co,
+    _ArrayLikeInt_co,
+    _ArrayLikeFloat_co,
+    _ArrayLikeComplex_co,
+    _ArrayLikeNumber_co,
+    _ArrayLikeTD64_co,
+    _ArrayLikeDT64_co,
+    _ArrayLikeObject_co,
+    _ArrayLikeStr_co,
+    _ArrayLikeBytes_co,
+
+    # DTypes
+    DTypeLike,
+    _DTypeLike,
+    _SupportsDType,
+    _VoidDTypeLike,
+
+    # Shapes
+    _Shape,
+    _ShapeLike,
+
+    # Scalars
+    _CharLike_co,
+    _BoolLike_co,
+    _IntLike_co,
+    _FloatLike_co,
+    _ComplexLike_co,
+    _TD64Like_co,
+    _NumberLike_co,
+    _ScalarLike_co,
+
+    # `number` precision
+    NBitBase,
+    _256Bit,
+    _128Bit,
+    _96Bit,
+    _80Bit,
+    _64Bit,
+    _32Bit,
+    _16Bit,
+    _8Bit,
+    _NBitByte,
+    _NBitShort,
+    _NBitIntC,
+    _NBitIntP,
+    _NBitInt,
+    _NBitLongLong,
+    _NBitHalf,
+    _NBitSingle,
+    _NBitDouble,
+    _NBitLongDouble,
+
+    # Character codes
+    _BoolCodes,
+    _UInt8Codes,
+    _UInt16Codes,
+    _UInt32Codes,
+    _UInt64Codes,
+    _Int8Codes,
+    _Int16Codes,
+    _Int32Codes,
+    _Int64Codes,
+    _Float16Codes,
+    _Float32Codes,
+    _Float64Codes,
+    _Complex64Codes,
+    _Complex128Codes,
+    _ByteCodes,
+    _ShortCodes,
+    _IntCCodes,
+    _IntPCodes,
+    _IntCodes,
+    _LongLongCodes,
+    _UByteCodes,
+    _UShortCodes,
+    _UIntCCodes,
+    _UIntPCodes,
+    _UIntCodes,
+    _ULongLongCodes,
+    _HalfCodes,
+    _SingleCodes,
+    _DoubleCodes,
+    _LongDoubleCodes,
+    _CSingleCodes,
+    _CDoubleCodes,
+    _CLongDoubleCodes,
+    _DT64Codes,
+    _TD64Codes,
+    _StrCodes,
+    _BytesCodes,
+    _VoidCodes,
+    _ObjectCodes,
+
+    # Ufuncs
+    _UFunc_Nin1_Nout1,
+    _UFunc_Nin2_Nout1,
+    _UFunc_Nin1_Nout2,
+    _UFunc_Nin2_Nout2,
+    _GUFunc_Nin2_Nout1,
+)
+
+from numpy._typing._callable import (
+    _BoolOp,
+    _BoolBitOp,
+    _BoolSub,
+    _BoolTrueDiv,
+    _BoolMod,
+    _BoolDivMod,
+    _TD64Div,
+    _IntTrueDiv,
+    _UnsignedIntOp,
+    _UnsignedIntBitOp,
+    _UnsignedIntMod,
+    _UnsignedIntDivMod,
+    _SignedIntOp,
+    _SignedIntBitOp,
+    _SignedIntMod,
+    _SignedIntDivMod,
+    _FloatOp,
+    _FloatMod,
+    _FloatDivMod,
+    _ComplexOp,
+    _NumberOp,
+    _ComparisonOp,
+)
+
+# NOTE: Numpy's mypy plugin is used for removing the types unavailable
+# to the specific platform
+from numpy._typing._extended_precision import (
+    uint128 as uint128,
+    uint256 as uint256,
+    int128 as int128,
+    int256 as int256,
+    float80 as float80,
+    float96 as float96,
+    float128 as float128,
+    float256 as float256,
+    complex160 as complex160,
+    complex192 as complex192,
+    complex256 as complex256,
+    complex512 as complex512,
+)
+
+from collections.abc import (
+    Callable,
+    Container,
+    Iterable,
+    Iterator,
+    Mapping,
+    Sequence,
+    Sized,
+)
+from typing import (
+    Literal as L,
+    Any,
+    Generic,
+    IO,
+    NoReturn,
+    overload,
+    SupportsComplex,
+    SupportsFloat,
+    SupportsInt,
+    TypeVar,
+    Union,
+    Protocol,
+    SupportsIndex,
+    Final,
+    final,
+    ClassVar,
+)
+
+# Ensures that the stubs are picked up
+from numpy import (
+    ctypeslib as ctypeslib,
+    fft as fft,
+    lib as lib,
+    linalg as linalg,
+    ma as ma,
+    matrixlib as matrixlib,
+    polynomial as polynomial,
+    random as random,
+    testing as testing,
+    version as version,
+)
+
+from numpy.core import defchararray, records
+char = defchararray
+rec = records
+
+from numpy.core.function_base import (
+    linspace as linspace,
+    logspace as logspace,
+    geomspace as geomspace,
+)
+
+from numpy.core.fromnumeric import (
+    take as take,
+    reshape as reshape,
+    choose as choose,
+    repeat as repeat,
+    put as put,
+    swapaxes as swapaxes,
+    transpose as transpose,
+    partition as partition,
+    argpartition as argpartition,
+    sort as sort,
+    argsort as argsort,
+    argmax as argmax,
+    argmin as argmin,
+    searchsorted as searchsorted,
+    resize as resize,
+    squeeze as squeeze,
+    diagonal as diagonal,
+    trace as trace,
+    ravel as ravel,
+    nonzero as nonzero,
+    shape as shape,
+    compress as compress,
+    clip as clip,
+    sum as sum,
+    all as all,
+    any as any,
+    cumsum as cumsum,
+    ptp as ptp,
+    amax as amax,
+    amin as amin,
+    prod as prod,
+    cumprod as cumprod,
+    ndim as ndim,
+    size as size,
+    around as around,
+    mean as mean,
+    std as std,
+    var as var,
+)
+
+from numpy.core._asarray import (
+    require as require,
+)
+
+from numpy.core._type_aliases import (
+    sctypes as sctypes,
+    sctypeDict as sctypeDict,
+)
+
+from numpy.core._ufunc_config import (
+    seterr as seterr,
+    geterr as geterr,
+    setbufsize as setbufsize,
+    getbufsize as getbufsize,
+    seterrcall as seterrcall,
+    geterrcall as geterrcall,
+    _ErrKind,
+    _ErrFunc,
+    _ErrDictOptional,
+)
+
+from numpy.core.arrayprint import (
+    set_printoptions as set_printoptions,
+    get_printoptions as get_printoptions,
+    array2string as array2string,
+    format_float_scientific as format_float_scientific,
+    format_float_positional as format_float_positional,
+    array_repr as array_repr,
+    array_str as array_str,
+    set_string_function as set_string_function,
+    printoptions as printoptions,
+)
+
+from numpy.core.einsumfunc import (
+    einsum as einsum,
+    einsum_path as einsum_path,
+)
+
+from numpy.core.multiarray import (
+    ALLOW_THREADS as ALLOW_THREADS,
+    BUFSIZE as BUFSIZE,
+    CLIP as CLIP,
+    MAXDIMS as MAXDIMS,
+    MAY_SHARE_BOUNDS as MAY_SHARE_BOUNDS,
+    MAY_SHARE_EXACT as MAY_SHARE_EXACT,
+    RAISE as RAISE,
+    WRAP as WRAP,
+    tracemalloc_domain as tracemalloc_domain,
+    array as array,
+    empty_like as empty_like,
+    empty as empty,
+    zeros as zeros,
+    concatenate as concatenate,
+    inner as inner,
+    where as where,
+    lexsort as lexsort,
+    can_cast as can_cast,
+    min_scalar_type as min_scalar_type,
+    result_type as result_type,
+    dot as dot,
+    vdot as vdot,
+    bincount as bincount,
+    copyto as copyto,
+    putmask as putmask,
+    packbits as packbits,
+    unpackbits as unpackbits,
+    shares_memory as shares_memory,
+    may_share_memory as may_share_memory,
+    asarray as asarray,
+    asanyarray as asanyarray,
+    ascontiguousarray as ascontiguousarray,
+    asfortranarray as asfortranarray,
+    arange as arange,
+    busday_count as busday_count,
+    busday_offset as busday_offset,
+    compare_chararrays as compare_chararrays,
+    datetime_as_string as datetime_as_string,
+    datetime_data as datetime_data,
+    frombuffer as frombuffer,
+    fromfile as fromfile,
+    fromiter as fromiter,
+    is_busday as is_busday,
+    promote_types as promote_types,
+    seterrobj as seterrobj,
+    geterrobj as geterrobj,
+    fromstring as fromstring,
+    frompyfunc as frompyfunc,
+    nested_iters as nested_iters,
+    flagsobj,
+)
+
+from numpy.core.numeric import (
+    zeros_like as zeros_like,
+    ones as ones,
+    ones_like as ones_like,
+    full as full,
+    full_like as full_like,
+    count_nonzero as count_nonzero,
+    isfortran as isfortran,
+    argwhere as argwhere,
+    flatnonzero as flatnonzero,
+    correlate as correlate,
+    convolve as convolve,
+    outer as outer,
+    tensordot as tensordot,
+    roll as roll,
+    rollaxis as rollaxis,
+    moveaxis as moveaxis,
+    cross as cross,
+    indices as indices,
+    fromfunction as fromfunction,
+    isscalar as isscalar,
+    binary_repr as binary_repr,
+    base_repr as base_repr,
+    identity as identity,
+    allclose as allclose,
+    isclose as isclose,
+    array_equal as array_equal,
+    array_equiv as array_equiv,
+)
+
+from numpy.core.numerictypes import (
+    maximum_sctype as maximum_sctype,
+    issctype as issctype,
+    obj2sctype as obj2sctype,
+    issubclass_ as issubclass_,
+    issubsctype as issubsctype,
+    issubdtype as issubdtype,
+    sctype2char as sctype2char,
+    find_common_type as find_common_type,
+    nbytes as nbytes,
+    cast as cast,
+    ScalarType as ScalarType,
+    typecodes as typecodes,
+)
+
+from numpy.core.shape_base import (
+    atleast_1d as atleast_1d,
+    atleast_2d as atleast_2d,
+    atleast_3d as atleast_3d,
+    block as block,
+    hstack as hstack,
+    stack as stack,
+    vstack as vstack,
+)
+
+from numpy.lib import (
+    emath as emath,
+)
+
+from numpy.lib.arraypad import (
+    pad as pad,
+)
+
+from numpy.lib.arraysetops import (
+    ediff1d as ediff1d,
+    intersect1d as intersect1d,
+    setxor1d as setxor1d,
+    union1d as union1d,
+    setdiff1d as setdiff1d,
+    unique as unique,
+    in1d as in1d,
+    isin as isin,
+)
+
+from numpy.lib.arrayterator import (
+    Arrayterator as Arrayterator,
+)
+
+from numpy.lib.function_base import (
+    select as select,
+    piecewise as piecewise,
+    trim_zeros as trim_zeros,
+    copy as copy,
+    iterable as iterable,
+    percentile as percentile,
+    diff as diff,
+    gradient as gradient,
+    angle as angle,
+    unwrap as unwrap,
+    sort_complex as sort_complex,
+    disp as disp,
+    flip as flip,
+    rot90 as rot90,
+    extract as extract,
+    place as place,
+    asarray_chkfinite as asarray_chkfinite,
+    average as average,
+    bincount as bincount,
+    digitize as digitize,
+    cov as cov,
+    corrcoef as corrcoef,
+    msort as msort,
+    median as median,
+    sinc as sinc,
+    hamming as hamming,
+    hanning as hanning,
+    bartlett as bartlett,
+    blackman as blackman,
+    kaiser as kaiser,
+    trapz as trapz,
+    i0 as i0,
+    add_newdoc as add_newdoc,
+    add_docstring as add_docstring,
+    meshgrid as meshgrid,
+    delete as delete,
+    insert as insert,
+    append as append,
+    interp as interp,
+    add_newdoc_ufunc as add_newdoc_ufunc,
+    quantile as quantile,
+)
+
+from numpy.lib.histograms import (
+    histogram_bin_edges as histogram_bin_edges,
+    histogram as histogram,
+    histogramdd as histogramdd,
+)
+
+from numpy.lib.index_tricks import (
+    ravel_multi_index as ravel_multi_index,
+    unravel_index as unravel_index,
+    mgrid as mgrid,
+    ogrid as ogrid,
+    r_ as r_,
+    c_ as c_,
+    s_ as s_,
+    index_exp as index_exp,
+    ix_ as ix_,
+    fill_diagonal as fill_diagonal,
+    diag_indices as diag_indices,
+    diag_indices_from as diag_indices_from,
+)
+
+from numpy.lib.nanfunctions import (
+    nansum as nansum,
+    nanmax as nanmax,
+    nanmin as nanmin,
+    nanargmax as nanargmax,
+    nanargmin as nanargmin,
+    nanmean as nanmean,
+    nanmedian as nanmedian,
+    nanpercentile as nanpercentile,
+    nanvar as nanvar,
+    nanstd as nanstd,
+    nanprod as nanprod,
+    nancumsum as nancumsum,
+    nancumprod as nancumprod,
+    nanquantile as nanquantile,
+)
+
+from numpy.lib.npyio import (
+    savetxt as savetxt,
+    loadtxt as loadtxt,
+    genfromtxt as genfromtxt,
+    recfromtxt as recfromtxt,
+    recfromcsv as recfromcsv,
+    load as load,
+    save as save,
+    savez as savez,
+    savez_compressed as savez_compressed,
+    packbits as packbits,
+    unpackbits as unpackbits,
+    fromregex as fromregex,
+)
+
+from numpy.lib.polynomial import (
+    poly as poly,
+    roots as roots,
+    polyint as polyint,
+    polyder as polyder,
+    polyadd as polyadd,
+    polysub as polysub,
+    polymul as polymul,
+    polydiv as polydiv,
+    polyval as polyval,
+    polyfit as polyfit,
+)
+
+from numpy.lib.shape_base import (
+    column_stack as column_stack,
+    row_stack as row_stack,
+    dstack as dstack,
+    array_split as array_split,
+    split as split,
+    hsplit as hsplit,
+    vsplit as vsplit,
+    dsplit as dsplit,
+    apply_over_axes as apply_over_axes,
+    expand_dims as expand_dims,
+    apply_along_axis as apply_along_axis,
+    kron as kron,
+    tile as tile,
+    get_array_wrap as get_array_wrap,
+    take_along_axis as take_along_axis,
+    put_along_axis as put_along_axis,
+)
+
+from numpy.lib.stride_tricks import (
+    broadcast_to as broadcast_to,
+    broadcast_arrays as broadcast_arrays,
+    broadcast_shapes as broadcast_shapes,
+)
+
+from numpy.lib.twodim_base import (
+    diag as diag,
+    diagflat as diagflat,
+    eye as eye,
+    fliplr as fliplr,
+    flipud as flipud,
+    tri as tri,
+    triu as triu,
+    tril as tril,
+    vander as vander,
+    histogram2d as histogram2d,
+    mask_indices as mask_indices,
+    tril_indices as tril_indices,
+    tril_indices_from as tril_indices_from,
+    triu_indices as triu_indices,
+    triu_indices_from as triu_indices_from,
+)
+
+from numpy.lib.type_check import (
+    mintypecode as mintypecode,
+    asfarray as asfarray,
+    real as real,
+    imag as imag,
+    iscomplex as iscomplex,
+    isreal as isreal,
+    iscomplexobj as iscomplexobj,
+    isrealobj as isrealobj,
+    nan_to_num as nan_to_num,
+    real_if_close as real_if_close,
+    typename as typename,
+    common_type as common_type,
+)
+
+from numpy.lib.ufunclike import (
+    fix as fix,
+    isposinf as isposinf,
+    isneginf as isneginf,
+)
+
+from numpy.lib.utils import (
+    issubclass_ as issubclass_,
+    issubsctype as issubsctype,
+    issubdtype as issubdtype,
+    deprecate as deprecate,
+    deprecate_with_doc as deprecate_with_doc,
+    get_include as get_include,
+    info as info,
+    source as source,
+    who as who,
+    lookfor as lookfor,
+    byte_bounds as byte_bounds,
+    safe_eval as safe_eval,
+)
+
+from numpy.matrixlib import (
+    asmatrix as asmatrix,
+    mat as mat,
+    bmat as bmat,
+)
+
+_AnyStr_contra = TypeVar("_AnyStr_contra", str, bytes, contravariant=True)
+
+# Protocol for representing file-like-objects accepted
+# by `ndarray.tofile` and `fromfile`
+class _IOProtocol(Protocol):
+    def flush(self) -> object: ...
+    def fileno(self) -> int: ...
+    def tell(self) -> SupportsIndex: ...
+    def seek(self, offset: int, whence: int, /) -> object: ...
+
+# NOTE: `seek`, `write` and `flush` are technically only required
+# for `readwrite`/`write` modes
+class _MemMapIOProtocol(Protocol):
+    def flush(self) -> object: ...
+    def fileno(self) -> SupportsIndex: ...
+    def tell(self) -> int: ...
+    def seek(self, offset: int, whence: int, /) -> object: ...
+    def write(self, s: bytes, /) -> object: ...
+    @property
+    def read(self) -> object: ...
+
+class _SupportsWrite(Protocol[_AnyStr_contra]):
+    def write(self, s: _AnyStr_contra, /) -> object: ...
+
+__all__: list[str]
+__path__: list[str]
+__version__: str
+__git_version__: str
+test: PytestTester
+
+# TODO: Move placeholders to their respective module once
+# their annotations are properly implemented
+#
+# Placeholders for classes
+
+# Some of these are aliases; others are wrappers with an identical signature
+round = around
+round_ = around
+max = amax
+min = amin
+product = prod
+cumproduct = cumprod
+sometrue = any
+alltrue = all
+
+def show_config() -> None: ...
+
+_NdArraySubClass = TypeVar("_NdArraySubClass", bound=ndarray)
+_DTypeScalar_co = TypeVar("_DTypeScalar_co", covariant=True, bound=generic)
+_ByteOrder = L["S", "<", ">", "=", "|", "L", "B", "N", "I"]
+
+@final
+class dtype(Generic[_DTypeScalar_co]):
+    names: None | tuple[builtins.str, ...]
+    # Overload for subclass of generic
+    @overload
+    def __new__(
+        cls,
+        dtype: type[_DTypeScalar_co],
+        align: bool = ...,
+        copy: bool = ...,
+    ) -> dtype[_DTypeScalar_co]: ...
+    # Overloads for string aliases, Python types, and some assorted
+    # other special cases. Order is sometimes important because of the
+    # subtype relationships
+    #
+    # bool < int < float < complex < object
+    #
+    # so we have to make sure the overloads for the narrowest type is
+    # first.
+    # Builtin types
+    @overload
+    def __new__(cls, dtype: type[bool], align: bool = ..., copy: bool = ...) -> dtype[bool_]: ...
+    @overload
+    def __new__(cls, dtype: type[int], align: bool = ..., copy: bool = ...) -> dtype[int_]: ...
+    @overload
+    def __new__(cls, dtype: None | type[float], align: bool = ..., copy: bool = ...) -> dtype[float_]: ...
+    @overload
+    def __new__(cls, dtype: type[complex], align: bool = ..., copy: bool = ...) -> dtype[complex_]: ...
+    @overload
+    def __new__(cls, dtype: type[builtins.str], align: bool = ..., copy: bool = ...) -> dtype[str_]: ...
+    @overload
+    def __new__(cls, dtype: type[bytes], align: bool = ..., copy: bool = ...) -> dtype[bytes_]: ...
+
+    # `unsignedinteger` string-based representations and ctypes
+    @overload
+    def __new__(cls, dtype: _UInt8Codes | type[ct.c_uint8], align: bool = ..., copy: bool = ...) -> dtype[uint8]: ...
+    @overload
+    def __new__(cls, dtype: _UInt16Codes | type[ct.c_uint16], align: bool = ..., copy: bool = ...) -> dtype[uint16]: ...
+    @overload
+    def __new__(cls, dtype: _UInt32Codes | type[ct.c_uint32], align: bool = ..., copy: bool = ...) -> dtype[uint32]: ...
+    @overload
+    def __new__(cls, dtype: _UInt64Codes | type[ct.c_uint64], align: bool = ..., copy: bool = ...) -> dtype[uint64]: ...
+    @overload
+    def __new__(cls, dtype: _UByteCodes | type[ct.c_ubyte], align: bool = ..., copy: bool = ...) -> dtype[ubyte]: ...
+    @overload
+    def __new__(cls, dtype: _UShortCodes | type[ct.c_ushort], align: bool = ..., copy: bool = ...) -> dtype[ushort]: ...
+    @overload
+    def __new__(cls, dtype: _UIntCCodes | type[ct.c_uint], align: bool = ..., copy: bool = ...) -> dtype[uintc]: ...
+
+    # NOTE: We're assuming here that `uint_ptr_t == size_t`,
+    # an assumption that does not hold in rare cases (same for `ssize_t`)
+    @overload
+    def __new__(cls, dtype: _UIntPCodes | type[ct.c_void_p] | type[ct.c_size_t], align: bool = ..., copy: bool = ...) -> dtype[uintp]: ...
+    @overload
+    def __new__(cls, dtype: _UIntCodes | type[ct.c_ulong], align: bool = ..., copy: bool = ...) -> dtype[uint]: ...
+    @overload
+    def __new__(cls, dtype: _ULongLongCodes | type[ct.c_ulonglong], align: bool = ..., copy: bool = ...) -> dtype[ulonglong]: ...
+
+    # `signedinteger` string-based representations and ctypes
+    @overload
+    def __new__(cls, dtype: _Int8Codes | type[ct.c_int8], align: bool = ..., copy: bool = ...) -> dtype[int8]: ...
+    @overload
+    def __new__(cls, dtype: _Int16Codes | type[ct.c_int16], align: bool = ..., copy: bool = ...) -> dtype[int16]: ...
+    @overload
+    def __new__(cls, dtype: _Int32Codes | type[ct.c_int32], align: bool = ..., copy: bool = ...) -> dtype[int32]: ...
+    @overload
+    def __new__(cls, dtype: _Int64Codes | type[ct.c_int64], align: bool = ..., copy: bool = ...) -> dtype[int64]: ...
+    @overload
+    def __new__(cls, dtype: _ByteCodes | type[ct.c_byte], align: bool = ..., copy: bool = ...) -> dtype[byte]: ...
+    @overload
+    def __new__(cls, dtype: _ShortCodes | type[ct.c_short], align: bool = ..., copy: bool = ...) -> dtype[short]: ...
+    @overload
+    def __new__(cls, dtype: _IntCCodes | type[ct.c_int], align: bool = ..., copy: bool = ...) -> dtype[intc]: ...
+    @overload
+    def __new__(cls, dtype: _IntPCodes | type[ct.c_ssize_t], align: bool = ..., copy: bool = ...) -> dtype[intp]: ...
+    @overload
+    def __new__(cls, dtype: _IntCodes | type[ct.c_long], align: bool = ..., copy: bool = ...) -> dtype[int_]: ...
+    @overload
+    def __new__(cls, dtype: _LongLongCodes | type[ct.c_longlong], align: bool = ..., copy: bool = ...) -> dtype[longlong]: ...
+
+    # `floating` string-based representations and ctypes
+    @overload
+    def __new__(cls, dtype: _Float16Codes, align: bool = ..., copy: bool = ...) -> dtype[float16]: ...
+    @overload
+    def __new__(cls, dtype: _Float32Codes, align: bool = ..., copy: bool = ...) -> dtype[float32]: ...
+    @overload
+    def __new__(cls, dtype: _Float64Codes, align: bool = ..., copy: bool = ...) -> dtype[float64]: ...
+    @overload
+    def __new__(cls, dtype: _HalfCodes, align: bool = ..., copy: bool = ...) -> dtype[half]: ...
+    @overload
+    def __new__(cls, dtype: _SingleCodes | type[ct.c_float], align: bool = ..., copy: bool = ...) -> dtype[single]: ...
+    @overload
+    def __new__(cls, dtype: _DoubleCodes | type[ct.c_double], align: bool = ..., copy: bool = ...) -> dtype[double]: ...
+    @overload
+    def __new__(cls, dtype: _LongDoubleCodes | type[ct.c_longdouble], align: bool = ..., copy: bool = ...) -> dtype[longdouble]: ...
+
+    # `complexfloating` string-based representations
+    @overload
+    def __new__(cls, dtype: _Complex64Codes, align: bool = ..., copy: bool = ...) -> dtype[complex64]: ...
+    @overload
+    def __new__(cls, dtype: _Complex128Codes, align: bool = ..., copy: bool = ...) -> dtype[complex128]: ...
+    @overload
+    def __new__(cls, dtype: _CSingleCodes, align: bool = ..., copy: bool = ...) -> dtype[csingle]: ...
+    @overload
+    def __new__(cls, dtype: _CDoubleCodes, align: bool = ..., copy: bool = ...) -> dtype[cdouble]: ...
+    @overload
+    def __new__(cls, dtype: _CLongDoubleCodes, align: bool = ..., copy: bool = ...) -> dtype[clongdouble]: ...
+
+    # Miscellaneous string-based representations and ctypes
+    @overload
+    def __new__(cls, dtype: _BoolCodes | type[ct.c_bool], align: bool = ..., copy: bool = ...) -> dtype[bool_]: ...
+    @overload
+    def __new__(cls, dtype: _TD64Codes, align: bool = ..., copy: bool = ...) -> dtype[timedelta64]: ...
+    @overload
+    def __new__(cls, dtype: _DT64Codes, align: bool = ..., copy: bool = ...) -> dtype[datetime64]: ...
+    @overload
+    def __new__(cls, dtype: _StrCodes, align: bool = ..., copy: bool = ...) -> dtype[str_]: ...
+    @overload
+    def __new__(cls, dtype: _BytesCodes | type[ct.c_char], align: bool = ..., copy: bool = ...) -> dtype[bytes_]: ...
+    @overload
+    def __new__(cls, dtype: _VoidCodes, align: bool = ..., copy: bool = ...) -> dtype[void]: ...
+    @overload
+    def __new__(cls, dtype: _ObjectCodes | type[ct.py_object], align: bool = ..., copy: bool = ...) -> dtype[object_]: ...
+
+    # dtype of a dtype is the same dtype
+    @overload
+    def __new__(
+        cls,
+        dtype: dtype[_DTypeScalar_co],
+        align: bool = ...,
+        copy: bool = ...,
+    ) -> dtype[_DTypeScalar_co]: ...
+    @overload
+    def __new__(
+        cls,
+        dtype: _SupportsDType[dtype[_DTypeScalar_co]],
+        align: bool = ...,
+        copy: bool = ...,
+    ) -> dtype[_DTypeScalar_co]: ...
+    # Handle strings that can't be expressed as literals; i.e. s1, s2, ...
+    @overload
+    def __new__(
+        cls,
+        dtype: builtins.str,
+        align: bool = ...,
+        copy: bool = ...,
+    ) -> dtype[Any]: ...
+    # Catchall overload for void-likes
+    @overload
+    def __new__(
+        cls,
+        dtype: _VoidDTypeLike,
+        align: bool = ...,
+        copy: bool = ...,
+    ) -> dtype[void]: ...
+    # Catchall overload for object-likes
+    @overload
+    def __new__(
+        cls,
+        dtype: type[object],
+        align: bool = ...,
+        copy: bool = ...,
+    ) -> dtype[object_]: ...
+
+    if sys.version_info >= (3, 9):
+        def __class_getitem__(self, item: Any) -> GenericAlias: ...
+
+    @overload
+    def __getitem__(self: dtype[void], key: list[builtins.str]) -> dtype[void]: ...
+    @overload
+    def __getitem__(self: dtype[void], key: builtins.str | SupportsIndex) -> dtype[Any]: ...
+
+    # NOTE: In the future 1-based multiplications will also yield `flexible` dtypes
+    @overload
+    def __mul__(self: _DType, value: L[1]) -> _DType: ...
+    @overload
+    def __mul__(self: _FlexDType, value: SupportsIndex) -> _FlexDType: ...
+    @overload
+    def __mul__(self, value: SupportsIndex) -> dtype[void]: ...
+
+    # NOTE: `__rmul__` seems to be broken when used in combination with
+    # literals as of mypy 0.902. Set the return-type to `dtype[Any]` for
+    # now for non-flexible dtypes.
+    @overload
+    def __rmul__(self: _FlexDType, value: SupportsIndex) -> _FlexDType: ...
+    @overload
+    def __rmul__(self, value: SupportsIndex) -> dtype[Any]: ...
+
+    def __gt__(self, other: DTypeLike) -> bool: ...
+    def __ge__(self, other: DTypeLike) -> bool: ...
+    def __lt__(self, other: DTypeLike) -> bool: ...
+    def __le__(self, other: DTypeLike) -> bool: ...
+
+    # Explicitly defined `__eq__` and `__ne__` to get around mypy's
+    # `strict_equality` option; even though their signatures are
+    # identical to their `object`-based counterpart
+    def __eq__(self, other: Any) -> bool: ...
+    def __ne__(self, other: Any) -> bool: ...
+
+    @property
+    def alignment(self) -> int: ...
+    @property
+    def base(self) -> dtype[Any]: ...
+    @property
+    def byteorder(self) -> builtins.str: ...
+    @property
+    def char(self) -> builtins.str: ...
+    @property
+    def descr(self) -> list[tuple[builtins.str, builtins.str] | tuple[builtins.str, builtins.str, _Shape]]: ...
+    @property
+    def fields(
+        self,
+    ) -> None | MappingProxyType[builtins.str, tuple[dtype[Any], int] | tuple[dtype[Any], int, Any]]: ...
+    @property
+    def flags(self) -> int: ...
+    @property
+    def hasobject(self) -> bool: ...
+    @property
+    def isbuiltin(self) -> int: ...
+    @property
+    def isnative(self) -> bool: ...
+    @property
+    def isalignedstruct(self) -> bool: ...
+    @property
+    def itemsize(self) -> int: ...
+    @property
+    def kind(self) -> builtins.str: ...
+    @property
+    def metadata(self) -> None | MappingProxyType[builtins.str, Any]: ...
+    @property
+    def name(self) -> builtins.str: ...
+    @property
+    def num(self) -> int: ...
+    @property
+    def shape(self) -> _Shape: ...
+    @property
+    def ndim(self) -> int: ...
+    @property
+    def subdtype(self) -> None | tuple[dtype[Any], _Shape]: ...
+    def newbyteorder(self: _DType, __new_order: _ByteOrder = ...) -> _DType: ...
+    @property
+    def str(self) -> builtins.str: ...
+    @property
+    def type(self) -> type[_DTypeScalar_co]: ...
+
+_ArrayLikeInt = Union[
+    int,
+    integer,
+    Sequence[Union[int, integer]],
+    Sequence[Sequence[Any]],  # TODO: wait for support for recursive types
+    ndarray
+]
+
+_FlatIterSelf = TypeVar("_FlatIterSelf", bound=flatiter)
+
+@final
+class flatiter(Generic[_NdArraySubClass]):
+    @property
+    def base(self) -> _NdArraySubClass: ...
+    @property
+    def coords(self) -> _Shape: ...
+    @property
+    def index(self) -> int: ...
+    def copy(self) -> _NdArraySubClass: ...
+    def __iter__(self: _FlatIterSelf) -> _FlatIterSelf: ...
+    def __next__(self: flatiter[ndarray[Any, dtype[_ScalarType]]]) -> _ScalarType: ...
+    def __len__(self) -> int: ...
+    @overload
+    def __getitem__(
+        self: flatiter[ndarray[Any, dtype[_ScalarType]]],
+        key: int | integer | tuple[int | integer],
+    ) -> _ScalarType: ...
+    @overload
+    def __getitem__(
+        self,
+        key: _ArrayLikeInt | slice | ellipsis | tuple[_ArrayLikeInt | slice | ellipsis],
+    ) -> _NdArraySubClass: ...
+    # TODO: `__setitem__` operates via `unsafe` casting rules, and can
+    # thus accept any type accepted by the relevant underlying `np.generic`
+    # constructor.
+    # This means that `value` must in reality be a supertype of `npt.ArrayLike`.
+    def __setitem__(
+        self,
+        key: _ArrayLikeInt | slice | ellipsis | tuple[_ArrayLikeInt | slice | ellipsis],
+        value: Any,
+    ) -> None: ...
+    @overload
+    def __array__(self: flatiter[ndarray[Any, _DType]], dtype: None = ..., /) -> ndarray[Any, _DType]: ...
+    @overload
+    def __array__(self, dtype: _DType, /) -> ndarray[Any, _DType]: ...
+
+_OrderKACF = L[None, "K", "A", "C", "F"]
+_OrderACF = L[None, "A", "C", "F"]
+_OrderCF = L[None, "C", "F"]
+
+_ModeKind = L["raise", "wrap", "clip"]
+_PartitionKind = L["introselect"]
+_SortKind = L["quicksort", "mergesort", "heapsort", "stable"]
+_SortSide = L["left", "right"]
+
+_ArraySelf = TypeVar("_ArraySelf", bound=_ArrayOrScalarCommon)
+
+class _ArrayOrScalarCommon:
+    @property
+    def T(self: _ArraySelf) -> _ArraySelf: ...
+    @property
+    def data(self) -> memoryview: ...
+    @property
+    def flags(self) -> flagsobj: ...
+    @property
+    def itemsize(self) -> int: ...
+    @property
+    def nbytes(self) -> int: ...
+    def __bool__(self) -> bool: ...
+    def __bytes__(self) -> bytes: ...
+    def __str__(self) -> str: ...
+    def __repr__(self) -> str: ...
+    def __copy__(self: _ArraySelf) -> _ArraySelf: ...
+    def __deepcopy__(self: _ArraySelf, memo: None | dict[int, Any], /) -> _ArraySelf: ...
+
+    # TODO: How to deal with the non-commutative nature of `==` and `!=`?
+    # xref numpy/numpy#17368
+    def __eq__(self, other: Any) -> Any: ...
+    def __ne__(self, other: Any) -> Any: ...
+    def copy(self: _ArraySelf, order: _OrderKACF = ...) -> _ArraySelf: ...
+    def dump(self, file: str | bytes | os.PathLike[str] | os.PathLike[bytes] | _SupportsWrite[bytes]) -> None: ...
+    def dumps(self) -> bytes: ...
+    def tobytes(self, order: _OrderKACF = ...) -> bytes: ...
+    # NOTE: `tostring()` is deprecated and therefore excluded
+    # def tostring(self, order=...): ...
+    def tofile(
+        self,
+        fid: str | bytes | os.PathLike[str] | os.PathLike[bytes] | _IOProtocol,
+        sep: str = ...,
+        format: str = ...,
+    ) -> None: ...
+    # generics and 0d arrays return builtin scalars
+    def tolist(self) -> Any: ...
+
+    @property
+    def __array_interface__(self) -> dict[str, Any]: ...
+    @property
+    def __array_priority__(self) -> float: ...
+    @property
+    def __array_struct__(self) -> Any: ...  # builtins.PyCapsule
+    def __setstate__(self, state: tuple[
+        SupportsIndex,  # version
+        _ShapeLike,  # Shape
+        _DType_co,  # DType
+        bool,  # F-continuous
+        bytes | list[Any],  # Data
+    ], /) -> None: ...
+    # a `bool_` is returned when `keepdims=True` and `self` is a 0d array
+
+    @overload
+    def all(
+        self,
+        axis: None = ...,
+        out: None = ...,
+        keepdims: L[False] = ...,
+        *,
+        where: _ArrayLikeBool_co = ...,
+    ) -> bool_: ...
+    @overload
+    def all(
+        self,
+        axis: None | _ShapeLike = ...,
+        out: None = ...,
+        keepdims: bool = ...,
+        *,
+        where: _ArrayLikeBool_co = ...,
+    ) -> Any: ...
+    @overload
+    def all(
+        self,
+        axis: None | _ShapeLike = ...,
+        out: _NdArraySubClass = ...,
+        keepdims: bool = ...,
+        *,
+        where: _ArrayLikeBool_co = ...,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def any(
+        self,
+        axis: None = ...,
+        out: None = ...,
+        keepdims: L[False] = ...,
+        *,
+        where: _ArrayLikeBool_co = ...,
+    ) -> bool_: ...
+    @overload
+    def any(
+        self,
+        axis: None | _ShapeLike = ...,
+        out: None = ...,
+        keepdims: bool = ...,
+        *,
+        where: _ArrayLikeBool_co = ...,
+    ) -> Any: ...
+    @overload
+    def any(
+        self,
+        axis: None | _ShapeLike = ...,
+        out: _NdArraySubClass = ...,
+        keepdims: bool = ...,
+        *,
+        where: _ArrayLikeBool_co = ...,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def argmax(
+        self,
+        axis: None = ...,
+        out: None = ...,
+        *,
+        keepdims: L[False] = ...,
+    ) -> intp: ...
+    @overload
+    def argmax(
+        self,
+        axis: SupportsIndex = ...,
+        out: None = ...,
+        *,
+        keepdims: bool = ...,
+    ) -> Any: ...
+    @overload
+    def argmax(
+        self,
+        axis: None | SupportsIndex = ...,
+        out: _NdArraySubClass = ...,
+        *,
+        keepdims: bool = ...,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def argmin(
+        self,
+        axis: None = ...,
+        out: None = ...,
+        *,
+        keepdims: L[False] = ...,
+    ) -> intp: ...
+    @overload
+    def argmin(
+        self,
+        axis: SupportsIndex = ...,
+        out: None = ...,
+        *,
+        keepdims: bool = ...,
+    ) -> Any: ...
+    @overload
+    def argmin(
+        self,
+        axis: None | SupportsIndex = ...,
+        out: _NdArraySubClass = ...,
+        *,
+        keepdims: bool = ...,
+    ) -> _NdArraySubClass: ...
+
+    def argsort(
+        self,
+        axis: None | SupportsIndex = ...,
+        kind: None | _SortKind = ...,
+        order: None | str | Sequence[str] = ...,
+    ) -> ndarray: ...
+
+    @overload
+    def choose(
+        self,
+        choices: ArrayLike,
+        out: None = ...,
+        mode: _ModeKind = ...,
+    ) -> ndarray: ...
+    @overload
+    def choose(
+        self,
+        choices: ArrayLike,
+        out: _NdArraySubClass = ...,
+        mode: _ModeKind = ...,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def clip(
+        self,
+        min: ArrayLike = ...,
+        max: None | ArrayLike = ...,
+        out: None = ...,
+        **kwargs: Any,
+    ) -> ndarray: ...
+    @overload
+    def clip(
+        self,
+        min: None = ...,
+        max: ArrayLike = ...,
+        out: None = ...,
+        **kwargs: Any,
+    ) -> ndarray: ...
+    @overload
+    def clip(
+        self,
+        min: ArrayLike = ...,
+        max: None | ArrayLike = ...,
+        out: _NdArraySubClass = ...,
+        **kwargs: Any,
+    ) -> _NdArraySubClass: ...
+    @overload
+    def clip(
+        self,
+        min: None = ...,
+        max: ArrayLike = ...,
+        out: _NdArraySubClass = ...,
+        **kwargs: Any,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def compress(
+        self,
+        a: ArrayLike,
+        axis: None | SupportsIndex = ...,
+        out: None = ...,
+    ) -> ndarray: ...
+    @overload
+    def compress(
+        self,
+        a: ArrayLike,
+        axis: None | SupportsIndex = ...,
+        out: _NdArraySubClass = ...,
+    ) -> _NdArraySubClass: ...
+
+    def conj(self: _ArraySelf) -> _ArraySelf: ...
+
+    def conjugate(self: _ArraySelf) -> _ArraySelf: ...
+
+    @overload
+    def cumprod(
+        self,
+        axis: None | SupportsIndex = ...,
+        dtype: DTypeLike = ...,
+        out: None = ...,
+    ) -> ndarray: ...
+    @overload
+    def cumprod(
+        self,
+        axis: None | SupportsIndex = ...,
+        dtype: DTypeLike = ...,
+        out: _NdArraySubClass = ...,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def cumsum(
+        self,
+        axis: None | SupportsIndex = ...,
+        dtype: DTypeLike = ...,
+        out: None = ...,
+    ) -> ndarray: ...
+    @overload
+    def cumsum(
+        self,
+        axis: None | SupportsIndex = ...,
+        dtype: DTypeLike = ...,
+        out: _NdArraySubClass = ...,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def max(
+        self,
+        axis: None | _ShapeLike = ...,
+        out: None = ...,
+        keepdims: bool = ...,
+        initial: _NumberLike_co = ...,
+        where: _ArrayLikeBool_co = ...,
+    ) -> Any: ...
+    @overload
+    def max(
+        self,
+        axis: None | _ShapeLike = ...,
+        out: _NdArraySubClass = ...,
+        keepdims: bool = ...,
+        initial: _NumberLike_co = ...,
+        where: _ArrayLikeBool_co = ...,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def mean(
+        self,
+        axis: None | _ShapeLike = ...,
+        dtype: DTypeLike = ...,
+        out: None = ...,
+        keepdims: bool = ...,
+        *,
+        where: _ArrayLikeBool_co = ...,
+    ) -> Any: ...
+    @overload
+    def mean(
+        self,
+        axis: None | _ShapeLike = ...,
+        dtype: DTypeLike = ...,
+        out: _NdArraySubClass = ...,
+        keepdims: bool = ...,
+        *,
+        where: _ArrayLikeBool_co = ...,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def min(
+        self,
+        axis: None | _ShapeLike = ...,
+        out: None = ...,
+        keepdims: bool = ...,
+        initial: _NumberLike_co = ...,
+        where: _ArrayLikeBool_co = ...,
+    ) -> Any: ...
+    @overload
+    def min(
+        self,
+        axis: None | _ShapeLike = ...,
+        out: _NdArraySubClass = ...,
+        keepdims: bool = ...,
+        initial: _NumberLike_co = ...,
+        where: _ArrayLikeBool_co = ...,
+    ) -> _NdArraySubClass: ...
+
+    def newbyteorder(
+        self: _ArraySelf,
+        __new_order: _ByteOrder = ...,
+    ) -> _ArraySelf: ...
+
+    @overload
+    def prod(
+        self,
+        axis: None | _ShapeLike = ...,
+        dtype: DTypeLike = ...,
+        out: None = ...,
+        keepdims: bool = ...,
+        initial: _NumberLike_co = ...,
+        where: _ArrayLikeBool_co = ...,
+    ) -> Any: ...
+    @overload
+    def prod(
+        self,
+        axis: None | _ShapeLike = ...,
+        dtype: DTypeLike = ...,
+        out: _NdArraySubClass = ...,
+        keepdims: bool = ...,
+        initial: _NumberLike_co = ...,
+        where: _ArrayLikeBool_co = ...,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def ptp(
+        self,
+        axis: None | _ShapeLike = ...,
+        out: None = ...,
+        keepdims: bool = ...,
+    ) -> Any: ...
+    @overload
+    def ptp(
+        self,
+        axis: None | _ShapeLike = ...,
+        out: _NdArraySubClass = ...,
+        keepdims: bool = ...,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def round(
+        self: _ArraySelf,
+        decimals: SupportsIndex = ...,
+        out: None = ...,
+    ) -> _ArraySelf: ...
+    @overload
+    def round(
+        self,
+        decimals: SupportsIndex = ...,
+        out: _NdArraySubClass = ...,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def std(
+        self,
+        axis: None | _ShapeLike = ...,
+        dtype: DTypeLike = ...,
+        out: None = ...,
+        ddof: float = ...,
+        keepdims: bool = ...,
+        *,
+        where: _ArrayLikeBool_co = ...,
+    ) -> Any: ...
+    @overload
+    def std(
+        self,
+        axis: None | _ShapeLike = ...,
+        dtype: DTypeLike = ...,
+        out: _NdArraySubClass = ...,
+        ddof: float = ...,
+        keepdims: bool = ...,
+        *,
+        where: _ArrayLikeBool_co = ...,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def sum(
+        self,
+        axis: None | _ShapeLike = ...,
+        dtype: DTypeLike = ...,
+        out: None = ...,
+        keepdims: bool = ...,
+        initial: _NumberLike_co = ...,
+        where: _ArrayLikeBool_co = ...,
+    ) -> Any: ...
+    @overload
+    def sum(
+        self,
+        axis: None | _ShapeLike = ...,
+        dtype: DTypeLike = ...,
+        out: _NdArraySubClass = ...,
+        keepdims: bool = ...,
+        initial: _NumberLike_co = ...,
+        where: _ArrayLikeBool_co = ...,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def var(
+        self,
+        axis: None | _ShapeLike = ...,
+        dtype: DTypeLike = ...,
+        out: None = ...,
+        ddof: float = ...,
+        keepdims: bool = ...,
+        *,
+        where: _ArrayLikeBool_co = ...,
+    ) -> Any: ...
+    @overload
+    def var(
+        self,
+        axis: None | _ShapeLike = ...,
+        dtype: DTypeLike = ...,
+        out: _NdArraySubClass = ...,
+        ddof: float = ...,
+        keepdims: bool = ...,
+        *,
+        where: _ArrayLikeBool_co = ...,
+    ) -> _NdArraySubClass: ...
+
+_DType = TypeVar("_DType", bound=dtype[Any])
+_DType_co = TypeVar("_DType_co", covariant=True, bound=dtype[Any])
+_FlexDType = TypeVar("_FlexDType", bound=dtype[flexible])
+
+# TODO: Set the `bound` to something more suitable once we
+# have proper shape support
+_ShapeType = TypeVar("_ShapeType", bound=Any)
+_ShapeType2 = TypeVar("_ShapeType2", bound=Any)
+_NumberType = TypeVar("_NumberType", bound=number[Any])
+
+# There is currently no exhaustive way to type the buffer protocol,
+# as it is implemented exclusivelly in the C API (python/typing#593)
+_SupportsBuffer = Union[
+    bytes,
+    bytearray,
+    memoryview,
+    _array.array[Any],
+    mmap.mmap,
+    NDArray[Any],
+    generic,
+]
+
+_T = TypeVar("_T")
+_T_co = TypeVar("_T_co", covariant=True)
+_T_contra = TypeVar("_T_contra", contravariant=True)
+_2Tuple = tuple[_T, _T]
+_CastingKind = L["no", "equiv", "safe", "same_kind", "unsafe"]
+
+_ArrayUInt_co = NDArray[Union[bool_, unsignedinteger[Any]]]
+_ArrayInt_co = NDArray[Union[bool_, integer[Any]]]
+_ArrayFloat_co = NDArray[Union[bool_, integer[Any], floating[Any]]]
+_ArrayComplex_co = NDArray[Union[bool_, integer[Any], floating[Any], complexfloating[Any, Any]]]
+_ArrayNumber_co = NDArray[Union[bool_, number[Any]]]
+_ArrayTD64_co = NDArray[Union[bool_, integer[Any], timedelta64]]
+
+# Introduce an alias for `dtype` to avoid naming conflicts.
+_dtype = dtype
+
+# `builtins.PyCapsule` unfortunately lacks annotations as of the moment;
+# use `Any` as a stopgap measure
+_PyCapsule = Any
+
+class _SupportsItem(Protocol[_T_co]):
+    def item(self, args: Any, /) -> _T_co: ...
+
+class _SupportsReal(Protocol[_T_co]):
+    @property
+    def real(self) -> _T_co: ...
+
+class _SupportsImag(Protocol[_T_co]):
+    @property
+    def imag(self) -> _T_co: ...
+
+class ndarray(_ArrayOrScalarCommon, Generic[_ShapeType, _DType_co]):
+    @property
+    def base(self) -> None | ndarray: ...
+    @property
+    def ndim(self) -> int: ...
+    @property
+    def size(self) -> int: ...
+    @property
+    def real(
+        self: ndarray[_ShapeType, dtype[_SupportsReal[_ScalarType]]],  # type: ignore[type-var]
+    ) -> ndarray[_ShapeType, _dtype[_ScalarType]]: ...
+    @real.setter
+    def real(self, value: ArrayLike) -> None: ...
+    @property
+    def imag(
+        self: ndarray[_ShapeType, dtype[_SupportsImag[_ScalarType]]],  # type: ignore[type-var]
+    ) -> ndarray[_ShapeType, _dtype[_ScalarType]]: ...
+    @imag.setter
+    def imag(self, value: ArrayLike) -> None: ...
+    def __new__(
+        cls: type[_ArraySelf],
+        shape: _ShapeLike,
+        dtype: DTypeLike = ...,
+        buffer: None | _SupportsBuffer = ...,
+        offset: SupportsIndex = ...,
+        strides: None | _ShapeLike = ...,
+        order: _OrderKACF = ...,
+    ) -> _ArraySelf: ...
+
+    if sys.version_info >= (3, 9):
+        def __class_getitem__(self, item: Any) -> GenericAlias: ...
+
+    @overload
+    def __array__(self, dtype: None = ..., /) -> ndarray[Any, _DType_co]: ...
+    @overload
+    def __array__(self, dtype: _DType, /) -> ndarray[Any, _DType]: ...
+
+    def __array_ufunc__(
+        self,
+        ufunc: ufunc,
+        method: L["__call__", "reduce", "reduceat", "accumulate", "outer", "inner"],
+        *inputs: Any,
+        **kwargs: Any,
+    ) -> Any: ...
+
+    def __array_function__(
+        self,
+        func: Callable[..., Any],
+        types: Iterable[type],
+        args: Iterable[Any],
+        kwargs: Mapping[str, Any],
+    ) -> Any: ...
+
+    # NOTE: In practice any object is accepted by `obj`, but as `__array_finalize__`
+    # is a pseudo-abstract method the type has been narrowed down in order to
+    # grant subclasses a bit more flexiblity
+    def __array_finalize__(self, obj: None | NDArray[Any], /) -> None: ...
+
+    def __array_wrap__(
+        self,
+        array: ndarray[_ShapeType2, _DType],
+        context: None | tuple[ufunc, tuple[Any, ...], int] = ...,
+        /,
+    ) -> ndarray[_ShapeType2, _DType]: ...
+
+    def __array_prepare__(
+        self,
+        array: ndarray[_ShapeType2, _DType],
+        context: None | tuple[ufunc, tuple[Any, ...], int] = ...,
+        /,
+    ) -> ndarray[_ShapeType2, _DType]: ...
+
+    @overload
+    def __getitem__(self, key: SupportsIndex | tuple[SupportsIndex, ...]) -> Any: ...
+    @overload
+    def __getitem__(self, key: (
+        None
+        | slice
+        | ellipsis
+        | SupportsIndex
+        | _ArrayLikeInt_co
+        | tuple[None | slice | ellipsis | _ArrayLikeInt_co | SupportsIndex, ...]
+    )) -> ndarray[Any, _DType_co]: ...
+    @overload
+    def __getitem__(self: NDArray[void], key: str) -> NDArray[Any]: ...
+    @overload
+    def __getitem__(self: NDArray[void], key: list[str]) -> ndarray[_ShapeType, _dtype[void]]: ...
+
+    @property
+    def ctypes(self) -> _ctypes[int]: ...
+    @property
+    def shape(self) -> _Shape: ...
+    @shape.setter
+    def shape(self, value: _ShapeLike) -> None: ...
+    @property
+    def strides(self) -> _Shape: ...
+    @strides.setter
+    def strides(self, value: _ShapeLike) -> None: ...
+    def byteswap(self: _ArraySelf, inplace: bool = ...) -> _ArraySelf: ...
+    def fill(self, value: Any) -> None: ...
+    @property
+    def flat(self: _NdArraySubClass) -> flatiter[_NdArraySubClass]: ...
+
+    # Use the same output type as that of the underlying `generic`
+    @overload
+    def item(
+        self: ndarray[Any, _dtype[_SupportsItem[_T]]],  # type: ignore[type-var]
+        *args: SupportsIndex,
+    ) -> _T: ...
+    @overload
+    def item(
+        self: ndarray[Any, _dtype[_SupportsItem[_T]]],  # type: ignore[type-var]
+        args: tuple[SupportsIndex, ...],
+        /,
+    ) -> _T: ...
+
+    @overload
+    def itemset(self, value: Any, /) -> None: ...
+    @overload
+    def itemset(self, item: _ShapeLike, value: Any, /) -> None: ...
+
+    @overload
+    def resize(self, new_shape: _ShapeLike, /, *, refcheck: bool = ...) -> None: ...
+    @overload
+    def resize(self, *new_shape: SupportsIndex, refcheck: bool = ...) -> None: ...
+
+    def setflags(
+        self, write: bool = ..., align: bool = ..., uic: bool = ...
+    ) -> None: ...
+
+    def squeeze(
+        self,
+        axis: None | SupportsIndex | tuple[SupportsIndex, ...] = ...,
+    ) -> ndarray[Any, _DType_co]: ...
+
+    def swapaxes(
+        self,
+        axis1: SupportsIndex,
+        axis2: SupportsIndex,
+    ) -> ndarray[Any, _DType_co]: ...
+
+    @overload
+    def transpose(self: _ArraySelf, axes: None | _ShapeLike, /) -> _ArraySelf: ...
+    @overload
+    def transpose(self: _ArraySelf, *axes: SupportsIndex) -> _ArraySelf: ...
+
+    def argpartition(
+        self,
+        kth: _ArrayLikeInt_co,
+        axis: None | SupportsIndex = ...,
+        kind: _PartitionKind = ...,
+        order: None | str | Sequence[str] = ...,
+    ) -> ndarray[Any, _dtype[intp]]: ...
+
+    def diagonal(
+        self,
+        offset: SupportsIndex = ...,
+        axis1: SupportsIndex = ...,
+        axis2: SupportsIndex = ...,
+    ) -> ndarray[Any, _DType_co]: ...
+
+    # 1D + 1D returns a scalar;
+    # all other with at least 1 non-0D array return an ndarray.
+    @overload
+    def dot(self, b: _ScalarLike_co, out: None = ...) -> ndarray: ...
+    @overload
+    def dot(self, b: ArrayLike, out: None = ...) -> Any: ...  # type: ignore[misc]
+    @overload
+    def dot(self, b: ArrayLike, out: _NdArraySubClass) -> _NdArraySubClass: ...
+
+    # `nonzero()` is deprecated for 0d arrays/generics
+    def nonzero(self) -> tuple[ndarray[Any, _dtype[intp]], ...]: ...
+
+    def partition(
+        self,
+        kth: _ArrayLikeInt_co,
+        axis: SupportsIndex = ...,
+        kind: _PartitionKind = ...,
+        order: None | str | Sequence[str] = ...,
+    ) -> None: ...
+
+    # `put` is technically available to `generic`,
+    # but is pointless as `generic`s are immutable
+    def put(
+        self,
+        ind: _ArrayLikeInt_co,
+        v: ArrayLike,
+        mode: _ModeKind = ...,
+    ) -> None: ...
+
+    @overload
+    def searchsorted(  # type: ignore[misc]
+        self,  # >= 1D array
+        v: _ScalarLike_co,  # 0D array-like
+        side: _SortSide = ...,
+        sorter: None | _ArrayLikeInt_co = ...,
+    ) -> intp: ...
+    @overload
+    def searchsorted(
+        self,  # >= 1D array
+        v: ArrayLike,
+        side: _SortSide = ...,
+        sorter: None | _ArrayLikeInt_co = ...,
+    ) -> ndarray[Any, _dtype[intp]]: ...
+
+    def setfield(
+        self,
+        val: ArrayLike,
+        dtype: DTypeLike,
+        offset: SupportsIndex = ...,
+    ) -> None: ...
+
+    def sort(
+        self,
+        axis: SupportsIndex = ...,
+        kind: None | _SortKind = ...,
+        order: None | str | Sequence[str] = ...,
+    ) -> None: ...
+
+    @overload
+    def trace(
+        self,  # >= 2D array
+        offset: SupportsIndex = ...,
+        axis1: SupportsIndex = ...,
+        axis2: SupportsIndex = ...,
+        dtype: DTypeLike = ...,
+        out: None = ...,
+    ) -> Any: ...
+    @overload
+    def trace(
+        self,  # >= 2D array
+        offset: SupportsIndex = ...,
+        axis1: SupportsIndex = ...,
+        axis2: SupportsIndex = ...,
+        dtype: DTypeLike = ...,
+        out: _NdArraySubClass = ...,
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def take(  # type: ignore[misc]
+        self: ndarray[Any, _dtype[_ScalarType]],
+        indices: _IntLike_co,
+        axis: None | SupportsIndex = ...,
+        out: None = ...,
+        mode: _ModeKind = ...,
+    ) -> _ScalarType: ...
+    @overload
+    def take(  # type: ignore[misc]
+        self,
+        indices: _ArrayLikeInt_co,
+        axis: None | SupportsIndex = ...,
+        out: None = ...,
+        mode: _ModeKind = ...,
+    ) -> ndarray[Any, _DType_co]: ...
+    @overload
+    def take(
+        self,
+        indices: _ArrayLikeInt_co,
+        axis: None | SupportsIndex = ...,
+        out: _NdArraySubClass = ...,
+        mode: _ModeKind = ...,
+    ) -> _NdArraySubClass: ...
+
+    def repeat(
+        self,
+        repeats: _ArrayLikeInt_co,
+        axis: None | SupportsIndex = ...,
+    ) -> ndarray[Any, _DType_co]: ...
+
+    def flatten(
+        self,
+        order: _OrderKACF = ...,
+    ) -> ndarray[Any, _DType_co]: ...
+
+    def ravel(
+        self,
+        order: _OrderKACF = ...,
+    ) -> ndarray[Any, _DType_co]: ...
+
+    @overload
+    def reshape(
+        self, shape: _ShapeLike, /, *, order: _OrderACF = ...
+    ) -> ndarray[Any, _DType_co]: ...
+    @overload
+    def reshape(
+        self, *shape: SupportsIndex, order: _OrderACF = ...
+    ) -> ndarray[Any, _DType_co]: ...
+
+    @overload
+    def astype(
+        self,
+        dtype: _DTypeLike[_ScalarType],
+        order: _OrderKACF = ...,
+        casting: _CastingKind = ...,
+        subok: bool = ...,
+        copy: bool | _CopyMode = ...,
+    ) -> NDArray[_ScalarType]: ...
+    @overload
+    def astype(
+        self,
+        dtype: DTypeLike,
+        order: _OrderKACF = ...,
+        casting: _CastingKind = ...,
+        subok: bool = ...,
+        copy: bool | _CopyMode = ...,
+    ) -> NDArray[Any]: ...
+
+    @overload
+    def view(self: _ArraySelf) -> _ArraySelf: ...
+    @overload
+    def view(self, type: type[_NdArraySubClass]) -> _NdArraySubClass: ...
+    @overload
+    def view(self, dtype: _DTypeLike[_ScalarType]) -> NDArray[_ScalarType]: ...
+    @overload
+    def view(self, dtype: DTypeLike) -> NDArray[Any]: ...
+    @overload
+    def view(
+        self,
+        dtype: DTypeLike,
+        type: type[_NdArraySubClass],
+    ) -> _NdArraySubClass: ...
+
+    @overload
+    def getfield(
+        self,
+        dtype: _DTypeLike[_ScalarType],
+        offset: SupportsIndex = ...
+    ) -> NDArray[_ScalarType]: ...
+    @overload
+    def getfield(
+        self,
+        dtype: DTypeLike,
+        offset: SupportsIndex = ...
+    ) -> NDArray[Any]: ...
+
+    # Dispatch to the underlying `generic` via protocols
+    def __int__(
+        self: ndarray[Any, _dtype[SupportsInt]],  # type: ignore[type-var]
+    ) -> int: ...
+
+    def __float__(
+        self: ndarray[Any, _dtype[SupportsFloat]],  # type: ignore[type-var]
+    ) -> float: ...
+
+    def __complex__(
+        self: ndarray[Any, _dtype[SupportsComplex]],  # type: ignore[type-var]
+    ) -> complex: ...
+
+    def __index__(
+        self: ndarray[Any, _dtype[SupportsIndex]],  # type: ignore[type-var]
+    ) -> int: ...
+
+    def __len__(self) -> int: ...
+    def __setitem__(self, key, value): ...
+    def __iter__(self) -> Any: ...
+    def __contains__(self, key) -> bool: ...
+
+    # The last overload is for catching recursive objects whose
+    # nesting is too deep.
+    # The first overload is for catching `bytes` (as they are a subtype of
+    # `Sequence[int]`) and `str`. As `str` is a recursive sequence of
+    # strings, it will pass through the final overload otherwise
+
+    @overload
+    def __lt__(self: _ArrayNumber_co, other: _ArrayLikeNumber_co) -> NDArray[bool_]: ...
+    @overload
+    def __lt__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[bool_]: ...
+    @overload
+    def __lt__(self: NDArray[datetime64], other: _ArrayLikeDT64_co) -> NDArray[bool_]: ...
+    @overload
+    def __lt__(self: NDArray[object_], other: Any) -> NDArray[bool_]: ...
+    @overload
+    def __lt__(self: NDArray[Any], other: _ArrayLikeObject_co) -> NDArray[bool_]: ...
+
+    @overload
+    def __le__(self: _ArrayNumber_co, other: _ArrayLikeNumber_co) -> NDArray[bool_]: ...
+    @overload
+    def __le__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[bool_]: ...
+    @overload
+    def __le__(self: NDArray[datetime64], other: _ArrayLikeDT64_co) -> NDArray[bool_]: ...
+    @overload
+    def __le__(self: NDArray[object_], other: Any) -> NDArray[bool_]: ...
+    @overload
+    def __le__(self: NDArray[Any], other: _ArrayLikeObject_co) -> NDArray[bool_]: ...
+
+    @overload
+    def __gt__(self: _ArrayNumber_co, other: _ArrayLikeNumber_co) -> NDArray[bool_]: ...
+    @overload
+    def __gt__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[bool_]: ...
+    @overload
+    def __gt__(self: NDArray[datetime64], other: _ArrayLikeDT64_co) -> NDArray[bool_]: ...
+    @overload
+    def __gt__(self: NDArray[object_], other: Any) -> NDArray[bool_]: ...
+    @overload
+    def __gt__(self: NDArray[Any], other: _ArrayLikeObject_co) -> NDArray[bool_]: ...
+
+    @overload
+    def __ge__(self: _ArrayNumber_co, other: _ArrayLikeNumber_co) -> NDArray[bool_]: ...
+    @overload
+    def __ge__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[bool_]: ...
+    @overload
+    def __ge__(self: NDArray[datetime64], other: _ArrayLikeDT64_co) -> NDArray[bool_]: ...
+    @overload
+    def __ge__(self: NDArray[object_], other: Any) -> NDArray[bool_]: ...
+    @overload
+    def __ge__(self: NDArray[Any], other: _ArrayLikeObject_co) -> NDArray[bool_]: ...
+
+    # Unary ops
+    @overload
+    def __abs__(self: NDArray[bool_]) -> NDArray[bool_]: ...
+    @overload
+    def __abs__(self: NDArray[complexfloating[_NBit1, _NBit1]]) -> NDArray[floating[_NBit1]]: ...
+    @overload
+    def __abs__(self: NDArray[_NumberType]) -> NDArray[_NumberType]: ...
+    @overload
+    def __abs__(self: NDArray[timedelta64]) -> NDArray[timedelta64]: ...
+    @overload
+    def __abs__(self: NDArray[object_]) -> Any: ...
+
+    @overload
+    def __invert__(self: NDArray[bool_]) -> NDArray[bool_]: ...
+    @overload
+    def __invert__(self: NDArray[_IntType]) -> NDArray[_IntType]: ...
+    @overload
+    def __invert__(self: NDArray[object_]) -> Any: ...
+
+    @overload
+    def __pos__(self: NDArray[_NumberType]) -> NDArray[_NumberType]: ...
+    @overload
+    def __pos__(self: NDArray[timedelta64]) -> NDArray[timedelta64]: ...
+    @overload
+    def __pos__(self: NDArray[object_]) -> Any: ...
+
+    @overload
+    def __neg__(self: NDArray[_NumberType]) -> NDArray[_NumberType]: ...
+    @overload
+    def __neg__(self: NDArray[timedelta64]) -> NDArray[timedelta64]: ...
+    @overload
+    def __neg__(self: NDArray[object_]) -> Any: ...
+
+    # Binary ops
+    # NOTE: `ndarray` does not implement `__imatmul__`
+    @overload
+    def __matmul__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...  # type: ignore[misc]
+    @overload
+    def __matmul__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __matmul__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __matmul__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __matmul__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ...
+    @overload
+    def __matmul__(self: NDArray[number[Any]], other: _ArrayLikeNumber_co) -> NDArray[number[Any]]: ...
+    @overload
+    def __matmul__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __matmul__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __rmatmul__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...  # type: ignore[misc]
+    @overload
+    def __rmatmul__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rmatmul__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rmatmul__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rmatmul__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ...
+    @overload
+    def __rmatmul__(self: NDArray[number[Any]], other: _ArrayLikeNumber_co) -> NDArray[number[Any]]: ...
+    @overload
+    def __rmatmul__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __rmatmul__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __mod__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ...  # type: ignore[misc]
+    @overload
+    def __mod__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __mod__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __mod__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __mod__(self: _ArrayTD64_co, other: _SupportsArray[_dtype[timedelta64]] | _NestedSequence[_SupportsArray[_dtype[timedelta64]]]) -> NDArray[timedelta64]: ...
+    @overload
+    def __mod__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __mod__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __rmod__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ...  # type: ignore[misc]
+    @overload
+    def __rmod__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rmod__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rmod__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rmod__(self: _ArrayTD64_co, other: _SupportsArray[_dtype[timedelta64]] | _NestedSequence[_SupportsArray[_dtype[timedelta64]]]) -> NDArray[timedelta64]: ...
+    @overload
+    def __rmod__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __rmod__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __divmod__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> _2Tuple[NDArray[int8]]: ...  # type: ignore[misc]
+    @overload
+    def __divmod__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> _2Tuple[NDArray[unsignedinteger[Any]]]: ...  # type: ignore[misc]
+    @overload
+    def __divmod__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> _2Tuple[NDArray[signedinteger[Any]]]: ...  # type: ignore[misc]
+    @overload
+    def __divmod__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> _2Tuple[NDArray[floating[Any]]]: ...  # type: ignore[misc]
+    @overload
+    def __divmod__(self: _ArrayTD64_co, other: _SupportsArray[_dtype[timedelta64]] | _NestedSequence[_SupportsArray[_dtype[timedelta64]]]) -> tuple[NDArray[int64], NDArray[timedelta64]]: ...
+
+    @overload
+    def __rdivmod__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> _2Tuple[NDArray[int8]]: ...  # type: ignore[misc]
+    @overload
+    def __rdivmod__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> _2Tuple[NDArray[unsignedinteger[Any]]]: ...  # type: ignore[misc]
+    @overload
+    def __rdivmod__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> _2Tuple[NDArray[signedinteger[Any]]]: ...  # type: ignore[misc]
+    @overload
+    def __rdivmod__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> _2Tuple[NDArray[floating[Any]]]: ...  # type: ignore[misc]
+    @overload
+    def __rdivmod__(self: _ArrayTD64_co, other: _SupportsArray[_dtype[timedelta64]] | _NestedSequence[_SupportsArray[_dtype[timedelta64]]]) -> tuple[NDArray[int64], NDArray[timedelta64]]: ...
+
+    @overload
+    def __add__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...  # type: ignore[misc]
+    @overload
+    def __add__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __add__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __add__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __add__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ...  # type: ignore[misc]
+    @overload
+    def __add__(self: NDArray[number[Any]], other: _ArrayLikeNumber_co) -> NDArray[number[Any]]: ...
+    @overload
+    def __add__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ...  # type: ignore[misc]
+    @overload
+    def __add__(self: _ArrayTD64_co, other: _ArrayLikeDT64_co) -> NDArray[datetime64]: ...
+    @overload
+    def __add__(self: NDArray[datetime64], other: _ArrayLikeTD64_co) -> NDArray[datetime64]: ...
+    @overload
+    def __add__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __add__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __radd__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...  # type: ignore[misc]
+    @overload
+    def __radd__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __radd__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __radd__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __radd__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ...  # type: ignore[misc]
+    @overload
+    def __radd__(self: NDArray[number[Any]], other: _ArrayLikeNumber_co) -> NDArray[number[Any]]: ...
+    @overload
+    def __radd__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ...  # type: ignore[misc]
+    @overload
+    def __radd__(self: _ArrayTD64_co, other: _ArrayLikeDT64_co) -> NDArray[datetime64]: ...
+    @overload
+    def __radd__(self: NDArray[datetime64], other: _ArrayLikeTD64_co) -> NDArray[datetime64]: ...
+    @overload
+    def __radd__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __radd__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __sub__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NoReturn: ...
+    @overload
+    def __sub__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __sub__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __sub__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __sub__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ...  # type: ignore[misc]
+    @overload
+    def __sub__(self: NDArray[number[Any]], other: _ArrayLikeNumber_co) -> NDArray[number[Any]]: ...
+    @overload
+    def __sub__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ...  # type: ignore[misc]
+    @overload
+    def __sub__(self: NDArray[datetime64], other: _ArrayLikeTD64_co) -> NDArray[datetime64]: ...
+    @overload
+    def __sub__(self: NDArray[datetime64], other: _ArrayLikeDT64_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __sub__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __sub__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __rsub__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NoReturn: ...
+    @overload
+    def __rsub__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rsub__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rsub__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rsub__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rsub__(self: NDArray[number[Any]], other: _ArrayLikeNumber_co) -> NDArray[number[Any]]: ...
+    @overload
+    def __rsub__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ...  # type: ignore[misc]
+    @overload
+    def __rsub__(self: _ArrayTD64_co, other: _ArrayLikeDT64_co) -> NDArray[datetime64]: ...  # type: ignore[misc]
+    @overload
+    def __rsub__(self: NDArray[datetime64], other: _ArrayLikeDT64_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __rsub__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __rsub__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __mul__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...  # type: ignore[misc]
+    @overload
+    def __mul__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __mul__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __mul__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __mul__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ...  # type: ignore[misc]
+    @overload
+    def __mul__(self: NDArray[number[Any]], other: _ArrayLikeNumber_co) -> NDArray[number[Any]]: ...
+    @overload
+    def __mul__(self: _ArrayTD64_co, other: _ArrayLikeFloat_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __mul__(self: _ArrayFloat_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __mul__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __mul__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __rmul__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...  # type: ignore[misc]
+    @overload
+    def __rmul__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rmul__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rmul__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rmul__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rmul__(self: NDArray[number[Any]], other: _ArrayLikeNumber_co) -> NDArray[number[Any]]: ...
+    @overload
+    def __rmul__(self: _ArrayTD64_co, other: _ArrayLikeFloat_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __rmul__(self: _ArrayFloat_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __rmul__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __rmul__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __floordiv__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ...  # type: ignore[misc]
+    @overload
+    def __floordiv__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __floordiv__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __floordiv__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __floordiv__(self: NDArray[timedelta64], other: _SupportsArray[_dtype[timedelta64]] | _NestedSequence[_SupportsArray[_dtype[timedelta64]]]) -> NDArray[int64]: ...
+    @overload
+    def __floordiv__(self: NDArray[timedelta64], other: _ArrayLikeBool_co) -> NoReturn: ...
+    @overload
+    def __floordiv__(self: NDArray[timedelta64], other: _ArrayLikeFloat_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __floordiv__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __floordiv__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __rfloordiv__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ...  # type: ignore[misc]
+    @overload
+    def __rfloordiv__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rfloordiv__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rfloordiv__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rfloordiv__(self: NDArray[timedelta64], other: _SupportsArray[_dtype[timedelta64]] | _NestedSequence[_SupportsArray[_dtype[timedelta64]]]) -> NDArray[int64]: ...
+    @overload
+    def __rfloordiv__(self: NDArray[bool_], other: _ArrayLikeTD64_co) -> NoReturn: ...
+    @overload
+    def __rfloordiv__(self: _ArrayFloat_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __rfloordiv__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __rfloordiv__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __pow__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ...  # type: ignore[misc]
+    @overload
+    def __pow__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __pow__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __pow__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __pow__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ...
+    @overload
+    def __pow__(self: NDArray[number[Any]], other: _ArrayLikeNumber_co) -> NDArray[number[Any]]: ...
+    @overload
+    def __pow__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __pow__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __rpow__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ...  # type: ignore[misc]
+    @overload
+    def __rpow__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rpow__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rpow__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rpow__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ...
+    @overload
+    def __rpow__(self: NDArray[number[Any]], other: _ArrayLikeNumber_co) -> NDArray[number[Any]]: ...
+    @overload
+    def __rpow__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __rpow__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __truediv__(self: _ArrayInt_co, other: _ArrayInt_co) -> NDArray[float64]: ...  # type: ignore[misc]
+    @overload
+    def __truediv__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __truediv__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ...  # type: ignore[misc]
+    @overload
+    def __truediv__(self: NDArray[number[Any]], other: _ArrayLikeNumber_co) -> NDArray[number[Any]]: ...
+    @overload
+    def __truediv__(self: NDArray[timedelta64], other: _SupportsArray[_dtype[timedelta64]] | _NestedSequence[_SupportsArray[_dtype[timedelta64]]]) -> NDArray[float64]: ...
+    @overload
+    def __truediv__(self: NDArray[timedelta64], other: _ArrayLikeBool_co) -> NoReturn: ...
+    @overload
+    def __truediv__(self: NDArray[timedelta64], other: _ArrayLikeFloat_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __truediv__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __truediv__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __rtruediv__(self: _ArrayInt_co, other: _ArrayInt_co) -> NDArray[float64]: ...  # type: ignore[misc]
+    @overload
+    def __rtruediv__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rtruediv__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rtruediv__(self: NDArray[number[Any]], other: _ArrayLikeNumber_co) -> NDArray[number[Any]]: ...
+    @overload
+    def __rtruediv__(self: NDArray[timedelta64], other: _SupportsArray[_dtype[timedelta64]] | _NestedSequence[_SupportsArray[_dtype[timedelta64]]]) -> NDArray[float64]: ...
+    @overload
+    def __rtruediv__(self: NDArray[bool_], other: _ArrayLikeTD64_co) -> NoReturn: ...
+    @overload
+    def __rtruediv__(self: _ArrayFloat_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __rtruediv__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __rtruediv__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __lshift__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ...  # type: ignore[misc]
+    @overload
+    def __lshift__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __lshift__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...
+    @overload
+    def __lshift__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __lshift__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __rlshift__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ...  # type: ignore[misc]
+    @overload
+    def __rlshift__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rlshift__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...
+    @overload
+    def __rlshift__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __rlshift__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __rshift__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ...  # type: ignore[misc]
+    @overload
+    def __rshift__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rshift__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...
+    @overload
+    def __rshift__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __rshift__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __rrshift__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ...  # type: ignore[misc]
+    @overload
+    def __rrshift__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rrshift__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...
+    @overload
+    def __rrshift__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __rrshift__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __and__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...  # type: ignore[misc]
+    @overload
+    def __and__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __and__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...
+    @overload
+    def __and__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __and__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __rand__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...  # type: ignore[misc]
+    @overload
+    def __rand__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rand__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...
+    @overload
+    def __rand__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __rand__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __xor__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...  # type: ignore[misc]
+    @overload
+    def __xor__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __xor__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...
+    @overload
+    def __xor__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __xor__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __rxor__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...  # type: ignore[misc]
+    @overload
+    def __rxor__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __rxor__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...
+    @overload
+    def __rxor__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __rxor__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __or__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...  # type: ignore[misc]
+    @overload
+    def __or__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __or__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...
+    @overload
+    def __or__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __or__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    @overload
+    def __ror__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...  # type: ignore[misc]
+    @overload
+    def __ror__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ...  # type: ignore[misc]
+    @overload
+    def __ror__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ...
+    @overload
+    def __ror__(self: NDArray[object_], other: Any) -> Any: ...
+    @overload
+    def __ror__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ...
+
+    # `np.generic` does not support inplace operations
+
+    # NOTE: Inplace ops generally use "same_kind" casting w.r.t. to the left
+    # operand. An exception to this rule are unsigned integers though, which
+    # also accepts a signed integer for the right operand as long it is a 0D
+    # object and its value is >= 0
+    @overload
+    def __iadd__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...
+    @overload
+    def __iadd__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co | _IntLike_co) -> NDArray[unsignedinteger[_NBit1]]: ...
+    @overload
+    def __iadd__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ...
+    @overload
+    def __iadd__(self: NDArray[floating[_NBit1]], other: _ArrayLikeFloat_co) -> NDArray[floating[_NBit1]]: ...
+    @overload
+    def __iadd__(self: NDArray[complexfloating[_NBit1, _NBit1]], other: _ArrayLikeComplex_co) -> NDArray[complexfloating[_NBit1, _NBit1]]: ...
+    @overload
+    def __iadd__(self: NDArray[timedelta64], other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __iadd__(self: NDArray[datetime64], other: _ArrayLikeTD64_co) -> NDArray[datetime64]: ...
+    @overload
+    def __iadd__(self: NDArray[object_], other: Any) -> NDArray[object_]: ...
+
+    @overload
+    def __isub__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co | _IntLike_co) -> NDArray[unsignedinteger[_NBit1]]: ...
+    @overload
+    def __isub__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ...
+    @overload
+    def __isub__(self: NDArray[floating[_NBit1]], other: _ArrayLikeFloat_co) -> NDArray[floating[_NBit1]]: ...
+    @overload
+    def __isub__(self: NDArray[complexfloating[_NBit1, _NBit1]], other: _ArrayLikeComplex_co) -> NDArray[complexfloating[_NBit1, _NBit1]]: ...
+    @overload
+    def __isub__(self: NDArray[timedelta64], other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __isub__(self: NDArray[datetime64], other: _ArrayLikeTD64_co) -> NDArray[datetime64]: ...
+    @overload
+    def __isub__(self: NDArray[object_], other: Any) -> NDArray[object_]: ...
+
+    @overload
+    def __imul__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...
+    @overload
+    def __imul__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co | _IntLike_co) -> NDArray[unsignedinteger[_NBit1]]: ...
+    @overload
+    def __imul__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ...
+    @overload
+    def __imul__(self: NDArray[floating[_NBit1]], other: _ArrayLikeFloat_co) -> NDArray[floating[_NBit1]]: ...
+    @overload
+    def __imul__(self: NDArray[complexfloating[_NBit1, _NBit1]], other: _ArrayLikeComplex_co) -> NDArray[complexfloating[_NBit1, _NBit1]]: ...
+    @overload
+    def __imul__(self: NDArray[timedelta64], other: _ArrayLikeFloat_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __imul__(self: NDArray[object_], other: Any) -> NDArray[object_]: ...
+
+    @overload
+    def __itruediv__(self: NDArray[floating[_NBit1]], other: _ArrayLikeFloat_co) -> NDArray[floating[_NBit1]]: ...
+    @overload
+    def __itruediv__(self: NDArray[complexfloating[_NBit1, _NBit1]], other: _ArrayLikeComplex_co) -> NDArray[complexfloating[_NBit1, _NBit1]]: ...
+    @overload
+    def __itruediv__(self: NDArray[timedelta64], other: _ArrayLikeBool_co) -> NoReturn: ...
+    @overload
+    def __itruediv__(self: NDArray[timedelta64], other: _ArrayLikeInt_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __itruediv__(self: NDArray[object_], other: Any) -> NDArray[object_]: ...
+
+    @overload
+    def __ifloordiv__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co | _IntLike_co) -> NDArray[unsignedinteger[_NBit1]]: ...
+    @overload
+    def __ifloordiv__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ...
+    @overload
+    def __ifloordiv__(self: NDArray[floating[_NBit1]], other: _ArrayLikeFloat_co) -> NDArray[floating[_NBit1]]: ...
+    @overload
+    def __ifloordiv__(self: NDArray[complexfloating[_NBit1, _NBit1]], other: _ArrayLikeComplex_co) -> NDArray[complexfloating[_NBit1, _NBit1]]: ...
+    @overload
+    def __ifloordiv__(self: NDArray[timedelta64], other: _ArrayLikeBool_co) -> NoReturn: ...
+    @overload
+    def __ifloordiv__(self: NDArray[timedelta64], other: _ArrayLikeInt_co) -> NDArray[timedelta64]: ...
+    @overload
+    def __ifloordiv__(self: NDArray[object_], other: Any) -> NDArray[object_]: ...
+
+    @overload
+    def __ipow__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co | _IntLike_co) -> NDArray[unsignedinteger[_NBit1]]: ...
+    @overload
+    def __ipow__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ...
+    @overload
+    def __ipow__(self: NDArray[floating[_NBit1]], other: _ArrayLikeFloat_co) -> NDArray[floating[_NBit1]]: ...
+    @overload
+    def __ipow__(self: NDArray[complexfloating[_NBit1, _NBit1]], other: _ArrayLikeComplex_co) -> NDArray[complexfloating[_NBit1, _NBit1]]: ...
+    @overload
+    def __ipow__(self: NDArray[object_], other: Any) -> NDArray[object_]: ...
+
+    @overload
+    def __imod__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co | _IntLike_co) -> NDArray[unsignedinteger[_NBit1]]: ...
+    @overload
+    def __imod__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ...
+    @overload
+    def __imod__(self: NDArray[floating[_NBit1]], other: _ArrayLikeFloat_co) -> NDArray[floating[_NBit1]]: ...
+    @overload
+    def __imod__(self: NDArray[timedelta64], other: _SupportsArray[_dtype[timedelta64]] | _NestedSequence[_SupportsArray[_dtype[timedelta64]]]) -> NDArray[timedelta64]: ...
+    @overload
+    def __imod__(self: NDArray[object_], other: Any) -> NDArray[object_]: ...
+
+    @overload
+    def __ilshift__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co | _IntLike_co) -> NDArray[unsignedinteger[_NBit1]]: ...
+    @overload
+    def __ilshift__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ...
+    @overload
+    def __ilshift__(self: NDArray[object_], other: Any) -> NDArray[object_]: ...
+
+    @overload
+    def __irshift__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co | _IntLike_co) -> NDArray[unsignedinteger[_NBit1]]: ...
+    @overload
+    def __irshift__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ...
+    @overload
+    def __irshift__(self: NDArray[object_], other: Any) -> NDArray[object_]: ...
+
+    @overload
+    def __iand__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...
+    @overload
+    def __iand__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co | _IntLike_co) -> NDArray[unsignedinteger[_NBit1]]: ...
+    @overload
+    def __iand__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ...
+    @overload
+    def __iand__(self: NDArray[object_], other: Any) -> NDArray[object_]: ...
+
+    @overload
+    def __ixor__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...
+    @overload
+    def __ixor__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co | _IntLike_co) -> NDArray[unsignedinteger[_NBit1]]: ...
+    @overload
+    def __ixor__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ...
+    @overload
+    def __ixor__(self: NDArray[object_], other: Any) -> NDArray[object_]: ...
+
+    @overload
+    def __ior__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ...
+    @overload
+    def __ior__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co | _IntLike_co) -> NDArray[unsignedinteger[_NBit1]]: ...
+    @overload
+    def __ior__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ...
+    @overload
+    def __ior__(self: NDArray[object_], other: Any) -> NDArray[object_]: ...
+
+    def __dlpack__(self: NDArray[number[Any]], *, stream: None = ...) -> _PyCapsule: ...
+    def __dlpack_device__(self) -> tuple[int, L[0]]: ...
+
+    # Keep `dtype` at the bottom to avoid name conflicts with `np.dtype`
+    @property
+    def dtype(self) -> _DType_co: ...
+
+# NOTE: while `np.generic` is not technically an instance of `ABCMeta`,
+# the `@abstractmethod` decorator is herein used to (forcefully) deny
+# the creation of `np.generic` instances.
+# The `# type: ignore` comments are necessary to silence mypy errors regarding
+# the missing `ABCMeta` metaclass.
+
+# See https://github.com/numpy/numpy-stubs/pull/80 for more details.
+
+_ScalarType = TypeVar("_ScalarType", bound=generic)
+_NBit1 = TypeVar("_NBit1", bound=NBitBase)
+_NBit2 = TypeVar("_NBit2", bound=NBitBase)
+
+class generic(_ArrayOrScalarCommon):
+    @abstractmethod
+    def __init__(self, *args: Any, **kwargs: Any) -> None: ...
+    @overload
+    def __array__(self: _ScalarType, dtype: None = ..., /) -> ndarray[Any, _dtype[_ScalarType]]: ...
+    @overload
+    def __array__(self, dtype: _DType, /) -> ndarray[Any, _DType]: ...
+    @property
+    def base(self) -> None: ...
+    @property
+    def ndim(self) -> L[0]: ...
+    @property
+    def size(self) -> L[1]: ...
+    @property
+    def shape(self) -> tuple[()]: ...
+    @property
+    def strides(self) -> tuple[()]: ...
+    def byteswap(self: _ScalarType, inplace: L[False] = ...) -> _ScalarType: ...
+    @property
+    def flat(self: _ScalarType) -> flatiter[ndarray[Any, _dtype[_ScalarType]]]: ...
+
+    @overload
+    def astype(
+        self,
+        dtype: _DTypeLike[_ScalarType],
+        order: _OrderKACF = ...,
+        casting: _CastingKind = ...,
+        subok: bool = ...,
+        copy: bool | _CopyMode = ...,
+    ) -> _ScalarType: ...
+    @overload
+    def astype(
+        self,
+        dtype: DTypeLike,
+        order: _OrderKACF = ...,
+        casting: _CastingKind = ...,
+        subok: bool = ...,
+        copy: bool | _CopyMode = ...,
+    ) -> Any: ...
+
+    # NOTE: `view` will perform a 0D->scalar cast,
+    # thus the array `type` is irrelevant to the output type
+    @overload
+    def view(
+        self: _ScalarType,
+        type: type[ndarray[Any, Any]] = ...,
+    ) -> _ScalarType: ...
+    @overload
+    def view(
+        self,
+        dtype: _DTypeLike[_ScalarType],
+        type: type[ndarray[Any, Any]] = ...,
+    ) -> _ScalarType: ...
+    @overload
+    def view(
+        self,
+        dtype: DTypeLike,
+        type: type[ndarray[Any, Any]] = ...,
+    ) -> Any: ...
+
+    @overload
+    def getfield(
+        self,
+        dtype: _DTypeLike[_ScalarType],
+        offset: SupportsIndex = ...
+    ) -> _ScalarType: ...
+    @overload
+    def getfield(
+        self,
+        dtype: DTypeLike,
+        offset: SupportsIndex = ...
+    ) -> Any: ...
+
+    def item(
+        self, args: L[0] | tuple[()] | tuple[L[0]] = ..., /,
+    ) -> Any: ...
+
+    @overload
+    def take(  # type: ignore[misc]
+        self: _ScalarType,
+        indices: _IntLike_co,
+        axis: None | SupportsIndex = ...,
+        out: None = ...,
+        mode: _ModeKind = ...,
+    ) -> _ScalarType: ...
+    @overload
+    def take(  # type: ignore[misc]
+        self: _ScalarType,
+        indices: _ArrayLikeInt_co,
+        axis: None | SupportsIndex = ...,
+        out: None = ...,
+        mode: _ModeKind = ...,
+    ) -> ndarray[Any, _dtype[_ScalarType]]: ...
+    @overload
+    def take(
+        self,
+        indices: _ArrayLikeInt_co,
+        axis: None | SupportsIndex = ...,
+        out: _NdArraySubClass = ...,
+        mode: _ModeKind = ...,
+    ) -> _NdArraySubClass: ...
+
+    def repeat(
+        self: _ScalarType,
+        repeats: _ArrayLikeInt_co,
+        axis: None | SupportsIndex = ...,
+    ) -> ndarray[Any, _dtype[_ScalarType]]: ...
+
+    def flatten(
+        self: _ScalarType,
+        order: _OrderKACF = ...,
+    ) -> ndarray[Any, _dtype[_ScalarType]]: ...
+
+    def ravel(
+        self: _ScalarType,
+        order: _OrderKACF = ...,
+    ) -> ndarray[Any, _dtype[_ScalarType]]: ...
+
+    @overload
+    def reshape(
+        self: _ScalarType, shape: _ShapeLike, /, *, order: _OrderACF = ...
+    ) -> ndarray[Any, _dtype[_ScalarType]]: ...
+    @overload
+    def reshape(
+        self: _ScalarType, *shape: SupportsIndex, order: _OrderACF = ...
+    ) -> ndarray[Any, _dtype[_ScalarType]]: ...
+
+    def squeeze(
+        self: _ScalarType, axis: None | L[0] | tuple[()] = ...
+    ) -> _ScalarType: ...
+    def transpose(self: _ScalarType, axes: None | tuple[()] = ..., /) -> _ScalarType: ...
+    # Keep `dtype` at the bottom to avoid name conflicts with `np.dtype`
+    @property
+    def dtype(self: _ScalarType) -> _dtype[_ScalarType]: ...
+
+class number(generic, Generic[_NBit1]):  # type: ignore
+    @property
+    def real(self: _ArraySelf) -> _ArraySelf: ...
+    @property
+    def imag(self: _ArraySelf) -> _ArraySelf: ...
+    if sys.version_info >= (3, 9):
+        def __class_getitem__(self, item: Any) -> GenericAlias: ...
+    def __int__(self) -> int: ...
+    def __float__(self) -> float: ...
+    def __complex__(self) -> complex: ...
+    def __neg__(self: _ArraySelf) -> _ArraySelf: ...
+    def __pos__(self: _ArraySelf) -> _ArraySelf: ...
+    def __abs__(self: _ArraySelf) -> _ArraySelf: ...
+    # Ensure that objects annotated as `number` support arithmetic operations
+    __add__: _NumberOp
+    __radd__: _NumberOp
+    __sub__: _NumberOp
+    __rsub__: _NumberOp
+    __mul__: _NumberOp
+    __rmul__: _NumberOp
+    __floordiv__: _NumberOp
+    __rfloordiv__: _NumberOp
+    __pow__: _NumberOp
+    __rpow__: _NumberOp
+    __truediv__: _NumberOp
+    __rtruediv__: _NumberOp
+    __lt__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co]
+    __le__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co]
+    __gt__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co]
+    __ge__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co]
+
+class bool_(generic):
+    def __init__(self, value: object = ..., /) -> None: ...
+    def item(
+        self, args: L[0] | tuple[()] | tuple[L[0]] = ..., /,
+    ) -> bool: ...
+    def tolist(self) -> bool: ...
+    @property
+    def real(self: _ArraySelf) -> _ArraySelf: ...
+    @property
+    def imag(self: _ArraySelf) -> _ArraySelf: ...
+    def __int__(self) -> int: ...
+    def __float__(self) -> float: ...
+    def __complex__(self) -> complex: ...
+    def __abs__(self: _ArraySelf) -> _ArraySelf: ...
+    __add__: _BoolOp[bool_]
+    __radd__: _BoolOp[bool_]
+    __sub__: _BoolSub
+    __rsub__: _BoolSub
+    __mul__: _BoolOp[bool_]
+    __rmul__: _BoolOp[bool_]
+    __floordiv__: _BoolOp[int8]
+    __rfloordiv__: _BoolOp[int8]
+    __pow__: _BoolOp[int8]
+    __rpow__: _BoolOp[int8]
+    __truediv__: _BoolTrueDiv
+    __rtruediv__: _BoolTrueDiv
+    def __invert__(self) -> bool_: ...
+    __lshift__: _BoolBitOp[int8]
+    __rlshift__: _BoolBitOp[int8]
+    __rshift__: _BoolBitOp[int8]
+    __rrshift__: _BoolBitOp[int8]
+    __and__: _BoolBitOp[bool_]
+    __rand__: _BoolBitOp[bool_]
+    __xor__: _BoolBitOp[bool_]
+    __rxor__: _BoolBitOp[bool_]
+    __or__: _BoolBitOp[bool_]
+    __ror__: _BoolBitOp[bool_]
+    __mod__: _BoolMod
+    __rmod__: _BoolMod
+    __divmod__: _BoolDivMod
+    __rdivmod__: _BoolDivMod
+    __lt__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co]
+    __le__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co]
+    __gt__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co]
+    __ge__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co]
+
+bool8 = bool_
+
+class object_(generic):
+    def __init__(self, value: object = ..., /) -> None: ...
+    @property
+    def real(self: _ArraySelf) -> _ArraySelf: ...
+    @property
+    def imag(self: _ArraySelf) -> _ArraySelf: ...
+    # The 3 protocols below may or may not raise,
+    # depending on the underlying object
+    def __int__(self) -> int: ...
+    def __float__(self) -> float: ...
+    def __complex__(self) -> complex: ...
+
+object0 = object_
+
+# The `datetime64` constructors requires an object with the three attributes below,
+# and thus supports datetime duck typing
+class _DatetimeScalar(Protocol):
+    @property
+    def day(self) -> int: ...
+    @property
+    def month(self) -> int: ...
+    @property
+    def year(self) -> int: ...
+
+# TODO: `item`/`tolist` returns either `dt.date`, `dt.datetime` or `int`
+# depending on the unit
+class datetime64(generic):
+    @overload
+    def __init__(
+        self,
+        value: None | datetime64 | _CharLike_co | _DatetimeScalar = ...,
+        format: _CharLike_co | tuple[_CharLike_co, _IntLike_co] = ...,
+        /,
+    ) -> None: ...
+    @overload
+    def __init__(
+        self,
+        value: int,
+        format: _CharLike_co | tuple[_CharLike_co, _IntLike_co],
+        /,
+    ) -> None: ...
+    def __add__(self, other: _TD64Like_co) -> datetime64: ...
+    def __radd__(self, other: _TD64Like_co) -> datetime64: ...
+    @overload
+    def __sub__(self, other: datetime64) -> timedelta64: ...
+    @overload
+    def __sub__(self, other: _TD64Like_co) -> datetime64: ...
+    def __rsub__(self, other: datetime64) -> timedelta64: ...
+    __lt__: _ComparisonOp[datetime64, _ArrayLikeDT64_co]
+    __le__: _ComparisonOp[datetime64, _ArrayLikeDT64_co]
+    __gt__: _ComparisonOp[datetime64, _ArrayLikeDT64_co]
+    __ge__: _ComparisonOp[datetime64, _ArrayLikeDT64_co]
+
+_IntValue = Union[SupportsInt, _CharLike_co, SupportsIndex]
+_FloatValue = Union[None, _CharLike_co, SupportsFloat, SupportsIndex]
+_ComplexValue = Union[
+    None,
+    _CharLike_co,
+    SupportsFloat,
+    SupportsComplex,
+    SupportsIndex,
+    complex,  # `complex` is not a subtype of `SupportsComplex`
+]
+
+class integer(number[_NBit1]):  # type: ignore
+    @property
+    def numerator(self: _ScalarType) -> _ScalarType: ...
+    @property
+    def denominator(self) -> L[1]: ...
+    @overload
+    def __round__(self, ndigits: None = ...) -> int: ...
+    @overload
+    def __round__(self: _ScalarType, ndigits: SupportsIndex) -> _ScalarType: ...
+
+    # NOTE: `__index__` is technically defined in the bottom-most
+    # sub-classes (`int64`, `uint32`, etc)
+    def item(
+        self, args: L[0] | tuple[()] | tuple[L[0]] = ..., /,
+    ) -> int: ...
+    def tolist(self) -> int: ...
+    def is_integer(self) -> L[True]: ...
+    def bit_count(self: _ScalarType) -> int: ...
+    def __index__(self) -> int: ...
+    __truediv__: _IntTrueDiv[_NBit1]
+    __rtruediv__: _IntTrueDiv[_NBit1]
+    def __mod__(self, value: _IntLike_co) -> integer: ...
+    def __rmod__(self, value: _IntLike_co) -> integer: ...
+    def __invert__(self: _IntType) -> _IntType: ...
+    # Ensure that objects annotated as `integer` support bit-wise operations
+    def __lshift__(self, other: _IntLike_co) -> integer: ...
+    def __rlshift__(self, other: _IntLike_co) -> integer: ...
+    def __rshift__(self, other: _IntLike_co) -> integer: ...
+    def __rrshift__(self, other: _IntLike_co) -> integer: ...
+    def __and__(self, other: _IntLike_co) -> integer: ...
+    def __rand__(self, other: _IntLike_co) -> integer: ...
+    def __or__(self, other: _IntLike_co) -> integer: ...
+    def __ror__(self, other: _IntLike_co) -> integer: ...
+    def __xor__(self, other: _IntLike_co) -> integer: ...
+    def __rxor__(self, other: _IntLike_co) -> integer: ...
+
+class signedinteger(integer[_NBit1]):
+    def __init__(self, value: _IntValue = ..., /) -> None: ...
+    __add__: _SignedIntOp[_NBit1]
+    __radd__: _SignedIntOp[_NBit1]
+    __sub__: _SignedIntOp[_NBit1]
+    __rsub__: _SignedIntOp[_NBit1]
+    __mul__: _SignedIntOp[_NBit1]
+    __rmul__: _SignedIntOp[_NBit1]
+    __floordiv__: _SignedIntOp[_NBit1]
+    __rfloordiv__: _SignedIntOp[_NBit1]
+    __pow__: _SignedIntOp[_NBit1]
+    __rpow__: _SignedIntOp[_NBit1]
+    __lshift__: _SignedIntBitOp[_NBit1]
+    __rlshift__: _SignedIntBitOp[_NBit1]
+    __rshift__: _SignedIntBitOp[_NBit1]
+    __rrshift__: _SignedIntBitOp[_NBit1]
+    __and__: _SignedIntBitOp[_NBit1]
+    __rand__: _SignedIntBitOp[_NBit1]
+    __xor__: _SignedIntBitOp[_NBit1]
+    __rxor__: _SignedIntBitOp[_NBit1]
+    __or__: _SignedIntBitOp[_NBit1]
+    __ror__: _SignedIntBitOp[_NBit1]
+    __mod__: _SignedIntMod[_NBit1]
+    __rmod__: _SignedIntMod[_NBit1]
+    __divmod__: _SignedIntDivMod[_NBit1]
+    __rdivmod__: _SignedIntDivMod[_NBit1]
+
+int8 = signedinteger[_8Bit]
+int16 = signedinteger[_16Bit]
+int32 = signedinteger[_32Bit]
+int64 = signedinteger[_64Bit]
+
+byte = signedinteger[_NBitByte]
+short = signedinteger[_NBitShort]
+intc = signedinteger[_NBitIntC]
+intp = signedinteger[_NBitIntP]
+int0 = signedinteger[_NBitIntP]
+int_ = signedinteger[_NBitInt]
+longlong = signedinteger[_NBitLongLong]
+
+# TODO: `item`/`tolist` returns either `dt.timedelta` or `int`
+# depending on the unit
+class timedelta64(generic):
+    def __init__(
+        self,
+        value: None | int | _CharLike_co | dt.timedelta | timedelta64 = ...,
+        format: _CharLike_co | tuple[_CharLike_co, _IntLike_co] = ...,
+        /,
+    ) -> None: ...
+    @property
+    def numerator(self: _ScalarType) -> _ScalarType: ...
+    @property
+    def denominator(self) -> L[1]: ...
+
+    # NOTE: Only a limited number of units support conversion
+    # to builtin scalar types: `Y`, `M`, `ns`, `ps`, `fs`, `as`
+    def __int__(self) -> int: ...
+    def __float__(self) -> float: ...
+    def __complex__(self) -> complex: ...
+    def __neg__(self: _ArraySelf) -> _ArraySelf: ...
+    def __pos__(self: _ArraySelf) -> _ArraySelf: ...
+    def __abs__(self: _ArraySelf) -> _ArraySelf: ...
+    def __add__(self, other: _TD64Like_co) -> timedelta64: ...
+    def __radd__(self, other: _TD64Like_co) -> timedelta64: ...
+    def __sub__(self, other: _TD64Like_co) -> timedelta64: ...
+    def __rsub__(self, other: _TD64Like_co) -> timedelta64: ...
+    def __mul__(self, other: _FloatLike_co) -> timedelta64: ...
+    def __rmul__(self, other: _FloatLike_co) -> timedelta64: ...
+    __truediv__: _TD64Div[float64]
+    __floordiv__: _TD64Div[int64]
+    def __rtruediv__(self, other: timedelta64) -> float64: ...
+    def __rfloordiv__(self, other: timedelta64) -> int64: ...
+    def __mod__(self, other: timedelta64) -> timedelta64: ...
+    def __rmod__(self, other: timedelta64) -> timedelta64: ...
+    def __divmod__(self, other: timedelta64) -> tuple[int64, timedelta64]: ...
+    def __rdivmod__(self, other: timedelta64) -> tuple[int64, timedelta64]: ...
+    __lt__: _ComparisonOp[_TD64Like_co, _ArrayLikeTD64_co]
+    __le__: _ComparisonOp[_TD64Like_co, _ArrayLikeTD64_co]
+    __gt__: _ComparisonOp[_TD64Like_co, _ArrayLikeTD64_co]
+    __ge__: _ComparisonOp[_TD64Like_co, _ArrayLikeTD64_co]
+
+class unsignedinteger(integer[_NBit1]):
+    # NOTE: `uint64 + signedinteger -> float64`
+    def __init__(self, value: _IntValue = ..., /) -> None: ...
+    __add__: _UnsignedIntOp[_NBit1]
+    __radd__: _UnsignedIntOp[_NBit1]
+    __sub__: _UnsignedIntOp[_NBit1]
+    __rsub__: _UnsignedIntOp[_NBit1]
+    __mul__: _UnsignedIntOp[_NBit1]
+    __rmul__: _UnsignedIntOp[_NBit1]
+    __floordiv__: _UnsignedIntOp[_NBit1]
+    __rfloordiv__: _UnsignedIntOp[_NBit1]
+    __pow__: _UnsignedIntOp[_NBit1]
+    __rpow__: _UnsignedIntOp[_NBit1]
+    __lshift__: _UnsignedIntBitOp[_NBit1]
+    __rlshift__: _UnsignedIntBitOp[_NBit1]
+    __rshift__: _UnsignedIntBitOp[_NBit1]
+    __rrshift__: _UnsignedIntBitOp[_NBit1]
+    __and__: _UnsignedIntBitOp[_NBit1]
+    __rand__: _UnsignedIntBitOp[_NBit1]
+    __xor__: _UnsignedIntBitOp[_NBit1]
+    __rxor__: _UnsignedIntBitOp[_NBit1]
+    __or__: _UnsignedIntBitOp[_NBit1]
+    __ror__: _UnsignedIntBitOp[_NBit1]
+    __mod__: _UnsignedIntMod[_NBit1]
+    __rmod__: _UnsignedIntMod[_NBit1]
+    __divmod__: _UnsignedIntDivMod[_NBit1]
+    __rdivmod__: _UnsignedIntDivMod[_NBit1]
+
+uint8 = unsignedinteger[_8Bit]
+uint16 = unsignedinteger[_16Bit]
+uint32 = unsignedinteger[_32Bit]
+uint64 = unsignedinteger[_64Bit]
+
+ubyte = unsignedinteger[_NBitByte]
+ushort = unsignedinteger[_NBitShort]
+uintc = unsignedinteger[_NBitIntC]
+uintp = unsignedinteger[_NBitIntP]
+uint0 = unsignedinteger[_NBitIntP]
+uint = unsignedinteger[_NBitInt]
+ulonglong = unsignedinteger[_NBitLongLong]
+
+class inexact(number[_NBit1]):  # type: ignore
+    def __getnewargs__(self: inexact[_64Bit]) -> tuple[float, ...]: ...
+
+_IntType = TypeVar("_IntType", bound=integer)
+_FloatType = TypeVar('_FloatType', bound=floating)
+
+class floating(inexact[_NBit1]):
+    def __init__(self, value: _FloatValue = ..., /) -> None: ...
+    def item(
+        self, args: L[0] | tuple[()] | tuple[L[0]] = ...,
+        /,
+    ) -> float: ...
+    def tolist(self) -> float: ...
+    def is_integer(self) -> bool: ...
+    def hex(self: float64) -> str: ...
+    @classmethod
+    def fromhex(cls: type[float64], string: str, /) -> float64: ...
+    def as_integer_ratio(self) -> tuple[int, int]: ...
+    if sys.version_info >= (3, 9):
+        def __ceil__(self: float64) -> int: ...
+        def __floor__(self: float64) -> int: ...
+    def __trunc__(self: float64) -> int: ...
+    def __getnewargs__(self: float64) -> tuple[float]: ...
+    def __getformat__(self: float64, typestr: L["double", "float"], /) -> str: ...
+    @overload
+    def __round__(self, ndigits: None = ...) -> int: ...
+    @overload
+    def __round__(self: _ScalarType, ndigits: SupportsIndex) -> _ScalarType: ...
+    __add__: _FloatOp[_NBit1]
+    __radd__: _FloatOp[_NBit1]
+    __sub__: _FloatOp[_NBit1]
+    __rsub__: _FloatOp[_NBit1]
+    __mul__: _FloatOp[_NBit1]
+    __rmul__: _FloatOp[_NBit1]
+    __truediv__: _FloatOp[_NBit1]
+    __rtruediv__: _FloatOp[_NBit1]
+    __floordiv__: _FloatOp[_NBit1]
+    __rfloordiv__: _FloatOp[_NBit1]
+    __pow__: _FloatOp[_NBit1]
+    __rpow__: _FloatOp[_NBit1]
+    __mod__: _FloatMod[_NBit1]
+    __rmod__: _FloatMod[_NBit1]
+    __divmod__: _FloatDivMod[_NBit1]
+    __rdivmod__: _FloatDivMod[_NBit1]
+
+float16 = floating[_16Bit]
+float32 = floating[_32Bit]
+float64 = floating[_64Bit]
+
+half = floating[_NBitHalf]
+single = floating[_NBitSingle]
+double = floating[_NBitDouble]
+float_ = floating[_NBitDouble]
+longdouble = floating[_NBitLongDouble]
+longfloat = floating[_NBitLongDouble]
+
+# The main reason for `complexfloating` having two typevars is cosmetic.
+# It is used to clarify why `complex128`s precision is `_64Bit`, the latter
+# describing the two 64 bit floats representing its real and imaginary component
+
+class complexfloating(inexact[_NBit1], Generic[_NBit1, _NBit2]):
+    def __init__(self, value: _ComplexValue = ..., /) -> None: ...
+    def item(
+        self, args: L[0] | tuple[()] | tuple[L[0]] = ..., /,
+    ) -> complex: ...
+    def tolist(self) -> complex: ...
+    @property
+    def real(self) -> floating[_NBit1]: ...  # type: ignore[override]
+    @property
+    def imag(self) -> floating[_NBit2]: ...  # type: ignore[override]
+    def __abs__(self) -> floating[_NBit1]: ...  # type: ignore[override]
+    def __getnewargs__(self: complex128) -> tuple[float, float]: ...
+    # NOTE: Deprecated
+    # def __round__(self, ndigits=...): ...
+    __add__: _ComplexOp[_NBit1]
+    __radd__: _ComplexOp[_NBit1]
+    __sub__: _ComplexOp[_NBit1]
+    __rsub__: _ComplexOp[_NBit1]
+    __mul__: _ComplexOp[_NBit1]
+    __rmul__: _ComplexOp[_NBit1]
+    __truediv__: _ComplexOp[_NBit1]
+    __rtruediv__: _ComplexOp[_NBit1]
+    __pow__: _ComplexOp[_NBit1]
+    __rpow__: _ComplexOp[_NBit1]
+
+complex64 = complexfloating[_32Bit, _32Bit]
+complex128 = complexfloating[_64Bit, _64Bit]
+
+csingle = complexfloating[_NBitSingle, _NBitSingle]
+singlecomplex = complexfloating[_NBitSingle, _NBitSingle]
+cdouble = complexfloating[_NBitDouble, _NBitDouble]
+complex_ = complexfloating[_NBitDouble, _NBitDouble]
+cfloat = complexfloating[_NBitDouble, _NBitDouble]
+clongdouble = complexfloating[_NBitLongDouble, _NBitLongDouble]
+clongfloat = complexfloating[_NBitLongDouble, _NBitLongDouble]
+longcomplex = complexfloating[_NBitLongDouble, _NBitLongDouble]
+
+class flexible(generic): ...  # type: ignore
+
+# TODO: `item`/`tolist` returns either `bytes` or `tuple`
+# depending on whether or not it's used as an opaque bytes sequence
+# or a structure
+class void(flexible):
+    def __init__(self, value: _IntLike_co | bytes, /) -> None: ...
+    @property
+    def real(self: _ArraySelf) -> _ArraySelf: ...
+    @property
+    def imag(self: _ArraySelf) -> _ArraySelf: ...
+    def setfield(
+        self, val: ArrayLike, dtype: DTypeLike, offset: int = ...
+    ) -> None: ...
+    @overload
+    def __getitem__(self, key: str | SupportsIndex) -> Any: ...
+    @overload
+    def __getitem__(self, key: list[str]) -> void: ...
+    def __setitem__(
+        self,
+        key: str | list[str] | SupportsIndex,
+        value: ArrayLike,
+    ) -> None: ...
+
+void0 = void
+
+class character(flexible):  # type: ignore
+    def __int__(self) -> int: ...
+    def __float__(self) -> float: ...
+
+# NOTE: Most `np.bytes_` / `np.str_` methods return their
+# builtin `bytes` / `str` counterpart
+
+class bytes_(character, bytes):
+    @overload
+    def __init__(self, value: object = ..., /) -> None: ...
+    @overload
+    def __init__(
+        self, value: str, /, encoding: str = ..., errors: str = ...
+    ) -> None: ...
+    def item(
+        self, args: L[0] | tuple[()] | tuple[L[0]] = ..., /,
+    ) -> bytes: ...
+    def tolist(self) -> bytes: ...
+
+string_ = bytes_
+bytes0 = bytes_
+
+class str_(character, str):
+    @overload
+    def __init__(self, value: object = ..., /) -> None: ...
+    @overload
+    def __init__(
+        self, value: bytes, /, encoding: str = ..., errors: str = ...
+    ) -> None: ...
+    def item(
+        self, args: L[0] | tuple[()] | tuple[L[0]] = ..., /,
+    ) -> str: ...
+    def tolist(self) -> str: ...
+
+unicode_ = str_
+str0 = str_
+
+#
+# Constants
+#
+
+Inf: Final[float]
+Infinity: Final[float]
+NAN: Final[float]
+NINF: Final[float]
+NZERO: Final[float]
+NaN: Final[float]
+PINF: Final[float]
+PZERO: Final[float]
+e: Final[float]
+euler_gamma: Final[float]
+inf: Final[float]
+infty: Final[float]
+nan: Final[float]
+pi: Final[float]
+
+CLIP: L[0]
+WRAP: L[1]
+RAISE: L[2]
+
+ERR_IGNORE: L[0]
+ERR_WARN: L[1]
+ERR_RAISE: L[2]
+ERR_CALL: L[3]
+ERR_PRINT: L[4]
+ERR_LOG: L[5]
+ERR_DEFAULT: L[521]
+
+SHIFT_DIVIDEBYZERO: L[0]
+SHIFT_OVERFLOW: L[3]
+SHIFT_UNDERFLOW: L[6]
+SHIFT_INVALID: L[9]
+
+FPE_DIVIDEBYZERO: L[1]
+FPE_OVERFLOW: L[2]
+FPE_UNDERFLOW: L[4]
+FPE_INVALID: L[8]
+
+FLOATING_POINT_SUPPORT: L[1]
+UFUNC_BUFSIZE_DEFAULT = BUFSIZE
+
+little_endian: Final[bool]
+True_: Final[bool_]
+False_: Final[bool_]
+
+UFUNC_PYVALS_NAME: L["UFUNC_PYVALS"]
+
+newaxis: None
+
+# See `numpy._typing._ufunc` for more concrete nin-/nout-specific stubs
+@final
+class ufunc:
+    @property
+    def __name__(self) -> str: ...
+    @property
+    def __doc__(self) -> str: ...
+    __call__: Callable[..., Any]
+    @property
+    def nin(self) -> int: ...
+    @property
+    def nout(self) -> int: ...
+    @property
+    def nargs(self) -> int: ...
+    @property
+    def ntypes(self) -> int: ...
+    @property
+    def types(self) -> list[str]: ...
+    # Broad return type because it has to encompass things like
+    #
+    # >>> np.logical_and.identity is True
+    # True
+    # >>> np.add.identity is 0
+    # True
+    # >>> np.sin.identity is None
+    # True
+    #
+    # and any user-defined ufuncs.
+    @property
+    def identity(self) -> Any: ...
+    # This is None for ufuncs and a string for gufuncs.
+    @property
+    def signature(self) -> None | str: ...
+    # The next four methods will always exist, but they will just
+    # raise a ValueError ufuncs with that don't accept two input
+    # arguments and return one output argument. Because of that we
+    # can't type them very precisely.
+    reduce: Any
+    accumulate: Any
+    reduce: Any
+    outer: Any
+    # Similarly at won't be defined for ufuncs that return multiple
+    # outputs, so we can't type it very precisely.
+    at: Any
+
+# Parameters: `__name__`, `ntypes` and `identity`
+absolute: _UFunc_Nin1_Nout1[L['absolute'], L[20], None]
+add: _UFunc_Nin2_Nout1[L['add'], L[22], L[0]]
+arccos: _UFunc_Nin1_Nout1[L['arccos'], L[8], None]
+arccosh: _UFunc_Nin1_Nout1[L['arccosh'], L[8], None]
+arcsin: _UFunc_Nin1_Nout1[L['arcsin'], L[8], None]
+arcsinh: _UFunc_Nin1_Nout1[L['arcsinh'], L[8], None]
+arctan2: _UFunc_Nin2_Nout1[L['arctan2'], L[5], None]
+arctan: _UFunc_Nin1_Nout1[L['arctan'], L[8], None]
+arctanh: _UFunc_Nin1_Nout1[L['arctanh'], L[8], None]
+bitwise_and: _UFunc_Nin2_Nout1[L['bitwise_and'], L[12], L[-1]]
+bitwise_not: _UFunc_Nin1_Nout1[L['invert'], L[12], None]
+bitwise_or: _UFunc_Nin2_Nout1[L['bitwise_or'], L[12], L[0]]
+bitwise_xor: _UFunc_Nin2_Nout1[L['bitwise_xor'], L[12], L[0]]
+cbrt: _UFunc_Nin1_Nout1[L['cbrt'], L[5], None]
+ceil: _UFunc_Nin1_Nout1[L['ceil'], L[7], None]
+conj: _UFunc_Nin1_Nout1[L['conjugate'], L[18], None]
+conjugate: _UFunc_Nin1_Nout1[L['conjugate'], L[18], None]
+copysign: _UFunc_Nin2_Nout1[L['copysign'], L[4], None]
+cos: _UFunc_Nin1_Nout1[L['cos'], L[9], None]
+cosh: _UFunc_Nin1_Nout1[L['cosh'], L[8], None]
+deg2rad: _UFunc_Nin1_Nout1[L['deg2rad'], L[5], None]
+degrees: _UFunc_Nin1_Nout1[L['degrees'], L[5], None]
+divide: _UFunc_Nin2_Nout1[L['true_divide'], L[11], None]
+divmod: _UFunc_Nin2_Nout2[L['divmod'], L[15], None]
+equal: _UFunc_Nin2_Nout1[L['equal'], L[23], None]
+exp2: _UFunc_Nin1_Nout1[L['exp2'], L[8], None]
+exp: _UFunc_Nin1_Nout1[L['exp'], L[10], None]
+expm1: _UFunc_Nin1_Nout1[L['expm1'], L[8], None]
+fabs: _UFunc_Nin1_Nout1[L['fabs'], L[5], None]
+float_power: _UFunc_Nin2_Nout1[L['float_power'], L[4], None]
+floor: _UFunc_Nin1_Nout1[L['floor'], L[7], None]
+floor_divide: _UFunc_Nin2_Nout1[L['floor_divide'], L[21], None]
+fmax: _UFunc_Nin2_Nout1[L['fmax'], L[21], None]
+fmin: _UFunc_Nin2_Nout1[L['fmin'], L[21], None]
+fmod: _UFunc_Nin2_Nout1[L['fmod'], L[15], None]
+frexp: _UFunc_Nin1_Nout2[L['frexp'], L[4], None]
+gcd: _UFunc_Nin2_Nout1[L['gcd'], L[11], L[0]]
+greater: _UFunc_Nin2_Nout1[L['greater'], L[23], None]
+greater_equal: _UFunc_Nin2_Nout1[L['greater_equal'], L[23], None]
+heaviside: _UFunc_Nin2_Nout1[L['heaviside'], L[4], None]
+hypot: _UFunc_Nin2_Nout1[L['hypot'], L[5], L[0]]
+invert: _UFunc_Nin1_Nout1[L['invert'], L[12], None]
+isfinite: _UFunc_Nin1_Nout1[L['isfinite'], L[20], None]
+isinf: _UFunc_Nin1_Nout1[L['isinf'], L[20], None]
+isnan: _UFunc_Nin1_Nout1[L['isnan'], L[20], None]
+isnat: _UFunc_Nin1_Nout1[L['isnat'], L[2], None]
+lcm: _UFunc_Nin2_Nout1[L['lcm'], L[11], None]
+ldexp: _UFunc_Nin2_Nout1[L['ldexp'], L[8], None]
+left_shift: _UFunc_Nin2_Nout1[L['left_shift'], L[11], None]
+less: _UFunc_Nin2_Nout1[L['less'], L[23], None]
+less_equal: _UFunc_Nin2_Nout1[L['less_equal'], L[23], None]
+log10: _UFunc_Nin1_Nout1[L['log10'], L[8], None]
+log1p: _UFunc_Nin1_Nout1[L['log1p'], L[8], None]
+log2: _UFunc_Nin1_Nout1[L['log2'], L[8], None]
+log: _UFunc_Nin1_Nout1[L['log'], L[10], None]
+logaddexp2: _UFunc_Nin2_Nout1[L['logaddexp2'], L[4], float]
+logaddexp: _UFunc_Nin2_Nout1[L['logaddexp'], L[4], float]
+logical_and: _UFunc_Nin2_Nout1[L['logical_and'], L[20], L[True]]
+logical_not: _UFunc_Nin1_Nout1[L['logical_not'], L[20], None]
+logical_or: _UFunc_Nin2_Nout1[L['logical_or'], L[20], L[False]]
+logical_xor: _UFunc_Nin2_Nout1[L['logical_xor'], L[19], L[False]]
+matmul: _GUFunc_Nin2_Nout1[L['matmul'], L[19], None]
+maximum: _UFunc_Nin2_Nout1[L['maximum'], L[21], None]
+minimum: _UFunc_Nin2_Nout1[L['minimum'], L[21], None]
+mod: _UFunc_Nin2_Nout1[L['remainder'], L[16], None]
+modf: _UFunc_Nin1_Nout2[L['modf'], L[4], None]
+multiply: _UFunc_Nin2_Nout1[L['multiply'], L[23], L[1]]
+negative: _UFunc_Nin1_Nout1[L['negative'], L[19], None]
+nextafter: _UFunc_Nin2_Nout1[L['nextafter'], L[4], None]
+not_equal: _UFunc_Nin2_Nout1[L['not_equal'], L[23], None]
+positive: _UFunc_Nin1_Nout1[L['positive'], L[19], None]
+power: _UFunc_Nin2_Nout1[L['power'], L[18], None]
+rad2deg: _UFunc_Nin1_Nout1[L['rad2deg'], L[5], None]
+radians: _UFunc_Nin1_Nout1[L['radians'], L[5], None]
+reciprocal: _UFunc_Nin1_Nout1[L['reciprocal'], L[18], None]
+remainder: _UFunc_Nin2_Nout1[L['remainder'], L[16], None]
+right_shift: _UFunc_Nin2_Nout1[L['right_shift'], L[11], None]
+rint: _UFunc_Nin1_Nout1[L['rint'], L[10], None]
+sign: _UFunc_Nin1_Nout1[L['sign'], L[19], None]
+signbit: _UFunc_Nin1_Nout1[L['signbit'], L[4], None]
+sin: _UFunc_Nin1_Nout1[L['sin'], L[9], None]
+sinh: _UFunc_Nin1_Nout1[L['sinh'], L[8], None]
+spacing: _UFunc_Nin1_Nout1[L['spacing'], L[4], None]
+sqrt: _UFunc_Nin1_Nout1[L['sqrt'], L[10], None]
+square: _UFunc_Nin1_Nout1[L['square'], L[18], None]
+subtract: _UFunc_Nin2_Nout1[L['subtract'], L[21], None]
+tan: _UFunc_Nin1_Nout1[L['tan'], L[8], None]
+tanh: _UFunc_Nin1_Nout1[L['tanh'], L[8], None]
+true_divide: _UFunc_Nin2_Nout1[L['true_divide'], L[11], None]
+trunc: _UFunc_Nin1_Nout1[L['trunc'], L[7], None]
+
+abs = absolute
+
+class _CopyMode(enum.Enum):
+    ALWAYS: L[True]
+    IF_NEEDED: L[False]
+    NEVER: L[2]
+
+# Warnings
+class ModuleDeprecationWarning(DeprecationWarning): ...
+class VisibleDeprecationWarning(UserWarning): ...
+class ComplexWarning(RuntimeWarning): ...
+class RankWarning(UserWarning): ...
+
+# Errors
+class TooHardError(RuntimeError): ...
+
+class AxisError(ValueError, IndexError):
+    axis: None | int
+    ndim: None | int
+    @overload
+    def __init__(self, axis: str, ndim: None = ..., msg_prefix: None = ...) -> None: ...
+    @overload
+    def __init__(self, axis: int, ndim: int, msg_prefix: None | str = ...) -> None: ...
+
+_CallType = TypeVar("_CallType", bound=_ErrFunc | _SupportsWrite[str])
+
+class errstate(Generic[_CallType], ContextDecorator):
+    call: _CallType
+    kwargs: _ErrDictOptional
+
+    # Expand `**kwargs` into explicit keyword-only arguments
+    def __init__(
+        self,
+        *,
+        call: _CallType = ...,
+        all: None | _ErrKind = ...,
+        divide: None | _ErrKind = ...,
+        over: None | _ErrKind = ...,
+        under: None | _ErrKind = ...,
+        invalid: None | _ErrKind = ...,
+    ) -> None: ...
+    def __enter__(self) -> None: ...
+    def __exit__(
+        self,
+        exc_type: None | type[BaseException],
+        exc_value: None | BaseException,
+        traceback: None | TracebackType,
+        /,
+    ) -> None: ...
+
+class ndenumerate(Generic[_ScalarType]):
+    iter: flatiter[NDArray[_ScalarType]]
+    @overload
+    def __new__(
+        cls, arr: _FiniteNestedSequence[_SupportsArray[dtype[_ScalarType]]],
+    ) -> ndenumerate[_ScalarType]: ...
+    @overload
+    def __new__(cls, arr: str | _NestedSequence[str]) -> ndenumerate[str_]: ...
+    @overload
+    def __new__(cls, arr: bytes | _NestedSequence[bytes]) -> ndenumerate[bytes_]: ...
+    @overload
+    def __new__(cls, arr: bool | _NestedSequence[bool]) -> ndenumerate[bool_]: ...
+    @overload
+    def __new__(cls, arr: int | _NestedSequence[int]) -> ndenumerate[int_]: ...
+    @overload
+    def __new__(cls, arr: float | _NestedSequence[float]) -> ndenumerate[float_]: ...
+    @overload
+    def __new__(cls, arr: complex | _NestedSequence[complex]) -> ndenumerate[complex_]: ...
+    def __next__(self: ndenumerate[_ScalarType]) -> tuple[_Shape, _ScalarType]: ...
+    def __iter__(self: _T) -> _T: ...
+
+class ndindex:
+    @overload
+    def __init__(self, shape: tuple[SupportsIndex, ...], /) -> None: ...
+    @overload
+    def __init__(self, *shape: SupportsIndex) -> None: ...
+    def __iter__(self: _T) -> _T: ...
+    def __next__(self) -> _Shape: ...
+
+class DataSource:
+    def __init__(
+        self,
+        destpath: None | str | os.PathLike[str] = ...,
+    ) -> None: ...
+    def __del__(self) -> None: ...
+    def abspath(self, path: str) -> str: ...
+    def exists(self, path: str) -> bool: ...
+
+    # Whether the file-object is opened in string or bytes mode (by default)
+    # depends on the file-extension of `path`
+    def open(
+        self,
+        path: str,
+        mode: str = ...,
+        encoding: None | str = ...,
+        newline: None | str = ...,
+    ) -> IO[Any]: ...
+
+# TODO: The type of each `__next__` and `iters` return-type depends
+# on the length and dtype of `args`; we can't describe this behavior yet
+# as we lack variadics (PEP 646).
+@final
+class broadcast:
+    def __new__(cls, *args: ArrayLike) -> broadcast: ...
+    @property
+    def index(self) -> int: ...
+    @property
+    def iters(self) -> tuple[flatiter[Any], ...]: ...
+    @property
+    def nd(self) -> int: ...
+    @property
+    def ndim(self) -> int: ...
+    @property
+    def numiter(self) -> int: ...
+    @property
+    def shape(self) -> _Shape: ...
+    @property
+    def size(self) -> int: ...
+    def __next__(self) -> tuple[Any, ...]: ...
+    def __iter__(self: _T) -> _T: ...
+    def reset(self) -> None: ...
+
+@final
+class busdaycalendar:
+    def __new__(
+        cls,
+        weekmask: ArrayLike = ...,
+        holidays: ArrayLike | dt.date | _NestedSequence[dt.date] = ...,
+    ) -> busdaycalendar: ...
+    @property
+    def weekmask(self) -> NDArray[bool_]: ...
+    @property
+    def holidays(self) -> NDArray[datetime64]: ...
+
+class finfo(Generic[_FloatType]):
+    dtype: dtype[_FloatType]
+    bits: int
+    eps: _FloatType
+    epsneg: _FloatType
+    iexp: int
+    machep: int
+    max: _FloatType
+    maxexp: int
+    min: _FloatType
+    minexp: int
+    negep: int
+    nexp: int
+    nmant: int
+    precision: int
+    resolution: _FloatType
+    smallest_subnormal: _FloatType
+    @property
+    def smallest_normal(self) -> _FloatType: ...
+    @property
+    def tiny(self) -> _FloatType: ...
+    @overload
+    def __new__(
+        cls, dtype: inexact[_NBit1] | _DTypeLike[inexact[_NBit1]]
+    ) -> finfo[floating[_NBit1]]: ...
+    @overload
+    def __new__(
+        cls, dtype: complex | float | type[complex] | type[float]
+    ) -> finfo[float_]: ...
+    @overload
+    def __new__(
+        cls, dtype: str
+    ) -> finfo[floating[Any]]: ...
+
+class iinfo(Generic[_IntType]):
+    dtype: dtype[_IntType]
+    kind: str
+    bits: int
+    key: str
+    @property
+    def min(self) -> int: ...
+    @property
+    def max(self) -> int: ...
+
+    @overload
+    def __new__(cls, dtype: _IntType | _DTypeLike[_IntType]) -> iinfo[_IntType]: ...
+    @overload
+    def __new__(cls, dtype: int | type[int]) -> iinfo[int_]: ...
+    @overload
+    def __new__(cls, dtype: str) -> iinfo[Any]: ...
+
+class format_parser:
+    dtype: dtype[void]
+    def __init__(
+        self,
+        formats: DTypeLike,
+        names: None | str | Sequence[str],
+        titles: None | str | Sequence[str],
+        aligned: bool = ...,
+        byteorder: None | _ByteOrder = ...,
+    ) -> None: ...
+
+class recarray(ndarray[_ShapeType, _DType_co]):
+    # NOTE: While not strictly mandatory, we're demanding here that arguments
+    # for the `format_parser`- and `dtype`-based dtype constructors are
+    # mutually exclusive
+    @overload
+    def __new__(
+        subtype,
+        shape: _ShapeLike,
+        dtype: None = ...,
+        buf: None | _SupportsBuffer = ...,
+        offset: SupportsIndex = ...,
+        strides: None | _ShapeLike = ...,
+        *,
+        formats: DTypeLike,
+        names: None | str | Sequence[str] = ...,
+        titles: None | str | Sequence[str] = ...,
+        byteorder: None | _ByteOrder = ...,
+        aligned: bool = ...,
+        order: _OrderKACF = ...,
+    ) -> recarray[Any, dtype[record]]: ...
+    @overload
+    def __new__(
+        subtype,
+        shape: _ShapeLike,
+        dtype: DTypeLike,
+        buf: None | _SupportsBuffer = ...,
+        offset: SupportsIndex = ...,
+        strides: None | _ShapeLike = ...,
+        formats: None = ...,
+        names: None = ...,
+        titles: None = ...,
+        byteorder: None = ...,
+        aligned: L[False] = ...,
+        order: _OrderKACF = ...,
+    ) -> recarray[Any, dtype[Any]]: ...
+    def __array_finalize__(self, obj: object) -> None: ...
+    def __getattribute__(self, attr: str) -> Any: ...
+    def __setattr__(self, attr: str, val: ArrayLike) -> None: ...
+    @overload
+    def __getitem__(self, indx: (
+        SupportsIndex
+        | _ArrayLikeInt_co
+        | tuple[SupportsIndex | _ArrayLikeInt_co, ...]
+    )) -> Any: ...
+    @overload
+    def __getitem__(self: recarray[Any, dtype[void]], indx: (
+        None
+        | slice
+        | ellipsis
+        | SupportsIndex
+        | _ArrayLikeInt_co
+        | tuple[None | slice | ellipsis | _ArrayLikeInt_co | SupportsIndex, ...]
+    )) -> recarray[Any, _DType_co]: ...
+    @overload
+    def __getitem__(self, indx: (
+        None
+        | slice
+        | ellipsis
+        | SupportsIndex
+        | _ArrayLikeInt_co
+        | tuple[None | slice | ellipsis | _ArrayLikeInt_co | SupportsIndex, ...]
+    )) -> ndarray[Any, _DType_co]: ...
+    @overload
+    def __getitem__(self, indx: str) -> NDArray[Any]: ...
+    @overload
+    def __getitem__(self, indx: list[str]) -> recarray[_ShapeType, dtype[record]]: ...
+    @overload
+    def field(self, attr: int | str, val: None = ...) -> Any: ...
+    @overload
+    def field(self, attr: int | str, val: ArrayLike) -> None: ...
+
+class record(void):
+    def __getattribute__(self, attr: str) -> Any: ...
+    def __setattr__(self, attr: str, val: ArrayLike) -> None: ...
+    def pprint(self) -> str: ...
+    @overload
+    def __getitem__(self, key: str | SupportsIndex) -> Any: ...
+    @overload
+    def __getitem__(self, key: list[str]) -> record: ...
+
+_NDIterFlagsKind = L[
+    "buffered",
+    "c_index",
+    "copy_if_overlap",
+    "common_dtype",
+    "delay_bufalloc",
+    "external_loop",
+    "f_index",
+    "grow_inner", "growinner",
+    "multi_index",
+    "ranged",
+    "refs_ok",
+    "reduce_ok",
+    "zerosize_ok",
+]
+
+_NDIterOpFlagsKind = L[
+    "aligned",
+    "allocate",
+    "arraymask",
+    "copy",
+    "config",
+    "nbo",
+    "no_subtype",
+    "no_broadcast",
+    "overlap_assume_elementwise",
+    "readonly",
+    "readwrite",
+    "updateifcopy",
+    "virtual",
+    "writeonly",
+    "writemasked"
+]
+
+@final
+class nditer:
+    def __new__(
+        cls,
+        op: ArrayLike | Sequence[ArrayLike],
+        flags: None | Sequence[_NDIterFlagsKind] = ...,
+        op_flags: None | Sequence[Sequence[_NDIterOpFlagsKind]] = ...,
+        op_dtypes: DTypeLike | Sequence[DTypeLike] = ...,
+        order: _OrderKACF = ...,
+        casting: _CastingKind = ...,
+        op_axes: None | Sequence[Sequence[SupportsIndex]] = ...,
+        itershape: None | _ShapeLike = ...,
+        buffersize: SupportsIndex = ...,
+    ) -> nditer: ...
+    def __enter__(self) -> nditer: ...
+    def __exit__(
+        self,
+        exc_type: None | type[BaseException],
+        exc_value: None | BaseException,
+        traceback: None | TracebackType,
+    ) -> None: ...
+    def __iter__(self) -> nditer: ...
+    def __next__(self) -> tuple[NDArray[Any], ...]: ...
+    def __len__(self) -> int: ...
+    def __copy__(self) -> nditer: ...
+    @overload
+    def __getitem__(self, index: SupportsIndex) -> NDArray[Any]: ...
+    @overload
+    def __getitem__(self, index: slice) -> tuple[NDArray[Any], ...]: ...
+    def __setitem__(self, index: slice | SupportsIndex, value: ArrayLike) -> None: ...
+    def close(self) -> None: ...
+    def copy(self) -> nditer: ...
+    def debug_print(self) -> None: ...
+    def enable_external_loop(self) -> None: ...
+    def iternext(self) -> bool: ...
+    def remove_axis(self, i: SupportsIndex, /) -> None: ...
+    def remove_multi_index(self) -> None: ...
+    def reset(self) -> None: ...
+    @property
+    def dtypes(self) -> tuple[dtype[Any], ...]: ...
+    @property
+    def finished(self) -> bool: ...
+    @property
+    def has_delayed_bufalloc(self) -> bool: ...
+    @property
+    def has_index(self) -> bool: ...
+    @property
+    def has_multi_index(self) -> bool: ...
+    @property
+    def index(self) -> int: ...
+    @property
+    def iterationneedsapi(self) -> bool: ...
+    @property
+    def iterindex(self) -> int: ...
+    @property
+    def iterrange(self) -> tuple[int, ...]: ...
+    @property
+    def itersize(self) -> int: ...
+    @property
+    def itviews(self) -> tuple[NDArray[Any], ...]: ...
+    @property
+    def multi_index(self) -> tuple[int, ...]: ...
+    @property
+    def ndim(self) -> int: ...
+    @property
+    def nop(self) -> int: ...
+    @property
+    def operands(self) -> tuple[NDArray[Any], ...]: ...
+    @property
+    def shape(self) -> tuple[int, ...]: ...
+    @property
+    def value(self) -> tuple[NDArray[Any], ...]: ...
+
+_MemMapModeKind = L[
+    "readonly", "r",
+    "copyonwrite", "c",
+    "readwrite", "r+",
+    "write", "w+",
+]
+
+class memmap(ndarray[_ShapeType, _DType_co]):
+    __array_priority__: ClassVar[float]
+    filename: str | None
+    offset: int
+    mode: str
+    @overload
+    def __new__(
+        subtype,
+        filename: str | bytes | os.PathLike[str] | os.PathLike[bytes] | _MemMapIOProtocol,
+        dtype: type[uint8] = ...,
+        mode: _MemMapModeKind = ...,
+        offset: int = ...,
+        shape: None | int | tuple[int, ...] = ...,
+        order: _OrderKACF = ...,
+    ) -> memmap[Any, dtype[uint8]]: ...
+    @overload
+    def __new__(
+        subtype,
+        filename: str | bytes | os.PathLike[str] | os.PathLike[bytes] | _MemMapIOProtocol,
+        dtype: _DTypeLike[_ScalarType],
+        mode: _MemMapModeKind = ...,
+        offset: int = ...,
+        shape: None | int | tuple[int, ...] = ...,
+        order: _OrderKACF = ...,
+    ) -> memmap[Any, dtype[_ScalarType]]: ...
+    @overload
+    def __new__(
+        subtype,
+        filename: str | bytes | os.PathLike[str] | os.PathLike[bytes] | _MemMapIOProtocol,
+        dtype: DTypeLike,
+        mode: _MemMapModeKind = ...,
+        offset: int = ...,
+        shape: None | int | tuple[int, ...] = ...,
+        order: _OrderKACF = ...,
+    ) -> memmap[Any, dtype[Any]]: ...
+    def __array_finalize__(self, obj: object) -> None: ...
+    def __array_wrap__(
+        self,
+        array: memmap[_ShapeType, _DType_co],
+        context: None | tuple[ufunc, tuple[Any, ...], int] = ...,
+    ) -> Any: ...
+    def flush(self) -> None: ...
+
+# TODO: Add a mypy plugin for managing functions whose output type is dependant
+# on the literal value of some sort of signature (e.g. `einsum` and `vectorize`)
+class vectorize:
+    pyfunc: Callable[..., Any]
+    cache: bool
+    signature: None | str
+    otypes: None | str
+    excluded: set[int | str]
+    __doc__: None | str
+    def __init__(
+        self,
+        pyfunc: Callable[..., Any],
+        otypes: None | str | Iterable[DTypeLike] = ...,
+        doc: None | str = ...,
+        excluded: None | Iterable[int | str] = ...,
+        cache: bool = ...,
+        signature: None | str = ...,
+    ) -> None: ...
+    def __call__(self, *args: Any, **kwargs: Any) -> Any: ...
+
+class poly1d:
+    @property
+    def variable(self) -> str: ...
+    @property
+    def order(self) -> int: ...
+    @property
+    def o(self) -> int: ...
+    @property
+    def roots(self) -> NDArray[Any]: ...
+    @property
+    def r(self) -> NDArray[Any]: ...
+
+    @property
+    def coeffs(self) -> NDArray[Any]: ...
+    @coeffs.setter
+    def coeffs(self, value: NDArray[Any]) -> None: ...
+
+    @property
+    def c(self) -> NDArray[Any]: ...
+    @c.setter
+    def c(self, value: NDArray[Any]) -> None: ...
+
+    @property
+    def coef(self) -> NDArray[Any]: ...
+    @coef.setter
+    def coef(self, value: NDArray[Any]) -> None: ...
+
+    @property
+    def coefficients(self) -> NDArray[Any]: ...
+    @coefficients.setter
+    def coefficients(self, value: NDArray[Any]) -> None: ...
+
+    __hash__: None  # type: ignore
+
+    @overload
+    def __array__(self, t: None = ...) -> NDArray[Any]: ...
+    @overload
+    def __array__(self, t: _DType) -> ndarray[Any, _DType]: ...
+
+    @overload
+    def __call__(self, val: _ScalarLike_co) -> Any: ...
+    @overload
+    def __call__(self, val: poly1d) -> poly1d: ...
+    @overload
+    def __call__(self, val: ArrayLike) -> NDArray[Any]: ...
+
+    def __init__(
+        self,
+        c_or_r: ArrayLike,
+        r: bool = ...,
+        variable: None | str = ...,
+    ) -> None: ...
+    def __len__(self) -> int: ...
+    def __neg__(self) -> poly1d: ...
+    def __pos__(self) -> poly1d: ...
+    def __mul__(self, other: ArrayLike) -> poly1d: ...
+    def __rmul__(self, other: ArrayLike) -> poly1d: ...
+    def __add__(self, other: ArrayLike) -> poly1d: ...
+    def __radd__(self, other: ArrayLike) -> poly1d: ...
+    def __pow__(self, val: _FloatLike_co) -> poly1d: ...  # Integral floats are accepted
+    def __sub__(self, other: ArrayLike) -> poly1d: ...
+    def __rsub__(self, other: ArrayLike) -> poly1d: ...
+    def __div__(self, other: ArrayLike) -> poly1d: ...
+    def __truediv__(self, other: ArrayLike) -> poly1d: ...
+    def __rdiv__(self, other: ArrayLike) -> poly1d: ...
+    def __rtruediv__(self, other: ArrayLike) -> poly1d: ...
+    def __getitem__(self, val: int) -> Any: ...
+    def __setitem__(self, key: int, val: Any) -> None: ...
+    def __iter__(self) -> Iterator[Any]: ...
+    def deriv(self, m: SupportsInt | SupportsIndex = ...) -> poly1d: ...
+    def integ(
+        self,
+        m: SupportsInt | SupportsIndex = ...,
+        k: None | _ArrayLikeComplex_co | _ArrayLikeObject_co = ...,
+    ) -> poly1d: ...
+
+class matrix(ndarray[_ShapeType, _DType_co]):
+    __array_priority__: ClassVar[float]
+    def __new__(
+        subtype,
+        data: ArrayLike,
+        dtype: DTypeLike = ...,
+        copy: bool = ...,
+    ) -> matrix[Any, Any]: ...
+    def __array_finalize__(self, obj: object) -> None: ...
+
+    @overload
+    def __getitem__(self, key: (
+        SupportsIndex
+        | _ArrayLikeInt_co
+        | tuple[SupportsIndex | _ArrayLikeInt_co, ...]
+    )) -> Any: ...
+    @overload
+    def __getitem__(self, key: (
+        None
+        | slice
+        | ellipsis
+        | SupportsIndex
+        | _ArrayLikeInt_co
+        | tuple[None | slice | ellipsis | _ArrayLikeInt_co | SupportsIndex, ...]
+    )) -> matrix[Any, _DType_co]: ...
+    @overload
+    def __getitem__(self: NDArray[void], key: str) -> matrix[Any, dtype[Any]]: ...
+    @overload
+    def __getitem__(self: NDArray[void], key: list[str]) -> matrix[_ShapeType, dtype[void]]: ...
+
+    def __mul__(self, other: ArrayLike) -> matrix[Any, Any]: ...
+    def __rmul__(self, other: ArrayLike) -> matrix[Any, Any]: ...
+    def __imul__(self, other: ArrayLike) -> matrix[_ShapeType, _DType_co]: ...
+    def __pow__(self, other: ArrayLike) -> matrix[Any, Any]: ...
+    def __ipow__(self, other: ArrayLike) -> matrix[_ShapeType, _DType_co]: ...
+
+    @overload
+    def sum(self, axis: None = ..., dtype: DTypeLike = ..., out: None = ...) -> Any: ...
+    @overload
+    def sum(self, axis: _ShapeLike, dtype: DTypeLike = ..., out: None = ...) -> matrix[Any, Any]: ...
+    @overload
+    def sum(self, axis: None | _ShapeLike = ..., dtype: DTypeLike = ..., out: _NdArraySubClass = ...) -> _NdArraySubClass: ...
+
+    @overload
+    def mean(self, axis: None = ..., dtype: DTypeLike = ..., out: None = ...) -> Any: ...
+    @overload
+    def mean(self, axis: _ShapeLike, dtype: DTypeLike = ..., out: None = ...) -> matrix[Any, Any]: ...
+    @overload
+    def mean(self, axis: None | _ShapeLike = ..., dtype: DTypeLike = ..., out: _NdArraySubClass = ...) -> _NdArraySubClass: ...
+
+    @overload
+    def std(self, axis: None = ..., dtype: DTypeLike = ..., out: None = ..., ddof: float = ...) -> Any: ...
+    @overload
+    def std(self, axis: _ShapeLike, dtype: DTypeLike = ..., out: None = ..., ddof: float = ...) -> matrix[Any, Any]: ...
+    @overload
+    def std(self, axis: None | _ShapeLike = ..., dtype: DTypeLike = ..., out: _NdArraySubClass = ..., ddof: float = ...) -> _NdArraySubClass: ...
+
+    @overload
+    def var(self, axis: None = ..., dtype: DTypeLike = ..., out: None = ..., ddof: float = ...) -> Any: ...
+    @overload
+    def var(self, axis: _ShapeLike, dtype: DTypeLike = ..., out: None = ..., ddof: float = ...) -> matrix[Any, Any]: ...
+    @overload
+    def var(self, axis: None | _ShapeLike = ..., dtype: DTypeLike = ..., out: _NdArraySubClass = ..., ddof: float = ...) -> _NdArraySubClass: ...
+
+    @overload
+    def prod(self, axis: None = ..., dtype: DTypeLike = ..., out: None = ...) -> Any: ...
+    @overload
+    def prod(self, axis: _ShapeLike, dtype: DTypeLike = ..., out: None = ...) -> matrix[Any, Any]: ...
+    @overload
+    def prod(self, axis: None | _ShapeLike = ..., dtype: DTypeLike = ..., out: _NdArraySubClass = ...) -> _NdArraySubClass: ...
+
+    @overload
+    def any(self, axis: None = ..., out: None = ...) -> bool_: ...
+    @overload
+    def any(self, axis: _ShapeLike, out: None = ...) -> matrix[Any, dtype[bool_]]: ...
+    @overload
+    def any(self, axis: None | _ShapeLike = ..., out: _NdArraySubClass = ...) -> _NdArraySubClass: ...
+
+    @overload
+    def all(self, axis: None = ..., out: None = ...) -> bool_: ...
+    @overload
+    def all(self, axis: _ShapeLike, out: None = ...) -> matrix[Any, dtype[bool_]]: ...
+    @overload
+    def all(self, axis: None | _ShapeLike = ..., out: _NdArraySubClass = ...) -> _NdArraySubClass: ...
+
+    @overload
+    def max(self: NDArray[_ScalarType], axis: None = ..., out: None = ...) -> _ScalarType: ...
+    @overload
+    def max(self, axis: _ShapeLike, out: None = ...) -> matrix[Any, _DType_co]: ...
+    @overload
+    def max(self, axis: None | _ShapeLike = ..., out: _NdArraySubClass = ...) -> _NdArraySubClass: ...
+
+    @overload
+    def min(self: NDArray[_ScalarType], axis: None = ..., out: None = ...) -> _ScalarType: ...
+    @overload
+    def min(self, axis: _ShapeLike, out: None = ...) -> matrix[Any, _DType_co]: ...
+    @overload
+    def min(self, axis: None | _ShapeLike = ..., out: _NdArraySubClass = ...) -> _NdArraySubClass: ...
+
+    @overload
+    def argmax(self: NDArray[_ScalarType], axis: None = ..., out: None = ...) -> intp: ...
+    @overload
+    def argmax(self, axis: _ShapeLike, out: None = ...) -> matrix[Any, dtype[intp]]: ...
+    @overload
+    def argmax(self, axis: None | _ShapeLike = ..., out: _NdArraySubClass = ...) -> _NdArraySubClass: ...
+
+    @overload
+    def argmin(self: NDArray[_ScalarType], axis: None = ..., out: None = ...) -> intp: ...
+    @overload
+    def argmin(self, axis: _ShapeLike, out: None = ...) -> matrix[Any, dtype[intp]]: ...
+    @overload
+    def argmin(self, axis: None | _ShapeLike = ..., out: _NdArraySubClass = ...) -> _NdArraySubClass: ...
+
+    @overload
+    def ptp(self: NDArray[_ScalarType], axis: None = ..., out: None = ...) -> _ScalarType: ...
+    @overload
+    def ptp(self, axis: _ShapeLike, out: None = ...) -> matrix[Any, _DType_co]: ...
+    @overload
+    def ptp(self, axis: None | _ShapeLike = ..., out: _NdArraySubClass = ...) -> _NdArraySubClass: ...
+
+    def squeeze(self, axis: None | _ShapeLike = ...) -> matrix[Any, _DType_co]: ...
+    def tolist(self: matrix[Any, dtype[_SupportsItem[_T]]]) -> list[list[_T]]: ...  # type: ignore[typevar]
+    def ravel(self, order: _OrderKACF = ...) -> matrix[Any, _DType_co]: ...
+    def flatten(self, order: _OrderKACF = ...) -> matrix[Any, _DType_co]: ...
+
+    @property
+    def T(self) -> matrix[Any, _DType_co]: ...
+    @property
+    def I(self) -> matrix[Any, Any]: ...
+    @property
+    def A(self) -> ndarray[_ShapeType, _DType_co]: ...
+    @property
+    def A1(self) -> ndarray[Any, _DType_co]: ...
+    @property
+    def H(self) -> matrix[Any, _DType_co]: ...
+    def getT(self) -> matrix[Any, _DType_co]: ...
+    def getI(self) -> matrix[Any, Any]: ...
+    def getA(self) -> ndarray[_ShapeType, _DType_co]: ...
+    def getA1(self) -> ndarray[Any, _DType_co]: ...
+    def getH(self) -> matrix[Any, _DType_co]: ...
+
+_CharType = TypeVar("_CharType", str_, bytes_)
+_CharDType = TypeVar("_CharDType", dtype[str_], dtype[bytes_])
+_CharArray = chararray[Any, dtype[_CharType]]
+
+class chararray(ndarray[_ShapeType, _CharDType]):
+    @overload
+    def __new__(
+        subtype,
+        shape: _ShapeLike,
+        itemsize: SupportsIndex | SupportsInt = ...,
+        unicode: L[False] = ...,
+        buffer: _SupportsBuffer = ...,
+        offset: SupportsIndex = ...,
+        strides: _ShapeLike = ...,
+        order: _OrderKACF = ...,
+    ) -> chararray[Any, dtype[bytes_]]: ...
+    @overload
+    def __new__(
+        subtype,
+        shape: _ShapeLike,
+        itemsize: SupportsIndex | SupportsInt = ...,
+        unicode: L[True] = ...,
+        buffer: _SupportsBuffer = ...,
+        offset: SupportsIndex = ...,
+        strides: _ShapeLike = ...,
+        order: _OrderKACF = ...,
+    ) -> chararray[Any, dtype[str_]]: ...
+
+    def __array_finalize__(self, obj: object) -> None: ...
+    def __mul__(self, other: _ArrayLikeInt_co) -> chararray[Any, _CharDType]: ...
+    def __rmul__(self, other: _ArrayLikeInt_co) -> chararray[Any, _CharDType]: ...
+    def __mod__(self, i: Any) -> chararray[Any, _CharDType]: ...
+
+    @overload
+    def __eq__(
+        self: _CharArray[str_],
+        other: _ArrayLikeStr_co,
+    ) -> NDArray[bool_]: ...
+    @overload
+    def __eq__(
+        self: _CharArray[bytes_],
+        other: _ArrayLikeBytes_co,
+    ) -> NDArray[bool_]: ...
+
+    @overload
+    def __ne__(
+        self: _CharArray[str_],
+        other: _ArrayLikeStr_co,
+    ) -> NDArray[bool_]: ...
+    @overload
+    def __ne__(
+        self: _CharArray[bytes_],
+        other: _ArrayLikeBytes_co,
+    ) -> NDArray[bool_]: ...
+
+    @overload
+    def __ge__(
+        self: _CharArray[str_],
+        other: _ArrayLikeStr_co,
+    ) -> NDArray[bool_]: ...
+    @overload
+    def __ge__(
+        self: _CharArray[bytes_],
+        other: _ArrayLikeBytes_co,
+    ) -> NDArray[bool_]: ...
+
+    @overload
+    def __le__(
+        self: _CharArray[str_],
+        other: _ArrayLikeStr_co,
+    ) -> NDArray[bool_]: ...
+    @overload
+    def __le__(
+        self: _CharArray[bytes_],
+        other: _ArrayLikeBytes_co,
+    ) -> NDArray[bool_]: ...
+
+    @overload
+    def __gt__(
+        self: _CharArray[str_],
+        other: _ArrayLikeStr_co,
+    ) -> NDArray[bool_]: ...
+    @overload
+    def __gt__(
+        self: _CharArray[bytes_],
+        other: _ArrayLikeBytes_co,
+    ) -> NDArray[bool_]: ...
+
+    @overload
+    def __lt__(
+        self: _CharArray[str_],
+        other: _ArrayLikeStr_co,
+    ) -> NDArray[bool_]: ...
+    @overload
+    def __lt__(
+        self: _CharArray[bytes_],
+        other: _ArrayLikeBytes_co,
+    ) -> NDArray[bool_]: ...
+
+    @overload
+    def __add__(
+        self: _CharArray[str_],
+        other: _ArrayLikeStr_co,
+    ) -> _CharArray[str_]: ...
+    @overload
+    def __add__(
+        self: _CharArray[bytes_],
+        other: _ArrayLikeBytes_co,
+    ) -> _CharArray[bytes_]: ...
+
+    @overload
+    def __radd__(
+        self: _CharArray[str_],
+        other: _ArrayLikeStr_co,
+    ) -> _CharArray[str_]: ...
+    @overload
+    def __radd__(
+        self: _CharArray[bytes_],
+        other: _ArrayLikeBytes_co,
+    ) -> _CharArray[bytes_]: ...
+
+    @overload
+    def center(
+        self: _CharArray[str_],
+        width: _ArrayLikeInt_co,
+        fillchar: _ArrayLikeStr_co = ...,
+    ) -> _CharArray[str_]: ...
+    @overload
+    def center(
+        self: _CharArray[bytes_],
+        width: _ArrayLikeInt_co,
+        fillchar: _ArrayLikeBytes_co = ...,
+    ) -> _CharArray[bytes_]: ...
+
+    @overload
+    def count(
+        self: _CharArray[str_],
+        sub: _ArrayLikeStr_co,
+        start: _ArrayLikeInt_co = ...,
+        end: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[int_]: ...
+    @overload
+    def count(
+        self: _CharArray[bytes_],
+        sub: _ArrayLikeBytes_co,
+        start: _ArrayLikeInt_co = ...,
+        end: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[int_]: ...
+
+    def decode(
+        self: _CharArray[bytes_],
+        encoding: None | str = ...,
+        errors: None | str = ...,
+    ) -> _CharArray[str_]: ...
+
+    def encode(
+        self: _CharArray[str_],
+        encoding: None | str = ...,
+        errors: None | str = ...,
+    ) -> _CharArray[bytes_]: ...
+
+    @overload
+    def endswith(
+        self: _CharArray[str_],
+        suffix: _ArrayLikeStr_co,
+        start: _ArrayLikeInt_co = ...,
+        end: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[bool_]: ...
+    @overload
+    def endswith(
+        self: _CharArray[bytes_],
+        suffix: _ArrayLikeBytes_co,
+        start: _ArrayLikeInt_co = ...,
+        end: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[bool_]: ...
+
+    def expandtabs(
+        self,
+        tabsize: _ArrayLikeInt_co = ...,
+    ) -> chararray[Any, _CharDType]: ...
+
+    @overload
+    def find(
+        self: _CharArray[str_],
+        sub: _ArrayLikeStr_co,
+        start: _ArrayLikeInt_co = ...,
+        end: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[int_]: ...
+    @overload
+    def find(
+        self: _CharArray[bytes_],
+        sub: _ArrayLikeBytes_co,
+        start: _ArrayLikeInt_co = ...,
+        end: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[int_]: ...
+
+    @overload
+    def index(
+        self: _CharArray[str_],
+        sub: _ArrayLikeStr_co,
+        start: _ArrayLikeInt_co = ...,
+        end: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[int_]: ...
+    @overload
+    def index(
+        self: _CharArray[bytes_],
+        sub: _ArrayLikeBytes_co,
+        start: _ArrayLikeInt_co = ...,
+        end: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[int_]: ...
+
+    @overload
+    def join(
+        self: _CharArray[str_],
+        seq: _ArrayLikeStr_co,
+    ) -> _CharArray[str_]: ...
+    @overload
+    def join(
+        self: _CharArray[bytes_],
+        seq: _ArrayLikeBytes_co,
+    ) -> _CharArray[bytes_]: ...
+
+    @overload
+    def ljust(
+        self: _CharArray[str_],
+        width: _ArrayLikeInt_co,
+        fillchar: _ArrayLikeStr_co = ...,
+    ) -> _CharArray[str_]: ...
+    @overload
+    def ljust(
+        self: _CharArray[bytes_],
+        width: _ArrayLikeInt_co,
+        fillchar: _ArrayLikeBytes_co = ...,
+    ) -> _CharArray[bytes_]: ...
+
+    @overload
+    def lstrip(
+        self: _CharArray[str_],
+        chars: None | _ArrayLikeStr_co = ...,
+    ) -> _CharArray[str_]: ...
+    @overload
+    def lstrip(
+        self: _CharArray[bytes_],
+        chars: None | _ArrayLikeBytes_co = ...,
+    ) -> _CharArray[bytes_]: ...
+
+    @overload
+    def partition(
+        self: _CharArray[str_],
+        sep: _ArrayLikeStr_co,
+    ) -> _CharArray[str_]: ...
+    @overload
+    def partition(
+        self: _CharArray[bytes_],
+        sep: _ArrayLikeBytes_co,
+    ) -> _CharArray[bytes_]: ...
+
+    @overload
+    def replace(
+        self: _CharArray[str_],
+        old: _ArrayLikeStr_co,
+        new: _ArrayLikeStr_co,
+        count: None | _ArrayLikeInt_co = ...,
+    ) -> _CharArray[str_]: ...
+    @overload
+    def replace(
+        self: _CharArray[bytes_],
+        old: _ArrayLikeBytes_co,
+        new: _ArrayLikeBytes_co,
+        count: None | _ArrayLikeInt_co = ...,
+    ) -> _CharArray[bytes_]: ...
+
+    @overload
+    def rfind(
+        self: _CharArray[str_],
+        sub: _ArrayLikeStr_co,
+        start: _ArrayLikeInt_co = ...,
+        end: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[int_]: ...
+    @overload
+    def rfind(
+        self: _CharArray[bytes_],
+        sub: _ArrayLikeBytes_co,
+        start: _ArrayLikeInt_co = ...,
+        end: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[int_]: ...
+
+    @overload
+    def rindex(
+        self: _CharArray[str_],
+        sub: _ArrayLikeStr_co,
+        start: _ArrayLikeInt_co = ...,
+        end: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[int_]: ...
+    @overload
+    def rindex(
+        self: _CharArray[bytes_],
+        sub: _ArrayLikeBytes_co,
+        start: _ArrayLikeInt_co = ...,
+        end: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[int_]: ...
+
+    @overload
+    def rjust(
+        self: _CharArray[str_],
+        width: _ArrayLikeInt_co,
+        fillchar: _ArrayLikeStr_co = ...,
+    ) -> _CharArray[str_]: ...
+    @overload
+    def rjust(
+        self: _CharArray[bytes_],
+        width: _ArrayLikeInt_co,
+        fillchar: _ArrayLikeBytes_co = ...,
+    ) -> _CharArray[bytes_]: ...
+
+    @overload
+    def rpartition(
+        self: _CharArray[str_],
+        sep: _ArrayLikeStr_co,
+    ) -> _CharArray[str_]: ...
+    @overload
+    def rpartition(
+        self: _CharArray[bytes_],
+        sep: _ArrayLikeBytes_co,
+    ) -> _CharArray[bytes_]: ...
+
+    @overload
+    def rsplit(
+        self: _CharArray[str_],
+        sep: None | _ArrayLikeStr_co = ...,
+        maxsplit: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[object_]: ...
+    @overload
+    def rsplit(
+        self: _CharArray[bytes_],
+        sep: None | _ArrayLikeBytes_co = ...,
+        maxsplit: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[object_]: ...
+
+    @overload
+    def rstrip(
+        self: _CharArray[str_],
+        chars: None | _ArrayLikeStr_co = ...,
+    ) -> _CharArray[str_]: ...
+    @overload
+    def rstrip(
+        self: _CharArray[bytes_],
+        chars: None | _ArrayLikeBytes_co = ...,
+    ) -> _CharArray[bytes_]: ...
+
+    @overload
+    def split(
+        self: _CharArray[str_],
+        sep: None | _ArrayLikeStr_co = ...,
+        maxsplit: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[object_]: ...
+    @overload
+    def split(
+        self: _CharArray[bytes_],
+        sep: None | _ArrayLikeBytes_co = ...,
+        maxsplit: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[object_]: ...
+
+    def splitlines(self, keepends: None | _ArrayLikeBool_co = ...) -> NDArray[object_]: ...
+
+    @overload
+    def startswith(
+        self: _CharArray[str_],
+        prefix: _ArrayLikeStr_co,
+        start: _ArrayLikeInt_co = ...,
+        end: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[bool_]: ...
+    @overload
+    def startswith(
+        self: _CharArray[bytes_],
+        prefix: _ArrayLikeBytes_co,
+        start: _ArrayLikeInt_co = ...,
+        end: None | _ArrayLikeInt_co = ...,
+    ) -> NDArray[bool_]: ...
+
+    @overload
+    def strip(
+        self: _CharArray[str_],
+        chars: None | _ArrayLikeStr_co = ...,
+    ) -> _CharArray[str_]: ...
+    @overload
+    def strip(
+        self: _CharArray[bytes_],
+        chars: None | _ArrayLikeBytes_co = ...,
+    ) -> _CharArray[bytes_]: ...
+
+    @overload
+    def translate(
+        self: _CharArray[str_],
+        table: _ArrayLikeStr_co,
+        deletechars: None | _ArrayLikeStr_co = ...,
+    ) -> _CharArray[str_]: ...
+    @overload
+    def translate(
+        self: _CharArray[bytes_],
+        table: _ArrayLikeBytes_co,
+        deletechars: None | _ArrayLikeBytes_co = ...,
+    ) -> _CharArray[bytes_]: ...
+
+    def zfill(self, width: _ArrayLikeInt_co) -> chararray[Any, _CharDType]: ...
+    def capitalize(self) -> chararray[_ShapeType, _CharDType]: ...
+    def title(self) -> chararray[_ShapeType, _CharDType]: ...
+    def swapcase(self) -> chararray[_ShapeType, _CharDType]: ...
+    def lower(self) -> chararray[_ShapeType, _CharDType]: ...
+    def upper(self) -> chararray[_ShapeType, _CharDType]: ...
+    def isalnum(self) -> ndarray[_ShapeType, dtype[bool_]]: ...
+    def isalpha(self) -> ndarray[_ShapeType, dtype[bool_]]: ...
+    def isdigit(self) -> ndarray[_ShapeType, dtype[bool_]]: ...
+    def islower(self) -> ndarray[_ShapeType, dtype[bool_]]: ...
+    def isspace(self) -> ndarray[_ShapeType, dtype[bool_]]: ...
+    def istitle(self) -> ndarray[_ShapeType, dtype[bool_]]: ...
+    def isupper(self) -> ndarray[_ShapeType, dtype[bool_]]: ...
+    def isnumeric(self) -> ndarray[_ShapeType, dtype[bool_]]: ...
+    def isdecimal(self) -> ndarray[_ShapeType, dtype[bool_]]: ...
+
+# NOTE: Deprecated
+# class MachAr: ...
+
+class _SupportsDLPack(Protocol[_T_contra]):
+    def __dlpack__(self, *, stream: None | _T_contra = ...) -> _PyCapsule: ...
+
+def from_dlpack(obj: _SupportsDLPack[None], /) -> NDArray[Any]: ...
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+"""Private counterpart of ``numpy.typing``."""
+
+from __future__ import annotations
+
+from numpy import ufunc
+from numpy.core.overrides import set_module
+from typing import TYPE_CHECKING, final
+
+
+@final  # Disallow the creation of arbitrary `NBitBase` subclasses
+@set_module("numpy.typing")
+class NBitBase:
+    """
+    A type representing `numpy.number` precision during static type checking.
+
+    Used exclusively for the purpose static type checking, `NBitBase`
+    represents the base of a hierarchical set of subclasses.
+    Each subsequent subclass is herein used for representing a lower level
+    of precision, *e.g.* ``64Bit > 32Bit > 16Bit``.
+
+    .. versionadded:: 1.20
+
+    Examples
+    --------
+    Below is a typical usage example: `NBitBase` is herein used for annotating
+    a function that takes a float and integer of arbitrary precision
+    as arguments and returns a new float of whichever precision is largest
+    (*e.g.* ``np.float16 + np.int64 -> np.float64``).
+
+    .. code-block:: python
+
+        >>> from __future__ import annotations
+        >>> from typing import TypeVar, TYPE_CHECKING
+        >>> import numpy as np
+        >>> import numpy.typing as npt
+
+        >>> T1 = TypeVar("T1", bound=npt.NBitBase)
+        >>> T2 = TypeVar("T2", bound=npt.NBitBase)
+
+        >>> def add(a: np.floating[T1], b: np.integer[T2]) -> np.floating[T1 | T2]:
+        ...     return a + b
+
+        >>> a = np.float16()
+        >>> b = np.int64()
+        >>> out = add(a, b)
+
+        >>> if TYPE_CHECKING:
+        ...     reveal_locals()
+        ...     # note: Revealed local types are:
+        ...     # note:     a: numpy.floating[numpy.typing._16Bit*]
+        ...     # note:     b: numpy.signedinteger[numpy.typing._64Bit*]
+        ...     # note:     out: numpy.floating[numpy.typing._64Bit*]
+
+    """
+
+    def __init_subclass__(cls) -> None:
+        allowed_names = {
+            "NBitBase", "_256Bit", "_128Bit", "_96Bit", "_80Bit",
+            "_64Bit", "_32Bit", "_16Bit", "_8Bit",
+        }
+        if cls.__name__ not in allowed_names:
+            raise TypeError('cannot inherit from final class "NBitBase"')
+        super().__init_subclass__()
+
+
+# Silence errors about subclassing a `@final`-decorated class
+class _256Bit(NBitBase):  # type: ignore[misc]
+    pass
+
+class _128Bit(_256Bit):  # type: ignore[misc]
+    pass
+
+class _96Bit(_128Bit):  # type: ignore[misc]
+    pass
+
+class _80Bit(_96Bit):  # type: ignore[misc]
+    pass
+
+class _64Bit(_80Bit):  # type: ignore[misc]
+    pass
+
+class _32Bit(_64Bit):  # type: ignore[misc]
+    pass
+
+class _16Bit(_32Bit):  # type: ignore[misc]
+    pass
+
+class _8Bit(_16Bit):  # type: ignore[misc]
+    pass
+
+
+from ._nested_sequence import (
+    _NestedSequence as _NestedSequence,
+)
+from ._nbit import (
+    _NBitByte as _NBitByte,
+    _NBitShort as _NBitShort,
+    _NBitIntC as _NBitIntC,
+    _NBitIntP as _NBitIntP,
+    _NBitInt as _NBitInt,
+    _NBitLongLong as _NBitLongLong,
+    _NBitHalf as _NBitHalf,
+    _NBitSingle as _NBitSingle,
+    _NBitDouble as _NBitDouble,
+    _NBitLongDouble as _NBitLongDouble,
+)
+from ._char_codes import (
+    _BoolCodes as _BoolCodes,
+    _UInt8Codes as _UInt8Codes,
+    _UInt16Codes as _UInt16Codes,
+    _UInt32Codes as _UInt32Codes,
+    _UInt64Codes as _UInt64Codes,
+    _Int8Codes as _Int8Codes,
+    _Int16Codes as _Int16Codes,
+    _Int32Codes as _Int32Codes,
+    _Int64Codes as _Int64Codes,
+    _Float16Codes as _Float16Codes,
+    _Float32Codes as _Float32Codes,
+    _Float64Codes as _Float64Codes,
+    _Complex64Codes as _Complex64Codes,
+    _Complex128Codes as _Complex128Codes,
+    _ByteCodes as _ByteCodes,
+    _ShortCodes as _ShortCodes,
+    _IntCCodes as _IntCCodes,
+    _IntPCodes as _IntPCodes,
+    _IntCodes as _IntCodes,
+    _LongLongCodes as _LongLongCodes,
+    _UByteCodes as _UByteCodes,
+    _UShortCodes as _UShortCodes,
+    _UIntCCodes as _UIntCCodes,
+    _UIntPCodes as _UIntPCodes,
+    _UIntCodes as _UIntCodes,
+    _ULongLongCodes as _ULongLongCodes,
+    _HalfCodes as _HalfCodes,
+    _SingleCodes as _SingleCodes,
+    _DoubleCodes as _DoubleCodes,
+    _LongDoubleCodes as _LongDoubleCodes,
+    _CSingleCodes as _CSingleCodes,
+    _CDoubleCodes as _CDoubleCodes,
+    _CLongDoubleCodes as _CLongDoubleCodes,
+    _DT64Codes as _DT64Codes,
+    _TD64Codes as _TD64Codes,
+    _StrCodes as _StrCodes,
+    _BytesCodes as _BytesCodes,
+    _VoidCodes as _VoidCodes,
+    _ObjectCodes as _ObjectCodes,
+)
+from ._scalars import (
+    _CharLike_co as _CharLike_co,
+    _BoolLike_co as _BoolLike_co,
+    _UIntLike_co as _UIntLike_co,
+    _IntLike_co as _IntLike_co,
+    _FloatLike_co as _FloatLike_co,
+    _ComplexLike_co as _ComplexLike_co,
+    _TD64Like_co as _TD64Like_co,
+    _NumberLike_co as _NumberLike_co,
+    _ScalarLike_co as _ScalarLike_co,
+    _VoidLike_co as _VoidLike_co,
+)
+from ._shape import (
+    _Shape as _Shape,
+    _ShapeLike as _ShapeLike,
+)
+from ._dtype_like import (
+    DTypeLike as DTypeLike,
+    _DTypeLike as _DTypeLike,
+    _SupportsDType as _SupportsDType,
+    _VoidDTypeLike as _VoidDTypeLike,
+    _DTypeLikeBool as _DTypeLikeBool,
+    _DTypeLikeUInt as _DTypeLikeUInt,
+    _DTypeLikeInt as _DTypeLikeInt,
+    _DTypeLikeFloat as _DTypeLikeFloat,
+    _DTypeLikeComplex as _DTypeLikeComplex,
+    _DTypeLikeTD64 as _DTypeLikeTD64,
+    _DTypeLikeDT64 as _DTypeLikeDT64,
+    _DTypeLikeObject as _DTypeLikeObject,
+    _DTypeLikeVoid as _DTypeLikeVoid,
+    _DTypeLikeStr as _DTypeLikeStr,
+    _DTypeLikeBytes as _DTypeLikeBytes,
+    _DTypeLikeComplex_co as _DTypeLikeComplex_co,
+)
+from ._array_like import (
+    ArrayLike as ArrayLike,
+    _ArrayLike as _ArrayLike,
+    _FiniteNestedSequence as _FiniteNestedSequence,
+    _SupportsArray as _SupportsArray,
+    _SupportsArrayFunc as _SupportsArrayFunc,
+    _ArrayLikeInt as _ArrayLikeInt,
+    _ArrayLikeBool_co as _ArrayLikeBool_co,
+    _ArrayLikeUInt_co as _ArrayLikeUInt_co,
+    _ArrayLikeInt_co as _ArrayLikeInt_co,
+    _ArrayLikeFloat_co as _ArrayLikeFloat_co,
+    _ArrayLikeComplex_co as _ArrayLikeComplex_co,
+    _ArrayLikeNumber_co as _ArrayLikeNumber_co,
+    _ArrayLikeTD64_co as _ArrayLikeTD64_co,
+    _ArrayLikeDT64_co as _ArrayLikeDT64_co,
+    _ArrayLikeObject_co as _ArrayLikeObject_co,
+    _ArrayLikeVoid_co as _ArrayLikeVoid_co,
+    _ArrayLikeStr_co as _ArrayLikeStr_co,
+    _ArrayLikeBytes_co as _ArrayLikeBytes_co,
+    _ArrayLikeUnknown as _ArrayLikeUnknown,
+)
+from ._generic_alias import (
+    NDArray as NDArray,
+    _DType as _DType,
+    _GenericAlias as _GenericAlias,
+)
+
+if TYPE_CHECKING:
+    from ._ufunc import (
+        _UFunc_Nin1_Nout1 as _UFunc_Nin1_Nout1,
+        _UFunc_Nin2_Nout1 as _UFunc_Nin2_Nout1,
+        _UFunc_Nin1_Nout2 as _UFunc_Nin1_Nout2,
+        _UFunc_Nin2_Nout2 as _UFunc_Nin2_Nout2,
+        _GUFunc_Nin2_Nout1 as _GUFunc_Nin2_Nout1,
+    )
+else:
+    # Declare the (type-check-only) ufunc subclasses as ufunc aliases during
+    # runtime; this helps autocompletion tools such as Jedi (numpy/numpy#19834)
+    _UFunc_Nin1_Nout1 = ufunc
+    _UFunc_Nin2_Nout1 = ufunc
+    _UFunc_Nin1_Nout2 = ufunc
+    _UFunc_Nin2_Nout2 = ufunc
+    _GUFunc_Nin2_Nout1 = ufunc
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new file mode 120000
index 0000000..f7ffcb1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/_typing/_add_docstring.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7e/f8/99/031081079c35398e4f9e73fd1e3d836bb92b12cf22c698fcca4ff468b3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/_typing/_array_like.py b/venv/lib/python3.8/site-packages/numpy/_typing/_array_like.py
new file mode 100644
index 0000000..2e5684b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/_typing/_array_like.py
@@ -0,0 +1,156 @@
+from __future__ import annotations
+
+# NOTE: Import `Sequence` from `typing` as we it is needed for a type-alias,
+# not an annotation
+from collections.abc import Collection, Callable
+from typing import Any, Sequence, Protocol, Union, TypeVar
+from numpy import (
+    ndarray,
+    dtype,
+    generic,
+    bool_,
+    unsignedinteger,
+    integer,
+    floating,
+    complexfloating,
+    number,
+    timedelta64,
+    datetime64,
+    object_,
+    void,
+    str_,
+    bytes_,
+)
+from ._nested_sequence import _NestedSequence
+
+_T = TypeVar("_T")
+_ScalarType = TypeVar("_ScalarType", bound=generic)
+_DType = TypeVar("_DType", bound="dtype[Any]")
+_DType_co = TypeVar("_DType_co", covariant=True, bound="dtype[Any]")
+
+# The `_SupportsArray` protocol only cares about the default dtype
+# (i.e. `dtype=None` or no `dtype` parameter at all) of the to-be returned
+# array.
+# Concrete implementations of the protocol are responsible for adding
+# any and all remaining overloads
+class _SupportsArray(Protocol[_DType_co]):
+    def __array__(self) -> ndarray[Any, _DType_co]: ...
+
+
+class _SupportsArrayFunc(Protocol):
+    """A protocol class representing `~class.__array_function__`."""
+    def __array_function__(
+        self,
+        func: Callable[..., Any],
+        types: Collection[type[Any]],
+        args: tuple[Any, ...],
+        kwargs: dict[str, Any],
+    ) -> object: ...
+
+
+# TODO: Wait until mypy supports recursive objects in combination with typevars
+_FiniteNestedSequence = Union[
+    _T,
+    Sequence[_T],
+    Sequence[Sequence[_T]],
+    Sequence[Sequence[Sequence[_T]]],
+    Sequence[Sequence[Sequence[Sequence[_T]]]],
+]
+
+# A subset of `npt.ArrayLike` that can be parametrized w.r.t. `np.generic`
+_ArrayLike = Union[
+    _SupportsArray["dtype[_ScalarType]"],
+    _NestedSequence[_SupportsArray["dtype[_ScalarType]"]],
+]
+
+# A union representing array-like objects; consists of two typevars:
+# One representing types that can be parametrized w.r.t. `np.dtype`
+# and another one for the rest
+_DualArrayLike = Union[
+    _SupportsArray[_DType],
+    _NestedSequence[_SupportsArray[_DType]],
+    _T,
+    _NestedSequence[_T],
+]
+
+# TODO: support buffer protocols once
+#
+# https://bugs.python.org/issue27501
+#
+# is resolved. See also the mypy issue:
+#
+# https://github.com/python/typing/issues/593
+ArrayLike = _DualArrayLike[
+    dtype,
+    Union[bool, int, float, complex, str, bytes],
+]
+
+# `ArrayLike<X>_co`: array-like objects that can be coerced into `X`
+# given the casting rules `same_kind`
+_ArrayLikeBool_co = _DualArrayLike[
+    "dtype[bool_]",
+    bool,
+]
+_ArrayLikeUInt_co = _DualArrayLike[
+    "dtype[Union[bool_, unsignedinteger[Any]]]",
+    bool,
+]
+_ArrayLikeInt_co = _DualArrayLike[
+    "dtype[Union[bool_, integer[Any]]]",
+    Union[bool, int],
+]
+_ArrayLikeFloat_co = _DualArrayLike[
+    "dtype[Union[bool_, integer[Any], floating[Any]]]",
+    Union[bool, int, float],
+]
+_ArrayLikeComplex_co = _DualArrayLike[
+    "dtype[Union[bool_, integer[Any], floating[Any], complexfloating[Any, Any]]]",
+    Union[bool, int, float, complex],
+]
+_ArrayLikeNumber_co = _DualArrayLike[
+    "dtype[Union[bool_, number[Any]]]",
+    Union[bool, int, float, complex],
+]
+_ArrayLikeTD64_co = _DualArrayLike[
+    "dtype[Union[bool_, integer[Any], timedelta64]]",
+    Union[bool, int],
+]
+_ArrayLikeDT64_co = Union[
+    _SupportsArray["dtype[datetime64]"],
+    _NestedSequence[_SupportsArray["dtype[datetime64]"]],
+]
+_ArrayLikeObject_co = Union[
+    _SupportsArray["dtype[object_]"],
+    _NestedSequence[_SupportsArray["dtype[object_]"]],
+]
+
+_ArrayLikeVoid_co = Union[
+    _SupportsArray["dtype[void]"],
+    _NestedSequence[_SupportsArray["dtype[void]"]],
+]
+_ArrayLikeStr_co = _DualArrayLike[
+    "dtype[str_]",
+    str,
+]
+_ArrayLikeBytes_co = _DualArrayLike[
+    "dtype[bytes_]",
+    bytes,
+]
+
+_ArrayLikeInt = _DualArrayLike[
+    "dtype[integer[Any]]",
+    int,
+]
+
+# Extra ArrayLike type so that pyright can deal with NDArray[Any]
+# Used as the first overload, should only match NDArray[Any],
+# not any actual types.
+# https://github.com/numpy/numpy/pull/22193
+class _UnknownType: 
+    ...
+
+
+_ArrayLikeUnknown = _DualArrayLike[
+    "dtype[_UnknownType]",
+    _UnknownType,
+]
diff --git a/venv/lib/python3.8/site-packages/numpy/_typing/_callable.pyi b/venv/lib/python3.8/site-packages/numpy/_typing/_callable.pyi
new file mode 100644
index 0000000..5dfe9e7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/_typing/_callable.pyi
@@ -0,0 +1,338 @@
+"""
+A module with various ``typing.Protocol`` subclasses that implement
+the ``__call__`` magic method.
+
+See the `Mypy documentation`_ on protocols for more details.
+
+.. _`Mypy documentation`: https://mypy.readthedocs.io/en/stable/protocols.html#callback-protocols
+
+"""
+
+from __future__ import annotations
+
+from typing import (
+    TypeVar,
+    overload,
+    Any,
+    NoReturn,
+    Protocol,
+)
+
+from numpy import (
+    ndarray,
+    dtype,
+    generic,
+    bool_,
+    timedelta64,
+    number,
+    integer,
+    unsignedinteger,
+    signedinteger,
+    int8,
+    int_,
+    floating,
+    float64,
+    complexfloating,
+    complex128,
+)
+from ._nbit import _NBitInt, _NBitDouble
+from ._scalars import (
+    _BoolLike_co,
+    _IntLike_co,
+    _FloatLike_co,
+    _NumberLike_co,
+)
+from . import NBitBase
+from ._generic_alias import NDArray
+from ._nested_sequence import _NestedSequence
+
+_T1 = TypeVar("_T1")
+_T2 = TypeVar("_T2")
+_T1_contra = TypeVar("_T1_contra", contravariant=True)
+_T2_contra = TypeVar("_T2_contra", contravariant=True)
+_2Tuple = tuple[_T1, _T1]
+
+_NBit1 = TypeVar("_NBit1", bound=NBitBase)
+_NBit2 = TypeVar("_NBit2", bound=NBitBase)
+
+_IntType = TypeVar("_IntType", bound=integer)
+_FloatType = TypeVar("_FloatType", bound=floating)
+_NumberType = TypeVar("_NumberType", bound=number)
+_NumberType_co = TypeVar("_NumberType_co", covariant=True, bound=number)
+_GenericType_co = TypeVar("_GenericType_co", covariant=True, bound=generic)
+
+class _BoolOp(Protocol[_GenericType_co]):
+    @overload
+    def __call__(self, other: _BoolLike_co, /) -> _GenericType_co: ...
+    @overload  # platform dependent
+    def __call__(self, other: int, /) -> int_: ...
+    @overload
+    def __call__(self, other: float, /) -> float64: ...
+    @overload
+    def __call__(self, other: complex, /) -> complex128: ...
+    @overload
+    def __call__(self, other: _NumberType, /) -> _NumberType: ...
+
+class _BoolBitOp(Protocol[_GenericType_co]):
+    @overload
+    def __call__(self, other: _BoolLike_co, /) -> _GenericType_co: ...
+    @overload  # platform dependent
+    def __call__(self, other: int, /) -> int_: ...
+    @overload
+    def __call__(self, other: _IntType, /) -> _IntType: ...
+
+class _BoolSub(Protocol):
+    # Note that `other: bool_` is absent here
+    @overload
+    def __call__(self, other: bool, /) -> NoReturn: ...
+    @overload  # platform dependent
+    def __call__(self, other: int, /) -> int_: ...
+    @overload
+    def __call__(self, other: float, /) -> float64: ...
+    @overload
+    def __call__(self, other: complex, /) -> complex128: ...
+    @overload
+    def __call__(self, other: _NumberType, /) -> _NumberType: ...
+
+class _BoolTrueDiv(Protocol):
+    @overload
+    def __call__(self, other: float | _IntLike_co, /) -> float64: ...
+    @overload
+    def __call__(self, other: complex, /) -> complex128: ...
+    @overload
+    def __call__(self, other: _NumberType, /) -> _NumberType: ...
+
+class _BoolMod(Protocol):
+    @overload
+    def __call__(self, other: _BoolLike_co, /) -> int8: ...
+    @overload  # platform dependent
+    def __call__(self, other: int, /) -> int_: ...
+    @overload
+    def __call__(self, other: float, /) -> float64: ...
+    @overload
+    def __call__(self, other: _IntType, /) -> _IntType: ...
+    @overload
+    def __call__(self, other: _FloatType, /) -> _FloatType: ...
+
+class _BoolDivMod(Protocol):
+    @overload
+    def __call__(self, other: _BoolLike_co, /) -> _2Tuple[int8]: ...
+    @overload  # platform dependent
+    def __call__(self, other: int, /) -> _2Tuple[int_]: ...
+    @overload
+    def __call__(self, other: float, /) -> _2Tuple[floating[_NBit1 | _NBitDouble]]: ...
+    @overload
+    def __call__(self, other: _IntType, /) -> _2Tuple[_IntType]: ...
+    @overload
+    def __call__(self, other: _FloatType, /) -> _2Tuple[_FloatType]: ...
+
+class _TD64Div(Protocol[_NumberType_co]):
+    @overload
+    def __call__(self, other: timedelta64, /) -> _NumberType_co: ...
+    @overload
+    def __call__(self, other: _BoolLike_co, /) -> NoReturn: ...
+    @overload
+    def __call__(self, other: _FloatLike_co, /) -> timedelta64: ...
+
+class _IntTrueDiv(Protocol[_NBit1]):
+    @overload
+    def __call__(self, other: bool, /) -> floating[_NBit1]: ...
+    @overload
+    def __call__(self, other: int, /) -> floating[_NBit1 | _NBitInt]: ...
+    @overload
+    def __call__(self, other: float, /) -> floating[_NBit1 | _NBitDouble]: ...
+    @overload
+    def __call__(
+        self, other: complex, /,
+    ) -> complexfloating[_NBit1 | _NBitDouble, _NBit1 | _NBitDouble]: ...
+    @overload
+    def __call__(self, other: integer[_NBit2], /) -> floating[_NBit1 | _NBit2]: ...
+
+class _UnsignedIntOp(Protocol[_NBit1]):
+    # NOTE: `uint64 + signedinteger -> float64`
+    @overload
+    def __call__(self, other: bool, /) -> unsignedinteger[_NBit1]: ...
+    @overload
+    def __call__(
+        self, other: int | signedinteger[Any], /
+    ) -> Any: ...
+    @overload
+    def __call__(self, other: float, /) -> floating[_NBit1 | _NBitDouble]: ...
+    @overload
+    def __call__(
+        self, other: complex, /,
+    ) -> complexfloating[_NBit1 | _NBitDouble, _NBit1 | _NBitDouble]: ...
+    @overload
+    def __call__(
+        self, other: unsignedinteger[_NBit2], /
+    ) -> unsignedinteger[_NBit1 | _NBit2]: ...
+
+class _UnsignedIntBitOp(Protocol[_NBit1]):
+    @overload
+    def __call__(self, other: bool, /) -> unsignedinteger[_NBit1]: ...
+    @overload
+    def __call__(self, other: int, /) -> signedinteger[Any]: ...
+    @overload
+    def __call__(self, other: signedinteger[Any], /) -> signedinteger[Any]: ...
+    @overload
+    def __call__(
+        self, other: unsignedinteger[_NBit2], /
+    ) -> unsignedinteger[_NBit1 | _NBit2]: ...
+
+class _UnsignedIntMod(Protocol[_NBit1]):
+    @overload
+    def __call__(self, other: bool, /) -> unsignedinteger[_NBit1]: ...
+    @overload
+    def __call__(
+        self, other: int | signedinteger[Any], /
+    ) -> Any: ...
+    @overload
+    def __call__(self, other: float, /) -> floating[_NBit1 | _NBitDouble]: ...
+    @overload
+    def __call__(
+        self, other: unsignedinteger[_NBit2], /
+    ) -> unsignedinteger[_NBit1 | _NBit2]: ...
+
+class _UnsignedIntDivMod(Protocol[_NBit1]):
+    @overload
+    def __call__(self, other: bool, /) -> _2Tuple[signedinteger[_NBit1]]: ...
+    @overload
+    def __call__(
+        self, other: int | signedinteger[Any], /
+    ) -> _2Tuple[Any]: ...
+    @overload
+    def __call__(self, other: float, /) -> _2Tuple[floating[_NBit1 | _NBitDouble]]: ...
+    @overload
+    def __call__(
+        self, other: unsignedinteger[_NBit2], /
+    ) -> _2Tuple[unsignedinteger[_NBit1 | _NBit2]]: ...
+
+class _SignedIntOp(Protocol[_NBit1]):
+    @overload
+    def __call__(self, other: bool, /) -> signedinteger[_NBit1]: ...
+    @overload
+    def __call__(self, other: int, /) -> signedinteger[_NBit1 | _NBitInt]: ...
+    @overload
+    def __call__(self, other: float, /) -> floating[_NBit1 | _NBitDouble]: ...
+    @overload
+    def __call__(
+        self, other: complex, /,
+    ) -> complexfloating[_NBit1 | _NBitDouble, _NBit1 | _NBitDouble]: ...
+    @overload
+    def __call__(
+        self, other: signedinteger[_NBit2], /,
+    ) -> signedinteger[_NBit1 | _NBit2]: ...
+
+class _SignedIntBitOp(Protocol[_NBit1]):
+    @overload
+    def __call__(self, other: bool, /) -> signedinteger[_NBit1]: ...
+    @overload
+    def __call__(self, other: int, /) -> signedinteger[_NBit1 | _NBitInt]: ...
+    @overload
+    def __call__(
+        self, other: signedinteger[_NBit2], /,
+    ) -> signedinteger[_NBit1 | _NBit2]: ...
+
+class _SignedIntMod(Protocol[_NBit1]):
+    @overload
+    def __call__(self, other: bool, /) -> signedinteger[_NBit1]: ...
+    @overload
+    def __call__(self, other: int, /) -> signedinteger[_NBit1 | _NBitInt]: ...
+    @overload
+    def __call__(self, other: float, /) -> floating[_NBit1 | _NBitDouble]: ...
+    @overload
+    def __call__(
+        self, other: signedinteger[_NBit2], /,
+    ) -> signedinteger[_NBit1 | _NBit2]: ...
+
+class _SignedIntDivMod(Protocol[_NBit1]):
+    @overload
+    def __call__(self, other: bool, /) -> _2Tuple[signedinteger[_NBit1]]: ...
+    @overload
+    def __call__(self, other: int, /) -> _2Tuple[signedinteger[_NBit1 | _NBitInt]]: ...
+    @overload
+    def __call__(self, other: float, /) -> _2Tuple[floating[_NBit1 | _NBitDouble]]: ...
+    @overload
+    def __call__(
+        self, other: signedinteger[_NBit2], /,
+    ) -> _2Tuple[signedinteger[_NBit1 | _NBit2]]: ...
+
+class _FloatOp(Protocol[_NBit1]):
+    @overload
+    def __call__(self, other: bool, /) -> floating[_NBit1]: ...
+    @overload
+    def __call__(self, other: int, /) -> floating[_NBit1 | _NBitInt]: ...
+    @overload
+    def __call__(self, other: float, /) -> floating[_NBit1 | _NBitDouble]: ...
+    @overload
+    def __call__(
+        self, other: complex, /,
+    ) -> complexfloating[_NBit1 | _NBitDouble, _NBit1 | _NBitDouble]: ...
+    @overload
+    def __call__(
+        self, other: integer[_NBit2] | floating[_NBit2], /
+    ) -> floating[_NBit1 | _NBit2]: ...
+
+class _FloatMod(Protocol[_NBit1]):
+    @overload
+    def __call__(self, other: bool, /) -> floating[_NBit1]: ...
+    @overload
+    def __call__(self, other: int, /) -> floating[_NBit1 | _NBitInt]: ...
+    @overload
+    def __call__(self, other: float, /) -> floating[_NBit1 | _NBitDouble]: ...
+    @overload
+    def __call__(
+        self, other: integer[_NBit2] | floating[_NBit2], /
+    ) -> floating[_NBit1 | _NBit2]: ...
+
+class _FloatDivMod(Protocol[_NBit1]):
+    @overload
+    def __call__(self, other: bool, /) -> _2Tuple[floating[_NBit1]]: ...
+    @overload
+    def __call__(self, other: int, /) -> _2Tuple[floating[_NBit1 | _NBitInt]]: ...
+    @overload
+    def __call__(self, other: float, /) -> _2Tuple[floating[_NBit1 | _NBitDouble]]: ...
+    @overload
+    def __call__(
+        self, other: integer[_NBit2] | floating[_NBit2], /
+    ) -> _2Tuple[floating[_NBit1 | _NBit2]]: ...
+
+class _ComplexOp(Protocol[_NBit1]):
+    @overload
+    def __call__(self, other: bool, /) -> complexfloating[_NBit1, _NBit1]: ...
+    @overload
+    def __call__(self, other: int, /) -> complexfloating[_NBit1 | _NBitInt, _NBit1 | _NBitInt]: ...
+    @overload
+    def __call__(
+        self, other: complex, /,
+    ) -> complexfloating[_NBit1 | _NBitDouble, _NBit1 | _NBitDouble]: ...
+    @overload
+    def __call__(
+        self,
+        other: (
+            integer[_NBit2]
+            | floating[_NBit2]
+            | complexfloating[_NBit2, _NBit2]
+        ), /,
+    ) -> complexfloating[_NBit1 | _NBit2, _NBit1 | _NBit2]: ...
+
+class _NumberOp(Protocol):
+    def __call__(self, other: _NumberLike_co, /) -> Any: ...
+
+class _SupportsLT(Protocol):
+    def __lt__(self, other: Any, /) -> object: ...
+
+class _SupportsGT(Protocol):
+    def __gt__(self, other: Any, /) -> object: ...
+
+class _ComparisonOp(Protocol[_T1_contra, _T2_contra]):
+    @overload
+    def __call__(self, other: _T1_contra, /) -> bool_: ...
+    @overload
+    def __call__(self, other: _T2_contra, /) -> NDArray[bool_]: ...
+    @overload
+    def __call__(
+        self,
+        other: _SupportsLT | _SupportsGT | _NestedSequence[_SupportsLT | _SupportsGT],
+        /,
+    ) -> Any: ...
diff --git a/venv/lib/python3.8/site-packages/numpy/_typing/_char_codes.py b/venv/lib/python3.8/site-packages/numpy/_typing/_char_codes.py
new file mode 120000
index 0000000..25868f2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/_typing/_char_codes.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2d/1e/75/3b90140436c2989be5328c7252fb1fbdbd69ed61eb7b182d4c6b6e5937
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/_typing/_dtype_like.py b/venv/lib/python3.8/site-packages/numpy/_typing/_dtype_like.py
new file mode 120000
index 0000000..58d5037
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/_typing/_dtype_like.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f9/41/bf/a2a5c9027c4c1e7239cfbd2ba5f61a5eb8b9a5bcb676a64ea525635e22
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/_typing/_extended_precision.py b/venv/lib/python3.8/site-packages/numpy/_typing/_extended_precision.py
new file mode 120000
index 0000000..d9b764c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/_typing/_extended_precision.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/3d/f4/19/50cf31952ee51573d541b2495f5aae88c2a86de2493f84bd4efb724eb1
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/_typing/_generic_alias.py b/venv/lib/python3.8/site-packages/numpy/_typing/_generic_alias.py
new file mode 100644
index 0000000..01cd224
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/_typing/_generic_alias.py
@@ -0,0 +1,245 @@
+from __future__ import annotations
+
+import sys
+import types
+from collections.abc import Generator, Iterable, Iterator
+from typing import (
+    Any,
+    ClassVar,
+    NoReturn,
+    TypeVar,
+    TYPE_CHECKING,
+)
+
+import numpy as np
+
+__all__ = ["_GenericAlias", "NDArray"]
+
+_T = TypeVar("_T", bound="_GenericAlias")
+
+
+def _to_str(obj: object) -> str:
+    """Helper function for `_GenericAlias.__repr__`."""
+    if obj is Ellipsis:
+        return '...'
+    elif isinstance(obj, type) and not isinstance(obj, _GENERIC_ALIAS_TYPE):
+        if obj.__module__ == 'builtins':
+            return obj.__qualname__
+        else:
+            return f'{obj.__module__}.{obj.__qualname__}'
+    else:
+        return repr(obj)
+
+
+def _parse_parameters(args: Iterable[Any]) -> Generator[TypeVar, None, None]:
+    """Search for all typevars and typevar-containing objects in `args`.
+
+    Helper function for `_GenericAlias.__init__`.
+
+    """
+    for i in args:
+        if hasattr(i, "__parameters__"):
+            yield from i.__parameters__
+        elif isinstance(i, TypeVar):
+            yield i
+
+
+def _reconstruct_alias(alias: _T, parameters: Iterator[TypeVar]) -> _T:
+    """Recursively replace all typevars with those from `parameters`.
+
+    Helper function for `_GenericAlias.__getitem__`.
+
+    """
+    args = []
+    for i in alias.__args__:
+        if isinstance(i, TypeVar):
+            value: Any = next(parameters)
+        elif isinstance(i, _GenericAlias):
+            value = _reconstruct_alias(i, parameters)
+        elif hasattr(i, "__parameters__"):
+            prm_tup = tuple(next(parameters) for _ in i.__parameters__)
+            value = i[prm_tup]
+        else:
+            value = i
+        args.append(value)
+
+    cls = type(alias)
+    return cls(alias.__origin__, tuple(args), alias.__unpacked__)
+
+
+class _GenericAlias:
+    """A python-based backport of the `types.GenericAlias` class.
+
+    E.g. for ``t = list[int]``, ``t.__origin__`` is ``list`` and
+    ``t.__args__`` is ``(int,)``.
+
+    See Also
+    --------
+    :pep:`585`
+        The PEP responsible for introducing `types.GenericAlias`.
+
+    """
+
+    __slots__ = (
+        "__weakref__",
+        "_origin",
+        "_args",
+        "_parameters",
+        "_hash",
+        "_starred",
+    )
+
+    @property
+    def __origin__(self) -> type:
+        return super().__getattribute__("_origin")
+
+    @property
+    def __args__(self) -> tuple[object, ...]:
+        return super().__getattribute__("_args")
+
+    @property
+    def __parameters__(self) -> tuple[TypeVar, ...]:
+        """Type variables in the ``GenericAlias``."""
+        return super().__getattribute__("_parameters")
+
+    @property
+    def __unpacked__(self) -> bool:
+        return super().__getattribute__("_starred")
+
+    @property
+    def __typing_unpacked_tuple_args__(self) -> tuple[object, ...] | None:
+        # NOTE: This should return `__args__` if `__origin__` is a tuple,
+        # which should never be the case with how `_GenericAlias` is used
+        # within numpy
+        return None
+
+    def __init__(
+        self,
+        origin: type,
+        args: object | tuple[object, ...],
+        starred: bool = False,
+    ) -> None:
+        self._origin = origin
+        self._args = args if isinstance(args, tuple) else (args,)
+        self._parameters = tuple(_parse_parameters(self.__args__))
+        self._starred = starred
+
+    @property
+    def __call__(self) -> type[Any]:
+        return self.__origin__
+
+    def __reduce__(self: _T) -> tuple[
+        type[_T],
+        tuple[type[Any], tuple[object, ...], bool],
+    ]:
+        cls = type(self)
+        return cls, (self.__origin__, self.__args__, self.__unpacked__)
+
+    def __mro_entries__(self, bases: Iterable[object]) -> tuple[type[Any]]:
+        return (self.__origin__,)
+
+    def __dir__(self) -> list[str]:
+        """Implement ``dir(self)``."""
+        cls = type(self)
+        dir_origin = set(dir(self.__origin__))
+        return sorted(cls._ATTR_EXCEPTIONS | dir_origin)
+
+    def __hash__(self) -> int:
+        """Return ``hash(self)``."""
+        # Attempt to use the cached hash
+        try:
+            return super().__getattribute__("_hash")
+        except AttributeError:
+            self._hash: int = (
+                hash(self.__origin__) ^
+                hash(self.__args__) ^
+                hash(self.__unpacked__)
+            )
+            return super().__getattribute__("_hash")
+
+    def __instancecheck__(self, obj: object) -> NoReturn:
+        """Check if an `obj` is an instance."""
+        raise TypeError("isinstance() argument 2 cannot be a "
+                        "parameterized generic")
+
+    def __subclasscheck__(self, cls: type) -> NoReturn:
+        """Check if a `cls` is a subclass."""
+        raise TypeError("issubclass() argument 2 cannot be a "
+                        "parameterized generic")
+
+    def __repr__(self) -> str:
+        """Return ``repr(self)``."""
+        args = ", ".join(_to_str(i) for i in self.__args__)
+        origin = _to_str(self.__origin__)
+        prefix = "*" if self.__unpacked__ else ""
+        return f"{prefix}{origin}[{args}]"
+
+    def __getitem__(self: _T, key: object | tuple[object, ...]) -> _T:
+        """Return ``self[key]``."""
+        key_tup = key if isinstance(key, tuple) else (key,)
+
+        if len(self.__parameters__) == 0:
+            raise TypeError(f"There are no type variables left in {self}")
+        elif len(key_tup) > len(self.__parameters__):
+            raise TypeError(f"Too many arguments for {self}")
+        elif len(key_tup) < len(self.__parameters__):
+            raise TypeError(f"Too few arguments for {self}")
+
+        key_iter = iter(key_tup)
+        return _reconstruct_alias(self, key_iter)
+
+    def __eq__(self, value: object) -> bool:
+        """Return ``self == value``."""
+        if not isinstance(value, _GENERIC_ALIAS_TYPE):
+            return NotImplemented
+        return (
+            self.__origin__ == value.__origin__ and
+            self.__args__ == value.__args__ and
+            self.__unpacked__ == getattr(
+                value, "__unpacked__", self.__unpacked__
+            )
+        )
+
+    def __iter__(self: _T) -> Generator[_T, None, None]:
+        """Return ``iter(self)``."""
+        cls = type(self)
+        yield cls(self.__origin__, self.__args__, True)
+
+    _ATTR_EXCEPTIONS: ClassVar[frozenset[str]] = frozenset({
+        "__origin__",
+        "__args__",
+        "__parameters__",
+        "__mro_entries__",
+        "__reduce__",
+        "__reduce_ex__",
+        "__copy__",
+        "__deepcopy__",
+        "__unpacked__",
+        "__typing_unpacked_tuple_args__",
+        "__class__",
+    })
+
+    def __getattribute__(self, name: str) -> Any:
+        """Return ``getattr(self, name)``."""
+        # Pull the attribute from `__origin__` unless its
+        # name is in `_ATTR_EXCEPTIONS`
+        cls = type(self)
+        if name in cls._ATTR_EXCEPTIONS:
+            return super().__getattribute__(name)
+        return getattr(self.__origin__, name)
+
+
+# See `_GenericAlias.__eq__`
+if sys.version_info >= (3, 9):
+    _GENERIC_ALIAS_TYPE = (_GenericAlias, types.GenericAlias)
+else:
+    _GENERIC_ALIAS_TYPE = (_GenericAlias,)
+
+ScalarType = TypeVar("ScalarType", bound=np.generic, covariant=True)
+
+if TYPE_CHECKING or sys.version_info >= (3, 9):
+    _DType = np.dtype[ScalarType]
+    NDArray = np.ndarray[Any, np.dtype[ScalarType]]
+else:
+    _DType = _GenericAlias(np.dtype, (ScalarType,))
+    NDArray = _GenericAlias(np.ndarray, (Any, _DType))
diff --git a/venv/lib/python3.8/site-packages/numpy/_typing/_nbit.py b/venv/lib/python3.8/site-packages/numpy/_typing/_nbit.py
new file mode 120000
index 0000000..0114dd5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/_typing/_nbit.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f8/44/0e/4a11e9077af7d1be1154472bb90453713685019c2da8227806cbe91330
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/_typing/_nested_sequence.py b/venv/lib/python3.8/site-packages/numpy/_typing/_nested_sequence.py
new file mode 120000
index 0000000..a8d1023
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/_typing/_nested_sequence.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/04/56/f4/908ebef8db3458212b086d6ebeac036e8633e76d1bb115a3927a8fce53
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/_typing/_scalars.py b/venv/lib/python3.8/site-packages/numpy/_typing/_scalars.py
new file mode 120000
index 0000000..df0c99c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/_typing/_scalars.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/09/1a/22/340619a842ee6d1da16e9940e6aa26fa4e2452958b357e06817f07962d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/_typing/_shape.py b/venv/lib/python3.8/site-packages/numpy/_typing/_shape.py
new file mode 120000
index 0000000..e333705
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/_typing/_shape.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b6/c3/03/678d4605533d3e219adc6a465768045b13f9edcec7aa63cc58aae4090a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/_typing/_ufunc.pyi b/venv/lib/python3.8/site-packages/numpy/_typing/_ufunc.pyi
new file mode 100644
index 0000000..9f8e0d4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/_typing/_ufunc.pyi
@@ -0,0 +1,445 @@
+"""A module with private type-check-only `numpy.ufunc` subclasses.
+
+The signatures of the ufuncs are too varied to reasonably type
+with a single class. So instead, `ufunc` has been expanded into
+four private subclasses, one for each combination of
+`~ufunc.nin` and `~ufunc.nout`.
+
+"""
+
+from typing import (
+    Any,
+    Generic,
+    overload,
+    TypeVar,
+    Literal,
+    SupportsIndex,
+    Protocol,
+)
+
+from numpy import ufunc, _CastingKind, _OrderKACF
+from numpy.typing import NDArray
+
+from ._shape import _ShapeLike
+from ._scalars import _ScalarLike_co
+from ._array_like import ArrayLike, _ArrayLikeBool_co, _ArrayLikeInt_co
+from ._dtype_like import DTypeLike
+
+_T = TypeVar("_T")
+_2Tuple = tuple[_T, _T]
+_3Tuple = tuple[_T, _T, _T]
+_4Tuple = tuple[_T, _T, _T, _T]
+
+_NTypes = TypeVar("_NTypes", bound=int)
+_IDType = TypeVar("_IDType", bound=Any)
+_NameType = TypeVar("_NameType", bound=str)
+
+
+class _SupportsArrayUFunc(Protocol):
+    def __array_ufunc__(
+        self,
+        ufunc: ufunc,
+        method: Literal["__call__", "reduce", "reduceat", "accumulate", "outer", "inner"],
+        *inputs: Any,
+        **kwargs: Any,
+    ) -> Any: ...
+
+
+# NOTE: In reality `extobj` should be a length of list 3 containing an
+# int, an int, and a callable, but there's no way to properly express
+# non-homogenous lists.
+# Use `Any` over `Union` to avoid issues related to lists invariance.
+
+# NOTE: `reduce`, `accumulate`, `reduceat` and `outer` raise a ValueError for
+# ufuncs that don't accept two input arguments and return one output argument.
+# In such cases the respective methods are simply typed as `None`.
+
+# NOTE: Similarly, `at` won't be defined for ufuncs that return
+# multiple outputs; in such cases `at` is typed as `None`
+
+# NOTE: If 2 output types are returned then `out` must be a
+# 2-tuple of arrays. Otherwise `None` or a plain array are also acceptable
+
+class _UFunc_Nin1_Nout1(ufunc, Generic[_NameType, _NTypes, _IDType]):  # type: ignore[misc]
+    @property
+    def __name__(self) -> _NameType: ...
+    @property
+    def ntypes(self) -> _NTypes: ...
+    @property
+    def identity(self) -> _IDType: ...
+    @property
+    def nin(self) -> Literal[1]: ...
+    @property
+    def nout(self) -> Literal[1]: ...
+    @property
+    def nargs(self) -> Literal[2]: ...
+    @property
+    def signature(self) -> None: ...
+    @property
+    def reduce(self) -> None: ...
+    @property
+    def accumulate(self) -> None: ...
+    @property
+    def reduceat(self) -> None: ...
+    @property
+    def outer(self) -> None: ...
+
+    @overload
+    def __call__(
+        self,
+        __x1: _ScalarLike_co,
+        out: None = ...,
+        *,
+        where: None | _ArrayLikeBool_co = ...,
+        casting: _CastingKind = ...,
+        order: _OrderKACF = ...,
+        dtype: DTypeLike = ...,
+        subok: bool = ...,
+        signature: str | _2Tuple[None | str] = ...,
+        extobj: list[Any] = ...,
+    ) -> Any: ...
+    @overload
+    def __call__(
+        self,
+        __x1: ArrayLike,
+        out: None | NDArray[Any] | tuple[NDArray[Any]] = ...,
+        *,
+        where: None | _ArrayLikeBool_co = ...,
+        casting: _CastingKind = ...,
+        order: _OrderKACF = ...,
+        dtype: DTypeLike = ...,
+        subok: bool = ...,
+        signature: str | _2Tuple[None | str] = ...,
+        extobj: list[Any] = ...,
+    ) -> NDArray[Any]: ...
+    @overload
+    def __call__(
+        self,
+        __x1: _SupportsArrayUFunc,
+        out: None | NDArray[Any] | tuple[NDArray[Any]] = ...,
+        *,
+        where: None | _ArrayLikeBool_co = ...,
+        casting: _CastingKind = ...,
+        order: _OrderKACF = ...,
+        dtype: DTypeLike = ...,
+        subok: bool = ...,
+        signature: str | _2Tuple[None | str] = ...,
+        extobj: list[Any] = ...,
+    ) -> Any: ...
+
+    def at(
+        self,
+        a: _SupportsArrayUFunc,
+        indices: _ArrayLikeInt_co,
+        /,
+    ) -> None: ...
+
+class _UFunc_Nin2_Nout1(ufunc, Generic[_NameType, _NTypes, _IDType]):  # type: ignore[misc]
+    @property
+    def __name__(self) -> _NameType: ...
+    @property
+    def ntypes(self) -> _NTypes: ...
+    @property
+    def identity(self) -> _IDType: ...
+    @property
+    def nin(self) -> Literal[2]: ...
+    @property
+    def nout(self) -> Literal[1]: ...
+    @property
+    def nargs(self) -> Literal[3]: ...
+    @property
+    def signature(self) -> None: ...
+
+    @overload
+    def __call__(
+        self,
+        __x1: _ScalarLike_co,
+        __x2: _ScalarLike_co,
+        out: None = ...,
+        *,
+        where: None | _ArrayLikeBool_co = ...,
+        casting: _CastingKind = ...,
+        order: _OrderKACF = ...,
+        dtype: DTypeLike = ...,
+        subok: bool = ...,
+        signature: str | _3Tuple[None | str] = ...,
+        extobj: list[Any] = ...,
+    ) -> Any: ...
+    @overload
+    def __call__(
+        self,
+        __x1: ArrayLike,
+        __x2: ArrayLike,
+        out: None | NDArray[Any] | tuple[NDArray[Any]] = ...,
+        *,
+        where: None | _ArrayLikeBool_co = ...,
+        casting: _CastingKind = ...,
+        order: _OrderKACF = ...,
+        dtype: DTypeLike = ...,
+        subok: bool = ...,
+        signature: str | _3Tuple[None | str] = ...,
+        extobj: list[Any] = ...,
+    ) -> NDArray[Any]: ...
+
+    def at(
+        self,
+        a: NDArray[Any],
+        indices: _ArrayLikeInt_co,
+        b: ArrayLike,
+        /,
+    ) -> None: ...
+
+    def reduce(
+        self,
+        array: ArrayLike,
+        axis: None | _ShapeLike = ...,
+        dtype: DTypeLike = ...,
+        out: None | NDArray[Any] = ...,
+        keepdims: bool = ...,
+        initial: Any = ...,
+        where: _ArrayLikeBool_co = ...,
+    ) -> Any: ...
+
+    def accumulate(
+        self,
+        array: ArrayLike,
+        axis: SupportsIndex = ...,
+        dtype: DTypeLike = ...,
+        out: None | NDArray[Any] = ...,
+    ) -> NDArray[Any]: ...
+
+    def reduceat(
+        self,
+        array: ArrayLike,
+        indices: _ArrayLikeInt_co,
+        axis: SupportsIndex = ...,
+        dtype: DTypeLike = ...,
+        out: None | NDArray[Any] = ...,
+    ) -> NDArray[Any]: ...
+
+    # Expand `**kwargs` into explicit keyword-only arguments
+    @overload
+    def outer(
+        self,
+        A: _ScalarLike_co,
+        B: _ScalarLike_co,
+        /, *,
+        out: None = ...,
+        where: None | _ArrayLikeBool_co = ...,
+        casting: _CastingKind = ...,
+        order: _OrderKACF = ...,
+        dtype: DTypeLike = ...,
+        subok: bool = ...,
+        signature: str | _3Tuple[None | str] = ...,
+        extobj: list[Any] = ...,
+    ) -> Any: ...
+    @overload
+    def outer(  # type: ignore[misc]
+        self,
+        A: ArrayLike,
+        B: ArrayLike,
+        /, *,
+        out: None | NDArray[Any] | tuple[NDArray[Any]] = ...,
+        where: None | _ArrayLikeBool_co = ...,
+        casting: _CastingKind = ...,
+        order: _OrderKACF = ...,
+        dtype: DTypeLike = ...,
+        subok: bool = ...,
+        signature: str | _3Tuple[None | str] = ...,
+        extobj: list[Any] = ...,
+    ) -> NDArray[Any]: ...
+
+class _UFunc_Nin1_Nout2(ufunc, Generic[_NameType, _NTypes, _IDType]):  # type: ignore[misc]
+    @property
+    def __name__(self) -> _NameType: ...
+    @property
+    def ntypes(self) -> _NTypes: ...
+    @property
+    def identity(self) -> _IDType: ...
+    @property
+    def nin(self) -> Literal[1]: ...
+    @property
+    def nout(self) -> Literal[2]: ...
+    @property
+    def nargs(self) -> Literal[3]: ...
+    @property
+    def signature(self) -> None: ...
+    @property
+    def at(self) -> None: ...
+    @property
+    def reduce(self) -> None: ...
+    @property
+    def accumulate(self) -> None: ...
+    @property
+    def reduceat(self) -> None: ...
+    @property
+    def outer(self) -> None: ...
+
+    @overload
+    def __call__(
+        self,
+        __x1: _ScalarLike_co,
+        __out1: None = ...,
+        __out2: None = ...,
+        *,
+        where: None | _ArrayLikeBool_co = ...,
+        casting: _CastingKind = ...,
+        order: _OrderKACF = ...,
+        dtype: DTypeLike = ...,
+        subok: bool = ...,
+        signature: str | _3Tuple[None | str] = ...,
+        extobj: list[Any] = ...,
+    ) -> _2Tuple[Any]: ...
+    @overload
+    def __call__(
+        self,
+        __x1: ArrayLike,
+        __out1: None | NDArray[Any] = ...,
+        __out2: None | NDArray[Any] = ...,
+        *,
+        out: _2Tuple[NDArray[Any]] = ...,
+        where: None | _ArrayLikeBool_co = ...,
+        casting: _CastingKind = ...,
+        order: _OrderKACF = ...,
+        dtype: DTypeLike = ...,
+        subok: bool = ...,
+        signature: str | _3Tuple[None | str] = ...,
+        extobj: list[Any] = ...,
+    ) -> _2Tuple[NDArray[Any]]: ...
+    @overload
+    def __call__(
+        self,
+        __x1: _SupportsArrayUFunc,
+        __out1: None | NDArray[Any] = ...,
+        __out2: None | NDArray[Any] = ...,
+        *,
+        out: _2Tuple[NDArray[Any]] = ...,
+        where: None | _ArrayLikeBool_co = ...,
+        casting: _CastingKind = ...,
+        order: _OrderKACF = ...,
+        dtype: DTypeLike = ...,
+        subok: bool = ...,
+        signature: str | _3Tuple[None | str] = ...,
+        extobj: list[Any] = ...,
+    ) -> _2Tuple[Any]: ...
+
+class _UFunc_Nin2_Nout2(ufunc, Generic[_NameType, _NTypes, _IDType]):  # type: ignore[misc]
+    @property
+    def __name__(self) -> _NameType: ...
+    @property
+    def ntypes(self) -> _NTypes: ...
+    @property
+    def identity(self) -> _IDType: ...
+    @property
+    def nin(self) -> Literal[2]: ...
+    @property
+    def nout(self) -> Literal[2]: ...
+    @property
+    def nargs(self) -> Literal[4]: ...
+    @property
+    def signature(self) -> None: ...
+    @property
+    def at(self) -> None: ...
+    @property
+    def reduce(self) -> None: ...
+    @property
+    def accumulate(self) -> None: ...
+    @property
+    def reduceat(self) -> None: ...
+    @property
+    def outer(self) -> None: ...
+
+    @overload
+    def __call__(
+        self,
+        __x1: _ScalarLike_co,
+        __x2: _ScalarLike_co,
+        __out1: None = ...,
+        __out2: None = ...,
+        *,
+        where: None | _ArrayLikeBool_co = ...,
+        casting: _CastingKind = ...,
+        order: _OrderKACF = ...,
+        dtype: DTypeLike = ...,
+        subok: bool = ...,
+        signature: str | _4Tuple[None | str] = ...,
+        extobj: list[Any] = ...,
+    ) -> _2Tuple[Any]: ...
+    @overload
+    def __call__(
+        self,
+        __x1: ArrayLike,
+        __x2: ArrayLike,
+        __out1: None | NDArray[Any] = ...,
+        __out2: None | NDArray[Any] = ...,
+        *,
+        out: _2Tuple[NDArray[Any]] = ...,
+        where: None | _ArrayLikeBool_co = ...,
+        casting: _CastingKind = ...,
+        order: _OrderKACF = ...,
+        dtype: DTypeLike = ...,
+        subok: bool = ...,
+        signature: str | _4Tuple[None | str] = ...,
+        extobj: list[Any] = ...,
+    ) -> _2Tuple[NDArray[Any]]: ...
+
+class _GUFunc_Nin2_Nout1(ufunc, Generic[_NameType, _NTypes, _IDType]):  # type: ignore[misc]
+    @property
+    def __name__(self) -> _NameType: ...
+    @property
+    def ntypes(self) -> _NTypes: ...
+    @property
+    def identity(self) -> _IDType: ...
+    @property
+    def nin(self) -> Literal[2]: ...
+    @property
+    def nout(self) -> Literal[1]: ...
+    @property
+    def nargs(self) -> Literal[3]: ...
+
+    # NOTE: In practice the only gufunc in the main namespace is `matmul`,
+    # so we can use its signature here
+    @property
+    def signature(self) -> Literal["(n?,k),(k,m?)->(n?,m?)"]: ...
+    @property
+    def reduce(self) -> None: ...
+    @property
+    def accumulate(self) -> None: ...
+    @property
+    def reduceat(self) -> None: ...
+    @property
+    def outer(self) -> None: ...
+    @property
+    def at(self) -> None: ...
+
+    # Scalar for 1D array-likes; ndarray otherwise
+    @overload
+    def __call__(
+        self,
+        __x1: ArrayLike,
+        __x2: ArrayLike,
+        out: None = ...,
+        *,
+        casting: _CastingKind = ...,
+        order: _OrderKACF = ...,
+        dtype: DTypeLike = ...,
+        subok: bool = ...,
+        signature: str | _3Tuple[None | str] = ...,
+        extobj: list[Any] = ...,
+        axes: list[_2Tuple[SupportsIndex]] = ...,
+    ) -> Any: ...
+    @overload
+    def __call__(
+        self,
+        __x1: ArrayLike,
+        __x2: ArrayLike,
+        out: NDArray[Any] | tuple[NDArray[Any]],
+        *,
+        casting: _CastingKind = ...,
+        order: _OrderKACF = ...,
+        dtype: DTypeLike = ...,
+        subok: bool = ...,
+        signature: str | _3Tuple[None | str] = ...,
+        extobj: list[Any] = ...,
+        axes: list[_2Tuple[SupportsIndex]] = ...,
+    ) -> NDArray[Any]: ...
diff --git a/venv/lib/python3.8/site-packages/numpy/_typing/setup.py b/venv/lib/python3.8/site-packages/numpy/_typing/setup.py
new file mode 120000
index 0000000..a311367
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/_typing/setup.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/48/4d/10/e873ea0e35947dc780e325e090823ccb7cfb122485d19f8c370388c86e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/_version.py b/venv/lib/python3.8/site-packages/numpy/_version.py
new file mode 100644
index 0000000..2fa3340
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/_version.py
@@ -0,0 +1,21 @@
+
+# This file was generated by 'versioneer.py' (0.19) from
+# revision-control system data, or from the parent directory name of an
+# unpacked source archive. Distribution tarballs contain a pre-generated copy
+# of this file.
+
+import json
+
+version_json = '''
+{
+ "date": "2022-09-09T08:07:53-0500",
+ "dirty": false,
+ "error": null,
+ "full-revisionid": "e47cbb69bebf36007c3ea009aee03e4bfe3b3f3d",
+ "version": "1.23.3"
+}
+'''  # END VERSION_JSON
+
+
+def get_versions():
+    return json.loads(version_json)
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diff --git a/venv/lib/python3.8/site-packages/numpy/array_api/linalg.py b/venv/lib/python3.8/site-packages/numpy/array_api/linalg.py
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@@ -0,0 +1,423 @@
+from __future__ import annotations
+
+from ._dtypes import _floating_dtypes, _numeric_dtypes
+from ._array_object import Array
+
+from typing import TYPE_CHECKING
+if TYPE_CHECKING:
+    from ._typing import Literal, Optional, Sequence, Tuple, Union
+
+from typing import NamedTuple
+
+import numpy.linalg
+import numpy as np
+
+class EighResult(NamedTuple):
+    eigenvalues: Array
+    eigenvectors: Array
+
+class QRResult(NamedTuple):
+    Q: Array
+    R: Array
+
+class SlogdetResult(NamedTuple):
+    sign: Array
+    logabsdet: Array
+
+class SVDResult(NamedTuple):
+    U: Array
+    S: Array
+    Vh: Array
+
+# Note: the inclusion of the upper keyword is different from
+# np.linalg.cholesky, which does not have it.
+def cholesky(x: Array, /, *, upper: bool = False) -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.linalg.cholesky <numpy.linalg.cholesky>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to floating-point dtypes only is different from
+    # np.linalg.cholesky.
+    if x.dtype not in _floating_dtypes:
+        raise TypeError('Only floating-point dtypes are allowed in cholesky')
+    L = np.linalg.cholesky(x._array)
+    if upper:
+        return Array._new(L).mT
+    return Array._new(L)
+
+# Note: cross is the numpy top-level namespace, not np.linalg
+def cross(x1: Array, x2: Array, /, *, axis: int = -1) -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.cross <numpy.cross>`.
+
+    See its docstring for more information.
+    """
+    if x1.dtype not in _numeric_dtypes or x2.dtype not in _numeric_dtypes:
+        raise TypeError('Only numeric dtypes are allowed in cross')
+    # Note: this is different from np.cross(), which broadcasts
+    if x1.shape != x2.shape:
+        raise ValueError('x1 and x2 must have the same shape')
+    if x1.ndim == 0:
+        raise ValueError('cross() requires arrays of dimension at least 1')
+    # Note: this is different from np.cross(), which allows dimension 2
+    if x1.shape[axis] != 3:
+        raise ValueError('cross() dimension must equal 3')
+    return Array._new(np.cross(x1._array, x2._array, axis=axis))
+
+def det(x: Array, /) -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.linalg.det <numpy.linalg.det>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to floating-point dtypes only is different from
+    # np.linalg.det.
+    if x.dtype not in _floating_dtypes:
+        raise TypeError('Only floating-point dtypes are allowed in det')
+    return Array._new(np.linalg.det(x._array))
+
+# Note: diagonal is the numpy top-level namespace, not np.linalg
+def diagonal(x: Array, /, *, offset: int = 0) -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.diagonal <numpy.diagonal>`.
+
+    See its docstring for more information.
+    """
+    # Note: diagonal always operates on the last two axes, whereas np.diagonal
+    # operates on the first two axes by default
+    return Array._new(np.diagonal(x._array, offset=offset, axis1=-2, axis2=-1))
+
+
+def eigh(x: Array, /) -> EighResult:
+    """
+    Array API compatible wrapper for :py:func:`np.linalg.eigh <numpy.linalg.eigh>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to floating-point dtypes only is different from
+    # np.linalg.eigh.
+    if x.dtype not in _floating_dtypes:
+        raise TypeError('Only floating-point dtypes are allowed in eigh')
+
+    # Note: the return type here is a namedtuple, which is different from
+    # np.eigh, which only returns a tuple.
+    return EighResult(*map(Array._new, np.linalg.eigh(x._array)))
+
+
+def eigvalsh(x: Array, /) -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.linalg.eigvalsh <numpy.linalg.eigvalsh>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to floating-point dtypes only is different from
+    # np.linalg.eigvalsh.
+    if x.dtype not in _floating_dtypes:
+        raise TypeError('Only floating-point dtypes are allowed in eigvalsh')
+
+    return Array._new(np.linalg.eigvalsh(x._array))
+
+def inv(x: Array, /) -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.linalg.inv <numpy.linalg.inv>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to floating-point dtypes only is different from
+    # np.linalg.inv.
+    if x.dtype not in _floating_dtypes:
+        raise TypeError('Only floating-point dtypes are allowed in inv')
+
+    return Array._new(np.linalg.inv(x._array))
+
+
+# Note: matmul is the numpy top-level namespace but not in np.linalg
+def matmul(x1: Array, x2: Array, /) -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.matmul <numpy.matmul>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to numeric dtypes only is different from
+    # np.matmul.
+    if x1.dtype not in _numeric_dtypes or x2.dtype not in _numeric_dtypes:
+        raise TypeError('Only numeric dtypes are allowed in matmul')
+
+    return Array._new(np.matmul(x1._array, x2._array))
+
+
+# Note: the name here is different from norm(). The array API norm is split
+# into matrix_norm and vector_norm().
+
+# The type for ord should be Optional[Union[int, float, Literal[np.inf,
+# -np.inf, 'fro', 'nuc']]], but Literal does not support floating-point
+# literals.
+def matrix_norm(x: Array, /, *, keepdims: bool = False, ord: Optional[Union[int, float, Literal['fro', 'nuc']]] = 'fro') -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.linalg.norm <numpy.linalg.norm>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to floating-point dtypes only is different from
+    # np.linalg.norm.
+    if x.dtype not in _floating_dtypes:
+        raise TypeError('Only floating-point dtypes are allowed in matrix_norm')
+
+    return Array._new(np.linalg.norm(x._array, axis=(-2, -1), keepdims=keepdims, ord=ord))
+
+
+def matrix_power(x: Array, n: int, /) -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.matrix_power <numpy.matrix_power>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to floating-point dtypes only is different from
+    # np.linalg.matrix_power.
+    if x.dtype not in _floating_dtypes:
+        raise TypeError('Only floating-point dtypes are allowed for the first argument of matrix_power')
+
+    # np.matrix_power already checks if n is an integer
+    return Array._new(np.linalg.matrix_power(x._array, n))
+
+# Note: the keyword argument name rtol is different from np.linalg.matrix_rank
+def matrix_rank(x: Array, /, *, rtol: Optional[Union[float, Array]] = None) -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.matrix_rank <numpy.matrix_rank>`.
+
+    See its docstring for more information.
+    """
+    # Note: this is different from np.linalg.matrix_rank, which supports 1
+    # dimensional arrays.
+    if x.ndim < 2:
+        raise np.linalg.LinAlgError("1-dimensional array given. Array must be at least two-dimensional")
+    S = np.linalg.svd(x._array, compute_uv=False)
+    if rtol is None:
+        tol = S.max(axis=-1, keepdims=True) * max(x.shape[-2:]) * np.finfo(S.dtype).eps
+    else:
+        if isinstance(rtol, Array):
+            rtol = rtol._array
+        # Note: this is different from np.linalg.matrix_rank, which does not multiply
+        # the tolerance by the largest singular value.
+        tol = S.max(axis=-1, keepdims=True)*np.asarray(rtol)[..., np.newaxis]
+    return Array._new(np.count_nonzero(S > tol, axis=-1))
+
+
+# Note: this function is new in the array API spec. Unlike transpose, it only
+# transposes the last two axes.
+def matrix_transpose(x: Array, /) -> Array:
+    if x.ndim < 2:
+        raise ValueError("x must be at least 2-dimensional for matrix_transpose")
+    return Array._new(np.swapaxes(x._array, -1, -2))
+
+# Note: outer is the numpy top-level namespace, not np.linalg
+def outer(x1: Array, x2: Array, /) -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.outer <numpy.outer>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to numeric dtypes only is different from
+    # np.outer.
+    if x1.dtype not in _numeric_dtypes or x2.dtype not in _numeric_dtypes:
+        raise TypeError('Only numeric dtypes are allowed in outer')
+
+    # Note: the restriction to only 1-dim arrays is different from np.outer
+    if x1.ndim != 1 or x2.ndim != 1:
+        raise ValueError('The input arrays to outer must be 1-dimensional')
+
+    return Array._new(np.outer(x1._array, x2._array))
+
+# Note: the keyword argument name rtol is different from np.linalg.pinv
+def pinv(x: Array, /, *, rtol: Optional[Union[float, Array]] = None) -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.linalg.pinv <numpy.linalg.pinv>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to floating-point dtypes only is different from
+    # np.linalg.pinv.
+    if x.dtype not in _floating_dtypes:
+        raise TypeError('Only floating-point dtypes are allowed in pinv')
+
+    # Note: this is different from np.linalg.pinv, which does not multiply the
+    # default tolerance by max(M, N).
+    if rtol is None:
+        rtol = max(x.shape[-2:]) * np.finfo(x.dtype).eps
+    return Array._new(np.linalg.pinv(x._array, rcond=rtol))
+
+def qr(x: Array, /, *, mode: Literal['reduced', 'complete'] = 'reduced') -> QRResult:
+    """
+    Array API compatible wrapper for :py:func:`np.linalg.qr <numpy.linalg.qr>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to floating-point dtypes only is different from
+    # np.linalg.qr.
+    if x.dtype not in _floating_dtypes:
+        raise TypeError('Only floating-point dtypes are allowed in qr')
+
+    # Note: the return type here is a namedtuple, which is different from
+    # np.linalg.qr, which only returns a tuple.
+    return QRResult(*map(Array._new, np.linalg.qr(x._array, mode=mode)))
+
+def slogdet(x: Array, /) -> SlogdetResult:
+    """
+    Array API compatible wrapper for :py:func:`np.linalg.slogdet <numpy.linalg.slogdet>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to floating-point dtypes only is different from
+    # np.linalg.slogdet.
+    if x.dtype not in _floating_dtypes:
+        raise TypeError('Only floating-point dtypes are allowed in slogdet')
+
+    # Note: the return type here is a namedtuple, which is different from
+    # np.linalg.slogdet, which only returns a tuple.
+    return SlogdetResult(*map(Array._new, np.linalg.slogdet(x._array)))
+
+# Note: unlike np.linalg.solve, the array API solve() only accepts x2 as a
+# vector when it is exactly 1-dimensional. All other cases treat x2 as a stack
+# of matrices. The np.linalg.solve behavior of allowing stacks of both
+# matrices and vectors is ambiguous c.f.
+# https://github.com/numpy/numpy/issues/15349 and
+# https://github.com/data-apis/array-api/issues/285.
+
+# To workaround this, the below is the code from np.linalg.solve except
+# only calling solve1 in the exactly 1D case.
+def _solve(a, b):
+    from ..linalg.linalg import (_makearray, _assert_stacked_2d,
+                                 _assert_stacked_square, _commonType,
+                                 isComplexType, get_linalg_error_extobj,
+                                 _raise_linalgerror_singular)
+    from ..linalg import _umath_linalg
+
+    a, _ = _makearray(a)
+    _assert_stacked_2d(a)
+    _assert_stacked_square(a)
+    b, wrap = _makearray(b)
+    t, result_t = _commonType(a, b)
+
+    # This part is different from np.linalg.solve
+    if b.ndim == 1:
+        gufunc = _umath_linalg.solve1
+    else:
+        gufunc = _umath_linalg.solve
+
+    # This does nothing currently but is left in because it will be relevant
+    # when complex dtype support is added to the spec in 2022.
+    signature = 'DD->D' if isComplexType(t) else 'dd->d'
+    extobj = get_linalg_error_extobj(_raise_linalgerror_singular)
+    r = gufunc(a, b, signature=signature, extobj=extobj)
+
+    return wrap(r.astype(result_t, copy=False))
+
+def solve(x1: Array, x2: Array, /) -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.linalg.solve <numpy.linalg.solve>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to floating-point dtypes only is different from
+    # np.linalg.solve.
+    if x1.dtype not in _floating_dtypes or x2.dtype not in _floating_dtypes:
+        raise TypeError('Only floating-point dtypes are allowed in solve')
+
+    return Array._new(_solve(x1._array, x2._array))
+
+def svd(x: Array, /, *, full_matrices: bool = True) -> SVDResult:
+    """
+    Array API compatible wrapper for :py:func:`np.linalg.svd <numpy.linalg.svd>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to floating-point dtypes only is different from
+    # np.linalg.svd.
+    if x.dtype not in _floating_dtypes:
+        raise TypeError('Only floating-point dtypes are allowed in svd')
+
+    # Note: the return type here is a namedtuple, which is different from
+    # np.svd, which only returns a tuple.
+    return SVDResult(*map(Array._new, np.linalg.svd(x._array, full_matrices=full_matrices)))
+
+# Note: svdvals is not in NumPy (but it is in SciPy). It is equivalent to
+# np.linalg.svd(compute_uv=False).
+def svdvals(x: Array, /) -> Union[Array, Tuple[Array, ...]]:
+    if x.dtype not in _floating_dtypes:
+        raise TypeError('Only floating-point dtypes are allowed in svdvals')
+    return Array._new(np.linalg.svd(x._array, compute_uv=False))
+
+# Note: tensordot is the numpy top-level namespace but not in np.linalg
+
+# Note: axes must be a tuple, unlike np.tensordot where it can be an array or array-like.
+def tensordot(x1: Array, x2: Array, /, *, axes: Union[int, Tuple[Sequence[int], Sequence[int]]] = 2) -> Array:
+    # Note: the restriction to numeric dtypes only is different from
+    # np.tensordot.
+    if x1.dtype not in _numeric_dtypes or x2.dtype not in _numeric_dtypes:
+        raise TypeError('Only numeric dtypes are allowed in tensordot')
+
+    return Array._new(np.tensordot(x1._array, x2._array, axes=axes))
+
+# Note: trace is the numpy top-level namespace, not np.linalg
+def trace(x: Array, /, *, offset: int = 0) -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.trace <numpy.trace>`.
+
+    See its docstring for more information.
+    """
+    if x.dtype not in _numeric_dtypes:
+        raise TypeError('Only numeric dtypes are allowed in trace')
+    # Note: trace always operates on the last two axes, whereas np.trace
+    # operates on the first two axes by default
+    return Array._new(np.asarray(np.trace(x._array, offset=offset, axis1=-2, axis2=-1)))
+
+# Note: vecdot is not in NumPy
+def vecdot(x1: Array, x2: Array, /, *, axis: int = -1) -> Array:
+    if x1.dtype not in _numeric_dtypes or x2.dtype not in _numeric_dtypes:
+        raise TypeError('Only numeric dtypes are allowed in vecdot')
+    ndim = max(x1.ndim, x2.ndim)
+    x1_shape = (1,)*(ndim - x1.ndim) + tuple(x1.shape)
+    x2_shape = (1,)*(ndim - x2.ndim) + tuple(x2.shape)
+    if x1_shape[axis] != x2_shape[axis]:
+        raise ValueError("x1 and x2 must have the same size along the given axis")
+
+    x1_, x2_ = np.broadcast_arrays(x1._array, x2._array)
+    x1_ = np.moveaxis(x1_, axis, -1)
+    x2_ = np.moveaxis(x2_, axis, -1)
+
+    res = x1_[..., None, :] @ x2_[..., None]
+    return Array._new(res[..., 0, 0])
+
+
+# Note: the name here is different from norm(). The array API norm is split
+# into matrix_norm and vector_norm().
+
+# The type for ord should be Optional[Union[int, float, Literal[np.inf,
+# -np.inf]]] but Literal does not support floating-point literals.
+def vector_norm(x: Array, /, *, axis: Optional[Union[int, Tuple[int, ...]]] = None, keepdims: bool = False, ord: Optional[Union[int, float]] = 2) -> Array:
+    """
+    Array API compatible wrapper for :py:func:`np.linalg.norm <numpy.linalg.norm>`.
+
+    See its docstring for more information.
+    """
+    # Note: the restriction to floating-point dtypes only is different from
+    # np.linalg.norm.
+    if x.dtype not in _floating_dtypes:
+        raise TypeError('Only floating-point dtypes are allowed in norm')
+
+    a = x._array
+    if axis is None:
+        a = a.flatten()
+        axis = 0
+    elif isinstance(axis, tuple):
+        # Note: The axis argument supports any number of axes, whereas norm()
+        # only supports a single axis for vector norm.
+        rest = tuple(i for i in range(a.ndim) if i not in axis)
+        newshape = axis + rest
+        a = np.transpose(a, newshape).reshape((np.prod([a.shape[i] for i in axis]), *[a.shape[i] for i in rest]))
+        axis = 0
+    return Array._new(np.linalg.norm(a, axis=axis, keepdims=keepdims, ord=ord))
+
+
+__all__ = ['cholesky', 'cross', 'det', 'diagonal', 'eigh', 'eigvalsh', 'inv', 'matmul', 'matrix_norm', 'matrix_power', 'matrix_rank', 'matrix_transpose', 'outer', 'pinv', 'qr', 'slogdet', 'solve', 'svd', 'svdvals', 'tensordot', 'trace', 'vecdot', 'vector_norm']
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+"""
+Machine arithmetic - determine the parameters of the
+floating-point arithmetic system
+
+Author: Pearu Peterson, September 2003
+
+"""
+__all__ = ['MachAr']
+
+from numpy.core.fromnumeric import any
+from numpy.core._ufunc_config import errstate
+from numpy.core.overrides import set_module
+
+# Need to speed this up...especially for longfloat
+
+# Deprecated 2021-10-20, NumPy 1.22
+@set_module('numpy')
+class MachAr:
+    """
+    Diagnosing machine parameters.
+
+    Attributes
+    ----------
+    ibeta : int
+        Radix in which numbers are represented.
+    it : int
+        Number of base-`ibeta` digits in the floating point mantissa M.
+    machep : int
+        Exponent of the smallest (most negative) power of `ibeta` that,
+        added to 1.0, gives something different from 1.0
+    eps : float
+        Floating-point number ``beta**machep`` (floating point precision)
+    negep : int
+        Exponent of the smallest power of `ibeta` that, subtracted
+        from 1.0, gives something different from 1.0.
+    epsneg : float
+        Floating-point number ``beta**negep``.
+    iexp : int
+        Number of bits in the exponent (including its sign and bias).
+    minexp : int
+        Smallest (most negative) power of `ibeta` consistent with there
+        being no leading zeros in the mantissa.
+    xmin : float
+        Floating-point number ``beta**minexp`` (the smallest [in
+        magnitude] positive floating point number with full precision).
+    maxexp : int
+        Smallest (positive) power of `ibeta` that causes overflow.
+    xmax : float
+        ``(1-epsneg) * beta**maxexp`` (the largest [in magnitude]
+        usable floating value).
+    irnd : int
+        In ``range(6)``, information on what kind of rounding is done
+        in addition, and on how underflow is handled.
+    ngrd : int
+        Number of 'guard digits' used when truncating the product
+        of two mantissas to fit the representation.
+    epsilon : float
+        Same as `eps`.
+    tiny : float
+        An alias for `smallest_normal`, kept for backwards compatibility.
+    huge : float
+        Same as `xmax`.
+    precision : float
+        ``- int(-log10(eps))``
+    resolution : float
+        ``- 10**(-precision)``
+    smallest_normal : float
+        The smallest positive floating point number with 1 as leading bit in
+        the mantissa following IEEE-754. Same as `xmin`.
+    smallest_subnormal : float
+        The smallest positive floating point number with 0 as leading bit in
+        the mantissa following IEEE-754.
+
+    Parameters
+    ----------
+    float_conv : function, optional
+        Function that converts an integer or integer array to a float
+        or float array. Default is `float`.
+    int_conv : function, optional
+        Function that converts a float or float array to an integer or
+        integer array. Default is `int`.
+    float_to_float : function, optional
+        Function that converts a float array to float. Default is `float`.
+        Note that this does not seem to do anything useful in the current
+        implementation.
+    float_to_str : function, optional
+        Function that converts a single float to a string. Default is
+        ``lambda v:'%24.16e' %v``.
+    title : str, optional
+        Title that is printed in the string representation of `MachAr`.
+
+    See Also
+    --------
+    finfo : Machine limits for floating point types.
+    iinfo : Machine limits for integer types.
+
+    References
+    ----------
+    .. [1] Press, Teukolsky, Vetterling and Flannery,
+           "Numerical Recipes in C++," 2nd ed,
+           Cambridge University Press, 2002, p. 31.
+
+    """
+
+    def __init__(self, float_conv=float,int_conv=int,
+                 float_to_float=float,
+                 float_to_str=lambda v:'%24.16e' % v,
+                 title='Python floating point number'):
+        """
+
+        float_conv - convert integer to float (array)
+        int_conv   - convert float (array) to integer
+        float_to_float - convert float array to float
+        float_to_str - convert array float to str
+        title        - description of used floating point numbers
+
+        """
+        # We ignore all errors here because we are purposely triggering
+        # underflow to detect the properties of the runninng arch.
+        with errstate(under='ignore'):
+            self._do_init(float_conv, int_conv, float_to_float, float_to_str, title)
+
+    def _do_init(self, float_conv, int_conv, float_to_float, float_to_str, title):
+        max_iterN = 10000
+        msg = "Did not converge after %d tries with %s"
+        one = float_conv(1)
+        two = one + one
+        zero = one - one
+
+        # Do we really need to do this?  Aren't they 2 and 2.0?
+        # Determine ibeta and beta
+        a = one
+        for _ in range(max_iterN):
+            a = a + a
+            temp = a + one
+            temp1 = temp - a
+            if any(temp1 - one != zero):
+                break
+        else:
+            raise RuntimeError(msg % (_, one.dtype))
+        b = one
+        for _ in range(max_iterN):
+            b = b + b
+            temp = a + b
+            itemp = int_conv(temp-a)
+            if any(itemp != 0):
+                break
+        else:
+            raise RuntimeError(msg % (_, one.dtype))
+        ibeta = itemp
+        beta = float_conv(ibeta)
+
+        # Determine it and irnd
+        it = -1
+        b = one
+        for _ in range(max_iterN):
+            it = it + 1
+            b = b * beta
+            temp = b + one
+            temp1 = temp - b
+            if any(temp1 - one != zero):
+                break
+        else:
+            raise RuntimeError(msg % (_, one.dtype))
+
+        betah = beta / two
+        a = one
+        for _ in range(max_iterN):
+            a = a + a
+            temp = a + one
+            temp1 = temp - a
+            if any(temp1 - one != zero):
+                break
+        else:
+            raise RuntimeError(msg % (_, one.dtype))
+        temp = a + betah
+        irnd = 0
+        if any(temp-a != zero):
+            irnd = 1
+        tempa = a + beta
+        temp = tempa + betah
+        if irnd == 0 and any(temp-tempa != zero):
+            irnd = 2
+
+        # Determine negep and epsneg
+        negep = it + 3
+        betain = one / beta
+        a = one
+        for i in range(negep):
+            a = a * betain
+        b = a
+        for _ in range(max_iterN):
+            temp = one - a
+            if any(temp-one != zero):
+                break
+            a = a * beta
+            negep = negep - 1
+            # Prevent infinite loop on PPC with gcc 4.0:
+            if negep < 0:
+                raise RuntimeError("could not determine machine tolerance "
+                                   "for 'negep', locals() -> %s" % (locals()))
+        else:
+            raise RuntimeError(msg % (_, one.dtype))
+        negep = -negep
+        epsneg = a
+
+        # Determine machep and eps
+        machep = - it - 3
+        a = b
+
+        for _ in range(max_iterN):
+            temp = one + a
+            if any(temp-one != zero):
+                break
+            a = a * beta
+            machep = machep + 1
+        else:
+            raise RuntimeError(msg % (_, one.dtype))
+        eps = a
+
+        # Determine ngrd
+        ngrd = 0
+        temp = one + eps
+        if irnd == 0 and any(temp*one - one != zero):
+            ngrd = 1
+
+        # Determine iexp
+        i = 0
+        k = 1
+        z = betain
+        t = one + eps
+        nxres = 0
+        for _ in range(max_iterN):
+            y = z
+            z = y*y
+            a = z*one  # Check here for underflow
+            temp = z*t
+            if any(a+a == zero) or any(abs(z) >= y):
+                break
+            temp1 = temp * betain
+            if any(temp1*beta == z):
+                break
+            i = i + 1
+            k = k + k
+        else:
+            raise RuntimeError(msg % (_, one.dtype))
+        if ibeta != 10:
+            iexp = i + 1
+            mx = k + k
+        else:
+            iexp = 2
+            iz = ibeta
+            while k >= iz:
+                iz = iz * ibeta
+                iexp = iexp + 1
+            mx = iz + iz - 1
+
+        # Determine minexp and xmin
+        for _ in range(max_iterN):
+            xmin = y
+            y = y * betain
+            a = y * one
+            temp = y * t
+            if any((a + a) != zero) and any(abs(y) < xmin):
+                k = k + 1
+                temp1 = temp * betain
+                if any(temp1*beta == y) and any(temp != y):
+                    nxres = 3
+                    xmin = y
+                    break
+            else:
+                break
+        else:
+            raise RuntimeError(msg % (_, one.dtype))
+        minexp = -k
+
+        # Determine maxexp, xmax
+        if mx <= k + k - 3 and ibeta != 10:
+            mx = mx + mx
+            iexp = iexp + 1
+        maxexp = mx + minexp
+        irnd = irnd + nxres
+        if irnd >= 2:
+            maxexp = maxexp - 2
+        i = maxexp + minexp
+        if ibeta == 2 and not i:
+            maxexp = maxexp - 1
+        if i > 20:
+            maxexp = maxexp - 1
+        if any(a != y):
+            maxexp = maxexp - 2
+        xmax = one - epsneg
+        if any(xmax*one != xmax):
+            xmax = one - beta*epsneg
+        xmax = xmax / (xmin*beta*beta*beta)
+        i = maxexp + minexp + 3
+        for j in range(i):
+            if ibeta == 2:
+                xmax = xmax + xmax
+            else:
+                xmax = xmax * beta
+
+        smallest_subnormal = abs(xmin / beta ** (it))
+
+        self.ibeta = ibeta
+        self.it = it
+        self.negep = negep
+        self.epsneg = float_to_float(epsneg)
+        self._str_epsneg = float_to_str(epsneg)
+        self.machep = machep
+        self.eps = float_to_float(eps)
+        self._str_eps = float_to_str(eps)
+        self.ngrd = ngrd
+        self.iexp = iexp
+        self.minexp = minexp
+        self.xmin = float_to_float(xmin)
+        self._str_xmin = float_to_str(xmin)
+        self.maxexp = maxexp
+        self.xmax = float_to_float(xmax)
+        self._str_xmax = float_to_str(xmax)
+        self.irnd = irnd
+
+        self.title = title
+        # Commonly used parameters
+        self.epsilon = self.eps
+        self.tiny = self.xmin
+        self.huge = self.xmax
+        self.smallest_normal = self.xmin
+        self._str_smallest_normal = float_to_str(self.xmin)
+        self.smallest_subnormal = float_to_float(smallest_subnormal)
+        self._str_smallest_subnormal = float_to_str(smallest_subnormal)
+
+        import math
+        self.precision = int(-math.log10(float_to_float(self.eps)))
+        ten = two + two + two + two + two
+        resolution = ten ** (-self.precision)
+        self.resolution = float_to_float(resolution)
+        self._str_resolution = float_to_str(resolution)
+
+    def __str__(self):
+        fmt = (
+           'Machine parameters for %(title)s\n'
+           '---------------------------------------------------------------------\n'
+           'ibeta=%(ibeta)s it=%(it)s iexp=%(iexp)s ngrd=%(ngrd)s irnd=%(irnd)s\n'
+           'machep=%(machep)s     eps=%(_str_eps)s (beta**machep == epsilon)\n'
+           'negep =%(negep)s  epsneg=%(_str_epsneg)s (beta**epsneg)\n'
+           'minexp=%(minexp)s   xmin=%(_str_xmin)s (beta**minexp == tiny)\n'
+           'maxexp=%(maxexp)s    xmax=%(_str_xmax)s ((1-epsneg)*beta**maxexp == huge)\n'
+           'smallest_normal=%(smallest_normal)s    '
+           'smallest_subnormal=%(smallest_subnormal)s\n'
+           '---------------------------------------------------------------------\n'
+           )
+        return fmt % self.__dict__
+
+
+if __name__ == '__main__':
+    print(MachAr())
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/einsumfunc.py b/venv/lib/python3.8/site-packages/numpy/core/einsumfunc.py
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+"""
+Implementation of optimized einsum.
+
+"""
+import itertools
+import operator
+
+from numpy.core.multiarray import c_einsum
+from numpy.core.numeric import asanyarray, tensordot
+from numpy.core.overrides import array_function_dispatch
+
+__all__ = ['einsum', 'einsum_path']
+
+einsum_symbols = 'abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ'
+einsum_symbols_set = set(einsum_symbols)
+
+
+def _flop_count(idx_contraction, inner, num_terms, size_dictionary):
+    """
+    Computes the number of FLOPS in the contraction.
+
+    Parameters
+    ----------
+    idx_contraction : iterable
+        The indices involved in the contraction
+    inner : bool
+        Does this contraction require an inner product?
+    num_terms : int
+        The number of terms in a contraction
+    size_dictionary : dict
+        The size of each of the indices in idx_contraction
+
+    Returns
+    -------
+    flop_count : int
+        The total number of FLOPS required for the contraction.
+
+    Examples
+    --------
+
+    >>> _flop_count('abc', False, 1, {'a': 2, 'b':3, 'c':5})
+    30
+
+    >>> _flop_count('abc', True, 2, {'a': 2, 'b':3, 'c':5})
+    60
+
+    """
+
+    overall_size = _compute_size_by_dict(idx_contraction, size_dictionary)
+    op_factor = max(1, num_terms - 1)
+    if inner:
+        op_factor += 1
+
+    return overall_size * op_factor
+
+def _compute_size_by_dict(indices, idx_dict):
+    """
+    Computes the product of the elements in indices based on the dictionary
+    idx_dict.
+
+    Parameters
+    ----------
+    indices : iterable
+        Indices to base the product on.
+    idx_dict : dictionary
+        Dictionary of index sizes
+
+    Returns
+    -------
+    ret : int
+        The resulting product.
+
+    Examples
+    --------
+    >>> _compute_size_by_dict('abbc', {'a': 2, 'b':3, 'c':5})
+    90
+
+    """
+    ret = 1
+    for i in indices:
+        ret *= idx_dict[i]
+    return ret
+
+
+def _find_contraction(positions, input_sets, output_set):
+    """
+    Finds the contraction for a given set of input and output sets.
+
+    Parameters
+    ----------
+    positions : iterable
+        Integer positions of terms used in the contraction.
+    input_sets : list
+        List of sets that represent the lhs side of the einsum subscript
+    output_set : set
+        Set that represents the rhs side of the overall einsum subscript
+
+    Returns
+    -------
+    new_result : set
+        The indices of the resulting contraction
+    remaining : list
+        List of sets that have not been contracted, the new set is appended to
+        the end of this list
+    idx_removed : set
+        Indices removed from the entire contraction
+    idx_contraction : set
+        The indices used in the current contraction
+
+    Examples
+    --------
+
+    # A simple dot product test case
+    >>> pos = (0, 1)
+    >>> isets = [set('ab'), set('bc')]
+    >>> oset = set('ac')
+    >>> _find_contraction(pos, isets, oset)
+    ({'a', 'c'}, [{'a', 'c'}], {'b'}, {'a', 'b', 'c'})
+
+    # A more complex case with additional terms in the contraction
+    >>> pos = (0, 2)
+    >>> isets = [set('abd'), set('ac'), set('bdc')]
+    >>> oset = set('ac')
+    >>> _find_contraction(pos, isets, oset)
+    ({'a', 'c'}, [{'a', 'c'}, {'a', 'c'}], {'b', 'd'}, {'a', 'b', 'c', 'd'})
+    """
+
+    idx_contract = set()
+    idx_remain = output_set.copy()
+    remaining = []
+    for ind, value in enumerate(input_sets):
+        if ind in positions:
+            idx_contract |= value
+        else:
+            remaining.append(value)
+            idx_remain |= value
+
+    new_result = idx_remain & idx_contract
+    idx_removed = (idx_contract - new_result)
+    remaining.append(new_result)
+
+    return (new_result, remaining, idx_removed, idx_contract)
+
+
+def _optimal_path(input_sets, output_set, idx_dict, memory_limit):
+    """
+    Computes all possible pair contractions, sieves the results based
+    on ``memory_limit`` and returns the lowest cost path. This algorithm
+    scales factorial with respect to the elements in the list ``input_sets``.
+
+    Parameters
+    ----------
+    input_sets : list
+        List of sets that represent the lhs side of the einsum subscript
+    output_set : set
+        Set that represents the rhs side of the overall einsum subscript
+    idx_dict : dictionary
+        Dictionary of index sizes
+    memory_limit : int
+        The maximum number of elements in a temporary array
+
+    Returns
+    -------
+    path : list
+        The optimal contraction order within the memory limit constraint.
+
+    Examples
+    --------
+    >>> isets = [set('abd'), set('ac'), set('bdc')]
+    >>> oset = set()
+    >>> idx_sizes = {'a': 1, 'b':2, 'c':3, 'd':4}
+    >>> _optimal_path(isets, oset, idx_sizes, 5000)
+    [(0, 2), (0, 1)]
+    """
+
+    full_results = [(0, [], input_sets)]
+    for iteration in range(len(input_sets) - 1):
+        iter_results = []
+
+        # Compute all unique pairs
+        for curr in full_results:
+            cost, positions, remaining = curr
+            for con in itertools.combinations(range(len(input_sets) - iteration), 2):
+
+                # Find the contraction
+                cont = _find_contraction(con, remaining, output_set)
+                new_result, new_input_sets, idx_removed, idx_contract = cont
+
+                # Sieve the results based on memory_limit
+                new_size = _compute_size_by_dict(new_result, idx_dict)
+                if new_size > memory_limit:
+                    continue
+
+                # Build (total_cost, positions, indices_remaining)
+                total_cost =  cost + _flop_count(idx_contract, idx_removed, len(con), idx_dict)
+                new_pos = positions + [con]
+                iter_results.append((total_cost, new_pos, new_input_sets))
+
+        # Update combinatorial list, if we did not find anything return best
+        # path + remaining contractions
+        if iter_results:
+            full_results = iter_results
+        else:
+            path = min(full_results, key=lambda x: x[0])[1]
+            path += [tuple(range(len(input_sets) - iteration))]
+            return path
+
+    # If we have not found anything return single einsum contraction
+    if len(full_results) == 0:
+        return [tuple(range(len(input_sets)))]
+
+    path = min(full_results, key=lambda x: x[0])[1]
+    return path
+
+def _parse_possible_contraction(positions, input_sets, output_set, idx_dict, memory_limit, path_cost, naive_cost):
+    """Compute the cost (removed size + flops) and resultant indices for
+    performing the contraction specified by ``positions``.
+
+    Parameters
+    ----------
+    positions : tuple of int
+        The locations of the proposed tensors to contract.
+    input_sets : list of sets
+        The indices found on each tensors.
+    output_set : set
+        The output indices of the expression.
+    idx_dict : dict
+        Mapping of each index to its size.
+    memory_limit : int
+        The total allowed size for an intermediary tensor.
+    path_cost : int
+        The contraction cost so far.
+    naive_cost : int
+        The cost of the unoptimized expression.
+
+    Returns
+    -------
+    cost : (int, int)
+        A tuple containing the size of any indices removed, and the flop cost.
+    positions : tuple of int
+        The locations of the proposed tensors to contract.
+    new_input_sets : list of sets
+        The resulting new list of indices if this proposed contraction is performed.
+
+    """
+
+    # Find the contraction
+    contract = _find_contraction(positions, input_sets, output_set)
+    idx_result, new_input_sets, idx_removed, idx_contract = contract
+
+    # Sieve the results based on memory_limit
+    new_size = _compute_size_by_dict(idx_result, idx_dict)
+    if new_size > memory_limit:
+        return None
+
+    # Build sort tuple
+    old_sizes = (_compute_size_by_dict(input_sets[p], idx_dict) for p in positions)
+    removed_size = sum(old_sizes) - new_size
+
+    # NB: removed_size used to be just the size of any removed indices i.e.:
+    #     helpers.compute_size_by_dict(idx_removed, idx_dict)
+    cost = _flop_count(idx_contract, idx_removed, len(positions), idx_dict)
+    sort = (-removed_size, cost)
+
+    # Sieve based on total cost as well
+    if (path_cost + cost) > naive_cost:
+        return None
+
+    # Add contraction to possible choices
+    return [sort, positions, new_input_sets]
+
+
+def _update_other_results(results, best):
+    """Update the positions and provisional input_sets of ``results`` based on
+    performing the contraction result ``best``. Remove any involving the tensors
+    contracted.
+
+    Parameters
+    ----------
+    results : list
+        List of contraction results produced by ``_parse_possible_contraction``.
+    best : list
+        The best contraction of ``results`` i.e. the one that will be performed.
+
+    Returns
+    -------
+    mod_results : list
+        The list of modified results, updated with outcome of ``best`` contraction.
+    """
+
+    best_con = best[1]
+    bx, by = best_con
+    mod_results = []
+
+    for cost, (x, y), con_sets in results:
+
+        # Ignore results involving tensors just contracted
+        if x in best_con or y in best_con:
+            continue
+
+        # Update the input_sets
+        del con_sets[by - int(by > x) - int(by > y)]
+        del con_sets[bx - int(bx > x) - int(bx > y)]
+        con_sets.insert(-1, best[2][-1])
+
+        # Update the position indices
+        mod_con = x - int(x > bx) - int(x > by), y - int(y > bx) - int(y > by)
+        mod_results.append((cost, mod_con, con_sets))
+
+    return mod_results
+
+def _greedy_path(input_sets, output_set, idx_dict, memory_limit):
+    """
+    Finds the path by contracting the best pair until the input list is
+    exhausted. The best pair is found by minimizing the tuple
+    ``(-prod(indices_removed), cost)``.  What this amounts to is prioritizing
+    matrix multiplication or inner product operations, then Hadamard like
+    operations, and finally outer operations. Outer products are limited by
+    ``memory_limit``. This algorithm scales cubically with respect to the
+    number of elements in the list ``input_sets``.
+
+    Parameters
+    ----------
+    input_sets : list
+        List of sets that represent the lhs side of the einsum subscript
+    output_set : set
+        Set that represents the rhs side of the overall einsum subscript
+    idx_dict : dictionary
+        Dictionary of index sizes
+    memory_limit : int
+        The maximum number of elements in a temporary array
+
+    Returns
+    -------
+    path : list
+        The greedy contraction order within the memory limit constraint.
+
+    Examples
+    --------
+    >>> isets = [set('abd'), set('ac'), set('bdc')]
+    >>> oset = set()
+    >>> idx_sizes = {'a': 1, 'b':2, 'c':3, 'd':4}
+    >>> _greedy_path(isets, oset, idx_sizes, 5000)
+    [(0, 2), (0, 1)]
+    """
+
+    # Handle trivial cases that leaked through
+    if len(input_sets) == 1:
+        return [(0,)]
+    elif len(input_sets) == 2:
+        return [(0, 1)]
+
+    # Build up a naive cost
+    contract = _find_contraction(range(len(input_sets)), input_sets, output_set)
+    idx_result, new_input_sets, idx_removed, idx_contract = contract
+    naive_cost = _flop_count(idx_contract, idx_removed, len(input_sets), idx_dict)
+
+    # Initially iterate over all pairs
+    comb_iter = itertools.combinations(range(len(input_sets)), 2)
+    known_contractions = []
+
+    path_cost = 0
+    path = []
+
+    for iteration in range(len(input_sets) - 1):
+
+        # Iterate over all pairs on first step, only previously found pairs on subsequent steps
+        for positions in comb_iter:
+
+            # Always initially ignore outer products
+            if input_sets[positions[0]].isdisjoint(input_sets[positions[1]]):
+                continue
+
+            result = _parse_possible_contraction(positions, input_sets, output_set, idx_dict, memory_limit, path_cost,
+                                                 naive_cost)
+            if result is not None:
+                known_contractions.append(result)
+
+        # If we do not have a inner contraction, rescan pairs including outer products
+        if len(known_contractions) == 0:
+
+            # Then check the outer products
+            for positions in itertools.combinations(range(len(input_sets)), 2):
+                result = _parse_possible_contraction(positions, input_sets, output_set, idx_dict, memory_limit,
+                                                     path_cost, naive_cost)
+                if result is not None:
+                    known_contractions.append(result)
+
+            # If we still did not find any remaining contractions, default back to einsum like behavior
+            if len(known_contractions) == 0:
+                path.append(tuple(range(len(input_sets))))
+                break
+
+        # Sort based on first index
+        best = min(known_contractions, key=lambda x: x[0])
+
+        # Now propagate as many unused contractions as possible to next iteration
+        known_contractions = _update_other_results(known_contractions, best)
+
+        # Next iteration only compute contractions with the new tensor
+        # All other contractions have been accounted for
+        input_sets = best[2]
+        new_tensor_pos = len(input_sets) - 1
+        comb_iter = ((i, new_tensor_pos) for i in range(new_tensor_pos))
+
+        # Update path and total cost
+        path.append(best[1])
+        path_cost += best[0][1]
+
+    return path
+
+
+def _can_dot(inputs, result, idx_removed):
+    """
+    Checks if we can use BLAS (np.tensordot) call and its beneficial to do so.
+
+    Parameters
+    ----------
+    inputs : list of str
+        Specifies the subscripts for summation.
+    result : str
+        Resulting summation.
+    idx_removed : set
+        Indices that are removed in the summation
+
+
+    Returns
+    -------
+    type : bool
+        Returns true if BLAS should and can be used, else False
+
+    Notes
+    -----
+    If the operations is BLAS level 1 or 2 and is not already aligned
+    we default back to einsum as the memory movement to copy is more
+    costly than the operation itself.
+
+
+    Examples
+    --------
+
+    # Standard GEMM operation
+    >>> _can_dot(['ij', 'jk'], 'ik', set('j'))
+    True
+
+    # Can use the standard BLAS, but requires odd data movement
+    >>> _can_dot(['ijj', 'jk'], 'ik', set('j'))
+    False
+
+    # DDOT where the memory is not aligned
+    >>> _can_dot(['ijk', 'ikj'], '', set('ijk'))
+    False
+
+    """
+
+    # All `dot` calls remove indices
+    if len(idx_removed) == 0:
+        return False
+
+    # BLAS can only handle two operands
+    if len(inputs) != 2:
+        return False
+
+    input_left, input_right = inputs
+
+    for c in set(input_left + input_right):
+        # can't deal with repeated indices on same input or more than 2 total
+        nl, nr = input_left.count(c), input_right.count(c)
+        if (nl > 1) or (nr > 1) or (nl + nr > 2):
+            return False
+
+        # can't do implicit summation or dimension collapse e.g.
+        #     "ab,bc->c" (implicitly sum over 'a')
+        #     "ab,ca->ca" (take diagonal of 'a')
+        if nl + nr - 1 == int(c in result):
+            return False
+
+    # Build a few temporaries
+    set_left = set(input_left)
+    set_right = set(input_right)
+    keep_left = set_left - idx_removed
+    keep_right = set_right - idx_removed
+    rs = len(idx_removed)
+
+    # At this point we are a DOT, GEMV, or GEMM operation
+
+    # Handle inner products
+
+    # DDOT with aligned data
+    if input_left == input_right:
+        return True
+
+    # DDOT without aligned data (better to use einsum)
+    if set_left == set_right:
+        return False
+
+    # Handle the 4 possible (aligned) GEMV or GEMM cases
+
+    # GEMM or GEMV no transpose
+    if input_left[-rs:] == input_right[:rs]:
+        return True
+
+    # GEMM or GEMV transpose both
+    if input_left[:rs] == input_right[-rs:]:
+        return True
+
+    # GEMM or GEMV transpose right
+    if input_left[-rs:] == input_right[-rs:]:
+        return True
+
+    # GEMM or GEMV transpose left
+    if input_left[:rs] == input_right[:rs]:
+        return True
+
+    # Einsum is faster than GEMV if we have to copy data
+    if not keep_left or not keep_right:
+        return False
+
+    # We are a matrix-matrix product, but we need to copy data
+    return True
+
+
+def _parse_einsum_input(operands):
+    """
+    A reproduction of einsum c side einsum parsing in python.
+
+    Returns
+    -------
+    input_strings : str
+        Parsed input strings
+    output_string : str
+        Parsed output string
+    operands : list of array_like
+        The operands to use in the numpy contraction
+
+    Examples
+    --------
+    The operand list is simplified to reduce printing:
+
+    >>> np.random.seed(123)
+    >>> a = np.random.rand(4, 4)
+    >>> b = np.random.rand(4, 4, 4)
+    >>> _parse_einsum_input(('...a,...a->...', a, b))
+    ('za,xza', 'xz', [a, b]) # may vary
+
+    >>> _parse_einsum_input((a, [Ellipsis, 0], b, [Ellipsis, 0]))
+    ('za,xza', 'xz', [a, b]) # may vary
+    """
+
+    if len(operands) == 0:
+        raise ValueError("No input operands")
+
+    if isinstance(operands[0], str):
+        subscripts = operands[0].replace(" ", "")
+        operands = [asanyarray(v) for v in operands[1:]]
+
+        # Ensure all characters are valid
+        for s in subscripts:
+            if s in '.,->':
+                continue
+            if s not in einsum_symbols:
+                raise ValueError("Character %s is not a valid symbol." % s)
+
+    else:
+        tmp_operands = list(operands)
+        operand_list = []
+        subscript_list = []
+        for p in range(len(operands) // 2):
+            operand_list.append(tmp_operands.pop(0))
+            subscript_list.append(tmp_operands.pop(0))
+
+        output_list = tmp_operands[-1] if len(tmp_operands) else None
+        operands = [asanyarray(v) for v in operand_list]
+        subscripts = ""
+        last = len(subscript_list) - 1
+        for num, sub in enumerate(subscript_list):
+            for s in sub:
+                if s is Ellipsis:
+                    subscripts += "..."
+                else:
+                    try:
+                        s = operator.index(s)
+                    except TypeError as e:
+                        raise TypeError("For this input type lists must contain "
+                                        "either int or Ellipsis") from e
+                    subscripts += einsum_symbols[s]
+            if num != last:
+                subscripts += ","
+
+        if output_list is not None:
+            subscripts += "->"
+            for s in output_list:
+                if s is Ellipsis:
+                    subscripts += "..."
+                else:
+                    try:
+                        s = operator.index(s)
+                    except TypeError as e:
+                        raise TypeError("For this input type lists must contain "
+                                        "either int or Ellipsis") from e
+                    subscripts += einsum_symbols[s]
+    # Check for proper "->"
+    if ("-" in subscripts) or (">" in subscripts):
+        invalid = (subscripts.count("-") > 1) or (subscripts.count(">") > 1)
+        if invalid or (subscripts.count("->") != 1):
+            raise ValueError("Subscripts can only contain one '->'.")
+
+    # Parse ellipses
+    if "." in subscripts:
+        used = subscripts.replace(".", "").replace(",", "").replace("->", "")
+        unused = list(einsum_symbols_set - set(used))
+        ellipse_inds = "".join(unused)
+        longest = 0
+
+        if "->" in subscripts:
+            input_tmp, output_sub = subscripts.split("->")
+            split_subscripts = input_tmp.split(",")
+            out_sub = True
+        else:
+            split_subscripts = subscripts.split(',')
+            out_sub = False
+
+        for num, sub in enumerate(split_subscripts):
+            if "." in sub:
+                if (sub.count(".") != 3) or (sub.count("...") != 1):
+                    raise ValueError("Invalid Ellipses.")
+
+                # Take into account numerical values
+                if operands[num].shape == ():
+                    ellipse_count = 0
+                else:
+                    ellipse_count = max(operands[num].ndim, 1)
+                    ellipse_count -= (len(sub) - 3)
+
+                if ellipse_count > longest:
+                    longest = ellipse_count
+
+                if ellipse_count < 0:
+                    raise ValueError("Ellipses lengths do not match.")
+                elif ellipse_count == 0:
+                    split_subscripts[num] = sub.replace('...', '')
+                else:
+                    rep_inds = ellipse_inds[-ellipse_count:]
+                    split_subscripts[num] = sub.replace('...', rep_inds)
+
+        subscripts = ",".join(split_subscripts)
+        if longest == 0:
+            out_ellipse = ""
+        else:
+            out_ellipse = ellipse_inds[-longest:]
+
+        if out_sub:
+            subscripts += "->" + output_sub.replace("...", out_ellipse)
+        else:
+            # Special care for outputless ellipses
+            output_subscript = ""
+            tmp_subscripts = subscripts.replace(",", "")
+            for s in sorted(set(tmp_subscripts)):
+                if s not in (einsum_symbols):
+                    raise ValueError("Character %s is not a valid symbol." % s)
+                if tmp_subscripts.count(s) == 1:
+                    output_subscript += s
+            normal_inds = ''.join(sorted(set(output_subscript) -
+                                         set(out_ellipse)))
+
+            subscripts += "->" + out_ellipse + normal_inds
+
+    # Build output string if does not exist
+    if "->" in subscripts:
+        input_subscripts, output_subscript = subscripts.split("->")
+    else:
+        input_subscripts = subscripts
+        # Build output subscripts
+        tmp_subscripts = subscripts.replace(",", "")
+        output_subscript = ""
+        for s in sorted(set(tmp_subscripts)):
+            if s not in einsum_symbols:
+                raise ValueError("Character %s is not a valid symbol." % s)
+            if tmp_subscripts.count(s) == 1:
+                output_subscript += s
+
+    # Make sure output subscripts are in the input
+    for char in output_subscript:
+        if char not in input_subscripts:
+            raise ValueError("Output character %s did not appear in the input"
+                             % char)
+
+    # Make sure number operands is equivalent to the number of terms
+    if len(input_subscripts.split(',')) != len(operands):
+        raise ValueError("Number of einsum subscripts must be equal to the "
+                         "number of operands.")
+
+    return (input_subscripts, output_subscript, operands)
+
+
+def _einsum_path_dispatcher(*operands, optimize=None, einsum_call=None):
+    # NOTE: technically, we should only dispatch on array-like arguments, not
+    # subscripts (given as strings). But separating operands into
+    # arrays/subscripts is a little tricky/slow (given einsum's two supported
+    # signatures), so as a practical shortcut we dispatch on everything.
+    # Strings will be ignored for dispatching since they don't define
+    # __array_function__.
+    return operands
+
+
+@array_function_dispatch(_einsum_path_dispatcher, module='numpy')
+def einsum_path(*operands, optimize='greedy', einsum_call=False):
+    """
+    einsum_path(subscripts, *operands, optimize='greedy')
+
+    Evaluates the lowest cost contraction order for an einsum expression by
+    considering the creation of intermediate arrays.
+
+    Parameters
+    ----------
+    subscripts : str
+        Specifies the subscripts for summation.
+    *operands : list of array_like
+        These are the arrays for the operation.
+    optimize : {bool, list, tuple, 'greedy', 'optimal'}
+        Choose the type of path. If a tuple is provided, the second argument is
+        assumed to be the maximum intermediate size created. If only a single
+        argument is provided the largest input or output array size is used
+        as a maximum intermediate size.
+
+        * if a list is given that starts with ``einsum_path``, uses this as the
+          contraction path
+        * if False no optimization is taken
+        * if True defaults to the 'greedy' algorithm
+        * 'optimal' An algorithm that combinatorially explores all possible
+          ways of contracting the listed tensors and choosest the least costly
+          path. Scales exponentially with the number of terms in the
+          contraction.
+        * 'greedy' An algorithm that chooses the best pair contraction
+          at each step. Effectively, this algorithm searches the largest inner,
+          Hadamard, and then outer products at each step. Scales cubically with
+          the number of terms in the contraction. Equivalent to the 'optimal'
+          path for most contractions.
+
+        Default is 'greedy'.
+
+    Returns
+    -------
+    path : list of tuples
+        A list representation of the einsum path.
+    string_repr : str
+        A printable representation of the einsum path.
+
+    Notes
+    -----
+    The resulting path indicates which terms of the input contraction should be
+    contracted first, the result of this contraction is then appended to the
+    end of the contraction list. This list can then be iterated over until all
+    intermediate contractions are complete.
+
+    See Also
+    --------
+    einsum, linalg.multi_dot
+
+    Examples
+    --------
+
+    We can begin with a chain dot example. In this case, it is optimal to
+    contract the ``b`` and ``c`` tensors first as represented by the first
+    element of the path ``(1, 2)``. The resulting tensor is added to the end
+    of the contraction and the remaining contraction ``(0, 1)`` is then
+    completed.
+
+    >>> np.random.seed(123)
+    >>> a = np.random.rand(2, 2)
+    >>> b = np.random.rand(2, 5)
+    >>> c = np.random.rand(5, 2)
+    >>> path_info = np.einsum_path('ij,jk,kl->il', a, b, c, optimize='greedy')
+    >>> print(path_info[0])
+    ['einsum_path', (1, 2), (0, 1)]
+    >>> print(path_info[1])
+      Complete contraction:  ij,jk,kl->il # may vary
+             Naive scaling:  4
+         Optimized scaling:  3
+          Naive FLOP count:  1.600e+02
+      Optimized FLOP count:  5.600e+01
+       Theoretical speedup:  2.857
+      Largest intermediate:  4.000e+00 elements
+    -------------------------------------------------------------------------
+    scaling                  current                                remaining
+    -------------------------------------------------------------------------
+       3                   kl,jk->jl                                ij,jl->il
+       3                   jl,ij->il                                   il->il
+
+
+    A more complex index transformation example.
+
+    >>> I = np.random.rand(10, 10, 10, 10)
+    >>> C = np.random.rand(10, 10)
+    >>> path_info = np.einsum_path('ea,fb,abcd,gc,hd->efgh', C, C, I, C, C,
+    ...                            optimize='greedy')
+
+    >>> print(path_info[0])
+    ['einsum_path', (0, 2), (0, 3), (0, 2), (0, 1)]
+    >>> print(path_info[1]) 
+      Complete contraction:  ea,fb,abcd,gc,hd->efgh # may vary
+             Naive scaling:  8
+         Optimized scaling:  5
+          Naive FLOP count:  8.000e+08
+      Optimized FLOP count:  8.000e+05
+       Theoretical speedup:  1000.000
+      Largest intermediate:  1.000e+04 elements
+    --------------------------------------------------------------------------
+    scaling                  current                                remaining
+    --------------------------------------------------------------------------
+       5               abcd,ea->bcde                      fb,gc,hd,bcde->efgh
+       5               bcde,fb->cdef                         gc,hd,cdef->efgh
+       5               cdef,gc->defg                            hd,defg->efgh
+       5               defg,hd->efgh                               efgh->efgh
+    """
+
+    # Figure out what the path really is
+    path_type = optimize
+    if path_type is True:
+        path_type = 'greedy'
+    if path_type is None:
+        path_type = False
+
+    explicit_einsum_path = False
+    memory_limit = None
+
+    # No optimization or a named path algorithm
+    if (path_type is False) or isinstance(path_type, str):
+        pass
+
+    # Given an explicit path
+    elif len(path_type) and (path_type[0] == 'einsum_path'):
+        explicit_einsum_path = True
+
+    # Path tuple with memory limit
+    elif ((len(path_type) == 2) and isinstance(path_type[0], str) and
+            isinstance(path_type[1], (int, float))):
+        memory_limit = int(path_type[1])
+        path_type = path_type[0]
+
+    else:
+        raise TypeError("Did not understand the path: %s" % str(path_type))
+
+    # Hidden option, only einsum should call this
+    einsum_call_arg = einsum_call
+
+    # Python side parsing
+    input_subscripts, output_subscript, operands = _parse_einsum_input(operands)
+
+    # Build a few useful list and sets
+    input_list = input_subscripts.split(',')
+    input_sets = [set(x) for x in input_list]
+    output_set = set(output_subscript)
+    indices = set(input_subscripts.replace(',', ''))
+
+    # Get length of each unique dimension and ensure all dimensions are correct
+    dimension_dict = {}
+    broadcast_indices = [[] for x in range(len(input_list))]
+    for tnum, term in enumerate(input_list):
+        sh = operands[tnum].shape
+        if len(sh) != len(term):
+            raise ValueError("Einstein sum subscript %s does not contain the "
+                             "correct number of indices for operand %d."
+                             % (input_subscripts[tnum], tnum))
+        for cnum, char in enumerate(term):
+            dim = sh[cnum]
+
+            # Build out broadcast indices
+            if dim == 1:
+                broadcast_indices[tnum].append(char)
+
+            if char in dimension_dict.keys():
+                # For broadcasting cases we always want the largest dim size
+                if dimension_dict[char] == 1:
+                    dimension_dict[char] = dim
+                elif dim not in (1, dimension_dict[char]):
+                    raise ValueError("Size of label '%s' for operand %d (%d) "
+                                     "does not match previous terms (%d)."
+                                     % (char, tnum, dimension_dict[char], dim))
+            else:
+                dimension_dict[char] = dim
+
+    # Convert broadcast inds to sets
+    broadcast_indices = [set(x) for x in broadcast_indices]
+
+    # Compute size of each input array plus the output array
+    size_list = [_compute_size_by_dict(term, dimension_dict)
+                 for term in input_list + [output_subscript]]
+    max_size = max(size_list)
+
+    if memory_limit is None:
+        memory_arg = max_size
+    else:
+        memory_arg = memory_limit
+
+    # Compute naive cost
+    # This isn't quite right, need to look into exactly how einsum does this
+    inner_product = (sum(len(x) for x in input_sets) - len(indices)) > 0
+    naive_cost = _flop_count(indices, inner_product, len(input_list), dimension_dict)
+
+    # Compute the path
+    if explicit_einsum_path:
+        path = path_type[1:]
+    elif (
+        (path_type is False)
+        or (len(input_list) in [1, 2])
+        or (indices == output_set)
+    ):
+        # Nothing to be optimized, leave it to einsum
+        path = [tuple(range(len(input_list)))]
+    elif path_type == "greedy":
+        path = _greedy_path(input_sets, output_set, dimension_dict, memory_arg)
+    elif path_type == "optimal":
+        path = _optimal_path(input_sets, output_set, dimension_dict, memory_arg)
+    else:
+        raise KeyError("Path name %s not found", path_type)
+
+    cost_list, scale_list, size_list, contraction_list = [], [], [], []
+
+    # Build contraction tuple (positions, gemm, einsum_str, remaining)
+    for cnum, contract_inds in enumerate(path):
+        # Make sure we remove inds from right to left
+        contract_inds = tuple(sorted(list(contract_inds), reverse=True))
+
+        contract = _find_contraction(contract_inds, input_sets, output_set)
+        out_inds, input_sets, idx_removed, idx_contract = contract
+
+        cost = _flop_count(idx_contract, idx_removed, len(contract_inds), dimension_dict)
+        cost_list.append(cost)
+        scale_list.append(len(idx_contract))
+        size_list.append(_compute_size_by_dict(out_inds, dimension_dict))
+
+        bcast = set()
+        tmp_inputs = []
+        for x in contract_inds:
+            tmp_inputs.append(input_list.pop(x))
+            bcast |= broadcast_indices.pop(x)
+
+        new_bcast_inds = bcast - idx_removed
+
+        # If we're broadcasting, nix blas
+        if not len(idx_removed & bcast):
+            do_blas = _can_dot(tmp_inputs, out_inds, idx_removed)
+        else:
+            do_blas = False
+
+        # Last contraction
+        if (cnum - len(path)) == -1:
+            idx_result = output_subscript
+        else:
+            sort_result = [(dimension_dict[ind], ind) for ind in out_inds]
+            idx_result = "".join([x[1] for x in sorted(sort_result)])
+
+        input_list.append(idx_result)
+        broadcast_indices.append(new_bcast_inds)
+        einsum_str = ",".join(tmp_inputs) + "->" + idx_result
+
+        contraction = (contract_inds, idx_removed, einsum_str, input_list[:], do_blas)
+        contraction_list.append(contraction)
+
+    opt_cost = sum(cost_list) + 1
+
+    if len(input_list) != 1:
+        # Explicit "einsum_path" is usually trusted, but we detect this kind of
+        # mistake in order to prevent from returning an intermediate value.
+        raise RuntimeError(
+            "Invalid einsum_path is specified: {} more operands has to be "
+            "contracted.".format(len(input_list) - 1))
+
+    if einsum_call_arg:
+        return (operands, contraction_list)
+
+    # Return the path along with a nice string representation
+    overall_contraction = input_subscripts + "->" + output_subscript
+    header = ("scaling", "current", "remaining")
+
+    speedup = naive_cost / opt_cost
+    max_i = max(size_list)
+
+    path_print  = "  Complete contraction:  %s\n" % overall_contraction
+    path_print += "         Naive scaling:  %d\n" % len(indices)
+    path_print += "     Optimized scaling:  %d\n" % max(scale_list)
+    path_print += "      Naive FLOP count:  %.3e\n" % naive_cost
+    path_print += "  Optimized FLOP count:  %.3e\n" % opt_cost
+    path_print += "   Theoretical speedup:  %3.3f\n" % speedup
+    path_print += "  Largest intermediate:  %.3e elements\n" % max_i
+    path_print += "-" * 74 + "\n"
+    path_print += "%6s %24s %40s\n" % header
+    path_print += "-" * 74
+
+    for n, contraction in enumerate(contraction_list):
+        inds, idx_rm, einsum_str, remaining, blas = contraction
+        remaining_str = ",".join(remaining) + "->" + output_subscript
+        path_run = (scale_list[n], einsum_str, remaining_str)
+        path_print += "\n%4d    %24s %40s" % path_run
+
+    path = ['einsum_path'] + path
+    return (path, path_print)
+
+
+def _einsum_dispatcher(*operands, out=None, optimize=None, **kwargs):
+    # Arguably we dispatch on more arguments than we really should; see note in
+    # _einsum_path_dispatcher for why.
+    yield from operands
+    yield out
+
+
+# Rewrite einsum to handle different cases
+@array_function_dispatch(_einsum_dispatcher, module='numpy')
+def einsum(*operands, out=None, optimize=False, **kwargs):
+    """
+    einsum(subscripts, *operands, out=None, dtype=None, order='K',
+           casting='safe', optimize=False)
+
+    Evaluates the Einstein summation convention on the operands.
+
+    Using the Einstein summation convention, many common multi-dimensional,
+    linear algebraic array operations can be represented in a simple fashion.
+    In *implicit* mode `einsum` computes these values.
+
+    In *explicit* mode, `einsum` provides further flexibility to compute
+    other array operations that might not be considered classical Einstein
+    summation operations, by disabling, or forcing summation over specified
+    subscript labels.
+
+    See the notes and examples for clarification.
+
+    Parameters
+    ----------
+    subscripts : str
+        Specifies the subscripts for summation as comma separated list of
+        subscript labels. An implicit (classical Einstein summation)
+        calculation is performed unless the explicit indicator '->' is
+        included as well as subscript labels of the precise output form.
+    operands : list of array_like
+        These are the arrays for the operation.
+    out : ndarray, optional
+        If provided, the calculation is done into this array.
+    dtype : {data-type, None}, optional
+        If provided, forces the calculation to use the data type specified.
+        Note that you may have to also give a more liberal `casting`
+        parameter to allow the conversions. Default is None.
+    order : {'C', 'F', 'A', 'K'}, optional
+        Controls the memory layout of the output. 'C' means it should
+        be C contiguous. 'F' means it should be Fortran contiguous,
+        'A' means it should be 'F' if the inputs are all 'F', 'C' otherwise.
+        'K' means it should be as close to the layout as the inputs as
+        is possible, including arbitrarily permuted axes.
+        Default is 'K'.
+    casting : {'no', 'equiv', 'safe', 'same_kind', 'unsafe'}, optional
+        Controls what kind of data casting may occur.  Setting this to
+        'unsafe' is not recommended, as it can adversely affect accumulations.
+
+          * 'no' means the data types should not be cast at all.
+          * 'equiv' means only byte-order changes are allowed.
+          * 'safe' means only casts which can preserve values are allowed.
+          * 'same_kind' means only safe casts or casts within a kind,
+            like float64 to float32, are allowed.
+          * 'unsafe' means any data conversions may be done.
+
+        Default is 'safe'.
+    optimize : {False, True, 'greedy', 'optimal'}, optional
+        Controls if intermediate optimization should occur. No optimization
+        will occur if False and True will default to the 'greedy' algorithm.
+        Also accepts an explicit contraction list from the ``np.einsum_path``
+        function. See ``np.einsum_path`` for more details. Defaults to False.
+
+    Returns
+    -------
+    output : ndarray
+        The calculation based on the Einstein summation convention.
+
+    See Also
+    --------
+    einsum_path, dot, inner, outer, tensordot, linalg.multi_dot
+    einops :
+        similar verbose interface is provided by
+        `einops <https://github.com/arogozhnikov/einops>`_ package to cover
+        additional operations: transpose, reshape/flatten, repeat/tile,
+        squeeze/unsqueeze and reductions.
+    opt_einsum :
+        `opt_einsum <https://optimized-einsum.readthedocs.io/en/stable/>`_
+        optimizes contraction order for einsum-like expressions
+        in backend-agnostic manner.
+
+    Notes
+    -----
+    .. versionadded:: 1.6.0
+
+    The Einstein summation convention can be used to compute
+    many multi-dimensional, linear algebraic array operations. `einsum`
+    provides a succinct way of representing these.
+
+    A non-exhaustive list of these operations,
+    which can be computed by `einsum`, is shown below along with examples:
+
+    * Trace of an array, :py:func:`numpy.trace`.
+    * Return a diagonal, :py:func:`numpy.diag`.
+    * Array axis summations, :py:func:`numpy.sum`.
+    * Transpositions and permutations, :py:func:`numpy.transpose`.
+    * Matrix multiplication and dot product, :py:func:`numpy.matmul` :py:func:`numpy.dot`.
+    * Vector inner and outer products, :py:func:`numpy.inner` :py:func:`numpy.outer`.
+    * Broadcasting, element-wise and scalar multiplication, :py:func:`numpy.multiply`.
+    * Tensor contractions, :py:func:`numpy.tensordot`.
+    * Chained array operations, in efficient calculation order, :py:func:`numpy.einsum_path`.
+
+    The subscripts string is a comma-separated list of subscript labels,
+    where each label refers to a dimension of the corresponding operand.
+    Whenever a label is repeated it is summed, so ``np.einsum('i,i', a, b)``
+    is equivalent to :py:func:`np.inner(a,b) <numpy.inner>`. If a label
+    appears only once, it is not summed, so ``np.einsum('i', a)`` produces a
+    view of ``a`` with no changes. A further example ``np.einsum('ij,jk', a, b)``
+    describes traditional matrix multiplication and is equivalent to
+    :py:func:`np.matmul(a,b) <numpy.matmul>`. Repeated subscript labels in one
+    operand take the diagonal. For example, ``np.einsum('ii', a)`` is equivalent
+    to :py:func:`np.trace(a) <numpy.trace>`.
+
+    In *implicit mode*, the chosen subscripts are important
+    since the axes of the output are reordered alphabetically.  This
+    means that ``np.einsum('ij', a)`` doesn't affect a 2D array, while
+    ``np.einsum('ji', a)`` takes its transpose. Additionally,
+    ``np.einsum('ij,jk', a, b)`` returns a matrix multiplication, while,
+    ``np.einsum('ij,jh', a, b)`` returns the transpose of the
+    multiplication since subscript 'h' precedes subscript 'i'.
+
+    In *explicit mode* the output can be directly controlled by
+    specifying output subscript labels.  This requires the
+    identifier '->' as well as the list of output subscript labels.
+    This feature increases the flexibility of the function since
+    summing can be disabled or forced when required. The call
+    ``np.einsum('i->', a)`` is like :py:func:`np.sum(a, axis=-1) <numpy.sum>`,
+    and ``np.einsum('ii->i', a)`` is like :py:func:`np.diag(a) <numpy.diag>`.
+    The difference is that `einsum` does not allow broadcasting by default.
+    Additionally ``np.einsum('ij,jh->ih', a, b)`` directly specifies the
+    order of the output subscript labels and therefore returns matrix
+    multiplication, unlike the example above in implicit mode.
+
+    To enable and control broadcasting, use an ellipsis.  Default
+    NumPy-style broadcasting is done by adding an ellipsis
+    to the left of each term, like ``np.einsum('...ii->...i', a)``.
+    To take the trace along the first and last axes,
+    you can do ``np.einsum('i...i', a)``, or to do a matrix-matrix
+    product with the left-most indices instead of rightmost, one can do
+    ``np.einsum('ij...,jk...->ik...', a, b)``.
+
+    When there is only one operand, no axes are summed, and no output
+    parameter is provided, a view into the operand is returned instead
+    of a new array.  Thus, taking the diagonal as ``np.einsum('ii->i', a)``
+    produces a view (changed in version 1.10.0).
+
+    `einsum` also provides an alternative way to provide the subscripts
+    and operands as ``einsum(op0, sublist0, op1, sublist1, ..., [sublistout])``.
+    If the output shape is not provided in this format `einsum` will be
+    calculated in implicit mode, otherwise it will be performed explicitly.
+    The examples below have corresponding `einsum` calls with the two
+    parameter methods.
+
+    .. versionadded:: 1.10.0
+
+    Views returned from einsum are now writeable whenever the input array
+    is writeable. For example, ``np.einsum('ijk...->kji...', a)`` will now
+    have the same effect as :py:func:`np.swapaxes(a, 0, 2) <numpy.swapaxes>`
+    and ``np.einsum('ii->i', a)`` will return a writeable view of the diagonal
+    of a 2D array.
+
+    .. versionadded:: 1.12.0
+
+    Added the ``optimize`` argument which will optimize the contraction order
+    of an einsum expression. For a contraction with three or more operands this
+    can greatly increase the computational efficiency at the cost of a larger
+    memory footprint during computation.
+
+    Typically a 'greedy' algorithm is applied which empirical tests have shown
+    returns the optimal path in the majority of cases. In some cases 'optimal'
+    will return the superlative path through a more expensive, exhaustive search.
+    For iterative calculations it may be advisable to calculate the optimal path
+    once and reuse that path by supplying it as an argument. An example is given
+    below.
+
+    See :py:func:`numpy.einsum_path` for more details.
+
+    Examples
+    --------
+    >>> a = np.arange(25).reshape(5,5)
+    >>> b = np.arange(5)
+    >>> c = np.arange(6).reshape(2,3)
+
+    Trace of a matrix:
+
+    >>> np.einsum('ii', a)
+    60
+    >>> np.einsum(a, [0,0])
+    60
+    >>> np.trace(a)
+    60
+
+    Extract the diagonal (requires explicit form):
+
+    >>> np.einsum('ii->i', a)
+    array([ 0,  6, 12, 18, 24])
+    >>> np.einsum(a, [0,0], [0])
+    array([ 0,  6, 12, 18, 24])
+    >>> np.diag(a)
+    array([ 0,  6, 12, 18, 24])
+
+    Sum over an axis (requires explicit form):
+
+    >>> np.einsum('ij->i', a)
+    array([ 10,  35,  60,  85, 110])
+    >>> np.einsum(a, [0,1], [0])
+    array([ 10,  35,  60,  85, 110])
+    >>> np.sum(a, axis=1)
+    array([ 10,  35,  60,  85, 110])
+
+    For higher dimensional arrays summing a single axis can be done with ellipsis:
+
+    >>> np.einsum('...j->...', a)
+    array([ 10,  35,  60,  85, 110])
+    >>> np.einsum(a, [Ellipsis,1], [Ellipsis])
+    array([ 10,  35,  60,  85, 110])
+
+    Compute a matrix transpose, or reorder any number of axes:
+
+    >>> np.einsum('ji', c)
+    array([[0, 3],
+           [1, 4],
+           [2, 5]])
+    >>> np.einsum('ij->ji', c)
+    array([[0, 3],
+           [1, 4],
+           [2, 5]])
+    >>> np.einsum(c, [1,0])
+    array([[0, 3],
+           [1, 4],
+           [2, 5]])
+    >>> np.transpose(c)
+    array([[0, 3],
+           [1, 4],
+           [2, 5]])
+
+    Vector inner products:
+
+    >>> np.einsum('i,i', b, b)
+    30
+    >>> np.einsum(b, [0], b, [0])
+    30
+    >>> np.inner(b,b)
+    30
+
+    Matrix vector multiplication:
+
+    >>> np.einsum('ij,j', a, b)
+    array([ 30,  80, 130, 180, 230])
+    >>> np.einsum(a, [0,1], b, [1])
+    array([ 30,  80, 130, 180, 230])
+    >>> np.dot(a, b)
+    array([ 30,  80, 130, 180, 230])
+    >>> np.einsum('...j,j', a, b)
+    array([ 30,  80, 130, 180, 230])
+
+    Broadcasting and scalar multiplication:
+
+    >>> np.einsum('..., ...', 3, c)
+    array([[ 0,  3,  6],
+           [ 9, 12, 15]])
+    >>> np.einsum(',ij', 3, c)
+    array([[ 0,  3,  6],
+           [ 9, 12, 15]])
+    >>> np.einsum(3, [Ellipsis], c, [Ellipsis])
+    array([[ 0,  3,  6],
+           [ 9, 12, 15]])
+    >>> np.multiply(3, c)
+    array([[ 0,  3,  6],
+           [ 9, 12, 15]])
+
+    Vector outer product:
+
+    >>> np.einsum('i,j', np.arange(2)+1, b)
+    array([[0, 1, 2, 3, 4],
+           [0, 2, 4, 6, 8]])
+    >>> np.einsum(np.arange(2)+1, [0], b, [1])
+    array([[0, 1, 2, 3, 4],
+           [0, 2, 4, 6, 8]])
+    >>> np.outer(np.arange(2)+1, b)
+    array([[0, 1, 2, 3, 4],
+           [0, 2, 4, 6, 8]])
+
+    Tensor contraction:
+
+    >>> a = np.arange(60.).reshape(3,4,5)
+    >>> b = np.arange(24.).reshape(4,3,2)
+    >>> np.einsum('ijk,jil->kl', a, b)
+    array([[4400., 4730.],
+           [4532., 4874.],
+           [4664., 5018.],
+           [4796., 5162.],
+           [4928., 5306.]])
+    >>> np.einsum(a, [0,1,2], b, [1,0,3], [2,3])
+    array([[4400., 4730.],
+           [4532., 4874.],
+           [4664., 5018.],
+           [4796., 5162.],
+           [4928., 5306.]])
+    >>> np.tensordot(a,b, axes=([1,0],[0,1]))
+    array([[4400., 4730.],
+           [4532., 4874.],
+           [4664., 5018.],
+           [4796., 5162.],
+           [4928., 5306.]])
+
+    Writeable returned arrays (since version 1.10.0):
+
+    >>> a = np.zeros((3, 3))
+    >>> np.einsum('ii->i', a)[:] = 1
+    >>> a
+    array([[1., 0., 0.],
+           [0., 1., 0.],
+           [0., 0., 1.]])
+
+    Example of ellipsis use:
+
+    >>> a = np.arange(6).reshape((3,2))
+    >>> b = np.arange(12).reshape((4,3))
+    >>> np.einsum('ki,jk->ij', a, b)
+    array([[10, 28, 46, 64],
+           [13, 40, 67, 94]])
+    >>> np.einsum('ki,...k->i...', a, b)
+    array([[10, 28, 46, 64],
+           [13, 40, 67, 94]])
+    >>> np.einsum('k...,jk', a, b)
+    array([[10, 28, 46, 64],
+           [13, 40, 67, 94]])
+
+    Chained array operations. For more complicated contractions, speed ups
+    might be achieved by repeatedly computing a 'greedy' path or pre-computing the
+    'optimal' path and repeatedly applying it, using an
+    `einsum_path` insertion (since version 1.12.0). Performance improvements can be
+    particularly significant with larger arrays:
+
+    >>> a = np.ones(64).reshape(2,4,8)
+
+    Basic `einsum`: ~1520ms  (benchmarked on 3.1GHz Intel i5.)
+
+    >>> for iteration in range(500):
+    ...     _ = np.einsum('ijk,ilm,njm,nlk,abc->',a,a,a,a,a)
+
+    Sub-optimal `einsum` (due to repeated path calculation time): ~330ms
+
+    >>> for iteration in range(500):
+    ...     _ = np.einsum('ijk,ilm,njm,nlk,abc->',a,a,a,a,a, optimize='optimal')
+
+    Greedy `einsum` (faster optimal path approximation): ~160ms
+
+    >>> for iteration in range(500):
+    ...     _ = np.einsum('ijk,ilm,njm,nlk,abc->',a,a,a,a,a, optimize='greedy')
+
+    Optimal `einsum` (best usage pattern in some use cases): ~110ms
+
+    >>> path = np.einsum_path('ijk,ilm,njm,nlk,abc->',a,a,a,a,a, optimize='optimal')[0]
+    >>> for iteration in range(500):
+    ...     _ = np.einsum('ijk,ilm,njm,nlk,abc->',a,a,a,a,a, optimize=path)
+
+    """
+    # Special handling if out is specified
+    specified_out = out is not None
+
+    # If no optimization, run pure einsum
+    if optimize is False:
+        if specified_out:
+            kwargs['out'] = out
+        return c_einsum(*operands, **kwargs)
+
+    # Check the kwargs to avoid a more cryptic error later, without having to
+    # repeat default values here
+    valid_einsum_kwargs = ['dtype', 'order', 'casting']
+    unknown_kwargs = [k for (k, v) in kwargs.items() if
+                      k not in valid_einsum_kwargs]
+    if len(unknown_kwargs):
+        raise TypeError("Did not understand the following kwargs: %s"
+                        % unknown_kwargs)
+
+    # Build the contraction list and operand
+    operands, contraction_list = einsum_path(*operands, optimize=optimize,
+                                             einsum_call=True)
+
+    # Handle order kwarg for output array, c_einsum allows mixed case
+    output_order = kwargs.pop('order', 'K')
+    if output_order.upper() == 'A':
+        if all(arr.flags.f_contiguous for arr in operands):
+            output_order = 'F'
+        else:
+            output_order = 'C'
+
+    # Start contraction loop
+    for num, contraction in enumerate(contraction_list):
+        inds, idx_rm, einsum_str, remaining, blas = contraction
+        tmp_operands = [operands.pop(x) for x in inds]
+
+        # Do we need to deal with the output?
+        handle_out = specified_out and ((num + 1) == len(contraction_list))
+
+        # Call tensordot if still possible
+        if blas:
+            # Checks have already been handled
+            input_str, results_index = einsum_str.split('->')
+            input_left, input_right = input_str.split(',')
+
+            tensor_result = input_left + input_right
+            for s in idx_rm:
+                tensor_result = tensor_result.replace(s, "")
+
+            # Find indices to contract over
+            left_pos, right_pos = [], []
+            for s in sorted(idx_rm):
+                left_pos.append(input_left.find(s))
+                right_pos.append(input_right.find(s))
+
+            # Contract!
+            new_view = tensordot(*tmp_operands, axes=(tuple(left_pos), tuple(right_pos)))
+
+            # Build a new view if needed
+            if (tensor_result != results_index) or handle_out:
+                if handle_out:
+                    kwargs["out"] = out
+                new_view = c_einsum(tensor_result + '->' + results_index, new_view, **kwargs)
+
+        # Call einsum
+        else:
+            # If out was specified
+            if handle_out:
+                kwargs["out"] = out
+
+            # Do the contraction
+            new_view = c_einsum(einsum_str, *tmp_operands, **kwargs)
+
+        # Append new items and dereference what we can
+        operands.append(new_view)
+        del tmp_operands, new_view
+
+    if specified_out:
+        return out
+    else:
+        return asanyarray(operands[0], order=output_order)
diff --git a/venv/lib/python3.8/site-packages/numpy/core/einsumfunc.pyi b/venv/lib/python3.8/site-packages/numpy/core/einsumfunc.pyi
new file mode 100644
index 0000000..c811a57
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/einsumfunc.pyi
@@ -0,0 +1,144 @@
+from collections.abc import Sequence
+from typing import TypeVar, Any, overload, Union, Literal
+
+from numpy import (
+    ndarray,
+    dtype,
+    bool_,
+    unsignedinteger,
+    signedinteger,
+    floating,
+    complexfloating,
+    number,
+    _OrderKACF,
+)
+from numpy._typing import (
+    _ArrayLikeBool_co,
+    _ArrayLikeUInt_co,
+    _ArrayLikeInt_co,
+    _ArrayLikeFloat_co,
+    _ArrayLikeComplex_co,
+    _DTypeLikeBool,
+    _DTypeLikeUInt,
+    _DTypeLikeInt,
+    _DTypeLikeFloat,
+    _DTypeLikeComplex,
+    _DTypeLikeComplex_co,
+)
+
+_ArrayType = TypeVar(
+    "_ArrayType",
+    bound=ndarray[Any, dtype[Union[bool_, number[Any]]]],
+)
+
+_OptimizeKind = None | bool | Literal["greedy", "optimal"] | Sequence[Any]
+_CastingSafe = Literal["no", "equiv", "safe", "same_kind"]
+_CastingUnsafe = Literal["unsafe"]
+
+__all__: list[str]
+
+# TODO: Properly handle the `casting`-based combinatorics
+# TODO: We need to evaluate the content `__subscripts` in order
+# to identify whether or an array or scalar is returned. At a cursory
+# glance this seems like something that can quite easily be done with
+# a mypy plugin.
+# Something like `is_scalar = bool(__subscripts.partition("->")[-1])`
+@overload
+def einsum(
+    subscripts: str | _ArrayLikeInt_co,
+    /,
+    *operands: _ArrayLikeBool_co,
+    out: None = ...,
+    dtype: None | _DTypeLikeBool = ...,
+    order: _OrderKACF = ...,
+    casting: _CastingSafe = ...,
+    optimize: _OptimizeKind = ...,
+) -> Any: ...
+@overload
+def einsum(
+    subscripts: str | _ArrayLikeInt_co,
+    /,
+    *operands: _ArrayLikeUInt_co,
+    out: None = ...,
+    dtype: None | _DTypeLikeUInt = ...,
+    order: _OrderKACF = ...,
+    casting: _CastingSafe = ...,
+    optimize: _OptimizeKind = ...,
+) -> Any: ...
+@overload
+def einsum(
+    subscripts: str | _ArrayLikeInt_co,
+    /,
+    *operands: _ArrayLikeInt_co,
+    out: None = ...,
+    dtype: None | _DTypeLikeInt = ...,
+    order: _OrderKACF = ...,
+    casting: _CastingSafe = ...,
+    optimize: _OptimizeKind = ...,
+) -> Any: ...
+@overload
+def einsum(
+    subscripts: str | _ArrayLikeInt_co,
+    /,
+    *operands: _ArrayLikeFloat_co,
+    out: None = ...,
+    dtype: None | _DTypeLikeFloat = ...,
+    order: _OrderKACF = ...,
+    casting: _CastingSafe = ...,
+    optimize: _OptimizeKind = ...,
+) -> Any: ...
+@overload
+def einsum(
+    subscripts: str | _ArrayLikeInt_co,
+    /,
+    *operands: _ArrayLikeComplex_co,
+    out: None = ...,
+    dtype: None | _DTypeLikeComplex = ...,
+    order: _OrderKACF = ...,
+    casting: _CastingSafe = ...,
+    optimize: _OptimizeKind = ...,
+) -> Any: ...
+@overload
+def einsum(
+    subscripts: str | _ArrayLikeInt_co,
+    /,
+    *operands: Any,
+    casting: _CastingUnsafe,
+    dtype: None | _DTypeLikeComplex_co = ...,
+    out: None = ...,
+    order: _OrderKACF = ...,
+    optimize: _OptimizeKind = ...,
+) -> Any: ...
+@overload
+def einsum(
+    subscripts: str | _ArrayLikeInt_co,
+    /,
+    *operands: _ArrayLikeComplex_co,
+    out: _ArrayType,
+    dtype: None | _DTypeLikeComplex_co = ...,
+    order: _OrderKACF = ...,
+    casting: _CastingSafe = ...,
+    optimize: _OptimizeKind = ...,
+) -> _ArrayType: ...
+@overload
+def einsum(
+    subscripts: str | _ArrayLikeInt_co,
+    /,
+    *operands: Any,
+    out: _ArrayType,
+    casting: _CastingUnsafe,
+    dtype: None | _DTypeLikeComplex_co = ...,
+    order: _OrderKACF = ...,
+    optimize: _OptimizeKind = ...,
+) -> _ArrayType: ...
+
+# NOTE: `einsum_call` is a hidden kwarg unavailable for public use.
+# It is therefore excluded from the signatures below.
+# NOTE: In practice the list consists of a `str` (first element)
+# and a variable number of integer tuples.
+def einsum_path(
+    subscripts: str | _ArrayLikeInt_co,
+    /,
+    *operands: _ArrayLikeComplex_co,
+    optimize: _OptimizeKind = ...,
+) -> tuple[list[Any], str]: ...
diff --git a/venv/lib/python3.8/site-packages/numpy/core/fromnumeric.py b/venv/lib/python3.8/site-packages/numpy/core/fromnumeric.py
new file mode 120000
index 0000000..eba164f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/fromnumeric.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/10/40/04/d0deb80d4bc85ec3ad6dba2a4bafe06bbd0e4198c79d9b73497769d648
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/fromnumeric.pyi b/venv/lib/python3.8/site-packages/numpy/core/fromnumeric.pyi
new file mode 120000
index 0000000..2403dc6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/fromnumeric.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7c/bb/d0/4fa9815fc2013b8f26373881b3fa3ae5f505c48b4bad7d76e0420d1946
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/function_base.py b/venv/lib/python3.8/site-packages/numpy/core/function_base.py
new file mode 120000
index 0000000..8acbcee
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/function_base.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d1/a9/27/047f92c312e373b7fede19a1c6fd07c6a4e59fd2316bce99f6d3b12e07
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/function_base.pyi b/venv/lib/python3.8/site-packages/numpy/core/function_base.pyi
new file mode 120000
index 0000000..60a5005
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/function_base.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/dd/96/1a/77771d686c0d1323fc5702bdec860caa4d8f0e8563a634338486078e4d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/generate_numpy_api.py b/venv/lib/python3.8/site-packages/numpy/core/generate_numpy_api.py
new file mode 120000
index 0000000..7d571f8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/generate_numpy_api.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/91/1c/a9/f83043538eb547bf87a5df04206e96b5c1f06d71db1a312c0d9e710e38
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/getlimits.py b/venv/lib/python3.8/site-packages/numpy/core/getlimits.py
new file mode 100644
index 0000000..4149a53
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/getlimits.py
@@ -0,0 +1,698 @@
+"""Machine limits for Float32 and Float64 and (long double) if available...
+
+"""
+__all__ = ['finfo', 'iinfo']
+
+import warnings
+
+from ._machar import MachAr
+from .overrides import set_module
+from . import numeric
+from . import numerictypes as ntypes
+from .numeric import array, inf, NaN
+from .umath import log10, exp2, nextafter, isnan
+
+
+def _fr0(a):
+    """fix rank-0 --> rank-1"""
+    if a.ndim == 0:
+        a = a.copy()
+        a.shape = (1,)
+    return a
+
+
+def _fr1(a):
+    """fix rank > 0 --> rank-0"""
+    if a.size == 1:
+        a = a.copy()
+        a.shape = ()
+    return a
+
+
+class MachArLike:
+    """ Object to simulate MachAr instance """
+    def __init__(self, ftype, *, eps, epsneg, huge, tiny,
+                 ibeta, smallest_subnormal=None, **kwargs):
+        self.params = _MACHAR_PARAMS[ftype]
+        self.ftype = ftype
+        self.title = self.params['title']
+        # Parameter types same as for discovered MachAr object.
+        if not smallest_subnormal:
+            self._smallest_subnormal = nextafter(
+                self.ftype(0), self.ftype(1), dtype=self.ftype)
+        else:
+            self._smallest_subnormal = smallest_subnormal
+        self.epsilon = self.eps = self._float_to_float(eps)
+        self.epsneg = self._float_to_float(epsneg)
+        self.xmax = self.huge = self._float_to_float(huge)
+        self.xmin = self._float_to_float(tiny)
+        self.smallest_normal = self.tiny = self._float_to_float(tiny)
+        self.ibeta = self.params['itype'](ibeta)
+        self.__dict__.update(kwargs)
+        self.precision = int(-log10(self.eps))
+        self.resolution = self._float_to_float(
+            self._float_conv(10) ** (-self.precision))
+        self._str_eps = self._float_to_str(self.eps)
+        self._str_epsneg = self._float_to_str(self.epsneg)
+        self._str_xmin = self._float_to_str(self.xmin)
+        self._str_xmax = self._float_to_str(self.xmax)
+        self._str_resolution = self._float_to_str(self.resolution)
+        self._str_smallest_normal = self._float_to_str(self.xmin)
+
+    @property
+    def smallest_subnormal(self):
+        """Return the value for the smallest subnormal.
+
+        Returns
+        -------
+        smallest_subnormal : float
+            value for the smallest subnormal.
+
+        Warns
+        -----
+        UserWarning
+            If the calculated value for the smallest subnormal is zero.
+        """
+        # Check that the calculated value is not zero, in case it raises a
+        # warning.
+        value = self._smallest_subnormal
+        if self.ftype(0) == value:
+            warnings.warn(
+                'The value of the smallest subnormal for {} type '
+                'is zero.'.format(self.ftype), UserWarning, stacklevel=2)
+
+        return self._float_to_float(value)
+
+    @property
+    def _str_smallest_subnormal(self):
+        """Return the string representation of the smallest subnormal."""
+        return self._float_to_str(self.smallest_subnormal)
+
+    def _float_to_float(self, value):
+        """Converts float to float.
+
+        Parameters
+        ----------
+        value : float
+            value to be converted.
+        """
+        return _fr1(self._float_conv(value))
+
+    def _float_conv(self, value):
+        """Converts float to conv.
+
+        Parameters
+        ----------
+        value : float
+            value to be converted.
+        """
+        return array([value], self.ftype)
+
+    def _float_to_str(self, value):
+        """Converts float to str.
+
+        Parameters
+        ----------
+        value : float
+            value to be converted.
+        """
+        return self.params['fmt'] % array(_fr0(value)[0], self.ftype)
+
+
+_convert_to_float = {
+    ntypes.csingle: ntypes.single,
+    ntypes.complex_: ntypes.float_,
+    ntypes.clongfloat: ntypes.longfloat
+    }
+
+# Parameters for creating MachAr / MachAr-like objects
+_title_fmt = 'numpy {} precision floating point number'
+_MACHAR_PARAMS = {
+    ntypes.double: dict(
+        itype = ntypes.int64,
+        fmt = '%24.16e',
+        title = _title_fmt.format('double')),
+    ntypes.single: dict(
+        itype = ntypes.int32,
+        fmt = '%15.7e',
+        title = _title_fmt.format('single')),
+    ntypes.longdouble: dict(
+        itype = ntypes.longlong,
+        fmt = '%s',
+        title = _title_fmt.format('long double')),
+    ntypes.half: dict(
+        itype = ntypes.int16,
+        fmt = '%12.5e',
+        title = _title_fmt.format('half'))}
+
+# Key to identify the floating point type.  Key is result of
+# ftype('-0.1').newbyteorder('<').tobytes()
+# See:
+# https://perl5.git.perl.org/perl.git/blob/3118d7d684b56cbeb702af874f4326683c45f045:/Configure
+_KNOWN_TYPES = {}
+def _register_type(machar, bytepat):
+    _KNOWN_TYPES[bytepat] = machar
+_float_ma = {}
+
+
+def _register_known_types():
+    # Known parameters for float16
+    # See docstring of MachAr class for description of parameters.
+    f16 = ntypes.float16
+    float16_ma = MachArLike(f16,
+                            machep=-10,
+                            negep=-11,
+                            minexp=-14,
+                            maxexp=16,
+                            it=10,
+                            iexp=5,
+                            ibeta=2,
+                            irnd=5,
+                            ngrd=0,
+                            eps=exp2(f16(-10)),
+                            epsneg=exp2(f16(-11)),
+                            huge=f16(65504),
+                            tiny=f16(2 ** -14))
+    _register_type(float16_ma, b'f\xae')
+    _float_ma[16] = float16_ma
+
+    # Known parameters for float32
+    f32 = ntypes.float32
+    float32_ma = MachArLike(f32,
+                            machep=-23,
+                            negep=-24,
+                            minexp=-126,
+                            maxexp=128,
+                            it=23,
+                            iexp=8,
+                            ibeta=2,
+                            irnd=5,
+                            ngrd=0,
+                            eps=exp2(f32(-23)),
+                            epsneg=exp2(f32(-24)),
+                            huge=f32((1 - 2 ** -24) * 2**128),
+                            tiny=exp2(f32(-126)))
+    _register_type(float32_ma, b'\xcd\xcc\xcc\xbd')
+    _float_ma[32] = float32_ma
+
+    # Known parameters for float64
+    f64 = ntypes.float64
+    epsneg_f64 = 2.0 ** -53.0
+    tiny_f64 = 2.0 ** -1022.0
+    float64_ma = MachArLike(f64,
+                            machep=-52,
+                            negep=-53,
+                            minexp=-1022,
+                            maxexp=1024,
+                            it=52,
+                            iexp=11,
+                            ibeta=2,
+                            irnd=5,
+                            ngrd=0,
+                            eps=2.0 ** -52.0,
+                            epsneg=epsneg_f64,
+                            huge=(1.0 - epsneg_f64) / tiny_f64 * f64(4),
+                            tiny=tiny_f64)
+    _register_type(float64_ma, b'\x9a\x99\x99\x99\x99\x99\xb9\xbf')
+    _float_ma[64] = float64_ma
+
+    # Known parameters for IEEE 754 128-bit binary float
+    ld = ntypes.longdouble
+    epsneg_f128 = exp2(ld(-113))
+    tiny_f128 = exp2(ld(-16382))
+    # Ignore runtime error when this is not f128
+    with numeric.errstate(all='ignore'):
+        huge_f128 = (ld(1) - epsneg_f128) / tiny_f128 * ld(4)
+    float128_ma = MachArLike(ld,
+                             machep=-112,
+                             negep=-113,
+                             minexp=-16382,
+                             maxexp=16384,
+                             it=112,
+                             iexp=15,
+                             ibeta=2,
+                             irnd=5,
+                             ngrd=0,
+                             eps=exp2(ld(-112)),
+                             epsneg=epsneg_f128,
+                             huge=huge_f128,
+                             tiny=tiny_f128)
+    # IEEE 754 128-bit binary float
+    _register_type(float128_ma,
+        b'\x9a\x99\x99\x99\x99\x99\x99\x99\x99\x99\x99\x99\x99\x99\xfb\xbf')
+    _register_type(float128_ma,
+        b'\x9a\x99\x99\x99\x99\x99\x99\x99\x99\x99\x99\x99\x99\x99\xfb\xbf')
+    _float_ma[128] = float128_ma
+
+    # Known parameters for float80 (Intel 80-bit extended precision)
+    epsneg_f80 = exp2(ld(-64))
+    tiny_f80 = exp2(ld(-16382))
+    # Ignore runtime error when this is not f80
+    with numeric.errstate(all='ignore'):
+        huge_f80 = (ld(1) - epsneg_f80) / tiny_f80 * ld(4)
+    float80_ma = MachArLike(ld,
+                            machep=-63,
+                            negep=-64,
+                            minexp=-16382,
+                            maxexp=16384,
+                            it=63,
+                            iexp=15,
+                            ibeta=2,
+                            irnd=5,
+                            ngrd=0,
+                            eps=exp2(ld(-63)),
+                            epsneg=epsneg_f80,
+                            huge=huge_f80,
+                            tiny=tiny_f80)
+    # float80, first 10 bytes containing actual storage
+    _register_type(float80_ma, b'\xcd\xcc\xcc\xcc\xcc\xcc\xcc\xcc\xfb\xbf')
+    _float_ma[80] = float80_ma
+
+    # Guessed / known parameters for double double; see:
+    # https://en.wikipedia.org/wiki/Quadruple-precision_floating-point_format#Double-double_arithmetic
+    # These numbers have the same exponent range as float64, but extended number of
+    # digits in the significand.
+    huge_dd = nextafter(ld(inf), ld(0), dtype=ld)
+    # As the smallest_normal in double double is so hard to calculate we set
+    # it to NaN.
+    smallest_normal_dd = NaN
+    # Leave the same value for the smallest subnormal as double
+    smallest_subnormal_dd = ld(nextafter(0., 1.))
+    float_dd_ma = MachArLike(ld,
+                             machep=-105,
+                             negep=-106,
+                             minexp=-1022,
+                             maxexp=1024,
+                             it=105,
+                             iexp=11,
+                             ibeta=2,
+                             irnd=5,
+                             ngrd=0,
+                             eps=exp2(ld(-105)),
+                             epsneg=exp2(ld(-106)),
+                             huge=huge_dd,
+                             tiny=smallest_normal_dd,
+                             smallest_subnormal=smallest_subnormal_dd)
+    # double double; low, high order (e.g. PPC 64)
+    _register_type(float_dd_ma,
+        b'\x9a\x99\x99\x99\x99\x99Y<\x9a\x99\x99\x99\x99\x99\xb9\xbf')
+    # double double; high, low order (e.g. PPC 64 le)
+    _register_type(float_dd_ma,
+        b'\x9a\x99\x99\x99\x99\x99\xb9\xbf\x9a\x99\x99\x99\x99\x99Y<')
+    _float_ma['dd'] = float_dd_ma
+
+
+def _get_machar(ftype):
+    """ Get MachAr instance or MachAr-like instance
+
+    Get parameters for floating point type, by first trying signatures of
+    various known floating point types, then, if none match, attempting to
+    identify parameters by analysis.
+
+    Parameters
+    ----------
+    ftype : class
+        Numpy floating point type class (e.g. ``np.float64``)
+
+    Returns
+    -------
+    ma_like : instance of :class:`MachAr` or :class:`MachArLike`
+        Object giving floating point parameters for `ftype`.
+
+    Warns
+    -----
+    UserWarning
+        If the binary signature of the float type is not in the dictionary of
+        known float types.
+    """
+    params = _MACHAR_PARAMS.get(ftype)
+    if params is None:
+        raise ValueError(repr(ftype))
+    # Detect known / suspected types
+    key = ftype('-0.1').newbyteorder('<').tobytes()
+    ma_like = None
+    if ftype == ntypes.longdouble:
+        # Could be 80 bit == 10 byte extended precision, where last bytes can
+        # be random garbage.
+        # Comparing first 10 bytes to pattern first to avoid branching on the
+        # random garbage.
+        ma_like = _KNOWN_TYPES.get(key[:10])
+    if ma_like is None:
+        ma_like = _KNOWN_TYPES.get(key)
+    if ma_like is not None:
+        return ma_like
+    # Fall back to parameter discovery
+    warnings.warn(
+        f'Signature {key} for {ftype} does not match any known type: '
+        'falling back to type probe function.\n'
+        'This warnings indicates broken support for the dtype!',
+        UserWarning, stacklevel=2)
+    return _discovered_machar(ftype)
+
+
+def _discovered_machar(ftype):
+    """ Create MachAr instance with found information on float types
+    """
+    params = _MACHAR_PARAMS[ftype]
+    return MachAr(lambda v: array([v], ftype),
+                  lambda v:_fr0(v.astype(params['itype']))[0],
+                  lambda v:array(_fr0(v)[0], ftype),
+                  lambda v: params['fmt'] % array(_fr0(v)[0], ftype),
+                  params['title'])
+
+
+@set_module('numpy')
+class finfo:
+    """
+    finfo(dtype)
+
+    Machine limits for floating point types.
+
+    Attributes
+    ----------
+    bits : int
+        The number of bits occupied by the type.
+    eps : float
+        The difference between 1.0 and the next smallest representable float
+        larger than 1.0. For example, for 64-bit binary floats in the IEEE-754
+        standard, ``eps = 2**-52``, approximately 2.22e-16.
+    epsneg : float
+        The difference between 1.0 and the next smallest representable float
+        less than 1.0. For example, for 64-bit binary floats in the IEEE-754
+        standard, ``epsneg = 2**-53``, approximately 1.11e-16.
+    iexp : int
+        The number of bits in the exponent portion of the floating point
+        representation.
+    machar : MachAr
+        The object which calculated these parameters and holds more
+        detailed information.
+
+        .. deprecated:: 1.22
+    machep : int
+        The exponent that yields `eps`.
+    max : floating point number of the appropriate type
+        The largest representable number.
+    maxexp : int
+        The smallest positive power of the base (2) that causes overflow.
+    min : floating point number of the appropriate type
+        The smallest representable number, typically ``-max``.
+    minexp : int
+        The most negative power of the base (2) consistent with there
+        being no leading 0's in the mantissa.
+    negep : int
+        The exponent that yields `epsneg`.
+    nexp : int
+        The number of bits in the exponent including its sign and bias.
+    nmant : int
+        The number of bits in the mantissa.
+    precision : int
+        The approximate number of decimal digits to which this kind of
+        float is precise.
+    resolution : floating point number of the appropriate type
+        The approximate decimal resolution of this type, i.e.,
+        ``10**-precision``.
+    tiny : float
+        An alias for `smallest_normal`, kept for backwards compatibility.
+    smallest_normal : float
+        The smallest positive floating point number with 1 as leading bit in
+        the mantissa following IEEE-754 (see Notes).
+    smallest_subnormal : float
+        The smallest positive floating point number with 0 as leading bit in
+        the mantissa following IEEE-754.
+
+    Parameters
+    ----------
+    dtype : float, dtype, or instance
+        Kind of floating point data-type about which to get information.
+
+    See Also
+    --------
+    MachAr : The implementation of the tests that produce this information.
+    iinfo : The equivalent for integer data types.
+    spacing : The distance between a value and the nearest adjacent number
+    nextafter : The next floating point value after x1 towards x2
+
+    Notes
+    -----
+    For developers of NumPy: do not instantiate this at the module level.
+    The initial calculation of these parameters is expensive and negatively
+    impacts import times.  These objects are cached, so calling ``finfo()``
+    repeatedly inside your functions is not a problem.
+
+    Note that ``smallest_normal`` is not actually the smallest positive
+    representable value in a NumPy floating point type. As in the IEEE-754
+    standard [1]_, NumPy floating point types make use of subnormal numbers to
+    fill the gap between 0 and ``smallest_normal``. However, subnormal numbers
+    may have significantly reduced precision [2]_.
+
+    References
+    ----------
+    .. [1] IEEE Standard for Floating-Point Arithmetic, IEEE Std 754-2008,
+           pp.1-70, 2008, http://www.doi.org/10.1109/IEEESTD.2008.4610935
+    .. [2] Wikipedia, "Denormal Numbers",
+           https://en.wikipedia.org/wiki/Denormal_number
+    """
+
+    _finfo_cache = {}
+
+    def __new__(cls, dtype):
+        try:
+            dtype = numeric.dtype(dtype)
+        except TypeError:
+            # In case a float instance was given
+            dtype = numeric.dtype(type(dtype))
+
+        obj = cls._finfo_cache.get(dtype, None)
+        if obj is not None:
+            return obj
+        dtypes = [dtype]
+        newdtype = numeric.obj2sctype(dtype)
+        if newdtype is not dtype:
+            dtypes.append(newdtype)
+            dtype = newdtype
+        if not issubclass(dtype, numeric.inexact):
+            raise ValueError("data type %r not inexact" % (dtype))
+        obj = cls._finfo_cache.get(dtype, None)
+        if obj is not None:
+            return obj
+        if not issubclass(dtype, numeric.floating):
+            newdtype = _convert_to_float[dtype]
+            if newdtype is not dtype:
+                dtypes.append(newdtype)
+                dtype = newdtype
+        obj = cls._finfo_cache.get(dtype, None)
+        if obj is not None:
+            return obj
+        obj = object.__new__(cls)._init(dtype)
+        for dt in dtypes:
+            cls._finfo_cache[dt] = obj
+        return obj
+
+    def _init(self, dtype):
+        self.dtype = numeric.dtype(dtype)
+        machar = _get_machar(dtype)
+
+        for word in ['precision', 'iexp',
+                     'maxexp', 'minexp', 'negep',
+                     'machep']:
+            setattr(self, word, getattr(machar, word))
+        for word in ['resolution', 'epsneg', 'smallest_subnormal']:
+            setattr(self, word, getattr(machar, word).flat[0])
+        self.bits = self.dtype.itemsize * 8
+        self.max = machar.huge.flat[0]
+        self.min = -self.max
+        self.eps = machar.eps.flat[0]
+        self.nexp = machar.iexp
+        self.nmant = machar.it
+        self._machar = machar
+        self._str_tiny = machar._str_xmin.strip()
+        self._str_max = machar._str_xmax.strip()
+        self._str_epsneg = machar._str_epsneg.strip()
+        self._str_eps = machar._str_eps.strip()
+        self._str_resolution = machar._str_resolution.strip()
+        self._str_smallest_normal = machar._str_smallest_normal.strip()
+        self._str_smallest_subnormal = machar._str_smallest_subnormal.strip()
+        return self
+
+    def __str__(self):
+        fmt = (
+            'Machine parameters for %(dtype)s\n'
+            '---------------------------------------------------------------\n'
+            'precision = %(precision)3s   resolution = %(_str_resolution)s\n'
+            'machep = %(machep)6s   eps =        %(_str_eps)s\n'
+            'negep =  %(negep)6s   epsneg =     %(_str_epsneg)s\n'
+            'minexp = %(minexp)6s   tiny =       %(_str_tiny)s\n'
+            'maxexp = %(maxexp)6s   max =        %(_str_max)s\n'
+            'nexp =   %(nexp)6s   min =        -max\n'
+            'smallest_normal = %(_str_smallest_normal)s   '
+            'smallest_subnormal = %(_str_smallest_subnormal)s\n'
+            '---------------------------------------------------------------\n'
+            )
+        return fmt % self.__dict__
+
+    def __repr__(self):
+        c = self.__class__.__name__
+        d = self.__dict__.copy()
+        d['klass'] = c
+        return (("%(klass)s(resolution=%(resolution)s, min=-%(_str_max)s,"
+                 " max=%(_str_max)s, dtype=%(dtype)s)") % d)
+
+    @property
+    def smallest_normal(self):
+        """Return the value for the smallest normal.
+
+        Returns
+        -------
+        smallest_normal : float
+            Value for the smallest normal.
+
+        Warns
+        -----
+        UserWarning
+            If the calculated value for the smallest normal is requested for
+            double-double.
+        """
+        # This check is necessary because the value for smallest_normal is
+        # platform dependent for longdouble types.
+        if isnan(self._machar.smallest_normal.flat[0]):
+            warnings.warn(
+                'The value of smallest normal is undefined for double double',
+                UserWarning, stacklevel=2)
+        return self._machar.smallest_normal.flat[0]
+
+    @property
+    def tiny(self):
+        """Return the value for tiny, alias of smallest_normal.
+
+        Returns
+        -------
+        tiny : float
+            Value for the smallest normal, alias of smallest_normal.
+
+        Warns
+        -----
+        UserWarning
+            If the calculated value for the smallest normal is requested for
+            double-double.
+        """
+        return self.smallest_normal
+
+    @property
+    def machar(self):
+        """The object which calculated these parameters and holds more
+        detailed information.
+
+        .. deprecated:: 1.22
+        """
+        # Deprecated 2021-10-27, NumPy 1.22
+        warnings.warn(
+            "`finfo.machar` is deprecated (NumPy 1.22)",
+            DeprecationWarning, stacklevel=2,
+        )
+        return self._machar
+
+
+@set_module('numpy')
+class iinfo:
+    """
+    iinfo(type)
+
+    Machine limits for integer types.
+
+    Attributes
+    ----------
+    bits : int
+        The number of bits occupied by the type.
+    min : int
+        The smallest integer expressible by the type.
+    max : int
+        The largest integer expressible by the type.
+
+    Parameters
+    ----------
+    int_type : integer type, dtype, or instance
+        The kind of integer data type to get information about.
+
+    See Also
+    --------
+    finfo : The equivalent for floating point data types.
+
+    Examples
+    --------
+    With types:
+
+    >>> ii16 = np.iinfo(np.int16)
+    >>> ii16.min
+    -32768
+    >>> ii16.max
+    32767
+    >>> ii32 = np.iinfo(np.int32)
+    >>> ii32.min
+    -2147483648
+    >>> ii32.max
+    2147483647
+
+    With instances:
+
+    >>> ii32 = np.iinfo(np.int32(10))
+    >>> ii32.min
+    -2147483648
+    >>> ii32.max
+    2147483647
+
+    """
+
+    _min_vals = {}
+    _max_vals = {}
+
+    def __init__(self, int_type):
+        try:
+            self.dtype = numeric.dtype(int_type)
+        except TypeError:
+            self.dtype = numeric.dtype(type(int_type))
+        self.kind = self.dtype.kind
+        self.bits = self.dtype.itemsize * 8
+        self.key = "%s%d" % (self.kind, self.bits)
+        if self.kind not in 'iu':
+            raise ValueError("Invalid integer data type %r." % (self.kind,))
+
+    @property
+    def min(self):
+        """Minimum value of given dtype."""
+        if self.kind == 'u':
+            return 0
+        else:
+            try:
+                val = iinfo._min_vals[self.key]
+            except KeyError:
+                val = int(-(1 << (self.bits-1)))
+                iinfo._min_vals[self.key] = val
+            return val
+
+    @property
+    def max(self):
+        """Maximum value of given dtype."""
+        try:
+            val = iinfo._max_vals[self.key]
+        except KeyError:
+            if self.kind == 'u':
+                val = int((1 << self.bits) - 1)
+            else:
+                val = int((1 << (self.bits-1)) - 1)
+            iinfo._max_vals[self.key] = val
+        return val
+
+    def __str__(self):
+        """String representation."""
+        fmt = (
+            'Machine parameters for %(dtype)s\n'
+            '---------------------------------------------------------------\n'
+            'min = %(min)s\n'
+            'max = %(max)s\n'
+            '---------------------------------------------------------------\n'
+            )
+        return fmt % {'dtype': self.dtype, 'min': self.min, 'max': self.max}
+
+    def __repr__(self):
+        return "%s(min=%s, max=%s, dtype=%s)" % (self.__class__.__name__,
+                                    self.min, self.max, self.dtype)
diff --git a/venv/lib/python3.8/site-packages/numpy/core/getlimits.pyi b/venv/lib/python3.8/site-packages/numpy/core/getlimits.pyi
new file mode 120000
index 0000000..f7f48f9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/getlimits.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a9/e2/17/504b688274c7aff4feb6ff9571923b9fc676573032229220297cec2e47
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/.doxyfile b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/.doxyfile
new file mode 120000
index 0000000..5998e86
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/.doxyfile
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/82/83/99/47b2dc20db77b27b81187f0c7befda5531a6e5fe2ee3011a4a98ccfd6e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/__multiarray_api.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/__multiarray_api.h
new file mode 120000
index 0000000..c08193b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/__multiarray_api.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/83/4e/df/5a9f457be08183940f10a031740832b15a729470b6ed23301c86723b0a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/__ufunc_api.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/__ufunc_api.h
new file mode 120000
index 0000000..da4544a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/__ufunc_api.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/90/e4/f4/237db4c4b1879ee13c5d26a89848829856aea7c7d339389e779d785e23
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/_neighborhood_iterator_imp.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/_neighborhood_iterator_imp.h
new file mode 120000
index 0000000..421bb4a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/_neighborhood_iterator_imp.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/03/a6/0f/a508a1530b1c658c73d28383ac18d149865d24cd9d1b4bdc76d26d63ae
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/_numpyconfig.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/_numpyconfig.h
new file mode 120000
index 0000000..57d507d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/_numpyconfig.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0d/88/6f/3126e7ce2d4e554c42fdee2a8e98ead0f28665daa2330bbc077238de42
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/arrayobject.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/arrayobject.h
new file mode 120000
index 0000000..113c53a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/arrayobject.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f8/19/56/43b91f55bcc2ab31e7d2a69e31ed3fd3c01bc258ae1bdf17586e7b953f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/arrayscalars.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/arrayscalars.h
new file mode 120000
index 0000000..e9b6a1d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/arrayscalars.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/87/a3/0a/8c51f382e4d9e4241dec7013015587a19ee6902fbce91d6e30778b4f4e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/experimental_dtype_api.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/experimental_dtype_api.h
new file mode 120000
index 0000000..821e0a8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/experimental_dtype_api.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/53/88/06/1628af56dfbdef90158445ad17b686cee7ce2508af5f516605aaccda8b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/halffloat.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/halffloat.h
new file mode 120000
index 0000000..1b9910e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/halffloat.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/4d/16/5f/5e08a96be745a695f6b8d824ae3acf962fb505f26d69d5a301e99b278b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/libdivide/LICENSE.txt b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/libdivide/LICENSE.txt
new file mode 120000
index 0000000..05aecd0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/libdivide/LICENSE.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fb/c5/39/f47d0cf83bc61378080fb873d5c14630126cacbfe754035c3926daa5ec
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/libdivide/libdivide.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/libdivide/libdivide.h
new file mode 120000
index 0000000..bf5c9d2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/libdivide/libdivide.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7b/0f/4c/3613d07752ec0998968859a3f4867bc8e9c0dc728e5df7c3791f57d63c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/multiarray_api.txt b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/multiarray_api.txt
new file mode 120000
index 0000000..d595633
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/multiarray_api.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/95/4b/b7/fa49884e14460db132873edabdf6bb80ce8ec14b9086ab782476b58261
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/ndarrayobject.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/ndarrayobject.h
new file mode 120000
index 0000000..75db004
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/ndarrayobject.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2e/fa/f4/96316e99b2ed0e07a989d0ad0355777c7a134692f8df607eb7bb16561d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/ndarraytypes.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/ndarraytypes.h
new file mode 120000
index 0000000..232431f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/ndarraytypes.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/04/d9/c5/1b33bcfe99c40374f8ece4529460012b832a7ce0efc9bd0ff883bf0301
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/noprefix.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/noprefix.h
new file mode 120000
index 0000000..660f13b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/noprefix.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/77/cd/e5/d50a42095a8c576936f4d3242f72ddd6a363882ea1cce3d66408af1234
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_1_7_deprecated_api.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_1_7_deprecated_api.h
new file mode 120000
index 0000000..51957a4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_1_7_deprecated_api.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cb/43/09/f10c3b064b781ffe15c48cc7ce9930e49a80763e440a0b67d3c7d916b2
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_3kcompat.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_3kcompat.h
new file mode 120000
index 0000000..3a13de0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_3kcompat.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/92/41/e9/38fd07a33270cca8fa87b03630b24b74918350bfe926361b0b56aae8a7
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_common.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_common.h
new file mode 120000
index 0000000..eb556b7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_common.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fc/83/73/33785d59e8dfede830d3f167cd897fc317f53c17f189f5c8e57db01bc6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_cpu.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_cpu.h
new file mode 120000
index 0000000..aaaa7b4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_cpu.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b3/9c/2e/c5ee210eec5f7c8961b2d11de64e5b66d35dac65b08d4a3485a7a01341
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_endian.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_endian.h
new file mode 120000
index 0000000..2955158
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_endian.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c1/ee/d7/f5f3de5b3369a3f613874f4c3c60f0744d11c3f58333873dcb89c18f92
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_interrupt.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_interrupt.h
new file mode 120000
index 0000000..0111da8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_interrupt.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0d/06/48/c62e85c9c2d70fc76b7479f649298ba11848a68ea8b2f3efd77be8c140
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_math.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_math.h
new file mode 100644
index 0000000..954c3d0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_math.h
@@ -0,0 +1,599 @@
+#ifndef NUMPY_CORE_INCLUDE_NUMPY_NPY_MATH_H_
+#define NUMPY_CORE_INCLUDE_NUMPY_NPY_MATH_H_
+
+#include <numpy/npy_common.h>
+
+#include <math.h>
+#ifdef __SUNPRO_CC
+#include <sunmath.h>
+#endif
+
+/* By adding static inline specifiers to npy_math function definitions when
+   appropriate, compiler is given the opportunity to optimize */
+#if NPY_INLINE_MATH
+#define NPY_INPLACE NPY_INLINE static
+#else
+#define NPY_INPLACE
+#endif
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+/*
+ * NAN and INFINITY like macros (same behavior as glibc for NAN, same as C99
+ * for INFINITY)
+ *
+ * XXX: I should test whether INFINITY and NAN are available on the platform
+ */
+NPY_INLINE static float __npy_inff(void)
+{
+    const union { npy_uint32 __i; float __f;} __bint = {0x7f800000UL};
+    return __bint.__f;
+}
+
+NPY_INLINE static float __npy_nanf(void)
+{
+    const union { npy_uint32 __i; float __f;} __bint = {0x7fc00000UL};
+    return __bint.__f;
+}
+
+NPY_INLINE static float __npy_pzerof(void)
+{
+    const union { npy_uint32 __i; float __f;} __bint = {0x00000000UL};
+    return __bint.__f;
+}
+
+NPY_INLINE static float __npy_nzerof(void)
+{
+    const union { npy_uint32 __i; float __f;} __bint = {0x80000000UL};
+    return __bint.__f;
+}
+
+#define NPY_INFINITYF __npy_inff()
+#define NPY_NANF __npy_nanf()
+#define NPY_PZEROF __npy_pzerof()
+#define NPY_NZEROF __npy_nzerof()
+
+#define NPY_INFINITY ((npy_double)NPY_INFINITYF)
+#define NPY_NAN ((npy_double)NPY_NANF)
+#define NPY_PZERO ((npy_double)NPY_PZEROF)
+#define NPY_NZERO ((npy_double)NPY_NZEROF)
+
+#define NPY_INFINITYL ((npy_longdouble)NPY_INFINITYF)
+#define NPY_NANL ((npy_longdouble)NPY_NANF)
+#define NPY_PZEROL ((npy_longdouble)NPY_PZEROF)
+#define NPY_NZEROL ((npy_longdouble)NPY_NZEROF)
+
+/*
+ * Useful constants
+ */
+#define NPY_E         2.718281828459045235360287471352662498  /* e */
+#define NPY_LOG2E     1.442695040888963407359924681001892137  /* log_2 e */
+#define NPY_LOG10E    0.434294481903251827651128918916605082  /* log_10 e */
+#define NPY_LOGE2     0.693147180559945309417232121458176568  /* log_e 2 */
+#define NPY_LOGE10    2.302585092994045684017991454684364208  /* log_e 10 */
+#define NPY_PI        3.141592653589793238462643383279502884  /* pi */
+#define NPY_PI_2      1.570796326794896619231321691639751442  /* pi/2 */
+#define NPY_PI_4      0.785398163397448309615660845819875721  /* pi/4 */
+#define NPY_1_PI      0.318309886183790671537767526745028724  /* 1/pi */
+#define NPY_2_PI      0.636619772367581343075535053490057448  /* 2/pi */
+#define NPY_EULER     0.577215664901532860606512090082402431  /* Euler constant */
+#define NPY_SQRT2     1.414213562373095048801688724209698079  /* sqrt(2) */
+#define NPY_SQRT1_2   0.707106781186547524400844362104849039  /* 1/sqrt(2) */
+
+#define NPY_Ef        2.718281828459045235360287471352662498F /* e */
+#define NPY_LOG2Ef    1.442695040888963407359924681001892137F /* log_2 e */
+#define NPY_LOG10Ef   0.434294481903251827651128918916605082F /* log_10 e */
+#define NPY_LOGE2f    0.693147180559945309417232121458176568F /* log_e 2 */
+#define NPY_LOGE10f   2.302585092994045684017991454684364208F /* log_e 10 */
+#define NPY_PIf       3.141592653589793238462643383279502884F /* pi */
+#define NPY_PI_2f     1.570796326794896619231321691639751442F /* pi/2 */
+#define NPY_PI_4f     0.785398163397448309615660845819875721F /* pi/4 */
+#define NPY_1_PIf     0.318309886183790671537767526745028724F /* 1/pi */
+#define NPY_2_PIf     0.636619772367581343075535053490057448F /* 2/pi */
+#define NPY_EULERf    0.577215664901532860606512090082402431F /* Euler constant */
+#define NPY_SQRT2f    1.414213562373095048801688724209698079F /* sqrt(2) */
+#define NPY_SQRT1_2f  0.707106781186547524400844362104849039F /* 1/sqrt(2) */
+
+#define NPY_El        2.718281828459045235360287471352662498L /* e */
+#define NPY_LOG2El    1.442695040888963407359924681001892137L /* log_2 e */
+#define NPY_LOG10El   0.434294481903251827651128918916605082L /* log_10 e */
+#define NPY_LOGE2l    0.693147180559945309417232121458176568L /* log_e 2 */
+#define NPY_LOGE10l   2.302585092994045684017991454684364208L /* log_e 10 */
+#define NPY_PIl       3.141592653589793238462643383279502884L /* pi */
+#define NPY_PI_2l     1.570796326794896619231321691639751442L /* pi/2 */
+#define NPY_PI_4l     0.785398163397448309615660845819875721L /* pi/4 */
+#define NPY_1_PIl     0.318309886183790671537767526745028724L /* 1/pi */
+#define NPY_2_PIl     0.636619772367581343075535053490057448L /* 2/pi */
+#define NPY_EULERl    0.577215664901532860606512090082402431L /* Euler constant */
+#define NPY_SQRT2l    1.414213562373095048801688724209698079L /* sqrt(2) */
+#define NPY_SQRT1_2l  0.707106781186547524400844362104849039L /* 1/sqrt(2) */
+
+/*
+ * Integer functions.
+ */
+NPY_INPLACE npy_uint npy_gcdu(npy_uint a, npy_uint b);
+NPY_INPLACE npy_uint npy_lcmu(npy_uint a, npy_uint b);
+NPY_INPLACE npy_ulong npy_gcdul(npy_ulong a, npy_ulong b);
+NPY_INPLACE npy_ulong npy_lcmul(npy_ulong a, npy_ulong b);
+NPY_INPLACE npy_ulonglong npy_gcdull(npy_ulonglong a, npy_ulonglong b);
+NPY_INPLACE npy_ulonglong npy_lcmull(npy_ulonglong a, npy_ulonglong b);
+
+NPY_INPLACE npy_int npy_gcd(npy_int a, npy_int b);
+NPY_INPLACE npy_int npy_lcm(npy_int a, npy_int b);
+NPY_INPLACE npy_long npy_gcdl(npy_long a, npy_long b);
+NPY_INPLACE npy_long npy_lcml(npy_long a, npy_long b);
+NPY_INPLACE npy_longlong npy_gcdll(npy_longlong a, npy_longlong b);
+NPY_INPLACE npy_longlong npy_lcmll(npy_longlong a, npy_longlong b);
+
+NPY_INPLACE npy_ubyte npy_rshiftuhh(npy_ubyte a, npy_ubyte b);
+NPY_INPLACE npy_ubyte npy_lshiftuhh(npy_ubyte a, npy_ubyte b);
+NPY_INPLACE npy_ushort npy_rshiftuh(npy_ushort a, npy_ushort b);
+NPY_INPLACE npy_ushort npy_lshiftuh(npy_ushort a, npy_ushort b);
+NPY_INPLACE npy_uint npy_rshiftu(npy_uint a, npy_uint b);
+NPY_INPLACE npy_uint npy_lshiftu(npy_uint a, npy_uint b);
+NPY_INPLACE npy_ulong npy_rshiftul(npy_ulong a, npy_ulong b);
+NPY_INPLACE npy_ulong npy_lshiftul(npy_ulong a, npy_ulong b);
+NPY_INPLACE npy_ulonglong npy_rshiftull(npy_ulonglong a, npy_ulonglong b);
+NPY_INPLACE npy_ulonglong npy_lshiftull(npy_ulonglong a, npy_ulonglong b);
+
+NPY_INPLACE npy_byte npy_rshifthh(npy_byte a, npy_byte b);
+NPY_INPLACE npy_byte npy_lshifthh(npy_byte a, npy_byte b);
+NPY_INPLACE npy_short npy_rshifth(npy_short a, npy_short b);
+NPY_INPLACE npy_short npy_lshifth(npy_short a, npy_short b);
+NPY_INPLACE npy_int npy_rshift(npy_int a, npy_int b);
+NPY_INPLACE npy_int npy_lshift(npy_int a, npy_int b);
+NPY_INPLACE npy_long npy_rshiftl(npy_long a, npy_long b);
+NPY_INPLACE npy_long npy_lshiftl(npy_long a, npy_long b);
+NPY_INPLACE npy_longlong npy_rshiftll(npy_longlong a, npy_longlong b);
+NPY_INPLACE npy_longlong npy_lshiftll(npy_longlong a, npy_longlong b);
+
+NPY_INPLACE uint8_t npy_popcountuhh(npy_ubyte a);
+NPY_INPLACE uint8_t npy_popcountuh(npy_ushort a);
+NPY_INPLACE uint8_t npy_popcountu(npy_uint a);
+NPY_INPLACE uint8_t npy_popcountul(npy_ulong a);
+NPY_INPLACE uint8_t npy_popcountull(npy_ulonglong a);
+NPY_INPLACE uint8_t npy_popcounthh(npy_byte a);
+NPY_INPLACE uint8_t npy_popcounth(npy_short a);
+NPY_INPLACE uint8_t npy_popcount(npy_int a);
+NPY_INPLACE uint8_t npy_popcountl(npy_long a);
+NPY_INPLACE uint8_t npy_popcountll(npy_longlong a);
+
+/*
+ * C99 double math funcs
+ */
+NPY_INPLACE double npy_sin(double x);
+NPY_INPLACE double npy_cos(double x);
+NPY_INPLACE double npy_tan(double x);
+NPY_INPLACE double npy_sinh(double x);
+NPY_INPLACE double npy_cosh(double x);
+NPY_INPLACE double npy_tanh(double x);
+
+NPY_INPLACE double npy_asin(double x);
+NPY_INPLACE double npy_acos(double x);
+NPY_INPLACE double npy_atan(double x);
+
+NPY_INPLACE double npy_log(double x);
+NPY_INPLACE double npy_log10(double x);
+NPY_INPLACE double npy_exp(double x);
+NPY_INPLACE double npy_sqrt(double x);
+NPY_INPLACE double npy_cbrt(double x);
+
+NPY_INPLACE double npy_fabs(double x);
+NPY_INPLACE double npy_ceil(double x);
+NPY_INPLACE double npy_fmod(double x, double y);
+NPY_INPLACE double npy_floor(double x);
+
+NPY_INPLACE double npy_expm1(double x);
+NPY_INPLACE double npy_log1p(double x);
+NPY_INPLACE double npy_hypot(double x, double y);
+NPY_INPLACE double npy_acosh(double x);
+NPY_INPLACE double npy_asinh(double xx);
+NPY_INPLACE double npy_atanh(double x);
+NPY_INPLACE double npy_rint(double x);
+NPY_INPLACE double npy_trunc(double x);
+NPY_INPLACE double npy_exp2(double x);
+NPY_INPLACE double npy_log2(double x);
+
+NPY_INPLACE double npy_atan2(double x, double y);
+NPY_INPLACE double npy_pow(double x, double y);
+NPY_INPLACE double npy_modf(double x, double* y);
+NPY_INPLACE double npy_frexp(double x, int* y);
+NPY_INPLACE double npy_ldexp(double n, int y);
+
+NPY_INPLACE double npy_copysign(double x, double y);
+double npy_nextafter(double x, double y);
+double npy_spacing(double x);
+
+/*
+ * IEEE 754 fpu handling. Those are guaranteed to be macros
+ */
+
+/* use builtins to avoid function calls in tight loops
+ * only available if npy_config.h is available (= numpys own build) */
+#ifdef HAVE___BUILTIN_ISNAN
+    #define npy_isnan(x) __builtin_isnan(x)
+#else
+    #ifndef NPY_HAVE_DECL_ISNAN
+        #define npy_isnan(x) ((x) != (x))
+    #else
+        #if defined(_MSC_VER) && (_MSC_VER < 1900)
+            #define npy_isnan(x) _isnan((x))
+        #else
+            #define npy_isnan(x) isnan(x)
+        #endif
+    #endif
+#endif
+
+
+/* only available if npy_config.h is available (= numpys own build) */
+#ifdef HAVE___BUILTIN_ISFINITE
+    #define npy_isfinite(x) __builtin_isfinite(x)
+#else
+    #ifndef NPY_HAVE_DECL_ISFINITE
+        #ifdef _MSC_VER
+            #define npy_isfinite(x) _finite((x))
+        #else
+            #define npy_isfinite(x) !npy_isnan((x) + (-x))
+        #endif
+    #else
+        #define npy_isfinite(x) isfinite((x))
+    #endif
+#endif
+
+/* only available if npy_config.h is available (= numpys own build) */
+#ifdef HAVE___BUILTIN_ISINF
+    #define npy_isinf(x) __builtin_isinf(x)
+#else
+    #ifndef NPY_HAVE_DECL_ISINF
+        #define npy_isinf(x) (!npy_isfinite(x) && !npy_isnan(x))
+    #else
+        #if defined(_MSC_VER) && (_MSC_VER < 1900)
+            #define npy_isinf(x) (!_finite((x)) && !_isnan((x)))
+        #else
+            #define npy_isinf(x) isinf((x))
+        #endif
+    #endif
+#endif
+
+#ifndef NPY_HAVE_DECL_SIGNBIT
+    int _npy_signbit_f(float x);
+    int _npy_signbit_d(double x);
+    int _npy_signbit_ld(long double x);
+    #define npy_signbit(x) \
+        (sizeof (x) == sizeof (long double) ? _npy_signbit_ld (x) \
+         : sizeof (x) == sizeof (double) ? _npy_signbit_d (x) \
+         : _npy_signbit_f (x))
+#else
+    #define npy_signbit(x) signbit((x))
+#endif
+
+/*
+ * float C99 math functions
+ */
+NPY_INPLACE float npy_sinf(float x);
+NPY_INPLACE float npy_cosf(float x);
+NPY_INPLACE float npy_tanf(float x);
+NPY_INPLACE float npy_sinhf(float x);
+NPY_INPLACE float npy_coshf(float x);
+NPY_INPLACE float npy_tanhf(float x);
+NPY_INPLACE float npy_fabsf(float x);
+NPY_INPLACE float npy_floorf(float x);
+NPY_INPLACE float npy_ceilf(float x);
+NPY_INPLACE float npy_rintf(float x);
+NPY_INPLACE float npy_truncf(float x);
+NPY_INPLACE float npy_sqrtf(float x);
+NPY_INPLACE float npy_cbrtf(float x);
+NPY_INPLACE float npy_log10f(float x);
+NPY_INPLACE float npy_logf(float x);
+NPY_INPLACE float npy_expf(float x);
+NPY_INPLACE float npy_expm1f(float x);
+NPY_INPLACE float npy_asinf(float x);
+NPY_INPLACE float npy_acosf(float x);
+NPY_INPLACE float npy_atanf(float x);
+NPY_INPLACE float npy_asinhf(float x);
+NPY_INPLACE float npy_acoshf(float x);
+NPY_INPLACE float npy_atanhf(float x);
+NPY_INPLACE float npy_log1pf(float x);
+NPY_INPLACE float npy_exp2f(float x);
+NPY_INPLACE float npy_log2f(float x);
+
+NPY_INPLACE float npy_atan2f(float x, float y);
+NPY_INPLACE float npy_hypotf(float x, float y);
+NPY_INPLACE float npy_powf(float x, float y);
+NPY_INPLACE float npy_fmodf(float x, float y);
+
+NPY_INPLACE float npy_modff(float x, float* y);
+NPY_INPLACE float npy_frexpf(float x, int* y);
+NPY_INPLACE float npy_ldexpf(float x, int y);
+
+NPY_INPLACE float npy_copysignf(float x, float y);
+float npy_nextafterf(float x, float y);
+float npy_spacingf(float x);
+
+/*
+ * long double C99 math functions
+ */
+NPY_INPLACE npy_longdouble npy_sinl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_cosl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_tanl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_sinhl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_coshl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_tanhl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_fabsl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_floorl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_ceill(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_rintl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_truncl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_sqrtl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_cbrtl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_log10l(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_logl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_expl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_expm1l(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_asinl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_acosl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_atanl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_asinhl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_acoshl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_atanhl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_log1pl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_exp2l(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_log2l(npy_longdouble x);
+
+NPY_INPLACE npy_longdouble npy_atan2l(npy_longdouble x, npy_longdouble y);
+NPY_INPLACE npy_longdouble npy_hypotl(npy_longdouble x, npy_longdouble y);
+NPY_INPLACE npy_longdouble npy_powl(npy_longdouble x, npy_longdouble y);
+NPY_INPLACE npy_longdouble npy_fmodl(npy_longdouble x, npy_longdouble y);
+
+NPY_INPLACE npy_longdouble npy_modfl(npy_longdouble x, npy_longdouble* y);
+NPY_INPLACE npy_longdouble npy_frexpl(npy_longdouble x, int* y);
+NPY_INPLACE npy_longdouble npy_ldexpl(npy_longdouble x, int y);
+
+NPY_INPLACE npy_longdouble npy_copysignl(npy_longdouble x, npy_longdouble y);
+npy_longdouble npy_nextafterl(npy_longdouble x, npy_longdouble y);
+npy_longdouble npy_spacingl(npy_longdouble x);
+
+/*
+ * Non standard functions
+ */
+NPY_INPLACE double npy_deg2rad(double x);
+NPY_INPLACE double npy_rad2deg(double x);
+NPY_INPLACE double npy_logaddexp(double x, double y);
+NPY_INPLACE double npy_logaddexp2(double x, double y);
+NPY_INPLACE double npy_divmod(double x, double y, double *modulus);
+NPY_INPLACE double npy_heaviside(double x, double h0);
+
+NPY_INPLACE float npy_deg2radf(float x);
+NPY_INPLACE float npy_rad2degf(float x);
+NPY_INPLACE float npy_logaddexpf(float x, float y);
+NPY_INPLACE float npy_logaddexp2f(float x, float y);
+NPY_INPLACE float npy_divmodf(float x, float y, float *modulus);
+NPY_INPLACE float npy_heavisidef(float x, float h0);
+
+NPY_INPLACE npy_longdouble npy_deg2radl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_rad2degl(npy_longdouble x);
+NPY_INPLACE npy_longdouble npy_logaddexpl(npy_longdouble x, npy_longdouble y);
+NPY_INPLACE npy_longdouble npy_logaddexp2l(npy_longdouble x, npy_longdouble y);
+NPY_INPLACE npy_longdouble npy_divmodl(npy_longdouble x, npy_longdouble y,
+                           npy_longdouble *modulus);
+NPY_INPLACE npy_longdouble npy_heavisidel(npy_longdouble x, npy_longdouble h0);
+
+#define npy_degrees npy_rad2deg
+#define npy_degreesf npy_rad2degf
+#define npy_degreesl npy_rad2degl
+
+#define npy_radians npy_deg2rad
+#define npy_radiansf npy_deg2radf
+#define npy_radiansl npy_deg2radl
+
+/*
+ * Complex declarations
+ */
+
+/*
+ * C99 specifies that complex numbers have the same representation as
+ * an array of two elements, where the first element is the real part
+ * and the second element is the imaginary part.
+ */
+#define __NPY_CPACK_IMP(x, y, type, ctype)   \
+    union {                                  \
+        ctype z;                             \
+        type a[2];                           \
+    } z1;                                    \
+                                             \
+    z1.a[0] = (x);                           \
+    z1.a[1] = (y);                           \
+                                             \
+    return z1.z;
+
+static NPY_INLINE npy_cdouble npy_cpack(double x, double y)
+{
+    __NPY_CPACK_IMP(x, y, double, npy_cdouble);
+}
+
+static NPY_INLINE npy_cfloat npy_cpackf(float x, float y)
+{
+    __NPY_CPACK_IMP(x, y, float, npy_cfloat);
+}
+
+static NPY_INLINE npy_clongdouble npy_cpackl(npy_longdouble x, npy_longdouble y)
+{
+    __NPY_CPACK_IMP(x, y, npy_longdouble, npy_clongdouble);
+}
+#undef __NPY_CPACK_IMP
+
+/*
+ * Same remark as above, but in the other direction: extract first/second
+ * member of complex number, assuming a C99-compatible representation
+ *
+ * Those are defineds as static inline, and such as a reasonable compiler would
+ * most likely compile this to one or two instructions (on CISC at least)
+ */
+#define __NPY_CEXTRACT_IMP(z, index, type, ctype)   \
+    union {                                         \
+        ctype z;                                    \
+        type a[2];                                  \
+    } __z_repr;                                     \
+    __z_repr.z = z;                                 \
+                                                    \
+    return __z_repr.a[index];
+
+static NPY_INLINE double npy_creal(npy_cdouble z)
+{
+    __NPY_CEXTRACT_IMP(z, 0, double, npy_cdouble);
+}
+
+static NPY_INLINE double npy_cimag(npy_cdouble z)
+{
+    __NPY_CEXTRACT_IMP(z, 1, double, npy_cdouble);
+}
+
+static NPY_INLINE float npy_crealf(npy_cfloat z)
+{
+    __NPY_CEXTRACT_IMP(z, 0, float, npy_cfloat);
+}
+
+static NPY_INLINE float npy_cimagf(npy_cfloat z)
+{
+    __NPY_CEXTRACT_IMP(z, 1, float, npy_cfloat);
+}
+
+static NPY_INLINE npy_longdouble npy_creall(npy_clongdouble z)
+{
+    __NPY_CEXTRACT_IMP(z, 0, npy_longdouble, npy_clongdouble);
+}
+
+static NPY_INLINE npy_longdouble npy_cimagl(npy_clongdouble z)
+{
+    __NPY_CEXTRACT_IMP(z, 1, npy_longdouble, npy_clongdouble);
+}
+#undef __NPY_CEXTRACT_IMP
+
+/*
+ * Double precision complex functions
+ */
+double npy_cabs(npy_cdouble z);
+double npy_carg(npy_cdouble z);
+
+npy_cdouble npy_cexp(npy_cdouble z);
+npy_cdouble npy_clog(npy_cdouble z);
+npy_cdouble npy_cpow(npy_cdouble x, npy_cdouble y);
+
+npy_cdouble npy_csqrt(npy_cdouble z);
+
+npy_cdouble npy_ccos(npy_cdouble z);
+npy_cdouble npy_csin(npy_cdouble z);
+npy_cdouble npy_ctan(npy_cdouble z);
+
+npy_cdouble npy_ccosh(npy_cdouble z);
+npy_cdouble npy_csinh(npy_cdouble z);
+npy_cdouble npy_ctanh(npy_cdouble z);
+
+npy_cdouble npy_cacos(npy_cdouble z);
+npy_cdouble npy_casin(npy_cdouble z);
+npy_cdouble npy_catan(npy_cdouble z);
+
+npy_cdouble npy_cacosh(npy_cdouble z);
+npy_cdouble npy_casinh(npy_cdouble z);
+npy_cdouble npy_catanh(npy_cdouble z);
+
+/*
+ * Single precision complex functions
+ */
+float npy_cabsf(npy_cfloat z);
+float npy_cargf(npy_cfloat z);
+
+npy_cfloat npy_cexpf(npy_cfloat z);
+npy_cfloat npy_clogf(npy_cfloat z);
+npy_cfloat npy_cpowf(npy_cfloat x, npy_cfloat y);
+
+npy_cfloat npy_csqrtf(npy_cfloat z);
+
+npy_cfloat npy_ccosf(npy_cfloat z);
+npy_cfloat npy_csinf(npy_cfloat z);
+npy_cfloat npy_ctanf(npy_cfloat z);
+
+npy_cfloat npy_ccoshf(npy_cfloat z);
+npy_cfloat npy_csinhf(npy_cfloat z);
+npy_cfloat npy_ctanhf(npy_cfloat z);
+
+npy_cfloat npy_cacosf(npy_cfloat z);
+npy_cfloat npy_casinf(npy_cfloat z);
+npy_cfloat npy_catanf(npy_cfloat z);
+
+npy_cfloat npy_cacoshf(npy_cfloat z);
+npy_cfloat npy_casinhf(npy_cfloat z);
+npy_cfloat npy_catanhf(npy_cfloat z);
+
+
+/*
+ * Extended precision complex functions
+ */
+npy_longdouble npy_cabsl(npy_clongdouble z);
+npy_longdouble npy_cargl(npy_clongdouble z);
+
+npy_clongdouble npy_cexpl(npy_clongdouble z);
+npy_clongdouble npy_clogl(npy_clongdouble z);
+npy_clongdouble npy_cpowl(npy_clongdouble x, npy_clongdouble y);
+
+npy_clongdouble npy_csqrtl(npy_clongdouble z);
+
+npy_clongdouble npy_ccosl(npy_clongdouble z);
+npy_clongdouble npy_csinl(npy_clongdouble z);
+npy_clongdouble npy_ctanl(npy_clongdouble z);
+
+npy_clongdouble npy_ccoshl(npy_clongdouble z);
+npy_clongdouble npy_csinhl(npy_clongdouble z);
+npy_clongdouble npy_ctanhl(npy_clongdouble z);
+
+npy_clongdouble npy_cacosl(npy_clongdouble z);
+npy_clongdouble npy_casinl(npy_clongdouble z);
+npy_clongdouble npy_catanl(npy_clongdouble z);
+
+npy_clongdouble npy_cacoshl(npy_clongdouble z);
+npy_clongdouble npy_casinhl(npy_clongdouble z);
+npy_clongdouble npy_catanhl(npy_clongdouble z);
+
+
+/*
+ * Functions that set the floating point error
+ * status word.
+ */
+
+/*
+ * platform-dependent code translates floating point
+ * status to an integer sum of these values
+ */
+#define NPY_FPE_DIVIDEBYZERO  1
+#define NPY_FPE_OVERFLOW      2
+#define NPY_FPE_UNDERFLOW     4
+#define NPY_FPE_INVALID       8
+
+int npy_clear_floatstatus_barrier(char*);
+int npy_get_floatstatus_barrier(char*);
+/*
+ * use caution with these - clang and gcc8.1 are known to reorder calls
+ * to this form of the function which can defeat the check. The _barrier
+ * form of the call is preferable, where the argument is
+ * (char*)&local_variable
+ */
+int npy_clear_floatstatus(void);
+int npy_get_floatstatus(void);
+
+void npy_set_floatstatus_divbyzero(void);
+void npy_set_floatstatus_overflow(void);
+void npy_set_floatstatus_underflow(void);
+void npy_set_floatstatus_invalid(void);
+
+#ifdef __cplusplus
+}
+#endif
+
+#if NPY_INLINE_MATH
+#include "npy_math_internal.h"
+#endif
+
+#endif  /* NUMPY_CORE_INCLUDE_NUMPY_NPY_MATH_H_ */
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_no_deprecated_api.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_no_deprecated_api.h
new file mode 120000
index 0000000..41fdd82
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_no_deprecated_api.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d3/26/6b/25c40427a3021c9227424e533fdfea678b7b11f06ea0b389df822525de
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_os.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_os.h
new file mode 120000
index 0000000..823bab9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/npy_os.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/97/83/a5/208734b27c70219a89e15ee229b21c4d293e6ae6ec4d2b3413664abe33
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/numpyconfig.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/numpyconfig.h
new file mode 120000
index 0000000..c6220f8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/numpyconfig.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1b/18/09/c4f292d60706e2faa9f4107f2a92ffbf81f007b66932c1d65b164f2eac
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/old_defines.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/old_defines.h
new file mode 120000
index 0000000..1a15c73
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/old_defines.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c6/e6/10/0c394ccb0bb466caa6e7b864806c0bb0e171e88bf1ccdd9e88d17e8096
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/oldnumeric.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/oldnumeric.h
new file mode 120000
index 0000000..48f1f17
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/oldnumeric.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/95/a3/f9/ed24ed16d252b3f7e34510e5ae4df886a7ea0b0c4ff81144cad47a9533
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/random/bitgen.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/random/bitgen.h
new file mode 120000
index 0000000..567cf5d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/random/bitgen.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/d0/30/28e479e76afe36486e48e175bac6ff51188c49132f0f6d89179a4a2278
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/random/distributions.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/random/distributions.h
new file mode 120000
index 0000000..a238d66
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/random/distributions.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b8/95/51/f2a0742d776f460ed565a915ad9f2a0cf452f455a4c6d2c57d7ce3f897
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/ufunc_api.txt b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/ufunc_api.txt
new file mode 120000
index 0000000..e0250f6
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+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/ufunc_api.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/08/c6/11/4f95a5dfa56e7db1278d147fc8b835bdfd11df275c34e0f2258dd63c2c
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/ufuncobject.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/ufuncobject.h
new file mode 120000
index 0000000..d4f4ca9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/ufuncobject.h
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/3c/3a/45/379968012ca4b80826084b76b77f32b7946234fe78b43c90077df24fdf
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/include/numpy/utils.h b/venv/lib/python3.8/site-packages/numpy/core/include/numpy/utils.h
new file mode 120000
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c0/c3/68/9921f70df8f4abbf0fae32d5b45b4df853e8ed4278a3489f0943bee84b
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/lib/libnpymath.a b/venv/lib/python3.8/site-packages/numpy/core/lib/libnpymath.a
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/lib/npy-pkg-config/mlib.ini b/venv/lib/python3.8/site-packages/numpy/core/lib/npy-pkg-config/mlib.ini
new file mode 120000
index 0000000..a4f879e
--- /dev/null
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fc/bb/16/575792b4dab085d8983dadb9dfc18be3a7677d5c13e0cac8d736eca05c
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/lib/npy-pkg-config/npymath.ini b/venv/lib/python3.8/site-packages/numpy/core/lib/npy-pkg-config/npymath.ini
new file mode 120000
index 0000000..971d2ab
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/lib/npy-pkg-config/npymath.ini
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+/home/runner/.cache/pip/pool/91/a9/94/36b60a0265ea41af0170dbfb0f9b0ba8787a6e70a1334ff9ad90ac4df6
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/memmap.py b/venv/lib/python3.8/site-packages/numpy/core/memmap.py
new file mode 120000
index 0000000..ad2de2c
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+/home/runner/.cache/pip/pool/b4/80/f2/80191ed7cfd09d8c36999370e690629670e1c9d168252f1a96ff0a98ff
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/memmap.pyi b/venv/lib/python3.8/site-packages/numpy/core/memmap.pyi
new file mode 120000
index 0000000..2ab9984
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+/home/runner/.cache/pip/pool/b3/12/10/ed3e613cb1be44136774073c24fbebb0a117d5a981487d871a0e3c39ba
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/multiarray.py b/venv/lib/python3.8/site-packages/numpy/core/multiarray.py
new file mode 120000
index 0000000..9058a60
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+/home/runner/.cache/pip/pool/88/e3/66/25dc9515fdd90c2d696fb89c46ae993b28a978b85813b495f70850415b
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/multiarray.pyi b/venv/lib/python3.8/site-packages/numpy/core/multiarray.pyi
new file mode 120000
index 0000000..70dd2aa
--- /dev/null
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/61/42/1f/9de4fb1cf7b59a869b39c5cf1d7b1c34112879388aa2f8e35bfdb48b1e
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/numeric.py b/venv/lib/python3.8/site-packages/numpy/core/numeric.py
new file mode 120000
index 0000000..3d89aa5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/numeric.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/02/b6/8e/9df759731cf3d2f32090198eb249e7ff1343967a142583a4968cac641a
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/numeric.pyi b/venv/lib/python3.8/site-packages/numpy/core/numeric.pyi
new file mode 100644
index 0000000..98d3789
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/numeric.pyi
@@ -0,0 +1,657 @@
+from collections.abc import Callable, Sequence
+from typing import (
+    Any,
+    overload,
+    TypeVar,
+    Literal,
+    SupportsAbs,
+    SupportsIndex,
+    NoReturn,
+)
+from typing_extensions import TypeGuard
+
+from numpy import (
+    ComplexWarning as ComplexWarning,
+    generic,
+    unsignedinteger,
+    signedinteger,
+    floating,
+    complexfloating,
+    bool_,
+    int_,
+    intp,
+    float64,
+    timedelta64,
+    object_,
+    _OrderKACF,
+    _OrderCF,
+)
+
+from numpy._typing import (
+    ArrayLike,
+    NDArray,
+    DTypeLike,
+    _ShapeLike,
+    _DTypeLike,
+    _ArrayLike,
+    _SupportsArrayFunc,
+    _ScalarLike_co,
+    _ArrayLikeBool_co,
+    _ArrayLikeUInt_co,
+    _ArrayLikeInt_co,
+    _ArrayLikeFloat_co,
+    _ArrayLikeComplex_co,
+    _ArrayLikeTD64_co,
+    _ArrayLikeObject_co,
+    _ArrayLikeUnknown,
+)
+
+_T = TypeVar("_T")
+_SCT = TypeVar("_SCT", bound=generic)
+_ArrayType = TypeVar("_ArrayType", bound=NDArray[Any])
+
+_CorrelateMode = Literal["valid", "same", "full"]
+
+__all__: list[str]
+
+@overload
+def zeros_like(
+    a: _ArrayType,
+    dtype: None = ...,
+    order: _OrderKACF = ...,
+    subok: Literal[True] = ...,
+    shape: None = ...,
+) -> _ArrayType: ...
+@overload
+def zeros_like(
+    a: _ArrayLike[_SCT],
+    dtype: None = ...,
+    order: _OrderKACF = ...,
+    subok: bool = ...,
+    shape: None | _ShapeLike = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def zeros_like(
+    a: object,
+    dtype: None = ...,
+    order: _OrderKACF = ...,
+    subok: bool = ...,
+    shape: None | _ShapeLike= ...,
+) -> NDArray[Any]: ...
+@overload
+def zeros_like(
+    a: Any,
+    dtype: _DTypeLike[_SCT],
+    order: _OrderKACF = ...,
+    subok: bool = ...,
+    shape: None | _ShapeLike= ...,
+) -> NDArray[_SCT]: ...
+@overload
+def zeros_like(
+    a: Any,
+    dtype: DTypeLike,
+    order: _OrderKACF = ...,
+    subok: bool = ...,
+    shape: None | _ShapeLike= ...,
+) -> NDArray[Any]: ...
+
+@overload
+def ones(
+    shape: _ShapeLike,
+    dtype: None = ...,
+    order: _OrderCF = ...,
+    *,
+    like: _SupportsArrayFunc = ...,
+) -> NDArray[float64]: ...
+@overload
+def ones(
+    shape: _ShapeLike,
+    dtype: _DTypeLike[_SCT],
+    order: _OrderCF = ...,
+    *,
+    like: _SupportsArrayFunc = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def ones(
+    shape: _ShapeLike,
+    dtype: DTypeLike,
+    order: _OrderCF = ...,
+    *,
+    like: _SupportsArrayFunc = ...,
+) -> NDArray[Any]: ...
+
+@overload
+def ones_like(
+    a: _ArrayType,
+    dtype: None = ...,
+    order: _OrderKACF = ...,
+    subok: Literal[True] = ...,
+    shape: None = ...,
+) -> _ArrayType: ...
+@overload
+def ones_like(
+    a: _ArrayLike[_SCT],
+    dtype: None = ...,
+    order: _OrderKACF = ...,
+    subok: bool = ...,
+    shape: None | _ShapeLike = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def ones_like(
+    a: object,
+    dtype: None = ...,
+    order: _OrderKACF = ...,
+    subok: bool = ...,
+    shape: None | _ShapeLike= ...,
+) -> NDArray[Any]: ...
+@overload
+def ones_like(
+    a: Any,
+    dtype: _DTypeLike[_SCT],
+    order: _OrderKACF = ...,
+    subok: bool = ...,
+    shape: None | _ShapeLike= ...,
+) -> NDArray[_SCT]: ...
+@overload
+def ones_like(
+    a: Any,
+    dtype: DTypeLike,
+    order: _OrderKACF = ...,
+    subok: bool = ...,
+    shape: None | _ShapeLike= ...,
+) -> NDArray[Any]: ...
+
+@overload
+def full(
+    shape: _ShapeLike,
+    fill_value: Any,
+    dtype: None = ...,
+    order: _OrderCF = ...,
+    *,
+    like: _SupportsArrayFunc = ...,
+) -> NDArray[Any]: ...
+@overload
+def full(
+    shape: _ShapeLike,
+    fill_value: Any,
+    dtype: _DTypeLike[_SCT],
+    order: _OrderCF = ...,
+    *,
+    like: _SupportsArrayFunc = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def full(
+    shape: _ShapeLike,
+    fill_value: Any,
+    dtype: DTypeLike,
+    order: _OrderCF = ...,
+    *,
+    like: _SupportsArrayFunc = ...,
+) -> NDArray[Any]: ...
+
+@overload
+def full_like(
+    a: _ArrayType,
+    fill_value: Any,
+    dtype: None = ...,
+    order: _OrderKACF = ...,
+    subok: Literal[True] = ...,
+    shape: None = ...,
+) -> _ArrayType: ...
+@overload
+def full_like(
+    a: _ArrayLike[_SCT],
+    fill_value: Any,
+    dtype: None = ...,
+    order: _OrderKACF = ...,
+    subok: bool = ...,
+    shape: None | _ShapeLike = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def full_like(
+    a: object,
+    fill_value: Any,
+    dtype: None = ...,
+    order: _OrderKACF = ...,
+    subok: bool = ...,
+    shape: None | _ShapeLike= ...,
+) -> NDArray[Any]: ...
+@overload
+def full_like(
+    a: Any,
+    fill_value: Any,
+    dtype: _DTypeLike[_SCT],
+    order: _OrderKACF = ...,
+    subok: bool = ...,
+    shape: None | _ShapeLike= ...,
+) -> NDArray[_SCT]: ...
+@overload
+def full_like(
+    a: Any,
+    fill_value: Any,
+    dtype: DTypeLike,
+    order: _OrderKACF = ...,
+    subok: bool = ...,
+    shape: None | _ShapeLike= ...,
+) -> NDArray[Any]: ...
+
+@overload
+def count_nonzero(
+    a: ArrayLike,
+    axis: None = ...,
+    *,
+    keepdims: Literal[False] = ...,
+) -> int: ...
+@overload
+def count_nonzero(
+    a: ArrayLike,
+    axis: _ShapeLike = ...,
+    *,
+    keepdims: bool = ...,
+) -> Any: ...  # TODO: np.intp or ndarray[np.intp]
+
+def isfortran(a: NDArray[Any] | generic) -> bool: ...
+
+def argwhere(a: ArrayLike) -> NDArray[intp]: ...
+
+def flatnonzero(a: ArrayLike) -> NDArray[intp]: ...
+
+@overload
+def correlate(
+    a: _ArrayLikeUnknown,
+    v: _ArrayLikeUnknown,
+    mode: _CorrelateMode = ...,
+) -> NDArray[Any]: ...
+@overload
+def correlate(
+    a: _ArrayLikeBool_co,
+    v: _ArrayLikeBool_co,
+    mode: _CorrelateMode = ...,
+) -> NDArray[bool_]: ...
+@overload
+def correlate(
+    a: _ArrayLikeUInt_co,
+    v: _ArrayLikeUInt_co,
+    mode: _CorrelateMode = ...,
+) -> NDArray[unsignedinteger[Any]]: ...
+@overload
+def correlate(
+    a: _ArrayLikeInt_co,
+    v: _ArrayLikeInt_co,
+    mode: _CorrelateMode = ...,
+) -> NDArray[signedinteger[Any]]: ...
+@overload
+def correlate(
+    a: _ArrayLikeFloat_co,
+    v: _ArrayLikeFloat_co,
+    mode: _CorrelateMode = ...,
+) -> NDArray[floating[Any]]: ...
+@overload
+def correlate(
+    a: _ArrayLikeComplex_co,
+    v: _ArrayLikeComplex_co,
+    mode: _CorrelateMode = ...,
+) -> NDArray[complexfloating[Any, Any]]: ...
+@overload
+def correlate(
+    a: _ArrayLikeTD64_co,
+    v: _ArrayLikeTD64_co,
+    mode: _CorrelateMode = ...,
+) -> NDArray[timedelta64]: ...
+@overload
+def correlate(
+    a: _ArrayLikeObject_co,
+    v: _ArrayLikeObject_co,
+    mode: _CorrelateMode = ...,
+) -> NDArray[object_]: ...
+
+@overload
+def convolve(
+    a: _ArrayLikeUnknown,
+    v: _ArrayLikeUnknown,
+    mode: _CorrelateMode = ...,
+) -> NDArray[Any]: ...
+@overload
+def convolve(
+    a: _ArrayLikeBool_co,
+    v: _ArrayLikeBool_co,
+    mode: _CorrelateMode = ...,
+) -> NDArray[bool_]: ...
+@overload
+def convolve(
+    a: _ArrayLikeUInt_co,
+    v: _ArrayLikeUInt_co,
+    mode: _CorrelateMode = ...,
+) -> NDArray[unsignedinteger[Any]]: ...
+@overload
+def convolve(
+    a: _ArrayLikeInt_co,
+    v: _ArrayLikeInt_co,
+    mode: _CorrelateMode = ...,
+) -> NDArray[signedinteger[Any]]: ...
+@overload
+def convolve(
+    a: _ArrayLikeFloat_co,
+    v: _ArrayLikeFloat_co,
+    mode: _CorrelateMode = ...,
+) -> NDArray[floating[Any]]: ...
+@overload
+def convolve(
+    a: _ArrayLikeComplex_co,
+    v: _ArrayLikeComplex_co,
+    mode: _CorrelateMode = ...,
+) -> NDArray[complexfloating[Any, Any]]: ...
+@overload
+def convolve(
+    a: _ArrayLikeTD64_co,
+    v: _ArrayLikeTD64_co,
+    mode: _CorrelateMode = ...,
+) -> NDArray[timedelta64]: ...
+@overload
+def convolve(
+    a: _ArrayLikeObject_co,
+    v: _ArrayLikeObject_co,
+    mode: _CorrelateMode = ...,
+) -> NDArray[object_]: ...
+
+@overload
+def outer(
+    a: _ArrayLikeUnknown,
+    b: _ArrayLikeUnknown,
+    out: None = ...,
+) -> NDArray[Any]: ...
+@overload
+def outer(
+    a: _ArrayLikeBool_co,
+    b: _ArrayLikeBool_co,
+    out: None = ...,
+) -> NDArray[bool_]: ...
+@overload
+def outer(
+    a: _ArrayLikeUInt_co,
+    b: _ArrayLikeUInt_co,
+    out: None = ...,
+) -> NDArray[unsignedinteger[Any]]: ...
+@overload
+def outer(
+    a: _ArrayLikeInt_co,
+    b: _ArrayLikeInt_co,
+    out: None = ...,
+) -> NDArray[signedinteger[Any]]: ...
+@overload
+def outer(
+    a: _ArrayLikeFloat_co,
+    b: _ArrayLikeFloat_co,
+    out: None = ...,
+) -> NDArray[floating[Any]]: ...
+@overload
+def outer(
+    a: _ArrayLikeComplex_co,
+    b: _ArrayLikeComplex_co,
+    out: None = ...,
+) -> NDArray[complexfloating[Any, Any]]: ...
+@overload
+def outer(
+    a: _ArrayLikeTD64_co,
+    b: _ArrayLikeTD64_co,
+    out: None = ...,
+) -> NDArray[timedelta64]: ...
+@overload
+def outer(
+    a: _ArrayLikeObject_co,
+    b: _ArrayLikeObject_co,
+    out: None = ...,
+) -> NDArray[object_]: ...
+@overload
+def outer(
+    a: _ArrayLikeComplex_co | _ArrayLikeTD64_co | _ArrayLikeObject_co,
+    b: _ArrayLikeComplex_co | _ArrayLikeTD64_co | _ArrayLikeObject_co,
+    out: _ArrayType,
+) -> _ArrayType: ...
+
+@overload
+def tensordot(
+    a: _ArrayLikeUnknown,
+    b: _ArrayLikeUnknown,
+    axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
+) -> NDArray[Any]: ...
+@overload
+def tensordot(
+    a: _ArrayLikeBool_co,
+    b: _ArrayLikeBool_co,
+    axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
+) -> NDArray[bool_]: ...
+@overload
+def tensordot(
+    a: _ArrayLikeUInt_co,
+    b: _ArrayLikeUInt_co,
+    axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
+) -> NDArray[unsignedinteger[Any]]: ...
+@overload
+def tensordot(
+    a: _ArrayLikeInt_co,
+    b: _ArrayLikeInt_co,
+    axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
+) -> NDArray[signedinteger[Any]]: ...
+@overload
+def tensordot(
+    a: _ArrayLikeFloat_co,
+    b: _ArrayLikeFloat_co,
+    axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
+) -> NDArray[floating[Any]]: ...
+@overload
+def tensordot(
+    a: _ArrayLikeComplex_co,
+    b: _ArrayLikeComplex_co,
+    axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
+) -> NDArray[complexfloating[Any, Any]]: ...
+@overload
+def tensordot(
+    a: _ArrayLikeTD64_co,
+    b: _ArrayLikeTD64_co,
+    axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
+) -> NDArray[timedelta64]: ...
+@overload
+def tensordot(
+    a: _ArrayLikeObject_co,
+    b: _ArrayLikeObject_co,
+    axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
+) -> NDArray[object_]: ...
+
+@overload
+def roll(
+    a: _ArrayLike[_SCT],
+    shift: _ShapeLike,
+    axis: None | _ShapeLike = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def roll(
+    a: ArrayLike,
+    shift: _ShapeLike,
+    axis: None | _ShapeLike = ...,
+) -> NDArray[Any]: ...
+
+def rollaxis(
+    a: NDArray[_SCT],
+    axis: int,
+    start: int = ...,
+) -> NDArray[_SCT]: ...
+
+def moveaxis(
+    a: NDArray[_SCT],
+    source: _ShapeLike,
+    destination: _ShapeLike,
+) -> NDArray[_SCT]: ...
+
+@overload
+def cross(
+    a: _ArrayLikeUnknown,
+    b: _ArrayLikeUnknown,
+    axisa: int = ...,
+    axisb: int = ...,
+    axisc: int = ...,
+    axis: None | int = ...,
+) -> NDArray[Any]: ...
+@overload
+def cross(
+    a: _ArrayLikeBool_co,
+    b: _ArrayLikeBool_co,
+    axisa: int = ...,
+    axisb: int = ...,
+    axisc: int = ...,
+    axis: None | int = ...,
+) -> NoReturn: ...
+@overload
+def cross(
+    a: _ArrayLikeUInt_co,
+    b: _ArrayLikeUInt_co,
+    axisa: int = ...,
+    axisb: int = ...,
+    axisc: int = ...,
+    axis: None | int = ...,
+) -> NDArray[unsignedinteger[Any]]: ...
+@overload
+def cross(
+    a: _ArrayLikeInt_co,
+    b: _ArrayLikeInt_co,
+    axisa: int = ...,
+    axisb: int = ...,
+    axisc: int = ...,
+    axis: None | int = ...,
+) -> NDArray[signedinteger[Any]]: ...
+@overload
+def cross(
+    a: _ArrayLikeFloat_co,
+    b: _ArrayLikeFloat_co,
+    axisa: int = ...,
+    axisb: int = ...,
+    axisc: int = ...,
+    axis: None | int = ...,
+) -> NDArray[floating[Any]]: ...
+@overload
+def cross(
+    a: _ArrayLikeComplex_co,
+    b: _ArrayLikeComplex_co,
+    axisa: int = ...,
+    axisb: int = ...,
+    axisc: int = ...,
+    axis: None | int = ...,
+) -> NDArray[complexfloating[Any, Any]]: ...
+@overload
+def cross(
+    a: _ArrayLikeObject_co,
+    b: _ArrayLikeObject_co,
+    axisa: int = ...,
+    axisb: int = ...,
+    axisc: int = ...,
+    axis: None | int = ...,
+) -> NDArray[object_]: ...
+
+@overload
+def indices(
+    dimensions: Sequence[int],
+    dtype: type[int] = ...,
+    sparse: Literal[False] = ...,
+) -> NDArray[int_]: ...
+@overload
+def indices(
+    dimensions: Sequence[int],
+    dtype: type[int] = ...,
+    sparse: Literal[True] = ...,
+) -> tuple[NDArray[int_], ...]: ...
+@overload
+def indices(
+    dimensions: Sequence[int],
+    dtype: _DTypeLike[_SCT],
+    sparse: Literal[False] = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def indices(
+    dimensions: Sequence[int],
+    dtype: _DTypeLike[_SCT],
+    sparse: Literal[True],
+) -> tuple[NDArray[_SCT], ...]: ...
+@overload
+def indices(
+    dimensions: Sequence[int],
+    dtype: DTypeLike,
+    sparse: Literal[False] = ...,
+) -> NDArray[Any]: ...
+@overload
+def indices(
+    dimensions: Sequence[int],
+    dtype: DTypeLike,
+    sparse: Literal[True],
+) -> tuple[NDArray[Any], ...]: ...
+
+def fromfunction(
+    function: Callable[..., _T],
+    shape: Sequence[int],
+    *,
+    dtype: DTypeLike = ...,
+    like: _SupportsArrayFunc = ...,
+    **kwargs: Any,
+) -> _T: ...
+
+def isscalar(element: object) -> TypeGuard[
+    generic | bool | int | float | complex | str | bytes | memoryview
+]: ...
+
+def binary_repr(num: int, width: None | int = ...) -> str: ...
+
+def base_repr(
+    number: SupportsAbs[float],
+    base: float = ...,
+    padding: SupportsIndex = ...,
+) -> str: ...
+
+@overload
+def identity(
+    n: int,
+    dtype: None = ...,
+    *,
+    like: _SupportsArrayFunc = ...,
+) -> NDArray[float64]: ...
+@overload
+def identity(
+    n: int,
+    dtype: _DTypeLike[_SCT],
+    *,
+    like: _SupportsArrayFunc = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def identity(
+    n: int,
+    dtype: DTypeLike,
+    *,
+    like: _SupportsArrayFunc = ...,
+) -> NDArray[Any]: ...
+
+def allclose(
+    a: ArrayLike,
+    b: ArrayLike,
+    rtol: float = ...,
+    atol: float = ...,
+    equal_nan: bool = ...,
+) -> bool: ...
+
+@overload
+def isclose(
+    a: _ScalarLike_co,
+    b: _ScalarLike_co,
+    rtol: float = ...,
+    atol: float = ...,
+    equal_nan: bool = ...,
+) -> bool_: ...
+@overload
+def isclose(
+    a: ArrayLike,
+    b: ArrayLike,
+    rtol: float = ...,
+    atol: float = ...,
+    equal_nan: bool = ...,
+) -> NDArray[bool_]: ...
+
+def array_equal(a1: ArrayLike, a2: ArrayLike, equal_nan: bool = ...) -> bool: ...
+
+def array_equiv(a1: ArrayLike, a2: ArrayLike) -> bool: ...
diff --git a/venv/lib/python3.8/site-packages/numpy/core/numerictypes.py b/venv/lib/python3.8/site-packages/numpy/core/numerictypes.py
new file mode 120000
index 0000000..45c9bb4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/numerictypes.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/96/b7/62/0fe4d37231b5d0ad4968162bd6ec4d811fefb4d91be2ce5c833dacd191
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/numerictypes.pyi b/venv/lib/python3.8/site-packages/numpy/core/numerictypes.pyi
new file mode 120000
index 0000000..fced3e0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/numerictypes.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/9e/c4/1a/7af29217fbd52ba4c8b5af25af8b6ffd93b54ee5add22729912446909b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/overrides.py b/venv/lib/python3.8/site-packages/numpy/core/overrides.py
new file mode 120000
index 0000000..4fb3ce8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/overrides.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0f/78/0f/6fa666b89ea0aeada15b8ceae0c615f7072d1610958dd5e1b3e7ad0a8e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/records.py b/venv/lib/python3.8/site-packages/numpy/core/records.py
new file mode 120000
index 0000000..2e85a73
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/records.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/90/8b/14/9ecfe6f01438d074e6077f52da8818e56469845d042bf3d74b3c19dad6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/records.pyi b/venv/lib/python3.8/site-packages/numpy/core/records.pyi
new file mode 120000
index 0000000..806a43d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/records.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b9/8c/04/e9c02818a80de94e2bc9f199c7fde6fb7b18d34ea3cad8d62eb0d1472d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/setup.py b/venv/lib/python3.8/site-packages/numpy/core/setup.py
new file mode 100644
index 0000000..52b51e4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/setup.py
@@ -0,0 +1,1209 @@
+import os
+import sys
+import sysconfig
+import pickle
+import copy
+import warnings
+import textwrap
+import glob
+from os.path import join
+
+from numpy.distutils import log
+from distutils.dep_util import newer
+from sysconfig import get_config_var
+from numpy.compat import npy_load_module
+from setup_common import *  # noqa: F403
+
+# Set to True to enable relaxed strides checking. This (mostly) means
+# that `strides[dim]` is ignored if `shape[dim] == 1` when setting flags.
+NPY_RELAXED_STRIDES_CHECKING = (os.environ.get('NPY_RELAXED_STRIDES_CHECKING', "1") != "0")
+if not NPY_RELAXED_STRIDES_CHECKING:
+    raise SystemError(
+        "Support for NPY_RELAXED_STRIDES_CHECKING=0 has been remove as of "
+        "NumPy 1.23.  This error will eventually be removed entirely.")
+
+# Put NPY_RELAXED_STRIDES_DEBUG=1 in the environment if you want numpy to use a
+# bogus value for affected strides in order to help smoke out bad stride usage
+# when relaxed stride checking is enabled.
+NPY_RELAXED_STRIDES_DEBUG = (os.environ.get('NPY_RELAXED_STRIDES_DEBUG', "0") != "0")
+NPY_RELAXED_STRIDES_DEBUG = NPY_RELAXED_STRIDES_DEBUG and NPY_RELAXED_STRIDES_CHECKING
+
+# Set NPY_DISABLE_SVML=1 in the environment to disable the vendored SVML
+# library. This option only has significance on a Linux x86_64 host and is most
+# useful to avoid improperly requiring SVML when cross compiling.
+NPY_DISABLE_SVML = (os.environ.get('NPY_DISABLE_SVML', "0") == "1")
+
+# XXX: ugly, we use a class to avoid calling twice some expensive functions in
+# config.h/numpyconfig.h. I don't see a better way because distutils force
+# config.h generation inside an Extension class, and as such sharing
+# configuration information between extensions is not easy.
+# Using a pickled-based memoize does not work because config_cmd is an instance
+# method, which cPickle does not like.
+#
+# Use pickle in all cases, as cPickle is gone in python3 and the difference
+# in time is only in build. -- Charles Harris, 2013-03-30
+
+class CallOnceOnly:
+    def __init__(self):
+        self._check_types = None
+        self._check_ieee_macros = None
+        self._check_complex = None
+
+    def check_types(self, *a, **kw):
+        if self._check_types is None:
+            out = check_types(*a, **kw)
+            self._check_types = pickle.dumps(out)
+        else:
+            out = copy.deepcopy(pickle.loads(self._check_types))
+        return out
+
+    def check_ieee_macros(self, *a, **kw):
+        if self._check_ieee_macros is None:
+            out = check_ieee_macros(*a, **kw)
+            self._check_ieee_macros = pickle.dumps(out)
+        else:
+            out = copy.deepcopy(pickle.loads(self._check_ieee_macros))
+        return out
+
+    def check_complex(self, *a, **kw):
+        if self._check_complex is None:
+            out = check_complex(*a, **kw)
+            self._check_complex = pickle.dumps(out)
+        else:
+            out = copy.deepcopy(pickle.loads(self._check_complex))
+        return out
+
+def can_link_svml():
+    """SVML library is supported only on x86_64 architecture and currently
+    only on linux
+    """
+    if NPY_DISABLE_SVML:
+        return False
+    platform = sysconfig.get_platform()
+    return ("x86_64" in platform
+            and "linux" in platform
+            and sys.maxsize > 2**31)
+
+def check_svml_submodule(svmlpath):
+    if not os.path.exists(svmlpath + "/README.md"):
+        raise RuntimeError("Missing `SVML` submodule! Run `git submodule "
+                           "update --init` to fix this.")
+    return True
+
+def pythonlib_dir():
+    """return path where libpython* is."""
+    if sys.platform == 'win32':
+        return os.path.join(sys.prefix, "libs")
+    else:
+        return get_config_var('LIBDIR')
+
+def is_npy_no_signal():
+    """Return True if the NPY_NO_SIGNAL symbol must be defined in configuration
+    header."""
+    return sys.platform == 'win32'
+
+def is_npy_no_smp():
+    """Return True if the NPY_NO_SMP symbol must be defined in public
+    header (when SMP support cannot be reliably enabled)."""
+    # Perhaps a fancier check is in order here.
+    #  so that threads are only enabled if there
+    #  are actually multiple CPUS? -- but
+    #  threaded code can be nice even on a single
+    #  CPU so that long-calculating code doesn't
+    #  block.
+    return 'NPY_NOSMP' in os.environ
+
+def win32_checks(deflist):
+    from numpy.distutils.misc_util import get_build_architecture
+    a = get_build_architecture()
+
+    # Distutils hack on AMD64 on windows
+    print('BUILD_ARCHITECTURE: %r, os.name=%r, sys.platform=%r' %
+          (a, os.name, sys.platform))
+    if a == 'AMD64':
+        deflist.append('DISTUTILS_USE_SDK')
+
+    # On win32, force long double format string to be 'g', not
+    # 'Lg', since the MS runtime does not support long double whose
+    # size is > sizeof(double)
+    if a == "Intel" or a == "AMD64":
+        deflist.append('FORCE_NO_LONG_DOUBLE_FORMATTING')
+
+def check_math_capabilities(config, ext, moredefs, mathlibs):
+    def check_func(
+        func_name,
+        decl=False,
+        headers=["feature_detection_math.h"],
+    ):
+        return config.check_func(
+            func_name,
+            libraries=mathlibs,
+            decl=decl,
+            call=True,
+            call_args=FUNC_CALL_ARGS[func_name],
+            headers=headers,
+        )
+
+    def check_funcs_once(funcs_name, headers=["feature_detection_math.h"]):
+        call = dict([(f, True) for f in funcs_name])
+        call_args = dict([(f, FUNC_CALL_ARGS[f]) for f in funcs_name])
+        st = config.check_funcs_once(
+            funcs_name,
+            libraries=mathlibs,
+            decl=False,
+            call=call,
+            call_args=call_args,
+            headers=headers,
+        )
+        if st:
+            moredefs.extend([(fname2def(f), 1) for f in funcs_name])
+        return st
+
+    def check_funcs(funcs_name, headers=["feature_detection_math.h"]):
+        # Use check_funcs_once first, and if it does not work, test func per
+        # func. Return success only if all the functions are available
+        if not check_funcs_once(funcs_name, headers=headers):
+            # Global check failed, check func per func
+            for f in funcs_name:
+                if check_func(f, headers=headers):
+                    moredefs.append((fname2def(f), 1))
+            return 0
+        else:
+            return 1
+
+    #use_msvc = config.check_decl("_MSC_VER")
+    if not check_funcs_once(MANDATORY_FUNCS):
+        raise SystemError("One of the required function to build numpy is not"
+                " available (the list is %s)." % str(MANDATORY_FUNCS))
+
+    # Standard functions which may not be available and for which we have a
+    # replacement implementation. Note that some of these are C99 functions.
+
+    # XXX: hack to circumvent cpp pollution from python: python put its
+    # config.h in the public namespace, so we have a clash for the common
+    # functions we test. We remove every function tested by python's
+    # autoconf, hoping their own test are correct
+    for f in OPTIONAL_STDFUNCS_MAYBE:
+        if config.check_decl(fname2def(f),
+                    headers=["Python.h", "math.h"]):
+            if f in OPTIONAL_STDFUNCS:
+                OPTIONAL_STDFUNCS.remove(f)
+            else:
+                OPTIONAL_FILE_FUNCS.remove(f)
+
+
+    check_funcs(OPTIONAL_STDFUNCS)
+    check_funcs(OPTIONAL_FILE_FUNCS, headers=["feature_detection_stdio.h"])
+    check_funcs(OPTIONAL_MISC_FUNCS, headers=["feature_detection_misc.h"])
+    
+
+
+    for h in OPTIONAL_HEADERS:
+        if config.check_func("", decl=False, call=False, headers=[h]):
+            h = h.replace(".", "_").replace(os.path.sep, "_")
+            moredefs.append((fname2def(h), 1))
+
+    # Try with both "locale.h" and "xlocale.h"
+    locale_headers = [
+        "stdlib.h",
+        "xlocale.h",
+        "feature_detection_locale.h",
+    ]
+    if not check_funcs(OPTIONAL_LOCALE_FUNCS, headers=locale_headers):
+        # It didn't work with xlocale.h, maybe it will work with locale.h?
+        locale_headers[1] = "locale.h"
+        check_funcs(OPTIONAL_LOCALE_FUNCS, headers=locale_headers)
+
+    for tup in OPTIONAL_INTRINSICS:
+        headers = None
+        if len(tup) == 2:
+            f, args, m = tup[0], tup[1], fname2def(tup[0])
+        elif len(tup) == 3:
+            f, args, headers, m = tup[0], tup[1], [tup[2]], fname2def(tup[0])
+        else:
+            f, args, headers, m = tup[0], tup[1], [tup[2]], fname2def(tup[3])
+        if config.check_func(f, decl=False, call=True, call_args=args,
+                             headers=headers):
+            moredefs.append((m, 1))
+
+    for dec, fn in OPTIONAL_FUNCTION_ATTRIBUTES:
+        if config.check_gcc_function_attribute(dec, fn):
+            moredefs.append((fname2def(fn), 1))
+            if fn == 'attribute_target_avx512f':
+                # GH-14787: Work around GCC<8.4 bug when compiling with AVX512
+                # support on Windows-based platforms
+                if (sys.platform in ('win32', 'cygwin') and
+                        config.check_compiler_gcc() and
+                        not config.check_gcc_version_at_least(8, 4)):
+                    ext.extra_compile_args.extend(
+                            ['-ffixed-xmm%s' % n for n in range(16, 32)])
+
+    for dec, fn, code, header in OPTIONAL_FUNCTION_ATTRIBUTES_WITH_INTRINSICS:
+        if config.check_gcc_function_attribute_with_intrinsics(dec, fn, code,
+                                                               header):
+            moredefs.append((fname2def(fn), 1))
+
+    for fn in OPTIONAL_VARIABLE_ATTRIBUTES:
+        if config.check_gcc_variable_attribute(fn):
+            m = fn.replace("(", "_").replace(")", "_")
+            moredefs.append((fname2def(m), 1))
+
+    # C99 functions: float and long double versions
+    check_funcs(C99_FUNCS_SINGLE)
+    check_funcs(C99_FUNCS_EXTENDED)
+
+def check_complex(config, mathlibs):
+    priv = []
+    pub = []
+
+    try:
+        if os.uname()[0] == "Interix":
+            warnings.warn("Disabling broken complex support. See #1365", stacklevel=2)
+            return priv, pub
+    except Exception:
+        # os.uname not available on all platforms. blanket except ugly but safe
+        pass
+
+    # Check for complex support
+    st = config.check_header('complex.h')
+    if st:
+        priv.append(('HAVE_COMPLEX_H', 1))
+        pub.append(('NPY_USE_C99_COMPLEX', 1))
+
+        for t in C99_COMPLEX_TYPES:
+            st = config.check_type(t, headers=["complex.h"])
+            if st:
+                pub.append(('NPY_HAVE_%s' % type2def(t), 1))
+
+        def check_prec(prec):
+            flist = [f + prec for f in C99_COMPLEX_FUNCS]
+            decl = dict([(f, True) for f in flist])
+            if not config.check_funcs_once(flist, call=decl, decl=decl,
+                                           libraries=mathlibs):
+                for f in flist:
+                    if config.check_func(f, call=True, decl=True,
+                                         libraries=mathlibs):
+                        priv.append((fname2def(f), 1))
+            else:
+                priv.extend([(fname2def(f), 1) for f in flist])
+
+        check_prec('')
+        check_prec('f')
+        check_prec('l')
+
+    return priv, pub
+
+def check_ieee_macros(config):
+    priv = []
+    pub = []
+
+    macros = []
+
+    def _add_decl(f):
+        priv.append(fname2def("decl_%s" % f))
+        pub.append('NPY_%s' % fname2def("decl_%s" % f))
+
+    # XXX: hack to circumvent cpp pollution from python: python put its
+    # config.h in the public namespace, so we have a clash for the common
+    # functions we test. We remove every function tested by python's
+    # autoconf, hoping their own test are correct
+    _macros = ["isnan", "isinf", "signbit", "isfinite"]
+    for f in _macros:
+        py_symbol = fname2def("decl_%s" % f)
+        already_declared = config.check_decl(py_symbol,
+                headers=["Python.h", "math.h"])
+        if already_declared:
+            if config.check_macro_true(py_symbol,
+                    headers=["Python.h", "math.h"]):
+                pub.append('NPY_%s' % fname2def("decl_%s" % f))
+        else:
+            macros.append(f)
+    # Normally, isnan and isinf are macro (C99), but some platforms only have
+    # func, or both func and macro version. Check for macro only, and define
+    # replacement ones if not found.
+    # Note: including Python.h is necessary because it modifies some math.h
+    # definitions
+    for f in macros:
+        st = config.check_decl(f, headers=["Python.h", "math.h"])
+        if st:
+            _add_decl(f)
+
+    return priv, pub
+
+def check_types(config_cmd, ext, build_dir):
+    private_defines = []
+    public_defines = []
+
+    # Expected size (in number of bytes) for each type. This is an
+    # optimization: those are only hints, and an exhaustive search for the size
+    # is done if the hints are wrong.
+    expected = {'short': [2], 'int': [4], 'long': [8, 4],
+                'float': [4], 'double': [8], 'long double': [16, 12, 8],
+                'Py_intptr_t': [8, 4], 'PY_LONG_LONG': [8], 'long long': [8],
+                'off_t': [8, 4]}
+
+    # Check we have the python header (-dev* packages on Linux)
+    result = config_cmd.check_header('Python.h')
+    if not result:
+        python = 'python'
+        if '__pypy__' in sys.builtin_module_names:
+            python = 'pypy'
+        raise SystemError(
+                "Cannot compile 'Python.h'. Perhaps you need to "
+                "install {0}-dev|{0}-devel.".format(python))
+    res = config_cmd.check_header("endian.h")
+    if res:
+        private_defines.append(('HAVE_ENDIAN_H', 1))
+        public_defines.append(('NPY_HAVE_ENDIAN_H', 1))
+    res = config_cmd.check_header("sys/endian.h")
+    if res:
+        private_defines.append(('HAVE_SYS_ENDIAN_H', 1))
+        public_defines.append(('NPY_HAVE_SYS_ENDIAN_H', 1))
+
+    # Check basic types sizes
+    for type in ('short', 'int', 'long'):
+        res = config_cmd.check_decl("SIZEOF_%s" % sym2def(type), headers=["Python.h"])
+        if res:
+            public_defines.append(('NPY_SIZEOF_%s' % sym2def(type), "SIZEOF_%s" % sym2def(type)))
+        else:
+            res = config_cmd.check_type_size(type, expected=expected[type])
+            if res >= 0:
+                public_defines.append(('NPY_SIZEOF_%s' % sym2def(type), '%d' % res))
+            else:
+                raise SystemError("Checking sizeof (%s) failed !" % type)
+
+    for type in ('float', 'double', 'long double'):
+        already_declared = config_cmd.check_decl("SIZEOF_%s" % sym2def(type),
+                                                 headers=["Python.h"])
+        res = config_cmd.check_type_size(type, expected=expected[type])
+        if res >= 0:
+            public_defines.append(('NPY_SIZEOF_%s' % sym2def(type), '%d' % res))
+            if not already_declared and not type == 'long double':
+                private_defines.append(('SIZEOF_%s' % sym2def(type), '%d' % res))
+        else:
+            raise SystemError("Checking sizeof (%s) failed !" % type)
+
+        # Compute size of corresponding complex type: used to check that our
+        # definition is binary compatible with C99 complex type (check done at
+        # build time in npy_common.h)
+        complex_def = "struct {%s __x; %s __y;}" % (type, type)
+        res = config_cmd.check_type_size(complex_def,
+                                         expected=[2 * x for x in expected[type]])
+        if res >= 0:
+            public_defines.append(('NPY_SIZEOF_COMPLEX_%s' % sym2def(type), '%d' % res))
+        else:
+            raise SystemError("Checking sizeof (%s) failed !" % complex_def)
+
+    for type in ('Py_intptr_t', 'off_t'):
+        res = config_cmd.check_type_size(type, headers=["Python.h"],
+                library_dirs=[pythonlib_dir()],
+                expected=expected[type])
+
+        if res >= 0:
+            private_defines.append(('SIZEOF_%s' % sym2def(type), '%d' % res))
+            public_defines.append(('NPY_SIZEOF_%s' % sym2def(type), '%d' % res))
+        else:
+            raise SystemError("Checking sizeof (%s) failed !" % type)
+
+    # We check declaration AND type because that's how distutils does it.
+    if config_cmd.check_decl('PY_LONG_LONG', headers=['Python.h']):
+        res = config_cmd.check_type_size('PY_LONG_LONG',  headers=['Python.h'],
+                library_dirs=[pythonlib_dir()],
+                expected=expected['PY_LONG_LONG'])
+        if res >= 0:
+            private_defines.append(('SIZEOF_%s' % sym2def('PY_LONG_LONG'), '%d' % res))
+            public_defines.append(('NPY_SIZEOF_%s' % sym2def('PY_LONG_LONG'), '%d' % res))
+        else:
+            raise SystemError("Checking sizeof (%s) failed !" % 'PY_LONG_LONG')
+
+        res = config_cmd.check_type_size('long long',
+                expected=expected['long long'])
+        if res >= 0:
+            #private_defines.append(('SIZEOF_%s' % sym2def('long long'), '%d' % res))
+            public_defines.append(('NPY_SIZEOF_%s' % sym2def('long long'), '%d' % res))
+        else:
+            raise SystemError("Checking sizeof (%s) failed !" % 'long long')
+
+    if not config_cmd.check_decl('CHAR_BIT', headers=['Python.h']):
+        raise RuntimeError(
+            "Config wo CHAR_BIT is not supported"
+            ", please contact the maintainers")
+
+    return private_defines, public_defines
+
+def check_mathlib(config_cmd):
+    # Testing the C math library
+    mathlibs = []
+    mathlibs_choices = [[], ["m"], ["cpml"]]
+    mathlib = os.environ.get("MATHLIB")
+    if mathlib:
+        mathlibs_choices.insert(0, mathlib.split(","))
+    for libs in mathlibs_choices:
+        if config_cmd.check_func(
+            "log",
+            libraries=libs,
+            call_args="0",
+            decl="double log(double);",
+            call=True
+        ):
+            mathlibs = libs
+            break
+    else:
+        raise RuntimeError(
+            "math library missing; rerun setup.py after setting the "
+            "MATHLIB env variable"
+        )
+    return mathlibs
+
+
+def visibility_define(config):
+    """Return the define value to use for NPY_VISIBILITY_HIDDEN (may be empty
+    string)."""
+    hide = '__attribute__((visibility("hidden")))'
+    if config.check_gcc_function_attribute(hide, 'hideme'):
+        return hide
+    else:
+        return ''
+
+def configuration(parent_package='',top_path=None):
+    from numpy.distutils.misc_util import (Configuration, dot_join,
+                                           exec_mod_from_location)
+    from numpy.distutils.system_info import (get_info, blas_opt_info,
+                                             lapack_opt_info)
+    from numpy.distutils.ccompiler_opt import NPY_CXX_FLAGS
+    from numpy.version import release as is_released
+
+    config = Configuration('core', parent_package, top_path)
+    local_dir = config.local_path
+    codegen_dir = join(local_dir, 'code_generators')
+
+    if is_released:
+        warnings.simplefilter('error', MismatchCAPIWarning)
+
+    # Check whether we have a mismatch between the set C API VERSION and the
+    # actual C API VERSION
+    check_api_version(C_API_VERSION, codegen_dir)
+
+    generate_umath_py = join(codegen_dir, 'generate_umath.py')
+    n = dot_join(config.name, 'generate_umath')
+    generate_umath = exec_mod_from_location('_'.join(n.split('.')),
+                                            generate_umath_py)
+
+    header_dir = 'include/numpy'  # this is relative to config.path_in_package
+
+    cocache = CallOnceOnly()
+
+    def generate_config_h(ext, build_dir):
+        target = join(build_dir, header_dir, 'config.h')
+        d = os.path.dirname(target)
+        if not os.path.exists(d):
+            os.makedirs(d)
+
+        if newer(__file__, target):
+            config_cmd = config.get_config_cmd()
+            log.info('Generating %s', target)
+
+            # Check sizeof
+            moredefs, ignored = cocache.check_types(config_cmd, ext, build_dir)
+
+            # Check math library and C99 math funcs availability
+            mathlibs = check_mathlib(config_cmd)
+            moredefs.append(('MATHLIB', ','.join(mathlibs)))
+
+            check_math_capabilities(config_cmd, ext, moredefs, mathlibs)
+            moredefs.extend(cocache.check_ieee_macros(config_cmd)[0])
+            moredefs.extend(cocache.check_complex(config_cmd, mathlibs)[0])
+
+            # Signal check
+            if is_npy_no_signal():
+                moredefs.append('__NPY_PRIVATE_NO_SIGNAL')
+
+            # Windows checks
+            if sys.platform == 'win32' or os.name == 'nt':
+                win32_checks(moredefs)
+
+            # C99 restrict keyword
+            moredefs.append(('NPY_RESTRICT', config_cmd.check_restrict()))
+
+            # Inline check
+            inline = config_cmd.check_inline()
+
+            if can_link_svml():
+                moredefs.append(('NPY_CAN_LINK_SVML', 1))
+
+            # Use bogus stride debug aid to flush out bugs where users use
+            # strides of dimensions with length 1 to index a full contiguous
+            # array.
+            if NPY_RELAXED_STRIDES_DEBUG:
+                moredefs.append(('NPY_RELAXED_STRIDES_DEBUG', 1))
+            else:
+                moredefs.append(('NPY_RELAXED_STRIDES_DEBUG', 0))
+
+            # Get long double representation
+            rep = check_long_double_representation(config_cmd)
+            moredefs.append(('HAVE_LDOUBLE_%s' % rep, 1))
+
+            if check_for_right_shift_internal_compiler_error(config_cmd):
+                moredefs.append('NPY_DO_NOT_OPTIMIZE_LONG_right_shift')
+                moredefs.append('NPY_DO_NOT_OPTIMIZE_ULONG_right_shift')
+                moredefs.append('NPY_DO_NOT_OPTIMIZE_LONGLONG_right_shift')
+                moredefs.append('NPY_DO_NOT_OPTIMIZE_ULONGLONG_right_shift')
+
+            # Generate the config.h file from moredefs
+            with open(target, 'w') as target_f:
+                for d in moredefs:
+                    if isinstance(d, str):
+                        target_f.write('#define %s\n' % (d))
+                    else:
+                        target_f.write('#define %s %s\n' % (d[0], d[1]))
+
+                # define inline to our keyword, or nothing
+                target_f.write('#ifndef __cplusplus\n')
+                if inline == 'inline':
+                    target_f.write('/* #undef inline */\n')
+                else:
+                    target_f.write('#define inline %s\n' % inline)
+                target_f.write('#endif\n')
+
+                # add the guard to make sure config.h is never included directly,
+                # but always through npy_config.h
+                target_f.write(textwrap.dedent("""
+                    #ifndef NUMPY_CORE_SRC_COMMON_NPY_CONFIG_H_
+                    #error config.h should never be included directly, include npy_config.h instead
+                    #endif
+                    """))
+
+            log.info('File: %s' % target)
+            with open(target) as target_f:
+                log.info(target_f.read())
+            log.info('EOF')
+        else:
+            mathlibs = []
+            with open(target) as target_f:
+                for line in target_f:
+                    s = '#define MATHLIB'
+                    if line.startswith(s):
+                        value = line[len(s):].strip()
+                        if value:
+                            mathlibs.extend(value.split(','))
+
+        # Ugly: this can be called within a library and not an extension,
+        # in which case there is no libraries attributes (and none is
+        # needed).
+        if hasattr(ext, 'libraries'):
+            ext.libraries.extend(mathlibs)
+
+        incl_dir = os.path.dirname(target)
+        if incl_dir not in config.numpy_include_dirs:
+            config.numpy_include_dirs.append(incl_dir)
+
+        return target
+
+    def generate_numpyconfig_h(ext, build_dir):
+        """Depends on config.h: generate_config_h has to be called before !"""
+        # put common include directory in build_dir on search path
+        # allows using code generation in headers
+        config.add_include_dirs(join(build_dir, "src", "common"))
+        config.add_include_dirs(join(build_dir, "src", "npymath"))
+
+        target = join(build_dir, header_dir, '_numpyconfig.h')
+        d = os.path.dirname(target)
+        if not os.path.exists(d):
+            os.makedirs(d)
+        if newer(__file__, target):
+            config_cmd = config.get_config_cmd()
+            log.info('Generating %s', target)
+
+            # Check sizeof
+            ignored, moredefs = cocache.check_types(config_cmd, ext, build_dir)
+
+            if is_npy_no_signal():
+                moredefs.append(('NPY_NO_SIGNAL', 1))
+
+            if is_npy_no_smp():
+                moredefs.append(('NPY_NO_SMP', 1))
+            else:
+                moredefs.append(('NPY_NO_SMP', 0))
+
+            mathlibs = check_mathlib(config_cmd)
+            moredefs.extend(cocache.check_ieee_macros(config_cmd)[1])
+            moredefs.extend(cocache.check_complex(config_cmd, mathlibs)[1])
+
+            if NPY_RELAXED_STRIDES_DEBUG:
+                moredefs.append(('NPY_RELAXED_STRIDES_DEBUG', 1))
+
+            # Check whether we can use inttypes (C99) formats
+            if config_cmd.check_decl('PRIdPTR', headers=['inttypes.h']):
+                moredefs.append(('NPY_USE_C99_FORMATS', 1))
+
+            # visibility check
+            hidden_visibility = visibility_define(config_cmd)
+            moredefs.append(('NPY_VISIBILITY_HIDDEN', hidden_visibility))
+
+            # Add the C API/ABI versions
+            moredefs.append(('NPY_ABI_VERSION', '0x%.8X' % C_ABI_VERSION))
+            moredefs.append(('NPY_API_VERSION', '0x%.8X' % C_API_VERSION))
+
+            # Add moredefs to header
+            with open(target, 'w') as target_f:
+                for d in moredefs:
+                    if isinstance(d, str):
+                        target_f.write('#define %s\n' % (d))
+                    else:
+                        target_f.write('#define %s %s\n' % (d[0], d[1]))
+
+                # Define __STDC_FORMAT_MACROS
+                target_f.write(textwrap.dedent("""
+                    #ifndef __STDC_FORMAT_MACROS
+                    #define __STDC_FORMAT_MACROS 1
+                    #endif
+                    """))
+
+            # Dump the numpyconfig.h header to stdout
+            log.info('File: %s' % target)
+            with open(target) as target_f:
+                log.info(target_f.read())
+            log.info('EOF')
+        config.add_data_files((header_dir, target))
+        return target
+
+    def generate_api_func(module_name):
+        def generate_api(ext, build_dir):
+            script = join(codegen_dir, module_name + '.py')
+            sys.path.insert(0, codegen_dir)
+            try:
+                m = __import__(module_name)
+                log.info('executing %s', script)
+                h_file, c_file, doc_file = m.generate_api(os.path.join(build_dir, header_dir))
+            finally:
+                del sys.path[0]
+            config.add_data_files((header_dir, h_file),
+                                  (header_dir, doc_file))
+            return (h_file,)
+        return generate_api
+
+    generate_numpy_api = generate_api_func('generate_numpy_api')
+    generate_ufunc_api = generate_api_func('generate_ufunc_api')
+
+    config.add_include_dirs(join(local_dir, "src", "common"))
+    config.add_include_dirs(join(local_dir, "src"))
+    config.add_include_dirs(join(local_dir))
+
+    config.add_data_dir('include/numpy')
+    config.add_include_dirs(join('src', 'npymath'))
+    config.add_include_dirs(join('src', 'multiarray'))
+    config.add_include_dirs(join('src', 'umath'))
+    config.add_include_dirs(join('src', 'npysort'))
+    config.add_include_dirs(join('src', '_simd'))
+
+    config.add_define_macros([("NPY_INTERNAL_BUILD", "1")]) # this macro indicates that Numpy build is in process
+    config.add_define_macros([("HAVE_NPY_CONFIG_H", "1")])
+    if sys.platform[:3] == "aix":
+        config.add_define_macros([("_LARGE_FILES", None)])
+    else:
+        config.add_define_macros([("_FILE_OFFSET_BITS", "64")])
+        config.add_define_macros([('_LARGEFILE_SOURCE', '1')])
+        config.add_define_macros([('_LARGEFILE64_SOURCE', '1')])
+
+    config.numpy_include_dirs.extend(config.paths('include'))
+
+    deps = [join('src', 'npymath', '_signbit.c'),
+            join('include', 'numpy', '*object.h'),
+            join(codegen_dir, 'genapi.py'),
+            ]
+
+    #######################################################################
+    #                          npymath library                            #
+    #######################################################################
+
+    subst_dict = dict([("sep", os.path.sep), ("pkgname", "numpy.core")])
+
+    def get_mathlib_info(*args):
+        # Another ugly hack: the mathlib info is known once build_src is run,
+        # but we cannot use add_installed_pkg_config here either, so we only
+        # update the substitution dictionary during npymath build
+        config_cmd = config.get_config_cmd()
+        # Check that the toolchain works, to fail early if it doesn't
+        # (avoid late errors with MATHLIB which are confusing if the
+        # compiler does not work).
+        for lang, test_code, note in (
+            ('c', 'int main(void) { return 0;}', ''),
+            ('c++', (
+                    'int main(void)'
+                    '{ auto x = 0.0; return static_cast<int>(x); }'
+                ), (
+                    'note: A compiler with support for C++11 language '
+                    'features is required.'
+                )
+             ),
+        ):
+            is_cpp = lang == 'c++'
+            if is_cpp:
+                # this a workaround to get rid of invalid c++ flags
+                # without doing big changes to config.
+                # c tested first, compiler should be here
+                bk_c = config_cmd.compiler
+                config_cmd.compiler = bk_c.cxx_compiler()
+
+                # Check that Linux compiler actually support the default flags
+                if hasattr(config_cmd.compiler, 'compiler'):
+                    config_cmd.compiler.compiler.extend(NPY_CXX_FLAGS)
+                    config_cmd.compiler.compiler_so.extend(NPY_CXX_FLAGS)
+
+            st = config_cmd.try_link(test_code, lang=lang)
+            if not st:
+                # rerun the failing command in verbose mode
+                config_cmd.compiler.verbose = True
+                config_cmd.try_link(test_code, lang=lang)
+                raise RuntimeError(
+                    f"Broken toolchain: cannot link a simple {lang.upper()} "
+                    f"program. {note}"
+                )
+            if is_cpp:
+                config_cmd.compiler = bk_c
+        mlibs = check_mathlib(config_cmd)
+
+        posix_mlib = ' '.join(['-l%s' % l for l in mlibs])
+        msvc_mlib = ' '.join(['%s.lib' % l for l in mlibs])
+        subst_dict["posix_mathlib"] = posix_mlib
+        subst_dict["msvc_mathlib"] = msvc_mlib
+
+    npymath_sources = [join('src', 'npymath', 'npy_math_internal.h.src'),
+                       join('src', 'npymath', 'npy_math.c'),
+                       # join('src', 'npymath', 'ieee754.cpp'),
+                       join('src', 'npymath', 'ieee754.c.src'),
+                       join('src', 'npymath', 'npy_math_complex.c.src'),
+                       join('src', 'npymath', 'halffloat.c')
+                       ]
+
+    def opts_if_msvc(build_cmd):
+        """ Add flags if we are using MSVC compiler
+
+        We can't see `build_cmd` in our scope, because we have not initialized
+        the distutils build command, so use this deferred calculation to run
+        when we are building the library.
+        """
+        if build_cmd.compiler.compiler_type != 'msvc':
+            return []
+        # Explicitly disable whole-program optimization.
+        flags = ['/GL-']
+        # Disable voltbl section for vc142 to allow link using mingw-w64; see:
+        # https://github.com/matthew-brett/dll_investigation/issues/1#issuecomment-1100468171
+        if build_cmd.compiler_opt.cc_test_flags(['-d2VolatileMetadata-']):
+            flags.append('-d2VolatileMetadata-')
+        return flags
+
+    config.add_installed_library('npymath',
+            sources=npymath_sources + [get_mathlib_info],
+            install_dir='lib',
+            build_info={
+                'include_dirs' : [],  # empty list required for creating npy_math_internal.h
+                'extra_compiler_args': [opts_if_msvc],
+            })
+    config.add_npy_pkg_config("npymath.ini.in", "lib/npy-pkg-config",
+            subst_dict)
+    config.add_npy_pkg_config("mlib.ini.in", "lib/npy-pkg-config",
+            subst_dict)
+
+    #######################################################################
+    #                     multiarray_tests module                         #
+    #######################################################################
+
+    config.add_extension('_multiarray_tests',
+                    sources=[join('src', 'multiarray', '_multiarray_tests.c.src'),
+                             join('src', 'common', 'mem_overlap.c'),
+                             join('src', 'common', 'npy_argparse.c'),
+                             join('src', 'common', 'npy_hashtable.c')],
+                    depends=[join('src', 'common', 'mem_overlap.h'),
+                             join('src', 'common', 'npy_argparse.h'),
+                             join('src', 'common', 'npy_hashtable.h'),
+                             join('src', 'common', 'npy_extint128.h')],
+                    libraries=['npymath'])
+
+    #######################################################################
+    #             _multiarray_umath module - common part                  #
+    #######################################################################
+
+    common_deps = [
+            join('src', 'common', 'dlpack', 'dlpack.h'),
+            join('src', 'common', 'array_assign.h'),
+            join('src', 'common', 'binop_override.h'),
+            join('src', 'common', 'cblasfuncs.h'),
+            join('src', 'common', 'lowlevel_strided_loops.h'),
+            join('src', 'common', 'mem_overlap.h'),
+            join('src', 'common', 'npy_argparse.h'),
+            join('src', 'common', 'npy_cblas.h'),
+            join('src', 'common', 'npy_config.h'),
+            join('src', 'common', 'npy_ctypes.h'),
+            join('src', 'common', 'npy_dlpack.h'),
+            join('src', 'common', 'npy_extint128.h'),
+            join('src', 'common', 'npy_import.h'),
+            join('src', 'common', 'npy_hashtable.h'),
+            join('src', 'common', 'npy_longdouble.h'),
+            join('src', 'common', 'npy_svml.h'),
+            join('src', 'common', 'templ_common.h.src'),
+            join('src', 'common', 'ucsnarrow.h'),
+            join('src', 'common', 'ufunc_override.h'),
+            join('src', 'common', 'umathmodule.h'),
+            join('src', 'common', 'numpyos.h'),
+            join('src', 'common', 'npy_cpu_dispatch.h'),
+            join('src', 'common', 'simd', 'simd.h'),
+            ]
+
+    common_src = [
+            join('src', 'common', 'array_assign.c'),
+            join('src', 'common', 'mem_overlap.c'),
+            join('src', 'common', 'npy_argparse.c'),
+            join('src', 'common', 'npy_hashtable.c'),
+            join('src', 'common', 'npy_longdouble.c'),
+            join('src', 'common', 'templ_common.h.src'),
+            join('src', 'common', 'ucsnarrow.c'),
+            join('src', 'common', 'ufunc_override.c'),
+            join('src', 'common', 'numpyos.c'),
+            join('src', 'common', 'npy_cpu_features.c'),
+            ]
+
+    if os.environ.get('NPY_USE_BLAS_ILP64', "0") != "0":
+        blas_info = get_info('blas_ilp64_opt', 2)
+    else:
+        blas_info = get_info('blas_opt', 0)
+
+    have_blas = blas_info and ('HAVE_CBLAS', None) in blas_info.get('define_macros', [])
+
+    if have_blas:
+        extra_info = blas_info
+        # These files are also in MANIFEST.in so that they are always in
+        # the source distribution independently of HAVE_CBLAS.
+        common_src.extend([join('src', 'common', 'cblasfuncs.c'),
+                           join('src', 'common', 'python_xerbla.c'),
+                          ])
+    else:
+        extra_info = {}
+
+    #######################################################################
+    #             _multiarray_umath module - multiarray part              #
+    #######################################################################
+
+    multiarray_deps = [
+            join('src', 'multiarray', 'abstractdtypes.h'),
+            join('src', 'multiarray', 'arrayobject.h'),
+            join('src', 'multiarray', 'arraytypes.h.src'),
+            join('src', 'multiarray', 'arrayfunction_override.h'),
+            join('src', 'multiarray', 'array_coercion.h'),
+            join('src', 'multiarray', 'array_method.h'),
+            join('src', 'multiarray', 'npy_buffer.h'),
+            join('src', 'multiarray', 'calculation.h'),
+            join('src', 'multiarray', 'common.h'),
+            join('src', 'multiarray', 'common_dtype.h'),
+            join('src', 'multiarray', 'convert_datatype.h'),
+            join('src', 'multiarray', 'convert.h'),
+            join('src', 'multiarray', 'conversion_utils.h'),
+            join('src', 'multiarray', 'ctors.h'),
+            join('src', 'multiarray', 'descriptor.h'),
+            join('src', 'multiarray', 'dtypemeta.h'),
+            join('src', 'multiarray', 'dtype_transfer.h'),
+            join('src', 'multiarray', 'dragon4.h'),
+            join('src', 'multiarray', 'einsum_debug.h'),
+            join('src', 'multiarray', 'einsum_sumprod.h'),
+            join('src', 'multiarray', 'experimental_public_dtype_api.h'),
+            join('src', 'multiarray', 'getset.h'),
+            join('src', 'multiarray', 'hashdescr.h'),
+            join('src', 'multiarray', 'iterators.h'),
+            join('src', 'multiarray', 'legacy_dtype_implementation.h'),
+            join('src', 'multiarray', 'mapping.h'),
+            join('src', 'multiarray', 'methods.h'),
+            join('src', 'multiarray', 'multiarraymodule.h'),
+            join('src', 'multiarray', 'nditer_impl.h'),
+            join('src', 'multiarray', 'number.h'),
+            join('src', 'multiarray', 'refcount.h'),
+            join('src', 'multiarray', 'scalartypes.h'),
+            join('src', 'multiarray', 'sequence.h'),
+            join('src', 'multiarray', 'shape.h'),
+            join('src', 'multiarray', 'strfuncs.h'),
+            join('src', 'multiarray', 'typeinfo.h'),
+            join('src', 'multiarray', 'usertypes.h'),
+            join('src', 'multiarray', 'vdot.h'),
+            join('src', 'multiarray', 'textreading', 'readtext.h'),
+            join('include', 'numpy', 'arrayobject.h'),
+            join('include', 'numpy', '_neighborhood_iterator_imp.h'),
+            join('include', 'numpy', 'npy_endian.h'),
+            join('include', 'numpy', 'arrayscalars.h'),
+            join('include', 'numpy', 'noprefix.h'),
+            join('include', 'numpy', 'npy_interrupt.h'),
+            join('include', 'numpy', 'npy_3kcompat.h'),
+            join('include', 'numpy', 'npy_math.h'),
+            join('include', 'numpy', 'halffloat.h'),
+            join('include', 'numpy', 'npy_common.h'),
+            join('include', 'numpy', 'npy_os.h'),
+            join('include', 'numpy', 'utils.h'),
+            join('include', 'numpy', 'ndarrayobject.h'),
+            join('include', 'numpy', 'npy_cpu.h'),
+            join('include', 'numpy', 'numpyconfig.h'),
+            join('include', 'numpy', 'ndarraytypes.h'),
+            join('include', 'numpy', 'npy_1_7_deprecated_api.h'),
+            # add library sources as distuils does not consider libraries
+            # dependencies
+            ] + npymath_sources
+
+    multiarray_src = [
+            join('src', 'multiarray', 'abstractdtypes.c'),
+            join('src', 'multiarray', 'alloc.c'),
+            join('src', 'multiarray', 'arrayobject.c'),
+            join('src', 'multiarray', 'arraytypes.h.src'),
+            join('src', 'multiarray', 'arraytypes.c.src'),
+            join('src', 'multiarray', 'argfunc.dispatch.c.src'),
+            join('src', 'multiarray', 'array_coercion.c'),
+            join('src', 'multiarray', 'array_method.c'),
+            join('src', 'multiarray', 'array_assign_scalar.c'),
+            join('src', 'multiarray', 'array_assign_array.c'),
+            join('src', 'multiarray', 'arrayfunction_override.c'),
+            join('src', 'multiarray', 'buffer.c'),
+            join('src', 'multiarray', 'calculation.c'),
+            join('src', 'multiarray', 'compiled_base.c'),
+            join('src', 'multiarray', 'common.c'),
+            join('src', 'multiarray', 'common_dtype.c'),
+            join('src', 'multiarray', 'convert.c'),
+            join('src', 'multiarray', 'convert_datatype.c'),
+            join('src', 'multiarray', 'conversion_utils.c'),
+            join('src', 'multiarray', 'ctors.c'),
+            join('src', 'multiarray', 'datetime.c'),
+            join('src', 'multiarray', 'datetime_strings.c'),
+            join('src', 'multiarray', 'datetime_busday.c'),
+            join('src', 'multiarray', 'datetime_busdaycal.c'),
+            join('src', 'multiarray', 'descriptor.c'),
+            join('src', 'multiarray', 'dlpack.c'),
+            join('src', 'multiarray', 'dtypemeta.c'),
+            join('src', 'multiarray', 'dragon4.c'),
+            join('src', 'multiarray', 'dtype_transfer.c'),
+            join('src', 'multiarray', 'einsum.c.src'),
+            join('src', 'multiarray', 'einsum_sumprod.c.src'),
+            join('src', 'multiarray', 'experimental_public_dtype_api.c'),
+            join('src', 'multiarray', 'flagsobject.c'),
+            join('src', 'multiarray', 'getset.c'),
+            join('src', 'multiarray', 'hashdescr.c'),
+            join('src', 'multiarray', 'item_selection.c'),
+            join('src', 'multiarray', 'iterators.c'),
+            join('src', 'multiarray', 'legacy_dtype_implementation.c'),
+            join('src', 'multiarray', 'lowlevel_strided_loops.c.src'),
+            join('src', 'multiarray', 'mapping.c'),
+            join('src', 'multiarray', 'methods.c'),
+            join('src', 'multiarray', 'multiarraymodule.c'),
+            join('src', 'multiarray', 'nditer_templ.c.src'),
+            join('src', 'multiarray', 'nditer_api.c'),
+            join('src', 'multiarray', 'nditer_constr.c'),
+            join('src', 'multiarray', 'nditer_pywrap.c'),
+            join('src', 'multiarray', 'number.c'),
+            join('src', 'multiarray', 'refcount.c'),
+            join('src', 'multiarray', 'sequence.c'),
+            join('src', 'multiarray', 'shape.c'),
+            join('src', 'multiarray', 'scalarapi.c'),
+            join('src', 'multiarray', 'scalartypes.c.src'),
+            join('src', 'multiarray', 'strfuncs.c'),
+            join('src', 'multiarray', 'temp_elide.c'),
+            join('src', 'multiarray', 'typeinfo.c'),
+            join('src', 'multiarray', 'usertypes.c'),
+            join('src', 'multiarray', 'vdot.c'),
+            join('src', 'common', 'npy_sort.h.src'),
+            join('src', 'npysort', 'x86-qsort.dispatch.cpp'),
+            join('src', 'npysort', 'quicksort.cpp'),
+            join('src', 'npysort', 'mergesort.cpp'),
+            join('src', 'npysort', 'timsort.cpp'),
+            join('src', 'npysort', 'heapsort.cpp'),
+            join('src', 'npysort', 'radixsort.cpp'),
+            join('src', 'common', 'npy_partition.h'),
+            join('src', 'npysort', 'selection.cpp'),
+            join('src', 'common', 'npy_binsearch.h'),
+            join('src', 'npysort', 'binsearch.cpp'),
+            join('src', 'multiarray', 'textreading', 'conversions.c'),
+            join('src', 'multiarray', 'textreading', 'field_types.c'),
+            join('src', 'multiarray', 'textreading', 'growth.c'),
+            join('src', 'multiarray', 'textreading', 'readtext.c'),
+            join('src', 'multiarray', 'textreading', 'rows.c'),
+            join('src', 'multiarray', 'textreading', 'stream_pyobject.c'),
+            join('src', 'multiarray', 'textreading', 'str_to_int.c'),
+            join('src', 'multiarray', 'textreading', 'tokenize.cpp'),
+            ]
+
+    #######################################################################
+    #             _multiarray_umath module - umath part                   #
+    #######################################################################
+
+    def generate_umath_c(ext, build_dir):
+        target = join(build_dir, header_dir, '__umath_generated.c')
+        dir = os.path.dirname(target)
+        if not os.path.exists(dir):
+            os.makedirs(dir)
+        script = generate_umath_py
+        if newer(script, target):
+            with open(target, 'w') as f:
+                f.write(generate_umath.make_code(generate_umath.defdict,
+                                                 generate_umath.__file__))
+        return []
+
+    def generate_umath_doc_header(ext, build_dir):
+        from numpy.distutils.misc_util import exec_mod_from_location
+
+        target = join(build_dir, header_dir, '_umath_doc_generated.h')
+        dir = os.path.dirname(target)
+        if not os.path.exists(dir):
+            os.makedirs(dir)
+
+        generate_umath_doc_py = join(codegen_dir, 'generate_umath_doc.py')
+        if newer(generate_umath_doc_py, target):
+            n = dot_join(config.name, 'generate_umath_doc')
+            generate_umath_doc = exec_mod_from_location(
+                '_'.join(n.split('.')), generate_umath_doc_py)
+            generate_umath_doc.write_code(target)
+
+    umath_src = [
+            join('src', 'umath', 'umathmodule.c'),
+            join('src', 'umath', 'reduction.c'),
+            join('src', 'umath', 'funcs.inc.src'),
+            join('src', 'umath', 'simd.inc.src'),
+            join('src', 'umath', 'loops.h.src'),
+            join('src', 'umath', 'loops_utils.h.src'),
+            join('src', 'umath', 'loops.c.src'),
+            join('src', 'umath', 'loops_unary_fp.dispatch.c.src'),
+            join('src', 'umath', 'loops_arithm_fp.dispatch.c.src'),
+            join('src', 'umath', 'loops_arithmetic.dispatch.c.src'),
+            join('src', 'umath', 'loops_minmax.dispatch.c.src'),
+            join('src', 'umath', 'loops_trigonometric.dispatch.c.src'),
+            join('src', 'umath', 'loops_umath_fp.dispatch.c.src'),
+            join('src', 'umath', 'loops_exponent_log.dispatch.c.src'),
+            join('src', 'umath', 'loops_hyperbolic.dispatch.c.src'),
+            join('src', 'umath', 'loops_modulo.dispatch.c.src'),
+            join('src', 'umath', 'matmul.h.src'),
+            join('src', 'umath', 'matmul.c.src'),
+            join('src', 'umath', 'clip.h'),
+            join('src', 'umath', 'clip.cpp'),
+            join('src', 'umath', 'dispatching.c'),
+            join('src', 'umath', 'legacy_array_method.c'),
+            join('src', 'umath', 'wrapping_array_method.c'),
+            join('src', 'umath', 'ufunc_object.c'),
+            join('src', 'umath', 'extobj.c'),
+            join('src', 'umath', 'scalarmath.c.src'),
+            join('src', 'umath', 'ufunc_type_resolution.c'),
+            join('src', 'umath', 'override.c'),
+            # For testing. Eventually, should use public API and be separate:
+            join('src', 'umath', '_scaled_float_dtype.c'),
+            ]
+
+    umath_deps = [
+            generate_umath_py,
+            join('include', 'numpy', 'npy_math.h'),
+            join('include', 'numpy', 'halffloat.h'),
+            join('src', 'multiarray', 'common.h'),
+            join('src', 'multiarray', 'number.h'),
+            join('src', 'common', 'templ_common.h.src'),
+            join('src', 'umath', 'simd.inc.src'),
+            join('src', 'umath', 'override.h'),
+            join(codegen_dir, 'generate_ufunc_api.py'),
+            join(codegen_dir, 'ufunc_docstrings.py'),
+            ]
+
+    svml_path = join('numpy', 'core', 'src', 'umath', 'svml')
+    svml_objs = []
+    # we have converted the following into universal intrinsics
+    # so we can bring the benefits of performance for all platforms
+    # not just for avx512 on linux without performance/accuracy regression,
+    # actually the other way around, better performance and
+    # after all maintainable code.
+    svml_filter = (
+        'svml_z0_tanh_d_la.s', 'svml_z0_tanh_s_la.s'
+    )
+    if can_link_svml() and check_svml_submodule(svml_path):
+        svml_objs = glob.glob(svml_path + '/**/*.s', recursive=True)
+        svml_objs = [o for o in svml_objs if not o.endswith(svml_filter)]
+
+        # The ordering of names returned by glob is undefined, so we sort
+        # to make builds reproducible.
+        svml_objs.sort()
+
+    config.add_extension('_multiarray_umath',
+                         # Forcing C language even though we have C++ sources.
+                         # It forces the C linker and don't link C++ runtime.
+                         language = 'c',
+                         sources=multiarray_src + umath_src +
+                                 common_src +
+                                 [generate_config_h,
+                                  generate_numpyconfig_h,
+                                  generate_numpy_api,
+                                  join(codegen_dir, 'generate_numpy_api.py'),
+                                  join('*.py'),
+                                  generate_umath_c,
+                                  generate_umath_doc_header,
+                                  generate_ufunc_api,
+                                 ],
+                         depends=deps + multiarray_deps + umath_deps +
+                                common_deps,
+                         libraries=['npymath'],
+                         extra_objects=svml_objs,
+                         extra_info=extra_info,
+                         extra_cxx_compile_args=NPY_CXX_FLAGS)
+
+    #######################################################################
+    #                        umath_tests module                           #
+    #######################################################################
+
+    config.add_extension('_umath_tests', sources=[
+        join('src', 'umath', '_umath_tests.c.src'),
+        join('src', 'umath', '_umath_tests.dispatch.c'),
+        join('src', 'common', 'npy_cpu_features.c'),
+    ])
+
+    #######################################################################
+    #                   custom rational dtype module                      #
+    #######################################################################
+
+    config.add_extension('_rational_tests',
+                    sources=[join('src', 'umath', '_rational_tests.c')])
+
+    #######################################################################
+    #                        struct_ufunc_test module                     #
+    #######################################################################
+
+    config.add_extension('_struct_ufunc_tests',
+                    sources=[join('src', 'umath', '_struct_ufunc_tests.c')])
+
+
+    #######################################################################
+    #                        operand_flag_tests module                    #
+    #######################################################################
+
+    config.add_extension('_operand_flag_tests',
+                    sources=[join('src', 'umath', '_operand_flag_tests.c')])
+
+    #######################################################################
+    #                        SIMD module                                  #
+    #######################################################################
+
+    config.add_extension('_simd', sources=[
+        join('src', 'common', 'npy_cpu_features.c'),
+        join('src', '_simd', '_simd.c'),
+        join('src', '_simd', '_simd_inc.h.src'),
+        join('src', '_simd', '_simd_data.inc.src'),
+        join('src', '_simd', '_simd.dispatch.c.src'),
+    ], depends=[
+        join('src', 'common', 'npy_cpu_dispatch.h'),
+        join('src', 'common', 'simd', 'simd.h'),
+        join('src', '_simd', '_simd.h'),
+        join('src', '_simd', '_simd_inc.h.src'),
+        join('src', '_simd', '_simd_data.inc.src'),
+        join('src', '_simd', '_simd_arg.inc'),
+        join('src', '_simd', '_simd_convert.inc'),
+        join('src', '_simd', '_simd_easyintrin.inc'),
+        join('src', '_simd', '_simd_vector.inc'),
+    ])
+
+    config.add_subpackage('tests')
+    config.add_data_dir('tests/data')
+    config.add_data_dir('tests/examples')
+    config.add_data_files('*.pyi')
+
+    config.make_svn_version_py()
+
+    return config
+
+if __name__ == '__main__':
+    from numpy.distutils.core import setup
+    setup(configuration=configuration)
diff --git a/venv/lib/python3.8/site-packages/numpy/core/setup_common.py b/venv/lib/python3.8/site-packages/numpy/core/setup_common.py
new file mode 100644
index 0000000..ce966dd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/setup_common.py
@@ -0,0 +1,475 @@
+# Code common to build tools
+import copy
+import pathlib
+import sys
+import textwrap
+import warnings
+
+from numpy.distutils.misc_util import mingw32
+
+
+#-------------------
+# Versioning support
+#-------------------
+# How to change C_API_VERSION ?
+#   - increase C_API_VERSION value
+#   - record the hash for the new C API with the cversions.py script
+#   and add the hash to cversions.txt
+# The hash values are used to remind developers when the C API number was not
+# updated - generates a MismatchCAPIWarning warning which is turned into an
+# exception for released version.
+
+# Binary compatibility version number. This number is increased whenever the
+# C-API is changed such that binary compatibility is broken, i.e. whenever a
+# recompile of extension modules is needed.
+C_ABI_VERSION = 0x01000009
+
+# Minor API version.  This number is increased whenever a change is made to the
+# C-API -- whether it breaks binary compatibility or not.  Some changes, such
+# as adding a function pointer to the end of the function table, can be made
+# without breaking binary compatibility.  In this case, only the C_API_VERSION
+# (*not* C_ABI_VERSION) would be increased.  Whenever binary compatibility is
+# broken, both C_API_VERSION and C_ABI_VERSION should be increased.
+#
+# 0x00000008 - 1.7.x
+# 0x00000009 - 1.8.x
+# 0x00000009 - 1.9.x
+# 0x0000000a - 1.10.x
+# 0x0000000a - 1.11.x
+# 0x0000000a - 1.12.x
+# 0x0000000b - 1.13.x
+# 0x0000000c - 1.14.x
+# 0x0000000c - 1.15.x
+# 0x0000000d - 1.16.x
+# 0x0000000d - 1.19.x
+# 0x0000000e - 1.20.x
+# 0x0000000e - 1.21.x
+# 0x0000000f - 1.22.x
+# 0x00000010 - 1.23.x
+C_API_VERSION = 0x00000010
+
+class MismatchCAPIWarning(Warning):
+    pass
+
+
+def get_api_versions(apiversion, codegen_dir):
+    """
+    Return current C API checksum and the recorded checksum.
+
+    Return current C API checksum and the recorded checksum for the given
+    version of the C API version.
+
+    """
+    # Compute the hash of the current API as defined in the .txt files in
+    # code_generators
+    sys.path.insert(0, codegen_dir)
+    try:
+        m = __import__('genapi')
+        numpy_api = __import__('numpy_api')
+        curapi_hash = m.fullapi_hash(numpy_api.full_api)
+        apis_hash = m.get_versions_hash()
+    finally:
+        del sys.path[0]
+
+    return curapi_hash, apis_hash[apiversion]
+
+def check_api_version(apiversion, codegen_dir):
+    """Emits a MismatchCAPIWarning if the C API version needs updating."""
+    curapi_hash, api_hash = get_api_versions(apiversion, codegen_dir)
+
+    # If different hash, it means that the api .txt files in
+    # codegen_dir have been updated without the API version being
+    # updated. Any modification in those .txt files should be reflected
+    # in the api and eventually abi versions.
+    # To compute the checksum of the current API, use numpy/core/cversions.py
+    if not curapi_hash == api_hash:
+        msg = ("API mismatch detected, the C API version "
+               "numbers have to be updated. Current C api version is %d, "
+               "with checksum %s, but recorded checksum for C API version %d "
+               "in core/codegen_dir/cversions.txt is %s. If functions were "
+               "added in the C API, you have to update C_API_VERSION in %s."
+               )
+        warnings.warn(msg % (apiversion, curapi_hash, apiversion, api_hash,
+                             __file__),
+                      MismatchCAPIWarning, stacklevel=2)
+
+
+FUNC_CALL_ARGS = {}
+
+def set_sig(sig):
+    prefix, _, args = sig.partition("(")
+    args = args.rpartition(")")[0]
+    funcname = prefix.rpartition(" ")[-1]
+    args = [arg.strip() for arg in args.split(",")]
+    FUNC_CALL_ARGS[funcname] = ", ".join("(%s) 0" % arg for arg in args)
+
+
+for file in [
+    "feature_detection_locale.h",
+    "feature_detection_math.h",
+    "feature_detection_misc.h",
+    "feature_detection_stdio.h",
+]:
+    with open(pathlib.Path(__file__).parent / file) as f:
+        for line in f:
+            if line.startswith("#"):
+                continue
+            if not line.strip():
+                continue
+            set_sig(line)
+
+# Mandatory functions: if not found, fail the build
+MANDATORY_FUNCS = ["sin", "cos", "tan", "sinh", "cosh", "tanh", "fabs",
+        "floor", "ceil", "sqrt", "log10", "log", "exp", "asin",
+        "acos", "atan", "fmod", 'modf', 'frexp', 'ldexp']
+
+# Standard functions which may not be available and for which we have a
+# replacement implementation. Note that some of these are C99 functions.
+OPTIONAL_STDFUNCS = ["expm1", "log1p", "acosh", "asinh", "atanh",
+        "rint", "trunc", "exp2", "log2", "hypot", "atan2", "pow",
+        "copysign", "nextafter", "strtoll", "strtoull", "cbrt"]
+
+OPTIONAL_LOCALE_FUNCS = ["strtold_l"]
+OPTIONAL_FILE_FUNCS = ["ftello", "fseeko", "fallocate"]
+OPTIONAL_MISC_FUNCS = ["backtrace", "madvise"]
+
+
+OPTIONAL_HEADERS = [
+# sse headers only enabled automatically on amd64/x32 builds
+                "xmmintrin.h",  # SSE
+                "emmintrin.h",  # SSE2
+                "immintrin.h",  # AVX
+                "features.h",  # for glibc version linux
+                "xlocale.h",  # see GH#8367
+                "dlfcn.h",  # dladdr
+                "execinfo.h",  # backtrace
+                "libunwind.h",  # backtrace for LLVM/Clang using libunwind
+                "sys/mman.h", #madvise
+]
+
+# optional gcc compiler builtins and their call arguments and optional a
+# required header and definition name (HAVE_ prepended)
+# call arguments are required as the compiler will do strict signature checking
+OPTIONAL_INTRINSICS = [("__builtin_isnan", '5.'),
+                       ("__builtin_isinf", '5.'),
+                       ("__builtin_isfinite", '5.'),
+                       ("__builtin_bswap32", '5u'),
+                       ("__builtin_bswap64", '5u'),
+                       ("__builtin_expect", '5, 0'),
+                       ("__builtin_mul_overflow", '5, 5, (int*)5'),
+                       # MMX only needed for icc, but some clangs don't have it
+                       ("_m_from_int64", '0', "emmintrin.h"),
+                       ("_mm_load_ps", '(float*)0', "xmmintrin.h"),  # SSE
+                       ("_mm_prefetch", '(float*)0, _MM_HINT_NTA',
+                        "xmmintrin.h"),  # SSE
+                       ("_mm_load_pd", '(double*)0', "emmintrin.h"),  # SSE2
+                       ("__builtin_prefetch", "(float*)0, 0, 3"),
+                       # check that the linker can handle avx
+                       ("__asm__ volatile", '"vpand %xmm1, %xmm2, %xmm3"',
+                        "stdio.h", "LINK_AVX"),
+                       ("__asm__ volatile", '"vpand %ymm1, %ymm2, %ymm3"',
+                        "stdio.h", "LINK_AVX2"),
+                       ("__asm__ volatile", '"vpaddd %zmm1, %zmm2, %zmm3"',
+                        "stdio.h", "LINK_AVX512F"),
+                       ("__asm__ volatile", '"vfpclasspd $0x40, %zmm15, %k6\\n"\
+                                             "vmovdqu8 %xmm0, %xmm1\\n"\
+                                             "vpbroadcastmb2q %k0, %xmm0\\n"',
+                        "stdio.h", "LINK_AVX512_SKX"),
+                       ("__asm__ volatile", '"xgetbv"', "stdio.h", "XGETBV"),
+                       ]
+
+# function attributes
+# tested via "int %s %s(void *);" % (attribute, name)
+# function name will be converted to HAVE_<upper-case-name> preprocessor macro
+OPTIONAL_FUNCTION_ATTRIBUTES = [('__attribute__((optimize("unroll-loops")))',
+                                'attribute_optimize_unroll_loops'),
+                                ('__attribute__((optimize("O3")))',
+                                 'attribute_optimize_opt_3'),
+                                ('__attribute__((optimize("O2")))',
+                                 'attribute_optimize_opt_2'),
+                                ('__attribute__((nonnull (1)))',
+                                 'attribute_nonnull'),
+                                ('__attribute__((target ("avx")))',
+                                 'attribute_target_avx'),
+                                ('__attribute__((target ("avx2")))',
+                                 'attribute_target_avx2'),
+                                ('__attribute__((target ("avx512f")))',
+                                 'attribute_target_avx512f'),
+                                ('__attribute__((target ("avx512f,avx512dq,avx512bw,avx512vl,avx512cd")))',
+                                 'attribute_target_avx512_skx'),
+                                ]
+
+# function attributes with intrinsics
+# To ensure your compiler can compile avx intrinsics with just the attributes
+# gcc 4.8.4 support attributes but not with intrisics
+# tested via "#include<%s> int %s %s(void *){code; return 0;};" % (header, attribute, name, code)
+# function name will be converted to HAVE_<upper-case-name> preprocessor macro
+# The _mm512_castps_si512 instruction is specific check for AVX-512F support
+# in gcc-4.9 which is missing a subset of intrinsics. See
+# https://gcc.gnu.org/bugzilla/show_bug.cgi?id=61878
+OPTIONAL_FUNCTION_ATTRIBUTES_WITH_INTRINSICS = [('__attribute__((target("avx2,fma")))',
+                                'attribute_target_avx2_with_intrinsics',
+                                '__m256 temp = _mm256_set1_ps(1.0); temp = \
+                                _mm256_fmadd_ps(temp, temp, temp)',
+                                'immintrin.h'),
+                                ('__attribute__((target("avx512f")))',
+                                'attribute_target_avx512f_with_intrinsics',
+                                '__m512i temp = _mm512_castps_si512(_mm512_set1_ps(1.0))',
+                                'immintrin.h'),
+                                ('__attribute__((target ("avx512f,avx512dq,avx512bw,avx512vl,avx512cd")))',
+                                'attribute_target_avx512_skx_with_intrinsics',
+                                '__mmask8 temp = _mm512_fpclass_pd_mask(_mm512_set1_pd(1.0), 0x01);\
+                                __m512i unused_temp = \
+                                    _mm512_castps_si512(_mm512_set1_ps(1.0));\
+                                _mm_mask_storeu_epi8(NULL, 0xFF, _mm_broadcastmb_epi64(temp))',
+                                'immintrin.h'),
+                                ]
+
+# variable attributes tested via "int %s a" % attribute
+OPTIONAL_VARIABLE_ATTRIBUTES = ["__thread", "__declspec(thread)"]
+
+# Subset of OPTIONAL_STDFUNCS which may already have HAVE_* defined by Python.h
+OPTIONAL_STDFUNCS_MAYBE = [
+    "expm1", "log1p", "acosh", "atanh", "asinh", "hypot", "copysign",
+    "ftello", "fseeko"
+    ]
+
+# C99 functions: float and long double versions
+C99_FUNCS = [
+    "sin", "cos", "tan", "sinh", "cosh", "tanh", "fabs", "floor", "ceil",
+    "rint", "trunc", "sqrt", "log10", "log", "log1p", "exp", "expm1",
+    "asin", "acos", "atan", "asinh", "acosh", "atanh", "hypot", "atan2",
+    "pow", "fmod", "modf", 'frexp', 'ldexp', "exp2", "log2", "copysign",
+    "nextafter", "cbrt"
+    ]
+C99_FUNCS_SINGLE = [f + 'f' for f in C99_FUNCS]
+C99_FUNCS_EXTENDED = [f + 'l' for f in C99_FUNCS]
+C99_COMPLEX_TYPES = [
+    'complex double', 'complex float', 'complex long double'
+    ]
+C99_COMPLEX_FUNCS = [
+    "cabs", "cacos", "cacosh", "carg", "casin", "casinh", "catan",
+    "catanh", "ccos", "ccosh", "cexp", "cimag", "clog", "conj", "cpow",
+    "cproj", "creal", "csin", "csinh", "csqrt", "ctan", "ctanh"
+    ]
+
+def fname2def(name):
+    return "HAVE_%s" % name.upper()
+
+def sym2def(symbol):
+    define = symbol.replace(' ', '')
+    return define.upper()
+
+def type2def(symbol):
+    define = symbol.replace(' ', '_')
+    return define.upper()
+
+# Code to detect long double representation taken from MPFR m4 macro
+def check_long_double_representation(cmd):
+    cmd._check_compiler()
+    body = LONG_DOUBLE_REPRESENTATION_SRC % {'type': 'long double'}
+
+    # Disable whole program optimization (the default on vs2015, with python 3.5+)
+    # which generates intermediary object files and prevents checking the
+    # float representation.
+    if sys.platform == "win32" and not mingw32():
+        try:
+            cmd.compiler.compile_options.remove("/GL")
+        except (AttributeError, ValueError):
+            pass
+
+    # Disable multi-file interprocedural optimization in the Intel compiler on Linux
+    # which generates intermediary object files and prevents checking the
+    # float representation.
+    elif (sys.platform != "win32"
+            and cmd.compiler.compiler_type.startswith('intel')
+            and '-ipo' in cmd.compiler.cc_exe):
+        newcompiler = cmd.compiler.cc_exe.replace(' -ipo', '')
+        cmd.compiler.set_executables(
+            compiler=newcompiler,
+            compiler_so=newcompiler,
+            compiler_cxx=newcompiler,
+            linker_exe=newcompiler,
+            linker_so=newcompiler + ' -shared'
+        )
+
+    # We need to use _compile because we need the object filename
+    src, obj = cmd._compile(body, None, None, 'c')
+    try:
+        ltype = long_double_representation(pyod(obj))
+        return ltype
+    except ValueError:
+        # try linking to support CC="gcc -flto" or icc -ipo
+        # struct needs to be volatile so it isn't optimized away
+        # additionally "clang -flto" requires the foo struct to be used
+        body = body.replace('struct', 'volatile struct')
+        body += "int main(void) { return foo.before[0]; }\n"
+        src, obj = cmd._compile(body, None, None, 'c')
+        cmd.temp_files.append("_configtest")
+        cmd.compiler.link_executable([obj], "_configtest")
+        ltype = long_double_representation(pyod("_configtest"))
+        return ltype
+    finally:
+        cmd._clean()
+
+LONG_DOUBLE_REPRESENTATION_SRC = r"""
+/* "before" is 16 bytes to ensure there's no padding between it and "x".
+ *    We're not expecting any "long double" bigger than 16 bytes or with
+ *       alignment requirements stricter than 16 bytes.  */
+typedef %(type)s test_type;
+
+struct {
+        char         before[16];
+        test_type    x;
+        char         after[8];
+} foo = {
+        { '\0', '\0', '\0', '\0', '\0', '\0', '\0', '\0',
+          '\001', '\043', '\105', '\147', '\211', '\253', '\315', '\357' },
+        -123456789.0,
+        { '\376', '\334', '\272', '\230', '\166', '\124', '\062', '\020' }
+};
+"""
+
+def pyod(filename):
+    """Python implementation of the od UNIX utility (od -b, more exactly).
+
+    Parameters
+    ----------
+    filename : str
+        name of the file to get the dump from.
+
+    Returns
+    -------
+    out : seq
+        list of lines of od output
+
+    Notes
+    -----
+    We only implement enough to get the necessary information for long double
+    representation, this is not intended as a compatible replacement for od.
+    """
+    out = []
+    with open(filename, 'rb') as fid:
+        yo2 = [oct(o)[2:] for o in fid.read()]
+    for i in range(0, len(yo2), 16):
+        line = ['%07d' % int(oct(i)[2:])]
+        line.extend(['%03d' % int(c) for c in yo2[i:i+16]])
+        out.append(" ".join(line))
+    return out
+
+
+_BEFORE_SEQ = ['000', '000', '000', '000', '000', '000', '000', '000',
+              '001', '043', '105', '147', '211', '253', '315', '357']
+_AFTER_SEQ = ['376', '334', '272', '230', '166', '124', '062', '020']
+
+_IEEE_DOUBLE_BE = ['301', '235', '157', '064', '124', '000', '000', '000']
+_IEEE_DOUBLE_LE = _IEEE_DOUBLE_BE[::-1]
+_INTEL_EXTENDED_12B = ['000', '000', '000', '000', '240', '242', '171', '353',
+                       '031', '300', '000', '000']
+_INTEL_EXTENDED_16B = ['000', '000', '000', '000', '240', '242', '171', '353',
+                       '031', '300', '000', '000', '000', '000', '000', '000']
+_MOTOROLA_EXTENDED_12B = ['300', '031', '000', '000', '353', '171',
+                          '242', '240', '000', '000', '000', '000']
+_IEEE_QUAD_PREC_BE = ['300', '031', '326', '363', '105', '100', '000', '000',
+                      '000', '000', '000', '000', '000', '000', '000', '000']
+_IEEE_QUAD_PREC_LE = _IEEE_QUAD_PREC_BE[::-1]
+_IBM_DOUBLE_DOUBLE_BE = (['301', '235', '157', '064', '124', '000', '000', '000'] +
+                     ['000'] * 8)
+_IBM_DOUBLE_DOUBLE_LE = (['000', '000', '000', '124', '064', '157', '235', '301'] +
+                     ['000'] * 8)
+
+def long_double_representation(lines):
+    """Given a binary dump as given by GNU od -b, look for long double
+    representation."""
+
+    # Read contains a list of 32 items, each item is a byte (in octal
+    # representation, as a string). We 'slide' over the output until read is of
+    # the form before_seq + content + after_sequence, where content is the long double
+    # representation:
+    #  - content is 12 bytes: 80 bits Intel representation
+    #  - content is 16 bytes: 80 bits Intel representation (64 bits) or quad precision
+    #  - content is 8 bytes: same as double (not implemented yet)
+    read = [''] * 32
+    saw = None
+    for line in lines:
+        # we skip the first word, as od -b output an index at the beginning of
+        # each line
+        for w in line.split()[1:]:
+            read.pop(0)
+            read.append(w)
+
+            # If the end of read is equal to the after_sequence, read contains
+            # the long double
+            if read[-8:] == _AFTER_SEQ:
+                saw = copy.copy(read)
+                # if the content was 12 bytes, we only have 32 - 8 - 12 = 12
+                # "before" bytes. In other words the first 4 "before" bytes went
+                # past the sliding window.
+                if read[:12] == _BEFORE_SEQ[4:]:
+                    if read[12:-8] == _INTEL_EXTENDED_12B:
+                        return 'INTEL_EXTENDED_12_BYTES_LE'
+                    if read[12:-8] == _MOTOROLA_EXTENDED_12B:
+                        return 'MOTOROLA_EXTENDED_12_BYTES_BE'
+                # if the content was 16 bytes, we are left with 32-8-16 = 16
+                # "before" bytes, so 8 went past the sliding window.
+                elif read[:8] == _BEFORE_SEQ[8:]:
+                    if read[8:-8] == _INTEL_EXTENDED_16B:
+                        return 'INTEL_EXTENDED_16_BYTES_LE'
+                    elif read[8:-8] == _IEEE_QUAD_PREC_BE:
+                        return 'IEEE_QUAD_BE'
+                    elif read[8:-8] == _IEEE_QUAD_PREC_LE:
+                        return 'IEEE_QUAD_LE'
+                    elif read[8:-8] == _IBM_DOUBLE_DOUBLE_LE:
+                        return 'IBM_DOUBLE_DOUBLE_LE'
+                    elif read[8:-8] == _IBM_DOUBLE_DOUBLE_BE:
+                        return 'IBM_DOUBLE_DOUBLE_BE'
+                # if the content was 8 bytes, left with 32-8-8 = 16 bytes
+                elif read[:16] == _BEFORE_SEQ:
+                    if read[16:-8] == _IEEE_DOUBLE_LE:
+                        return 'IEEE_DOUBLE_LE'
+                    elif read[16:-8] == _IEEE_DOUBLE_BE:
+                        return 'IEEE_DOUBLE_BE'
+
+    if saw is not None:
+        raise ValueError("Unrecognized format (%s)" % saw)
+    else:
+        # We never detected the after_sequence
+        raise ValueError("Could not lock sequences (%s)" % saw)
+
+
+def check_for_right_shift_internal_compiler_error(cmd):
+    """
+    On our arm CI, this fails with an internal compilation error
+
+    The failure looks like the following, and can be reproduced on ARM64 GCC 5.4:
+
+        <source>: In function 'right_shift':
+        <source>:4:20: internal compiler error: in expand_shift_1, at expmed.c:2349
+               ip1[i] = ip1[i] >> in2;
+                      ^
+        Please submit a full bug report,
+        with preprocessed source if appropriate.
+        See <http://gcc.gnu.org/bugs.html> for instructions.
+        Compiler returned: 1
+
+    This function returns True if this compiler bug is present, and we need to
+    turn off optimization for the function
+    """
+    cmd._check_compiler()
+    has_optimize = cmd.try_compile(textwrap.dedent("""\
+        __attribute__((optimize("O3"))) void right_shift() {}
+        """), None, None)
+    if not has_optimize:
+        return False
+
+    no_err = cmd.try_compile(textwrap.dedent("""\
+        typedef long the_type;  /* fails also for unsigned and long long */
+        __attribute__((optimize("O3"))) void right_shift(the_type in2, the_type *ip1, int n) {
+            for (int i = 0; i < n; i++) {
+                if (in2 < (the_type)sizeof(the_type) * 8) {
+                    ip1[i] = ip1[i] >> in2;
+                }
+            }
+        }
+        """), None, None)
+    return not no_err
diff --git a/venv/lib/python3.8/site-packages/numpy/core/shape_base.py b/venv/lib/python3.8/site-packages/numpy/core/shape_base.py
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_arraymethod.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_arraymethod.py
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@@ -0,0 +1,93 @@
+"""
+This file tests the generic aspects of ArrayMethod.  At the time of writing
+this is private API, but when added, public API may be added here.
+"""
+
+from __future__ import annotations
+
+import sys
+import types
+from typing import Any
+
+import pytest
+
+import numpy as np
+from numpy.core._multiarray_umath import _get_castingimpl as get_castingimpl
+
+
+class TestResolveDescriptors:
+    # Test mainly error paths of the resolve_descriptors function,
+    # note that the `casting_unittests` tests exercise this non-error paths.
+
+    # Casting implementations are the main/only current user:
+    method = get_castingimpl(type(np.dtype("d")), type(np.dtype("f")))
+
+    @pytest.mark.parametrize("args", [
+        (True,),  # Not a tuple.
+        ((None,)),  # Too few elements
+        ((None, None, None),),  # Too many
+        ((None, None),),  # Input dtype is None, which is invalid.
+        ((np.dtype("d"), True),),  # Output dtype is not a dtype
+        ((np.dtype("f"), None),),  # Input dtype does not match method
+    ])
+    def test_invalid_arguments(self, args):
+        with pytest.raises(TypeError):
+            self.method._resolve_descriptors(*args)
+
+
+class TestSimpleStridedCall:
+    # Test mainly error paths of the resolve_descriptors function,
+    # note that the `casting_unittests` tests exercise this non-error paths.
+
+    # Casting implementations are the main/only current user:
+    method = get_castingimpl(type(np.dtype("d")), type(np.dtype("f")))
+
+    @pytest.mark.parametrize(["args", "error"], [
+        ((True,), TypeError),  # Not a tuple
+        (((None,),), TypeError),  # Too few elements
+        ((None, None), TypeError),  # Inputs are not arrays.
+        (((None, None, None),), TypeError),  # Too many
+        (((np.arange(3), np.arange(3)),), TypeError),  # Incorrect dtypes
+        (((np.ones(3, dtype=">d"), np.ones(3, dtype="<f")),),
+         TypeError),  # Does not support byte-swapping
+        (((np.ones((2, 2), dtype="d"), np.ones((2, 2), dtype="f")),),
+         ValueError),  # not 1-D
+        (((np.ones(3, dtype="d"), np.ones(4, dtype="f")),),
+          ValueError),  # different length
+        (((np.frombuffer(b"\0x00"*3*2, dtype="d"),
+           np.frombuffer(b"\0x00"*3, dtype="f")),),
+         ValueError),  # output not writeable
+    ])
+    def test_invalid_arguments(self, args, error):
+        # This is private API, which may be modified freely
+        with pytest.raises(error):
+            self.method._simple_strided_call(*args)
+
+
+@pytest.mark.skipif(sys.version_info < (3, 9), reason="Requires python 3.9")
+@pytest.mark.parametrize(
+    "cls", [np.ndarray, np.recarray, np.chararray, np.matrix, np.memmap]
+)
+class TestClassGetItem:
+    def test_class_getitem(self, cls: type[np.ndarray]) -> None:
+        """Test `ndarray.__class_getitem__`."""
+        alias = cls[Any, Any]
+        assert isinstance(alias, types.GenericAlias)
+        assert alias.__origin__ is cls
+
+    @pytest.mark.parametrize("arg_len", range(4))
+    def test_subscript_tup(self, cls: type[np.ndarray], arg_len: int) -> None:
+        arg_tup = (Any,) * arg_len
+        if arg_len in (1, 2):
+            assert cls[arg_tup]
+        else:
+            match = f"Too {'few' if arg_len == 0 else 'many'} arguments"
+            with pytest.raises(TypeError, match=match):
+                cls[arg_tup]
+
+
+@pytest.mark.skipif(sys.version_info >= (3, 9), reason="Requires python 3.8")
+def test_class_getitem_38() -> None:
+    match = "Type subscription requires python >= 3.9"
+    with pytest.raises(TypeError, match=match):
+        np.ndarray[Any, Any]
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_arrayprint.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_arrayprint.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_casting_unittests.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_casting_unittests.py
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index 0000000..2b78644
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_deprecations.py
@@ -0,0 +1,1240 @@
+"""
+Tests related to deprecation warnings. Also a convenient place
+to document how deprecations should eventually be turned into errors.
+
+"""
+import datetime
+import operator
+import warnings
+import pytest
+import tempfile
+import re
+import sys
+
+import numpy as np
+from numpy.testing import (
+    assert_raises, assert_warns, assert_, assert_array_equal, SkipTest,
+    KnownFailureException, break_cycles,
+    )
+
+from numpy.core._multiarray_tests import fromstring_null_term_c_api
+
+try:
+    import pytz
+    _has_pytz = True
+except ImportError:
+    _has_pytz = False
+
+
+class _DeprecationTestCase:
+    # Just as warning: warnings uses re.match, so the start of this message
+    # must match.
+    message = ''
+    warning_cls = DeprecationWarning
+
+    def setup(self):
+        self.warn_ctx = warnings.catch_warnings(record=True)
+        self.log = self.warn_ctx.__enter__()
+
+        # Do *not* ignore other DeprecationWarnings. Ignoring warnings
+        # can give very confusing results because of
+        # https://bugs.python.org/issue4180 and it is probably simplest to
+        # try to keep the tests cleanly giving only the right warning type.
+        # (While checking them set to "error" those are ignored anyway)
+        # We still have them show up, because otherwise they would be raised
+        warnings.filterwarnings("always", category=self.warning_cls)
+        warnings.filterwarnings("always", message=self.message,
+                                category=self.warning_cls)
+
+    def teardown(self):
+        self.warn_ctx.__exit__()
+
+    def assert_deprecated(self, function, num=1, ignore_others=False,
+                          function_fails=False,
+                          exceptions=np._NoValue,
+                          args=(), kwargs={}):
+        """Test if DeprecationWarnings are given and raised.
+
+        This first checks if the function when called gives `num`
+        DeprecationWarnings, after that it tries to raise these
+        DeprecationWarnings and compares them with `exceptions`.
+        The exceptions can be different for cases where this code path
+        is simply not anticipated and the exception is replaced.
+
+        Parameters
+        ----------
+        function : callable
+            The function to test
+        num : int
+            Number of DeprecationWarnings to expect. This should normally be 1.
+        ignore_others : bool
+            Whether warnings of the wrong type should be ignored (note that
+            the message is not checked)
+        function_fails : bool
+            If the function would normally fail, setting this will check for
+            warnings inside a try/except block.
+        exceptions : Exception or tuple of Exceptions
+            Exception to expect when turning the warnings into an error.
+            The default checks for DeprecationWarnings. If exceptions is
+            empty the function is expected to run successfully.
+        args : tuple
+            Arguments for `function`
+        kwargs : dict
+            Keyword arguments for `function`
+        """
+        __tracebackhide__ = True  # Hide traceback for py.test
+
+        # reset the log
+        self.log[:] = []
+
+        if exceptions is np._NoValue:
+            exceptions = (self.warning_cls,)
+
+        try:
+            function(*args, **kwargs)
+        except (Exception if function_fails else tuple()):
+            pass
+
+        # just in case, clear the registry
+        num_found = 0
+        for warning in self.log:
+            if warning.category is self.warning_cls:
+                num_found += 1
+            elif not ignore_others:
+                raise AssertionError(
+                        "expected %s but got: %s" %
+                        (self.warning_cls.__name__, warning.category))
+        if num is not None and num_found != num:
+            msg = "%i warnings found but %i expected." % (len(self.log), num)
+            lst = [str(w) for w in self.log]
+            raise AssertionError("\n".join([msg] + lst))
+
+        with warnings.catch_warnings():
+            warnings.filterwarnings("error", message=self.message,
+                                    category=self.warning_cls)
+            try:
+                function(*args, **kwargs)
+                if exceptions != tuple():
+                    raise AssertionError(
+                            "No error raised during function call")
+            except exceptions:
+                if exceptions == tuple():
+                    raise AssertionError(
+                            "Error raised during function call")
+
+    def assert_not_deprecated(self, function, args=(), kwargs={}):
+        """Test that warnings are not raised.
+
+        This is just a shorthand for:
+
+        self.assert_deprecated(function, num=0, ignore_others=True,
+                        exceptions=tuple(), args=args, kwargs=kwargs)
+        """
+        self.assert_deprecated(function, num=0, ignore_others=True,
+                        exceptions=tuple(), args=args, kwargs=kwargs)
+
+
+class _VisibleDeprecationTestCase(_DeprecationTestCase):
+    warning_cls = np.VisibleDeprecationWarning
+
+
+class TestComparisonDeprecations(_DeprecationTestCase):
+    """This tests the deprecation, for non-element-wise comparison logic.
+    This used to mean that when an error occurred during element-wise comparison
+    (i.e. broadcasting) NotImplemented was returned, but also in the comparison
+    itself, False was given instead of the error.
+
+    Also test FutureWarning for the None comparison.
+    """
+
+    message = "elementwise.* comparison failed; .*"
+
+    def test_normal_types(self):
+        for op in (operator.eq, operator.ne):
+            # Broadcasting errors:
+            self.assert_deprecated(op, args=(np.zeros(3), []))
+            a = np.zeros(3, dtype='i,i')
+            # (warning is issued a couple of times here)
+            self.assert_deprecated(op, args=(a, a[:-1]), num=None)
+
+            # ragged array comparison returns True/False
+            a = np.array([1, np.array([1,2,3])], dtype=object)
+            b = np.array([1, np.array([1,2,3])], dtype=object)
+            self.assert_deprecated(op, args=(a, b), num=None)
+
+    def test_string(self):
+        # For two string arrays, strings always raised the broadcasting error:
+        a = np.array(['a', 'b'])
+        b = np.array(['a', 'b', 'c'])
+        assert_raises(ValueError, lambda x, y: x == y, a, b)
+
+        # The empty list is not cast to string, and this used to pass due
+        # to dtype mismatch; now (2018-06-21) it correctly leads to a
+        # FutureWarning.
+        assert_warns(FutureWarning, lambda: a == [])
+
+    def test_void_dtype_equality_failures(self):
+        class NotArray:
+            def __array__(self):
+                raise TypeError
+
+            # Needed so Python 3 does not raise DeprecationWarning twice.
+            def __ne__(self, other):
+                return NotImplemented
+
+        self.assert_deprecated(lambda: np.arange(2) == NotArray())
+        self.assert_deprecated(lambda: np.arange(2) != NotArray())
+
+    def test_array_richcompare_legacy_weirdness(self):
+        # It doesn't really work to use assert_deprecated here, b/c part of
+        # the point of assert_deprecated is to check that when warnings are
+        # set to "error" mode then the error is propagated -- which is good!
+        # But here we are testing a bunch of code that is deprecated *because*
+        # it has the habit of swallowing up errors and converting them into
+        # different warnings. So assert_warns will have to be sufficient.
+        assert_warns(FutureWarning, lambda: np.arange(2) == "a")
+        assert_warns(FutureWarning, lambda: np.arange(2) != "a")
+        # No warning for scalar comparisons
+        with warnings.catch_warnings():
+            warnings.filterwarnings("error")
+            assert_(not (np.array(0) == "a"))
+            assert_(np.array(0) != "a")
+            assert_(not (np.int16(0) == "a"))
+            assert_(np.int16(0) != "a")
+
+        for arg1 in [np.asarray(0), np.int16(0)]:
+            struct = np.zeros(2, dtype="i4,i4")
+            for arg2 in [struct, "a"]:
+                for f in [operator.lt, operator.le, operator.gt, operator.ge]:
+                    with warnings.catch_warnings() as l:
+                        warnings.filterwarnings("always")
+                        assert_raises(TypeError, f, arg1, arg2)
+                        assert_(not l)
+
+
+class TestDatetime64Timezone(_DeprecationTestCase):
+    """Parsing of datetime64 with timezones deprecated in 1.11.0, because
+    datetime64 is now timezone naive rather than UTC only.
+
+    It will be quite a while before we can remove this, because, at the very
+    least, a lot of existing code uses the 'Z' modifier to avoid conversion
+    from local time to UTC, even if otherwise it handles time in a timezone
+    naive fashion.
+    """
+    def test_string(self):
+        self.assert_deprecated(np.datetime64, args=('2000-01-01T00+01',))
+        self.assert_deprecated(np.datetime64, args=('2000-01-01T00Z',))
+
+    @pytest.mark.skipif(not _has_pytz,
+                        reason="The pytz module is not available.")
+    def test_datetime(self):
+        tz = pytz.timezone('US/Eastern')
+        dt = datetime.datetime(2000, 1, 1, 0, 0, tzinfo=tz)
+        self.assert_deprecated(np.datetime64, args=(dt,))
+
+
+class TestArrayDataAttributeAssignmentDeprecation(_DeprecationTestCase):
+    """Assigning the 'data' attribute of an ndarray is unsafe as pointed
+     out in gh-7093. Eventually, such assignment should NOT be allowed, but
+     in the interests of maintaining backwards compatibility, only a Deprecation-
+     Warning will be raised instead for the time being to give developers time to
+     refactor relevant code.
+    """
+
+    def test_data_attr_assignment(self):
+        a = np.arange(10)
+        b = np.linspace(0, 1, 10)
+
+        self.message = ("Assigning the 'data' attribute is an "
+                        "inherently unsafe operation and will "
+                        "be removed in the future.")
+        self.assert_deprecated(a.__setattr__, args=('data', b.data))
+
+
+class TestBinaryReprInsufficientWidthParameterForRepresentation(_DeprecationTestCase):
+    """
+    If a 'width' parameter is passed into ``binary_repr`` that is insufficient to
+    represent the number in base 2 (positive) or 2's complement (negative) form,
+    the function used to silently ignore the parameter and return a representation
+    using the minimal number of bits needed for the form in question. Such behavior
+    is now considered unsafe from a user perspective and will raise an error in the future.
+    """
+
+    def test_insufficient_width_positive(self):
+        args = (10,)
+        kwargs = {'width': 2}
+
+        self.message = ("Insufficient bit width provided. This behavior "
+                        "will raise an error in the future.")
+        self.assert_deprecated(np.binary_repr, args=args, kwargs=kwargs)
+
+    def test_insufficient_width_negative(self):
+        args = (-5,)
+        kwargs = {'width': 2}
+
+        self.message = ("Insufficient bit width provided. This behavior "
+                        "will raise an error in the future.")
+        self.assert_deprecated(np.binary_repr, args=args, kwargs=kwargs)
+
+
+class TestDTypeAttributeIsDTypeDeprecation(_DeprecationTestCase):
+    # Deprecated 2021-01-05, NumPy 1.21
+    message = r".*`.dtype` attribute"
+
+    def test_deprecation_dtype_attribute_is_dtype(self):
+        class dt:
+            dtype = "f8"
+
+        class vdt(np.void):
+            dtype = "f,f"
+
+        self.assert_deprecated(lambda: np.dtype(dt))
+        self.assert_deprecated(lambda: np.dtype(dt()))
+        self.assert_deprecated(lambda: np.dtype(vdt))
+        self.assert_deprecated(lambda: np.dtype(vdt(1)))
+
+
+class TestTestDeprecated:
+    def test_assert_deprecated(self):
+        test_case_instance = _DeprecationTestCase()
+        test_case_instance.setup()
+        assert_raises(AssertionError,
+                      test_case_instance.assert_deprecated,
+                      lambda: None)
+
+        def foo():
+            warnings.warn("foo", category=DeprecationWarning, stacklevel=2)
+
+        test_case_instance.assert_deprecated(foo)
+        test_case_instance.teardown()
+
+
+class TestNonNumericConjugate(_DeprecationTestCase):
+    """
+    Deprecate no-op behavior of ndarray.conjugate on non-numeric dtypes,
+    which conflicts with the error behavior of np.conjugate.
+    """
+    def test_conjugate(self):
+        for a in np.array(5), np.array(5j):
+            self.assert_not_deprecated(a.conjugate)
+        for a in (np.array('s'), np.array('2016', 'M'),
+                np.array((1, 2), [('a', int), ('b', int)])):
+            self.assert_deprecated(a.conjugate)
+
+
+class TestNPY_CHAR(_DeprecationTestCase):
+    # 2017-05-03, 1.13.0
+    def test_npy_char_deprecation(self):
+        from numpy.core._multiarray_tests import npy_char_deprecation
+        self.assert_deprecated(npy_char_deprecation)
+        assert_(npy_char_deprecation() == 'S1')
+
+
+class TestPyArray_AS1D(_DeprecationTestCase):
+    def test_npy_pyarrayas1d_deprecation(self):
+        from numpy.core._multiarray_tests import npy_pyarrayas1d_deprecation
+        assert_raises(NotImplementedError, npy_pyarrayas1d_deprecation)
+
+
+class TestPyArray_AS2D(_DeprecationTestCase):
+    def test_npy_pyarrayas2d_deprecation(self):
+        from numpy.core._multiarray_tests import npy_pyarrayas2d_deprecation
+        assert_raises(NotImplementedError, npy_pyarrayas2d_deprecation)
+
+
+class TestDatetimeEvent(_DeprecationTestCase):
+    # 2017-08-11, 1.14.0
+    def test_3_tuple(self):
+        for cls in (np.datetime64, np.timedelta64):
+            # two valid uses - (unit, num) and (unit, num, den, None)
+            self.assert_not_deprecated(cls, args=(1, ('ms', 2)))
+            self.assert_not_deprecated(cls, args=(1, ('ms', 2, 1, None)))
+
+            # trying to use the event argument, removed in 1.7.0, is deprecated
+            # it used to be a uint8
+            self.assert_deprecated(cls, args=(1, ('ms', 2, 'event')))
+            self.assert_deprecated(cls, args=(1, ('ms', 2, 63)))
+            self.assert_deprecated(cls, args=(1, ('ms', 2, 1, 'event')))
+            self.assert_deprecated(cls, args=(1, ('ms', 2, 1, 63)))
+
+
+class TestTruthTestingEmptyArrays(_DeprecationTestCase):
+    # 2017-09-25, 1.14.0
+    message = '.*truth value of an empty array is ambiguous.*'
+
+    def test_1d(self):
+        self.assert_deprecated(bool, args=(np.array([]),))
+
+    def test_2d(self):
+        self.assert_deprecated(bool, args=(np.zeros((1, 0)),))
+        self.assert_deprecated(bool, args=(np.zeros((0, 1)),))
+        self.assert_deprecated(bool, args=(np.zeros((0, 0)),))
+
+
+class TestBincount(_DeprecationTestCase):
+    # 2017-06-01, 1.14.0
+    def test_bincount_minlength(self):
+        self.assert_deprecated(lambda: np.bincount([1, 2, 3], minlength=None))
+
+
+
+class TestGeneratorSum(_DeprecationTestCase):
+    # 2018-02-25, 1.15.0
+    def test_generator_sum(self):
+        self.assert_deprecated(np.sum, args=((i for i in range(5)),))
+
+
+class TestPositiveOnNonNumerical(_DeprecationTestCase):
+    # 2018-06-28, 1.16.0
+    def test_positive_on_non_number(self):
+        self.assert_deprecated(operator.pos, args=(np.array('foo'),))
+
+
+class TestFromstring(_DeprecationTestCase):
+    # 2017-10-19, 1.14
+    def test_fromstring(self):
+        self.assert_deprecated(np.fromstring, args=('\x00'*80,))
+
+
+class TestFromStringAndFileInvalidData(_DeprecationTestCase):
+    # 2019-06-08, 1.17.0
+    # Tests should be moved to real tests when deprecation is done.
+    message = "string or file could not be read to its end"
+
+    @pytest.mark.parametrize("invalid_str", [",invalid_data", "invalid_sep"])
+    def test_deprecate_unparsable_data_file(self, invalid_str):
+        x = np.array([1.51, 2, 3.51, 4], dtype=float)
+
+        with tempfile.TemporaryFile(mode="w") as f:
+            x.tofile(f, sep=',', format='%.2f')
+            f.write(invalid_str)
+
+            f.seek(0)
+            self.assert_deprecated(lambda: np.fromfile(f, sep=","))
+            f.seek(0)
+            self.assert_deprecated(lambda: np.fromfile(f, sep=",", count=5))
+            # Should not raise:
+            with warnings.catch_warnings():
+                warnings.simplefilter("error", DeprecationWarning)
+                f.seek(0)
+                res = np.fromfile(f, sep=",", count=4)
+                assert_array_equal(res, x)
+
+    @pytest.mark.parametrize("invalid_str", [",invalid_data", "invalid_sep"])
+    def test_deprecate_unparsable_string(self, invalid_str):
+        x = np.array([1.51, 2, 3.51, 4], dtype=float)
+        x_str = "1.51,2,3.51,4{}".format(invalid_str)
+
+        self.assert_deprecated(lambda: np.fromstring(x_str, sep=","))
+        self.assert_deprecated(lambda: np.fromstring(x_str, sep=",", count=5))
+
+        # The C-level API can use not fixed size, but 0 terminated strings,
+        # so test that as well:
+        bytestr = x_str.encode("ascii")
+        self.assert_deprecated(lambda: fromstring_null_term_c_api(bytestr))
+
+        with assert_warns(DeprecationWarning):
+            # this is slightly strange, in that fromstring leaves data
+            # potentially uninitialized (would be good to error when all is
+            # read, but count is larger then actual data maybe).
+            res = np.fromstring(x_str, sep=",", count=5)
+            assert_array_equal(res[:-1], x)
+
+        with warnings.catch_warnings():
+            warnings.simplefilter("error", DeprecationWarning)
+
+            # Should not raise:
+            res = np.fromstring(x_str, sep=",", count=4)
+            assert_array_equal(res, x)
+
+
+class Test_GetSet_NumericOps(_DeprecationTestCase):
+    # 2018-09-20, 1.16.0
+    def test_get_numeric_ops(self):
+        from numpy.core._multiarray_tests import getset_numericops
+        self.assert_deprecated(getset_numericops, num=2)
+
+        # empty kwargs prevents any state actually changing which would break
+        # other tests.
+        self.assert_deprecated(np.set_numeric_ops, kwargs={})
+        assert_raises(ValueError, np.set_numeric_ops, add='abc')
+
+
+class TestShape1Fields(_DeprecationTestCase):
+    warning_cls = FutureWarning
+
+    # 2019-05-20, 1.17.0
+    def test_shape_1_fields(self):
+        self.assert_deprecated(np.dtype, args=([('a', int, 1)],))
+
+
+class TestNonZero(_DeprecationTestCase):
+    # 2019-05-26, 1.17.0
+    def test_zerod(self):
+        self.assert_deprecated(lambda: np.nonzero(np.array(0)))
+        self.assert_deprecated(lambda: np.nonzero(np.array(1)))
+
+
+def test_deprecate_ragged_arrays():
+    # 2019-11-29 1.19.0
+    #
+    # NEP 34 deprecated automatic object dtype when creating ragged
+    # arrays. Also see the "ragged" tests in `test_multiarray`
+    #
+    # emits a VisibleDeprecationWarning
+    arg = [1, [2, 3]]
+    with assert_warns(np.VisibleDeprecationWarning):
+        np.array(arg)
+
+
+class TestTooDeepDeprecation(_VisibleDeprecationTestCase):
+    # NumPy 1.20, 2020-05-08
+    # This is a bit similar to the above ragged array deprecation case.
+    message = re.escape("Creating an ndarray from nested sequences exceeding")
+
+    def test_deprecation(self):
+        nested = [1]
+        for i in range(np.MAXDIMS - 1):
+            nested = [nested]
+        self.assert_not_deprecated(np.array, args=(nested,))
+        self.assert_not_deprecated(np.array,
+                args=(nested,), kwargs=dict(dtype=object))
+
+        self.assert_deprecated(np.array, args=([nested],))
+
+
+class TestToString(_DeprecationTestCase):
+    # 2020-03-06 1.19.0
+    message = re.escape("tostring() is deprecated. Use tobytes() instead.")
+
+    def test_tostring(self):
+        arr = np.array(list(b"test\xFF"), dtype=np.uint8)
+        self.assert_deprecated(arr.tostring)
+
+    def test_tostring_matches_tobytes(self):
+        arr = np.array(list(b"test\xFF"), dtype=np.uint8)
+        b = arr.tobytes()
+        with assert_warns(DeprecationWarning):
+            s = arr.tostring()
+        assert s == b
+
+
+class TestDTypeCoercion(_DeprecationTestCase):
+    # 2020-02-06 1.19.0
+    message = "Converting .* to a dtype .*is deprecated"
+    deprecated_types = [
+        # The builtin scalar super types:
+        np.generic, np.flexible, np.number,
+        np.inexact, np.floating, np.complexfloating,
+        np.integer, np.unsignedinteger, np.signedinteger,
+        # character is a deprecated S1 special case:
+        np.character,
+    ]
+
+    def test_dtype_coercion(self):
+        for scalar_type in self.deprecated_types:
+            self.assert_deprecated(np.dtype, args=(scalar_type,))
+
+    def test_array_construction(self):
+        for scalar_type in self.deprecated_types:
+            self.assert_deprecated(np.array, args=([], scalar_type,))
+
+    def test_not_deprecated(self):
+        # All specific types are not deprecated:
+        for group in np.sctypes.values():
+            for scalar_type in group:
+                self.assert_not_deprecated(np.dtype, args=(scalar_type,))
+
+        for scalar_type in [type, dict, list, tuple]:
+            # Typical python types are coerced to object currently:
+            self.assert_not_deprecated(np.dtype, args=(scalar_type,))
+
+
+class BuiltInRoundComplexDType(_DeprecationTestCase):
+    # 2020-03-31 1.19.0
+    deprecated_types = [np.csingle, np.cdouble, np.clongdouble]
+    not_deprecated_types = [
+        np.int8, np.int16, np.int32, np.int64,
+        np.uint8, np.uint16, np.uint32, np.uint64,
+        np.float16, np.float32, np.float64,
+    ]
+
+    def test_deprecated(self):
+        for scalar_type in self.deprecated_types:
+            scalar = scalar_type(0)
+            self.assert_deprecated(round, args=(scalar,))
+            self.assert_deprecated(round, args=(scalar, 0))
+            self.assert_deprecated(round, args=(scalar,), kwargs={'ndigits': 0})
+
+    def test_not_deprecated(self):
+        for scalar_type in self.not_deprecated_types:
+            scalar = scalar_type(0)
+            self.assert_not_deprecated(round, args=(scalar,))
+            self.assert_not_deprecated(round, args=(scalar, 0))
+            self.assert_not_deprecated(round, args=(scalar,), kwargs={'ndigits': 0})
+
+
+class TestIncorrectAdvancedIndexWithEmptyResult(_DeprecationTestCase):
+    # 2020-05-27, NumPy 1.20.0
+    message = "Out of bound index found. This was previously ignored.*"
+
+    @pytest.mark.parametrize("index", [([3, 0],), ([0, 0], [3, 0])])
+    def test_empty_subspace(self, index):
+        # Test for both a single and two/multiple advanced indices. These
+        # This will raise an IndexError in the future.
+        arr = np.ones((2, 2, 0))
+        self.assert_deprecated(arr.__getitem__, args=(index,))
+        self.assert_deprecated(arr.__setitem__, args=(index, 0.))
+
+        # for this array, the subspace is only empty after applying the slice
+        arr2 = np.ones((2, 2, 1))
+        index2 = (slice(0, 0),) + index
+        self.assert_deprecated(arr2.__getitem__, args=(index2,))
+        self.assert_deprecated(arr2.__setitem__, args=(index2, 0.))
+
+    def test_empty_index_broadcast_not_deprecated(self):
+        arr = np.ones((2, 2, 2))
+
+        index = ([[3], [2]], [])  # broadcast to an empty result.
+        self.assert_not_deprecated(arr.__getitem__, args=(index,))
+        self.assert_not_deprecated(arr.__setitem__,
+                                   args=(index, np.empty((2, 0, 2))))
+
+
+class TestNonExactMatchDeprecation(_DeprecationTestCase):
+    # 2020-04-22
+    def test_non_exact_match(self):
+        arr = np.array([[3, 6, 6], [4, 5, 1]])
+        # misspelt mode check
+        self.assert_deprecated(lambda: np.ravel_multi_index(arr, (7, 6), mode='Cilp'))
+        # using completely different word with first character as R
+        self.assert_deprecated(lambda: np.searchsorted(arr[0], 4, side='Random'))
+
+
+class TestDeprecatedGlobals(_DeprecationTestCase):
+    # 2020-06-06
+    def test_type_aliases(self):
+        # from builtins
+        self.assert_deprecated(lambda: np.bool(True))
+        self.assert_deprecated(lambda: np.int(1))
+        self.assert_deprecated(lambda: np.float(1))
+        self.assert_deprecated(lambda: np.complex(1))
+        self.assert_deprecated(lambda: np.object())
+        self.assert_deprecated(lambda: np.str('abc'))
+
+        # from np.compat
+        self.assert_deprecated(lambda: np.long(1))
+        self.assert_deprecated(lambda: np.unicode('abc'))
+
+        # from np.core.numerictypes
+        self.assert_deprecated(lambda: np.typeDict)
+
+
+class TestMatrixInOuter(_DeprecationTestCase):
+    # 2020-05-13 NumPy 1.20.0
+    message = (r"add.outer\(\) was passed a numpy matrix as "
+               r"(first|second) argument.")
+
+    def test_deprecated(self):
+        arr = np.array([1, 2, 3])
+        m = np.array([1, 2, 3]).view(np.matrix)
+        self.assert_deprecated(np.add.outer, args=(m, m), num=2)
+        self.assert_deprecated(np.add.outer, args=(arr, m))
+        self.assert_deprecated(np.add.outer, args=(m, arr))
+        self.assert_not_deprecated(np.add.outer, args=(arr, arr))
+
+
+class TestRaggedArray(_DeprecationTestCase):
+    # 2020-07-24, NumPy 1.20.0
+    message = "setting an array element with a sequence"
+
+    def test_deprecated(self):
+        arr = np.ones((1, 1))
+        # Deprecated if the array is a leave node:
+        self.assert_deprecated(lambda: np.array([arr, 0], dtype=np.float64))
+        self.assert_deprecated(lambda: np.array([0, arr], dtype=np.float64))
+        # And when it is an assignment into a lower dimensional subarray:
+        self.assert_deprecated(lambda: np.array([arr, [0]], dtype=np.float64))
+        self.assert_deprecated(lambda: np.array([[0], arr], dtype=np.float64))
+
+
+class FlatteningConcatenateUnsafeCast(_DeprecationTestCase):
+    # NumPy 1.20, 2020-09-03
+    message = "concatenate with `axis=None` will use same-kind casting"
+
+    def test_deprecated(self):
+        self.assert_deprecated(np.concatenate,
+                args=(([0.], [1.]),),
+                kwargs=dict(axis=None, out=np.empty(2, dtype=np.int64)))
+
+    def test_not_deprecated(self):
+        self.assert_not_deprecated(np.concatenate,
+                args=(([0.], [1.]),),
+                kwargs={'axis': None, 'out': np.empty(2, dtype=np.int64),
+                        'casting': "unsafe"})
+
+        with assert_raises(TypeError):
+            # Tests should notice if the deprecation warning is given first...
+            np.concatenate(([0.], [1.]), out=np.empty(2, dtype=np.int64),
+                           casting="same_kind")
+
+
+class TestDeprecateSubarrayDTypeDuringArrayCoercion(_DeprecationTestCase):
+    warning_cls = FutureWarning
+    message = "(creating|casting) an array (with|to) a subarray dtype"
+
+    def test_deprecated_array(self):
+        # Arrays are more complex, since they "broadcast" on success:
+        arr = np.array([1, 2])
+
+        self.assert_deprecated(lambda: arr.astype("(2)i,"))
+        with pytest.warns(FutureWarning):
+            res = arr.astype("(2)i,")
+
+        assert_array_equal(res, [[1, 2], [1, 2]])
+
+        self.assert_deprecated(lambda: np.array(arr, dtype="(2)i,"))
+        with pytest.warns(FutureWarning):
+            res = np.array(arr, dtype="(2)i,")
+
+        assert_array_equal(res, [[1, 2], [1, 2]])
+
+        with pytest.warns(FutureWarning):
+            res = np.array([[(1,), (2,)], arr], dtype="(2)i,")
+
+        assert_array_equal(res, [[[1, 1], [2, 2]], [[1, 2], [1, 2]]])
+
+    def test_deprecated_and_error(self):
+        # These error paths do not give a warning, but will succeed in the
+        # future.
+        arr = np.arange(5 * 2).reshape(5, 2)
+        def check():
+            with pytest.raises(ValueError):
+                arr.astype("(2,2)f")
+
+        self.assert_deprecated(check)
+
+        def check():
+            with pytest.raises(ValueError):
+                np.array(arr, dtype="(2,2)f")
+
+        self.assert_deprecated(check)
+
+
+class TestFutureWarningArrayLikeNotIterable(_DeprecationTestCase):
+    # Deprecated 2020-12-09, NumPy 1.20
+    warning_cls = FutureWarning
+    message = "The input object of type.*but not a sequence"
+
+    @pytest.mark.parametrize("protocol",
+            ["__array__", "__array_interface__", "__array_struct__"])
+    def test_deprecated(self, protocol):
+        """Test that these objects give a warning since they are not 0-D,
+        not coerced at the top level `np.array(obj)`, but nested, and do
+        *not* define the sequence protocol.
+
+        NOTE: Tests for the versions including __len__ and __getitem__ exist
+              in `test_array_coercion.py` and they can be modified or amended
+              when this deprecation expired.
+        """
+        blueprint = np.arange(10)
+        MyArr = type("MyArr", (), {protocol: getattr(blueprint, protocol)})
+        self.assert_deprecated(lambda: np.array([MyArr()], dtype=object))
+
+    @pytest.mark.parametrize("protocol",
+             ["__array__", "__array_interface__", "__array_struct__"])
+    def test_0d_not_deprecated(self, protocol):
+        # 0-D always worked (albeit it would use __float__ or similar for the
+        # conversion, which may not happen anymore)
+        blueprint = np.array(1.)
+        MyArr = type("MyArr", (), {protocol: getattr(blueprint, protocol)})
+        myarr = MyArr()
+
+        self.assert_not_deprecated(lambda: np.array([myarr], dtype=object))
+        res = np.array([myarr], dtype=object)
+        expected = np.empty(1, dtype=object)
+        expected[0] = myarr
+        assert_array_equal(res, expected)
+
+    @pytest.mark.parametrize("protocol",
+             ["__array__", "__array_interface__", "__array_struct__"])
+    def test_unnested_not_deprecated(self, protocol):
+        blueprint = np.arange(10)
+        MyArr = type("MyArr", (), {protocol: getattr(blueprint, protocol)})
+        myarr = MyArr()
+
+        self.assert_not_deprecated(lambda: np.array(myarr))
+        res = np.array(myarr)
+        assert_array_equal(res, blueprint)
+
+    @pytest.mark.parametrize("protocol",
+             ["__array__", "__array_interface__", "__array_struct__"])
+    def test_strange_dtype_handling(self, protocol):
+        """The old code would actually use the dtype from the array, but
+        then end up not using the array (for dimension discovery)
+        """
+        blueprint = np.arange(10).astype("f4")
+        MyArr = type("MyArr", (), {protocol: getattr(blueprint, protocol),
+                                   "__float__": lambda _: 0.5})
+        myarr = MyArr()
+
+        # Make sure we warn (and capture the FutureWarning)
+        with pytest.warns(FutureWarning, match=self.message):
+            res = np.array([[myarr]])
+
+        assert res.shape == (1, 1)
+        assert res.dtype == "f4"
+        assert res[0, 0] == 0.5
+
+    @pytest.mark.parametrize("protocol",
+             ["__array__", "__array_interface__", "__array_struct__"])
+    def test_assignment_not_deprecated(self, protocol):
+        # If the result is dtype=object we do not unpack a nested array or
+        # array-like, if it is nested at exactly the right depth.
+        # NOTE: We actually do still call __array__, etc. but ignore the result
+        #       in the end. For `dtype=object` we could optimize that away.
+        blueprint = np.arange(10).astype("f4")
+        MyArr = type("MyArr", (), {protocol: getattr(blueprint, protocol),
+                                   "__float__": lambda _: 0.5})
+        myarr = MyArr()
+
+        res = np.empty(3, dtype=object)
+        def set():
+            res[:] = [myarr, myarr, myarr]
+        self.assert_not_deprecated(set)
+        assert res[0] is myarr
+        assert res[1] is myarr
+        assert res[2] is myarr
+
+
+class TestDeprecatedUnpickleObjectScalar(_DeprecationTestCase):
+    # Deprecated 2020-11-24, NumPy 1.20
+    """
+    Technically, it should be impossible to create numpy object scalars,
+    but there was an unpickle path that would in theory allow it. That
+    path is invalid and must lead to the warning.
+    """
+    message = "Unpickling a scalar with object dtype is deprecated."
+
+    def test_deprecated(self):
+        ctor = np.core.multiarray.scalar
+        self.assert_deprecated(lambda: ctor(np.dtype("O"), 1))
+
+try:
+    with warnings.catch_warnings():
+        warnings.simplefilter("always")
+        import nose  # noqa: F401
+except ImportError:
+    HAVE_NOSE = False
+else:
+    HAVE_NOSE = True
+
+
+@pytest.mark.skipif(not HAVE_NOSE, reason="Needs nose")
+class TestNoseDecoratorsDeprecated(_DeprecationTestCase):
+    class DidntSkipException(Exception):
+        pass
+
+    def test_slow(self):
+        def _test_slow():
+            @np.testing.dec.slow
+            def slow_func(x, y, z):
+                pass
+
+            assert_(slow_func.slow)
+        self.assert_deprecated(_test_slow)
+
+    def test_setastest(self):
+        def _test_setastest():
+            @np.testing.dec.setastest()
+            def f_default(a):
+                pass
+
+            @np.testing.dec.setastest(True)
+            def f_istest(a):
+                pass
+
+            @np.testing.dec.setastest(False)
+            def f_isnottest(a):
+                pass
+
+            assert_(f_default.__test__)
+            assert_(f_istest.__test__)
+            assert_(not f_isnottest.__test__)
+        self.assert_deprecated(_test_setastest, num=3)
+
+    def test_skip_functions_hardcoded(self):
+        def _test_skip_functions_hardcoded():
+            @np.testing.dec.skipif(True)
+            def f1(x):
+                raise self.DidntSkipException
+
+            try:
+                f1('a')
+            except self.DidntSkipException:
+                raise Exception('Failed to skip')
+            except SkipTest().__class__:
+                pass
+
+            @np.testing.dec.skipif(False)
+            def f2(x):
+                raise self.DidntSkipException
+
+            try:
+                f2('a')
+            except self.DidntSkipException:
+                pass
+            except SkipTest().__class__:
+                raise Exception('Skipped when not expected to')
+        self.assert_deprecated(_test_skip_functions_hardcoded, num=2)
+
+    def test_skip_functions_callable(self):
+        def _test_skip_functions_callable():
+            def skip_tester():
+                return skip_flag == 'skip me!'
+
+            @np.testing.dec.skipif(skip_tester)
+            def f1(x):
+                raise self.DidntSkipException
+
+            try:
+                skip_flag = 'skip me!'
+                f1('a')
+            except self.DidntSkipException:
+                raise Exception('Failed to skip')
+            except SkipTest().__class__:
+                pass
+
+            @np.testing.dec.skipif(skip_tester)
+            def f2(x):
+                raise self.DidntSkipException
+
+            try:
+                skip_flag = 'five is right out!'
+                f2('a')
+            except self.DidntSkipException:
+                pass
+            except SkipTest().__class__:
+                raise Exception('Skipped when not expected to')
+        self.assert_deprecated(_test_skip_functions_callable, num=2)
+
+    def test_skip_generators_hardcoded(self):
+        def _test_skip_generators_hardcoded():
+            @np.testing.dec.knownfailureif(True, "This test is known to fail")
+            def g1(x):
+                yield from range(x)
+
+            try:
+                for j in g1(10):
+                    pass
+            except KnownFailureException().__class__:
+                pass
+            else:
+                raise Exception('Failed to mark as known failure')
+
+            @np.testing.dec.knownfailureif(False, "This test is NOT known to fail")
+            def g2(x):
+                yield from range(x)
+                raise self.DidntSkipException('FAIL')
+
+            try:
+                for j in g2(10):
+                    pass
+            except KnownFailureException().__class__:
+                raise Exception('Marked incorrectly as known failure')
+            except self.DidntSkipException:
+                pass
+        self.assert_deprecated(_test_skip_generators_hardcoded, num=2)
+
+    def test_skip_generators_callable(self):
+        def _test_skip_generators_callable():
+            def skip_tester():
+                return skip_flag == 'skip me!'
+
+            @np.testing.dec.knownfailureif(skip_tester, "This test is known to fail")
+            def g1(x):
+                yield from range(x)
+
+            try:
+                skip_flag = 'skip me!'
+                for j in g1(10):
+                    pass
+            except KnownFailureException().__class__:
+                pass
+            else:
+                raise Exception('Failed to mark as known failure')
+
+            @np.testing.dec.knownfailureif(skip_tester, "This test is NOT known to fail")
+            def g2(x):
+                yield from range(x)
+                raise self.DidntSkipException('FAIL')
+
+            try:
+                skip_flag = 'do not skip'
+                for j in g2(10):
+                    pass
+            except KnownFailureException().__class__:
+                raise Exception('Marked incorrectly as known failure')
+            except self.DidntSkipException:
+                pass
+        self.assert_deprecated(_test_skip_generators_callable, num=2)
+
+    def test_deprecated(self):
+        def _test_deprecated():
+            @np.testing.dec.deprecated(True)
+            def non_deprecated_func():
+                pass
+
+            @np.testing.dec.deprecated()
+            def deprecated_func():
+                import warnings
+                warnings.warn("TEST: deprecated func", DeprecationWarning, stacklevel=1)
+
+            @np.testing.dec.deprecated()
+            def deprecated_func2():
+                import warnings
+                warnings.warn("AHHHH", stacklevel=1)
+                raise ValueError
+
+            @np.testing.dec.deprecated()
+            def deprecated_func3():
+                import warnings
+                warnings.warn("AHHHH", stacklevel=1)
+
+            # marked as deprecated, but does not raise DeprecationWarning
+            assert_raises(AssertionError, non_deprecated_func)
+            # should be silent
+            deprecated_func()
+            with warnings.catch_warnings(record=True):
+                warnings.simplefilter("always")  # do not propagate unrelated warnings
+                # fails if deprecated decorator just disables test. See #1453.
+                assert_raises(ValueError, deprecated_func2)
+                # warning is not a DeprecationWarning
+                assert_raises(AssertionError, deprecated_func3)
+        self.assert_deprecated(_test_deprecated, num=4)
+
+    def test_parametrize(self):
+        def _test_parametrize():
+            # dec.parametrize assumes that it is being run by nose. Because
+            # we are running under pytest, we need to explicitly check the
+            # results.
+            @np.testing.dec.parametrize('base, power, expected',
+                    [(1, 1, 1),
+                    (2, 1, 2),
+                    (2, 2, 4)])
+            def check_parametrize(base, power, expected):
+                assert_(base**power == expected)
+
+            count = 0
+            for test in check_parametrize():
+                test[0](*test[1:])
+                count += 1
+            assert_(count == 3)
+        self.assert_deprecated(_test_parametrize)
+
+
+class TestSingleElementSignature(_DeprecationTestCase):
+    # Deprecated 2021-04-01, NumPy 1.21
+    message = r"The use of a length 1"
+
+    def test_deprecated(self):
+        self.assert_deprecated(lambda: np.add(1, 2, signature="d"))
+        self.assert_deprecated(lambda: np.add(1, 2, sig=(np.dtype("l"),)))
+
+
+class TestComparisonBadDType(_DeprecationTestCase):
+    # Deprecated 2021-04-01, NumPy 1.21
+    message = r"using `dtype=` in comparisons is only useful for"
+
+    def test_deprecated(self):
+        self.assert_deprecated(lambda: np.equal(1, 1, dtype=np.int64))
+        # Not an error only for the transition
+        self.assert_deprecated(lambda: np.equal(1, 1, sig=(None, None, "l")))
+
+    def test_not_deprecated(self):
+        np.equal(True, False, dtype=bool)
+        np.equal(3, 5, dtype=bool, casting="unsafe")
+        np.equal([None], [4], dtype=object)
+
+class TestComparisonBadObjectDType(_DeprecationTestCase):
+    # Deprecated 2021-04-01, NumPy 1.21  (different branch of the above one)
+    message = r"using `dtype=object` \(or equivalent signature\) will"
+    warning_cls = FutureWarning
+
+    def test_deprecated(self):
+        self.assert_deprecated(lambda: np.equal(1, 1, dtype=object))
+        self.assert_deprecated(
+                lambda: np.equal(1, 1, sig=(None, None, object)))
+
+
+class TestCtypesGetter(_DeprecationTestCase):
+    # Deprecated 2021-05-18, Numpy 1.21.0
+    warning_cls = DeprecationWarning
+    ctypes = np.array([1]).ctypes
+
+    @pytest.mark.parametrize(
+        "name", ["get_data", "get_shape", "get_strides", "get_as_parameter"]
+    )
+    def test_deprecated(self, name: str) -> None:
+        func = getattr(self.ctypes, name)
+        self.assert_deprecated(lambda: func())
+
+    @pytest.mark.parametrize(
+        "name", ["data", "shape", "strides", "_as_parameter_"]
+    )
+    def test_not_deprecated(self, name: str) -> None:
+        self.assert_not_deprecated(lambda: getattr(self.ctypes, name))
+
+
+class TestUFuncForcedDTypeWarning(_DeprecationTestCase):
+    message = "The `dtype` and `signature` arguments to ufuncs only select the"
+
+    def test_not_deprecated(self):
+        import pickle
+        # does not warn (test relies on bad pickling behaviour, simply remove
+        # it if the `assert int64 is not int64_2` should start failing.
+        int64 = np.dtype("int64")
+        int64_2 = pickle.loads(pickle.dumps(int64))
+        assert int64 is not int64_2
+        self.assert_not_deprecated(lambda: np.add(3, 4, dtype=int64_2))
+
+    def test_deprecation(self):
+        int64 = np.dtype("int64")
+        self.assert_deprecated(lambda: np.add(3, 5, dtype=int64.newbyteorder()))
+        self.assert_deprecated(lambda: np.add(3, 5, dtype="m8[ns]"))
+
+    def test_behaviour(self):
+        int64 = np.dtype("int64")
+        arr = np.arange(10, dtype="m8[s]")
+
+        with pytest.warns(DeprecationWarning, match=self.message):
+            np.add(3, 5, dtype=int64.newbyteorder())
+        with pytest.warns(DeprecationWarning, match=self.message):
+            np.add(3, 5, dtype="m8[ns]")  # previously used the "ns"
+        with pytest.warns(DeprecationWarning, match=self.message):
+            np.add(arr, arr, dtype="m8[ns]")  # never preserved the "ns"
+        with pytest.warns(DeprecationWarning, match=self.message):
+            np.maximum(arr, arr, dtype="m8[ns]")  # previously used the "ns"
+        with pytest.warns(DeprecationWarning, match=self.message):
+            np.maximum.reduce(arr, dtype="m8[ns]")  # never preserved the "ns"
+
+
+PARTITION_DICT = {
+    "partition method": np.arange(10).partition,
+    "argpartition method": np.arange(10).argpartition,
+    "partition function": lambda kth: np.partition(np.arange(10), kth),
+    "argpartition function": lambda kth: np.argpartition(np.arange(10), kth),
+}
+
+
+@pytest.mark.parametrize("func", PARTITION_DICT.values(), ids=PARTITION_DICT)
+class TestPartitionBoolIndex(_DeprecationTestCase):
+    # Deprecated 2021-09-29, NumPy 1.22
+    warning_cls = DeprecationWarning
+    message = "Passing booleans as partition index is deprecated"
+
+    def test_deprecated(self, func):
+        self.assert_deprecated(lambda: func(True))
+        self.assert_deprecated(lambda: func([False, True]))
+
+    def test_not_deprecated(self, func):
+        self.assert_not_deprecated(lambda: func(1))
+        self.assert_not_deprecated(lambda: func([0, 1]))
+
+
+class TestMachAr(_DeprecationTestCase):
+    # Deprecated 2021-10-19, NumPy 1.22
+    warning_cls = DeprecationWarning
+
+    def test_deprecated(self):
+        self.assert_deprecated(lambda: np.MachAr)
+
+    def test_deprecated_module(self):
+        self.assert_deprecated(lambda: getattr(np.core, "machar"))
+
+    def test_deprecated_attr(self):
+        finfo = np.finfo(float)
+        self.assert_deprecated(lambda: getattr(finfo, "machar"))
+
+
+class TestQuantileInterpolationDeprecation(_DeprecationTestCase):
+    # Deprecated 2021-11-08, NumPy 1.22
+    @pytest.mark.parametrize("func",
+        [np.percentile, np.quantile, np.nanpercentile, np.nanquantile])
+    def test_deprecated(self, func):
+        self.assert_deprecated(
+            lambda: func([0., 1.], 0., interpolation="linear"))
+        self.assert_deprecated(
+            lambda: func([0., 1.], 0., interpolation="nearest"))
+
+    @pytest.mark.parametrize("func",
+            [np.percentile, np.quantile, np.nanpercentile, np.nanquantile])
+    def test_both_passed(self, func):
+        with warnings.catch_warnings():
+            # catch the DeprecationWarning so that it does not raise:
+            warnings.simplefilter("always", DeprecationWarning)
+            with pytest.raises(TypeError):
+                func([0., 1.], 0., interpolation="nearest", method="nearest")
+
+
+class TestMemEventHook(_DeprecationTestCase):
+    # Deprecated 2021-11-18, NumPy 1.23
+    def test_mem_seteventhook(self):
+        # The actual tests are within the C code in
+        # multiarray/_multiarray_tests.c.src
+        import numpy.core._multiarray_tests as ma_tests
+        with pytest.warns(DeprecationWarning,
+                          match='PyDataMem_SetEventHook is deprecated'):
+            ma_tests.test_pydatamem_seteventhook_start()
+        # force an allocation and free of a numpy array
+        # needs to be larger then limit of small memory cacher in ctors.c
+        a = np.zeros(1000)
+        del a
+        break_cycles()
+        with pytest.warns(DeprecationWarning,
+                          match='PyDataMem_SetEventHook is deprecated'):
+            ma_tests.test_pydatamem_seteventhook_end()
+
+
+class TestArrayFinalizeNone(_DeprecationTestCase):
+    message = "Setting __array_finalize__ = None"
+
+    def test_use_none_is_deprecated(self):
+        # Deprecated way that ndarray itself showed nothing needs finalizing.
+        class NoFinalize(np.ndarray):
+            __array_finalize__ = None
+
+        self.assert_deprecated(lambda: np.array(1).view(NoFinalize))
+
+class TestAxisNotMAXDIMS(_DeprecationTestCase):
+    # Deprecated 2022-01-08, NumPy 1.23
+    message = r"Using `axis=32` \(MAXDIMS\) is deprecated"
+
+    def test_deprecated(self):
+        a = np.zeros((1,)*32)
+        self.assert_deprecated(lambda: np.repeat(a, 1, axis=np.MAXDIMS))
+
+
+class TestLoadtxtParseIntsViaFloat(_DeprecationTestCase):
+    # Deprecated 2022-07-03, NumPy 1.23
+    # This test can be removed without replacement after the deprecation.
+    # The tests:
+    #   * numpy/lib/tests/test_loadtxt.py::test_integer_signs
+    #   * lib/tests/test_loadtxt.py::test_implicit_cast_float_to_int_fails
+    # Have a warning filter that needs to be removed.
+    message = r"loadtxt\(\): Parsing an integer via a float is deprecated.*"
+
+    @pytest.mark.parametrize("dtype", np.typecodes["AllInteger"])
+    def test_deprecated_warning(self, dtype):
+        with pytest.warns(DeprecationWarning, match=self.message):
+            np.loadtxt(["10.5"], dtype=dtype)
+
+    @pytest.mark.parametrize("dtype", np.typecodes["AllInteger"])
+    def test_deprecated_raised(self, dtype):
+        # The DeprecationWarning is chained when raised, so test manually:
+        with warnings.catch_warnings():
+            warnings.simplefilter("error", DeprecationWarning)
+            try:
+                np.loadtxt(["10.5"], dtype=dtype)
+            except ValueError as e:
+                assert isinstance(e.__cause__, DeprecationWarning)
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_dlpack.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_dlpack.py
new file mode 120000
index 0000000..e226663
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_dlpack.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d1/e0/17/de0b48035dc85c80d7394c086810d1dd3f1de7992140998ddae17ad293
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_dtype.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_dtype.py
new file mode 100644
index 0000000..4a5bb53
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_dtype.py
@@ -0,0 +1,1790 @@
+import sys
+import operator
+import pytest
+import ctypes
+import gc
+import types
+from typing import Any
+
+import numpy as np
+from numpy.core._rational_tests import rational
+from numpy.core._multiarray_tests import create_custom_field_dtype
+from numpy.testing import (
+    assert_, assert_equal, assert_array_equal, assert_raises, HAS_REFCOUNT,
+    IS_PYSTON)
+from numpy.compat import pickle
+from itertools import permutations
+import random
+
+import hypothesis
+from hypothesis.extra import numpy as hynp
+
+
+
+def assert_dtype_equal(a, b):
+    assert_equal(a, b)
+    assert_equal(hash(a), hash(b),
+                 "two equivalent types do not hash to the same value !")
+
+def assert_dtype_not_equal(a, b):
+    assert_(a != b)
+    assert_(hash(a) != hash(b),
+            "two different types hash to the same value !")
+
+class TestBuiltin:
+    @pytest.mark.parametrize('t', [int, float, complex, np.int32, str, object,
+                                   np.compat.unicode])
+    def test_run(self, t):
+        """Only test hash runs at all."""
+        dt = np.dtype(t)
+        hash(dt)
+
+    @pytest.mark.parametrize('t', [int, float])
+    def test_dtype(self, t):
+        # Make sure equivalent byte order char hash the same (e.g. < and = on
+        # little endian)
+        dt = np.dtype(t)
+        dt2 = dt.newbyteorder("<")
+        dt3 = dt.newbyteorder(">")
+        if dt == dt2:
+            assert_(dt.byteorder != dt2.byteorder, "bogus test")
+            assert_dtype_equal(dt, dt2)
+        else:
+            assert_(dt.byteorder != dt3.byteorder, "bogus test")
+            assert_dtype_equal(dt, dt3)
+
+    def test_equivalent_dtype_hashing(self):
+        # Make sure equivalent dtypes with different type num hash equal
+        uintp = np.dtype(np.uintp)
+        if uintp.itemsize == 4:
+            left = uintp
+            right = np.dtype(np.uint32)
+        else:
+            left = uintp
+            right = np.dtype(np.ulonglong)
+        assert_(left == right)
+        assert_(hash(left) == hash(right))
+
+    def test_invalid_types(self):
+        # Make sure invalid type strings raise an error
+
+        assert_raises(TypeError, np.dtype, 'O3')
+        assert_raises(TypeError, np.dtype, 'O5')
+        assert_raises(TypeError, np.dtype, 'O7')
+        assert_raises(TypeError, np.dtype, 'b3')
+        assert_raises(TypeError, np.dtype, 'h4')
+        assert_raises(TypeError, np.dtype, 'I5')
+        assert_raises(TypeError, np.dtype, 'e3')
+        assert_raises(TypeError, np.dtype, 'f5')
+
+        if np.dtype('g').itemsize == 8 or np.dtype('g').itemsize == 16:
+            assert_raises(TypeError, np.dtype, 'g12')
+        elif np.dtype('g').itemsize == 12:
+            assert_raises(TypeError, np.dtype, 'g16')
+
+        if np.dtype('l').itemsize == 8:
+            assert_raises(TypeError, np.dtype, 'l4')
+            assert_raises(TypeError, np.dtype, 'L4')
+        else:
+            assert_raises(TypeError, np.dtype, 'l8')
+            assert_raises(TypeError, np.dtype, 'L8')
+
+        if np.dtype('q').itemsize == 8:
+            assert_raises(TypeError, np.dtype, 'q4')
+            assert_raises(TypeError, np.dtype, 'Q4')
+        else:
+            assert_raises(TypeError, np.dtype, 'q8')
+            assert_raises(TypeError, np.dtype, 'Q8')
+
+    def test_richcompare_invalid_dtype_equality(self):
+        # Make sure objects that cannot be converted to valid
+        # dtypes results in False/True when compared to valid dtypes.
+        # Here 7 cannot be converted to dtype. No exceptions should be raised
+
+        assert not np.dtype(np.int32) == 7, "dtype richcompare failed for =="
+        assert np.dtype(np.int32) != 7, "dtype richcompare failed for !="
+
+    @pytest.mark.parametrize(
+        'operation',
+        [operator.le, operator.lt, operator.ge, operator.gt])
+    def test_richcompare_invalid_dtype_comparison(self, operation):
+        # Make sure TypeError is raised for comparison operators
+        # for invalid dtypes. Here 7 is an invalid dtype.
+
+        with pytest.raises(TypeError):
+            operation(np.dtype(np.int32), 7)
+
+    @pytest.mark.parametrize("dtype",
+             ['Bool', 'Bytes0', 'Complex32', 'Complex64',
+              'Datetime64', 'Float16', 'Float32', 'Float64',
+              'Int8', 'Int16', 'Int32', 'Int64',
+              'Object0', 'Str0', 'Timedelta64',
+              'UInt8', 'UInt16', 'Uint32', 'UInt32',
+              'Uint64', 'UInt64', 'Void0',
+              "Float128", "Complex128"])
+    def test_numeric_style_types_are_invalid(self, dtype):
+        with assert_raises(TypeError):
+            np.dtype(dtype)
+
+    @pytest.mark.parametrize(
+        'value',
+        ['m8', 'M8', 'datetime64', 'timedelta64',
+         'i4, (2,3)f8, f4', 'a3, 3u8, (3,4)a10',
+         '>f', '<f', '=f', '|f',
+        ])
+    def test_dtype_bytes_str_equivalence(self, value):
+        bytes_value = value.encode('ascii')
+        from_bytes = np.dtype(bytes_value)
+        from_str = np.dtype(value)
+        assert_dtype_equal(from_bytes, from_str)
+
+    def test_dtype_from_bytes(self):
+        # Empty bytes object
+        assert_raises(TypeError, np.dtype, b'')
+        # Byte order indicator, but no type
+        assert_raises(TypeError, np.dtype, b'|')
+
+        # Single character with ordinal < NPY_NTYPES returns
+        # type by index into _builtin_descrs
+        assert_dtype_equal(np.dtype(bytes([0])), np.dtype('bool'))
+        assert_dtype_equal(np.dtype(bytes([17])), np.dtype(object))
+
+        # Single character where value is a valid type code
+        assert_dtype_equal(np.dtype(b'f'), np.dtype('float32'))
+
+        # Bytes with non-ascii values raise errors
+        assert_raises(TypeError, np.dtype, b'\xff')
+        assert_raises(TypeError, np.dtype, b's\xff')
+
+    def test_bad_param(self):
+        # Can't give a size that's too small
+        assert_raises(ValueError, np.dtype,
+                        {'names':['f0', 'f1'],
+                         'formats':['i4', 'i1'],
+                         'offsets':[0, 4],
+                         'itemsize':4})
+        # If alignment is enabled, the alignment (4) must divide the itemsize
+        assert_raises(ValueError, np.dtype,
+                        {'names':['f0', 'f1'],
+                         'formats':['i4', 'i1'],
+                         'offsets':[0, 4],
+                         'itemsize':9}, align=True)
+        # If alignment is enabled, the individual fields must be aligned
+        assert_raises(ValueError, np.dtype,
+                        {'names':['f0', 'f1'],
+                         'formats':['i1', 'f4'],
+                         'offsets':[0, 2]}, align=True)
+
+    def test_field_order_equality(self):
+        x = np.dtype({'names': ['A', 'B'],
+                      'formats': ['i4', 'f4'],
+                      'offsets': [0, 4]})
+        y = np.dtype({'names': ['B', 'A'],
+                      'formats': ['i4', 'f4'],
+                      'offsets': [4, 0]})
+        assert_equal(x == y, False)
+        # This is an safe cast (not equiv) due to the different names:
+        assert np.can_cast(x, y, casting="safe")
+
+
+class TestRecord:
+    def test_equivalent_record(self):
+        """Test whether equivalent record dtypes hash the same."""
+        a = np.dtype([('yo', int)])
+        b = np.dtype([('yo', int)])
+        assert_dtype_equal(a, b)
+
+    def test_different_names(self):
+        # In theory, they may hash the same (collision) ?
+        a = np.dtype([('yo', int)])
+        b = np.dtype([('ye', int)])
+        assert_dtype_not_equal(a, b)
+
+    def test_different_titles(self):
+        # In theory, they may hash the same (collision) ?
+        a = np.dtype({'names': ['r', 'b'],
+                      'formats': ['u1', 'u1'],
+                      'titles': ['Red pixel', 'Blue pixel']})
+        b = np.dtype({'names': ['r', 'b'],
+                      'formats': ['u1', 'u1'],
+                      'titles': ['RRed pixel', 'Blue pixel']})
+        assert_dtype_not_equal(a, b)
+
+    @pytest.mark.skipif(not HAS_REFCOUNT, reason="Python lacks refcounts")
+    def test_refcount_dictionary_setting(self):
+        names = ["name1"]
+        formats = ["f8"]
+        titles = ["t1"]
+        offsets = [0]
+        d = dict(names=names, formats=formats, titles=titles, offsets=offsets)
+        refcounts = {k: sys.getrefcount(i) for k, i in d.items()}
+        np.dtype(d)
+        refcounts_new = {k: sys.getrefcount(i) for k, i in d.items()}
+        assert refcounts == refcounts_new
+
+    def test_mutate(self):
+        # Mutating a dtype should reset the cached hash value
+        a = np.dtype([('yo', int)])
+        b = np.dtype([('yo', int)])
+        c = np.dtype([('ye', int)])
+        assert_dtype_equal(a, b)
+        assert_dtype_not_equal(a, c)
+        a.names = ['ye']
+        assert_dtype_equal(a, c)
+        assert_dtype_not_equal(a, b)
+        state = b.__reduce__()[2]
+        a.__setstate__(state)
+        assert_dtype_equal(a, b)
+        assert_dtype_not_equal(a, c)
+
+    def test_not_lists(self):
+        """Test if an appropriate exception is raised when passing bad values to
+        the dtype constructor.
+        """
+        assert_raises(TypeError, np.dtype,
+                      dict(names={'A', 'B'}, formats=['f8', 'i4']))
+        assert_raises(TypeError, np.dtype,
+                      dict(names=['A', 'B'], formats={'f8', 'i4'}))
+
+    def test_aligned_size(self):
+        # Check that structured dtypes get padded to an aligned size
+        dt = np.dtype('i4, i1', align=True)
+        assert_equal(dt.itemsize, 8)
+        dt = np.dtype([('f0', 'i4'), ('f1', 'i1')], align=True)
+        assert_equal(dt.itemsize, 8)
+        dt = np.dtype({'names':['f0', 'f1'],
+                       'formats':['i4', 'u1'],
+                       'offsets':[0, 4]}, align=True)
+        assert_equal(dt.itemsize, 8)
+        dt = np.dtype({'f0': ('i4', 0), 'f1':('u1', 4)}, align=True)
+        assert_equal(dt.itemsize, 8)
+        # Nesting should preserve that alignment
+        dt1 = np.dtype([('f0', 'i4'),
+                       ('f1', [('f1', 'i1'), ('f2', 'i4'), ('f3', 'i1')]),
+                       ('f2', 'i1')], align=True)
+        assert_equal(dt1.itemsize, 20)
+        dt2 = np.dtype({'names':['f0', 'f1', 'f2'],
+                       'formats':['i4',
+                                  [('f1', 'i1'), ('f2', 'i4'), ('f3', 'i1')],
+                                  'i1'],
+                       'offsets':[0, 4, 16]}, align=True)
+        assert_equal(dt2.itemsize, 20)
+        dt3 = np.dtype({'f0': ('i4', 0),
+                       'f1': ([('f1', 'i1'), ('f2', 'i4'), ('f3', 'i1')], 4),
+                       'f2': ('i1', 16)}, align=True)
+        assert_equal(dt3.itemsize, 20)
+        assert_equal(dt1, dt2)
+        assert_equal(dt2, dt3)
+        # Nesting should preserve packing
+        dt1 = np.dtype([('f0', 'i4'),
+                       ('f1', [('f1', 'i1'), ('f2', 'i4'), ('f3', 'i1')]),
+                       ('f2', 'i1')], align=False)
+        assert_equal(dt1.itemsize, 11)
+        dt2 = np.dtype({'names':['f0', 'f1', 'f2'],
+                       'formats':['i4',
+                                  [('f1', 'i1'), ('f2', 'i4'), ('f3', 'i1')],
+                                  'i1'],
+                       'offsets':[0, 4, 10]}, align=False)
+        assert_equal(dt2.itemsize, 11)
+        dt3 = np.dtype({'f0': ('i4', 0),
+                       'f1': ([('f1', 'i1'), ('f2', 'i4'), ('f3', 'i1')], 4),
+                       'f2': ('i1', 10)}, align=False)
+        assert_equal(dt3.itemsize, 11)
+        assert_equal(dt1, dt2)
+        assert_equal(dt2, dt3)
+        # Array of subtype should preserve alignment
+        dt1 = np.dtype([('a', '|i1'),
+                        ('b', [('f0', '<i2'),
+                        ('f1', '<f4')], 2)], align=True)
+        assert_equal(dt1.descr, [('a', '|i1'), ('', '|V3'),
+                                 ('b', [('f0', '<i2'), ('', '|V2'),
+                                 ('f1', '<f4')], (2,))])
+
+    def test_union_struct(self):
+        # Should be able to create union dtypes
+        dt = np.dtype({'names':['f0', 'f1', 'f2'], 'formats':['<u4', '<u2', '<u2'],
+                        'offsets':[0, 0, 2]}, align=True)
+        assert_equal(dt.itemsize, 4)
+        a = np.array([3], dtype='<u4').view(dt)
+        a['f1'] = 10
+        a['f2'] = 36
+        assert_equal(a['f0'], 10 + 36*256*256)
+        # Should be able to specify fields out of order
+        dt = np.dtype({'names':['f0', 'f1', 'f2'], 'formats':['<u4', '<u2', '<u2'],
+                        'offsets':[4, 0, 2]}, align=True)
+        assert_equal(dt.itemsize, 8)
+        # field name should not matter: assignment is by position
+        dt2 = np.dtype({'names':['f2', 'f0', 'f1'],
+                        'formats':['<u4', '<u2', '<u2'],
+                        'offsets':[4, 0, 2]}, align=True)
+        vals = [(0, 1, 2), (3, -1, 4)]
+        vals2 = [(0, 1, 2), (3, -1, 4)]
+        a = np.array(vals, dt)
+        b = np.array(vals2, dt2)
+        assert_equal(a.astype(dt2), b)
+        assert_equal(b.astype(dt), a)
+        assert_equal(a.view(dt2), b)
+        assert_equal(b.view(dt), a)
+        # Should not be able to overlap objects with other types
+        assert_raises(TypeError, np.dtype,
+                {'names':['f0', 'f1'],
+                 'formats':['O', 'i1'],
+                 'offsets':[0, 2]})
+        assert_raises(TypeError, np.dtype,
+                {'names':['f0', 'f1'],
+                 'formats':['i4', 'O'],
+                 'offsets':[0, 3]})
+        assert_raises(TypeError, np.dtype,
+                {'names':['f0', 'f1'],
+                 'formats':[[('a', 'O')], 'i1'],
+                 'offsets':[0, 2]})
+        assert_raises(TypeError, np.dtype,
+                {'names':['f0', 'f1'],
+                 'formats':['i4', [('a', 'O')]],
+                 'offsets':[0, 3]})
+        # Out of order should still be ok, however
+        dt = np.dtype({'names':['f0', 'f1'],
+                       'formats':['i1', 'O'],
+                       'offsets':[np.dtype('intp').itemsize, 0]})
+
+    @pytest.mark.parametrize(["obj", "dtype", "expected"],
+        [([], ("(2)f4,"), np.empty((0, 2), dtype="f4")),
+         (3, "(3)f4,", [3, 3, 3]),
+         (np.float64(2), "(2)f4,", [2, 2]),
+         ([((0, 1), (1, 2)), ((2,),)], '(2,2)f4', None),
+         (["1", "2"], "(2)i,", None)])
+    def test_subarray_list(self, obj, dtype, expected):
+        dtype = np.dtype(dtype)
+        res = np.array(obj, dtype=dtype)
+
+        if expected is None:
+            # iterate the 1-d list to fill the array
+            expected = np.empty(len(obj), dtype=dtype)
+            for i in range(len(expected)):
+                expected[i] = obj[i]
+
+        assert_array_equal(res, expected)
+
+    def test_comma_datetime(self):
+        dt = np.dtype('M8[D],datetime64[Y],i8')
+        assert_equal(dt, np.dtype([('f0', 'M8[D]'),
+                                   ('f1', 'datetime64[Y]'),
+                                   ('f2', 'i8')]))
+
+    def test_from_dictproxy(self):
+        # Tests for PR #5920
+        dt = np.dtype({'names': ['a', 'b'], 'formats': ['i4', 'f4']})
+        assert_dtype_equal(dt, np.dtype(dt.fields))
+        dt2 = np.dtype((np.void, dt.fields))
+        assert_equal(dt2.fields, dt.fields)
+
+    def test_from_dict_with_zero_width_field(self):
+        # Regression test for #6430 / #2196
+        dt = np.dtype([('val1', np.float32, (0,)), ('val2', int)])
+        dt2 = np.dtype({'names': ['val1', 'val2'],
+                        'formats': [(np.float32, (0,)), int]})
+
+        assert_dtype_equal(dt, dt2)
+        assert_equal(dt.fields['val1'][0].itemsize, 0)
+        assert_equal(dt.itemsize, dt.fields['val2'][0].itemsize)
+
+    def test_bool_commastring(self):
+        d = np.dtype('?,?,?')  # raises?
+        assert_equal(len(d.names), 3)
+        for n in d.names:
+            assert_equal(d.fields[n][0], np.dtype('?'))
+
+    def test_nonint_offsets(self):
+        # gh-8059
+        def make_dtype(off):
+            return np.dtype({'names': ['A'], 'formats': ['i4'],
+                             'offsets': [off]})
+
+        assert_raises(TypeError, make_dtype, 'ASD')
+        assert_raises(OverflowError, make_dtype, 2**70)
+        assert_raises(TypeError, make_dtype, 2.3)
+        assert_raises(ValueError, make_dtype, -10)
+
+        # no errors here:
+        dt = make_dtype(np.uint32(0))
+        np.zeros(1, dtype=dt)[0].item()
+
+    def test_fields_by_index(self):
+        dt = np.dtype([('a', np.int8), ('b', np.float32, 3)])
+        assert_dtype_equal(dt[0], np.dtype(np.int8))
+        assert_dtype_equal(dt[1], np.dtype((np.float32, 3)))
+        assert_dtype_equal(dt[-1], dt[1])
+        assert_dtype_equal(dt[-2], dt[0])
+        assert_raises(IndexError, lambda: dt[-3])
+
+        assert_raises(TypeError, operator.getitem, dt, 3.0)
+
+        assert_equal(dt[1], dt[np.int8(1)])
+
+    @pytest.mark.parametrize('align_flag',[False, True])
+    def test_multifield_index(self, align_flag):
+        # indexing with a list produces subfields
+        # the align flag should be preserved
+        dt = np.dtype([
+            (('title', 'col1'), '<U20'), ('A', '<f8'), ('B', '<f8')
+        ], align=align_flag)
+
+        dt_sub = dt[['B', 'col1']]
+        assert_equal(
+            dt_sub,
+            np.dtype({
+                'names': ['B', 'col1'],
+                'formats': ['<f8', '<U20'],
+                'offsets': [88, 0],
+                'titles': [None, 'title'],
+                'itemsize': 96
+            })
+        )
+        assert_equal(dt_sub.isalignedstruct, align_flag)
+
+        dt_sub = dt[['B']]
+        assert_equal(
+            dt_sub,
+            np.dtype({
+                'names': ['B'],
+                'formats': ['<f8'],
+                'offsets': [88],
+                'itemsize': 96
+            })
+        )
+        assert_equal(dt_sub.isalignedstruct, align_flag)
+
+        dt_sub = dt[[]]
+        assert_equal(
+            dt_sub,
+            np.dtype({
+                'names': [],
+                'formats': [],
+                'offsets': [],
+                'itemsize': 96
+            })
+        )
+        assert_equal(dt_sub.isalignedstruct, align_flag)
+
+        assert_raises(TypeError, operator.getitem, dt, ())
+        assert_raises(TypeError, operator.getitem, dt, [1, 2, 3])
+        assert_raises(TypeError, operator.getitem, dt, ['col1', 2])
+        assert_raises(KeyError, operator.getitem, dt, ['fake'])
+        assert_raises(KeyError, operator.getitem, dt, ['title'])
+        assert_raises(ValueError, operator.getitem, dt, ['col1', 'col1'])
+
+    def test_partial_dict(self):
+        # 'names' is missing
+        assert_raises(ValueError, np.dtype,
+                {'formats': ['i4', 'i4'], 'f0': ('i4', 0), 'f1':('i4', 4)})
+
+    def test_fieldless_views(self):
+        a = np.zeros(2, dtype={'names':[], 'formats':[], 'offsets':[],
+                               'itemsize':8})
+        assert_raises(ValueError, a.view, np.dtype([]))
+
+        d = np.dtype((np.dtype([]), 10))
+        assert_equal(d.shape, (10,))
+        assert_equal(d.itemsize, 0)
+        assert_equal(d.base, np.dtype([]))
+
+        arr = np.fromiter((() for i in range(10)), [])
+        assert_equal(arr.dtype, np.dtype([]))
+        assert_raises(ValueError, np.frombuffer, b'', dtype=[])
+        assert_equal(np.frombuffer(b'', dtype=[], count=2),
+                     np.empty(2, dtype=[]))
+
+        assert_raises(ValueError, np.dtype, ([], 'f8'))
+        assert_raises(ValueError, np.zeros(1, dtype='i4').view, [])
+
+        assert_equal(np.zeros(2, dtype=[]) == np.zeros(2, dtype=[]),
+                     np.ones(2, dtype=bool))
+
+        assert_equal(np.zeros((1, 2), dtype=[]) == a,
+                     np.ones((1, 2), dtype=bool))
+
+
+class TestSubarray:
+    def test_single_subarray(self):
+        a = np.dtype((int, (2)))
+        b = np.dtype((int, (2,)))
+        assert_dtype_equal(a, b)
+
+        assert_equal(type(a.subdtype[1]), tuple)
+        assert_equal(type(b.subdtype[1]), tuple)
+
+    def test_equivalent_record(self):
+        """Test whether equivalent subarray dtypes hash the same."""
+        a = np.dtype((int, (2, 3)))
+        b = np.dtype((int, (2, 3)))
+        assert_dtype_equal(a, b)
+
+    def test_nonequivalent_record(self):
+        """Test whether different subarray dtypes hash differently."""
+        a = np.dtype((int, (2, 3)))
+        b = np.dtype((int, (3, 2)))
+        assert_dtype_not_equal(a, b)
+
+        a = np.dtype((int, (2, 3)))
+        b = np.dtype((int, (2, 2)))
+        assert_dtype_not_equal(a, b)
+
+        a = np.dtype((int, (1, 2, 3)))
+        b = np.dtype((int, (1, 2)))
+        assert_dtype_not_equal(a, b)
+
+    def test_shape_equal(self):
+        """Test some data types that are equal"""
+        assert_dtype_equal(np.dtype('f8'), np.dtype(('f8', tuple())))
+        # FutureWarning during deprecation period; after it is passed this
+        # should instead check that "(1)f8" == "1f8" == ("f8", 1).
+        with pytest.warns(FutureWarning):
+            assert_dtype_equal(np.dtype('f8'), np.dtype(('f8', 1)))
+        assert_dtype_equal(np.dtype((int, 2)), np.dtype((int, (2,))))
+        assert_dtype_equal(np.dtype(('<f4', (3, 2))), np.dtype(('<f4', (3, 2))))
+        d = ([('a', 'f4', (1, 2)), ('b', 'f8', (3, 1))], (3, 2))
+        assert_dtype_equal(np.dtype(d), np.dtype(d))
+
+    def test_shape_simple(self):
+        """Test some simple cases that shouldn't be equal"""
+        assert_dtype_not_equal(np.dtype('f8'), np.dtype(('f8', (1,))))
+        assert_dtype_not_equal(np.dtype(('f8', (1,))), np.dtype(('f8', (1, 1))))
+        assert_dtype_not_equal(np.dtype(('f4', (3, 2))), np.dtype(('f4', (2, 3))))
+
+    def test_shape_monster(self):
+        """Test some more complicated cases that shouldn't be equal"""
+        assert_dtype_not_equal(
+            np.dtype(([('a', 'f4', (2, 1)), ('b', 'f8', (1, 3))], (2, 2))),
+            np.dtype(([('a', 'f4', (1, 2)), ('b', 'f8', (1, 3))], (2, 2))))
+        assert_dtype_not_equal(
+            np.dtype(([('a', 'f4', (2, 1)), ('b', 'f8', (1, 3))], (2, 2))),
+            np.dtype(([('a', 'f4', (2, 1)), ('b', 'i8', (1, 3))], (2, 2))))
+        assert_dtype_not_equal(
+            np.dtype(([('a', 'f4', (2, 1)), ('b', 'f8', (1, 3))], (2, 2))),
+            np.dtype(([('e', 'f8', (1, 3)), ('d', 'f4', (2, 1))], (2, 2))))
+        assert_dtype_not_equal(
+            np.dtype(([('a', [('a', 'i4', 6)], (2, 1)), ('b', 'f8', (1, 3))], (2, 2))),
+            np.dtype(([('a', [('a', 'u4', 6)], (2, 1)), ('b', 'f8', (1, 3))], (2, 2))))
+
+    def test_shape_sequence(self):
+        # Any sequence of integers should work as shape, but the result
+        # should be a tuple (immutable) of base type integers.
+        a = np.array([1, 2, 3], dtype=np.int16)
+        l = [1, 2, 3]
+        # Array gets converted
+        dt = np.dtype([('a', 'f4', a)])
+        assert_(isinstance(dt['a'].shape, tuple))
+        assert_(isinstance(dt['a'].shape[0], int))
+        # List gets converted
+        dt = np.dtype([('a', 'f4', l)])
+        assert_(isinstance(dt['a'].shape, tuple))
+        #
+
+        class IntLike:
+            def __index__(self):
+                return 3
+
+            def __int__(self):
+                # (a PyNumber_Check fails without __int__)
+                return 3
+
+        dt = np.dtype([('a', 'f4', IntLike())])
+        assert_(isinstance(dt['a'].shape, tuple))
+        assert_(isinstance(dt['a'].shape[0], int))
+        dt = np.dtype([('a', 'f4', (IntLike(),))])
+        assert_(isinstance(dt['a'].shape, tuple))
+        assert_(isinstance(dt['a'].shape[0], int))
+
+    def test_shape_matches_ndim(self):
+        dt = np.dtype([('a', 'f4', ())])
+        assert_equal(dt['a'].shape, ())
+        assert_equal(dt['a'].ndim, 0)
+
+        dt = np.dtype([('a', 'f4')])
+        assert_equal(dt['a'].shape, ())
+        assert_equal(dt['a'].ndim, 0)
+
+        dt = np.dtype([('a', 'f4', 4)])
+        assert_equal(dt['a'].shape, (4,))
+        assert_equal(dt['a'].ndim, 1)
+
+        dt = np.dtype([('a', 'f4', (1, 2, 3))])
+        assert_equal(dt['a'].shape, (1, 2, 3))
+        assert_equal(dt['a'].ndim, 3)
+
+    def test_shape_invalid(self):
+        # Check that the shape is valid.
+        max_int = np.iinfo(np.intc).max
+        max_intp = np.iinfo(np.intp).max
+        # Too large values (the datatype is part of this)
+        assert_raises(ValueError, np.dtype, [('a', 'f4', max_int // 4 + 1)])
+        assert_raises(ValueError, np.dtype, [('a', 'f4', max_int + 1)])
+        assert_raises(ValueError, np.dtype, [('a', 'f4', (max_int, 2))])
+        # Takes a different code path (fails earlier:
+        assert_raises(ValueError, np.dtype, [('a', 'f4', max_intp + 1)])
+        # Negative values
+        assert_raises(ValueError, np.dtype, [('a', 'f4', -1)])
+        assert_raises(ValueError, np.dtype, [('a', 'f4', (-1, -1))])
+
+    def test_alignment(self):
+        #Check that subarrays are aligned
+        t1 = np.dtype('(1,)i4', align=True)
+        t2 = np.dtype('2i4', align=True)
+        assert_equal(t1.alignment, t2.alignment)
+
+    def test_aligned_empty(self):
+        # Mainly regression test for gh-19696: construction failed completely
+        dt = np.dtype([], align=True)
+        assert dt == np.dtype([])
+        dt = np.dtype({"names": [], "formats": [], "itemsize": 0}, align=True)
+        assert dt == np.dtype([])
+
+    def test_subarray_base_item(self):
+        arr = np.ones(3, dtype=[("f", "i", 3)])
+        # Extracting the field "absorbs" the subarray into a view:
+        assert arr["f"].base is arr
+        # Extract the structured item, and then check the tuple component:
+        item = arr.item(0)
+        assert type(item) is tuple and len(item) == 1
+        assert item[0].base is arr
+
+    def test_subarray_cast_copies(self):
+        # Older versions of NumPy did NOT copy, but they got the ownership
+        # wrong (not actually knowing the correct base!).  Versions since 1.21
+        # (I think) crashed fairly reliable.  This defines the correct behavior
+        # as a copy.  Keeping the ownership would be possible (but harder)
+        arr = np.ones(3, dtype=[("f", "i", 3)])
+        cast = arr.astype(object)
+        for fields in cast:
+            assert type(fields) == tuple and len(fields) == 1
+            subarr = fields[0]
+            assert subarr.base is None
+            assert subarr.flags.owndata
+
+
+def iter_struct_object_dtypes():
+    """
+    Iterates over a few complex dtypes and object pattern which
+    fill the array with a given object (defaults to a singleton).
+
+    Yields
+    ------
+    dtype : dtype
+    pattern : tuple
+        Structured tuple for use with `np.array`.
+    count : int
+        Number of objects stored in the dtype.
+    singleton : object
+        A singleton object. The returned pattern is constructed so that
+        all objects inside the datatype are set to the singleton.
+    """
+    obj = object()
+
+    dt = np.dtype([('b', 'O', (2, 3))])
+    p = ([[obj] * 3] * 2,)
+    yield pytest.param(dt, p, 6, obj, id="<subarray>")
+
+    dt = np.dtype([('a', 'i4'), ('b', 'O', (2, 3))])
+    p = (0, [[obj] * 3] * 2)
+    yield pytest.param(dt, p, 6, obj, id="<subarray in field>")
+
+    dt = np.dtype([('a', 'i4'),
+                   ('b', [('ba', 'O'), ('bb', 'i1')], (2, 3))])
+    p = (0, [[(obj, 0)] * 3] * 2)
+    yield pytest.param(dt, p, 6, obj, id="<structured subarray 1>")
+
+    dt = np.dtype([('a', 'i4'),
+                   ('b', [('ba', 'O'), ('bb', 'O')], (2, 3))])
+    p = (0, [[(obj, obj)] * 3] * 2)
+    yield pytest.param(dt, p, 12, obj, id="<structured subarray 2>")
+
+
+@pytest.mark.skipif(not HAS_REFCOUNT, reason="Python lacks refcounts")
+class TestStructuredObjectRefcounting:
+    """These tests cover various uses of complicated structured types which
+    include objects and thus require reference counting.
+    """
+    @pytest.mark.parametrize(['dt', 'pat', 'count', 'singleton'],
+                             iter_struct_object_dtypes())
+    @pytest.mark.parametrize(["creation_func", "creation_obj"], [
+        pytest.param(np.empty, None,
+             # None is probably used for too many things
+             marks=pytest.mark.skip("unreliable due to python's behaviour")),
+        (np.ones, 1),
+        (np.zeros, 0)])
+    def test_structured_object_create_delete(self, dt, pat, count, singleton,
+                                             creation_func, creation_obj):
+        """Structured object reference counting in creation and deletion"""
+        # The test assumes that 0, 1, and None are singletons.
+        gc.collect()
+        before = sys.getrefcount(creation_obj)
+        arr = creation_func(3, dt)
+
+        now = sys.getrefcount(creation_obj)
+        assert now - before == count * 3
+        del arr
+        now = sys.getrefcount(creation_obj)
+        assert now == before
+
+    @pytest.mark.parametrize(['dt', 'pat', 'count', 'singleton'],
+                             iter_struct_object_dtypes())
+    def test_structured_object_item_setting(self, dt, pat, count, singleton):
+        """Structured object reference counting for simple item setting"""
+        one = 1
+
+        gc.collect()
+        before = sys.getrefcount(singleton)
+        arr = np.array([pat] * 3, dt)
+        assert sys.getrefcount(singleton) - before == count * 3
+        # Fill with `1` and check that it was replaced correctly:
+        before2 = sys.getrefcount(one)
+        arr[...] = one
+        after2 = sys.getrefcount(one)
+        assert after2 - before2 == count * 3
+        del arr
+        gc.collect()
+        assert sys.getrefcount(one) == before2
+        assert sys.getrefcount(singleton) == before
+
+    @pytest.mark.parametrize(['dt', 'pat', 'count', 'singleton'],
+                             iter_struct_object_dtypes())
+    @pytest.mark.parametrize(
+        ['shape', 'index', 'items_changed'],
+        [((3,), ([0, 2],), 2),
+         ((3, 2), ([0, 2], slice(None)), 4),
+         ((3, 2), ([0, 2], [1]), 2),
+         ((3,), ([True, False, True]), 2)])
+    def test_structured_object_indexing(self, shape, index, items_changed,
+                                        dt, pat, count, singleton):
+        """Structured object reference counting for advanced indexing."""
+        # Use two small negative values (should be singletons, but less likely
+        # to run into race-conditions).  This failed in some threaded envs
+        # When using 0 and 1.  If it fails again, should remove all explicit
+        # checks, and rely on `pytest-leaks` reference count checker only.
+        val0 = -4
+        val1 = -5
+
+        arr = np.full(shape, val0, dt)
+
+        gc.collect()
+        before_val0 = sys.getrefcount(val0)
+        before_val1 = sys.getrefcount(val1)
+        # Test item getting:
+        part = arr[index]
+        after_val0 = sys.getrefcount(val0)
+        assert after_val0 - before_val0 == count * items_changed
+        del part
+        # Test item setting:
+        arr[index] = val1
+        gc.collect()
+        after_val0 = sys.getrefcount(val0)
+        after_val1 = sys.getrefcount(val1)
+        assert before_val0 - after_val0 == count * items_changed
+        assert after_val1 - before_val1 == count * items_changed
+
+    @pytest.mark.parametrize(['dt', 'pat', 'count', 'singleton'],
+                             iter_struct_object_dtypes())
+    def test_structured_object_take_and_repeat(self, dt, pat, count, singleton):
+        """Structured object reference counting for specialized functions.
+        The older functions such as take and repeat use different code paths
+        then item setting (when writing this).
+        """
+        indices = [0, 1]
+
+        arr = np.array([pat] * 3, dt)
+        gc.collect()
+        before = sys.getrefcount(singleton)
+        res = arr.take(indices)
+        after = sys.getrefcount(singleton)
+        assert after - before == count * 2
+        new = res.repeat(10)
+        gc.collect()
+        after_repeat = sys.getrefcount(singleton)
+        assert after_repeat - after == count * 2 * 10
+
+
+class TestStructuredDtypeSparseFields:
+    """Tests subarray fields which contain sparse dtypes so that
+    not all memory is used by the dtype work. Such dtype's should
+    leave the underlying memory unchanged.
+    """
+    dtype = np.dtype([('a', {'names':['aa', 'ab'], 'formats':['f', 'f'],
+                             'offsets':[0, 4]}, (2, 3))])
+    sparse_dtype = np.dtype([('a', {'names':['ab'], 'formats':['f'],
+                                    'offsets':[4]}, (2, 3))])
+
+    def test_sparse_field_assignment(self):
+        arr = np.zeros(3, self.dtype)
+        sparse_arr = arr.view(self.sparse_dtype)
+
+        sparse_arr[...] = np.finfo(np.float32).max
+        # dtype is reduced when accessing the field, so shape is (3, 2, 3):
+        assert_array_equal(arr["a"]["aa"], np.zeros((3, 2, 3)))
+
+    def test_sparse_field_assignment_fancy(self):
+        # Fancy assignment goes to the copyswap function for complex types:
+        arr = np.zeros(3, self.dtype)
+        sparse_arr = arr.view(self.sparse_dtype)
+
+        sparse_arr[[0, 1, 2]] = np.finfo(np.float32).max
+        # dtype is reduced when accessing the field, so shape is (3, 2, 3):
+        assert_array_equal(arr["a"]["aa"], np.zeros((3, 2, 3)))
+
+
+class TestMonsterType:
+    """Test deeply nested subtypes."""
+
+    def test1(self):
+        simple1 = np.dtype({'names': ['r', 'b'], 'formats': ['u1', 'u1'],
+            'titles': ['Red pixel', 'Blue pixel']})
+        a = np.dtype([('yo', int), ('ye', simple1),
+            ('yi', np.dtype((int, (3, 2))))])
+        b = np.dtype([('yo', int), ('ye', simple1),
+            ('yi', np.dtype((int, (3, 2))))])
+        assert_dtype_equal(a, b)
+
+        c = np.dtype([('yo', int), ('ye', simple1),
+            ('yi', np.dtype((a, (3, 2))))])
+        d = np.dtype([('yo', int), ('ye', simple1),
+            ('yi', np.dtype((a, (3, 2))))])
+        assert_dtype_equal(c, d)
+
+    @pytest.mark.skipif(IS_PYSTON, reason="Pyston disables recursion checking")
+    def test_list_recursion(self):
+        l = list()
+        l.append(('f', l))
+        with pytest.raises(RecursionError):
+            np.dtype(l)
+
+    @pytest.mark.skipif(IS_PYSTON, reason="Pyston disables recursion checking")
+    def test_tuple_recursion(self):
+        d = np.int32
+        for i in range(100000):
+            d = (d, (1,))
+        with pytest.raises(RecursionError):
+            np.dtype(d)
+
+    @pytest.mark.skipif(IS_PYSTON, reason="Pyston disables recursion checking")
+    def test_dict_recursion(self):
+        d = dict(names=['self'], formats=[None], offsets=[0])
+        d['formats'][0] = d
+        with pytest.raises(RecursionError):
+            np.dtype(d)
+
+
+class TestMetadata:
+    def test_no_metadata(self):
+        d = np.dtype(int)
+        assert_(d.metadata is None)
+
+    def test_metadata_takes_dict(self):
+        d = np.dtype(int, metadata={'datum': 1})
+        assert_(d.metadata == {'datum': 1})
+
+    def test_metadata_rejects_nondict(self):
+        assert_raises(TypeError, np.dtype, int, metadata='datum')
+        assert_raises(TypeError, np.dtype, int, metadata=1)
+        assert_raises(TypeError, np.dtype, int, metadata=None)
+
+    def test_nested_metadata(self):
+        d = np.dtype([('a', np.dtype(int, metadata={'datum': 1}))])
+        assert_(d['a'].metadata == {'datum': 1})
+
+    def test_base_metadata_copied(self):
+        d = np.dtype((np.void, np.dtype('i4,i4', metadata={'datum': 1})))
+        assert_(d.metadata == {'datum': 1})
+
+class TestString:
+    def test_complex_dtype_str(self):
+        dt = np.dtype([('top', [('tiles', ('>f4', (64, 64)), (1,)),
+                                ('rtile', '>f4', (64, 36))], (3,)),
+                       ('bottom', [('bleft', ('>f4', (8, 64)), (1,)),
+                                   ('bright', '>f4', (8, 36))])])
+        assert_equal(str(dt),
+                     "[('top', [('tiles', ('>f4', (64, 64)), (1,)), "
+                     "('rtile', '>f4', (64, 36))], (3,)), "
+                     "('bottom', [('bleft', ('>f4', (8, 64)), (1,)), "
+                     "('bright', '>f4', (8, 36))])]")
+
+        # If the sticky aligned flag is set to True, it makes the
+        # str() function use a dict representation with an 'aligned' flag
+        dt = np.dtype([('top', [('tiles', ('>f4', (64, 64)), (1,)),
+                                ('rtile', '>f4', (64, 36))],
+                                (3,)),
+                       ('bottom', [('bleft', ('>f4', (8, 64)), (1,)),
+                                   ('bright', '>f4', (8, 36))])],
+                       align=True)
+        assert_equal(str(dt),
+                    "{'names': ['top', 'bottom'],"
+                    " 'formats': [([('tiles', ('>f4', (64, 64)), (1,)), "
+                                   "('rtile', '>f4', (64, 36))], (3,)), "
+                                  "[('bleft', ('>f4', (8, 64)), (1,)), "
+                                   "('bright', '>f4', (8, 36))]],"
+                    " 'offsets': [0, 76800],"
+                    " 'itemsize': 80000,"
+                    " 'aligned': True}")
+        with np.printoptions(legacy='1.21'):
+            assert_equal(str(dt),
+                        "{'names':['top','bottom'], "
+                         "'formats':[([('tiles', ('>f4', (64, 64)), (1,)), "
+                                      "('rtile', '>f4', (64, 36))], (3,)),"
+                                     "[('bleft', ('>f4', (8, 64)), (1,)), "
+                                      "('bright', '>f4', (8, 36))]], "
+                         "'offsets':[0,76800], "
+                         "'itemsize':80000, "
+                         "'aligned':True}")
+        assert_equal(np.dtype(eval(str(dt))), dt)
+
+        dt = np.dtype({'names': ['r', 'g', 'b'], 'formats': ['u1', 'u1', 'u1'],
+                        'offsets': [0, 1, 2],
+                        'titles': ['Red pixel', 'Green pixel', 'Blue pixel']})
+        assert_equal(str(dt),
+                    "[(('Red pixel', 'r'), 'u1'), "
+                    "(('Green pixel', 'g'), 'u1'), "
+                    "(('Blue pixel', 'b'), 'u1')]")
+
+        dt = np.dtype({'names': ['rgba', 'r', 'g', 'b'],
+                       'formats': ['<u4', 'u1', 'u1', 'u1'],
+                       'offsets': [0, 0, 1, 2],
+                       'titles': ['Color', 'Red pixel',
+                                  'Green pixel', 'Blue pixel']})
+        assert_equal(str(dt),
+                    "{'names': ['rgba', 'r', 'g', 'b'],"
+                    " 'formats': ['<u4', 'u1', 'u1', 'u1'],"
+                    " 'offsets': [0, 0, 1, 2],"
+                    " 'titles': ['Color', 'Red pixel', "
+                               "'Green pixel', 'Blue pixel'],"
+                    " 'itemsize': 4}")
+
+        dt = np.dtype({'names': ['r', 'b'], 'formats': ['u1', 'u1'],
+                        'offsets': [0, 2],
+                        'titles': ['Red pixel', 'Blue pixel']})
+        assert_equal(str(dt),
+                    "{'names': ['r', 'b'],"
+                    " 'formats': ['u1', 'u1'],"
+                    " 'offsets': [0, 2],"
+                    " 'titles': ['Red pixel', 'Blue pixel'],"
+                    " 'itemsize': 3}")
+
+        dt = np.dtype([('a', '<m8[D]'), ('b', '<M8[us]')])
+        assert_equal(str(dt),
+                    "[('a', '<m8[D]'), ('b', '<M8[us]')]")
+
+    def test_repr_structured(self):
+        dt = np.dtype([('top', [('tiles', ('>f4', (64, 64)), (1,)),
+                                ('rtile', '>f4', (64, 36))], (3,)),
+                       ('bottom', [('bleft', ('>f4', (8, 64)), (1,)),
+                                   ('bright', '>f4', (8, 36))])])
+        assert_equal(repr(dt),
+                     "dtype([('top', [('tiles', ('>f4', (64, 64)), (1,)), "
+                     "('rtile', '>f4', (64, 36))], (3,)), "
+                     "('bottom', [('bleft', ('>f4', (8, 64)), (1,)), "
+                     "('bright', '>f4', (8, 36))])])")
+
+        dt = np.dtype({'names': ['r', 'g', 'b'], 'formats': ['u1', 'u1', 'u1'],
+                        'offsets': [0, 1, 2],
+                        'titles': ['Red pixel', 'Green pixel', 'Blue pixel']},
+                        align=True)
+        assert_equal(repr(dt),
+                    "dtype([(('Red pixel', 'r'), 'u1'), "
+                    "(('Green pixel', 'g'), 'u1'), "
+                    "(('Blue pixel', 'b'), 'u1')], align=True)")
+
+    def test_repr_structured_not_packed(self):
+        dt = np.dtype({'names': ['rgba', 'r', 'g', 'b'],
+                       'formats': ['<u4', 'u1', 'u1', 'u1'],
+                       'offsets': [0, 0, 1, 2],
+                       'titles': ['Color', 'Red pixel',
+                                  'Green pixel', 'Blue pixel']}, align=True)
+        assert_equal(repr(dt),
+                    "dtype({'names': ['rgba', 'r', 'g', 'b'],"
+                    " 'formats': ['<u4', 'u1', 'u1', 'u1'],"
+                    " 'offsets': [0, 0, 1, 2],"
+                    " 'titles': ['Color', 'Red pixel', "
+                                "'Green pixel', 'Blue pixel'],"
+                    " 'itemsize': 4}, align=True)")
+
+        dt = np.dtype({'names': ['r', 'b'], 'formats': ['u1', 'u1'],
+                        'offsets': [0, 2],
+                        'titles': ['Red pixel', 'Blue pixel'],
+                        'itemsize': 4})
+        assert_equal(repr(dt),
+                    "dtype({'names': ['r', 'b'], "
+                    "'formats': ['u1', 'u1'], "
+                    "'offsets': [0, 2], "
+                    "'titles': ['Red pixel', 'Blue pixel'], "
+                    "'itemsize': 4})")
+
+    def test_repr_structured_datetime(self):
+        dt = np.dtype([('a', '<M8[D]'), ('b', '<m8[us]')])
+        assert_equal(repr(dt),
+                    "dtype([('a', '<M8[D]'), ('b', '<m8[us]')])")
+
+    def test_repr_str_subarray(self):
+        dt = np.dtype(('<i2', (1,)))
+        assert_equal(repr(dt), "dtype(('<i2', (1,)))")
+        assert_equal(str(dt), "('<i2', (1,))")
+
+    def test_base_dtype_with_object_type(self):
+        # Issue gh-2798, should not error.
+        np.array(['a'], dtype="O").astype(("O", [("name", "O")]))
+
+    def test_empty_string_to_object(self):
+        # Pull request #4722
+        np.array(["", ""]).astype(object)
+
+    def test_void_subclass_unsized(self):
+        dt = np.dtype(np.record)
+        assert_equal(repr(dt), "dtype('V')")
+        assert_equal(str(dt), '|V0')
+        assert_equal(dt.name, 'record')
+
+    def test_void_subclass_sized(self):
+        dt = np.dtype((np.record, 2))
+        assert_equal(repr(dt), "dtype('V2')")
+        assert_equal(str(dt), '|V2')
+        assert_equal(dt.name, 'record16')
+
+    def test_void_subclass_fields(self):
+        dt = np.dtype((np.record, [('a', '<u2')]))
+        assert_equal(repr(dt), "dtype((numpy.record, [('a', '<u2')]))")
+        assert_equal(str(dt), "(numpy.record, [('a', '<u2')])")
+        assert_equal(dt.name, 'record16')
+
+
+class TestDtypeAttributeDeletion:
+
+    def test_dtype_non_writable_attributes_deletion(self):
+        dt = np.dtype(np.double)
+        attr = ["subdtype", "descr", "str", "name", "base", "shape",
+                "isbuiltin", "isnative", "isalignedstruct", "fields",
+                "metadata", "hasobject"]
+
+        for s in attr:
+            assert_raises(AttributeError, delattr, dt, s)
+
+    def test_dtype_writable_attributes_deletion(self):
+        dt = np.dtype(np.double)
+        attr = ["names"]
+        for s in attr:
+            assert_raises(AttributeError, delattr, dt, s)
+
+
+class TestDtypeAttributes:
+    def test_descr_has_trailing_void(self):
+        # see gh-6359
+        dtype = np.dtype({
+            'names': ['A', 'B'],
+            'formats': ['f4', 'f4'],
+            'offsets': [0, 8],
+            'itemsize': 16})
+        new_dtype = np.dtype(dtype.descr)
+        assert_equal(new_dtype.itemsize, 16)
+
+    def test_name_dtype_subclass(self):
+        # Ticket #4357
+        class user_def_subcls(np.void):
+            pass
+        assert_equal(np.dtype(user_def_subcls).name, 'user_def_subcls')
+
+    def test_zero_stride(self):
+        arr = np.ones(1, dtype="i8")
+        arr = np.broadcast_to(arr, 10)
+        assert arr.strides == (0,)
+        with pytest.raises(ValueError):
+            arr.dtype = "i1"
+
+class TestDTypeMakeCanonical:
+    def check_canonical(self, dtype, canonical):
+        """
+        Check most properties relevant to "canonical" versions of a dtype,
+        which is mainly native byte order for datatypes supporting this.
+
+        The main work is checking structured dtypes with fields, where we
+        reproduce most the actual logic used in the C-code.
+        """
+        assert type(dtype) is type(canonical)
+
+        # a canonical DType should always have equivalent casting (both ways)
+        assert np.can_cast(dtype, canonical, casting="equiv")
+        assert np.can_cast(canonical, dtype, casting="equiv")
+        # a canonical dtype (and its fields) is always native (checks fields):
+        assert canonical.isnative
+
+        # Check that canonical of canonical is the same (no casting):
+        assert np.result_type(canonical) == canonical
+
+        if not dtype.names:
+            # The flags currently never change for unstructured dtypes
+            assert dtype.flags == canonical.flags
+            return
+
+        # Must have all the needs API flag set:
+        assert dtype.flags & 0b10000
+
+        # Check that the fields are identical (including titles):
+        assert dtype.fields.keys() == canonical.fields.keys()
+
+        def aligned_offset(offset, alignment):
+            # round up offset:
+            return - (-offset // alignment) * alignment
+
+        totalsize = 0
+        max_alignment = 1
+        for name in dtype.names:
+            # each field is also canonical:
+            new_field_descr = canonical.fields[name][0]
+            self.check_canonical(dtype.fields[name][0], new_field_descr)
+
+            # Must have the "inherited" object related flags:
+            expected = 0b11011 & new_field_descr.flags
+            assert (canonical.flags & expected) == expected
+
+            if canonical.isalignedstruct:
+                totalsize = aligned_offset(totalsize, new_field_descr.alignment)
+                max_alignment = max(new_field_descr.alignment, max_alignment)
+
+            assert canonical.fields[name][1] == totalsize
+            # if a title exists, they must match (otherwise empty tuple):
+            assert dtype.fields[name][2:] == canonical.fields[name][2:]
+
+            totalsize += new_field_descr.itemsize
+
+        if canonical.isalignedstruct:
+            totalsize = aligned_offset(totalsize, max_alignment)
+        assert canonical.itemsize == totalsize
+        assert canonical.alignment == max_alignment
+
+    def test_simple(self):
+        dt = np.dtype(">i4")
+        assert np.result_type(dt).isnative
+        assert np.result_type(dt).num == dt.num
+
+        # dtype with empty space:
+        struct_dt = np.dtype(">i4,<i1,i8,V3")[["f0", "f2"]]
+        canonical = np.result_type(struct_dt)
+        assert canonical.itemsize == 4+8
+        assert canonical.isnative
+
+        # aligned struct dtype with empty space:
+        struct_dt = np.dtype(">i1,<i4,i8,V3", align=True)[["f0", "f2"]]
+        canonical = np.result_type(struct_dt)
+        assert canonical.isalignedstruct
+        assert canonical.itemsize == np.dtype("i8").alignment + 8
+        assert canonical.isnative
+
+    def test_object_flag_not_inherited(self):
+        # The following dtype still indicates "object", because its included
+        # in the unaccessible space (maybe this could change at some point):
+        arr = np.ones(3, "i,O,i")[["f0", "f2"]]
+        assert arr.dtype.hasobject
+        canonical_dt = np.result_type(arr.dtype)
+        assert not canonical_dt.hasobject
+
+    @pytest.mark.slow
+    @hypothesis.given(dtype=hynp.nested_dtypes())
+    def test_make_canonical_hypothesis(self, dtype):
+        canonical = np.result_type(dtype)
+        self.check_canonical(dtype, canonical)
+        # result_type with two arguments should always give identical results:
+        two_arg_result = np.result_type(dtype, dtype)
+        assert np.can_cast(two_arg_result, canonical, casting="no")
+
+    @pytest.mark.slow
+    @hypothesis.given(
+            dtype=hypothesis.extra.numpy.array_dtypes(
+                subtype_strategy=hypothesis.extra.numpy.array_dtypes(),
+                min_size=5, max_size=10, allow_subarrays=True))
+    def test_structured(self, dtype):
+        # Pick 4 of the fields at random.  This will leave empty space in the
+        # dtype (since we do not canonicalize it here).
+        field_subset = random.sample(dtype.names, k=4)
+        dtype_with_empty_space = dtype[field_subset]
+        assert dtype_with_empty_space.itemsize == dtype.itemsize
+        canonicalized = np.result_type(dtype_with_empty_space)
+        self.check_canonical(dtype_with_empty_space, canonicalized)
+        # promotion with two arguments should always give identical results:
+        two_arg_result = np.promote_types(
+                dtype_with_empty_space, dtype_with_empty_space)
+        assert np.can_cast(two_arg_result, canonicalized, casting="no")
+
+        # Ensure that we also check aligned struct (check the opposite, in
+        # case hypothesis grows support for `align`.  Then repeat the test:
+        dtype_aligned = np.dtype(dtype.descr, align=not dtype.isalignedstruct)
+        dtype_with_empty_space = dtype_aligned[field_subset]
+        assert dtype_with_empty_space.itemsize == dtype_aligned.itemsize
+        canonicalized = np.result_type(dtype_with_empty_space)
+        self.check_canonical(dtype_with_empty_space, canonicalized)
+        # promotion with two arguments should always give identical results:
+        two_arg_result = np.promote_types(
+            dtype_with_empty_space, dtype_with_empty_space)
+        assert np.can_cast(two_arg_result, canonicalized, casting="no")
+
+
+class TestPickling:
+
+    def check_pickling(self, dtype):
+        for proto in range(pickle.HIGHEST_PROTOCOL + 1):
+            buf = pickle.dumps(dtype, proto)
+            # The dtype pickling itself pickles `np.dtype` if it is pickled
+            # as a singleton `dtype` should be stored in the buffer:
+            assert b"_DType_reconstruct" not in buf
+            assert b"dtype" in buf
+            pickled = pickle.loads(buf)
+            assert_equal(pickled, dtype)
+            assert_equal(pickled.descr, dtype.descr)
+            if dtype.metadata is not None:
+                assert_equal(pickled.metadata, dtype.metadata)
+            # Check the reconstructed dtype is functional
+            x = np.zeros(3, dtype=dtype)
+            y = np.zeros(3, dtype=pickled)
+            assert_equal(x, y)
+            assert_equal(x[0], y[0])
+
+    @pytest.mark.parametrize('t', [int, float, complex, np.int32, str, object,
+                                   np.compat.unicode, bool])
+    def test_builtin(self, t):
+        self.check_pickling(np.dtype(t))
+
+    def test_structured(self):
+        dt = np.dtype(([('a', '>f4', (2, 1)), ('b', '<f8', (1, 3))], (2, 2)))
+        self.check_pickling(dt)
+
+    def test_structured_aligned(self):
+        dt = np.dtype('i4, i1', align=True)
+        self.check_pickling(dt)
+
+    def test_structured_unaligned(self):
+        dt = np.dtype('i4, i1', align=False)
+        self.check_pickling(dt)
+
+    def test_structured_padded(self):
+        dt = np.dtype({
+            'names': ['A', 'B'],
+            'formats': ['f4', 'f4'],
+            'offsets': [0, 8],
+            'itemsize': 16})
+        self.check_pickling(dt)
+
+    def test_structured_titles(self):
+        dt = np.dtype({'names': ['r', 'b'],
+                       'formats': ['u1', 'u1'],
+                       'titles': ['Red pixel', 'Blue pixel']})
+        self.check_pickling(dt)
+
+    @pytest.mark.parametrize('base', ['m8', 'M8'])
+    @pytest.mark.parametrize('unit', ['', 'Y', 'M', 'W', 'D', 'h', 'm', 's',
+                                      'ms', 'us', 'ns', 'ps', 'fs', 'as'])
+    def test_datetime(self, base, unit):
+        dt = np.dtype('%s[%s]' % (base, unit) if unit else base)
+        self.check_pickling(dt)
+        if unit:
+            dt = np.dtype('%s[7%s]' % (base, unit))
+            self.check_pickling(dt)
+
+    def test_metadata(self):
+        dt = np.dtype(int, metadata={'datum': 1})
+        self.check_pickling(dt)
+
+    @pytest.mark.parametrize("DType",
+        [type(np.dtype(t)) for t in np.typecodes['All']] +
+        [np.dtype(rational), np.dtype])
+    def test_pickle_types(self, DType):
+        # Check that DTypes (the classes/types) roundtrip when pickling
+        for proto in range(pickle.HIGHEST_PROTOCOL + 1):
+            roundtrip_DType = pickle.loads(pickle.dumps(DType, proto))
+            assert roundtrip_DType is DType
+
+
+class TestPromotion:
+    """Test cases related to more complex DType promotions.  Further promotion
+    tests are defined in `test_numeric.py`
+    """
+    @pytest.mark.parametrize(["other", "expected"],
+            [(2**16-1, np.complex64),
+             (2**32-1, np.complex128),
+             (np.float16(2), np.complex64),
+             (np.float32(2), np.complex64),
+             (np.longdouble(2), np.complex64),
+             # Base of the double value to sidestep any rounding issues:
+             (np.longdouble(np.nextafter(1.7e308, 0.)), np.complex128),
+             # Additionally use "nextafter" so the cast can't round down:
+             (np.longdouble(np.nextafter(1.7e308, np.inf)), np.clongdouble),
+             # repeat for complex scalars:
+             (np.complex64(2), np.complex64),
+             (np.clongdouble(2), np.complex64),
+             # Base of the double value to sidestep any rounding issues:
+             (np.clongdouble(np.nextafter(1.7e308, 0.) * 1j), np.complex128),
+             # Additionally use "nextafter" so the cast can't round down:
+             (np.clongdouble(np.nextafter(1.7e308, np.inf)), np.clongdouble),
+             ])
+    def test_complex_other_value_based(self, other, expected):
+        # This would change if we modify the value based promotion
+        min_complex = np.dtype(np.complex64)
+
+        res = np.result_type(other, min_complex)
+        assert res == expected
+        # Check the same for a simple ufunc call that uses the same logic:
+        res = np.minimum(other, np.ones(3, dtype=min_complex)).dtype
+        assert res == expected
+
+    @pytest.mark.parametrize(["other", "expected"],
+                 [(np.bool_, np.complex128),
+                  (np.int64, np.complex128),
+                  (np.float16, np.complex64),
+                  (np.float32, np.complex64),
+                  (np.float64, np.complex128),
+                  (np.longdouble, np.clongdouble),
+                  (np.complex64, np.complex64),
+                  (np.complex128, np.complex128),
+                  (np.clongdouble, np.clongdouble),
+                  ])
+    def test_complex_scalar_value_based(self, other, expected):
+        # This would change if we modify the value based promotion
+        complex_scalar = 1j
+
+        res = np.result_type(other, complex_scalar)
+        assert res == expected
+        # Check the same for a simple ufunc call that uses the same logic:
+        res = np.minimum(np.ones(3, dtype=other), complex_scalar).dtype
+        assert res == expected
+
+    def test_complex_pyscalar_promote_rational(self):
+        with pytest.raises(TypeError,
+                match=r".* do not have a common DType"):
+            np.result_type(1j, rational)
+
+        with pytest.raises(TypeError,
+                match=r".* no common DType exists for the given inputs"):
+            np.result_type(1j, rational(1, 2))
+
+    @pytest.mark.parametrize("val", [2, 2**32, 2**63, 2**64, 2*100])
+    def test_python_integer_promotion(self, val):
+        # If we only path scalars (mainly python ones!), the result must take
+        # into account that the integer may be considered int32, int64, uint64,
+        # or object depending on the input value.  So test those paths!
+        expected_dtype = np.result_type(np.array(val).dtype, np.array(0).dtype)
+        assert np.result_type(val, 0) == expected_dtype
+        # For completeness sake, also check with a NumPy scalar as second arg:
+        assert np.result_type(val, np.int8(0)) == expected_dtype
+
+    @pytest.mark.parametrize(["other", "expected"],
+            [(1, rational), (1., np.float64)])
+    def test_float_int_pyscalar_promote_rational(self, other, expected):
+        # Note that rationals are a bit akward as they promote with float64
+        # or default ints, but not float16 or uint8/int8 (which looks
+        # inconsistent here)
+        with pytest.raises(TypeError,
+                match=r".* do not have a common DType"):
+            np.result_type(other, rational)
+
+        assert np.result_type(other, rational(1, 2)) == expected
+
+    @pytest.mark.parametrize(["dtypes", "expected"], [
+             # These promotions are not associative/commutative:
+             ([np.uint16, np.int16, np.float16], np.float32),
+             ([np.uint16, np.int8, np.float16], np.float32),
+             ([np.uint8, np.int16, np.float16], np.float32),
+             # The following promotions are not ambiguous, but cover code
+             # paths of abstract promotion (no particular logic being tested)
+             ([1, 1, np.float64], np.float64),
+             ([1, 1., np.complex128], np.complex128),
+             ([1, 1j, np.float64], np.complex128),
+             ([1., 1., np.int64], np.float64),
+             ([1., 1j, np.float64], np.complex128),
+             ([1j, 1j, np.float64], np.complex128),
+             ([1, True, np.bool_], np.int_),
+            ])
+    def test_permutations_do_not_influence_result(self, dtypes, expected):
+        # Tests that most permutations do not influence the result.  In the
+        # above some uint and int combintations promote to a larger integer
+        # type, which would then promote to a larger than necessary float.
+        for perm in permutations(dtypes):
+            assert np.result_type(*perm) == expected
+
+
+def test_rational_dtype():
+    # test for bug gh-5719
+    a = np.array([1111], dtype=rational).astype
+    assert_raises(OverflowError, a, 'int8')
+
+    # test that dtype detection finds user-defined types
+    x = rational(1)
+    assert_equal(np.array([x,x]).dtype, np.dtype(rational))
+
+
+def test_dtypes_are_true():
+    # test for gh-6294
+    assert bool(np.dtype('f8'))
+    assert bool(np.dtype('i8'))
+    assert bool(np.dtype([('a', 'i8'), ('b', 'f4')]))
+
+
+def test_invalid_dtype_string():
+    # test for gh-10440
+    assert_raises(TypeError, np.dtype, 'f8,i8,[f8,i8]')
+    assert_raises(TypeError, np.dtype, u'Fl\xfcgel')
+
+
+def test_keyword_argument():
+    # test for https://github.com/numpy/numpy/pull/16574#issuecomment-642660971
+    assert np.dtype(dtype=np.float64) == np.dtype(np.float64)
+
+
+def test_ulong_dtype():
+    # test for gh-21063
+    assert np.dtype("ulong") == np.dtype(np.uint)
+
+
+class TestFromDTypeAttribute:
+    def test_simple(self):
+        class dt:
+            dtype = np.dtype("f8")
+
+        assert np.dtype(dt) == np.float64
+        assert np.dtype(dt()) == np.float64
+
+    @pytest.mark.skipif(IS_PYSTON, reason="Pyston disables recursion checking")
+    def test_recursion(self):
+        class dt:
+            pass
+
+        dt.dtype = dt
+        with pytest.raises(RecursionError):
+            np.dtype(dt)
+
+        dt_instance = dt()
+        dt_instance.dtype = dt
+        with pytest.raises(RecursionError):
+            np.dtype(dt_instance)
+
+    def test_void_subtype(self):
+        class dt(np.void):
+            # This code path is fully untested before, so it is unclear
+            # what this should be useful for. Note that if np.void is used
+            # numpy will think we are deallocating a base type [1.17, 2019-02].
+            dtype = np.dtype("f,f")
+
+        np.dtype(dt)
+        np.dtype(dt(1))
+
+    @pytest.mark.skipif(IS_PYSTON, reason="Pyston disables recursion checking")
+    def test_void_subtype_recursion(self):
+        class vdt(np.void):
+            pass
+
+        vdt.dtype = vdt
+
+        with pytest.raises(RecursionError):
+            np.dtype(vdt)
+
+        with pytest.raises(RecursionError):
+            np.dtype(vdt(1))
+
+
+class TestDTypeClasses:
+    @pytest.mark.parametrize("dtype", list(np.typecodes['All']) + [rational])
+    def test_basic_dtypes_subclass_properties(self, dtype):
+        # Note: Except for the isinstance and type checks, these attributes
+        #       are considered currently private and may change.
+        dtype = np.dtype(dtype)
+        assert isinstance(dtype, np.dtype)
+        assert type(dtype) is not np.dtype
+        assert type(dtype).__name__ == f"dtype[{dtype.type.__name__}]"
+        assert type(dtype).__module__ == "numpy"
+        assert not type(dtype)._abstract
+
+        # the flexible dtypes and datetime/timedelta have additional parameters
+        # which are more than just storage information, these would need to be
+        # given when creating a dtype:
+        parametric = (np.void, np.str_, np.bytes_, np.datetime64, np.timedelta64)
+        if dtype.type not in parametric:
+            assert not type(dtype)._parametric
+            assert type(dtype)() is dtype
+        else:
+            assert type(dtype)._parametric
+            with assert_raises(TypeError):
+                type(dtype)()
+
+    def test_dtype_superclass(self):
+        assert type(np.dtype) is not type
+        assert isinstance(np.dtype, type)
+
+        assert type(np.dtype).__name__ == "_DTypeMeta"
+        assert type(np.dtype).__module__ == "numpy"
+        assert np.dtype._abstract
+
+
+class TestFromCTypes:
+
+    @staticmethod
+    def check(ctype, dtype):
+        dtype = np.dtype(dtype)
+        assert_equal(np.dtype(ctype), dtype)
+        assert_equal(np.dtype(ctype()), dtype)
+
+    def test_array(self):
+        c8 = ctypes.c_uint8
+        self.check(     3 * c8,  (np.uint8, (3,)))
+        self.check(     1 * c8,  (np.uint8, (1,)))
+        self.check(     0 * c8,  (np.uint8, (0,)))
+        self.check(1 * (3 * c8), ((np.uint8, (3,)), (1,)))
+        self.check(3 * (1 * c8), ((np.uint8, (1,)), (3,)))
+
+    def test_padded_structure(self):
+        class PaddedStruct(ctypes.Structure):
+            _fields_ = [
+                ('a', ctypes.c_uint8),
+                ('b', ctypes.c_uint16)
+            ]
+        expected = np.dtype([
+            ('a', np.uint8),
+            ('b', np.uint16)
+        ], align=True)
+        self.check(PaddedStruct, expected)
+
+    def test_bit_fields(self):
+        class BitfieldStruct(ctypes.Structure):
+            _fields_ = [
+                ('a', ctypes.c_uint8, 7),
+                ('b', ctypes.c_uint8, 1)
+            ]
+        assert_raises(TypeError, np.dtype, BitfieldStruct)
+        assert_raises(TypeError, np.dtype, BitfieldStruct())
+
+    def test_pointer(self):
+        p_uint8 = ctypes.POINTER(ctypes.c_uint8)
+        assert_raises(TypeError, np.dtype, p_uint8)
+
+    def test_void_pointer(self):
+        self.check(ctypes.c_void_p, np.uintp)
+
+    def test_union(self):
+        class Union(ctypes.Union):
+            _fields_ = [
+                ('a', ctypes.c_uint8),
+                ('b', ctypes.c_uint16),
+            ]
+        expected = np.dtype(dict(
+            names=['a', 'b'],
+            formats=[np.uint8, np.uint16],
+            offsets=[0, 0],
+            itemsize=2
+        ))
+        self.check(Union, expected)
+
+    def test_union_with_struct_packed(self):
+        class Struct(ctypes.Structure):
+            _pack_ = 1
+            _fields_ = [
+                ('one', ctypes.c_uint8),
+                ('two', ctypes.c_uint32)
+            ]
+
+        class Union(ctypes.Union):
+            _fields_ = [
+                ('a', ctypes.c_uint8),
+                ('b', ctypes.c_uint16),
+                ('c', ctypes.c_uint32),
+                ('d', Struct),
+            ]
+        expected = np.dtype(dict(
+            names=['a', 'b', 'c', 'd'],
+            formats=['u1', np.uint16, np.uint32, [('one', 'u1'), ('two', np.uint32)]],
+            offsets=[0, 0, 0, 0],
+            itemsize=ctypes.sizeof(Union)
+        ))
+        self.check(Union, expected)
+
+    def test_union_packed(self):
+        class Struct(ctypes.Structure):
+            _fields_ = [
+                ('one', ctypes.c_uint8),
+                ('two', ctypes.c_uint32)
+            ]
+            _pack_ = 1
+        class Union(ctypes.Union):
+            _pack_ = 1
+            _fields_ = [
+                ('a', ctypes.c_uint8),
+                ('b', ctypes.c_uint16),
+                ('c', ctypes.c_uint32),
+                ('d', Struct),
+            ]
+        expected = np.dtype(dict(
+            names=['a', 'b', 'c', 'd'],
+            formats=['u1', np.uint16, np.uint32, [('one', 'u1'), ('two', np.uint32)]],
+            offsets=[0, 0, 0, 0],
+            itemsize=ctypes.sizeof(Union)
+        ))
+        self.check(Union, expected)
+
+    def test_packed_structure(self):
+        class PackedStructure(ctypes.Structure):
+            _pack_ = 1
+            _fields_ = [
+                ('a', ctypes.c_uint8),
+                ('b', ctypes.c_uint16)
+            ]
+        expected = np.dtype([
+            ('a', np.uint8),
+            ('b', np.uint16)
+        ])
+        self.check(PackedStructure, expected)
+
+    def test_large_packed_structure(self):
+        class PackedStructure(ctypes.Structure):
+            _pack_ = 2
+            _fields_ = [
+                ('a', ctypes.c_uint8),
+                ('b', ctypes.c_uint16),
+                ('c', ctypes.c_uint8),
+                ('d', ctypes.c_uint16),
+                ('e', ctypes.c_uint32),
+                ('f', ctypes.c_uint32),
+                ('g', ctypes.c_uint8)
+                ]
+        expected = np.dtype(dict(
+            formats=[np.uint8, np.uint16, np.uint8, np.uint16, np.uint32, np.uint32, np.uint8 ],
+            offsets=[0, 2, 4, 6, 8, 12, 16],
+            names=['a', 'b', 'c', 'd', 'e', 'f', 'g'],
+            itemsize=18))
+        self.check(PackedStructure, expected)
+
+    def test_big_endian_structure_packed(self):
+        class BigEndStruct(ctypes.BigEndianStructure):
+            _fields_ = [
+                ('one', ctypes.c_uint8),
+                ('two', ctypes.c_uint32)
+            ]
+            _pack_ = 1
+        expected = np.dtype([('one', 'u1'), ('two', '>u4')])
+        self.check(BigEndStruct, expected)
+
+    def test_little_endian_structure_packed(self):
+        class LittleEndStruct(ctypes.LittleEndianStructure):
+            _fields_ = [
+                ('one', ctypes.c_uint8),
+                ('two', ctypes.c_uint32)
+            ]
+            _pack_ = 1
+        expected = np.dtype([('one', 'u1'), ('two', '<u4')])
+        self.check(LittleEndStruct, expected)
+
+    def test_little_endian_structure(self):
+        class PaddedStruct(ctypes.LittleEndianStructure):
+            _fields_ = [
+                ('a', ctypes.c_uint8),
+                ('b', ctypes.c_uint16)
+            ]
+        expected = np.dtype([
+            ('a', '<B'),
+            ('b', '<H')
+        ], align=True)
+        self.check(PaddedStruct, expected)
+
+    def test_big_endian_structure(self):
+        class PaddedStruct(ctypes.BigEndianStructure):
+            _fields_ = [
+                ('a', ctypes.c_uint8),
+                ('b', ctypes.c_uint16)
+            ]
+        expected = np.dtype([
+            ('a', '>B'),
+            ('b', '>H')
+        ], align=True)
+        self.check(PaddedStruct, expected)
+
+    def test_simple_endian_types(self):
+        self.check(ctypes.c_uint16.__ctype_le__, np.dtype('<u2'))
+        self.check(ctypes.c_uint16.__ctype_be__, np.dtype('>u2'))
+        self.check(ctypes.c_uint8.__ctype_le__, np.dtype('u1'))
+        self.check(ctypes.c_uint8.__ctype_be__, np.dtype('u1'))
+
+    all_types = set(np.typecodes['All'])
+    all_pairs = permutations(all_types, 2)
+
+    @pytest.mark.parametrize("pair", all_pairs)
+    def test_pairs(self, pair):
+        """
+        Check that np.dtype('x,y') matches [np.dtype('x'), np.dtype('y')]
+        Example: np.dtype('d,I') -> dtype([('f0', '<f8'), ('f1', '<u4')])
+        """
+        # gh-5645: check that np.dtype('i,L') can be used
+        pair_type = np.dtype('{},{}'.format(*pair))
+        expected = np.dtype([('f0', pair[0]), ('f1', pair[1])])
+        assert_equal(pair_type, expected)
+
+
+class TestUserDType:
+    @pytest.mark.leaks_references(reason="dynamically creates custom dtype.")
+    def test_custom_structured_dtype(self):
+        class mytype:
+            pass
+
+        blueprint = np.dtype([("field", object)])
+        dt = create_custom_field_dtype(blueprint, mytype, 0)
+        assert dt.type == mytype
+        # We cannot (currently) *create* this dtype with `np.dtype` because
+        # mytype does not inherit from `np.generic`.  This seems like an
+        # unnecessary restriction, but one that has been around forever:
+        assert np.dtype(mytype) == np.dtype("O")
+
+    def test_custom_structured_dtype_errors(self):
+        class mytype:
+            pass
+
+        blueprint = np.dtype([("field", object)])
+
+        with pytest.raises(ValueError):
+            # Tests what happens if fields are unset during creation
+            # which is currently rejected due to the containing object
+            # (see PyArray_RegisterDataType).
+            create_custom_field_dtype(blueprint, mytype, 1)
+
+        with pytest.raises(RuntimeError):
+            # Tests that a dtype must have its type field set up to np.dtype
+            # or in this case a builtin instance.
+            create_custom_field_dtype(blueprint, mytype, 2)
+
+
+@pytest.mark.skipif(sys.version_info < (3, 9), reason="Requires python 3.9")
+class TestClassGetItem:
+    def test_dtype(self) -> None:
+        alias = np.dtype[Any]
+        assert isinstance(alias, types.GenericAlias)
+        assert alias.__origin__ is np.dtype
+
+    @pytest.mark.parametrize("code", np.typecodes["All"])
+    def test_dtype_subclass(self, code: str) -> None:
+        cls = type(np.dtype(code))
+        alias = cls[Any]
+        assert isinstance(alias, types.GenericAlias)
+        assert alias.__origin__ is cls
+
+    @pytest.mark.parametrize("arg_len", range(4))
+    def test_subscript_tuple(self, arg_len: int) -> None:
+        arg_tup = (Any,) * arg_len
+        if arg_len == 1:
+            assert np.dtype[arg_tup]
+        else:
+            with pytest.raises(TypeError):
+                np.dtype[arg_tup]
+
+    def test_subscript_scalar(self) -> None:
+        assert np.dtype[Any]
+
+
+def test_result_type_integers_and_unitless_timedelta64():
+    # Regression test for gh-20077.  The following call of `result_type`
+    # would cause a seg. fault.
+    td = np.timedelta64(4)
+    result = np.result_type(0, td)
+    assert_dtype_equal(result, td.dtype)
+
+
+@pytest.mark.skipif(sys.version_info >= (3, 9), reason="Requires python 3.8")
+def test_class_getitem_38() -> None:
+    match = "Type subscription requires python >= 3.9"
+    with pytest.raises(TypeError, match=match):
+        np.dtype[Any]
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_einsum.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_einsum.py
new file mode 100644
index 0000000..0ef1b71
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_einsum.py
@@ -0,0 +1,1134 @@
+import itertools
+
+import pytest
+
+import numpy as np
+from numpy.testing import (
+    assert_, assert_equal, assert_array_equal, assert_almost_equal,
+    assert_raises, suppress_warnings, assert_raises_regex, assert_allclose
+    )
+
+# Setup for optimize einsum
+chars = 'abcdefghij'
+sizes = np.array([2, 3, 4, 5, 4, 3, 2, 6, 5, 4, 3])
+global_size_dict = dict(zip(chars, sizes))
+
+
+class TestEinsum:
+    def test_einsum_errors(self):
+        for do_opt in [True, False]:
+            # Need enough arguments
+            assert_raises(ValueError, np.einsum, optimize=do_opt)
+            assert_raises(ValueError, np.einsum, "", optimize=do_opt)
+
+            # subscripts must be a string
+            assert_raises(TypeError, np.einsum, 0, 0, optimize=do_opt)
+
+            # out parameter must be an array
+            assert_raises(TypeError, np.einsum, "", 0, out='test',
+                          optimize=do_opt)
+
+            # order parameter must be a valid order
+            assert_raises(ValueError, np.einsum, "", 0, order='W',
+                          optimize=do_opt)
+
+            # casting parameter must be a valid casting
+            assert_raises(ValueError, np.einsum, "", 0, casting='blah',
+                          optimize=do_opt)
+
+            # dtype parameter must be a valid dtype
+            assert_raises(TypeError, np.einsum, "", 0, dtype='bad_data_type',
+                          optimize=do_opt)
+
+            # other keyword arguments are rejected
+            assert_raises(TypeError, np.einsum, "", 0, bad_arg=0,
+                          optimize=do_opt)
+
+            # issue 4528 revealed a segfault with this call
+            assert_raises(TypeError, np.einsum, *(None,)*63, optimize=do_opt)
+
+            # number of operands must match count in subscripts string
+            assert_raises(ValueError, np.einsum, "", 0, 0, optimize=do_opt)
+            assert_raises(ValueError, np.einsum, ",", 0, [0], [0],
+                          optimize=do_opt)
+            assert_raises(ValueError, np.einsum, ",", [0], optimize=do_opt)
+
+            # can't have more subscripts than dimensions in the operand
+            assert_raises(ValueError, np.einsum, "i", 0, optimize=do_opt)
+            assert_raises(ValueError, np.einsum, "ij", [0, 0], optimize=do_opt)
+            assert_raises(ValueError, np.einsum, "...i", 0, optimize=do_opt)
+            assert_raises(ValueError, np.einsum, "i...j", [0, 0], optimize=do_opt)
+            assert_raises(ValueError, np.einsum, "i...", 0, optimize=do_opt)
+            assert_raises(ValueError, np.einsum, "ij...", [0, 0], optimize=do_opt)
+
+            # invalid ellipsis
+            assert_raises(ValueError, np.einsum, "i..", [0, 0], optimize=do_opt)
+            assert_raises(ValueError, np.einsum, ".i...", [0, 0], optimize=do_opt)
+            assert_raises(ValueError, np.einsum, "j->..j", [0, 0], optimize=do_opt)
+            assert_raises(ValueError, np.einsum, "j->.j...", [0, 0], optimize=do_opt)
+
+            # invalid subscript character
+            assert_raises(ValueError, np.einsum, "i%...", [0, 0], optimize=do_opt)
+            assert_raises(ValueError, np.einsum, "...j$", [0, 0], optimize=do_opt)
+            assert_raises(ValueError, np.einsum, "i->&", [0, 0], optimize=do_opt)
+
+            # output subscripts must appear in input
+            assert_raises(ValueError, np.einsum, "i->ij", [0, 0], optimize=do_opt)
+
+            # output subscripts may only be specified once
+            assert_raises(ValueError, np.einsum, "ij->jij", [[0, 0], [0, 0]],
+                          optimize=do_opt)
+
+            # dimensions much match when being collapsed
+            assert_raises(ValueError, np.einsum, "ii",
+                          np.arange(6).reshape(2, 3), optimize=do_opt)
+            assert_raises(ValueError, np.einsum, "ii->i",
+                          np.arange(6).reshape(2, 3), optimize=do_opt)
+
+            # broadcasting to new dimensions must be enabled explicitly
+            assert_raises(ValueError, np.einsum, "i", np.arange(6).reshape(2, 3),
+                          optimize=do_opt)
+            assert_raises(ValueError, np.einsum, "i->i", [[0, 1], [0, 1]],
+                          out=np.arange(4).reshape(2, 2), optimize=do_opt)
+            with assert_raises_regex(ValueError, "'b'"):
+                # gh-11221 - 'c' erroneously appeared in the error message
+                a = np.ones((3, 3, 4, 5, 6))
+                b = np.ones((3, 4, 5))
+                np.einsum('aabcb,abc', a, b)
+
+            # Check order kwarg, asanyarray allows 1d to pass through
+            assert_raises(ValueError, np.einsum, "i->i", np.arange(6).reshape(-1, 1),
+                          optimize=do_opt, order='d')
+
+    def test_einsum_views(self):
+        # pass-through
+        for do_opt in [True, False]:
+            a = np.arange(6)
+            a.shape = (2, 3)
+
+            b = np.einsum("...", a, optimize=do_opt)
+            assert_(b.base is a)
+
+            b = np.einsum(a, [Ellipsis], optimize=do_opt)
+            assert_(b.base is a)
+
+            b = np.einsum("ij", a, optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, a)
+
+            b = np.einsum(a, [0, 1], optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, a)
+
+            # output is writeable whenever input is writeable
+            b = np.einsum("...", a, optimize=do_opt)
+            assert_(b.flags['WRITEABLE'])
+            a.flags['WRITEABLE'] = False
+            b = np.einsum("...", a, optimize=do_opt)
+            assert_(not b.flags['WRITEABLE'])
+
+            # transpose
+            a = np.arange(6)
+            a.shape = (2, 3)
+
+            b = np.einsum("ji", a, optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, a.T)
+
+            b = np.einsum(a, [1, 0], optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, a.T)
+
+            # diagonal
+            a = np.arange(9)
+            a.shape = (3, 3)
+
+            b = np.einsum("ii->i", a, optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [a[i, i] for i in range(3)])
+
+            b = np.einsum(a, [0, 0], [0], optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [a[i, i] for i in range(3)])
+
+            # diagonal with various ways of broadcasting an additional dimension
+            a = np.arange(27)
+            a.shape = (3, 3, 3)
+
+            b = np.einsum("...ii->...i", a, optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [[x[i, i] for i in range(3)] for x in a])
+
+            b = np.einsum(a, [Ellipsis, 0, 0], [Ellipsis, 0], optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [[x[i, i] for i in range(3)] for x in a])
+
+            b = np.einsum("ii...->...i", a, optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [[x[i, i] for i in range(3)]
+                             for x in a.transpose(2, 0, 1)])
+
+            b = np.einsum(a, [0, 0, Ellipsis], [Ellipsis, 0], optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [[x[i, i] for i in range(3)]
+                             for x in a.transpose(2, 0, 1)])
+
+            b = np.einsum("...ii->i...", a, optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [a[:, i, i] for i in range(3)])
+
+            b = np.einsum(a, [Ellipsis, 0, 0], [0, Ellipsis], optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [a[:, i, i] for i in range(3)])
+
+            b = np.einsum("jii->ij", a, optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [a[:, i, i] for i in range(3)])
+
+            b = np.einsum(a, [1, 0, 0], [0, 1], optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [a[:, i, i] for i in range(3)])
+
+            b = np.einsum("ii...->i...", a, optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [a.transpose(2, 0, 1)[:, i, i] for i in range(3)])
+
+            b = np.einsum(a, [0, 0, Ellipsis], [0, Ellipsis], optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [a.transpose(2, 0, 1)[:, i, i] for i in range(3)])
+
+            b = np.einsum("i...i->i...", a, optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [a.transpose(1, 0, 2)[:, i, i] for i in range(3)])
+
+            b = np.einsum(a, [0, Ellipsis, 0], [0, Ellipsis], optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [a.transpose(1, 0, 2)[:, i, i] for i in range(3)])
+
+            b = np.einsum("i...i->...i", a, optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [[x[i, i] for i in range(3)]
+                             for x in a.transpose(1, 0, 2)])
+
+            b = np.einsum(a, [0, Ellipsis, 0], [Ellipsis, 0], optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [[x[i, i] for i in range(3)]
+                             for x in a.transpose(1, 0, 2)])
+
+            # triple diagonal
+            a = np.arange(27)
+            a.shape = (3, 3, 3)
+
+            b = np.einsum("iii->i", a, optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [a[i, i, i] for i in range(3)])
+
+            b = np.einsum(a, [0, 0, 0], [0], optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, [a[i, i, i] for i in range(3)])
+
+            # swap axes
+            a = np.arange(24)
+            a.shape = (2, 3, 4)
+
+            b = np.einsum("ijk->jik", a, optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, a.swapaxes(0, 1))
+
+            b = np.einsum(a, [0, 1, 2], [1, 0, 2], optimize=do_opt)
+            assert_(b.base is a)
+            assert_equal(b, a.swapaxes(0, 1))
+
+    def check_einsum_sums(self, dtype, do_opt=False):
+        # Check various sums.  Does many sizes to exercise unrolled loops.
+
+        # sum(a, axis=-1)
+        for n in range(1, 17):
+            a = np.arange(n, dtype=dtype)
+            assert_equal(np.einsum("i->", a, optimize=do_opt),
+                         np.sum(a, axis=-1).astype(dtype))
+            assert_equal(np.einsum(a, [0], [], optimize=do_opt),
+                         np.sum(a, axis=-1).astype(dtype))
+
+        for n in range(1, 17):
+            a = np.arange(2*3*n, dtype=dtype).reshape(2, 3, n)
+            assert_equal(np.einsum("...i->...", a, optimize=do_opt),
+                         np.sum(a, axis=-1).astype(dtype))
+            assert_equal(np.einsum(a, [Ellipsis, 0], [Ellipsis], optimize=do_opt),
+                         np.sum(a, axis=-1).astype(dtype))
+
+        # sum(a, axis=0)
+        for n in range(1, 17):
+            a = np.arange(2*n, dtype=dtype).reshape(2, n)
+            assert_equal(np.einsum("i...->...", a, optimize=do_opt),
+                         np.sum(a, axis=0).astype(dtype))
+            assert_equal(np.einsum(a, [0, Ellipsis], [Ellipsis], optimize=do_opt),
+                         np.sum(a, axis=0).astype(dtype))
+
+        for n in range(1, 17):
+            a = np.arange(2*3*n, dtype=dtype).reshape(2, 3, n)
+            assert_equal(np.einsum("i...->...", a, optimize=do_opt),
+                         np.sum(a, axis=0).astype(dtype))
+            assert_equal(np.einsum(a, [0, Ellipsis], [Ellipsis], optimize=do_opt),
+                         np.sum(a, axis=0).astype(dtype))
+
+        # trace(a)
+        for n in range(1, 17):
+            a = np.arange(n*n, dtype=dtype).reshape(n, n)
+            assert_equal(np.einsum("ii", a, optimize=do_opt),
+                         np.trace(a).astype(dtype))
+            assert_equal(np.einsum(a, [0, 0], optimize=do_opt),
+                         np.trace(a).astype(dtype))
+
+            # gh-15961: should accept numpy int64 type in subscript list
+            np_array = np.asarray([0, 0])
+            assert_equal(np.einsum(a, np_array, optimize=do_opt),
+                         np.trace(a).astype(dtype))
+            assert_equal(np.einsum(a, list(np_array), optimize=do_opt),
+                         np.trace(a).astype(dtype))
+
+        # multiply(a, b)
+        assert_equal(np.einsum("..., ...", 3, 4), 12)  # scalar case
+        for n in range(1, 17):
+            a = np.arange(3 * n, dtype=dtype).reshape(3, n)
+            b = np.arange(2 * 3 * n, dtype=dtype).reshape(2, 3, n)
+            assert_equal(np.einsum("..., ...", a, b, optimize=do_opt),
+                         np.multiply(a, b))
+            assert_equal(np.einsum(a, [Ellipsis], b, [Ellipsis], optimize=do_opt),
+                         np.multiply(a, b))
+
+        # inner(a,b)
+        for n in range(1, 17):
+            a = np.arange(2 * 3 * n, dtype=dtype).reshape(2, 3, n)
+            b = np.arange(n, dtype=dtype)
+            assert_equal(np.einsum("...i, ...i", a, b, optimize=do_opt), np.inner(a, b))
+            assert_equal(np.einsum(a, [Ellipsis, 0], b, [Ellipsis, 0], optimize=do_opt),
+                         np.inner(a, b))
+
+        for n in range(1, 11):
+            a = np.arange(n * 3 * 2, dtype=dtype).reshape(n, 3, 2)
+            b = np.arange(n, dtype=dtype)
+            assert_equal(np.einsum("i..., i...", a, b, optimize=do_opt),
+                         np.inner(a.T, b.T).T)
+            assert_equal(np.einsum(a, [0, Ellipsis], b, [0, Ellipsis], optimize=do_opt),
+                         np.inner(a.T, b.T).T)
+
+        # outer(a,b)
+        for n in range(1, 17):
+            a = np.arange(3, dtype=dtype)+1
+            b = np.arange(n, dtype=dtype)+1
+            assert_equal(np.einsum("i,j", a, b, optimize=do_opt),
+                         np.outer(a, b))
+            assert_equal(np.einsum(a, [0], b, [1], optimize=do_opt),
+                         np.outer(a, b))
+
+        # Suppress the complex warnings for the 'as f8' tests
+        with suppress_warnings() as sup:
+            sup.filter(np.ComplexWarning)
+
+            # matvec(a,b) / a.dot(b) where a is matrix, b is vector
+            for n in range(1, 17):
+                a = np.arange(4*n, dtype=dtype).reshape(4, n)
+                b = np.arange(n, dtype=dtype)
+                assert_equal(np.einsum("ij, j", a, b, optimize=do_opt),
+                             np.dot(a, b))
+                assert_equal(np.einsum(a, [0, 1], b, [1], optimize=do_opt),
+                             np.dot(a, b))
+
+                c = np.arange(4, dtype=dtype)
+                np.einsum("ij,j", a, b, out=c,
+                          dtype='f8', casting='unsafe', optimize=do_opt)
+                assert_equal(c,
+                             np.dot(a.astype('f8'),
+                                    b.astype('f8')).astype(dtype))
+                c[...] = 0
+                np.einsum(a, [0, 1], b, [1], out=c,
+                          dtype='f8', casting='unsafe', optimize=do_opt)
+                assert_equal(c,
+                             np.dot(a.astype('f8'),
+                                    b.astype('f8')).astype(dtype))
+
+            for n in range(1, 17):
+                a = np.arange(4*n, dtype=dtype).reshape(4, n)
+                b = np.arange(n, dtype=dtype)
+                assert_equal(np.einsum("ji,j", a.T, b.T, optimize=do_opt),
+                             np.dot(b.T, a.T))
+                assert_equal(np.einsum(a.T, [1, 0], b.T, [1], optimize=do_opt),
+                             np.dot(b.T, a.T))
+
+                c = np.arange(4, dtype=dtype)
+                np.einsum("ji,j", a.T, b.T, out=c,
+                          dtype='f8', casting='unsafe', optimize=do_opt)
+                assert_equal(c,
+                             np.dot(b.T.astype('f8'),
+                                    a.T.astype('f8')).astype(dtype))
+                c[...] = 0
+                np.einsum(a.T, [1, 0], b.T, [1], out=c,
+                          dtype='f8', casting='unsafe', optimize=do_opt)
+                assert_equal(c,
+                             np.dot(b.T.astype('f8'),
+                                    a.T.astype('f8')).astype(dtype))
+
+            # matmat(a,b) / a.dot(b) where a is matrix, b is matrix
+            for n in range(1, 17):
+                if n < 8 or dtype != 'f2':
+                    a = np.arange(4*n, dtype=dtype).reshape(4, n)
+                    b = np.arange(n*6, dtype=dtype).reshape(n, 6)
+                    assert_equal(np.einsum("ij,jk", a, b, optimize=do_opt),
+                                 np.dot(a, b))
+                    assert_equal(np.einsum(a, [0, 1], b, [1, 2], optimize=do_opt),
+                                 np.dot(a, b))
+
+            for n in range(1, 17):
+                a = np.arange(4*n, dtype=dtype).reshape(4, n)
+                b = np.arange(n*6, dtype=dtype).reshape(n, 6)
+                c = np.arange(24, dtype=dtype).reshape(4, 6)
+                np.einsum("ij,jk", a, b, out=c, dtype='f8', casting='unsafe',
+                          optimize=do_opt)
+                assert_equal(c,
+                             np.dot(a.astype('f8'),
+                                    b.astype('f8')).astype(dtype))
+                c[...] = 0
+                np.einsum(a, [0, 1], b, [1, 2], out=c,
+                          dtype='f8', casting='unsafe', optimize=do_opt)
+                assert_equal(c,
+                             np.dot(a.astype('f8'),
+                                    b.astype('f8')).astype(dtype))
+
+            # matrix triple product (note this is not currently an efficient
+            # way to multiply 3 matrices)
+            a = np.arange(12, dtype=dtype).reshape(3, 4)
+            b = np.arange(20, dtype=dtype).reshape(4, 5)
+            c = np.arange(30, dtype=dtype).reshape(5, 6)
+            if dtype != 'f2':
+                assert_equal(np.einsum("ij,jk,kl", a, b, c, optimize=do_opt),
+                             a.dot(b).dot(c))
+                assert_equal(np.einsum(a, [0, 1], b, [1, 2], c, [2, 3],
+                                       optimize=do_opt), a.dot(b).dot(c))
+
+            d = np.arange(18, dtype=dtype).reshape(3, 6)
+            np.einsum("ij,jk,kl", a, b, c, out=d,
+                      dtype='f8', casting='unsafe', optimize=do_opt)
+            tgt = a.astype('f8').dot(b.astype('f8'))
+            tgt = tgt.dot(c.astype('f8')).astype(dtype)
+            assert_equal(d, tgt)
+
+            d[...] = 0
+            np.einsum(a, [0, 1], b, [1, 2], c, [2, 3], out=d,
+                      dtype='f8', casting='unsafe', optimize=do_opt)
+            tgt = a.astype('f8').dot(b.astype('f8'))
+            tgt = tgt.dot(c.astype('f8')).astype(dtype)
+            assert_equal(d, tgt)
+
+            # tensordot(a, b)
+            if np.dtype(dtype) != np.dtype('f2'):
+                a = np.arange(60, dtype=dtype).reshape(3, 4, 5)
+                b = np.arange(24, dtype=dtype).reshape(4, 3, 2)
+                assert_equal(np.einsum("ijk, jil -> kl", a, b),
+                             np.tensordot(a, b, axes=([1, 0], [0, 1])))
+                assert_equal(np.einsum(a, [0, 1, 2], b, [1, 0, 3], [2, 3]),
+                             np.tensordot(a, b, axes=([1, 0], [0, 1])))
+
+                c = np.arange(10, dtype=dtype).reshape(5, 2)
+                np.einsum("ijk,jil->kl", a, b, out=c,
+                          dtype='f8', casting='unsafe', optimize=do_opt)
+                assert_equal(c, np.tensordot(a.astype('f8'), b.astype('f8'),
+                             axes=([1, 0], [0, 1])).astype(dtype))
+                c[...] = 0
+                np.einsum(a, [0, 1, 2], b, [1, 0, 3], [2, 3], out=c,
+                          dtype='f8', casting='unsafe', optimize=do_opt)
+                assert_equal(c, np.tensordot(a.astype('f8'), b.astype('f8'),
+                             axes=([1, 0], [0, 1])).astype(dtype))
+
+        # logical_and(logical_and(a!=0, b!=0), c!=0)
+        a = np.array([1,   3,   -2,   0,   12,  13,   0,   1], dtype=dtype)
+        b = np.array([0,   3.5, 0.,   -2,  0,   1,    3,   12], dtype=dtype)
+        c = np.array([True, True, False, True, True, False, True, True])
+        assert_equal(np.einsum("i,i,i->i", a, b, c,
+                     dtype='?', casting='unsafe', optimize=do_opt),
+                     np.logical_and(np.logical_and(a != 0, b != 0), c != 0))
+        assert_equal(np.einsum(a, [0], b, [0], c, [0], [0],
+                     dtype='?', casting='unsafe'),
+                     np.logical_and(np.logical_and(a != 0, b != 0), c != 0))
+
+        a = np.arange(9, dtype=dtype)
+        assert_equal(np.einsum(",i->", 3, a), 3*np.sum(a))
+        assert_equal(np.einsum(3, [], a, [0], []), 3*np.sum(a))
+        assert_equal(np.einsum("i,->", a, 3), 3*np.sum(a))
+        assert_equal(np.einsum(a, [0], 3, [], []), 3*np.sum(a))
+
+        # Various stride0, contiguous, and SSE aligned variants
+        for n in range(1, 25):
+            a = np.arange(n, dtype=dtype)
+            if np.dtype(dtype).itemsize > 1:
+                assert_equal(np.einsum("...,...", a, a, optimize=do_opt),
+                             np.multiply(a, a))
+                assert_equal(np.einsum("i,i", a, a, optimize=do_opt), np.dot(a, a))
+                assert_equal(np.einsum("i,->i", a, 2, optimize=do_opt), 2*a)
+                assert_equal(np.einsum(",i->i", 2, a, optimize=do_opt), 2*a)
+                assert_equal(np.einsum("i,->", a, 2, optimize=do_opt), 2*np.sum(a))
+                assert_equal(np.einsum(",i->", 2, a, optimize=do_opt), 2*np.sum(a))
+
+                assert_equal(np.einsum("...,...", a[1:], a[:-1], optimize=do_opt),
+                             np.multiply(a[1:], a[:-1]))
+                assert_equal(np.einsum("i,i", a[1:], a[:-1], optimize=do_opt),
+                             np.dot(a[1:], a[:-1]))
+                assert_equal(np.einsum("i,->i", a[1:], 2, optimize=do_opt), 2*a[1:])
+                assert_equal(np.einsum(",i->i", 2, a[1:], optimize=do_opt), 2*a[1:])
+                assert_equal(np.einsum("i,->", a[1:], 2, optimize=do_opt),
+                             2*np.sum(a[1:]))
+                assert_equal(np.einsum(",i->", 2, a[1:], optimize=do_opt),
+                             2*np.sum(a[1:]))
+
+        # An object array, summed as the data type
+        a = np.arange(9, dtype=object)
+
+        b = np.einsum("i->", a, dtype=dtype, casting='unsafe')
+        assert_equal(b, np.sum(a))
+        assert_equal(b.dtype, np.dtype(dtype))
+
+        b = np.einsum(a, [0], [], dtype=dtype, casting='unsafe')
+        assert_equal(b, np.sum(a))
+        assert_equal(b.dtype, np.dtype(dtype))
+
+        # A case which was failing (ticket #1885)
+        p = np.arange(2) + 1
+        q = np.arange(4).reshape(2, 2) + 3
+        r = np.arange(4).reshape(2, 2) + 7
+        assert_equal(np.einsum('z,mz,zm->', p, q, r), 253)
+
+        # singleton dimensions broadcast (gh-10343)
+        p = np.ones((10,2))
+        q = np.ones((1,2))
+        assert_array_equal(np.einsum('ij,ij->j', p, q, optimize=True),
+                           np.einsum('ij,ij->j', p, q, optimize=False))
+        assert_array_equal(np.einsum('ij,ij->j', p, q, optimize=True),
+                           [10.] * 2)
+
+        # a blas-compatible contraction broadcasting case which was failing
+        # for optimize=True (ticket #10930)
+        x = np.array([2., 3.])
+        y = np.array([4.])
+        assert_array_equal(np.einsum("i, i", x, y, optimize=False), 20.)
+        assert_array_equal(np.einsum("i, i", x, y, optimize=True), 20.)
+
+        # all-ones array was bypassing bug (ticket #10930)
+        p = np.ones((1, 5)) / 2
+        q = np.ones((5, 5)) / 2
+        for optimize in (True, False):
+            assert_array_equal(np.einsum("...ij,...jk->...ik", p, p,
+                                         optimize=optimize),
+                               np.einsum("...ij,...jk->...ik", p, q,
+                                         optimize=optimize))
+            assert_array_equal(np.einsum("...ij,...jk->...ik", p, q,
+                                         optimize=optimize),
+                               np.full((1, 5), 1.25))
+
+        # Cases which were failing (gh-10899)
+        x = np.eye(2, dtype=dtype)
+        y = np.ones(2, dtype=dtype)
+        assert_array_equal(np.einsum("ji,i->", x, y, optimize=optimize),
+                           [2.])  # contig_contig_outstride0_two
+        assert_array_equal(np.einsum("i,ij->", y, x, optimize=optimize),
+                           [2.])  # stride0_contig_outstride0_two
+        assert_array_equal(np.einsum("ij,i->", x, y, optimize=optimize),
+                           [2.])  # contig_stride0_outstride0_two
+
+    def test_einsum_sums_int8(self):
+        self.check_einsum_sums('i1')
+
+    def test_einsum_sums_uint8(self):
+        self.check_einsum_sums('u1')
+
+    def test_einsum_sums_int16(self):
+        self.check_einsum_sums('i2')
+
+    def test_einsum_sums_uint16(self):
+        self.check_einsum_sums('u2')
+
+    def test_einsum_sums_int32(self):
+        self.check_einsum_sums('i4')
+        self.check_einsum_sums('i4', True)
+
+    def test_einsum_sums_uint32(self):
+        self.check_einsum_sums('u4')
+        self.check_einsum_sums('u4', True)
+
+    def test_einsum_sums_int64(self):
+        self.check_einsum_sums('i8')
+
+    def test_einsum_sums_uint64(self):
+        self.check_einsum_sums('u8')
+
+    def test_einsum_sums_float16(self):
+        self.check_einsum_sums('f2')
+
+    def test_einsum_sums_float32(self):
+        self.check_einsum_sums('f4')
+
+    def test_einsum_sums_float64(self):
+        self.check_einsum_sums('f8')
+        self.check_einsum_sums('f8', True)
+
+    def test_einsum_sums_longdouble(self):
+        self.check_einsum_sums(np.longdouble)
+
+    def test_einsum_sums_cfloat64(self):
+        self.check_einsum_sums('c8')
+        self.check_einsum_sums('c8', True)
+
+    def test_einsum_sums_cfloat128(self):
+        self.check_einsum_sums('c16')
+
+    def test_einsum_sums_clongdouble(self):
+        self.check_einsum_sums(np.clongdouble)
+
+    def test_einsum_misc(self):
+        # This call used to crash because of a bug in
+        # PyArray_AssignZero
+        a = np.ones((1, 2))
+        b = np.ones((2, 2, 1))
+        assert_equal(np.einsum('ij...,j...->i...', a, b), [[[2], [2]]])
+        assert_equal(np.einsum('ij...,j...->i...', a, b, optimize=True), [[[2], [2]]])
+
+        # Regression test for issue #10369 (test unicode inputs with Python 2)
+        assert_equal(np.einsum(u'ij...,j...->i...', a, b), [[[2], [2]]])
+        assert_equal(np.einsum('...i,...i', [1, 2, 3], [2, 3, 4]), 20)
+        assert_equal(np.einsum(u'...i,...i', [1, 2, 3], [2, 3, 4]), 20)
+        assert_equal(np.einsum('...i,...i', [1, 2, 3], [2, 3, 4],
+                               optimize=u'greedy'), 20)
+
+        # The iterator had an issue with buffering this reduction
+        a = np.ones((5, 12, 4, 2, 3), np.int64)
+        b = np.ones((5, 12, 11), np.int64)
+        assert_equal(np.einsum('ijklm,ijn,ijn->', a, b, b),
+                     np.einsum('ijklm,ijn->', a, b))
+        assert_equal(np.einsum('ijklm,ijn,ijn->', a, b, b, optimize=True),
+                     np.einsum('ijklm,ijn->', a, b, optimize=True))
+
+        # Issue #2027, was a problem in the contiguous 3-argument
+        # inner loop implementation
+        a = np.arange(1, 3)
+        b = np.arange(1, 5).reshape(2, 2)
+        c = np.arange(1, 9).reshape(4, 2)
+        assert_equal(np.einsum('x,yx,zx->xzy', a, b, c),
+                     [[[1,  3], [3,  9], [5, 15], [7, 21]],
+                     [[8, 16], [16, 32], [24, 48], [32, 64]]])
+        assert_equal(np.einsum('x,yx,zx->xzy', a, b, c, optimize=True),
+                     [[[1,  3], [3,  9], [5, 15], [7, 21]],
+                     [[8, 16], [16, 32], [24, 48], [32, 64]]])
+
+        # Ensure explicitly setting out=None does not cause an error
+        # see issue gh-15776 and issue gh-15256
+        assert_equal(np.einsum('i,j', [1], [2], out=None), [[2]])
+
+    def test_subscript_range(self):
+        # Issue #7741, make sure that all letters of Latin alphabet (both uppercase & lowercase) can be used
+        # when creating a subscript from arrays
+        a = np.ones((2, 3))
+        b = np.ones((3, 4))
+        np.einsum(a, [0, 20], b, [20, 2], [0, 2], optimize=False)
+        np.einsum(a, [0, 27], b, [27, 2], [0, 2], optimize=False)
+        np.einsum(a, [0, 51], b, [51, 2], [0, 2], optimize=False)
+        assert_raises(ValueError, lambda: np.einsum(a, [0, 52], b, [52, 2], [0, 2], optimize=False))
+        assert_raises(ValueError, lambda: np.einsum(a, [-1, 5], b, [5, 2], [-1, 2], optimize=False))
+
+    def test_einsum_broadcast(self):
+        # Issue #2455 change in handling ellipsis
+        # remove the 'middle broadcast' error
+        # only use the 'RIGHT' iteration in prepare_op_axes
+        # adds auto broadcast on left where it belongs
+        # broadcast on right has to be explicit
+        # We need to test the optimized parsing as well
+
+        A = np.arange(2 * 3 * 4).reshape(2, 3, 4)
+        B = np.arange(3)
+        ref = np.einsum('ijk,j->ijk', A, B, optimize=False)
+        for opt in [True, False]:
+            assert_equal(np.einsum('ij...,j...->ij...', A, B, optimize=opt), ref)
+            assert_equal(np.einsum('ij...,...j->ij...', A, B, optimize=opt), ref)
+            assert_equal(np.einsum('ij...,j->ij...', A, B, optimize=opt), ref)  # used to raise error
+
+        A = np.arange(12).reshape((4, 3))
+        B = np.arange(6).reshape((3, 2))
+        ref = np.einsum('ik,kj->ij', A, B, optimize=False)
+        for opt in [True, False]:
+            assert_equal(np.einsum('ik...,k...->i...', A, B, optimize=opt), ref)
+            assert_equal(np.einsum('ik...,...kj->i...j', A, B, optimize=opt), ref)
+            assert_equal(np.einsum('...k,kj', A, B, optimize=opt), ref)  # used to raise error
+            assert_equal(np.einsum('ik,k...->i...', A, B, optimize=opt), ref)  # used to raise error
+
+        dims = [2, 3, 4, 5]
+        a = np.arange(np.prod(dims)).reshape(dims)
+        v = np.arange(dims[2])
+        ref = np.einsum('ijkl,k->ijl', a, v, optimize=False)
+        for opt in [True, False]:
+            assert_equal(np.einsum('ijkl,k', a, v, optimize=opt), ref)
+            assert_equal(np.einsum('...kl,k', a, v, optimize=opt), ref)  # used to raise error
+            assert_equal(np.einsum('...kl,k...', a, v, optimize=opt), ref)
+
+        J, K, M = 160, 160, 120
+        A = np.arange(J * K * M).reshape(1, 1, 1, J, K, M)
+        B = np.arange(J * K * M * 3).reshape(J, K, M, 3)
+        ref = np.einsum('...lmn,...lmno->...o', A, B, optimize=False)
+        for opt in [True, False]:
+            assert_equal(np.einsum('...lmn,lmno->...o', A, B,
+                                   optimize=opt), ref)  # used to raise error
+
+    def test_einsum_fixedstridebug(self):
+        # Issue #4485 obscure einsum bug
+        # This case revealed a bug in nditer where it reported a stride
+        # as 'fixed' (0) when it was in fact not fixed during processing
+        # (0 or 4). The reason for the bug was that the check for a fixed
+        # stride was using the information from the 2D inner loop reuse
+        # to restrict the iteration dimensions it had to validate to be
+        # the same, but that 2D inner loop reuse logic is only triggered
+        # during the buffer copying step, and hence it was invalid to
+        # rely on those values. The fix is to check all the dimensions
+        # of the stride in question, which in the test case reveals that
+        # the stride is not fixed.
+        #
+        # NOTE: This test is triggered by the fact that the default buffersize,
+        #       used by einsum, is 8192, and 3*2731 = 8193, is larger than that
+        #       and results in a mismatch between the buffering and the
+        #       striding for operand A.
+        A = np.arange(2 * 3).reshape(2, 3).astype(np.float32)
+        B = np.arange(2 * 3 * 2731).reshape(2, 3, 2731).astype(np.int16)
+        es = np.einsum('cl, cpx->lpx',  A,  B)
+        tp = np.tensordot(A,  B,  axes=(0,  0))
+        assert_equal(es,  tp)
+        # The following is the original test case from the bug report,
+        # made repeatable by changing random arrays to aranges.
+        A = np.arange(3 * 3).reshape(3, 3).astype(np.float64)
+        B = np.arange(3 * 3 * 64 * 64).reshape(3, 3, 64, 64).astype(np.float32)
+        es = np.einsum('cl, cpxy->lpxy',  A, B)
+        tp = np.tensordot(A, B,  axes=(0, 0))
+        assert_equal(es, tp)
+
+    def test_einsum_fixed_collapsingbug(self):
+        # Issue #5147.
+        # The bug only occurred when output argument of einssum was used.
+        x = np.random.normal(0, 1, (5, 5, 5, 5))
+        y1 = np.zeros((5, 5))
+        np.einsum('aabb->ab', x, out=y1)
+        idx = np.arange(5)
+        y2 = x[idx[:, None], idx[:, None], idx, idx]
+        assert_equal(y1, y2)
+
+    def test_einsum_failed_on_p9_and_s390x(self):
+        # Issues gh-14692 and gh-12689
+        # Bug with signed vs unsigned char errored on power9 and s390x Linux
+        tensor = np.random.random_sample((10, 10, 10, 10))
+        x = np.einsum('ijij->', tensor)
+        y = tensor.trace(axis1=0, axis2=2).trace()
+        assert_allclose(x, y)
+
+    def test_einsum_all_contig_non_contig_output(self):
+        # Issue gh-5907, tests that the all contiguous special case
+        # actually checks the contiguity of the output
+        x = np.ones((5, 5))
+        out = np.ones(10)[::2]
+        correct_base = np.ones(10)
+        correct_base[::2] = 5
+        # Always worked (inner iteration is done with 0-stride):
+        np.einsum('mi,mi,mi->m', x, x, x, out=out)
+        assert_array_equal(out.base, correct_base)
+        # Example 1:
+        out = np.ones(10)[::2]
+        np.einsum('im,im,im->m', x, x, x, out=out)
+        assert_array_equal(out.base, correct_base)
+        # Example 2, buffering causes x to be contiguous but
+        # special cases do not catch the operation before:
+        out = np.ones((2, 2, 2))[..., 0]
+        correct_base = np.ones((2, 2, 2))
+        correct_base[..., 0] = 2
+        x = np.ones((2, 2), np.float32)
+        np.einsum('ij,jk->ik', x, x, out=out)
+        assert_array_equal(out.base, correct_base)
+
+    @pytest.mark.parametrize("dtype",
+             np.typecodes["AllFloat"] + np.typecodes["AllInteger"])
+    def test_different_paths(self, dtype):
+        # Test originally added to cover broken float16 path: gh-20305
+        # Likely most are covered elsewhere, at least partially.
+        dtype = np.dtype(dtype)
+        # Simple test, designed to excersize most specialized code paths,
+        # note the +0.5 for floats.  This makes sure we use a float value
+        # where the results must be exact.
+        arr = (np.arange(7) + 0.5).astype(dtype)
+        scalar = np.array(2, dtype=dtype)
+
+        # contig -> scalar:
+        res = np.einsum('i->', arr)
+        assert res == arr.sum()
+        # contig, contig -> contig:
+        res = np.einsum('i,i->i', arr, arr)
+        assert_array_equal(res, arr * arr)
+        # noncontig, noncontig -> contig:
+        res = np.einsum('i,i->i', arr.repeat(2)[::2], arr.repeat(2)[::2])
+        assert_array_equal(res, arr * arr)
+        # contig + contig -> scalar
+        assert np.einsum('i,i->', arr, arr) == (arr * arr).sum()
+        # contig + scalar -> contig (with out)
+        out = np.ones(7, dtype=dtype)
+        res = np.einsum('i,->i', arr, dtype.type(2), out=out)
+        assert_array_equal(res, arr * dtype.type(2))
+        # scalar + contig -> contig (with out)
+        res = np.einsum(',i->i', scalar, arr)
+        assert_array_equal(res, arr * dtype.type(2))
+        # scalar + contig -> scalar
+        res = np.einsum(',i->', scalar, arr)
+        # Use einsum to compare to not have difference due to sum round-offs:
+        assert res == np.einsum('i->', scalar * arr)
+        # contig + scalar -> scalar
+        res = np.einsum('i,->', arr, scalar)
+        # Use einsum to compare to not have difference due to sum round-offs:
+        assert res == np.einsum('i->', scalar * arr)
+        # contig + contig + contig -> scalar
+        arr = np.array([0.5, 0.5, 0.25, 4.5, 3.], dtype=dtype)
+        res = np.einsum('i,i,i->', arr, arr, arr)
+        assert_array_equal(res, (arr * arr * arr).sum())
+        # four arrays:
+        res = np.einsum('i,i,i,i->', arr, arr, arr, arr)
+        assert_array_equal(res, (arr * arr * arr * arr).sum())
+
+    def test_small_boolean_arrays(self):
+        # See gh-5946.
+        # Use array of True embedded in False.
+        a = np.zeros((16, 1, 1), dtype=np.bool_)[:2]
+        a[...] = True
+        out = np.zeros((16, 1, 1), dtype=np.bool_)[:2]
+        tgt = np.ones((2, 1, 1), dtype=np.bool_)
+        res = np.einsum('...ij,...jk->...ik', a, a, out=out)
+        assert_equal(res, tgt)
+
+    def test_out_is_res(self):
+        a = np.arange(9).reshape(3, 3)
+        res = np.einsum('...ij,...jk->...ik', a, a, out=a)
+        assert res is a
+
+    def optimize_compare(self, subscripts, operands=None):
+        # Tests all paths of the optimization function against
+        # conventional einsum
+        if operands is None:
+            args = [subscripts]
+            terms = subscripts.split('->')[0].split(',')
+            for term in terms:
+                dims = [global_size_dict[x] for x in term]
+                args.append(np.random.rand(*dims))
+        else:
+            args = [subscripts] + operands
+
+        noopt = np.einsum(*args, optimize=False)
+        opt = np.einsum(*args, optimize='greedy')
+        assert_almost_equal(opt, noopt)
+        opt = np.einsum(*args, optimize='optimal')
+        assert_almost_equal(opt, noopt)
+
+    def test_hadamard_like_products(self):
+        # Hadamard outer products
+        self.optimize_compare('a,ab,abc->abc')
+        self.optimize_compare('a,b,ab->ab')
+
+    def test_index_transformations(self):
+        # Simple index transformation cases
+        self.optimize_compare('ea,fb,gc,hd,abcd->efgh')
+        self.optimize_compare('ea,fb,abcd,gc,hd->efgh')
+        self.optimize_compare('abcd,ea,fb,gc,hd->efgh')
+
+    def test_complex(self):
+        # Long test cases
+        self.optimize_compare('acdf,jbje,gihb,hfac,gfac,gifabc,hfac')
+        self.optimize_compare('acdf,jbje,gihb,hfac,gfac,gifabc,hfac')
+        self.optimize_compare('cd,bdhe,aidb,hgca,gc,hgibcd,hgac')
+        self.optimize_compare('abhe,hidj,jgba,hiab,gab')
+        self.optimize_compare('bde,cdh,agdb,hica,ibd,hgicd,hiac')
+        self.optimize_compare('chd,bde,agbc,hiad,hgc,hgi,hiad')
+        self.optimize_compare('chd,bde,agbc,hiad,bdi,cgh,agdb')
+        self.optimize_compare('bdhe,acad,hiab,agac,hibd')
+
+    def test_collapse(self):
+        # Inner products
+        self.optimize_compare('ab,ab,c->')
+        self.optimize_compare('ab,ab,c->c')
+        self.optimize_compare('ab,ab,cd,cd->')
+        self.optimize_compare('ab,ab,cd,cd->ac')
+        self.optimize_compare('ab,ab,cd,cd->cd')
+        self.optimize_compare('ab,ab,cd,cd,ef,ef->')
+
+    def test_expand(self):
+        # Outer products
+        self.optimize_compare('ab,cd,ef->abcdef')
+        self.optimize_compare('ab,cd,ef->acdf')
+        self.optimize_compare('ab,cd,de->abcde')
+        self.optimize_compare('ab,cd,de->be')
+        self.optimize_compare('ab,bcd,cd->abcd')
+        self.optimize_compare('ab,bcd,cd->abd')
+
+    def test_edge_cases(self):
+        # Difficult edge cases for optimization
+        self.optimize_compare('eb,cb,fb->cef')
+        self.optimize_compare('dd,fb,be,cdb->cef')
+        self.optimize_compare('bca,cdb,dbf,afc->')
+        self.optimize_compare('dcc,fce,ea,dbf->ab')
+        self.optimize_compare('fdf,cdd,ccd,afe->ae')
+        self.optimize_compare('abcd,ad')
+        self.optimize_compare('ed,fcd,ff,bcf->be')
+        self.optimize_compare('baa,dcf,af,cde->be')
+        self.optimize_compare('bd,db,eac->ace')
+        self.optimize_compare('fff,fae,bef,def->abd')
+        self.optimize_compare('efc,dbc,acf,fd->abe')
+        self.optimize_compare('ba,ac,da->bcd')
+
+    def test_inner_product(self):
+        # Inner products
+        self.optimize_compare('ab,ab')
+        self.optimize_compare('ab,ba')
+        self.optimize_compare('abc,abc')
+        self.optimize_compare('abc,bac')
+        self.optimize_compare('abc,cba')
+
+    def test_random_cases(self):
+        # Randomly built test cases
+        self.optimize_compare('aab,fa,df,ecc->bde')
+        self.optimize_compare('ecb,fef,bad,ed->ac')
+        self.optimize_compare('bcf,bbb,fbf,fc->')
+        self.optimize_compare('bb,ff,be->e')
+        self.optimize_compare('bcb,bb,fc,fff->')
+        self.optimize_compare('fbb,dfd,fc,fc->')
+        self.optimize_compare('afd,ba,cc,dc->bf')
+        self.optimize_compare('adb,bc,fa,cfc->d')
+        self.optimize_compare('bbd,bda,fc,db->acf')
+        self.optimize_compare('dba,ead,cad->bce')
+        self.optimize_compare('aef,fbc,dca->bde')
+
+    def test_combined_views_mapping(self):
+        # gh-10792
+        a = np.arange(9).reshape(1, 1, 3, 1, 3)
+        b = np.einsum('bbcdc->d', a)
+        assert_equal(b, [12])
+
+    def test_broadcasting_dot_cases(self):
+        # Ensures broadcasting cases are not mistaken for GEMM
+
+        a = np.random.rand(1, 5, 4)
+        b = np.random.rand(4, 6)
+        c = np.random.rand(5, 6)
+        d = np.random.rand(10)
+
+        self.optimize_compare('ijk,kl,jl', operands=[a, b, c])
+        self.optimize_compare('ijk,kl,jl,i->i', operands=[a, b, c, d])
+
+        e = np.random.rand(1, 1, 5, 4)
+        f = np.random.rand(7, 7)
+        self.optimize_compare('abjk,kl,jl', operands=[e, b, c])
+        self.optimize_compare('abjk,kl,jl,ab->ab', operands=[e, b, c, f])
+
+        # Edge case found in gh-11308
+        g = np.arange(64).reshape(2, 4, 8)
+        self.optimize_compare('obk,ijk->ioj', operands=[g, g])
+
+    def test_output_order(self):
+        # Ensure output order is respected for optimize cases, the below
+        # conraction should yield a reshaped tensor view
+        # gh-16415
+
+        a = np.ones((2, 3, 5), order='F')
+        b = np.ones((4, 3), order='F')
+
+        for opt in [True, False]:
+            tmp = np.einsum('...ft,mf->...mt', a, b, order='a', optimize=opt)
+            assert_(tmp.flags.f_contiguous)
+
+            tmp = np.einsum('...ft,mf->...mt', a, b, order='f', optimize=opt)
+            assert_(tmp.flags.f_contiguous)
+
+            tmp = np.einsum('...ft,mf->...mt', a, b, order='c', optimize=opt)
+            assert_(tmp.flags.c_contiguous)
+
+            tmp = np.einsum('...ft,mf->...mt', a, b, order='k', optimize=opt)
+            assert_(tmp.flags.c_contiguous is False)
+            assert_(tmp.flags.f_contiguous is False)
+
+            tmp = np.einsum('...ft,mf->...mt', a, b, optimize=opt)
+            assert_(tmp.flags.c_contiguous is False)
+            assert_(tmp.flags.f_contiguous is False)
+
+        c = np.ones((4, 3), order='C')
+        for opt in [True, False]:
+            tmp = np.einsum('...ft,mf->...mt', a, c, order='a', optimize=opt)
+            assert_(tmp.flags.c_contiguous)
+
+        d = np.ones((2, 3, 5), order='C')
+        for opt in [True, False]:
+            tmp = np.einsum('...ft,mf->...mt', d, c, order='a', optimize=opt)
+            assert_(tmp.flags.c_contiguous)
+
+class TestEinsumPath:
+    def build_operands(self, string, size_dict=global_size_dict):
+
+        # Builds views based off initial operands
+        operands = [string]
+        terms = string.split('->')[0].split(',')
+        for term in terms:
+            dims = [size_dict[x] for x in term]
+            operands.append(np.random.rand(*dims))
+
+        return operands
+
+    def assert_path_equal(self, comp, benchmark):
+        # Checks if list of tuples are equivalent
+        ret = (len(comp) == len(benchmark))
+        assert_(ret)
+        for pos in range(len(comp) - 1):
+            ret &= isinstance(comp[pos + 1], tuple)
+            ret &= (comp[pos + 1] == benchmark[pos + 1])
+        assert_(ret)
+
+    def test_memory_contraints(self):
+        # Ensure memory constraints are satisfied
+
+        outer_test = self.build_operands('a,b,c->abc')
+
+        path, path_str = np.einsum_path(*outer_test, optimize=('greedy', 0))
+        self.assert_path_equal(path, ['einsum_path', (0, 1, 2)])
+
+        path, path_str = np.einsum_path(*outer_test, optimize=('optimal', 0))
+        self.assert_path_equal(path, ['einsum_path', (0, 1, 2)])
+
+        long_test = self.build_operands('acdf,jbje,gihb,hfac')
+        path, path_str = np.einsum_path(*long_test, optimize=('greedy', 0))
+        self.assert_path_equal(path, ['einsum_path', (0, 1, 2, 3)])
+
+        path, path_str = np.einsum_path(*long_test, optimize=('optimal', 0))
+        self.assert_path_equal(path, ['einsum_path', (0, 1, 2, 3)])
+
+    def test_long_paths(self):
+        # Long complex cases
+
+        # Long test 1
+        long_test1 = self.build_operands('acdf,jbje,gihb,hfac,gfac,gifabc,hfac')
+        path, path_str = np.einsum_path(*long_test1, optimize='greedy')
+        self.assert_path_equal(path, ['einsum_path',
+                                      (3, 6), (3, 4), (2, 4), (2, 3), (0, 2), (0, 1)])
+
+        path, path_str = np.einsum_path(*long_test1, optimize='optimal')
+        self.assert_path_equal(path, ['einsum_path',
+                                      (3, 6), (3, 4), (2, 4), (2, 3), (0, 2), (0, 1)])
+
+        # Long test 2
+        long_test2 = self.build_operands('chd,bde,agbc,hiad,bdi,cgh,agdb')
+        path, path_str = np.einsum_path(*long_test2, optimize='greedy')
+        self.assert_path_equal(path, ['einsum_path',
+                                      (3, 4), (0, 3), (3, 4), (1, 3), (1, 2), (0, 1)])
+
+        path, path_str = np.einsum_path(*long_test2, optimize='optimal')
+        self.assert_path_equal(path, ['einsum_path',
+                                      (0, 5), (1, 4), (3, 4), (1, 3), (1, 2), (0, 1)])
+
+    def test_edge_paths(self):
+        # Difficult edge cases
+
+        # Edge test1
+        edge_test1 = self.build_operands('eb,cb,fb->cef')
+        path, path_str = np.einsum_path(*edge_test1, optimize='greedy')
+        self.assert_path_equal(path, ['einsum_path', (0, 2), (0, 1)])
+
+        path, path_str = np.einsum_path(*edge_test1, optimize='optimal')
+        self.assert_path_equal(path, ['einsum_path', (0, 2), (0, 1)])
+
+        # Edge test2
+        edge_test2 = self.build_operands('dd,fb,be,cdb->cef')
+        path, path_str = np.einsum_path(*edge_test2, optimize='greedy')
+        self.assert_path_equal(path, ['einsum_path', (0, 3), (0, 1), (0, 1)])
+
+        path, path_str = np.einsum_path(*edge_test2, optimize='optimal')
+        self.assert_path_equal(path, ['einsum_path', (0, 3), (0, 1), (0, 1)])
+
+        # Edge test3
+        edge_test3 = self.build_operands('bca,cdb,dbf,afc->')
+        path, path_str = np.einsum_path(*edge_test3, optimize='greedy')
+        self.assert_path_equal(path, ['einsum_path', (1, 2), (0, 2), (0, 1)])
+
+        path, path_str = np.einsum_path(*edge_test3, optimize='optimal')
+        self.assert_path_equal(path, ['einsum_path', (1, 2), (0, 2), (0, 1)])
+
+        # Edge test4
+        edge_test4 = self.build_operands('dcc,fce,ea,dbf->ab')
+        path, path_str = np.einsum_path(*edge_test4, optimize='greedy')
+        self.assert_path_equal(path, ['einsum_path', (1, 2), (0, 1), (0, 1)])
+
+        path, path_str = np.einsum_path(*edge_test4, optimize='optimal')
+        self.assert_path_equal(path, ['einsum_path', (1, 2), (0, 2), (0, 1)])
+
+        # Edge test5
+        edge_test4 = self.build_operands('a,ac,ab,ad,cd,bd,bc->',
+                                         size_dict={"a": 20, "b": 20, "c": 20, "d": 20})
+        path, path_str = np.einsum_path(*edge_test4, optimize='greedy')
+        self.assert_path_equal(path, ['einsum_path', (0, 1), (0, 1, 2, 3, 4, 5)])
+
+        path, path_str = np.einsum_path(*edge_test4, optimize='optimal')
+        self.assert_path_equal(path, ['einsum_path', (0, 1), (0, 1, 2, 3, 4, 5)])
+
+    def test_path_type_input(self):
+        # Test explicit path handling
+        path_test = self.build_operands('dcc,fce,ea,dbf->ab')
+
+        path, path_str = np.einsum_path(*path_test, optimize=False)
+        self.assert_path_equal(path, ['einsum_path', (0, 1, 2, 3)])
+
+        path, path_str = np.einsum_path(*path_test, optimize=True)
+        self.assert_path_equal(path, ['einsum_path', (1, 2), (0, 1), (0, 1)])
+
+        exp_path = ['einsum_path', (0, 2), (0, 2), (0, 1)]
+        path, path_str = np.einsum_path(*path_test, optimize=exp_path)
+        self.assert_path_equal(path, exp_path)
+
+        # Double check einsum works on the input path
+        noopt = np.einsum(*path_test, optimize=False)
+        opt = np.einsum(*path_test, optimize=exp_path)
+        assert_almost_equal(noopt, opt)
+
+    def test_path_type_input_internal_trace(self):
+        #gh-20962
+        path_test = self.build_operands('cab,cdd->ab')
+        exp_path = ['einsum_path', (1,), (0, 1)]
+
+        path, path_str = np.einsum_path(*path_test, optimize=exp_path)
+        self.assert_path_equal(path, exp_path)
+
+        # Double check einsum works on the input path
+        noopt = np.einsum(*path_test, optimize=False)
+        opt = np.einsum(*path_test, optimize=exp_path)
+        assert_almost_equal(noopt, opt)
+
+    def test_path_type_input_invalid(self):
+        path_test = self.build_operands('ab,bc,cd,de->ae')
+        exp_path = ['einsum_path', (2, 3), (0, 1)]
+        assert_raises(RuntimeError, np.einsum, *path_test, optimize=exp_path)
+        assert_raises(
+            RuntimeError, np.einsum_path, *path_test, optimize=exp_path)
+
+        path_test = self.build_operands('a,a,a->a')
+        exp_path = ['einsum_path', (1,), (0, 1)]
+        assert_raises(RuntimeError, np.einsum, *path_test, optimize=exp_path)
+        assert_raises(
+            RuntimeError, np.einsum_path, *path_test, optimize=exp_path)
+
+    def test_spaces(self):
+        #gh-10794
+        arr = np.array([[1]])
+        for sp in itertools.product(['', ' '], repeat=4):
+            # no error for any spacing
+            np.einsum('{}...a{}->{}...a{}'.format(*sp), arr)
+
+def test_overlap():
+    a = np.arange(9, dtype=int).reshape(3, 3)
+    b = np.arange(9, dtype=int).reshape(3, 3)
+    d = np.dot(a, b)
+    # sanity check
+    c = np.einsum('ij,jk->ik', a, b)
+    assert_equal(c, d)
+    #gh-10080, out overlaps one of the operands
+    c = np.einsum('ij,jk->ik', a, b, out=b)
+    assert_equal(c, d)
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_errstate.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_errstate.py
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+/home/runner/.cache/pip/pool/d7/db/b3/5b73d2c908900feb069da21c5657b787b3f62dbcf108464ab77b52ebbf
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_extint128.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_extint128.py
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+/home/runner/.cache/pip/pool/80/26/5f/0303ce6fe1754cbb0411e0c8d1a9906301e4fbad3e3978b471c66bad9f
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_function_base.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_function_base.py
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+/home/runner/.cache/pip/pool/33/25/fc/4d23a1db9d4d7c2e8cf0b1c5a5cfa8a158ff8df3fe57a974d05e706fb3
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_getlimits.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_getlimits.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_half.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_half.py
new file mode 120000
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1f/dd/59/36318f10d3d036e0ee5c7d069c9957d821b9cfe280d1b039d9e7b5efb9
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_hashtable.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_hashtable.py
new file mode 120000
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/65/5f/07/2fc3640e7a1065f9e37bb04fd1fc88a787d216a8cab10738d0f6938207
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_indexerrors.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_indexerrors.py
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+/home/runner/.cache/pip/pool/90/df/71/2e5e85553ce623b7ee9a7fdcb99de4d289979d37ad82d0a73d8e3872fc
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_indexing.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_indexing.py
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+/home/runner/.cache/pip/pool/97/89/69/49148a98b5a97d3eaf7ec237e849d33809d4d6eb6f4d989eb378268732
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_item_selection.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_item_selection.py
new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_limited_api.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_limited_api.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_longdouble.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_longdouble.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_machar.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_machar.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_mem_overlap.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_mem_overlap.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_mem_policy.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_mem_policy.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_memmap.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_memmap.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_multiarray.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_multiarray.py
new file mode 100644
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_multiarray.py
@@ -0,0 +1,9662 @@
+import collections.abc
+import tempfile
+import sys
+import warnings
+import operator
+import io
+import itertools
+import functools
+import ctypes
+import os
+import gc
+import weakref
+import pytest
+from contextlib import contextmanager
+
+from numpy.compat import pickle
+
+import pathlib
+import builtins
+from decimal import Decimal
+import mmap
+
+import numpy as np
+import numpy.core._multiarray_tests as _multiarray_tests
+from numpy.core._rational_tests import rational
+from numpy.testing import (
+    assert_, assert_raises, assert_warns, assert_equal, assert_almost_equal,
+    assert_array_equal, assert_raises_regex, assert_array_almost_equal,
+    assert_allclose, IS_PYPY, IS_PYSTON, HAS_REFCOUNT, assert_array_less,
+    runstring, temppath, suppress_warnings, break_cycles,
+    )
+from numpy.testing._private.utils import _no_tracing
+from numpy.core.tests._locales import CommaDecimalPointLocale
+from numpy.lib.recfunctions import repack_fields
+
+# Need to test an object that does not fully implement math interface
+from datetime import timedelta, datetime
+
+
+def _aligned_zeros(shape, dtype=float, order="C", align=None):
+    """
+    Allocate a new ndarray with aligned memory.
+
+    The ndarray is guaranteed *not* aligned to twice the requested alignment.
+    Eg, if align=4, guarantees it is not aligned to 8. If align=None uses
+    dtype.alignment."""
+    dtype = np.dtype(dtype)
+    if dtype == np.dtype(object):
+        # Can't do this, fall back to standard allocation (which
+        # should always be sufficiently aligned)
+        if align is not None:
+            raise ValueError("object array alignment not supported")
+        return np.zeros(shape, dtype=dtype, order=order)
+    if align is None:
+        align = dtype.alignment
+    if not hasattr(shape, '__len__'):
+        shape = (shape,)
+    size = functools.reduce(operator.mul, shape) * dtype.itemsize
+    buf = np.empty(size + 2*align + 1, np.uint8)
+
+    ptr = buf.__array_interface__['data'][0]
+    offset = ptr % align
+    if offset != 0:
+        offset = align - offset
+    if (ptr % (2*align)) == 0:
+        offset += align
+
+    # Note: slices producing 0-size arrays do not necessarily change
+    # data pointer --- so we use and allocate size+1
+    buf = buf[offset:offset+size+1][:-1]
+    data = np.ndarray(shape, dtype, buf, order=order)
+    data.fill(0)
+    return data
+
+
+class TestFlags:
+    def setup(self):
+        self.a = np.arange(10)
+
+    def test_writeable(self):
+        mydict = locals()
+        self.a.flags.writeable = False
+        assert_raises(ValueError, runstring, 'self.a[0] = 3', mydict)
+        assert_raises(ValueError, runstring, 'self.a[0:1].itemset(3)', mydict)
+        self.a.flags.writeable = True
+        self.a[0] = 5
+        self.a[0] = 0
+
+    def test_writeable_any_base(self):
+        # Ensure that any base being writeable is sufficient to change flag;
+        # this is especially interesting for arrays from an array interface.
+        arr = np.arange(10)
+
+        class subclass(np.ndarray):
+            pass
+
+        # Create subclass so base will not be collapsed, this is OK to change
+        view1 = arr.view(subclass)
+        view2 = view1[...]
+        arr.flags.writeable = False
+        view2.flags.writeable = False
+        view2.flags.writeable = True  # Can be set to True again.
+
+        arr = np.arange(10)
+
+        class frominterface:
+            def __init__(self, arr):
+                self.arr = arr
+                self.__array_interface__ = arr.__array_interface__
+
+        view1 = np.asarray(frominterface)
+        view2 = view1[...]
+        view2.flags.writeable = False
+        view2.flags.writeable = True
+
+        view1.flags.writeable = False
+        view2.flags.writeable = False
+        with assert_raises(ValueError):
+            # Must assume not writeable, since only base is not:
+            view2.flags.writeable = True
+
+    def test_writeable_from_readonly(self):
+        # gh-9440 - make sure fromstring, from buffer on readonly buffers
+        # set writeable False
+        data = b'\x00' * 100
+        vals = np.frombuffer(data, 'B')
+        assert_raises(ValueError, vals.setflags, write=True)
+        types = np.dtype( [('vals', 'u1'), ('res3', 'S4')] )
+        values = np.core.records.fromstring(data, types)
+        vals = values['vals']
+        assert_raises(ValueError, vals.setflags, write=True)
+
+    def test_writeable_from_buffer(self):
+        data = bytearray(b'\x00' * 100)
+        vals = np.frombuffer(data, 'B')
+        assert_(vals.flags.writeable)
+        vals.setflags(write=False)
+        assert_(vals.flags.writeable is False)
+        vals.setflags(write=True)
+        assert_(vals.flags.writeable)
+        types = np.dtype( [('vals', 'u1'), ('res3', 'S4')] )
+        values = np.core.records.fromstring(data, types)
+        vals = values['vals']
+        assert_(vals.flags.writeable)
+        vals.setflags(write=False)
+        assert_(vals.flags.writeable is False)
+        vals.setflags(write=True)
+        assert_(vals.flags.writeable)
+
+    @pytest.mark.skipif(IS_PYPY, reason="PyPy always copies")
+    def test_writeable_pickle(self):
+        import pickle
+        # Small arrays will be copied without setting base.
+        # See condition for using PyArray_SetBaseObject in
+        # array_setstate.
+        a = np.arange(1000)
+        for v in range(pickle.HIGHEST_PROTOCOL):
+            vals = pickle.loads(pickle.dumps(a, v))
+            assert_(vals.flags.writeable)
+            assert_(isinstance(vals.base, bytes))
+
+    def test_writeable_from_c_data(self):
+        # Test that the writeable flag can be changed for an array wrapping
+        # low level C-data, but not owning its data.
+        # Also see that this is deprecated to change from python.
+        from numpy.core._multiarray_tests import get_c_wrapping_array
+
+        arr_writeable = get_c_wrapping_array(True)
+        assert not arr_writeable.flags.owndata
+        assert arr_writeable.flags.writeable
+        view = arr_writeable[...]
+
+        # Toggling the writeable flag works on the view:
+        view.flags.writeable = False
+        assert not view.flags.writeable
+        view.flags.writeable = True
+        assert view.flags.writeable
+        # Flag can be unset on the arr_writeable:
+        arr_writeable.flags.writeable = False
+
+        arr_readonly = get_c_wrapping_array(False)
+        assert not arr_readonly.flags.owndata
+        assert not arr_readonly.flags.writeable
+
+        for arr in [arr_writeable, arr_readonly]:
+            view = arr[...]
+            view.flags.writeable = False  # make sure it is readonly
+            arr.flags.writeable = False
+            assert not arr.flags.writeable
+
+            with assert_raises(ValueError):
+                view.flags.writeable = True
+
+            with warnings.catch_warnings():
+                warnings.simplefilter("error", DeprecationWarning)
+                with assert_raises(DeprecationWarning):
+                    arr.flags.writeable = True
+
+            with assert_warns(DeprecationWarning):
+                arr.flags.writeable = True
+
+    def test_warnonwrite(self):
+        a = np.arange(10)
+        a.flags._warn_on_write = True
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always')
+            a[1] = 10
+            a[2] = 10
+            # only warn once
+            assert_(len(w) == 1)
+
+    @pytest.mark.parametrize(["flag", "flag_value", "writeable"],
+            [("writeable", True, True),
+             # Delete _warn_on_write after deprecation and simplify
+             # the parameterization:
+             ("_warn_on_write", True, False),
+             ("writeable", False, False)])
+    def test_readonly_flag_protocols(self, flag, flag_value, writeable):
+        a = np.arange(10)
+        setattr(a.flags, flag, flag_value)
+
+        class MyArr():
+            __array_struct__ = a.__array_struct__
+
+        assert memoryview(a).readonly is not writeable
+        assert a.__array_interface__['data'][1] is not writeable
+        assert np.asarray(MyArr()).flags.writeable is writeable
+
+    def test_otherflags(self):
+        assert_equal(self.a.flags.carray, True)
+        assert_equal(self.a.flags['C'], True)
+        assert_equal(self.a.flags.farray, False)
+        assert_equal(self.a.flags.behaved, True)
+        assert_equal(self.a.flags.fnc, False)
+        assert_equal(self.a.flags.forc, True)
+        assert_equal(self.a.flags.owndata, True)
+        assert_equal(self.a.flags.writeable, True)
+        assert_equal(self.a.flags.aligned, True)
+        assert_equal(self.a.flags.writebackifcopy, False)
+        assert_equal(self.a.flags['X'], False)
+        assert_equal(self.a.flags['WRITEBACKIFCOPY'], False)
+
+    def test_string_align(self):
+        a = np.zeros(4, dtype=np.dtype('|S4'))
+        assert_(a.flags.aligned)
+        # not power of two are accessed byte-wise and thus considered aligned
+        a = np.zeros(5, dtype=np.dtype('|S4'))
+        assert_(a.flags.aligned)
+
+    def test_void_align(self):
+        a = np.zeros(4, dtype=np.dtype([("a", "i4"), ("b", "i4")]))
+        assert_(a.flags.aligned)
+
+
+class TestHash:
+    # see #3793
+    def test_int(self):
+        for st, ut, s in [(np.int8, np.uint8, 8),
+                          (np.int16, np.uint16, 16),
+                          (np.int32, np.uint32, 32),
+                          (np.int64, np.uint64, 64)]:
+            for i in range(1, s):
+                assert_equal(hash(st(-2**i)), hash(-2**i),
+                             err_msg="%r: -2**%d" % (st, i))
+                assert_equal(hash(st(2**(i - 1))), hash(2**(i - 1)),
+                             err_msg="%r: 2**%d" % (st, i - 1))
+                assert_equal(hash(st(2**i - 1)), hash(2**i - 1),
+                             err_msg="%r: 2**%d - 1" % (st, i))
+
+                i = max(i - 1, 1)
+                assert_equal(hash(ut(2**(i - 1))), hash(2**(i - 1)),
+                             err_msg="%r: 2**%d" % (ut, i - 1))
+                assert_equal(hash(ut(2**i - 1)), hash(2**i - 1),
+                             err_msg="%r: 2**%d - 1" % (ut, i))
+
+
+class TestAttributes:
+    def setup(self):
+        self.one = np.arange(10)
+        self.two = np.arange(20).reshape(4, 5)
+        self.three = np.arange(60, dtype=np.float64).reshape(2, 5, 6)
+
+    def test_attributes(self):
+        assert_equal(self.one.shape, (10,))
+        assert_equal(self.two.shape, (4, 5))
+        assert_equal(self.three.shape, (2, 5, 6))
+        self.three.shape = (10, 3, 2)
+        assert_equal(self.three.shape, (10, 3, 2))
+        self.three.shape = (2, 5, 6)
+        assert_equal(self.one.strides, (self.one.itemsize,))
+        num = self.two.itemsize
+        assert_equal(self.two.strides, (5*num, num))
+        num = self.three.itemsize
+        assert_equal(self.three.strides, (30*num, 6*num, num))
+        assert_equal(self.one.ndim, 1)
+        assert_equal(self.two.ndim, 2)
+        assert_equal(self.three.ndim, 3)
+        num = self.two.itemsize
+        assert_equal(self.two.size, 20)
+        assert_equal(self.two.nbytes, 20*num)
+        assert_equal(self.two.itemsize, self.two.dtype.itemsize)
+        assert_equal(self.two.base, np.arange(20))
+
+    def test_dtypeattr(self):
+        assert_equal(self.one.dtype, np.dtype(np.int_))
+        assert_equal(self.three.dtype, np.dtype(np.float_))
+        assert_equal(self.one.dtype.char, 'l')
+        assert_equal(self.three.dtype.char, 'd')
+        assert_(self.three.dtype.str[0] in '<>')
+        assert_equal(self.one.dtype.str[1], 'i')
+        assert_equal(self.three.dtype.str[1], 'f')
+
+    def test_int_subclassing(self):
+        # Regression test for https://github.com/numpy/numpy/pull/3526
+
+        numpy_int = np.int_(0)
+
+        # int_ doesn't inherit from Python int, because it's not fixed-width
+        assert_(not isinstance(numpy_int, int))
+
+    def test_stridesattr(self):
+        x = self.one
+
+        def make_array(size, offset, strides):
+            return np.ndarray(size, buffer=x, dtype=int,
+                              offset=offset*x.itemsize,
+                              strides=strides*x.itemsize)
+
+        assert_equal(make_array(4, 4, -1), np.array([4, 3, 2, 1]))
+        assert_raises(ValueError, make_array, 4, 4, -2)
+        assert_raises(ValueError, make_array, 4, 2, -1)
+        assert_raises(ValueError, make_array, 8, 3, 1)
+        assert_equal(make_array(8, 3, 0), np.array([3]*8))
+        # Check behavior reported in gh-2503:
+        assert_raises(ValueError, make_array, (2, 3), 5, np.array([-2, -3]))
+        make_array(0, 0, 10)
+
+    def test_set_stridesattr(self):
+        x = self.one
+
+        def make_array(size, offset, strides):
+            try:
+                r = np.ndarray([size], dtype=int, buffer=x,
+                               offset=offset*x.itemsize)
+            except Exception as e:
+                raise RuntimeError(e)
+            r.strides = strides = strides*x.itemsize
+            return r
+
+        assert_equal(make_array(4, 4, -1), np.array([4, 3, 2, 1]))
+        assert_equal(make_array(7, 3, 1), np.array([3, 4, 5, 6, 7, 8, 9]))
+        assert_raises(ValueError, make_array, 4, 4, -2)
+        assert_raises(ValueError, make_array, 4, 2, -1)
+        assert_raises(RuntimeError, make_array, 8, 3, 1)
+        # Check that the true extent of the array is used.
+        # Test relies on as_strided base not exposing a buffer.
+        x = np.lib.stride_tricks.as_strided(np.arange(1), (10, 10), (0, 0))
+
+        def set_strides(arr, strides):
+            arr.strides = strides
+
+        assert_raises(ValueError, set_strides, x, (10*x.itemsize, x.itemsize))
+
+        # Test for offset calculations:
+        x = np.lib.stride_tricks.as_strided(np.arange(10, dtype=np.int8)[-1],
+                                                    shape=(10,), strides=(-1,))
+        assert_raises(ValueError, set_strides, x[::-1], -1)
+        a = x[::-1]
+        a.strides = 1
+        a[::2].strides = 2
+
+        # test 0d
+        arr_0d = np.array(0)
+        arr_0d.strides = ()
+        assert_raises(TypeError, set_strides, arr_0d, None)
+
+    def test_fill(self):
+        for t in "?bhilqpBHILQPfdgFDGO":
+            x = np.empty((3, 2, 1), t)
+            y = np.empty((3, 2, 1), t)
+            x.fill(1)
+            y[...] = 1
+            assert_equal(x, y)
+
+    def test_fill_max_uint64(self):
+        x = np.empty((3, 2, 1), dtype=np.uint64)
+        y = np.empty((3, 2, 1), dtype=np.uint64)
+        value = 2**64 - 1
+        y[...] = value
+        x.fill(value)
+        assert_array_equal(x, y)
+
+    def test_fill_struct_array(self):
+        # Filling from a scalar
+        x = np.array([(0, 0.0), (1, 1.0)], dtype='i4,f8')
+        x.fill(x[0])
+        assert_equal(x['f1'][1], x['f1'][0])
+        # Filling from a tuple that can be converted
+        # to a scalar
+        x = np.zeros(2, dtype=[('a', 'f8'), ('b', 'i4')])
+        x.fill((3.5, -2))
+        assert_array_equal(x['a'], [3.5, 3.5])
+        assert_array_equal(x['b'], [-2, -2])
+
+
+class TestArrayConstruction:
+    def test_array(self):
+        d = np.ones(6)
+        r = np.array([d, d])
+        assert_equal(r, np.ones((2, 6)))
+
+        d = np.ones(6)
+        tgt = np.ones((2, 6))
+        r = np.array([d, d])
+        assert_equal(r, tgt)
+        tgt[1] = 2
+        r = np.array([d, d + 1])
+        assert_equal(r, tgt)
+
+        d = np.ones(6)
+        r = np.array([[d, d]])
+        assert_equal(r, np.ones((1, 2, 6)))
+
+        d = np.ones(6)
+        r = np.array([[d, d], [d, d]])
+        assert_equal(r, np.ones((2, 2, 6)))
+
+        d = np.ones((6, 6))
+        r = np.array([d, d])
+        assert_equal(r, np.ones((2, 6, 6)))
+
+        d = np.ones((6, ))
+        r = np.array([[d, d + 1], d + 2], dtype=object)
+        assert_equal(len(r), 2)
+        assert_equal(r[0], [d, d + 1])
+        assert_equal(r[1], d + 2)
+
+        tgt = np.ones((2, 3), dtype=bool)
+        tgt[0, 2] = False
+        tgt[1, 0:2] = False
+        r = np.array([[True, True, False], [False, False, True]])
+        assert_equal(r, tgt)
+        r = np.array([[True, False], [True, False], [False, True]])
+        assert_equal(r, tgt.T)
+
+    def test_array_empty(self):
+        assert_raises(TypeError, np.array)
+
+    def test_0d_array_shape(self):
+        assert np.ones(np.array(3)).shape == (3,)
+
+    def test_array_copy_false(self):
+        d = np.array([1, 2, 3])
+        e = np.array(d, copy=False)
+        d[1] = 3
+        assert_array_equal(e, [1, 3, 3])
+        e = np.array(d, copy=False, order='F')
+        d[1] = 4
+        assert_array_equal(e, [1, 4, 3])
+        e[2] = 7
+        assert_array_equal(d, [1, 4, 7])
+
+    def test_array_copy_true(self):
+        d = np.array([[1,2,3], [1, 2, 3]])
+        e = np.array(d, copy=True)
+        d[0, 1] = 3
+        e[0, 2] = -7
+        assert_array_equal(e, [[1, 2, -7], [1, 2, 3]])
+        assert_array_equal(d, [[1, 3, 3], [1, 2, 3]])
+        e = np.array(d, copy=True, order='F')
+        d[0, 1] = 5
+        e[0, 2] = 7
+        assert_array_equal(e, [[1, 3, 7], [1, 2, 3]])
+        assert_array_equal(d, [[1, 5, 3], [1,2,3]])
+
+    def test_array_cont(self):
+        d = np.ones(10)[::2]
+        assert_(np.ascontiguousarray(d).flags.c_contiguous)
+        assert_(np.ascontiguousarray(d).flags.f_contiguous)
+        assert_(np.asfortranarray(d).flags.c_contiguous)
+        assert_(np.asfortranarray(d).flags.f_contiguous)
+        d = np.ones((10, 10))[::2,::2]
+        assert_(np.ascontiguousarray(d).flags.c_contiguous)
+        assert_(np.asfortranarray(d).flags.f_contiguous)
+
+    @pytest.mark.parametrize("func",
+            [np.array,
+             np.asarray,
+             np.asanyarray,
+             np.ascontiguousarray,
+             np.asfortranarray])
+    def test_bad_arguments_error(self, func):
+        with pytest.raises(TypeError):
+            func(3, dtype="bad dtype")
+        with pytest.raises(TypeError):
+            func()  # missing arguments
+        with pytest.raises(TypeError):
+            func(1, 2, 3, 4, 5, 6, 7, 8)  # too many arguments
+
+    @pytest.mark.parametrize("func",
+            [np.array,
+             np.asarray,
+             np.asanyarray,
+             np.ascontiguousarray,
+             np.asfortranarray])
+    def test_array_as_keyword(self, func):
+        # This should likely be made positional only, but do not change
+        # the name accidentally.
+        if func is np.array:
+            func(object=3)
+        else:
+            func(a=3)
+
+
+class TestAssignment:
+    def test_assignment_broadcasting(self):
+        a = np.arange(6).reshape(2, 3)
+
+        # Broadcasting the input to the output
+        a[...] = np.arange(3)
+        assert_equal(a, [[0, 1, 2], [0, 1, 2]])
+        a[...] = np.arange(2).reshape(2, 1)
+        assert_equal(a, [[0, 0, 0], [1, 1, 1]])
+
+        # For compatibility with <= 1.5, a limited version of broadcasting
+        # the output to the input.
+        #
+        # This behavior is inconsistent with NumPy broadcasting
+        # in general, because it only uses one of the two broadcasting
+        # rules (adding a new "1" dimension to the left of the shape),
+        # applied to the output instead of an input. In NumPy 2.0, this kind
+        # of broadcasting assignment will likely be disallowed.
+        a[...] = np.arange(6)[::-1].reshape(1, 2, 3)
+        assert_equal(a, [[5, 4, 3], [2, 1, 0]])
+        # The other type of broadcasting would require a reduction operation.
+
+        def assign(a, b):
+            a[...] = b
+
+        assert_raises(ValueError, assign, a, np.arange(12).reshape(2, 2, 3))
+
+    def test_assignment_errors(self):
+        # Address issue #2276
+        class C:
+            pass
+        a = np.zeros(1)
+
+        def assign(v):
+            a[0] = v
+
+        assert_raises((AttributeError, TypeError), assign, C())
+        assert_raises(ValueError, assign, [1])
+
+    def test_unicode_assignment(self):
+        # gh-5049
+        from numpy.core.numeric import set_string_function
+
+        @contextmanager
+        def inject_str(s):
+            """ replace ndarray.__str__ temporarily """
+            set_string_function(lambda x: s, repr=False)
+            try:
+                yield
+            finally:
+                set_string_function(None, repr=False)
+
+        a1d = np.array([u'test'])
+        a0d = np.array(u'done')
+        with inject_str(u'bad'):
+            a1d[0] = a0d  # previously this would invoke __str__
+        assert_equal(a1d[0], u'done')
+
+        # this would crash for the same reason
+        np.array([np.array(u'\xe5\xe4\xf6')])
+
+    def test_stringlike_empty_list(self):
+        # gh-8902
+        u = np.array([u'done'])
+        b = np.array([b'done'])
+
+        class bad_sequence:
+            def __getitem__(self): pass
+            def __len__(self): raise RuntimeError
+
+        assert_raises(ValueError, operator.setitem, u, 0, [])
+        assert_raises(ValueError, operator.setitem, b, 0, [])
+
+        assert_raises(ValueError, operator.setitem, u, 0, bad_sequence())
+        assert_raises(ValueError, operator.setitem, b, 0, bad_sequence())
+
+    def test_longdouble_assignment(self):
+        # only relevant if longdouble is larger than float
+        # we're looking for loss of precision
+
+        for dtype in (np.longdouble, np.longcomplex):
+            # gh-8902
+            tinyb = np.nextafter(np.longdouble(0), 1).astype(dtype)
+            tinya = np.nextafter(np.longdouble(0), -1).astype(dtype)
+
+            # construction
+            tiny1d = np.array([tinya])
+            assert_equal(tiny1d[0], tinya)
+
+            # scalar = scalar
+            tiny1d[0] = tinyb
+            assert_equal(tiny1d[0], tinyb)
+
+            # 0d = scalar
+            tiny1d[0, ...] = tinya
+            assert_equal(tiny1d[0], tinya)
+
+            # 0d = 0d
+            tiny1d[0, ...] = tinyb[...]
+            assert_equal(tiny1d[0], tinyb)
+
+            # scalar = 0d
+            tiny1d[0] = tinyb[...]
+            assert_equal(tiny1d[0], tinyb)
+
+            arr = np.array([np.array(tinya)])
+            assert_equal(arr[0], tinya)
+
+    def test_cast_to_string(self):
+        # cast to str should do "str(scalar)", not "str(scalar.item())"
+        # Example: In python2, str(float) is truncated, so we want to avoid
+        # str(np.float64(...).item()) as this would incorrectly truncate.
+        a = np.zeros(1, dtype='S20')
+        a[:] = np.array(['1.12345678901234567890'], dtype='f8')
+        assert_equal(a[0], b"1.1234567890123457")
+
+
+class TestDtypedescr:
+    def test_construction(self):
+        d1 = np.dtype('i4')
+        assert_equal(d1, np.dtype(np.int32))
+        d2 = np.dtype('f8')
+        assert_equal(d2, np.dtype(np.float64))
+
+    def test_byteorders(self):
+        assert_(np.dtype('<i4') != np.dtype('>i4'))
+        assert_(np.dtype([('a', '<i4')]) != np.dtype([('a', '>i4')]))
+
+    def test_structured_non_void(self):
+        fields = [('a', '<i2'), ('b', '<i2')]
+        dt_int = np.dtype(('i4', fields))
+        assert_equal(str(dt_int), "(numpy.int32, [('a', '<i2'), ('b', '<i2')])")
+
+        # gh-9821
+        arr_int = np.zeros(4, dt_int)
+        assert_equal(repr(arr_int),
+            "array([0, 0, 0, 0], dtype=(numpy.int32, [('a', '<i2'), ('b', '<i2')]))")
+
+
+class TestZeroRank:
+    def setup(self):
+        self.d = np.array(0), np.array('x', object)
+
+    def test_ellipsis_subscript(self):
+        a, b = self.d
+        assert_equal(a[...], 0)
+        assert_equal(b[...], 'x')
+        assert_(a[...].base is a)  # `a[...] is a` in numpy <1.9.
+        assert_(b[...].base is b)  # `b[...] is b` in numpy <1.9.
+
+    def test_empty_subscript(self):
+        a, b = self.d
+        assert_equal(a[()], 0)
+        assert_equal(b[()], 'x')
+        assert_(type(a[()]) is a.dtype.type)
+        assert_(type(b[()]) is str)
+
+    def test_invalid_subscript(self):
+        a, b = self.d
+        assert_raises(IndexError, lambda x: x[0], a)
+        assert_raises(IndexError, lambda x: x[0], b)
+        assert_raises(IndexError, lambda x: x[np.array([], int)], a)
+        assert_raises(IndexError, lambda x: x[np.array([], int)], b)
+
+    def test_ellipsis_subscript_assignment(self):
+        a, b = self.d
+        a[...] = 42
+        assert_equal(a, 42)
+        b[...] = ''
+        assert_equal(b.item(), '')
+
+    def test_empty_subscript_assignment(self):
+        a, b = self.d
+        a[()] = 42
+        assert_equal(a, 42)
+        b[()] = ''
+        assert_equal(b.item(), '')
+
+    def test_invalid_subscript_assignment(self):
+        a, b = self.d
+
+        def assign(x, i, v):
+            x[i] = v
+
+        assert_raises(IndexError, assign, a, 0, 42)
+        assert_raises(IndexError, assign, b, 0, '')
+        assert_raises(ValueError, assign, a, (), '')
+
+    def test_newaxis(self):
+        a, b = self.d
+        assert_equal(a[np.newaxis].shape, (1,))
+        assert_equal(a[..., np.newaxis].shape, (1,))
+        assert_equal(a[np.newaxis, ...].shape, (1,))
+        assert_equal(a[..., np.newaxis].shape, (1,))
+        assert_equal(a[np.newaxis, ..., np.newaxis].shape, (1, 1))
+        assert_equal(a[..., np.newaxis, np.newaxis].shape, (1, 1))
+        assert_equal(a[np.newaxis, np.newaxis, ...].shape, (1, 1))
+        assert_equal(a[(np.newaxis,)*10].shape, (1,)*10)
+
+    def test_invalid_newaxis(self):
+        a, b = self.d
+
+        def subscript(x, i):
+            x[i]
+
+        assert_raises(IndexError, subscript, a, (np.newaxis, 0))
+        assert_raises(IndexError, subscript, a, (np.newaxis,)*50)
+
+    def test_constructor(self):
+        x = np.ndarray(())
+        x[()] = 5
+        assert_equal(x[()], 5)
+        y = np.ndarray((), buffer=x)
+        y[()] = 6
+        assert_equal(x[()], 6)
+
+        # strides and shape must be the same length
+        with pytest.raises(ValueError):
+            np.ndarray((2,), strides=())
+        with pytest.raises(ValueError):
+            np.ndarray((), strides=(2,))
+
+    def test_output(self):
+        x = np.array(2)
+        assert_raises(ValueError, np.add, x, [1], x)
+
+    def test_real_imag(self):
+        # contiguity checks are for gh-11245
+        x = np.array(1j)
+        xr = x.real
+        xi = x.imag
+
+        assert_equal(xr, np.array(0))
+        assert_(type(xr) is np.ndarray)
+        assert_equal(xr.flags.contiguous, True)
+        assert_equal(xr.flags.f_contiguous, True)
+
+        assert_equal(xi, np.array(1))
+        assert_(type(xi) is np.ndarray)
+        assert_equal(xi.flags.contiguous, True)
+        assert_equal(xi.flags.f_contiguous, True)
+
+
+class TestScalarIndexing:
+    def setup(self):
+        self.d = np.array([0, 1])[0]
+
+    def test_ellipsis_subscript(self):
+        a = self.d
+        assert_equal(a[...], 0)
+        assert_equal(a[...].shape, ())
+
+    def test_empty_subscript(self):
+        a = self.d
+        assert_equal(a[()], 0)
+        assert_equal(a[()].shape, ())
+
+    def test_invalid_subscript(self):
+        a = self.d
+        assert_raises(IndexError, lambda x: x[0], a)
+        assert_raises(IndexError, lambda x: x[np.array([], int)], a)
+
+    def test_invalid_subscript_assignment(self):
+        a = self.d
+
+        def assign(x, i, v):
+            x[i] = v
+
+        assert_raises(TypeError, assign, a, 0, 42)
+
+    def test_newaxis(self):
+        a = self.d
+        assert_equal(a[np.newaxis].shape, (1,))
+        assert_equal(a[..., np.newaxis].shape, (1,))
+        assert_equal(a[np.newaxis, ...].shape, (1,))
+        assert_equal(a[..., np.newaxis].shape, (1,))
+        assert_equal(a[np.newaxis, ..., np.newaxis].shape, (1, 1))
+        assert_equal(a[..., np.newaxis, np.newaxis].shape, (1, 1))
+        assert_equal(a[np.newaxis, np.newaxis, ...].shape, (1, 1))
+        assert_equal(a[(np.newaxis,)*10].shape, (1,)*10)
+
+    def test_invalid_newaxis(self):
+        a = self.d
+
+        def subscript(x, i):
+            x[i]
+
+        assert_raises(IndexError, subscript, a, (np.newaxis, 0))
+        assert_raises(IndexError, subscript, a, (np.newaxis,)*50)
+
+    def test_overlapping_assignment(self):
+        # With positive strides
+        a = np.arange(4)
+        a[:-1] = a[1:]
+        assert_equal(a, [1, 2, 3, 3])
+
+        a = np.arange(4)
+        a[1:] = a[:-1]
+        assert_equal(a, [0, 0, 1, 2])
+
+        # With positive and negative strides
+        a = np.arange(4)
+        a[:] = a[::-1]
+        assert_equal(a, [3, 2, 1, 0])
+
+        a = np.arange(6).reshape(2, 3)
+        a[::-1,:] = a[:, ::-1]
+        assert_equal(a, [[5, 4, 3], [2, 1, 0]])
+
+        a = np.arange(6).reshape(2, 3)
+        a[::-1, ::-1] = a[:, ::-1]
+        assert_equal(a, [[3, 4, 5], [0, 1, 2]])
+
+        # With just one element overlapping
+        a = np.arange(5)
+        a[:3] = a[2:]
+        assert_equal(a, [2, 3, 4, 3, 4])
+
+        a = np.arange(5)
+        a[2:] = a[:3]
+        assert_equal(a, [0, 1, 0, 1, 2])
+
+        a = np.arange(5)
+        a[2::-1] = a[2:]
+        assert_equal(a, [4, 3, 2, 3, 4])
+
+        a = np.arange(5)
+        a[2:] = a[2::-1]
+        assert_equal(a, [0, 1, 2, 1, 0])
+
+        a = np.arange(5)
+        a[2::-1] = a[:1:-1]
+        assert_equal(a, [2, 3, 4, 3, 4])
+
+        a = np.arange(5)
+        a[:1:-1] = a[2::-1]
+        assert_equal(a, [0, 1, 0, 1, 2])
+
+
+class TestCreation:
+    """
+    Test the np.array constructor
+    """
+    def test_from_attribute(self):
+        class x:
+            def __array__(self, dtype=None):
+                pass
+
+        assert_raises(ValueError, np.array, x())
+
+    def test_from_string(self):
+        types = np.typecodes['AllInteger'] + np.typecodes['Float']
+        nstr = ['123', '123']
+        result = np.array([123, 123], dtype=int)
+        for type in types:
+            msg = 'String conversion for %s' % type
+            assert_equal(np.array(nstr, dtype=type), result, err_msg=msg)
+
+    def test_void(self):
+        arr = np.array([], dtype='V')
+        assert arr.dtype == 'V8'  # current default
+        # Same length scalars (those that go to the same void) work:
+        arr = np.array([b"1234", b"1234"], dtype="V")
+        assert arr.dtype == "V4"
+
+        # Promoting different lengths will fail (pre 1.20 this worked)
+        # by going via S5 and casting to V5.
+        with pytest.raises(TypeError):
+            np.array([b"1234", b"12345"], dtype="V")
+        with pytest.raises(TypeError):
+            np.array([b"12345", b"1234"], dtype="V")
+
+        # Check the same for the casting path:
+        arr = np.array([b"1234", b"1234"], dtype="O").astype("V")
+        assert arr.dtype == "V4"
+        with pytest.raises(TypeError):
+            np.array([b"1234", b"12345"], dtype="O").astype("V")
+
+    @pytest.mark.parametrize("idx",
+            [pytest.param(Ellipsis, id="arr"), pytest.param((), id="scalar")])
+    def test_structured_void_promotion(self, idx):
+        arr = np.array(
+            [np.array(1, dtype="i,i")[idx], np.array(2, dtype='i,i')[idx]],
+            dtype="V")
+        assert_array_equal(arr, np.array([(1, 1), (2, 2)], dtype="i,i"))
+        # The following fails to promote the two dtypes, resulting in an error
+        with pytest.raises(TypeError):
+            np.array(
+                [np.array(1, dtype="i,i")[idx], np.array(2, dtype='i,i,i')[idx]],
+                dtype="V")
+
+
+    def test_too_big_error(self):
+        # 45341 is the smallest integer greater than sqrt(2**31 - 1).
+        # 3037000500 is the smallest integer greater than sqrt(2**63 - 1).
+        # We want to make sure that the square byte array with those dimensions
+        # is too big on 32 or 64 bit systems respectively.
+        if np.iinfo('intp').max == 2**31 - 1:
+            shape = (46341, 46341)
+        elif np.iinfo('intp').max == 2**63 - 1:
+            shape = (3037000500, 3037000500)
+        else:
+            return
+        assert_raises(ValueError, np.empty, shape, dtype=np.int8)
+        assert_raises(ValueError, np.zeros, shape, dtype=np.int8)
+        assert_raises(ValueError, np.ones, shape, dtype=np.int8)
+
+    @pytest.mark.skipif(np.dtype(np.intp).itemsize != 8,
+                        reason="malloc may not fail on 32 bit systems")
+    def test_malloc_fails(self):
+        # This test is guaranteed to fail due to a too large allocation
+        with assert_raises(np.core._exceptions._ArrayMemoryError):
+            np.empty(np.iinfo(np.intp).max, dtype=np.uint8)
+
+    def test_zeros(self):
+        types = np.typecodes['AllInteger'] + np.typecodes['AllFloat']
+        for dt in types:
+            d = np.zeros((13,), dtype=dt)
+            assert_equal(np.count_nonzero(d), 0)
+            # true for ieee floats
+            assert_equal(d.sum(), 0)
+            assert_(not d.any())
+
+            d = np.zeros(2, dtype='(2,4)i4')
+            assert_equal(np.count_nonzero(d), 0)
+            assert_equal(d.sum(), 0)
+            assert_(not d.any())
+
+            d = np.zeros(2, dtype='4i4')
+            assert_equal(np.count_nonzero(d), 0)
+            assert_equal(d.sum(), 0)
+            assert_(not d.any())
+
+            d = np.zeros(2, dtype='(2,4)i4, (2,4)i4')
+            assert_equal(np.count_nonzero(d), 0)
+
+    @pytest.mark.slow
+    def test_zeros_big(self):
+        # test big array as they might be allocated different by the system
+        types = np.typecodes['AllInteger'] + np.typecodes['AllFloat']
+        for dt in types:
+            d = np.zeros((30 * 1024**2,), dtype=dt)
+            assert_(not d.any())
+            # This test can fail on 32-bit systems due to insufficient
+            # contiguous memory. Deallocating the previous array increases the
+            # chance of success.
+            del(d)
+
+    def test_zeros_obj(self):
+        # test initialization from PyLong(0)
+        d = np.zeros((13,), dtype=object)
+        assert_array_equal(d, [0] * 13)
+        assert_equal(np.count_nonzero(d), 0)
+
+    def test_zeros_obj_obj(self):
+        d = np.zeros(10, dtype=[('k', object, 2)])
+        assert_array_equal(d['k'], 0)
+
+    def test_zeros_like_like_zeros(self):
+        # test zeros_like returns the same as zeros
+        for c in np.typecodes['All']:
+            if c == 'V':
+                continue
+            d = np.zeros((3,3), dtype=c)
+            assert_array_equal(np.zeros_like(d), d)
+            assert_equal(np.zeros_like(d).dtype, d.dtype)
+        # explicitly check some special cases
+        d = np.zeros((3,3), dtype='S5')
+        assert_array_equal(np.zeros_like(d), d)
+        assert_equal(np.zeros_like(d).dtype, d.dtype)
+        d = np.zeros((3,3), dtype='U5')
+        assert_array_equal(np.zeros_like(d), d)
+        assert_equal(np.zeros_like(d).dtype, d.dtype)
+
+        d = np.zeros((3,3), dtype='<i4')
+        assert_array_equal(np.zeros_like(d), d)
+        assert_equal(np.zeros_like(d).dtype, d.dtype)
+        d = np.zeros((3,3), dtype='>i4')
+        assert_array_equal(np.zeros_like(d), d)
+        assert_equal(np.zeros_like(d).dtype, d.dtype)
+
+        d = np.zeros((3,3), dtype='<M8[s]')
+        assert_array_equal(np.zeros_like(d), d)
+        assert_equal(np.zeros_like(d).dtype, d.dtype)
+        d = np.zeros((3,3), dtype='>M8[s]')
+        assert_array_equal(np.zeros_like(d), d)
+        assert_equal(np.zeros_like(d).dtype, d.dtype)
+
+        d = np.zeros((3,3), dtype='f4,f4')
+        assert_array_equal(np.zeros_like(d), d)
+        assert_equal(np.zeros_like(d).dtype, d.dtype)
+
+    def test_empty_unicode(self):
+        # don't throw decode errors on garbage memory
+        for i in range(5, 100, 5):
+            d = np.empty(i, dtype='U')
+            str(d)
+
+    def test_sequence_non_homogeneous(self):
+        assert_equal(np.array([4, 2**80]).dtype, object)
+        assert_equal(np.array([4, 2**80, 4]).dtype, object)
+        assert_equal(np.array([2**80, 4]).dtype, object)
+        assert_equal(np.array([2**80] * 3).dtype, object)
+        assert_equal(np.array([[1, 1],[1j, 1j]]).dtype, complex)
+        assert_equal(np.array([[1j, 1j],[1, 1]]).dtype, complex)
+        assert_equal(np.array([[1, 1, 1],[1, 1j, 1.], [1, 1, 1]]).dtype, complex)
+
+    def test_non_sequence_sequence(self):
+        """Should not segfault.
+
+        Class Fail breaks the sequence protocol for new style classes, i.e.,
+        those derived from object. Class Map is a mapping type indicated by
+        raising a ValueError. At some point we may raise a warning instead
+        of an error in the Fail case.
+
+        """
+        class Fail:
+            def __len__(self):
+                return 1
+
+            def __getitem__(self, index):
+                raise ValueError()
+
+        class Map:
+            def __len__(self):
+                return 1
+
+            def __getitem__(self, index):
+                raise KeyError()
+
+        a = np.array([Map()])
+        assert_(a.shape == (1,))
+        assert_(a.dtype == np.dtype(object))
+        assert_raises(ValueError, np.array, [Fail()])
+
+    def test_no_len_object_type(self):
+        # gh-5100, want object array from iterable object without len()
+        class Point2:
+            def __init__(self):
+                pass
+
+            def __getitem__(self, ind):
+                if ind in [0, 1]:
+                    return ind
+                else:
+                    raise IndexError()
+        d = np.array([Point2(), Point2(), Point2()])
+        assert_equal(d.dtype, np.dtype(object))
+
+    def test_false_len_sequence(self):
+        # gh-7264, segfault for this example
+        class C:
+            def __getitem__(self, i):
+                raise IndexError
+            def __len__(self):
+                return 42
+
+        a = np.array(C()) # segfault?
+        assert_equal(len(a), 0)
+
+    def test_false_len_iterable(self):
+        # Special case where a bad __getitem__ makes us fall back on __iter__:
+        class C:
+            def __getitem__(self, x):
+                raise Exception
+            def __iter__(self):
+                return iter(())
+            def __len__(self):
+                return 2
+
+        a = np.empty(2)
+        with assert_raises(ValueError):
+            a[:] = C()  # Segfault!
+
+        np.array(C()) == list(C())
+
+    def test_failed_len_sequence(self):
+        # gh-7393
+        class A:
+            def __init__(self, data):
+                self._data = data
+            def __getitem__(self, item):
+                return type(self)(self._data[item])
+            def __len__(self):
+                return len(self._data)
+
+        # len(d) should give 3, but len(d[0]) will fail
+        d = A([1,2,3])
+        assert_equal(len(np.array(d)), 3)
+
+    def test_array_too_big(self):
+        # Test that array creation succeeds for arrays addressable by intp
+        # on the byte level and fails for too large arrays.
+        buf = np.zeros(100)
+
+        max_bytes = np.iinfo(np.intp).max
+        for dtype in ["intp", "S20", "b"]:
+            dtype = np.dtype(dtype)
+            itemsize = dtype.itemsize
+
+            np.ndarray(buffer=buf, strides=(0,),
+                       shape=(max_bytes//itemsize,), dtype=dtype)
+            assert_raises(ValueError, np.ndarray, buffer=buf, strides=(0,),
+                          shape=(max_bytes//itemsize + 1,), dtype=dtype)
+
+    def _ragged_creation(self, seq):
+        # without dtype=object, the ragged object should raise
+        with assert_warns(np.VisibleDeprecationWarning):
+            a = np.array(seq)
+        b = np.array(seq, dtype=object)
+        assert_equal(a, b)
+        return b
+
+    def test_ragged_ndim_object(self):
+        # Lists of mismatching depths are treated as object arrays
+        a = self._ragged_creation([[1], 2, 3])
+        assert_equal(a.shape, (3,))
+        assert_equal(a.dtype, object)
+
+        a = self._ragged_creation([1, [2], 3])
+        assert_equal(a.shape, (3,))
+        assert_equal(a.dtype, object)
+
+        a = self._ragged_creation([1, 2, [3]])
+        assert_equal(a.shape, (3,))
+        assert_equal(a.dtype, object)
+
+    def test_ragged_shape_object(self):
+        # The ragged dimension of a list is turned into an object array
+        a = self._ragged_creation([[1, 1], [2], [3]])
+        assert_equal(a.shape, (3,))
+        assert_equal(a.dtype, object)
+
+        a = self._ragged_creation([[1], [2, 2], [3]])
+        assert_equal(a.shape, (3,))
+        assert_equal(a.dtype, object)
+
+        a = self._ragged_creation([[1], [2], [3, 3]])
+        assert a.shape == (3,)
+        assert a.dtype == object
+
+    def test_array_of_ragged_array(self):
+        outer = np.array([None, None])
+        outer[0] = outer[1] = np.array([1, 2, 3])
+        assert np.array(outer).shape == (2,)
+        assert np.array([outer]).shape == (1, 2)
+
+        outer_ragged = np.array([None, None])
+        outer_ragged[0] = np.array([1, 2, 3])
+        outer_ragged[1] = np.array([1, 2, 3, 4])
+        # should both of these emit deprecation warnings?
+        assert np.array(outer_ragged).shape == (2,)
+        assert np.array([outer_ragged]).shape == (1, 2,)
+
+    def test_deep_nonragged_object(self):
+        # None of these should raise, even though they are missing dtype=object
+        a = np.array([[[Decimal(1)]]])
+        a = np.array([1, Decimal(1)])
+        a = np.array([[1], [Decimal(1)]])
+
+class TestStructured:
+    def test_subarray_field_access(self):
+        a = np.zeros((3, 5), dtype=[('a', ('i4', (2, 2)))])
+        a['a'] = np.arange(60).reshape(3, 5, 2, 2)
+
+        # Since the subarray is always in C-order, a transpose
+        # does not swap the subarray:
+        assert_array_equal(a.T['a'], a['a'].transpose(1, 0, 2, 3))
+
+        # In Fortran order, the subarray gets appended
+        # like in all other cases, not prepended as a special case
+        b = a.copy(order='F')
+        assert_equal(a['a'].shape, b['a'].shape)
+        assert_equal(a.T['a'].shape, a.T.copy()['a'].shape)
+
+    def test_subarray_comparison(self):
+        # Check that comparisons between record arrays with
+        # multi-dimensional field types work properly
+        a = np.rec.fromrecords(
+            [([1, 2, 3], 'a', [[1, 2], [3, 4]]), ([3, 3, 3], 'b', [[0, 0], [0, 0]])],
+            dtype=[('a', ('f4', 3)), ('b', object), ('c', ('i4', (2, 2)))])
+        b = a.copy()
+        assert_equal(a == b, [True, True])
+        assert_equal(a != b, [False, False])
+        b[1].b = 'c'
+        assert_equal(a == b, [True, False])
+        assert_equal(a != b, [False, True])
+        for i in range(3):
+            b[0].a = a[0].a
+            b[0].a[i] = 5
+            assert_equal(a == b, [False, False])
+            assert_equal(a != b, [True, True])
+        for i in range(2):
+            for j in range(2):
+                b = a.copy()
+                b[0].c[i, j] = 10
+                assert_equal(a == b, [False, True])
+                assert_equal(a != b, [True, False])
+
+        # Check that broadcasting with a subarray works, including cases that
+        # require promotion to work:
+        a = np.array([[(0,)], [(1,)]], dtype=[('a', 'f8')])
+        b = np.array([(0,), (0,), (1,)], dtype=[('a', 'f8')])
+        assert_equal(a == b, [[True, True, False], [False, False, True]])
+        assert_equal(b == a, [[True, True, False], [False, False, True]])
+        a = np.array([[(0,)], [(1,)]], dtype=[('a', 'f8', (1,))])
+        b = np.array([(0,), (0,), (1,)], dtype=[('a', 'f8', (1,))])
+        assert_equal(a == b, [[True, True, False], [False, False, True]])
+        assert_equal(b == a, [[True, True, False], [False, False, True]])
+        a = np.array([[([0, 0],)], [([1, 1],)]], dtype=[('a', 'f8', (2,))])
+        b = np.array([([0, 0],), ([0, 1],), ([1, 1],)], dtype=[('a', 'f8', (2,))])
+        assert_equal(a == b, [[True, False, False], [False, False, True]])
+        assert_equal(b == a, [[True, False, False], [False, False, True]])
+
+        # Check that broadcasting Fortran-style arrays with a subarray work
+        a = np.array([[([0, 0],)], [([1, 1],)]], dtype=[('a', 'f8', (2,))], order='F')
+        b = np.array([([0, 0],), ([0, 1],), ([1, 1],)], dtype=[('a', 'f8', (2,))])
+        assert_equal(a == b, [[True, False, False], [False, False, True]])
+        assert_equal(b == a, [[True, False, False], [False, False, True]])
+
+        # Check that incompatible sub-array shapes don't result to broadcasting
+        x = np.zeros((1,), dtype=[('a', ('f4', (1, 2))), ('b', 'i1')])
+        y = np.zeros((1,), dtype=[('a', ('f4', (2,))), ('b', 'i1')])
+        # The main importance is that it does not return True:
+        with pytest.raises(TypeError):
+            x == y
+
+        x = np.zeros((1,), dtype=[('a', ('f4', (2, 1))), ('b', 'i1')])
+        y = np.zeros((1,), dtype=[('a', ('f4', (2,))), ('b', 'i1')])
+        # The main importance is that it does not return True:
+        with pytest.raises(TypeError):
+            x == y
+
+    def test_structured_comparisons_with_promotion(self):
+        # Check that structured arrays can be compared so long as their
+        # dtypes promote fine:
+        a = np.array([(5, 42), (10, 1)], dtype=[('a', '>i8'), ('b', '<f8')])
+        b = np.array([(5, 43), (10, 1)], dtype=[('a', '<i8'), ('b', '>f8')])
+        assert_equal(a == b, [False, True])
+        assert_equal(a != b, [True, False])
+
+        a = np.array([(5, 42), (10, 1)], dtype=[('a', '>f8'), ('b', '<f8')])
+        b = np.array([(5, 43), (10, 1)], dtype=[('a', '<i8'), ('b', '>i8')])
+        assert_equal(a == b, [False, True])
+        assert_equal(a != b, [True, False])
+
+        # Including with embedded subarray dtype (although subarray comparison
+        # itself may still be a bit weird and compare the raw data)
+        a = np.array([(5, 42), (10, 1)], dtype=[('a', '10>f8'), ('b', '5<f8')])
+        b = np.array([(5, 43), (10, 1)], dtype=[('a', '10<i8'), ('b', '5>i8')])
+        assert_equal(a == b, [False, True])
+        assert_equal(a != b, [True, False])
+
+    def test_void_comparison_failures(self):
+        # In principle, one could decide to return an array of False for some
+        # if comparisons are impossible.  But right now we return TypeError
+        # when "void" dtype are involved.
+        x = np.zeros(3, dtype=[('a', 'i1')])
+        y = np.zeros(3)
+        # Cannot compare non-structured to structured:
+        with pytest.raises(TypeError):
+            x == y
+
+        # Added title prevents promotion, but casts are OK:
+        y = np.zeros(3, dtype=[(('title', 'a'), 'i1')])
+        assert np.can_cast(y.dtype, x.dtype)
+        with pytest.raises(TypeError):
+            x == y
+
+        x = np.zeros(3, dtype="V7")
+        y = np.zeros(3, dtype="V8")
+        with pytest.raises(TypeError):
+            x == y
+
+    def test_casting(self):
+        # Check that casting a structured array to change its byte order
+        # works
+        a = np.array([(1,)], dtype=[('a', '<i4')])
+        assert_(np.can_cast(a.dtype, [('a', '>i4')], casting='unsafe'))
+        b = a.astype([('a', '>i4')])
+        assert_equal(b, a.byteswap().newbyteorder())
+        assert_equal(a['a'][0], b['a'][0])
+
+        # Check that equality comparison works on structured arrays if
+        # they are 'equiv'-castable
+        a = np.array([(5, 42), (10, 1)], dtype=[('a', '>i4'), ('b', '<f8')])
+        b = np.array([(5, 42), (10, 1)], dtype=[('a', '<i4'), ('b', '>f8')])
+        assert_(np.can_cast(a.dtype, b.dtype, casting='equiv'))
+        assert_equal(a == b, [True, True])
+
+        # Check that 'equiv' casting can change byte order
+        assert_(np.can_cast(a.dtype, b.dtype, casting='equiv'))
+        c = a.astype(b.dtype, casting='equiv')
+        assert_equal(a == c, [True, True])
+
+        # Check that 'safe' casting can change byte order and up-cast
+        # fields
+        t = [('a', '<i8'), ('b', '>f8')]
+        assert_(np.can_cast(a.dtype, t, casting='safe'))
+        c = a.astype(t, casting='safe')
+        assert_equal((c == np.array([(5, 42), (10, 1)], dtype=t)),
+                     [True, True])
+
+        # Check that 'same_kind' casting can change byte order and
+        # change field widths within a "kind"
+        t = [('a', '<i4'), ('b', '>f4')]
+        assert_(np.can_cast(a.dtype, t, casting='same_kind'))
+        c = a.astype(t, casting='same_kind')
+        assert_equal((c == np.array([(5, 42), (10, 1)], dtype=t)),
+                     [True, True])
+
+        # Check that casting fails if the casting rule should fail on
+        # any of the fields
+        t = [('a', '>i8'), ('b', '<f4')]
+        assert_(not np.can_cast(a.dtype, t, casting='safe'))
+        assert_raises(TypeError, a.astype, t, casting='safe')
+        t = [('a', '>i2'), ('b', '<f8')]
+        assert_(not np.can_cast(a.dtype, t, casting='equiv'))
+        assert_raises(TypeError, a.astype, t, casting='equiv')
+        t = [('a', '>i8'), ('b', '<i2')]
+        assert_(not np.can_cast(a.dtype, t, casting='same_kind'))
+        assert_raises(TypeError, a.astype, t, casting='same_kind')
+        assert_(not np.can_cast(a.dtype, b.dtype, casting='no'))
+        assert_raises(TypeError, a.astype, b.dtype, casting='no')
+
+        # Check that non-'unsafe' casting can't change the set of field names
+        for casting in ['no', 'safe', 'equiv', 'same_kind']:
+            t = [('a', '>i4')]
+            assert_(not np.can_cast(a.dtype, t, casting=casting))
+            t = [('a', '>i4'), ('b', '<f8'), ('c', 'i4')]
+            assert_(not np.can_cast(a.dtype, t, casting=casting))
+
+    def test_objview(self):
+        # https://github.com/numpy/numpy/issues/3286
+        a = np.array([], dtype=[('a', 'f'), ('b', 'f'), ('c', 'O')])
+        a[['a', 'b']]  # TypeError?
+
+        # https://github.com/numpy/numpy/issues/3253
+        dat2 = np.zeros(3, [('A', 'i'), ('B', '|O')])
+        dat2[['B', 'A']]  # TypeError?
+
+    def test_setfield(self):
+        # https://github.com/numpy/numpy/issues/3126
+        struct_dt = np.dtype([('elem', 'i4', 5),])
+        dt = np.dtype([('field', 'i4', 10),('struct', struct_dt)])
+        x = np.zeros(1, dt)
+        x[0]['field'] = np.ones(10, dtype='i4')
+        x[0]['struct'] = np.ones(1, dtype=struct_dt)
+        assert_equal(x[0]['field'], np.ones(10, dtype='i4'))
+
+    def test_setfield_object(self):
+        # make sure object field assignment with ndarray value
+        # on void scalar mimics setitem behavior
+        b = np.zeros(1, dtype=[('x', 'O')])
+        # next line should work identically to b['x'][0] = np.arange(3)
+        b[0]['x'] = np.arange(3)
+        assert_equal(b[0]['x'], np.arange(3))
+
+        # check that broadcasting check still works
+        c = np.zeros(1, dtype=[('x', 'O', 5)])
+
+        def testassign():
+            c[0]['x'] = np.arange(3)
+
+        assert_raises(ValueError, testassign)
+
+    def test_zero_width_string(self):
+        # Test for PR #6430 / issues #473, #4955, #2585
+
+        dt = np.dtype([('I', int), ('S', 'S0')])
+
+        x = np.zeros(4, dtype=dt)
+
+        assert_equal(x['S'], [b'', b'', b'', b''])
+        assert_equal(x['S'].itemsize, 0)
+
+        x['S'] = ['a', 'b', 'c', 'd']
+        assert_equal(x['S'], [b'', b'', b'', b''])
+        assert_equal(x['I'], [0, 0, 0, 0])
+
+        # Variation on test case from #4955
+        x['S'][x['I'] == 0] = 'hello'
+        assert_equal(x['S'], [b'', b'', b'', b''])
+        assert_equal(x['I'], [0, 0, 0, 0])
+
+        # Variation on test case from #2585
+        x['S'] = 'A'
+        assert_equal(x['S'], [b'', b'', b'', b''])
+        assert_equal(x['I'], [0, 0, 0, 0])
+
+        # Allow zero-width dtypes in ndarray constructor
+        y = np.ndarray(4, dtype=x['S'].dtype)
+        assert_equal(y.itemsize, 0)
+        assert_equal(x['S'], y)
+
+        # More tests for indexing an array with zero-width fields
+        assert_equal(np.zeros(4, dtype=[('a', 'S0,S0'),
+                                        ('b', 'u1')])['a'].itemsize, 0)
+        assert_equal(np.empty(3, dtype='S0,S0').itemsize, 0)
+        assert_equal(np.zeros(4, dtype='S0,u1')['f0'].itemsize, 0)
+
+        xx = x['S'].reshape((2, 2))
+        assert_equal(xx.itemsize, 0)
+        assert_equal(xx, [[b'', b''], [b'', b'']])
+        # check for no uninitialized memory due to viewing S0 array
+        assert_equal(xx[:].dtype, xx.dtype)
+        assert_array_equal(eval(repr(xx), dict(array=np.array)), xx)
+
+        b = io.BytesIO()
+        np.save(b, xx)
+
+        b.seek(0)
+        yy = np.load(b)
+        assert_equal(yy.itemsize, 0)
+        assert_equal(xx, yy)
+
+        with temppath(suffix='.npy') as tmp:
+            np.save(tmp, xx)
+            yy = np.load(tmp)
+            assert_equal(yy.itemsize, 0)
+            assert_equal(xx, yy)
+
+    def test_base_attr(self):
+        a = np.zeros(3, dtype='i4,f4')
+        b = a[0]
+        assert_(b.base is a)
+
+    def test_assignment(self):
+        def testassign(arr, v):
+            c = arr.copy()
+            c[0] = v  # assign using setitem
+            c[1:] = v # assign using "dtype_transfer" code paths
+            return c
+
+        dt = np.dtype([('foo', 'i8'), ('bar', 'i8')])
+        arr = np.ones(2, dt)
+        v1 = np.array([(2,3)], dtype=[('foo', 'i8'), ('bar', 'i8')])
+        v2 = np.array([(2,3)], dtype=[('bar', 'i8'), ('foo', 'i8')])
+        v3 = np.array([(2,3)], dtype=[('bar', 'i8'), ('baz', 'i8')])
+        v4 = np.array([(2,)],  dtype=[('bar', 'i8')])
+        v5 = np.array([(2,3)], dtype=[('foo', 'f8'), ('bar', 'f8')])
+        w = arr.view({'names': ['bar'], 'formats': ['i8'], 'offsets': [8]})
+
+        ans = np.array([(2,3),(2,3)], dtype=dt)
+        assert_equal(testassign(arr, v1), ans)
+        assert_equal(testassign(arr, v2), ans)
+        assert_equal(testassign(arr, v3), ans)
+        assert_raises(TypeError, lambda: testassign(arr, v4))
+        assert_equal(testassign(arr, v5), ans)
+        w[:] = 4
+        assert_equal(arr, np.array([(1,4),(1,4)], dtype=dt))
+
+        # test field-reordering, assignment by position, and self-assignment
+        a = np.array([(1,2,3)],
+                     dtype=[('foo', 'i8'), ('bar', 'i8'), ('baz', 'f4')])
+        a[['foo', 'bar']] = a[['bar', 'foo']]
+        assert_equal(a[0].item(), (2,1,3))
+
+        # test that this works even for 'simple_unaligned' structs
+        # (ie, that PyArray_EquivTypes cares about field order too)
+        a = np.array([(1,2)], dtype=[('a', 'i4'), ('b', 'i4')])
+        a[['a', 'b']] = a[['b', 'a']]
+        assert_equal(a[0].item(), (2,1))
+
+    def test_scalar_assignment(self):
+        with assert_raises(ValueError):
+            arr = np.arange(25).reshape(5, 5)
+            arr.itemset(3)
+
+    def test_structuredscalar_indexing(self):
+        # test gh-7262
+        x = np.empty(shape=1, dtype="(2)3S,(2)3U")
+        assert_equal(x[["f0","f1"]][0], x[0][["f0","f1"]])
+        assert_equal(x[0], x[0][()])
+
+    def test_multiindex_titles(self):
+        a = np.zeros(4, dtype=[(('a', 'b'), 'i'), ('c', 'i'), ('d', 'i')])
+        assert_raises(KeyError, lambda : a[['a','c']])
+        assert_raises(KeyError, lambda : a[['a','a']])
+        assert_raises(ValueError, lambda : a[['b','b']])  # field exists, but repeated
+        a[['b','c']]  # no exception
+
+    def test_structured_cast_promotion_fieldorder(self):
+        # gh-15494
+        # dtypes with different field names are not promotable
+        A = ("a", "<i8")
+        B = ("b", ">i8")
+        ab = np.array([(1, 2)], dtype=[A, B])
+        ba = np.array([(1, 2)], dtype=[B, A])
+        assert_raises(TypeError, np.concatenate, ab, ba)
+        assert_raises(TypeError, np.result_type, ab.dtype, ba.dtype)
+        assert_raises(TypeError, np.promote_types, ab.dtype, ba.dtype)
+
+        # dtypes with same field names/order but different memory offsets
+        # and byte-order are promotable to packed nbo.
+        assert_equal(np.promote_types(ab.dtype, ba[['a', 'b']].dtype),
+                     repack_fields(ab.dtype.newbyteorder('N')))
+
+        # gh-13667
+        # dtypes with different fieldnames but castable field types are castable
+        assert_equal(np.can_cast(ab.dtype, ba.dtype), True)
+        assert_equal(ab.astype(ba.dtype).dtype, ba.dtype)
+        assert_equal(np.can_cast('f8,i8', [('f0', 'f8'), ('f1', 'i8')]), True)
+        assert_equal(np.can_cast('f8,i8', [('f1', 'f8'), ('f0', 'i8')]), True)
+        assert_equal(np.can_cast('f8,i8', [('f1', 'i8'), ('f0', 'f8')]), False)
+        assert_equal(np.can_cast('f8,i8', [('f1', 'i8'), ('f0', 'f8')],
+                                 casting='unsafe'), True)
+
+        ab[:] = ba  # make sure assignment still works
+
+        # tests of type-promotion of corresponding fields
+        dt1 = np.dtype([("", "i4")])
+        dt2 = np.dtype([("", "i8")])
+        assert_equal(np.promote_types(dt1, dt2), np.dtype([('f0', 'i8')]))
+        assert_equal(np.promote_types(dt2, dt1), np.dtype([('f0', 'i8')]))
+        assert_raises(TypeError, np.promote_types, dt1, np.dtype([("", "V3")]))
+        assert_equal(np.promote_types('i4,f8', 'i8,f4'),
+                     np.dtype([('f0', 'i8'), ('f1', 'f8')]))
+        # test nested case
+        dt1nest = np.dtype([("", dt1)])
+        dt2nest = np.dtype([("", dt2)])
+        assert_equal(np.promote_types(dt1nest, dt2nest),
+                     np.dtype([('f0', np.dtype([('f0', 'i8')]))]))
+
+        # note that offsets are lost when promoting:
+        dt = np.dtype({'names': ['x'], 'formats': ['i4'], 'offsets': [8]})
+        a = np.ones(3, dtype=dt)
+        assert_equal(np.concatenate([a, a]).dtype, np.dtype([('x', 'i4')]))
+
+    @pytest.mark.parametrize("dtype_dict", [
+            dict(names=["a", "b"], formats=["i4", "f"], itemsize=100),
+            dict(names=["a", "b"], formats=["i4", "f"],
+                 offsets=[0, 12])])
+    @pytest.mark.parametrize("align", [True, False])
+    def test_structured_promotion_packs(self, dtype_dict, align):
+        # Structured dtypes are packed when promoted (we consider the packed
+        # form to be "canonical"), so tere is no extra padding.
+        dtype = np.dtype(dtype_dict, align=align)
+        # Remove non "canonical" dtype options:
+        dtype_dict.pop("itemsize", None)
+        dtype_dict.pop("offsets", None)
+        expected = np.dtype(dtype_dict, align=align)
+
+        res = np.promote_types(dtype, dtype)
+        assert res.itemsize == expected.itemsize
+        assert res.fields == expected.fields
+
+        # But the "expected" one, should just be returned unchanged:
+        res = np.promote_types(expected, expected)
+        assert res is expected
+
+    def test_structured_asarray_is_view(self):
+        # A scalar viewing an array preserves its view even when creating a
+        # new array. This test documents behaviour, it may not be the best
+        # desired behaviour.
+        arr = np.array([1], dtype="i,i")
+        scalar = arr[0]
+        assert not scalar.flags.owndata  # view into the array
+        assert np.asarray(scalar).base is scalar
+        # But never when a dtype is passed in:
+        assert np.asarray(scalar, dtype=scalar.dtype).base is None
+        # A scalar which owns its data does not have this property.
+        # It is not easy to create one, one method is to use pickle:
+        scalar = pickle.loads(pickle.dumps(scalar))
+        assert scalar.flags.owndata
+        assert np.asarray(scalar).base is None
+
+class TestBool:
+    def test_test_interning(self):
+        a0 = np.bool_(0)
+        b0 = np.bool_(False)
+        assert_(a0 is b0)
+        a1 = np.bool_(1)
+        b1 = np.bool_(True)
+        assert_(a1 is b1)
+        assert_(np.array([True])[0] is a1)
+        assert_(np.array(True)[()] is a1)
+
+    def test_sum(self):
+        d = np.ones(101, dtype=bool)
+        assert_equal(d.sum(), d.size)
+        assert_equal(d[::2].sum(), d[::2].size)
+        assert_equal(d[::-2].sum(), d[::-2].size)
+
+        d = np.frombuffer(b'\xff\xff' * 100, dtype=bool)
+        assert_equal(d.sum(), d.size)
+        assert_equal(d[::2].sum(), d[::2].size)
+        assert_equal(d[::-2].sum(), d[::-2].size)
+
+    def check_count_nonzero(self, power, length):
+        powers = [2 ** i for i in range(length)]
+        for i in range(2**power):
+            l = [(i & x) != 0 for x in powers]
+            a = np.array(l, dtype=bool)
+            c = builtins.sum(l)
+            assert_equal(np.count_nonzero(a), c)
+            av = a.view(np.uint8)
+            av *= 3
+            assert_equal(np.count_nonzero(a), c)
+            av *= 4
+            assert_equal(np.count_nonzero(a), c)
+            av[av != 0] = 0xFF
+            assert_equal(np.count_nonzero(a), c)
+
+    def test_count_nonzero(self):
+        # check all 12 bit combinations in a length 17 array
+        # covers most cases of the 16 byte unrolled code
+        self.check_count_nonzero(12, 17)
+
+    @pytest.mark.slow
+    def test_count_nonzero_all(self):
+        # check all combinations in a length 17 array
+        # covers all cases of the 16 byte unrolled code
+        self.check_count_nonzero(17, 17)
+
+    def test_count_nonzero_unaligned(self):
+        # prevent mistakes as e.g. gh-4060
+        for o in range(7):
+            a = np.zeros((18,), dtype=bool)[o+1:]
+            a[:o] = True
+            assert_equal(np.count_nonzero(a), builtins.sum(a.tolist()))
+            a = np.ones((18,), dtype=bool)[o+1:]
+            a[:o] = False
+            assert_equal(np.count_nonzero(a), builtins.sum(a.tolist()))
+
+    def _test_cast_from_flexible(self, dtype):
+        # empty string -> false
+        for n in range(3):
+            v = np.array(b'', (dtype, n))
+            assert_equal(bool(v), False)
+            assert_equal(bool(v[()]), False)
+            assert_equal(v.astype(bool), False)
+            assert_(isinstance(v.astype(bool), np.ndarray))
+            assert_(v[()].astype(bool) is np.False_)
+
+        # anything else -> true
+        for n in range(1, 4):
+            for val in [b'a', b'0', b' ']:
+                v = np.array(val, (dtype, n))
+                assert_equal(bool(v), True)
+                assert_equal(bool(v[()]), True)
+                assert_equal(v.astype(bool), True)
+                assert_(isinstance(v.astype(bool), np.ndarray))
+                assert_(v[()].astype(bool) is np.True_)
+
+    def test_cast_from_void(self):
+        self._test_cast_from_flexible(np.void)
+
+    @pytest.mark.xfail(reason="See gh-9847")
+    def test_cast_from_unicode(self):
+        self._test_cast_from_flexible(np.unicode_)
+
+    @pytest.mark.xfail(reason="See gh-9847")
+    def test_cast_from_bytes(self):
+        self._test_cast_from_flexible(np.bytes_)
+
+
+class TestZeroSizeFlexible:
+    @staticmethod
+    def _zeros(shape, dtype=str):
+        dtype = np.dtype(dtype)
+        if dtype == np.void:
+            return np.zeros(shape, dtype=(dtype, 0))
+
+        # not constructable directly
+        dtype = np.dtype([('x', dtype, 0)])
+        return np.zeros(shape, dtype=dtype)['x']
+
+    def test_create(self):
+        zs = self._zeros(10, bytes)
+        assert_equal(zs.itemsize, 0)
+        zs = self._zeros(10, np.void)
+        assert_equal(zs.itemsize, 0)
+        zs = self._zeros(10, str)
+        assert_equal(zs.itemsize, 0)
+
+    def _test_sort_partition(self, name, kinds, **kwargs):
+        # Previously, these would all hang
+        for dt in [bytes, np.void, str]:
+            zs = self._zeros(10, dt)
+            sort_method = getattr(zs, name)
+            sort_func = getattr(np, name)
+            for kind in kinds:
+                sort_method(kind=kind, **kwargs)
+                sort_func(zs, kind=kind, **kwargs)
+
+    def test_sort(self):
+        self._test_sort_partition('sort', kinds='qhs')
+
+    def test_argsort(self):
+        self._test_sort_partition('argsort', kinds='qhs')
+
+    def test_partition(self):
+        self._test_sort_partition('partition', kinds=['introselect'], kth=2)
+
+    def test_argpartition(self):
+        self._test_sort_partition('argpartition', kinds=['introselect'], kth=2)
+
+    def test_resize(self):
+        # previously an error
+        for dt in [bytes, np.void, str]:
+            zs = self._zeros(10, dt)
+            zs.resize(25)
+            zs.resize((10, 10))
+
+    def test_view(self):
+        for dt in [bytes, np.void, str]:
+            zs = self._zeros(10, dt)
+
+            # viewing as itself should be allowed
+            assert_equal(zs.view(dt).dtype, np.dtype(dt))
+
+            # viewing as any non-empty type gives an empty result
+            assert_equal(zs.view((dt, 1)).shape, (0,))
+
+    def test_dumps(self):
+        zs = self._zeros(10, int)
+        assert_equal(zs, pickle.loads(zs.dumps()))
+
+    def test_pickle(self):
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            for dt in [bytes, np.void, str]:
+                zs = self._zeros(10, dt)
+                p = pickle.dumps(zs, protocol=proto)
+                zs2 = pickle.loads(p)
+
+                assert_equal(zs.dtype, zs2.dtype)
+
+    def test_pickle_empty(self):
+        """Checking if an empty array pickled and un-pickled will not cause a
+        segmentation fault"""
+        arr = np.array([]).reshape(999999, 0)
+        pk_dmp = pickle.dumps(arr)
+        pk_load = pickle.loads(pk_dmp)
+
+        assert pk_load.size == 0
+
+    @pytest.mark.skipif(pickle.HIGHEST_PROTOCOL < 5,
+                        reason="requires pickle protocol 5")
+    def test_pickle_with_buffercallback(self):
+        array = np.arange(10)
+        buffers = []
+        bytes_string = pickle.dumps(array, buffer_callback=buffers.append,
+                                    protocol=5)
+        array_from_buffer = pickle.loads(bytes_string, buffers=buffers)
+        # when using pickle protocol 5 with buffer callbacks,
+        # array_from_buffer is reconstructed from a buffer holding a view
+        # to the initial array's data, so modifying an element in array
+        # should modify it in array_from_buffer too.
+        array[0] = -1
+        assert array_from_buffer[0] == -1, array_from_buffer[0]
+
+
+class TestMethods:
+
+    sort_kinds = ['quicksort', 'heapsort', 'stable']
+
+    def test_all_where(self):
+        a = np.array([[True, False, True],
+                      [False, False, False],
+                      [True, True, True]])
+        wh_full = np.array([[True, False, True],
+                            [False, False, False],
+                            [True, False, True]])
+        wh_lower = np.array([[False],
+                             [False],
+                             [True]])
+        for _ax in [0, None]:
+            assert_equal(a.all(axis=_ax, where=wh_lower),
+                        np.all(a[wh_lower[:,0],:], axis=_ax))
+            assert_equal(np.all(a, axis=_ax, where=wh_lower),
+                         a[wh_lower[:,0],:].all(axis=_ax))
+
+        assert_equal(a.all(where=wh_full), True)
+        assert_equal(np.all(a, where=wh_full), True)
+        assert_equal(a.all(where=False), True)
+        assert_equal(np.all(a, where=False), True)
+
+    def test_any_where(self):
+        a = np.array([[True, False, True],
+                      [False, False, False],
+                      [True, True, True]])
+        wh_full = np.array([[False, True, False],
+                            [True, True, True],
+                            [False, False, False]])
+        wh_middle = np.array([[False],
+                              [True],
+                              [False]])
+        for _ax in [0, None]:
+            assert_equal(a.any(axis=_ax, where=wh_middle),
+                         np.any(a[wh_middle[:,0],:], axis=_ax))
+            assert_equal(np.any(a, axis=_ax, where=wh_middle),
+                         a[wh_middle[:,0],:].any(axis=_ax))
+        assert_equal(a.any(where=wh_full), False)
+        assert_equal(np.any(a, where=wh_full), False)
+        assert_equal(a.any(where=False), False)
+        assert_equal(np.any(a, where=False), False)
+
+    def test_compress(self):
+        tgt = [[5, 6, 7, 8, 9]]
+        arr = np.arange(10).reshape(2, 5)
+        out = arr.compress([0, 1], axis=0)
+        assert_equal(out, tgt)
+
+        tgt = [[1, 3], [6, 8]]
+        out = arr.compress([0, 1, 0, 1, 0], axis=1)
+        assert_equal(out, tgt)
+
+        tgt = [[1], [6]]
+        arr = np.arange(10).reshape(2, 5)
+        out = arr.compress([0, 1], axis=1)
+        assert_equal(out, tgt)
+
+        arr = np.arange(10).reshape(2, 5)
+        out = arr.compress([0, 1])
+        assert_equal(out, 1)
+
+    def test_choose(self):
+        x = 2*np.ones((3,), dtype=int)
+        y = 3*np.ones((3,), dtype=int)
+        x2 = 2*np.ones((2, 3), dtype=int)
+        y2 = 3*np.ones((2, 3), dtype=int)
+        ind = np.array([0, 0, 1])
+
+        A = ind.choose((x, y))
+        assert_equal(A, [2, 2, 3])
+
+        A = ind.choose((x2, y2))
+        assert_equal(A, [[2, 2, 3], [2, 2, 3]])
+
+        A = ind.choose((x, y2))
+        assert_equal(A, [[2, 2, 3], [2, 2, 3]])
+
+        oned = np.ones(1)
+        # gh-12031, caused SEGFAULT
+        assert_raises(TypeError, oned.choose,np.void(0), [oned])
+
+        out = np.array(0)
+        ret = np.choose(np.array(1), [10, 20, 30], out=out)
+        assert out is ret
+        assert_equal(out[()], 20)
+
+        # gh-6272 check overlap on out
+        x = np.arange(5)
+        y = np.choose([0,0,0], [x[:3], x[:3], x[:3]], out=x[1:4], mode='wrap')
+        assert_equal(y, np.array([0, 1, 2]))
+
+    def test_prod(self):
+        ba = [1, 2, 10, 11, 6, 5, 4]
+        ba2 = [[1, 2, 3, 4], [5, 6, 7, 9], [10, 3, 4, 5]]
+
+        for ctype in [np.int16, np.uint16, np.int32, np.uint32,
+                      np.float32, np.float64, np.complex64, np.complex128]:
+            a = np.array(ba, ctype)
+            a2 = np.array(ba2, ctype)
+            if ctype in ['1', 'b']:
+                assert_raises(ArithmeticError, a.prod)
+                assert_raises(ArithmeticError, a2.prod, axis=1)
+            else:
+                assert_equal(a.prod(axis=0), 26400)
+                assert_array_equal(a2.prod(axis=0),
+                                   np.array([50, 36, 84, 180], ctype))
+                assert_array_equal(a2.prod(axis=-1),
+                                   np.array([24, 1890, 600], ctype))
+
+    def test_repeat(self):
+        m = np.array([1, 2, 3, 4, 5, 6])
+        m_rect = m.reshape((2, 3))
+
+        A = m.repeat([1, 3, 2, 1, 1, 2])
+        assert_equal(A, [1, 2, 2, 2, 3,
+                         3, 4, 5, 6, 6])
+
+        A = m.repeat(2)
+        assert_equal(A, [1, 1, 2, 2, 3, 3,
+                         4, 4, 5, 5, 6, 6])
+
+        A = m_rect.repeat([2, 1], axis=0)
+        assert_equal(A, [[1, 2, 3],
+                         [1, 2, 3],
+                         [4, 5, 6]])
+
+        A = m_rect.repeat([1, 3, 2], axis=1)
+        assert_equal(A, [[1, 2, 2, 2, 3, 3],
+                         [4, 5, 5, 5, 6, 6]])
+
+        A = m_rect.repeat(2, axis=0)
+        assert_equal(A, [[1, 2, 3],
+                         [1, 2, 3],
+                         [4, 5, 6],
+                         [4, 5, 6]])
+
+        A = m_rect.repeat(2, axis=1)
+        assert_equal(A, [[1, 1, 2, 2, 3, 3],
+                         [4, 4, 5, 5, 6, 6]])
+
+    def test_reshape(self):
+        arr = np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9], [10, 11, 12]])
+
+        tgt = [[1, 2, 3, 4, 5, 6], [7, 8, 9, 10, 11, 12]]
+        assert_equal(arr.reshape(2, 6), tgt)
+
+        tgt = [[1, 2, 3, 4], [5, 6, 7, 8], [9, 10, 11, 12]]
+        assert_equal(arr.reshape(3, 4), tgt)
+
+        tgt = [[1, 10, 8, 6], [4, 2, 11, 9], [7, 5, 3, 12]]
+        assert_equal(arr.reshape((3, 4), order='F'), tgt)
+
+        tgt = [[1, 4, 7, 10], [2, 5, 8, 11], [3, 6, 9, 12]]
+        assert_equal(arr.T.reshape((3, 4), order='C'), tgt)
+
+    def test_round(self):
+        def check_round(arr, expected, *round_args):
+            assert_equal(arr.round(*round_args), expected)
+            # With output array
+            out = np.zeros_like(arr)
+            res = arr.round(*round_args, out=out)
+            assert_equal(out, expected)
+            assert out is res
+
+        check_round(np.array([1.2, 1.5]), [1, 2])
+        check_round(np.array(1.5), 2)
+        check_round(np.array([12.2, 15.5]), [10, 20], -1)
+        check_round(np.array([12.15, 15.51]), [12.2, 15.5], 1)
+        # Complex rounding
+        check_round(np.array([4.5 + 1.5j]), [4 + 2j])
+        check_round(np.array([12.5 + 15.5j]), [10 + 20j], -1)
+
+    def test_squeeze(self):
+        a = np.array([[[1], [2], [3]]])
+        assert_equal(a.squeeze(), [1, 2, 3])
+        assert_equal(a.squeeze(axis=(0,)), [[1], [2], [3]])
+        assert_raises(ValueError, a.squeeze, axis=(1,))
+        assert_equal(a.squeeze(axis=(2,)), [[1, 2, 3]])
+
+    def test_transpose(self):
+        a = np.array([[1, 2], [3, 4]])
+        assert_equal(a.transpose(), [[1, 3], [2, 4]])
+        assert_raises(ValueError, lambda: a.transpose(0))
+        assert_raises(ValueError, lambda: a.transpose(0, 0))
+        assert_raises(ValueError, lambda: a.transpose(0, 1, 2))
+
+    def test_sort(self):
+        # test ordering for floats and complex containing nans. It is only
+        # necessary to check the less-than comparison, so sorts that
+        # only follow the insertion sort path are sufficient. We only
+        # test doubles and complex doubles as the logic is the same.
+
+        # check doubles
+        msg = "Test real sort order with nans"
+        a = np.array([np.nan, 1, 0])
+        b = np.sort(a)
+        assert_equal(b, a[::-1], msg)
+        # check complex
+        msg = "Test complex sort order with nans"
+        a = np.zeros(9, dtype=np.complex128)
+        a.real += [np.nan, np.nan, np.nan, 1, 0, 1, 1, 0, 0]
+        a.imag += [np.nan, 1, 0, np.nan, np.nan, 1, 0, 1, 0]
+        b = np.sort(a)
+        assert_equal(b, a[::-1], msg)
+
+    # all c scalar sorts use the same code with different types
+    # so it suffices to run a quick check with one type. The number
+    # of sorted items must be greater than ~50 to check the actual
+    # algorithm because quick and merge sort fall over to insertion
+    # sort for small arrays.
+
+    @pytest.mark.parametrize('dtype', [np.uint8, np.uint16, np.uint32, np.uint64,
+                                       np.float16, np.float32, np.float64,
+                                       np.longdouble])
+    def test_sort_unsigned(self, dtype):
+        a = np.arange(101, dtype=dtype)
+        b = a[::-1].copy()
+        for kind in self.sort_kinds:
+            msg = "scalar sort, kind=%s" % kind
+            c = a.copy()
+            c.sort(kind=kind)
+            assert_equal(c, a, msg)
+            c = b.copy()
+            c.sort(kind=kind)
+            assert_equal(c, a, msg)
+
+    @pytest.mark.parametrize('dtype',
+                             [np.int8, np.int16, np.int32, np.int64, np.float16,
+                              np.float32, np.float64, np.longdouble])
+    def test_sort_signed(self, dtype):
+        a = np.arange(-50, 51, dtype=dtype)
+        b = a[::-1].copy()
+        for kind in self.sort_kinds:
+            msg = "scalar sort, kind=%s" % (kind)
+            c = a.copy()
+            c.sort(kind=kind)
+            assert_equal(c, a, msg)
+            c = b.copy()
+            c.sort(kind=kind)
+            assert_equal(c, a, msg)
+
+    @pytest.mark.parametrize('dtype', [np.float32, np.float64, np.longdouble])
+    @pytest.mark.parametrize('part', ['real', 'imag'])
+    def test_sort_complex(self, part, dtype):
+        # test complex sorts. These use the same code as the scalars
+        # but the compare function differs.
+        cdtype = {
+            np.single: np.csingle,
+            np.double: np.cdouble,
+            np.longdouble: np.clongdouble,
+        }[dtype]
+        a = np.arange(-50, 51, dtype=dtype)
+        b = a[::-1].copy()
+        ai = (a * (1+1j)).astype(cdtype)
+        bi = (b * (1+1j)).astype(cdtype)
+        setattr(ai, part, 1)
+        setattr(bi, part, 1)
+        for kind in self.sort_kinds:
+            msg = "complex sort, %s part == 1, kind=%s" % (part, kind)
+            c = ai.copy()
+            c.sort(kind=kind)
+            assert_equal(c, ai, msg)
+            c = bi.copy()
+            c.sort(kind=kind)
+            assert_equal(c, ai, msg)
+
+    def test_sort_complex_byte_swapping(self):
+        # test sorting of complex arrays requiring byte-swapping, gh-5441
+        for endianness in '<>':
+            for dt in np.typecodes['Complex']:
+                arr = np.array([1+3.j, 2+2.j, 3+1.j], dtype=endianness + dt)
+                c = arr.copy()
+                c.sort()
+                msg = 'byte-swapped complex sort, dtype={0}'.format(dt)
+                assert_equal(c, arr, msg)
+
+    @pytest.mark.parametrize('dtype', [np.bytes_, np.unicode_])
+    def test_sort_string(self, dtype):
+        # np.array will perform the encoding to bytes for us in the bytes test
+        a = np.array(['aaaaaaaa' + chr(i) for i in range(101)], dtype=dtype)
+        b = a[::-1].copy()
+        for kind in self.sort_kinds:
+            msg = "kind=%s" % kind
+            c = a.copy()
+            c.sort(kind=kind)
+            assert_equal(c, a, msg)
+            c = b.copy()
+            c.sort(kind=kind)
+            assert_equal(c, a, msg)
+
+    def test_sort_object(self):
+        # test object array sorts.
+        a = np.empty((101,), dtype=object)
+        a[:] = list(range(101))
+        b = a[::-1]
+        for kind in ['q', 'h', 'm']:
+            msg = "kind=%s" % kind
+            c = a.copy()
+            c.sort(kind=kind)
+            assert_equal(c, a, msg)
+            c = b.copy()
+            c.sort(kind=kind)
+            assert_equal(c, a, msg)
+
+    def test_sort_structured(self):
+        # test record array sorts.
+        dt = np.dtype([('f', float), ('i', int)])
+        a = np.array([(i, i) for i in range(101)], dtype=dt)
+        b = a[::-1]
+        for kind in ['q', 'h', 'm']:
+            msg = "kind=%s" % kind
+            c = a.copy()
+            c.sort(kind=kind)
+            assert_equal(c, a, msg)
+            c = b.copy()
+            c.sort(kind=kind)
+            assert_equal(c, a, msg)
+
+    @pytest.mark.parametrize('dtype', ['datetime64[D]', 'timedelta64[D]'])
+    def test_sort_time(self, dtype):
+        # test datetime64 and timedelta64 sorts.
+        a = np.arange(0, 101, dtype=dtype)
+        b = a[::-1]
+        for kind in ['q', 'h', 'm']:
+            msg = "kind=%s" % kind
+            c = a.copy()
+            c.sort(kind=kind)
+            assert_equal(c, a, msg)
+            c = b.copy()
+            c.sort(kind=kind)
+            assert_equal(c, a, msg)
+
+    def test_sort_axis(self):
+        # check axis handling. This should be the same for all type
+        # specific sorts, so we only check it for one type and one kind
+        a = np.array([[3, 2], [1, 0]])
+        b = np.array([[1, 0], [3, 2]])
+        c = np.array([[2, 3], [0, 1]])
+        d = a.copy()
+        d.sort(axis=0)
+        assert_equal(d, b, "test sort with axis=0")
+        d = a.copy()
+        d.sort(axis=1)
+        assert_equal(d, c, "test sort with axis=1")
+        d = a.copy()
+        d.sort()
+        assert_equal(d, c, "test sort with default axis")
+
+    def test_sort_size_0(self):
+        # check axis handling for multidimensional empty arrays
+        a = np.array([])
+        a.shape = (3, 2, 1, 0)
+        for axis in range(-a.ndim, a.ndim):
+            msg = 'test empty array sort with axis={0}'.format(axis)
+            assert_equal(np.sort(a, axis=axis), a, msg)
+        msg = 'test empty array sort with axis=None'
+        assert_equal(np.sort(a, axis=None), a.ravel(), msg)
+
+    def test_sort_bad_ordering(self):
+        # test generic class with bogus ordering,
+        # should not segfault.
+        class Boom:
+            def __lt__(self, other):
+                return True
+
+        a = np.array([Boom()] * 100, dtype=object)
+        for kind in self.sort_kinds:
+            msg = "kind=%s" % kind
+            c = a.copy()
+            c.sort(kind=kind)
+            assert_equal(c, a, msg)
+
+    def test_void_sort(self):
+        # gh-8210 - previously segfaulted
+        for i in range(4):
+            rand = np.random.randint(256, size=4000, dtype=np.uint8)
+            arr = rand.view('V4')
+            arr[::-1].sort()
+
+        dt = np.dtype([('val', 'i4', (1,))])
+        for i in range(4):
+            rand = np.random.randint(256, size=4000, dtype=np.uint8)
+            arr = rand.view(dt)
+            arr[::-1].sort()
+
+    def test_sort_raises(self):
+        #gh-9404
+        arr = np.array([0, datetime.now(), 1], dtype=object)
+        for kind in self.sort_kinds:
+            assert_raises(TypeError, arr.sort, kind=kind)
+        #gh-3879
+        class Raiser:
+            def raises_anything(*args, **kwargs):
+                raise TypeError("SOMETHING ERRORED")
+            __eq__ = __ne__ = __lt__ = __gt__ = __ge__ = __le__ = raises_anything
+        arr = np.array([[Raiser(), n] for n in range(10)]).reshape(-1)
+        np.random.shuffle(arr)
+        for kind in self.sort_kinds:
+            assert_raises(TypeError, arr.sort, kind=kind)
+
+    def test_sort_degraded(self):
+        # test degraded dataset would take minutes to run with normal qsort
+        d = np.arange(1000000)
+        do = d.copy()
+        x = d
+        # create a median of 3 killer where each median is the sorted second
+        # last element of the quicksort partition
+        while x.size > 3:
+            mid = x.size // 2
+            x[mid], x[-2] = x[-2], x[mid]
+            x = x[:-2]
+
+        assert_equal(np.sort(d), do)
+        assert_equal(d[np.argsort(d)], do)
+
+    def test_copy(self):
+        def assert_fortran(arr):
+            assert_(arr.flags.fortran)
+            assert_(arr.flags.f_contiguous)
+            assert_(not arr.flags.c_contiguous)
+
+        def assert_c(arr):
+            assert_(not arr.flags.fortran)
+            assert_(not arr.flags.f_contiguous)
+            assert_(arr.flags.c_contiguous)
+
+        a = np.empty((2, 2), order='F')
+        # Test copying a Fortran array
+        assert_c(a.copy())
+        assert_c(a.copy('C'))
+        assert_fortran(a.copy('F'))
+        assert_fortran(a.copy('A'))
+
+        # Now test starting with a C array.
+        a = np.empty((2, 2), order='C')
+        assert_c(a.copy())
+        assert_c(a.copy('C'))
+        assert_fortran(a.copy('F'))
+        assert_c(a.copy('A'))
+    
+    @pytest.mark.parametrize("dtype", ['O', np.int32, 'i,O'])
+    def test__deepcopy__(self, dtype):
+        # Force the entry of NULLs into array
+        a = np.empty(4, dtype=dtype)
+        ctypes.memset(a.ctypes.data, 0, a.nbytes)
+
+        # Ensure no error is raised, see gh-21833
+        b = a.__deepcopy__({})
+
+        a[0] = 42
+        with pytest.raises(AssertionError):
+            assert_array_equal(a, b)
+
+    def test__deepcopy__catches_failure(self):
+        class MyObj:
+            def __deepcopy__(self, *args, **kwargs):
+                raise RuntimeError
+
+        arr = np.array([1, MyObj(), 3], dtype='O')
+        with pytest.raises(RuntimeError):
+            arr.__deepcopy__({})
+
+    def test_sort_order(self):
+        # Test sorting an array with fields
+        x1 = np.array([21, 32, 14])
+        x2 = np.array(['my', 'first', 'name'])
+        x3 = np.array([3.1, 4.5, 6.2])
+        r = np.rec.fromarrays([x1, x2, x3], names='id,word,number')
+
+        r.sort(order=['id'])
+        assert_equal(r.id, np.array([14, 21, 32]))
+        assert_equal(r.word, np.array(['name', 'my', 'first']))
+        assert_equal(r.number, np.array([6.2, 3.1, 4.5]))
+
+        r.sort(order=['word'])
+        assert_equal(r.id, np.array([32, 21, 14]))
+        assert_equal(r.word, np.array(['first', 'my', 'name']))
+        assert_equal(r.number, np.array([4.5, 3.1, 6.2]))
+
+        r.sort(order=['number'])
+        assert_equal(r.id, np.array([21, 32, 14]))
+        assert_equal(r.word, np.array(['my', 'first', 'name']))
+        assert_equal(r.number, np.array([3.1, 4.5, 6.2]))
+
+        assert_raises_regex(ValueError, 'duplicate',
+            lambda: r.sort(order=['id', 'id']))
+
+        if sys.byteorder == 'little':
+            strtype = '>i2'
+        else:
+            strtype = '<i2'
+        mydtype = [('name', 'U5'), ('col2', strtype)]
+        r = np.array([('a', 1), ('b', 255), ('c', 3), ('d', 258)],
+                     dtype=mydtype)
+        r.sort(order='col2')
+        assert_equal(r['col2'], [1, 3, 255, 258])
+        assert_equal(r, np.array([('a', 1), ('c', 3), ('b', 255), ('d', 258)],
+                                 dtype=mydtype))
+
+    def test_argsort(self):
+        # all c scalar argsorts use the same code with different types
+        # so it suffices to run a quick check with one type. The number
+        # of sorted items must be greater than ~50 to check the actual
+        # algorithm because quick and merge sort fall over to insertion
+        # sort for small arrays.
+
+        for dtype in [np.int32, np.uint32, np.float32]:
+            a = np.arange(101, dtype=dtype)
+            b = a[::-1].copy()
+            for kind in self.sort_kinds:
+                msg = "scalar argsort, kind=%s, dtype=%s" % (kind, dtype)
+                assert_equal(a.copy().argsort(kind=kind), a, msg)
+                assert_equal(b.copy().argsort(kind=kind), b, msg)
+
+        # test complex argsorts. These use the same code as the scalars
+        # but the compare function differs.
+        ai = a*1j + 1
+        bi = b*1j + 1
+        for kind in self.sort_kinds:
+            msg = "complex argsort, kind=%s" % kind
+            assert_equal(ai.copy().argsort(kind=kind), a, msg)
+            assert_equal(bi.copy().argsort(kind=kind), b, msg)
+        ai = a + 1j
+        bi = b + 1j
+        for kind in self.sort_kinds:
+            msg = "complex argsort, kind=%s" % kind
+            assert_equal(ai.copy().argsort(kind=kind), a, msg)
+            assert_equal(bi.copy().argsort(kind=kind), b, msg)
+
+        # test argsort of complex arrays requiring byte-swapping, gh-5441
+        for endianness in '<>':
+            for dt in np.typecodes['Complex']:
+                arr = np.array([1+3.j, 2+2.j, 3+1.j], dtype=endianness + dt)
+                msg = 'byte-swapped complex argsort, dtype={0}'.format(dt)
+                assert_equal(arr.argsort(),
+                             np.arange(len(arr), dtype=np.intp), msg)
+
+        # test string argsorts.
+        s = 'aaaaaaaa'
+        a = np.array([s + chr(i) for i in range(101)])
+        b = a[::-1].copy()
+        r = np.arange(101)
+        rr = r[::-1]
+        for kind in self.sort_kinds:
+            msg = "string argsort, kind=%s" % kind
+            assert_equal(a.copy().argsort(kind=kind), r, msg)
+            assert_equal(b.copy().argsort(kind=kind), rr, msg)
+
+        # test unicode argsorts.
+        s = 'aaaaaaaa'
+        a = np.array([s + chr(i) for i in range(101)], dtype=np.unicode_)
+        b = a[::-1]
+        r = np.arange(101)
+        rr = r[::-1]
+        for kind in self.sort_kinds:
+            msg = "unicode argsort, kind=%s" % kind
+            assert_equal(a.copy().argsort(kind=kind), r, msg)
+            assert_equal(b.copy().argsort(kind=kind), rr, msg)
+
+        # test object array argsorts.
+        a = np.empty((101,), dtype=object)
+        a[:] = list(range(101))
+        b = a[::-1]
+        r = np.arange(101)
+        rr = r[::-1]
+        for kind in self.sort_kinds:
+            msg = "object argsort, kind=%s" % kind
+            assert_equal(a.copy().argsort(kind=kind), r, msg)
+            assert_equal(b.copy().argsort(kind=kind), rr, msg)
+
+        # test structured array argsorts.
+        dt = np.dtype([('f', float), ('i', int)])
+        a = np.array([(i, i) for i in range(101)], dtype=dt)
+        b = a[::-1]
+        r = np.arange(101)
+        rr = r[::-1]
+        for kind in self.sort_kinds:
+            msg = "structured array argsort, kind=%s" % kind
+            assert_equal(a.copy().argsort(kind=kind), r, msg)
+            assert_equal(b.copy().argsort(kind=kind), rr, msg)
+
+        # test datetime64 argsorts.
+        a = np.arange(0, 101, dtype='datetime64[D]')
+        b = a[::-1]
+        r = np.arange(101)
+        rr = r[::-1]
+        for kind in ['q', 'h', 'm']:
+            msg = "datetime64 argsort, kind=%s" % kind
+            assert_equal(a.copy().argsort(kind=kind), r, msg)
+            assert_equal(b.copy().argsort(kind=kind), rr, msg)
+
+        # test timedelta64 argsorts.
+        a = np.arange(0, 101, dtype='timedelta64[D]')
+        b = a[::-1]
+        r = np.arange(101)
+        rr = r[::-1]
+        for kind in ['q', 'h', 'm']:
+            msg = "timedelta64 argsort, kind=%s" % kind
+            assert_equal(a.copy().argsort(kind=kind), r, msg)
+            assert_equal(b.copy().argsort(kind=kind), rr, msg)
+
+        # check axis handling. This should be the same for all type
+        # specific argsorts, so we only check it for one type and one kind
+        a = np.array([[3, 2], [1, 0]])
+        b = np.array([[1, 1], [0, 0]])
+        c = np.array([[1, 0], [1, 0]])
+        assert_equal(a.copy().argsort(axis=0), b)
+        assert_equal(a.copy().argsort(axis=1), c)
+        assert_equal(a.copy().argsort(), c)
+
+        # check axis handling for multidimensional empty arrays
+        a = np.array([])
+        a.shape = (3, 2, 1, 0)
+        for axis in range(-a.ndim, a.ndim):
+            msg = 'test empty array argsort with axis={0}'.format(axis)
+            assert_equal(np.argsort(a, axis=axis),
+                         np.zeros_like(a, dtype=np.intp), msg)
+        msg = 'test empty array argsort with axis=None'
+        assert_equal(np.argsort(a, axis=None),
+                     np.zeros_like(a.ravel(), dtype=np.intp), msg)
+
+        # check that stable argsorts are stable
+        r = np.arange(100)
+        # scalars
+        a = np.zeros(100)
+        assert_equal(a.argsort(kind='m'), r)
+        # complex
+        a = np.zeros(100, dtype=complex)
+        assert_equal(a.argsort(kind='m'), r)
+        # string
+        a = np.array(['aaaaaaaaa' for i in range(100)])
+        assert_equal(a.argsort(kind='m'), r)
+        # unicode
+        a = np.array(['aaaaaaaaa' for i in range(100)], dtype=np.unicode_)
+        assert_equal(a.argsort(kind='m'), r)
+
+    def test_sort_unicode_kind(self):
+        d = np.arange(10)
+        k = b'\xc3\xa4'.decode("UTF8")
+        assert_raises(ValueError, d.sort, kind=k)
+        assert_raises(ValueError, d.argsort, kind=k)
+
+    @pytest.mark.parametrize('a', [
+        np.array([0, 1, np.nan], dtype=np.float16),
+        np.array([0, 1, np.nan], dtype=np.float32),
+        np.array([0, 1, np.nan]),
+    ])
+    def test_searchsorted_floats(self, a):
+        # test for floats arrays containing nans. Explicitly test 
+        # half, single, and double precision floats to verify that
+        # the NaN-handling is correct.
+        msg = "Test real (%s) searchsorted with nans, side='l'" % a.dtype
+        b = a.searchsorted(a, side='left')
+        assert_equal(b, np.arange(3), msg)
+        msg = "Test real (%s) searchsorted with nans, side='r'" % a.dtype
+        b = a.searchsorted(a, side='right')
+        assert_equal(b, np.arange(1, 4), msg)
+        # check keyword arguments
+        a.searchsorted(v=1)
+        x = np.array([0, 1, np.nan], dtype='float32')
+        y = np.searchsorted(x, x[-1])
+        assert_equal(y, 2)
+
+    def test_searchsorted_complex(self):
+        # test for complex arrays containing nans. 
+        # The search sorted routines use the compare functions for the
+        # array type, so this checks if that is consistent with the sort
+        # order.
+        # check double complex
+        a = np.zeros(9, dtype=np.complex128)
+        a.real += [0, 0, 1, 1, 0, 1, np.nan, np.nan, np.nan]
+        a.imag += [0, 1, 0, 1, np.nan, np.nan, 0, 1, np.nan]
+        msg = "Test complex searchsorted with nans, side='l'"
+        b = a.searchsorted(a, side='left')
+        assert_equal(b, np.arange(9), msg)
+        msg = "Test complex searchsorted with nans, side='r'"
+        b = a.searchsorted(a, side='right')
+        assert_equal(b, np.arange(1, 10), msg)
+        msg = "Test searchsorted with little endian, side='l'"
+        a = np.array([0, 128], dtype='<i4')
+        b = a.searchsorted(np.array(128, dtype='<i4'))
+        assert_equal(b, 1, msg)
+        msg = "Test searchsorted with big endian, side='l'"
+        a = np.array([0, 128], dtype='>i4')
+        b = a.searchsorted(np.array(128, dtype='>i4'))
+        assert_equal(b, 1, msg)
+        
+    def test_searchsorted_n_elements(self):
+        # Check 0 elements
+        a = np.ones(0)
+        b = a.searchsorted([0, 1, 2], 'left')
+        assert_equal(b, [0, 0, 0])
+        b = a.searchsorted([0, 1, 2], 'right')
+        assert_equal(b, [0, 0, 0])
+        a = np.ones(1)
+        # Check 1 element
+        b = a.searchsorted([0, 1, 2], 'left')
+        assert_equal(b, [0, 0, 1])
+        b = a.searchsorted([0, 1, 2], 'right')
+        assert_equal(b, [0, 1, 1])
+        # Check all elements equal
+        a = np.ones(2)
+        b = a.searchsorted([0, 1, 2], 'left')
+        assert_equal(b, [0, 0, 2])
+        b = a.searchsorted([0, 1, 2], 'right')
+        assert_equal(b, [0, 2, 2])
+
+    def test_searchsorted_unaligned_array(self):
+        # Test searching unaligned array
+        a = np.arange(10)
+        aligned = np.empty(a.itemsize * a.size + 1, 'uint8')
+        unaligned = aligned[1:].view(a.dtype)
+        unaligned[:] = a
+        # Test searching unaligned array
+        b = unaligned.searchsorted(a, 'left')
+        assert_equal(b, a)
+        b = unaligned.searchsorted(a, 'right')
+        assert_equal(b, a + 1)
+        # Test searching for unaligned keys
+        b = a.searchsorted(unaligned, 'left')
+        assert_equal(b, a)
+        b = a.searchsorted(unaligned, 'right')
+        assert_equal(b, a + 1)
+
+    def test_searchsorted_resetting(self):
+        # Test smart resetting of binsearch indices
+        a = np.arange(5)
+        b = a.searchsorted([6, 5, 4], 'left')
+        assert_equal(b, [5, 5, 4])
+        b = a.searchsorted([6, 5, 4], 'right')
+        assert_equal(b, [5, 5, 5])
+
+    def test_searchsorted_type_specific(self):
+        # Test all type specific binary search functions
+        types = ''.join((np.typecodes['AllInteger'], np.typecodes['AllFloat'],
+                         np.typecodes['Datetime'], '?O'))
+        for dt in types:
+            if dt == 'M':
+                dt = 'M8[D]'
+            if dt == '?':
+                a = np.arange(2, dtype=dt)
+                out = np.arange(2)
+            else:
+                a = np.arange(0, 5, dtype=dt)
+                out = np.arange(5)
+            b = a.searchsorted(a, 'left')
+            assert_equal(b, out)
+            b = a.searchsorted(a, 'right')
+            assert_equal(b, out + 1)
+            # Test empty array, use a fresh array to get warnings in
+            # valgrind if access happens.
+            e = np.ndarray(shape=0, buffer=b'', dtype=dt)
+            b = e.searchsorted(a, 'left')
+            assert_array_equal(b, np.zeros(len(a), dtype=np.intp))
+            b = a.searchsorted(e, 'left')
+            assert_array_equal(b, np.zeros(0, dtype=np.intp))
+
+    def test_searchsorted_unicode(self):
+        # Test searchsorted on unicode strings.
+
+        # 1.6.1 contained a string length miscalculation in
+        # arraytypes.c.src:UNICODE_compare() which manifested as
+        # incorrect/inconsistent results from searchsorted.
+        a = np.array(['P:\\20x_dapi_cy3\\20x_dapi_cy3_20100185_1',
+                      'P:\\20x_dapi_cy3\\20x_dapi_cy3_20100186_1',
+                      'P:\\20x_dapi_cy3\\20x_dapi_cy3_20100187_1',
+                      'P:\\20x_dapi_cy3\\20x_dapi_cy3_20100189_1',
+                      'P:\\20x_dapi_cy3\\20x_dapi_cy3_20100190_1',
+                      'P:\\20x_dapi_cy3\\20x_dapi_cy3_20100191_1',
+                      'P:\\20x_dapi_cy3\\20x_dapi_cy3_20100192_1',
+                      'P:\\20x_dapi_cy3\\20x_dapi_cy3_20100193_1',
+                      'P:\\20x_dapi_cy3\\20x_dapi_cy3_20100194_1',
+                      'P:\\20x_dapi_cy3\\20x_dapi_cy3_20100195_1',
+                      'P:\\20x_dapi_cy3\\20x_dapi_cy3_20100196_1',
+                      'P:\\20x_dapi_cy3\\20x_dapi_cy3_20100197_1',
+                      'P:\\20x_dapi_cy3\\20x_dapi_cy3_20100198_1',
+                      'P:\\20x_dapi_cy3\\20x_dapi_cy3_20100199_1'],
+                     dtype=np.unicode_)
+        ind = np.arange(len(a))
+        assert_equal([a.searchsorted(v, 'left') for v in a], ind)
+        assert_equal([a.searchsorted(v, 'right') for v in a], ind + 1)
+        assert_equal([a.searchsorted(a[i], 'left') for i in ind], ind)
+        assert_equal([a.searchsorted(a[i], 'right') for i in ind], ind + 1)
+
+    def test_searchsorted_with_invalid_sorter(self):
+        a = np.array([5, 2, 1, 3, 4])
+        s = np.argsort(a)
+        assert_raises(TypeError, np.searchsorted, a, 0,
+                      sorter=np.array((1, (2, 3)), dtype=object))
+        assert_raises(TypeError, np.searchsorted, a, 0, sorter=[1.1])
+        assert_raises(ValueError, np.searchsorted, a, 0, sorter=[1, 2, 3, 4])
+        assert_raises(ValueError, np.searchsorted, a, 0, sorter=[1, 2, 3, 4, 5, 6])
+
+        # bounds check
+        assert_raises(ValueError, np.searchsorted, a, 4, sorter=[0, 1, 2, 3, 5])
+        assert_raises(ValueError, np.searchsorted, a, 0, sorter=[-1, 0, 1, 2, 3])
+        assert_raises(ValueError, np.searchsorted, a, 0, sorter=[4, 0, -1, 2, 3])
+
+    def test_searchsorted_with_sorter(self):
+        a = np.random.rand(300)
+        s = a.argsort()
+        b = np.sort(a)
+        k = np.linspace(0, 1, 20)
+        assert_equal(b.searchsorted(k), a.searchsorted(k, sorter=s))
+
+        a = np.array([0, 1, 2, 3, 5]*20)
+        s = a.argsort()
+        k = [0, 1, 2, 3, 5]
+        expected = [0, 20, 40, 60, 80]
+        assert_equal(a.searchsorted(k, side='left', sorter=s), expected)
+        expected = [20, 40, 60, 80, 100]
+        assert_equal(a.searchsorted(k, side='right', sorter=s), expected)
+
+        # Test searching unaligned array
+        keys = np.arange(10)
+        a = keys.copy()
+        np.random.shuffle(s)
+        s = a.argsort()
+        aligned = np.empty(a.itemsize * a.size + 1, 'uint8')
+        unaligned = aligned[1:].view(a.dtype)
+        # Test searching unaligned array
+        unaligned[:] = a
+        b = unaligned.searchsorted(keys, 'left', s)
+        assert_equal(b, keys)
+        b = unaligned.searchsorted(keys, 'right', s)
+        assert_equal(b, keys + 1)
+        # Test searching for unaligned keys
+        unaligned[:] = keys
+        b = a.searchsorted(unaligned, 'left', s)
+        assert_equal(b, keys)
+        b = a.searchsorted(unaligned, 'right', s)
+        assert_equal(b, keys + 1)
+
+        # Test all type specific indirect binary search functions
+        types = ''.join((np.typecodes['AllInteger'], np.typecodes['AllFloat'],
+                         np.typecodes['Datetime'], '?O'))
+        for dt in types:
+            if dt == 'M':
+                dt = 'M8[D]'
+            if dt == '?':
+                a = np.array([1, 0], dtype=dt)
+                # We want the sorter array to be of a type that is different
+                # from np.intp in all platforms, to check for #4698
+                s = np.array([1, 0], dtype=np.int16)
+                out = np.array([1, 0])
+            else:
+                a = np.array([3, 4, 1, 2, 0], dtype=dt)
+                # We want the sorter array to be of a type that is different
+                # from np.intp in all platforms, to check for #4698
+                s = np.array([4, 2, 3, 0, 1], dtype=np.int16)
+                out = np.array([3, 4, 1, 2, 0], dtype=np.intp)
+            b = a.searchsorted(a, 'left', s)
+            assert_equal(b, out)
+            b = a.searchsorted(a, 'right', s)
+            assert_equal(b, out + 1)
+            # Test empty array, use a fresh array to get warnings in
+            # valgrind if access happens.
+            e = np.ndarray(shape=0, buffer=b'', dtype=dt)
+            b = e.searchsorted(a, 'left', s[:0])
+            assert_array_equal(b, np.zeros(len(a), dtype=np.intp))
+            b = a.searchsorted(e, 'left', s)
+            assert_array_equal(b, np.zeros(0, dtype=np.intp))
+
+        # Test non-contiguous sorter array
+        a = np.array([3, 4, 1, 2, 0])
+        srt = np.empty((10,), dtype=np.intp)
+        srt[1::2] = -1
+        srt[::2] = [4, 2, 3, 0, 1]
+        s = srt[::2]
+        out = np.array([3, 4, 1, 2, 0], dtype=np.intp)
+        b = a.searchsorted(a, 'left', s)
+        assert_equal(b, out)
+        b = a.searchsorted(a, 'right', s)
+        assert_equal(b, out + 1)
+
+    def test_searchsorted_return_type(self):
+        # Functions returning indices should always return base ndarrays
+        class A(np.ndarray):
+            pass
+        a = np.arange(5).view(A)
+        b = np.arange(1, 3).view(A)
+        s = np.arange(5).view(A)
+        assert_(not isinstance(a.searchsorted(b, 'left'), A))
+        assert_(not isinstance(a.searchsorted(b, 'right'), A))
+        assert_(not isinstance(a.searchsorted(b, 'left', s), A))
+        assert_(not isinstance(a.searchsorted(b, 'right', s), A))
+
+    @pytest.mark.parametrize("dtype", np.typecodes["All"])
+    def test_argpartition_out_of_range(self, dtype):
+        # Test out of range values in kth raise an error, gh-5469
+        d = np.arange(10).astype(dtype=dtype)
+        assert_raises(ValueError, d.argpartition, 10)
+        assert_raises(ValueError, d.argpartition, -11)
+
+    @pytest.mark.parametrize("dtype", np.typecodes["All"])
+    def test_partition_out_of_range(self, dtype):
+        # Test out of range values in kth raise an error, gh-5469
+        d = np.arange(10).astype(dtype=dtype)
+        assert_raises(ValueError, d.partition, 10)
+        assert_raises(ValueError, d.partition, -11)
+
+    def test_argpartition_integer(self):
+        # Test non-integer values in kth raise an error/
+        d = np.arange(10)
+        assert_raises(TypeError, d.argpartition, 9.)
+        # Test also for generic type argpartition, which uses sorting
+        # and used to not bound check kth
+        d_obj = np.arange(10, dtype=object)
+        assert_raises(TypeError, d_obj.argpartition, 9.)
+
+    def test_partition_integer(self):
+        # Test out of range values in kth raise an error, gh-5469
+        d = np.arange(10)
+        assert_raises(TypeError, d.partition, 9.)
+        # Test also for generic type partition, which uses sorting
+        # and used to not bound check kth
+        d_obj = np.arange(10, dtype=object)
+        assert_raises(TypeError, d_obj.partition, 9.)
+
+    @pytest.mark.parametrize("kth_dtype", np.typecodes["AllInteger"])
+    def test_partition_empty_array(self, kth_dtype):
+        # check axis handling for multidimensional empty arrays
+        kth = np.array(0, dtype=kth_dtype)[()]
+        a = np.array([])
+        a.shape = (3, 2, 1, 0)
+        for axis in range(-a.ndim, a.ndim):
+            msg = 'test empty array partition with axis={0}'.format(axis)
+            assert_equal(np.partition(a, kth, axis=axis), a, msg)
+        msg = 'test empty array partition with axis=None'
+        assert_equal(np.partition(a, kth, axis=None), a.ravel(), msg)
+
+    @pytest.mark.parametrize("kth_dtype", np.typecodes["AllInteger"])
+    def test_argpartition_empty_array(self, kth_dtype):
+        # check axis handling for multidimensional empty arrays
+        kth = np.array(0, dtype=kth_dtype)[()]
+        a = np.array([])
+        a.shape = (3, 2, 1, 0)
+        for axis in range(-a.ndim, a.ndim):
+            msg = 'test empty array argpartition with axis={0}'.format(axis)
+            assert_equal(np.partition(a, kth, axis=axis),
+                         np.zeros_like(a, dtype=np.intp), msg)
+        msg = 'test empty array argpartition with axis=None'
+        assert_equal(np.partition(a, kth, axis=None),
+                     np.zeros_like(a.ravel(), dtype=np.intp), msg)
+
+    def test_partition(self):
+        d = np.arange(10)
+        assert_raises(TypeError, np.partition, d, 2, kind=1)
+        assert_raises(ValueError, np.partition, d, 2, kind="nonsense")
+        assert_raises(ValueError, np.argpartition, d, 2, kind="nonsense")
+        assert_raises(ValueError, d.partition, 2, axis=0, kind="nonsense")
+        assert_raises(ValueError, d.argpartition, 2, axis=0, kind="nonsense")
+        for k in ("introselect",):
+            d = np.array([])
+            assert_array_equal(np.partition(d, 0, kind=k), d)
+            assert_array_equal(np.argpartition(d, 0, kind=k), d)
+            d = np.ones(1)
+            assert_array_equal(np.partition(d, 0, kind=k)[0], d)
+            assert_array_equal(d[np.argpartition(d, 0, kind=k)],
+                               np.partition(d, 0, kind=k))
+
+            # kth not modified
+            kth = np.array([30, 15, 5])
+            okth = kth.copy()
+            np.partition(np.arange(40), kth)
+            assert_array_equal(kth, okth)
+
+            for r in ([2, 1], [1, 2], [1, 1]):
+                d = np.array(r)
+                tgt = np.sort(d)
+                assert_array_equal(np.partition(d, 0, kind=k)[0], tgt[0])
+                assert_array_equal(np.partition(d, 1, kind=k)[1], tgt[1])
+                assert_array_equal(d[np.argpartition(d, 0, kind=k)],
+                                   np.partition(d, 0, kind=k))
+                assert_array_equal(d[np.argpartition(d, 1, kind=k)],
+                                   np.partition(d, 1, kind=k))
+                for i in range(d.size):
+                    d[i:].partition(0, kind=k)
+                assert_array_equal(d, tgt)
+
+            for r in ([3, 2, 1], [1, 2, 3], [2, 1, 3], [2, 3, 1],
+                      [1, 1, 1], [1, 2, 2], [2, 2, 1], [1, 2, 1]):
+                d = np.array(r)
+                tgt = np.sort(d)
+                assert_array_equal(np.partition(d, 0, kind=k)[0], tgt[0])
+                assert_array_equal(np.partition(d, 1, kind=k)[1], tgt[1])
+                assert_array_equal(np.partition(d, 2, kind=k)[2], tgt[2])
+                assert_array_equal(d[np.argpartition(d, 0, kind=k)],
+                                   np.partition(d, 0, kind=k))
+                assert_array_equal(d[np.argpartition(d, 1, kind=k)],
+                                   np.partition(d, 1, kind=k))
+                assert_array_equal(d[np.argpartition(d, 2, kind=k)],
+                                   np.partition(d, 2, kind=k))
+                for i in range(d.size):
+                    d[i:].partition(0, kind=k)
+                assert_array_equal(d, tgt)
+
+            d = np.ones(50)
+            assert_array_equal(np.partition(d, 0, kind=k), d)
+            assert_array_equal(d[np.argpartition(d, 0, kind=k)],
+                               np.partition(d, 0, kind=k))
+
+            # sorted
+            d = np.arange(49)
+            assert_equal(np.partition(d, 5, kind=k)[5], 5)
+            assert_equal(np.partition(d, 15, kind=k)[15], 15)
+            assert_array_equal(d[np.argpartition(d, 5, kind=k)],
+                               np.partition(d, 5, kind=k))
+            assert_array_equal(d[np.argpartition(d, 15, kind=k)],
+                               np.partition(d, 15, kind=k))
+
+            # rsorted
+            d = np.arange(47)[::-1]
+            assert_equal(np.partition(d, 6, kind=k)[6], 6)
+            assert_equal(np.partition(d, 16, kind=k)[16], 16)
+            assert_array_equal(d[np.argpartition(d, 6, kind=k)],
+                               np.partition(d, 6, kind=k))
+            assert_array_equal(d[np.argpartition(d, 16, kind=k)],
+                               np.partition(d, 16, kind=k))
+
+            assert_array_equal(np.partition(d, -6, kind=k),
+                               np.partition(d, 41, kind=k))
+            assert_array_equal(np.partition(d, -16, kind=k),
+                               np.partition(d, 31, kind=k))
+            assert_array_equal(d[np.argpartition(d, -6, kind=k)],
+                               np.partition(d, 41, kind=k))
+
+            # median of 3 killer, O(n^2) on pure median 3 pivot quickselect
+            # exercises the median of median of 5 code used to keep O(n)
+            d = np.arange(1000000)
+            x = np.roll(d, d.size // 2)
+            mid = x.size // 2 + 1
+            assert_equal(np.partition(x, mid)[mid], mid)
+            d = np.arange(1000001)
+            x = np.roll(d, d.size // 2 + 1)
+            mid = x.size // 2 + 1
+            assert_equal(np.partition(x, mid)[mid], mid)
+
+            # max
+            d = np.ones(10)
+            d[1] = 4
+            assert_equal(np.partition(d, (2, -1))[-1], 4)
+            assert_equal(np.partition(d, (2, -1))[2], 1)
+            assert_equal(d[np.argpartition(d, (2, -1))][-1], 4)
+            assert_equal(d[np.argpartition(d, (2, -1))][2], 1)
+            d[1] = np.nan
+            assert_(np.isnan(d[np.argpartition(d, (2, -1))][-1]))
+            assert_(np.isnan(np.partition(d, (2, -1))[-1]))
+
+            # equal elements
+            d = np.arange(47) % 7
+            tgt = np.sort(np.arange(47) % 7)
+            np.random.shuffle(d)
+            for i in range(d.size):
+                assert_equal(np.partition(d, i, kind=k)[i], tgt[i])
+            assert_array_equal(d[np.argpartition(d, 6, kind=k)],
+                               np.partition(d, 6, kind=k))
+            assert_array_equal(d[np.argpartition(d, 16, kind=k)],
+                               np.partition(d, 16, kind=k))
+            for i in range(d.size):
+                d[i:].partition(0, kind=k)
+            assert_array_equal(d, tgt)
+
+            d = np.array([0, 1, 2, 3, 4, 5, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7,
+                          7, 7, 7, 7, 7, 9])
+            kth = [0, 3, 19, 20]
+            assert_equal(np.partition(d, kth, kind=k)[kth], (0, 3, 7, 7))
+            assert_equal(d[np.argpartition(d, kth, kind=k)][kth], (0, 3, 7, 7))
+
+            d = np.array([2, 1])
+            d.partition(0, kind=k)
+            assert_raises(ValueError, d.partition, 2)
+            assert_raises(np.AxisError, d.partition, 3, axis=1)
+            assert_raises(ValueError, np.partition, d, 2)
+            assert_raises(np.AxisError, np.partition, d, 2, axis=1)
+            assert_raises(ValueError, d.argpartition, 2)
+            assert_raises(np.AxisError, d.argpartition, 3, axis=1)
+            assert_raises(ValueError, np.argpartition, d, 2)
+            assert_raises(np.AxisError, np.argpartition, d, 2, axis=1)
+            d = np.arange(10).reshape((2, 5))
+            d.partition(1, axis=0, kind=k)
+            d.partition(4, axis=1, kind=k)
+            np.partition(d, 1, axis=0, kind=k)
+            np.partition(d, 4, axis=1, kind=k)
+            np.partition(d, 1, axis=None, kind=k)
+            np.partition(d, 9, axis=None, kind=k)
+            d.argpartition(1, axis=0, kind=k)
+            d.argpartition(4, axis=1, kind=k)
+            np.argpartition(d, 1, axis=0, kind=k)
+            np.argpartition(d, 4, axis=1, kind=k)
+            np.argpartition(d, 1, axis=None, kind=k)
+            np.argpartition(d, 9, axis=None, kind=k)
+            assert_raises(ValueError, d.partition, 2, axis=0)
+            assert_raises(ValueError, d.partition, 11, axis=1)
+            assert_raises(TypeError, d.partition, 2, axis=None)
+            assert_raises(ValueError, np.partition, d, 9, axis=1)
+            assert_raises(ValueError, np.partition, d, 11, axis=None)
+            assert_raises(ValueError, d.argpartition, 2, axis=0)
+            assert_raises(ValueError, d.argpartition, 11, axis=1)
+            assert_raises(ValueError, np.argpartition, d, 9, axis=1)
+            assert_raises(ValueError, np.argpartition, d, 11, axis=None)
+
+            td = [(dt, s) for dt in [np.int32, np.float32, np.complex64]
+                  for s in (9, 16)]
+            for dt, s in td:
+                aae = assert_array_equal
+                at = assert_
+
+                d = np.arange(s, dtype=dt)
+                np.random.shuffle(d)
+                d1 = np.tile(np.arange(s, dtype=dt), (4, 1))
+                map(np.random.shuffle, d1)
+                d0 = np.transpose(d1)
+                for i in range(d.size):
+                    p = np.partition(d, i, kind=k)
+                    assert_equal(p[i], i)
+                    # all before are smaller
+                    assert_array_less(p[:i], p[i])
+                    # all after are larger
+                    assert_array_less(p[i], p[i + 1:])
+                    aae(p, d[np.argpartition(d, i, kind=k)])
+
+                    p = np.partition(d1, i, axis=1, kind=k)
+                    aae(p[:, i], np.array([i] * d1.shape[0], dtype=dt))
+                    # array_less does not seem to work right
+                    at((p[:, :i].T <= p[:, i]).all(),
+                       msg="%d: %r <= %r" % (i, p[:, i], p[:, :i].T))
+                    at((p[:, i + 1:].T > p[:, i]).all(),
+                       msg="%d: %r < %r" % (i, p[:, i], p[:, i + 1:].T))
+                    aae(p, d1[np.arange(d1.shape[0])[:, None],
+                        np.argpartition(d1, i, axis=1, kind=k)])
+
+                    p = np.partition(d0, i, axis=0, kind=k)
+                    aae(p[i, :], np.array([i] * d1.shape[0], dtype=dt))
+                    # array_less does not seem to work right
+                    at((p[:i, :] <= p[i, :]).all(),
+                       msg="%d: %r <= %r" % (i, p[i, :], p[:i, :]))
+                    at((p[i + 1:, :] > p[i, :]).all(),
+                       msg="%d: %r < %r" % (i, p[i, :], p[:, i + 1:]))
+                    aae(p, d0[np.argpartition(d0, i, axis=0, kind=k),
+                        np.arange(d0.shape[1])[None, :]])
+
+                    # check inplace
+                    dc = d.copy()
+                    dc.partition(i, kind=k)
+                    assert_equal(dc, np.partition(d, i, kind=k))
+                    dc = d0.copy()
+                    dc.partition(i, axis=0, kind=k)
+                    assert_equal(dc, np.partition(d0, i, axis=0, kind=k))
+                    dc = d1.copy()
+                    dc.partition(i, axis=1, kind=k)
+                    assert_equal(dc, np.partition(d1, i, axis=1, kind=k))
+
+    def assert_partitioned(self, d, kth):
+        prev = 0
+        for k in np.sort(kth):
+            assert_array_less(d[prev:k], d[k], err_msg='kth %d' % k)
+            assert_((d[k:] >= d[k]).all(),
+                    msg="kth %d, %r not greater equal %d" % (k, d[k:], d[k]))
+            prev = k + 1
+
+    def test_partition_iterative(self):
+            d = np.arange(17)
+            kth = (0, 1, 2, 429, 231)
+            assert_raises(ValueError, d.partition, kth)
+            assert_raises(ValueError, d.argpartition, kth)
+            d = np.arange(10).reshape((2, 5))
+            assert_raises(ValueError, d.partition, kth, axis=0)
+            assert_raises(ValueError, d.partition, kth, axis=1)
+            assert_raises(ValueError, np.partition, d, kth, axis=1)
+            assert_raises(ValueError, np.partition, d, kth, axis=None)
+
+            d = np.array([3, 4, 2, 1])
+            p = np.partition(d, (0, 3))
+            self.assert_partitioned(p, (0, 3))
+            self.assert_partitioned(d[np.argpartition(d, (0, 3))], (0, 3))
+
+            assert_array_equal(p, np.partition(d, (-3, -1)))
+            assert_array_equal(p, d[np.argpartition(d, (-3, -1))])
+
+            d = np.arange(17)
+            np.random.shuffle(d)
+            d.partition(range(d.size))
+            assert_array_equal(np.arange(17), d)
+            np.random.shuffle(d)
+            assert_array_equal(np.arange(17), d[d.argpartition(range(d.size))])
+
+            # test unsorted kth
+            d = np.arange(17)
+            np.random.shuffle(d)
+            keys = np.array([1, 3, 8, -2])
+            np.random.shuffle(d)
+            p = np.partition(d, keys)
+            self.assert_partitioned(p, keys)
+            p = d[np.argpartition(d, keys)]
+            self.assert_partitioned(p, keys)
+            np.random.shuffle(keys)
+            assert_array_equal(np.partition(d, keys), p)
+            assert_array_equal(d[np.argpartition(d, keys)], p)
+
+            # equal kth
+            d = np.arange(20)[::-1]
+            self.assert_partitioned(np.partition(d, [5]*4), [5])
+            self.assert_partitioned(np.partition(d, [5]*4 + [6, 13]),
+                                    [5]*4 + [6, 13])
+            self.assert_partitioned(d[np.argpartition(d, [5]*4)], [5])
+            self.assert_partitioned(d[np.argpartition(d, [5]*4 + [6, 13])],
+                                    [5]*4 + [6, 13])
+
+            d = np.arange(12)
+            np.random.shuffle(d)
+            d1 = np.tile(np.arange(12), (4, 1))
+            map(np.random.shuffle, d1)
+            d0 = np.transpose(d1)
+
+            kth = (1, 6, 7, -1)
+            p = np.partition(d1, kth, axis=1)
+            pa = d1[np.arange(d1.shape[0])[:, None],
+                    d1.argpartition(kth, axis=1)]
+            assert_array_equal(p, pa)
+            for i in range(d1.shape[0]):
+                self.assert_partitioned(p[i,:], kth)
+            p = np.partition(d0, kth, axis=0)
+            pa = d0[np.argpartition(d0, kth, axis=0),
+                    np.arange(d0.shape[1])[None,:]]
+            assert_array_equal(p, pa)
+            for i in range(d0.shape[1]):
+                self.assert_partitioned(p[:, i], kth)
+
+    def test_partition_cdtype(self):
+        d = np.array([('Galahad', 1.7, 38), ('Arthur', 1.8, 41),
+                   ('Lancelot', 1.9, 38)],
+                  dtype=[('name', '|S10'), ('height', '<f8'), ('age', '<i4')])
+
+        tgt = np.sort(d, order=['age', 'height'])
+        assert_array_equal(np.partition(d, range(d.size),
+                                        order=['age', 'height']),
+                           tgt)
+        assert_array_equal(d[np.argpartition(d, range(d.size),
+                                             order=['age', 'height'])],
+                           tgt)
+        for k in range(d.size):
+            assert_equal(np.partition(d, k, order=['age', 'height'])[k],
+                        tgt[k])
+            assert_equal(d[np.argpartition(d, k, order=['age', 'height'])][k],
+                         tgt[k])
+
+        d = np.array(['Galahad', 'Arthur', 'zebra', 'Lancelot'])
+        tgt = np.sort(d)
+        assert_array_equal(np.partition(d, range(d.size)), tgt)
+        for k in range(d.size):
+            assert_equal(np.partition(d, k)[k], tgt[k])
+            assert_equal(d[np.argpartition(d, k)][k], tgt[k])
+
+    def test_partition_unicode_kind(self):
+        d = np.arange(10)
+        k = b'\xc3\xa4'.decode("UTF8")
+        assert_raises(ValueError, d.partition, 2, kind=k)
+        assert_raises(ValueError, d.argpartition, 2, kind=k)
+
+    def test_partition_fuzz(self):
+        # a few rounds of random data testing
+        for j in range(10, 30):
+            for i in range(1, j - 2):
+                d = np.arange(j)
+                np.random.shuffle(d)
+                d = d % np.random.randint(2, 30)
+                idx = np.random.randint(d.size)
+                kth = [0, idx, i, i + 1]
+                tgt = np.sort(d)[kth]
+                assert_array_equal(np.partition(d, kth)[kth], tgt,
+                                   err_msg="data: %r\n kth: %r" % (d, kth))
+
+    @pytest.mark.parametrize("kth_dtype", np.typecodes["AllInteger"])
+    def test_argpartition_gh5524(self, kth_dtype):
+        #  A test for functionality of argpartition on lists.
+        kth = np.array(1, dtype=kth_dtype)[()]
+        d = [6, 7, 3, 2, 9, 0]
+        p = np.argpartition(d, kth)
+        self.assert_partitioned(np.array(d)[p],[1])
+
+    def test_flatten(self):
+        x0 = np.array([[1, 2, 3], [4, 5, 6]], np.int32)
+        x1 = np.array([[[1, 2], [3, 4]], [[5, 6], [7, 8]]], np.int32)
+        y0 = np.array([1, 2, 3, 4, 5, 6], np.int32)
+        y0f = np.array([1, 4, 2, 5, 3, 6], np.int32)
+        y1 = np.array([1, 2, 3, 4, 5, 6, 7, 8], np.int32)
+        y1f = np.array([1, 5, 3, 7, 2, 6, 4, 8], np.int32)
+        assert_equal(x0.flatten(), y0)
+        assert_equal(x0.flatten('F'), y0f)
+        assert_equal(x0.flatten('F'), x0.T.flatten())
+        assert_equal(x1.flatten(), y1)
+        assert_equal(x1.flatten('F'), y1f)
+        assert_equal(x1.flatten('F'), x1.T.flatten())
+
+
+    @pytest.mark.parametrize('func', (np.dot, np.matmul))
+    def test_arr_mult(self, func):
+        a = np.array([[1, 0], [0, 1]])
+        b = np.array([[0, 1], [1, 0]])
+        c = np.array([[9, 1], [1, -9]])
+        d = np.arange(24).reshape(4, 6)
+        ddt = np.array(
+            [[  55,  145,  235,  325],
+             [ 145,  451,  757, 1063],
+             [ 235,  757, 1279, 1801],
+             [ 325, 1063, 1801, 2539]]
+        )
+        dtd = np.array(
+            [[504, 540, 576, 612, 648, 684],
+             [540, 580, 620, 660, 700, 740],
+             [576, 620, 664, 708, 752, 796],
+             [612, 660, 708, 756, 804, 852],
+             [648, 700, 752, 804, 856, 908],
+             [684, 740, 796, 852, 908, 964]]
+        )
+
+
+        # gemm vs syrk optimizations
+        for et in [np.float32, np.float64, np.complex64, np.complex128]:
+            eaf = a.astype(et)
+            assert_equal(func(eaf, eaf), eaf)
+            assert_equal(func(eaf.T, eaf), eaf)
+            assert_equal(func(eaf, eaf.T), eaf)
+            assert_equal(func(eaf.T, eaf.T), eaf)
+            assert_equal(func(eaf.T.copy(), eaf), eaf)
+            assert_equal(func(eaf, eaf.T.copy()), eaf)
+            assert_equal(func(eaf.T.copy(), eaf.T.copy()), eaf)
+
+        # syrk validations
+        for et in [np.float32, np.float64, np.complex64, np.complex128]:
+            eaf = a.astype(et)
+            ebf = b.astype(et)
+            assert_equal(func(ebf, ebf), eaf)
+            assert_equal(func(ebf.T, ebf), eaf)
+            assert_equal(func(ebf, ebf.T), eaf)
+            assert_equal(func(ebf.T, ebf.T), eaf)
+
+        # syrk - different shape, stride, and view validations
+        for et in [np.float32, np.float64, np.complex64, np.complex128]:
+            edf = d.astype(et)
+            assert_equal(
+                func(edf[::-1, :], edf.T),
+                func(edf[::-1, :].copy(), edf.T.copy())
+            )
+            assert_equal(
+                func(edf[:, ::-1], edf.T),
+                func(edf[:, ::-1].copy(), edf.T.copy())
+            )
+            assert_equal(
+                func(edf, edf[::-1, :].T),
+                func(edf, edf[::-1, :].T.copy())
+            )
+            assert_equal(
+                func(edf, edf[:, ::-1].T),
+                func(edf, edf[:, ::-1].T.copy())
+            )
+            assert_equal(
+                func(edf[:edf.shape[0] // 2, :], edf[::2, :].T),
+                func(edf[:edf.shape[0] // 2, :].copy(), edf[::2, :].T.copy())
+            )
+            assert_equal(
+                func(edf[::2, :], edf[:edf.shape[0] // 2, :].T),
+                func(edf[::2, :].copy(), edf[:edf.shape[0] // 2, :].T.copy())
+            )
+
+        # syrk - different shape
+        for et in [np.float32, np.float64, np.complex64, np.complex128]:
+            edf = d.astype(et)
+            eddtf = ddt.astype(et)
+            edtdf = dtd.astype(et)
+            assert_equal(func(edf, edf.T), eddtf)
+            assert_equal(func(edf.T, edf), edtdf)
+
+    @pytest.mark.parametrize('func', (np.dot, np.matmul))
+    @pytest.mark.parametrize('dtype', 'ifdFD')
+    def test_no_dgemv(self, func, dtype):
+        # check vector arg for contiguous before gemv
+        # gh-12156
+        a = np.arange(8.0, dtype=dtype).reshape(2, 4)
+        b = np.broadcast_to(1., (4, 1))
+        ret1 = func(a, b)
+        ret2 = func(a, b.copy())
+        assert_equal(ret1, ret2)
+
+        ret1 = func(b.T, a.T)
+        ret2 = func(b.T.copy(), a.T)
+        assert_equal(ret1, ret2)
+
+        # check for unaligned data
+        dt = np.dtype(dtype)
+        a = np.zeros(8 * dt.itemsize // 2 + 1, dtype='int16')[1:].view(dtype)
+        a = a.reshape(2, 4)
+        b = a[0]
+        # make sure it is not aligned
+        assert_(a.__array_interface__['data'][0] % dt.itemsize != 0)
+        ret1 = func(a, b)
+        ret2 = func(a.copy(), b.copy())
+        assert_equal(ret1, ret2)
+
+        ret1 = func(b.T, a.T)
+        ret2 = func(b.T.copy(), a.T.copy())
+        assert_equal(ret1, ret2)
+
+    def test_dot(self):
+        a = np.array([[1, 0], [0, 1]])
+        b = np.array([[0, 1], [1, 0]])
+        c = np.array([[9, 1], [1, -9]])
+        # function versus methods
+        assert_equal(np.dot(a, b), a.dot(b))
+        assert_equal(np.dot(np.dot(a, b), c), a.dot(b).dot(c))
+
+        # test passing in an output array
+        c = np.zeros_like(a)
+        a.dot(b, c)
+        assert_equal(c, np.dot(a, b))
+
+        # test keyword args
+        c = np.zeros_like(a)
+        a.dot(b=b, out=c)
+        assert_equal(c, np.dot(a, b))
+
+    def test_dot_type_mismatch(self):
+        c = 1.
+        A = np.array((1,1), dtype='i,i')
+
+        assert_raises(TypeError, np.dot, c, A)
+        assert_raises(TypeError, np.dot, A, c)
+
+    def test_dot_out_mem_overlap(self):
+        np.random.seed(1)
+
+        # Test BLAS and non-BLAS code paths, including all dtypes
+        # that dot() supports
+        dtypes = [np.dtype(code) for code in np.typecodes['All']
+                  if code not in 'USVM']
+        for dtype in dtypes:
+            a = np.random.rand(3, 3).astype(dtype)
+
+            # Valid dot() output arrays must be aligned
+            b = _aligned_zeros((3, 3), dtype=dtype)
+            b[...] = np.random.rand(3, 3)
+
+            y = np.dot(a, b)
+            x = np.dot(a, b, out=b)
+            assert_equal(x, y, err_msg=repr(dtype))
+
+            # Check invalid output array
+            assert_raises(ValueError, np.dot, a, b, out=b[::2])
+            assert_raises(ValueError, np.dot, a, b, out=b.T)
+
+    def test_dot_matmul_out(self):
+        # gh-9641
+        class Sub(np.ndarray):
+            pass
+        a = np.ones((2, 2)).view(Sub)
+        b = np.ones((2, 2)).view(Sub)
+        out = np.ones((2, 2))
+
+        # make sure out can be any ndarray (not only subclass of inputs)
+        np.dot(a, b, out=out)
+        np.matmul(a, b, out=out)
+
+    def test_dot_matmul_inner_array_casting_fails(self):
+
+        class A:
+            def __array__(self, *args, **kwargs):
+                raise NotImplementedError
+
+        # Don't override the error from calling __array__()
+        assert_raises(NotImplementedError, np.dot, A(), A())
+        assert_raises(NotImplementedError, np.matmul, A(), A())
+        assert_raises(NotImplementedError, np.inner, A(), A())
+
+    def test_matmul_out(self):
+        # overlapping memory
+        a = np.arange(18).reshape(2, 3, 3)
+        b = np.matmul(a, a)
+        c = np.matmul(a, a, out=a)
+        assert_(c is a)
+        assert_equal(c, b)
+        a = np.arange(18).reshape(2, 3, 3)
+        c = np.matmul(a, a, out=a[::-1, ...])
+        assert_(c.base is a.base)
+        assert_equal(c, b)
+
+    def test_diagonal(self):
+        a = np.arange(12).reshape((3, 4))
+        assert_equal(a.diagonal(), [0, 5, 10])
+        assert_equal(a.diagonal(0), [0, 5, 10])
+        assert_equal(a.diagonal(1), [1, 6, 11])
+        assert_equal(a.diagonal(-1), [4, 9])
+        assert_raises(np.AxisError, a.diagonal, axis1=0, axis2=5)
+        assert_raises(np.AxisError, a.diagonal, axis1=5, axis2=0)
+        assert_raises(np.AxisError, a.diagonal, axis1=5, axis2=5)
+        assert_raises(ValueError, a.diagonal, axis1=1, axis2=1)
+
+        b = np.arange(8).reshape((2, 2, 2))
+        assert_equal(b.diagonal(), [[0, 6], [1, 7]])
+        assert_equal(b.diagonal(0), [[0, 6], [1, 7]])
+        assert_equal(b.diagonal(1), [[2], [3]])
+        assert_equal(b.diagonal(-1), [[4], [5]])
+        assert_raises(ValueError, b.diagonal, axis1=0, axis2=0)
+        assert_equal(b.diagonal(0, 1, 2), [[0, 3], [4, 7]])
+        assert_equal(b.diagonal(0, 0, 1), [[0, 6], [1, 7]])
+        assert_equal(b.diagonal(offset=1, axis1=0, axis2=2), [[1], [3]])
+        # Order of axis argument doesn't matter:
+        assert_equal(b.diagonal(0, 2, 1), [[0, 3], [4, 7]])
+
+    def test_diagonal_view_notwriteable(self):
+        a = np.eye(3).diagonal()
+        assert_(not a.flags.writeable)
+        assert_(not a.flags.owndata)
+
+        a = np.diagonal(np.eye(3))
+        assert_(not a.flags.writeable)
+        assert_(not a.flags.owndata)
+
+        a = np.diag(np.eye(3))
+        assert_(not a.flags.writeable)
+        assert_(not a.flags.owndata)
+
+    def test_diagonal_memleak(self):
+        # Regression test for a bug that crept in at one point
+        a = np.zeros((100, 100))
+        if HAS_REFCOUNT:
+            assert_(sys.getrefcount(a) < 50)
+        for i in range(100):
+            a.diagonal()
+        if HAS_REFCOUNT:
+            assert_(sys.getrefcount(a) < 50)
+
+    def test_size_zero_memleak(self):
+        # Regression test for issue 9615
+        # Exercises a special-case code path for dot products of length
+        # zero in cblasfuncs (making it is specific to floating dtypes).
+        a = np.array([], dtype=np.float64)
+        x = np.array(2.0)
+        for _ in range(100):
+            np.dot(a, a, out=x)
+        if HAS_REFCOUNT:
+            assert_(sys.getrefcount(x) < 50)
+
+    def test_trace(self):
+        a = np.arange(12).reshape((3, 4))
+        assert_equal(a.trace(), 15)
+        assert_equal(a.trace(0), 15)
+        assert_equal(a.trace(1), 18)
+        assert_equal(a.trace(-1), 13)
+
+        b = np.arange(8).reshape((2, 2, 2))
+        assert_equal(b.trace(), [6, 8])
+        assert_equal(b.trace(0), [6, 8])
+        assert_equal(b.trace(1), [2, 3])
+        assert_equal(b.trace(-1), [4, 5])
+        assert_equal(b.trace(0, 0, 1), [6, 8])
+        assert_equal(b.trace(0, 0, 2), [5, 9])
+        assert_equal(b.trace(0, 1, 2), [3, 11])
+        assert_equal(b.trace(offset=1, axis1=0, axis2=2), [1, 3])
+
+        out = np.array(1)
+        ret = a.trace(out=out)
+        assert ret is out
+
+    def test_trace_subclass(self):
+        # The class would need to overwrite trace to ensure single-element
+        # output also has the right subclass.
+        class MyArray(np.ndarray):
+            pass
+
+        b = np.arange(8).reshape((2, 2, 2)).view(MyArray)
+        t = b.trace()
+        assert_(isinstance(t, MyArray))
+
+    def test_put(self):
+        icodes = np.typecodes['AllInteger']
+        fcodes = np.typecodes['AllFloat']
+        for dt in icodes + fcodes + 'O':
+            tgt = np.array([0, 1, 0, 3, 0, 5], dtype=dt)
+
+            # test 1-d
+            a = np.zeros(6, dtype=dt)
+            a.put([1, 3, 5], [1, 3, 5])
+            assert_equal(a, tgt)
+
+            # test 2-d
+            a = np.zeros((2, 3), dtype=dt)
+            a.put([1, 3, 5], [1, 3, 5])
+            assert_equal(a, tgt.reshape(2, 3))
+
+        for dt in '?':
+            tgt = np.array([False, True, False, True, False, True], dtype=dt)
+
+            # test 1-d
+            a = np.zeros(6, dtype=dt)
+            a.put([1, 3, 5], [True]*3)
+            assert_equal(a, tgt)
+
+            # test 2-d
+            a = np.zeros((2, 3), dtype=dt)
+            a.put([1, 3, 5], [True]*3)
+            assert_equal(a, tgt.reshape(2, 3))
+
+        # check must be writeable
+        a = np.zeros(6)
+        a.flags.writeable = False
+        assert_raises(ValueError, a.put, [1, 3, 5], [1, 3, 5])
+
+        # when calling np.put, make sure a
+        # TypeError is raised if the object
+        # isn't an ndarray
+        bad_array = [1, 2, 3]
+        assert_raises(TypeError, np.put, bad_array, [0, 2], 5)
+
+    def test_ravel(self):
+        a = np.array([[0, 1], [2, 3]])
+        assert_equal(a.ravel(), [0, 1, 2, 3])
+        assert_(not a.ravel().flags.owndata)
+        assert_equal(a.ravel('F'), [0, 2, 1, 3])
+        assert_equal(a.ravel(order='C'), [0, 1, 2, 3])
+        assert_equal(a.ravel(order='F'), [0, 2, 1, 3])
+        assert_equal(a.ravel(order='A'), [0, 1, 2, 3])
+        assert_(not a.ravel(order='A').flags.owndata)
+        assert_equal(a.ravel(order='K'), [0, 1, 2, 3])
+        assert_(not a.ravel(order='K').flags.owndata)
+        assert_equal(a.ravel(), a.reshape(-1))
+
+        a = np.array([[0, 1], [2, 3]], order='F')
+        assert_equal(a.ravel(), [0, 1, 2, 3])
+        assert_equal(a.ravel(order='A'), [0, 2, 1, 3])
+        assert_equal(a.ravel(order='K'), [0, 2, 1, 3])
+        assert_(not a.ravel(order='A').flags.owndata)
+        assert_(not a.ravel(order='K').flags.owndata)
+        assert_equal(a.ravel(), a.reshape(-1))
+        assert_equal(a.ravel(order='A'), a.reshape(-1, order='A'))
+
+        a = np.array([[0, 1], [2, 3]])[::-1, :]
+        assert_equal(a.ravel(), [2, 3, 0, 1])
+        assert_equal(a.ravel(order='C'), [2, 3, 0, 1])
+        assert_equal(a.ravel(order='F'), [2, 0, 3, 1])
+        assert_equal(a.ravel(order='A'), [2, 3, 0, 1])
+        # 'K' doesn't reverse the axes of negative strides
+        assert_equal(a.ravel(order='K'), [2, 3, 0, 1])
+        assert_(a.ravel(order='K').flags.owndata)
+
+        # Test simple 1-d copy behaviour:
+        a = np.arange(10)[::2]
+        assert_(a.ravel('K').flags.owndata)
+        assert_(a.ravel('C').flags.owndata)
+        assert_(a.ravel('F').flags.owndata)
+
+        # Not contiguous and 1-sized axis with non matching stride
+        a = np.arange(2**3 * 2)[::2]
+        a = a.reshape(2, 1, 2, 2).swapaxes(-1, -2)
+        strides = list(a.strides)
+        strides[1] = 123
+        a.strides = strides
+        assert_(a.ravel(order='K').flags.owndata)
+        assert_equal(a.ravel('K'), np.arange(0, 15, 2))
+
+        # contiguous and 1-sized axis with non matching stride works:
+        a = np.arange(2**3)
+        a = a.reshape(2, 1, 2, 2).swapaxes(-1, -2)
+        strides = list(a.strides)
+        strides[1] = 123
+        a.strides = strides
+        assert_(np.may_share_memory(a.ravel(order='K'), a))
+        assert_equal(a.ravel(order='K'), np.arange(2**3))
+
+        # Test negative strides (not very interesting since non-contiguous):
+        a = np.arange(4)[::-1].reshape(2, 2)
+        assert_(a.ravel(order='C').flags.owndata)
+        assert_(a.ravel(order='K').flags.owndata)
+        assert_equal(a.ravel('C'), [3, 2, 1, 0])
+        assert_equal(a.ravel('K'), [3, 2, 1, 0])
+
+        # 1-element tidy strides test:
+        a = np.array([[1]])
+        a.strides = (123, 432)
+        # If the following stride is not 8, NPY_RELAXED_STRIDES_DEBUG is
+        # messing them up on purpose:
+        if np.ones(1).strides == (8,):
+            assert_(np.may_share_memory(a.ravel('K'), a))
+            assert_equal(a.ravel('K').strides, (a.dtype.itemsize,))
+
+        for order in ('C', 'F', 'A', 'K'):
+            # 0-d corner case:
+            a = np.array(0)
+            assert_equal(a.ravel(order), [0])
+            assert_(np.may_share_memory(a.ravel(order), a))
+
+        # Test that certain non-inplace ravels work right (mostly) for 'K':
+        b = np.arange(2**4 * 2)[::2].reshape(2, 2, 2, 2)
+        a = b[..., ::2]
+        assert_equal(a.ravel('K'), [0, 4, 8, 12, 16, 20, 24, 28])
+        assert_equal(a.ravel('C'), [0, 4, 8, 12, 16, 20, 24, 28])
+        assert_equal(a.ravel('A'), [0, 4, 8, 12, 16, 20, 24, 28])
+        assert_equal(a.ravel('F'), [0, 16, 8, 24, 4, 20, 12, 28])
+
+        a = b[::2, ...]
+        assert_equal(a.ravel('K'), [0, 2, 4, 6, 8, 10, 12, 14])
+        assert_equal(a.ravel('C'), [0, 2, 4, 6, 8, 10, 12, 14])
+        assert_equal(a.ravel('A'), [0, 2, 4, 6, 8, 10, 12, 14])
+        assert_equal(a.ravel('F'), [0, 8, 4, 12, 2, 10, 6, 14])
+
+    def test_ravel_subclass(self):
+        class ArraySubclass(np.ndarray):
+            pass
+
+        a = np.arange(10).view(ArraySubclass)
+        assert_(isinstance(a.ravel('C'), ArraySubclass))
+        assert_(isinstance(a.ravel('F'), ArraySubclass))
+        assert_(isinstance(a.ravel('A'), ArraySubclass))
+        assert_(isinstance(a.ravel('K'), ArraySubclass))
+
+        a = np.arange(10)[::2].view(ArraySubclass)
+        assert_(isinstance(a.ravel('C'), ArraySubclass))
+        assert_(isinstance(a.ravel('F'), ArraySubclass))
+        assert_(isinstance(a.ravel('A'), ArraySubclass))
+        assert_(isinstance(a.ravel('K'), ArraySubclass))
+
+    def test_swapaxes(self):
+        a = np.arange(1*2*3*4).reshape(1, 2, 3, 4).copy()
+        idx = np.indices(a.shape)
+        assert_(a.flags['OWNDATA'])
+        b = a.copy()
+        # check exceptions
+        assert_raises(np.AxisError, a.swapaxes, -5, 0)
+        assert_raises(np.AxisError, a.swapaxes, 4, 0)
+        assert_raises(np.AxisError, a.swapaxes, 0, -5)
+        assert_raises(np.AxisError, a.swapaxes, 0, 4)
+
+        for i in range(-4, 4):
+            for j in range(-4, 4):
+                for k, src in enumerate((a, b)):
+                    c = src.swapaxes(i, j)
+                    # check shape
+                    shape = list(src.shape)
+                    shape[i] = src.shape[j]
+                    shape[j] = src.shape[i]
+                    assert_equal(c.shape, shape, str((i, j, k)))
+                    # check array contents
+                    i0, i1, i2, i3 = [dim-1 for dim in c.shape]
+                    j0, j1, j2, j3 = [dim-1 for dim in src.shape]
+                    assert_equal(src[idx[j0], idx[j1], idx[j2], idx[j3]],
+                                 c[idx[i0], idx[i1], idx[i2], idx[i3]],
+                                 str((i, j, k)))
+                    # check a view is always returned, gh-5260
+                    assert_(not c.flags['OWNDATA'], str((i, j, k)))
+                    # check on non-contiguous input array
+                    if k == 1:
+                        b = c
+
+    def test_conjugate(self):
+        a = np.array([1-1j, 1+1j, 23+23.0j])
+        ac = a.conj()
+        assert_equal(a.real, ac.real)
+        assert_equal(a.imag, -ac.imag)
+        assert_equal(ac, a.conjugate())
+        assert_equal(ac, np.conjugate(a))
+
+        a = np.array([1-1j, 1+1j, 23+23.0j], 'F')
+        ac = a.conj()
+        assert_equal(a.real, ac.real)
+        assert_equal(a.imag, -ac.imag)
+        assert_equal(ac, a.conjugate())
+        assert_equal(ac, np.conjugate(a))
+
+        a = np.array([1, 2, 3])
+        ac = a.conj()
+        assert_equal(a, ac)
+        assert_equal(ac, a.conjugate())
+        assert_equal(ac, np.conjugate(a))
+
+        a = np.array([1.0, 2.0, 3.0])
+        ac = a.conj()
+        assert_equal(a, ac)
+        assert_equal(ac, a.conjugate())
+        assert_equal(ac, np.conjugate(a))
+
+        a = np.array([1-1j, 1+1j, 1, 2.0], object)
+        ac = a.conj()
+        assert_equal(ac, [k.conjugate() for k in a])
+        assert_equal(ac, a.conjugate())
+        assert_equal(ac, np.conjugate(a))
+
+        a = np.array([1-1j, 1, 2.0, 'f'], object)
+        assert_raises(TypeError, lambda: a.conj())
+        assert_raises(TypeError, lambda: a.conjugate())
+
+    def test_conjugate_out(self):
+        # Minimal test for the out argument being passed on correctly
+        # NOTE: The ability to pass `out` is currently undocumented!
+        a = np.array([1-1j, 1+1j, 23+23.0j])
+        out = np.empty_like(a)
+        res = a.conjugate(out)
+        assert res is out
+        assert_array_equal(out, a.conjugate())
+
+    def test__complex__(self):
+        dtypes = ['i1', 'i2', 'i4', 'i8',
+                  'u1', 'u2', 'u4', 'u8',
+                  'f', 'd', 'g', 'F', 'D', 'G',
+                  '?', 'O']
+        for dt in dtypes:
+            a = np.array(7, dtype=dt)
+            b = np.array([7], dtype=dt)
+            c = np.array([[[[[7]]]]], dtype=dt)
+
+            msg = 'dtype: {0}'.format(dt)
+            ap = complex(a)
+            assert_equal(ap, a, msg)
+            bp = complex(b)
+            assert_equal(bp, b, msg)
+            cp = complex(c)
+            assert_equal(cp, c, msg)
+
+    def test__complex__should_not_work(self):
+        dtypes = ['i1', 'i2', 'i4', 'i8',
+                  'u1', 'u2', 'u4', 'u8',
+                  'f', 'd', 'g', 'F', 'D', 'G',
+                  '?', 'O']
+        for dt in dtypes:
+            a = np.array([1, 2, 3], dtype=dt)
+            assert_raises(TypeError, complex, a)
+
+        dt = np.dtype([('a', 'f8'), ('b', 'i1')])
+        b = np.array((1.0, 3), dtype=dt)
+        assert_raises(TypeError, complex, b)
+
+        c = np.array([(1.0, 3), (2e-3, 7)], dtype=dt)
+        assert_raises(TypeError, complex, c)
+
+        d = np.array('1+1j')
+        assert_raises(TypeError, complex, d)
+
+        e = np.array(['1+1j'], 'U')
+        assert_raises(TypeError, complex, e)
+
+class TestCequenceMethods:
+    def test_array_contains(self):
+        assert_(4.0 in np.arange(16.).reshape(4,4))
+        assert_(20.0 not in np.arange(16.).reshape(4,4))
+
+class TestBinop:
+    def test_inplace(self):
+        # test refcount 1 inplace conversion
+        assert_array_almost_equal(np.array([0.5]) * np.array([1.0, 2.0]),
+                                  [0.5, 1.0])
+
+        d = np.array([0.5, 0.5])[::2]
+        assert_array_almost_equal(d * (d * np.array([1.0, 2.0])),
+                                  [0.25, 0.5])
+
+        a = np.array([0.5])
+        b = np.array([0.5])
+        c = a + b
+        c = a - b
+        c = a * b
+        c = a / b
+        assert_equal(a, b)
+        assert_almost_equal(c, 1.)
+
+        c = a + b * 2. / b * a - a / b
+        assert_equal(a, b)
+        assert_equal(c, 0.5)
+
+        # true divide
+        a = np.array([5])
+        b = np.array([3])
+        c = (a * a) / b
+
+        assert_almost_equal(c, 25 / 3)
+        assert_equal(a, 5)
+        assert_equal(b, 3)
+
+    # ndarray.__rop__ always calls ufunc
+    # ndarray.__iop__ always calls ufunc
+    # ndarray.__op__, __rop__:
+    #   - defer if other has __array_ufunc__ and it is None
+    #           or other is not a subclass and has higher array priority
+    #   - else, call ufunc
+    def test_ufunc_binop_interaction(self):
+        # Python method name (without underscores)
+        #   -> (numpy ufunc, has_in_place_version, preferred_dtype)
+        ops = {
+            'add':      (np.add, True, float),
+            'sub':      (np.subtract, True, float),
+            'mul':      (np.multiply, True, float),
+            'truediv':  (np.true_divide, True, float),
+            'floordiv': (np.floor_divide, True, float),
+            'mod':      (np.remainder, True, float),
+            'divmod':   (np.divmod, False, float),
+            'pow':      (np.power, True, int),
+            'lshift':   (np.left_shift, True, int),
+            'rshift':   (np.right_shift, True, int),
+            'and':      (np.bitwise_and, True, int),
+            'xor':      (np.bitwise_xor, True, int),
+            'or':       (np.bitwise_or, True, int),
+            'matmul':   (np.matmul, False, float),
+            # 'ge':       (np.less_equal, False),
+            # 'gt':       (np.less, False),
+            # 'le':       (np.greater_equal, False),
+            # 'lt':       (np.greater, False),
+            # 'eq':       (np.equal, False),
+            # 'ne':       (np.not_equal, False),
+        }
+
+        class Coerced(Exception):
+            pass
+
+        def array_impl(self):
+            raise Coerced
+
+        def op_impl(self, other):
+            return "forward"
+
+        def rop_impl(self, other):
+            return "reverse"
+
+        def iop_impl(self, other):
+            return "in-place"
+
+        def array_ufunc_impl(self, ufunc, method, *args, **kwargs):
+            return ("__array_ufunc__", ufunc, method, args, kwargs)
+
+        # Create an object with the given base, in the given module, with a
+        # bunch of placeholder __op__ methods, and optionally a
+        # __array_ufunc__ and __array_priority__.
+        def make_obj(base, array_priority=False, array_ufunc=False,
+                     alleged_module="__main__"):
+            class_namespace = {"__array__": array_impl}
+            if array_priority is not False:
+                class_namespace["__array_priority__"] = array_priority
+            for op in ops:
+                class_namespace["__{0}__".format(op)] = op_impl
+                class_namespace["__r{0}__".format(op)] = rop_impl
+                class_namespace["__i{0}__".format(op)] = iop_impl
+            if array_ufunc is not False:
+                class_namespace["__array_ufunc__"] = array_ufunc
+            eval_namespace = {"base": base,
+                              "class_namespace": class_namespace,
+                              "__name__": alleged_module,
+                              }
+            MyType = eval("type('MyType', (base,), class_namespace)",
+                          eval_namespace)
+            if issubclass(MyType, np.ndarray):
+                # Use this range to avoid special case weirdnesses around
+                # divide-by-0, pow(x, 2), overflow due to pow(big, big), etc.
+                return np.arange(3, 7).reshape(2, 2).view(MyType)
+            else:
+                return MyType()
+
+        def check(obj, binop_override_expected, ufunc_override_expected,
+                  inplace_override_expected, check_scalar=True):
+            for op, (ufunc, has_inplace, dtype) in ops.items():
+                err_msg = ('op: %s, ufunc: %s, has_inplace: %s, dtype: %s'
+                           % (op, ufunc, has_inplace, dtype))
+                check_objs = [np.arange(3, 7, dtype=dtype).reshape(2, 2)]
+                if check_scalar:
+                    check_objs.append(check_objs[0][0])
+                for arr in check_objs:
+                    arr_method = getattr(arr, "__{0}__".format(op))
+
+                    def first_out_arg(result):
+                        if op == "divmod":
+                            assert_(isinstance(result, tuple))
+                            return result[0]
+                        else:
+                            return result
+
+                    # arr __op__ obj
+                    if binop_override_expected:
+                        assert_equal(arr_method(obj), NotImplemented, err_msg)
+                    elif ufunc_override_expected:
+                        assert_equal(arr_method(obj)[0], "__array_ufunc__",
+                                     err_msg)
+                    else:
+                        if (isinstance(obj, np.ndarray) and
+                            (type(obj).__array_ufunc__ is
+                             np.ndarray.__array_ufunc__)):
+                            # __array__ gets ignored
+                            res = first_out_arg(arr_method(obj))
+                            assert_(res.__class__ is obj.__class__, err_msg)
+                        else:
+                            assert_raises((TypeError, Coerced),
+                                          arr_method, obj, err_msg=err_msg)
+                    # obj __op__ arr
+                    arr_rmethod = getattr(arr, "__r{0}__".format(op))
+                    if ufunc_override_expected:
+                        res = arr_rmethod(obj)
+                        assert_equal(res[0], "__array_ufunc__",
+                                     err_msg=err_msg)
+                        assert_equal(res[1], ufunc, err_msg=err_msg)
+                    else:
+                        if (isinstance(obj, np.ndarray) and
+                                (type(obj).__array_ufunc__ is
+                                 np.ndarray.__array_ufunc__)):
+                            # __array__ gets ignored
+                            res = first_out_arg(arr_rmethod(obj))
+                            assert_(res.__class__ is obj.__class__, err_msg)
+                        else:
+                            # __array_ufunc__ = "asdf" creates a TypeError
+                            assert_raises((TypeError, Coerced),
+                                          arr_rmethod, obj, err_msg=err_msg)
+
+                    # arr __iop__ obj
+                    # array scalars don't have in-place operators
+                    if has_inplace and isinstance(arr, np.ndarray):
+                        arr_imethod = getattr(arr, "__i{0}__".format(op))
+                        if inplace_override_expected:
+                            assert_equal(arr_method(obj), NotImplemented,
+                                         err_msg=err_msg)
+                        elif ufunc_override_expected:
+                            res = arr_imethod(obj)
+                            assert_equal(res[0], "__array_ufunc__", err_msg)
+                            assert_equal(res[1], ufunc, err_msg)
+                            assert_(type(res[-1]["out"]) is tuple, err_msg)
+                            assert_(res[-1]["out"][0] is arr, err_msg)
+                        else:
+                            if (isinstance(obj, np.ndarray) and
+                                    (type(obj).__array_ufunc__ is
+                                    np.ndarray.__array_ufunc__)):
+                                # __array__ gets ignored
+                                assert_(arr_imethod(obj) is arr, err_msg)
+                            else:
+                                assert_raises((TypeError, Coerced),
+                                              arr_imethod, obj,
+                                              err_msg=err_msg)
+
+                    op_fn = getattr(operator, op, None)
+                    if op_fn is None:
+                        op_fn = getattr(operator, op + "_", None)
+                    if op_fn is None:
+                        op_fn = getattr(builtins, op)
+                    assert_equal(op_fn(obj, arr), "forward", err_msg)
+                    if not isinstance(obj, np.ndarray):
+                        if binop_override_expected:
+                            assert_equal(op_fn(arr, obj), "reverse", err_msg)
+                        elif ufunc_override_expected:
+                            assert_equal(op_fn(arr, obj)[0], "__array_ufunc__",
+                                         err_msg)
+                    if ufunc_override_expected:
+                        assert_equal(ufunc(obj, arr)[0], "__array_ufunc__",
+                                     err_msg)
+
+        # No array priority, no array_ufunc -> nothing called
+        check(make_obj(object), False, False, False)
+        # Negative array priority, no array_ufunc -> nothing called
+        # (has to be very negative, because scalar priority is -1000000.0)
+        check(make_obj(object, array_priority=-2**30), False, False, False)
+        # Positive array priority, no array_ufunc -> binops and iops only
+        check(make_obj(object, array_priority=1), True, False, True)
+        # ndarray ignores array_priority for ndarray subclasses
+        check(make_obj(np.ndarray, array_priority=1), False, False, False,
+              check_scalar=False)
+        # Positive array_priority and array_ufunc -> array_ufunc only
+        check(make_obj(object, array_priority=1,
+                       array_ufunc=array_ufunc_impl), False, True, False)
+        check(make_obj(np.ndarray, array_priority=1,
+                       array_ufunc=array_ufunc_impl), False, True, False)
+        # array_ufunc set to None -> defer binops only
+        check(make_obj(object, array_ufunc=None), True, False, False)
+        check(make_obj(np.ndarray, array_ufunc=None), True, False, False,
+              check_scalar=False)
+
+    @pytest.mark.parametrize("priority", [None, "runtime error"])
+    def test_ufunc_binop_bad_array_priority(self, priority):
+        # Mainly checks that this does not crash.  The second array has a lower
+        # priority than -1 ("error value").  If the __radd__ actually exists,
+        # bad things can happen (I think via the scalar paths).
+        # In principle both of these can probably just be errors in the future.
+        class BadPriority:
+            @property
+            def __array_priority__(self):
+                if priority == "runtime error":
+                    raise RuntimeError("RuntimeError in __array_priority__!")
+                return priority
+
+            def __radd__(self, other):
+                return "result"
+
+        class LowPriority(np.ndarray):
+            __array_priority__ = -1000
+
+        # Priority failure uses the same as scalars (smaller -1000).  So the
+        # LowPriority wins with 'result' for each element (inner operation).
+        res = np.arange(3).view(LowPriority) + BadPriority()
+        assert res.shape == (3,)
+        assert res[0] == 'result'
+
+
+    def test_ufunc_override_normalize_signature(self):
+        # gh-5674
+        class SomeClass:
+            def __array_ufunc__(self, ufunc, method, *inputs, **kw):
+                return kw
+
+        a = SomeClass()
+        kw = np.add(a, [1])
+        assert_('sig' not in kw and 'signature' not in kw)
+        kw = np.add(a, [1], sig='ii->i')
+        assert_('sig' not in kw and 'signature' in kw)
+        assert_equal(kw['signature'], 'ii->i')
+        kw = np.add(a, [1], signature='ii->i')
+        assert_('sig' not in kw and 'signature' in kw)
+        assert_equal(kw['signature'], 'ii->i')
+
+    def test_array_ufunc_index(self):
+        # Check that index is set appropriately, also if only an output
+        # is passed on (latter is another regression tests for github bug 4753)
+        # This also checks implicitly that 'out' is always a tuple.
+        class CheckIndex:
+            def __array_ufunc__(self, ufunc, method, *inputs, **kw):
+                for i, a in enumerate(inputs):
+                    if a is self:
+                        return i
+                # calls below mean we must be in an output.
+                for j, a in enumerate(kw['out']):
+                    if a is self:
+                        return (j,)
+
+        a = CheckIndex()
+        dummy = np.arange(2.)
+        # 1 input, 1 output
+        assert_equal(np.sin(a), 0)
+        assert_equal(np.sin(dummy, a), (0,))
+        assert_equal(np.sin(dummy, out=a), (0,))
+        assert_equal(np.sin(dummy, out=(a,)), (0,))
+        assert_equal(np.sin(a, a), 0)
+        assert_equal(np.sin(a, out=a), 0)
+        assert_equal(np.sin(a, out=(a,)), 0)
+        # 1 input, 2 outputs
+        assert_equal(np.modf(dummy, a), (0,))
+        assert_equal(np.modf(dummy, None, a), (1,))
+        assert_equal(np.modf(dummy, dummy, a), (1,))
+        assert_equal(np.modf(dummy, out=(a, None)), (0,))
+        assert_equal(np.modf(dummy, out=(a, dummy)), (0,))
+        assert_equal(np.modf(dummy, out=(None, a)), (1,))
+        assert_equal(np.modf(dummy, out=(dummy, a)), (1,))
+        assert_equal(np.modf(a, out=(dummy, a)), 0)
+        with assert_raises(TypeError):
+            # Out argument must be tuple, since there are multiple outputs
+            np.modf(dummy, out=a)
+
+        assert_raises(ValueError, np.modf, dummy, out=(a,))
+
+        # 2 inputs, 1 output
+        assert_equal(np.add(a, dummy), 0)
+        assert_equal(np.add(dummy, a), 1)
+        assert_equal(np.add(dummy, dummy, a), (0,))
+        assert_equal(np.add(dummy, a, a), 1)
+        assert_equal(np.add(dummy, dummy, out=a), (0,))
+        assert_equal(np.add(dummy, dummy, out=(a,)), (0,))
+        assert_equal(np.add(a, dummy, out=a), 0)
+
+    def test_out_override(self):
+        # regression test for github bug 4753
+        class OutClass(np.ndarray):
+            def __array_ufunc__(self, ufunc, method, *inputs, **kw):
+                if 'out' in kw:
+                    tmp_kw = kw.copy()
+                    tmp_kw.pop('out')
+                    func = getattr(ufunc, method)
+                    kw['out'][0][...] = func(*inputs, **tmp_kw)
+
+        A = np.array([0]).view(OutClass)
+        B = np.array([5])
+        C = np.array([6])
+        np.multiply(C, B, A)
+        assert_equal(A[0], 30)
+        assert_(isinstance(A, OutClass))
+        A[0] = 0
+        np.multiply(C, B, out=A)
+        assert_equal(A[0], 30)
+        assert_(isinstance(A, OutClass))
+
+    def test_pow_override_with_errors(self):
+        # regression test for gh-9112
+        class PowerOnly(np.ndarray):
+            def __array_ufunc__(self, ufunc, method, *inputs, **kw):
+                if ufunc is not np.power:
+                    raise NotImplementedError
+                return "POWER!"
+        # explicit cast to float, to ensure the fast power path is taken.
+        a = np.array(5., dtype=np.float64).view(PowerOnly)
+        assert_equal(a ** 2.5, "POWER!")
+        with assert_raises(NotImplementedError):
+            a ** 0.5
+        with assert_raises(NotImplementedError):
+            a ** 0
+        with assert_raises(NotImplementedError):
+            a ** 1
+        with assert_raises(NotImplementedError):
+            a ** -1
+        with assert_raises(NotImplementedError):
+            a ** 2
+
+    def test_pow_array_object_dtype(self):
+        # test pow on arrays of object dtype
+        class SomeClass:
+            def __init__(self, num=None):
+                self.num = num
+
+            # want to ensure a fast pow path is not taken
+            def __mul__(self, other):
+                raise AssertionError('__mul__ should not be called')
+
+            def __div__(self, other):
+                raise AssertionError('__div__ should not be called')
+
+            def __pow__(self, exp):
+                return SomeClass(num=self.num ** exp)
+
+            def __eq__(self, other):
+                if isinstance(other, SomeClass):
+                    return self.num == other.num
+
+            __rpow__ = __pow__
+
+        def pow_for(exp, arr):
+            return np.array([x ** exp for x in arr])
+
+        obj_arr = np.array([SomeClass(1), SomeClass(2), SomeClass(3)])
+
+        assert_equal(obj_arr ** 0.5, pow_for(0.5, obj_arr))
+        assert_equal(obj_arr ** 0, pow_for(0, obj_arr))
+        assert_equal(obj_arr ** 1, pow_for(1, obj_arr))
+        assert_equal(obj_arr ** -1, pow_for(-1, obj_arr))
+        assert_equal(obj_arr ** 2, pow_for(2, obj_arr))
+
+    def test_pos_array_ufunc_override(self):
+        class A(np.ndarray):
+            def __array_ufunc__(self, ufunc, method, *inputs, **kwargs):
+                return getattr(ufunc, method)(*[i.view(np.ndarray) for
+                                                i in inputs], **kwargs)
+        tst = np.array('foo').view(A)
+        with assert_raises(TypeError):
+            +tst
+
+
+class TestTemporaryElide:
+    # elision is only triggered on relatively large arrays
+
+    def test_extension_incref_elide(self):
+        # test extension (e.g. cython) calling PyNumber_* slots without
+        # increasing the reference counts
+        #
+        # def incref_elide(a):
+        #    d = input.copy() # refcount 1
+        #    return d, d + d # PyNumber_Add without increasing refcount
+        from numpy.core._multiarray_tests import incref_elide
+        d = np.ones(100000)
+        orig, res = incref_elide(d)
+        d + d
+        # the return original should not be changed to an inplace operation
+        assert_array_equal(orig, d)
+        assert_array_equal(res, d + d)
+
+    def test_extension_incref_elide_stack(self):
+        # scanning if the refcount == 1 object is on the python stack to check
+        # that we are called directly from python is flawed as object may still
+        # be above the stack pointer and we have no access to the top of it
+        #
+        # def incref_elide_l(d):
+        #    return l[4] + l[4] # PyNumber_Add without increasing refcount
+        from numpy.core._multiarray_tests import incref_elide_l
+        # padding with 1 makes sure the object on the stack is not overwritten
+        l = [1, 1, 1, 1, np.ones(100000)]
+        res = incref_elide_l(l)
+        # the return original should not be changed to an inplace operation
+        assert_array_equal(l[4], np.ones(100000))
+        assert_array_equal(res, l[4] + l[4])
+
+    def test_temporary_with_cast(self):
+        # check that we don't elide into a temporary which would need casting
+        d = np.ones(200000, dtype=np.int64)
+        assert_equal(((d + d) + 2**222).dtype, np.dtype('O'))
+
+        r = ((d + d) / 2)
+        assert_equal(r.dtype, np.dtype('f8'))
+
+        r = np.true_divide((d + d), 2)
+        assert_equal(r.dtype, np.dtype('f8'))
+
+        r = ((d + d) / 2.)
+        assert_equal(r.dtype, np.dtype('f8'))
+
+        r = ((d + d) // 2)
+        assert_equal(r.dtype, np.dtype(np.int64))
+
+        # commutative elision into the astype result
+        f = np.ones(100000, dtype=np.float32)
+        assert_equal(((f + f) + f.astype(np.float64)).dtype, np.dtype('f8'))
+
+        # no elision into lower type
+        d = f.astype(np.float64)
+        assert_equal(((f + f) + d).dtype, d.dtype)
+        l = np.ones(100000, dtype=np.longdouble)
+        assert_equal(((d + d) + l).dtype, l.dtype)
+
+        # test unary abs with different output dtype
+        for dt in (np.complex64, np.complex128, np.clongdouble):
+            c = np.ones(100000, dtype=dt)
+            r = abs(c * 2.0)
+            assert_equal(r.dtype, np.dtype('f%d' % (c.itemsize // 2)))
+
+    def test_elide_broadcast(self):
+        # test no elision on broadcast to higher dimension
+        # only triggers elision code path in debug mode as triggering it in
+        # normal mode needs 256kb large matching dimension, so a lot of memory
+        d = np.ones((2000, 1), dtype=int)
+        b = np.ones((2000), dtype=bool)
+        r = (1 - d) + b
+        assert_equal(r, 1)
+        assert_equal(r.shape, (2000, 2000))
+
+    def test_elide_scalar(self):
+        # check inplace op does not create ndarray from scalars
+        a = np.bool_()
+        assert_(type(~(a & a)) is np.bool_)
+
+    def test_elide_scalar_readonly(self):
+        # The imaginary part of a real array is readonly. This needs to go
+        # through fast_scalar_power which is only called for powers of
+        # +1, -1, 0, 0.5, and 2, so use 2. Also need valid refcount for
+        # elision which can be gotten for the imaginary part of a real
+        # array. Should not error.
+        a = np.empty(100000, dtype=np.float64)
+        a.imag ** 2
+
+    def test_elide_readonly(self):
+        # don't try to elide readonly temporaries
+        r = np.asarray(np.broadcast_to(np.zeros(1), 100000).flat) * 0.0
+        assert_equal(r, 0)
+
+    def test_elide_updateifcopy(self):
+        a = np.ones(2**20)[::2]
+        b = a.flat.__array__() + 1
+        del b
+        assert_equal(a, 1)
+
+
+class TestCAPI:
+    def test_IsPythonScalar(self):
+        from numpy.core._multiarray_tests import IsPythonScalar
+        assert_(IsPythonScalar(b'foobar'))
+        assert_(IsPythonScalar(1))
+        assert_(IsPythonScalar(2**80))
+        assert_(IsPythonScalar(2.))
+        assert_(IsPythonScalar("a"))
+
+    @pytest.mark.parametrize("converter",
+             [_multiarray_tests.run_scalar_intp_converter,
+              _multiarray_tests.run_scalar_intp_from_sequence])
+    def test_intp_sequence_converters(self, converter):
+        # Test simple values (-1 is special for error return paths)
+        assert converter(10) == (10,)
+        assert converter(-1) == (-1,)
+        # A 0-D array looks a bit like a sequence but must take the integer
+        # path:
+        assert converter(np.array(123)) == (123,)
+        # Test simple sequences (intp_from_sequence only supports length 1):
+        assert converter((10,)) == (10,)
+        assert converter(np.array([11])) == (11,)
+
+    @pytest.mark.parametrize("converter",
+             [_multiarray_tests.run_scalar_intp_converter,
+              _multiarray_tests.run_scalar_intp_from_sequence])
+    @pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+            reason="PyPy bug in error formatting")
+    def test_intp_sequence_converters_errors(self, converter):
+        with pytest.raises(TypeError,
+                match="expected a sequence of integers or a single integer, "):
+            converter(object())
+        with pytest.raises(TypeError,
+                match="expected a sequence of integers or a single integer, "
+                      "got '32.0'"):
+            converter(32.)
+        with pytest.raises(TypeError,
+                match="'float' object cannot be interpreted as an integer"):
+            converter([32.])
+        with pytest.raises(ValueError,
+                match="Maximum allowed dimension"):
+            # These converters currently convert overflows to a ValueError
+            converter(2**64)
+
+
+class TestSubscripting:
+    def test_test_zero_rank(self):
+        x = np.array([1, 2, 3])
+        assert_(isinstance(x[0], np.int_))
+        assert_(type(x[0, ...]) is np.ndarray)
+
+
+class TestPickling:
+    @pytest.mark.skipif(pickle.HIGHEST_PROTOCOL >= 5,
+                        reason=('this tests the error messages when trying to'
+                                'protocol 5 although it is not available'))
+    def test_correct_protocol5_error_message(self):
+        array = np.arange(10)
+
+    def test_record_array_with_object_dtype(self):
+        my_object = object()
+
+        arr_with_object = np.array(
+                [(my_object, 1, 2.0)],
+                dtype=[('a', object), ('b', int), ('c', float)])
+        arr_without_object = np.array(
+                [('xxx', 1, 2.0)],
+                dtype=[('a', str), ('b', int), ('c', float)])
+
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            depickled_arr_with_object = pickle.loads(
+                    pickle.dumps(arr_with_object, protocol=proto))
+            depickled_arr_without_object = pickle.loads(
+                    pickle.dumps(arr_without_object, protocol=proto))
+
+            assert_equal(arr_with_object.dtype,
+                         depickled_arr_with_object.dtype)
+            assert_equal(arr_without_object.dtype,
+                         depickled_arr_without_object.dtype)
+
+    @pytest.mark.skipif(pickle.HIGHEST_PROTOCOL < 5,
+                        reason="requires pickle protocol 5")
+    def test_f_contiguous_array(self):
+        f_contiguous_array = np.array([[1, 2, 3], [4, 5, 6]], order='F')
+        buffers = []
+
+        # When using pickle protocol 5, Fortran-contiguous arrays can be
+        # serialized using out-of-band buffers
+        bytes_string = pickle.dumps(f_contiguous_array, protocol=5,
+                                    buffer_callback=buffers.append)
+
+        assert len(buffers) > 0
+
+        depickled_f_contiguous_array = pickle.loads(bytes_string,
+                                                    buffers=buffers)
+
+        assert_equal(f_contiguous_array, depickled_f_contiguous_array)
+
+    def test_non_contiguous_array(self):
+        non_contiguous_array = np.arange(12).reshape(3, 4)[:, :2]
+        assert not non_contiguous_array.flags.c_contiguous
+        assert not non_contiguous_array.flags.f_contiguous
+
+        # make sure non-contiguous arrays can be pickled-depickled
+        # using any protocol
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            depickled_non_contiguous_array = pickle.loads(
+                    pickle.dumps(non_contiguous_array, protocol=proto))
+
+            assert_equal(non_contiguous_array, depickled_non_contiguous_array)
+
+    def test_roundtrip(self):
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            carray = np.array([[2, 9], [7, 0], [3, 8]])
+            DATA = [
+                carray,
+                np.transpose(carray),
+                np.array([('xxx', 1, 2.0)], dtype=[('a', (str, 3)), ('b', int),
+                                                   ('c', float)])
+            ]
+
+            refs = [weakref.ref(a) for a in DATA]
+            for a in DATA:
+                assert_equal(
+                        a, pickle.loads(pickle.dumps(a, protocol=proto)),
+                        err_msg="%r" % a)
+            del a, DATA, carray
+            break_cycles()
+            # check for reference leaks (gh-12793)
+            for ref in refs:
+                assert ref() is None
+
+    def _loads(self, obj):
+        return pickle.loads(obj, encoding='latin1')
+
+    # version 0 pickles, using protocol=2 to pickle
+    # version 0 doesn't have a version field
+    def test_version0_int8(self):
+        s = b'\x80\x02cnumpy.core._internal\n_reconstruct\nq\x01cnumpy\nndarray\nq\x02K\x00\x85U\x01b\x87Rq\x03(K\x04\x85cnumpy\ndtype\nq\x04U\x02i1K\x00K\x01\x87Rq\x05(U\x01|NNJ\xff\xff\xff\xffJ\xff\xff\xff\xfftb\x89U\x04\x01\x02\x03\x04tb.'
+        a = np.array([1, 2, 3, 4], dtype=np.int8)
+        p = self._loads(s)
+        assert_equal(a, p)
+
+    def test_version0_float32(self):
+        s = b'\x80\x02cnumpy.core._internal\n_reconstruct\nq\x01cnumpy\nndarray\nq\x02K\x00\x85U\x01b\x87Rq\x03(K\x04\x85cnumpy\ndtype\nq\x04U\x02f4K\x00K\x01\x87Rq\x05(U\x01<NNJ\xff\xff\xff\xffJ\xff\xff\xff\xfftb\x89U\x10\x00\x00\x80?\x00\x00\x00@\x00\x00@@\x00\x00\x80@tb.'
+        a = np.array([1.0, 2.0, 3.0, 4.0], dtype=np.float32)
+        p = self._loads(s)
+        assert_equal(a, p)
+
+    def test_version0_object(self):
+        s = b'\x80\x02cnumpy.core._internal\n_reconstruct\nq\x01cnumpy\nndarray\nq\x02K\x00\x85U\x01b\x87Rq\x03(K\x02\x85cnumpy\ndtype\nq\x04U\x02O8K\x00K\x01\x87Rq\x05(U\x01|NNJ\xff\xff\xff\xffJ\xff\xff\xff\xfftb\x89]q\x06(}q\x07U\x01aK\x01s}q\x08U\x01bK\x02setb.'
+        a = np.array([{'a': 1}, {'b': 2}])
+        p = self._loads(s)
+        assert_equal(a, p)
+
+    # version 1 pickles, using protocol=2 to pickle
+    def test_version1_int8(self):
+        s = b'\x80\x02cnumpy.core._internal\n_reconstruct\nq\x01cnumpy\nndarray\nq\x02K\x00\x85U\x01b\x87Rq\x03(K\x01K\x04\x85cnumpy\ndtype\nq\x04U\x02i1K\x00K\x01\x87Rq\x05(K\x01U\x01|NNJ\xff\xff\xff\xffJ\xff\xff\xff\xfftb\x89U\x04\x01\x02\x03\x04tb.'
+        a = np.array([1, 2, 3, 4], dtype=np.int8)
+        p = self._loads(s)
+        assert_equal(a, p)
+
+    def test_version1_float32(self):
+        s = b'\x80\x02cnumpy.core._internal\n_reconstruct\nq\x01cnumpy\nndarray\nq\x02K\x00\x85U\x01b\x87Rq\x03(K\x01K\x04\x85cnumpy\ndtype\nq\x04U\x02f4K\x00K\x01\x87Rq\x05(K\x01U\x01<NNJ\xff\xff\xff\xffJ\xff\xff\xff\xfftb\x89U\x10\x00\x00\x80?\x00\x00\x00@\x00\x00@@\x00\x00\x80@tb.'
+        a = np.array([1.0, 2.0, 3.0, 4.0], dtype=np.float32)
+        p = self._loads(s)
+        assert_equal(a, p)
+
+    def test_version1_object(self):
+        s = b'\x80\x02cnumpy.core._internal\n_reconstruct\nq\x01cnumpy\nndarray\nq\x02K\x00\x85U\x01b\x87Rq\x03(K\x01K\x02\x85cnumpy\ndtype\nq\x04U\x02O8K\x00K\x01\x87Rq\x05(K\x01U\x01|NNJ\xff\xff\xff\xffJ\xff\xff\xff\xfftb\x89]q\x06(}q\x07U\x01aK\x01s}q\x08U\x01bK\x02setb.'
+        a = np.array([{'a': 1}, {'b': 2}])
+        p = self._loads(s)
+        assert_equal(a, p)
+
+    def test_subarray_int_shape(self):
+        s = b"cnumpy.core.multiarray\n_reconstruct\np0\n(cnumpy\nndarray\np1\n(I0\ntp2\nS'b'\np3\ntp4\nRp5\n(I1\n(I1\ntp6\ncnumpy\ndtype\np7\n(S'V6'\np8\nI0\nI1\ntp9\nRp10\n(I3\nS'|'\np11\nN(S'a'\np12\ng3\ntp13\n(dp14\ng12\n(g7\n(S'V4'\np15\nI0\nI1\ntp16\nRp17\n(I3\nS'|'\np18\n(g7\n(S'i1'\np19\nI0\nI1\ntp20\nRp21\n(I3\nS'|'\np22\nNNNI-1\nI-1\nI0\ntp23\nb(I2\nI2\ntp24\ntp25\nNNI4\nI1\nI0\ntp26\nbI0\ntp27\nsg3\n(g7\n(S'V2'\np28\nI0\nI1\ntp29\nRp30\n(I3\nS'|'\np31\n(g21\nI2\ntp32\nNNI2\nI1\nI0\ntp33\nbI4\ntp34\nsI6\nI1\nI0\ntp35\nbI00\nS'\\x01\\x01\\x01\\x01\\x01\\x02'\np36\ntp37\nb."
+        a = np.array([(1, (1, 2))], dtype=[('a', 'i1', (2, 2)), ('b', 'i1', 2)])
+        p = self._loads(s)
+        assert_equal(a, p)
+
+    def test_datetime64_byteorder(self):
+        original = np.array([['2015-02-24T00:00:00.000000000']], dtype='datetime64[ns]')
+
+        original_byte_reversed = original.copy(order='K')
+        original_byte_reversed.dtype = original_byte_reversed.dtype.newbyteorder('S')
+        original_byte_reversed.byteswap(inplace=True)
+
+        new = pickle.loads(pickle.dumps(original_byte_reversed))
+
+        assert_equal(original.dtype, new.dtype)
+
+
+class TestFancyIndexing:
+    def test_list(self):
+        x = np.ones((1, 1))
+        x[:, [0]] = 2.0
+        assert_array_equal(x, np.array([[2.0]]))
+
+        x = np.ones((1, 1, 1))
+        x[:, :, [0]] = 2.0
+        assert_array_equal(x, np.array([[[2.0]]]))
+
+    def test_tuple(self):
+        x = np.ones((1, 1))
+        x[:, (0,)] = 2.0
+        assert_array_equal(x, np.array([[2.0]]))
+        x = np.ones((1, 1, 1))
+        x[:, :, (0,)] = 2.0
+        assert_array_equal(x, np.array([[[2.0]]]))
+
+    def test_mask(self):
+        x = np.array([1, 2, 3, 4])
+        m = np.array([0, 1, 0, 0], bool)
+        assert_array_equal(x[m], np.array([2]))
+
+    def test_mask2(self):
+        x = np.array([[1, 2, 3, 4], [5, 6, 7, 8]])
+        m = np.array([0, 1], bool)
+        m2 = np.array([[0, 1, 0, 0], [1, 0, 0, 0]], bool)
+        m3 = np.array([[0, 1, 0, 0], [0, 0, 0, 0]], bool)
+        assert_array_equal(x[m], np.array([[5, 6, 7, 8]]))
+        assert_array_equal(x[m2], np.array([2, 5]))
+        assert_array_equal(x[m3], np.array([2]))
+
+    def test_assign_mask(self):
+        x = np.array([1, 2, 3, 4])
+        m = np.array([0, 1, 0, 0], bool)
+        x[m] = 5
+        assert_array_equal(x, np.array([1, 5, 3, 4]))
+
+    def test_assign_mask2(self):
+        xorig = np.array([[1, 2, 3, 4], [5, 6, 7, 8]])
+        m = np.array([0, 1], bool)
+        m2 = np.array([[0, 1, 0, 0], [1, 0, 0, 0]], bool)
+        m3 = np.array([[0, 1, 0, 0], [0, 0, 0, 0]], bool)
+        x = xorig.copy()
+        x[m] = 10
+        assert_array_equal(x, np.array([[1, 2, 3, 4], [10, 10, 10, 10]]))
+        x = xorig.copy()
+        x[m2] = 10
+        assert_array_equal(x, np.array([[1, 10, 3, 4], [10, 6, 7, 8]]))
+        x = xorig.copy()
+        x[m3] = 10
+        assert_array_equal(x, np.array([[1, 10, 3, 4], [5, 6, 7, 8]]))
+
+
+class TestStringCompare:
+    def test_string(self):
+        g1 = np.array(["This", "is", "example"])
+        g2 = np.array(["This", "was", "example"])
+        assert_array_equal(g1 == g2, [g1[i] == g2[i] for i in [0, 1, 2]])
+        assert_array_equal(g1 != g2, [g1[i] != g2[i] for i in [0, 1, 2]])
+        assert_array_equal(g1 <= g2, [g1[i] <= g2[i] for i in [0, 1, 2]])
+        assert_array_equal(g1 >= g2, [g1[i] >= g2[i] for i in [0, 1, 2]])
+        assert_array_equal(g1 < g2, [g1[i] < g2[i] for i in [0, 1, 2]])
+        assert_array_equal(g1 > g2, [g1[i] > g2[i] for i in [0, 1, 2]])
+
+    def test_mixed(self):
+        g1 = np.array(["spam", "spa", "spammer", "and eggs"])
+        g2 = "spam"
+        assert_array_equal(g1 == g2, [x == g2 for x in g1])
+        assert_array_equal(g1 != g2, [x != g2 for x in g1])
+        assert_array_equal(g1 < g2, [x < g2 for x in g1])
+        assert_array_equal(g1 > g2, [x > g2 for x in g1])
+        assert_array_equal(g1 <= g2, [x <= g2 for x in g1])
+        assert_array_equal(g1 >= g2, [x >= g2 for x in g1])
+
+    def test_unicode(self):
+        g1 = np.array([u"This", u"is", u"example"])
+        g2 = np.array([u"This", u"was", u"example"])
+        assert_array_equal(g1 == g2, [g1[i] == g2[i] for i in [0, 1, 2]])
+        assert_array_equal(g1 != g2, [g1[i] != g2[i] for i in [0, 1, 2]])
+        assert_array_equal(g1 <= g2, [g1[i] <= g2[i] for i in [0, 1, 2]])
+        assert_array_equal(g1 >= g2, [g1[i] >= g2[i] for i in [0, 1, 2]])
+        assert_array_equal(g1 < g2,  [g1[i] < g2[i] for i in [0, 1, 2]])
+        assert_array_equal(g1 > g2,  [g1[i] > g2[i] for i in [0, 1, 2]])
+
+class TestArgmaxArgminCommon:
+
+    sizes = [(), (3,), (3, 2), (2, 3),
+             (3, 3), (2, 3, 4), (4, 3, 2),
+             (1, 2, 3, 4), (2, 3, 4, 1),
+             (3, 4, 1, 2), (4, 1, 2, 3),
+             (64,), (128,), (256,)]
+
+    @pytest.mark.parametrize("size, axis", itertools.chain(*[[(size, axis)
+        for axis in list(range(-len(size), len(size))) + [None]]
+        for size in sizes]))
+    @pytest.mark.parametrize('method', [np.argmax, np.argmin])
+    def test_np_argmin_argmax_keepdims(self, size, axis, method):
+
+        arr = np.random.normal(size=size)
+
+        # contiguous arrays
+        if axis is None:
+            new_shape = [1 for _ in range(len(size))]
+        else:
+            new_shape = list(size)
+            new_shape[axis] = 1
+        new_shape = tuple(new_shape)
+
+        _res_orig = method(arr, axis=axis)
+        res_orig = _res_orig.reshape(new_shape)
+        res = method(arr, axis=axis, keepdims=True)
+        assert_equal(res, res_orig)
+        assert_(res.shape == new_shape)
+        outarray = np.empty(res.shape, dtype=res.dtype)
+        res1 = method(arr, axis=axis, out=outarray,
+                            keepdims=True)
+        assert_(res1 is outarray)
+        assert_equal(res, outarray)
+
+        if len(size) > 0:
+            wrong_shape = list(new_shape)
+            if axis is not None:
+                wrong_shape[axis] = 2
+            else:
+                wrong_shape[0] = 2
+            wrong_outarray = np.empty(wrong_shape, dtype=res.dtype)
+            with pytest.raises(ValueError):
+                method(arr.T, axis=axis,
+                        out=wrong_outarray, keepdims=True)
+
+        # non-contiguous arrays
+        if axis is None:
+            new_shape = [1 for _ in range(len(size))]
+        else:
+            new_shape = list(size)[::-1]
+            new_shape[axis] = 1
+        new_shape = tuple(new_shape)
+
+        _res_orig = method(arr.T, axis=axis)
+        res_orig = _res_orig.reshape(new_shape)
+        res = method(arr.T, axis=axis, keepdims=True)
+        assert_equal(res, res_orig)
+        assert_(res.shape == new_shape)
+        outarray = np.empty(new_shape[::-1], dtype=res.dtype)
+        outarray = outarray.T
+        res1 = method(arr.T, axis=axis, out=outarray,
+                            keepdims=True)
+        assert_(res1 is outarray)
+        assert_equal(res, outarray)
+
+        if len(size) > 0:
+            # one dimension lesser for non-zero sized
+            # array should raise an error
+            with pytest.raises(ValueError):
+                method(arr[0], axis=axis,
+                        out=outarray, keepdims=True)
+
+        if len(size) > 0:
+            wrong_shape = list(new_shape)
+            if axis is not None:
+                wrong_shape[axis] = 2
+            else:
+                wrong_shape[0] = 2
+            wrong_outarray = np.empty(wrong_shape, dtype=res.dtype)
+            with pytest.raises(ValueError):
+                method(arr.T, axis=axis,
+                        out=wrong_outarray, keepdims=True)
+
+    @pytest.mark.parametrize('method', ['max', 'min'])
+    def test_all(self, method):
+        a = np.random.normal(0, 1, (4, 5, 6, 7, 8))
+        arg_method = getattr(a, 'arg' + method)
+        val_method = getattr(a, method)
+        for i in range(a.ndim):
+            a_maxmin = val_method(i)
+            aarg_maxmin = arg_method(i)
+            axes = list(range(a.ndim))
+            axes.remove(i)
+            assert_(np.all(a_maxmin == aarg_maxmin.choose(
+                                        *a.transpose(i, *axes))))
+
+    @pytest.mark.parametrize('method', ['argmax', 'argmin'])
+    def test_output_shape(self, method):
+        # see also gh-616
+        a = np.ones((10, 5))
+        arg_method = getattr(a, method)
+        # Check some simple shape mismatches
+        out = np.ones(11, dtype=np.int_)
+        assert_raises(ValueError, arg_method, -1, out)
+
+        out = np.ones((2, 5), dtype=np.int_)
+        assert_raises(ValueError, arg_method, -1, out)
+
+        # these could be relaxed possibly (used to allow even the previous)
+        out = np.ones((1, 10), dtype=np.int_)
+        assert_raises(ValueError, arg_method, -1, out)
+
+        out = np.ones(10, dtype=np.int_)
+        arg_method(-1, out=out)
+        assert_equal(out, arg_method(-1))
+
+    @pytest.mark.parametrize('ndim', [0, 1])
+    @pytest.mark.parametrize('method', ['argmax', 'argmin'])
+    def test_ret_is_out(self, ndim, method):
+        a = np.ones((4,) + (256,)*ndim)
+        arg_method = getattr(a, method)
+        out = np.empty((256,)*ndim, dtype=np.intp)
+        ret = arg_method(axis=0, out=out)
+        assert ret is out
+
+    @pytest.mark.parametrize('np_array, method, idx, val',
+        [(np.zeros, 'argmax', 5942, "as"),
+         (np.ones, 'argmin', 6001, "0")])
+    def test_unicode(self, np_array, method, idx, val):
+        d = np_array(6031, dtype='<U9')
+        arg_method = getattr(d, method)
+        d[idx] = val
+        assert_equal(arg_method(), idx)
+
+    @pytest.mark.parametrize('arr_method, np_method',
+        [('argmax', np.argmax),
+         ('argmin', np.argmin)])
+    def test_np_vs_ndarray(self, arr_method, np_method):
+        # make sure both ndarray.argmax/argmin and
+        # numpy.argmax/argmin support out/axis args
+        a = np.random.normal(size=(2, 3))
+        arg_method = getattr(a, arr_method)
+
+        # check positional args
+        out1 = np.zeros(2, dtype=int)
+        out2 = np.zeros(2, dtype=int)
+        assert_equal(arg_method(1, out1), np_method(a, 1, out2))
+        assert_equal(out1, out2)
+
+        # check keyword args
+        out1 = np.zeros(3, dtype=int)
+        out2 = np.zeros(3, dtype=int)
+        assert_equal(arg_method(out=out1, axis=0),
+                     np_method(a, out=out2, axis=0))
+        assert_equal(out1, out2)
+
+    @pytest.mark.leaks_references(reason="replaces None with NULL.")
+    @pytest.mark.parametrize('method, vals',
+        [('argmax', (10, 30)),
+         ('argmin', (30, 10))])
+    def test_object_with_NULLs(self, method, vals):
+        # See gh-6032
+        a = np.empty(4, dtype='O')
+        arg_method = getattr(a, method)
+        ctypes.memset(a.ctypes.data, 0, a.nbytes)
+        assert_equal(arg_method(), 0)
+        a[3] = vals[0]
+        assert_equal(arg_method(), 3)
+        a[1] = vals[1]
+        assert_equal(arg_method(), 1)
+
+class TestArgmax:
+    usg_data = [
+        ([1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0], 0),
+        ([3, 3, 3, 3,  2,  2,  2,  2], 0),
+        ([0, 1, 2, 3,  4,  5,  6,  7], 7),
+        ([7, 6, 5, 4,  3,  2,  1,  0], 0)
+    ]
+    sg_data = usg_data + [
+        ([1, 2, 3, 4, -4, -3, -2, -1], 3),
+        ([1, 2, 3, 4, -1, -2, -3, -4], 3)
+    ]
+    darr = [(np.array(d[0], dtype=t), d[1]) for d, t in (
+        itertools.product(usg_data, (
+            np.uint8, np.uint16, np.uint32, np.uint64
+        ))
+    )]
+    darr = darr + [(np.array(d[0], dtype=t), d[1]) for d, t in (
+        itertools.product(sg_data, (
+            np.int8, np.int16, np.int32, np.int64, np.float32, np.float64
+        ))
+    )]
+    darr = darr + [(np.array(d[0], dtype=t), d[1]) for d, t in (
+        itertools.product((
+            ([0, 1, 2, 3, np.nan], 4),
+            ([0, 1, 2, np.nan, 3], 3),
+            ([np.nan, 0, 1, 2, 3], 0),
+            ([np.nan, 0, np.nan, 2, 3], 0),
+            # To hit the tail of SIMD multi-level(x4, x1) inner loops
+            # on varient SIMD widthes
+            ([1] * (2*5-1) + [np.nan], 2*5-1),
+            ([1] * (4*5-1) + [np.nan], 4*5-1),
+            ([1] * (8*5-1) + [np.nan], 8*5-1),
+            ([1] * (16*5-1) + [np.nan], 16*5-1),
+            ([1] * (32*5-1) + [np.nan], 32*5-1)
+        ), (
+            np.float32, np.float64
+        ))
+    )]
+    nan_arr = darr + [
+        ([0, 1, 2, 3, complex(0, np.nan)], 4),
+        ([0, 1, 2, 3, complex(np.nan, 0)], 4),
+        ([0, 1, 2, complex(np.nan, 0), 3], 3),
+        ([0, 1, 2, complex(0, np.nan), 3], 3),
+        ([complex(0, np.nan), 0, 1, 2, 3], 0),
+        ([complex(np.nan, np.nan), 0, 1, 2, 3], 0),
+        ([complex(np.nan, 0), complex(np.nan, 2), complex(np.nan, 1)], 0),
+        ([complex(np.nan, np.nan), complex(np.nan, 2), complex(np.nan, 1)], 0),
+        ([complex(np.nan, 0), complex(np.nan, 2), complex(np.nan, np.nan)], 0),
+
+        ([complex(0, 0), complex(0, 2), complex(0, 1)], 1),
+        ([complex(1, 0), complex(0, 2), complex(0, 1)], 0),
+        ([complex(1, 0), complex(0, 2), complex(1, 1)], 2),
+
+        ([np.datetime64('1923-04-14T12:43:12'),
+          np.datetime64('1994-06-21T14:43:15'),
+          np.datetime64('2001-10-15T04:10:32'),
+          np.datetime64('1995-11-25T16:02:16'),
+          np.datetime64('2005-01-04T03:14:12'),
+          np.datetime64('2041-12-03T14:05:03')], 5),
+        ([np.datetime64('1935-09-14T04:40:11'),
+          np.datetime64('1949-10-12T12:32:11'),
+          np.datetime64('2010-01-03T05:14:12'),
+          np.datetime64('2015-11-20T12:20:59'),
+          np.datetime64('1932-09-23T10:10:13'),
+          np.datetime64('2014-10-10T03:50:30')], 3),
+        # Assorted tests with NaTs
+        ([np.datetime64('NaT'),
+          np.datetime64('NaT'),
+          np.datetime64('2010-01-03T05:14:12'),
+          np.datetime64('NaT'),
+          np.datetime64('2015-09-23T10:10:13'),
+          np.datetime64('1932-10-10T03:50:30')], 0),
+        ([np.datetime64('2059-03-14T12:43:12'),
+          np.datetime64('1996-09-21T14:43:15'),
+          np.datetime64('NaT'),
+          np.datetime64('2022-12-25T16:02:16'),
+          np.datetime64('1963-10-04T03:14:12'),
+          np.datetime64('2013-05-08T18:15:23')], 2),
+        ([np.timedelta64(2, 's'),
+          np.timedelta64(1, 's'),
+          np.timedelta64('NaT', 's'),
+          np.timedelta64(3, 's')], 2),
+        ([np.timedelta64('NaT', 's')] * 3, 0),
+
+        ([timedelta(days=5, seconds=14), timedelta(days=2, seconds=35),
+          timedelta(days=-1, seconds=23)], 0),
+        ([timedelta(days=1, seconds=43), timedelta(days=10, seconds=5),
+          timedelta(days=5, seconds=14)], 1),
+        ([timedelta(days=10, seconds=24), timedelta(days=10, seconds=5),
+          timedelta(days=10, seconds=43)], 2),
+
+        ([False, False, False, False, True], 4),
+        ([False, False, False, True, False], 3),
+        ([True, False, False, False, False], 0),
+        ([True, False, True, False, False], 0),
+    ]
+
+    @pytest.mark.parametrize('data', nan_arr)
+    def test_combinations(self, data):
+        arr, pos = data
+        with suppress_warnings() as sup:
+            sup.filter(RuntimeWarning,
+                        "invalid value encountered in reduce")
+            val = np.max(arr)
+
+        assert_equal(np.argmax(arr), pos, err_msg="%r" % arr)
+        assert_equal(arr[np.argmax(arr)], val, err_msg="%r" % arr)
+
+        # add padding to test SIMD loops
+        rarr = np.repeat(arr, 129)
+        rpos = pos * 129
+        assert_equal(np.argmax(rarr), rpos, err_msg="%r" % rarr)
+        assert_equal(rarr[np.argmax(rarr)], val, err_msg="%r" % rarr)
+
+        padd = np.repeat(np.min(arr), 513)
+        rarr = np.concatenate((arr, padd))
+        rpos = pos
+        assert_equal(np.argmax(rarr), rpos, err_msg="%r" % rarr)
+        assert_equal(rarr[np.argmax(rarr)], val, err_msg="%r" % rarr)
+
+
+    def test_maximum_signed_integers(self):
+
+        a = np.array([1, 2**7 - 1, -2**7], dtype=np.int8)
+        assert_equal(np.argmax(a), 1)
+        a.repeat(129)
+        assert_equal(np.argmax(a), 1)
+
+        a = np.array([1, 2**15 - 1, -2**15], dtype=np.int16)
+        assert_equal(np.argmax(a), 1)
+        a.repeat(129)
+        assert_equal(np.argmax(a), 1)
+
+        a = np.array([1, 2**31 - 1, -2**31], dtype=np.int32)
+        assert_equal(np.argmax(a), 1)
+        a.repeat(129)
+        assert_equal(np.argmax(a), 1)
+
+        a = np.array([1, 2**63 - 1, -2**63], dtype=np.int64)
+        assert_equal(np.argmax(a), 1)
+        a.repeat(129)
+        assert_equal(np.argmax(a), 1)
+
+class TestArgmin:
+    usg_data = [
+        ([1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0], 8),
+        ([3, 3, 3, 3,  2,  2,  2,  2], 4),
+        ([0, 1, 2, 3,  4,  5,  6,  7], 0),
+        ([7, 6, 5, 4,  3,  2,  1,  0], 7)
+    ]
+    sg_data = usg_data + [
+        ([1, 2, 3, 4, -4, -3, -2, -1], 4),
+        ([1, 2, 3, 4, -1, -2, -3, -4], 7)
+    ]
+    darr = [(np.array(d[0], dtype=t), d[1]) for d, t in (
+        itertools.product(usg_data, (
+            np.uint8, np.uint16, np.uint32, np.uint64
+        ))
+    )]
+    darr = darr + [(np.array(d[0], dtype=t), d[1]) for d, t in (
+        itertools.product(sg_data, (
+            np.int8, np.int16, np.int32, np.int64, np.float32, np.float64
+        ))
+    )]
+    darr = darr + [(np.array(d[0], dtype=t), d[1]) for d, t in (
+        itertools.product((
+            ([0, 1, 2, 3, np.nan], 4),
+            ([0, 1, 2, np.nan, 3], 3),
+            ([np.nan, 0, 1, 2, 3], 0),
+            ([np.nan, 0, np.nan, 2, 3], 0),
+            # To hit the tail of SIMD multi-level(x4, x1) inner loops
+            # on varient SIMD widthes
+            ([1] * (2*5-1) + [np.nan], 2*5-1),
+            ([1] * (4*5-1) + [np.nan], 4*5-1),
+            ([1] * (8*5-1) + [np.nan], 8*5-1),
+            ([1] * (16*5-1) + [np.nan], 16*5-1),
+            ([1] * (32*5-1) + [np.nan], 32*5-1)
+        ), (
+            np.float32, np.float64
+        ))
+    )]
+    nan_arr = darr + [
+        ([0, 1, 2, 3, complex(0, np.nan)], 4),
+        ([0, 1, 2, 3, complex(np.nan, 0)], 4),
+        ([0, 1, 2, complex(np.nan, 0), 3], 3),
+        ([0, 1, 2, complex(0, np.nan), 3], 3),
+        ([complex(0, np.nan), 0, 1, 2, 3], 0),
+        ([complex(np.nan, np.nan), 0, 1, 2, 3], 0),
+        ([complex(np.nan, 0), complex(np.nan, 2), complex(np.nan, 1)], 0),
+        ([complex(np.nan, np.nan), complex(np.nan, 2), complex(np.nan, 1)], 0),
+        ([complex(np.nan, 0), complex(np.nan, 2), complex(np.nan, np.nan)], 0),
+
+        ([complex(0, 0), complex(0, 2), complex(0, 1)], 0),
+        ([complex(1, 0), complex(0, 2), complex(0, 1)], 2),
+        ([complex(1, 0), complex(0, 2), complex(1, 1)], 1),
+
+        ([np.datetime64('1923-04-14T12:43:12'),
+          np.datetime64('1994-06-21T14:43:15'),
+          np.datetime64('2001-10-15T04:10:32'),
+          np.datetime64('1995-11-25T16:02:16'),
+          np.datetime64('2005-01-04T03:14:12'),
+          np.datetime64('2041-12-03T14:05:03')], 0),
+        ([np.datetime64('1935-09-14T04:40:11'),
+          np.datetime64('1949-10-12T12:32:11'),
+          np.datetime64('2010-01-03T05:14:12'),
+          np.datetime64('2014-11-20T12:20:59'),
+          np.datetime64('2015-09-23T10:10:13'),
+          np.datetime64('1932-10-10T03:50:30')], 5),
+        # Assorted tests with NaTs
+        ([np.datetime64('NaT'),
+          np.datetime64('NaT'),
+          np.datetime64('2010-01-03T05:14:12'),
+          np.datetime64('NaT'),
+          np.datetime64('2015-09-23T10:10:13'),
+          np.datetime64('1932-10-10T03:50:30')], 0),
+        ([np.datetime64('2059-03-14T12:43:12'),
+          np.datetime64('1996-09-21T14:43:15'),
+          np.datetime64('NaT'),
+          np.datetime64('2022-12-25T16:02:16'),
+          np.datetime64('1963-10-04T03:14:12'),
+          np.datetime64('2013-05-08T18:15:23')], 2),
+        ([np.timedelta64(2, 's'),
+          np.timedelta64(1, 's'),
+          np.timedelta64('NaT', 's'),
+          np.timedelta64(3, 's')], 2),
+        ([np.timedelta64('NaT', 's')] * 3, 0),
+
+        ([timedelta(days=5, seconds=14), timedelta(days=2, seconds=35),
+          timedelta(days=-1, seconds=23)], 2),
+        ([timedelta(days=1, seconds=43), timedelta(days=10, seconds=5),
+          timedelta(days=5, seconds=14)], 0),
+        ([timedelta(days=10, seconds=24), timedelta(days=10, seconds=5),
+          timedelta(days=10, seconds=43)], 1),
+
+        ([True, True, True, True, False], 4),
+        ([True, True, True, False, True], 3),
+        ([False, True, True, True, True], 0),
+        ([False, True, False, True, True], 0),
+    ]
+
+    @pytest.mark.parametrize('data', nan_arr)
+    def test_combinations(self, data):
+        arr, pos = data
+        with suppress_warnings() as sup:
+            sup.filter(RuntimeWarning,
+                       "invalid value encountered in reduce")
+            min_val = np.min(arr)
+
+        assert_equal(np.argmin(arr), pos, err_msg="%r" % arr)
+        assert_equal(arr[np.argmin(arr)], min_val, err_msg="%r" % arr)
+
+        # add padding to test SIMD loops
+        rarr = np.repeat(arr, 129)
+        rpos = pos * 129
+        assert_equal(np.argmin(rarr), rpos, err_msg="%r" % rarr)
+        assert_equal(rarr[np.argmin(rarr)], min_val, err_msg="%r" % rarr)
+
+        padd = np.repeat(np.max(arr), 513)
+        rarr = np.concatenate((arr, padd))
+        rpos = pos
+        assert_equal(np.argmin(rarr), rpos, err_msg="%r" % rarr)
+        assert_equal(rarr[np.argmin(rarr)], min_val, err_msg="%r" % rarr)
+
+    def test_minimum_signed_integers(self):
+
+        a = np.array([1, -2**7, -2**7 + 1, 2**7 - 1], dtype=np.int8)
+        assert_equal(np.argmin(a), 1)
+        a.repeat(129)
+        assert_equal(np.argmin(a), 1)
+
+        a = np.array([1, -2**15, -2**15 + 1, 2**15 - 1], dtype=np.int16)
+        assert_equal(np.argmin(a), 1)
+        a.repeat(129)
+        assert_equal(np.argmin(a), 1)
+
+        a = np.array([1, -2**31, -2**31 + 1, 2**31 - 1], dtype=np.int32)
+        assert_equal(np.argmin(a), 1)
+        a.repeat(129)
+        assert_equal(np.argmin(a), 1)
+
+        a = np.array([1, -2**63, -2**63 + 1, 2**63 - 1], dtype=np.int64)
+        assert_equal(np.argmin(a), 1)
+        a.repeat(129)
+        assert_equal(np.argmin(a), 1)
+
+class TestMinMax:
+
+    def test_scalar(self):
+        assert_raises(np.AxisError, np.amax, 1, 1)
+        assert_raises(np.AxisError, np.amin, 1, 1)
+
+        assert_equal(np.amax(1, axis=0), 1)
+        assert_equal(np.amin(1, axis=0), 1)
+        assert_equal(np.amax(1, axis=None), 1)
+        assert_equal(np.amin(1, axis=None), 1)
+
+    def test_axis(self):
+        assert_raises(np.AxisError, np.amax, [1, 2, 3], 1000)
+        assert_equal(np.amax([[1, 2, 3]], axis=1), 3)
+
+    def test_datetime(self):
+        # Do not ignore NaT
+        for dtype in ('m8[s]', 'm8[Y]'):
+            a = np.arange(10).astype(dtype)
+            assert_equal(np.amin(a), a[0])
+            assert_equal(np.amax(a), a[9])
+            a[3] = 'NaT'
+            assert_equal(np.amin(a), a[3])
+            assert_equal(np.amax(a), a[3])
+
+
+class TestNewaxis:
+    def test_basic(self):
+        sk = np.array([0, -0.1, 0.1])
+        res = 250*sk[:, np.newaxis]
+        assert_almost_equal(res.ravel(), 250*sk)
+
+
+class TestClip:
+    def _check_range(self, x, cmin, cmax):
+        assert_(np.all(x >= cmin))
+        assert_(np.all(x <= cmax))
+
+    def _clip_type(self, type_group, array_max,
+                   clip_min, clip_max, inplace=False,
+                   expected_min=None, expected_max=None):
+        if expected_min is None:
+            expected_min = clip_min
+        if expected_max is None:
+            expected_max = clip_max
+
+        for T in np.sctypes[type_group]:
+            if sys.byteorder == 'little':
+                byte_orders = ['=', '>']
+            else:
+                byte_orders = ['<', '=']
+
+            for byteorder in byte_orders:
+                dtype = np.dtype(T).newbyteorder(byteorder)
+
+                x = (np.random.random(1000) * array_max).astype(dtype)
+                if inplace:
+                    # The tests that call us pass clip_min and clip_max that
+                    # might not fit in the destination dtype. They were written
+                    # assuming the previous unsafe casting, which now must be
+                    # passed explicitly to avoid a warning.
+                    x.clip(clip_min, clip_max, x, casting='unsafe')
+                else:
+                    x = x.clip(clip_min, clip_max)
+                    byteorder = '='
+
+                if x.dtype.byteorder == '|':
+                    byteorder = '|'
+                assert_equal(x.dtype.byteorder, byteorder)
+                self._check_range(x, expected_min, expected_max)
+        return x
+
+    def test_basic(self):
+        for inplace in [False, True]:
+            self._clip_type(
+                'float', 1024, -12.8, 100.2, inplace=inplace)
+            self._clip_type(
+                'float', 1024, 0, 0, inplace=inplace)
+
+            self._clip_type(
+                'int', 1024, -120, 100, inplace=inplace)
+            self._clip_type(
+                'int', 1024, 0, 0, inplace=inplace)
+
+            self._clip_type(
+                'uint', 1024, 0, 0, inplace=inplace)
+            self._clip_type(
+                'uint', 1024, -120, 100, inplace=inplace, expected_min=0)
+
+    def test_record_array(self):
+        rec = np.array([(-5, 2.0, 3.0), (5.0, 4.0, 3.0)],
+                       dtype=[('x', '<f8'), ('y', '<f8'), ('z', '<f8')])
+        y = rec['x'].clip(-0.3, 0.5)
+        self._check_range(y, -0.3, 0.5)
+
+    def test_max_or_min(self):
+        val = np.array([0, 1, 2, 3, 4, 5, 6, 7])
+        x = val.clip(3)
+        assert_(np.all(x >= 3))
+        x = val.clip(min=3)
+        assert_(np.all(x >= 3))
+        x = val.clip(max=4)
+        assert_(np.all(x <= 4))
+
+    def test_nan(self):
+        input_arr = np.array([-2., np.nan, 0.5, 3., 0.25, np.nan])
+        result = input_arr.clip(-1, 1)
+        expected = np.array([-1., np.nan, 0.5, 1., 0.25, np.nan])
+        assert_array_equal(result, expected)
+
+
+class TestCompress:
+    def test_axis(self):
+        tgt = [[5, 6, 7, 8, 9]]
+        arr = np.arange(10).reshape(2, 5)
+        out = np.compress([0, 1], arr, axis=0)
+        assert_equal(out, tgt)
+
+        tgt = [[1, 3], [6, 8]]
+        out = np.compress([0, 1, 0, 1, 0], arr, axis=1)
+        assert_equal(out, tgt)
+
+    def test_truncate(self):
+        tgt = [[1], [6]]
+        arr = np.arange(10).reshape(2, 5)
+        out = np.compress([0, 1], arr, axis=1)
+        assert_equal(out, tgt)
+
+    def test_flatten(self):
+        arr = np.arange(10).reshape(2, 5)
+        out = np.compress([0, 1], arr)
+        assert_equal(out, 1)
+
+
+class TestPutmask:
+    def tst_basic(self, x, T, mask, val):
+        np.putmask(x, mask, val)
+        assert_equal(x[mask], np.array(val, T))
+
+    def test_ip_types(self):
+        unchecked_types = [bytes, str, np.void]
+
+        x = np.random.random(1000)*100
+        mask = x < 40
+
+        for val in [-100, 0, 15]:
+            for types in np.sctypes.values():
+                for T in types:
+                    if T not in unchecked_types:
+                        self.tst_basic(x.copy().astype(T), T, mask, val)
+
+            # Also test string of a length which uses an untypical length
+            dt = np.dtype("S3")
+            self.tst_basic(x.astype(dt), dt.type, mask, dt.type(val)[:3])
+
+    def test_mask_size(self):
+        assert_raises(ValueError, np.putmask, np.array([1, 2, 3]), [True], 5)
+
+    @pytest.mark.parametrize('dtype', ('>i4', '<i4'))
+    def test_byteorder(self, dtype):
+        x = np.array([1, 2, 3], dtype)
+        np.putmask(x, [True, False, True], -1)
+        assert_array_equal(x, [-1, 2, -1])
+
+    def test_record_array(self):
+        # Note mixed byteorder.
+        rec = np.array([(-5, 2.0, 3.0), (5.0, 4.0, 3.0)],
+                      dtype=[('x', '<f8'), ('y', '>f8'), ('z', '<f8')])
+        np.putmask(rec['x'], [True, False], 10)
+        assert_array_equal(rec['x'], [10, 5])
+        assert_array_equal(rec['y'], [2, 4])
+        assert_array_equal(rec['z'], [3, 3])
+        np.putmask(rec['y'], [True, False], 11)
+        assert_array_equal(rec['x'], [10, 5])
+        assert_array_equal(rec['y'], [11, 4])
+        assert_array_equal(rec['z'], [3, 3])
+
+    def test_overlaps(self):
+        # gh-6272 check overlap
+        x = np.array([True, False, True, False])
+        np.putmask(x[1:4], [True, True, True], x[:3])
+        assert_equal(x, np.array([True, True, False, True]))
+
+        x = np.array([True, False, True, False])
+        np.putmask(x[1:4], x[:3], [True, False, True])
+        assert_equal(x, np.array([True, True, True, True]))
+
+    def test_writeable(self):
+        a = np.arange(5)
+        a.flags.writeable = False
+
+        with pytest.raises(ValueError):
+            np.putmask(a, a >= 2, 3)
+
+
+class TestTake:
+    def tst_basic(self, x):
+        ind = list(range(x.shape[0]))
+        assert_array_equal(x.take(ind, axis=0), x)
+
+    def test_ip_types(self):
+        unchecked_types = [bytes, str, np.void]
+
+        x = np.random.random(24)*100
+        x.shape = 2, 3, 4
+        for types in np.sctypes.values():
+            for T in types:
+                if T not in unchecked_types:
+                    self.tst_basic(x.copy().astype(T))
+
+            # Also test string of a length which uses an untypical length
+            self.tst_basic(x.astype("S3"))
+
+    def test_raise(self):
+        x = np.random.random(24)*100
+        x.shape = 2, 3, 4
+        assert_raises(IndexError, x.take, [0, 1, 2], axis=0)
+        assert_raises(IndexError, x.take, [-3], axis=0)
+        assert_array_equal(x.take([-1], axis=0)[0], x[1])
+
+    def test_clip(self):
+        x = np.random.random(24)*100
+        x.shape = 2, 3, 4
+        assert_array_equal(x.take([-1], axis=0, mode='clip')[0], x[0])
+        assert_array_equal(x.take([2], axis=0, mode='clip')[0], x[1])
+
+    def test_wrap(self):
+        x = np.random.random(24)*100
+        x.shape = 2, 3, 4
+        assert_array_equal(x.take([-1], axis=0, mode='wrap')[0], x[1])
+        assert_array_equal(x.take([2], axis=0, mode='wrap')[0], x[0])
+        assert_array_equal(x.take([3], axis=0, mode='wrap')[0], x[1])
+
+    @pytest.mark.parametrize('dtype', ('>i4', '<i4'))
+    def test_byteorder(self, dtype):
+        x = np.array([1, 2, 3], dtype)
+        assert_array_equal(x.take([0, 2, 1]), [1, 3, 2])
+
+    def test_record_array(self):
+        # Note mixed byteorder.
+        rec = np.array([(-5, 2.0, 3.0), (5.0, 4.0, 3.0)],
+                      dtype=[('x', '<f8'), ('y', '>f8'), ('z', '<f8')])
+        rec1 = rec.take([1])
+        assert_(rec1['x'] == 5.0 and rec1['y'] == 4.0)
+
+    def test_out_overlap(self):
+        # gh-6272 check overlap on out
+        x = np.arange(5)
+        y = np.take(x, [1, 2, 3], out=x[2:5], mode='wrap')
+        assert_equal(y, np.array([1, 2, 3]))
+
+    @pytest.mark.parametrize('shape', [(1, 2), (1,), ()])
+    def test_ret_is_out(self, shape):
+        # 0d arrays should not be an exception to this rule
+        x = np.arange(5)
+        inds = np.zeros(shape, dtype=np.intp)
+        out = np.zeros(shape, dtype=x.dtype)
+        ret = np.take(x, inds, out=out)
+        assert ret is out
+
+
+class TestLexsort:
+    @pytest.mark.parametrize('dtype',[
+        np.uint8, np.uint16, np.uint32, np.uint64,
+        np.int8, np.int16, np.int32, np.int64,
+        np.float16, np.float32, np.float64
+    ])
+    def test_basic(self, dtype):
+        a = np.array([1, 2, 1, 3, 1, 5], dtype=dtype)
+        b = np.array([0, 4, 5, 6, 2, 3], dtype=dtype)
+        idx = np.lexsort((b, a))
+        expected_idx = np.array([0, 4, 2, 1, 3, 5])
+        assert_array_equal(idx, expected_idx)
+        assert_array_equal(a[idx], np.sort(a))
+
+    def test_mixed(self):
+        a = np.array([1, 2, 1, 3, 1, 5])
+        b = np.array([0, 4, 5, 6, 2, 3], dtype='datetime64[D]')
+
+        idx = np.lexsort((b, a))
+        expected_idx = np.array([0, 4, 2, 1, 3, 5])
+        assert_array_equal(idx, expected_idx)
+
+    def test_datetime(self):
+        a = np.array([0,0,0], dtype='datetime64[D]')
+        b = np.array([2,1,0], dtype='datetime64[D]')
+        idx = np.lexsort((b, a))
+        expected_idx = np.array([2, 1, 0])
+        assert_array_equal(idx, expected_idx)
+
+        a = np.array([0,0,0], dtype='timedelta64[D]')
+        b = np.array([2,1,0], dtype='timedelta64[D]')
+        idx = np.lexsort((b, a))
+        expected_idx = np.array([2, 1, 0])
+        assert_array_equal(idx, expected_idx)
+
+    def test_object(self):  # gh-6312
+        a = np.random.choice(10, 1000)
+        b = np.random.choice(['abc', 'xy', 'wz', 'efghi', 'qwst', 'x'], 1000)
+
+        for u in a, b:
+            left = np.lexsort((u.astype('O'),))
+            right = np.argsort(u, kind='mergesort')
+            assert_array_equal(left, right)
+
+        for u, v in (a, b), (b, a):
+            idx = np.lexsort((u, v))
+            assert_array_equal(idx, np.lexsort((u.astype('O'), v)))
+            assert_array_equal(idx, np.lexsort((u, v.astype('O'))))
+            u, v = np.array(u, dtype='object'), np.array(v, dtype='object')
+            assert_array_equal(idx, np.lexsort((u, v)))
+
+    def test_invalid_axis(self): # gh-7528
+        x = np.linspace(0., 1., 42*3).reshape(42, 3)
+        assert_raises(np.AxisError, np.lexsort, x, axis=2)
+
+class TestIO:
+    """Test tofile, fromfile, tobytes, and fromstring"""
+
+    @pytest.fixture()
+    def x(self):
+        shape = (2, 4, 3)
+        rand = np.random.random
+        x = rand(shape) + rand(shape).astype(complex) * 1j
+        x[0, :, 1] = [np.nan, np.inf, -np.inf, np.nan]
+        return x
+
+    @pytest.fixture(params=["string", "path_obj"])
+    def tmp_filename(self, tmp_path, request):
+        # This fixture covers two cases:
+        # one where the filename is a string and
+        # another where it is a pathlib object
+        filename = tmp_path / "file"
+        if request.param == "string":
+            filename = str(filename)
+        yield filename
+
+    def test_nofile(self):
+        # this should probably be supported as a file
+        # but for now test for proper errors
+        b = io.BytesIO()
+        assert_raises(OSError, np.fromfile, b, np.uint8, 80)
+        d = np.ones(7)
+        assert_raises(OSError, lambda x: x.tofile(b), d)
+
+    def test_bool_fromstring(self):
+        v = np.array([True, False, True, False], dtype=np.bool_)
+        y = np.fromstring('1 0 -2.3 0.0', sep=' ', dtype=np.bool_)
+        assert_array_equal(v, y)
+
+    def test_uint64_fromstring(self):
+        d = np.fromstring("9923372036854775807 104783749223640",
+                          dtype=np.uint64, sep=' ')
+        e = np.array([9923372036854775807, 104783749223640], dtype=np.uint64)
+        assert_array_equal(d, e)
+
+    def test_int64_fromstring(self):
+        d = np.fromstring("-25041670086757 104783749223640",
+                          dtype=np.int64, sep=' ')
+        e = np.array([-25041670086757, 104783749223640], dtype=np.int64)
+        assert_array_equal(d, e)
+
+    def test_fromstring_count0(self):
+        d = np.fromstring("1,2", sep=",", dtype=np.int64, count=0)
+        assert d.shape == (0,)
+
+    def test_empty_files_text(self, tmp_filename):
+        with open(tmp_filename, 'w') as f:
+            pass
+        y = np.fromfile(tmp_filename)
+        assert_(y.size == 0, "Array not empty")
+
+    def test_empty_files_binary(self, tmp_filename):
+        with open(tmp_filename, 'wb') as f:
+            pass
+        y = np.fromfile(tmp_filename, sep=" ")
+        assert_(y.size == 0, "Array not empty")
+
+    def test_roundtrip_file(self, x, tmp_filename):
+        with open(tmp_filename, 'wb') as f:
+            x.tofile(f)
+        # NB. doesn't work with flush+seek, due to use of C stdio
+        with open(tmp_filename, 'rb') as f:
+            y = np.fromfile(f, dtype=x.dtype)
+        assert_array_equal(y, x.flat)
+
+    def test_roundtrip(self, x, tmp_filename):
+        x.tofile(tmp_filename)
+        y = np.fromfile(tmp_filename, dtype=x.dtype)
+        assert_array_equal(y, x.flat)
+
+    def test_roundtrip_dump_pathlib(self, x, tmp_filename):
+        p = pathlib.Path(tmp_filename)
+        x.dump(p)
+        y = np.load(p, allow_pickle=True)
+        assert_array_equal(y, x)
+
+    def test_roundtrip_binary_str(self, x):
+        s = x.tobytes()
+        y = np.frombuffer(s, dtype=x.dtype)
+        assert_array_equal(y, x.flat)
+
+        s = x.tobytes('F')
+        y = np.frombuffer(s, dtype=x.dtype)
+        assert_array_equal(y, x.flatten('F'))
+
+    def test_roundtrip_str(self, x):
+        x = x.real.ravel()
+        s = "@".join(map(str, x))
+        y = np.fromstring(s, sep="@")
+        # NB. str imbues less precision
+        nan_mask = ~np.isfinite(x)
+        assert_array_equal(x[nan_mask], y[nan_mask])
+        assert_array_almost_equal(x[~nan_mask], y[~nan_mask], decimal=5)
+
+    def test_roundtrip_repr(self, x):
+        x = x.real.ravel()
+        s = "@".join(map(repr, x))
+        y = np.fromstring(s, sep="@")
+        assert_array_equal(x, y)
+
+    def test_unseekable_fromfile(self, x, tmp_filename):
+        # gh-6246
+        x.tofile(tmp_filename)
+
+        def fail(*args, **kwargs):
+            raise OSError('Can not tell or seek')
+
+        with io.open(tmp_filename, 'rb', buffering=0) as f:
+            f.seek = fail
+            f.tell = fail
+            assert_raises(OSError, np.fromfile, f, dtype=x.dtype)
+
+    def test_io_open_unbuffered_fromfile(self, x, tmp_filename):
+        # gh-6632
+        x.tofile(tmp_filename)
+        with io.open(tmp_filename, 'rb', buffering=0) as f:
+            y = np.fromfile(f, dtype=x.dtype)
+            assert_array_equal(y, x.flat)
+
+    def test_largish_file(self, tmp_filename):
+        # check the fallocate path on files > 16MB
+        d = np.zeros(4 * 1024 ** 2)
+        d.tofile(tmp_filename)
+        assert_equal(os.path.getsize(tmp_filename), d.nbytes)
+        assert_array_equal(d, np.fromfile(tmp_filename))
+        # check offset
+        with open(tmp_filename, "r+b") as f:
+            f.seek(d.nbytes)
+            d.tofile(f)
+            assert_equal(os.path.getsize(tmp_filename), d.nbytes * 2)
+        # check append mode (gh-8329)
+        open(tmp_filename, "w").close()  # delete file contents
+        with open(tmp_filename, "ab") as f:
+            d.tofile(f)
+        assert_array_equal(d, np.fromfile(tmp_filename))
+        with open(tmp_filename, "ab") as f:
+            d.tofile(f)
+        assert_equal(os.path.getsize(tmp_filename), d.nbytes * 2)
+
+    def test_io_open_buffered_fromfile(self, x, tmp_filename):
+        # gh-6632
+        x.tofile(tmp_filename)
+        with io.open(tmp_filename, 'rb', buffering=-1) as f:
+            y = np.fromfile(f, dtype=x.dtype)
+        assert_array_equal(y, x.flat)
+
+    def test_file_position_after_fromfile(self, tmp_filename):
+        # gh-4118
+        sizes = [io.DEFAULT_BUFFER_SIZE//8,
+                 io.DEFAULT_BUFFER_SIZE,
+                 io.DEFAULT_BUFFER_SIZE*8]
+
+        for size in sizes:
+            with open(tmp_filename, 'wb') as f:
+                f.seek(size-1)
+                f.write(b'\0')
+
+            for mode in ['rb', 'r+b']:
+                err_msg = "%d %s" % (size, mode)
+
+                with open(tmp_filename, mode) as f:
+                    f.read(2)
+                    np.fromfile(f, dtype=np.float64, count=1)
+                    pos = f.tell()
+                assert_equal(pos, 10, err_msg=err_msg)
+
+    def test_file_position_after_tofile(self, tmp_filename):
+        # gh-4118
+        sizes = [io.DEFAULT_BUFFER_SIZE//8,
+                 io.DEFAULT_BUFFER_SIZE,
+                 io.DEFAULT_BUFFER_SIZE*8]
+
+        for size in sizes:
+            err_msg = "%d" % (size,)
+
+            with open(tmp_filename, 'wb') as f:
+                f.seek(size-1)
+                f.write(b'\0')
+                f.seek(10)
+                f.write(b'12')
+                np.array([0], dtype=np.float64).tofile(f)
+                pos = f.tell()
+            assert_equal(pos, 10 + 2 + 8, err_msg=err_msg)
+
+            with open(tmp_filename, 'r+b') as f:
+                f.read(2)
+                f.seek(0, 1)  # seek between read&write required by ANSI C
+                np.array([0], dtype=np.float64).tofile(f)
+                pos = f.tell()
+            assert_equal(pos, 10, err_msg=err_msg)
+
+    def test_load_object_array_fromfile(self, tmp_filename):
+        # gh-12300
+        with open(tmp_filename, 'w') as f:
+            # Ensure we have a file with consistent contents
+            pass
+
+        with open(tmp_filename, 'rb') as f:
+            assert_raises_regex(ValueError, "Cannot read into object array",
+                                np.fromfile, f, dtype=object)
+
+        assert_raises_regex(ValueError, "Cannot read into object array",
+                            np.fromfile, tmp_filename, dtype=object)
+
+    def test_fromfile_offset(self, x, tmp_filename):
+        with open(tmp_filename, 'wb') as f:
+            x.tofile(f)
+
+        with open(tmp_filename, 'rb') as f:
+            y = np.fromfile(f, dtype=x.dtype, offset=0)
+            assert_array_equal(y, x.flat)
+
+        with open(tmp_filename, 'rb') as f:
+            count_items = len(x.flat) // 8
+            offset_items = len(x.flat) // 4
+            offset_bytes = x.dtype.itemsize * offset_items
+            y = np.fromfile(
+                f, dtype=x.dtype, count=count_items, offset=offset_bytes
+            )
+            assert_array_equal(
+                y, x.flat[offset_items:offset_items+count_items]
+            )
+
+            # subsequent seeks should stack
+            offset_bytes = x.dtype.itemsize
+            z = np.fromfile(f, dtype=x.dtype, offset=offset_bytes)
+            assert_array_equal(z, x.flat[offset_items+count_items+1:])
+
+        with open(tmp_filename, 'wb') as f:
+            x.tofile(f, sep=",")
+
+        with open(tmp_filename, 'rb') as f:
+            assert_raises_regex(
+                    TypeError,
+                    "'offset' argument only permitted for binary files",
+                    np.fromfile, tmp_filename, dtype=x.dtype,
+                    sep=",", offset=1)
+
+    @pytest.mark.skipif(IS_PYPY, reason="bug in PyPy's PyNumber_AsSsize_t")
+    def test_fromfile_bad_dup(self, x, tmp_filename):
+        def dup_str(fd):
+            return 'abc'
+
+        def dup_bigint(fd):
+            return 2**68
+
+        old_dup = os.dup
+        try:
+            with open(tmp_filename, 'wb') as f:
+                x.tofile(f)
+                for dup, exc in ((dup_str, TypeError), (dup_bigint, OSError)):
+                    os.dup = dup
+                    assert_raises(exc, np.fromfile, f)
+        finally:
+            os.dup = old_dup
+
+    def _check_from(self, s, value, filename, **kw):
+        if 'sep' not in kw:
+            y = np.frombuffer(s, **kw)
+        else:
+            y = np.fromstring(s, **kw)
+        assert_array_equal(y, value)
+
+        with open(filename, 'wb') as f:
+            f.write(s)
+        y = np.fromfile(filename, **kw)
+        assert_array_equal(y, value)
+
+    @pytest.fixture(params=["period", "comma"])
+    def decimal_sep_localization(self, request):
+        """
+        Including this fixture in a test will automatically
+        execute it with both types of decimal separator.
+
+        So::
+
+            def test_decimal(decimal_sep_localization):
+                pass
+
+        is equivalent to the following two tests::
+
+            def test_decimal_period_separator():
+                pass
+
+            def test_decimal_comma_separator():
+                with CommaDecimalPointLocale():
+                    pass
+        """
+        if request.param == "period":
+            yield
+        elif request.param == "comma":
+            with CommaDecimalPointLocale():
+                yield
+        else:
+            assert False, request.param
+
+    def test_nan(self, tmp_filename, decimal_sep_localization):
+        self._check_from(
+            b"nan +nan -nan NaN nan(foo) +NaN(BAR) -NAN(q_u_u_x_)",
+            [np.nan, np.nan, np.nan, np.nan, np.nan, np.nan, np.nan],
+            tmp_filename,
+            sep=' ')
+
+    def test_inf(self, tmp_filename, decimal_sep_localization):
+        self._check_from(
+            b"inf +inf -inf infinity -Infinity iNfInItY -inF",
+            [np.inf, np.inf, -np.inf, np.inf, -np.inf, np.inf, -np.inf],
+            tmp_filename,
+            sep=' ')
+
+    def test_numbers(self, tmp_filename, decimal_sep_localization):
+        self._check_from(
+            b"1.234 -1.234 .3 .3e55 -123133.1231e+133",
+            [1.234, -1.234, .3, .3e55, -123133.1231e+133],
+            tmp_filename,
+            sep=' ')
+
+    def test_binary(self, tmp_filename):
+        self._check_from(
+            b'\x00\x00\x80?\x00\x00\x00@\x00\x00@@\x00\x00\x80@',
+            np.array([1, 2, 3, 4]),
+            tmp_filename,
+            dtype='<f4')
+
+    @pytest.mark.slow  # takes > 1 minute on mechanical hard drive
+    def test_big_binary(self):
+        """Test workarounds for 32-bit limited fwrite, fseek, and ftell
+        calls in windows. These normally would hang doing something like this.
+        See http://projects.scipy.org/numpy/ticket/1660"""
+        if sys.platform != 'win32':
+            return
+        try:
+            # before workarounds, only up to 2**32-1 worked
+            fourgbplus = 2**32 + 2**16
+            testbytes = np.arange(8, dtype=np.int8)
+            n = len(testbytes)
+            flike = tempfile.NamedTemporaryFile()
+            f = flike.file
+            np.tile(testbytes, fourgbplus // testbytes.nbytes).tofile(f)
+            flike.seek(0)
+            a = np.fromfile(f, dtype=np.int8)
+            flike.close()
+            assert_(len(a) == fourgbplus)
+            # check only start and end for speed:
+            assert_((a[:n] == testbytes).all())
+            assert_((a[-n:] == testbytes).all())
+        except (MemoryError, ValueError):
+            pass
+
+    def test_string(self, tmp_filename):
+        self._check_from(b'1,2,3,4', [1., 2., 3., 4.], tmp_filename, sep=',')
+
+    def test_counted_string(self, tmp_filename, decimal_sep_localization):
+        self._check_from(
+            b'1,2,3,4', [1., 2., 3., 4.], tmp_filename, count=4, sep=',')
+        self._check_from(
+            b'1,2,3,4', [1., 2., 3.], tmp_filename, count=3, sep=',')
+        self._check_from(
+            b'1,2,3,4', [1., 2., 3., 4.], tmp_filename, count=-1, sep=',')
+
+    def test_string_with_ws(self, tmp_filename):
+        self._check_from(
+            b'1 2  3     4   ', [1, 2, 3, 4], tmp_filename, dtype=int, sep=' ')
+
+    def test_counted_string_with_ws(self, tmp_filename):
+        self._check_from(
+            b'1 2  3     4   ', [1, 2, 3], tmp_filename, count=3, dtype=int,
+            sep=' ')
+
+    def test_ascii(self, tmp_filename, decimal_sep_localization):
+        self._check_from(
+            b'1 , 2 , 3 , 4', [1., 2., 3., 4.], tmp_filename, sep=',')
+        self._check_from(
+            b'1,2,3,4', [1., 2., 3., 4.], tmp_filename, dtype=float, sep=',')
+
+    def test_malformed(self, tmp_filename, decimal_sep_localization):
+        with assert_warns(DeprecationWarning):
+            self._check_from(
+                b'1.234 1,234', [1.234, 1.], tmp_filename, sep=' ')
+
+    def test_long_sep(self, tmp_filename):
+        self._check_from(
+            b'1_x_3_x_4_x_5', [1, 3, 4, 5], tmp_filename, sep='_x_')
+
+    def test_dtype(self, tmp_filename):
+        v = np.array([1, 2, 3, 4], dtype=np.int_)
+        self._check_from(b'1,2,3,4', v, tmp_filename, sep=',', dtype=np.int_)
+
+    def test_dtype_bool(self, tmp_filename):
+        # can't use _check_from because fromstring can't handle True/False
+        v = np.array([True, False, True, False], dtype=np.bool_)
+        s = b'1,0,-2.3,0'
+        with open(tmp_filename, 'wb') as f:
+            f.write(s)
+        y = np.fromfile(tmp_filename, sep=',', dtype=np.bool_)
+        assert_(y.dtype == '?')
+        assert_array_equal(y, v)
+
+    def test_tofile_sep(self, tmp_filename, decimal_sep_localization):
+        x = np.array([1.51, 2, 3.51, 4], dtype=float)
+        with open(tmp_filename, 'w') as f:
+            x.tofile(f, sep=',')
+        with open(tmp_filename, 'r') as f:
+            s = f.read()
+        #assert_equal(s, '1.51,2.0,3.51,4.0')
+        y = np.array([float(p) for p in s.split(',')])
+        assert_array_equal(x,y)
+
+    def test_tofile_format(self, tmp_filename, decimal_sep_localization):
+        x = np.array([1.51, 2, 3.51, 4], dtype=float)
+        with open(tmp_filename, 'w') as f:
+            x.tofile(f, sep=',', format='%.2f')
+        with open(tmp_filename, 'r') as f:
+            s = f.read()
+        assert_equal(s, '1.51,2.00,3.51,4.00')
+
+    def test_tofile_cleanup(self, tmp_filename):
+        x = np.zeros((10), dtype=object)
+        with open(tmp_filename, 'wb') as f:
+            assert_raises(OSError, lambda: x.tofile(f, sep=''))
+        # Dup-ed file handle should be closed or remove will fail on Windows OS
+        os.remove(tmp_filename)
+
+        # Also make sure that we close the Python handle
+        assert_raises(OSError, lambda: x.tofile(tmp_filename))
+        os.remove(tmp_filename)
+
+    def test_fromfile_subarray_binary(self, tmp_filename):
+        # Test subarray dtypes which are absorbed into the shape
+        x = np.arange(24, dtype="i4").reshape(2, 3, 4)
+        x.tofile(tmp_filename)
+        res = np.fromfile(tmp_filename, dtype="(3,4)i4")
+        assert_array_equal(x, res)
+
+        x_str = x.tobytes()
+        with assert_warns(DeprecationWarning):
+            # binary fromstring is deprecated
+            res = np.fromstring(x_str, dtype="(3,4)i4")
+            assert_array_equal(x, res)
+
+    def test_parsing_subarray_unsupported(self, tmp_filename):
+        # We currently do not support parsing subarray dtypes
+        data = "12,42,13," * 50
+        with pytest.raises(ValueError):
+            expected = np.fromstring(data, dtype="(3,)i", sep=",")
+
+        with open(tmp_filename, "w") as f:
+            f.write(data)
+
+        with pytest.raises(ValueError):
+            np.fromfile(tmp_filename, dtype="(3,)i", sep=",")
+
+    def test_read_shorter_than_count_subarray(self, tmp_filename):
+        # Test that requesting more values does not cause any problems
+        # in conjunction with subarray dimensions being absorbed into the
+        # array dimension.
+        expected = np.arange(511 * 10, dtype="i").reshape(-1, 10)
+
+        binary = expected.tobytes()
+        with pytest.raises(ValueError):
+            with pytest.warns(DeprecationWarning):
+                np.fromstring(binary, dtype="(10,)i", count=10000)
+
+        expected.tofile(tmp_filename)
+        res = np.fromfile(tmp_filename, dtype="(10,)i", count=10000)
+        assert_array_equal(res, expected)
+
+
+class TestFromBuffer:
+    @pytest.mark.parametrize('byteorder', ['<', '>'])
+    @pytest.mark.parametrize('dtype', [float, int, complex])
+    def test_basic(self, byteorder, dtype):
+        dt = np.dtype(dtype).newbyteorder(byteorder)
+        x = (np.random.random((4, 7)) * 5).astype(dt)
+        buf = x.tobytes()
+        assert_array_equal(np.frombuffer(buf, dtype=dt), x.flat)
+
+    @pytest.mark.parametrize("obj", [np.arange(10), b"12345678"])
+    def test_array_base(self, obj):
+        # Objects (including NumPy arrays), which do not use the
+        # `release_buffer` slot should be directly used as a base object.
+        # See also gh-21612
+        new = np.frombuffer(obj)
+        assert new.base is obj
+
+    def test_empty(self):
+        assert_array_equal(np.frombuffer(b''), np.array([]))
+
+    @pytest.mark.skipif(IS_PYPY,
+            reason="PyPy's memoryview currently does not track exports. See: "
+                   "https://foss.heptapod.net/pypy/pypy/-/issues/3724")
+    def test_mmap_close(self):
+        # The old buffer protocol was not safe for some things that the new
+        # one is.  But `frombuffer` always used the old one for a long time.
+        # Checks that it is safe with the new one (using memoryviews)
+        with tempfile.TemporaryFile(mode='wb') as tmp:
+            tmp.write(b"asdf")
+            tmp.flush()
+            mm = mmap.mmap(tmp.fileno(), 0)
+            arr = np.frombuffer(mm, dtype=np.uint8)
+            with pytest.raises(BufferError):
+                mm.close()  # cannot close while array uses the buffer
+            del arr
+            mm.close()
+
+class TestFlat:
+    def setup(self):
+        a0 = np.arange(20.0)
+        a = a0.reshape(4, 5)
+        a0.shape = (4, 5)
+        a.flags.writeable = False
+        self.a = a
+        self.b = a[::2, ::2]
+        self.a0 = a0
+        self.b0 = a0[::2, ::2]
+
+    def test_contiguous(self):
+        testpassed = False
+        try:
+            self.a.flat[12] = 100.0
+        except ValueError:
+            testpassed = True
+        assert_(testpassed)
+        assert_(self.a.flat[12] == 12.0)
+
+    def test_discontiguous(self):
+        testpassed = False
+        try:
+            self.b.flat[4] = 100.0
+        except ValueError:
+            testpassed = True
+        assert_(testpassed)
+        assert_(self.b.flat[4] == 12.0)
+
+    def test___array__(self):
+        c = self.a.flat.__array__()
+        d = self.b.flat.__array__()
+        e = self.a0.flat.__array__()
+        f = self.b0.flat.__array__()
+
+        assert_(c.flags.writeable is False)
+        assert_(d.flags.writeable is False)
+        assert_(e.flags.writeable is True)
+        assert_(f.flags.writeable is False)
+        assert_(c.flags.writebackifcopy is False)
+        assert_(d.flags.writebackifcopy is False)
+        assert_(e.flags.writebackifcopy is False)
+        assert_(f.flags.writebackifcopy is False)
+
+    @pytest.mark.skipif(not HAS_REFCOUNT, reason="Python lacks refcounts")
+    def test_refcount(self):
+        # includes regression test for reference count error gh-13165
+        inds = [np.intp(0), np.array([True]*self.a.size), np.array([0]), None]
+        indtype = np.dtype(np.intp)
+        rc_indtype = sys.getrefcount(indtype)
+        for ind in inds:
+            rc_ind = sys.getrefcount(ind)
+            for _ in range(100):
+                try:
+                    self.a.flat[ind]
+                except IndexError:
+                    pass
+            assert_(abs(sys.getrefcount(ind) - rc_ind) < 50)
+            assert_(abs(sys.getrefcount(indtype) - rc_indtype) < 50)
+
+    def test_index_getset(self):
+        it = np.arange(10).reshape(2, 1, 5).flat
+        with pytest.raises(AttributeError):
+            it.index = 10
+
+        for _ in it:
+            pass
+        # Check the value of `.index` is updated correctly (see also gh-19153)
+        # If the type was incorrect, this would show up on big-endian machines
+        assert it.index == it.base.size
+
+
+class TestResize:
+
+    @_no_tracing
+    def test_basic(self):
+        x = np.array([[1, 0, 0], [0, 1, 0], [0, 0, 1]])
+        if IS_PYPY:
+            x.resize((5, 5), refcheck=False)
+        else:
+            x.resize((5, 5))
+        assert_array_equal(x.flat[:9],
+                np.array([[1, 0, 0], [0, 1, 0], [0, 0, 1]]).flat)
+        assert_array_equal(x[9:].flat, 0)
+
+    def test_check_reference(self):
+        x = np.array([[1, 0, 0], [0, 1, 0], [0, 0, 1]])
+        y = x
+        assert_raises(ValueError, x.resize, (5, 1))
+        del y  # avoid pyflakes unused variable warning.
+
+    @_no_tracing
+    def test_int_shape(self):
+        x = np.eye(3)
+        if IS_PYPY:
+            x.resize(3, refcheck=False)
+        else:
+            x.resize(3)
+        assert_array_equal(x, np.eye(3)[0,:])
+
+    def test_none_shape(self):
+        x = np.eye(3)
+        x.resize(None)
+        assert_array_equal(x, np.eye(3))
+        x.resize()
+        assert_array_equal(x, np.eye(3))
+
+    def test_0d_shape(self):
+        # to it multiple times to test it does not break alloc cache gh-9216
+        for i in range(10):
+            x = np.empty((1,))
+            x.resize(())
+            assert_equal(x.shape, ())
+            assert_equal(x.size, 1)
+            x = np.empty(())
+            x.resize((1,))
+            assert_equal(x.shape, (1,))
+            assert_equal(x.size, 1)
+
+    def test_invalid_arguments(self):
+        assert_raises(TypeError, np.eye(3).resize, 'hi')
+        assert_raises(ValueError, np.eye(3).resize, -1)
+        assert_raises(TypeError, np.eye(3).resize, order=1)
+        assert_raises(TypeError, np.eye(3).resize, refcheck='hi')
+
+    @_no_tracing
+    def test_freeform_shape(self):
+        x = np.eye(3)
+        if IS_PYPY:
+            x.resize(3, 2, 1, refcheck=False)
+        else:
+            x.resize(3, 2, 1)
+        assert_(x.shape == (3, 2, 1))
+
+    @_no_tracing
+    def test_zeros_appended(self):
+        x = np.eye(3)
+        if IS_PYPY:
+            x.resize(2, 3, 3, refcheck=False)
+        else:
+            x.resize(2, 3, 3)
+        assert_array_equal(x[0], np.eye(3))
+        assert_array_equal(x[1], np.zeros((3, 3)))
+
+    @_no_tracing
+    def test_obj_obj(self):
+        # check memory is initialized on resize, gh-4857
+        a = np.ones(10, dtype=[('k', object, 2)])
+        if IS_PYPY:
+            a.resize(15, refcheck=False)
+        else:
+            a.resize(15,)
+        assert_equal(a.shape, (15,))
+        assert_array_equal(a['k'][-5:], 0)
+        assert_array_equal(a['k'][:-5], 1)
+
+    def test_empty_view(self):
+        # check that sizes containing a zero don't trigger a reallocate for
+        # already empty arrays
+        x = np.zeros((10, 0), int)
+        x_view = x[...]
+        x_view.resize((0, 10))
+        x_view.resize((0, 100))
+
+    def test_check_weakref(self):
+        x = np.array([[1, 0, 0], [0, 1, 0], [0, 0, 1]])
+        xref = weakref.ref(x)
+        assert_raises(ValueError, x.resize, (5, 1))
+        del xref  # avoid pyflakes unused variable warning.
+
+
+class TestRecord:
+    def test_field_rename(self):
+        dt = np.dtype([('f', float), ('i', int)])
+        dt.names = ['p', 'q']
+        assert_equal(dt.names, ['p', 'q'])
+
+    def test_multiple_field_name_occurrence(self):
+        def test_dtype_init():
+            np.dtype([("A", "f8"), ("B", "f8"), ("A", "f8")])
+
+        # Error raised when multiple fields have the same name
+        assert_raises(ValueError, test_dtype_init)
+
+    def test_bytes_fields(self):
+        # Bytes are not allowed in field names and not recognized in titles
+        # on Py3
+        assert_raises(TypeError, np.dtype, [(b'a', int)])
+        assert_raises(TypeError, np.dtype, [(('b', b'a'), int)])
+
+        dt = np.dtype([((b'a', 'b'), int)])
+        assert_raises(TypeError, dt.__getitem__, b'a')
+
+        x = np.array([(1,), (2,), (3,)], dtype=dt)
+        assert_raises(IndexError, x.__getitem__, b'a')
+
+        y = x[0]
+        assert_raises(IndexError, y.__getitem__, b'a')
+
+    def test_multiple_field_name_unicode(self):
+        def test_dtype_unicode():
+            np.dtype([("\u20B9", "f8"), ("B", "f8"), ("\u20B9", "f8")])
+
+        # Error raised when multiple fields have the same name(unicode included)
+        assert_raises(ValueError, test_dtype_unicode)
+
+    def test_fromarrays_unicode(self):
+        # A single name string provided to fromarrays() is allowed to be unicode
+        # on both Python 2 and 3:
+        x = np.core.records.fromarrays([[0], [1]], names=u'a,b', formats=u'i4,i4')
+        assert_equal(x['a'][0], 0)
+        assert_equal(x['b'][0], 1)
+
+    def test_unicode_order(self):
+        # Test that we can sort with order as a unicode field name in both Python 2 and
+        # 3:
+        name = u'b'
+        x = np.array([1, 3, 2], dtype=[(name, int)])
+        x.sort(order=name)
+        assert_equal(x[u'b'], np.array([1, 2, 3]))
+
+    def test_field_names(self):
+        # Test unicode and 8-bit / byte strings can be used
+        a = np.zeros((1,), dtype=[('f1', 'i4'),
+                                  ('f2', 'i4'),
+                                  ('f3', [('sf1', 'i4')])])
+        # byte string indexing fails gracefully
+        assert_raises(IndexError, a.__setitem__, b'f1', 1)
+        assert_raises(IndexError, a.__getitem__, b'f1')
+        assert_raises(IndexError, a['f1'].__setitem__, b'sf1', 1)
+        assert_raises(IndexError, a['f1'].__getitem__, b'sf1')
+        b = a.copy()
+        fn1 = str('f1')
+        b[fn1] = 1
+        assert_equal(b[fn1], 1)
+        fnn = str('not at all')
+        assert_raises(ValueError, b.__setitem__, fnn, 1)
+        assert_raises(ValueError, b.__getitem__, fnn)
+        b[0][fn1] = 2
+        assert_equal(b[fn1], 2)
+        # Subfield
+        assert_raises(ValueError, b[0].__setitem__, fnn, 1)
+        assert_raises(ValueError, b[0].__getitem__, fnn)
+        # Subfield
+        fn3 = str('f3')
+        sfn1 = str('sf1')
+        b[fn3][sfn1] = 1
+        assert_equal(b[fn3][sfn1], 1)
+        assert_raises(ValueError, b[fn3].__setitem__, fnn, 1)
+        assert_raises(ValueError, b[fn3].__getitem__, fnn)
+        # multiple subfields
+        fn2 = str('f2')
+        b[fn2] = 3
+
+        assert_equal(b[['f1', 'f2']][0].tolist(), (2, 3))
+        assert_equal(b[['f2', 'f1']][0].tolist(), (3, 2))
+        assert_equal(b[['f1', 'f3']][0].tolist(), (2, (1,)))
+
+        # non-ascii unicode field indexing is well behaved
+        assert_raises(ValueError, a.__setitem__, u'\u03e0', 1)
+        assert_raises(ValueError, a.__getitem__, u'\u03e0')
+
+    def test_record_hash(self):
+        a = np.array([(1, 2), (1, 2)], dtype='i1,i2')
+        a.flags.writeable = False
+        b = np.array([(1, 2), (3, 4)], dtype=[('num1', 'i1'), ('num2', 'i2')])
+        b.flags.writeable = False
+        c = np.array([(1, 2), (3, 4)], dtype='i1,i2')
+        c.flags.writeable = False
+        assert_(hash(a[0]) == hash(a[1]))
+        assert_(hash(a[0]) == hash(b[0]))
+        assert_(hash(a[0]) != hash(b[1]))
+        assert_(hash(c[0]) == hash(a[0]) and c[0] == a[0])
+
+    def test_record_no_hash(self):
+        a = np.array([(1, 2), (1, 2)], dtype='i1,i2')
+        assert_raises(TypeError, hash, a[0])
+
+    def test_empty_structure_creation(self):
+        # make sure these do not raise errors (gh-5631)
+        np.array([()], dtype={'names': [], 'formats': [],
+                           'offsets': [], 'itemsize': 12})
+        np.array([(), (), (), (), ()], dtype={'names': [], 'formats': [],
+                                           'offsets': [], 'itemsize': 12})
+
+    def test_multifield_indexing_view(self):
+        a = np.ones(3, dtype=[('a', 'i4'), ('b', 'f4'), ('c', 'u4')])
+        v = a[['a', 'c']]
+        assert_(v.base is a)
+        assert_(v.dtype == np.dtype({'names': ['a', 'c'],
+                                     'formats': ['i4', 'u4'],
+                                     'offsets': [0, 8]}))
+        v[:] = (4,5)
+        assert_equal(a[0].item(), (4, 1, 5))
+
+class TestView:
+    def test_basic(self):
+        x = np.array([(1, 2, 3, 4), (5, 6, 7, 8)],
+                     dtype=[('r', np.int8), ('g', np.int8),
+                            ('b', np.int8), ('a', np.int8)])
+        # We must be specific about the endianness here:
+        y = x.view(dtype='<i4')
+        # ... and again without the keyword.
+        z = x.view('<i4')
+        assert_array_equal(y, z)
+        assert_array_equal(y, [67305985, 134678021])
+
+
+def _mean(a, **args):
+    return a.mean(**args)
+
+
+def _var(a, **args):
+    return a.var(**args)
+
+
+def _std(a, **args):
+    return a.std(**args)
+
+
+class TestStats:
+
+    funcs = [_mean, _var, _std]
+
+    def setup(self):
+        np.random.seed(range(3))
+        self.rmat = np.random.random((4, 5))
+        self.cmat = self.rmat + 1j * self.rmat
+        self.omat = np.array([Decimal(repr(r)) for r in self.rmat.flat])
+        self.omat = self.omat.reshape(4, 5)
+
+    def test_python_type(self):
+        for x in (np.float16(1.), 1, 1., 1+0j):
+            assert_equal(np.mean([x]), 1.)
+            assert_equal(np.std([x]), 0.)
+            assert_equal(np.var([x]), 0.)
+
+    def test_keepdims(self):
+        mat = np.eye(3)
+        for f in self.funcs:
+            for axis in [0, 1]:
+                res = f(mat, axis=axis, keepdims=True)
+                assert_(res.ndim == mat.ndim)
+                assert_(res.shape[axis] == 1)
+            for axis in [None]:
+                res = f(mat, axis=axis, keepdims=True)
+                assert_(res.shape == (1, 1))
+
+    def test_out(self):
+        mat = np.eye(3)
+        for f in self.funcs:
+            out = np.zeros(3)
+            tgt = f(mat, axis=1)
+            res = f(mat, axis=1, out=out)
+            assert_almost_equal(res, out)
+            assert_almost_equal(res, tgt)
+        out = np.empty(2)
+        assert_raises(ValueError, f, mat, axis=1, out=out)
+        out = np.empty((2, 2))
+        assert_raises(ValueError, f, mat, axis=1, out=out)
+
+    def test_dtype_from_input(self):
+
+        icodes = np.typecodes['AllInteger']
+        fcodes = np.typecodes['AllFloat']
+
+        # object type
+        for f in self.funcs:
+            mat = np.array([[Decimal(1)]*3]*3)
+            tgt = mat.dtype.type
+            res = f(mat, axis=1).dtype.type
+            assert_(res is tgt)
+            # scalar case
+            res = type(f(mat, axis=None))
+            assert_(res is Decimal)
+
+        # integer types
+        for f in self.funcs:
+            for c in icodes:
+                mat = np.eye(3, dtype=c)
+                tgt = np.float64
+                res = f(mat, axis=1).dtype.type
+                assert_(res is tgt)
+                # scalar case
+                res = f(mat, axis=None).dtype.type
+                assert_(res is tgt)
+
+        # mean for float types
+        for f in [_mean]:
+            for c in fcodes:
+                mat = np.eye(3, dtype=c)
+                tgt = mat.dtype.type
+                res = f(mat, axis=1).dtype.type
+                assert_(res is tgt)
+                # scalar case
+                res = f(mat, axis=None).dtype.type
+                assert_(res is tgt)
+
+        # var, std for float types
+        for f in [_var, _std]:
+            for c in fcodes:
+                mat = np.eye(3, dtype=c)
+                # deal with complex types
+                tgt = mat.real.dtype.type
+                res = f(mat, axis=1).dtype.type
+                assert_(res is tgt)
+                # scalar case
+                res = f(mat, axis=None).dtype.type
+                assert_(res is tgt)
+
+    def test_dtype_from_dtype(self):
+        mat = np.eye(3)
+
+        # stats for integer types
+        # FIXME:
+        # this needs definition as there are lots places along the line
+        # where type casting may take place.
+
+        # for f in self.funcs:
+        #    for c in np.typecodes['AllInteger']:
+        #        tgt = np.dtype(c).type
+        #        res = f(mat, axis=1, dtype=c).dtype.type
+        #        assert_(res is tgt)
+        #        # scalar case
+        #        res = f(mat, axis=None, dtype=c).dtype.type
+        #        assert_(res is tgt)
+
+        # stats for float types
+        for f in self.funcs:
+            for c in np.typecodes['AllFloat']:
+                tgt = np.dtype(c).type
+                res = f(mat, axis=1, dtype=c).dtype.type
+                assert_(res is tgt)
+                # scalar case
+                res = f(mat, axis=None, dtype=c).dtype.type
+                assert_(res is tgt)
+
+    def test_ddof(self):
+        for f in [_var]:
+            for ddof in range(3):
+                dim = self.rmat.shape[1]
+                tgt = f(self.rmat, axis=1) * dim
+                res = f(self.rmat, axis=1, ddof=ddof) * (dim - ddof)
+        for f in [_std]:
+            for ddof in range(3):
+                dim = self.rmat.shape[1]
+                tgt = f(self.rmat, axis=1) * np.sqrt(dim)
+                res = f(self.rmat, axis=1, ddof=ddof) * np.sqrt(dim - ddof)
+                assert_almost_equal(res, tgt)
+                assert_almost_equal(res, tgt)
+
+    def test_ddof_too_big(self):
+        dim = self.rmat.shape[1]
+        for f in [_var, _std]:
+            for ddof in range(dim, dim + 2):
+                with warnings.catch_warnings(record=True) as w:
+                    warnings.simplefilter('always')
+                    res = f(self.rmat, axis=1, ddof=ddof)
+                    assert_(not (res < 0).any())
+                    assert_(len(w) > 0)
+                    assert_(issubclass(w[0].category, RuntimeWarning))
+
+    def test_empty(self):
+        A = np.zeros((0, 3))
+        for f in self.funcs:
+            for axis in [0, None]:
+                with warnings.catch_warnings(record=True) as w:
+                    warnings.simplefilter('always')
+                    assert_(np.isnan(f(A, axis=axis)).all())
+                    assert_(len(w) > 0)
+                    assert_(issubclass(w[0].category, RuntimeWarning))
+            for axis in [1]:
+                with warnings.catch_warnings(record=True) as w:
+                    warnings.simplefilter('always')
+                    assert_equal(f(A, axis=axis), np.zeros([]))
+
+    def test_mean_values(self):
+        for mat in [self.rmat, self.cmat, self.omat]:
+            for axis in [0, 1]:
+                tgt = mat.sum(axis=axis)
+                res = _mean(mat, axis=axis) * mat.shape[axis]
+                assert_almost_equal(res, tgt)
+            for axis in [None]:
+                tgt = mat.sum(axis=axis)
+                res = _mean(mat, axis=axis) * np.prod(mat.shape)
+                assert_almost_equal(res, tgt)
+
+    def test_mean_float16(self):
+        # This fail if the sum inside mean is done in float16 instead
+        # of float32.
+        assert_(_mean(np.ones(100000, dtype='float16')) == 1)
+
+    def test_mean_axis_error(self):
+        # Ensure that AxisError is raised instead of IndexError when axis is
+        # out of bounds, see gh-15817.
+        with assert_raises(np.core._exceptions.AxisError):
+            np.arange(10).mean(axis=2)
+
+    def test_mean_where(self):
+        a = np.arange(16).reshape((4, 4))
+        wh_full = np.array([[False, True, False, True],
+                            [True, False, True, False],
+                            [True, True, False, False],
+                            [False, False, True, True]])
+        wh_partial = np.array([[False],
+                               [True],
+                               [True],
+                               [False]])
+        _cases = [(1, True, [1.5, 5.5, 9.5, 13.5]),
+                  (0, wh_full, [6., 5., 10., 9.]),
+                  (1, wh_full, [2., 5., 8.5, 14.5]),
+                  (0, wh_partial, [6., 7., 8., 9.])]
+        for _ax, _wh, _res in _cases:
+            assert_allclose(a.mean(axis=_ax, where=_wh),
+                            np.array(_res))
+            assert_allclose(np.mean(a, axis=_ax, where=_wh),
+                            np.array(_res))
+
+        a3d = np.arange(16).reshape((2, 2, 4))
+        _wh_partial = np.array([False, True, True, False])
+        _res = [[1.5, 5.5], [9.5, 13.5]]
+        assert_allclose(a3d.mean(axis=2, where=_wh_partial),
+                        np.array(_res))
+        assert_allclose(np.mean(a3d, axis=2, where=_wh_partial),
+                        np.array(_res))
+
+        with pytest.warns(RuntimeWarning) as w:
+            assert_allclose(a.mean(axis=1, where=wh_partial),
+                            np.array([np.nan, 5.5, 9.5, np.nan]))
+        with pytest.warns(RuntimeWarning) as w:
+            assert_equal(a.mean(where=False), np.nan)
+        with pytest.warns(RuntimeWarning) as w:
+            assert_equal(np.mean(a, where=False), np.nan)
+
+    def test_var_values(self):
+        for mat in [self.rmat, self.cmat, self.omat]:
+            for axis in [0, 1, None]:
+                msqr = _mean(mat * mat.conj(), axis=axis)
+                mean = _mean(mat, axis=axis)
+                tgt = msqr - mean * mean.conjugate()
+                res = _var(mat, axis=axis)
+                assert_almost_equal(res, tgt)
+
+    @pytest.mark.parametrize(('complex_dtype', 'ndec'), (
+        ('complex64', 6),
+        ('complex128', 7),
+        ('clongdouble', 7),
+    ))
+    def test_var_complex_values(self, complex_dtype, ndec):
+        # Test fast-paths for every builtin complex type
+        for axis in [0, 1, None]:
+            mat = self.cmat.copy().astype(complex_dtype)
+            msqr = _mean(mat * mat.conj(), axis=axis)
+            mean = _mean(mat, axis=axis)
+            tgt = msqr - mean * mean.conjugate()
+            res = _var(mat, axis=axis)
+            assert_almost_equal(res, tgt, decimal=ndec)
+
+    def test_var_dimensions(self):
+        # _var paths for complex number introduce additions on views that
+        # increase dimensions. Ensure this generalizes to higher dims
+        mat = np.stack([self.cmat]*3)
+        for axis in [0, 1, 2, -1, None]:
+            msqr = _mean(mat * mat.conj(), axis=axis)
+            mean = _mean(mat, axis=axis)
+            tgt = msqr - mean * mean.conjugate()
+            res = _var(mat, axis=axis)
+            assert_almost_equal(res, tgt)
+
+    def test_var_complex_byteorder(self):
+        # Test that var fast-path does not cause failures for complex arrays
+        # with non-native byteorder
+        cmat = self.cmat.copy().astype('complex128')
+        cmat_swapped = cmat.astype(cmat.dtype.newbyteorder())
+        assert_almost_equal(cmat.var(), cmat_swapped.var())
+
+    def test_var_axis_error(self):
+        # Ensure that AxisError is raised instead of IndexError when axis is
+        # out of bounds, see gh-15817.
+        with assert_raises(np.core._exceptions.AxisError):
+            np.arange(10).var(axis=2)
+
+    def test_var_where(self):
+        a = np.arange(25).reshape((5, 5))
+        wh_full = np.array([[False, True, False, True, True],
+                            [True, False, True, True, False],
+                            [True, True, False, False, True],
+                            [False, True, True, False, True],
+                            [True, False, True, True, False]])
+        wh_partial = np.array([[False],
+                               [True],
+                               [True],
+                               [False],
+                               [True]])
+        _cases = [(0, True, [50., 50., 50., 50., 50.]),
+                  (1, True, [2., 2., 2., 2., 2.])]
+        for _ax, _wh, _res in _cases:
+            assert_allclose(a.var(axis=_ax, where=_wh),
+                            np.array(_res))
+            assert_allclose(np.var(a, axis=_ax, where=_wh),
+                            np.array(_res))
+
+        a3d = np.arange(16).reshape((2, 2, 4))
+        _wh_partial = np.array([False, True, True, False])
+        _res = [[0.25, 0.25], [0.25, 0.25]]
+        assert_allclose(a3d.var(axis=2, where=_wh_partial),
+                        np.array(_res))
+        assert_allclose(np.var(a3d, axis=2, where=_wh_partial),
+                        np.array(_res))
+
+        assert_allclose(np.var(a, axis=1, where=wh_full),
+                        np.var(a[wh_full].reshape((5, 3)), axis=1))
+        assert_allclose(np.var(a, axis=0, where=wh_partial),
+                        np.var(a[wh_partial[:,0]], axis=0))
+        with pytest.warns(RuntimeWarning) as w:
+            assert_equal(a.var(where=False), np.nan)
+        with pytest.warns(RuntimeWarning) as w:
+            assert_equal(np.var(a, where=False), np.nan)
+
+    def test_std_values(self):
+        for mat in [self.rmat, self.cmat, self.omat]:
+            for axis in [0, 1, None]:
+                tgt = np.sqrt(_var(mat, axis=axis))
+                res = _std(mat, axis=axis)
+                assert_almost_equal(res, tgt)
+
+    def test_std_where(self):
+        a = np.arange(25).reshape((5,5))[::-1]
+        whf = np.array([[False, True, False, True, True],
+                        [True, False, True, False, True],
+                        [True, True, False, True, False],
+                        [True, False, True, True, False],
+                        [False, True, False, True, True]])
+        whp = np.array([[False],
+                        [False],
+                        [True],
+                        [True],
+                        [False]])
+        _cases = [
+            (0, True, 7.07106781*np.ones((5))),
+            (1, True, 1.41421356*np.ones((5))),
+            (0, whf,
+             np.array([4.0824829 , 8.16496581, 5., 7.39509973, 8.49836586])),
+            (0, whp, 2.5*np.ones((5)))
+        ]
+        for _ax, _wh, _res in _cases:
+            assert_allclose(a.std(axis=_ax, where=_wh), _res)
+            assert_allclose(np.std(a, axis=_ax, where=_wh), _res)
+
+        a3d = np.arange(16).reshape((2, 2, 4))
+        _wh_partial = np.array([False, True, True, False])
+        _res = [[0.5, 0.5], [0.5, 0.5]]
+        assert_allclose(a3d.std(axis=2, where=_wh_partial),
+                        np.array(_res))
+        assert_allclose(np.std(a3d, axis=2, where=_wh_partial),
+                        np.array(_res))
+
+        assert_allclose(a.std(axis=1, where=whf),
+                        np.std(a[whf].reshape((5,3)), axis=1))
+        assert_allclose(np.std(a, axis=1, where=whf),
+                        (a[whf].reshape((5,3))).std(axis=1))
+        assert_allclose(a.std(axis=0, where=whp),
+                        np.std(a[whp[:,0]], axis=0))
+        assert_allclose(np.std(a, axis=0, where=whp),
+                        (a[whp[:,0]]).std(axis=0))
+        with pytest.warns(RuntimeWarning) as w:
+            assert_equal(a.std(where=False), np.nan)
+        with pytest.warns(RuntimeWarning) as w:
+            assert_equal(np.std(a, where=False), np.nan)
+
+    def test_subclass(self):
+        class TestArray(np.ndarray):
+            def __new__(cls, data, info):
+                result = np.array(data)
+                result = result.view(cls)
+                result.info = info
+                return result
+
+            def __array_finalize__(self, obj):
+                self.info = getattr(obj, "info", '')
+
+        dat = TestArray([[1, 2, 3, 4], [5, 6, 7, 8]], 'jubba')
+        res = dat.mean(1)
+        assert_(res.info == dat.info)
+        res = dat.std(1)
+        assert_(res.info == dat.info)
+        res = dat.var(1)
+        assert_(res.info == dat.info)
+
+
+class TestVdot:
+    def test_basic(self):
+        dt_numeric = np.typecodes['AllFloat'] + np.typecodes['AllInteger']
+        dt_complex = np.typecodes['Complex']
+
+        # test real
+        a = np.eye(3)
+        for dt in dt_numeric + 'O':
+            b = a.astype(dt)
+            res = np.vdot(b, b)
+            assert_(np.isscalar(res))
+            assert_equal(np.vdot(b, b), 3)
+
+        # test complex
+        a = np.eye(3) * 1j
+        for dt in dt_complex + 'O':
+            b = a.astype(dt)
+            res = np.vdot(b, b)
+            assert_(np.isscalar(res))
+            assert_equal(np.vdot(b, b), 3)
+
+        # test boolean
+        b = np.eye(3, dtype=bool)
+        res = np.vdot(b, b)
+        assert_(np.isscalar(res))
+        assert_equal(np.vdot(b, b), True)
+
+    def test_vdot_array_order(self):
+        a = np.array([[1, 2], [3, 4]], order='C')
+        b = np.array([[1, 2], [3, 4]], order='F')
+        res = np.vdot(a, a)
+
+        # integer arrays are exact
+        assert_equal(np.vdot(a, b), res)
+        assert_equal(np.vdot(b, a), res)
+        assert_equal(np.vdot(b, b), res)
+
+    def test_vdot_uncontiguous(self):
+        for size in [2, 1000]:
+            # Different sizes match different branches in vdot.
+            a = np.zeros((size, 2, 2))
+            b = np.zeros((size, 2, 2))
+            a[:, 0, 0] = np.arange(size)
+            b[:, 0, 0] = np.arange(size) + 1
+            # Make a and b uncontiguous:
+            a = a[..., 0]
+            b = b[..., 0]
+
+            assert_equal(np.vdot(a, b),
+                         np.vdot(a.flatten(), b.flatten()))
+            assert_equal(np.vdot(a, b.copy()),
+                         np.vdot(a.flatten(), b.flatten()))
+            assert_equal(np.vdot(a.copy(), b),
+                         np.vdot(a.flatten(), b.flatten()))
+            assert_equal(np.vdot(a.copy('F'), b),
+                         np.vdot(a.flatten(), b.flatten()))
+            assert_equal(np.vdot(a, b.copy('F')),
+                         np.vdot(a.flatten(), b.flatten()))
+
+
+class TestDot:
+    def setup(self):
+        np.random.seed(128)
+        self.A = np.random.rand(4, 2)
+        self.b1 = np.random.rand(2, 1)
+        self.b2 = np.random.rand(2)
+        self.b3 = np.random.rand(1, 2)
+        self.b4 = np.random.rand(4)
+        self.N = 7
+
+    def test_dotmatmat(self):
+        A = self.A
+        res = np.dot(A.transpose(), A)
+        tgt = np.array([[1.45046013, 0.86323640],
+                        [0.86323640, 0.84934569]])
+        assert_almost_equal(res, tgt, decimal=self.N)
+
+    def test_dotmatvec(self):
+        A, b1 = self.A, self.b1
+        res = np.dot(A, b1)
+        tgt = np.array([[0.32114320], [0.04889721],
+                        [0.15696029], [0.33612621]])
+        assert_almost_equal(res, tgt, decimal=self.N)
+
+    def test_dotmatvec2(self):
+        A, b2 = self.A, self.b2
+        res = np.dot(A, b2)
+        tgt = np.array([0.29677940, 0.04518649, 0.14468333, 0.31039293])
+        assert_almost_equal(res, tgt, decimal=self.N)
+
+    def test_dotvecmat(self):
+        A, b4 = self.A, self.b4
+        res = np.dot(b4, A)
+        tgt = np.array([1.23495091, 1.12222648])
+        assert_almost_equal(res, tgt, decimal=self.N)
+
+    def test_dotvecmat2(self):
+        b3, A = self.b3, self.A
+        res = np.dot(b3, A.transpose())
+        tgt = np.array([[0.58793804, 0.08957460, 0.30605758, 0.62716383]])
+        assert_almost_equal(res, tgt, decimal=self.N)
+
+    def test_dotvecmat3(self):
+        A, b4 = self.A, self.b4
+        res = np.dot(A.transpose(), b4)
+        tgt = np.array([1.23495091, 1.12222648])
+        assert_almost_equal(res, tgt, decimal=self.N)
+
+    def test_dotvecvecouter(self):
+        b1, b3 = self.b1, self.b3
+        res = np.dot(b1, b3)
+        tgt = np.array([[0.20128610, 0.08400440], [0.07190947, 0.03001058]])
+        assert_almost_equal(res, tgt, decimal=self.N)
+
+    def test_dotvecvecinner(self):
+        b1, b3 = self.b1, self.b3
+        res = np.dot(b3, b1)
+        tgt = np.array([[ 0.23129668]])
+        assert_almost_equal(res, tgt, decimal=self.N)
+
+    def test_dotcolumnvect1(self):
+        b1 = np.ones((3, 1))
+        b2 = [5.3]
+        res = np.dot(b1, b2)
+        tgt = np.array([5.3, 5.3, 5.3])
+        assert_almost_equal(res, tgt, decimal=self.N)
+
+    def test_dotcolumnvect2(self):
+        b1 = np.ones((3, 1)).transpose()
+        b2 = [6.2]
+        res = np.dot(b2, b1)
+        tgt = np.array([6.2, 6.2, 6.2])
+        assert_almost_equal(res, tgt, decimal=self.N)
+
+    def test_dotvecscalar(self):
+        np.random.seed(100)
+        b1 = np.random.rand(1, 1)
+        b2 = np.random.rand(1, 4)
+        res = np.dot(b1, b2)
+        tgt = np.array([[0.15126730, 0.23068496, 0.45905553, 0.00256425]])
+        assert_almost_equal(res, tgt, decimal=self.N)
+
+    def test_dotvecscalar2(self):
+        np.random.seed(100)
+        b1 = np.random.rand(4, 1)
+        b2 = np.random.rand(1, 1)
+        res = np.dot(b1, b2)
+        tgt = np.array([[0.00256425],[0.00131359],[0.00200324],[ 0.00398638]])
+        assert_almost_equal(res, tgt, decimal=self.N)
+
+    def test_all(self):
+        dims = [(), (1,), (1, 1)]
+        dout = [(), (1,), (1, 1), (1,), (), (1,), (1, 1), (1,), (1, 1)]
+        for dim, (dim1, dim2) in zip(dout, itertools.product(dims, dims)):
+            b1 = np.zeros(dim1)
+            b2 = np.zeros(dim2)
+            res = np.dot(b1, b2)
+            tgt = np.zeros(dim)
+            assert_(res.shape == tgt.shape)
+            assert_almost_equal(res, tgt, decimal=self.N)
+
+    def test_vecobject(self):
+        class Vec:
+            def __init__(self, sequence=None):
+                if sequence is None:
+                    sequence = []
+                self.array = np.array(sequence)
+
+            def __add__(self, other):
+                out = Vec()
+                out.array = self.array + other.array
+                return out
+
+            def __sub__(self, other):
+                out = Vec()
+                out.array = self.array - other.array
+                return out
+
+            def __mul__(self, other):  # with scalar
+                out = Vec(self.array.copy())
+                out.array *= other
+                return out
+
+            def __rmul__(self, other):
+                return self*other
+
+        U_non_cont = np.transpose([[1., 1.], [1., 2.]])
+        U_cont = np.ascontiguousarray(U_non_cont)
+        x = np.array([Vec([1., 0.]), Vec([0., 1.])])
+        zeros = np.array([Vec([0., 0.]), Vec([0., 0.])])
+        zeros_test = np.dot(U_cont, x) - np.dot(U_non_cont, x)
+        assert_equal(zeros[0].array, zeros_test[0].array)
+        assert_equal(zeros[1].array, zeros_test[1].array)
+
+    def test_dot_2args(self):
+        from numpy.core.multiarray import dot
+
+        a = np.array([[1, 2], [3, 4]], dtype=float)
+        b = np.array([[1, 0], [1, 1]], dtype=float)
+        c = np.array([[3, 2], [7, 4]], dtype=float)
+
+        d = dot(a, b)
+        assert_allclose(c, d)
+
+    def test_dot_3args(self):
+        from numpy.core.multiarray import dot
+
+        np.random.seed(22)
+        f = np.random.random_sample((1024, 16))
+        v = np.random.random_sample((16, 32))
+
+        r = np.empty((1024, 32))
+        for i in range(12):
+            dot(f, v, r)
+        if HAS_REFCOUNT:
+            assert_equal(sys.getrefcount(r), 2)
+        r2 = dot(f, v, out=None)
+        assert_array_equal(r2, r)
+        assert_(r is dot(f, v, out=r))
+
+        v = v[:, 0].copy()  # v.shape == (16,)
+        r = r[:, 0].copy()  # r.shape == (1024,)
+        r2 = dot(f, v)
+        assert_(r is dot(f, v, r))
+        assert_array_equal(r2, r)
+
+    def test_dot_3args_errors(self):
+        from numpy.core.multiarray import dot
+
+        np.random.seed(22)
+        f = np.random.random_sample((1024, 16))
+        v = np.random.random_sample((16, 32))
+
+        r = np.empty((1024, 31))
+        assert_raises(ValueError, dot, f, v, r)
+
+        r = np.empty((1024,))
+        assert_raises(ValueError, dot, f, v, r)
+
+        r = np.empty((32,))
+        assert_raises(ValueError, dot, f, v, r)
+
+        r = np.empty((32, 1024))
+        assert_raises(ValueError, dot, f, v, r)
+        assert_raises(ValueError, dot, f, v, r.T)
+
+        r = np.empty((1024, 64))
+        assert_raises(ValueError, dot, f, v, r[:, ::2])
+        assert_raises(ValueError, dot, f, v, r[:, :32])
+
+        r = np.empty((1024, 32), dtype=np.float32)
+        assert_raises(ValueError, dot, f, v, r)
+
+        r = np.empty((1024, 32), dtype=int)
+        assert_raises(ValueError, dot, f, v, r)
+
+    def test_dot_array_order(self):
+        a = np.array([[1, 2], [3, 4]], order='C')
+        b = np.array([[1, 2], [3, 4]], order='F')
+        res = np.dot(a, a)
+
+        # integer arrays are exact
+        assert_equal(np.dot(a, b), res)
+        assert_equal(np.dot(b, a), res)
+        assert_equal(np.dot(b, b), res)
+
+    def test_accelerate_framework_sgemv_fix(self):
+
+        def aligned_array(shape, align, dtype, order='C'):
+            d = dtype(0)
+            N = np.prod(shape)
+            tmp = np.zeros(N * d.nbytes + align, dtype=np.uint8)
+            address = tmp.__array_interface__["data"][0]
+            for offset in range(align):
+                if (address + offset) % align == 0:
+                    break
+            tmp = tmp[offset:offset+N*d.nbytes].view(dtype=dtype)
+            return tmp.reshape(shape, order=order)
+
+        def as_aligned(arr, align, dtype, order='C'):
+            aligned = aligned_array(arr.shape, align, dtype, order)
+            aligned[:] = arr[:]
+            return aligned
+
+        def assert_dot_close(A, X, desired):
+            assert_allclose(np.dot(A, X), desired, rtol=1e-5, atol=1e-7)
+
+        m = aligned_array(100, 15, np.float32)
+        s = aligned_array((100, 100), 15, np.float32)
+        np.dot(s, m)  # this will always segfault if the bug is present
+
+        testdata = itertools.product((15, 32), (10000,), (200, 89), ('C', 'F'))
+        for align, m, n, a_order in testdata:
+            # Calculation in double precision
+            A_d = np.random.rand(m, n)
+            X_d = np.random.rand(n)
+            desired = np.dot(A_d, X_d)
+            # Calculation with aligned single precision
+            A_f = as_aligned(A_d, align, np.float32, order=a_order)
+            X_f = as_aligned(X_d, align, np.float32)
+            assert_dot_close(A_f, X_f, desired)
+            # Strided A rows
+            A_d_2 = A_d[::2]
+            desired = np.dot(A_d_2, X_d)
+            A_f_2 = A_f[::2]
+            assert_dot_close(A_f_2, X_f, desired)
+            # Strided A columns, strided X vector
+            A_d_22 = A_d_2[:, ::2]
+            X_d_2 = X_d[::2]
+            desired = np.dot(A_d_22, X_d_2)
+            A_f_22 = A_f_2[:, ::2]
+            X_f_2 = X_f[::2]
+            assert_dot_close(A_f_22, X_f_2, desired)
+            # Check the strides are as expected
+            if a_order == 'F':
+                assert_equal(A_f_22.strides, (8, 8 * m))
+            else:
+                assert_equal(A_f_22.strides, (8 * n, 8))
+            assert_equal(X_f_2.strides, (8,))
+            # Strides in A rows + cols only
+            X_f_2c = as_aligned(X_f_2, align, np.float32)
+            assert_dot_close(A_f_22, X_f_2c, desired)
+            # Strides just in A cols
+            A_d_12 = A_d[:, ::2]
+            desired = np.dot(A_d_12, X_d_2)
+            A_f_12 = A_f[:, ::2]
+            assert_dot_close(A_f_12, X_f_2c, desired)
+            # Strides in A cols and X
+            assert_dot_close(A_f_12, X_f_2, desired)
+
+
+
+class MatmulCommon:
+    """Common tests for '@' operator and numpy.matmul.
+
+    """
+    # Should work with these types. Will want to add
+    # "O" at some point
+    types = "?bhilqBHILQefdgFDGO"
+
+    def test_exceptions(self):
+        dims = [
+            ((1,), (2,)),            # mismatched vector vector
+            ((2, 1,), (2,)),         # mismatched matrix vector
+            ((2,), (1, 2)),          # mismatched vector matrix
+            ((1, 2), (3, 1)),        # mismatched matrix matrix
+            ((1,), ()),              # vector scalar
+            ((), (1)),               # scalar vector
+            ((1, 1), ()),            # matrix scalar
+            ((), (1, 1)),            # scalar matrix
+            ((2, 2, 1), (3, 1, 2)),  # cannot broadcast
+            ]
+
+        for dt, (dm1, dm2) in itertools.product(self.types, dims):
+            a = np.ones(dm1, dtype=dt)
+            b = np.ones(dm2, dtype=dt)
+            assert_raises(ValueError, self.matmul, a, b)
+
+    def test_shapes(self):
+        dims = [
+            ((1, 1), (2, 1, 1)),     # broadcast first argument
+            ((2, 1, 1), (1, 1)),     # broadcast second argument
+            ((2, 1, 1), (2, 1, 1)),  # matrix stack sizes match
+            ]
+
+        for dt, (dm1, dm2) in itertools.product(self.types, dims):
+            a = np.ones(dm1, dtype=dt)
+            b = np.ones(dm2, dtype=dt)
+            res = self.matmul(a, b)
+            assert_(res.shape == (2, 1, 1))
+
+        # vector vector returns scalars.
+        for dt in self.types:
+            a = np.ones((2,), dtype=dt)
+            b = np.ones((2,), dtype=dt)
+            c = self.matmul(a, b)
+            assert_(np.array(c).shape == ())
+
+    def test_result_types(self):
+        mat = np.ones((1,1))
+        vec = np.ones((1,))
+        for dt in self.types:
+            m = mat.astype(dt)
+            v = vec.astype(dt)
+            for arg in [(m, v), (v, m), (m, m)]:
+                res = self.matmul(*arg)
+                assert_(res.dtype == dt)
+
+            # vector vector returns scalars
+            if dt != "O":
+                res = self.matmul(v, v)
+                assert_(type(res) is np.dtype(dt).type)
+
+    def test_scalar_output(self):
+        vec1 = np.array([2])
+        vec2 = np.array([3, 4]).reshape(1, -1)
+        tgt = np.array([6, 8])
+        for dt in self.types[1:]:
+            v1 = vec1.astype(dt)
+            v2 = vec2.astype(dt)
+            res = self.matmul(v1, v2)
+            assert_equal(res, tgt)
+            res = self.matmul(v2.T, v1)
+            assert_equal(res, tgt)
+
+        # boolean type
+        vec = np.array([True, True], dtype='?').reshape(1, -1)
+        res = self.matmul(vec[:, 0], vec)
+        assert_equal(res, True)
+
+    def test_vector_vector_values(self):
+        vec1 = np.array([1, 2])
+        vec2 = np.array([3, 4]).reshape(-1, 1)
+        tgt1 = np.array([11])
+        tgt2 = np.array([[3, 6], [4, 8]])
+        for dt in self.types[1:]:
+            v1 = vec1.astype(dt)
+            v2 = vec2.astype(dt)
+            res = self.matmul(v1, v2)
+            assert_equal(res, tgt1)
+            # no broadcast, we must make v1 into a 2d ndarray
+            res = self.matmul(v2, v1.reshape(1, -1))
+            assert_equal(res, tgt2)
+
+        # boolean type
+        vec = np.array([True, True], dtype='?')
+        res = self.matmul(vec, vec)
+        assert_equal(res, True)
+
+    def test_vector_matrix_values(self):
+        vec = np.array([1, 2])
+        mat1 = np.array([[1, 2], [3, 4]])
+        mat2 = np.stack([mat1]*2, axis=0)
+        tgt1 = np.array([7, 10])
+        tgt2 = np.stack([tgt1]*2, axis=0)
+        for dt in self.types[1:]:
+            v = vec.astype(dt)
+            m1 = mat1.astype(dt)
+            m2 = mat2.astype(dt)
+            res = self.matmul(v, m1)
+            assert_equal(res, tgt1)
+            res = self.matmul(v, m2)
+            assert_equal(res, tgt2)
+
+        # boolean type
+        vec = np.array([True, False])
+        mat1 = np.array([[True, False], [False, True]])
+        mat2 = np.stack([mat1]*2, axis=0)
+        tgt1 = np.array([True, False])
+        tgt2 = np.stack([tgt1]*2, axis=0)
+
+        res = self.matmul(vec, mat1)
+        assert_equal(res, tgt1)
+        res = self.matmul(vec, mat2)
+        assert_equal(res, tgt2)
+
+    def test_matrix_vector_values(self):
+        vec = np.array([1, 2])
+        mat1 = np.array([[1, 2], [3, 4]])
+        mat2 = np.stack([mat1]*2, axis=0)
+        tgt1 = np.array([5, 11])
+        tgt2 = np.stack([tgt1]*2, axis=0)
+        for dt in self.types[1:]:
+            v = vec.astype(dt)
+            m1 = mat1.astype(dt)
+            m2 = mat2.astype(dt)
+            res = self.matmul(m1, v)
+            assert_equal(res, tgt1)
+            res = self.matmul(m2, v)
+            assert_equal(res, tgt2)
+
+        # boolean type
+        vec = np.array([True, False])
+        mat1 = np.array([[True, False], [False, True]])
+        mat2 = np.stack([mat1]*2, axis=0)
+        tgt1 = np.array([True, False])
+        tgt2 = np.stack([tgt1]*2, axis=0)
+
+        res = self.matmul(vec, mat1)
+        assert_equal(res, tgt1)
+        res = self.matmul(vec, mat2)
+        assert_equal(res, tgt2)
+
+    def test_matrix_matrix_values(self):
+        mat1 = np.array([[1, 2], [3, 4]])
+        mat2 = np.array([[1, 0], [1, 1]])
+        mat12 = np.stack([mat1, mat2], axis=0)
+        mat21 = np.stack([mat2, mat1], axis=0)
+        tgt11 = np.array([[7, 10], [15, 22]])
+        tgt12 = np.array([[3, 2], [7, 4]])
+        tgt21 = np.array([[1, 2], [4, 6]])
+        tgt12_21 = np.stack([tgt12, tgt21], axis=0)
+        tgt11_12 = np.stack((tgt11, tgt12), axis=0)
+        tgt11_21 = np.stack((tgt11, tgt21), axis=0)
+        for dt in self.types[1:]:
+            m1 = mat1.astype(dt)
+            m2 = mat2.astype(dt)
+            m12 = mat12.astype(dt)
+            m21 = mat21.astype(dt)
+
+            # matrix @ matrix
+            res = self.matmul(m1, m2)
+            assert_equal(res, tgt12)
+            res = self.matmul(m2, m1)
+            assert_equal(res, tgt21)
+
+            # stacked @ matrix
+            res = self.matmul(m12, m1)
+            assert_equal(res, tgt11_21)
+
+            # matrix @ stacked
+            res = self.matmul(m1, m12)
+            assert_equal(res, tgt11_12)
+
+            # stacked @ stacked
+            res = self.matmul(m12, m21)
+            assert_equal(res, tgt12_21)
+
+        # boolean type
+        m1 = np.array([[1, 1], [0, 0]], dtype=np.bool_)
+        m2 = np.array([[1, 0], [1, 1]], dtype=np.bool_)
+        m12 = np.stack([m1, m2], axis=0)
+        m21 = np.stack([m2, m1], axis=0)
+        tgt11 = m1
+        tgt12 = m1
+        tgt21 = np.array([[1, 1], [1, 1]], dtype=np.bool_)
+        tgt12_21 = np.stack([tgt12, tgt21], axis=0)
+        tgt11_12 = np.stack((tgt11, tgt12), axis=0)
+        tgt11_21 = np.stack((tgt11, tgt21), axis=0)
+
+        # matrix @ matrix
+        res = self.matmul(m1, m2)
+        assert_equal(res, tgt12)
+        res = self.matmul(m2, m1)
+        assert_equal(res, tgt21)
+
+        # stacked @ matrix
+        res = self.matmul(m12, m1)
+        assert_equal(res, tgt11_21)
+
+        # matrix @ stacked
+        res = self.matmul(m1, m12)
+        assert_equal(res, tgt11_12)
+
+        # stacked @ stacked
+        res = self.matmul(m12, m21)
+        assert_equal(res, tgt12_21)
+
+
+class TestMatmul(MatmulCommon):
+    matmul = np.matmul
+
+    def test_out_arg(self):
+        a = np.ones((5, 2), dtype=float)
+        b = np.array([[1, 3], [5, 7]], dtype=float)
+        tgt = np.dot(a, b)
+
+        # test as positional argument
+        msg = "out positional argument"
+        out = np.zeros((5, 2), dtype=float)
+        self.matmul(a, b, out)
+        assert_array_equal(out, tgt, err_msg=msg)
+
+        # test as keyword argument
+        msg = "out keyword argument"
+        out = np.zeros((5, 2), dtype=float)
+        self.matmul(a, b, out=out)
+        assert_array_equal(out, tgt, err_msg=msg)
+
+        # test out with not allowed type cast (safe casting)
+        msg = "Cannot cast ufunc .* output"
+        out = np.zeros((5, 2), dtype=np.int32)
+        assert_raises_regex(TypeError, msg, self.matmul, a, b, out=out)
+
+        # test out with type upcast to complex
+        out = np.zeros((5, 2), dtype=np.complex128)
+        c = self.matmul(a, b, out=out)
+        assert_(c is out)
+        with suppress_warnings() as sup:
+            sup.filter(np.ComplexWarning, '')
+            c = c.astype(tgt.dtype)
+        assert_array_equal(c, tgt)
+
+    def test_empty_out(self):
+        # Check that the output cannot be broadcast, so that it cannot be
+        # size zero when the outer dimensions (iterator size) has size zero.
+        arr = np.ones((0, 1, 1))
+        out = np.ones((1, 1, 1))
+        assert self.matmul(arr, arr).shape == (0, 1, 1)
+
+        with pytest.raises(ValueError, match=r"non-broadcastable"):
+            self.matmul(arr, arr, out=out)
+
+    def test_out_contiguous(self):
+        a = np.ones((5, 2), dtype=float)
+        b = np.array([[1, 3], [5, 7]], dtype=float)
+        v = np.array([1, 3], dtype=float)
+        tgt = np.dot(a, b)
+        tgt_mv = np.dot(a, v)
+
+        # test out non-contiguous
+        out = np.ones((5, 2, 2), dtype=float)
+        c = self.matmul(a, b, out=out[..., 0])
+        assert c.base is out
+        assert_array_equal(c, tgt)
+        c = self.matmul(a, v, out=out[:, 0, 0])
+        assert_array_equal(c, tgt_mv)
+        c = self.matmul(v, a.T, out=out[:, 0, 0])
+        assert_array_equal(c, tgt_mv)
+
+        # test out contiguous in only last dim
+        out = np.ones((10, 2), dtype=float)
+        c = self.matmul(a, b, out=out[::2, :])
+        assert_array_equal(c, tgt)
+
+        # test transposes of out, args
+        out = np.ones((5, 2), dtype=float)
+        c = self.matmul(b.T, a.T, out=out.T)
+        assert_array_equal(out, tgt)
+
+    m1 = np.arange(15.).reshape(5, 3)
+    m2 = np.arange(21.).reshape(3, 7)
+    m3 = np.arange(30.).reshape(5, 6)[:, ::2]  # non-contiguous
+    vc = np.arange(10.)
+    vr = np.arange(6.)
+    m0 = np.zeros((3, 0))
+    @pytest.mark.parametrize('args', (
+            # matrix-matrix
+            (m1, m2), (m2.T, m1.T), (m2.T.copy(), m1.T), (m2.T, m1.T.copy()),
+            # matrix-matrix-transpose, contiguous and non
+            (m1, m1.T), (m1.T, m1), (m1, m3.T), (m3, m1.T),
+            (m3, m3.T), (m3.T, m3),
+            # matrix-matrix non-contiguous
+            (m3, m2), (m2.T, m3.T), (m2.T.copy(), m3.T),
+            # vector-matrix, matrix-vector, contiguous
+            (m1, vr[:3]), (vc[:5], m1), (m1.T, vc[:5]), (vr[:3], m1.T),
+            # vector-matrix, matrix-vector, vector non-contiguous
+            (m1, vr[::2]), (vc[::2], m1), (m1.T, vc[::2]), (vr[::2], m1.T),
+            # vector-matrix, matrix-vector, matrix non-contiguous
+            (m3, vr[:3]), (vc[:5], m3), (m3.T, vc[:5]), (vr[:3], m3.T),
+            # vector-matrix, matrix-vector, both non-contiguous
+            (m3, vr[::2]), (vc[::2], m3), (m3.T, vc[::2]), (vr[::2], m3.T),
+            # size == 0
+            (m0, m0.T), (m0.T, m0), (m1, m0), (m0.T, m1.T),
+        ))
+    def test_dot_equivalent(self, args):
+        r1 = np.matmul(*args)
+        r2 = np.dot(*args)
+        assert_equal(r1, r2)
+
+        r3 = np.matmul(args[0].copy(), args[1].copy())
+        assert_equal(r1, r3)
+
+    def test_matmul_object(self):
+        import fractions
+
+        f = np.vectorize(fractions.Fraction)
+        def random_ints():
+            return np.random.randint(1, 1000, size=(10, 3, 3))
+        M1 = f(random_ints(), random_ints())
+        M2 = f(random_ints(), random_ints())
+
+        M3 = self.matmul(M1, M2)
+
+        [N1, N2, N3] = [a.astype(float) for a in [M1, M2, M3]]
+
+        assert_allclose(N3, self.matmul(N1, N2))
+
+    def test_matmul_object_type_scalar(self):
+        from fractions import Fraction as F
+        v = np.array([F(2,3), F(5,7)])
+        res = self.matmul(v, v)
+        assert_(type(res) is F)
+
+    def test_matmul_empty(self):
+        a = np.empty((3, 0), dtype=object)
+        b = np.empty((0, 3), dtype=object)
+        c = np.zeros((3, 3))
+        assert_array_equal(np.matmul(a, b), c)
+
+    def test_matmul_exception_multiply(self):
+        # test that matmul fails if `__mul__` is missing
+        class add_not_multiply():
+            def __add__(self, other):
+                return self
+        a = np.full((3,3), add_not_multiply())
+        with assert_raises(TypeError):
+            b = np.matmul(a, a)
+
+    def test_matmul_exception_add(self):
+        # test that matmul fails if `__add__` is missing
+        class multiply_not_add():
+            def __mul__(self, other):
+                return self
+        a = np.full((3,3), multiply_not_add())
+        with assert_raises(TypeError):
+            b = np.matmul(a, a)
+
+    def test_matmul_bool(self):
+        # gh-14439
+        a = np.array([[1, 0],[1, 1]], dtype=bool)
+        assert np.max(a.view(np.uint8)) == 1
+        b = np.matmul(a, a)
+        # matmul with boolean output should always be 0, 1
+        assert np.max(b.view(np.uint8)) == 1
+
+        rg = np.random.default_rng(np.random.PCG64(43))
+        d = rg.integers(2, size=4*5, dtype=np.int8)
+        d = d.reshape(4, 5) > 0
+        out1 = np.matmul(d, d.reshape(5, 4))
+        out2 = np.dot(d, d.reshape(5, 4))
+        assert_equal(out1, out2)
+
+        c = np.matmul(np.zeros((2, 0), dtype=bool), np.zeros(0, dtype=bool))
+        assert not np.any(c)
+
+
+class TestMatmulOperator(MatmulCommon):
+    import operator
+    matmul = operator.matmul
+
+    def test_array_priority_override(self):
+
+        class A:
+            __array_priority__ = 1000
+
+            def __matmul__(self, other):
+                return "A"
+
+            def __rmatmul__(self, other):
+                return "A"
+
+        a = A()
+        b = np.ones(2)
+        assert_equal(self.matmul(a, b), "A")
+        assert_equal(self.matmul(b, a), "A")
+
+    def test_matmul_raises(self):
+        assert_raises(TypeError, self.matmul, np.int8(5), np.int8(5))
+        assert_raises(TypeError, self.matmul, np.void(b'abc'), np.void(b'abc'))
+        assert_raises(TypeError, self.matmul, np.arange(10), np.void(b'abc'))
+
+def test_matmul_inplace():
+    # It would be nice to support in-place matmul eventually, but for now
+    # we don't have a working implementation, so better just to error out
+    # and nudge people to writing "a = a @ b".
+    a = np.eye(3)
+    b = np.eye(3)
+    assert_raises(TypeError, a.__imatmul__, b)
+    import operator
+    assert_raises(TypeError, operator.imatmul, a, b)
+    assert_raises(TypeError, exec, "a @= b", globals(), locals())
+
+def test_matmul_axes():
+    a = np.arange(3*4*5).reshape(3, 4, 5)
+    c = np.matmul(a, a, axes=[(-2, -1), (-1, -2), (1, 2)])
+    assert c.shape == (3, 4, 4)
+    d = np.matmul(a, a, axes=[(-2, -1), (-1, -2), (0, 1)])
+    assert d.shape == (4, 4, 3)
+    e = np.swapaxes(d, 0, 2)
+    assert_array_equal(e, c)
+    f = np.matmul(a, np.arange(3), axes=[(1, 0), (0), (0)])
+    assert f.shape == (4, 5)
+
+
+class TestInner:
+
+    def test_inner_type_mismatch(self):
+        c = 1.
+        A = np.array((1,1), dtype='i,i')
+
+        assert_raises(TypeError, np.inner, c, A)
+        assert_raises(TypeError, np.inner, A, c)
+
+    def test_inner_scalar_and_vector(self):
+        for dt in np.typecodes['AllInteger'] + np.typecodes['AllFloat'] + '?':
+            sca = np.array(3, dtype=dt)[()]
+            vec = np.array([1, 2], dtype=dt)
+            desired = np.array([3, 6], dtype=dt)
+            assert_equal(np.inner(vec, sca), desired)
+            assert_equal(np.inner(sca, vec), desired)
+
+    def test_vecself(self):
+        # Ticket 844.
+        # Inner product of a vector with itself segfaults or give
+        # meaningless result
+        a = np.zeros(shape=(1, 80), dtype=np.float64)
+        p = np.inner(a, a)
+        assert_almost_equal(p, 0, decimal=14)
+
+    def test_inner_product_with_various_contiguities(self):
+        # github issue 6532
+        for dt in np.typecodes['AllInteger'] + np.typecodes['AllFloat'] + '?':
+            # check an inner product involving a matrix transpose
+            A = np.array([[1, 2], [3, 4]], dtype=dt)
+            B = np.array([[1, 3], [2, 4]], dtype=dt)
+            C = np.array([1, 1], dtype=dt)
+            desired = np.array([4, 6], dtype=dt)
+            assert_equal(np.inner(A.T, C), desired)
+            assert_equal(np.inner(C, A.T), desired)
+            assert_equal(np.inner(B, C), desired)
+            assert_equal(np.inner(C, B), desired)
+            # check a matrix product
+            desired = np.array([[7, 10], [15, 22]], dtype=dt)
+            assert_equal(np.inner(A, B), desired)
+            # check the syrk vs. gemm paths
+            desired = np.array([[5, 11], [11, 25]], dtype=dt)
+            assert_equal(np.inner(A, A), desired)
+            assert_equal(np.inner(A, A.copy()), desired)
+            # check an inner product involving an aliased and reversed view
+            a = np.arange(5).astype(dt)
+            b = a[::-1]
+            desired = np.array(10, dtype=dt).item()
+            assert_equal(np.inner(b, a), desired)
+
+    def test_3d_tensor(self):
+        for dt in np.typecodes['AllInteger'] + np.typecodes['AllFloat'] + '?':
+            a = np.arange(24).reshape(2,3,4).astype(dt)
+            b = np.arange(24, 48).reshape(2,3,4).astype(dt)
+            desired = np.array(
+                [[[[ 158,  182,  206],
+                   [ 230,  254,  278]],
+
+                  [[ 566,  654,  742],
+                   [ 830,  918, 1006]],
+
+                  [[ 974, 1126, 1278],
+                   [1430, 1582, 1734]]],
+
+                 [[[1382, 1598, 1814],
+                   [2030, 2246, 2462]],
+
+                  [[1790, 2070, 2350],
+                   [2630, 2910, 3190]],
+
+                  [[2198, 2542, 2886],
+                   [3230, 3574, 3918]]]],
+                dtype=dt
+            )
+            assert_equal(np.inner(a, b), desired)
+            assert_equal(np.inner(b, a).transpose(2,3,0,1), desired)
+
+
+class TestChoose:
+    def setup(self):
+        self.x = 2*np.ones((3,), dtype=int)
+        self.y = 3*np.ones((3,), dtype=int)
+        self.x2 = 2*np.ones((2, 3), dtype=int)
+        self.y2 = 3*np.ones((2, 3), dtype=int)
+        self.ind = [0, 0, 1]
+
+    def test_basic(self):
+        A = np.choose(self.ind, (self.x, self.y))
+        assert_equal(A, [2, 2, 3])
+
+    def test_broadcast1(self):
+        A = np.choose(self.ind, (self.x2, self.y2))
+        assert_equal(A, [[2, 2, 3], [2, 2, 3]])
+
+    def test_broadcast2(self):
+        A = np.choose(self.ind, (self.x, self.y2))
+        assert_equal(A, [[2, 2, 3], [2, 2, 3]])
+
+    @pytest.mark.parametrize("ops",
+        [(1000, np.array([1], dtype=np.uint8)),
+         (-1, np.array([1], dtype=np.uint8)),
+         (1., np.float32(3)),
+         (1., np.array([3], dtype=np.float32))],)
+    def test_output_dtype(self, ops):
+        expected_dt = np.result_type(*ops)
+        assert(np.choose([0], ops).dtype == expected_dt)
+
+
+class TestRepeat:
+    def setup(self):
+        self.m = np.array([1, 2, 3, 4, 5, 6])
+        self.m_rect = self.m.reshape((2, 3))
+
+    def test_basic(self):
+        A = np.repeat(self.m, [1, 3, 2, 1, 1, 2])
+        assert_equal(A, [1, 2, 2, 2, 3,
+                         3, 4, 5, 6, 6])
+
+    def test_broadcast1(self):
+        A = np.repeat(self.m, 2)
+        assert_equal(A, [1, 1, 2, 2, 3, 3,
+                         4, 4, 5, 5, 6, 6])
+
+    def test_axis_spec(self):
+        A = np.repeat(self.m_rect, [2, 1], axis=0)
+        assert_equal(A, [[1, 2, 3],
+                         [1, 2, 3],
+                         [4, 5, 6]])
+
+        A = np.repeat(self.m_rect, [1, 3, 2], axis=1)
+        assert_equal(A, [[1, 2, 2, 2, 3, 3],
+                         [4, 5, 5, 5, 6, 6]])
+
+    def test_broadcast2(self):
+        A = np.repeat(self.m_rect, 2, axis=0)
+        assert_equal(A, [[1, 2, 3],
+                         [1, 2, 3],
+                         [4, 5, 6],
+                         [4, 5, 6]])
+
+        A = np.repeat(self.m_rect, 2, axis=1)
+        assert_equal(A, [[1, 1, 2, 2, 3, 3],
+                         [4, 4, 5, 5, 6, 6]])
+
+
+# TODO: test for multidimensional
+NEIGH_MODE = {'zero': 0, 'one': 1, 'constant': 2, 'circular': 3, 'mirror': 4}
+
+
+@pytest.mark.parametrize('dt', [float, Decimal], ids=['float', 'object'])
+class TestNeighborhoodIter:
+    # Simple, 2d tests
+    def test_simple2d(self, dt):
+        # Test zero and one padding for simple data type
+        x = np.array([[0, 1], [2, 3]], dtype=dt)
+        r = [np.array([[0, 0, 0], [0, 0, 1]], dtype=dt),
+             np.array([[0, 0, 0], [0, 1, 0]], dtype=dt),
+             np.array([[0, 0, 1], [0, 2, 3]], dtype=dt),
+             np.array([[0, 1, 0], [2, 3, 0]], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator(
+                x, [-1, 0, -1, 1], x[0], NEIGH_MODE['zero'])
+        assert_array_equal(l, r)
+
+        r = [np.array([[1, 1, 1], [1, 0, 1]], dtype=dt),
+             np.array([[1, 1, 1], [0, 1, 1]], dtype=dt),
+             np.array([[1, 0, 1], [1, 2, 3]], dtype=dt),
+             np.array([[0, 1, 1], [2, 3, 1]], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator(
+                x, [-1, 0, -1, 1], x[0], NEIGH_MODE['one'])
+        assert_array_equal(l, r)
+
+        r = [np.array([[4, 4, 4], [4, 0, 1]], dtype=dt),
+             np.array([[4, 4, 4], [0, 1, 4]], dtype=dt),
+             np.array([[4, 0, 1], [4, 2, 3]], dtype=dt),
+             np.array([[0, 1, 4], [2, 3, 4]], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator(
+                x, [-1, 0, -1, 1], 4, NEIGH_MODE['constant'])
+        assert_array_equal(l, r)
+
+        # Test with start in the middle
+        r = [np.array([[4, 0, 1], [4, 2, 3]], dtype=dt),
+             np.array([[0, 1, 4], [2, 3, 4]], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator(
+                x, [-1, 0, -1, 1], 4, NEIGH_MODE['constant'], 2)
+        assert_array_equal(l, r)
+
+    def test_mirror2d(self, dt):
+        x = np.array([[0, 1], [2, 3]], dtype=dt)
+        r = [np.array([[0, 0, 1], [0, 0, 1]], dtype=dt),
+             np.array([[0, 1, 1], [0, 1, 1]], dtype=dt),
+             np.array([[0, 0, 1], [2, 2, 3]], dtype=dt),
+             np.array([[0, 1, 1], [2, 3, 3]], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator(
+                x, [-1, 0, -1, 1], x[0], NEIGH_MODE['mirror'])
+        assert_array_equal(l, r)
+
+    # Simple, 1d tests
+    def test_simple(self, dt):
+        # Test padding with constant values
+        x = np.linspace(1, 5, 5).astype(dt)
+        r = [[0, 1, 2], [1, 2, 3], [2, 3, 4], [3, 4, 5], [4, 5, 0]]
+        l = _multiarray_tests.test_neighborhood_iterator(
+                x, [-1, 1], x[0], NEIGH_MODE['zero'])
+        assert_array_equal(l, r)
+
+        r = [[1, 1, 2], [1, 2, 3], [2, 3, 4], [3, 4, 5], [4, 5, 1]]
+        l = _multiarray_tests.test_neighborhood_iterator(
+                x, [-1, 1], x[0], NEIGH_MODE['one'])
+        assert_array_equal(l, r)
+
+        r = [[x[4], 1, 2], [1, 2, 3], [2, 3, 4], [3, 4, 5], [4, 5, x[4]]]
+        l = _multiarray_tests.test_neighborhood_iterator(
+                x, [-1, 1], x[4], NEIGH_MODE['constant'])
+        assert_array_equal(l, r)
+
+    # Test mirror modes
+    def test_mirror(self, dt):
+        x = np.linspace(1, 5, 5).astype(dt)
+        r = np.array([[2, 1, 1, 2, 3], [1, 1, 2, 3, 4], [1, 2, 3, 4, 5],
+                [2, 3, 4, 5, 5], [3, 4, 5, 5, 4]], dtype=dt)
+        l = _multiarray_tests.test_neighborhood_iterator(
+                x, [-2, 2], x[1], NEIGH_MODE['mirror'])
+        assert_([i.dtype == dt for i in l])
+        assert_array_equal(l, r)
+
+    # Circular mode
+    def test_circular(self, dt):
+        x = np.linspace(1, 5, 5).astype(dt)
+        r = np.array([[4, 5, 1, 2, 3], [5, 1, 2, 3, 4], [1, 2, 3, 4, 5],
+                [2, 3, 4, 5, 1], [3, 4, 5, 1, 2]], dtype=dt)
+        l = _multiarray_tests.test_neighborhood_iterator(
+                x, [-2, 2], x[0], NEIGH_MODE['circular'])
+        assert_array_equal(l, r)
+
+
+# Test stacking neighborhood iterators
+class TestStackedNeighborhoodIter:
+    # Simple, 1d test: stacking 2 constant-padded neigh iterators
+    def test_simple_const(self):
+        dt = np.float64
+        # Test zero and one padding for simple data type
+        x = np.array([1, 2, 3], dtype=dt)
+        r = [np.array([0], dtype=dt),
+             np.array([0], dtype=dt),
+             np.array([1], dtype=dt),
+             np.array([2], dtype=dt),
+             np.array([3], dtype=dt),
+             np.array([0], dtype=dt),
+             np.array([0], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator_oob(
+                x, [-2, 4], NEIGH_MODE['zero'], [0, 0], NEIGH_MODE['zero'])
+        assert_array_equal(l, r)
+
+        r = [np.array([1, 0, 1], dtype=dt),
+             np.array([0, 1, 2], dtype=dt),
+             np.array([1, 2, 3], dtype=dt),
+             np.array([2, 3, 0], dtype=dt),
+             np.array([3, 0, 1], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator_oob(
+                x, [-1, 3], NEIGH_MODE['zero'], [-1, 1], NEIGH_MODE['one'])
+        assert_array_equal(l, r)
+
+    # 2nd simple, 1d test: stacking 2 neigh iterators, mixing const padding and
+    # mirror padding
+    def test_simple_mirror(self):
+        dt = np.float64
+        # Stacking zero on top of mirror
+        x = np.array([1, 2, 3], dtype=dt)
+        r = [np.array([0, 1, 1], dtype=dt),
+             np.array([1, 1, 2], dtype=dt),
+             np.array([1, 2, 3], dtype=dt),
+             np.array([2, 3, 3], dtype=dt),
+             np.array([3, 3, 0], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator_oob(
+                x, [-1, 3], NEIGH_MODE['mirror'], [-1, 1], NEIGH_MODE['zero'])
+        assert_array_equal(l, r)
+
+        # Stacking mirror on top of zero
+        x = np.array([1, 2, 3], dtype=dt)
+        r = [np.array([1, 0, 0], dtype=dt),
+             np.array([0, 0, 1], dtype=dt),
+             np.array([0, 1, 2], dtype=dt),
+             np.array([1, 2, 3], dtype=dt),
+             np.array([2, 3, 0], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator_oob(
+                x, [-1, 3], NEIGH_MODE['zero'], [-2, 0], NEIGH_MODE['mirror'])
+        assert_array_equal(l, r)
+
+        # Stacking mirror on top of zero: 2nd
+        x = np.array([1, 2, 3], dtype=dt)
+        r = [np.array([0, 1, 2], dtype=dt),
+             np.array([1, 2, 3], dtype=dt),
+             np.array([2, 3, 0], dtype=dt),
+             np.array([3, 0, 0], dtype=dt),
+             np.array([0, 0, 3], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator_oob(
+                x, [-1, 3], NEIGH_MODE['zero'], [0, 2], NEIGH_MODE['mirror'])
+        assert_array_equal(l, r)
+
+        # Stacking mirror on top of zero: 3rd
+        x = np.array([1, 2, 3], dtype=dt)
+        r = [np.array([1, 0, 0, 1, 2], dtype=dt),
+             np.array([0, 0, 1, 2, 3], dtype=dt),
+             np.array([0, 1, 2, 3, 0], dtype=dt),
+             np.array([1, 2, 3, 0, 0], dtype=dt),
+             np.array([2, 3, 0, 0, 3], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator_oob(
+                x, [-1, 3], NEIGH_MODE['zero'], [-2, 2], NEIGH_MODE['mirror'])
+        assert_array_equal(l, r)
+
+    # 3rd simple, 1d test: stacking 2 neigh iterators, mixing const padding and
+    # circular padding
+    def test_simple_circular(self):
+        dt = np.float64
+        # Stacking zero on top of mirror
+        x = np.array([1, 2, 3], dtype=dt)
+        r = [np.array([0, 3, 1], dtype=dt),
+             np.array([3, 1, 2], dtype=dt),
+             np.array([1, 2, 3], dtype=dt),
+             np.array([2, 3, 1], dtype=dt),
+             np.array([3, 1, 0], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator_oob(
+                x, [-1, 3], NEIGH_MODE['circular'], [-1, 1], NEIGH_MODE['zero'])
+        assert_array_equal(l, r)
+
+        # Stacking mirror on top of zero
+        x = np.array([1, 2, 3], dtype=dt)
+        r = [np.array([3, 0, 0], dtype=dt),
+             np.array([0, 0, 1], dtype=dt),
+             np.array([0, 1, 2], dtype=dt),
+             np.array([1, 2, 3], dtype=dt),
+             np.array([2, 3, 0], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator_oob(
+                x, [-1, 3], NEIGH_MODE['zero'], [-2, 0], NEIGH_MODE['circular'])
+        assert_array_equal(l, r)
+
+        # Stacking mirror on top of zero: 2nd
+        x = np.array([1, 2, 3], dtype=dt)
+        r = [np.array([0, 1, 2], dtype=dt),
+             np.array([1, 2, 3], dtype=dt),
+             np.array([2, 3, 0], dtype=dt),
+             np.array([3, 0, 0], dtype=dt),
+             np.array([0, 0, 1], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator_oob(
+                x, [-1, 3], NEIGH_MODE['zero'], [0, 2], NEIGH_MODE['circular'])
+        assert_array_equal(l, r)
+
+        # Stacking mirror on top of zero: 3rd
+        x = np.array([1, 2, 3], dtype=dt)
+        r = [np.array([3, 0, 0, 1, 2], dtype=dt),
+             np.array([0, 0, 1, 2, 3], dtype=dt),
+             np.array([0, 1, 2, 3, 0], dtype=dt),
+             np.array([1, 2, 3, 0, 0], dtype=dt),
+             np.array([2, 3, 0, 0, 1], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator_oob(
+                x, [-1, 3], NEIGH_MODE['zero'], [-2, 2], NEIGH_MODE['circular'])
+        assert_array_equal(l, r)
+
+    # 4th simple, 1d test: stacking 2 neigh iterators, but with lower iterator
+    # being strictly within the array
+    def test_simple_strict_within(self):
+        dt = np.float64
+        # Stacking zero on top of zero, first neighborhood strictly inside the
+        # array
+        x = np.array([1, 2, 3], dtype=dt)
+        r = [np.array([1, 2, 3, 0], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator_oob(
+                x, [1, 1], NEIGH_MODE['zero'], [-1, 2], NEIGH_MODE['zero'])
+        assert_array_equal(l, r)
+
+        # Stacking mirror on top of zero, first neighborhood strictly inside the
+        # array
+        x = np.array([1, 2, 3], dtype=dt)
+        r = [np.array([1, 2, 3, 3], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator_oob(
+                x, [1, 1], NEIGH_MODE['zero'], [-1, 2], NEIGH_MODE['mirror'])
+        assert_array_equal(l, r)
+
+        # Stacking mirror on top of zero, first neighborhood strictly inside the
+        # array
+        x = np.array([1, 2, 3], dtype=dt)
+        r = [np.array([1, 2, 3, 1], dtype=dt)]
+        l = _multiarray_tests.test_neighborhood_iterator_oob(
+                x, [1, 1], NEIGH_MODE['zero'], [-1, 2], NEIGH_MODE['circular'])
+        assert_array_equal(l, r)
+
+class TestWarnings:
+
+    def test_complex_warning(self):
+        x = np.array([1, 2])
+        y = np.array([1-2j, 1+2j])
+
+        with warnings.catch_warnings():
+            warnings.simplefilter("error", np.ComplexWarning)
+            assert_raises(np.ComplexWarning, x.__setitem__, slice(None), y)
+            assert_equal(x, [1, 2])
+
+
+class TestMinScalarType:
+
+    def test_usigned_shortshort(self):
+        dt = np.min_scalar_type(2**8-1)
+        wanted = np.dtype('uint8')
+        assert_equal(wanted, dt)
+
+    def test_usigned_short(self):
+        dt = np.min_scalar_type(2**16-1)
+        wanted = np.dtype('uint16')
+        assert_equal(wanted, dt)
+
+    def test_usigned_int(self):
+        dt = np.min_scalar_type(2**32-1)
+        wanted = np.dtype('uint32')
+        assert_equal(wanted, dt)
+
+    def test_usigned_longlong(self):
+        dt = np.min_scalar_type(2**63-1)
+        wanted = np.dtype('uint64')
+        assert_equal(wanted, dt)
+
+    def test_object(self):
+        dt = np.min_scalar_type(2**64)
+        wanted = np.dtype('O')
+        assert_equal(wanted, dt)
+
+
+from numpy.core._internal import _dtype_from_pep3118
+
+
+class TestPEP3118Dtype:
+    def _check(self, spec, wanted):
+        dt = np.dtype(wanted)
+        actual = _dtype_from_pep3118(spec)
+        assert_equal(actual, dt,
+                     err_msg="spec %r != dtype %r" % (spec, wanted))
+
+    def test_native_padding(self):
+        align = np.dtype('i').alignment
+        for j in range(8):
+            if j == 0:
+                s = 'bi'
+            else:
+                s = 'b%dxi' % j
+            self._check('@'+s, {'f0': ('i1', 0),
+                                'f1': ('i', align*(1 + j//align))})
+            self._check('='+s, {'f0': ('i1', 0),
+                                'f1': ('i', 1+j)})
+
+    def test_native_padding_2(self):
+        # Native padding should work also for structs and sub-arrays
+        self._check('x3T{xi}', {'f0': (({'f0': ('i', 4)}, (3,)), 4)})
+        self._check('^x3T{xi}', {'f0': (({'f0': ('i', 1)}, (3,)), 1)})
+
+    def test_trailing_padding(self):
+        # Trailing padding should be included, *and*, the item size
+        # should match the alignment if in aligned mode
+        align = np.dtype('i').alignment
+        size = np.dtype('i').itemsize
+
+        def aligned(n):
+            return align*(1 + (n-1)//align)
+
+        base = dict(formats=['i'], names=['f0'])
+
+        self._check('ix',    dict(itemsize=aligned(size + 1), **base))
+        self._check('ixx',   dict(itemsize=aligned(size + 2), **base))
+        self._check('ixxx',  dict(itemsize=aligned(size + 3), **base))
+        self._check('ixxxx', dict(itemsize=aligned(size + 4), **base))
+        self._check('i7x',   dict(itemsize=aligned(size + 7), **base))
+
+        self._check('^ix',    dict(itemsize=size + 1, **base))
+        self._check('^ixx',   dict(itemsize=size + 2, **base))
+        self._check('^ixxx',  dict(itemsize=size + 3, **base))
+        self._check('^ixxxx', dict(itemsize=size + 4, **base))
+        self._check('^i7x',   dict(itemsize=size + 7, **base))
+
+    def test_native_padding_3(self):
+        dt = np.dtype(
+                [('a', 'b'), ('b', 'i'),
+                    ('sub', np.dtype('b,i')), ('c', 'i')],
+                align=True)
+        self._check("T{b:a:xxxi:b:T{b:f0:=i:f1:}:sub:xxxi:c:}", dt)
+
+        dt = np.dtype(
+                [('a', 'b'), ('b', 'i'), ('c', 'b'), ('d', 'b'),
+                    ('e', 'b'), ('sub', np.dtype('b,i', align=True))])
+        self._check("T{b:a:=i:b:b:c:b:d:b:e:T{b:f0:xxxi:f1:}:sub:}", dt)
+
+    def test_padding_with_array_inside_struct(self):
+        dt = np.dtype(
+                [('a', 'b'), ('b', 'i'), ('c', 'b', (3,)),
+                    ('d', 'i')],
+                align=True)
+        self._check("T{b:a:xxxi:b:3b:c:xi:d:}", dt)
+
+    def test_byteorder_inside_struct(self):
+        # The byte order after @T{=i} should be '=', not '@'.
+        # Check this by noting the absence of native alignment.
+        self._check('@T{^i}xi', {'f0': ({'f0': ('i', 0)}, 0),
+                                 'f1': ('i', 5)})
+
+    def test_intra_padding(self):
+        # Natively aligned sub-arrays may require some internal padding
+        align = np.dtype('i').alignment
+        size = np.dtype('i').itemsize
+
+        def aligned(n):
+            return (align*(1 + (n-1)//align))
+
+        self._check('(3)T{ix}', (dict(
+            names=['f0'],
+            formats=['i'],
+            offsets=[0],
+            itemsize=aligned(size + 1)
+        ), (3,)))
+
+    def test_char_vs_string(self):
+        dt = np.dtype('c')
+        self._check('c', dt)
+
+        dt = np.dtype([('f0', 'S1', (4,)), ('f1', 'S4')])
+        self._check('4c4s', dt)
+
+    def test_field_order(self):
+        # gh-9053 - previously, we relied on dictionary key order
+        self._check("(0)I:a:f:b:", [('a', 'I', (0,)), ('b', 'f')])
+        self._check("(0)I:b:f:a:", [('b', 'I', (0,)), ('a', 'f')])
+
+    def test_unnamed_fields(self):
+        self._check('ii',     [('f0', 'i'), ('f1', 'i')])
+        self._check('ii:f0:', [('f1', 'i'), ('f0', 'i')])
+
+        self._check('i', 'i')
+        self._check('i:f0:', [('f0', 'i')])
+
+
+class TestNewBufferProtocol:
+    """ Test PEP3118 buffers """
+
+    def _check_roundtrip(self, obj):
+        obj = np.asarray(obj)
+        x = memoryview(obj)
+        y = np.asarray(x)
+        y2 = np.array(x)
+        assert_(not y.flags.owndata)
+        assert_(y2.flags.owndata)
+
+        assert_equal(y.dtype, obj.dtype)
+        assert_equal(y.shape, obj.shape)
+        assert_array_equal(obj, y)
+
+        assert_equal(y2.dtype, obj.dtype)
+        assert_equal(y2.shape, obj.shape)
+        assert_array_equal(obj, y2)
+
+    def test_roundtrip(self):
+        x = np.array([1, 2, 3, 4, 5], dtype='i4')
+        self._check_roundtrip(x)
+
+        x = np.array([[1, 2], [3, 4]], dtype=np.float64)
+        self._check_roundtrip(x)
+
+        x = np.zeros((3, 3, 3), dtype=np.float32)[:, 0,:]
+        self._check_roundtrip(x)
+
+        dt = [('a', 'b'),
+              ('b', 'h'),
+              ('c', 'i'),
+              ('d', 'l'),
+              ('dx', 'q'),
+              ('e', 'B'),
+              ('f', 'H'),
+              ('g', 'I'),
+              ('h', 'L'),
+              ('hx', 'Q'),
+              ('i', np.single),
+              ('j', np.double),
+              ('k', np.longdouble),
+              ('ix', np.csingle),
+              ('jx', np.cdouble),
+              ('kx', np.clongdouble),
+              ('l', 'S4'),
+              ('m', 'U4'),
+              ('n', 'V3'),
+              ('o', '?'),
+              ('p', np.half),
+              ]
+        x = np.array(
+                [(1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
+                    b'aaaa', 'bbbb', b'xxx', True, 1.0)],
+                dtype=dt)
+        self._check_roundtrip(x)
+
+        x = np.array(([[1, 2], [3, 4]],), dtype=[('a', (int, (2, 2)))])
+        self._check_roundtrip(x)
+
+        x = np.array([1, 2, 3], dtype='>i2')
+        self._check_roundtrip(x)
+
+        x = np.array([1, 2, 3], dtype='<i2')
+        self._check_roundtrip(x)
+
+        x = np.array([1, 2, 3], dtype='>i4')
+        self._check_roundtrip(x)
+
+        x = np.array([1, 2, 3], dtype='<i4')
+        self._check_roundtrip(x)
+
+        # check long long can be represented as non-native
+        x = np.array([1, 2, 3], dtype='>q')
+        self._check_roundtrip(x)
+
+        # Native-only data types can be passed through the buffer interface
+        # only in native byte order
+        if sys.byteorder == 'little':
+            x = np.array([1, 2, 3], dtype='>g')
+            assert_raises(ValueError, self._check_roundtrip, x)
+            x = np.array([1, 2, 3], dtype='<g')
+            self._check_roundtrip(x)
+        else:
+            x = np.array([1, 2, 3], dtype='>g')
+            self._check_roundtrip(x)
+            x = np.array([1, 2, 3], dtype='<g')
+            assert_raises(ValueError, self._check_roundtrip, x)
+
+    def test_roundtrip_half(self):
+        half_list = [
+            1.0,
+            -2.0,
+            6.5504 * 10**4,  # (max half precision)
+            2**-14,  # ~= 6.10352 * 10**-5 (minimum positive normal)
+            2**-24,  # ~= 5.96046 * 10**-8 (minimum strictly positive subnormal)
+            0.0,
+            -0.0,
+            float('+inf'),
+            float('-inf'),
+            0.333251953125,  # ~= 1/3
+        ]
+
+        x = np.array(half_list, dtype='>e')
+        self._check_roundtrip(x)
+        x = np.array(half_list, dtype='<e')
+        self._check_roundtrip(x)
+
+    def test_roundtrip_single_types(self):
+        for typ in np.sctypeDict.values():
+            dtype = np.dtype(typ)
+
+            if dtype.char in 'Mm':
+                # datetimes cannot be used in buffers
+                continue
+            if dtype.char == 'V':
+                # skip void
+                continue
+
+            x = np.zeros(4, dtype=dtype)
+            self._check_roundtrip(x)
+
+            if dtype.char not in 'qQgG':
+                dt = dtype.newbyteorder('<')
+                x = np.zeros(4, dtype=dt)
+                self._check_roundtrip(x)
+
+                dt = dtype.newbyteorder('>')
+                x = np.zeros(4, dtype=dt)
+                self._check_roundtrip(x)
+
+    def test_roundtrip_scalar(self):
+        # Issue #4015.
+        self._check_roundtrip(0)
+
+    def test_invalid_buffer_format(self):
+        # datetime64 cannot be used fully in a buffer yet
+        # Should be fixed in the next Numpy major release
+        dt = np.dtype([('a', 'uint16'), ('b', 'M8[s]')])
+        a = np.empty(3, dt)
+        assert_raises((ValueError, BufferError), memoryview, a)
+        assert_raises((ValueError, BufferError), memoryview, np.array((3), 'M8[D]'))
+
+    def test_export_simple_1d(self):
+        x = np.array([1, 2, 3, 4, 5], dtype='i')
+        y = memoryview(x)
+        assert_equal(y.format, 'i')
+        assert_equal(y.shape, (5,))
+        assert_equal(y.ndim, 1)
+        assert_equal(y.strides, (4,))
+        assert_equal(y.suboffsets, ())
+        assert_equal(y.itemsize, 4)
+
+    def test_export_simple_nd(self):
+        x = np.array([[1, 2], [3, 4]], dtype=np.float64)
+        y = memoryview(x)
+        assert_equal(y.format, 'd')
+        assert_equal(y.shape, (2, 2))
+        assert_equal(y.ndim, 2)
+        assert_equal(y.strides, (16, 8))
+        assert_equal(y.suboffsets, ())
+        assert_equal(y.itemsize, 8)
+
+    def test_export_discontiguous(self):
+        x = np.zeros((3, 3, 3), dtype=np.float32)[:, 0,:]
+        y = memoryview(x)
+        assert_equal(y.format, 'f')
+        assert_equal(y.shape, (3, 3))
+        assert_equal(y.ndim, 2)
+        assert_equal(y.strides, (36, 4))
+        assert_equal(y.suboffsets, ())
+        assert_equal(y.itemsize, 4)
+
+    def test_export_record(self):
+        dt = [('a', 'b'),
+              ('b', 'h'),
+              ('c', 'i'),
+              ('d', 'l'),
+              ('dx', 'q'),
+              ('e', 'B'),
+              ('f', 'H'),
+              ('g', 'I'),
+              ('h', 'L'),
+              ('hx', 'Q'),
+              ('i', np.single),
+              ('j', np.double),
+              ('k', np.longdouble),
+              ('ix', np.csingle),
+              ('jx', np.cdouble),
+              ('kx', np.clongdouble),
+              ('l', 'S4'),
+              ('m', 'U4'),
+              ('n', 'V3'),
+              ('o', '?'),
+              ('p', np.half),
+              ]
+        x = np.array(
+                [(1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
+                    b'aaaa', 'bbbb', b'   ', True, 1.0)],
+                dtype=dt)
+        y = memoryview(x)
+        assert_equal(y.shape, (1,))
+        assert_equal(y.ndim, 1)
+        assert_equal(y.suboffsets, ())
+
+        sz = sum([np.dtype(b).itemsize for a, b in dt])
+        if np.dtype('l').itemsize == 4:
+            assert_equal(y.format, 'T{b:a:=h:b:i:c:l:d:q:dx:B:e:@H:f:=I:g:L:h:Q:hx:f:i:d:j:^g:k:=Zf:ix:Zd:jx:^Zg:kx:4s:l:=4w:m:3x:n:?:o:@e:p:}')
+        else:
+            assert_equal(y.format, 'T{b:a:=h:b:i:c:q:d:q:dx:B:e:@H:f:=I:g:Q:h:Q:hx:f:i:d:j:^g:k:=Zf:ix:Zd:jx:^Zg:kx:4s:l:=4w:m:3x:n:?:o:@e:p:}')
+        # Cannot test if NPY_RELAXED_STRIDES_DEBUG changes the strides
+        if not (np.ones(1).strides[0] == np.iinfo(np.intp).max):
+            assert_equal(y.strides, (sz,))
+        assert_equal(y.itemsize, sz)
+
+    def test_export_subarray(self):
+        x = np.array(([[1, 2], [3, 4]],), dtype=[('a', ('i', (2, 2)))])
+        y = memoryview(x)
+        assert_equal(y.format, 'T{(2,2)i:a:}')
+        assert_equal(y.shape, ())
+        assert_equal(y.ndim, 0)
+        assert_equal(y.strides, ())
+        assert_equal(y.suboffsets, ())
+        assert_equal(y.itemsize, 16)
+
+    def test_export_endian(self):
+        x = np.array([1, 2, 3], dtype='>i')
+        y = memoryview(x)
+        if sys.byteorder == 'little':
+            assert_equal(y.format, '>i')
+        else:
+            assert_equal(y.format, 'i')
+
+        x = np.array([1, 2, 3], dtype='<i')
+        y = memoryview(x)
+        if sys.byteorder == 'little':
+            assert_equal(y.format, 'i')
+        else:
+            assert_equal(y.format, '<i')
+
+    def test_export_flags(self):
+        # Check SIMPLE flag, see also gh-3613 (exception should be BufferError)
+        assert_raises(ValueError,
+                      _multiarray_tests.get_buffer_info,
+                       np.arange(5)[::2], ('SIMPLE',))
+
+    @pytest.mark.parametrize(["obj", "error"], [
+            pytest.param(np.array([1, 2], dtype=rational), ValueError, id="array"),
+            pytest.param(rational(1, 2), TypeError, id="scalar")])
+    def test_export_and_pickle_user_dtype(self, obj, error):
+        # User dtypes should export successfully when FORMAT was not requested.
+        with pytest.raises(error):
+            _multiarray_tests.get_buffer_info(obj, ("STRIDED_RO", "FORMAT"))
+
+        _multiarray_tests.get_buffer_info(obj, ("STRIDED_RO",))
+
+        # This is currently also necessary to implement pickling:
+        pickle_obj = pickle.dumps(obj)
+        res = pickle.loads(pickle_obj)
+        assert_array_equal(res, obj)
+
+    def test_padding(self):
+        for j in range(8):
+            x = np.array([(1,), (2,)], dtype={'f0': (int, j)})
+            self._check_roundtrip(x)
+
+    def test_reference_leak(self):
+        if HAS_REFCOUNT:
+            count_1 = sys.getrefcount(np.core._internal)
+        a = np.zeros(4)
+        b = memoryview(a)
+        c = np.asarray(b)
+        if HAS_REFCOUNT:
+            count_2 = sys.getrefcount(np.core._internal)
+            assert_equal(count_1, count_2)
+        del c  # avoid pyflakes unused variable warning.
+
+    def test_padded_struct_array(self):
+        dt1 = np.dtype(
+                [('a', 'b'), ('b', 'i'), ('sub', np.dtype('b,i')), ('c', 'i')],
+                align=True)
+        x1 = np.arange(dt1.itemsize, dtype=np.int8).view(dt1)
+        self._check_roundtrip(x1)
+
+        dt2 = np.dtype(
+                [('a', 'b'), ('b', 'i'), ('c', 'b', (3,)), ('d', 'i')],
+                align=True)
+        x2 = np.arange(dt2.itemsize, dtype=np.int8).view(dt2)
+        self._check_roundtrip(x2)
+
+        dt3 = np.dtype(
+                [('a', 'b'), ('b', 'i'), ('c', 'b'), ('d', 'b'),
+                    ('e', 'b'), ('sub', np.dtype('b,i', align=True))])
+        x3 = np.arange(dt3.itemsize, dtype=np.int8).view(dt3)
+        self._check_roundtrip(x3)
+
+    @pytest.mark.valgrind_error(reason="leaks buffer info cache temporarily.")
+    def test_relaxed_strides(self, c=np.ones((1, 10, 10), dtype='i8')):
+        # Note: c defined as parameter so that it is persistent and leak
+        # checks will notice gh-16934 (buffer info cache leak).
+        c.strides = (-1, 80, 8)  # strides need to be fixed at export
+
+        assert_(memoryview(c).strides == (800, 80, 8))
+
+        # Writing C-contiguous data to a BytesIO buffer should work
+        fd = io.BytesIO()
+        fd.write(c.data)
+
+        fortran = c.T
+        assert_(memoryview(fortran).strides == (8, 80, 800))
+
+        arr = np.ones((1, 10))
+        if arr.flags.f_contiguous:
+            shape, strides = _multiarray_tests.get_buffer_info(
+                    arr, ['F_CONTIGUOUS'])
+            assert_(strides[0] == 8)
+            arr = np.ones((10, 1), order='F')
+            shape, strides = _multiarray_tests.get_buffer_info(
+                    arr, ['C_CONTIGUOUS'])
+            assert_(strides[-1] == 8)
+
+    @pytest.mark.valgrind_error(reason="leaks buffer info cache temporarily.")
+    @pytest.mark.skipif(not np.ones((10, 1), order="C").flags.f_contiguous,
+            reason="Test is unnecessary (but fails) without relaxed strides.")
+    def test_relaxed_strides_buffer_info_leak(self, arr=np.ones((1, 10))):
+        """Test that alternating export of C- and F-order buffers from
+        an array which is both C- and F-order when relaxed strides is
+        active works.
+        This test defines array in the signature to ensure leaking more
+        references every time the test is run (catching the leak with
+        pytest-leaks).
+        """
+        for i in range(10):
+            _, s = _multiarray_tests.get_buffer_info(arr, ['F_CONTIGUOUS'])
+            assert s == (8, 8)
+            _, s = _multiarray_tests.get_buffer_info(arr, ['C_CONTIGUOUS'])
+            assert s == (80, 8)
+
+    def test_out_of_order_fields(self):
+        dt = np.dtype(dict(
+            formats=['<i4', '<i4'],
+            names=['one', 'two'],
+            offsets=[4, 0],
+            itemsize=8
+        ))
+
+        # overlapping fields cannot be represented by PEP3118
+        arr = np.empty(1, dt)
+        with assert_raises(ValueError):
+            memoryview(arr)
+
+    def test_max_dims(self):
+        a = np.ones((1,) * 32)
+        self._check_roundtrip(a)
+
+    @pytest.mark.slow
+    def test_error_too_many_dims(self):
+        def make_ctype(shape, scalar_type):
+            t = scalar_type
+            for dim in shape[::-1]:
+                t = dim * t
+            return t
+
+        # construct a memoryview with 33 dimensions
+        c_u8_33d = make_ctype((1,)*33, ctypes.c_uint8)
+        m = memoryview(c_u8_33d())
+        assert_equal(m.ndim, 33)
+
+        assert_raises_regex(
+            RuntimeError, "ndim",
+            np.array, m)
+
+        # The above seems to create some deep cycles, clean them up for
+        # easier reference count debugging:
+        del c_u8_33d, m
+        for i in range(33):
+            if gc.collect() == 0:
+                break
+
+    def test_error_pointer_type(self):
+        # gh-6741
+        m = memoryview(ctypes.pointer(ctypes.c_uint8()))
+        assert_('&' in m.format)
+
+        assert_raises_regex(
+            ValueError, "format string",
+            np.array, m)
+
+    def test_error_message_unsupported(self):
+        # wchar has no corresponding numpy type - if this changes in future, we
+        # need a better way to construct an invalid memoryview format.
+        t = ctypes.c_wchar * 4
+        with assert_raises(ValueError) as cm:
+            np.array(t())
+
+        exc = cm.exception
+        with assert_raises_regex(
+            NotImplementedError,
+            r"Unrepresentable .* 'u' \(UCS-2 strings\)"
+        ):
+            raise exc.__cause__
+
+    def test_ctypes_integer_via_memoryview(self):
+        # gh-11150, due to bpo-10746
+        for c_integer in {ctypes.c_int, ctypes.c_long, ctypes.c_longlong}:
+            value = c_integer(42)
+            with warnings.catch_warnings(record=True):
+                warnings.filterwarnings('always', r'.*\bctypes\b', RuntimeWarning)
+                np.asarray(value)
+
+    def test_ctypes_struct_via_memoryview(self):
+        # gh-10528
+        class foo(ctypes.Structure):
+            _fields_ = [('a', ctypes.c_uint8), ('b', ctypes.c_uint32)]
+        f = foo(a=1, b=2)
+
+        with warnings.catch_warnings(record=True):
+            warnings.filterwarnings('always', r'.*\bctypes\b', RuntimeWarning)
+            arr = np.asarray(f)
+
+        assert_equal(arr['a'], 1)
+        assert_equal(arr['b'], 2)
+        f.a = 3
+        assert_equal(arr['a'], 3)
+
+    @pytest.mark.parametrize("obj", [np.ones(3), np.ones(1, dtype="i,i")[()]])
+    def test_error_if_stored_buffer_info_is_corrupted(self, obj):
+        """
+        If a user extends a NumPy array before 1.20 and then runs it
+        on NumPy 1.20+. A C-subclassed array might in theory modify
+        the new buffer-info field. This checks that an error is raised
+        if this happens (for buffer export), an error is written on delete.
+        This is a sanity check to help users transition to safe code, it
+        may be deleted at any point.
+        """
+        # corrupt buffer info:
+        _multiarray_tests.corrupt_or_fix_bufferinfo(obj)
+        name = type(obj)
+        with pytest.raises(RuntimeError,
+                    match=f".*{name} appears to be C subclassed"):
+            memoryview(obj)
+        # Fix buffer info again before we delete (or we lose the memory)
+        _multiarray_tests.corrupt_or_fix_bufferinfo(obj)
+
+    def test_no_suboffsets(self):
+        try:
+            import _testbuffer
+        except ImportError:
+            raise pytest.skip("_testbuffer is not available")
+
+        for shape in [(2, 3), (2, 3, 4)]:
+            data = list(range(np.prod(shape)))
+            buffer = _testbuffer.ndarray(data, shape, format='i',
+                                         flags=_testbuffer.ND_PIL)
+            msg = "NumPy currently does not support.*suboffsets"
+            with pytest.raises(BufferError, match=msg):
+                np.asarray(buffer)
+            with pytest.raises(BufferError, match=msg):
+                np.asarray([buffer])
+
+            # Also check (unrelated and more limited but similar) frombuffer:
+            with pytest.raises(BufferError):
+                np.frombuffer(buffer)
+
+
+class TestArrayCreationCopyArgument(object):
+
+    class RaiseOnBool:
+
+        def __bool__(self):
+            raise ValueError
+
+    true_vals = [True, np._CopyMode.ALWAYS, np.True_]
+    false_vals = [False, np._CopyMode.IF_NEEDED, np.False_]
+
+    def test_scalars(self):
+        # Test both numpy and python scalars
+        for dtype in np.typecodes["All"]:
+            arr = np.zeros((), dtype=dtype)
+            scalar = arr[()]
+            pyscalar = arr.item(0)
+
+            # Test never-copy raises error:
+            assert_raises(ValueError, np.array, scalar,
+                            copy=np._CopyMode.NEVER)
+            assert_raises(ValueError, np.array, pyscalar,
+                            copy=np._CopyMode.NEVER)
+            assert_raises(ValueError, np.array, pyscalar,
+                            copy=self.RaiseOnBool())
+            assert_raises(ValueError, _multiarray_tests.npy_ensurenocopy,
+                            [1])
+            # Casting with a dtype (to unsigned integers) can be special:
+            with pytest.raises(ValueError):
+                np.array(pyscalar, dtype=np.int64, copy=np._CopyMode.NEVER)
+
+    def test_compatible_cast(self):
+
+        # Some types are compatible even though they are different, no
+        # copy is necessary for them. This is mostly true for some integers
+        def int_types(byteswap=False):
+            int_types = (np.typecodes["Integer"] +
+                         np.typecodes["UnsignedInteger"])
+            for int_type in int_types:
+                yield np.dtype(int_type)
+                if byteswap:
+                    yield np.dtype(int_type).newbyteorder()
+
+        for int1 in int_types():
+            for int2 in int_types(True):
+                arr = np.arange(10, dtype=int1)
+
+                for copy in self.true_vals:
+                    res = np.array(arr, copy=copy, dtype=int2)
+                    assert res is not arr and res.flags.owndata
+                    assert_array_equal(res, arr)
+
+                if int1 == int2:
+                    # Casting is not necessary, base check is sufficient here
+                    for copy in self.false_vals:
+                        res = np.array(arr, copy=copy, dtype=int2)
+                        assert res is arr or res.base is arr
+
+                    res = np.array(arr,
+                                   copy=np._CopyMode.NEVER,
+                                   dtype=int2)
+                    assert res is arr or res.base is arr
+
+                else:
+                    # Casting is necessary, assert copy works:
+                    for copy in self.false_vals:
+                        res = np.array(arr, copy=copy, dtype=int2)
+                        assert res is not arr and res.flags.owndata
+                        assert_array_equal(res, arr)
+
+                    assert_raises(ValueError, np.array,
+                                  arr, copy=np._CopyMode.NEVER,
+                                  dtype=int2)
+                    assert_raises(ValueError, np.array,
+                                  arr, copy=None,
+                                  dtype=int2)
+
+    def test_buffer_interface(self):
+
+        # Buffer interface gives direct memory access (no copy)
+        arr = np.arange(10)
+        view = memoryview(arr)
+
+        # Checking bases is a bit tricky since numpy creates another
+        # memoryview, so use may_share_memory.
+        for copy in self.true_vals:
+            res = np.array(view, copy=copy)
+            assert not np.may_share_memory(arr, res)
+        for copy in self.false_vals:
+            res = np.array(view, copy=copy)
+            assert np.may_share_memory(arr, res)
+        res = np.array(view, copy=np._CopyMode.NEVER)
+        assert np.may_share_memory(arr, res)
+
+    def test_array_interfaces(self):
+        # Array interface gives direct memory access (much like a memoryview)
+        base_arr = np.arange(10)
+
+        class ArrayLike:
+            __array_interface__ = base_arr.__array_interface__
+
+        arr = ArrayLike()
+
+        for copy, val in [(True, None), (np._CopyMode.ALWAYS, None),
+                          (False, arr), (np._CopyMode.IF_NEEDED, arr),
+                          (np._CopyMode.NEVER, arr)]:
+            res = np.array(arr, copy=copy)
+            assert res.base is val
+
+    def test___array__(self):
+        base_arr = np.arange(10)
+
+        class ArrayLike:
+            def __array__(self):
+                # __array__ should return a copy, numpy cannot know this
+                # however.
+                return base_arr
+
+        arr = ArrayLike()
+
+        for copy in self.true_vals:
+            res = np.array(arr, copy=copy)
+            assert_array_equal(res, base_arr)
+            # An additional copy is currently forced by numpy in this case,
+            # you could argue, numpy does not trust the ArrayLike. This
+            # may be open for change:
+            assert res is not base_arr
+
+        for copy in self.false_vals:
+            res = np.array(arr, copy=False)
+            assert_array_equal(res, base_arr)
+            assert res is base_arr  # numpy trusts the ArrayLike
+
+        with pytest.raises(ValueError):
+            np.array(arr, copy=np._CopyMode.NEVER)
+
+    @pytest.mark.parametrize(
+            "arr", [np.ones(()), np.arange(81).reshape((9, 9))])
+    @pytest.mark.parametrize("order1", ["C", "F", None])
+    @pytest.mark.parametrize("order2", ["C", "F", "A", "K"])
+    def test_order_mismatch(self, arr, order1, order2):
+        # The order is the main (python side) reason that can cause
+        # a never-copy to fail.
+        # Prepare C-order, F-order and non-contiguous arrays:
+        arr = arr.copy(order1)
+        if order1 == "C":
+            assert arr.flags.c_contiguous
+        elif order1 == "F":
+            assert arr.flags.f_contiguous
+        elif arr.ndim != 0:
+            # Make array non-contiguous
+            arr = arr[::2, ::2]
+            assert not arr.flags.forc
+
+        # Whether a copy is necessary depends on the order of arr:
+        if order2 == "C":
+            no_copy_necessary = arr.flags.c_contiguous
+        elif order2 == "F":
+            no_copy_necessary = arr.flags.f_contiguous
+        else:
+            # Keeporder and Anyorder are OK with non-contiguous output.
+            # This is not consistent with the `astype` behaviour which
+            # enforces contiguity for "A". It is probably historic from when
+            # "K" did not exist.
+            no_copy_necessary = True
+
+        # Test it for both the array and a memoryview
+        for view in [arr, memoryview(arr)]:
+            for copy in self.true_vals:
+                res = np.array(view, copy=copy, order=order2)
+                assert res is not arr and res.flags.owndata
+                assert_array_equal(arr, res)
+
+            if no_copy_necessary:
+                for copy in self.false_vals:
+                    res = np.array(view, copy=copy, order=order2)
+                    # res.base.obj refers to the memoryview
+                    if not IS_PYPY:
+                        assert res is arr or res.base.obj is arr
+
+                res = np.array(view, copy=np._CopyMode.NEVER,
+                               order=order2)
+                if not IS_PYPY:
+                    assert res is arr or res.base.obj is arr
+            else:
+                for copy in self.false_vals:
+                    res = np.array(arr, copy=copy, order=order2)
+                    assert_array_equal(arr, res)
+                assert_raises(ValueError, np.array,
+                              view, copy=np._CopyMode.NEVER,
+                              order=order2)
+                assert_raises(ValueError, np.array,
+                              view, copy=None,
+                              order=order2)
+
+    def test_striding_not_ok(self):
+        arr = np.array([[1, 2, 4], [3, 4, 5]])
+        assert_raises(ValueError, np.array,
+                      arr.T, copy=np._CopyMode.NEVER,
+                      order='C')
+        assert_raises(ValueError, np.array,
+                      arr.T, copy=np._CopyMode.NEVER,
+                      order='C', dtype=np.int64)
+        assert_raises(ValueError, np.array,
+                      arr, copy=np._CopyMode.NEVER,
+                      order='F')
+        assert_raises(ValueError, np.array,
+                      arr, copy=np._CopyMode.NEVER,
+                      order='F', dtype=np.int64)
+
+
+class TestArrayAttributeDeletion:
+
+    def test_multiarray_writable_attributes_deletion(self):
+        # ticket #2046, should not seqfault, raise AttributeError
+        a = np.ones(2)
+        attr = ['shape', 'strides', 'data', 'dtype', 'real', 'imag', 'flat']
+        with suppress_warnings() as sup:
+            sup.filter(DeprecationWarning, "Assigning the 'data' attribute")
+            for s in attr:
+                assert_raises(AttributeError, delattr, a, s)
+
+    def test_multiarray_not_writable_attributes_deletion(self):
+        a = np.ones(2)
+        attr = ["ndim", "flags", "itemsize", "size", "nbytes", "base",
+                "ctypes", "T", "__array_interface__", "__array_struct__",
+                "__array_priority__", "__array_finalize__"]
+        for s in attr:
+            assert_raises(AttributeError, delattr, a, s)
+
+    def test_multiarray_flags_writable_attribute_deletion(self):
+        a = np.ones(2).flags
+        attr = ['writebackifcopy', 'updateifcopy', 'aligned', 'writeable']
+        for s in attr:
+            assert_raises(AttributeError, delattr, a, s)
+
+    def test_multiarray_flags_not_writable_attribute_deletion(self):
+        a = np.ones(2).flags
+        attr = ["contiguous", "c_contiguous", "f_contiguous", "fortran",
+                "owndata", "fnc", "forc", "behaved", "carray", "farray",
+                "num"]
+        for s in attr:
+            assert_raises(AttributeError, delattr, a, s)
+
+
+class TestArrayInterface():
+    class Foo:
+        def __init__(self, value):
+            self.value = value
+            self.iface = {'typestr': 'f8'}
+
+        def __float__(self):
+            return float(self.value)
+
+        @property
+        def __array_interface__(self):
+            return self.iface
+
+
+    f = Foo(0.5)
+
+    @pytest.mark.parametrize('val, iface, expected', [
+        (f, {}, 0.5),
+        ([f], {}, [0.5]),
+        ([f, f], {}, [0.5, 0.5]),
+        (f, {'shape': ()}, 0.5),
+        (f, {'shape': None}, TypeError),
+        (f, {'shape': (1, 1)}, [[0.5]]),
+        (f, {'shape': (2,)}, ValueError),
+        (f, {'strides': ()}, 0.5),
+        (f, {'strides': (2,)}, ValueError),
+        (f, {'strides': 16}, TypeError),
+        ])
+    def test_scalar_interface(self, val, iface, expected):
+        # Test scalar coercion within the array interface
+        self.f.iface = {'typestr': 'f8'}
+        self.f.iface.update(iface)
+        if HAS_REFCOUNT:
+            pre_cnt = sys.getrefcount(np.dtype('f8'))
+        if isinstance(expected, type):
+            assert_raises(expected, np.array, val)
+        else:
+            result = np.array(val)
+            assert_equal(np.array(val), expected)
+            assert result.dtype == 'f8'
+            del result
+        if HAS_REFCOUNT:
+            post_cnt = sys.getrefcount(np.dtype('f8'))
+            assert_equal(pre_cnt, post_cnt)
+
+def test_interface_no_shape():
+    class ArrayLike:
+        array = np.array(1)
+        __array_interface__ = array.__array_interface__
+    assert_equal(np.array(ArrayLike()), 1)
+
+
+def test_array_interface_itemsize():
+    # See gh-6361
+    my_dtype = np.dtype({'names': ['A', 'B'], 'formats': ['f4', 'f4'],
+                         'offsets': [0, 8], 'itemsize': 16})
+    a = np.ones(10, dtype=my_dtype)
+    descr_t = np.dtype(a.__array_interface__['descr'])
+    typestr_t = np.dtype(a.__array_interface__['typestr'])
+    assert_equal(descr_t.itemsize, typestr_t.itemsize)
+
+
+def test_array_interface_empty_shape():
+    # See gh-7994
+    arr = np.array([1, 2, 3])
+    interface1 = dict(arr.__array_interface__)
+    interface1['shape'] = ()
+
+    class DummyArray1:
+        __array_interface__ = interface1
+
+    # NOTE: Because Py2 str/Py3 bytes supports the buffer interface, setting
+    # the interface data to bytes would invoke the bug this tests for, that
+    # __array_interface__ with shape=() is not allowed if the data is an object
+    # exposing the buffer interface
+    interface2 = dict(interface1)
+    interface2['data'] = arr[0].tobytes()
+
+    class DummyArray2:
+        __array_interface__ = interface2
+
+    arr1 = np.asarray(DummyArray1())
+    arr2 = np.asarray(DummyArray2())
+    arr3 = arr[:1].reshape(())
+    assert_equal(arr1, arr2)
+    assert_equal(arr1, arr3)
+
+def test_array_interface_offset():
+    arr = np.array([1, 2, 3], dtype='int32')
+    interface = dict(arr.__array_interface__)
+    interface['data'] = memoryview(arr)
+    interface['shape'] = (2,)
+    interface['offset'] = 4
+
+
+    class DummyArray:
+        __array_interface__ = interface
+
+    arr1 = np.asarray(DummyArray())
+    assert_equal(arr1, arr[1:])
+
+def test_array_interface_unicode_typestr():
+    arr = np.array([1, 2, 3], dtype='int32')
+    interface = dict(arr.__array_interface__)
+    interface['typestr'] = '\N{check mark}'
+
+    class DummyArray:
+        __array_interface__ = interface
+
+    # should not be UnicodeEncodeError
+    with pytest.raises(TypeError):
+        np.asarray(DummyArray())
+
+def test_flat_element_deletion():
+    it = np.ones(3).flat
+    try:
+        del it[1]
+        del it[1:2]
+    except TypeError:
+        pass
+    except Exception:
+        raise AssertionError
+
+
+def test_scalar_element_deletion():
+    a = np.zeros(2, dtype=[('x', 'int'), ('y', 'int')])
+    assert_raises(ValueError, a[0].__delitem__, 'x')
+
+
+class TestMapIter:
+    def test_mapiter(self):
+        # The actual tests are within the C code in
+        # multiarray/_multiarray_tests.c.src
+
+        a = np.arange(12).reshape((3, 4)).astype(float)
+        index = ([1, 1, 2, 0],
+                 [0, 0, 2, 3])
+        vals = [50, 50, 30, 16]
+
+        _multiarray_tests.test_inplace_increment(a, index, vals)
+        assert_equal(a, [[0.00, 1., 2.0, 19.],
+                         [104., 5., 6.0, 7.0],
+                         [8.00, 9., 40., 11.]])
+
+        b = np.arange(6).astype(float)
+        index = (np.array([1, 2, 0]),)
+        vals = [50, 4, 100.1]
+        _multiarray_tests.test_inplace_increment(b, index, vals)
+        assert_equal(b, [100.1,  51.,   6.,   3.,   4.,   5.])
+
+
+class TestAsCArray:
+    def test_1darray(self):
+        array = np.arange(24, dtype=np.double)
+        from_c = _multiarray_tests.test_as_c_array(array, 3)
+        assert_equal(array[3], from_c)
+
+    def test_2darray(self):
+        array = np.arange(24, dtype=np.double).reshape(3, 8)
+        from_c = _multiarray_tests.test_as_c_array(array, 2, 4)
+        assert_equal(array[2, 4], from_c)
+
+    def test_3darray(self):
+        array = np.arange(24, dtype=np.double).reshape(2, 3, 4)
+        from_c = _multiarray_tests.test_as_c_array(array, 1, 2, 3)
+        assert_equal(array[1, 2, 3], from_c)
+
+
+class TestConversion:
+    def test_array_scalar_relational_operation(self):
+        # All integer
+        for dt1 in np.typecodes['AllInteger']:
+            assert_(1 > np.array(0, dtype=dt1), "type %s failed" % (dt1,))
+            assert_(not 1 < np.array(0, dtype=dt1), "type %s failed" % (dt1,))
+
+            for dt2 in np.typecodes['AllInteger']:
+                assert_(np.array(1, dtype=dt1) > np.array(0, dtype=dt2),
+                        "type %s and %s failed" % (dt1, dt2))
+                assert_(not np.array(1, dtype=dt1) < np.array(0, dtype=dt2),
+                        "type %s and %s failed" % (dt1, dt2))
+
+        # Unsigned integers
+        for dt1 in 'BHILQP':
+            assert_(-1 < np.array(1, dtype=dt1), "type %s failed" % (dt1,))
+            assert_(not -1 > np.array(1, dtype=dt1), "type %s failed" % (dt1,))
+            assert_(-1 != np.array(1, dtype=dt1), "type %s failed" % (dt1,))
+
+            # Unsigned vs signed
+            for dt2 in 'bhilqp':
+                assert_(np.array(1, dtype=dt1) > np.array(-1, dtype=dt2),
+                        "type %s and %s failed" % (dt1, dt2))
+                assert_(not np.array(1, dtype=dt1) < np.array(-1, dtype=dt2),
+                        "type %s and %s failed" % (dt1, dt2))
+                assert_(np.array(1, dtype=dt1) != np.array(-1, dtype=dt2),
+                        "type %s and %s failed" % (dt1, dt2))
+
+        # Signed integers and floats
+        for dt1 in 'bhlqp' + np.typecodes['Float']:
+            assert_(1 > np.array(-1, dtype=dt1), "type %s failed" % (dt1,))
+            assert_(not 1 < np.array(-1, dtype=dt1), "type %s failed" % (dt1,))
+            assert_(-1 == np.array(-1, dtype=dt1), "type %s failed" % (dt1,))
+
+            for dt2 in 'bhlqp' + np.typecodes['Float']:
+                assert_(np.array(1, dtype=dt1) > np.array(-1, dtype=dt2),
+                        "type %s and %s failed" % (dt1, dt2))
+                assert_(not np.array(1, dtype=dt1) < np.array(-1, dtype=dt2),
+                        "type %s and %s failed" % (dt1, dt2))
+                assert_(np.array(-1, dtype=dt1) == np.array(-1, dtype=dt2),
+                        "type %s and %s failed" % (dt1, dt2))
+
+    def test_to_bool_scalar(self):
+        assert_equal(bool(np.array([False])), False)
+        assert_equal(bool(np.array([True])), True)
+        assert_equal(bool(np.array([[42]])), True)
+        assert_raises(ValueError, bool, np.array([1, 2]))
+
+        class NotConvertible:
+            def __bool__(self):
+                raise NotImplementedError
+
+        assert_raises(NotImplementedError, bool, np.array(NotConvertible()))
+        assert_raises(NotImplementedError, bool, np.array([NotConvertible()]))
+        if IS_PYSTON:
+            pytest.skip("Pyston disables recursion checking")
+
+        self_containing = np.array([None])
+        self_containing[0] = self_containing
+
+        Error = RecursionError
+
+        assert_raises(Error, bool, self_containing)  # previously stack overflow
+        self_containing[0] = None  # resolve circular reference
+
+    def test_to_int_scalar(self):
+        # gh-9972 means that these aren't always the same
+        int_funcs = (int, lambda x: x.__int__())
+        for int_func in int_funcs:
+            assert_equal(int_func(np.array(0)), 0)
+            assert_equal(int_func(np.array([1])), 1)
+            assert_equal(int_func(np.array([[42]])), 42)
+            assert_raises(TypeError, int_func, np.array([1, 2]))
+
+            # gh-9972
+            assert_equal(4, int_func(np.array('4')))
+            assert_equal(5, int_func(np.bytes_(b'5')))
+            assert_equal(6, int_func(np.unicode_(u'6')))
+
+            # The delegation of int() to __trunc__ was deprecated in
+            # Python 3.11.
+            if sys.version_info < (3, 11):
+                class HasTrunc:
+                    def __trunc__(self):
+                        return 3
+                assert_equal(3, int_func(np.array(HasTrunc())))
+                assert_equal(3, int_func(np.array([HasTrunc()])))
+            else:
+                pass
+
+            class NotConvertible:
+                def __int__(self):
+                    raise NotImplementedError
+            assert_raises(NotImplementedError,
+                int_func, np.array(NotConvertible()))
+            assert_raises(NotImplementedError,
+                int_func, np.array([NotConvertible()]))
+
+
+class TestWhere:
+    def test_basic(self):
+        dts = [bool, np.int16, np.int32, np.int64, np.double, np.complex128,
+               np.longdouble, np.clongdouble]
+        for dt in dts:
+            c = np.ones(53, dtype=bool)
+            assert_equal(np.where( c, dt(0), dt(1)), dt(0))
+            assert_equal(np.where(~c, dt(0), dt(1)), dt(1))
+            assert_equal(np.where(True, dt(0), dt(1)), dt(0))
+            assert_equal(np.where(False, dt(0), dt(1)), dt(1))
+            d = np.ones_like(c).astype(dt)
+            e = np.zeros_like(d)
+            r = d.astype(dt)
+            c[7] = False
+            r[7] = e[7]
+            assert_equal(np.where(c, e, e), e)
+            assert_equal(np.where(c, d, e), r)
+            assert_equal(np.where(c, d, e[0]), r)
+            assert_equal(np.where(c, d[0], e), r)
+            assert_equal(np.where(c[::2], d[::2], e[::2]), r[::2])
+            assert_equal(np.where(c[1::2], d[1::2], e[1::2]), r[1::2])
+            assert_equal(np.where(c[::3], d[::3], e[::3]), r[::3])
+            assert_equal(np.where(c[1::3], d[1::3], e[1::3]), r[1::3])
+            assert_equal(np.where(c[::-2], d[::-2], e[::-2]), r[::-2])
+            assert_equal(np.where(c[::-3], d[::-3], e[::-3]), r[::-3])
+            assert_equal(np.where(c[1::-3], d[1::-3], e[1::-3]), r[1::-3])
+
+    def test_exotic(self):
+        # object
+        assert_array_equal(np.where(True, None, None), np.array(None))
+        # zero sized
+        m = np.array([], dtype=bool).reshape(0, 3)
+        b = np.array([], dtype=np.float64).reshape(0, 3)
+        assert_array_equal(np.where(m, 0, b), np.array([]).reshape(0, 3))
+
+        # object cast
+        d = np.array([-1.34, -0.16, -0.54, -0.31, -0.08, -0.95, 0.000, 0.313,
+                      0.547, -0.18, 0.876, 0.236, 1.969, 0.310, 0.699, 1.013,
+                      1.267, 0.229, -1.39, 0.487])
+        nan = float('NaN')
+        e = np.array(['5z', '0l', nan, 'Wz', nan, nan, 'Xq', 'cs', nan, nan,
+                     'QN', nan, nan, 'Fd', nan, nan, 'kp', nan, '36', 'i1'],
+                     dtype=object)
+        m = np.array([0, 0, 1, 0, 1, 1, 0, 0, 1, 1,
+                      0, 1, 1, 0, 1, 1, 0, 1, 0, 0], dtype=bool)
+
+        r = e[:]
+        r[np.where(m)] = d[np.where(m)]
+        assert_array_equal(np.where(m, d, e), r)
+
+        r = e[:]
+        r[np.where(~m)] = d[np.where(~m)]
+        assert_array_equal(np.where(m, e, d), r)
+
+        assert_array_equal(np.where(m, e, e), e)
+
+        # minimal dtype result with NaN scalar (e.g required by pandas)
+        d = np.array([1., 2.], dtype=np.float32)
+        e = float('NaN')
+        assert_equal(np.where(True, d, e).dtype, np.float32)
+        e = float('Infinity')
+        assert_equal(np.where(True, d, e).dtype, np.float32)
+        e = float('-Infinity')
+        assert_equal(np.where(True, d, e).dtype, np.float32)
+        # also check upcast
+        e = float(1e150)
+        assert_equal(np.where(True, d, e).dtype, np.float64)
+
+    def test_ndim(self):
+        c = [True, False]
+        a = np.zeros((2, 25))
+        b = np.ones((2, 25))
+        r = np.where(np.array(c)[:,np.newaxis], a, b)
+        assert_array_equal(r[0], a[0])
+        assert_array_equal(r[1], b[0])
+
+        a = a.T
+        b = b.T
+        r = np.where(c, a, b)
+        assert_array_equal(r[:,0], a[:,0])
+        assert_array_equal(r[:,1], b[:,0])
+
+    def test_dtype_mix(self):
+        c = np.array([False, True, False, False, False, False, True, False,
+                     False, False, True, False])
+        a = np.uint32(1)
+        b = np.array([5., 0., 3., 2., -1., -4., 0., -10., 10., 1., 0., 3.],
+                      dtype=np.float64)
+        r = np.array([5., 1., 3., 2., -1., -4., 1., -10., 10., 1., 1., 3.],
+                     dtype=np.float64)
+        assert_equal(np.where(c, a, b), r)
+
+        a = a.astype(np.float32)
+        b = b.astype(np.int64)
+        assert_equal(np.where(c, a, b), r)
+
+        # non bool mask
+        c = c.astype(int)
+        c[c != 0] = 34242324
+        assert_equal(np.where(c, a, b), r)
+        # invert
+        tmpmask = c != 0
+        c[c == 0] = 41247212
+        c[tmpmask] = 0
+        assert_equal(np.where(c, b, a), r)
+
+    def test_foreign(self):
+        c = np.array([False, True, False, False, False, False, True, False,
+                     False, False, True, False])
+        r = np.array([5., 1., 3., 2., -1., -4., 1., -10., 10., 1., 1., 3.],
+                     dtype=np.float64)
+        a = np.ones(1, dtype='>i4')
+        b = np.array([5., 0., 3., 2., -1., -4., 0., -10., 10., 1., 0., 3.],
+                     dtype=np.float64)
+        assert_equal(np.where(c, a, b), r)
+
+        b = b.astype('>f8')
+        assert_equal(np.where(c, a, b), r)
+
+        a = a.astype('<i4')
+        assert_equal(np.where(c, a, b), r)
+
+        c = c.astype('>i4')
+        assert_equal(np.where(c, a, b), r)
+
+    def test_error(self):
+        c = [True, True]
+        a = np.ones((4, 5))
+        b = np.ones((5, 5))
+        assert_raises(ValueError, np.where, c, a, a)
+        assert_raises(ValueError, np.where, c[0], a, b)
+
+    def test_string(self):
+        # gh-4778 check strings are properly filled with nulls
+        a = np.array("abc")
+        b = np.array("x" * 753)
+        assert_equal(np.where(True, a, b), "abc")
+        assert_equal(np.where(False, b, a), "abc")
+
+        # check native datatype sized strings
+        a = np.array("abcd")
+        b = np.array("x" * 8)
+        assert_equal(np.where(True, a, b), "abcd")
+        assert_equal(np.where(False, b, a), "abcd")
+
+    def test_empty_result(self):
+        # pass empty where result through an assignment which reads the data of
+        # empty arrays, error detectable with valgrind, see gh-8922
+        x = np.zeros((1, 1))
+        ibad = np.vstack(np.where(x == 99.))
+        assert_array_equal(ibad,
+                           np.atleast_2d(np.array([[],[]], dtype=np.intp)))
+
+    def test_largedim(self):
+        # invalid read regression gh-9304
+        shape = [10, 2, 3, 4, 5, 6]
+        np.random.seed(2)
+        array = np.random.rand(*shape)
+
+        for i in range(10):
+            benchmark = array.nonzero()
+            result = array.nonzero()
+            assert_array_equal(benchmark, result)
+
+
+if not IS_PYPY:
+    # sys.getsizeof() is not valid on PyPy
+    class TestSizeOf:
+
+        def test_empty_array(self):
+            x = np.array([])
+            assert_(sys.getsizeof(x) > 0)
+
+        def check_array(self, dtype):
+            elem_size = dtype(0).itemsize
+
+            for length in [10, 50, 100, 500]:
+                x = np.arange(length, dtype=dtype)
+                assert_(sys.getsizeof(x) > length * elem_size)
+
+        def test_array_int32(self):
+            self.check_array(np.int32)
+
+        def test_array_int64(self):
+            self.check_array(np.int64)
+
+        def test_array_float32(self):
+            self.check_array(np.float32)
+
+        def test_array_float64(self):
+            self.check_array(np.float64)
+
+        def test_view(self):
+            d = np.ones(100)
+            assert_(sys.getsizeof(d[...]) < sys.getsizeof(d))
+
+        def test_reshape(self):
+            d = np.ones(100)
+            assert_(sys.getsizeof(d) < sys.getsizeof(d.reshape(100, 1, 1).copy()))
+
+        @_no_tracing
+        def test_resize(self):
+            d = np.ones(100)
+            old = sys.getsizeof(d)
+            d.resize(50)
+            assert_(old > sys.getsizeof(d))
+            d.resize(150)
+            assert_(old < sys.getsizeof(d))
+
+        def test_error(self):
+            d = np.ones(100)
+            assert_raises(TypeError, d.__sizeof__, "a")
+
+
+class TestHashing:
+
+    def test_arrays_not_hashable(self):
+        x = np.ones(3)
+        assert_raises(TypeError, hash, x)
+
+    def test_collections_hashable(self):
+        x = np.array([])
+        assert_(not isinstance(x, collections.abc.Hashable))
+
+
+class TestArrayPriority:
+    # This will go away when __array_priority__ is settled, meanwhile
+    # it serves to check unintended changes.
+    op = operator
+    binary_ops = [
+        op.pow, op.add, op.sub, op.mul, op.floordiv, op.truediv, op.mod,
+        op.and_, op.or_, op.xor, op.lshift, op.rshift, op.mod, op.gt,
+        op.ge, op.lt, op.le, op.ne, op.eq
+        ]
+
+    class Foo(np.ndarray):
+        __array_priority__ = 100.
+
+        def __new__(cls, *args, **kwargs):
+            return np.array(*args, **kwargs).view(cls)
+
+    class Bar(np.ndarray):
+        __array_priority__ = 101.
+
+        def __new__(cls, *args, **kwargs):
+            return np.array(*args, **kwargs).view(cls)
+
+    class Other:
+        __array_priority__ = 1000.
+
+        def _all(self, other):
+            return self.__class__()
+
+        __add__ = __radd__ = _all
+        __sub__ = __rsub__ = _all
+        __mul__ = __rmul__ = _all
+        __pow__ = __rpow__ = _all
+        __div__ = __rdiv__ = _all
+        __mod__ = __rmod__ = _all
+        __truediv__ = __rtruediv__ = _all
+        __floordiv__ = __rfloordiv__ = _all
+        __and__ = __rand__ = _all
+        __xor__ = __rxor__ = _all
+        __or__ = __ror__ = _all
+        __lshift__ = __rlshift__ = _all
+        __rshift__ = __rrshift__ = _all
+        __eq__ = _all
+        __ne__ = _all
+        __gt__ = _all
+        __ge__ = _all
+        __lt__ = _all
+        __le__ = _all
+
+    def test_ndarray_subclass(self):
+        a = np.array([1, 2])
+        b = self.Bar([1, 2])
+        for f in self.binary_ops:
+            msg = repr(f)
+            assert_(isinstance(f(a, b), self.Bar), msg)
+            assert_(isinstance(f(b, a), self.Bar), msg)
+
+    def test_ndarray_other(self):
+        a = np.array([1, 2])
+        b = self.Other()
+        for f in self.binary_ops:
+            msg = repr(f)
+            assert_(isinstance(f(a, b), self.Other), msg)
+            assert_(isinstance(f(b, a), self.Other), msg)
+
+    def test_subclass_subclass(self):
+        a = self.Foo([1, 2])
+        b = self.Bar([1, 2])
+        for f in self.binary_ops:
+            msg = repr(f)
+            assert_(isinstance(f(a, b), self.Bar), msg)
+            assert_(isinstance(f(b, a), self.Bar), msg)
+
+    def test_subclass_other(self):
+        a = self.Foo([1, 2])
+        b = self.Other()
+        for f in self.binary_ops:
+            msg = repr(f)
+            assert_(isinstance(f(a, b), self.Other), msg)
+            assert_(isinstance(f(b, a), self.Other), msg)
+
+
+class TestBytestringArrayNonzero:
+
+    def test_empty_bstring_array_is_falsey(self):
+        assert_(not np.array([''], dtype=str))
+
+    def test_whitespace_bstring_array_is_falsey(self):
+        a = np.array(['spam'], dtype=str)
+        a[0] = '  \0\0'
+        assert_(not a)
+
+    def test_all_null_bstring_array_is_falsey(self):
+        a = np.array(['spam'], dtype=str)
+        a[0] = '\0\0\0\0'
+        assert_(not a)
+
+    def test_null_inside_bstring_array_is_truthy(self):
+        a = np.array(['spam'], dtype=str)
+        a[0] = ' \0 \0'
+        assert_(a)
+
+
+class TestUnicodeEncoding:
+    """
+    Tests for encoding related bugs, such as UCS2 vs UCS4, round-tripping
+    issues, etc
+    """
+    def test_round_trip(self):
+        """ Tests that GETITEM, SETITEM, and PyArray_Scalar roundtrip """
+        # gh-15363
+        arr = np.zeros(shape=(), dtype="U1")
+        for i in range(1, sys.maxunicode + 1):
+            expected = chr(i)
+            arr[()] = expected
+            assert arr[()] == expected
+            assert arr.item() == expected
+
+    def test_assign_scalar(self):
+        # gh-3258
+        l = np.array(['aa', 'bb'])
+        l[:] = np.unicode_('cc')
+        assert_equal(l, ['cc', 'cc'])
+
+    def test_fill_scalar(self):
+        # gh-7227
+        l = np.array(['aa', 'bb'])
+        l.fill(np.unicode_('cc'))
+        assert_equal(l, ['cc', 'cc'])
+
+
+class TestUnicodeArrayNonzero:
+
+    def test_empty_ustring_array_is_falsey(self):
+        assert_(not np.array([''], dtype=np.unicode_))
+
+    def test_whitespace_ustring_array_is_falsey(self):
+        a = np.array(['eggs'], dtype=np.unicode_)
+        a[0] = '  \0\0'
+        assert_(not a)
+
+    def test_all_null_ustring_array_is_falsey(self):
+        a = np.array(['eggs'], dtype=np.unicode_)
+        a[0] = '\0\0\0\0'
+        assert_(not a)
+
+    def test_null_inside_ustring_array_is_truthy(self):
+        a = np.array(['eggs'], dtype=np.unicode_)
+        a[0] = ' \0 \0'
+        assert_(a)
+
+
+class TestFormat:
+
+    def test_0d(self):
+        a = np.array(np.pi)
+        assert_equal('{:0.3g}'.format(a), '3.14')
+        assert_equal('{:0.3g}'.format(a[()]), '3.14')
+
+    def test_1d_no_format(self):
+        a = np.array([np.pi])
+        assert_equal('{}'.format(a), str(a))
+
+    def test_1d_format(self):
+        # until gh-5543, ensure that the behaviour matches what it used to be
+        a = np.array([np.pi])
+        assert_raises(TypeError, '{:30}'.format, a)
+
+from numpy.testing import IS_PYPY
+
+class TestCTypes:
+
+    def test_ctypes_is_available(self):
+        test_arr = np.array([[1, 2, 3], [4, 5, 6]])
+
+        assert_equal(ctypes, test_arr.ctypes._ctypes)
+        assert_equal(tuple(test_arr.ctypes.shape), (2, 3))
+
+    def test_ctypes_is_not_available(self):
+        from numpy.core import _internal
+        _internal.ctypes = None
+        try:
+            test_arr = np.array([[1, 2, 3], [4, 5, 6]])
+
+            assert_(isinstance(test_arr.ctypes._ctypes,
+                               _internal._missing_ctypes))
+            assert_equal(tuple(test_arr.ctypes.shape), (2, 3))
+        finally:
+            _internal.ctypes = ctypes
+
+    def _make_readonly(x):
+        x.flags.writeable = False
+        return x
+
+    @pytest.mark.parametrize('arr', [
+        np.array([1, 2, 3]),
+        np.array([['one', 'two'], ['three', 'four']]),
+        np.array((1, 2), dtype='i4,i4'),
+        np.zeros((2,), dtype=
+            np.dtype(dict(
+                formats=['<i4', '<i4'],
+                names=['a', 'b'],
+                offsets=[0, 2],
+                itemsize=6
+            ))
+        ),
+        np.array([None], dtype=object),
+        np.array([]),
+        np.empty((0, 0)),
+        _make_readonly(np.array([1, 2, 3])),
+    ], ids=[
+        '1d',
+        '2d',
+        'structured',
+        'overlapping',
+        'object',
+        'empty',
+        'empty-2d',
+        'readonly'
+    ])
+    def test_ctypes_data_as_holds_reference(self, arr):
+        # gh-9647
+        # create a copy to ensure that pytest does not mess with the refcounts
+        arr = arr.copy()
+
+        arr_ref = weakref.ref(arr)
+
+        ctypes_ptr = arr.ctypes.data_as(ctypes.c_void_p)
+
+        # `ctypes_ptr` should hold onto `arr`
+        del arr
+        break_cycles()
+        assert_(arr_ref() is not None, "ctypes pointer did not hold onto a reference")
+
+        # but when the `ctypes_ptr` object dies, so should `arr`
+        del ctypes_ptr
+        if IS_PYPY:
+            # Pypy does not recycle arr objects immediately. Trigger gc to
+            # release arr. Cpython uses refcounts. An explicit call to gc
+            # should not be needed here.
+            break_cycles()
+        assert_(arr_ref() is None, "unknowable whether ctypes pointer holds a reference")
+
+    def test_ctypes_as_parameter_holds_reference(self):
+        arr = np.array([None]).copy()
+
+        arr_ref = weakref.ref(arr)
+
+        ctypes_ptr = arr.ctypes._as_parameter_
+
+        # `ctypes_ptr` should hold onto `arr`
+        del arr
+        break_cycles()
+        assert_(arr_ref() is not None, "ctypes pointer did not hold onto a reference")
+
+        # but when the `ctypes_ptr` object dies, so should `arr`
+        del ctypes_ptr
+        if IS_PYPY:
+            break_cycles()
+        assert_(arr_ref() is None, "unknowable whether ctypes pointer holds a reference")
+
+
+class TestWritebackIfCopy:
+    # all these tests use the WRITEBACKIFCOPY mechanism
+    def test_argmax_with_out(self):
+        mat = np.eye(5)
+        out = np.empty(5, dtype='i2')
+        res = np.argmax(mat, 0, out=out)
+        assert_equal(res, range(5))
+
+    def test_argmin_with_out(self):
+        mat = -np.eye(5)
+        out = np.empty(5, dtype='i2')
+        res = np.argmin(mat, 0, out=out)
+        assert_equal(res, range(5))
+
+    def test_insert_noncontiguous(self):
+        a = np.arange(6).reshape(2,3).T # force non-c-contiguous
+        # uses arr_insert
+        np.place(a, a>2, [44, 55])
+        assert_equal(a, np.array([[0, 44], [1, 55], [2, 44]]))
+        # hit one of the failing paths
+        assert_raises(ValueError, np.place, a, a>20, [])
+
+    def test_put_noncontiguous(self):
+        a = np.arange(6).reshape(2,3).T # force non-c-contiguous
+        np.put(a, [0, 2], [44, 55])
+        assert_equal(a, np.array([[44, 3], [55, 4], [2, 5]]))
+
+    def test_putmask_noncontiguous(self):
+        a = np.arange(6).reshape(2,3).T # force non-c-contiguous
+        # uses arr_putmask
+        np.putmask(a, a>2, a**2)
+        assert_equal(a, np.array([[0, 9], [1, 16], [2, 25]]))
+
+    def test_take_mode_raise(self):
+        a = np.arange(6, dtype='int')
+        out = np.empty(2, dtype='int')
+        np.take(a, [0, 2], out=out, mode='raise')
+        assert_equal(out, np.array([0, 2]))
+
+    def test_choose_mod_raise(self):
+        a = np.array([[1, 0, 1], [0, 1, 0], [1, 0, 1]])
+        out = np.empty((3,3), dtype='int')
+        choices = [-10, 10]
+        np.choose(a, choices, out=out, mode='raise')
+        assert_equal(out, np.array([[ 10, -10,  10],
+                                    [-10,  10, -10],
+                                    [ 10, -10,  10]]))
+
+    def test_flatiter__array__(self):
+        a = np.arange(9).reshape(3,3)
+        b = a.T.flat
+        c = b.__array__()
+        # triggers the WRITEBACKIFCOPY resolution, assuming refcount semantics
+        del c
+
+    def test_dot_out(self):
+        # if HAVE_CBLAS, will use WRITEBACKIFCOPY
+        a = np.arange(9, dtype=float).reshape(3,3)
+        b = np.dot(a, a, out=a)
+        assert_equal(b, np.array([[15, 18, 21], [42, 54, 66], [69, 90, 111]]))
+
+    def test_view_assign(self):
+        from numpy.core._multiarray_tests import npy_create_writebackifcopy, npy_resolve
+
+        arr = np.arange(9).reshape(3, 3).T
+        arr_wb = npy_create_writebackifcopy(arr)
+        assert_(arr_wb.flags.writebackifcopy)
+        assert_(arr_wb.base is arr)
+        arr_wb[...] = -100
+        npy_resolve(arr_wb)
+        # arr changes after resolve, even though we assigned to arr_wb
+        assert_equal(arr, -100)
+        # after resolve, the two arrays no longer reference each other
+        assert_(arr_wb.ctypes.data != 0)
+        assert_equal(arr_wb.base, None)
+        # assigning to arr_wb does not get transferred to arr
+        arr_wb[...] = 100
+        assert_equal(arr, -100)
+
+    @pytest.mark.leaks_references(
+            reason="increments self in dealloc; ignore since deprecated path.")
+    def test_dealloc_warning(self):
+        with suppress_warnings() as sup:
+            sup.record(RuntimeWarning)
+            arr = np.arange(9).reshape(3, 3)
+            v = arr.T
+            _multiarray_tests.npy_abuse_writebackifcopy(v)
+            assert len(sup.log) == 1
+
+    def test_view_discard_refcount(self):
+        from numpy.core._multiarray_tests import npy_create_writebackifcopy, npy_discard
+
+        arr = np.arange(9).reshape(3, 3).T
+        orig = arr.copy()
+        if HAS_REFCOUNT:
+            arr_cnt = sys.getrefcount(arr)
+        arr_wb = npy_create_writebackifcopy(arr)
+        assert_(arr_wb.flags.writebackifcopy)
+        assert_(arr_wb.base is arr)
+        arr_wb[...] = -100
+        npy_discard(arr_wb)
+        # arr remains unchanged after discard
+        assert_equal(arr, orig)
+        # after discard, the two arrays no longer reference each other
+        assert_(arr_wb.ctypes.data != 0)
+        assert_equal(arr_wb.base, None)
+        if HAS_REFCOUNT:
+            assert_equal(arr_cnt, sys.getrefcount(arr))
+        # assigning to arr_wb does not get transferred to arr
+        arr_wb[...] = 100
+        assert_equal(arr, orig)
+
+
+class TestArange:
+    def test_infinite(self):
+        assert_raises_regex(
+            ValueError, "size exceeded",
+            np.arange, 0, np.inf
+        )
+
+    def test_nan_step(self):
+        assert_raises_regex(
+            ValueError, "cannot compute length",
+            np.arange, 0, 1, np.nan
+        )
+
+    def test_zero_step(self):
+        assert_raises(ZeroDivisionError, np.arange, 0, 10, 0)
+        assert_raises(ZeroDivisionError, np.arange, 0.0, 10.0, 0.0)
+
+        # empty range
+        assert_raises(ZeroDivisionError, np.arange, 0, 0, 0)
+        assert_raises(ZeroDivisionError, np.arange, 0.0, 0.0, 0.0)
+
+    def test_require_range(self):
+        assert_raises(TypeError, np.arange)
+        assert_raises(TypeError, np.arange, step=3)
+        assert_raises(TypeError, np.arange, dtype='int64')
+        assert_raises(TypeError, np.arange, start=4)
+
+    def test_start_stop_kwarg(self):
+        keyword_stop = np.arange(stop=3)
+        keyword_zerotostop = np.arange(start=0, stop=3)
+        keyword_start_stop = np.arange(start=3, stop=9)
+
+        assert len(keyword_stop) == 3
+        assert len(keyword_zerotostop) == 3
+        assert len(keyword_start_stop) == 6
+        assert_array_equal(keyword_stop, keyword_zerotostop)
+
+
+class TestArrayFinalize:
+    """ Tests __array_finalize__ """
+
+    def test_receives_base(self):
+        # gh-11237
+        class SavesBase(np.ndarray):
+            def __array_finalize__(self, obj):
+                self.saved_base = self.base
+
+        a = np.array(1).view(SavesBase)
+        assert_(a.saved_base is a.base)
+
+    def test_bad_finalize1(self):
+        class BadAttributeArray(np.ndarray):
+            @property
+            def __array_finalize__(self):
+                raise RuntimeError("boohoo!")
+
+        with pytest.raises(TypeError, match="not callable"):
+            np.arange(10).view(BadAttributeArray)
+
+    def test_bad_finalize2(self):
+        class BadAttributeArray(np.ndarray):
+            def __array_finalize__(self):
+                raise RuntimeError("boohoo!")
+
+        with pytest.raises(TypeError, match="takes 1 positional"):
+            np.arange(10).view(BadAttributeArray)
+
+    def test_bad_finalize3(self):
+        class BadAttributeArray(np.ndarray):
+            def __array_finalize__(self, obj):
+                raise RuntimeError("boohoo!")
+
+        with pytest.raises(RuntimeError, match="boohoo!"):
+            np.arange(10).view(BadAttributeArray)
+
+    def test_lifetime_on_error(self):
+        # gh-11237
+        class RaisesInFinalize(np.ndarray):
+            def __array_finalize__(self, obj):
+                # crash, but keep this object alive
+                raise Exception(self)
+
+        # a plain object can't be weakref'd
+        class Dummy: pass
+
+        # get a weak reference to an object within an array
+        obj_arr = np.array(Dummy())
+        obj_ref = weakref.ref(obj_arr[()])
+
+        # get an array that crashed in __array_finalize__
+        with assert_raises(Exception) as e:
+            obj_arr.view(RaisesInFinalize)
+
+        obj_subarray = e.exception.args[0]
+        del e
+        assert_(isinstance(obj_subarray, RaisesInFinalize))
+
+        # reference should still be held by obj_arr
+        break_cycles()
+        assert_(obj_ref() is not None, "object should not already be dead")
+
+        del obj_arr
+        break_cycles()
+        assert_(obj_ref() is not None, "obj_arr should not hold the last reference")
+
+        del obj_subarray
+        break_cycles()
+        assert_(obj_ref() is None, "no references should remain")
+
+    def test_can_use_super(self):
+        class SuperFinalize(np.ndarray):
+            def __array_finalize__(self, obj):
+                self.saved_result = super().__array_finalize__(obj)
+
+        a = np.array(1).view(SuperFinalize)
+        assert_(a.saved_result is None)
+
+
+def test_orderconverter_with_nonASCII_unicode_ordering():
+    # gh-7475
+    a = np.arange(5)
+    assert_raises(ValueError, a.flatten, order=u'\xe2')
+
+
+def test_equal_override():
+    # gh-9153: ndarray.__eq__ uses special logic for structured arrays, which
+    # did not respect overrides with __array_priority__ or __array_ufunc__.
+    # The PR fixed this for __array_priority__ and __array_ufunc__ = None.
+    class MyAlwaysEqual:
+        def __eq__(self, other):
+            return "eq"
+
+        def __ne__(self, other):
+            return "ne"
+
+    class MyAlwaysEqualOld(MyAlwaysEqual):
+        __array_priority__ = 10000
+
+    class MyAlwaysEqualNew(MyAlwaysEqual):
+        __array_ufunc__ = None
+
+    array = np.array([(0, 1), (2, 3)], dtype='i4,i4')
+    for my_always_equal_cls in MyAlwaysEqualOld, MyAlwaysEqualNew:
+        my_always_equal = my_always_equal_cls()
+        assert_equal(my_always_equal == array, 'eq')
+        assert_equal(array == my_always_equal, 'eq')
+        assert_equal(my_always_equal != array, 'ne')
+        assert_equal(array != my_always_equal, 'ne')
+
+
+@pytest.mark.parametrize(
+    ["fun", "npfun"],
+    [
+        (_multiarray_tests.npy_cabs, np.absolute),
+        (_multiarray_tests.npy_carg, np.angle)
+    ]
+)
+@pytest.mark.parametrize("x", [1, np.inf, -np.inf, np.nan])
+@pytest.mark.parametrize("y", [1, np.inf, -np.inf, np.nan])
+@pytest.mark.parametrize("test_dtype", np.complexfloating.__subclasses__())
+def test_npymath_complex(fun, npfun, x, y, test_dtype):
+    # Smoketest npymath functions
+    z = test_dtype(complex(x, y))
+    got = fun(z)
+    expected = npfun(z)
+    assert_allclose(got, expected)
+
+
+def test_npymath_real():
+    # Smoketest npymath functions
+    from numpy.core._multiarray_tests import (
+        npy_log10, npy_cosh, npy_sinh, npy_tan, npy_tanh)
+
+    funcs = {npy_log10: np.log10,
+             npy_cosh: np.cosh,
+             npy_sinh: np.sinh,
+             npy_tan: np.tan,
+             npy_tanh: np.tanh}
+    vals = (1, np.inf, -np.inf, np.nan)
+    types = (np.float32, np.float64, np.longdouble)
+
+    with np.errstate(all='ignore'):
+        for fun, npfun in funcs.items():
+            for x, t in itertools.product(vals, types):
+                z = t(x)
+                got = fun(z)
+                expected = npfun(z)
+                assert_allclose(got, expected)
+
+def test_uintalignment_and_alignment():
+    # alignment code needs to satisfy these requirements:
+    #  1. numpy structs match C struct layout
+    #  2. ufuncs/casting is safe wrt to aligned access
+    #  3. copy code is safe wrt to "uint alidned" access
+    #
+    # Complex types are the main problem, whose alignment may not be the same
+    # as their "uint alignment".
+    #
+    # This test might only fail on certain platforms, where uint64 alignment is
+    # not equal to complex64 alignment. The second 2 tests will only fail
+    # for DEBUG=1.
+
+    d1 = np.dtype('u1,c8', align=True)
+    d2 = np.dtype('u4,c8', align=True)
+    d3 = np.dtype({'names': ['a', 'b'], 'formats': ['u1', d1]}, align=True)
+
+    assert_equal(np.zeros(1, dtype=d1)['f1'].flags['ALIGNED'], True)
+    assert_equal(np.zeros(1, dtype=d2)['f1'].flags['ALIGNED'], True)
+    assert_equal(np.zeros(1, dtype='u1,c8')['f1'].flags['ALIGNED'], False)
+
+    # check that C struct matches numpy struct size
+    s = _multiarray_tests.get_struct_alignments()
+    for d, (alignment, size) in zip([d1,d2,d3], s):
+        assert_equal(d.alignment, alignment)
+        assert_equal(d.itemsize, size)
+
+    # check that ufuncs don't complain in debug mode
+    # (this is probably OK if the aligned flag is true above)
+    src = np.zeros((2,2), dtype=d1)['f1']  # 4-byte aligned, often
+    np.exp(src)  # assert fails?
+
+    # check that copy code doesn't complain in debug mode
+    dst = np.zeros((2,2), dtype='c8')
+    dst[:,1] = src[:,1]  # assert in lowlevel_strided_loops fails?
+
+class TestAlignment:
+    # adapted from scipy._lib.tests.test__util.test__aligned_zeros
+    # Checks that unusual memory alignments don't trip up numpy.
+    # In particular, check RELAXED_STRIDES don't trip alignment assertions in
+    # NDEBUG mode for size-0 arrays (gh-12503)
+
+    def check(self, shape, dtype, order, align):
+        err_msg = repr((shape, dtype, order, align))
+        x = _aligned_zeros(shape, dtype, order, align=align)
+        if align is None:
+            align = np.dtype(dtype).alignment
+        assert_equal(x.__array_interface__['data'][0] % align, 0)
+        if hasattr(shape, '__len__'):
+            assert_equal(x.shape, shape, err_msg)
+        else:
+            assert_equal(x.shape, (shape,), err_msg)
+        assert_equal(x.dtype, dtype)
+        if order == "C":
+            assert_(x.flags.c_contiguous, err_msg)
+        elif order == "F":
+            if x.size > 0:
+                assert_(x.flags.f_contiguous, err_msg)
+        elif order is None:
+            assert_(x.flags.c_contiguous, err_msg)
+        else:
+            raise ValueError()
+
+    def test_various_alignments(self):
+        for align in [1, 2, 3, 4, 8, 12, 16, 32, 64, None]:
+            for n in [0, 1, 3, 11]:
+                for order in ["C", "F", None]:
+                    for dtype in list(np.typecodes["All"]) + ['i4,i4,i4']:
+                        if dtype == 'O':
+                            # object dtype can't be misaligned
+                            continue
+                        for shape in [n, (1, 2, 3, n)]:
+                            self.check(shape, np.dtype(dtype), order, align)
+
+    def test_strided_loop_alignments(self):
+        # particularly test that complex64 and float128 use right alignment
+        # code-paths, since these are particularly problematic. It is useful to
+        # turn on USE_DEBUG for this test, so lowlevel-loop asserts are run.
+        for align in [1, 2, 4, 8, 12, 16, None]:
+            xf64 = _aligned_zeros(3, np.float64)
+
+            xc64 = _aligned_zeros(3, np.complex64, align=align)
+            xf128 = _aligned_zeros(3, np.longdouble, align=align)
+
+            # test casting, both to and from misaligned
+            with suppress_warnings() as sup:
+                sup.filter(np.ComplexWarning, "Casting complex values")
+                xc64.astype('f8')
+            xf64.astype(np.complex64)
+            test = xc64 + xf64
+
+            xf128.astype('f8')
+            xf64.astype(np.longdouble)
+            test = xf128 + xf64
+
+            test = xf128 + xc64
+
+            # test copy, both to and from misaligned
+            # contig copy
+            xf64[:] = xf64.copy()
+            xc64[:] = xc64.copy()
+            xf128[:] = xf128.copy()
+            # strided copy
+            xf64[::2] = xf64[::2].copy()
+            xc64[::2] = xc64[::2].copy()
+            xf128[::2] = xf128[::2].copy()
+
+def test_getfield():
+    a = np.arange(32, dtype='uint16')
+    if sys.byteorder == 'little':
+        i = 0
+        j = 1
+    else:
+        i = 1
+        j = 0
+    b = a.getfield('int8', i)
+    assert_equal(b, a)
+    b = a.getfield('int8', j)
+    assert_equal(b, 0)
+    pytest.raises(ValueError, a.getfield, 'uint8', -1)
+    pytest.raises(ValueError, a.getfield, 'uint8', 16)
+    pytest.raises(ValueError, a.getfield, 'uint64', 0)
+
+
+class TestViewDtype:
+    """
+    Verify that making a view of a non-contiguous array works as expected.
+    """
+    def test_smaller_dtype_multiple(self):
+        # x is non-contiguous
+        x = np.arange(10, dtype='<i4')[::2]
+        with pytest.raises(ValueError,
+                           match='the last axis must be contiguous'):
+            x.view('<i2')
+        expected = [[0, 0], [2, 0], [4, 0], [6, 0], [8, 0]]
+        assert_array_equal(x[:, np.newaxis].view('<i2'), expected)
+
+    def test_smaller_dtype_not_multiple(self):
+        # x is non-contiguous
+        x = np.arange(5, dtype='<i4')[::2]
+
+        with pytest.raises(ValueError,
+                           match='the last axis must be contiguous'):
+            x.view('S3')
+        with pytest.raises(ValueError,
+                           match='When changing to a smaller dtype'):
+            x[:, np.newaxis].view('S3')
+
+        # Make sure the problem is because of the dtype size
+        expected = [[b''], [b'\x02'], [b'\x04']]
+        assert_array_equal(x[:, np.newaxis].view('S4'), expected)
+
+    def test_larger_dtype_multiple(self):
+        # x is non-contiguous in the first dimension, contiguous in the last
+        x = np.arange(20, dtype='<i2').reshape(10, 2)[::2, :]
+        expected = np.array([[65536], [327684], [589832],
+                             [851980], [1114128]], dtype='<i4')
+        assert_array_equal(x.view('<i4'), expected)
+
+    def test_larger_dtype_not_multiple(self):
+        # x is non-contiguous in the first dimension, contiguous in the last
+        x = np.arange(20, dtype='<i2').reshape(10, 2)[::2, :]
+        with pytest.raises(ValueError,
+                           match='When changing to a larger dtype'):
+            x.view('S3')
+        # Make sure the problem is because of the dtype size
+        expected = [[b'\x00\x00\x01'], [b'\x04\x00\x05'], [b'\x08\x00\t'],
+                    [b'\x0c\x00\r'], [b'\x10\x00\x11']]
+        assert_array_equal(x.view('S4'), expected)
+
+    def test_f_contiguous(self):
+        # x is F-contiguous
+        x = np.arange(4 * 3, dtype='<i4').reshape(4, 3).T
+        with pytest.raises(ValueError,
+                           match='the last axis must be contiguous'):
+            x.view('<i2')
+
+    def test_non_c_contiguous(self):
+        # x is contiguous in axis=-1, but not C-contiguous in other axes
+        x = np.arange(2 * 3 * 4, dtype='i1').\
+                    reshape(2, 3, 4).transpose(1, 0, 2)
+        expected = [[[256, 770], [3340, 3854]],
+                    [[1284, 1798], [4368, 4882]],
+                    [[2312, 2826], [5396, 5910]]]
+        assert_array_equal(x.view('<i2'), expected)
+
+
+# Test various array sizes that hit different code paths in quicksort-avx512
+@pytest.mark.parametrize("N", [8, 16, 24, 32, 48, 64, 96, 128, 151, 191,
+                               256, 383, 512, 1023, 2047])
+def test_sort_float(N):
+    # Regular data with nan sprinkled
+    np.random.seed(42)
+    arr = -0.5 + np.random.sample(N).astype('f')
+    arr[np.random.choice(arr.shape[0], 3)] = np.nan
+    assert_equal(np.sort(arr, kind='quick'), np.sort(arr, kind='heap'))
+
+    # (2) with +INF
+    infarr = np.inf*np.ones(N, dtype='f')
+    infarr[np.random.choice(infarr.shape[0], 5)] = -1.0
+    assert_equal(np.sort(infarr, kind='quick'), np.sort(infarr, kind='heap'))
+
+    # (3) with -INF
+    neginfarr = -np.inf*np.ones(N, dtype='f')
+    neginfarr[np.random.choice(neginfarr.shape[0], 5)] = 1.0
+    assert_equal(np.sort(neginfarr, kind='quick'),
+                 np.sort(neginfarr, kind='heap'))
+
+    # (4) with +/-INF
+    infarr = np.inf*np.ones(N, dtype='f')
+    infarr[np.random.choice(infarr.shape[0], (int)(N/2))] = -np.inf
+    assert_equal(np.sort(infarr, kind='quick'), np.sort(infarr, kind='heap'))
+
+
+def test_sort_int():
+    # Random data with NPY_MAX_INT32 and NPY_MIN_INT32 sprinkled
+    rng = np.random.default_rng(42)
+    N = 2047
+    minv = np.iinfo(np.int32).min
+    maxv = np.iinfo(np.int32).max
+    arr = rng.integers(low=minv, high=maxv, size=N).astype('int32')
+    arr[np.random.choice(arr.shape[0], 10)] = minv
+    arr[np.random.choice(arr.shape[0], 10)] = maxv
+    assert_equal(np.sort(arr, kind='quick'), np.sort(arr, kind='heap'))
+
+
+def test_sort_uint():
+    # Random data with NPY_MAX_UINT32 sprinkled
+    rng = np.random.default_rng(42)
+    N = 2047
+    maxv = np.iinfo(np.uint32).max
+    arr = rng.integers(low=0, high=maxv, size=N).astype('uint32')
+    arr[np.random.choice(arr.shape[0], 10)] = maxv
+    assert_equal(np.sort(arr, kind='quick'), np.sort(arr, kind='heap'))
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_nditer.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_nditer.py
new file mode 120000
index 0000000..a61286a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_nditer.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/58/bd/5b/250dd75d08de1ec08538738cc9a979a30644a1153313091d76eab067ee
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_numeric.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_numeric.py
new file mode 120000
index 0000000..a773fc6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_numeric.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d2/d0/43/d7337f5f4b787bea836bd372d84711cde6cf8ac1d24ebce645ef89651b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_numerictypes.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_numerictypes.py
new file mode 120000
index 0000000..107ddd3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_numerictypes.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ae/a7/5d/09a1885cf4c4bf8a1c43d2f34dc68798ba389d7cd7ac485cb3cf4f8b03
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_overrides.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_overrides.py
new file mode 120000
index 0000000..7a4bd32
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_overrides.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7b/19/9e/78404656030a76554c10031eea3cc1070f7d84610862d2ac155a0abcf5
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_print.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_print.py
new file mode 120000
index 0000000..c783ee9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_print.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/51/16/08/3f6057d2e4e49021fff98c18a7a861c9810d695e2c6ab3da0f6ad16d97
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_protocols.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_protocols.py
new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_protocols.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7c/45/c4/f4af6cdb6a22556917f76058fa0d34fae5c22be1f18d9859c716002857
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_records.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_records.py
new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_records.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/15/fc/e7/7fdfbf0bda80bc185c13cfec75b30ff2859416fe4f0baa2bcb42c2dab8
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diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_regression.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_regression.py
new file mode 100644
index 0000000..4388023
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_regression.py
@@ -0,0 +1,2557 @@
+import copy
+import sys
+import gc
+import tempfile
+import pytest
+from os import path
+from io import BytesIO
+from itertools import chain
+
+import numpy as np
+from numpy.testing import (
+        assert_, assert_equal, IS_PYPY, assert_almost_equal,
+        assert_array_equal, assert_array_almost_equal, assert_raises,
+        assert_raises_regex, assert_warns, suppress_warnings,
+        _assert_valid_refcount, HAS_REFCOUNT, IS_PYSTON
+        )
+from numpy.testing._private.utils import _no_tracing, requires_memory
+from numpy.compat import asbytes, asunicode, pickle
+
+
+class TestRegression:
+    def test_invalid_round(self):
+        # Ticket #3
+        v = 4.7599999999999998
+        assert_array_equal(np.array([v]), np.array(v))
+
+    def test_mem_empty(self):
+        # Ticket #7
+        np.empty((1,), dtype=[('x', np.int64)])
+
+    def test_pickle_transposed(self):
+        # Ticket #16
+        a = np.transpose(np.array([[2, 9], [7, 0], [3, 8]]))
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            with BytesIO() as f:
+                pickle.dump(a, f, protocol=proto)
+                f.seek(0)
+                b = pickle.load(f)
+            assert_array_equal(a, b)
+
+    def test_dtype_names(self):
+        # Ticket #35
+        # Should succeed
+        np.dtype([(('name', 'label'), np.int32, 3)])
+
+    def test_reduce(self):
+        # Ticket #40
+        assert_almost_equal(np.add.reduce([1., .5], dtype=None), 1.5)
+
+    def test_zeros_order(self):
+        # Ticket #43
+        np.zeros([3], int, 'C')
+        np.zeros([3], order='C')
+        np.zeros([3], int, order='C')
+
+    def test_asarray_with_order(self):
+        # Check that nothing is done when order='F' and array C/F-contiguous
+        a = np.ones(2)
+        assert_(a is np.asarray(a, order='F'))
+
+    def test_ravel_with_order(self):
+        # Check that ravel works when order='F' and array C/F-contiguous
+        a = np.ones(2)
+        assert_(not a.ravel('F').flags.owndata)
+
+    def test_sort_bigendian(self):
+        # Ticket #47
+        a = np.linspace(0, 10, 11)
+        c = a.astype(np.dtype('<f8'))
+        c.sort()
+        assert_array_almost_equal(c, a)
+
+    def test_negative_nd_indexing(self):
+        # Ticket #49
+        c = np.arange(125).reshape((5, 5, 5))
+        origidx = np.array([-1, 0, 1])
+        idx = np.array(origidx)
+        c[idx]
+        assert_array_equal(idx, origidx)
+
+    def test_char_dump(self):
+        # Ticket #50
+        ca = np.char.array(np.arange(1000, 1010), itemsize=4)
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            with BytesIO() as f:
+                pickle.dump(ca, f, protocol=proto)
+                f.seek(0)
+                ca = np.load(f, allow_pickle=True)
+
+    def test_noncontiguous_fill(self):
+        # Ticket #58.
+        a = np.zeros((5, 3))
+        b = a[:, :2,]
+
+        def rs():
+            b.shape = (10,)
+
+        assert_raises(AttributeError, rs)
+
+    def test_bool(self):
+        # Ticket #60
+        np.bool_(1)  # Should succeed
+
+    def test_indexing1(self):
+        # Ticket #64
+        descr = [('x', [('y', [('z', 'c16', (2,)),]),]),]
+        buffer = ((([6j, 4j],),),)
+        h = np.array(buffer, dtype=descr)
+        h['x']['y']['z']
+
+    def test_indexing2(self):
+        # Ticket #65
+        descr = [('x', 'i4', (2,))]
+        buffer = ([3, 2],)
+        h = np.array(buffer, dtype=descr)
+        h['x']
+
+    def test_round(self):
+        # Ticket #67
+        x = np.array([1+2j])
+        assert_almost_equal(x**(-1), [1/(1+2j)])
+
+    def test_scalar_compare(self):
+        # Trac Ticket #72
+        # https://github.com/numpy/numpy/issues/565
+        a = np.array(['test', 'auto'])
+        assert_array_equal(a == 'auto', np.array([False, True]))
+        assert_(a[1] == 'auto')
+        assert_(a[0] != 'auto')
+        b = np.linspace(0, 10, 11)
+        # This should return true for now, but will eventually raise an error:
+        with suppress_warnings() as sup:
+            sup.filter(FutureWarning)
+            assert_(b != 'auto')
+        assert_(b[0] != 'auto')
+
+    def test_unicode_swapping(self):
+        # Ticket #79
+        ulen = 1
+        ucs_value = u'\U0010FFFF'
+        ua = np.array([[[ucs_value*ulen]*2]*3]*4, dtype='U%s' % ulen)
+        ua.newbyteorder()  # Should succeed.
+
+    def test_object_array_fill(self):
+        # Ticket #86
+        x = np.zeros(1, 'O')
+        x.fill([])
+
+    def test_mem_dtype_align(self):
+        # Ticket #93
+        assert_raises(TypeError, np.dtype,
+                              {'names':['a'], 'formats':['foo']}, align=1)
+
+    def test_endian_bool_indexing(self):
+        # Ticket #105
+        a = np.arange(10., dtype='>f8')
+        b = np.arange(10., dtype='<f8')
+        xa = np.where((a > 2) & (a < 6))
+        xb = np.where((b > 2) & (b < 6))
+        ya = ((a > 2) & (a < 6))
+        yb = ((b > 2) & (b < 6))
+        assert_array_almost_equal(xa, ya.nonzero())
+        assert_array_almost_equal(xb, yb.nonzero())
+        assert_(np.all(a[ya] > 0.5))
+        assert_(np.all(b[yb] > 0.5))
+
+    def test_endian_where(self):
+        # GitHub issue #369
+        net = np.zeros(3, dtype='>f4')
+        net[1] = 0.00458849
+        net[2] = 0.605202
+        max_net = net.max()
+        test = np.where(net <= 0., max_net, net)
+        correct = np.array([ 0.60520202,  0.00458849,  0.60520202])
+        assert_array_almost_equal(test, correct)
+
+    def test_endian_recarray(self):
+        # Ticket #2185
+        dt = np.dtype([
+               ('head', '>u4'),
+               ('data', '>u4', 2),
+            ])
+        buf = np.recarray(1, dtype=dt)
+        buf[0]['head'] = 1
+        buf[0]['data'][:] = [1, 1]
+
+        h = buf[0]['head']
+        d = buf[0]['data'][0]
+        buf[0]['head'] = h
+        buf[0]['data'][0] = d
+        assert_(buf[0]['head'] == 1)
+
+    def test_mem_dot(self):
+        # Ticket #106
+        x = np.random.randn(0, 1)
+        y = np.random.randn(10, 1)
+        # Dummy array to detect bad memory access:
+        _z = np.ones(10)
+        _dummy = np.empty((0, 10))
+        z = np.lib.stride_tricks.as_strided(_z, _dummy.shape, _dummy.strides)
+        np.dot(x, np.transpose(y), out=z)
+        assert_equal(_z, np.ones(10))
+        # Do the same for the built-in dot:
+        np.core.multiarray.dot(x, np.transpose(y), out=z)
+        assert_equal(_z, np.ones(10))
+
+    def test_arange_endian(self):
+        # Ticket #111
+        ref = np.arange(10)
+        x = np.arange(10, dtype='<f8')
+        assert_array_equal(ref, x)
+        x = np.arange(10, dtype='>f8')
+        assert_array_equal(ref, x)
+
+    def test_arange_inf_step(self):
+        ref = np.arange(0, 1, 10)
+        x = np.arange(0, 1, np.inf)
+        assert_array_equal(ref, x)
+
+        ref = np.arange(0, 1, -10)
+        x = np.arange(0, 1, -np.inf)
+        assert_array_equal(ref, x)
+
+        ref = np.arange(0, -1, -10)
+        x = np.arange(0, -1, -np.inf)
+        assert_array_equal(ref, x)
+
+        ref = np.arange(0, -1, 10)
+        x = np.arange(0, -1, np.inf)
+        assert_array_equal(ref, x)
+
+    def test_arange_underflow_stop_and_step(self):
+        finfo = np.finfo(np.float64)
+
+        ref = np.arange(0, finfo.eps, 2 * finfo.eps)
+        x = np.arange(0, finfo.eps, finfo.max)
+        assert_array_equal(ref, x)
+
+        ref = np.arange(0, finfo.eps, -2 * finfo.eps)
+        x = np.arange(0, finfo.eps, -finfo.max)
+        assert_array_equal(ref, x)
+
+        ref = np.arange(0, -finfo.eps, -2 * finfo.eps)
+        x = np.arange(0, -finfo.eps, -finfo.max)
+        assert_array_equal(ref, x)
+
+        ref = np.arange(0, -finfo.eps, 2 * finfo.eps)
+        x = np.arange(0, -finfo.eps, finfo.max)
+        assert_array_equal(ref, x)
+
+    def test_argmax(self):
+        # Ticket #119
+        a = np.random.normal(0, 1, (4, 5, 6, 7, 8))
+        for i in range(a.ndim):
+            a.argmax(i)  # Should succeed
+
+    def test_mem_divmod(self):
+        # Ticket #126
+        for i in range(10):
+            divmod(np.array([i])[0], 10)
+
+    def test_hstack_invalid_dims(self):
+        # Ticket #128
+        x = np.arange(9).reshape((3, 3))
+        y = np.array([0, 0, 0])
+        assert_raises(ValueError, np.hstack, (x, y))
+
+    def test_squeeze_type(self):
+        # Ticket #133
+        a = np.array([3])
+        b = np.array(3)
+        assert_(type(a.squeeze()) is np.ndarray)
+        assert_(type(b.squeeze()) is np.ndarray)
+
+    def test_add_identity(self):
+        # Ticket #143
+        assert_equal(0, np.add.identity)
+
+    def test_numpy_float_python_long_addition(self):
+        # Check that numpy float and python longs can be added correctly.
+        a = np.float_(23.) + 2**135
+        assert_equal(a, 23. + 2**135)
+
+    def test_binary_repr_0(self):
+        # Ticket #151
+        assert_equal('0', np.binary_repr(0))
+
+    def test_rec_iterate(self):
+        # Ticket #160
+        descr = np.dtype([('i', int), ('f', float), ('s', '|S3')])
+        x = np.rec.array([(1, 1.1, '1.0'),
+                         (2, 2.2, '2.0')], dtype=descr)
+        x[0].tolist()
+        [i for i in x[0]]
+
+    def test_unicode_string_comparison(self):
+        # Ticket #190
+        a = np.array('hello', np.unicode_)
+        b = np.array('world')
+        a == b
+
+    def test_tobytes_FORTRANORDER_discontiguous(self):
+        # Fix in r2836
+        # Create non-contiguous Fortran ordered array
+        x = np.array(np.random.rand(3, 3), order='F')[:, :2]
+        assert_array_almost_equal(x.ravel(), np.frombuffer(x.tobytes()))
+
+    def test_flat_assignment(self):
+        # Correct behaviour of ticket #194
+        x = np.empty((3, 1))
+        x.flat = np.arange(3)
+        assert_array_almost_equal(x, [[0], [1], [2]])
+        x.flat = np.arange(3, dtype=float)
+        assert_array_almost_equal(x, [[0], [1], [2]])
+
+    def test_broadcast_flat_assignment(self):
+        # Ticket #194
+        x = np.empty((3, 1))
+
+        def bfa():
+            x[:] = np.arange(3)
+
+        def bfb():
+            x[:] = np.arange(3, dtype=float)
+
+        assert_raises(ValueError, bfa)
+        assert_raises(ValueError, bfb)
+
+    def test_nonarray_assignment(self):
+        # See also Issue gh-2870, test for non-array assignment
+        # and equivalent unsafe casted array assignment
+        a = np.arange(10)
+        b = np.ones(10, dtype=bool)
+        r = np.arange(10)
+
+        def assign(a, b, c):
+            a[b] = c
+
+        assert_raises(ValueError, assign, a, b, np.nan)
+        a[b] = np.array(np.nan)  # but not this.
+        assert_raises(ValueError, assign, a, r, np.nan)
+        a[r] = np.array(np.nan)
+
+    def test_unpickle_dtype_with_object(self):
+        # Implemented in r2840
+        dt = np.dtype([('x', int), ('y', np.object_), ('z', 'O')])
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            with BytesIO() as f:
+                pickle.dump(dt, f, protocol=proto)
+                f.seek(0)
+                dt_ = pickle.load(f)
+            assert_equal(dt, dt_)
+
+    def test_mem_array_creation_invalid_specification(self):
+        # Ticket #196
+        dt = np.dtype([('x', int), ('y', np.object_)])
+        # Wrong way
+        assert_raises(ValueError, np.array, [1, 'object'], dt)
+        # Correct way
+        np.array([(1, 'object')], dt)
+
+    def test_recarray_single_element(self):
+        # Ticket #202
+        a = np.array([1, 2, 3], dtype=np.int32)
+        b = a.copy()
+        r = np.rec.array(a, shape=1, formats=['3i4'], names=['d'])
+        assert_array_equal(a, b)
+        assert_equal(a, r[0][0])
+
+    def test_zero_sized_array_indexing(self):
+        # Ticket #205
+        tmp = np.array([])
+
+        def index_tmp():
+            tmp[np.array(10)]
+
+        assert_raises(IndexError, index_tmp)
+
+    def test_chararray_rstrip(self):
+        # Ticket #222
+        x = np.chararray((1,), 5)
+        x[0] = b'a   '
+        x = x.rstrip()
+        assert_equal(x[0], b'a')
+
+    def test_object_array_shape(self):
+        # Ticket #239
+        assert_equal(np.array([[1, 2], 3, 4], dtype=object).shape, (3,))
+        assert_equal(np.array([[1, 2], [3, 4]], dtype=object).shape, (2, 2))
+        assert_equal(np.array([(1, 2), (3, 4)], dtype=object).shape, (2, 2))
+        assert_equal(np.array([], dtype=object).shape, (0,))
+        assert_equal(np.array([[], [], []], dtype=object).shape, (3, 0))
+        assert_equal(np.array([[3, 4], [5, 6], None], dtype=object).shape, (3,))
+
+    def test_mem_around(self):
+        # Ticket #243
+        x = np.zeros((1,))
+        y = [0]
+        decimal = 6
+        np.around(abs(x-y), decimal) <= 10.0**(-decimal)
+
+    def test_character_array_strip(self):
+        # Ticket #246
+        x = np.char.array(("x", "x ", "x  "))
+        for c in x:
+            assert_equal(c, "x")
+
+    def test_lexsort(self):
+        # Lexsort memory error
+        v = np.array([1, 2, 3, 4, 5, 6, 7, 8, 9, 10])
+        assert_equal(np.lexsort(v), 0)
+
+    def test_lexsort_invalid_sequence(self):
+        # Issue gh-4123
+        class BuggySequence:
+            def __len__(self):
+                return 4
+
+            def __getitem__(self, key):
+                raise KeyError
+
+        assert_raises(KeyError, np.lexsort, BuggySequence())
+
+    def test_lexsort_zerolen_custom_strides(self):
+        # Ticket #14228
+        xs = np.array([], dtype='i8')
+        assert np.lexsort((xs,)).shape[0] == 0 # Works
+
+        xs.strides = (16,)
+        assert np.lexsort((xs,)).shape[0] == 0 # Was: MemoryError
+
+    def test_lexsort_zerolen_custom_strides_2d(self):
+        xs = np.array([], dtype='i8')
+
+        xs.shape = (0, 2)
+        xs.strides = (16, 16)
+        assert np.lexsort((xs,), axis=0).shape[0] == 0
+
+        xs.shape = (2, 0)
+        xs.strides = (16, 16)
+        assert np.lexsort((xs,), axis=0).shape[0] == 2
+
+    def test_lexsort_invalid_axis(self):
+        assert_raises(np.AxisError, np.lexsort, (np.arange(1),), axis=2)
+        assert_raises(np.AxisError, np.lexsort, (np.array([]),), axis=1)
+        assert_raises(np.AxisError, np.lexsort, (np.array(1),), axis=10)
+
+    def test_lexsort_zerolen_element(self):
+        dt = np.dtype([])  # a void dtype with no fields
+        xs = np.empty(4, dt)
+
+        assert np.lexsort((xs,)).shape[0] == xs.shape[0]
+
+    def test_pickle_py2_bytes_encoding(self):
+        # Check that arrays and scalars pickled on Py2 are
+        # unpickleable on Py3 using encoding='bytes'
+
+        test_data = [
+            # (original, py2_pickle)
+            (np.unicode_('\u6f2c'),
+             b"cnumpy.core.multiarray\nscalar\np0\n(cnumpy\ndtype\np1\n"
+             b"(S'U1'\np2\nI0\nI1\ntp3\nRp4\n(I3\nS'<'\np5\nNNNI4\nI4\n"
+             b"I0\ntp6\nbS',o\\x00\\x00'\np7\ntp8\nRp9\n."),
+
+            (np.array([9e123], dtype=np.float64),
+             b"cnumpy.core.multiarray\n_reconstruct\np0\n(cnumpy\nndarray\n"
+             b"p1\n(I0\ntp2\nS'b'\np3\ntp4\nRp5\n(I1\n(I1\ntp6\ncnumpy\ndtype\n"
+             b"p7\n(S'f8'\np8\nI0\nI1\ntp9\nRp10\n(I3\nS'<'\np11\nNNNI-1\nI-1\n"
+             b"I0\ntp12\nbI00\nS'O\\x81\\xb7Z\\xaa:\\xabY'\np13\ntp14\nb."),
+
+            (np.array([(9e123,)], dtype=[('name', float)]),
+             b"cnumpy.core.multiarray\n_reconstruct\np0\n(cnumpy\nndarray\np1\n"
+             b"(I0\ntp2\nS'b'\np3\ntp4\nRp5\n(I1\n(I1\ntp6\ncnumpy\ndtype\np7\n"
+             b"(S'V8'\np8\nI0\nI1\ntp9\nRp10\n(I3\nS'|'\np11\nN(S'name'\np12\ntp13\n"
+             b"(dp14\ng12\n(g7\n(S'f8'\np15\nI0\nI1\ntp16\nRp17\n(I3\nS'<'\np18\nNNNI-1\n"
+             b"I-1\nI0\ntp19\nbI0\ntp20\nsI8\nI1\nI0\ntp21\n"
+             b"bI00\nS'O\\x81\\xb7Z\\xaa:\\xabY'\np22\ntp23\nb."),
+        ]
+
+        for original, data in test_data:
+            result = pickle.loads(data, encoding='bytes')
+            assert_equal(result, original)
+
+            if isinstance(result, np.ndarray) and result.dtype.names is not None:
+                for name in result.dtype.names:
+                    assert_(isinstance(name, str))
+
+    def test_pickle_dtype(self):
+        # Ticket #251
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            pickle.dumps(float, protocol=proto)
+
+    def test_swap_real(self):
+        # Ticket #265
+        assert_equal(np.arange(4, dtype='>c8').imag.max(), 0.0)
+        assert_equal(np.arange(4, dtype='<c8').imag.max(), 0.0)
+        assert_equal(np.arange(4, dtype='>c8').real.max(), 3.0)
+        assert_equal(np.arange(4, dtype='<c8').real.max(), 3.0)
+
+    def test_object_array_from_list(self):
+        # Ticket #270 (gh-868)
+        assert_(np.array([1, None, 'A']).shape == (3,))
+
+    def test_multiple_assign(self):
+        # Ticket #273
+        a = np.zeros((3, 1), int)
+        a[[1, 2]] = 1
+
+    def test_empty_array_type(self):
+        assert_equal(np.array([]).dtype, np.zeros(0).dtype)
+
+    def test_void_copyswap(self):
+        dt = np.dtype([('one', '<i4'), ('two', '<i4')])
+        x = np.array((1, 2), dtype=dt)
+        x = x.byteswap()
+        assert_(x['one'] > 1 and x['two'] > 2)
+
+    def test_method_args(self):
+        # Make sure methods and functions have same default axis
+        # keyword and arguments
+        funcs1 = ['argmax', 'argmin', 'sum', ('product', 'prod'),
+                 ('sometrue', 'any'),
+                 ('alltrue', 'all'), 'cumsum', ('cumproduct', 'cumprod'),
+                 'ptp', 'cumprod', 'prod', 'std', 'var', 'mean',
+                 'round', 'min', 'max', 'argsort', 'sort']
+        funcs2 = ['compress', 'take', 'repeat']
+
+        for func in funcs1:
+            arr = np.random.rand(8, 7)
+            arr2 = arr.copy()
+            if isinstance(func, tuple):
+                func_meth = func[1]
+                func = func[0]
+            else:
+                func_meth = func
+            res1 = getattr(arr, func_meth)()
+            res2 = getattr(np, func)(arr2)
+            if res1 is None:
+                res1 = arr
+
+            if res1.dtype.kind in 'uib':
+                assert_((res1 == res2).all(), func)
+            else:
+                assert_(abs(res1-res2).max() < 1e-8, func)
+
+        for func in funcs2:
+            arr1 = np.random.rand(8, 7)
+            arr2 = np.random.rand(8, 7)
+            res1 = None
+            if func == 'compress':
+                arr1 = arr1.ravel()
+                res1 = getattr(arr2, func)(arr1)
+            else:
+                arr2 = (15*arr2).astype(int).ravel()
+            if res1 is None:
+                res1 = getattr(arr1, func)(arr2)
+            res2 = getattr(np, func)(arr1, arr2)
+            assert_(abs(res1-res2).max() < 1e-8, func)
+
+    def test_mem_lexsort_strings(self):
+        # Ticket #298
+        lst = ['abc', 'cde', 'fgh']
+        np.lexsort((lst,))
+
+    def test_fancy_index(self):
+        # Ticket #302
+        x = np.array([1, 2])[np.array([0])]
+        assert_equal(x.shape, (1,))
+
+    def test_recarray_copy(self):
+        # Ticket #312
+        dt = [('x', np.int16), ('y', np.float64)]
+        ra = np.array([(1, 2.3)], dtype=dt)
+        rb = np.rec.array(ra, dtype=dt)
+        rb['x'] = 2.
+        assert_(ra['x'] != rb['x'])
+
+    def test_rec_fromarray(self):
+        # Ticket #322
+        x1 = np.array([[1, 2], [3, 4], [5, 6]])
+        x2 = np.array(['a', 'dd', 'xyz'])
+        x3 = np.array([1.1, 2, 3])
+        np.rec.fromarrays([x1, x2, x3], formats="(2,)i4,a3,f8")
+
+    def test_object_array_assign(self):
+        x = np.empty((2, 2), object)
+        x.flat[2] = (1, 2, 3)
+        assert_equal(x.flat[2], (1, 2, 3))
+
+    def test_ndmin_float64(self):
+        # Ticket #324
+        x = np.array([1, 2, 3], dtype=np.float64)
+        assert_equal(np.array(x, dtype=np.float32, ndmin=2).ndim, 2)
+        assert_equal(np.array(x, dtype=np.float64, ndmin=2).ndim, 2)
+
+    def test_ndmin_order(self):
+        # Issue #465 and related checks
+        assert_(np.array([1, 2], order='C', ndmin=3).flags.c_contiguous)
+        assert_(np.array([1, 2], order='F', ndmin=3).flags.f_contiguous)
+        assert_(np.array(np.ones((2, 2), order='F'), ndmin=3).flags.f_contiguous)
+        assert_(np.array(np.ones((2, 2), order='C'), ndmin=3).flags.c_contiguous)
+
+    def test_mem_axis_minimization(self):
+        # Ticket #327
+        data = np.arange(5)
+        data = np.add.outer(data, data)
+
+    def test_mem_float_imag(self):
+        # Ticket #330
+        np.float64(1.0).imag
+
+    def test_dtype_tuple(self):
+        # Ticket #334
+        assert_(np.dtype('i4') == np.dtype(('i4', ())))
+
+    def test_dtype_posttuple(self):
+        # Ticket #335
+        np.dtype([('col1', '()i4')])
+
+    def test_numeric_carray_compare(self):
+        # Ticket #341
+        assert_equal(np.array(['X'], 'c'), b'X')
+
+    def test_string_array_size(self):
+        # Ticket #342
+        assert_raises(ValueError,
+                              np.array, [['X'], ['X', 'X', 'X']], '|S1')
+
+    def test_dtype_repr(self):
+        # Ticket #344
+        dt1 = np.dtype(('uint32', 2))
+        dt2 = np.dtype(('uint32', (2,)))
+        assert_equal(dt1.__repr__(), dt2.__repr__())
+
+    def test_reshape_order(self):
+        # Make sure reshape order works.
+        a = np.arange(6).reshape(2, 3, order='F')
+        assert_equal(a, [[0, 2, 4], [1, 3, 5]])
+        a = np.array([[1, 2], [3, 4], [5, 6], [7, 8]])
+        b = a[:, 1]
+        assert_equal(b.reshape(2, 2, order='F'), [[2, 6], [4, 8]])
+
+    def test_reshape_zero_strides(self):
+        # Issue #380, test reshaping of zero strided arrays
+        a = np.ones(1)
+        a = np.lib.stride_tricks.as_strided(a, shape=(5,), strides=(0,))
+        assert_(a.reshape(5, 1).strides[0] == 0)
+
+    def test_reshape_zero_size(self):
+        # GitHub Issue #2700, setting shape failed for 0-sized arrays
+        a = np.ones((0, 2))
+        a.shape = (-1, 2)
+
+    # Cannot test if NPY_RELAXED_STRIDES_DEBUG changes the strides.
+    # With NPY_RELAXED_STRIDES_DEBUG the test becomes superfluous.
+    @pytest.mark.skipif(np.ones(1).strides[0] == np.iinfo(np.intp).max,
+                        reason="Using relaxed stride debug")
+    def test_reshape_trailing_ones_strides(self):
+        # GitHub issue gh-2949, bad strides for trailing ones of new shape
+        a = np.zeros(12, dtype=np.int32)[::2]  # not contiguous
+        strides_c = (16, 8, 8, 8)
+        strides_f = (8, 24, 48, 48)
+        assert_equal(a.reshape(3, 2, 1, 1).strides, strides_c)
+        assert_equal(a.reshape(3, 2, 1, 1, order='F').strides, strides_f)
+        assert_equal(np.array(0, dtype=np.int32).reshape(1, 1).strides, (4, 4))
+
+    def test_repeat_discont(self):
+        # Ticket #352
+        a = np.arange(12).reshape(4, 3)[:, 2]
+        assert_equal(a.repeat(3), [2, 2, 2, 5, 5, 5, 8, 8, 8, 11, 11, 11])
+
+    def test_array_index(self):
+        # Make sure optimization is not called in this case.
+        a = np.array([1, 2, 3])
+        a2 = np.array([[1, 2, 3]])
+        assert_equal(a[np.where(a == 3)], a2[np.where(a2 == 3)])
+
+    def test_object_argmax(self):
+        a = np.array([1, 2, 3], dtype=object)
+        assert_(a.argmax() == 2)
+
+    def test_recarray_fields(self):
+        # Ticket #372
+        dt0 = np.dtype([('f0', 'i4'), ('f1', 'i4')])
+        dt1 = np.dtype([('f0', 'i8'), ('f1', 'i8')])
+        for a in [np.array([(1, 2), (3, 4)], "i4,i4"),
+                  np.rec.array([(1, 2), (3, 4)], "i4,i4"),
+                  np.rec.array([(1, 2), (3, 4)]),
+                  np.rec.fromarrays([(1, 2), (3, 4)], "i4,i4"),
+                  np.rec.fromarrays([(1, 2), (3, 4)])]:
+            assert_(a.dtype in [dt0, dt1])
+
+    def test_random_shuffle(self):
+        # Ticket #374
+        a = np.arange(5).reshape((5, 1))
+        b = a.copy()
+        np.random.shuffle(b)
+        assert_equal(np.sort(b, axis=0), a)
+
+    def test_refcount_vdot(self):
+        # Changeset #3443
+        _assert_valid_refcount(np.vdot)
+
+    def test_startswith(self):
+        ca = np.char.array(['Hi', 'There'])
+        assert_equal(ca.startswith('H'), [True, False])
+
+    def test_noncommutative_reduce_accumulate(self):
+        # Ticket #413
+        tosubtract = np.arange(5)
+        todivide = np.array([2.0, 0.5, 0.25])
+        assert_equal(np.subtract.reduce(tosubtract), -10)
+        assert_equal(np.divide.reduce(todivide), 16.0)
+        assert_array_equal(np.subtract.accumulate(tosubtract),
+            np.array([0, -1, -3, -6, -10]))
+        assert_array_equal(np.divide.accumulate(todivide),
+            np.array([2., 4., 16.]))
+
+    def test_convolve_empty(self):
+        # Convolve should raise an error for empty input array.
+        assert_raises(ValueError, np.convolve, [], [1])
+        assert_raises(ValueError, np.convolve, [1], [])
+
+    def test_multidim_byteswap(self):
+        # Ticket #449
+        r = np.array([(1, (0, 1, 2))], dtype="i2,3i2")
+        assert_array_equal(r.byteswap(),
+                           np.array([(256, (0, 256, 512))], r.dtype))
+
+    def test_string_NULL(self):
+        # Changeset 3557
+        assert_equal(np.array("a\x00\x0b\x0c\x00").item(),
+                     'a\x00\x0b\x0c')
+
+    def test_junk_in_string_fields_of_recarray(self):
+        # Ticket #483
+        r = np.array([[b'abc']], dtype=[('var1', '|S20')])
+        assert_(asbytes(r['var1'][0][0]) == b'abc')
+
+    def test_take_output(self):
+        # Ensure that 'take' honours output parameter.
+        x = np.arange(12).reshape((3, 4))
+        a = np.take(x, [0, 2], axis=1)
+        b = np.zeros_like(a)
+        np.take(x, [0, 2], axis=1, out=b)
+        assert_array_equal(a, b)
+
+    def test_take_object_fail(self):
+        # Issue gh-3001
+        d = 123.
+        a = np.array([d, 1], dtype=object)
+        if HAS_REFCOUNT:
+            ref_d = sys.getrefcount(d)
+        try:
+            a.take([0, 100])
+        except IndexError:
+            pass
+        if HAS_REFCOUNT:
+            assert_(ref_d == sys.getrefcount(d))
+
+    def test_array_str_64bit(self):
+        # Ticket #501
+        s = np.array([1, np.nan], dtype=np.float64)
+        with np.errstate(all='raise'):
+            np.array_str(s)  # Should succeed
+
+    def test_frompyfunc_endian(self):
+        # Ticket #503
+        from math import radians
+        uradians = np.frompyfunc(radians, 1, 1)
+        big_endian = np.array([83.4, 83.5], dtype='>f8')
+        little_endian = np.array([83.4, 83.5], dtype='<f8')
+        assert_almost_equal(uradians(big_endian).astype(float),
+                            uradians(little_endian).astype(float))
+
+    def test_mem_string_arr(self):
+        # Ticket #514
+        s = "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"
+        t = []
+        np.hstack((t, s))
+
+    def test_arr_transpose(self):
+        # Ticket #516
+        x = np.random.rand(*(2,)*16)
+        x.transpose(list(range(16)))  # Should succeed
+
+    def test_string_mergesort(self):
+        # Ticket #540
+        x = np.array(['a']*32)
+        assert_array_equal(x.argsort(kind='m'), np.arange(32))
+
+    def test_argmax_byteorder(self):
+        # Ticket #546
+        a = np.arange(3, dtype='>f')
+        assert_(a[a.argmax()] == a.max())
+
+    def test_rand_seed(self):
+        # Ticket #555
+        for l in np.arange(4):
+            np.random.seed(l)
+
+    def test_mem_deallocation_leak(self):
+        # Ticket #562
+        a = np.zeros(5, dtype=float)
+        b = np.array(a, dtype=float)
+        del a, b
+
+    def test_mem_on_invalid_dtype(self):
+        "Ticket #583"
+        assert_raises(ValueError, np.fromiter, [['12', ''], ['13', '']], str)
+
+    def test_dot_negative_stride(self):
+        # Ticket #588
+        x = np.array([[1, 5, 25, 125., 625]])
+        y = np.array([[20.], [160.], [640.], [1280.], [1024.]])
+        z = y[::-1].copy()
+        y2 = y[::-1]
+        assert_equal(np.dot(x, z), np.dot(x, y2))
+
+    def test_object_casting(self):
+        # This used to trigger the object-type version of
+        # the bitwise_or operation, because float64 -> object
+        # casting succeeds
+        def rs():
+            x = np.ones([484, 286])
+            y = np.zeros([484, 286])
+            x |= y
+
+        assert_raises(TypeError, rs)
+
+    def test_unicode_scalar(self):
+        # Ticket #600
+        x = np.array(["DROND", "DROND1"], dtype="U6")
+        el = x[1]
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            new = pickle.loads(pickle.dumps(el, protocol=proto))
+            assert_equal(new, el)
+
+    def test_arange_non_native_dtype(self):
+        # Ticket #616
+        for T in ('>f4', '<f4'):
+            dt = np.dtype(T)
+            assert_equal(np.arange(0, dtype=dt).dtype, dt)
+            assert_equal(np.arange(0.5, dtype=dt).dtype, dt)
+            assert_equal(np.arange(5, dtype=dt).dtype, dt)
+
+    def test_bool_flat_indexing_invalid_nr_elements(self):
+        s = np.ones(10, dtype=float)
+        x = np.array((15,), dtype=float)
+
+        def ia(x, s, v):
+            x[(s > 0)] = v
+
+        assert_raises(IndexError, ia, x, s, np.zeros(9, dtype=float))
+        assert_raises(IndexError, ia, x, s, np.zeros(11, dtype=float))
+
+        # Old special case (different code path):
+        assert_raises(ValueError, ia, x.flat, s, np.zeros(9, dtype=float))
+        assert_raises(ValueError, ia, x.flat, s, np.zeros(11, dtype=float))
+
+    def test_mem_scalar_indexing(self):
+        # Ticket #603
+        x = np.array([0], dtype=float)
+        index = np.array(0, dtype=np.int32)
+        x[index]
+
+    def test_binary_repr_0_width(self):
+        assert_equal(np.binary_repr(0, width=3), '000')
+
+    def test_fromstring(self):
+        assert_equal(np.fromstring("12:09:09", dtype=int, sep=":"),
+                     [12, 9, 9])
+
+    def test_searchsorted_variable_length(self):
+        x = np.array(['a', 'aa', 'b'])
+        y = np.array(['d', 'e'])
+        assert_equal(x.searchsorted(y), [3, 3])
+
+    def test_string_argsort_with_zeros(self):
+        # Check argsort for strings containing zeros.
+        x = np.frombuffer(b"\x00\x02\x00\x01", dtype="|S2")
+        assert_array_equal(x.argsort(kind='m'), np.array([1, 0]))
+        assert_array_equal(x.argsort(kind='q'), np.array([1, 0]))
+
+    def test_string_sort_with_zeros(self):
+        # Check sort for strings containing zeros.
+        x = np.frombuffer(b"\x00\x02\x00\x01", dtype="|S2")
+        y = np.frombuffer(b"\x00\x01\x00\x02", dtype="|S2")
+        assert_array_equal(np.sort(x, kind="q"), y)
+
+    def test_copy_detection_zero_dim(self):
+        # Ticket #658
+        np.indices((0, 3, 4)).T.reshape(-1, 3)
+
+    def test_flat_byteorder(self):
+        # Ticket #657
+        x = np.arange(10)
+        assert_array_equal(x.astype('>i4'), x.astype('<i4').flat[:])
+        assert_array_equal(x.astype('>i4').flat[:], x.astype('<i4'))
+
+    def test_sign_bit(self):
+        x = np.array([0, -0.0, 0])
+        assert_equal(str(np.abs(x)), '[0. 0. 0.]')
+
+    def test_flat_index_byteswap(self):
+        for dt in (np.dtype('<i4'), np.dtype('>i4')):
+            x = np.array([-1, 0, 1], dtype=dt)
+            assert_equal(x.flat[0].dtype, x[0].dtype)
+
+    def test_copy_detection_corner_case(self):
+        # Ticket #658
+        np.indices((0, 3, 4)).T.reshape(-1, 3)
+
+    # Cannot test if NPY_RELAXED_STRIDES_DEBUG changes the strides.
+    # With NPY_RELAXED_STRIDES_DEBUG the test becomes superfluous,
+    # 0-sized reshape itself is tested elsewhere.
+    @pytest.mark.skipif(np.ones(1).strides[0] == np.iinfo(np.intp).max,
+                        reason="Using relaxed stride debug")
+    def test_copy_detection_corner_case2(self):
+        # Ticket #771: strides are not set correctly when reshaping 0-sized
+        # arrays
+        b = np.indices((0, 3, 4)).T.reshape(-1, 3)
+        assert_equal(b.strides, (3 * b.itemsize, b.itemsize))
+
+    def test_object_array_refcounting(self):
+        # Ticket #633
+        if not hasattr(sys, 'getrefcount'):
+            return
+
+        # NB. this is probably CPython-specific
+
+        cnt = sys.getrefcount
+
+        a = object()
+        b = object()
+        c = object()
+
+        cnt0_a = cnt(a)
+        cnt0_b = cnt(b)
+        cnt0_c = cnt(c)
+
+        # -- 0d -> 1-d broadcast slice assignment
+
+        arr = np.zeros(5, dtype=np.object_)
+
+        arr[:] = a
+        assert_equal(cnt(a), cnt0_a + 5)
+
+        arr[:] = b
+        assert_equal(cnt(a), cnt0_a)
+        assert_equal(cnt(b), cnt0_b + 5)
+
+        arr[:2] = c
+        assert_equal(cnt(b), cnt0_b + 3)
+        assert_equal(cnt(c), cnt0_c + 2)
+
+        del arr
+
+        # -- 1-d -> 2-d broadcast slice assignment
+
+        arr = np.zeros((5, 2), dtype=np.object_)
+        arr0 = np.zeros(2, dtype=np.object_)
+
+        arr0[0] = a
+        assert_(cnt(a) == cnt0_a + 1)
+        arr0[1] = b
+        assert_(cnt(b) == cnt0_b + 1)
+
+        arr[:, :] = arr0
+        assert_(cnt(a) == cnt0_a + 6)
+        assert_(cnt(b) == cnt0_b + 6)
+
+        arr[:, 0] = None
+        assert_(cnt(a) == cnt0_a + 1)
+
+        del arr, arr0
+
+        # -- 2-d copying + flattening
+
+        arr = np.zeros((5, 2), dtype=np.object_)
+
+        arr[:, 0] = a
+        arr[:, 1] = b
+        assert_(cnt(a) == cnt0_a + 5)
+        assert_(cnt(b) == cnt0_b + 5)
+
+        arr2 = arr.copy()
+        assert_(cnt(a) == cnt0_a + 10)
+        assert_(cnt(b) == cnt0_b + 10)
+
+        arr2 = arr[:, 0].copy()
+        assert_(cnt(a) == cnt0_a + 10)
+        assert_(cnt(b) == cnt0_b + 5)
+
+        arr2 = arr.flatten()
+        assert_(cnt(a) == cnt0_a + 10)
+        assert_(cnt(b) == cnt0_b + 10)
+
+        del arr, arr2
+
+        # -- concatenate, repeat, take, choose
+
+        arr1 = np.zeros((5, 1), dtype=np.object_)
+        arr2 = np.zeros((5, 1), dtype=np.object_)
+
+        arr1[...] = a
+        arr2[...] = b
+        assert_(cnt(a) == cnt0_a + 5)
+        assert_(cnt(b) == cnt0_b + 5)
+
+        tmp = np.concatenate((arr1, arr2))
+        assert_(cnt(a) == cnt0_a + 5 + 5)
+        assert_(cnt(b) == cnt0_b + 5 + 5)
+
+        tmp = arr1.repeat(3, axis=0)
+        assert_(cnt(a) == cnt0_a + 5 + 3*5)
+
+        tmp = arr1.take([1, 2, 3], axis=0)
+        assert_(cnt(a) == cnt0_a + 5 + 3)
+
+        x = np.array([[0], [1], [0], [1], [1]], int)
+        tmp = x.choose(arr1, arr2)
+        assert_(cnt(a) == cnt0_a + 5 + 2)
+        assert_(cnt(b) == cnt0_b + 5 + 3)
+
+        del tmp  # Avoid pyflakes unused variable warning
+
+    def test_mem_custom_float_to_array(self):
+        # Ticket 702
+        class MyFloat:
+            def __float__(self):
+                return 1.0
+
+        tmp = np.atleast_1d([MyFloat()])
+        tmp.astype(float)  # Should succeed
+
+    def test_object_array_refcount_self_assign(self):
+        # Ticket #711
+        class VictimObject:
+            deleted = False
+
+            def __del__(self):
+                self.deleted = True
+
+        d = VictimObject()
+        arr = np.zeros(5, dtype=np.object_)
+        arr[:] = d
+        del d
+        arr[:] = arr  # refcount of 'd' might hit zero here
+        assert_(not arr[0].deleted)
+        arr[:] = arr  # trying to induce a segfault by doing it again...
+        assert_(not arr[0].deleted)
+
+    def test_mem_fromiter_invalid_dtype_string(self):
+        x = [1, 2, 3]
+        assert_raises(ValueError,
+                              np.fromiter, [xi for xi in x], dtype='S')
+
+    def test_reduce_big_object_array(self):
+        # Ticket #713
+        oldsize = np.setbufsize(10*16)
+        a = np.array([None]*161, object)
+        assert_(not np.any(a))
+        np.setbufsize(oldsize)
+
+    def test_mem_0d_array_index(self):
+        # Ticket #714
+        np.zeros(10)[np.array(0)]
+
+    def test_nonnative_endian_fill(self):
+        # Non-native endian arrays were incorrectly filled with scalars
+        # before r5034.
+        if sys.byteorder == 'little':
+            dtype = np.dtype('>i4')
+        else:
+            dtype = np.dtype('<i4')
+        x = np.empty([1], dtype=dtype)
+        x.fill(1)
+        assert_equal(x, np.array([1], dtype=dtype))
+
+    def test_dot_alignment_sse2(self):
+        # Test for ticket #551, changeset r5140
+        x = np.zeros((30, 40))
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            y = pickle.loads(pickle.dumps(x, protocol=proto))
+            # y is now typically not aligned on a 8-byte boundary
+            z = np.ones((1, y.shape[0]))
+            # This shouldn't cause a segmentation fault:
+            np.dot(z, y)
+
+    def test_astype_copy(self):
+        # Ticket #788, changeset r5155
+        # The test data file was generated by scipy.io.savemat.
+        # The dtype is float64, but the isbuiltin attribute is 0.
+        data_dir = path.join(path.dirname(__file__), 'data')
+        filename = path.join(data_dir, "astype_copy.pkl")
+        with open(filename, 'rb') as f:
+            xp = pickle.load(f, encoding='latin1')
+        xpd = xp.astype(np.float64)
+        assert_((xp.__array_interface__['data'][0] !=
+                xpd.__array_interface__['data'][0]))
+
+    def test_compress_small_type(self):
+        # Ticket #789, changeset 5217.
+        # compress with out argument segfaulted if cannot cast safely
+        import numpy as np
+        a = np.array([[1, 2], [3, 4]])
+        b = np.zeros((2, 1), dtype=np.single)
+        try:
+            a.compress([True, False], axis=1, out=b)
+            raise AssertionError("compress with an out which cannot be "
+                                 "safely casted should not return "
+                                 "successfully")
+        except TypeError:
+            pass
+
+    def test_attributes(self):
+        # Ticket #791
+        class TestArray(np.ndarray):
+            def __new__(cls, data, info):
+                result = np.array(data)
+                result = result.view(cls)
+                result.info = info
+                return result
+
+            def __array_finalize__(self, obj):
+                self.info = getattr(obj, 'info', '')
+
+        dat = TestArray([[1, 2, 3, 4], [5, 6, 7, 8]], 'jubba')
+        assert_(dat.info == 'jubba')
+        dat.resize((4, 2))
+        assert_(dat.info == 'jubba')
+        dat.sort()
+        assert_(dat.info == 'jubba')
+        dat.fill(2)
+        assert_(dat.info == 'jubba')
+        dat.put([2, 3, 4], [6, 3, 4])
+        assert_(dat.info == 'jubba')
+        dat.setfield(4, np.int32, 0)
+        assert_(dat.info == 'jubba')
+        dat.setflags()
+        assert_(dat.info == 'jubba')
+        assert_(dat.all(1).info == 'jubba')
+        assert_(dat.any(1).info == 'jubba')
+        assert_(dat.argmax(1).info == 'jubba')
+        assert_(dat.argmin(1).info == 'jubba')
+        assert_(dat.argsort(1).info == 'jubba')
+        assert_(dat.astype(TestArray).info == 'jubba')
+        assert_(dat.byteswap().info == 'jubba')
+        assert_(dat.clip(2, 7).info == 'jubba')
+        assert_(dat.compress([0, 1, 1]).info == 'jubba')
+        assert_(dat.conj().info == 'jubba')
+        assert_(dat.conjugate().info == 'jubba')
+        assert_(dat.copy().info == 'jubba')
+        dat2 = TestArray([2, 3, 1, 0], 'jubba')
+        choices = [[0, 1, 2, 3], [10, 11, 12, 13],
+                   [20, 21, 22, 23], [30, 31, 32, 33]]
+        assert_(dat2.choose(choices).info == 'jubba')
+        assert_(dat.cumprod(1).info == 'jubba')
+        assert_(dat.cumsum(1).info == 'jubba')
+        assert_(dat.diagonal().info == 'jubba')
+        assert_(dat.flatten().info == 'jubba')
+        assert_(dat.getfield(np.int32, 0).info == 'jubba')
+        assert_(dat.imag.info == 'jubba')
+        assert_(dat.max(1).info == 'jubba')
+        assert_(dat.mean(1).info == 'jubba')
+        assert_(dat.min(1).info == 'jubba')
+        assert_(dat.newbyteorder().info == 'jubba')
+        assert_(dat.prod(1).info == 'jubba')
+        assert_(dat.ptp(1).info == 'jubba')
+        assert_(dat.ravel().info == 'jubba')
+        assert_(dat.real.info == 'jubba')
+        assert_(dat.repeat(2).info == 'jubba')
+        assert_(dat.reshape((2, 4)).info == 'jubba')
+        assert_(dat.round().info == 'jubba')
+        assert_(dat.squeeze().info == 'jubba')
+        assert_(dat.std(1).info == 'jubba')
+        assert_(dat.sum(1).info == 'jubba')
+        assert_(dat.swapaxes(0, 1).info == 'jubba')
+        assert_(dat.take([2, 3, 5]).info == 'jubba')
+        assert_(dat.transpose().info == 'jubba')
+        assert_(dat.T.info == 'jubba')
+        assert_(dat.var(1).info == 'jubba')
+        assert_(dat.view(TestArray).info == 'jubba')
+        # These methods do not preserve subclasses
+        assert_(type(dat.nonzero()[0]) is np.ndarray)
+        assert_(type(dat.nonzero()[1]) is np.ndarray)
+
+    def test_recarray_tolist(self):
+        # Ticket #793, changeset r5215
+        # Comparisons fail for NaN, so we can't use random memory
+        # for the test.
+        buf = np.zeros(40, dtype=np.int8)
+        a = np.recarray(2, formats="i4,f8,f8", names="id,x,y", buf=buf)
+        b = a.tolist()
+        assert_( a[0].tolist() == b[0])
+        assert_( a[1].tolist() == b[1])
+
+    def test_nonscalar_item_method(self):
+        # Make sure that .item() fails graciously when it should
+        a = np.arange(5)
+        assert_raises(ValueError, a.item)
+
+    def test_char_array_creation(self):
+        a = np.array('123', dtype='c')
+        b = np.array([b'1', b'2', b'3'])
+        assert_equal(a, b)
+
+    def test_unaligned_unicode_access(self):
+        # Ticket #825
+        for i in range(1, 9):
+            msg = 'unicode offset: %d chars' % i
+            t = np.dtype([('a', 'S%d' % i), ('b', 'U2')])
+            x = np.array([(b'a', u'b')], dtype=t)
+            assert_equal(str(x), "[(b'a', 'b')]", err_msg=msg)
+
+    def test_sign_for_complex_nan(self):
+        # Ticket 794.
+        with np.errstate(invalid='ignore'):
+            C = np.array([-np.inf, -2+1j, 0, 2-1j, np.inf, np.nan])
+            have = np.sign(C)
+            want = np.array([-1+0j, -1+0j, 0+0j, 1+0j, 1+0j, np.nan])
+            assert_equal(have, want)
+
+    def test_for_equal_names(self):
+        # Ticket #674
+        dt = np.dtype([('foo', float), ('bar', float)])
+        a = np.zeros(10, dt)
+        b = list(a.dtype.names)
+        b[0] = "notfoo"
+        a.dtype.names = b
+        assert_(a.dtype.names[0] == "notfoo")
+        assert_(a.dtype.names[1] == "bar")
+
+    def test_for_object_scalar_creation(self):
+        # Ticket #816
+        a = np.object_()
+        b = np.object_(3)
+        b2 = np.object_(3.0)
+        c = np.object_([4, 5])
+        d = np.object_([None, {}, []])
+        assert_(a is None)
+        assert_(type(b) is int)
+        assert_(type(b2) is float)
+        assert_(type(c) is np.ndarray)
+        assert_(c.dtype == object)
+        assert_(d.dtype == object)
+
+    def test_array_resize_method_system_error(self):
+        # Ticket #840 - order should be an invalid keyword.
+        x = np.array([[0, 1], [2, 3]])
+        assert_raises(TypeError, x.resize, (2, 2), order='C')
+
+    def test_for_zero_length_in_choose(self):
+        "Ticket #882"
+        a = np.array(1)
+        assert_raises(ValueError, lambda x: x.choose([]), a)
+
+    def test_array_ndmin_overflow(self):
+        "Ticket #947."
+        assert_raises(ValueError, lambda: np.array([1], ndmin=33))
+
+    def test_void_scalar_with_titles(self):
+        # No ticket
+        data = [('john', 4), ('mary', 5)]
+        dtype1 = [(('source:yy', 'name'), 'O'), (('source:xx', 'id'), int)]
+        arr = np.array(data, dtype=dtype1)
+        assert_(arr[0][0] == 'john')
+        assert_(arr[0][1] == 4)
+
+    def test_void_scalar_constructor(self):
+        #Issue #1550
+
+        #Create test string data, construct void scalar from data and assert
+        #that void scalar contains original data.
+        test_string = np.array("test")
+        test_string_void_scalar = np.core.multiarray.scalar(
+            np.dtype(("V", test_string.dtype.itemsize)), test_string.tobytes())
+
+        assert_(test_string_void_scalar.view(test_string.dtype) == test_string)
+
+        #Create record scalar, construct from data and assert that
+        #reconstructed scalar is correct.
+        test_record = np.ones((), "i,i")
+        test_record_void_scalar = np.core.multiarray.scalar(
+            test_record.dtype, test_record.tobytes())
+
+        assert_(test_record_void_scalar == test_record)
+
+        # Test pickle and unpickle of void and record scalars
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            assert_(pickle.loads(
+                pickle.dumps(test_string, protocol=proto)) == test_string)
+            assert_(pickle.loads(
+                pickle.dumps(test_record, protocol=proto)) == test_record)
+
+    @_no_tracing
+    def test_blasdot_uninitialized_memory(self):
+        # Ticket #950
+        for m in [0, 1, 2]:
+            for n in [0, 1, 2]:
+                for k in range(3):
+                    # Try to ensure that x->data contains non-zero floats
+                    x = np.array([123456789e199], dtype=np.float64)
+                    if IS_PYPY:
+                        x.resize((m, 0), refcheck=False)
+                    else:
+                        x.resize((m, 0))
+                    y = np.array([123456789e199], dtype=np.float64)
+                    if IS_PYPY:
+                        y.resize((0, n), refcheck=False)
+                    else:
+                        y.resize((0, n))
+
+                    # `dot` should just return zero (m, n) matrix
+                    z = np.dot(x, y)
+                    assert_(np.all(z == 0))
+                    assert_(z.shape == (m, n))
+
+    def test_zeros(self):
+        # Regression test for #1061.
+        # Set a size which cannot fit into a 64 bits signed integer
+        sz = 2 ** 64
+        with assert_raises_regex(ValueError,
+                                 'Maximum allowed dimension exceeded'):
+            np.empty(sz)
+
+    def test_huge_arange(self):
+        # Regression test for #1062.
+        # Set a size which cannot fit into a 64 bits signed integer
+        sz = 2 ** 64
+        with assert_raises_regex(ValueError,
+                                 'Maximum allowed size exceeded'):
+            np.arange(sz)
+            assert_(np.size == sz)
+
+    def test_fromiter_bytes(self):
+        # Ticket #1058
+        a = np.fromiter(list(range(10)), dtype='b')
+        b = np.fromiter(list(range(10)), dtype='B')
+        assert_(np.alltrue(a == np.array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])))
+        assert_(np.alltrue(b == np.array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])))
+
+    def test_array_from_sequence_scalar_array(self):
+        # Ticket #1078: segfaults when creating an array with a sequence of
+        # 0d arrays.
+        a = np.array((np.ones(2), np.array(2)), dtype=object)
+        assert_equal(a.shape, (2,))
+        assert_equal(a.dtype, np.dtype(object))
+        assert_equal(a[0], np.ones(2))
+        assert_equal(a[1], np.array(2))
+
+        a = np.array(((1,), np.array(1)), dtype=object)
+        assert_equal(a.shape, (2,))
+        assert_equal(a.dtype, np.dtype(object))
+        assert_equal(a[0], (1,))
+        assert_equal(a[1], np.array(1))
+
+    def test_array_from_sequence_scalar_array2(self):
+        # Ticket #1081: weird array with strange input...
+        t = np.array([np.array([]), np.array(0, object)], dtype=object)
+        assert_equal(t.shape, (2,))
+        assert_equal(t.dtype, np.dtype(object))
+
+    def test_array_too_big(self):
+        # Ticket #1080.
+        assert_raises(ValueError, np.zeros, [975]*7, np.int8)
+        assert_raises(ValueError, np.zeros, [26244]*5, np.int8)
+
+    def test_dtype_keyerrors_(self):
+        # Ticket #1106.
+        dt = np.dtype([('f1', np.uint)])
+        assert_raises(KeyError, dt.__getitem__, "f2")
+        assert_raises(IndexError, dt.__getitem__, 1)
+        assert_raises(TypeError, dt.__getitem__, 0.0)
+
+    def test_lexsort_buffer_length(self):
+        # Ticket #1217, don't segfault.
+        a = np.ones(100, dtype=np.int8)
+        b = np.ones(100, dtype=np.int32)
+        i = np.lexsort((a[::-1], b))
+        assert_equal(i, np.arange(100, dtype=int))
+
+    def test_object_array_to_fixed_string(self):
+        # Ticket #1235.
+        a = np.array(['abcdefgh', 'ijklmnop'], dtype=np.object_)
+        b = np.array(a, dtype=(np.str_, 8))
+        assert_equal(a, b)
+        c = np.array(a, dtype=(np.str_, 5))
+        assert_equal(c, np.array(['abcde', 'ijklm']))
+        d = np.array(a, dtype=(np.str_, 12))
+        assert_equal(a, d)
+        e = np.empty((2, ), dtype=(np.str_, 8))
+        e[:] = a[:]
+        assert_equal(a, e)
+
+    def test_unicode_to_string_cast(self):
+        # Ticket #1240.
+        a = np.array([[u'abc', u'\u03a3'],
+                      [u'asdf', u'erw']],
+                     dtype='U')
+        assert_raises(UnicodeEncodeError, np.array, a, 'S4')
+
+    def test_unicode_to_string_cast_error(self):
+        # gh-15790
+        a = np.array([u'\x80'] * 129, dtype='U3')
+        assert_raises(UnicodeEncodeError, np.array, a, 'S')
+        b = a.reshape(3, 43)[:-1, :-1]
+        assert_raises(UnicodeEncodeError, np.array, b, 'S')
+
+    def test_mixed_string_unicode_array_creation(self):
+        a = np.array(['1234', u'123'])
+        assert_(a.itemsize == 16)
+        a = np.array([u'123', '1234'])
+        assert_(a.itemsize == 16)
+        a = np.array(['1234', u'123', '12345'])
+        assert_(a.itemsize == 20)
+        a = np.array([u'123', '1234', u'12345'])
+        assert_(a.itemsize == 20)
+        a = np.array([u'123', '1234', u'1234'])
+        assert_(a.itemsize == 16)
+
+    def test_misaligned_objects_segfault(self):
+        # Ticket #1198 and #1267
+        a1 = np.zeros((10,), dtype='O,c')
+        a2 = np.array(['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j'], 'S10')
+        a1['f0'] = a2
+        repr(a1)
+        np.argmax(a1['f0'])
+        a1['f0'][1] = "FOO"
+        a1['f0'] = "FOO"
+        np.array(a1['f0'], dtype='S')
+        np.nonzero(a1['f0'])
+        a1.sort()
+        copy.deepcopy(a1)
+
+    def test_misaligned_scalars_segfault(self):
+        # Ticket #1267
+        s1 = np.array(('a', 'Foo'), dtype='c,O')
+        s2 = np.array(('b', 'Bar'), dtype='c,O')
+        s1['f1'] = s2['f1']
+        s1['f1'] = 'Baz'
+
+    def test_misaligned_dot_product_objects(self):
+        # Ticket #1267
+        # This didn't require a fix, but it's worth testing anyway, because
+        # it may fail if .dot stops enforcing the arrays to be BEHAVED
+        a = np.array([[(1, 'a'), (0, 'a')], [(0, 'a'), (1, 'a')]], dtype='O,c')
+        b = np.array([[(4, 'a'), (1, 'a')], [(2, 'a'), (2, 'a')]], dtype='O,c')
+        np.dot(a['f0'], b['f0'])
+
+    def test_byteswap_complex_scalar(self):
+        # Ticket #1259 and gh-441
+        for dtype in [np.dtype('<'+t) for t in np.typecodes['Complex']]:
+            z = np.array([2.2-1.1j], dtype)
+            x = z[0]  # always native-endian
+            y = x.byteswap()
+            if x.dtype.byteorder == z.dtype.byteorder:
+                # little-endian machine
+                assert_equal(x, np.frombuffer(y.tobytes(), dtype=dtype.newbyteorder()))
+            else:
+                # big-endian machine
+                assert_equal(x, np.frombuffer(y.tobytes(), dtype=dtype))
+            # double check real and imaginary parts:
+            assert_equal(x.real, y.real.byteswap())
+            assert_equal(x.imag, y.imag.byteswap())
+
+    def test_structured_arrays_with_objects1(self):
+        # Ticket #1299
+        stra = 'aaaa'
+        strb = 'bbbb'
+        x = np.array([[(0, stra), (1, strb)]], 'i8,O')
+        x[x.nonzero()] = x.ravel()[:1]
+        assert_(x[0, 1] == x[0, 0])
+
+    @pytest.mark.skipif(not HAS_REFCOUNT, reason="Python lacks refcounts")
+    def test_structured_arrays_with_objects2(self):
+        # Ticket #1299 second test
+        stra = 'aaaa'
+        strb = 'bbbb'
+        numb = sys.getrefcount(strb)
+        numa = sys.getrefcount(stra)
+        x = np.array([[(0, stra), (1, strb)]], 'i8,O')
+        x[x.nonzero()] = x.ravel()[:1]
+        assert_(sys.getrefcount(strb) == numb)
+        assert_(sys.getrefcount(stra) == numa + 2)
+
+    def test_duplicate_title_and_name(self):
+        # Ticket #1254
+        dtspec = [(('a', 'a'), 'i'), ('b', 'i')]
+        assert_raises(ValueError, np.dtype, dtspec)
+
+    def test_signed_integer_division_overflow(self):
+        # Ticket #1317.
+        def test_type(t):
+            min = np.array([np.iinfo(t).min])
+            min //= -1
+
+        with np.errstate(over="ignore"):
+            for t in (np.int8, np.int16, np.int32, np.int64, int):
+                test_type(t)
+
+    def test_buffer_hashlib(self):
+        from hashlib import sha256
+
+        x = np.array([1, 2, 3], dtype=np.dtype('<i4'))
+        assert_equal(sha256(x).hexdigest(), '4636993d3e1da4e9d6b8f87b79e8f7c6d018580d52661950eabc3845c5897a4d')
+
+    def test_0d_string_scalar(self):
+        # Bug #1436; the following should succeed
+        np.asarray('x', '>c')
+
+    def test_log1p_compiler_shenanigans(self):
+        # Check if log1p is behaving on 32 bit intel systems.
+        assert_(np.isfinite(np.log1p(np.exp2(-53))))
+
+    def test_fromiter_comparison(self):
+        a = np.fromiter(list(range(10)), dtype='b')
+        b = np.fromiter(list(range(10)), dtype='B')
+        assert_(np.alltrue(a == np.array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])))
+        assert_(np.alltrue(b == np.array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])))
+
+    def test_fromstring_crash(self):
+        # Ticket #1345: the following should not cause a crash
+        with assert_warns(DeprecationWarning):
+            np.fromstring(b'aa, aa, 1.0', sep=',')
+
+    def test_ticket_1539(self):
+        dtypes = [x for x in np.sctypeDict.values()
+                  if (issubclass(x, np.number)
+                      and not issubclass(x, np.timedelta64))]
+        a = np.array([], np.bool_)  # not x[0] because it is unordered
+        failures = []
+
+        for x in dtypes:
+            b = a.astype(x)
+            for y in dtypes:
+                c = a.astype(y)
+                try:
+                    np.dot(b, c)
+                except TypeError:
+                    failures.append((x, y))
+        if failures:
+            raise AssertionError("Failures: %r" % failures)
+
+    def test_ticket_1538(self):
+        x = np.finfo(np.float32)
+        for name in 'eps epsneg max min resolution tiny'.split():
+            assert_equal(type(getattr(x, name)), np.float32,
+                         err_msg=name)
+
+    def test_ticket_1434(self):
+        # Check that the out= argument in var and std has an effect
+        data = np.array(((1, 2, 3), (4, 5, 6), (7, 8, 9)))
+        out = np.zeros((3,))
+
+        ret = data.var(axis=1, out=out)
+        assert_(ret is out)
+        assert_array_equal(ret, data.var(axis=1))
+
+        ret = data.std(axis=1, out=out)
+        assert_(ret is out)
+        assert_array_equal(ret, data.std(axis=1))
+
+    def test_complex_nan_maximum(self):
+        cnan = complex(0, np.nan)
+        assert_equal(np.maximum(1, cnan), cnan)
+
+    def test_subclass_int_tuple_assignment(self):
+        # ticket #1563
+        class Subclass(np.ndarray):
+            def __new__(cls, i):
+                return np.ones((i,)).view(cls)
+
+        x = Subclass(5)
+        x[(0,)] = 2  # shouldn't raise an exception
+        assert_equal(x[0], 2)
+
+    def test_ufunc_no_unnecessary_views(self):
+        # ticket #1548
+        class Subclass(np.ndarray):
+            pass
+        x = np.array([1, 2, 3]).view(Subclass)
+        y = np.add(x, x, x)
+        assert_equal(id(x), id(y))
+
+    @pytest.mark.skipif(not HAS_REFCOUNT, reason="Python lacks refcounts")
+    def test_take_refcount(self):
+        # ticket #939
+        a = np.arange(16, dtype=float)
+        a.shape = (4, 4)
+        lut = np.ones((5 + 3, 4), float)
+        rgba = np.empty(shape=a.shape + (4,), dtype=lut.dtype)
+        c1 = sys.getrefcount(rgba)
+        try:
+            lut.take(a, axis=0, mode='clip', out=rgba)
+        except TypeError:
+            pass
+        c2 = sys.getrefcount(rgba)
+        assert_equal(c1, c2)
+
+    def test_fromfile_tofile_seeks(self):
+        # On Python 3, tofile/fromfile used to get (#1610) the Python
+        # file handle out of sync
+        f0 = tempfile.NamedTemporaryFile()
+        f = f0.file
+        f.write(np.arange(255, dtype='u1').tobytes())
+
+        f.seek(20)
+        ret = np.fromfile(f, count=4, dtype='u1')
+        assert_equal(ret, np.array([20, 21, 22, 23], dtype='u1'))
+        assert_equal(f.tell(), 24)
+
+        f.seek(40)
+        np.array([1, 2, 3], dtype='u1').tofile(f)
+        assert_equal(f.tell(), 43)
+
+        f.seek(40)
+        data = f.read(3)
+        assert_equal(data, b"\x01\x02\x03")
+
+        f.seek(80)
+        f.read(4)
+        data = np.fromfile(f, dtype='u1', count=4)
+        assert_equal(data, np.array([84, 85, 86, 87], dtype='u1'))
+
+        f.close()
+
+    def test_complex_scalar_warning(self):
+        for tp in [np.csingle, np.cdouble, np.clongdouble]:
+            x = tp(1+2j)
+            assert_warns(np.ComplexWarning, float, x)
+            with suppress_warnings() as sup:
+                sup.filter(np.ComplexWarning)
+                assert_equal(float(x), float(x.real))
+
+    def test_complex_scalar_complex_cast(self):
+        for tp in [np.csingle, np.cdouble, np.clongdouble]:
+            x = tp(1+2j)
+            assert_equal(complex(x), 1+2j)
+
+    def test_complex_boolean_cast(self):
+        # Ticket #2218
+        for tp in [np.csingle, np.cdouble, np.clongdouble]:
+            x = np.array([0, 0+0.5j, 0.5+0j], dtype=tp)
+            assert_equal(x.astype(bool), np.array([0, 1, 1], dtype=bool))
+            assert_(np.any(x))
+            assert_(np.all(x[1:]))
+
+    def test_uint_int_conversion(self):
+        x = 2**64 - 1
+        assert_equal(int(np.uint64(x)), x)
+
+    def test_duplicate_field_names_assign(self):
+        ra = np.fromiter(((i*3, i*2) for i in range(10)), dtype='i8,f8')
+        ra.dtype.names = ('f1', 'f2')
+        repr(ra)  # should not cause a segmentation fault
+        assert_raises(ValueError, setattr, ra.dtype, 'names', ('f1', 'f1'))
+
+    def test_eq_string_and_object_array(self):
+        # From e-mail thread "__eq__ with str and object" (Keith Goodman)
+        a1 = np.array(['a', 'b'], dtype=object)
+        a2 = np.array(['a', 'c'])
+        assert_array_equal(a1 == a2, [True, False])
+        assert_array_equal(a2 == a1, [True, False])
+
+    def test_nonzero_byteswap(self):
+        a = np.array([0x80000000, 0x00000080, 0], dtype=np.uint32)
+        a.dtype = np.float32
+        assert_equal(a.nonzero()[0], [1])
+        a = a.byteswap().newbyteorder()
+        assert_equal(a.nonzero()[0], [1])  # [0] if nonzero() ignores swap
+
+    def test_find_common_type_boolean(self):
+        # Ticket #1695
+        assert_(np.find_common_type([], ['?', '?']) == '?')
+
+    def test_empty_mul(self):
+        a = np.array([1.])
+        a[1:1] *= 2
+        assert_equal(a, [1.])
+
+    def test_array_side_effect(self):
+        # The second use of itemsize was throwing an exception because in
+        # ctors.c, discover_itemsize was calling PyObject_Length without
+        # checking the return code.  This failed to get the length of the
+        # number 2, and the exception hung around until something checked
+        # PyErr_Occurred() and returned an error.
+        assert_equal(np.dtype('S10').itemsize, 10)
+        np.array([['abc', 2], ['long   ', '0123456789']], dtype=np.string_)
+        assert_equal(np.dtype('S10').itemsize, 10)
+
+    def test_any_float(self):
+        # all and any for floats
+        a = np.array([0.1, 0.9])
+        assert_(np.any(a))
+        assert_(np.all(a))
+
+    def test_large_float_sum(self):
+        a = np.arange(10000, dtype='f')
+        assert_equal(a.sum(dtype='d'), a.astype('d').sum())
+
+    def test_ufunc_casting_out(self):
+        a = np.array(1.0, dtype=np.float32)
+        b = np.array(1.0, dtype=np.float64)
+        c = np.array(1.0, dtype=np.float32)
+        np.add(a, b, out=c)
+        assert_equal(c, 2.0)
+
+    def test_array_scalar_contiguous(self):
+        # Array scalars are both C and Fortran contiguous
+        assert_(np.array(1.0).flags.c_contiguous)
+        assert_(np.array(1.0).flags.f_contiguous)
+        assert_(np.array(np.float32(1.0)).flags.c_contiguous)
+        assert_(np.array(np.float32(1.0)).flags.f_contiguous)
+
+    def test_squeeze_contiguous(self):
+        # Similar to GitHub issue #387
+        a = np.zeros((1, 2)).squeeze()
+        b = np.zeros((2, 2, 2), order='F')[:, :, ::2].squeeze()
+        assert_(a.flags.c_contiguous)
+        assert_(a.flags.f_contiguous)
+        assert_(b.flags.f_contiguous)
+
+    def test_squeeze_axis_handling(self):
+        # Issue #10779
+        # Ensure proper handling of objects
+        # that don't support axis specification
+        # when squeezing
+
+        class OldSqueeze(np.ndarray):
+
+            def __new__(cls,
+                        input_array):
+                obj = np.asarray(input_array).view(cls)
+                return obj
+
+            # it is perfectly reasonable that prior
+            # to numpy version 1.7.0 a subclass of ndarray
+            # might have been created that did not expect
+            # squeeze to have an axis argument
+            # NOTE: this example is somewhat artificial;
+            # it is designed to simulate an old API
+            # expectation to guard against regression
+            def squeeze(self):
+                return super().squeeze()
+
+        oldsqueeze = OldSqueeze(np.array([[1],[2],[3]]))
+
+        # if no axis argument is specified the old API
+        # expectation should give the correct result
+        assert_equal(np.squeeze(oldsqueeze),
+                     np.array([1,2,3]))
+
+        # likewise, axis=None should work perfectly well
+        # with the old API expectation
+        assert_equal(np.squeeze(oldsqueeze, axis=None),
+                     np.array([1,2,3]))
+
+        # however, specification of any particular axis
+        # should raise a TypeError in the context of the
+        # old API specification, even when using a valid
+        # axis specification like 1 for this array
+        with assert_raises(TypeError):
+            # this would silently succeed for array
+            # subclasses / objects that did not support
+            # squeeze axis argument handling before fixing
+            # Issue #10779
+            np.squeeze(oldsqueeze, axis=1)
+
+        # check for the same behavior when using an invalid
+        # axis specification -- in this case axis=0 does not
+        # have size 1, but the priority should be to raise
+        # a TypeError for the axis argument and NOT a
+        # ValueError for squeezing a non-empty dimension
+        with assert_raises(TypeError):
+            np.squeeze(oldsqueeze, axis=0)
+
+        # the new API knows how to handle the axis
+        # argument and will return a ValueError if
+        # attempting to squeeze an axis that is not
+        # of length 1
+        with assert_raises(ValueError):
+            np.squeeze(np.array([[1],[2],[3]]), axis=0)
+
+    def test_reduce_contiguous(self):
+        # GitHub issue #387
+        a = np.add.reduce(np.zeros((2, 1, 2)), (0, 1))
+        b = np.add.reduce(np.zeros((2, 1, 2)), 1)
+        assert_(a.flags.c_contiguous)
+        assert_(a.flags.f_contiguous)
+        assert_(b.flags.c_contiguous)
+
+    @pytest.mark.skipif(IS_PYSTON, reason="Pyston disables recursion checking")
+    def test_object_array_self_reference(self):
+        # Object arrays with references to themselves can cause problems
+        a = np.array(0, dtype=object)
+        a[()] = a
+        assert_raises(RecursionError, int, a)
+        assert_raises(RecursionError, float, a)
+        a[()] = None
+
+    @pytest.mark.skipif(IS_PYSTON, reason="Pyston disables recursion checking")
+    def test_object_array_circular_reference(self):
+        # Test the same for a circular reference.
+        a = np.array(0, dtype=object)
+        b = np.array(0, dtype=object)
+        a[()] = b
+        b[()] = a
+        assert_raises(RecursionError, int, a)
+        # NumPy has no tp_traverse currently, so circular references
+        # cannot be detected. So resolve it:
+        a[()] = None
+
+        # This was causing a to become like the above
+        a = np.array(0, dtype=object)
+        a[...] += 1
+        assert_equal(a, 1)
+
+    def test_object_array_nested(self):
+        # but is fine with a reference to a different array
+        a = np.array(0, dtype=object)
+        b = np.array(0, dtype=object)
+        a[()] = b
+        assert_equal(int(a), int(0))
+        assert_equal(float(a), float(0))
+
+    def test_object_array_self_copy(self):
+        # An object array being copied into itself DECREF'ed before INCREF'ing
+        # causing segmentation faults (gh-3787)
+        a = np.array(object(), dtype=object)
+        np.copyto(a, a)
+        if HAS_REFCOUNT:
+            assert_(sys.getrefcount(a[()]) == 2)
+        a[()].__class__  # will segfault if object was deleted
+
+    def test_zerosize_accumulate(self):
+        "Ticket #1733"
+        x = np.array([[42, 0]], dtype=np.uint32)
+        assert_equal(np.add.accumulate(x[:-1, 0]), [])
+
+    def test_objectarray_setfield(self):
+        # Setfield should not overwrite Object fields with non-Object data
+        x = np.array([1, 2, 3], dtype=object)
+        assert_raises(TypeError, x.setfield, 4, np.int32, 0)
+
+    def test_setting_rank0_string(self):
+        "Ticket #1736"
+        s1 = b"hello1"
+        s2 = b"hello2"
+        a = np.zeros((), dtype="S10")
+        a[()] = s1
+        assert_equal(a, np.array(s1))
+        a[()] = np.array(s2)
+        assert_equal(a, np.array(s2))
+
+        a = np.zeros((), dtype='f4')
+        a[()] = 3
+        assert_equal(a, np.array(3))
+        a[()] = np.array(4)
+        assert_equal(a, np.array(4))
+
+    def test_string_astype(self):
+        "Ticket #1748"
+        s1 = b'black'
+        s2 = b'white'
+        s3 = b'other'
+        a = np.array([[s1], [s2], [s3]])
+        assert_equal(a.dtype, np.dtype('S5'))
+        b = a.astype(np.dtype('S0'))
+        assert_equal(b.dtype, np.dtype('S5'))
+
+    def test_ticket_1756(self):
+        # Ticket #1756
+        s = b'0123456789abcdef'
+        a = np.array([s]*5)
+        for i in range(1, 17):
+            a1 = np.array(a, "|S%d" % i)
+            a2 = np.array([s[:i]]*5)
+            assert_equal(a1, a2)
+
+    def test_fields_strides(self):
+        "gh-2355"
+        r = np.frombuffer(b'abcdefghijklmnop'*4*3, dtype='i4,(2,3)u2')
+        assert_equal(r[0:3:2]['f1'], r['f1'][0:3:2])
+        assert_equal(r[0:3:2]['f1'][0], r[0:3:2][0]['f1'])
+        assert_equal(r[0:3:2]['f1'][0][()], r[0:3:2][0]['f1'][()])
+        assert_equal(r[0:3:2]['f1'][0].strides, r[0:3:2][0]['f1'].strides)
+
+    def test_alignment_update(self):
+        # Check that alignment flag is updated on stride setting
+        a = np.arange(10)
+        assert_(a.flags.aligned)
+        a.strides = 3
+        assert_(not a.flags.aligned)
+
+    def test_ticket_1770(self):
+        "Should not segfault on python 3k"
+        import numpy as np
+        try:
+            a = np.zeros((1,), dtype=[('f1', 'f')])
+            a['f1'] = 1
+            a['f2'] = 1
+        except ValueError:
+            pass
+        except Exception:
+            raise AssertionError
+
+    def test_ticket_1608(self):
+        "x.flat shouldn't modify data"
+        x = np.array([[1, 2], [3, 4]]).T
+        np.array(x.flat)
+        assert_equal(x, [[1, 3], [2, 4]])
+
+    def test_pickle_string_overwrite(self):
+        import re
+
+        data = np.array([1], dtype='b')
+        blob = pickle.dumps(data, protocol=1)
+        data = pickle.loads(blob)
+
+        # Check that loads does not clobber interned strings
+        s = re.sub("a(.)", "\x01\\1", "a_")
+        assert_equal(s[0], "\x01")
+        data[0] = 0xbb
+        s = re.sub("a(.)", "\x01\\1", "a_")
+        assert_equal(s[0], "\x01")
+
+    def test_pickle_bytes_overwrite(self):
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            data = np.array([1], dtype='b')
+            data = pickle.loads(pickle.dumps(data, protocol=proto))
+            data[0] = 0xdd
+            bytestring = "\x01  ".encode('ascii')
+            assert_equal(bytestring[0:1], '\x01'.encode('ascii'))
+
+    def test_pickle_py2_array_latin1_hack(self):
+        # Check that unpickling hacks in Py3 that support
+        # encoding='latin1' work correctly.
+
+        # Python2 output for pickle.dumps(numpy.array([129], dtype='b'))
+        data = (b"cnumpy.core.multiarray\n_reconstruct\np0\n(cnumpy\nndarray\np1\n(I0\n"
+                b"tp2\nS'b'\np3\ntp4\nRp5\n(I1\n(I1\ntp6\ncnumpy\ndtype\np7\n(S'i1'\np8\n"
+                b"I0\nI1\ntp9\nRp10\n(I3\nS'|'\np11\nNNNI-1\nI-1\nI0\ntp12\nbI00\nS'\\x81'\n"
+                b"p13\ntp14\nb.")
+        # This should work:
+        result = pickle.loads(data, encoding='latin1')
+        assert_array_equal(result, np.array([129], dtype='b'))
+        # Should not segfault:
+        assert_raises(Exception, pickle.loads, data, encoding='koi8-r')
+
+    def test_pickle_py2_scalar_latin1_hack(self):
+        # Check that scalar unpickling hack in Py3 that supports
+        # encoding='latin1' work correctly.
+
+        # Python2 output for pickle.dumps(...)
+        datas = [
+            # (original, python2_pickle, koi8r_validity)
+            (np.unicode_('\u6bd2'),
+             (b"cnumpy.core.multiarray\nscalar\np0\n(cnumpy\ndtype\np1\n"
+              b"(S'U1'\np2\nI0\nI1\ntp3\nRp4\n(I3\nS'<'\np5\nNNNI4\nI4\nI0\n"
+              b"tp6\nbS'\\xd2k\\x00\\x00'\np7\ntp8\nRp9\n."),
+             'invalid'),
+
+            (np.float64(9e123),
+             (b"cnumpy.core.multiarray\nscalar\np0\n(cnumpy\ndtype\np1\n(S'f8'\n"
+              b"p2\nI0\nI1\ntp3\nRp4\n(I3\nS'<'\np5\nNNNI-1\nI-1\nI0\ntp6\n"
+              b"bS'O\\x81\\xb7Z\\xaa:\\xabY'\np7\ntp8\nRp9\n."),
+             'invalid'),
+
+            (np.bytes_(b'\x9c'),  # different 8-bit code point in KOI8-R vs latin1
+             (b"cnumpy.core.multiarray\nscalar\np0\n(cnumpy\ndtype\np1\n(S'S1'\np2\n"
+              b"I0\nI1\ntp3\nRp4\n(I3\nS'|'\np5\nNNNI1\nI1\nI0\ntp6\nbS'\\x9c'\np7\n"
+              b"tp8\nRp9\n."),
+             'different'),
+        ]
+        for original, data, koi8r_validity in datas:
+            result = pickle.loads(data, encoding='latin1')
+            assert_equal(result, original)
+
+            # Decoding under non-latin1 encoding (e.g.) KOI8-R can
+            # produce bad results, but should not segfault.
+            if koi8r_validity == 'different':
+                # Unicode code points happen to lie within latin1,
+                # but are different in koi8-r, resulting to silent
+                # bogus results
+                result = pickle.loads(data, encoding='koi8-r')
+                assert_(result != original)
+            elif koi8r_validity == 'invalid':
+                # Unicode code points outside latin1, so results
+                # to an encoding exception
+                assert_raises(ValueError, pickle.loads, data, encoding='koi8-r')
+            else:
+                raise ValueError(koi8r_validity)
+
+    def test_structured_type_to_object(self):
+        a_rec = np.array([(0, 1), (3, 2)], dtype='i4,i8')
+        a_obj = np.empty((2,), dtype=object)
+        a_obj[0] = (0, 1)
+        a_obj[1] = (3, 2)
+        # astype records -> object
+        assert_equal(a_rec.astype(object), a_obj)
+        # '=' records -> object
+        b = np.empty_like(a_obj)
+        b[...] = a_rec
+        assert_equal(b, a_obj)
+        # '=' object -> records
+        b = np.empty_like(a_rec)
+        b[...] = a_obj
+        assert_equal(b, a_rec)
+
+    def test_assign_obj_listoflists(self):
+        # Ticket # 1870
+        # The inner list should get assigned to the object elements
+        a = np.zeros(4, dtype=object)
+        b = a.copy()
+        a[0] = [1]
+        a[1] = [2]
+        a[2] = [3]
+        a[3] = [4]
+        b[...] = [[1], [2], [3], [4]]
+        assert_equal(a, b)
+        # The first dimension should get broadcast
+        a = np.zeros((2, 2), dtype=object)
+        a[...] = [[1, 2]]
+        assert_equal(a, [[1, 2], [1, 2]])
+
+    @pytest.mark.slow_pypy
+    def test_memoryleak(self):
+        # Ticket #1917 - ensure that array data doesn't leak
+        for i in range(1000):
+            # 100MB times 1000 would give 100GB of memory usage if it leaks
+            a = np.empty((100000000,), dtype='i1')
+            del a
+
+    @pytest.mark.skipif(not HAS_REFCOUNT, reason="Python lacks refcounts")
+    def test_ufunc_reduce_memoryleak(self):
+        a = np.arange(6)
+        acnt = sys.getrefcount(a)
+        np.add.reduce(a)
+        assert_equal(sys.getrefcount(a), acnt)
+
+    def test_search_sorted_invalid_arguments(self):
+        # Ticket #2021, should not segfault.
+        x = np.arange(0, 4, dtype='datetime64[D]')
+        assert_raises(TypeError, x.searchsorted, 1)
+
+    def test_string_truncation(self):
+        # Ticket #1990 - Data can be truncated in creation of an array from a
+        # mixed sequence of numeric values and strings (gh-2583)
+        for val in [True, 1234, 123.4, complex(1, 234)]:
+            for tostr, dtype in [(asunicode, "U"), (asbytes, "S")]:
+                b = np.array([val, tostr('xx')], dtype=dtype)
+                assert_equal(tostr(b[0]), tostr(val))
+                b = np.array([tostr('xx'), val], dtype=dtype)
+                assert_equal(tostr(b[1]), tostr(val))
+
+                # test also with longer strings
+                b = np.array([val, tostr('xxxxxxxxxx')], dtype=dtype)
+                assert_equal(tostr(b[0]), tostr(val))
+                b = np.array([tostr('xxxxxxxxxx'), val], dtype=dtype)
+                assert_equal(tostr(b[1]), tostr(val))
+
+    def test_string_truncation_ucs2(self):
+        # Ticket #2081. Python compiled with two byte unicode
+        # can lead to truncation if itemsize is not properly
+        # adjusted for NumPy's four byte unicode.
+        a = np.array(['abcd'])
+        assert_equal(a.dtype.itemsize, 16)
+
+    def test_unique_stable(self):
+        # Ticket #2063 must always choose stable sort for argsort to
+        # get consistent results
+        v = np.array(([0]*5 + [1]*6 + [2]*6)*4)
+        res = np.unique(v, return_index=True)
+        tgt = (np.array([0, 1, 2]), np.array([ 0,  5, 11]))
+        assert_equal(res, tgt)
+
+    def test_unicode_alloc_dealloc_match(self):
+        # Ticket #1578, the mismatch only showed up when running
+        # python-debug for python versions >= 2.7, and then as
+        # a core dump and error message.
+        a = np.array(['abc'], dtype=np.unicode_)[0]
+        del a
+
+    def test_refcount_error_in_clip(self):
+        # Ticket #1588
+        a = np.zeros((2,), dtype='>i2').clip(min=0)
+        x = a + a
+        # This used to segfault:
+        y = str(x)
+        # Check the final string:
+        assert_(y == "[0 0]")
+
+    def test_searchsorted_wrong_dtype(self):
+        # Ticket #2189, it used to segfault, so we check that it raises the
+        # proper exception.
+        a = np.array([('a', 1)], dtype='S1, int')
+        assert_raises(TypeError, np.searchsorted, a, 1.2)
+        # Ticket #2066, similar problem:
+        dtype = np.format_parser(['i4', 'i4'], [], [])
+        a = np.recarray((2,), dtype)
+        a[...] = [(1, 2), (3, 4)]
+        assert_raises(TypeError, np.searchsorted, a, 1)
+
+    def test_complex64_alignment(self):
+        # Issue gh-2668 (trac 2076), segfault on sparc due to misalignment
+        dtt = np.complex64
+        arr = np.arange(10, dtype=dtt)
+        # 2D array
+        arr2 = np.reshape(arr, (2, 5))
+        # Fortran write followed by (C or F) read caused bus error
+        data_str = arr2.tobytes('F')
+        data_back = np.ndarray(arr2.shape,
+                              arr2.dtype,
+                              buffer=data_str,
+                              order='F')
+        assert_array_equal(arr2, data_back)
+
+    def test_structured_count_nonzero(self):
+        arr = np.array([0, 1]).astype('i4, (2)i4')[:1]
+        count = np.count_nonzero(arr)
+        assert_equal(count, 0)
+
+    def test_copymodule_preserves_f_contiguity(self):
+        a = np.empty((2, 2), order='F')
+        b = copy.copy(a)
+        c = copy.deepcopy(a)
+        assert_(b.flags.fortran)
+        assert_(b.flags.f_contiguous)
+        assert_(c.flags.fortran)
+        assert_(c.flags.f_contiguous)
+
+    def test_fortran_order_buffer(self):
+        import numpy as np
+        a = np.array([['Hello', 'Foob']], dtype='U5', order='F')
+        arr = np.ndarray(shape=[1, 2, 5], dtype='U1', buffer=a)
+        arr2 = np.array([[[u'H', u'e', u'l', u'l', u'o'],
+                          [u'F', u'o', u'o', u'b', u'']]])
+        assert_array_equal(arr, arr2)
+
+    def test_assign_from_sequence_error(self):
+        # Ticket #4024.
+        arr = np.array([1, 2, 3])
+        assert_raises(ValueError, arr.__setitem__, slice(None), [9, 9])
+        arr.__setitem__(slice(None), [9])
+        assert_equal(arr, [9, 9, 9])
+
+    def test_format_on_flex_array_element(self):
+        # Ticket #4369.
+        dt = np.dtype([('date', '<M8[D]'), ('val', '<f8')])
+        arr = np.array([('2000-01-01', 1)], dt)
+        formatted = '{0}'.format(arr[0])
+        assert_equal(formatted, str(arr[0]))
+
+    def test_deepcopy_on_0d_array(self):
+        # Ticket #3311.
+        arr = np.array(3)
+        arr_cp = copy.deepcopy(arr)
+
+        assert_equal(arr, arr_cp)
+        assert_equal(arr.shape, arr_cp.shape)
+        assert_equal(int(arr), int(arr_cp))
+        assert_(arr is not arr_cp)
+        assert_(isinstance(arr_cp, type(arr)))
+
+    def test_deepcopy_F_order_object_array(self):
+        # Ticket #6456.
+        a = {'a': 1}
+        b = {'b': 2}
+        arr = np.array([[a, b], [a, b]], order='F')
+        arr_cp = copy.deepcopy(arr)
+
+        assert_equal(arr, arr_cp)
+        assert_(arr is not arr_cp)
+        # Ensure that we have actually copied the item.
+        assert_(arr[0, 1] is not arr_cp[1, 1])
+        # Ensure we are allowed to have references to the same object.
+        assert_(arr[0, 1] is arr[1, 1])
+        # Check the references hold for the copied objects.
+        assert_(arr_cp[0, 1] is arr_cp[1, 1])
+
+    def test_deepcopy_empty_object_array(self):
+        # Ticket #8536.
+        # Deepcopy should succeed
+        a = np.array([], dtype=object)
+        b = copy.deepcopy(a)
+        assert_(a.shape == b.shape)
+
+    def test_bool_subscript_crash(self):
+        # gh-4494
+        c = np.rec.array([(1, 2, 3), (4, 5, 6)])
+        masked = c[np.array([True, False])]
+        base = masked.base
+        del masked, c
+        base.dtype
+
+    def test_richcompare_crash(self):
+        # gh-4613
+        import operator as op
+
+        # dummy class where __array__ throws exception
+        class Foo:
+            __array_priority__ = 1002
+
+            def __array__(self, *args, **kwargs):
+                raise Exception()
+
+        rhs = Foo()
+        lhs = np.array(1)
+        for f in [op.lt, op.le, op.gt, op.ge]:
+            assert_raises(TypeError, f, lhs, rhs)
+        assert_(not op.eq(lhs, rhs))
+        assert_(op.ne(lhs, rhs))
+
+    def test_richcompare_scalar_and_subclass(self):
+        # gh-4709
+        class Foo(np.ndarray):
+            def __eq__(self, other):
+                return "OK"
+
+        x = np.array([1, 2, 3]).view(Foo)
+        assert_equal(10 == x, "OK")
+        assert_equal(np.int32(10) == x, "OK")
+        assert_equal(np.array([10]) == x, "OK")
+
+    def test_pickle_empty_string(self):
+        # gh-3926
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            test_string = np.string_('')
+            assert_equal(pickle.loads(
+                pickle.dumps(test_string, protocol=proto)), test_string)
+
+    def test_frompyfunc_many_args(self):
+        # gh-5672
+
+        def passer(*args):
+            pass
+
+        assert_raises(ValueError, np.frompyfunc, passer, 32, 1)
+
+    def test_repeat_broadcasting(self):
+        # gh-5743
+        a = np.arange(60).reshape(3, 4, 5)
+        for axis in chain(range(-a.ndim, a.ndim), [None]):
+            assert_equal(a.repeat(2, axis=axis), a.repeat([2], axis=axis))
+
+    def test_frompyfunc_nout_0(self):
+        # gh-2014
+
+        def f(x):
+            x[0], x[-1] = x[-1], x[0]
+
+        uf = np.frompyfunc(f, 1, 0)
+        a = np.array([[1, 2, 3], [4, 5], [6, 7, 8, 9]], dtype=object)
+        assert_equal(uf(a), ())
+        expected = np.array([[3, 2, 1], [5, 4], [9, 7, 8, 6]], dtype=object)
+        assert_array_equal(a, expected)
+
+    @pytest.mark.skipif(not HAS_REFCOUNT, reason="Python lacks refcounts")
+    def test_leak_in_structured_dtype_comparison(self):
+        # gh-6250
+        recordtype = np.dtype([('a', np.float64),
+                               ('b', np.int32),
+                               ('d', (str, 5))])
+
+        # Simple case
+        a = np.zeros(2, dtype=recordtype)
+        for i in range(100):
+            a == a
+        assert_(sys.getrefcount(a) < 10)
+
+        # The case in the bug report.
+        before = sys.getrefcount(a)
+        u, v = a[0], a[1]
+        u == v
+        del u, v
+        gc.collect()
+        after = sys.getrefcount(a)
+        assert_equal(before, after)
+
+    def test_empty_percentile(self):
+        # gh-6530 / gh-6553
+        assert_array_equal(np.percentile(np.arange(10), []), np.array([]))
+
+    def test_void_compare_segfault(self):
+        # gh-6922. The following should not segfault
+        a = np.ones(3, dtype=[('object', 'O'), ('int', '<i2')])
+        a.sort()
+
+    def test_reshape_size_overflow(self):
+        # gh-7455
+        a = np.ones(20)[::2]
+        if np.dtype(np.intp).itemsize == 8:
+            # 64 bit. The following are the prime factors of 2**63 + 5,
+            # plus a leading 2, so when multiplied together as int64,
+            # the result overflows to a total size of 10.
+            new_shape = (2, 13, 419, 691, 823, 2977518503)
+        else:
+            # 32 bit. The following are the prime factors of 2**31 + 5,
+            # plus a leading 2, so when multiplied together as int32,
+            # the result overflows to a total size of 10.
+            new_shape = (2, 7, 7, 43826197)
+        assert_raises(ValueError, a.reshape, new_shape)
+
+    @pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+            reason="PyPy bug in error formatting")
+    def test_invalid_structured_dtypes(self):
+        # gh-2865
+        # mapping python objects to other dtypes
+        assert_raises(ValueError, np.dtype, ('O', [('name', 'i8')]))
+        assert_raises(ValueError, np.dtype, ('i8', [('name', 'O')]))
+        assert_raises(ValueError, np.dtype,
+                      ('i8', [('name', [('name', 'O')])]))
+        assert_raises(ValueError, np.dtype, ([('a', 'i4'), ('b', 'i4')], 'O'))
+        assert_raises(ValueError, np.dtype, ('i8', 'O'))
+        # wrong number/type of tuple elements in dict
+        assert_raises(ValueError, np.dtype,
+                      ('i', {'name': ('i', 0, 'title', 'oops')}))
+        assert_raises(ValueError, np.dtype,
+                      ('i', {'name': ('i', 'wrongtype', 'title')}))
+        # disallowed as of 1.13
+        assert_raises(ValueError, np.dtype,
+                      ([('a', 'O'), ('b', 'O')], [('c', 'O'), ('d', 'O')]))
+        # allowed as a special case due to existing use, see gh-2798
+        a = np.ones(1, dtype=('O', [('name', 'O')]))
+        assert_equal(a[0], 1)
+        # In particular, the above union dtype (and union dtypes in general)
+        # should mainly behave like the main (object) dtype:
+        assert a[0] is a.item()
+        assert type(a[0]) is int
+
+    def test_correct_hash_dict(self):
+        # gh-8887 - __hash__ would be None despite tp_hash being set
+        all_types = set(np.sctypeDict.values()) - {np.void}
+        for t in all_types:
+            val = t()
+
+            try:
+                hash(val)
+            except TypeError as e:
+                assert_equal(t.__hash__, None)
+            else:
+                assert_(t.__hash__ != None)
+
+    def test_scalar_copy(self):
+        scalar_types = set(np.sctypeDict.values())
+        values = {
+            np.void: b"a",
+            np.bytes_: b"a",
+            np.unicode_: "a",
+            np.datetime64: "2017-08-25",
+        }
+        for sctype in scalar_types:
+            item = sctype(values.get(sctype, 1))
+            item2 = copy.copy(item)
+            assert_equal(item, item2)
+
+    def test_void_item_memview(self):
+        va = np.zeros(10, 'V4')
+        x = va[:1].item()
+        va[0] = b'\xff\xff\xff\xff'
+        del va
+        assert_equal(x, b'\x00\x00\x00\x00')
+
+    def test_void_getitem(self):
+        # Test fix for gh-11668.
+        assert_(np.array([b'a'], 'V1').astype('O') == b'a')
+        assert_(np.array([b'ab'], 'V2').astype('O') == b'ab')
+        assert_(np.array([b'abc'], 'V3').astype('O') == b'abc')
+        assert_(np.array([b'abcd'], 'V4').astype('O') == b'abcd')
+
+    def test_structarray_title(self):
+        # The following used to segfault on pypy, due to NPY_TITLE_KEY
+        # not working properly and resulting to double-decref of the
+        # structured array field items:
+        # See: https://bitbucket.org/pypy/pypy/issues/2789
+        for j in range(5):
+            structure = np.array([1], dtype=[(('x', 'X'), np.object_)])
+            structure[0]['x'] = np.array([2])
+            gc.collect()
+
+    def test_dtype_scalar_squeeze(self):
+        # gh-11384
+        values = {
+            'S': b"a",
+            'M': "2018-06-20",
+        }
+        for ch in np.typecodes['All']:
+            if ch in 'O':
+                continue
+            sctype = np.dtype(ch).type
+            scvalue = sctype(values.get(ch, 3))
+            for axis in [None, ()]:
+                squeezed = scvalue.squeeze(axis=axis)
+                assert_equal(squeezed, scvalue)
+                assert_equal(type(squeezed), type(scvalue))
+
+    def test_field_access_by_title(self):
+        # gh-11507
+        s = 'Some long field name'
+        if HAS_REFCOUNT:
+            base = sys.getrefcount(s)
+        t = np.dtype([((s, 'f1'), np.float64)])
+        data = np.zeros(10, t)
+        for i in range(10):
+            str(data[['f1']])
+            if HAS_REFCOUNT:
+                assert_(base <= sys.getrefcount(s))
+
+    @pytest.mark.parametrize('val', [
+        # arrays and scalars
+        np.ones((10, 10), dtype='int32'),
+        np.uint64(10),
+        ])
+    @pytest.mark.parametrize('protocol',
+        range(2, pickle.HIGHEST_PROTOCOL + 1)
+        )
+    def test_pickle_module(self, protocol, val):
+        # gh-12837
+        s = pickle.dumps(val, protocol)
+        assert b'_multiarray_umath' not in s
+        if protocol == 5 and len(val.shape) > 0:
+            # unpickling ndarray goes through _frombuffer for protocol 5
+            assert b'numpy.core.numeric' in s
+        else:
+            assert b'numpy.core.multiarray' in s
+
+    def test_object_casting_errors(self):
+        # gh-11993 update to ValueError (see gh-16909), since strings can in
+        # principle be converted to complex, but this string cannot.
+        arr = np.array(['AAAAA', 18465886.0, 18465886.0], dtype=object)
+        assert_raises(ValueError, arr.astype, 'c8')
+
+    def test_eff1d_casting(self):
+        # gh-12711
+        x = np.array([1, 2, 4, 7, 0], dtype=np.int16)
+        res = np.ediff1d(x, to_begin=-99, to_end=np.array([88, 99]))
+        assert_equal(res, [-99,   1,   2,   3,  -7,  88,  99])
+
+        # The use of safe casting means, that 1<<20 is cast unsafely, an
+        # error may be better, but currently there is no mechanism for it.
+        res = np.ediff1d(x, to_begin=(1<<20), to_end=(1<<20))
+        assert_equal(res, [0,   1,   2,   3,  -7,  0])
+
+    def test_pickle_datetime64_array(self):
+        # gh-12745 (would fail with pickle5 installed)
+        d = np.datetime64('2015-07-04 12:59:59.50', 'ns')
+        arr = np.array([d])
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            dumped = pickle.dumps(arr, protocol=proto)
+            assert_equal(pickle.loads(dumped), arr)
+
+    def test_bad_array_interface(self):
+        class T:
+            __array_interface__ = {}
+
+        with assert_raises(ValueError):
+            np.array([T()])
+
+    def test_2d__array__shape(self):
+        class T:
+            def __array__(self):
+                return np.ndarray(shape=(0,0))
+
+            # Make sure __array__ is used instead of Sequence methods.
+            def __iter__(self):
+                return iter([])
+
+            def __getitem__(self, idx):
+                raise AssertionError("__getitem__ was called")
+
+            def __len__(self):
+                return 0
+
+
+        t = T()
+        # gh-13659, would raise in broadcasting [x=t for x in result]
+        arr = np.array([t])
+        assert arr.shape == (1, 0, 0)
+
+    @pytest.mark.skipif(sys.maxsize < 2 ** 31 + 1, reason='overflows 32-bit python')
+    def test_to_ctypes(self):
+        #gh-14214
+        arr = np.zeros((2 ** 31 + 1,), 'b')
+        assert arr.size * arr.itemsize > 2 ** 31
+        c_arr = np.ctypeslib.as_ctypes(arr)
+        assert_equal(c_arr._length_, arr.size)
+
+    def test_complex_conversion_error(self):
+        # gh-17068
+        with pytest.raises(TypeError, match=r"Unable to convert dtype.*"):
+            complex(np.array("now", np.datetime64))
+
+    def test__array_interface__descr(self):
+        # gh-17068
+        dt = np.dtype(dict(names=['a', 'b'],
+                           offsets=[0, 0],
+                           formats=[np.int64, np.int64]))
+        descr = np.array((1, 1), dtype=dt).__array_interface__['descr']
+        assert descr == [('', '|V8')]  # instead of [(b'', '|V8')]
+
+    @pytest.mark.skipif(sys.maxsize < 2 ** 31 + 1, reason='overflows 32-bit python')
+    @requires_memory(free_bytes=9e9)
+    def test_dot_big_stride(self):
+        # gh-17111
+        # blas stride = stride//itemsize > int32 max
+        int32_max = np.iinfo(np.int32).max
+        n = int32_max + 3
+        a = np.empty([n], dtype=np.float32)
+        b = a[::n-1]
+        b[...] = 1
+        assert b.strides[0] > int32_max * b.dtype.itemsize
+        assert np.dot(b, b) == 2.0
+
+    def test_frompyfunc_name(self):
+        # name conversion was failing for python 3 strings
+        # resulting in the default '?' name. Also test utf-8
+        # encoding using non-ascii name.
+        def cassé(x):
+            return x
+
+        f = np.frompyfunc(cassé, 1, 1)
+        assert str(f) == "<ufunc 'cassé (vectorized)'>"
+
+    @pytest.mark.parametrize("operation", [
+        'add', 'subtract', 'multiply', 'floor_divide',
+        'conjugate', 'fmod', 'square', 'reciprocal',
+        'power', 'absolute', 'negative', 'positive',
+        'greater', 'greater_equal', 'less',
+        'less_equal', 'equal', 'not_equal', 'logical_and',
+        'logical_not', 'logical_or', 'bitwise_and', 'bitwise_or',
+        'bitwise_xor', 'invert', 'left_shift', 'right_shift',
+        'gcd', 'lcm'
+        ]
+    )
+    @pytest.mark.parametrize("order", [
+        ('b->', 'B->'),
+        ('h->', 'H->'),
+        ('i->', 'I->'),
+        ('l->', 'L->'),
+        ('q->', 'Q->'),
+        ]
+    )
+    def test_ufunc_order(self, operation, order):
+        # gh-18075
+        # Ensure signed types before unsigned
+        def get_idx(string, str_lst):
+            for i, s in enumerate(str_lst):
+                if string in s:
+                    return i
+            raise ValueError(f"{string} not in list")
+        types = getattr(np, operation).types
+        assert get_idx(order[0], types) < get_idx(order[1], types), (
+                f"Unexpected types order of ufunc in {operation}"
+                f"for {order}. Possible fix: Use signed before unsigned"
+                "in generate_umath.py")
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalar_ctors.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalar_ctors.py
new file mode 120000
index 0000000..562a282
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalar_ctors.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/27/43/c6/0c70fa6ba7425b55a0e2afbf0b914471c5dc620a8b3539e1ec00b5881f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalar_methods.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalar_methods.py
new file mode 100644
index 0000000..769bfd5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalar_methods.py
@@ -0,0 +1,213 @@
+"""
+Test the scalar constructors, which also do type-coercion
+"""
+import sys
+import fractions
+import platform
+import types
+from typing import Any, Type
+
+import pytest
+import numpy as np
+
+from numpy.testing import assert_equal, assert_raises
+
+
+class TestAsIntegerRatio:
+    # derived in part from the cpython test "test_floatasratio"
+
+    @pytest.mark.parametrize("ftype", [
+        np.half, np.single, np.double, np.longdouble])
+    @pytest.mark.parametrize("f, ratio", [
+        (0.875, (7, 8)),
+        (-0.875, (-7, 8)),
+        (0.0, (0, 1)),
+        (11.5, (23, 2)),
+        ])
+    def test_small(self, ftype, f, ratio):
+        assert_equal(ftype(f).as_integer_ratio(), ratio)
+
+    @pytest.mark.parametrize("ftype", [
+        np.half, np.single, np.double, np.longdouble])
+    def test_simple_fractions(self, ftype):
+        R = fractions.Fraction
+        assert_equal(R(0, 1),
+                     R(*ftype(0.0).as_integer_ratio()))
+        assert_equal(R(5, 2),
+                     R(*ftype(2.5).as_integer_ratio()))
+        assert_equal(R(1, 2),
+                     R(*ftype(0.5).as_integer_ratio()))
+        assert_equal(R(-2100, 1),
+                     R(*ftype(-2100.0).as_integer_ratio()))
+
+    @pytest.mark.parametrize("ftype", [
+        np.half, np.single, np.double, np.longdouble])
+    def test_errors(self, ftype):
+        assert_raises(OverflowError, ftype('inf').as_integer_ratio)
+        assert_raises(OverflowError, ftype('-inf').as_integer_ratio)
+        assert_raises(ValueError, ftype('nan').as_integer_ratio)
+
+    def test_against_known_values(self):
+        R = fractions.Fraction
+        assert_equal(R(1075, 512),
+                     R(*np.half(2.1).as_integer_ratio()))
+        assert_equal(R(-1075, 512),
+                     R(*np.half(-2.1).as_integer_ratio()))
+        assert_equal(R(4404019, 2097152),
+                     R(*np.single(2.1).as_integer_ratio()))
+        assert_equal(R(-4404019, 2097152),
+                     R(*np.single(-2.1).as_integer_ratio()))
+        assert_equal(R(4728779608739021, 2251799813685248),
+                     R(*np.double(2.1).as_integer_ratio()))
+        assert_equal(R(-4728779608739021, 2251799813685248),
+                     R(*np.double(-2.1).as_integer_ratio()))
+        # longdouble is platform dependent
+
+    @pytest.mark.parametrize("ftype, frac_vals, exp_vals", [
+        # dtype test cases generated using hypothesis
+        # first five generated cases per dtype
+        (np.half, [0.0, 0.01154830649280303, 0.31082276347447274,
+                   0.527350517124794, 0.8308562335072596],
+                  [0, 1, 0, -8, 12]),
+        (np.single, [0.0, 0.09248576989263226, 0.8160498218131407,
+                     0.17389442853722373, 0.7956044195067877],
+                    [0, 12, 10, 17, -26]),
+        (np.double, [0.0, 0.031066908499895136, 0.5214135908877832,
+                     0.45780736035689296, 0.5906586745934036],
+                    [0, -801, 51, 194, -653]),
+        pytest.param(
+            np.longdouble,
+            [0.0, 0.20492557202724854, 0.4277180662199366, 0.9888085019891495,
+             0.9620175814461964],
+            [0, -7400, 14266, -7822, -8721],
+            marks=[
+                pytest.mark.skipif(
+                    np.finfo(np.double) == np.finfo(np.longdouble),
+                    reason="long double is same as double"),
+                pytest.mark.skipif(
+                    platform.machine().startswith("ppc"),
+                    reason="IBM double double"),
+            ]
+        )
+    ])
+    def test_roundtrip(self, ftype, frac_vals, exp_vals):
+        for frac, exp in zip(frac_vals, exp_vals):
+            f = np.ldexp(ftype(frac), exp)
+            assert f.dtype == ftype
+            n, d = f.as_integer_ratio()
+
+            try:
+                # workaround for gh-9968
+                nf = np.longdouble(str(n))
+                df = np.longdouble(str(d))
+            except (OverflowError, RuntimeWarning):
+                # the values may not fit in any float type
+                pytest.skip("longdouble too small on this platform")
+
+            assert_equal(nf / df, f, "{}/{}".format(n, d))
+
+
+class TestIsInteger:
+    @pytest.mark.parametrize("str_value", ["inf", "nan"])
+    @pytest.mark.parametrize("code", np.typecodes["Float"])
+    def test_special(self, code: str, str_value: str) -> None:
+        cls = np.dtype(code).type
+        value = cls(str_value)
+        assert not value.is_integer()
+
+    @pytest.mark.parametrize(
+        "code", np.typecodes["Float"] + np.typecodes["AllInteger"]
+    )
+    def test_true(self, code: str) -> None:
+        float_array = np.arange(-5, 5).astype(code)
+        for value in float_array:
+            assert value.is_integer()
+
+    @pytest.mark.parametrize("code", np.typecodes["Float"])
+    def test_false(self, code: str) -> None:
+        float_array = np.arange(-5, 5).astype(code)
+        float_array *= 1.1
+        for value in float_array:
+            if value == 0:
+                continue
+            assert not value.is_integer()
+
+
+@pytest.mark.skipif(sys.version_info < (3, 9), reason="Requires python 3.9")
+class TestClassGetItem:
+    @pytest.mark.parametrize("cls", [
+        np.number,
+        np.integer,
+        np.inexact,
+        np.unsignedinteger,
+        np.signedinteger,
+        np.floating,
+    ])
+    def test_abc(self, cls: Type[np.number]) -> None:
+        alias = cls[Any]
+        assert isinstance(alias, types.GenericAlias)
+        assert alias.__origin__ is cls
+
+    def test_abc_complexfloating(self) -> None:
+        alias = np.complexfloating[Any, Any]
+        assert isinstance(alias, types.GenericAlias)
+        assert alias.__origin__ is np.complexfloating
+
+    @pytest.mark.parametrize("arg_len", range(4))
+    def test_abc_complexfloating_subscript_tuple(self, arg_len: int) -> None:
+        arg_tup = (Any,) * arg_len
+        if arg_len in (1, 2):
+            assert np.complexfloating[arg_tup]
+        else:
+            match = f"Too {'few' if arg_len == 0 else 'many'} arguments"
+            with pytest.raises(TypeError, match=match):
+                np.complexfloating[arg_tup]
+
+    @pytest.mark.parametrize("cls", [np.generic, np.flexible, np.character])
+    def test_abc_non_numeric(self, cls: Type[np.generic]) -> None:
+        with pytest.raises(TypeError):
+            cls[Any]
+
+    @pytest.mark.parametrize("code", np.typecodes["All"])
+    def test_concrete(self, code: str) -> None:
+        cls = np.dtype(code).type
+        with pytest.raises(TypeError):
+            cls[Any]
+
+    @pytest.mark.parametrize("arg_len", range(4))
+    def test_subscript_tuple(self, arg_len: int) -> None:
+        arg_tup = (Any,) * arg_len
+        if arg_len == 1:
+            assert np.number[arg_tup]
+        else:
+            with pytest.raises(TypeError):
+                np.number[arg_tup]
+
+    def test_subscript_scalar(self) -> None:
+        assert np.number[Any]
+
+
+@pytest.mark.skipif(sys.version_info >= (3, 9), reason="Requires python 3.8")
+@pytest.mark.parametrize("cls", [np.number, np.complexfloating, np.int64])
+def test_class_getitem_38(cls: Type[np.number]) -> None:
+    match = "Type subscription requires python >= 3.9"
+    with pytest.raises(TypeError, match=match):
+        cls[Any]
+
+
+class TestBitCount:
+    # derived in part from the cpython test "test_bit_count"
+
+    @pytest.mark.parametrize("itype", np.sctypes['int']+np.sctypes['uint'])
+    def test_small(self, itype):
+        for a in range(max(np.iinfo(itype).min, 0), 128):
+            msg = f"Smoke test for {itype}({a}).bit_count()"
+            assert itype(a).bit_count() == bin(a).count("1"), msg
+
+    def test_bit_count(self):
+        for exp in [10, 17, 63]:
+            a = 2**exp
+            assert np.uint64(a).bit_count() == 1
+            assert np.uint64(a - 1).bit_count() == exp
+            assert np.uint64(a ^ 63).bit_count() == 7
+            assert np.uint64((a - 1) ^ 510).bit_count() == exp - 8
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalarbuffer.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalarbuffer.py
new file mode 120000
index 0000000..f0a16c0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalarbuffer.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e6/ea/e5/1ec80713d1fadd3a7d9a5338f22461fc0d55371499a21067b65d119ea3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalarinherit.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalarinherit.py
new file mode 120000
index 0000000..89caa5f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalarinherit.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/05/2c/4d/d89418af1c69ead6f2b1a8f9ea6e47bcbbc275f4affd7ec60b469bedb8
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalarmath.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalarmath.py
new file mode 120000
index 0000000..77e2a6c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalarmath.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/75/0b/9a/8035144502258ea5138f8f2a7b6753be8bb1e73c858599e2a5e86c0872
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalarprint.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalarprint.py
new file mode 120000
index 0000000..1c8d547
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_scalarprint.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f0/59/08/40b75098f1ff499d0fb3a0f8f13dcc4531d515962000a07f231b4da5a1
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_shape_base.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_shape_base.py
new file mode 120000
index 0000000..cd2c411
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_shape_base.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5e/af/57/ac0e799beaa1aa2d361ae1299ffb8836c7c6261eec0a7b8cba5bccf5e5
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_simd.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_simd.py
new file mode 120000
index 0000000..70b6d0a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_simd.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b9/c8/e2/ecacbbbd49bb910fa5fc983cbee43c74094ed80bcfad25c3cabc3a9733
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_simd_module.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_simd_module.py
new file mode 120000
index 0000000..fad3a43
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_simd_module.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/10/12/5b/1e6f46721543fe1910bd541f0be034199ac8517fb3644c7c8e265441ef
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_ufunc.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_ufunc.py
new file mode 100644
index 0000000..d1510c6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_ufunc.py
@@ -0,0 +1,2600 @@
+import warnings
+import itertools
+import sys
+
+import pytest
+
+import numpy as np
+import numpy.core._umath_tests as umt
+import numpy.linalg._umath_linalg as uml
+import numpy.core._operand_flag_tests as opflag_tests
+import numpy.core._rational_tests as _rational_tests
+from numpy.testing import (
+    assert_, assert_equal, assert_raises, assert_array_equal,
+    assert_almost_equal, assert_array_almost_equal, assert_no_warnings,
+    assert_allclose, HAS_REFCOUNT, suppress_warnings
+    )
+from numpy.testing._private.utils import requires_memory
+from numpy.compat import pickle
+
+
+UNARY_UFUNCS = [obj for obj in np.core.umath.__dict__.values()
+                    if isinstance(obj, np.ufunc)]
+UNARY_OBJECT_UFUNCS = [uf for uf in UNARY_UFUNCS if "O->O" in uf.types]
+
+
+class TestUfuncKwargs:
+    def test_kwarg_exact(self):
+        assert_raises(TypeError, np.add, 1, 2, castingx='safe')
+        assert_raises(TypeError, np.add, 1, 2, dtypex=int)
+        assert_raises(TypeError, np.add, 1, 2, extobjx=[4096])
+        assert_raises(TypeError, np.add, 1, 2, outx=None)
+        assert_raises(TypeError, np.add, 1, 2, sigx='ii->i')
+        assert_raises(TypeError, np.add, 1, 2, signaturex='ii->i')
+        assert_raises(TypeError, np.add, 1, 2, subokx=False)
+        assert_raises(TypeError, np.add, 1, 2, wherex=[True])
+
+    def test_sig_signature(self):
+        assert_raises(TypeError, np.add, 1, 2, sig='ii->i',
+                      signature='ii->i')
+
+    def test_sig_dtype(self):
+        assert_raises(TypeError, np.add, 1, 2, sig='ii->i',
+                      dtype=int)
+        assert_raises(TypeError, np.add, 1, 2, signature='ii->i',
+                      dtype=int)
+
+    def test_extobj_refcount(self):
+        # Should not segfault with USE_DEBUG.
+        assert_raises(TypeError, np.add, 1, 2, extobj=[4096], parrot=True)
+
+
+class TestUfuncGenericLoops:
+    """Test generic loops.
+
+    The loops to be tested are:
+
+        PyUFunc_ff_f_As_dd_d
+        PyUFunc_ff_f
+        PyUFunc_dd_d
+        PyUFunc_gg_g
+        PyUFunc_FF_F_As_DD_D
+        PyUFunc_DD_D
+        PyUFunc_FF_F
+        PyUFunc_GG_G
+        PyUFunc_OO_O
+        PyUFunc_OO_O_method
+        PyUFunc_f_f_As_d_d
+        PyUFunc_d_d
+        PyUFunc_f_f
+        PyUFunc_g_g
+        PyUFunc_F_F_As_D_D
+        PyUFunc_F_F
+        PyUFunc_D_D
+        PyUFunc_G_G
+        PyUFunc_O_O
+        PyUFunc_O_O_method
+        PyUFunc_On_Om
+
+    Where:
+
+        f -- float
+        d -- double
+        g -- long double
+        F -- complex float
+        D -- complex double
+        G -- complex long double
+        O -- python object
+
+    It is difficult to assure that each of these loops is entered from the
+    Python level as the special cased loops are a moving target and the
+    corresponding types are architecture dependent. We probably need to
+    define C level testing ufuncs to get at them. For the time being, I've
+    just looked at the signatures registered in the build directory to find
+    relevant functions.
+
+    """
+    np_dtypes = [
+        (np.single, np.single), (np.single, np.double),
+        (np.csingle, np.csingle), (np.csingle, np.cdouble),
+        (np.double, np.double), (np.longdouble, np.longdouble),
+        (np.cdouble, np.cdouble), (np.clongdouble, np.clongdouble)]
+
+    @pytest.mark.parametrize('input_dtype,output_dtype', np_dtypes)
+    def test_unary_PyUFunc(self, input_dtype, output_dtype, f=np.exp, x=0, y=1):
+        xs = np.full(10, input_dtype(x), dtype=output_dtype)
+        ys = f(xs)[::2]
+        assert_allclose(ys, y)
+        assert_equal(ys.dtype, output_dtype)
+
+    def f2(x, y):
+        return x**y
+
+    @pytest.mark.parametrize('input_dtype,output_dtype', np_dtypes)
+    def test_binary_PyUFunc(self, input_dtype, output_dtype, f=f2, x=0, y=1):
+        xs = np.full(10, input_dtype(x), dtype=output_dtype)
+        ys = f(xs, xs)[::2]
+        assert_allclose(ys, y)
+        assert_equal(ys.dtype, output_dtype)
+
+    # class to use in testing object method loops
+    class foo:
+        def conjugate(self):
+            return np.bool_(1)
+
+        def logical_xor(self, obj):
+            return np.bool_(1)
+
+    def test_unary_PyUFunc_O_O(self):
+        x = np.ones(10, dtype=object)
+        assert_(np.all(np.abs(x) == 1))
+
+    def test_unary_PyUFunc_O_O_method_simple(self, foo=foo):
+        x = np.full(10, foo(), dtype=object)
+        assert_(np.all(np.conjugate(x) == True))
+
+    def test_binary_PyUFunc_OO_O(self):
+        x = np.ones(10, dtype=object)
+        assert_(np.all(np.add(x, x) == 2))
+
+    def test_binary_PyUFunc_OO_O_method(self, foo=foo):
+        x = np.full(10, foo(), dtype=object)
+        assert_(np.all(np.logical_xor(x, x)))
+
+    def test_binary_PyUFunc_On_Om_method(self, foo=foo):
+        x = np.full((10, 2, 3), foo(), dtype=object)
+        assert_(np.all(np.logical_xor(x, x)))
+
+    def test_python_complex_conjugate(self):
+        # The conjugate ufunc should fall back to calling the method:
+        arr = np.array([1+2j, 3-4j], dtype="O")
+        assert isinstance(arr[0], complex)
+        res = np.conjugate(arr)
+        assert res.dtype == np.dtype("O")
+        assert_array_equal(res, np.array([1-2j, 3+4j], dtype="O"))
+
+    @pytest.mark.parametrize("ufunc", UNARY_OBJECT_UFUNCS)
+    def test_unary_PyUFunc_O_O_method_full(self, ufunc):
+        """Compare the result of the object loop with non-object one"""
+        val = np.float64(np.pi/4)
+
+        class MyFloat(np.float64):
+            def __getattr__(self, attr):
+                try:
+                    return super().__getattr__(attr)
+                except AttributeError:
+                    return lambda: getattr(np.core.umath, attr)(val)
+
+        # Use 0-D arrays, to ensure the same element call
+        num_arr = np.array(val, dtype=np.float64)
+        obj_arr = np.array(MyFloat(val), dtype="O")
+
+        with np.errstate(all="raise"):
+            try:
+                res_num = ufunc(num_arr)
+            except Exception as exc:
+                with assert_raises(type(exc)):
+                    ufunc(obj_arr)
+            else:
+                res_obj = ufunc(obj_arr)
+                assert_array_almost_equal(res_num.astype("O"), res_obj)
+
+
+def _pickleable_module_global():
+    pass
+
+
+class TestUfunc:
+    def test_pickle(self):
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            assert_(pickle.loads(pickle.dumps(np.sin,
+                                              protocol=proto)) is np.sin)
+
+            # Check that ufunc not defined in the top level numpy namespace
+            # such as numpy.core._rational_tests.test_add can also be pickled
+            res = pickle.loads(pickle.dumps(_rational_tests.test_add,
+                                            protocol=proto))
+            assert_(res is _rational_tests.test_add)
+
+    def test_pickle_withstring(self):
+        astring = (b"cnumpy.core\n_ufunc_reconstruct\np0\n"
+                   b"(S'numpy.core.umath'\np1\nS'cos'\np2\ntp3\nRp4\n.")
+        assert_(pickle.loads(astring) is np.cos)
+
+    def test_pickle_name_is_qualname(self):
+        # This tests that a simplification of our ufunc pickle code will
+        # lead to allowing qualnames as names.  Future ufuncs should
+        # possible add a specific qualname, or a hook into pickling instead
+        # (dask+numba may benefit).
+        _pickleable_module_global.ufunc = umt._pickleable_module_global_ufunc
+        obj = pickle.loads(pickle.dumps(_pickleable_module_global.ufunc))
+        assert obj is umt._pickleable_module_global_ufunc
+
+    def test_reduceat_shifting_sum(self):
+        L = 6
+        x = np.arange(L)
+        idx = np.array(list(zip(np.arange(L - 2), np.arange(L - 2) + 2))).ravel()
+        assert_array_equal(np.add.reduceat(x, idx)[::2], [1, 3, 5, 7])
+
+    def test_all_ufunc(self):
+        """Try to check presence and results of all ufuncs.
+
+        The list of ufuncs comes from generate_umath.py and is as follows:
+
+        =====  ====  =============  ===============  ========================
+        done   args   function        types                notes
+        =====  ====  =============  ===============  ========================
+        n      1     conjugate      nums + O
+        n      1     absolute       nums + O         complex -> real
+        n      1     negative       nums + O
+        n      1     sign           nums + O         -> int
+        n      1     invert         bool + ints + O  flts raise an error
+        n      1     degrees        real + M         cmplx raise an error
+        n      1     radians        real + M         cmplx raise an error
+        n      1     arccos         flts + M
+        n      1     arccosh        flts + M
+        n      1     arcsin         flts + M
+        n      1     arcsinh        flts + M
+        n      1     arctan         flts + M
+        n      1     arctanh        flts + M
+        n      1     cos            flts + M
+        n      1     sin            flts + M
+        n      1     tan            flts + M
+        n      1     cosh           flts + M
+        n      1     sinh           flts + M
+        n      1     tanh           flts + M
+        n      1     exp            flts + M
+        n      1     expm1          flts + M
+        n      1     log            flts + M
+        n      1     log10          flts + M
+        n      1     log1p          flts + M
+        n      1     sqrt           flts + M         real x < 0 raises error
+        n      1     ceil           real + M
+        n      1     trunc          real + M
+        n      1     floor          real + M
+        n      1     fabs           real + M
+        n      1     rint           flts + M
+        n      1     isnan          flts             -> bool
+        n      1     isinf          flts             -> bool
+        n      1     isfinite       flts             -> bool
+        n      1     signbit        real             -> bool
+        n      1     modf           real             -> (frac, int)
+        n      1     logical_not    bool + nums + M  -> bool
+        n      2     left_shift     ints + O         flts raise an error
+        n      2     right_shift    ints + O         flts raise an error
+        n      2     add            bool + nums + O  boolean + is ||
+        n      2     subtract       bool + nums + O  boolean - is ^
+        n      2     multiply       bool + nums + O  boolean * is &
+        n      2     divide         nums + O
+        n      2     floor_divide   nums + O
+        n      2     true_divide    nums + O         bBhH -> f, iIlLqQ -> d
+        n      2     fmod           nums + M
+        n      2     power          nums + O
+        n      2     greater        bool + nums + O  -> bool
+        n      2     greater_equal  bool + nums + O  -> bool
+        n      2     less           bool + nums + O  -> bool
+        n      2     less_equal     bool + nums + O  -> bool
+        n      2     equal          bool + nums + O  -> bool
+        n      2     not_equal      bool + nums + O  -> bool
+        n      2     logical_and    bool + nums + M  -> bool
+        n      2     logical_or     bool + nums + M  -> bool
+        n      2     logical_xor    bool + nums + M  -> bool
+        n      2     maximum        bool + nums + O
+        n      2     minimum        bool + nums + O
+        n      2     bitwise_and    bool + ints + O  flts raise an error
+        n      2     bitwise_or     bool + ints + O  flts raise an error
+        n      2     bitwise_xor    bool + ints + O  flts raise an error
+        n      2     arctan2        real + M
+        n      2     remainder      ints + real + O
+        n      2     hypot          real + M
+        =====  ====  =============  ===============  ========================
+
+        Types other than those listed will be accepted, but they are cast to
+        the smallest compatible type for which the function is defined. The
+        casting rules are:
+
+        bool -> int8 -> float32
+        ints -> double
+
+        """
+        pass
+
+    # from include/numpy/ufuncobject.h
+    size_inferred = 2
+    can_ignore = 4
+    def test_signature0(self):
+        # the arguments to test_signature are: nin, nout, core_signature
+        enabled, num_dims, ixs, flags, sizes = umt.test_signature(
+            2, 1, "(i),(i)->()")
+        assert_equal(enabled, 1)
+        assert_equal(num_dims, (1,  1,  0))
+        assert_equal(ixs, (0, 0))
+        assert_equal(flags, (self.size_inferred,))
+        assert_equal(sizes, (-1,))
+
+    def test_signature1(self):
+        # empty core signature; treat as plain ufunc (with trivial core)
+        enabled, num_dims, ixs, flags, sizes = umt.test_signature(
+            2, 1, "(),()->()")
+        assert_equal(enabled, 0)
+        assert_equal(num_dims, (0,  0,  0))
+        assert_equal(ixs, ())
+        assert_equal(flags, ())
+        assert_equal(sizes, ())
+
+    def test_signature2(self):
+        # more complicated names for variables
+        enabled, num_dims, ixs, flags, sizes = umt.test_signature(
+            2, 1, "(i1,i2),(J_1)->(_kAB)")
+        assert_equal(enabled, 1)
+        assert_equal(num_dims, (2, 1, 1))
+        assert_equal(ixs, (0, 1, 2, 3))
+        assert_equal(flags, (self.size_inferred,)*4)
+        assert_equal(sizes, (-1, -1, -1, -1))
+
+    def test_signature3(self):
+        enabled, num_dims, ixs, flags, sizes = umt.test_signature(
+            2, 1, u"(i1, i12),   (J_1)->(i12, i2)")
+        assert_equal(enabled, 1)
+        assert_equal(num_dims, (2, 1, 2))
+        assert_equal(ixs, (0, 1, 2, 1, 3))
+        assert_equal(flags, (self.size_inferred,)*4)
+        assert_equal(sizes, (-1, -1, -1, -1))
+
+    def test_signature4(self):
+        # matrix_multiply signature from _umath_tests
+        enabled, num_dims, ixs, flags, sizes = umt.test_signature(
+            2, 1, "(n,k),(k,m)->(n,m)")
+        assert_equal(enabled, 1)
+        assert_equal(num_dims, (2, 2, 2))
+        assert_equal(ixs, (0, 1, 1, 2, 0, 2))
+        assert_equal(flags, (self.size_inferred,)*3)
+        assert_equal(sizes, (-1, -1, -1))
+
+    def test_signature5(self):
+        # matmul signature from _umath_tests
+        enabled, num_dims, ixs, flags, sizes = umt.test_signature(
+            2, 1, "(n?,k),(k,m?)->(n?,m?)")
+        assert_equal(enabled, 1)
+        assert_equal(num_dims, (2, 2, 2))
+        assert_equal(ixs, (0, 1, 1, 2, 0, 2))
+        assert_equal(flags, (self.size_inferred | self.can_ignore,
+                             self.size_inferred,
+                             self.size_inferred | self.can_ignore))
+        assert_equal(sizes, (-1, -1, -1))
+
+    def test_signature6(self):
+        enabled, num_dims, ixs, flags, sizes = umt.test_signature(
+            1, 1, "(3)->()")
+        assert_equal(enabled, 1)
+        assert_equal(num_dims, (1, 0))
+        assert_equal(ixs, (0,))
+        assert_equal(flags, (0,))
+        assert_equal(sizes, (3,))
+
+    def test_signature7(self):
+        enabled, num_dims, ixs, flags, sizes = umt.test_signature(
+            3, 1, "(3),(03,3),(n)->(9)")
+        assert_equal(enabled, 1)
+        assert_equal(num_dims, (1, 2, 1, 1))
+        assert_equal(ixs, (0, 0, 0, 1, 2))
+        assert_equal(flags, (0, self.size_inferred, 0))
+        assert_equal(sizes, (3, -1, 9))
+
+    def test_signature8(self):
+        enabled, num_dims, ixs, flags, sizes = umt.test_signature(
+            3, 1, "(3?),(3?,3?),(n)->(9)")
+        assert_equal(enabled, 1)
+        assert_equal(num_dims, (1, 2, 1, 1))
+        assert_equal(ixs, (0, 0, 0, 1, 2))
+        assert_equal(flags, (self.can_ignore, self.size_inferred, 0))
+        assert_equal(sizes, (3, -1, 9))
+
+    def test_signature9(self):
+        enabled, num_dims, ixs, flags, sizes = umt.test_signature(
+            1, 1, "(  3)  -> ( )")
+        assert_equal(enabled, 1)
+        assert_equal(num_dims, (1, 0))
+        assert_equal(ixs, (0,))
+        assert_equal(flags, (0,))
+        assert_equal(sizes, (3,))
+
+    def test_signature10(self):
+        enabled, num_dims, ixs, flags, sizes = umt.test_signature(
+            3, 1, "( 3? ) , (3? ,  3?) ,(n )-> ( 9)")
+        assert_equal(enabled, 1)
+        assert_equal(num_dims, (1, 2, 1, 1))
+        assert_equal(ixs, (0, 0, 0, 1, 2))
+        assert_equal(flags, (self.can_ignore, self.size_inferred, 0))
+        assert_equal(sizes, (3, -1, 9))
+
+    def test_signature_failure_extra_parenthesis(self):
+        with assert_raises(ValueError):
+            umt.test_signature(2, 1, "((i)),(i)->()")
+
+    def test_signature_failure_mismatching_parenthesis(self):
+        with assert_raises(ValueError):
+            umt.test_signature(2, 1, "(i),)i(->()")
+
+    def test_signature_failure_signature_missing_input_arg(self):
+        with assert_raises(ValueError):
+            umt.test_signature(2, 1, "(i),->()")
+
+    def test_signature_failure_signature_missing_output_arg(self):
+        with assert_raises(ValueError):
+            umt.test_signature(2, 2, "(i),(i)->()")
+
+    def test_get_signature(self):
+        assert_equal(umt.inner1d.signature, "(i),(i)->()")
+
+    def test_forced_sig(self):
+        a = 0.5*np.arange(3, dtype='f8')
+        assert_equal(np.add(a, 0.5), [0.5, 1, 1.5])
+        with pytest.warns(DeprecationWarning):
+            assert_equal(np.add(a, 0.5, sig='i', casting='unsafe'), [0, 0, 1])
+        assert_equal(np.add(a, 0.5, sig='ii->i', casting='unsafe'), [0, 0, 1])
+        with pytest.warns(DeprecationWarning):
+            assert_equal(np.add(a, 0.5, sig=('i4',), casting='unsafe'),
+                         [0, 0, 1])
+        assert_equal(np.add(a, 0.5, sig=('i4', 'i4', 'i4'),
+                                            casting='unsafe'), [0, 0, 1])
+
+        b = np.zeros((3,), dtype='f8')
+        np.add(a, 0.5, out=b)
+        assert_equal(b, [0.5, 1, 1.5])
+        b[:] = 0
+        with pytest.warns(DeprecationWarning):
+            np.add(a, 0.5, sig='i', out=b, casting='unsafe')
+        assert_equal(b, [0, 0, 1])
+        b[:] = 0
+        np.add(a, 0.5, sig='ii->i', out=b, casting='unsafe')
+        assert_equal(b, [0, 0, 1])
+        b[:] = 0
+        with pytest.warns(DeprecationWarning):
+            np.add(a, 0.5, sig=('i4',), out=b, casting='unsafe')
+        assert_equal(b, [0, 0, 1])
+        b[:] = 0
+        np.add(a, 0.5, sig=('i4', 'i4', 'i4'), out=b, casting='unsafe')
+        assert_equal(b, [0, 0, 1])
+
+    def test_signature_all_None(self):
+        # signature all None, is an acceptable alternative (since 1.21)
+        # to not providing a signature.
+        res1 = np.add([3], [4], sig=(None, None, None))
+        res2 = np.add([3], [4])
+        assert_array_equal(res1, res2)
+        res1 = np.maximum([3], [4], sig=(None, None, None))
+        res2 = np.maximum([3], [4])
+        assert_array_equal(res1, res2)
+
+        with pytest.raises(TypeError):
+            # special case, that would be deprecated anyway, so errors:
+            np.add(3, 4, signature=(None,))
+
+    def test_signature_dtype_type(self):
+        # Since that will be the normal behaviour (past NumPy 1.21)
+        # we do support the types already:
+        float_dtype = type(np.dtype(np.float64))
+        np.add(3, 4, signature=(float_dtype, float_dtype, None))
+
+    @pytest.mark.parametrize("casting", ["unsafe", "same_kind", "safe"])
+    def test_partial_signature_mismatch(self, casting):
+        # If the second argument matches already, no need to specify it:
+        res = np.ldexp(np.float32(1.), np.int_(2), dtype="d")
+        assert res.dtype == "d"
+        res = np.ldexp(np.float32(1.), np.int_(2), signature=(None, None, "d"))
+        assert res.dtype == "d"
+
+        # ldexp only has a loop for long input as second argument, overriding
+        # the output cannot help with that (no matter the casting)
+        with pytest.raises(TypeError):
+            np.ldexp(1., np.uint64(3), dtype="d")
+        with pytest.raises(TypeError):
+            np.ldexp(1., np.uint64(3), signature=(None, None, "d"))
+
+    def test_partial_signature_mismatch_with_cache(self):
+        with pytest.raises(TypeError):
+            np.add(np.float16(1), np.uint64(2), sig=("e", "d", None))
+        # Ensure e,d->None is in the dispatching cache (double loop)
+        np.add(np.float16(1), np.float64(2))
+        # The error must still be raised:
+        with pytest.raises(TypeError):
+            np.add(np.float16(1), np.uint64(2), sig=("e", "d", None))
+
+    def test_use_output_signature_for_all_arguments(self):
+        # Test that providing only `dtype=` or `signature=(None, None, dtype)`
+        # is sufficient if falling back to a homogeneous signature works.
+        # In this case, the `intp, intp -> intp` loop is chosen.
+        res = np.power(1.5, 2.8, dtype=np.intp, casting="unsafe")
+        assert res == 1  # the cast happens first.
+        res = np.power(1.5, 2.8, signature=(None, None, np.intp),
+                       casting="unsafe")
+        assert res == 1
+        with pytest.raises(TypeError):
+            # the unsafe casting would normally cause errors though:
+            np.power(1.5, 2.8, dtype=np.intp)
+
+    def test_signature_errors(self):
+        with pytest.raises(TypeError,
+                    match="the signature object to ufunc must be a string or"):
+            np.add(3, 4, signature=123.)  # neither a string nor a tuple
+
+        with pytest.raises(ValueError):
+            # bad symbols that do not translate to dtypes
+            np.add(3, 4, signature="%^->#")
+
+        with pytest.raises(ValueError):
+            np.add(3, 4, signature=b"ii-i")  # incomplete and byte string
+
+        with pytest.raises(ValueError):
+            np.add(3, 4, signature="ii>i")  # incomplete string
+
+        with pytest.raises(ValueError):
+            np.add(3, 4, signature=(None, "f8"))  # bad length
+
+        with pytest.raises(UnicodeDecodeError):
+            np.add(3, 4, signature=b"\xff\xff->i")
+
+    def test_forced_dtype_times(self):
+        # Signatures only set the type numbers (not the actual loop dtypes)
+        # so using `M` in a signature/dtype should generally work:
+        a = np.array(['2010-01-02', '1999-03-14', '1833-03'], dtype='>M8[D]')
+        np.maximum(a, a, dtype="M")
+        np.maximum.reduce(a, dtype="M")
+
+        arr = np.arange(10, dtype="m8[s]")
+        np.add(arr, arr, dtype="m")
+        np.maximum(arr, arr, dtype="m")
+
+    @pytest.mark.parametrize("ufunc", [np.add, np.sqrt])
+    def test_cast_safety(self, ufunc):
+        """Basic test for the safest casts, because ufuncs inner loops can
+        indicate a cast-safety as well (which is normally always "no").
+        """
+        def call_ufunc(arr, **kwargs):
+            return ufunc(*(arr,) * ufunc.nin, **kwargs)
+
+        arr = np.array([1., 2., 3.], dtype=np.float32)
+        arr_bs = arr.astype(arr.dtype.newbyteorder())
+        expected = call_ufunc(arr)
+        # Normally, a "no" cast:
+        res = call_ufunc(arr, casting="no")
+        assert_array_equal(expected, res)
+        # Byte-swapping is not allowed with "no" though:
+        with pytest.raises(TypeError):
+            call_ufunc(arr_bs, casting="no")
+
+        # But is allowed with "equiv":
+        res = call_ufunc(arr_bs, casting="equiv")
+        assert_array_equal(expected, res)
+
+        # Casting to float64 is safe, but not equiv:
+        with pytest.raises(TypeError):
+            call_ufunc(arr_bs, dtype=np.float64, casting="equiv")
+
+        # but it is safe cast:
+        res = call_ufunc(arr_bs, dtype=np.float64, casting="safe")
+        expected = call_ufunc(arr.astype(np.float64))  # upcast
+        assert_array_equal(expected, res)
+
+    def test_true_divide(self):
+        a = np.array(10)
+        b = np.array(20)
+        tgt = np.array(0.5)
+
+        for tc in 'bhilqBHILQefdgFDG':
+            dt = np.dtype(tc)
+            aa = a.astype(dt)
+            bb = b.astype(dt)
+
+            # Check result value and dtype.
+            for x, y in itertools.product([aa, -aa], [bb, -bb]):
+
+                # Check with no output type specified
+                if tc in 'FDG':
+                    tgt = complex(x)/complex(y)
+                else:
+                    tgt = float(x)/float(y)
+
+                res = np.true_divide(x, y)
+                rtol = max(np.finfo(res).resolution, 1e-15)
+                assert_allclose(res, tgt, rtol=rtol)
+
+                if tc in 'bhilqBHILQ':
+                    assert_(res.dtype.name == 'float64')
+                else:
+                    assert_(res.dtype.name == dt.name )
+
+                # Check with output type specified.  This also checks for the
+                # incorrect casts in issue gh-3484 because the unary '-' does
+                # not change types, even for unsigned types, Hence casts in the
+                # ufunc from signed to unsigned and vice versa will lead to
+                # errors in the values.
+                for tcout in 'bhilqBHILQ':
+                    dtout = np.dtype(tcout)
+                    assert_raises(TypeError, np.true_divide, x, y, dtype=dtout)
+
+                for tcout in 'efdg':
+                    dtout = np.dtype(tcout)
+                    if tc in 'FDG':
+                        # Casting complex to float is not allowed
+                        assert_raises(TypeError, np.true_divide, x, y, dtype=dtout)
+                    else:
+                        tgt = float(x)/float(y)
+                        rtol = max(np.finfo(dtout).resolution, 1e-15)
+                        # The value of tiny for double double is NaN
+                        with suppress_warnings() as sup:
+                            sup.filter(UserWarning)
+                            if not np.isnan(np.finfo(dtout).tiny):
+                                atol = max(np.finfo(dtout).tiny, 3e-308)
+                            else:
+                                atol = 3e-308
+                        # Some test values result in invalid for float16.
+                        with np.errstate(invalid='ignore'):
+                            res = np.true_divide(x, y, dtype=dtout)
+                        if not np.isfinite(res) and tcout == 'e':
+                            continue
+                        assert_allclose(res, tgt, rtol=rtol, atol=atol)
+                        assert_(res.dtype.name == dtout.name)
+
+                for tcout in 'FDG':
+                    dtout = np.dtype(tcout)
+                    tgt = complex(x)/complex(y)
+                    rtol = max(np.finfo(dtout).resolution, 1e-15)
+                    # The value of tiny for double double is NaN
+                    with suppress_warnings() as sup:
+                        sup.filter(UserWarning)
+                        if not np.isnan(np.finfo(dtout).tiny):
+                            atol = max(np.finfo(dtout).tiny, 3e-308)
+                        else:
+                            atol = 3e-308
+                    res = np.true_divide(x, y, dtype=dtout)
+                    if not np.isfinite(res):
+                        continue
+                    assert_allclose(res, tgt, rtol=rtol, atol=atol)
+                    assert_(res.dtype.name == dtout.name)
+
+        # Check booleans
+        a = np.ones((), dtype=np.bool_)
+        res = np.true_divide(a, a)
+        assert_(res == 1.0)
+        assert_(res.dtype.name == 'float64')
+        res = np.true_divide(~a, a)
+        assert_(res == 0.0)
+        assert_(res.dtype.name == 'float64')
+
+    def test_sum_stability(self):
+        a = np.ones(500, dtype=np.float32)
+        assert_almost_equal((a / 10.).sum() - a.size / 10., 0, 4)
+
+        a = np.ones(500, dtype=np.float64)
+        assert_almost_equal((a / 10.).sum() - a.size / 10., 0, 13)
+
+    def test_sum(self):
+        for dt in (int, np.float16, np.float32, np.float64, np.longdouble):
+            for v in (0, 1, 2, 7, 8, 9, 15, 16, 19, 127,
+                      128, 1024, 1235):
+                tgt = dt(v * (v + 1) / 2)
+                d = np.arange(1, v + 1, dtype=dt)
+
+                # warning if sum overflows, which it does in float16
+                overflow = not np.isfinite(tgt)
+
+                with warnings.catch_warnings(record=True) as w:
+                    warnings.simplefilter("always")
+                    assert_almost_equal(np.sum(d), tgt)
+                    assert_equal(len(w), 1 * overflow)
+
+                    assert_almost_equal(np.sum(d[::-1]), tgt)
+                    assert_equal(len(w), 2 * overflow)
+
+            d = np.ones(500, dtype=dt)
+            assert_almost_equal(np.sum(d[::2]), 250.)
+            assert_almost_equal(np.sum(d[1::2]), 250.)
+            assert_almost_equal(np.sum(d[::3]), 167.)
+            assert_almost_equal(np.sum(d[1::3]), 167.)
+            assert_almost_equal(np.sum(d[::-2]), 250.)
+            assert_almost_equal(np.sum(d[-1::-2]), 250.)
+            assert_almost_equal(np.sum(d[::-3]), 167.)
+            assert_almost_equal(np.sum(d[-1::-3]), 167.)
+            # sum with first reduction entry != 0
+            d = np.ones((1,), dtype=dt)
+            d += d
+            assert_almost_equal(d, 2.)
+
+    def test_sum_complex(self):
+        for dt in (np.complex64, np.complex128, np.clongdouble):
+            for v in (0, 1, 2, 7, 8, 9, 15, 16, 19, 127,
+                      128, 1024, 1235):
+                tgt = dt(v * (v + 1) / 2) - dt((v * (v + 1) / 2) * 1j)
+                d = np.empty(v, dtype=dt)
+                d.real = np.arange(1, v + 1)
+                d.imag = -np.arange(1, v + 1)
+                assert_almost_equal(np.sum(d), tgt)
+                assert_almost_equal(np.sum(d[::-1]), tgt)
+
+            d = np.ones(500, dtype=dt) + 1j
+            assert_almost_equal(np.sum(d[::2]), 250. + 250j)
+            assert_almost_equal(np.sum(d[1::2]), 250. + 250j)
+            assert_almost_equal(np.sum(d[::3]), 167. + 167j)
+            assert_almost_equal(np.sum(d[1::3]), 167. + 167j)
+            assert_almost_equal(np.sum(d[::-2]), 250. + 250j)
+            assert_almost_equal(np.sum(d[-1::-2]), 250. + 250j)
+            assert_almost_equal(np.sum(d[::-3]), 167. + 167j)
+            assert_almost_equal(np.sum(d[-1::-3]), 167. + 167j)
+            # sum with first reduction entry != 0
+            d = np.ones((1,), dtype=dt) + 1j
+            d += d
+            assert_almost_equal(d, 2. + 2j)
+
+    def test_sum_initial(self):
+        # Integer, single axis
+        assert_equal(np.sum([3], initial=2), 5)
+
+        # Floating point
+        assert_almost_equal(np.sum([0.2], initial=0.1), 0.3)
+
+        # Multiple non-adjacent axes
+        assert_equal(np.sum(np.ones((2, 3, 5), dtype=np.int64), axis=(0, 2), initial=2),
+                     [12, 12, 12])
+
+    def test_sum_where(self):
+        # More extensive tests done in test_reduction_with_where.
+        assert_equal(np.sum([[1., 2.], [3., 4.]], where=[True, False]), 4.)
+        assert_equal(np.sum([[1., 2.], [3., 4.]], axis=0, initial=5.,
+                            where=[True, False]), [9., 5.])
+
+    def test_inner1d(self):
+        a = np.arange(6).reshape((2, 3))
+        assert_array_equal(umt.inner1d(a, a), np.sum(a*a, axis=-1))
+        a = np.arange(6)
+        assert_array_equal(umt.inner1d(a, a), np.sum(a*a))
+
+    def test_broadcast(self):
+        msg = "broadcast"
+        a = np.arange(4).reshape((2, 1, 2))
+        b = np.arange(4).reshape((1, 2, 2))
+        assert_array_equal(umt.inner1d(a, b), np.sum(a*b, axis=-1), err_msg=msg)
+        msg = "extend & broadcast loop dimensions"
+        b = np.arange(4).reshape((2, 2))
+        assert_array_equal(umt.inner1d(a, b), np.sum(a*b, axis=-1), err_msg=msg)
+        # Broadcast in core dimensions should fail
+        a = np.arange(8).reshape((4, 2))
+        b = np.arange(4).reshape((4, 1))
+        assert_raises(ValueError, umt.inner1d, a, b)
+        # Extend core dimensions should fail
+        a = np.arange(8).reshape((4, 2))
+        b = np.array(7)
+        assert_raises(ValueError, umt.inner1d, a, b)
+        # Broadcast should fail
+        a = np.arange(2).reshape((2, 1, 1))
+        b = np.arange(3).reshape((3, 1, 1))
+        assert_raises(ValueError, umt.inner1d, a, b)
+
+        # Writing to a broadcasted array with overlap should warn, gh-2705
+        a = np.arange(2)
+        b = np.arange(4).reshape((2, 2))
+        u, v = np.broadcast_arrays(a, b)
+        assert_equal(u.strides[0], 0)
+        x = u + v
+        with warnings.catch_warnings(record=True) as w:
+            warnings.simplefilter("always")
+            u += v
+            assert_equal(len(w), 1)
+            assert_(x[0, 0] != u[0, 0])
+
+        # Output reduction should not be allowed.
+        # See gh-15139
+        a = np.arange(6).reshape(3, 2)
+        b = np.ones(2)
+        out = np.empty(())
+        assert_raises(ValueError, umt.inner1d, a, b, out)
+        out2 = np.empty(3)
+        c = umt.inner1d(a, b, out2)
+        assert_(c is out2)
+
+    def test_out_broadcasts(self):
+        # For ufuncs and gufuncs (not for reductions), we currently allow
+        # the output to cause broadcasting of the input arrays.
+        # both along dimensions with shape 1 and dimensions which do not
+        # exist at all in the inputs.
+        arr = np.arange(3).reshape(1, 3)
+        out = np.empty((5, 4, 3))
+        np.add(arr, arr, out=out)
+        assert (out == np.arange(3) * 2).all()
+
+        # The same holds for gufuncs (gh-16484)
+        umt.inner1d(arr, arr, out=out)
+        # the result would be just a scalar `5`, but is broadcast fully:
+        assert (out == 5).all()
+
+    @pytest.mark.parametrize(["arr", "out"], [
+                ([2], np.empty(())),
+                ([1, 2], np.empty(1)),
+                (np.ones((4, 3)), np.empty((4, 1)))],
+            ids=["(1,)->()", "(2,)->(1,)", "(4, 3)->(4, 1)"])
+    def test_out_broadcast_errors(self, arr, out):
+        # Output is (currently) allowed to broadcast inputs, but it cannot be
+        # smaller than the actual result.
+        with pytest.raises(ValueError, match="non-broadcastable"):
+            np.positive(arr, out=out)
+
+        with pytest.raises(ValueError, match="non-broadcastable"):
+            np.add(np.ones(()), arr, out=out)
+
+    def test_type_cast(self):
+        msg = "type cast"
+        a = np.arange(6, dtype='short').reshape((2, 3))
+        assert_array_equal(umt.inner1d(a, a), np.sum(a*a, axis=-1),
+                           err_msg=msg)
+        msg = "type cast on one argument"
+        a = np.arange(6).reshape((2, 3))
+        b = a + 0.1
+        assert_array_almost_equal(umt.inner1d(a, b), np.sum(a*b, axis=-1),
+                                  err_msg=msg)
+
+    def test_endian(self):
+        msg = "big endian"
+        a = np.arange(6, dtype='>i4').reshape((2, 3))
+        assert_array_equal(umt.inner1d(a, a), np.sum(a*a, axis=-1),
+                           err_msg=msg)
+        msg = "little endian"
+        a = np.arange(6, dtype='<i4').reshape((2, 3))
+        assert_array_equal(umt.inner1d(a, a), np.sum(a*a, axis=-1),
+                           err_msg=msg)
+
+        # Output should always be native-endian
+        Ba = np.arange(1, dtype='>f8')
+        La = np.arange(1, dtype='<f8')
+        assert_equal((Ba+Ba).dtype, np.dtype('f8'))
+        assert_equal((Ba+La).dtype, np.dtype('f8'))
+        assert_equal((La+Ba).dtype, np.dtype('f8'))
+        assert_equal((La+La).dtype, np.dtype('f8'))
+
+        assert_equal(np.absolute(La).dtype, np.dtype('f8'))
+        assert_equal(np.absolute(Ba).dtype, np.dtype('f8'))
+        assert_equal(np.negative(La).dtype, np.dtype('f8'))
+        assert_equal(np.negative(Ba).dtype, np.dtype('f8'))
+
+    def test_incontiguous_array(self):
+        msg = "incontiguous memory layout of array"
+        x = np.arange(64).reshape((2, 2, 2, 2, 2, 2))
+        a = x[:, 0,:, 0,:, 0]
+        b = x[:, 1,:, 1,:, 1]
+        a[0, 0, 0] = -1
+        msg2 = "make sure it references to the original array"
+        assert_equal(x[0, 0, 0, 0, 0, 0], -1, err_msg=msg2)
+        assert_array_equal(umt.inner1d(a, b), np.sum(a*b, axis=-1), err_msg=msg)
+        x = np.arange(24).reshape(2, 3, 4)
+        a = x.T
+        b = x.T
+        a[0, 0, 0] = -1
+        assert_equal(x[0, 0, 0], -1, err_msg=msg2)
+        assert_array_equal(umt.inner1d(a, b), np.sum(a*b, axis=-1), err_msg=msg)
+
+    def test_output_argument(self):
+        msg = "output argument"
+        a = np.arange(12).reshape((2, 3, 2))
+        b = np.arange(4).reshape((2, 1, 2)) + 1
+        c = np.zeros((2, 3), dtype='int')
+        umt.inner1d(a, b, c)
+        assert_array_equal(c, np.sum(a*b, axis=-1), err_msg=msg)
+        c[:] = -1
+        umt.inner1d(a, b, out=c)
+        assert_array_equal(c, np.sum(a*b, axis=-1), err_msg=msg)
+
+        msg = "output argument with type cast"
+        c = np.zeros((2, 3), dtype='int16')
+        umt.inner1d(a, b, c)
+        assert_array_equal(c, np.sum(a*b, axis=-1), err_msg=msg)
+        c[:] = -1
+        umt.inner1d(a, b, out=c)
+        assert_array_equal(c, np.sum(a*b, axis=-1), err_msg=msg)
+
+        msg = "output argument with incontiguous layout"
+        c = np.zeros((2, 3, 4), dtype='int16')
+        umt.inner1d(a, b, c[..., 0])
+        assert_array_equal(c[..., 0], np.sum(a*b, axis=-1), err_msg=msg)
+        c[:] = -1
+        umt.inner1d(a, b, out=c[..., 0])
+        assert_array_equal(c[..., 0], np.sum(a*b, axis=-1), err_msg=msg)
+
+    def test_axes_argument(self):
+        # inner1d signature: '(i),(i)->()'
+        inner1d = umt.inner1d
+        a = np.arange(27.).reshape((3, 3, 3))
+        b = np.arange(10., 19.).reshape((3, 1, 3))
+        # basic tests on inputs (outputs tested below with matrix_multiply).
+        c = inner1d(a, b)
+        assert_array_equal(c, (a * b).sum(-1))
+        # default
+        c = inner1d(a, b, axes=[(-1,), (-1,), ()])
+        assert_array_equal(c, (a * b).sum(-1))
+        # integers ok for single axis.
+        c = inner1d(a, b, axes=[-1, -1, ()])
+        assert_array_equal(c, (a * b).sum(-1))
+        # mix fine
+        c = inner1d(a, b, axes=[(-1,), -1, ()])
+        assert_array_equal(c, (a * b).sum(-1))
+        # can omit last axis.
+        c = inner1d(a, b, axes=[-1, -1])
+        assert_array_equal(c, (a * b).sum(-1))
+        # can pass in other types of integer (with __index__ protocol)
+        c = inner1d(a, b, axes=[np.int8(-1), np.array(-1, dtype=np.int32)])
+        assert_array_equal(c, (a * b).sum(-1))
+        # swap some axes
+        c = inner1d(a, b, axes=[0, 0])
+        assert_array_equal(c, (a * b).sum(0))
+        c = inner1d(a, b, axes=[0, 2])
+        assert_array_equal(c, (a.transpose(1, 2, 0) * b).sum(-1))
+        # Check errors for improperly constructed axes arguments.
+        # should have list.
+        assert_raises(TypeError, inner1d, a, b, axes=-1)
+        # needs enough elements
+        assert_raises(ValueError, inner1d, a, b, axes=[-1])
+        # should pass in indices.
+        assert_raises(TypeError, inner1d, a, b, axes=[-1.0, -1.0])
+        assert_raises(TypeError, inner1d, a, b, axes=[(-1.0,), -1])
+        assert_raises(TypeError, inner1d, a, b, axes=[None, 1])
+        # cannot pass an index unless there is only one dimension
+        # (output is wrong in this case)
+        assert_raises(TypeError, inner1d, a, b, axes=[-1, -1, -1])
+        # or pass in generally the wrong number of axes
+        assert_raises(ValueError, inner1d, a, b, axes=[-1, -1, (-1,)])
+        assert_raises(ValueError, inner1d, a, b, axes=[-1, (-2, -1), ()])
+        # axes need to have same length.
+        assert_raises(ValueError, inner1d, a, b, axes=[0, 1])
+
+        # matrix_multiply signature: '(m,n),(n,p)->(m,p)'
+        mm = umt.matrix_multiply
+        a = np.arange(12).reshape((2, 3, 2))
+        b = np.arange(8).reshape((2, 2, 2, 1)) + 1
+        # Sanity check.
+        c = mm(a, b)
+        assert_array_equal(c, np.matmul(a, b))
+        # Default axes.
+        c = mm(a, b, axes=[(-2, -1), (-2, -1), (-2, -1)])
+        assert_array_equal(c, np.matmul(a, b))
+        # Default with explicit axes.
+        c = mm(a, b, axes=[(1, 2), (2, 3), (2, 3)])
+        assert_array_equal(c, np.matmul(a, b))
+        # swap some axes.
+        c = mm(a, b, axes=[(0, -1), (1, 2), (-2, -1)])
+        assert_array_equal(c, np.matmul(a.transpose(1, 0, 2),
+                                        b.transpose(0, 3, 1, 2)))
+        # Default with output array.
+        c = np.empty((2, 2, 3, 1))
+        d = mm(a, b, out=c, axes=[(1, 2), (2, 3), (2, 3)])
+        assert_(c is d)
+        assert_array_equal(c, np.matmul(a, b))
+        # Transposed output array
+        c = np.empty((1, 2, 2, 3))
+        d = mm(a, b, out=c, axes=[(-2, -1), (-2, -1), (3, 0)])
+        assert_(c is d)
+        assert_array_equal(c, np.matmul(a, b).transpose(3, 0, 1, 2))
+        # Check errors for improperly constructed axes arguments.
+        # wrong argument
+        assert_raises(TypeError, mm, a, b, axis=1)
+        # axes should be list
+        assert_raises(TypeError, mm, a, b, axes=1)
+        assert_raises(TypeError, mm, a, b, axes=((-2, -1), (-2, -1), (-2, -1)))
+        # list needs to have right length
+        assert_raises(ValueError, mm, a, b, axes=[])
+        assert_raises(ValueError, mm, a, b, axes=[(-2, -1)])
+        # list should contain tuples for multiple axes
+        assert_raises(TypeError, mm, a, b, axes=[-1, -1, -1])
+        assert_raises(TypeError, mm, a, b, axes=[(-2, -1), (-2, -1), -1])
+        assert_raises(TypeError,
+                      mm, a, b, axes=[[-2, -1], [-2, -1], [-2, -1]])
+        assert_raises(TypeError,
+                      mm, a, b, axes=[(-2, -1), (-2, -1), [-2, -1]])
+        assert_raises(TypeError, mm, a, b, axes=[(-2, -1), (-2, -1), None])
+        # tuples should not have duplicated values
+        assert_raises(ValueError, mm, a, b, axes=[(-2, -1), (-2, -1), (-2, -2)])
+        # arrays should have enough axes.
+        z = np.zeros((2, 2))
+        assert_raises(ValueError, mm, z, z[0])
+        assert_raises(ValueError, mm, z, z, out=z[:, 0])
+        assert_raises(ValueError, mm, z[1], z, axes=[0, 1])
+        assert_raises(ValueError, mm, z, z, out=z[0], axes=[0, 1])
+        # Regular ufuncs should not accept axes.
+        assert_raises(TypeError, np.add, 1., 1., axes=[0])
+        # should be able to deal with bad unrelated kwargs.
+        assert_raises(TypeError, mm, z, z, axes=[0, 1], parrot=True)
+
+    def test_axis_argument(self):
+        # inner1d signature: '(i),(i)->()'
+        inner1d = umt.inner1d
+        a = np.arange(27.).reshape((3, 3, 3))
+        b = np.arange(10., 19.).reshape((3, 1, 3))
+        c = inner1d(a, b)
+        assert_array_equal(c, (a * b).sum(-1))
+        c = inner1d(a, b, axis=-1)
+        assert_array_equal(c, (a * b).sum(-1))
+        out = np.zeros_like(c)
+        d = inner1d(a, b, axis=-1, out=out)
+        assert_(d is out)
+        assert_array_equal(d, c)
+        c = inner1d(a, b, axis=0)
+        assert_array_equal(c, (a * b).sum(0))
+        # Sanity checks on innerwt and cumsum.
+        a = np.arange(6).reshape((2, 3))
+        b = np.arange(10, 16).reshape((2, 3))
+        w = np.arange(20, 26).reshape((2, 3))
+        assert_array_equal(umt.innerwt(a, b, w, axis=0),
+                           np.sum(a * b * w, axis=0))
+        assert_array_equal(umt.cumsum(a, axis=0), np.cumsum(a, axis=0))
+        assert_array_equal(umt.cumsum(a, axis=-1), np.cumsum(a, axis=-1))
+        out = np.empty_like(a)
+        b = umt.cumsum(a, out=out, axis=0)
+        assert_(out is b)
+        assert_array_equal(b, np.cumsum(a, axis=0))
+        b = umt.cumsum(a, out=out, axis=1)
+        assert_(out is b)
+        assert_array_equal(b, np.cumsum(a, axis=-1))
+        # Check errors.
+        # Cannot pass in both axis and axes.
+        assert_raises(TypeError, inner1d, a, b, axis=0, axes=[0, 0])
+        # Not an integer.
+        assert_raises(TypeError, inner1d, a, b, axis=[0])
+        # more than 1 core dimensions.
+        mm = umt.matrix_multiply
+        assert_raises(TypeError, mm, a, b, axis=1)
+        # Output wrong size in axis.
+        out = np.empty((1, 2, 3), dtype=a.dtype)
+        assert_raises(ValueError, umt.cumsum, a, out=out, axis=0)
+        # Regular ufuncs should not accept axis.
+        assert_raises(TypeError, np.add, 1., 1., axis=0)
+
+    def test_keepdims_argument(self):
+        # inner1d signature: '(i),(i)->()'
+        inner1d = umt.inner1d
+        a = np.arange(27.).reshape((3, 3, 3))
+        b = np.arange(10., 19.).reshape((3, 1, 3))
+        c = inner1d(a, b)
+        assert_array_equal(c, (a * b).sum(-1))
+        c = inner1d(a, b, keepdims=False)
+        assert_array_equal(c, (a * b).sum(-1))
+        c = inner1d(a, b, keepdims=True)
+        assert_array_equal(c, (a * b).sum(-1, keepdims=True))
+        out = np.zeros_like(c)
+        d = inner1d(a, b, keepdims=True, out=out)
+        assert_(d is out)
+        assert_array_equal(d, c)
+        # Now combined with axis and axes.
+        c = inner1d(a, b, axis=-1, keepdims=False)
+        assert_array_equal(c, (a * b).sum(-1, keepdims=False))
+        c = inner1d(a, b, axis=-1, keepdims=True)
+        assert_array_equal(c, (a * b).sum(-1, keepdims=True))
+        c = inner1d(a, b, axis=0, keepdims=False)
+        assert_array_equal(c, (a * b).sum(0, keepdims=False))
+        c = inner1d(a, b, axis=0, keepdims=True)
+        assert_array_equal(c, (a * b).sum(0, keepdims=True))
+        c = inner1d(a, b, axes=[(-1,), (-1,), ()], keepdims=False)
+        assert_array_equal(c, (a * b).sum(-1))
+        c = inner1d(a, b, axes=[(-1,), (-1,), (-1,)], keepdims=True)
+        assert_array_equal(c, (a * b).sum(-1, keepdims=True))
+        c = inner1d(a, b, axes=[0, 0], keepdims=False)
+        assert_array_equal(c, (a * b).sum(0))
+        c = inner1d(a, b, axes=[0, 0, 0], keepdims=True)
+        assert_array_equal(c, (a * b).sum(0, keepdims=True))
+        c = inner1d(a, b, axes=[0, 2], keepdims=False)
+        assert_array_equal(c, (a.transpose(1, 2, 0) * b).sum(-1))
+        c = inner1d(a, b, axes=[0, 2], keepdims=True)
+        assert_array_equal(c, (a.transpose(1, 2, 0) * b).sum(-1,
+                                                             keepdims=True))
+        c = inner1d(a, b, axes=[0, 2, 2], keepdims=True)
+        assert_array_equal(c, (a.transpose(1, 2, 0) * b).sum(-1,
+                                                             keepdims=True))
+        c = inner1d(a, b, axes=[0, 2, 0], keepdims=True)
+        assert_array_equal(c, (a * b.transpose(2, 0, 1)).sum(0, keepdims=True))
+        # Hardly useful, but should work.
+        c = inner1d(a, b, axes=[0, 2, 1], keepdims=True)
+        assert_array_equal(c, (a.transpose(1, 0, 2) * b.transpose(0, 2, 1))
+                           .sum(1, keepdims=True))
+        # Check with two core dimensions.
+        a = np.eye(3) * np.arange(4.)[:, np.newaxis, np.newaxis]
+        expected = uml.det(a)
+        c = uml.det(a, keepdims=False)
+        assert_array_equal(c, expected)
+        c = uml.det(a, keepdims=True)
+        assert_array_equal(c, expected[:, np.newaxis, np.newaxis])
+        a = np.eye(3) * np.arange(4.)[:, np.newaxis, np.newaxis]
+        expected_s, expected_l = uml.slogdet(a)
+        cs, cl = uml.slogdet(a, keepdims=False)
+        assert_array_equal(cs, expected_s)
+        assert_array_equal(cl, expected_l)
+        cs, cl = uml.slogdet(a, keepdims=True)
+        assert_array_equal(cs, expected_s[:, np.newaxis, np.newaxis])
+        assert_array_equal(cl, expected_l[:, np.newaxis, np.newaxis])
+        # Sanity check on innerwt.
+        a = np.arange(6).reshape((2, 3))
+        b = np.arange(10, 16).reshape((2, 3))
+        w = np.arange(20, 26).reshape((2, 3))
+        assert_array_equal(umt.innerwt(a, b, w, keepdims=True),
+                           np.sum(a * b * w, axis=-1, keepdims=True))
+        assert_array_equal(umt.innerwt(a, b, w, axis=0, keepdims=True),
+                           np.sum(a * b * w, axis=0, keepdims=True))
+        # Check errors.
+        # Not a boolean
+        assert_raises(TypeError, inner1d, a, b, keepdims='true')
+        # More than 1 core dimension, and core output dimensions.
+        mm = umt.matrix_multiply
+        assert_raises(TypeError, mm, a, b, keepdims=True)
+        assert_raises(TypeError, mm, a, b, keepdims=False)
+        # Regular ufuncs should not accept keepdims.
+        assert_raises(TypeError, np.add, 1., 1., keepdims=False)
+
+    def test_innerwt(self):
+        a = np.arange(6).reshape((2, 3))
+        b = np.arange(10, 16).reshape((2, 3))
+        w = np.arange(20, 26).reshape((2, 3))
+        assert_array_equal(umt.innerwt(a, b, w), np.sum(a*b*w, axis=-1))
+        a = np.arange(100, 124).reshape((2, 3, 4))
+        b = np.arange(200, 224).reshape((2, 3, 4))
+        w = np.arange(300, 324).reshape((2, 3, 4))
+        assert_array_equal(umt.innerwt(a, b, w), np.sum(a*b*w, axis=-1))
+
+    def test_innerwt_empty(self):
+        """Test generalized ufunc with zero-sized operands"""
+        a = np.array([], dtype='f8')
+        b = np.array([], dtype='f8')
+        w = np.array([], dtype='f8')
+        assert_array_equal(umt.innerwt(a, b, w), np.sum(a*b*w, axis=-1))
+
+    def test_cross1d(self):
+        """Test with fixed-sized signature."""
+        a = np.eye(3)
+        assert_array_equal(umt.cross1d(a, a), np.zeros((3, 3)))
+        out = np.zeros((3, 3))
+        result = umt.cross1d(a[0], a, out)
+        assert_(result is out)
+        assert_array_equal(result, np.vstack((np.zeros(3), a[2], -a[1])))
+        assert_raises(ValueError, umt.cross1d, np.eye(4), np.eye(4))
+        assert_raises(ValueError, umt.cross1d, a, np.arange(4.))
+        # Wrong output core dimension.
+        assert_raises(ValueError, umt.cross1d, a, np.arange(3.), np.zeros((3, 4)))
+        # Wrong output broadcast dimension (see gh-15139).
+        assert_raises(ValueError, umt.cross1d, a, np.arange(3.), np.zeros(3))
+
+    def test_can_ignore_signature(self):
+        # Comparing the effects of ? in signature:
+        # matrix_multiply: (m,n),(n,p)->(m,p)    # all must be there.
+        # matmul:        (m?,n),(n,p?)->(m?,p?)  # allow missing m, p.
+        mat = np.arange(12).reshape((2, 3, 2))
+        single_vec = np.arange(2)
+        col_vec = single_vec[:, np.newaxis]
+        col_vec_array = np.arange(8).reshape((2, 2, 2, 1)) + 1
+        # matrix @ single column vector with proper dimension
+        mm_col_vec = umt.matrix_multiply(mat, col_vec)
+        # matmul does the same thing
+        matmul_col_vec = umt.matmul(mat, col_vec)
+        assert_array_equal(matmul_col_vec, mm_col_vec)
+        # matrix @ vector without dimension making it a column vector.
+        # matrix multiply fails -> missing core dim.
+        assert_raises(ValueError, umt.matrix_multiply, mat, single_vec)
+        # matmul mimicker passes, and returns a vector.
+        matmul_col = umt.matmul(mat, single_vec)
+        assert_array_equal(matmul_col, mm_col_vec.squeeze())
+        # Now with a column array: same as for column vector,
+        # broadcasting sensibly.
+        mm_col_vec = umt.matrix_multiply(mat, col_vec_array)
+        matmul_col_vec = umt.matmul(mat, col_vec_array)
+        assert_array_equal(matmul_col_vec, mm_col_vec)
+        # As above, but for row vector
+        single_vec = np.arange(3)
+        row_vec = single_vec[np.newaxis, :]
+        row_vec_array = np.arange(24).reshape((4, 2, 1, 1, 3)) + 1
+        # row vector @ matrix
+        mm_row_vec = umt.matrix_multiply(row_vec, mat)
+        matmul_row_vec = umt.matmul(row_vec, mat)
+        assert_array_equal(matmul_row_vec, mm_row_vec)
+        # single row vector @ matrix
+        assert_raises(ValueError, umt.matrix_multiply, single_vec, mat)
+        matmul_row = umt.matmul(single_vec, mat)
+        assert_array_equal(matmul_row, mm_row_vec.squeeze())
+        # row vector array @ matrix
+        mm_row_vec = umt.matrix_multiply(row_vec_array, mat)
+        matmul_row_vec = umt.matmul(row_vec_array, mat)
+        assert_array_equal(matmul_row_vec, mm_row_vec)
+        # Now for vector combinations
+        # row vector @ column vector
+        col_vec = row_vec.T
+        col_vec_array = row_vec_array.swapaxes(-2, -1)
+        mm_row_col_vec = umt.matrix_multiply(row_vec, col_vec)
+        matmul_row_col_vec = umt.matmul(row_vec, col_vec)
+        assert_array_equal(matmul_row_col_vec, mm_row_col_vec)
+        # single row vector @ single col vector
+        assert_raises(ValueError, umt.matrix_multiply, single_vec, single_vec)
+        matmul_row_col = umt.matmul(single_vec, single_vec)
+        assert_array_equal(matmul_row_col, mm_row_col_vec.squeeze())
+        # row vector array @ matrix
+        mm_row_col_array = umt.matrix_multiply(row_vec_array, col_vec_array)
+        matmul_row_col_array = umt.matmul(row_vec_array, col_vec_array)
+        assert_array_equal(matmul_row_col_array, mm_row_col_array)
+        # Finally, check that things are *not* squeezed if one gives an
+        # output.
+        out = np.zeros_like(mm_row_col_array)
+        out = umt.matrix_multiply(row_vec_array, col_vec_array, out=out)
+        assert_array_equal(out, mm_row_col_array)
+        out[:] = 0
+        out = umt.matmul(row_vec_array, col_vec_array, out=out)
+        assert_array_equal(out, mm_row_col_array)
+        # And check one cannot put missing dimensions back.
+        out = np.zeros_like(mm_row_col_vec)
+        assert_raises(ValueError, umt.matrix_multiply, single_vec, single_vec,
+                      out)
+        # But fine for matmul, since it is just a broadcast.
+        out = umt.matmul(single_vec, single_vec, out)
+        assert_array_equal(out, mm_row_col_vec.squeeze())
+
+    def test_matrix_multiply(self):
+        self.compare_matrix_multiply_results(np.int64)
+        self.compare_matrix_multiply_results(np.double)
+
+    def test_matrix_multiply_umath_empty(self):
+        res = umt.matrix_multiply(np.ones((0, 10)), np.ones((10, 0)))
+        assert_array_equal(res, np.zeros((0, 0)))
+        res = umt.matrix_multiply(np.ones((10, 0)), np.ones((0, 10)))
+        assert_array_equal(res, np.zeros((10, 10)))
+
+    def compare_matrix_multiply_results(self, tp):
+        d1 = np.array(np.random.rand(2, 3, 4), dtype=tp)
+        d2 = np.array(np.random.rand(2, 3, 4), dtype=tp)
+        msg = "matrix multiply on type %s" % d1.dtype.name
+
+        def permute_n(n):
+            if n == 1:
+                return ([0],)
+            ret = ()
+            base = permute_n(n-1)
+            for perm in base:
+                for i in range(n):
+                    new = perm + [n-1]
+                    new[n-1] = new[i]
+                    new[i] = n-1
+                    ret += (new,)
+            return ret
+
+        def slice_n(n):
+            if n == 0:
+                return ((),)
+            ret = ()
+            base = slice_n(n-1)
+            for sl in base:
+                ret += (sl+(slice(None),),)
+                ret += (sl+(slice(0, 1),),)
+            return ret
+
+        def broadcastable(s1, s2):
+            return s1 == s2 or s1 == 1 or s2 == 1
+
+        permute_3 = permute_n(3)
+        slice_3 = slice_n(3) + ((slice(None, None, -1),)*3,)
+
+        ref = True
+        for p1 in permute_3:
+            for p2 in permute_3:
+                for s1 in slice_3:
+                    for s2 in slice_3:
+                        a1 = d1.transpose(p1)[s1]
+                        a2 = d2.transpose(p2)[s2]
+                        ref = ref and a1.base is not None
+                        ref = ref and a2.base is not None
+                        if (a1.shape[-1] == a2.shape[-2] and
+                                broadcastable(a1.shape[0], a2.shape[0])):
+                            assert_array_almost_equal(
+                                umt.matrix_multiply(a1, a2),
+                                np.sum(a2[..., np.newaxis].swapaxes(-3, -1) *
+                                       a1[..., np.newaxis,:], axis=-1),
+                                err_msg=msg + ' %s %s' % (str(a1.shape),
+                                                          str(a2.shape)))
+
+        assert_equal(ref, True, err_msg="reference check")
+
+    def test_euclidean_pdist(self):
+        a = np.arange(12, dtype=float).reshape(4, 3)
+        out = np.empty((a.shape[0] * (a.shape[0] - 1) // 2,), dtype=a.dtype)
+        umt.euclidean_pdist(a, out)
+        b = np.sqrt(np.sum((a[:, None] - a)**2, axis=-1))
+        b = b[~np.tri(a.shape[0], dtype=bool)]
+        assert_almost_equal(out, b)
+        # An output array is required to determine p with signature (n,d)->(p)
+        assert_raises(ValueError, umt.euclidean_pdist, a)
+
+    def test_cumsum(self):
+        a = np.arange(10)
+        result = umt.cumsum(a)
+        assert_array_equal(result, a.cumsum())
+
+    def test_object_logical(self):
+        a = np.array([3, None, True, False, "test", ""], dtype=object)
+        assert_equal(np.logical_or(a, None),
+                        np.array([x or None for x in a], dtype=object))
+        assert_equal(np.logical_or(a, True),
+                        np.array([x or True for x in a], dtype=object))
+        assert_equal(np.logical_or(a, 12),
+                        np.array([x or 12 for x in a], dtype=object))
+        assert_equal(np.logical_or(a, "blah"),
+                        np.array([x or "blah" for x in a], dtype=object))
+
+        assert_equal(np.logical_and(a, None),
+                        np.array([x and None for x in a], dtype=object))
+        assert_equal(np.logical_and(a, True),
+                        np.array([x and True for x in a], dtype=object))
+        assert_equal(np.logical_and(a, 12),
+                        np.array([x and 12 for x in a], dtype=object))
+        assert_equal(np.logical_and(a, "blah"),
+                        np.array([x and "blah" for x in a], dtype=object))
+
+        assert_equal(np.logical_not(a),
+                        np.array([not x for x in a], dtype=object))
+
+        assert_equal(np.logical_or.reduce(a), 3)
+        assert_equal(np.logical_and.reduce(a), None)
+
+    def test_object_comparison(self):
+        class HasComparisons:
+            def __eq__(self, other):
+                return '=='
+
+        arr0d = np.array(HasComparisons())
+        assert_equal(arr0d == arr0d, True)
+        assert_equal(np.equal(arr0d, arr0d), True)  # normal behavior is a cast
+
+        arr1d = np.array([HasComparisons()])
+        assert_equal(arr1d == arr1d, np.array([True]))
+        assert_equal(np.equal(arr1d, arr1d), np.array([True]))  # normal behavior is a cast
+        assert_equal(np.equal(arr1d, arr1d, dtype=object), np.array(['==']))
+
+    def test_object_array_reduction(self):
+        # Reductions on object arrays
+        a = np.array(['a', 'b', 'c'], dtype=object)
+        assert_equal(np.sum(a), 'abc')
+        assert_equal(np.max(a), 'c')
+        assert_equal(np.min(a), 'a')
+        a = np.array([True, False, True], dtype=object)
+        assert_equal(np.sum(a), 2)
+        assert_equal(np.prod(a), 0)
+        assert_equal(np.any(a), True)
+        assert_equal(np.all(a), False)
+        assert_equal(np.max(a), True)
+        assert_equal(np.min(a), False)
+        assert_equal(np.array([[1]], dtype=object).sum(), 1)
+        assert_equal(np.array([[[1, 2]]], dtype=object).sum((0, 1)), [1, 2])
+        assert_equal(np.array([1], dtype=object).sum(initial=1), 2)
+        assert_equal(np.array([[1], [2, 3]], dtype=object)
+                     .sum(initial=[0], where=[False, True]), [0, 2, 3])
+
+    def test_object_array_accumulate_inplace(self):
+        # Checks that in-place accumulates work, see also gh-7402
+        arr = np.ones(4, dtype=object)
+        arr[:] = [[1] for i in range(4)]
+        # Twice reproduced also for tuples:
+        np.add.accumulate(arr, out=arr)
+        np.add.accumulate(arr, out=arr)
+        assert_array_equal(arr,
+                           np.array([[1]*i for i in [1, 3, 6, 10]], dtype=object),
+                          )
+
+        # And the same if the axis argument is used
+        arr = np.ones((2, 4), dtype=object)
+        arr[0, :] = [[2] for i in range(4)]
+        np.add.accumulate(arr, out=arr, axis=-1)
+        np.add.accumulate(arr, out=arr, axis=-1)
+        assert_array_equal(arr[0, :],
+                           np.array([[2]*i for i in [1, 3, 6, 10]], dtype=object),
+                          )
+
+    def test_object_array_accumulate_failure(self):
+        # Typical accumulation on object works as expected:
+        res = np.add.accumulate(np.array([1, 0, 2], dtype=object))
+        assert_array_equal(res, np.array([1, 1, 3], dtype=object))
+        # But errors are propagated from the inner-loop if they occur:
+        with pytest.raises(TypeError):
+            np.add.accumulate([1, None, 2])
+
+    def test_object_array_reduceat_inplace(self):
+        # Checks that in-place reduceats work, see also gh-7465
+        arr = np.empty(4, dtype=object)
+        arr[:] = [[1] for i in range(4)]
+        out = np.empty(4, dtype=object)
+        out[:] = [[1] for i in range(4)]
+        np.add.reduceat(arr, np.arange(4), out=arr)
+        np.add.reduceat(arr, np.arange(4), out=arr)
+        assert_array_equal(arr, out)
+
+        # And the same if the axis argument is used
+        arr = np.ones((2, 4), dtype=object)
+        arr[0, :] = [[2] for i in range(4)]
+        out = np.ones((2, 4), dtype=object)
+        out[0, :] = [[2] for i in range(4)]
+        np.add.reduceat(arr, np.arange(4), out=arr, axis=-1)
+        np.add.reduceat(arr, np.arange(4), out=arr, axis=-1)
+        assert_array_equal(arr, out)
+
+    def test_object_array_reduceat_failure(self):
+        # Reduceat works as expected when no invalid operation occurs (None is
+        # not involved in an operation here)
+        res = np.add.reduceat(np.array([1, None, 2], dtype=object), [1, 2])
+        assert_array_equal(res, np.array([None, 2], dtype=object))
+        # But errors when None would be involved in an operation:
+        with pytest.raises(TypeError):
+            np.add.reduceat([1, None, 2], [0, 2])
+
+    def test_zerosize_reduction(self):
+        # Test with default dtype and object dtype
+        for a in [[], np.array([], dtype=object)]:
+            assert_equal(np.sum(a), 0)
+            assert_equal(np.prod(a), 1)
+            assert_equal(np.any(a), False)
+            assert_equal(np.all(a), True)
+            assert_raises(ValueError, np.max, a)
+            assert_raises(ValueError, np.min, a)
+
+    def test_axis_out_of_bounds(self):
+        a = np.array([False, False])
+        assert_raises(np.AxisError, a.all, axis=1)
+        a = np.array([False, False])
+        assert_raises(np.AxisError, a.all, axis=-2)
+
+        a = np.array([False, False])
+        assert_raises(np.AxisError, a.any, axis=1)
+        a = np.array([False, False])
+        assert_raises(np.AxisError, a.any, axis=-2)
+
+    def test_scalar_reduction(self):
+        # The functions 'sum', 'prod', etc allow specifying axis=0
+        # even for scalars
+        assert_equal(np.sum(3, axis=0), 3)
+        assert_equal(np.prod(3.5, axis=0), 3.5)
+        assert_equal(np.any(True, axis=0), True)
+        assert_equal(np.all(False, axis=0), False)
+        assert_equal(np.max(3, axis=0), 3)
+        assert_equal(np.min(2.5, axis=0), 2.5)
+
+        # Check scalar behaviour for ufuncs without an identity
+        assert_equal(np.power.reduce(3), 3)
+
+        # Make sure that scalars are coming out from this operation
+        assert_(type(np.prod(np.float32(2.5), axis=0)) is np.float32)
+        assert_(type(np.sum(np.float32(2.5), axis=0)) is np.float32)
+        assert_(type(np.max(np.float32(2.5), axis=0)) is np.float32)
+        assert_(type(np.min(np.float32(2.5), axis=0)) is np.float32)
+
+        # check if scalars/0-d arrays get cast
+        assert_(type(np.any(0, axis=0)) is np.bool_)
+
+        # assert that 0-d arrays get wrapped
+        class MyArray(np.ndarray):
+            pass
+        a = np.array(1).view(MyArray)
+        assert_(type(np.any(a)) is MyArray)
+
+    def test_casting_out_param(self):
+        # Test that it's possible to do casts on output
+        a = np.ones((200, 100), np.int64)
+        b = np.ones((200, 100), np.int64)
+        c = np.ones((200, 100), np.float64)
+        np.add(a, b, out=c)
+        assert_equal(c, 2)
+
+        a = np.zeros(65536)
+        b = np.zeros(65536, dtype=np.float32)
+        np.subtract(a, 0, out=b)
+        assert_equal(b, 0)
+
+    def test_where_param(self):
+        # Test that the where= ufunc parameter works with regular arrays
+        a = np.arange(7)
+        b = np.ones(7)
+        c = np.zeros(7)
+        np.add(a, b, out=c, where=(a % 2 == 1))
+        assert_equal(c, [0, 2, 0, 4, 0, 6, 0])
+
+        a = np.arange(4).reshape(2, 2) + 2
+        np.power(a, [2, 3], out=a, where=[[0, 1], [1, 0]])
+        assert_equal(a, [[2, 27], [16, 5]])
+        # Broadcasting the where= parameter
+        np.subtract(a, 2, out=a, where=[True, False])
+        assert_equal(a, [[0, 27], [14, 5]])
+
+    def test_where_param_buffer_output(self):
+        # This test is temporarily skipped because it requires
+        # adding masking features to the nditer to work properly
+
+        # With casting on output
+        a = np.ones(10, np.int64)
+        b = np.ones(10, np.int64)
+        c = 1.5 * np.ones(10, np.float64)
+        np.add(a, b, out=c, where=[1, 0, 0, 1, 0, 0, 1, 1, 1, 0])
+        assert_equal(c, [2, 1.5, 1.5, 2, 1.5, 1.5, 2, 2, 2, 1.5])
+
+    def test_where_param_alloc(self):
+        # With casting and allocated output
+        a = np.array([1], dtype=np.int64)
+        m = np.array([True], dtype=bool)
+        assert_equal(np.sqrt(a, where=m), [1])
+
+        # No casting and allocated output
+        a = np.array([1], dtype=np.float64)
+        m = np.array([True], dtype=bool)
+        assert_equal(np.sqrt(a, where=m), [1])
+
+    def test_where_with_broadcasting(self):
+        # See gh-17198
+        a = np.random.random((5000, 4))
+        b = np.random.random((5000, 1))
+
+        where = a > 0.3
+        out = np.full_like(a, 0)
+        np.less(a, b, where=where, out=out)
+        b_where = np.broadcast_to(b, a.shape)[where]
+        assert_array_equal((a[where] < b_where), out[where].astype(bool))
+        assert not out[~where].any()  # outside mask, out remains all 0
+
+    def check_identityless_reduction(self, a):
+        # np.minimum.reduce is an identityless reduction
+
+        # Verify that it sees the zero at various positions
+        a[...] = 1
+        a[1, 0, 0] = 0
+        assert_equal(np.minimum.reduce(a, axis=None), 0)
+        assert_equal(np.minimum.reduce(a, axis=(0, 1)), [0, 1, 1, 1])
+        assert_equal(np.minimum.reduce(a, axis=(0, 2)), [0, 1, 1])
+        assert_equal(np.minimum.reduce(a, axis=(1, 2)), [1, 0])
+        assert_equal(np.minimum.reduce(a, axis=0),
+                                    [[0, 1, 1, 1], [1, 1, 1, 1], [1, 1, 1, 1]])
+        assert_equal(np.minimum.reduce(a, axis=1),
+                                    [[1, 1, 1, 1], [0, 1, 1, 1]])
+        assert_equal(np.minimum.reduce(a, axis=2),
+                                    [[1, 1, 1], [0, 1, 1]])
+        assert_equal(np.minimum.reduce(a, axis=()), a)
+
+        a[...] = 1
+        a[0, 1, 0] = 0
+        assert_equal(np.minimum.reduce(a, axis=None), 0)
+        assert_equal(np.minimum.reduce(a, axis=(0, 1)), [0, 1, 1, 1])
+        assert_equal(np.minimum.reduce(a, axis=(0, 2)), [1, 0, 1])
+        assert_equal(np.minimum.reduce(a, axis=(1, 2)), [0, 1])
+        assert_equal(np.minimum.reduce(a, axis=0),
+                                    [[1, 1, 1, 1], [0, 1, 1, 1], [1, 1, 1, 1]])
+        assert_equal(np.minimum.reduce(a, axis=1),
+                                    [[0, 1, 1, 1], [1, 1, 1, 1]])
+        assert_equal(np.minimum.reduce(a, axis=2),
+                                    [[1, 0, 1], [1, 1, 1]])
+        assert_equal(np.minimum.reduce(a, axis=()), a)
+
+        a[...] = 1
+        a[0, 0, 1] = 0
+        assert_equal(np.minimum.reduce(a, axis=None), 0)
+        assert_equal(np.minimum.reduce(a, axis=(0, 1)), [1, 0, 1, 1])
+        assert_equal(np.minimum.reduce(a, axis=(0, 2)), [0, 1, 1])
+        assert_equal(np.minimum.reduce(a, axis=(1, 2)), [0, 1])
+        assert_equal(np.minimum.reduce(a, axis=0),
+                                    [[1, 0, 1, 1], [1, 1, 1, 1], [1, 1, 1, 1]])
+        assert_equal(np.minimum.reduce(a, axis=1),
+                                    [[1, 0, 1, 1], [1, 1, 1, 1]])
+        assert_equal(np.minimum.reduce(a, axis=2),
+                                    [[0, 1, 1], [1, 1, 1]])
+        assert_equal(np.minimum.reduce(a, axis=()), a)
+
+    @requires_memory(6 * 1024**3)
+    def test_identityless_reduction_huge_array(self):
+        # Regression test for gh-20921 (copying identity incorrectly failed)
+        arr = np.zeros((2, 2**31), 'uint8')
+        arr[:, 0] = [1, 3]
+        arr[:, -1] = [4, 1]
+        res = np.maximum.reduce(arr, axis=0)
+        del arr
+        assert res[0] == 3
+        assert res[-1] == 4
+
+    def test_identityless_reduction_corder(self):
+        a = np.empty((2, 3, 4), order='C')
+        self.check_identityless_reduction(a)
+
+    def test_identityless_reduction_forder(self):
+        a = np.empty((2, 3, 4), order='F')
+        self.check_identityless_reduction(a)
+
+    def test_identityless_reduction_otherorder(self):
+        a = np.empty((2, 4, 3), order='C').swapaxes(1, 2)
+        self.check_identityless_reduction(a)
+
+    def test_identityless_reduction_noncontig(self):
+        a = np.empty((3, 5, 4), order='C').swapaxes(1, 2)
+        a = a[1:, 1:, 1:]
+        self.check_identityless_reduction(a)
+
+    def test_identityless_reduction_noncontig_unaligned(self):
+        a = np.empty((3*4*5*8 + 1,), dtype='i1')
+        a = a[1:].view(dtype='f8')
+        a.shape = (3, 4, 5)
+        a = a[1:, 1:, 1:]
+        self.check_identityless_reduction(a)
+
+    def test_initial_reduction(self):
+        # np.minimum.reduce is an identityless reduction
+
+        # For cases like np.maximum(np.abs(...), initial=0)
+        # More generally, a supremum over non-negative numbers.
+        assert_equal(np.maximum.reduce([], initial=0), 0)
+
+        # For cases like reduction of an empty array over the reals.
+        assert_equal(np.minimum.reduce([], initial=np.inf), np.inf)
+        assert_equal(np.maximum.reduce([], initial=-np.inf), -np.inf)
+
+        # Random tests
+        assert_equal(np.minimum.reduce([5], initial=4), 4)
+        assert_equal(np.maximum.reduce([4], initial=5), 5)
+        assert_equal(np.maximum.reduce([5], initial=4), 5)
+        assert_equal(np.minimum.reduce([4], initial=5), 4)
+
+        # Check initial=None raises ValueError for both types of ufunc reductions
+        assert_raises(ValueError, np.minimum.reduce, [], initial=None)
+        assert_raises(ValueError, np.add.reduce, [], initial=None)
+
+        # Check that np._NoValue gives default behavior.
+        assert_equal(np.add.reduce([], initial=np._NoValue), 0)
+
+        # Check that initial kwarg behaves as intended for dtype=object
+        a = np.array([10], dtype=object)
+        res = np.add.reduce(a, initial=5)
+        assert_equal(res, 15)
+
+    @pytest.mark.parametrize('axis', (0, 1, None))
+    @pytest.mark.parametrize('where', (np.array([False, True, True]),
+                                       np.array([[True], [False], [True]]),
+                                       np.array([[True, False, False],
+                                                 [False, True, False],
+                                                 [False, True, True]])))
+    def test_reduction_with_where(self, axis, where):
+        a = np.arange(9.).reshape(3, 3)
+        a_copy = a.copy()
+        a_check = np.zeros_like(a)
+        np.positive(a, out=a_check, where=where)
+
+        res = np.add.reduce(a, axis=axis, where=where)
+        check = a_check.sum(axis)
+        assert_equal(res, check)
+        # Check we do not overwrite elements of a internally.
+        assert_array_equal(a, a_copy)
+
+    @pytest.mark.parametrize(('axis', 'where'),
+                             ((0, np.array([True, False, True])),
+                              (1, [True, True, False]),
+                              (None, True)))
+    @pytest.mark.parametrize('initial', (-np.inf, 5.))
+    def test_reduction_with_where_and_initial(self, axis, where, initial):
+        a = np.arange(9.).reshape(3, 3)
+        a_copy = a.copy()
+        a_check = np.full(a.shape, -np.inf)
+        np.positive(a, out=a_check, where=where)
+
+        res = np.maximum.reduce(a, axis=axis, where=where, initial=initial)
+        check = a_check.max(axis, initial=initial)
+        assert_equal(res, check)
+
+    def test_reduction_where_initial_needed(self):
+        a = np.arange(9.).reshape(3, 3)
+        m = [False, True, False]
+        assert_raises(ValueError, np.maximum.reduce, a, where=m)
+
+    def test_identityless_reduction_nonreorderable(self):
+        a = np.array([[8.0, 2.0, 2.0], [1.0, 0.5, 0.25]])
+
+        res = np.divide.reduce(a, axis=0)
+        assert_equal(res, [8.0, 4.0, 8.0])
+
+        res = np.divide.reduce(a, axis=1)
+        assert_equal(res, [2.0, 8.0])
+
+        res = np.divide.reduce(a, axis=())
+        assert_equal(res, a)
+
+        assert_raises(ValueError, np.divide.reduce, a, axis=(0, 1))
+
+    def test_reduce_zero_axis(self):
+        # If we have a n x m array and do a reduction with axis=1, then we are
+        # doing n reductions, and each reduction takes an m-element array. For
+        # a reduction operation without an identity, then:
+        #   n > 0, m > 0: fine
+        #   n = 0, m > 0: fine, doing 0 reductions of m-element arrays
+        #   n > 0, m = 0: can't reduce a 0-element array, ValueError
+        #   n = 0, m = 0: can't reduce a 0-element array, ValueError (for
+        #     consistency with the above case)
+        # This test doesn't actually look at return values, it just checks to
+        # make sure that error we get an error in exactly those cases where we
+        # expect one, and assumes the calculations themselves are done
+        # correctly.
+
+        def ok(f, *args, **kwargs):
+            f(*args, **kwargs)
+
+        def err(f, *args, **kwargs):
+            assert_raises(ValueError, f, *args, **kwargs)
+
+        def t(expect, func, n, m):
+            expect(func, np.zeros((n, m)), axis=1)
+            expect(func, np.zeros((m, n)), axis=0)
+            expect(func, np.zeros((n // 2, n // 2, m)), axis=2)
+            expect(func, np.zeros((n // 2, m, n // 2)), axis=1)
+            expect(func, np.zeros((n, m // 2, m // 2)), axis=(1, 2))
+            expect(func, np.zeros((m // 2, n, m // 2)), axis=(0, 2))
+            expect(func, np.zeros((m // 3, m // 3, m // 3,
+                                  n // 2, n // 2)),
+                                 axis=(0, 1, 2))
+            # Check what happens if the inner (resp. outer) dimensions are a
+            # mix of zero and non-zero:
+            expect(func, np.zeros((10, m, n)), axis=(0, 1))
+            expect(func, np.zeros((10, n, m)), axis=(0, 2))
+            expect(func, np.zeros((m, 10, n)), axis=0)
+            expect(func, np.zeros((10, m, n)), axis=1)
+            expect(func, np.zeros((10, n, m)), axis=2)
+
+        # np.maximum is just an arbitrary ufunc with no reduction identity
+        assert_equal(np.maximum.identity, None)
+        t(ok, np.maximum.reduce, 30, 30)
+        t(ok, np.maximum.reduce, 0, 30)
+        t(err, np.maximum.reduce, 30, 0)
+        t(err, np.maximum.reduce, 0, 0)
+        err(np.maximum.reduce, [])
+        np.maximum.reduce(np.zeros((0, 0)), axis=())
+
+        # all of the combinations are fine for a reduction that has an
+        # identity
+        t(ok, np.add.reduce, 30, 30)
+        t(ok, np.add.reduce, 0, 30)
+        t(ok, np.add.reduce, 30, 0)
+        t(ok, np.add.reduce, 0, 0)
+        np.add.reduce([])
+        np.add.reduce(np.zeros((0, 0)), axis=())
+
+        # OTOH, accumulate always makes sense for any combination of n and m,
+        # because it maps an m-element array to an m-element array. These
+        # tests are simpler because accumulate doesn't accept multiple axes.
+        for uf in (np.maximum, np.add):
+            uf.accumulate(np.zeros((30, 0)), axis=0)
+            uf.accumulate(np.zeros((0, 30)), axis=0)
+            uf.accumulate(np.zeros((30, 30)), axis=0)
+            uf.accumulate(np.zeros((0, 0)), axis=0)
+
+    def test_safe_casting(self):
+        # In old versions of numpy, in-place operations used the 'unsafe'
+        # casting rules. In versions >= 1.10, 'same_kind' is the
+        # default and an exception is raised instead of a warning.
+        # when 'same_kind' is not satisfied.
+        a = np.array([1, 2, 3], dtype=int)
+        # Non-in-place addition is fine
+        assert_array_equal(assert_no_warnings(np.add, a, 1.1),
+                           [2.1, 3.1, 4.1])
+        assert_raises(TypeError, np.add, a, 1.1, out=a)
+
+        def add_inplace(a, b):
+            a += b
+
+        assert_raises(TypeError, add_inplace, a, 1.1)
+        # Make sure that explicitly overriding the exception is allowed:
+        assert_no_warnings(np.add, a, 1.1, out=a, casting="unsafe")
+        assert_array_equal(a, [2, 3, 4])
+
+    def test_ufunc_custom_out(self):
+        # Test ufunc with built in input types and custom output type
+
+        a = np.array([0, 1, 2], dtype='i8')
+        b = np.array([0, 1, 2], dtype='i8')
+        c = np.empty(3, dtype=_rational_tests.rational)
+
+        # Output must be specified so numpy knows what
+        # ufunc signature to look for
+        result = _rational_tests.test_add(a, b, c)
+        target = np.array([0, 2, 4], dtype=_rational_tests.rational)
+        assert_equal(result, target)
+
+        # The new resolution means that we can (usually) find custom loops
+        # as long as they match exactly:
+        result = _rational_tests.test_add(a, b)
+        assert_equal(result, target)
+
+        # This works even more generally, so long the default common-dtype
+        # promoter works out:
+        result = _rational_tests.test_add(a, b.astype(np.uint16), out=c)
+        assert_equal(result, target)
+
+        # But, it can be fooled, e.g. (use scalars, which forces legacy
+        # type resolution to kick in, which then fails):
+        with assert_raises(TypeError):
+            _rational_tests.test_add(a, np.uint16(2))
+
+    def test_operand_flags(self):
+        a = np.arange(16, dtype='l').reshape(4, 4)
+        b = np.arange(9, dtype='l').reshape(3, 3)
+        opflag_tests.inplace_add(a[:-1, :-1], b)
+        assert_equal(a, np.array([[0, 2, 4, 3], [7, 9, 11, 7],
+            [14, 16, 18, 11], [12, 13, 14, 15]], dtype='l'))
+
+        a = np.array(0)
+        opflag_tests.inplace_add(a, 3)
+        assert_equal(a, 3)
+        opflag_tests.inplace_add(a, [3, 4])
+        assert_equal(a, 10)
+
+    def test_struct_ufunc(self):
+        import numpy.core._struct_ufunc_tests as struct_ufunc
+
+        a = np.array([(1, 2, 3)], dtype='u8,u8,u8')
+        b = np.array([(1, 2, 3)], dtype='u8,u8,u8')
+
+        result = struct_ufunc.add_triplet(a, b)
+        assert_equal(result, np.array([(2, 4, 6)], dtype='u8,u8,u8'))
+        assert_raises(RuntimeError, struct_ufunc.register_fail)
+
+    def test_custom_ufunc(self):
+        a = np.array(
+            [_rational_tests.rational(1, 2),
+             _rational_tests.rational(1, 3),
+             _rational_tests.rational(1, 4)],
+            dtype=_rational_tests.rational)
+        b = np.array(
+            [_rational_tests.rational(1, 2),
+             _rational_tests.rational(1, 3),
+             _rational_tests.rational(1, 4)],
+            dtype=_rational_tests.rational)
+
+        result = _rational_tests.test_add_rationals(a, b)
+        expected = np.array(
+            [_rational_tests.rational(1),
+             _rational_tests.rational(2, 3),
+             _rational_tests.rational(1, 2)],
+            dtype=_rational_tests.rational)
+        assert_equal(result, expected)
+
+    def test_custom_ufunc_forced_sig(self):
+        # gh-9351 - looking for a non-first userloop would previously hang
+        with assert_raises(TypeError):
+            np.multiply(_rational_tests.rational(1), 1,
+                        signature=(_rational_tests.rational, int, None))
+
+    def test_custom_array_like(self):
+
+        class MyThing:
+            __array_priority__ = 1000
+
+            rmul_count = 0
+            getitem_count = 0
+
+            def __init__(self, shape):
+                self.shape = shape
+
+            def __len__(self):
+                return self.shape[0]
+
+            def __getitem__(self, i):
+                MyThing.getitem_count += 1
+                if not isinstance(i, tuple):
+                    i = (i,)
+                if len(i) > self.ndim:
+                    raise IndexError("boo")
+
+                return MyThing(self.shape[len(i):])
+
+            def __rmul__(self, other):
+                MyThing.rmul_count += 1
+                return self
+
+        np.float64(5)*MyThing((3, 3))
+        assert_(MyThing.rmul_count == 1, MyThing.rmul_count)
+        assert_(MyThing.getitem_count <= 2, MyThing.getitem_count)
+
+    def test_inplace_fancy_indexing(self):
+
+        a = np.arange(10)
+        np.add.at(a, [2, 5, 2], 1)
+        assert_equal(a, [0, 1, 4, 3, 4, 6, 6, 7, 8, 9])
+
+        a = np.arange(10)
+        b = np.array([100, 100, 100])
+        np.add.at(a, [2, 5, 2], b)
+        assert_equal(a, [0, 1, 202, 3, 4, 105, 6, 7, 8, 9])
+
+        a = np.arange(9).reshape(3, 3)
+        b = np.array([[100, 100, 100], [200, 200, 200], [300, 300, 300]])
+        np.add.at(a, (slice(None), [1, 2, 1]), b)
+        assert_equal(a, [[0, 201, 102], [3, 404, 205], [6, 607, 308]])
+
+        a = np.arange(27).reshape(3, 3, 3)
+        b = np.array([100, 200, 300])
+        np.add.at(a, (slice(None), slice(None), [1, 2, 1]), b)
+        assert_equal(a,
+            [[[0, 401, 202],
+              [3, 404, 205],
+              [6, 407, 208]],
+
+             [[9, 410, 211],
+              [12, 413, 214],
+              [15, 416, 217]],
+
+             [[18, 419, 220],
+              [21, 422, 223],
+              [24, 425, 226]]])
+
+        a = np.arange(9).reshape(3, 3)
+        b = np.array([[100, 100, 100], [200, 200, 200], [300, 300, 300]])
+        np.add.at(a, ([1, 2, 1], slice(None)), b)
+        assert_equal(a, [[0, 1, 2], [403, 404, 405], [206, 207, 208]])
+
+        a = np.arange(27).reshape(3, 3, 3)
+        b = np.array([100, 200, 300])
+        np.add.at(a, (slice(None), [1, 2, 1], slice(None)), b)
+        assert_equal(a,
+            [[[0,  1,  2],
+              [203, 404, 605],
+              [106, 207, 308]],
+
+             [[9,  10, 11],
+              [212, 413, 614],
+              [115, 216, 317]],
+
+             [[18, 19, 20],
+              [221, 422, 623],
+              [124, 225, 326]]])
+
+        a = np.arange(9).reshape(3, 3)
+        b = np.array([100, 200, 300])
+        np.add.at(a, (0, [1, 2, 1]), b)
+        assert_equal(a, [[0, 401, 202], [3, 4, 5], [6, 7, 8]])
+
+        a = np.arange(27).reshape(3, 3, 3)
+        b = np.array([100, 200, 300])
+        np.add.at(a, ([1, 2, 1], 0, slice(None)), b)
+        assert_equal(a,
+            [[[0,  1,  2],
+              [3,  4,  5],
+              [6,  7,  8]],
+
+             [[209, 410, 611],
+              [12,  13, 14],
+              [15,  16, 17]],
+
+             [[118, 219, 320],
+              [21,  22, 23],
+              [24,  25, 26]]])
+
+        a = np.arange(27).reshape(3, 3, 3)
+        b = np.array([100, 200, 300])
+        np.add.at(a, (slice(None), slice(None), slice(None)), b)
+        assert_equal(a,
+            [[[100, 201, 302],
+              [103, 204, 305],
+              [106, 207, 308]],
+
+             [[109, 210, 311],
+              [112, 213, 314],
+              [115, 216, 317]],
+
+             [[118, 219, 320],
+              [121, 222, 323],
+              [124, 225, 326]]])
+
+        a = np.arange(10)
+        np.negative.at(a, [2, 5, 2])
+        assert_equal(a, [0, 1, 2, 3, 4, -5, 6, 7, 8, 9])
+
+        # Test 0-dim array
+        a = np.array(0)
+        np.add.at(a, (), 1)
+        assert_equal(a, 1)
+
+        assert_raises(IndexError, np.add.at, a, 0, 1)
+        assert_raises(IndexError, np.add.at, a, [], 1)
+
+        # Test mixed dtypes
+        a = np.arange(10)
+        np.power.at(a, [1, 2, 3, 2], 3.5)
+        assert_equal(a, np.array([0, 1, 4414, 46, 4, 5, 6, 7, 8, 9]))
+
+        # Test boolean indexing and boolean ufuncs
+        a = np.arange(10)
+        index = a % 2 == 0
+        np.equal.at(a, index, [0, 2, 4, 6, 8])
+        assert_equal(a, [1, 1, 1, 3, 1, 5, 1, 7, 1, 9])
+
+        # Test unary operator
+        a = np.arange(10, dtype='u4')
+        np.invert.at(a, [2, 5, 2])
+        assert_equal(a, [0, 1, 2, 3, 4, 5 ^ 0xffffffff, 6, 7, 8, 9])
+
+        # Test empty subspace
+        orig = np.arange(4)
+        a = orig[:, None][:, 0:0]
+        np.add.at(a, [0, 1], 3)
+        assert_array_equal(orig, np.arange(4))
+
+        # Test with swapped byte order
+        index = np.array([1, 2, 1], np.dtype('i').newbyteorder())
+        values = np.array([1, 2, 3, 4], np.dtype('f').newbyteorder())
+        np.add.at(values, index, 3)
+        assert_array_equal(values, [1, 8, 6, 4])
+
+        # Test exception thrown
+        values = np.array(['a', 1], dtype=object)
+        assert_raises(TypeError, np.add.at, values, [0, 1], 1)
+        assert_array_equal(values, np.array(['a', 1], dtype=object))
+
+        # Test multiple output ufuncs raise error, gh-5665
+        assert_raises(ValueError, np.modf.at, np.arange(10), [1])
+
+        # Test maximum
+        a = np.array([1, 2, 3])
+        np.maximum.at(a, [0], 0)
+        assert_equal(np.array([1, 2, 3]), a)
+
+    def test_at_not_none_signature(self):
+        # Test ufuncs with non-trivial signature raise a TypeError
+        a = np.ones((2, 2, 2))
+        b = np.ones((1, 2, 2))
+        assert_raises(TypeError, np.matmul.at, a, [0], b)
+
+        a = np.array([[[1, 2], [3, 4]]])
+        assert_raises(TypeError, np.linalg._umath_linalg.det.at, a, [0])
+
+    def test_reduce_arguments(self):
+        f = np.add.reduce
+        d = np.ones((5,2), dtype=int)
+        o = np.ones((2,), dtype=d.dtype)
+        r = o * 5
+        assert_equal(f(d), r)
+        # a, axis=0, dtype=None, out=None, keepdims=False
+        assert_equal(f(d, axis=0), r)
+        assert_equal(f(d, 0), r)
+        assert_equal(f(d, 0, dtype=None), r)
+        assert_equal(f(d, 0, dtype='i'), r)
+        assert_equal(f(d, 0, 'i'), r)
+        assert_equal(f(d, 0, None), r)
+        assert_equal(f(d, 0, None, out=None), r)
+        assert_equal(f(d, 0, None, out=o), r)
+        assert_equal(f(d, 0, None, o), r)
+        assert_equal(f(d, 0, None, None), r)
+        assert_equal(f(d, 0, None, None, keepdims=False), r)
+        assert_equal(f(d, 0, None, None, True), r.reshape((1,) + r.shape))
+        assert_equal(f(d, 0, None, None, False, 0), r)
+        assert_equal(f(d, 0, None, None, False, initial=0), r)
+        assert_equal(f(d, 0, None, None, False, 0, True), r)
+        assert_equal(f(d, 0, None, None, False, 0, where=True), r)
+        # multiple keywords
+        assert_equal(f(d, axis=0, dtype=None, out=None, keepdims=False), r)
+        assert_equal(f(d, 0, dtype=None, out=None, keepdims=False), r)
+        assert_equal(f(d, 0, None, out=None, keepdims=False), r)
+        assert_equal(f(d, 0, None, out=None, keepdims=False, initial=0,
+                       where=True), r)
+
+        # too little
+        assert_raises(TypeError, f)
+        # too much
+        assert_raises(TypeError, f, d, 0, None, None, False, 0, True, 1)
+        # invalid axis
+        assert_raises(TypeError, f, d, "invalid")
+        assert_raises(TypeError, f, d, axis="invalid")
+        assert_raises(TypeError, f, d, axis="invalid", dtype=None,
+                      keepdims=True)
+        # invalid dtype
+        assert_raises(TypeError, f, d, 0, "invalid")
+        assert_raises(TypeError, f, d, dtype="invalid")
+        assert_raises(TypeError, f, d, dtype="invalid", out=None)
+        # invalid out
+        assert_raises(TypeError, f, d, 0, None, "invalid")
+        assert_raises(TypeError, f, d, out="invalid")
+        assert_raises(TypeError, f, d, out="invalid", dtype=None)
+        # keepdims boolean, no invalid value
+        # assert_raises(TypeError, f, d, 0, None, None, "invalid")
+        # assert_raises(TypeError, f, d, keepdims="invalid", axis=0, dtype=None)
+        # invalid mix
+        assert_raises(TypeError, f, d, 0, keepdims="invalid", dtype="invalid",
+                     out=None)
+
+        # invalid keyword
+        assert_raises(TypeError, f, d, axis=0, dtype=None, invalid=0)
+        assert_raises(TypeError, f, d, invalid=0)
+        assert_raises(TypeError, f, d, 0, keepdims=True, invalid="invalid",
+                      out=None)
+        assert_raises(TypeError, f, d, axis=0, dtype=None, keepdims=True,
+                      out=None, invalid=0)
+        assert_raises(TypeError, f, d, axis=0, dtype=None,
+                      out=None, invalid=0)
+
+    def test_structured_equal(self):
+        # https://github.com/numpy/numpy/issues/4855
+
+        class MyA(np.ndarray):
+            def __array_ufunc__(self, ufunc, method, *inputs, **kwargs):
+                return getattr(ufunc, method)(*(input.view(np.ndarray)
+                                              for input in inputs), **kwargs)
+        a = np.arange(12.).reshape(4,3)
+        ra = a.view(dtype=('f8,f8,f8')).squeeze()
+        mra = ra.view(MyA)
+
+        target = np.array([ True, False, False, False], dtype=bool)
+        assert_equal(np.all(target == (mra == ra[0])), True)
+
+    def test_scalar_equal(self):
+        # Scalar comparisons should always work, without deprecation warnings.
+        # even when the ufunc fails.
+        a = np.array(0.)
+        b = np.array('a')
+        assert_(a != b)
+        assert_(b != a)
+        assert_(not (a == b))
+        assert_(not (b == a))
+
+    def test_NotImplemented_not_returned(self):
+        # See gh-5964 and gh-2091. Some of these functions are not operator
+        # related and were fixed for other reasons in the past.
+        binary_funcs = [
+            np.power, np.add, np.subtract, np.multiply, np.divide,
+            np.true_divide, np.floor_divide, np.bitwise_and, np.bitwise_or,
+            np.bitwise_xor, np.left_shift, np.right_shift, np.fmax,
+            np.fmin, np.fmod, np.hypot, np.logaddexp, np.logaddexp2,
+            np.maximum, np.minimum, np.mod,
+            np.greater, np.greater_equal, np.less, np.less_equal,
+            np.equal, np.not_equal]
+
+        a = np.array('1')
+        b = 1
+        c = np.array([1., 2.])
+        for f in binary_funcs:
+            assert_raises(TypeError, f, a, b)
+            assert_raises(TypeError, f, c, a)
+
+    @pytest.mark.parametrize("ufunc",
+             [np.logical_and, np.logical_or])  # logical_xor object loop is bad
+    @pytest.mark.parametrize("signature",
+             [(None, None, object), (object, None, None),
+              (None, object, None)])
+    def test_logical_ufuncs_object_signatures(self, ufunc, signature):
+        a = np.array([True, None, False], dtype=object)
+        res = ufunc(a, a, signature=signature)
+        assert res.dtype == object
+
+    @pytest.mark.parametrize("ufunc",
+            [np.logical_and, np.logical_or, np.logical_xor])
+    @pytest.mark.parametrize("signature",
+                 [(bool, None, object), (object, None, bool),
+                  (None, object, bool)])
+    def test_logical_ufuncs_mixed_object_signatures(self, ufunc, signature):
+        # Most mixed signatures fail (except those with bool out, e.g. `OO->?`)
+        a = np.array([True, None, False])
+        with pytest.raises(TypeError):
+            ufunc(a, a, signature=signature)
+
+    @pytest.mark.parametrize("ufunc",
+            [np.logical_and, np.logical_or, np.logical_xor])
+    def test_logical_ufuncs_support_anything(self, ufunc):
+        # The logical ufuncs support even input that can't be promoted:
+        a = np.array(b'1', dtype="V3")
+        c = np.array([1., 2.])
+        assert_array_equal(ufunc(a, c), ufunc([True, True], True))
+        assert ufunc.reduce(a) == True
+        # check that the output has no effect:
+        out = np.zeros(2, dtype=np.int32)
+        expected = ufunc([True, True], True).astype(out.dtype)
+        assert_array_equal(ufunc(a, c, out=out), expected)
+        out = np.zeros((), dtype=np.int32)
+        assert ufunc.reduce(a, out=out) == True
+        # Last check, test reduction when out and a match (the complexity here
+        # is that the "i,i->?" may seem right, but should not match.
+        a = np.array([3], dtype="i")
+        out = np.zeros((), dtype=a.dtype)
+        assert ufunc.reduce(a, out=out) == 1
+
+    @pytest.mark.parametrize("ufunc",
+            [np.logical_and, np.logical_or, np.logical_xor])
+    def test_logical_ufuncs_reject_string(self, ufunc):
+        """
+        Logical ufuncs are normally well defined by working with the boolean
+        equivalent, i.e. casting all inputs to bools should work.
+
+        However, casting strings to bools is *currently* weird, because it
+        actually uses `bool(int(str))`.  Thus we explicitly reject strings.
+        This test should succeed (and can probably just be removed) as soon as
+        string to bool casts are well defined in NumPy.
+        """
+        with pytest.raises(TypeError, match="contain a loop with signature"):
+            ufunc(["1"], ["3"])
+        with pytest.raises(TypeError, match="contain a loop with signature"):
+            ufunc.reduce(["1", "2", "0"])
+
+    @pytest.mark.parametrize("ufunc",
+             [np.logical_and, np.logical_or, np.logical_xor])
+    def test_logical_ufuncs_out_cast_check(self, ufunc):
+        a = np.array('1')
+        c = np.array([1., 2.])
+        out = a.copy()
+        with pytest.raises(TypeError):
+            # It would be safe, but not equiv casting:
+            ufunc(a, c, out=out, casting="equiv")
+
+    def test_reducelike_byteorder_resolution(self):
+        # See gh-20699, byte-order changes need some extra care in the type
+        # resolution to make the following succeed:
+        arr_be = np.arange(10, dtype=">i8")
+        arr_le = np.arange(10, dtype="<i8")
+
+        assert np.add.reduce(arr_be) == np.add.reduce(arr_le)
+        assert_array_equal(np.add.accumulate(arr_be), np.add.accumulate(arr_le))
+        assert_array_equal(
+            np.add.reduceat(arr_be, [1]), np.add.reduceat(arr_le, [1]))
+
+    def test_reducelike_out_promotes(self):
+        # Check that the out argument to reductions is considered for
+        # promotion.  See also gh-20455.
+        # Note that these paths could prefer `initial=` in the future and
+        # do not up-cast to the default integer for add and prod
+        arr = np.ones(1000, dtype=np.uint8)
+        out = np.zeros((), dtype=np.uint16)
+        assert np.add.reduce(arr, out=out) == 1000
+        arr[:10] = 2
+        assert np.multiply.reduce(arr, out=out) == 2**10
+
+        # For legacy dtypes, the signature currently has to be forced if `out=`
+        # is passed.  The two paths below should differ, without `dtype=` the
+        # expected result should be: `np.prod(arr.astype("f8")).astype("f4")`!
+        arr = np.full(5, 2**25-1, dtype=np.int64)
+
+        # float32 and int64 promote to float64:
+        res = np.zeros((), dtype=np.float32)
+        # If `dtype=` is passed, the calculation is forced to float32:
+        single_res = np.zeros((), dtype=np.float32)
+        np.multiply.reduce(arr, out=single_res, dtype=np.float32)
+        assert single_res != res
+
+    def test_reducelike_output_needs_identical_cast(self):
+        # Checks the case where the we have a simple byte-swap works, maily
+        # tests that this is not rejected directly.
+        # (interesting because we require descriptor identity in reducelikes).
+        arr = np.ones(20, dtype="f8")
+        out = np.empty((), dtype=arr.dtype.newbyteorder())
+        expected = np.add.reduce(arr)
+        np.add.reduce(arr, out=out)
+        assert_array_equal(expected, out)
+        # Check reduceat:
+        out = np.empty(2, dtype=arr.dtype.newbyteorder())
+        expected = np.add.reduceat(arr, [0, 1])
+        np.add.reduceat(arr, [0, 1], out=out)
+        assert_array_equal(expected, out)
+        # And accumulate:
+        out = np.empty(arr.shape, dtype=arr.dtype.newbyteorder())
+        expected = np.add.accumulate(arr)
+        np.add.accumulate(arr, out=out)
+        assert_array_equal(expected, out)
+
+    def test_reduce_noncontig_output(self):
+        # Check that reduction deals with non-contiguous output arrays
+        # appropriately.
+        #
+        # gh-8036
+
+        x = np.arange(7*13*8, dtype=np.int16).reshape(7, 13, 8)
+        x = x[4:6,1:11:6,1:5].transpose(1, 2, 0)
+        y_base = np.arange(4*4, dtype=np.int16).reshape(4, 4)
+        y = y_base[::2,:]
+
+        y_base_copy = y_base.copy()
+
+        r0 = np.add.reduce(x, out=y.copy(), axis=2)
+        r1 = np.add.reduce(x, out=y, axis=2)
+
+        # The results should match, and y_base shouldn't get clobbered
+        assert_equal(r0, r1)
+        assert_equal(y_base[1,:], y_base_copy[1,:])
+        assert_equal(y_base[3,:], y_base_copy[3,:])
+
+    @pytest.mark.parametrize("with_cast", [True, False])
+    def test_reduceat_and_accumulate_out_shape_mismatch(self, with_cast):
+        # Should raise an error mentioning "shape" or "size"
+        arr = np.arange(5)
+        out = np.arange(3)  # definitely wrong shape
+        if with_cast:
+            # If a cast is necessary on the output, we can be sure to use
+            # the generic NpyIter (non-fast) path.
+            out = out.astype(np.float64)
+
+        with pytest.raises(ValueError, match="(shape|size)"):
+            np.add.reduceat(arr, [0, 3], out=out)
+
+        with pytest.raises(ValueError, match="(shape|size)"):
+            np.add.accumulate(arr, out=out)
+
+    @pytest.mark.parametrize('out_shape',
+                             [(), (1,), (3,), (1, 1), (1, 3), (4, 3)])
+    @pytest.mark.parametrize('keepdims', [True, False])
+    @pytest.mark.parametrize('f_reduce', [np.add.reduce, np.minimum.reduce])
+    def test_reduce_wrong_dimension_output(self, f_reduce, keepdims, out_shape):
+        # Test that we're not incorrectly broadcasting dimensions.
+        # See gh-15144 (failed for np.add.reduce previously).
+        a = np.arange(12.).reshape(4, 3)
+        out = np.empty(out_shape, a.dtype)
+
+        correct_out = f_reduce(a, axis=0, keepdims=keepdims)
+        if out_shape != correct_out.shape:
+            with assert_raises(ValueError):
+                f_reduce(a, axis=0, out=out, keepdims=keepdims)
+        else:
+            check = f_reduce(a, axis=0, out=out, keepdims=keepdims)
+            assert_(check is out)
+            assert_array_equal(check, correct_out)
+
+    def test_reduce_output_does_not_broadcast_input(self):
+        # Test that the output shape cannot broadcast an input dimension
+        # (it never can add dimensions, but it might expand an existing one)
+        a = np.ones((1, 10))
+        out_correct = (np.empty((1, 1)))
+        out_incorrect = np.empty((3, 1))
+        np.add.reduce(a, axis=-1, out=out_correct, keepdims=True)
+        np.add.reduce(a, axis=-1, out=out_correct[:, 0], keepdims=False)
+        with assert_raises(ValueError):
+            np.add.reduce(a, axis=-1, out=out_incorrect, keepdims=True)
+        with assert_raises(ValueError):
+            np.add.reduce(a, axis=-1, out=out_incorrect[:, 0], keepdims=False)
+
+    def test_reduce_output_subclass_ok(self):
+        class MyArr(np.ndarray):
+            pass
+
+        out = np.empty(())
+        np.add.reduce(np.ones(5), out=out)  # no subclass, all fine
+        out = out.view(MyArr)
+        assert np.add.reduce(np.ones(5), out=out) is out
+        assert type(np.add.reduce(out)) is MyArr
+
+    def test_no_doc_string(self):
+        # gh-9337
+        assert_('\n' not in umt.inner1d_no_doc.__doc__)
+
+    def test_invalid_args(self):
+        # gh-7961
+        exc = pytest.raises(TypeError, np.sqrt, None)
+        # minimally check the exception text
+        assert exc.match('loop of ufunc does not support')
+
+    @pytest.mark.parametrize('nat', [np.datetime64('nat'), np.timedelta64('nat')])
+    def test_nat_is_not_finite(self, nat):
+        try:
+            assert not np.isfinite(nat)
+        except TypeError:
+            pass  # ok, just not implemented
+
+    @pytest.mark.parametrize('nat', [np.datetime64('nat'), np.timedelta64('nat')])
+    def test_nat_is_nan(self, nat):
+        try:
+            assert np.isnan(nat)
+        except TypeError:
+            pass  # ok, just not implemented
+
+    @pytest.mark.parametrize('nat', [np.datetime64('nat'), np.timedelta64('nat')])
+    def test_nat_is_not_inf(self, nat):
+        try:
+            assert not np.isinf(nat)
+        except TypeError:
+            pass  # ok, just not implemented
+
+
+@pytest.mark.parametrize('ufunc', [getattr(np, x) for x in dir(np)
+                                if isinstance(getattr(np, x), np.ufunc)])
+def test_ufunc_types(ufunc):
+    '''
+    Check all ufuncs that the correct type is returned. Avoid
+    object and boolean types since many operations are not defined for
+    for them.
+
+    Choose the shape so even dot and matmul will succeed
+    '''
+    for typ in ufunc.types:
+        # types is a list of strings like ii->i
+        if 'O' in typ or '?' in typ:
+            continue
+        inp, out = typ.split('->')
+        args = [np.ones((3, 3), t) for t in inp]
+        with warnings.catch_warnings(record=True):
+            warnings.filterwarnings("always")
+            res = ufunc(*args)
+        if isinstance(res, tuple):
+            outs = tuple(out)
+            assert len(res) == len(outs)
+            for r, t in zip(res, outs):
+                assert r.dtype == np.dtype(t)
+        else:
+            assert res.dtype == np.dtype(out)
+
+@pytest.mark.parametrize('ufunc', [getattr(np, x) for x in dir(np)
+                                if isinstance(getattr(np, x), np.ufunc)])
+def test_ufunc_noncontiguous(ufunc):
+    '''
+    Check that contiguous and non-contiguous calls to ufuncs
+    have the same results for values in range(9)
+    '''
+    for typ in ufunc.types:
+        # types is a list of strings like ii->i
+        if any(set('O?mM') & set(typ)):
+            # bool, object, datetime are too irregular for this simple test
+            continue
+        inp, out = typ.split('->')
+        args_c = [np.empty(6, t) for t in inp]
+        args_n = [np.empty(18, t)[::3] for t in inp]
+        for a in args_c:
+            a.flat = range(1,7)
+        for a in args_n:
+            a.flat = range(1,7)
+        with warnings.catch_warnings(record=True):
+            warnings.filterwarnings("always")
+            res_c = ufunc(*args_c)
+            res_n = ufunc(*args_n)
+        if len(out) == 1:
+            res_c = (res_c,)
+            res_n = (res_n,)
+        for c_ar, n_ar in zip(res_c, res_n):
+            dt = c_ar.dtype
+            if np.issubdtype(dt, np.floating):
+                # for floating point results allow a small fuss in comparisons
+                # since different algorithms (libm vs. intrinsics) can be used
+                # for different input strides
+                res_eps = np.finfo(dt).eps
+                tol = 2*res_eps
+                assert_allclose(res_c, res_n, atol=tol, rtol=tol)
+            else:
+                assert_equal(c_ar, n_ar)
+
+
+@pytest.mark.parametrize('ufunc', [np.sign, np.equal])
+def test_ufunc_warn_with_nan(ufunc):
+    # issue gh-15127
+    # test that calling certain ufuncs with a non-standard `nan` value does not
+    # emit a warning
+    # `b` holds a 64 bit signaling nan: the most significant bit of the
+    # significand is zero.
+    b = np.array([0x7ff0000000000001], 'i8').view('f8')
+    assert np.isnan(b)
+    if ufunc.nin == 1:
+        ufunc(b)
+    elif ufunc.nin == 2:
+        ufunc(b, b.copy())
+    else:
+        raise ValueError('ufunc with more than 2 inputs')
+
+
+@pytest.mark.skipif(not HAS_REFCOUNT, reason="Python lacks refcounts")
+def test_ufunc_casterrors():
+    # Tests that casting errors are correctly reported and buffers are
+    # cleared.
+    # The following array can be added to itself as an object array, but
+    # the result cannot be cast to an integer output:
+    value = 123  # relies on python cache (leak-check will still find it)
+    arr = np.array([value] * int(np.BUFSIZE * 1.5) +
+                   ["string"] +
+                   [value] * int(1.5 * np.BUFSIZE), dtype=object)
+    out = np.ones(len(arr), dtype=np.intp)
+
+    count = sys.getrefcount(value)
+    with pytest.raises(ValueError):
+        # Output casting failure:
+        np.add(arr, arr, out=out, casting="unsafe")
+
+    assert count == sys.getrefcount(value)
+    # output is unchanged after the error, this shows that the iteration
+    # was aborted (this is not necessarily defined behaviour)
+    assert out[-1] == 1
+
+    with pytest.raises(ValueError):
+        # Input casting failure:
+        np.add(arr, arr, out=out, dtype=np.intp, casting="unsafe")
+
+    assert count == sys.getrefcount(value)
+    # output is unchanged after the error, this shows that the iteration
+    # was aborted (this is not necessarily defined behaviour)
+    assert out[-1] == 1
+
+
+def test_trivial_loop_invalid_cast():
+    # This tests the fast-path "invalid cast", see gh-19904.
+    with pytest.raises(TypeError,
+            match="cast ufunc 'add' input 0"):
+        # the void dtype definitely cannot cast to double:
+        np.add(np.array(1, "i,i"), 3, signature="dd->d")
+
+
+@pytest.mark.skipif(not HAS_REFCOUNT, reason="Python lacks refcounts")
+@pytest.mark.parametrize("offset",
+        [0, np.BUFSIZE//2, int(1.5*np.BUFSIZE)])
+def test_reduce_casterrors(offset):
+    # Test reporting of casting errors in reductions, we test various
+    # offsets to where the casting error will occur, since these may occur
+    # at different places during the reduction procedure. For example
+    # the first item may be special.
+    value = 123  # relies on python cache (leak-check will still find it)
+    arr = np.array([value] * offset +
+                   ["string"] +
+                   [value] * int(1.5 * np.BUFSIZE), dtype=object)
+    out = np.array(-1, dtype=np.intp)
+
+    count = sys.getrefcount(value)
+    with pytest.raises(ValueError, match="invalid literal"):
+        # This is an unsafe cast, but we currently always allow that.
+        # Note that the double loop is picked, but the cast fails.
+        np.add.reduce(arr, dtype=np.intp, out=out)
+    assert count == sys.getrefcount(value)
+    # If an error occurred during casting, the operation is done at most until
+    # the error occurs (the result of which would be `value * offset`) and -1
+    # if the error happened immediately.
+    # This does not define behaviour, the output is invalid and thus undefined
+    assert out[()] < value * offset
+
+
+@pytest.mark.parametrize("method",
+        [np.add.accumulate, np.add.reduce,
+         pytest.param(lambda x: np.add.reduceat(x, [0]), id="reduceat"),
+         pytest.param(lambda x: np.log.at(x, [2]), id="at")])
+def test_ufunc_methods_floaterrors(method):
+    # adding inf and -inf (or log(-inf) creates an invalid float and warns
+    arr = np.array([np.inf, 0, -np.inf])
+    with np.errstate(all="warn"):
+        with pytest.warns(RuntimeWarning, match="invalid value"):
+            method(arr)
+
+    arr = np.array([np.inf, 0, -np.inf])
+    with np.errstate(all="raise"):
+        with pytest.raises(FloatingPointError):
+            method(arr)
+
+
+def _check_neg_zero(value):
+    if value != 0.0:
+        return False
+    if not np.signbit(value.real):
+        return False
+    if value.dtype.kind == "c":
+        return np.signbit(value.imag)
+    return True
+
+@pytest.mark.parametrize("dtype", np.typecodes["AllFloat"])
+def test_addition_negative_zero(dtype):
+    dtype = np.dtype(dtype)
+    if dtype.kind == "c":
+        neg_zero = dtype.type(complex(-0.0, -0.0))
+    else:
+        neg_zero = dtype.type(-0.0)
+
+    arr = np.array(neg_zero)
+    arr2 = np.array(neg_zero)
+
+    assert _check_neg_zero(arr + arr2)
+    # In-place ops may end up on a different path (reduce path) see gh-21211
+    arr += arr2
+    assert _check_neg_zero(arr)
+
+
+@pytest.mark.parametrize("dtype", np.typecodes["AllFloat"])
+@pytest.mark.parametrize("use_initial", [True, False])
+def test_addition_reduce_negative_zero(dtype, use_initial):
+    dtype = np.dtype(dtype)
+    if dtype.kind == "c":
+        neg_zero = dtype.type(complex(-0.0, -0.0))
+    else:
+        neg_zero = dtype.type(-0.0)
+
+    kwargs = {}
+    if use_initial:
+        kwargs["initial"] = neg_zero
+    else:
+        pytest.xfail("-0. propagation in sum currently requires initial")
+
+    # Test various length, in case SIMD paths or chunking play a role.
+    # 150 extends beyond the pairwise blocksize; probably not important.
+    for i in range(0, 150):
+        arr = np.array([neg_zero] * i, dtype=dtype)
+        res = np.sum(arr, **kwargs)
+        if i > 0 or use_initial:
+            assert _check_neg_zero(res)
+        else:
+            # `sum([])` should probably be 0.0 and not -0.0 like `sum([-0.0])`
+            assert not np.signbit(res.real)
+            assert not np.signbit(res.imag)
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_umath.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_umath.py
new file mode 100644
index 0000000..4d17a8f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_umath.py
@@ -0,0 +1,4185 @@
+import platform
+import warnings
+import fnmatch
+import itertools
+import pytest
+import sys
+import os
+import operator
+from fractions import Fraction
+from functools import reduce
+from collections import namedtuple
+
+import numpy.core.umath as ncu
+from numpy.core import _umath_tests as ncu_tests
+import numpy as np
+from numpy.testing import (
+    assert_, assert_equal, assert_raises, assert_raises_regex,
+    assert_array_equal, assert_almost_equal, assert_array_almost_equal,
+    assert_array_max_ulp, assert_allclose, assert_no_warnings, suppress_warnings,
+    _gen_alignment_data, assert_array_almost_equal_nulp
+    )
+from numpy.testing._private.utils import _glibc_older_than
+
+
+def interesting_binop_operands(val1, val2, dtype):
+    """
+    Helper to create "interesting" operands to cover common code paths:
+    * scalar inputs
+    * only first "values" is an array (e.g. scalar division fast-paths)
+    * Longer array (SIMD) placing the value of interest at different positions
+    * Oddly strided arrays which may not be SIMD compatible
+
+    It does not attempt to cover unaligned access or mixed dtypes.
+    These are normally handled by the casting/buffering machinery.
+
+    This is not a fixture (currently), since I believe a fixture normally
+    only yields once?
+    """
+    fill_value = 1  # could be a parameter, but maybe not an optional one?
+
+    arr1 = np.full(10003, dtype=dtype, fill_value=fill_value)
+    arr2 = np.full(10003, dtype=dtype, fill_value=fill_value)
+
+    arr1[0] = val1
+    arr2[0] = val2
+
+    extractor = lambda res: res
+    yield arr1[0], arr2[0], extractor, "scalars"
+
+    extractor = lambda res: res
+    yield arr1[0, ...], arr2[0, ...], extractor, "scalar-arrays"
+
+    # reset array values to fill_value:
+    arr1[0] = fill_value
+    arr2[0] = fill_value
+
+    for pos in [0, 1, 2, 3, 4, 5, -1, -2, -3, -4]:
+        arr1[pos] = val1
+        arr2[pos] = val2
+
+        extractor = lambda res: res[pos]
+        yield arr1, arr2, extractor, f"off-{pos}"
+        yield arr1, arr2[pos], extractor, f"off-{pos}-with-scalar"
+
+        arr1[pos] = fill_value
+        arr2[pos] = fill_value
+
+    for stride in [-1, 113]:
+        op1 = arr1[::stride]
+        op2 = arr2[::stride]
+        op1[10] = val1
+        op2[10] = val2
+
+        extractor = lambda res: res[10]
+        yield op1, op2, extractor, f"stride-{stride}"
+
+        op1[10] = fill_value
+        op2[10] = fill_value
+
+
+def on_powerpc():
+    """ True if we are running on a Power PC platform."""
+    return platform.processor() == 'powerpc' or \
+           platform.machine().startswith('ppc')
+
+
+def bad_arcsinh():
+    """The blocklisted trig functions are not accurate on aarch64/PPC for
+    complex256. Rather than dig through the actual problem skip the
+    test. This should be fixed when we can move past glibc2.17
+    which is the version in manylinux2014
+    """
+    if platform.machine() == 'aarch64':
+        x = 1.78e-10
+    elif on_powerpc():
+        x = 2.16e-10
+    else:
+        return False
+    v1 = np.arcsinh(np.float128(x))
+    v2 = np.arcsinh(np.complex256(x)).real
+    # The eps for float128 is 1-e33, so this is way bigger
+    return abs((v1 / v2) - 1.0) > 1e-23
+
+
+class _FilterInvalids:
+    def setup(self):
+        self.olderr = np.seterr(invalid='ignore')
+
+    def teardown(self):
+        np.seterr(**self.olderr)
+
+
+class TestConstants:
+    def test_pi(self):
+        assert_allclose(ncu.pi, 3.141592653589793, 1e-15)
+
+    def test_e(self):
+        assert_allclose(ncu.e, 2.718281828459045, 1e-15)
+
+    def test_euler_gamma(self):
+        assert_allclose(ncu.euler_gamma, 0.5772156649015329, 1e-15)
+
+
+class TestOut:
+    def test_out_subok(self):
+        for subok in (True, False):
+            a = np.array(0.5)
+            o = np.empty(())
+
+            r = np.add(a, 2, o, subok=subok)
+            assert_(r is o)
+            r = np.add(a, 2, out=o, subok=subok)
+            assert_(r is o)
+            r = np.add(a, 2, out=(o,), subok=subok)
+            assert_(r is o)
+
+            d = np.array(5.7)
+            o1 = np.empty(())
+            o2 = np.empty((), dtype=np.int32)
+
+            r1, r2 = np.frexp(d, o1, None, subok=subok)
+            assert_(r1 is o1)
+            r1, r2 = np.frexp(d, None, o2, subok=subok)
+            assert_(r2 is o2)
+            r1, r2 = np.frexp(d, o1, o2, subok=subok)
+            assert_(r1 is o1)
+            assert_(r2 is o2)
+
+            r1, r2 = np.frexp(d, out=(o1, None), subok=subok)
+            assert_(r1 is o1)
+            r1, r2 = np.frexp(d, out=(None, o2), subok=subok)
+            assert_(r2 is o2)
+            r1, r2 = np.frexp(d, out=(o1, o2), subok=subok)
+            assert_(r1 is o1)
+            assert_(r2 is o2)
+
+            with assert_raises(TypeError):
+                # Out argument must be tuple, since there are multiple outputs.
+                r1, r2 = np.frexp(d, out=o1, subok=subok)
+
+            assert_raises(TypeError, np.add, a, 2, o, o, subok=subok)
+            assert_raises(TypeError, np.add, a, 2, o, out=o, subok=subok)
+            assert_raises(TypeError, np.add, a, 2, None, out=o, subok=subok)
+            assert_raises(ValueError, np.add, a, 2, out=(o, o), subok=subok)
+            assert_raises(ValueError, np.add, a, 2, out=(), subok=subok)
+            assert_raises(TypeError, np.add, a, 2, [], subok=subok)
+            assert_raises(TypeError, np.add, a, 2, out=[], subok=subok)
+            assert_raises(TypeError, np.add, a, 2, out=([],), subok=subok)
+            o.flags.writeable = False
+            assert_raises(ValueError, np.add, a, 2, o, subok=subok)
+            assert_raises(ValueError, np.add, a, 2, out=o, subok=subok)
+            assert_raises(ValueError, np.add, a, 2, out=(o,), subok=subok)
+
+    def test_out_wrap_subok(self):
+        class ArrayWrap(np.ndarray):
+            __array_priority__ = 10
+
+            def __new__(cls, arr):
+                return np.asarray(arr).view(cls).copy()
+
+            def __array_wrap__(self, arr, context):
+                return arr.view(type(self))
+
+        for subok in (True, False):
+            a = ArrayWrap([0.5])
+
+            r = np.add(a, 2, subok=subok)
+            if subok:
+                assert_(isinstance(r, ArrayWrap))
+            else:
+                assert_(type(r) == np.ndarray)
+
+            r = np.add(a, 2, None, subok=subok)
+            if subok:
+                assert_(isinstance(r, ArrayWrap))
+            else:
+                assert_(type(r) == np.ndarray)
+
+            r = np.add(a, 2, out=None, subok=subok)
+            if subok:
+                assert_(isinstance(r, ArrayWrap))
+            else:
+                assert_(type(r) == np.ndarray)
+
+            r = np.add(a, 2, out=(None,), subok=subok)
+            if subok:
+                assert_(isinstance(r, ArrayWrap))
+            else:
+                assert_(type(r) == np.ndarray)
+
+            d = ArrayWrap([5.7])
+            o1 = np.empty((1,))
+            o2 = np.empty((1,), dtype=np.int32)
+
+            r1, r2 = np.frexp(d, o1, subok=subok)
+            if subok:
+                assert_(isinstance(r2, ArrayWrap))
+            else:
+                assert_(type(r2) == np.ndarray)
+
+            r1, r2 = np.frexp(d, o1, None, subok=subok)
+            if subok:
+                assert_(isinstance(r2, ArrayWrap))
+            else:
+                assert_(type(r2) == np.ndarray)
+
+            r1, r2 = np.frexp(d, None, o2, subok=subok)
+            if subok:
+                assert_(isinstance(r1, ArrayWrap))
+            else:
+                assert_(type(r1) == np.ndarray)
+
+            r1, r2 = np.frexp(d, out=(o1, None), subok=subok)
+            if subok:
+                assert_(isinstance(r2, ArrayWrap))
+            else:
+                assert_(type(r2) == np.ndarray)
+
+            r1, r2 = np.frexp(d, out=(None, o2), subok=subok)
+            if subok:
+                assert_(isinstance(r1, ArrayWrap))
+            else:
+                assert_(type(r1) == np.ndarray)
+
+            with assert_raises(TypeError):
+                # Out argument must be tuple, since there are multiple outputs.
+                r1, r2 = np.frexp(d, out=o1, subok=subok)
+
+
+class TestComparisons:
+    def test_ignore_object_identity_in_equal(self):
+        # Check comparing identical objects whose comparison
+        # is not a simple boolean, e.g., arrays that are compared elementwise.
+        a = np.array([np.array([1, 2, 3]), None], dtype=object)
+        assert_raises(ValueError, np.equal, a, a)
+
+        # Check error raised when comparing identical non-comparable objects.
+        class FunkyType:
+            def __eq__(self, other):
+                raise TypeError("I won't compare")
+
+        a = np.array([FunkyType()])
+        assert_raises(TypeError, np.equal, a, a)
+
+        # Check identity doesn't override comparison mismatch.
+        a = np.array([np.nan], dtype=object)
+        assert_equal(np.equal(a, a), [False])
+
+    def test_ignore_object_identity_in_not_equal(self):
+        # Check comparing identical objects whose comparison
+        # is not a simple boolean, e.g., arrays that are compared elementwise.
+        a = np.array([np.array([1, 2, 3]), None], dtype=object)
+        assert_raises(ValueError, np.not_equal, a, a)
+
+        # Check error raised when comparing identical non-comparable objects.
+        class FunkyType:
+            def __ne__(self, other):
+                raise TypeError("I won't compare")
+
+        a = np.array([FunkyType()])
+        assert_raises(TypeError, np.not_equal, a, a)
+
+        # Check identity doesn't override comparison mismatch.
+        a = np.array([np.nan], dtype=object)
+        assert_equal(np.not_equal(a, a), [True])
+
+    def test_error_in_equal_reduce(self):
+        # gh-20929
+        # make sure np.equal.reduce raises a TypeError if an array is passed
+        # without specifying the dtype
+        a = np.array([0, 0])
+        assert_equal(np.equal.reduce(a, dtype=bool), True)
+        assert_raises(TypeError, np.equal.reduce, a)
+
+
+class TestAdd:
+    def test_reduce_alignment(self):
+        # gh-9876
+        # make sure arrays with weird strides work with the optimizations in
+        # pairwise_sum_@TYPE@. On x86, the 'b' field will count as aligned at a
+        # 4 byte offset, even though its itemsize is 8.
+        a = np.zeros(2, dtype=[('a', np.int32), ('b', np.float64)])
+        a['a'] = -1
+        assert_equal(a['b'].sum(), 0)
+
+
+class TestDivision:
+    def test_division_int(self):
+        # int division should follow Python
+        x = np.array([5, 10, 90, 100, -5, -10, -90, -100, -120])
+        if 5 / 10 == 0.5:
+            assert_equal(x / 100, [0.05, 0.1, 0.9, 1,
+                                   -0.05, -0.1, -0.9, -1, -1.2])
+        else:
+            assert_equal(x / 100, [0, 0, 0, 1, -1, -1, -1, -1, -2])
+        assert_equal(x // 100, [0, 0, 0, 1, -1, -1, -1, -1, -2])
+        assert_equal(x % 100, [5, 10, 90, 0, 95, 90, 10, 0, 80])
+
+    @pytest.mark.parametrize("dtype,ex_val", itertools.product(
+        np.sctypes['int'] + np.sctypes['uint'], (
+            (
+                # dividend
+                "np.arange(fo.max-lsize, fo.max, dtype=dtype),"
+                # divisors
+                "np.arange(lsize, dtype=dtype),"
+                # scalar divisors
+                "range(15)"
+            ),
+            (
+                # dividend
+                "np.arange(fo.min, fo.min+lsize, dtype=dtype),"
+                # divisors
+                "np.arange(lsize//-2, lsize//2, dtype=dtype),"
+                # scalar divisors
+                "range(fo.min, fo.min + 15)"
+            ), (
+                # dividend
+                "np.arange(fo.max-lsize, fo.max, dtype=dtype),"
+                # divisors
+                "np.arange(lsize, dtype=dtype),"
+                # scalar divisors
+                "[1,3,9,13,neg, fo.min+1, fo.min//2, fo.max//3, fo.max//4]"
+            )
+        )
+    ))
+    def test_division_int_boundary(self, dtype, ex_val):
+        fo = np.iinfo(dtype)
+        neg = -1 if fo.min < 0 else 1
+        # Large enough to test SIMD loops and remaind elements
+        lsize = 512 + 7
+        a, b, divisors = eval(ex_val)
+        a_lst, b_lst = a.tolist(), b.tolist()
+
+        c_div = lambda n, d: (
+            0 if d == 0 else (
+                fo.min if (n and n == fo.min and d == -1) else n//d
+            )
+        )
+        with np.errstate(divide='ignore'):
+            ac = a.copy()
+            ac //= b
+            div_ab = a // b
+        div_lst = [c_div(x, y) for x, y in zip(a_lst, b_lst)]
+
+        msg = "Integer arrays floor division check (//)"
+        assert all(div_ab == div_lst), msg
+        msg_eq = "Integer arrays floor division check (//=)"
+        assert all(ac == div_lst), msg_eq
+
+        for divisor in divisors:
+            ac = a.copy()
+            with np.errstate(divide='ignore', over='ignore'):
+                div_a = a // divisor
+                ac //= divisor
+            div_lst = [c_div(i, divisor) for i in a_lst]
+
+            assert all(div_a == div_lst), msg
+            assert all(ac == div_lst), msg_eq
+
+        with np.errstate(divide='raise', over='raise'):
+            if 0 in b:
+                # Verify overflow case
+                with pytest.raises(FloatingPointError,
+                        match="divide by zero encountered in floor_divide"):
+                    a // b
+            else:
+                a // b
+            if fo.min and fo.min in a:
+                with pytest.raises(FloatingPointError,
+                        match='overflow encountered in floor_divide'):
+                    a // -1
+            elif fo.min:
+                a // -1
+            with pytest.raises(FloatingPointError,
+                    match="divide by zero encountered in floor_divide"):
+                a // 0
+            with pytest.raises(FloatingPointError,
+                    match="divide by zero encountered in floor_divide"):
+                ac = a.copy()
+                ac //= 0
+
+            np.array([], dtype=dtype) // 0
+
+    @pytest.mark.parametrize("dtype,ex_val", itertools.product(
+        np.sctypes['int'] + np.sctypes['uint'], (
+            "np.array([fo.max, 1, 2, 1, 1, 2, 3], dtype=dtype)",
+            "np.array([fo.min, 1, -2, 1, 1, 2, -3], dtype=dtype)",
+            "np.arange(fo.min, fo.min+(100*10), 10, dtype=dtype)",
+            "np.arange(fo.max-(100*7), fo.max, 7, dtype=dtype)",
+        )
+    ))
+    def test_division_int_reduce(self, dtype, ex_val):
+        fo = np.iinfo(dtype)
+        a = eval(ex_val)
+        lst = a.tolist()
+        c_div = lambda n, d: (
+            0 if d == 0 or (n and n == fo.min and d == -1) else n//d
+        )
+
+        with np.errstate(divide='ignore'):
+            div_a = np.floor_divide.reduce(a)
+        div_lst = reduce(c_div, lst)
+        msg = "Reduce floor integer division check"
+        assert div_a == div_lst, msg
+
+        with np.errstate(divide='raise', over='raise'):
+            with pytest.raises(FloatingPointError,
+                    match="divide by zero encountered in reduce"):
+                np.floor_divide.reduce(np.arange(-100, 100, dtype=dtype))
+            if fo.min:
+                with pytest.raises(FloatingPointError,
+                        match='overflow encountered in reduce'):
+                    np.floor_divide.reduce(
+                        np.array([fo.min, 1, -1], dtype=dtype)
+                    )
+
+    @pytest.mark.parametrize(
+            "dividend,divisor,quotient",
+            [(np.timedelta64(2,'Y'), np.timedelta64(2,'M'), 12),
+             (np.timedelta64(2,'Y'), np.timedelta64(-2,'M'), -12),
+             (np.timedelta64(-2,'Y'), np.timedelta64(2,'M'), -12),
+             (np.timedelta64(-2,'Y'), np.timedelta64(-2,'M'), 12),
+             (np.timedelta64(2,'M'), np.timedelta64(-2,'Y'), -1),
+             (np.timedelta64(2,'Y'), np.timedelta64(0,'M'), 0),
+             (np.timedelta64(2,'Y'), 2, np.timedelta64(1,'Y')),
+             (np.timedelta64(2,'Y'), -2, np.timedelta64(-1,'Y')),
+             (np.timedelta64(-2,'Y'), 2, np.timedelta64(-1,'Y')),
+             (np.timedelta64(-2,'Y'), -2, np.timedelta64(1,'Y')),
+             (np.timedelta64(-2,'Y'), -2, np.timedelta64(1,'Y')),
+             (np.timedelta64(-2,'Y'), -3, np.timedelta64(0,'Y')),
+             (np.timedelta64(-2,'Y'), 0, np.timedelta64('Nat','Y')),
+            ])
+    def test_division_int_timedelta(self, dividend, divisor, quotient):
+        # If either divisor is 0 or quotient is Nat, check for division by 0
+        if divisor and (isinstance(quotient, int) or not np.isnat(quotient)):
+            msg = "Timedelta floor division check"
+            assert dividend // divisor == quotient, msg
+
+            # Test for arrays as well
+            msg = "Timedelta arrays floor division check"
+            dividend_array = np.array([dividend]*5)
+            quotient_array = np.array([quotient]*5)
+            assert all(dividend_array // divisor == quotient_array), msg
+        else:
+            with np.errstate(divide='raise', invalid='raise'):
+                with pytest.raises(FloatingPointError):
+                    dividend // divisor
+
+    def test_division_complex(self):
+        # check that implementation is correct
+        msg = "Complex division implementation check"
+        x = np.array([1. + 1.*1j, 1. + .5*1j, 1. + 2.*1j], dtype=np.complex128)
+        assert_almost_equal(x**2/x, x, err_msg=msg)
+        # check overflow, underflow
+        msg = "Complex division overflow/underflow check"
+        x = np.array([1.e+110, 1.e-110], dtype=np.complex128)
+        y = x**2/x
+        assert_almost_equal(y/x, [1, 1], err_msg=msg)
+
+    def test_zero_division_complex(self):
+        with np.errstate(invalid="ignore", divide="ignore"):
+            x = np.array([0.0], dtype=np.complex128)
+            y = 1.0/x
+            assert_(np.isinf(y)[0])
+            y = complex(np.inf, np.nan)/x
+            assert_(np.isinf(y)[0])
+            y = complex(np.nan, np.inf)/x
+            assert_(np.isinf(y)[0])
+            y = complex(np.inf, np.inf)/x
+            assert_(np.isinf(y)[0])
+            y = 0.0/x
+            assert_(np.isnan(y)[0])
+
+    def test_floor_division_complex(self):
+        # check that floor division, divmod and remainder raises type errors
+        x = np.array([.9 + 1j, -.1 + 1j, .9 + .5*1j, .9 + 2.*1j], dtype=np.complex128)
+        with pytest.raises(TypeError):
+            x // 7
+        with pytest.raises(TypeError):
+            np.divmod(x, 7)
+        with pytest.raises(TypeError):
+            np.remainder(x, 7)
+
+    def test_floor_division_signed_zero(self):
+        # Check that the sign bit is correctly set when dividing positive and
+        # negative zero by one.
+        x = np.zeros(10)
+        assert_equal(np.signbit(x//1), 0)
+        assert_equal(np.signbit((-x)//1), 1)
+
+    @pytest.mark.parametrize('dtype', np.typecodes['Float'])
+    def test_floor_division_errors(self, dtype):
+        fnan = np.array(np.nan, dtype=dtype)
+        fone = np.array(1.0, dtype=dtype)
+        fzer = np.array(0.0, dtype=dtype)
+        finf = np.array(np.inf, dtype=dtype)
+        # divide by zero error check
+        with np.errstate(divide='raise', invalid='ignore'):
+            assert_raises(FloatingPointError, np.floor_divide, fone, fzer)
+        with np.errstate(divide='ignore', invalid='raise'):
+            np.floor_divide(fone, fzer)
+
+        # The following already contain a NaN and should not warn
+        with np.errstate(all='raise'):
+            np.floor_divide(fnan, fone)
+            np.floor_divide(fone, fnan)
+            np.floor_divide(fnan, fzer)
+            np.floor_divide(fzer, fnan)
+
+    @pytest.mark.parametrize('dtype', np.typecodes['Float'])
+    def test_floor_division_corner_cases(self, dtype):
+        # test corner cases like 1.0//0.0 for errors and return vals
+        x = np.zeros(10, dtype=dtype)
+        y = np.ones(10, dtype=dtype)
+        fnan = np.array(np.nan, dtype=dtype)
+        fone = np.array(1.0, dtype=dtype)
+        fzer = np.array(0.0, dtype=dtype)
+        finf = np.array(np.inf, dtype=dtype)
+        with suppress_warnings() as sup:
+            sup.filter(RuntimeWarning, "invalid value encountered in floor_divide")
+            div = np.floor_divide(fnan, fone)
+            assert(np.isnan(div)), "dt: %s, div: %s" % (dt, div)
+            div = np.floor_divide(fone, fnan)
+            assert(np.isnan(div)), "dt: %s, div: %s" % (dt, div)
+            div = np.floor_divide(fnan, fzer)
+            assert(np.isnan(div)), "dt: %s, div: %s" % (dt, div)
+        # verify 1.0//0.0 computations return inf
+        with np.errstate(divide='ignore'):
+            z = np.floor_divide(y, x)
+            assert_(np.isinf(z).all())
+
+def floor_divide_and_remainder(x, y):
+    return (np.floor_divide(x, y), np.remainder(x, y))
+
+
+def _signs(dt):
+    if dt in np.typecodes['UnsignedInteger']:
+        return (+1,)
+    else:
+        return (+1, -1)
+
+
+class TestRemainder:
+
+    def test_remainder_basic(self):
+        dt = np.typecodes['AllInteger'] + np.typecodes['Float']
+        for op in [floor_divide_and_remainder, np.divmod]:
+            for dt1, dt2 in itertools.product(dt, dt):
+                for sg1, sg2 in itertools.product(_signs(dt1), _signs(dt2)):
+                    fmt = 'op: %s, dt1: %s, dt2: %s, sg1: %s, sg2: %s'
+                    msg = fmt % (op.__name__, dt1, dt2, sg1, sg2)
+                    a = np.array(sg1*71, dtype=dt1)
+                    b = np.array(sg2*19, dtype=dt2)
+                    div, rem = op(a, b)
+                    assert_equal(div*b + rem, a, err_msg=msg)
+                    if sg2 == -1:
+                        assert_(b < rem <= 0, msg)
+                    else:
+                        assert_(b > rem >= 0, msg)
+
+    def test_float_remainder_exact(self):
+        # test that float results are exact for small integers. This also
+        # holds for the same integers scaled by powers of two.
+        nlst = list(range(-127, 0))
+        plst = list(range(1, 128))
+        dividend = nlst + [0] + plst
+        divisor = nlst + plst
+        arg = list(itertools.product(dividend, divisor))
+        tgt = list(divmod(*t) for t in arg)
+
+        a, b = np.array(arg, dtype=int).T
+        # convert exact integer results from Python to float so that
+        # signed zero can be used, it is checked.
+        tgtdiv, tgtrem = np.array(tgt, dtype=float).T
+        tgtdiv = np.where((tgtdiv == 0.0) & ((b < 0) ^ (a < 0)), -0.0, tgtdiv)
+        tgtrem = np.where((tgtrem == 0.0) & (b < 0), -0.0, tgtrem)
+
+        for op in [floor_divide_and_remainder, np.divmod]:
+            for dt in np.typecodes['Float']:
+                msg = 'op: %s, dtype: %s' % (op.__name__, dt)
+                fa = a.astype(dt)
+                fb = b.astype(dt)
+                div, rem = op(fa, fb)
+                assert_equal(div, tgtdiv, err_msg=msg)
+                assert_equal(rem, tgtrem, err_msg=msg)
+
+    def test_float_remainder_roundoff(self):
+        # gh-6127
+        dt = np.typecodes['Float']
+        for op in [floor_divide_and_remainder, np.divmod]:
+            for dt1, dt2 in itertools.product(dt, dt):
+                for sg1, sg2 in itertools.product((+1, -1), (+1, -1)):
+                    fmt = 'op: %s, dt1: %s, dt2: %s, sg1: %s, sg2: %s'
+                    msg = fmt % (op.__name__, dt1, dt2, sg1, sg2)
+                    a = np.array(sg1*78*6e-8, dtype=dt1)
+                    b = np.array(sg2*6e-8, dtype=dt2)
+                    div, rem = op(a, b)
+                    # Equal assertion should hold when fmod is used
+                    assert_equal(div*b + rem, a, err_msg=msg)
+                    if sg2 == -1:
+                        assert_(b < rem <= 0, msg)
+                    else:
+                        assert_(b > rem >= 0, msg)
+
+    @pytest.mark.xfail(sys.platform.startswith("darwin"),
+            reason="MacOS seems to not give the correct 'invalid' warning for "
+                   "`fmod`.  Hopefully, others always do.")
+    @pytest.mark.parametrize('dtype', np.typecodes['Float'])
+    def test_float_divmod_errors(self, dtype):
+        # Check valid errors raised for divmod and remainder
+        fzero = np.array(0.0, dtype=dtype)
+        fone = np.array(1.0, dtype=dtype)
+        finf = np.array(np.inf, dtype=dtype)
+        fnan = np.array(np.nan, dtype=dtype)
+        # since divmod is combination of both remainder and divide
+        # ops it will set both dividebyzero and invalid flags
+        with np.errstate(divide='raise', invalid='ignore'):
+            assert_raises(FloatingPointError, np.divmod, fone, fzero)
+        with np.errstate(divide='ignore', invalid='raise'):
+            assert_raises(FloatingPointError, np.divmod, fone, fzero)
+        with np.errstate(invalid='raise'):
+            assert_raises(FloatingPointError, np.divmod, fzero, fzero)
+        with np.errstate(invalid='raise'):
+            assert_raises(FloatingPointError, np.divmod, finf, finf)
+        with np.errstate(divide='ignore', invalid='raise'):
+            assert_raises(FloatingPointError, np.divmod, finf, fzero)
+        with np.errstate(divide='raise', invalid='ignore'):
+            # inf / 0 does not set any flags, only the modulo creates a NaN
+            np.divmod(finf, fzero)
+
+    @pytest.mark.xfail(sys.platform.startswith("darwin"),
+           reason="MacOS seems to not give the correct 'invalid' warning for "
+                  "`fmod`.  Hopefully, others always do.")
+    @pytest.mark.parametrize('dtype', np.typecodes['Float'])
+    @pytest.mark.parametrize('fn', [np.fmod, np.remainder])
+    def test_float_remainder_errors(self, dtype, fn):
+        fzero = np.array(0.0, dtype=dtype)
+        fone = np.array(1.0, dtype=dtype)
+        finf = np.array(np.inf, dtype=dtype)
+        fnan = np.array(np.nan, dtype=dtype)
+
+        # The following already contain a NaN and should not warn.
+        with np.errstate(all='raise'):
+            with pytest.raises(FloatingPointError,
+                    match="invalid value"):
+                fn(fone, fzero)
+            fn(fnan, fzero)
+            fn(fzero, fnan)
+            fn(fone, fnan)
+            fn(fnan, fone)
+
+    def test_float_remainder_overflow(self):
+        a = np.finfo(np.float64).tiny
+        with np.errstate(over='ignore', invalid='ignore'):
+            div, mod = np.divmod(4, a)
+            np.isinf(div)
+            assert_(mod == 0)
+        with np.errstate(over='raise', invalid='ignore'):
+            assert_raises(FloatingPointError, np.divmod, 4, a)
+        with np.errstate(invalid='raise', over='ignore'):
+            assert_raises(FloatingPointError, np.divmod, 4, a)
+
+    def test_float_divmod_corner_cases(self):
+        # check nan cases
+        for dt in np.typecodes['Float']:
+            fnan = np.array(np.nan, dtype=dt)
+            fone = np.array(1.0, dtype=dt)
+            fzer = np.array(0.0, dtype=dt)
+            finf = np.array(np.inf, dtype=dt)
+            with suppress_warnings() as sup:
+                sup.filter(RuntimeWarning, "invalid value encountered in divmod")
+                sup.filter(RuntimeWarning, "divide by zero encountered in divmod")
+                div, rem = np.divmod(fone, fzer)
+                assert(np.isinf(div)), 'dt: %s, div: %s' % (dt, rem)
+                assert(np.isnan(rem)), 'dt: %s, rem: %s' % (dt, rem)
+                div, rem = np.divmod(fzer, fzer)
+                assert(np.isnan(rem)), 'dt: %s, rem: %s' % (dt, rem)
+                assert_(np.isnan(div)), 'dt: %s, rem: %s' % (dt, rem)
+                div, rem = np.divmod(finf, finf)
+                assert(np.isnan(div)), 'dt: %s, rem: %s' % (dt, rem)
+                assert(np.isnan(rem)), 'dt: %s, rem: %s' % (dt, rem)
+                div, rem = np.divmod(finf, fzer)
+                assert(np.isinf(div)), 'dt: %s, rem: %s' % (dt, rem)
+                assert(np.isnan(rem)), 'dt: %s, rem: %s' % (dt, rem)
+                div, rem = np.divmod(fnan, fone)
+                assert(np.isnan(rem)), "dt: %s, rem: %s" % (dt, rem)
+                assert(np.isnan(div)), "dt: %s, rem: %s" % (dt, rem)
+                div, rem = np.divmod(fone, fnan)
+                assert(np.isnan(rem)), "dt: %s, rem: %s" % (dt, rem)
+                assert(np.isnan(div)), "dt: %s, rem: %s" % (dt, rem)
+                div, rem = np.divmod(fnan, fzer)
+                assert(np.isnan(rem)), "dt: %s, rem: %s" % (dt, rem)
+                assert(np.isnan(div)), "dt: %s, rem: %s" % (dt, rem)
+
+    def test_float_remainder_corner_cases(self):
+        # Check remainder magnitude.
+        for dt in np.typecodes['Float']:
+            fone = np.array(1.0, dtype=dt)
+            fzer = np.array(0.0, dtype=dt)
+            fnan = np.array(np.nan, dtype=dt)
+            b = np.array(1.0, dtype=dt)
+            a = np.nextafter(np.array(0.0, dtype=dt), -b)
+            rem = np.remainder(a, b)
+            assert_(rem <= b, 'dt: %s' % dt)
+            rem = np.remainder(-a, -b)
+            assert_(rem >= -b, 'dt: %s' % dt)
+
+        # Check nans, inf
+        with suppress_warnings() as sup:
+            sup.filter(RuntimeWarning, "invalid value encountered in remainder")
+            sup.filter(RuntimeWarning, "invalid value encountered in fmod")
+            for dt in np.typecodes['Float']:
+                fone = np.array(1.0, dtype=dt)
+                fzer = np.array(0.0, dtype=dt)
+                finf = np.array(np.inf, dtype=dt)
+                fnan = np.array(np.nan, dtype=dt)
+                rem = np.remainder(fone, fzer)
+                assert_(np.isnan(rem), 'dt: %s, rem: %s' % (dt, rem))
+                # MSVC 2008 returns NaN here, so disable the check.
+                #rem = np.remainder(fone, finf)
+                #assert_(rem == fone, 'dt: %s, rem: %s' % (dt, rem))
+                rem = np.remainder(finf, fone)
+                fmod = np.fmod(finf, fone)
+                assert_(np.isnan(fmod), 'dt: %s, fmod: %s' % (dt, fmod))
+                assert_(np.isnan(rem), 'dt: %s, rem: %s' % (dt, rem))
+                rem = np.remainder(finf, finf)
+                fmod = np.fmod(finf, fone)
+                assert_(np.isnan(rem), 'dt: %s, rem: %s' % (dt, rem))
+                assert_(np.isnan(fmod), 'dt: %s, fmod: %s' % (dt, fmod))
+                rem = np.remainder(finf, fzer)
+                fmod = np.fmod(finf, fzer)
+                assert_(np.isnan(rem), 'dt: %s, rem: %s' % (dt, rem))
+                assert_(np.isnan(fmod), 'dt: %s, fmod: %s' % (dt, fmod))
+                rem = np.remainder(fone, fnan)
+                fmod = np.fmod(fone, fnan)
+                assert_(np.isnan(rem), 'dt: %s, rem: %s' % (dt, rem))
+                assert_(np.isnan(fmod), 'dt: %s, fmod: %s' % (dt, fmod))
+                rem = np.remainder(fnan, fzer)
+                fmod = np.fmod(fnan, fzer)
+                assert_(np.isnan(rem), 'dt: %s, rem: %s' % (dt, rem))
+                assert_(np.isnan(fmod), 'dt: %s, fmod: %s' % (dt, rem))
+                rem = np.remainder(fnan, fone)
+                fmod = np.fmod(fnan, fone)
+                assert_(np.isnan(rem), 'dt: %s, rem: %s' % (dt, rem))
+                assert_(np.isnan(fmod), 'dt: %s, fmod: %s' % (dt, rem))
+
+
+class TestDivisionIntegerOverflowsAndDivideByZero:
+    result_type = namedtuple('result_type',
+            ['nocast', 'casted'])
+    helper_lambdas = {
+        'zero': lambda dtype: 0,
+        'min': lambda dtype: np.iinfo(dtype).min,
+        'neg_min': lambda dtype: -np.iinfo(dtype).min,
+        'min-zero': lambda dtype: (np.iinfo(dtype).min, 0),
+        'neg_min-zero': lambda dtype: (-np.iinfo(dtype).min, 0),
+    }
+    overflow_results = {
+        np.remainder: result_type(
+            helper_lambdas['zero'], helper_lambdas['zero']),
+        np.fmod: result_type(
+            helper_lambdas['zero'], helper_lambdas['zero']),
+        operator.mod: result_type(
+            helper_lambdas['zero'], helper_lambdas['zero']),
+        operator.floordiv: result_type(
+            helper_lambdas['min'], helper_lambdas['neg_min']),
+        np.floor_divide: result_type(
+            helper_lambdas['min'], helper_lambdas['neg_min']),
+        np.divmod: result_type(
+            helper_lambdas['min-zero'], helper_lambdas['neg_min-zero'])
+    }
+
+    @pytest.mark.parametrize("dtype", np.typecodes["Integer"])
+    def test_signed_division_overflow(self, dtype):
+        to_check = interesting_binop_operands(np.iinfo(dtype).min, -1, dtype)
+        for op1, op2, extractor, operand_identifier in to_check:
+            with pytest.warns(RuntimeWarning, match="overflow encountered"):
+                res = op1 // op2
+
+            assert res.dtype == op1.dtype
+            assert extractor(res) == np.iinfo(op1.dtype).min
+
+            # Remainder is well defined though, and does not warn:
+            res = op1 % op2
+            assert res.dtype == op1.dtype
+            assert extractor(res) == 0
+            # Check fmod as well:
+            res = np.fmod(op1, op2)
+            assert extractor(res) == 0
+
+            # Divmod warns for the division part:
+            with pytest.warns(RuntimeWarning, match="overflow encountered"):
+                res1, res2 = np.divmod(op1, op2)
+
+            assert res1.dtype == res2.dtype == op1.dtype
+            assert extractor(res1) == np.iinfo(op1.dtype).min
+            assert extractor(res2) == 0
+
+    @pytest.mark.parametrize("dtype", np.typecodes["AllInteger"])
+    def test_divide_by_zero(self, dtype):
+        # Note that the return value cannot be well defined here, but NumPy
+        # currently uses 0 consistently.  This could be changed.
+        to_check = interesting_binop_operands(1, 0, dtype)
+        for op1, op2, extractor, operand_identifier in to_check:
+            with pytest.warns(RuntimeWarning, match="divide by zero"):
+                res = op1 // op2
+
+            assert res.dtype == op1.dtype
+            assert extractor(res) == 0
+
+            with pytest.warns(RuntimeWarning, match="divide by zero"):
+                res1, res2 = np.divmod(op1, op2)
+
+            assert res1.dtype == res2.dtype == op1.dtype
+            assert extractor(res1) == 0
+            assert extractor(res2) == 0
+
+    @pytest.mark.parametrize("dividend_dtype",
+            np.sctypes['int'])
+    @pytest.mark.parametrize("divisor_dtype",
+            np.sctypes['int'])
+    @pytest.mark.parametrize("operation",
+            [np.remainder, np.fmod, np.divmod, np.floor_divide,
+             operator.mod, operator.floordiv])
+    @np.errstate(divide='warn', over='warn')
+    def test_overflows(self, dividend_dtype, divisor_dtype, operation):
+        # SIMD tries to perform the operation on as many elements as possible
+        # that is a multiple of the register's size. We resort to the
+        # default implementation for the leftover elements.
+        # We try to cover all paths here.
+        arrays = [np.array([np.iinfo(dividend_dtype).min]*i,
+                           dtype=dividend_dtype) for i in range(1, 129)]
+        divisor = np.array([-1], dtype=divisor_dtype)
+        # If dividend is a larger type than the divisor (`else` case),
+        # then, result will be a larger type than dividend and will not
+        # result in an overflow for `divmod` and `floor_divide`.
+        if np.dtype(dividend_dtype).itemsize >= np.dtype(
+                divisor_dtype).itemsize and operation in (
+                        np.divmod, np.floor_divide, operator.floordiv):
+            with pytest.warns(
+                    RuntimeWarning,
+                    match="overflow encountered in"):
+                result = operation(
+                            dividend_dtype(np.iinfo(dividend_dtype).min),
+                            divisor_dtype(-1)
+                        )
+                assert result == self.overflow_results[operation].nocast(
+                        dividend_dtype)
+
+            # Arrays
+            for a in arrays:
+                # In case of divmod, we need to flatten the result
+                # column first as we get a column vector of quotient and
+                # remainder and a normal flatten of the expected result.
+                with pytest.warns(
+                        RuntimeWarning,
+                        match="overflow encountered in"):
+                    result = np.array(operation(a, divisor)).flatten('f')
+                    expected_array = np.array(
+                            [self.overflow_results[operation].nocast(
+                                dividend_dtype)]*len(a)).flatten()
+                    assert_array_equal(result, expected_array)
+        else:
+            # Scalars
+            result = operation(
+                        dividend_dtype(np.iinfo(dividend_dtype).min),
+                        divisor_dtype(-1)
+                    )
+            assert result == self.overflow_results[operation].casted(
+                    dividend_dtype)
+
+            # Arrays
+            for a in arrays:
+                # See above comment on flatten
+                result = np.array(operation(a, divisor)).flatten('f')
+                expected_array = np.array(
+                        [self.overflow_results[operation].casted(
+                            dividend_dtype)]*len(a)).flatten()
+                assert_array_equal(result, expected_array)
+
+
+class TestCbrt:
+    def test_cbrt_scalar(self):
+        assert_almost_equal((np.cbrt(np.float32(-2.5)**3)), -2.5)
+
+    def test_cbrt(self):
+        x = np.array([1., 2., -3., np.inf, -np.inf])
+        assert_almost_equal(np.cbrt(x**3), x)
+
+        assert_(np.isnan(np.cbrt(np.nan)))
+        assert_equal(np.cbrt(np.inf), np.inf)
+        assert_equal(np.cbrt(-np.inf), -np.inf)
+
+
+class TestPower:
+    def test_power_float(self):
+        x = np.array([1., 2., 3.])
+        assert_equal(x**0, [1., 1., 1.])
+        assert_equal(x**1, x)
+        assert_equal(x**2, [1., 4., 9.])
+        y = x.copy()
+        y **= 2
+        assert_equal(y, [1., 4., 9.])
+        assert_almost_equal(x**(-1), [1., 0.5, 1./3])
+        assert_almost_equal(x**(0.5), [1., ncu.sqrt(2), ncu.sqrt(3)])
+
+        for out, inp, msg in _gen_alignment_data(dtype=np.float32,
+                                                 type='unary',
+                                                 max_size=11):
+            exp = [ncu.sqrt(i) for i in inp]
+            assert_almost_equal(inp**(0.5), exp, err_msg=msg)
+            np.sqrt(inp, out=out)
+            assert_equal(out, exp, err_msg=msg)
+
+        for out, inp, msg in _gen_alignment_data(dtype=np.float64,
+                                                 type='unary',
+                                                 max_size=7):
+            exp = [ncu.sqrt(i) for i in inp]
+            assert_almost_equal(inp**(0.5), exp, err_msg=msg)
+            np.sqrt(inp, out=out)
+            assert_equal(out, exp, err_msg=msg)
+
+    def test_power_complex(self):
+        x = np.array([1+2j, 2+3j, 3+4j])
+        assert_equal(x**0, [1., 1., 1.])
+        assert_equal(x**1, x)
+        assert_almost_equal(x**2, [-3+4j, -5+12j, -7+24j])
+        assert_almost_equal(x**3, [(1+2j)**3, (2+3j)**3, (3+4j)**3])
+        assert_almost_equal(x**4, [(1+2j)**4, (2+3j)**4, (3+4j)**4])
+        assert_almost_equal(x**(-1), [1/(1+2j), 1/(2+3j), 1/(3+4j)])
+        assert_almost_equal(x**(-2), [1/(1+2j)**2, 1/(2+3j)**2, 1/(3+4j)**2])
+        assert_almost_equal(x**(-3), [(-11+2j)/125, (-46-9j)/2197,
+                                      (-117-44j)/15625])
+        assert_almost_equal(x**(0.5), [ncu.sqrt(1+2j), ncu.sqrt(2+3j),
+                                       ncu.sqrt(3+4j)])
+        norm = 1./((x**14)[0])
+        assert_almost_equal(x**14 * norm,
+                [i * norm for i in [-76443+16124j, 23161315+58317492j,
+                                    5583548873 + 2465133864j]])
+
+        # Ticket #836
+        def assert_complex_equal(x, y):
+            assert_array_equal(x.real, y.real)
+            assert_array_equal(x.imag, y.imag)
+
+        for z in [complex(0, np.inf), complex(1, np.inf)]:
+            z = np.array([z], dtype=np.complex_)
+            with np.errstate(invalid="ignore"):
+                assert_complex_equal(z**1, z)
+                assert_complex_equal(z**2, z*z)
+                assert_complex_equal(z**3, z*z*z)
+
+    def test_power_zero(self):
+        # ticket #1271
+        zero = np.array([0j])
+        one = np.array([1+0j])
+        cnan = np.array([complex(np.nan, np.nan)])
+        # FIXME cinf not tested.
+        #cinf = np.array([complex(np.inf, 0)])
+
+        def assert_complex_equal(x, y):
+            x, y = np.asarray(x), np.asarray(y)
+            assert_array_equal(x.real, y.real)
+            assert_array_equal(x.imag, y.imag)
+
+        # positive powers
+        for p in [0.33, 0.5, 1, 1.5, 2, 3, 4, 5, 6.6]:
+            assert_complex_equal(np.power(zero, p), zero)
+
+        # zero power
+        assert_complex_equal(np.power(zero, 0), one)
+        with np.errstate(invalid="ignore"):
+            assert_complex_equal(np.power(zero, 0+1j), cnan)
+
+            # negative power
+            for p in [0.33, 0.5, 1, 1.5, 2, 3, 4, 5, 6.6]:
+                assert_complex_equal(np.power(zero, -p), cnan)
+            assert_complex_equal(np.power(zero, -1+0.2j), cnan)
+
+    def test_fast_power(self):
+        x = np.array([1, 2, 3], np.int16)
+        res = x**2.0
+        assert_((x**2.00001).dtype is res.dtype)
+        assert_array_equal(res, [1, 4, 9])
+        # check the inplace operation on the casted copy doesn't mess with x
+        assert_(not np.may_share_memory(res, x))
+        assert_array_equal(x, [1, 2, 3])
+
+        # Check that the fast path ignores 1-element not 0-d arrays
+        res = x ** np.array([[[2]]])
+        assert_equal(res.shape, (1, 1, 3))
+
+    def test_integer_power(self):
+        a = np.array([15, 15], 'i8')
+        b = np.power(a, a)
+        assert_equal(b, [437893890380859375, 437893890380859375])
+
+    def test_integer_power_with_integer_zero_exponent(self):
+        dtypes = np.typecodes['Integer']
+        for dt in dtypes:
+            arr = np.arange(-10, 10, dtype=dt)
+            assert_equal(np.power(arr, 0), np.ones_like(arr))
+
+        dtypes = np.typecodes['UnsignedInteger']
+        for dt in dtypes:
+            arr = np.arange(10, dtype=dt)
+            assert_equal(np.power(arr, 0), np.ones_like(arr))
+
+    def test_integer_power_of_1(self):
+        dtypes = np.typecodes['AllInteger']
+        for dt in dtypes:
+            arr = np.arange(10, dtype=dt)
+            assert_equal(np.power(1, arr), np.ones_like(arr))
+
+    def test_integer_power_of_zero(self):
+        dtypes = np.typecodes['AllInteger']
+        for dt in dtypes:
+            arr = np.arange(1, 10, dtype=dt)
+            assert_equal(np.power(0, arr), np.zeros_like(arr))
+
+    def test_integer_to_negative_power(self):
+        dtypes = np.typecodes['Integer']
+        for dt in dtypes:
+            a = np.array([0, 1, 2, 3], dtype=dt)
+            b = np.array([0, 1, 2, -3], dtype=dt)
+            one = np.array(1, dtype=dt)
+            minusone = np.array(-1, dtype=dt)
+            assert_raises(ValueError, np.power, a, b)
+            assert_raises(ValueError, np.power, a, minusone)
+            assert_raises(ValueError, np.power, one, b)
+            assert_raises(ValueError, np.power, one, minusone)
+
+
+class TestFloat_power:
+    def test_type_conversion(self):
+        arg_type = '?bhilBHILefdgFDG'
+        res_type = 'ddddddddddddgDDG'
+        for dtin, dtout in zip(arg_type, res_type):
+            msg = "dtin: %s, dtout: %s" % (dtin, dtout)
+            arg = np.ones(1, dtype=dtin)
+            res = np.float_power(arg, arg)
+            assert_(res.dtype.name == np.dtype(dtout).name, msg)
+
+
+class TestLog2:
+    @pytest.mark.parametrize('dt', ['f', 'd', 'g'])
+    def test_log2_values(self, dt):
+        x = [1, 2, 4, 8, 16, 32, 64, 128, 256, 512, 1024]
+        y = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+        xf = np.array(x, dtype=dt)
+        yf = np.array(y, dtype=dt)
+        assert_almost_equal(np.log2(xf), yf)
+
+    @pytest.mark.parametrize("i", range(1, 65))
+    def test_log2_ints(self, i):
+        # a good log2 implementation should provide this,
+        # might fail on OS with bad libm
+        v = np.log2(2.**i)
+        assert_equal(v, float(i), err_msg='at exponent %d' % i)
+
+    def test_log2_special(self):
+        assert_equal(np.log2(1.), 0.)
+        assert_equal(np.log2(np.inf), np.inf)
+        assert_(np.isnan(np.log2(np.nan)))
+
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', RuntimeWarning)
+            assert_(np.isnan(np.log2(-1.)))
+            assert_(np.isnan(np.log2(-np.inf)))
+            assert_equal(np.log2(0.), -np.inf)
+            assert_(w[0].category is RuntimeWarning)
+            assert_(w[1].category is RuntimeWarning)
+            assert_(w[2].category is RuntimeWarning)
+
+
+class TestExp2:
+    def test_exp2_values(self):
+        x = [1, 2, 4, 8, 16, 32, 64, 128, 256, 512, 1024]
+        y = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+        for dt in ['f', 'd', 'g']:
+            xf = np.array(x, dtype=dt)
+            yf = np.array(y, dtype=dt)
+            assert_almost_equal(np.exp2(yf), xf)
+
+
+class TestLogAddExp2(_FilterInvalids):
+    # Need test for intermediate precisions
+    def test_logaddexp2_values(self):
+        x = [1, 2, 3, 4, 5]
+        y = [5, 4, 3, 2, 1]
+        z = [6, 6, 6, 6, 6]
+        for dt, dec_ in zip(['f', 'd', 'g'], [6, 15, 15]):
+            xf = np.log2(np.array(x, dtype=dt))
+            yf = np.log2(np.array(y, dtype=dt))
+            zf = np.log2(np.array(z, dtype=dt))
+            assert_almost_equal(np.logaddexp2(xf, yf), zf, decimal=dec_)
+
+    def test_logaddexp2_range(self):
+        x = [1000000, -1000000, 1000200, -1000200]
+        y = [1000200, -1000200, 1000000, -1000000]
+        z = [1000200, -1000000, 1000200, -1000000]
+        for dt in ['f', 'd', 'g']:
+            logxf = np.array(x, dtype=dt)
+            logyf = np.array(y, dtype=dt)
+            logzf = np.array(z, dtype=dt)
+            assert_almost_equal(np.logaddexp2(logxf, logyf), logzf)
+
+    def test_inf(self):
+        inf = np.inf
+        x = [inf, -inf,  inf, -inf, inf, 1,  -inf,  1]
+        y = [inf,  inf, -inf, -inf, 1,   inf, 1,   -inf]
+        z = [inf,  inf,  inf, -inf, inf, inf, 1,    1]
+        with np.errstate(invalid='raise'):
+            for dt in ['f', 'd', 'g']:
+                logxf = np.array(x, dtype=dt)
+                logyf = np.array(y, dtype=dt)
+                logzf = np.array(z, dtype=dt)
+                assert_equal(np.logaddexp2(logxf, logyf), logzf)
+
+    def test_nan(self):
+        assert_(np.isnan(np.logaddexp2(np.nan, np.inf)))
+        assert_(np.isnan(np.logaddexp2(np.inf, np.nan)))
+        assert_(np.isnan(np.logaddexp2(np.nan, 0)))
+        assert_(np.isnan(np.logaddexp2(0, np.nan)))
+        assert_(np.isnan(np.logaddexp2(np.nan, np.nan)))
+
+    def test_reduce(self):
+        assert_equal(np.logaddexp2.identity, -np.inf)
+        assert_equal(np.logaddexp2.reduce([]), -np.inf)
+        assert_equal(np.logaddexp2.reduce([-np.inf]), -np.inf)
+        assert_equal(np.logaddexp2.reduce([-np.inf, 0]), 0)
+
+
+class TestLog:
+    def test_log_values(self):
+        x = [1, 2, 4, 8, 16, 32, 64, 128, 256, 512, 1024]
+        y = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+        for dt in ['f', 'd', 'g']:
+            log2_ = 0.69314718055994530943
+            xf = np.array(x, dtype=dt)
+            yf = np.array(y, dtype=dt)*log2_
+            assert_almost_equal(np.log(xf), yf)
+
+        # test aliasing(issue #17761)
+        x = np.array([2, 0.937500, 3, 0.947500, 1.054697])
+        xf = np.log(x)
+        assert_almost_equal(np.log(x, out=x), xf)
+
+        # test log() of max for dtype does not raise
+        for dt in ['f', 'd', 'g']:
+            with np.errstate(all='raise'):
+                x = np.finfo(dt).max
+                np.log(x)
+
+    def test_log_strides(self):
+        np.random.seed(42)
+        strides = np.array([-4,-3,-2,-1,1,2,3,4])
+        sizes = np.arange(2,100)
+        for ii in sizes:
+            x_f64 = np.float64(np.random.uniform(low=0.01, high=100.0,size=ii))
+            x_special = x_f64.copy()
+            x_special[3:-1:4] = 1.0
+            y_true = np.log(x_f64)
+            y_special = np.log(x_special)
+            for jj in strides:
+                assert_array_almost_equal_nulp(np.log(x_f64[::jj]), y_true[::jj], nulp=2)
+                assert_array_almost_equal_nulp(np.log(x_special[::jj]), y_special[::jj], nulp=2)
+
+class TestExp:
+    def test_exp_values(self):
+        x = [1, 2, 4, 8, 16, 32, 64, 128, 256, 512, 1024]
+        y = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+        for dt in ['f', 'd', 'g']:
+            log2_ = 0.69314718055994530943
+            xf = np.array(x, dtype=dt)
+            yf = np.array(y, dtype=dt)*log2_
+            assert_almost_equal(np.exp(yf), xf)
+
+    def test_exp_strides(self):
+        np.random.seed(42)
+        strides = np.array([-4,-3,-2,-1,1,2,3,4])
+        sizes = np.arange(2,100)
+        for ii in sizes:
+            x_f64 = np.float64(np.random.uniform(low=0.01, high=709.1,size=ii))
+            y_true = np.exp(x_f64)
+            for jj in strides:
+                assert_array_almost_equal_nulp(np.exp(x_f64[::jj]), y_true[::jj], nulp=2)
+
+class TestSpecialFloats:
+    def test_exp_values(self):
+        with np.errstate(under='raise', over='raise'):
+            x = [np.nan,  np.nan, np.inf, 0.]
+            y = [np.nan, -np.nan, np.inf, -np.inf]
+            for dt in ['f', 'd', 'g']:
+                xf = np.array(x, dtype=dt)
+                yf = np.array(y, dtype=dt)
+                assert_equal(np.exp(yf), xf)
+
+    # See: https://github.com/numpy/numpy/issues/19192
+    @pytest.mark.xfail(
+        _glibc_older_than("2.17"),
+        reason="Older glibc versions may not raise appropriate FP exceptions"
+    )
+    def test_exp_exceptions(self):
+        with np.errstate(over='raise'):
+            assert_raises(FloatingPointError, np.exp, np.float32(100.))
+            assert_raises(FloatingPointError, np.exp, np.float32(1E19))
+            assert_raises(FloatingPointError, np.exp, np.float64(800.))
+            assert_raises(FloatingPointError, np.exp, np.float64(1E19))
+
+        with np.errstate(under='raise'):
+            assert_raises(FloatingPointError, np.exp, np.float32(-1000.))
+            assert_raises(FloatingPointError, np.exp, np.float32(-1E19))
+            assert_raises(FloatingPointError, np.exp, np.float64(-1000.))
+            assert_raises(FloatingPointError, np.exp, np.float64(-1E19))
+
+    def test_log_values(self):
+        with np.errstate(all='ignore'):
+            x = [np.nan, np.nan, np.inf, np.nan, -np.inf, np.nan]
+            y = [np.nan, -np.nan, np.inf, -np.inf, 0.0, -1.0]
+            y1p = [np.nan, -np.nan, np.inf, -np.inf, -1.0, -2.0]
+            for dt in ['f', 'd', 'g']:
+                xf = np.array(x, dtype=dt)
+                yf = np.array(y, dtype=dt)
+                yf1p = np.array(y1p, dtype=dt)
+                assert_equal(np.log(yf), xf)
+                assert_equal(np.log2(yf), xf)
+                assert_equal(np.log10(yf), xf)
+                assert_equal(np.log1p(yf1p), xf)
+
+        with np.errstate(divide='raise'):
+            for dt in ['f', 'd']:
+                assert_raises(FloatingPointError, np.log,
+                              np.array(0.0, dtype=dt))
+                assert_raises(FloatingPointError, np.log2,
+                              np.array(0.0, dtype=dt))
+                assert_raises(FloatingPointError, np.log10,
+                              np.array(0.0, dtype=dt))
+                assert_raises(FloatingPointError, np.log1p,
+                              np.array(-1.0, dtype=dt))
+
+        with np.errstate(invalid='raise'):
+            for dt in ['f', 'd']:
+                assert_raises(FloatingPointError, np.log,
+                              np.array(-np.inf, dtype=dt))
+                assert_raises(FloatingPointError, np.log,
+                              np.array(-1.0, dtype=dt))
+                assert_raises(FloatingPointError, np.log2,
+                              np.array(-np.inf, dtype=dt))
+                assert_raises(FloatingPointError, np.log2,
+                              np.array(-1.0, dtype=dt))
+                assert_raises(FloatingPointError, np.log10,
+                              np.array(-np.inf, dtype=dt))
+                assert_raises(FloatingPointError, np.log10,
+                              np.array(-1.0, dtype=dt))
+                assert_raises(FloatingPointError, np.log1p,
+                              np.array(-np.inf, dtype=dt))
+                assert_raises(FloatingPointError, np.log1p,
+                              np.array(-2.0, dtype=dt))
+
+        # See https://github.com/numpy/numpy/issues/18005
+        with assert_no_warnings():
+            a = np.array(1e9, dtype='float32')
+            np.log(a)
+
+    def test_sincos_values(self):
+        with np.errstate(all='ignore'):
+            x = [np.nan, np.nan, np.nan, np.nan]
+            y = [np.nan, -np.nan, np.inf, -np.inf]
+            for dt in ['f', 'd', 'g']:
+                xf = np.array(x, dtype=dt)
+                yf = np.array(y, dtype=dt)
+                assert_equal(np.sin(yf), xf)
+                assert_equal(np.cos(yf), xf)
+
+        with np.errstate(invalid='raise'):
+            assert_raises(FloatingPointError, np.sin, np.float32(-np.inf))
+            assert_raises(FloatingPointError, np.sin, np.float32(np.inf))
+            assert_raises(FloatingPointError, np.cos, np.float32(-np.inf))
+            assert_raises(FloatingPointError, np.cos, np.float32(np.inf))
+
+    @pytest.mark.parametrize('dt', ['f', 'd', 'g'])
+    def test_sqrt_values(self, dt):
+        with np.errstate(all='ignore'):
+            x = [np.nan, np.nan, np.inf, np.nan, 0.]
+            y = [np.nan, -np.nan, np.inf, -np.inf, 0.]
+            xf = np.array(x, dtype=dt)
+            yf = np.array(y, dtype=dt)
+            assert_equal(np.sqrt(yf), xf)
+
+        # with np.errstate(invalid='raise'):
+        #     assert_raises(
+        #         FloatingPointError, np.sqrt, np.array(-100., dtype=dt)
+        #     )
+
+    def test_abs_values(self):
+        x = [np.nan,  np.nan, np.inf, np.inf, 0., 0., 1.0, 1.0]
+        y = [np.nan, -np.nan, np.inf, -np.inf, 0., -0., -1.0, 1.0]
+        for dt in ['f', 'd', 'g']:
+            xf = np.array(x, dtype=dt)
+            yf = np.array(y, dtype=dt)
+            assert_equal(np.abs(yf), xf)
+
+    def test_square_values(self):
+        x = [np.nan,  np.nan, np.inf, np.inf]
+        y = [np.nan, -np.nan, np.inf, -np.inf]
+        with np.errstate(all='ignore'):
+            for dt in ['f', 'd', 'g']:
+                xf = np.array(x, dtype=dt)
+                yf = np.array(y, dtype=dt)
+                assert_equal(np.square(yf), xf)
+
+        with np.errstate(over='raise'):
+            assert_raises(FloatingPointError, np.square,
+                          np.array(1E32, dtype='f'))
+            assert_raises(FloatingPointError, np.square,
+                          np.array(1E200, dtype='d'))
+
+    def test_reciprocal_values(self):
+        with np.errstate(all='ignore'):
+            x = [np.nan,  np.nan, 0.0, -0.0, np.inf, -np.inf]
+            y = [np.nan, -np.nan, np.inf, -np.inf, 0., -0.]
+            for dt in ['f', 'd', 'g']:
+                xf = np.array(x, dtype=dt)
+                yf = np.array(y, dtype=dt)
+                assert_equal(np.reciprocal(yf), xf)
+
+        with np.errstate(divide='raise'):
+            for dt in ['f', 'd', 'g']:
+                assert_raises(FloatingPointError, np.reciprocal,
+                              np.array(-0.0, dtype=dt))
+
+    def test_tan(self):
+        with np.errstate(all='ignore'):
+            in_ = [np.nan, -np.nan, 0.0, -0.0, np.inf, -np.inf]
+            out = [np.nan, np.nan, 0.0, -0.0, np.nan, np.nan]
+            for dt in ['f', 'd']:
+                in_arr = np.array(in_, dtype=dt)
+                out_arr = np.array(out, dtype=dt)
+                assert_equal(np.tan(in_arr), out_arr)
+
+        with np.errstate(invalid='raise'):
+            for dt in ['f', 'd']:
+                assert_raises(FloatingPointError, np.tan,
+                              np.array(np.inf, dtype=dt))
+                assert_raises(FloatingPointError, np.tan,
+                              np.array(-np.inf, dtype=dt))
+
+    def test_arcsincos(self):
+        with np.errstate(all='ignore'):
+            in_ = [np.nan, -np.nan, np.inf, -np.inf]
+            out = [np.nan, np.nan, np.nan, np.nan]
+            for dt in ['f', 'd']:
+                in_arr = np.array(in_, dtype=dt)
+                out_arr = np.array(out, dtype=dt)
+                assert_equal(np.arcsin(in_arr), out_arr)
+                assert_equal(np.arccos(in_arr), out_arr)
+
+        for callable in [np.arcsin, np.arccos]:
+            for value in [np.inf, -np.inf, 2.0, -2.0]:
+                for dt in ['f', 'd']:
+                    with np.errstate(invalid='raise'):
+                        assert_raises(FloatingPointError, callable,
+                                      np.array(value, dtype=dt))
+
+    def test_arctan(self):
+        with np.errstate(all='ignore'):
+            in_ = [np.nan, -np.nan]
+            out = [np.nan, np.nan]
+            for dt in ['f', 'd']:
+                in_arr = np.array(in_, dtype=dt)
+                out_arr = np.array(out, dtype=dt)
+                assert_equal(np.arctan(in_arr), out_arr)
+
+    def test_sinh(self):
+        in_ = [np.nan, -np.nan, np.inf, -np.inf]
+        out = [np.nan, np.nan, np.inf, -np.inf]
+        for dt in ['f', 'd']:
+            in_arr = np.array(in_, dtype=dt)
+            out_arr = np.array(out, dtype=dt)
+            assert_equal(np.sinh(in_arr), out_arr)
+
+        with np.errstate(over='raise'):
+            assert_raises(FloatingPointError, np.sinh,
+                          np.array(120.0, dtype='f'))
+            assert_raises(FloatingPointError, np.sinh,
+                          np.array(1200.0, dtype='d'))
+
+    def test_cosh(self):
+        in_ = [np.nan, -np.nan, np.inf, -np.inf]
+        out = [np.nan, np.nan, np.inf, np.inf]
+        for dt in ['f', 'd']:
+            in_arr = np.array(in_, dtype=dt)
+            out_arr = np.array(out, dtype=dt)
+            assert_equal(np.cosh(in_arr), out_arr)
+
+        with np.errstate(over='raise'):
+            assert_raises(FloatingPointError, np.cosh,
+                          np.array(120.0, dtype='f'))
+            assert_raises(FloatingPointError, np.cosh,
+                          np.array(1200.0, dtype='d'))
+
+    def test_tanh(self):
+        in_ = [np.nan, -np.nan, np.inf, -np.inf]
+        out = [np.nan, np.nan, 1.0, -1.0]
+        for dt in ['f', 'd']:
+            in_arr = np.array(in_, dtype=dt)
+            out_arr = np.array(out, dtype=dt)
+            assert_equal(np.tanh(in_arr), out_arr)
+
+    def test_arcsinh(self):
+        in_ = [np.nan, -np.nan, np.inf, -np.inf]
+        out = [np.nan, np.nan, np.inf, -np.inf]
+        for dt in ['f', 'd']:
+            in_arr = np.array(in_, dtype=dt)
+            out_arr = np.array(out, dtype=dt)
+            assert_equal(np.arcsinh(in_arr), out_arr)
+
+    def test_arccosh(self):
+        with np.errstate(all='ignore'):
+            in_ = [np.nan, -np.nan, np.inf, -np.inf, 1.0, 0.0]
+            out = [np.nan, np.nan, np.inf, np.nan, 0.0, np.nan]
+            for dt in ['f', 'd']:
+                in_arr = np.array(in_, dtype=dt)
+                out_arr = np.array(out, dtype=dt)
+                assert_equal(np.arccosh(in_arr), out_arr)
+
+        for value in [0.0, -np.inf]:
+            with np.errstate(invalid='raise'):
+                for dt in ['f', 'd']:
+                    assert_raises(FloatingPointError, np.arccosh,
+                                  np.array(value, dtype=dt))
+
+    def test_arctanh(self):
+        with np.errstate(all='ignore'):
+            in_ = [np.nan, -np.nan, np.inf, -np.inf, 1.0, -1.0, 2.0]
+            out = [np.nan, np.nan, np.nan, np.nan, np.inf, -np.inf, np.nan]
+            for dt in ['f', 'd']:
+                in_arr = np.array(in_, dtype=dt)
+                out_arr = np.array(out, dtype=dt)
+                assert_equal(np.arctanh(in_arr), out_arr)
+
+        for value in [1.01, np.inf, -np.inf, 1.0, -1.0]:
+            with np.errstate(invalid='raise', divide='raise'):
+                for dt in ['f', 'd']:
+                    assert_raises(FloatingPointError, np.arctanh,
+                                  np.array(value, dtype=dt))
+
+    # See: https://github.com/numpy/numpy/issues/20448
+    @pytest.mark.xfail(
+        _glibc_older_than("2.17"),
+        reason="Older glibc versions may not raise appropriate FP exceptions"
+    )
+    def test_exp2(self):
+        with np.errstate(all='ignore'):
+            in_ = [np.nan, -np.nan, np.inf, -np.inf]
+            out = [np.nan, np.nan, np.inf, 0.0]
+            for dt in ['f', 'd']:
+                in_arr = np.array(in_, dtype=dt)
+                out_arr = np.array(out, dtype=dt)
+                assert_equal(np.exp2(in_arr), out_arr)
+
+        for value in [2000.0, -2000.0]:
+            with np.errstate(over='raise', under='raise'):
+                for dt in ['f', 'd']:
+                    assert_raises(FloatingPointError, np.exp2,
+                                  np.array(value, dtype=dt))
+
+    def test_expm1(self):
+        with np.errstate(all='ignore'):
+            in_ = [np.nan, -np.nan, np.inf, -np.inf]
+            out = [np.nan, np.nan, np.inf, -1.0]
+            for dt in ['f', 'd']:
+                in_arr = np.array(in_, dtype=dt)
+                out_arr = np.array(out, dtype=dt)
+                assert_equal(np.expm1(in_arr), out_arr)
+
+        for value in [200.0, 2000.0]:
+            with np.errstate(over='raise'):
+                assert_raises(FloatingPointError, np.expm1,
+                              np.array(value, dtype='f'))
+
+class TestFPClass:
+    @pytest.mark.parametrize("stride", [-4,-2,-1,1,2,4])
+    def test_fpclass(self, stride):
+        arr_f64 = np.array([np.nan, -np.nan, np.inf, -np.inf, -1.0, 1.0, -0.0, 0.0, 2.2251e-308, -2.2251e-308], dtype='d')
+        arr_f32 = np.array([np.nan, -np.nan, np.inf, -np.inf, -1.0, 1.0, -0.0, 0.0, 1.4013e-045, -1.4013e-045], dtype='f')
+        nan     = np.array([True, True, False, False, False, False, False, False, False, False])
+        inf     = np.array([False, False, True, True, False, False, False, False, False, False])
+        sign    = np.array([False, True, False, True, True, False, True, False, False, True])
+        finite  = np.array([False, False, False, False, True, True, True, True, True, True])
+        assert_equal(np.isnan(arr_f32[::stride]), nan[::stride])
+        assert_equal(np.isnan(arr_f64[::stride]), nan[::stride])
+        assert_equal(np.isinf(arr_f32[::stride]), inf[::stride])
+        assert_equal(np.isinf(arr_f64[::stride]), inf[::stride])
+        assert_equal(np.signbit(arr_f32[::stride]), sign[::stride])
+        assert_equal(np.signbit(arr_f64[::stride]), sign[::stride])
+        assert_equal(np.isfinite(arr_f32[::stride]), finite[::stride])
+        assert_equal(np.isfinite(arr_f64[::stride]), finite[::stride])
+
+class TestLDExp:
+    @pytest.mark.parametrize("stride", [-4,-2,-1,1,2,4])
+    @pytest.mark.parametrize("dtype", ['f', 'd'])
+    def test_ldexp(self, dtype, stride):
+        mant = np.array([0.125, 0.25, 0.5, 1., 1., 2., 4., 8.], dtype=dtype)
+        exp  = np.array([3, 2, 1, 0, 0, -1, -2, -3], dtype='i')
+        out  = np.zeros(8, dtype=dtype)
+        assert_equal(np.ldexp(mant[::stride], exp[::stride], out=out[::stride]), np.ones(8, dtype=dtype)[::stride])
+        assert_equal(out[::stride], np.ones(8, dtype=dtype)[::stride])
+
+class TestFRExp:
+    @pytest.mark.parametrize("stride", [-4,-2,-1,1,2,4])
+    @pytest.mark.parametrize("dtype", ['f', 'd'])
+    @pytest.mark.skipif(not sys.platform.startswith('linux'),
+                        reason="np.frexp gives different answers for NAN/INF on windows and linux")
+    def test_frexp(self, dtype, stride):
+        arr = np.array([np.nan, np.nan, np.inf, -np.inf, 0.0, -0.0, 1.0, -1.0], dtype=dtype)
+        mant_true = np.array([np.nan, np.nan, np.inf, -np.inf, 0.0, -0.0, 0.5, -0.5], dtype=dtype)
+        exp_true  = np.array([0, 0, 0, 0, 0, 0, 1, 1], dtype='i')
+        out_mant  = np.ones(8, dtype=dtype)
+        out_exp   = 2*np.ones(8, dtype='i')
+        mant, exp = np.frexp(arr[::stride], out=(out_mant[::stride], out_exp[::stride]))
+        assert_equal(mant_true[::stride], mant)
+        assert_equal(exp_true[::stride], exp)
+        assert_equal(out_mant[::stride], mant_true[::stride])
+        assert_equal(out_exp[::stride], exp_true[::stride])
+
+# func : [maxulperror, low, high]
+avx_ufuncs = {'sqrt'        :[1,  0.,   100.],
+              'absolute'    :[0, -100., 100.],
+              'reciprocal'  :[1,  1.,   100.],
+              'square'      :[1, -100., 100.],
+              'rint'        :[0, -100., 100.],
+              'floor'       :[0, -100., 100.],
+              'ceil'        :[0, -100., 100.],
+              'trunc'       :[0, -100., 100.]}
+
+class TestAVXUfuncs:
+    def test_avx_based_ufunc(self):
+        strides = np.array([-4,-3,-2,-1,1,2,3,4])
+        np.random.seed(42)
+        for func, prop in avx_ufuncs.items():
+            maxulperr = prop[0]
+            minval = prop[1]
+            maxval = prop[2]
+            # various array sizes to ensure masking in AVX is tested
+            for size in range(1,32):
+                myfunc = getattr(np, func)
+                x_f32 = np.float32(np.random.uniform(low=minval, high=maxval,
+                    size=size))
+                x_f64 = np.float64(x_f32)
+                x_f128 = np.longdouble(x_f32)
+                y_true128 = myfunc(x_f128)
+                if maxulperr == 0:
+                    assert_equal(myfunc(x_f32), np.float32(y_true128))
+                    assert_equal(myfunc(x_f64), np.float64(y_true128))
+                else:
+                    assert_array_max_ulp(myfunc(x_f32), np.float32(y_true128),
+                            maxulp=maxulperr)
+                    assert_array_max_ulp(myfunc(x_f64), np.float64(y_true128),
+                            maxulp=maxulperr)
+                # various strides to test gather instruction
+                if size > 1:
+                    y_true32 = myfunc(x_f32)
+                    y_true64 = myfunc(x_f64)
+                    for jj in strides:
+                        assert_equal(myfunc(x_f64[::jj]), y_true64[::jj])
+                        assert_equal(myfunc(x_f32[::jj]), y_true32[::jj])
+
+class TestAVXFloat32Transcendental:
+    def test_exp_float32(self):
+        np.random.seed(42)
+        x_f32 = np.float32(np.random.uniform(low=0.0,high=88.1,size=1000000))
+        x_f64 = np.float64(x_f32)
+        assert_array_max_ulp(np.exp(x_f32), np.float32(np.exp(x_f64)), maxulp=3)
+
+    def test_log_float32(self):
+        np.random.seed(42)
+        x_f32 = np.float32(np.random.uniform(low=0.0,high=1000,size=1000000))
+        x_f64 = np.float64(x_f32)
+        assert_array_max_ulp(np.log(x_f32), np.float32(np.log(x_f64)), maxulp=4)
+
+    def test_sincos_float32(self):
+        np.random.seed(42)
+        N = 1000000
+        M = np.int_(N/20)
+        index = np.random.randint(low=0, high=N, size=M)
+        x_f32 = np.float32(np.random.uniform(low=-100.,high=100.,size=N))
+        if not _glibc_older_than("2.17"):
+            # test coverage for elements > 117435.992f for which glibc is used
+            # this is known to be problematic on old glibc, so skip it there
+            x_f32[index] = np.float32(10E+10*np.random.rand(M))
+        x_f64 = np.float64(x_f32)
+        assert_array_max_ulp(np.sin(x_f32), np.float32(np.sin(x_f64)), maxulp=2)
+        assert_array_max_ulp(np.cos(x_f32), np.float32(np.cos(x_f64)), maxulp=2)
+        # test aliasing(issue #17761)
+        tx_f32 = x_f32.copy()
+        assert_array_max_ulp(np.sin(x_f32, out=x_f32), np.float32(np.sin(x_f64)), maxulp=2)
+        assert_array_max_ulp(np.cos(tx_f32, out=tx_f32), np.float32(np.cos(x_f64)), maxulp=2)
+
+    def test_strided_float32(self):
+        np.random.seed(42)
+        strides = np.array([-4,-3,-2,-1,1,2,3,4])
+        sizes = np.arange(2,100)
+        for ii in sizes:
+            x_f32 = np.float32(np.random.uniform(low=0.01,high=88.1,size=ii))
+            x_f32_large = x_f32.copy()
+            x_f32_large[3:-1:4] = 120000.0
+            exp_true = np.exp(x_f32)
+            log_true = np.log(x_f32)
+            sin_true = np.sin(x_f32_large)
+            cos_true = np.cos(x_f32_large)
+            for jj in strides:
+                assert_array_almost_equal_nulp(np.exp(x_f32[::jj]), exp_true[::jj], nulp=2)
+                assert_array_almost_equal_nulp(np.log(x_f32[::jj]), log_true[::jj], nulp=2)
+                assert_array_almost_equal_nulp(np.sin(x_f32_large[::jj]), sin_true[::jj], nulp=2)
+                assert_array_almost_equal_nulp(np.cos(x_f32_large[::jj]), cos_true[::jj], nulp=2)
+
+class TestLogAddExp(_FilterInvalids):
+    def test_logaddexp_values(self):
+        x = [1, 2, 3, 4, 5]
+        y = [5, 4, 3, 2, 1]
+        z = [6, 6, 6, 6, 6]
+        for dt, dec_ in zip(['f', 'd', 'g'], [6, 15, 15]):
+            xf = np.log(np.array(x, dtype=dt))
+            yf = np.log(np.array(y, dtype=dt))
+            zf = np.log(np.array(z, dtype=dt))
+            assert_almost_equal(np.logaddexp(xf, yf), zf, decimal=dec_)
+
+    def test_logaddexp_range(self):
+        x = [1000000, -1000000, 1000200, -1000200]
+        y = [1000200, -1000200, 1000000, -1000000]
+        z = [1000200, -1000000, 1000200, -1000000]
+        for dt in ['f', 'd', 'g']:
+            logxf = np.array(x, dtype=dt)
+            logyf = np.array(y, dtype=dt)
+            logzf = np.array(z, dtype=dt)
+            assert_almost_equal(np.logaddexp(logxf, logyf), logzf)
+
+    def test_inf(self):
+        inf = np.inf
+        x = [inf, -inf,  inf, -inf, inf, 1,  -inf,  1]
+        y = [inf,  inf, -inf, -inf, 1,   inf, 1,   -inf]
+        z = [inf,  inf,  inf, -inf, inf, inf, 1,    1]
+        with np.errstate(invalid='raise'):
+            for dt in ['f', 'd', 'g']:
+                logxf = np.array(x, dtype=dt)
+                logyf = np.array(y, dtype=dt)
+                logzf = np.array(z, dtype=dt)
+                assert_equal(np.logaddexp(logxf, logyf), logzf)
+
+    def test_nan(self):
+        assert_(np.isnan(np.logaddexp(np.nan, np.inf)))
+        assert_(np.isnan(np.logaddexp(np.inf, np.nan)))
+        assert_(np.isnan(np.logaddexp(np.nan, 0)))
+        assert_(np.isnan(np.logaddexp(0, np.nan)))
+        assert_(np.isnan(np.logaddexp(np.nan, np.nan)))
+
+    def test_reduce(self):
+        assert_equal(np.logaddexp.identity, -np.inf)
+        assert_equal(np.logaddexp.reduce([]), -np.inf)
+
+
+class TestLog1p:
+    def test_log1p(self):
+        assert_almost_equal(ncu.log1p(0.2), ncu.log(1.2))
+        assert_almost_equal(ncu.log1p(1e-6), ncu.log(1+1e-6))
+
+    def test_special(self):
+        with np.errstate(invalid="ignore", divide="ignore"):
+            assert_equal(ncu.log1p(np.nan), np.nan)
+            assert_equal(ncu.log1p(np.inf), np.inf)
+            assert_equal(ncu.log1p(-1.), -np.inf)
+            assert_equal(ncu.log1p(-2.), np.nan)
+            assert_equal(ncu.log1p(-np.inf), np.nan)
+
+
+class TestExpm1:
+    def test_expm1(self):
+        assert_almost_equal(ncu.expm1(0.2), ncu.exp(0.2)-1)
+        assert_almost_equal(ncu.expm1(1e-6), ncu.exp(1e-6)-1)
+
+    def test_special(self):
+        assert_equal(ncu.expm1(np.inf), np.inf)
+        assert_equal(ncu.expm1(0.), 0.)
+        assert_equal(ncu.expm1(-0.), -0.)
+        assert_equal(ncu.expm1(np.inf), np.inf)
+        assert_equal(ncu.expm1(-np.inf), -1.)
+
+    def test_complex(self):
+        x = np.asarray(1e-12)
+        assert_allclose(x, ncu.expm1(x))
+        x = x.astype(np.complex128)
+        assert_allclose(x, ncu.expm1(x))
+
+
+class TestHypot:
+    def test_simple(self):
+        assert_almost_equal(ncu.hypot(1, 1), ncu.sqrt(2))
+        assert_almost_equal(ncu.hypot(0, 0), 0)
+
+    def test_reduce(self):
+        assert_almost_equal(ncu.hypot.reduce([3.0, 4.0]), 5.0)
+        assert_almost_equal(ncu.hypot.reduce([3.0, 4.0, 0]), 5.0)
+        assert_almost_equal(ncu.hypot.reduce([9.0, 12.0, 20.0]), 25.0)
+        assert_equal(ncu.hypot.reduce([]), 0.0)
+
+
+def assert_hypot_isnan(x, y):
+    with np.errstate(invalid='ignore'):
+        assert_(np.isnan(ncu.hypot(x, y)),
+                "hypot(%s, %s) is %s, not nan" % (x, y, ncu.hypot(x, y)))
+
+
+def assert_hypot_isinf(x, y):
+    with np.errstate(invalid='ignore'):
+        assert_(np.isinf(ncu.hypot(x, y)),
+                "hypot(%s, %s) is %s, not inf" % (x, y, ncu.hypot(x, y)))
+
+
+class TestHypotSpecialValues:
+    def test_nan_outputs(self):
+        assert_hypot_isnan(np.nan, np.nan)
+        assert_hypot_isnan(np.nan, 1)
+
+    def test_nan_outputs2(self):
+        assert_hypot_isinf(np.nan, np.inf)
+        assert_hypot_isinf(np.inf, np.nan)
+        assert_hypot_isinf(np.inf, 0)
+        assert_hypot_isinf(0, np.inf)
+        assert_hypot_isinf(np.inf, np.inf)
+        assert_hypot_isinf(np.inf, 23.0)
+
+    def test_no_fpe(self):
+        assert_no_warnings(ncu.hypot, np.inf, 0)
+
+
+def assert_arctan2_isnan(x, y):
+    assert_(np.isnan(ncu.arctan2(x, y)), "arctan(%s, %s) is %s, not nan" % (x, y, ncu.arctan2(x, y)))
+
+
+def assert_arctan2_ispinf(x, y):
+    assert_((np.isinf(ncu.arctan2(x, y)) and ncu.arctan2(x, y) > 0), "arctan(%s, %s) is %s, not +inf" % (x, y, ncu.arctan2(x, y)))
+
+
+def assert_arctan2_isninf(x, y):
+    assert_((np.isinf(ncu.arctan2(x, y)) and ncu.arctan2(x, y) < 0), "arctan(%s, %s) is %s, not -inf" % (x, y, ncu.arctan2(x, y)))
+
+
+def assert_arctan2_ispzero(x, y):
+    assert_((ncu.arctan2(x, y) == 0 and not np.signbit(ncu.arctan2(x, y))), "arctan(%s, %s) is %s, not +0" % (x, y, ncu.arctan2(x, y)))
+
+
+def assert_arctan2_isnzero(x, y):
+    assert_((ncu.arctan2(x, y) == 0 and np.signbit(ncu.arctan2(x, y))), "arctan(%s, %s) is %s, not -0" % (x, y, ncu.arctan2(x, y)))
+
+
+class TestArctan2SpecialValues:
+    def test_one_one(self):
+        # atan2(1, 1) returns pi/4.
+        assert_almost_equal(ncu.arctan2(1, 1), 0.25 * np.pi)
+        assert_almost_equal(ncu.arctan2(-1, 1), -0.25 * np.pi)
+        assert_almost_equal(ncu.arctan2(1, -1), 0.75 * np.pi)
+
+    def test_zero_nzero(self):
+        # atan2(+-0, -0) returns +-pi.
+        assert_almost_equal(ncu.arctan2(np.PZERO, np.NZERO), np.pi)
+        assert_almost_equal(ncu.arctan2(np.NZERO, np.NZERO), -np.pi)
+
+    def test_zero_pzero(self):
+        # atan2(+-0, +0) returns +-0.
+        assert_arctan2_ispzero(np.PZERO, np.PZERO)
+        assert_arctan2_isnzero(np.NZERO, np.PZERO)
+
+    def test_zero_negative(self):
+        # atan2(+-0, x) returns +-pi for x < 0.
+        assert_almost_equal(ncu.arctan2(np.PZERO, -1), np.pi)
+        assert_almost_equal(ncu.arctan2(np.NZERO, -1), -np.pi)
+
+    def test_zero_positive(self):
+        # atan2(+-0, x) returns +-0 for x > 0.
+        assert_arctan2_ispzero(np.PZERO, 1)
+        assert_arctan2_isnzero(np.NZERO, 1)
+
+    def test_positive_zero(self):
+        # atan2(y, +-0) returns +pi/2 for y > 0.
+        assert_almost_equal(ncu.arctan2(1, np.PZERO), 0.5 * np.pi)
+        assert_almost_equal(ncu.arctan2(1, np.NZERO), 0.5 * np.pi)
+
+    def test_negative_zero(self):
+        # atan2(y, +-0) returns -pi/2 for y < 0.
+        assert_almost_equal(ncu.arctan2(-1, np.PZERO), -0.5 * np.pi)
+        assert_almost_equal(ncu.arctan2(-1, np.NZERO), -0.5 * np.pi)
+
+    def test_any_ninf(self):
+        # atan2(+-y, -infinity) returns +-pi for finite y > 0.
+        assert_almost_equal(ncu.arctan2(1, np.NINF),  np.pi)
+        assert_almost_equal(ncu.arctan2(-1, np.NINF), -np.pi)
+
+    def test_any_pinf(self):
+        # atan2(+-y, +infinity) returns +-0 for finite y > 0.
+        assert_arctan2_ispzero(1, np.inf)
+        assert_arctan2_isnzero(-1, np.inf)
+
+    def test_inf_any(self):
+        # atan2(+-infinity, x) returns +-pi/2 for finite x.
+        assert_almost_equal(ncu.arctan2( np.inf, 1),  0.5 * np.pi)
+        assert_almost_equal(ncu.arctan2(-np.inf, 1), -0.5 * np.pi)
+
+    def test_inf_ninf(self):
+        # atan2(+-infinity, -infinity) returns +-3*pi/4.
+        assert_almost_equal(ncu.arctan2( np.inf, -np.inf),  0.75 * np.pi)
+        assert_almost_equal(ncu.arctan2(-np.inf, -np.inf), -0.75 * np.pi)
+
+    def test_inf_pinf(self):
+        # atan2(+-infinity, +infinity) returns +-pi/4.
+        assert_almost_equal(ncu.arctan2( np.inf, np.inf),  0.25 * np.pi)
+        assert_almost_equal(ncu.arctan2(-np.inf, np.inf), -0.25 * np.pi)
+
+    def test_nan_any(self):
+        # atan2(nan, x) returns nan for any x, including inf
+        assert_arctan2_isnan(np.nan, np.inf)
+        assert_arctan2_isnan(np.inf, np.nan)
+        assert_arctan2_isnan(np.nan, np.nan)
+
+
+class TestLdexp:
+    def _check_ldexp(self, tp):
+        assert_almost_equal(ncu.ldexp(np.array(2., np.float32),
+                                      np.array(3, tp)), 16.)
+        assert_almost_equal(ncu.ldexp(np.array(2., np.float64),
+                                      np.array(3, tp)), 16.)
+        assert_almost_equal(ncu.ldexp(np.array(2., np.longdouble),
+                                      np.array(3, tp)), 16.)
+
+    def test_ldexp(self):
+        # The default Python int type should work
+        assert_almost_equal(ncu.ldexp(2., 3),  16.)
+        # The following int types should all be accepted
+        self._check_ldexp(np.int8)
+        self._check_ldexp(np.int16)
+        self._check_ldexp(np.int32)
+        self._check_ldexp('i')
+        self._check_ldexp('l')
+
+    def test_ldexp_overflow(self):
+        # silence warning emitted on overflow
+        with np.errstate(over="ignore"):
+            imax = np.iinfo(np.dtype('l')).max
+            imin = np.iinfo(np.dtype('l')).min
+            assert_equal(ncu.ldexp(2., imax), np.inf)
+            assert_equal(ncu.ldexp(2., imin), 0)
+
+
+class TestMaximum(_FilterInvalids):
+    def test_reduce(self):
+        dflt = np.typecodes['AllFloat']
+        dint = np.typecodes['AllInteger']
+        seq1 = np.arange(11)
+        seq2 = seq1[::-1]
+        func = np.maximum.reduce
+        for dt in dint:
+            tmp1 = seq1.astype(dt)
+            tmp2 = seq2.astype(dt)
+            assert_equal(func(tmp1), 10)
+            assert_equal(func(tmp2), 10)
+        for dt in dflt:
+            tmp1 = seq1.astype(dt)
+            tmp2 = seq2.astype(dt)
+            assert_equal(func(tmp1), 10)
+            assert_equal(func(tmp2), 10)
+            tmp1[::2] = np.nan
+            tmp2[::2] = np.nan
+            assert_equal(func(tmp1), np.nan)
+            assert_equal(func(tmp2), np.nan)
+
+    def test_reduce_complex(self):
+        assert_equal(np.maximum.reduce([1, 2j]), 1)
+        assert_equal(np.maximum.reduce([1+3j, 2j]), 1+3j)
+
+    def test_float_nans(self):
+        nan = np.nan
+        arg1 = np.array([0,   nan, nan])
+        arg2 = np.array([nan, 0,   nan])
+        out = np.array([nan, nan, nan])
+        assert_equal(np.maximum(arg1, arg2), out)
+
+    def test_object_nans(self):
+        # Multiple checks to give this a chance to
+        # fail if cmp is used instead of rich compare.
+        # Failure cannot be guaranteed.
+        for i in range(1):
+            x = np.array(float('nan'), object)
+            y = 1.0
+            z = np.array(float('nan'), object)
+            assert_(np.maximum(x, y) == 1.0)
+            assert_(np.maximum(z, y) == 1.0)
+
+    def test_complex_nans(self):
+        nan = np.nan
+        for cnan in [complex(nan, 0), complex(0, nan), complex(nan, nan)]:
+            arg1 = np.array([0, cnan, cnan], dtype=complex)
+            arg2 = np.array([cnan, 0, cnan], dtype=complex)
+            out = np.array([nan, nan, nan], dtype=complex)
+            assert_equal(np.maximum(arg1, arg2), out)
+
+    def test_object_array(self):
+        arg1 = np.arange(5, dtype=object)
+        arg2 = arg1 + 1
+        assert_equal(np.maximum(arg1, arg2), arg2)
+
+    def test_strided_array(self):
+        arr1 = np.array([-4.0, 1.0, 10.0,  0.0, np.nan, -np.nan, np.inf, -np.inf])
+        arr2 = np.array([-2.0,-1.0, np.nan, 1.0, 0.0,    np.nan, 1.0,    -3.0])
+        maxtrue  = np.array([-2.0, 1.0, np.nan, 1.0, np.nan, np.nan, np.inf, -3.0])
+        out = np.ones(8)
+        out_maxtrue = np.array([-2.0, 1.0, 1.0, 10.0, 1.0, 1.0, np.nan, 1.0])
+        assert_equal(np.maximum(arr1,arr2), maxtrue)
+        assert_equal(np.maximum(arr1[::2],arr2[::2]), maxtrue[::2])
+        assert_equal(np.maximum(arr1[:4:], arr2[::2]), np.array([-2.0, np.nan, 10.0, 1.0]))
+        assert_equal(np.maximum(arr1[::3], arr2[:3:]), np.array([-2.0, 0.0, np.nan]))
+        assert_equal(np.maximum(arr1[:6:2], arr2[::3], out=out[::3]), np.array([-2.0, 10., np.nan]))
+        assert_equal(out, out_maxtrue)
+
+    def test_precision(self):
+        dtypes = [np.float16, np.float32, np.float64, np.longdouble]
+
+        for dt in dtypes:
+            dtmin = np.finfo(dt).min
+            dtmax = np.finfo(dt).max
+            d1 = dt(0.1)
+            d1_next = np.nextafter(d1, np.inf)
+
+            test_cases = [
+                # v1    v2          expected
+                (dtmin, -np.inf,    dtmin),
+                (dtmax, -np.inf,    dtmax),
+                (d1,    d1_next,    d1_next),
+                (dtmax, np.nan,     np.nan),
+            ]
+
+            for v1, v2, expected in test_cases:
+                assert_equal(np.maximum([v1], [v2]), [expected])
+                assert_equal(np.maximum.reduce([v1, v2]), expected)
+
+
+class TestMinimum(_FilterInvalids):
+    def test_reduce(self):
+        dflt = np.typecodes['AllFloat']
+        dint = np.typecodes['AllInteger']
+        seq1 = np.arange(11)
+        seq2 = seq1[::-1]
+        func = np.minimum.reduce
+        for dt in dint:
+            tmp1 = seq1.astype(dt)
+            tmp2 = seq2.astype(dt)
+            assert_equal(func(tmp1), 0)
+            assert_equal(func(tmp2), 0)
+        for dt in dflt:
+            tmp1 = seq1.astype(dt)
+            tmp2 = seq2.astype(dt)
+            assert_equal(func(tmp1), 0)
+            assert_equal(func(tmp2), 0)
+            tmp1[::2] = np.nan
+            tmp2[::2] = np.nan
+            assert_equal(func(tmp1), np.nan)
+            assert_equal(func(tmp2), np.nan)
+
+    def test_reduce_complex(self):
+        assert_equal(np.minimum.reduce([1, 2j]), 2j)
+        assert_equal(np.minimum.reduce([1+3j, 2j]), 2j)
+
+    def test_float_nans(self):
+        nan = np.nan
+        arg1 = np.array([0,   nan, nan])
+        arg2 = np.array([nan, 0,   nan])
+        out = np.array([nan, nan, nan])
+        assert_equal(np.minimum(arg1, arg2), out)
+
+    def test_object_nans(self):
+        # Multiple checks to give this a chance to
+        # fail if cmp is used instead of rich compare.
+        # Failure cannot be guaranteed.
+        for i in range(1):
+            x = np.array(float('nan'), object)
+            y = 1.0
+            z = np.array(float('nan'), object)
+            assert_(np.minimum(x, y) == 1.0)
+            assert_(np.minimum(z, y) == 1.0)
+
+    def test_complex_nans(self):
+        nan = np.nan
+        for cnan in [complex(nan, 0), complex(0, nan), complex(nan, nan)]:
+            arg1 = np.array([0, cnan, cnan], dtype=complex)
+            arg2 = np.array([cnan, 0, cnan], dtype=complex)
+            out = np.array([nan, nan, nan], dtype=complex)
+            assert_equal(np.minimum(arg1, arg2), out)
+
+    def test_object_array(self):
+        arg1 = np.arange(5, dtype=object)
+        arg2 = arg1 + 1
+        assert_equal(np.minimum(arg1, arg2), arg1)
+
+    def test_strided_array(self):
+        arr1 = np.array([-4.0, 1.0, 10.0,  0.0, np.nan, -np.nan, np.inf, -np.inf])
+        arr2 = np.array([-2.0,-1.0, np.nan, 1.0, 0.0,    np.nan, 1.0,    -3.0])
+        mintrue  = np.array([-4.0, -1.0, np.nan, 0.0, np.nan, np.nan, 1.0, -np.inf])
+        out = np.ones(8)
+        out_mintrue = np.array([-4.0, 1.0, 1.0, 1.0, 1.0, 1.0, np.nan, 1.0])
+        assert_equal(np.minimum(arr1,arr2), mintrue)
+        assert_equal(np.minimum(arr1[::2],arr2[::2]), mintrue[::2])
+        assert_equal(np.minimum(arr1[:4:], arr2[::2]), np.array([-4.0, np.nan, 0.0, 0.0]))
+        assert_equal(np.minimum(arr1[::3], arr2[:3:]), np.array([-4.0, -1.0, np.nan]))
+        assert_equal(np.minimum(arr1[:6:2], arr2[::3], out=out[::3]), np.array([-4.0, 1.0, np.nan]))
+        assert_equal(out, out_mintrue)
+
+    def test_precision(self):
+        dtypes = [np.float16, np.float32, np.float64, np.longdouble]
+
+        for dt in dtypes:
+            dtmin = np.finfo(dt).min
+            dtmax = np.finfo(dt).max
+            d1 = dt(0.1)
+            d1_next = np.nextafter(d1, np.inf)
+
+            test_cases = [
+                # v1    v2          expected
+                (dtmin, np.inf,     dtmin),
+                (dtmax, np.inf,     dtmax),
+                (d1,    d1_next,    d1),
+                (dtmin, np.nan,     np.nan),
+            ]
+
+            for v1, v2, expected in test_cases:
+                assert_equal(np.minimum([v1], [v2]), [expected])
+                assert_equal(np.minimum.reduce([v1, v2]), expected)
+
+
+class TestFmax(_FilterInvalids):
+    def test_reduce(self):
+        dflt = np.typecodes['AllFloat']
+        dint = np.typecodes['AllInteger']
+        seq1 = np.arange(11)
+        seq2 = seq1[::-1]
+        func = np.fmax.reduce
+        for dt in dint:
+            tmp1 = seq1.astype(dt)
+            tmp2 = seq2.astype(dt)
+            assert_equal(func(tmp1), 10)
+            assert_equal(func(tmp2), 10)
+        for dt in dflt:
+            tmp1 = seq1.astype(dt)
+            tmp2 = seq2.astype(dt)
+            assert_equal(func(tmp1), 10)
+            assert_equal(func(tmp2), 10)
+            tmp1[::2] = np.nan
+            tmp2[::2] = np.nan
+            assert_equal(func(tmp1), 9)
+            assert_equal(func(tmp2), 9)
+
+    def test_reduce_complex(self):
+        assert_equal(np.fmax.reduce([1, 2j]), 1)
+        assert_equal(np.fmax.reduce([1+3j, 2j]), 1+3j)
+
+    def test_float_nans(self):
+        nan = np.nan
+        arg1 = np.array([0,   nan, nan])
+        arg2 = np.array([nan, 0,   nan])
+        out = np.array([0,   0,   nan])
+        assert_equal(np.fmax(arg1, arg2), out)
+
+    def test_complex_nans(self):
+        nan = np.nan
+        for cnan in [complex(nan, 0), complex(0, nan), complex(nan, nan)]:
+            arg1 = np.array([0, cnan, cnan], dtype=complex)
+            arg2 = np.array([cnan, 0, cnan], dtype=complex)
+            out = np.array([0,    0, nan], dtype=complex)
+            assert_equal(np.fmax(arg1, arg2), out)
+
+    def test_precision(self):
+        dtypes = [np.float16, np.float32, np.float64, np.longdouble]
+
+        for dt in dtypes:
+            dtmin = np.finfo(dt).min
+            dtmax = np.finfo(dt).max
+            d1 = dt(0.1)
+            d1_next = np.nextafter(d1, np.inf)
+
+            test_cases = [
+                # v1    v2          expected
+                (dtmin, -np.inf,    dtmin),
+                (dtmax, -np.inf,    dtmax),
+                (d1,    d1_next,    d1_next),
+                (dtmax, np.nan,     dtmax),
+            ]
+
+            for v1, v2, expected in test_cases:
+                assert_equal(np.fmax([v1], [v2]), [expected])
+                assert_equal(np.fmax.reduce([v1, v2]), expected)
+
+
+class TestFmin(_FilterInvalids):
+    def test_reduce(self):
+        dflt = np.typecodes['AllFloat']
+        dint = np.typecodes['AllInteger']
+        seq1 = np.arange(11)
+        seq2 = seq1[::-1]
+        func = np.fmin.reduce
+        for dt in dint:
+            tmp1 = seq1.astype(dt)
+            tmp2 = seq2.astype(dt)
+            assert_equal(func(tmp1), 0)
+            assert_equal(func(tmp2), 0)
+        for dt in dflt:
+            tmp1 = seq1.astype(dt)
+            tmp2 = seq2.astype(dt)
+            assert_equal(func(tmp1), 0)
+            assert_equal(func(tmp2), 0)
+            tmp1[::2] = np.nan
+            tmp2[::2] = np.nan
+            assert_equal(func(tmp1), 1)
+            assert_equal(func(tmp2), 1)
+
+    def test_reduce_complex(self):
+        assert_equal(np.fmin.reduce([1, 2j]), 2j)
+        assert_equal(np.fmin.reduce([1+3j, 2j]), 2j)
+
+    def test_float_nans(self):
+        nan = np.nan
+        arg1 = np.array([0,   nan, nan])
+        arg2 = np.array([nan, 0,   nan])
+        out = np.array([0,   0,   nan])
+        assert_equal(np.fmin(arg1, arg2), out)
+
+    def test_complex_nans(self):
+        nan = np.nan
+        for cnan in [complex(nan, 0), complex(0, nan), complex(nan, nan)]:
+            arg1 = np.array([0, cnan, cnan], dtype=complex)
+            arg2 = np.array([cnan, 0, cnan], dtype=complex)
+            out = np.array([0,    0, nan], dtype=complex)
+            assert_equal(np.fmin(arg1, arg2), out)
+
+    def test_precision(self):
+        dtypes = [np.float16, np.float32, np.float64, np.longdouble]
+
+        for dt in dtypes:
+            dtmin = np.finfo(dt).min
+            dtmax = np.finfo(dt).max
+            d1 = dt(0.1)
+            d1_next = np.nextafter(d1, np.inf)
+
+            test_cases = [
+                # v1    v2          expected
+                (dtmin, np.inf,     dtmin),
+                (dtmax, np.inf,     dtmax),
+                (d1,    d1_next,    d1),
+                (dtmin, np.nan,     dtmin),
+            ]
+
+            for v1, v2, expected in test_cases:
+                assert_equal(np.fmin([v1], [v2]), [expected])
+                assert_equal(np.fmin.reduce([v1, v2]), expected)
+
+
+class TestBool:
+    def test_exceptions(self):
+        a = np.ones(1, dtype=np.bool_)
+        assert_raises(TypeError, np.negative, a)
+        assert_raises(TypeError, np.positive, a)
+        assert_raises(TypeError, np.subtract, a, a)
+
+    def test_truth_table_logical(self):
+        # 2, 3 and 4 serves as true values
+        input1 = [0, 0, 3, 2]
+        input2 = [0, 4, 0, 2]
+
+        typecodes = (np.typecodes['AllFloat']
+                     + np.typecodes['AllInteger']
+                     + '?')     # boolean
+        for dtype in map(np.dtype, typecodes):
+            arg1 = np.asarray(input1, dtype=dtype)
+            arg2 = np.asarray(input2, dtype=dtype)
+
+            # OR
+            out = [False, True, True, True]
+            for func in (np.logical_or, np.maximum):
+                assert_equal(func(arg1, arg2).astype(bool), out)
+            # AND
+            out = [False, False, False, True]
+            for func in (np.logical_and, np.minimum):
+                assert_equal(func(arg1, arg2).astype(bool), out)
+            # XOR
+            out = [False, True, True, False]
+            for func in (np.logical_xor, np.not_equal):
+                assert_equal(func(arg1, arg2).astype(bool), out)
+
+    def test_truth_table_bitwise(self):
+        arg1 = [False, False, True, True]
+        arg2 = [False, True, False, True]
+
+        out = [False, True, True, True]
+        assert_equal(np.bitwise_or(arg1, arg2), out)
+
+        out = [False, False, False, True]
+        assert_equal(np.bitwise_and(arg1, arg2), out)
+
+        out = [False, True, True, False]
+        assert_equal(np.bitwise_xor(arg1, arg2), out)
+
+    def test_reduce(self):
+        none = np.array([0, 0, 0, 0], bool)
+        some = np.array([1, 0, 1, 1], bool)
+        every = np.array([1, 1, 1, 1], bool)
+        empty = np.array([], bool)
+
+        arrs = [none, some, every, empty]
+
+        for arr in arrs:
+            assert_equal(np.logical_and.reduce(arr), all(arr))
+
+        for arr in arrs:
+            assert_equal(np.logical_or.reduce(arr), any(arr))
+
+        for arr in arrs:
+            assert_equal(np.logical_xor.reduce(arr), arr.sum() % 2 == 1)
+
+
+class TestBitwiseUFuncs:
+
+    bitwise_types = [np.dtype(c) for c in '?' + 'bBhHiIlLqQ' + 'O']
+
+    def test_values(self):
+        for dt in self.bitwise_types:
+            zeros = np.array([0], dtype=dt)
+            ones = np.array([-1], dtype=dt)
+            msg = "dt = '%s'" % dt.char
+
+            assert_equal(np.bitwise_not(zeros), ones, err_msg=msg)
+            assert_equal(np.bitwise_not(ones), zeros, err_msg=msg)
+
+            assert_equal(np.bitwise_or(zeros, zeros), zeros, err_msg=msg)
+            assert_equal(np.bitwise_or(zeros, ones), ones, err_msg=msg)
+            assert_equal(np.bitwise_or(ones, zeros), ones, err_msg=msg)
+            assert_equal(np.bitwise_or(ones, ones), ones, err_msg=msg)
+
+            assert_equal(np.bitwise_xor(zeros, zeros), zeros, err_msg=msg)
+            assert_equal(np.bitwise_xor(zeros, ones), ones, err_msg=msg)
+            assert_equal(np.bitwise_xor(ones, zeros), ones, err_msg=msg)
+            assert_equal(np.bitwise_xor(ones, ones), zeros, err_msg=msg)
+
+            assert_equal(np.bitwise_and(zeros, zeros), zeros, err_msg=msg)
+            assert_equal(np.bitwise_and(zeros, ones), zeros, err_msg=msg)
+            assert_equal(np.bitwise_and(ones, zeros), zeros, err_msg=msg)
+            assert_equal(np.bitwise_and(ones, ones), ones, err_msg=msg)
+
+    def test_types(self):
+        for dt in self.bitwise_types:
+            zeros = np.array([0], dtype=dt)
+            ones = np.array([-1], dtype=dt)
+            msg = "dt = '%s'" % dt.char
+
+            assert_(np.bitwise_not(zeros).dtype == dt, msg)
+            assert_(np.bitwise_or(zeros, zeros).dtype == dt, msg)
+            assert_(np.bitwise_xor(zeros, zeros).dtype == dt, msg)
+            assert_(np.bitwise_and(zeros, zeros).dtype == dt, msg)
+
+    def test_identity(self):
+        assert_(np.bitwise_or.identity == 0, 'bitwise_or')
+        assert_(np.bitwise_xor.identity == 0, 'bitwise_xor')
+        assert_(np.bitwise_and.identity == -1, 'bitwise_and')
+
+    def test_reduction(self):
+        binary_funcs = (np.bitwise_or, np.bitwise_xor, np.bitwise_and)
+
+        for dt in self.bitwise_types:
+            zeros = np.array([0], dtype=dt)
+            ones = np.array([-1], dtype=dt)
+            for f in binary_funcs:
+                msg = "dt: '%s', f: '%s'" % (dt, f)
+                assert_equal(f.reduce(zeros), zeros, err_msg=msg)
+                assert_equal(f.reduce(ones), ones, err_msg=msg)
+
+        # Test empty reduction, no object dtype
+        for dt in self.bitwise_types[:-1]:
+            # No object array types
+            empty = np.array([], dtype=dt)
+            for f in binary_funcs:
+                msg = "dt: '%s', f: '%s'" % (dt, f)
+                tgt = np.array(f.identity, dtype=dt)
+                res = f.reduce(empty)
+                assert_equal(res, tgt, err_msg=msg)
+                assert_(res.dtype == tgt.dtype, msg)
+
+        # Empty object arrays use the identity.  Note that the types may
+        # differ, the actual type used is determined by the assign_identity
+        # function and is not the same as the type returned by the identity
+        # method.
+        for f in binary_funcs:
+            msg = "dt: '%s'" % (f,)
+            empty = np.array([], dtype=object)
+            tgt = f.identity
+            res = f.reduce(empty)
+            assert_equal(res, tgt, err_msg=msg)
+
+        # Non-empty object arrays do not use the identity
+        for f in binary_funcs:
+            msg = "dt: '%s'" % (f,)
+            btype = np.array([True], dtype=object)
+            assert_(type(f.reduce(btype)) is bool, msg)
+
+
+class TestInt:
+    def test_logical_not(self):
+        x = np.ones(10, dtype=np.int16)
+        o = np.ones(10 * 2, dtype=bool)
+        tgt = o.copy()
+        tgt[::2] = False
+        os = o[::2]
+        assert_array_equal(np.logical_not(x, out=os), False)
+        assert_array_equal(o, tgt)
+
+
+class TestFloatingPoint:
+    def test_floating_point(self):
+        assert_equal(ncu.FLOATING_POINT_SUPPORT, 1)
+
+
+class TestDegrees:
+    def test_degrees(self):
+        assert_almost_equal(ncu.degrees(np.pi), 180.0)
+        assert_almost_equal(ncu.degrees(-0.5*np.pi), -90.0)
+
+
+class TestRadians:
+    def test_radians(self):
+        assert_almost_equal(ncu.radians(180.0), np.pi)
+        assert_almost_equal(ncu.radians(-90.0), -0.5*np.pi)
+
+
+class TestHeavside:
+    def test_heaviside(self):
+        x = np.array([[-30.0, -0.1, 0.0, 0.2], [7.5, np.nan, np.inf, -np.inf]])
+        expectedhalf = np.array([[0.0, 0.0, 0.5, 1.0], [1.0, np.nan, 1.0, 0.0]])
+        expected1 = expectedhalf.copy()
+        expected1[0, 2] = 1
+
+        h = ncu.heaviside(x, 0.5)
+        assert_equal(h, expectedhalf)
+
+        h = ncu.heaviside(x, 1.0)
+        assert_equal(h, expected1)
+
+        x = x.astype(np.float32)
+
+        h = ncu.heaviside(x, np.float32(0.5))
+        assert_equal(h, expectedhalf.astype(np.float32))
+
+        h = ncu.heaviside(x, np.float32(1.0))
+        assert_equal(h, expected1.astype(np.float32))
+
+
+class TestSign:
+    def test_sign(self):
+        a = np.array([np.inf, -np.inf, np.nan, 0.0, 3.0, -3.0])
+        out = np.zeros(a.shape)
+        tgt = np.array([1., -1., np.nan, 0.0, 1.0, -1.0])
+
+        with np.errstate(invalid='ignore'):
+            res = ncu.sign(a)
+            assert_equal(res, tgt)
+            res = ncu.sign(a, out)
+            assert_equal(res, tgt)
+            assert_equal(out, tgt)
+
+    def test_sign_dtype_object(self):
+        # In reference to github issue #6229
+
+        foo = np.array([-.1, 0, .1])
+        a = np.sign(foo.astype(object))
+        b = np.sign(foo)
+
+        assert_array_equal(a, b)
+
+    def test_sign_dtype_nan_object(self):
+        # In reference to github issue #6229
+        def test_nan():
+            foo = np.array([np.nan])
+            # FIXME: a not used
+            a = np.sign(foo.astype(object))
+
+        assert_raises(TypeError, test_nan)
+
+class TestMinMax:
+    def test_minmax_blocked(self):
+        # simd tests on max/min, test all alignments, slow but important
+        # for 2 * vz + 2 * (vs - 1) + 1 (unrolled once)
+        for dt, sz in [(np.float32, 15), (np.float64, 7)]:
+            for out, inp, msg in _gen_alignment_data(dtype=dt, type='unary',
+                                                     max_size=sz):
+                for i in range(inp.size):
+                    inp[:] = np.arange(inp.size, dtype=dt)
+                    inp[i] = np.nan
+                    emsg = lambda: '%r\n%s' % (inp, msg)
+                    with suppress_warnings() as sup:
+                        sup.filter(RuntimeWarning,
+                                   "invalid value encountered in reduce")
+                        assert_(np.isnan(inp.max()), msg=emsg)
+                        assert_(np.isnan(inp.min()), msg=emsg)
+
+                    inp[i] = 1e10
+                    assert_equal(inp.max(), 1e10, err_msg=msg)
+                    inp[i] = -1e10
+                    assert_equal(inp.min(), -1e10, err_msg=msg)
+
+    def test_lower_align(self):
+        # check data that is not aligned to element size
+        # i.e doubles are aligned to 4 bytes on i386
+        d = np.zeros(23 * 8, dtype=np.int8)[4:-4].view(np.float64)
+        assert_equal(d.max(), d[0])
+        assert_equal(d.min(), d[0])
+
+    def test_reduce_reorder(self):
+        # gh 10370, 11029 Some compilers reorder the call to npy_getfloatstatus
+        # and put it before the call to an intrisic function that causes
+        # invalid status to be set. Also make sure warnings are not emitted
+        for n in (2, 4, 8, 16, 32):
+            for dt in (np.float32, np.float16, np.complex64):
+                for r in np.diagflat(np.array([np.nan] * n, dtype=dt)):
+                    assert_equal(np.min(r), np.nan)
+
+    def test_minimize_no_warns(self):
+        a = np.minimum(np.nan, 1)
+        assert_equal(a, np.nan)
+
+
+class TestAbsoluteNegative:
+    def test_abs_neg_blocked(self):
+        # simd tests on abs, test all alignments for vz + 2 * (vs - 1) + 1
+        for dt, sz in [(np.float32, 11), (np.float64, 5)]:
+            for out, inp, msg in _gen_alignment_data(dtype=dt, type='unary',
+                                                     max_size=sz):
+                tgt = [ncu.absolute(i) for i in inp]
+                np.absolute(inp, out=out)
+                assert_equal(out, tgt, err_msg=msg)
+                assert_((out >= 0).all())
+
+                tgt = [-1*(i) for i in inp]
+                np.negative(inp, out=out)
+                assert_equal(out, tgt, err_msg=msg)
+
+                for v in [np.nan, -np.inf, np.inf]:
+                    for i in range(inp.size):
+                        d = np.arange(inp.size, dtype=dt)
+                        inp[:] = -d
+                        inp[i] = v
+                        d[i] = -v if v == -np.inf else v
+                        assert_array_equal(np.abs(inp), d, err_msg=msg)
+                        np.abs(inp, out=out)
+                        assert_array_equal(out, d, err_msg=msg)
+
+                        assert_array_equal(-inp, -1*inp, err_msg=msg)
+                        d = -1 * inp
+                        np.negative(inp, out=out)
+                        assert_array_equal(out, d, err_msg=msg)
+
+    def test_lower_align(self):
+        # check data that is not aligned to element size
+        # i.e doubles are aligned to 4 bytes on i386
+        d = np.zeros(23 * 8, dtype=np.int8)[4:-4].view(np.float64)
+        assert_equal(np.abs(d), d)
+        assert_equal(np.negative(d), -d)
+        np.negative(d, out=d)
+        np.negative(np.ones_like(d), out=d)
+        np.abs(d, out=d)
+        np.abs(np.ones_like(d), out=d)
+
+
+class TestPositive:
+    def test_valid(self):
+        valid_dtypes = [int, float, complex, object]
+        for dtype in valid_dtypes:
+            x = np.arange(5, dtype=dtype)
+            result = np.positive(x)
+            assert_equal(x, result, err_msg=str(dtype))
+
+    def test_invalid(self):
+        with assert_raises(TypeError):
+            np.positive(True)
+        with assert_raises(TypeError):
+            np.positive(np.datetime64('2000-01-01'))
+        with assert_raises(TypeError):
+            np.positive(np.array(['foo'], dtype=str))
+        with assert_raises(TypeError):
+            np.positive(np.array(['bar'], dtype=object))
+
+
+class TestSpecialMethods:
+    def test_wrap(self):
+
+        class with_wrap:
+            def __array__(self):
+                return np.zeros(1)
+
+            def __array_wrap__(self, arr, context):
+                r = with_wrap()
+                r.arr = arr
+                r.context = context
+                return r
+
+        a = with_wrap()
+        x = ncu.minimum(a, a)
+        assert_equal(x.arr, np.zeros(1))
+        func, args, i = x.context
+        assert_(func is ncu.minimum)
+        assert_equal(len(args), 2)
+        assert_equal(args[0], a)
+        assert_equal(args[1], a)
+        assert_equal(i, 0)
+
+    def test_wrap_and_prepare_out(self):
+        # Calling convention for out should not affect how special methods are
+        # called
+
+        class StoreArrayPrepareWrap(np.ndarray):
+            _wrap_args = None
+            _prepare_args = None
+            def __new__(cls):
+                return np.zeros(()).view(cls)
+            def __array_wrap__(self, obj, context):
+                self._wrap_args = context[1]
+                return obj
+            def __array_prepare__(self, obj, context):
+                self._prepare_args = context[1]
+                return obj
+            @property
+            def args(self):
+                # We need to ensure these are fetched at the same time, before
+                # any other ufuncs are called by the assertions
+                return (self._prepare_args, self._wrap_args)
+            def __repr__(self):
+                return "a"  # for short test output
+
+        def do_test(f_call, f_expected):
+            a = StoreArrayPrepareWrap()
+            f_call(a)
+            p, w = a.args
+            expected = f_expected(a)
+            try:
+                assert_equal(p, expected)
+                assert_equal(w, expected)
+            except AssertionError as e:
+                # assert_equal produces truly useless error messages
+                raise AssertionError("\n".join([
+                    "Bad arguments passed in ufunc call",
+                    " expected:              {}".format(expected),
+                    " __array_prepare__ got: {}".format(p),
+                    " __array_wrap__ got:    {}".format(w)
+                ]))
+
+        # method not on the out argument
+        do_test(lambda a: np.add(a, 0),              lambda a: (a, 0))
+        do_test(lambda a: np.add(a, 0, None),        lambda a: (a, 0))
+        do_test(lambda a: np.add(a, 0, out=None),    lambda a: (a, 0))
+        do_test(lambda a: np.add(a, 0, out=(None,)), lambda a: (a, 0))
+
+        # method on the out argument
+        do_test(lambda a: np.add(0, 0, a),           lambda a: (0, 0, a))
+        do_test(lambda a: np.add(0, 0, out=a),       lambda a: (0, 0, a))
+        do_test(lambda a: np.add(0, 0, out=(a,)),    lambda a: (0, 0, a))
+
+        # Also check the where mask handling:
+        do_test(lambda a: np.add(a, 0, where=False), lambda a: (a, 0))
+        do_test(lambda a: np.add(0, 0, a, where=False), lambda a: (0, 0, a))
+
+    def test_wrap_with_iterable(self):
+        # test fix for bug #1026:
+
+        class with_wrap(np.ndarray):
+            __array_priority__ = 10
+
+            def __new__(cls):
+                return np.asarray(1).view(cls).copy()
+
+            def __array_wrap__(self, arr, context):
+                return arr.view(type(self))
+
+        a = with_wrap()
+        x = ncu.multiply(a, (1, 2, 3))
+        assert_(isinstance(x, with_wrap))
+        assert_array_equal(x, np.array((1, 2, 3)))
+
+    def test_priority_with_scalar(self):
+        # test fix for bug #826:
+
+        class A(np.ndarray):
+            __array_priority__ = 10
+
+            def __new__(cls):
+                return np.asarray(1.0, 'float64').view(cls).copy()
+
+        a = A()
+        x = np.float64(1)*a
+        assert_(isinstance(x, A))
+        assert_array_equal(x, np.array(1))
+
+    def test_old_wrap(self):
+
+        class with_wrap:
+            def __array__(self):
+                return np.zeros(1)
+
+            def __array_wrap__(self, arr):
+                r = with_wrap()
+                r.arr = arr
+                return r
+
+        a = with_wrap()
+        x = ncu.minimum(a, a)
+        assert_equal(x.arr, np.zeros(1))
+
+    def test_priority(self):
+
+        class A:
+            def __array__(self):
+                return np.zeros(1)
+
+            def __array_wrap__(self, arr, context):
+                r = type(self)()
+                r.arr = arr
+                r.context = context
+                return r
+
+        class B(A):
+            __array_priority__ = 20.
+
+        class C(A):
+            __array_priority__ = 40.
+
+        x = np.zeros(1)
+        a = A()
+        b = B()
+        c = C()
+        f = ncu.minimum
+        assert_(type(f(x, x)) is np.ndarray)
+        assert_(type(f(x, a)) is A)
+        assert_(type(f(x, b)) is B)
+        assert_(type(f(x, c)) is C)
+        assert_(type(f(a, x)) is A)
+        assert_(type(f(b, x)) is B)
+        assert_(type(f(c, x)) is C)
+
+        assert_(type(f(a, a)) is A)
+        assert_(type(f(a, b)) is B)
+        assert_(type(f(b, a)) is B)
+        assert_(type(f(b, b)) is B)
+        assert_(type(f(b, c)) is C)
+        assert_(type(f(c, b)) is C)
+        assert_(type(f(c, c)) is C)
+
+        assert_(type(ncu.exp(a) is A))
+        assert_(type(ncu.exp(b) is B))
+        assert_(type(ncu.exp(c) is C))
+
+    def test_failing_wrap(self):
+
+        class A:
+            def __array__(self):
+                return np.zeros(2)
+
+            def __array_wrap__(self, arr, context):
+                raise RuntimeError
+
+        a = A()
+        assert_raises(RuntimeError, ncu.maximum, a, a)
+        assert_raises(RuntimeError, ncu.maximum.reduce, a)
+
+    def test_failing_out_wrap(self):
+
+        singleton = np.array([1.0])
+
+        class Ok(np.ndarray):
+            def __array_wrap__(self, obj):
+                return singleton
+
+        class Bad(np.ndarray):
+            def __array_wrap__(self, obj):
+                raise RuntimeError
+
+        ok = np.empty(1).view(Ok)
+        bad = np.empty(1).view(Bad)
+        # double-free (segfault) of "ok" if "bad" raises an exception
+        for i in range(10):
+            assert_raises(RuntimeError, ncu.frexp, 1, ok, bad)
+
+    def test_none_wrap(self):
+        # Tests that issue #8507 is resolved. Previously, this would segfault
+
+        class A:
+            def __array__(self):
+                return np.zeros(1)
+
+            def __array_wrap__(self, arr, context=None):
+                return None
+
+        a = A()
+        assert_equal(ncu.maximum(a, a), None)
+
+    def test_default_prepare(self):
+
+        class with_wrap:
+            __array_priority__ = 10
+
+            def __array__(self):
+                return np.zeros(1)
+
+            def __array_wrap__(self, arr, context):
+                return arr
+
+        a = with_wrap()
+        x = ncu.minimum(a, a)
+        assert_equal(x, np.zeros(1))
+        assert_equal(type(x), np.ndarray)
+
+    @pytest.mark.parametrize("use_where", [True, False])
+    def test_prepare(self, use_where):
+
+        class with_prepare(np.ndarray):
+            __array_priority__ = 10
+
+            def __array_prepare__(self, arr, context):
+                # make sure we can return a new
+                return np.array(arr).view(type=with_prepare)
+
+        a = np.array(1).view(type=with_prepare)
+        if use_where:
+            x = np.add(a, a, where=np.array(True))
+        else:
+            x = np.add(a, a)
+        assert_equal(x, np.array(2))
+        assert_equal(type(x), with_prepare)
+
+    @pytest.mark.parametrize("use_where", [True, False])
+    def test_prepare_out(self, use_where):
+
+        class with_prepare(np.ndarray):
+            __array_priority__ = 10
+
+            def __array_prepare__(self, arr, context):
+                return np.array(arr).view(type=with_prepare)
+
+        a = np.array([1]).view(type=with_prepare)
+        if use_where:
+            x = np.add(a, a, a, where=[True])
+        else:
+            x = np.add(a, a, a)
+        # Returned array is new, because of the strange
+        # __array_prepare__ above
+        assert_(not np.shares_memory(x, a))
+        assert_equal(x, np.array([2]))
+        assert_equal(type(x), with_prepare)
+
+    def test_failing_prepare(self):
+
+        class A:
+            def __array__(self):
+                return np.zeros(1)
+
+            def __array_prepare__(self, arr, context=None):
+                raise RuntimeError
+
+        a = A()
+        assert_raises(RuntimeError, ncu.maximum, a, a)
+        assert_raises(RuntimeError, ncu.maximum, a, a, where=False)
+
+    def test_array_too_many_args(self):
+
+        class A:
+            def __array__(self, dtype, context):
+                return np.zeros(1)
+
+        a = A()
+        assert_raises_regex(TypeError, '2 required positional', np.sum, a)
+
+    def test_ufunc_override(self):
+        # check override works even with instance with high priority.
+        class A:
+            def __array_ufunc__(self, func, method, *inputs, **kwargs):
+                return self, func, method, inputs, kwargs
+
+        class MyNDArray(np.ndarray):
+            __array_priority__ = 100
+
+        a = A()
+        b = np.array([1]).view(MyNDArray)
+        res0 = np.multiply(a, b)
+        res1 = np.multiply(b, b, out=a)
+
+        # self
+        assert_equal(res0[0], a)
+        assert_equal(res1[0], a)
+        assert_equal(res0[1], np.multiply)
+        assert_equal(res1[1], np.multiply)
+        assert_equal(res0[2], '__call__')
+        assert_equal(res1[2], '__call__')
+        assert_equal(res0[3], (a, b))
+        assert_equal(res1[3], (b, b))
+        assert_equal(res0[4], {})
+        assert_equal(res1[4], {'out': (a,)})
+
+    def test_ufunc_override_mro(self):
+
+        # Some multi arg functions for testing.
+        def tres_mul(a, b, c):
+            return a * b * c
+
+        def quatro_mul(a, b, c, d):
+            return a * b * c * d
+
+        # Make these into ufuncs.
+        three_mul_ufunc = np.frompyfunc(tres_mul, 3, 1)
+        four_mul_ufunc = np.frompyfunc(quatro_mul, 4, 1)
+
+        class A:
+            def __array_ufunc__(self, func, method, *inputs, **kwargs):
+                return "A"
+
+        class ASub(A):
+            def __array_ufunc__(self, func, method, *inputs, **kwargs):
+                return "ASub"
+
+        class B:
+            def __array_ufunc__(self, func, method, *inputs, **kwargs):
+                return "B"
+
+        class C:
+            def __init__(self):
+                self.count = 0
+
+            def __array_ufunc__(self, func, method, *inputs, **kwargs):
+                self.count += 1
+                return NotImplemented
+
+        class CSub(C):
+            def __array_ufunc__(self, func, method, *inputs, **kwargs):
+                self.count += 1
+                return NotImplemented
+
+        a = A()
+        a_sub = ASub()
+        b = B()
+        c = C()
+
+        # Standard
+        res = np.multiply(a, a_sub)
+        assert_equal(res, "ASub")
+        res = np.multiply(a_sub, b)
+        assert_equal(res, "ASub")
+
+        # With 1 NotImplemented
+        res = np.multiply(c, a)
+        assert_equal(res, "A")
+        assert_equal(c.count, 1)
+        # Check our counter works, so we can trust tests below.
+        res = np.multiply(c, a)
+        assert_equal(c.count, 2)
+
+        # Both NotImplemented.
+        c = C()
+        c_sub = CSub()
+        assert_raises(TypeError, np.multiply, c, c_sub)
+        assert_equal(c.count, 1)
+        assert_equal(c_sub.count, 1)
+        c.count = c_sub.count = 0
+        assert_raises(TypeError, np.multiply, c_sub, c)
+        assert_equal(c.count, 1)
+        assert_equal(c_sub.count, 1)
+        c.count = 0
+        assert_raises(TypeError, np.multiply, c, c)
+        assert_equal(c.count, 1)
+        c.count = 0
+        assert_raises(TypeError, np.multiply, 2, c)
+        assert_equal(c.count, 1)
+
+        # Ternary testing.
+        assert_equal(three_mul_ufunc(a, 1, 2), "A")
+        assert_equal(three_mul_ufunc(1, a, 2), "A")
+        assert_equal(three_mul_ufunc(1, 2, a), "A")
+
+        assert_equal(three_mul_ufunc(a, a, 6), "A")
+        assert_equal(three_mul_ufunc(a, 2, a), "A")
+        assert_equal(three_mul_ufunc(a, 2, b), "A")
+        assert_equal(three_mul_ufunc(a, 2, a_sub), "ASub")
+        assert_equal(three_mul_ufunc(a, a_sub, 3), "ASub")
+        c.count = 0
+        assert_equal(three_mul_ufunc(c, a_sub, 3), "ASub")
+        assert_equal(c.count, 1)
+        c.count = 0
+        assert_equal(three_mul_ufunc(1, a_sub, c), "ASub")
+        assert_equal(c.count, 0)
+
+        c.count = 0
+        assert_equal(three_mul_ufunc(a, b, c), "A")
+        assert_equal(c.count, 0)
+        c_sub.count = 0
+        assert_equal(three_mul_ufunc(a, b, c_sub), "A")
+        assert_equal(c_sub.count, 0)
+        assert_equal(three_mul_ufunc(1, 2, b), "B")
+
+        assert_raises(TypeError, three_mul_ufunc, 1, 2, c)
+        assert_raises(TypeError, three_mul_ufunc, c_sub, 2, c)
+        assert_raises(TypeError, three_mul_ufunc, c_sub, 2, 3)
+
+        # Quaternary testing.
+        assert_equal(four_mul_ufunc(a, 1, 2, 3), "A")
+        assert_equal(four_mul_ufunc(1, a, 2, 3), "A")
+        assert_equal(four_mul_ufunc(1, 1, a, 3), "A")
+        assert_equal(four_mul_ufunc(1, 1, 2, a), "A")
+
+        assert_equal(four_mul_ufunc(a, b, 2, 3), "A")
+        assert_equal(four_mul_ufunc(1, a, 2, b), "A")
+        assert_equal(four_mul_ufunc(b, 1, a, 3), "B")
+        assert_equal(four_mul_ufunc(a_sub, 1, 2, a), "ASub")
+        assert_equal(four_mul_ufunc(a, 1, 2, a_sub), "ASub")
+
+        c = C()
+        c_sub = CSub()
+        assert_raises(TypeError, four_mul_ufunc, 1, 2, 3, c)
+        assert_equal(c.count, 1)
+        c.count = 0
+        assert_raises(TypeError, four_mul_ufunc, 1, 2, c_sub, c)
+        assert_equal(c_sub.count, 1)
+        assert_equal(c.count, 1)
+        c2 = C()
+        c.count = c_sub.count = 0
+        assert_raises(TypeError, four_mul_ufunc, 1, c, c_sub, c2)
+        assert_equal(c_sub.count, 1)
+        assert_equal(c.count, 1)
+        assert_equal(c2.count, 0)
+        c.count = c2.count = c_sub.count = 0
+        assert_raises(TypeError, four_mul_ufunc, c2, c, c_sub, c)
+        assert_equal(c_sub.count, 1)
+        assert_equal(c.count, 0)
+        assert_equal(c2.count, 1)
+
+    def test_ufunc_override_methods(self):
+
+        class A:
+            def __array_ufunc__(self, ufunc, method, *inputs, **kwargs):
+                return self, ufunc, method, inputs, kwargs
+
+        # __call__
+        a = A()
+        with assert_raises(TypeError):
+            np.multiply.__call__(1, a, foo='bar', answer=42)
+        res = np.multiply.__call__(1, a, subok='bar', where=42)
+        assert_equal(res[0], a)
+        assert_equal(res[1], np.multiply)
+        assert_equal(res[2], '__call__')
+        assert_equal(res[3], (1, a))
+        assert_equal(res[4], {'subok': 'bar', 'where': 42})
+
+        # __call__, wrong args
+        assert_raises(TypeError, np.multiply, a)
+        assert_raises(TypeError, np.multiply, a, a, a, a)
+        assert_raises(TypeError, np.multiply, a, a, sig='a', signature='a')
+        assert_raises(TypeError, ncu_tests.inner1d, a, a, axis=0, axes=[0, 0])
+
+        # reduce, positional args
+        res = np.multiply.reduce(a, 'axis0', 'dtype0', 'out0', 'keep0')
+        assert_equal(res[0], a)
+        assert_equal(res[1], np.multiply)
+        assert_equal(res[2], 'reduce')
+        assert_equal(res[3], (a,))
+        assert_equal(res[4], {'dtype':'dtype0',
+                              'out': ('out0',),
+                              'keepdims': 'keep0',
+                              'axis': 'axis0'})
+
+        # reduce, kwargs
+        res = np.multiply.reduce(a, axis='axis0', dtype='dtype0', out='out0',
+                                 keepdims='keep0', initial='init0',
+                                 where='where0')
+        assert_equal(res[0], a)
+        assert_equal(res[1], np.multiply)
+        assert_equal(res[2], 'reduce')
+        assert_equal(res[3], (a,))
+        assert_equal(res[4], {'dtype':'dtype0',
+                              'out': ('out0',),
+                              'keepdims': 'keep0',
+                              'axis': 'axis0',
+                              'initial': 'init0',
+                              'where': 'where0'})
+
+        # reduce, output equal to None removed, but not other explicit ones,
+        # even if they are at their default value.
+        res = np.multiply.reduce(a, 0, None, None, False)
+        assert_equal(res[4], {'axis': 0, 'dtype': None, 'keepdims': False})
+        res = np.multiply.reduce(a, out=None, axis=0, keepdims=True)
+        assert_equal(res[4], {'axis': 0, 'keepdims': True})
+        res = np.multiply.reduce(a, None, out=(None,), dtype=None)
+        assert_equal(res[4], {'axis': None, 'dtype': None})
+        res = np.multiply.reduce(a, 0, None, None, False, 2, True)
+        assert_equal(res[4], {'axis': 0, 'dtype': None, 'keepdims': False,
+                              'initial': 2, 'where': True})
+        # np._NoValue ignored for initial
+        res = np.multiply.reduce(a, 0, None, None, False,
+                                 np._NoValue, True)
+        assert_equal(res[4], {'axis': 0, 'dtype': None, 'keepdims': False,
+                              'where': True})
+        # None kept for initial, True for where.
+        res = np.multiply.reduce(a, 0, None, None, False, None, True)
+        assert_equal(res[4], {'axis': 0, 'dtype': None, 'keepdims': False,
+                              'initial': None, 'where': True})
+
+        # reduce, wrong args
+        assert_raises(ValueError, np.multiply.reduce, a, out=())
+        assert_raises(ValueError, np.multiply.reduce, a, out=('out0', 'out1'))
+        assert_raises(TypeError, np.multiply.reduce, a, 'axis0', axis='axis0')
+
+        # accumulate, pos args
+        res = np.multiply.accumulate(a, 'axis0', 'dtype0', 'out0')
+        assert_equal(res[0], a)
+        assert_equal(res[1], np.multiply)
+        assert_equal(res[2], 'accumulate')
+        assert_equal(res[3], (a,))
+        assert_equal(res[4], {'dtype':'dtype0',
+                              'out': ('out0',),
+                              'axis': 'axis0'})
+
+        # accumulate, kwargs
+        res = np.multiply.accumulate(a, axis='axis0', dtype='dtype0',
+                                     out='out0')
+        assert_equal(res[0], a)
+        assert_equal(res[1], np.multiply)
+        assert_equal(res[2], 'accumulate')
+        assert_equal(res[3], (a,))
+        assert_equal(res[4], {'dtype':'dtype0',
+                              'out': ('out0',),
+                              'axis': 'axis0'})
+
+        # accumulate, output equal to None removed.
+        res = np.multiply.accumulate(a, 0, None, None)
+        assert_equal(res[4], {'axis': 0, 'dtype': None})
+        res = np.multiply.accumulate(a, out=None, axis=0, dtype='dtype1')
+        assert_equal(res[4], {'axis': 0, 'dtype': 'dtype1'})
+        res = np.multiply.accumulate(a, None, out=(None,), dtype=None)
+        assert_equal(res[4], {'axis': None, 'dtype': None})
+
+        # accumulate, wrong args
+        assert_raises(ValueError, np.multiply.accumulate, a, out=())
+        assert_raises(ValueError, np.multiply.accumulate, a,
+                      out=('out0', 'out1'))
+        assert_raises(TypeError, np.multiply.accumulate, a,
+                      'axis0', axis='axis0')
+
+        # reduceat, pos args
+        res = np.multiply.reduceat(a, [4, 2], 'axis0', 'dtype0', 'out0')
+        assert_equal(res[0], a)
+        assert_equal(res[1], np.multiply)
+        assert_equal(res[2], 'reduceat')
+        assert_equal(res[3], (a, [4, 2]))
+        assert_equal(res[4], {'dtype':'dtype0',
+                              'out': ('out0',),
+                              'axis': 'axis0'})
+
+        # reduceat, kwargs
+        res = np.multiply.reduceat(a, [4, 2], axis='axis0', dtype='dtype0',
+                                   out='out0')
+        assert_equal(res[0], a)
+        assert_equal(res[1], np.multiply)
+        assert_equal(res[2], 'reduceat')
+        assert_equal(res[3], (a, [4, 2]))
+        assert_equal(res[4], {'dtype':'dtype0',
+                              'out': ('out0',),
+                              'axis': 'axis0'})
+
+        # reduceat, output equal to None removed.
+        res = np.multiply.reduceat(a, [4, 2], 0, None, None)
+        assert_equal(res[4], {'axis': 0, 'dtype': None})
+        res = np.multiply.reduceat(a, [4, 2], axis=None, out=None, dtype='dt')
+        assert_equal(res[4], {'axis': None, 'dtype': 'dt'})
+        res = np.multiply.reduceat(a, [4, 2], None, None, out=(None,))
+        assert_equal(res[4], {'axis': None, 'dtype': None})
+
+        # reduceat, wrong args
+        assert_raises(ValueError, np.multiply.reduce, a, [4, 2], out=())
+        assert_raises(ValueError, np.multiply.reduce, a, [4, 2],
+                      out=('out0', 'out1'))
+        assert_raises(TypeError, np.multiply.reduce, a, [4, 2],
+                      'axis0', axis='axis0')
+
+        # outer
+        res = np.multiply.outer(a, 42)
+        assert_equal(res[0], a)
+        assert_equal(res[1], np.multiply)
+        assert_equal(res[2], 'outer')
+        assert_equal(res[3], (a, 42))
+        assert_equal(res[4], {})
+
+        # outer, wrong args
+        assert_raises(TypeError, np.multiply.outer, a)
+        assert_raises(TypeError, np.multiply.outer, a, a, a, a)
+        assert_raises(TypeError, np.multiply.outer, a, a, sig='a', signature='a')
+
+        # at
+        res = np.multiply.at(a, [4, 2], 'b0')
+        assert_equal(res[0], a)
+        assert_equal(res[1], np.multiply)
+        assert_equal(res[2], 'at')
+        assert_equal(res[3], (a, [4, 2], 'b0'))
+
+        # at, wrong args
+        assert_raises(TypeError, np.multiply.at, a)
+        assert_raises(TypeError, np.multiply.at, a, a, a, a)
+
+    def test_ufunc_override_out(self):
+
+        class A:
+            def __array_ufunc__(self, ufunc, method, *inputs, **kwargs):
+                return kwargs
+
+        class B:
+            def __array_ufunc__(self, ufunc, method, *inputs, **kwargs):
+                return kwargs
+
+        a = A()
+        b = B()
+        res0 = np.multiply(a, b, 'out_arg')
+        res1 = np.multiply(a, b, out='out_arg')
+        res2 = np.multiply(2, b, 'out_arg')
+        res3 = np.multiply(3, b, out='out_arg')
+        res4 = np.multiply(a, 4, 'out_arg')
+        res5 = np.multiply(a, 5, out='out_arg')
+
+        assert_equal(res0['out'][0], 'out_arg')
+        assert_equal(res1['out'][0], 'out_arg')
+        assert_equal(res2['out'][0], 'out_arg')
+        assert_equal(res3['out'][0], 'out_arg')
+        assert_equal(res4['out'][0], 'out_arg')
+        assert_equal(res5['out'][0], 'out_arg')
+
+        # ufuncs with multiple output modf and frexp.
+        res6 = np.modf(a, 'out0', 'out1')
+        res7 = np.frexp(a, 'out0', 'out1')
+        assert_equal(res6['out'][0], 'out0')
+        assert_equal(res6['out'][1], 'out1')
+        assert_equal(res7['out'][0], 'out0')
+        assert_equal(res7['out'][1], 'out1')
+
+        # While we're at it, check that default output is never passed on.
+        assert_(np.sin(a, None) == {})
+        assert_(np.sin(a, out=None) == {})
+        assert_(np.sin(a, out=(None,)) == {})
+        assert_(np.modf(a, None) == {})
+        assert_(np.modf(a, None, None) == {})
+        assert_(np.modf(a, out=(None, None)) == {})
+        with assert_raises(TypeError):
+            # Out argument must be tuple, since there are multiple outputs.
+            np.modf(a, out=None)
+
+        # don't give positional and output argument, or too many arguments.
+        # wrong number of arguments in the tuple is an error too.
+        assert_raises(TypeError, np.multiply, a, b, 'one', out='two')
+        assert_raises(TypeError, np.multiply, a, b, 'one', 'two')
+        assert_raises(ValueError, np.multiply, a, b, out=('one', 'two'))
+        assert_raises(TypeError, np.multiply, a, out=())
+        assert_raises(TypeError, np.modf, a, 'one', out=('two', 'three'))
+        assert_raises(TypeError, np.modf, a, 'one', 'two', 'three')
+        assert_raises(ValueError, np.modf, a, out=('one', 'two', 'three'))
+        assert_raises(ValueError, np.modf, a, out=('one',))
+
+    def test_ufunc_override_exception(self):
+
+        class A:
+            def __array_ufunc__(self, *a, **kwargs):
+                raise ValueError("oops")
+
+        a = A()
+        assert_raises(ValueError, np.negative, 1, out=a)
+        assert_raises(ValueError, np.negative, a)
+        assert_raises(ValueError, np.divide, 1., a)
+
+    def test_ufunc_override_not_implemented(self):
+
+        class A:
+            def __array_ufunc__(self, *args, **kwargs):
+                return NotImplemented
+
+        msg = ("operand type(s) all returned NotImplemented from "
+               "__array_ufunc__(<ufunc 'negative'>, '__call__', <*>): 'A'")
+        with assert_raises_regex(TypeError, fnmatch.translate(msg)):
+            np.negative(A())
+
+        msg = ("operand type(s) all returned NotImplemented from "
+               "__array_ufunc__(<ufunc 'add'>, '__call__', <*>, <object *>, "
+               "out=(1,)): 'A', 'object', 'int'")
+        with assert_raises_regex(TypeError, fnmatch.translate(msg)):
+            np.add(A(), object(), out=1)
+
+    def test_ufunc_override_disabled(self):
+
+        class OptOut:
+            __array_ufunc__ = None
+
+        opt_out = OptOut()
+
+        # ufuncs always raise
+        msg = "operand 'OptOut' does not support ufuncs"
+        with assert_raises_regex(TypeError, msg):
+            np.add(opt_out, 1)
+        with assert_raises_regex(TypeError, msg):
+            np.add(1, opt_out)
+        with assert_raises_regex(TypeError, msg):
+            np.negative(opt_out)
+
+        # opt-outs still hold even when other arguments have pathological
+        # __array_ufunc__ implementations
+
+        class GreedyArray:
+            def __array_ufunc__(self, *args, **kwargs):
+                return self
+
+        greedy = GreedyArray()
+        assert_(np.negative(greedy) is greedy)
+        with assert_raises_regex(TypeError, msg):
+            np.add(greedy, opt_out)
+        with assert_raises_regex(TypeError, msg):
+            np.add(greedy, 1, out=opt_out)
+
+    def test_gufunc_override(self):
+        # gufunc are just ufunc instances, but follow a different path,
+        # so check __array_ufunc__ overrides them properly.
+        class A:
+            def __array_ufunc__(self, ufunc, method, *inputs, **kwargs):
+                return self, ufunc, method, inputs, kwargs
+
+        inner1d = ncu_tests.inner1d
+        a = A()
+        res = inner1d(a, a)
+        assert_equal(res[0], a)
+        assert_equal(res[1], inner1d)
+        assert_equal(res[2], '__call__')
+        assert_equal(res[3], (a, a))
+        assert_equal(res[4], {})
+
+        res = inner1d(1, 1, out=a)
+        assert_equal(res[0], a)
+        assert_equal(res[1], inner1d)
+        assert_equal(res[2], '__call__')
+        assert_equal(res[3], (1, 1))
+        assert_equal(res[4], {'out': (a,)})
+
+        # wrong number of arguments in the tuple is an error too.
+        assert_raises(TypeError, inner1d, a, out='two')
+        assert_raises(TypeError, inner1d, a, a, 'one', out='two')
+        assert_raises(TypeError, inner1d, a, a, 'one', 'two')
+        assert_raises(ValueError, inner1d, a, a, out=('one', 'two'))
+        assert_raises(ValueError, inner1d, a, a, out=())
+
+    def test_ufunc_override_with_super(self):
+        # NOTE: this class is used in doc/source/user/basics.subclassing.rst
+        # if you make any changes here, do update it there too.
+        class A(np.ndarray):
+            def __array_ufunc__(self, ufunc, method, *inputs, out=None, **kwargs):
+                args = []
+                in_no = []
+                for i, input_ in enumerate(inputs):
+                    if isinstance(input_, A):
+                        in_no.append(i)
+                        args.append(input_.view(np.ndarray))
+                    else:
+                        args.append(input_)
+
+                outputs = out
+                out_no = []
+                if outputs:
+                    out_args = []
+                    for j, output in enumerate(outputs):
+                        if isinstance(output, A):
+                            out_no.append(j)
+                            out_args.append(output.view(np.ndarray))
+                        else:
+                            out_args.append(output)
+                    kwargs['out'] = tuple(out_args)
+                else:
+                    outputs = (None,) * ufunc.nout
+
+                info = {}
+                if in_no:
+                    info['inputs'] = in_no
+                if out_no:
+                    info['outputs'] = out_no
+
+                results = super().__array_ufunc__(ufunc, method,
+                                                  *args, **kwargs)
+                if results is NotImplemented:
+                    return NotImplemented
+
+                if method == 'at':
+                    if isinstance(inputs[0], A):
+                        inputs[0].info = info
+                    return
+
+                if ufunc.nout == 1:
+                    results = (results,)
+
+                results = tuple((np.asarray(result).view(A)
+                                 if output is None else output)
+                                for result, output in zip(results, outputs))
+                if results and isinstance(results[0], A):
+                    results[0].info = info
+
+                return results[0] if len(results) == 1 else results
+
+        class B:
+            def __array_ufunc__(self, ufunc, method, *inputs, **kwargs):
+                if any(isinstance(input_, A) for input_ in inputs):
+                    return "A!"
+                else:
+                    return NotImplemented
+
+        d = np.arange(5.)
+        # 1 input, 1 output
+        a = np.arange(5.).view(A)
+        b = np.sin(a)
+        check = np.sin(d)
+        assert_(np.all(check == b))
+        assert_equal(b.info, {'inputs': [0]})
+        b = np.sin(d, out=(a,))
+        assert_(np.all(check == b))
+        assert_equal(b.info, {'outputs': [0]})
+        assert_(b is a)
+        a = np.arange(5.).view(A)
+        b = np.sin(a, out=a)
+        assert_(np.all(check == b))
+        assert_equal(b.info, {'inputs': [0], 'outputs': [0]})
+
+        # 1 input, 2 outputs
+        a = np.arange(5.).view(A)
+        b1, b2 = np.modf(a)
+        assert_equal(b1.info, {'inputs': [0]})
+        b1, b2 = np.modf(d, out=(None, a))
+        assert_(b2 is a)
+        assert_equal(b1.info, {'outputs': [1]})
+        a = np.arange(5.).view(A)
+        b = np.arange(5.).view(A)
+        c1, c2 = np.modf(a, out=(a, b))
+        assert_(c1 is a)
+        assert_(c2 is b)
+        assert_equal(c1.info, {'inputs': [0], 'outputs': [0, 1]})
+
+        # 2 input, 1 output
+        a = np.arange(5.).view(A)
+        b = np.arange(5.).view(A)
+        c = np.add(a, b, out=a)
+        assert_(c is a)
+        assert_equal(c.info, {'inputs': [0, 1], 'outputs': [0]})
+        # some tests with a non-ndarray subclass
+        a = np.arange(5.)
+        b = B()
+        assert_(a.__array_ufunc__(np.add, '__call__', a, b) is NotImplemented)
+        assert_(b.__array_ufunc__(np.add, '__call__', a, b) is NotImplemented)
+        assert_raises(TypeError, np.add, a, b)
+        a = a.view(A)
+        assert_(a.__array_ufunc__(np.add, '__call__', a, b) is NotImplemented)
+        assert_(b.__array_ufunc__(np.add, '__call__', a, b) == "A!")
+        assert_(np.add(a, b) == "A!")
+        # regression check for gh-9102 -- tests ufunc.reduce implicitly.
+        d = np.array([[1, 2, 3], [1, 2, 3]])
+        a = d.view(A)
+        c = a.any()
+        check = d.any()
+        assert_equal(c, check)
+        assert_(c.info, {'inputs': [0]})
+        c = a.max()
+        check = d.max()
+        assert_equal(c, check)
+        assert_(c.info, {'inputs': [0]})
+        b = np.array(0).view(A)
+        c = a.max(out=b)
+        assert_equal(c, check)
+        assert_(c is b)
+        assert_(c.info, {'inputs': [0], 'outputs': [0]})
+        check = a.max(axis=0)
+        b = np.zeros_like(check).view(A)
+        c = a.max(axis=0, out=b)
+        assert_equal(c, check)
+        assert_(c is b)
+        assert_(c.info, {'inputs': [0], 'outputs': [0]})
+        # simple explicit tests of reduce, accumulate, reduceat
+        check = np.add.reduce(d, axis=1)
+        c = np.add.reduce(a, axis=1)
+        assert_equal(c, check)
+        assert_(c.info, {'inputs': [0]})
+        b = np.zeros_like(c)
+        c = np.add.reduce(a, 1, None, b)
+        assert_equal(c, check)
+        assert_(c is b)
+        assert_(c.info, {'inputs': [0], 'outputs': [0]})
+        check = np.add.accumulate(d, axis=0)
+        c = np.add.accumulate(a, axis=0)
+        assert_equal(c, check)
+        assert_(c.info, {'inputs': [0]})
+        b = np.zeros_like(c)
+        c = np.add.accumulate(a, 0, None, b)
+        assert_equal(c, check)
+        assert_(c is b)
+        assert_(c.info, {'inputs': [0], 'outputs': [0]})
+        indices = [0, 2, 1]
+        check = np.add.reduceat(d, indices, axis=1)
+        c = np.add.reduceat(a, indices, axis=1)
+        assert_equal(c, check)
+        assert_(c.info, {'inputs': [0]})
+        b = np.zeros_like(c)
+        c = np.add.reduceat(a, indices, 1, None, b)
+        assert_equal(c, check)
+        assert_(c is b)
+        assert_(c.info, {'inputs': [0], 'outputs': [0]})
+        # and a few tests for at
+        d = np.array([[1, 2, 3], [1, 2, 3]])
+        check = d.copy()
+        a = d.copy().view(A)
+        np.add.at(check, ([0, 1], [0, 2]), 1.)
+        np.add.at(a, ([0, 1], [0, 2]), 1.)
+        assert_equal(a, check)
+        assert_(a.info, {'inputs': [0]})
+        b = np.array(1.).view(A)
+        a = d.copy().view(A)
+        np.add.at(a, ([0, 1], [0, 2]), b)
+        assert_equal(a, check)
+        assert_(a.info, {'inputs': [0, 2]})
+
+
+class TestChoose:
+    def test_mixed(self):
+        c = np.array([True, True])
+        a = np.array([True, True])
+        assert_equal(np.choose(c, (a, 1)), np.array([1, 1]))
+
+
+class TestRationalFunctions:
+    def test_lcm(self):
+        self._test_lcm_inner(np.int16)
+        self._test_lcm_inner(np.uint16)
+
+    def test_lcm_object(self):
+        self._test_lcm_inner(np.object_)
+
+    def test_gcd(self):
+        self._test_gcd_inner(np.int16)
+        self._test_lcm_inner(np.uint16)
+
+    def test_gcd_object(self):
+        self._test_gcd_inner(np.object_)
+
+    def _test_lcm_inner(self, dtype):
+        # basic use
+        a = np.array([12, 120], dtype=dtype)
+        b = np.array([20, 200], dtype=dtype)
+        assert_equal(np.lcm(a, b), [60, 600])
+
+        if not issubclass(dtype, np.unsignedinteger):
+            # negatives are ignored
+            a = np.array([12, -12,  12, -12], dtype=dtype)
+            b = np.array([20,  20, -20, -20], dtype=dtype)
+            assert_equal(np.lcm(a, b), [60]*4)
+
+        # reduce
+        a = np.array([3, 12, 20], dtype=dtype)
+        assert_equal(np.lcm.reduce([3, 12, 20]), 60)
+
+        # broadcasting, and a test including 0
+        a = np.arange(6).astype(dtype)
+        b = 20
+        assert_equal(np.lcm(a, b), [0, 20, 20, 60, 20, 20])
+
+    def _test_gcd_inner(self, dtype):
+        # basic use
+        a = np.array([12, 120], dtype=dtype)
+        b = np.array([20, 200], dtype=dtype)
+        assert_equal(np.gcd(a, b), [4, 40])
+
+        if not issubclass(dtype, np.unsignedinteger):
+            # negatives are ignored
+            a = np.array([12, -12,  12, -12], dtype=dtype)
+            b = np.array([20,  20, -20, -20], dtype=dtype)
+            assert_equal(np.gcd(a, b), [4]*4)
+
+        # reduce
+        a = np.array([15, 25, 35], dtype=dtype)
+        assert_equal(np.gcd.reduce(a), 5)
+
+        # broadcasting, and a test including 0
+        a = np.arange(6).astype(dtype)
+        b = 20
+        assert_equal(np.gcd(a, b), [20,  1,  2,  1,  4,  5])
+
+    def test_lcm_overflow(self):
+        # verify that we don't overflow when a*b does overflow
+        big = np.int32(np.iinfo(np.int32).max // 11)
+        a = 2*big
+        b = 5*big
+        assert_equal(np.lcm(a, b), 10*big)
+
+    def test_gcd_overflow(self):
+        for dtype in (np.int32, np.int64):
+            # verify that we don't overflow when taking abs(x)
+            # not relevant for lcm, where the result is unrepresentable anyway
+            a = dtype(np.iinfo(dtype).min)  # negative power of two
+            q = -(a // 4)
+            assert_equal(np.gcd(a,  q*3), q)
+            assert_equal(np.gcd(a, -q*3), q)
+
+    def test_decimal(self):
+        from decimal import Decimal
+        a = np.array([1,  1, -1, -1]) * Decimal('0.20')
+        b = np.array([1, -1,  1, -1]) * Decimal('0.12')
+
+        assert_equal(np.gcd(a, b), 4*[Decimal('0.04')])
+        assert_equal(np.lcm(a, b), 4*[Decimal('0.60')])
+
+    def test_float(self):
+        # not well-defined on float due to rounding errors
+        assert_raises(TypeError, np.gcd, 0.3, 0.4)
+        assert_raises(TypeError, np.lcm, 0.3, 0.4)
+
+    def test_builtin_long(self):
+        # sanity check that array coercion is alright for builtin longs
+        assert_equal(np.array(2**200).item(), 2**200)
+
+        # expressed as prime factors
+        a = np.array(2**100 * 3**5)
+        b = np.array([2**100 * 5**7, 2**50 * 3**10])
+        assert_equal(np.gcd(a, b), [2**100,               2**50 * 3**5])
+        assert_equal(np.lcm(a, b), [2**100 * 3**5 * 5**7, 2**100 * 3**10])
+
+        assert_equal(np.gcd(2**100, 3**100), 1)
+
+
+class TestRoundingFunctions:
+
+    def test_object_direct(self):
+        """ test direct implementation of these magic methods """
+        class C:
+            def __floor__(self):
+                return 1
+            def __ceil__(self):
+                return 2
+            def __trunc__(self):
+                return 3
+
+        arr = np.array([C(), C()])
+        assert_equal(np.floor(arr), [1, 1])
+        assert_equal(np.ceil(arr),  [2, 2])
+        assert_equal(np.trunc(arr), [3, 3])
+
+    def test_object_indirect(self):
+        """ test implementations via __float__ """
+        class C:
+            def __float__(self):
+                return -2.5
+
+        arr = np.array([C(), C()])
+        assert_equal(np.floor(arr), [-3, -3])
+        assert_equal(np.ceil(arr),  [-2, -2])
+        with pytest.raises(TypeError):
+            np.trunc(arr)  # consistent with math.trunc
+
+    def test_fraction(self):
+        f = Fraction(-4, 3)
+        assert_equal(np.floor(f), -2)
+        assert_equal(np.ceil(f), -1)
+        assert_equal(np.trunc(f), -1)
+
+
+class TestComplexFunctions:
+    funcs = [np.arcsin,  np.arccos,  np.arctan, np.arcsinh, np.arccosh,
+             np.arctanh, np.sin,     np.cos,    np.tan,     np.exp,
+             np.exp2,    np.log,     np.sqrt,   np.log10,   np.log2,
+             np.log1p]
+
+    def test_it(self):
+        for f in self.funcs:
+            if f is np.arccosh:
+                x = 1.5
+            else:
+                x = .5
+            fr = f(x)
+            fz = f(complex(x))
+            assert_almost_equal(fz.real, fr, err_msg='real part %s' % f)
+            assert_almost_equal(fz.imag, 0., err_msg='imag part %s' % f)
+
+    def test_precisions_consistent(self):
+        z = 1 + 1j
+        for f in self.funcs:
+            fcf = f(np.csingle(z))
+            fcd = f(np.cdouble(z))
+            fcl = f(np.clongdouble(z))
+            assert_almost_equal(fcf, fcd, decimal=6, err_msg='fch-fcd %s' % f)
+            assert_almost_equal(fcl, fcd, decimal=15, err_msg='fch-fcl %s' % f)
+
+    def test_branch_cuts(self):
+        # check branch cuts and continuity on them
+        _check_branch_cut(np.log,   -0.5, 1j, 1, -1, True)
+        _check_branch_cut(np.log2,  -0.5, 1j, 1, -1, True)
+        _check_branch_cut(np.log10, -0.5, 1j, 1, -1, True)
+        _check_branch_cut(np.log1p, -1.5, 1j, 1, -1, True)
+        _check_branch_cut(np.sqrt,  -0.5, 1j, 1, -1, True)
+
+        _check_branch_cut(np.arcsin, [ -2, 2],   [1j, 1j], 1, -1, True)
+        _check_branch_cut(np.arccos, [ -2, 2],   [1j, 1j], 1, -1, True)
+        _check_branch_cut(np.arctan, [0-2j, 2j],  [1,  1], -1, 1, True)
+
+        _check_branch_cut(np.arcsinh, [0-2j,  2j], [1,   1], -1, 1, True)
+        _check_branch_cut(np.arccosh, [ -1, 0.5], [1j,  1j], 1, -1, True)
+        _check_branch_cut(np.arctanh, [ -2,   2], [1j, 1j], 1, -1, True)
+
+        # check against bogus branch cuts: assert continuity between quadrants
+        _check_branch_cut(np.arcsin, [0-2j, 2j], [ 1,  1], 1, 1)
+        _check_branch_cut(np.arccos, [0-2j, 2j], [ 1,  1], 1, 1)
+        _check_branch_cut(np.arctan, [ -2,  2], [1j, 1j], 1, 1)
+
+        _check_branch_cut(np.arcsinh, [ -2,  2, 0], [1j, 1j, 1], 1, 1)
+        _check_branch_cut(np.arccosh, [0-2j, 2j, 2], [1,  1,  1j], 1, 1)
+        _check_branch_cut(np.arctanh, [0-2j, 2j, 0], [1,  1,  1j], 1, 1)
+
+    def test_branch_cuts_complex64(self):
+        # check branch cuts and continuity on them
+        _check_branch_cut(np.log,   -0.5, 1j, 1, -1, True, np.complex64)
+        _check_branch_cut(np.log2,  -0.5, 1j, 1, -1, True, np.complex64)
+        _check_branch_cut(np.log10, -0.5, 1j, 1, -1, True, np.complex64)
+        _check_branch_cut(np.log1p, -1.5, 1j, 1, -1, True, np.complex64)
+        _check_branch_cut(np.sqrt,  -0.5, 1j, 1, -1, True, np.complex64)
+
+        _check_branch_cut(np.arcsin, [ -2, 2],   [1j, 1j], 1, -1, True, np.complex64)
+        _check_branch_cut(np.arccos, [ -2, 2],   [1j, 1j], 1, -1, True, np.complex64)
+        _check_branch_cut(np.arctan, [0-2j, 2j],  [1,  1], -1, 1, True, np.complex64)
+
+        _check_branch_cut(np.arcsinh, [0-2j,  2j], [1,   1], -1, 1, True, np.complex64)
+        _check_branch_cut(np.arccosh, [ -1, 0.5], [1j,  1j], 1, -1, True, np.complex64)
+        _check_branch_cut(np.arctanh, [ -2,   2], [1j, 1j], 1, -1, True, np.complex64)
+
+        # check against bogus branch cuts: assert continuity between quadrants
+        _check_branch_cut(np.arcsin, [0-2j, 2j], [ 1,  1], 1, 1, False, np.complex64)
+        _check_branch_cut(np.arccos, [0-2j, 2j], [ 1,  1], 1, 1, False, np.complex64)
+        _check_branch_cut(np.arctan, [ -2,  2], [1j, 1j], 1, 1, False, np.complex64)
+
+        _check_branch_cut(np.arcsinh, [ -2,  2, 0], [1j, 1j, 1], 1, 1, False, np.complex64)
+        _check_branch_cut(np.arccosh, [0-2j, 2j, 2], [1,  1,  1j], 1, 1, False, np.complex64)
+        _check_branch_cut(np.arctanh, [0-2j, 2j, 0], [1,  1,  1j], 1, 1, False, np.complex64)
+
+    def test_against_cmath(self):
+        import cmath
+
+        points = [-1-1j, -1+1j, +1-1j, +1+1j]
+        name_map = {'arcsin': 'asin', 'arccos': 'acos', 'arctan': 'atan',
+                    'arcsinh': 'asinh', 'arccosh': 'acosh', 'arctanh': 'atanh'}
+        atol = 4*np.finfo(complex).eps
+        for func in self.funcs:
+            fname = func.__name__.split('.')[-1]
+            cname = name_map.get(fname, fname)
+            try:
+                cfunc = getattr(cmath, cname)
+            except AttributeError:
+                continue
+            for p in points:
+                a = complex(func(np.complex_(p)))
+                b = cfunc(p)
+                assert_(abs(a - b) < atol, "%s %s: %s; cmath: %s" % (fname, p, a, b))
+
+    @pytest.mark.parametrize('dtype', [np.complex64, np.complex_, np.longcomplex])
+    def test_loss_of_precision(self, dtype):
+        """Check loss of precision in complex arc* functions"""
+
+        # Check against known-good functions
+
+        info = np.finfo(dtype)
+        real_dtype = dtype(0.).real.dtype
+        eps = info.eps
+
+        def check(x, rtol):
+            x = x.astype(real_dtype)
+
+            z = x.astype(dtype)
+            d = np.absolute(np.arcsinh(x)/np.arcsinh(z).real - 1)
+            assert_(np.all(d < rtol), (np.argmax(d), x[np.argmax(d)], d.max(),
+                                      'arcsinh'))
+
+            z = (1j*x).astype(dtype)
+            d = np.absolute(np.arcsinh(x)/np.arcsin(z).imag - 1)
+            assert_(np.all(d < rtol), (np.argmax(d), x[np.argmax(d)], d.max(),
+                                      'arcsin'))
+
+            z = x.astype(dtype)
+            d = np.absolute(np.arctanh(x)/np.arctanh(z).real - 1)
+            assert_(np.all(d < rtol), (np.argmax(d), x[np.argmax(d)], d.max(),
+                                      'arctanh'))
+
+            z = (1j*x).astype(dtype)
+            d = np.absolute(np.arctanh(x)/np.arctan(z).imag - 1)
+            assert_(np.all(d < rtol), (np.argmax(d), x[np.argmax(d)], d.max(),
+                                      'arctan'))
+
+        # The switchover was chosen as 1e-3; hence there can be up to
+        # ~eps/1e-3 of relative cancellation error before it
+
+        x_series = np.logspace(-20, -3.001, 200)
+        x_basic = np.logspace(-2.999, 0, 10, endpoint=False)
+
+        if dtype is np.longcomplex:
+            if bad_arcsinh():
+                pytest.skip("Trig functions of np.longcomplex values known "
+                            "to be inaccurate on aarch64 and PPC for some "
+                            "compilation configurations.")
+            # It's not guaranteed that the system-provided arc functions
+            # are accurate down to a few epsilons. (Eg. on Linux 64-bit)
+            # So, give more leeway for long complex tests here:
+            check(x_series, 50.0*eps)
+        else:
+            check(x_series, 2.1*eps)
+        check(x_basic, 2.0*eps/1e-3)
+
+        # Check a few points
+
+        z = np.array([1e-5*(1+1j)], dtype=dtype)
+        p = 9.999999999333333333e-6 + 1.000000000066666666e-5j
+        d = np.absolute(1-np.arctanh(z)/p)
+        assert_(np.all(d < 1e-15))
+
+        p = 1.0000000000333333333e-5 + 9.999999999666666667e-6j
+        d = np.absolute(1-np.arcsinh(z)/p)
+        assert_(np.all(d < 1e-15))
+
+        p = 9.999999999333333333e-6j + 1.000000000066666666e-5
+        d = np.absolute(1-np.arctan(z)/p)
+        assert_(np.all(d < 1e-15))
+
+        p = 1.0000000000333333333e-5j + 9.999999999666666667e-6
+        d = np.absolute(1-np.arcsin(z)/p)
+        assert_(np.all(d < 1e-15))
+
+        # Check continuity across switchover points
+
+        def check(func, z0, d=1):
+            z0 = np.asarray(z0, dtype=dtype)
+            zp = z0 + abs(z0) * d * eps * 2
+            zm = z0 - abs(z0) * d * eps * 2
+            assert_(np.all(zp != zm), (zp, zm))
+
+            # NB: the cancellation error at the switchover is at least eps
+            good = (abs(func(zp) - func(zm)) < 2*eps)
+            assert_(np.all(good), (func, z0[~good]))
+
+        for func in (np.arcsinh, np.arcsinh, np.arcsin, np.arctanh, np.arctan):
+            pts = [rp+1j*ip for rp in (-1e-3, 0, 1e-3) for ip in(-1e-3, 0, 1e-3)
+                   if rp != 0 or ip != 0]
+            check(func, pts, 1)
+            check(func, pts, 1j)
+            check(func, pts, 1+1j)
+
+
+class TestAttributes:
+    def test_attributes(self):
+        add = ncu.add
+        assert_equal(add.__name__, 'add')
+        assert_(add.ntypes >= 18)  # don't fail if types added
+        assert_('ii->i' in add.types)
+        assert_equal(add.nin, 2)
+        assert_equal(add.nout, 1)
+        assert_equal(add.identity, 0)
+
+    def test_doc(self):
+        # don't bother checking the long list of kwargs, which are likely to
+        # change
+        assert_(ncu.add.__doc__.startswith(
+            "add(x1, x2, /, out=None, *, where=True"))
+        assert_(ncu.frexp.__doc__.startswith(
+            "frexp(x[, out1, out2], / [, out=(None, None)], *, where=True"))
+
+
+class TestSubclass:
+
+    def test_subclass_op(self):
+
+        class simple(np.ndarray):
+            def __new__(subtype, shape):
+                self = np.ndarray.__new__(subtype, shape, dtype=object)
+                self.fill(0)
+                return self
+
+        a = simple((3, 4))
+        assert_equal(a+a, a)
+
+
+class TestFrompyfunc:
+
+    def test_identity(self):
+        def mul(a, b):
+            return a * b
+
+        # with identity=value
+        mul_ufunc = np.frompyfunc(mul, nin=2, nout=1, identity=1)
+        assert_equal(mul_ufunc.reduce([2, 3, 4]), 24)
+        assert_equal(mul_ufunc.reduce(np.ones((2, 2)), axis=(0, 1)), 1)
+        assert_equal(mul_ufunc.reduce([]), 1)
+
+        # with identity=None (reorderable)
+        mul_ufunc = np.frompyfunc(mul, nin=2, nout=1, identity=None)
+        assert_equal(mul_ufunc.reduce([2, 3, 4]), 24)
+        assert_equal(mul_ufunc.reduce(np.ones((2, 2)), axis=(0, 1)), 1)
+        assert_raises(ValueError, lambda: mul_ufunc.reduce([]))
+
+        # with no identity (not reorderable)
+        mul_ufunc = np.frompyfunc(mul, nin=2, nout=1)
+        assert_equal(mul_ufunc.reduce([2, 3, 4]), 24)
+        assert_raises(ValueError, lambda: mul_ufunc.reduce(np.ones((2, 2)), axis=(0, 1)))
+        assert_raises(ValueError, lambda: mul_ufunc.reduce([]))
+
+
+def _check_branch_cut(f, x0, dx, re_sign=1, im_sign=-1, sig_zero_ok=False,
+                      dtype=complex):
+    """
+    Check for a branch cut in a function.
+
+    Assert that `x0` lies on a branch cut of function `f` and `f` is
+    continuous from the direction `dx`.
+
+    Parameters
+    ----------
+    f : func
+        Function to check
+    x0 : array-like
+        Point on branch cut
+    dx : array-like
+        Direction to check continuity in
+    re_sign, im_sign : {1, -1}
+        Change of sign of the real or imaginary part expected
+    sig_zero_ok : bool
+        Whether to check if the branch cut respects signed zero (if applicable)
+    dtype : dtype
+        Dtype to check (should be complex)
+
+    """
+    x0 = np.atleast_1d(x0).astype(dtype)
+    dx = np.atleast_1d(dx).astype(dtype)
+
+    if np.dtype(dtype).char == 'F':
+        scale = np.finfo(dtype).eps * 1e2
+        atol = np.float32(1e-2)
+    else:
+        scale = np.finfo(dtype).eps * 1e3
+        atol = 1e-4
+
+    y0 = f(x0)
+    yp = f(x0 + dx*scale*np.absolute(x0)/np.absolute(dx))
+    ym = f(x0 - dx*scale*np.absolute(x0)/np.absolute(dx))
+
+    assert_(np.all(np.absolute(y0.real - yp.real) < atol), (y0, yp))
+    assert_(np.all(np.absolute(y0.imag - yp.imag) < atol), (y0, yp))
+    assert_(np.all(np.absolute(y0.real - ym.real*re_sign) < atol), (y0, ym))
+    assert_(np.all(np.absolute(y0.imag - ym.imag*im_sign) < atol), (y0, ym))
+
+    if sig_zero_ok:
+        # check that signed zeros also work as a displacement
+        jr = (x0.real == 0) & (dx.real != 0)
+        ji = (x0.imag == 0) & (dx.imag != 0)
+        if np.any(jr):
+            x = x0[jr]
+            x.real = np.NZERO
+            ym = f(x)
+            assert_(np.all(np.absolute(y0[jr].real - ym.real*re_sign) < atol), (y0[jr], ym))
+            assert_(np.all(np.absolute(y0[jr].imag - ym.imag*im_sign) < atol), (y0[jr], ym))
+
+        if np.any(ji):
+            x = x0[ji]
+            x.imag = np.NZERO
+            ym = f(x)
+            assert_(np.all(np.absolute(y0[ji].real - ym.real*re_sign) < atol), (y0[ji], ym))
+            assert_(np.all(np.absolute(y0[ji].imag - ym.imag*im_sign) < atol), (y0[ji], ym))
+
+def test_copysign():
+    assert_(np.copysign(1, -1) == -1)
+    with np.errstate(divide="ignore"):
+        assert_(1 / np.copysign(0, -1) < 0)
+        assert_(1 / np.copysign(0, 1) > 0)
+    assert_(np.signbit(np.copysign(np.nan, -1)))
+    assert_(not np.signbit(np.copysign(np.nan, 1)))
+
+def _test_nextafter(t):
+    one = t(1)
+    two = t(2)
+    zero = t(0)
+    eps = np.finfo(t).eps
+    assert_(np.nextafter(one, two) - one == eps)
+    assert_(np.nextafter(one, zero) - one < 0)
+    assert_(np.isnan(np.nextafter(np.nan, one)))
+    assert_(np.isnan(np.nextafter(one, np.nan)))
+    assert_(np.nextafter(one, one) == one)
+
+def test_nextafter():
+    return _test_nextafter(np.float64)
+
+
+def test_nextafterf():
+    return _test_nextafter(np.float32)
+
+
+@pytest.mark.skipif(np.finfo(np.double) == np.finfo(np.longdouble),
+                    reason="long double is same as double")
+@pytest.mark.xfail(condition=platform.machine().startswith("ppc64"),
+                    reason="IBM double double")
+def test_nextafterl():
+    return _test_nextafter(np.longdouble)
+
+
+def test_nextafter_0():
+    for t, direction in itertools.product(np.sctypes['float'], (1, -1)):
+        # The value of tiny for double double is NaN, so we need to pass the
+        # assert
+        with suppress_warnings() as sup:
+            sup.filter(UserWarning)
+            if not np.isnan(np.finfo(t).tiny):
+                tiny = np.finfo(t).tiny
+                assert_(
+                    0. < direction * np.nextafter(t(0), t(direction)) < tiny)
+        assert_equal(np.nextafter(t(0), t(direction)) / t(2.1), direction * 0.0)
+
+def _test_spacing(t):
+    one = t(1)
+    eps = np.finfo(t).eps
+    nan = t(np.nan)
+    inf = t(np.inf)
+    with np.errstate(invalid='ignore'):
+        assert_(np.spacing(one) == eps)
+        assert_(np.isnan(np.spacing(nan)))
+        assert_(np.isnan(np.spacing(inf)))
+        assert_(np.isnan(np.spacing(-inf)))
+        assert_(np.spacing(t(1e30)) != 0)
+
+def test_spacing():
+    return _test_spacing(np.float64)
+
+def test_spacingf():
+    return _test_spacing(np.float32)
+
+
+@pytest.mark.skipif(np.finfo(np.double) == np.finfo(np.longdouble),
+                    reason="long double is same as double")
+@pytest.mark.xfail(condition=platform.machine().startswith("ppc64"),
+                    reason="IBM double double")
+def test_spacingl():
+    return _test_spacing(np.longdouble)
+
+def test_spacing_gfortran():
+    # Reference from this fortran file, built with gfortran 4.3.3 on linux
+    # 32bits:
+    #       PROGRAM test_spacing
+    #        INTEGER, PARAMETER :: SGL = SELECTED_REAL_KIND(p=6, r=37)
+    #        INTEGER, PARAMETER :: DBL = SELECTED_REAL_KIND(p=13, r=200)
+    #
+    #        WRITE(*,*) spacing(0.00001_DBL)
+    #        WRITE(*,*) spacing(1.0_DBL)
+    #        WRITE(*,*) spacing(1000._DBL)
+    #        WRITE(*,*) spacing(10500._DBL)
+    #
+    #        WRITE(*,*) spacing(0.00001_SGL)
+    #        WRITE(*,*) spacing(1.0_SGL)
+    #        WRITE(*,*) spacing(1000._SGL)
+    #        WRITE(*,*) spacing(10500._SGL)
+    #       END PROGRAM
+    ref = {np.float64: [1.69406589450860068E-021,
+                        2.22044604925031308E-016,
+                        1.13686837721616030E-013,
+                        1.81898940354585648E-012],
+           np.float32: [9.09494702E-13,
+                        1.19209290E-07,
+                        6.10351563E-05,
+                        9.76562500E-04]}
+
+    for dt, dec_ in zip([np.float32, np.float64], (10, 20)):
+        x = np.array([1e-5, 1, 1000, 10500], dtype=dt)
+        assert_array_almost_equal(np.spacing(x), ref[dt], decimal=dec_)
+
+def test_nextafter_vs_spacing():
+    # XXX: spacing does not handle long double yet
+    for t in [np.float32, np.float64]:
+        for _f in [1, 1e-5, 1000]:
+            f = t(_f)
+            f1 = t(_f + 1)
+            assert_(np.nextafter(f, f1) - f == np.spacing(f))
+
+def test_pos_nan():
+    """Check np.nan is a positive nan."""
+    assert_(np.signbit(np.nan) == 0)
+
+def test_reduceat():
+    """Test bug in reduceat when structured arrays are not copied."""
+    db = np.dtype([('name', 'S11'), ('time', np.int64), ('value', np.float32)])
+    a = np.empty([100], dtype=db)
+    a['name'] = 'Simple'
+    a['time'] = 10
+    a['value'] = 100
+    indx = [0, 7, 15, 25]
+
+    h2 = []
+    val1 = indx[0]
+    for val2 in indx[1:]:
+        h2.append(np.add.reduce(a['value'][val1:val2]))
+        val1 = val2
+    h2.append(np.add.reduce(a['value'][val1:]))
+    h2 = np.array(h2)
+
+    # test buffered -- this should work
+    h1 = np.add.reduceat(a['value'], indx)
+    assert_array_almost_equal(h1, h2)
+
+    # This is when the error occurs.
+    # test no buffer
+    np.setbufsize(32)
+    h1 = np.add.reduceat(a['value'], indx)
+    np.setbufsize(np.UFUNC_BUFSIZE_DEFAULT)
+    assert_array_almost_equal(h1, h2)
+
+def test_reduceat_empty():
+    """Reduceat should work with empty arrays"""
+    indices = np.array([], 'i4')
+    x = np.array([], 'f8')
+    result = np.add.reduceat(x, indices)
+    assert_equal(result.dtype, x.dtype)
+    assert_equal(result.shape, (0,))
+    # Another case with a slightly different zero-sized shape
+    x = np.ones((5, 2))
+    result = np.add.reduceat(x, [], axis=0)
+    assert_equal(result.dtype, x.dtype)
+    assert_equal(result.shape, (0, 2))
+    result = np.add.reduceat(x, [], axis=1)
+    assert_equal(result.dtype, x.dtype)
+    assert_equal(result.shape, (5, 0))
+
+def test_complex_nan_comparisons():
+    nans = [complex(np.nan, 0), complex(0, np.nan), complex(np.nan, np.nan)]
+    fins = [complex(1, 0), complex(-1, 0), complex(0, 1), complex(0, -1),
+            complex(1, 1), complex(-1, -1), complex(0, 0)]
+
+    with np.errstate(invalid='ignore'):
+        for x in nans + fins:
+            x = np.array([x])
+            for y in nans + fins:
+                y = np.array([y])
+
+                if np.isfinite(x) and np.isfinite(y):
+                    continue
+
+                assert_equal(x < y, False, err_msg="%r < %r" % (x, y))
+                assert_equal(x > y, False, err_msg="%r > %r" % (x, y))
+                assert_equal(x <= y, False, err_msg="%r <= %r" % (x, y))
+                assert_equal(x >= y, False, err_msg="%r >= %r" % (x, y))
+                assert_equal(x == y, False, err_msg="%r == %r" % (x, y))
+
+
+def test_rint_big_int():
+    # np.rint bug for large integer values on Windows 32-bit and MKL
+    # https://github.com/numpy/numpy/issues/6685
+    val = 4607998452777363968
+    # This is exactly representable in floating point
+    assert_equal(val, int(float(val)))
+    # Rint should not change the value
+    assert_equal(val, np.rint(val))
+
+@pytest.mark.parametrize('ftype', [np.float32, np.float64])
+def test_memoverlap_accumulate(ftype):
+    # Reproduces bug https://github.com/numpy/numpy/issues/15597
+    arr = np.array([0.61, 0.60, 0.77, 0.41, 0.19], dtype=ftype)
+    out_max = np.array([0.61, 0.61, 0.77, 0.77, 0.77], dtype=ftype)
+    out_min = np.array([0.61, 0.60, 0.60, 0.41, 0.19], dtype=ftype)
+    assert_equal(np.maximum.accumulate(arr), out_max)
+    assert_equal(np.minimum.accumulate(arr), out_min)
+
+def test_signaling_nan_exceptions():
+    with assert_no_warnings():
+        a = np.ndarray(shape=(), dtype='float32', buffer=b'\x00\xe0\xbf\xff')
+        np.isnan(a)
+
+@pytest.mark.parametrize("arr", [
+    np.arange(2),
+    np.matrix([0, 1]),
+    np.matrix([[0, 1], [2, 5]]),
+    ])
+def test_outer_subclass_preserve(arr):
+    # for gh-8661
+    class foo(np.ndarray): pass
+    actual = np.multiply.outer(arr.view(foo), arr.view(foo))
+    assert actual.__class__.__name__ == 'foo'
+
+def test_outer_bad_subclass():
+    class BadArr1(np.ndarray):
+        def __array_finalize__(self, obj):
+            # The outer call reshapes to 3 dims, try to do a bad reshape.
+            if self.ndim == 3:
+                self.shape = self.shape + (1,)
+
+        def __array_prepare__(self, obj, context=None):
+            return obj
+
+    class BadArr2(np.ndarray):
+        def __array_finalize__(self, obj):
+            if isinstance(obj, BadArr2):
+                # outer inserts 1-sized dims. In that case disturb them.
+                if self.shape[-1] == 1:
+                    self.shape = self.shape[::-1]
+
+        def __array_prepare__(self, obj, context=None):
+            return obj
+
+    for cls in [BadArr1, BadArr2]:
+        arr = np.ones((2, 3)).view(cls)
+        with assert_raises(TypeError) as a:
+            # The first array gets reshaped (not the second one)
+            np.add.outer(arr, [1, 2])
+
+        # This actually works, since we only see the reshaping error:
+        arr = np.ones((2, 3)).view(cls)
+        assert type(np.add.outer([1, 2], arr)) is cls
+
+def test_outer_exceeds_maxdims():
+    deep = np.ones((1,) * 17)
+    with assert_raises(ValueError):
+        np.add.outer(deep, deep)
+
+def test_bad_legacy_ufunc_silent_errors():
+    # legacy ufuncs can't report errors and NumPy can't check if the GIL
+    # is released.  So NumPy has to check after the GIL is released just to
+    # cover all bases.  `np.power` uses/used to use this.
+    arr = np.arange(3).astype(np.float64)
+
+    with pytest.raises(RuntimeError, match=r"How unexpected :\)!"):
+        ncu_tests.always_error(arr, arr)
+
+    with pytest.raises(RuntimeError, match=r"How unexpected :\)!"):
+        # not contiguous means the fast-path cannot be taken
+        non_contig = arr.repeat(20).reshape(-1, 6)[:, ::2]
+        ncu_tests.always_error(non_contig, arr)
+
+    with pytest.raises(RuntimeError, match=r"How unexpected :\)!"):
+        ncu_tests.always_error.outer(arr, arr)
+
+    with pytest.raises(RuntimeError, match=r"How unexpected :\)!"):
+        ncu_tests.always_error.reduce(arr)
+
+    with pytest.raises(RuntimeError, match=r"How unexpected :\)!"):
+        ncu_tests.always_error.reduceat(arr, [0, 1])
+
+    with pytest.raises(RuntimeError, match=r"How unexpected :\)!"):
+        ncu_tests.always_error.accumulate(arr)
+
+    with pytest.raises(RuntimeError, match=r"How unexpected :\)!"):
+        ncu_tests.always_error.at(arr, [0, 1, 2], arr)
+
+
+@pytest.mark.parametrize('x1', [np.arange(3.0), [0.0, 1.0, 2.0]])
+def test_bad_legacy_gufunc_silent_errors(x1):
+    # Verify that an exception raised in a gufunc loop propagates correctly.
+    # The signature of always_error_gufunc is '(i),()->()'.
+    with pytest.raises(RuntimeError, match=r"How unexpected :\)!"):
+        ncu_tests.always_error_gufunc(x1, 0.0)
diff --git a/venv/lib/python3.8/site-packages/numpy/core/tests/test_umath_accuracy.py b/venv/lib/python3.8/site-packages/numpy/core/tests/test_umath_accuracy.py
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+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_umath_accuracy.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/11/ee/5a/b446e05bee8dd02d9f00332eeb697bfa22660d0476a59d31553e5c341b
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+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_umath_complex.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/26/7e/1b/7d7d90b17bca6320d72e8ed2e3e4d3f4690b32b40e5fed48c032f25762
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+++ b/venv/lib/python3.8/site-packages/numpy/core/tests/test_unicode.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6c/1a/90/09093f519013c922381dd8964e07de9e68100a6e729cb73a48bbca8a2c
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/25/b4/ff/4b19d9ff73049a3388f54b57dc2700cd7e50fb84439679e10c0109e55a
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+/home/runner/.cache/pip/pool/4c/8c/da/0dfac41c781273627993114489babc30e3e1c12bb239939406c64d5523
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+++ b/venv/lib/python3.8/site-packages/numpy/distutils/ccompiler.py
@@ -0,0 +1,814 @@
+import os
+import re
+import sys
+import shlex
+import time
+import subprocess
+from copy import copy
+from distutils import ccompiler
+from distutils.ccompiler import (
+    compiler_class, gen_lib_options, get_default_compiler, new_compiler,
+    CCompiler
+)
+from distutils.errors import (
+    DistutilsExecError, DistutilsModuleError, DistutilsPlatformError,
+    CompileError, UnknownFileError
+)
+from distutils.sysconfig import customize_compiler
+from distutils.version import LooseVersion
+
+from numpy.distutils import log
+from numpy.distutils.exec_command import (
+    filepath_from_subprocess_output, forward_bytes_to_stdout
+)
+from numpy.distutils.misc_util import cyg2win32, is_sequence, mingw32, \
+                                      get_num_build_jobs, \
+                                      _commandline_dep_string, \
+                                      sanitize_cxx_flags
+
+# globals for parallel build management
+import threading
+
+_job_semaphore = None
+_global_lock = threading.Lock()
+_processing_files = set()
+
+
+def _needs_build(obj, cc_args, extra_postargs, pp_opts):
+    """
+    Check if an objects needs to be rebuild based on its dependencies
+
+    Parameters
+    ----------
+    obj : str
+        object file
+
+    Returns
+    -------
+    bool
+    """
+    # defined in unixcompiler.py
+    dep_file = obj + '.d'
+    if not os.path.exists(dep_file):
+        return True
+
+    # dep_file is a makefile containing 'object: dependencies'
+    # formatted like posix shell (spaces escaped, \ line continuations)
+    # the last line contains the compiler commandline arguments as some
+    # projects may compile an extension multiple times with different
+    # arguments
+    with open(dep_file, "r") as f:
+        lines = f.readlines()
+
+    cmdline =_commandline_dep_string(cc_args, extra_postargs, pp_opts)
+    last_cmdline = lines[-1]
+    if last_cmdline != cmdline:
+        return True
+
+    contents = ''.join(lines[:-1])
+    deps = [x for x in shlex.split(contents, posix=True)
+            if x != "\n" and not x.endswith(":")]
+
+    try:
+        t_obj = os.stat(obj).st_mtime
+
+        # check if any of the dependencies is newer than the object
+        # the dependencies includes the source used to create the object
+        for f in deps:
+            if os.stat(f).st_mtime > t_obj:
+                return True
+    except OSError:
+        # no object counts as newer (shouldn't happen if dep_file exists)
+        return True
+
+    return False
+
+
+def replace_method(klass, method_name, func):
+    # Py3k does not have unbound method anymore, MethodType does not work
+    m = lambda self, *args, **kw: func(self, *args, **kw)
+    setattr(klass, method_name, m)
+
+
+######################################################################
+## Method that subclasses may redefine. But don't call this method,
+## it i private to CCompiler class and may return unexpected
+## results if used elsewhere. So, you have been warned..
+
+def CCompiler_find_executables(self):
+    """
+    Does nothing here, but is called by the get_version method and can be
+    overridden by subclasses. In particular it is redefined in the `FCompiler`
+    class where more documentation can be found.
+
+    """
+    pass
+
+
+replace_method(CCompiler, 'find_executables', CCompiler_find_executables)
+
+
+# Using customized CCompiler.spawn.
+def CCompiler_spawn(self, cmd, display=None, env=None):
+    """
+    Execute a command in a sub-process.
+
+    Parameters
+    ----------
+    cmd : str
+        The command to execute.
+    display : str or sequence of str, optional
+        The text to add to the log file kept by `numpy.distutils`.
+        If not given, `display` is equal to `cmd`.
+    env : a dictionary for environment variables, optional
+
+    Returns
+    -------
+    None
+
+    Raises
+    ------
+    DistutilsExecError
+        If the command failed, i.e. the exit status was not 0.
+
+    """
+    env = env if env is not None else dict(os.environ)
+    if display is None:
+        display = cmd
+        if is_sequence(display):
+            display = ' '.join(list(display))
+    log.info(display)
+    try:
+        if self.verbose:
+            subprocess.check_output(cmd, env=env)
+        else:
+            subprocess.check_output(cmd, stderr=subprocess.STDOUT, env=env)
+    except subprocess.CalledProcessError as exc:
+        o = exc.output
+        s = exc.returncode
+    except OSError as e:
+        # OSError doesn't have the same hooks for the exception
+        # output, but exec_command() historically would use an
+        # empty string for EnvironmentError (base class for
+        # OSError)
+        # o = b''
+        # still that would make the end-user lost in translation!
+        o = f"\n\n{e}\n\n\n"
+        try:
+            o = o.encode(sys.stdout.encoding)
+        except AttributeError:
+            o = o.encode('utf8')
+        # status previously used by exec_command() for parent
+        # of OSError
+        s = 127
+    else:
+        # use a convenience return here so that any kind of
+        # caught exception will execute the default code after the
+        # try / except block, which handles various exceptions
+        return None
+
+    if is_sequence(cmd):
+        cmd = ' '.join(list(cmd))
+
+    if self.verbose:
+        forward_bytes_to_stdout(o)
+
+    if re.search(b'Too many open files', o):
+        msg = '\nTry rerunning setup command until build succeeds.'
+    else:
+        msg = ''
+    raise DistutilsExecError('Command "%s" failed with exit status %d%s' %
+                            (cmd, s, msg))
+
+replace_method(CCompiler, 'spawn', CCompiler_spawn)
+
+def CCompiler_object_filenames(self, source_filenames, strip_dir=0, output_dir=''):
+    """
+    Return the name of the object files for the given source files.
+
+    Parameters
+    ----------
+    source_filenames : list of str
+        The list of paths to source files. Paths can be either relative or
+        absolute, this is handled transparently.
+    strip_dir : bool, optional
+        Whether to strip the directory from the returned paths. If True,
+        the file name prepended by `output_dir` is returned. Default is False.
+    output_dir : str, optional
+        If given, this path is prepended to the returned paths to the
+        object files.
+
+    Returns
+    -------
+    obj_names : list of str
+        The list of paths to the object files corresponding to the source
+        files in `source_filenames`.
+
+    """
+    if output_dir is None:
+        output_dir = ''
+    obj_names = []
+    for src_name in source_filenames:
+        base, ext = os.path.splitext(os.path.normpath(src_name))
+        base = os.path.splitdrive(base)[1] # Chop off the drive
+        base = base[os.path.isabs(base):]  # If abs, chop off leading /
+        if base.startswith('..'):
+            # Resolve starting relative path components, middle ones
+            # (if any) have been handled by os.path.normpath above.
+            i = base.rfind('..')+2
+            d = base[:i]
+            d = os.path.basename(os.path.abspath(d))
+            base = d + base[i:]
+        if ext not in self.src_extensions:
+            raise UnknownFileError("unknown file type '%s' (from '%s')" % (ext, src_name))
+        if strip_dir:
+            base = os.path.basename(base)
+        obj_name = os.path.join(output_dir, base + self.obj_extension)
+        obj_names.append(obj_name)
+    return obj_names
+
+replace_method(CCompiler, 'object_filenames', CCompiler_object_filenames)
+
+def CCompiler_compile(self, sources, output_dir=None, macros=None,
+                      include_dirs=None, debug=0, extra_preargs=None,
+                      extra_postargs=None, depends=None):
+    """
+    Compile one or more source files.
+
+    Please refer to the Python distutils API reference for more details.
+
+    Parameters
+    ----------
+    sources : list of str
+        A list of filenames
+    output_dir : str, optional
+        Path to the output directory.
+    macros : list of tuples
+        A list of macro definitions.
+    include_dirs : list of str, optional
+        The directories to add to the default include file search path for
+        this compilation only.
+    debug : bool, optional
+        Whether or not to output debug symbols in or alongside the object
+        file(s).
+    extra_preargs, extra_postargs : ?
+        Extra pre- and post-arguments.
+    depends : list of str, optional
+        A list of file names that all targets depend on.
+
+    Returns
+    -------
+    objects : list of str
+        A list of object file names, one per source file `sources`.
+
+    Raises
+    ------
+    CompileError
+        If compilation fails.
+
+    """
+    global _job_semaphore
+
+    jobs = get_num_build_jobs()
+
+    # setup semaphore to not exceed number of compile jobs when parallelized at
+    # extension level (python >= 3.5)
+    with _global_lock:
+        if _job_semaphore is None:
+            _job_semaphore = threading.Semaphore(jobs)
+
+    if not sources:
+        return []
+    from numpy.distutils.fcompiler import (FCompiler, is_f_file,
+                                           has_f90_header)
+    if isinstance(self, FCompiler):
+        display = []
+        for fc in ['f77', 'f90', 'fix']:
+            fcomp = getattr(self, 'compiler_'+fc)
+            if fcomp is None:
+                continue
+            display.append("Fortran %s compiler: %s" % (fc, ' '.join(fcomp)))
+        display = '\n'.join(display)
+    else:
+        ccomp = self.compiler_so
+        display = "C compiler: %s\n" % (' '.join(ccomp),)
+    log.info(display)
+    macros, objects, extra_postargs, pp_opts, build = \
+            self._setup_compile(output_dir, macros, include_dirs, sources,
+                                depends, extra_postargs)
+    cc_args = self._get_cc_args(pp_opts, debug, extra_preargs)
+    display = "compile options: '%s'" % (' '.join(cc_args))
+    if extra_postargs:
+        display += "\nextra options: '%s'" % (' '.join(extra_postargs))
+    log.info(display)
+
+    def single_compile(args):
+        obj, (src, ext) = args
+        if not _needs_build(obj, cc_args, extra_postargs, pp_opts):
+            return
+
+        # check if we are currently already processing the same object
+        # happens when using the same source in multiple extensions
+        while True:
+            # need explicit lock as there is no atomic check and add with GIL
+            with _global_lock:
+                # file not being worked on, start working
+                if obj not in _processing_files:
+                    _processing_files.add(obj)
+                    break
+            # wait for the processing to end
+            time.sleep(0.1)
+
+        try:
+            # retrieve slot from our #job semaphore and build
+            with _job_semaphore:
+                self._compile(obj, src, ext, cc_args, extra_postargs, pp_opts)
+        finally:
+            # register being done processing
+            with _global_lock:
+                _processing_files.remove(obj)
+
+
+    if isinstance(self, FCompiler):
+        objects_to_build = list(build.keys())
+        f77_objects, other_objects = [], []
+        for obj in objects:
+            if obj in objects_to_build:
+                src, ext = build[obj]
+                if self.compiler_type=='absoft':
+                    obj = cyg2win32(obj)
+                    src = cyg2win32(src)
+                if is_f_file(src) and not has_f90_header(src):
+                    f77_objects.append((obj, (src, ext)))
+                else:
+                    other_objects.append((obj, (src, ext)))
+
+        # f77 objects can be built in parallel
+        build_items = f77_objects
+        # build f90 modules serial, module files are generated during
+        # compilation and may be used by files later in the list so the
+        # ordering is important
+        for o in other_objects:
+            single_compile(o)
+    else:
+        build_items = build.items()
+
+    if len(build) > 1 and jobs > 1:
+        # build parallel
+        from concurrent.futures import ThreadPoolExecutor
+        with ThreadPoolExecutor(jobs) as pool:
+            res = pool.map(single_compile, build_items)
+        list(res)  # access result to raise errors
+    else:
+        # build serial
+        for o in build_items:
+            single_compile(o)
+
+    # Return *all* object filenames, not just the ones we just built.
+    return objects
+
+replace_method(CCompiler, 'compile', CCompiler_compile)
+
+def CCompiler_customize_cmd(self, cmd, ignore=()):
+    """
+    Customize compiler using distutils command.
+
+    Parameters
+    ----------
+    cmd : class instance
+        An instance inheriting from `distutils.cmd.Command`.
+    ignore : sequence of str, optional
+        List of `CCompiler` commands (without ``'set_'``) that should not be
+        altered. Strings that are checked for are:
+        ``('include_dirs', 'define', 'undef', 'libraries', 'library_dirs',
+        'rpath', 'link_objects')``.
+
+    Returns
+    -------
+    None
+
+    """
+    log.info('customize %s using %s' % (self.__class__.__name__,
+                                        cmd.__class__.__name__))
+
+    if hasattr(self, 'compiler') and 'clang' in self.compiler[0]:
+        # clang defaults to a non-strict floating error point model.
+        # Since NumPy and most Python libs give warnings for these, override:
+        self.compiler.append('-ftrapping-math')
+        self.compiler_so.append('-ftrapping-math')
+
+    def allow(attr):
+        return getattr(cmd, attr, None) is not None and attr not in ignore
+
+    if allow('include_dirs'):
+        self.set_include_dirs(cmd.include_dirs)
+    if allow('define'):
+        for (name, value) in cmd.define:
+            self.define_macro(name, value)
+    if allow('undef'):
+        for macro in cmd.undef:
+            self.undefine_macro(macro)
+    if allow('libraries'):
+        self.set_libraries(self.libraries + cmd.libraries)
+    if allow('library_dirs'):
+        self.set_library_dirs(self.library_dirs + cmd.library_dirs)
+    if allow('rpath'):
+        self.set_runtime_library_dirs(cmd.rpath)
+    if allow('link_objects'):
+        self.set_link_objects(cmd.link_objects)
+
+replace_method(CCompiler, 'customize_cmd', CCompiler_customize_cmd)
+
+def _compiler_to_string(compiler):
+    props = []
+    mx = 0
+    keys = list(compiler.executables.keys())
+    for key in ['version', 'libraries', 'library_dirs',
+                'object_switch', 'compile_switch',
+                'include_dirs', 'define', 'undef', 'rpath', 'link_objects']:
+        if key not in keys:
+            keys.append(key)
+    for key in keys:
+        if hasattr(compiler, key):
+            v = getattr(compiler, key)
+            mx = max(mx, len(key))
+            props.append((key, repr(v)))
+    fmt = '%-' + repr(mx+1) + 's = %s'
+    lines = [fmt % prop for prop in props]
+    return '\n'.join(lines)
+
+def CCompiler_show_customization(self):
+    """
+    Print the compiler customizations to stdout.
+
+    Parameters
+    ----------
+    None
+
+    Returns
+    -------
+    None
+
+    Notes
+    -----
+    Printing is only done if the distutils log threshold is < 2.
+
+    """
+    try:
+        self.get_version()
+    except Exception:
+        pass
+    if log._global_log.threshold<2:
+        print('*'*80)
+        print(self.__class__)
+        print(_compiler_to_string(self))
+        print('*'*80)
+
+replace_method(CCompiler, 'show_customization', CCompiler_show_customization)
+
+def CCompiler_customize(self, dist, need_cxx=0):
+    """
+    Do any platform-specific customization of a compiler instance.
+
+    This method calls `distutils.sysconfig.customize_compiler` for
+    platform-specific customization, as well as optionally remove a flag
+    to suppress spurious warnings in case C++ code is being compiled.
+
+    Parameters
+    ----------
+    dist : object
+        This parameter is not used for anything.
+    need_cxx : bool, optional
+        Whether or not C++ has to be compiled. If so (True), the
+        ``"-Wstrict-prototypes"`` option is removed to prevent spurious
+        warnings. Default is False.
+
+    Returns
+    -------
+    None
+
+    Notes
+    -----
+    All the default options used by distutils can be extracted with::
+
+      from distutils import sysconfig
+      sysconfig.get_config_vars('CC', 'CXX', 'OPT', 'BASECFLAGS',
+                                'CCSHARED', 'LDSHARED', 'SO')
+
+    """
+    # See FCompiler.customize for suggested usage.
+    log.info('customize %s' % (self.__class__.__name__))
+    customize_compiler(self)
+    if need_cxx:
+        # In general, distutils uses -Wstrict-prototypes, but this option is
+        # not valid for C++ code, only for C.  Remove it if it's there to
+        # avoid a spurious warning on every compilation.
+        try:
+            self.compiler_so.remove('-Wstrict-prototypes')
+        except (AttributeError, ValueError):
+            pass
+
+        if hasattr(self, 'compiler') and 'cc' in self.compiler[0]:
+            if not self.compiler_cxx:
+                if self.compiler[0].startswith('gcc'):
+                    a, b = 'gcc', 'g++'
+                else:
+                    a, b = 'cc', 'c++'
+                self.compiler_cxx = [self.compiler[0].replace(a, b)]\
+                                    + self.compiler[1:]
+        else:
+            if hasattr(self, 'compiler'):
+                log.warn("#### %s #######" % (self.compiler,))
+            if not hasattr(self, 'compiler_cxx'):
+                log.warn('Missing compiler_cxx fix for ' + self.__class__.__name__)
+
+
+    # check if compiler supports gcc style automatic dependencies
+    # run on every extension so skip for known good compilers
+    if hasattr(self, 'compiler') and ('gcc' in self.compiler[0] or
+                                      'g++' in self.compiler[0] or
+                                      'clang' in self.compiler[0]):
+        self._auto_depends = True
+    elif os.name == 'posix':
+        import tempfile
+        import shutil
+        tmpdir = tempfile.mkdtemp()
+        try:
+            fn = os.path.join(tmpdir, "file.c")
+            with open(fn, "w") as f:
+                f.write("int a;\n")
+            self.compile([fn], output_dir=tmpdir,
+                         extra_preargs=['-MMD', '-MF', fn + '.d'])
+            self._auto_depends = True
+        except CompileError:
+            self._auto_depends = False
+        finally:
+            shutil.rmtree(tmpdir)
+
+    return
+
+replace_method(CCompiler, 'customize', CCompiler_customize)
+
+def simple_version_match(pat=r'[-.\d]+', ignore='', start=''):
+    """
+    Simple matching of version numbers, for use in CCompiler and FCompiler.
+
+    Parameters
+    ----------
+    pat : str, optional
+        A regular expression matching version numbers.
+        Default is ``r'[-.\\d]+'``.
+    ignore : str, optional
+        A regular expression matching patterns to skip.
+        Default is ``''``, in which case nothing is skipped.
+    start : str, optional
+        A regular expression matching the start of where to start looking
+        for version numbers.
+        Default is ``''``, in which case searching is started at the
+        beginning of the version string given to `matcher`.
+
+    Returns
+    -------
+    matcher : callable
+        A function that is appropriate to use as the ``.version_match``
+        attribute of a `CCompiler` class. `matcher` takes a single parameter,
+        a version string.
+
+    """
+    def matcher(self, version_string):
+        # version string may appear in the second line, so getting rid
+        # of new lines:
+        version_string = version_string.replace('\n', ' ')
+        pos = 0
+        if start:
+            m = re.match(start, version_string)
+            if not m:
+                return None
+            pos = m.end()
+        while True:
+            m = re.search(pat, version_string[pos:])
+            if not m:
+                return None
+            if ignore and re.match(ignore, m.group(0)):
+                pos = m.end()
+                continue
+            break
+        return m.group(0)
+    return matcher
+
+def CCompiler_get_version(self, force=False, ok_status=[0]):
+    """
+    Return compiler version, or None if compiler is not available.
+
+    Parameters
+    ----------
+    force : bool, optional
+        If True, force a new determination of the version, even if the
+        compiler already has a version attribute. Default is False.
+    ok_status : list of int, optional
+        The list of status values returned by the version look-up process
+        for which a version string is returned. If the status value is not
+        in `ok_status`, None is returned. Default is ``[0]``.
+
+    Returns
+    -------
+    version : str or None
+        Version string, in the format of `distutils.version.LooseVersion`.
+
+    """
+    if not force and hasattr(self, 'version'):
+        return self.version
+    self.find_executables()
+    try:
+        version_cmd = self.version_cmd
+    except AttributeError:
+        return None
+    if not version_cmd or not version_cmd[0]:
+        return None
+    try:
+        matcher = self.version_match
+    except AttributeError:
+        try:
+            pat = self.version_pattern
+        except AttributeError:
+            return None
+        def matcher(version_string):
+            m = re.match(pat, version_string)
+            if not m:
+                return None
+            version = m.group('version')
+            return version
+
+    try:
+        output = subprocess.check_output(version_cmd, stderr=subprocess.STDOUT)
+    except subprocess.CalledProcessError as exc:
+        output = exc.output
+        status = exc.returncode
+    except OSError:
+        # match the historical returns for a parent
+        # exception class caught by exec_command()
+        status = 127
+        output = b''
+    else:
+        # output isn't actually a filepath but we do this
+        # for now to match previous distutils behavior
+        output = filepath_from_subprocess_output(output)
+        status = 0
+
+    version = None
+    if status in ok_status:
+        version = matcher(output)
+        if version:
+            version = LooseVersion(version)
+    self.version = version
+    return version
+
+replace_method(CCompiler, 'get_version', CCompiler_get_version)
+
+def CCompiler_cxx_compiler(self):
+    """
+    Return the C++ compiler.
+
+    Parameters
+    ----------
+    None
+
+    Returns
+    -------
+    cxx : class instance
+        The C++ compiler, as a `CCompiler` instance.
+
+    """
+    if self.compiler_type in ('msvc', 'intelw', 'intelemw'):
+        return self
+
+    cxx = copy(self)
+    cxx.compiler_cxx = cxx.compiler_cxx
+    cxx.compiler_so = [cxx.compiler_cxx[0]] + \
+                      sanitize_cxx_flags(cxx.compiler_so[1:])
+    if (sys.platform.startswith(('aix', 'os400')) and
+            'ld_so_aix' in cxx.linker_so[0]):
+        # AIX needs the ld_so_aix script included with Python
+        cxx.linker_so = [cxx.linker_so[0], cxx.compiler_cxx[0]] \
+                        + cxx.linker_so[2:]
+    if sys.platform.startswith('os400'):
+        #This is required by i 7.4 and prievous for PRId64 in printf() call.
+        cxx.compiler_so.append('-D__STDC_FORMAT_MACROS')
+        #This a bug of gcc10.3, which failed to handle the TLS init.
+        cxx.compiler_so.append('-fno-extern-tls-init')
+        cxx.linker_so.append('-fno-extern-tls-init')
+    else:
+        cxx.linker_so = [cxx.compiler_cxx[0]] + cxx.linker_so[1:]
+    return cxx
+
+replace_method(CCompiler, 'cxx_compiler', CCompiler_cxx_compiler)
+
+compiler_class['intel'] = ('intelccompiler', 'IntelCCompiler',
+                           "Intel C Compiler for 32-bit applications")
+compiler_class['intele'] = ('intelccompiler', 'IntelItaniumCCompiler',
+                            "Intel C Itanium Compiler for Itanium-based applications")
+compiler_class['intelem'] = ('intelccompiler', 'IntelEM64TCCompiler',
+                             "Intel C Compiler for 64-bit applications")
+compiler_class['intelw'] = ('intelccompiler', 'IntelCCompilerW',
+                            "Intel C Compiler for 32-bit applications on Windows")
+compiler_class['intelemw'] = ('intelccompiler', 'IntelEM64TCCompilerW',
+                              "Intel C Compiler for 64-bit applications on Windows")
+compiler_class['pathcc'] = ('pathccompiler', 'PathScaleCCompiler',
+                            "PathScale Compiler for SiCortex-based applications")
+compiler_class['arm'] = ('armccompiler', 'ArmCCompiler',
+                            "Arm C Compiler")
+
+ccompiler._default_compilers += (('linux.*', 'intel'),
+                                 ('linux.*', 'intele'),
+                                 ('linux.*', 'intelem'),
+                                 ('linux.*', 'pathcc'),
+                                 ('nt', 'intelw'),
+                                 ('nt', 'intelemw'))
+
+if sys.platform == 'win32':
+    compiler_class['mingw32'] = ('mingw32ccompiler', 'Mingw32CCompiler',
+                                 "Mingw32 port of GNU C Compiler for Win32"\
+                                 "(for MSC built Python)")
+    if mingw32():
+        # On windows platforms, we want to default to mingw32 (gcc)
+        # because msvc can't build blitz stuff.
+        log.info('Setting mingw32 as default compiler for nt.')
+        ccompiler._default_compilers = (('nt', 'mingw32'),) \
+                                       + ccompiler._default_compilers
+
+
+_distutils_new_compiler = new_compiler
+def new_compiler (plat=None,
+                  compiler=None,
+                  verbose=None,
+                  dry_run=0,
+                  force=0):
+    # Try first C compilers from numpy.distutils.
+    if verbose is None:
+        verbose = log.get_threshold() <= log.INFO
+    if plat is None:
+        plat = os.name
+    try:
+        if compiler is None:
+            compiler = get_default_compiler(plat)
+        (module_name, class_name, long_description) = compiler_class[compiler]
+    except KeyError:
+        msg = "don't know how to compile C/C++ code on platform '%s'" % plat
+        if compiler is not None:
+            msg = msg + " with '%s' compiler" % compiler
+        raise DistutilsPlatformError(msg)
+    module_name = "numpy.distutils." + module_name
+    try:
+        __import__ (module_name)
+    except ImportError as e:
+        msg = str(e)
+        log.info('%s in numpy.distutils; trying from distutils',
+                 str(msg))
+        module_name = module_name[6:]
+        try:
+            __import__(module_name)
+        except ImportError as e:
+            msg = str(e)
+            raise DistutilsModuleError("can't compile C/C++ code: unable to load module '%s'" % \
+                  module_name)
+    try:
+        module = sys.modules[module_name]
+        klass = vars(module)[class_name]
+    except KeyError:
+        raise DistutilsModuleError(("can't compile C/C++ code: unable to find class '%s' " +
+               "in module '%s'") % (class_name, module_name))
+    compiler = klass(None, dry_run, force)
+    compiler.verbose = verbose
+    log.debug('new_compiler returns %s' % (klass))
+    return compiler
+
+ccompiler.new_compiler = new_compiler
+
+_distutils_gen_lib_options = gen_lib_options
+def gen_lib_options(compiler, library_dirs, runtime_library_dirs, libraries):
+    # the version of this function provided by CPython allows the following
+    # to return lists, which are unpacked automatically:
+    # - compiler.runtime_library_dir_option
+    # our version extends the behavior to:
+    # - compiler.library_dir_option
+    # - compiler.library_option
+    # - compiler.find_library_file
+    r = _distutils_gen_lib_options(compiler, library_dirs,
+                                   runtime_library_dirs, libraries)
+    lib_opts = []
+    for i in r:
+        if is_sequence(i):
+            lib_opts.extend(list(i))
+        else:
+            lib_opts.append(i)
+    return lib_opts
+ccompiler.gen_lib_options = gen_lib_options
+
+# Also fix up the various compiler modules, which do
+# from distutils.ccompiler import gen_lib_options
+# Don't bother with mwerks, as we don't support Classic Mac.
+for _cc in ['msvc9', 'msvc', '_msvc', 'bcpp', 'cygwinc', 'emxc', 'unixc']:
+    _m = sys.modules.get('distutils.' + _cc + 'compiler')
+    if _m is not None:
+        setattr(_m, 'gen_lib_options', gen_lib_options)
+
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/ccompiler_opt.py b/venv/lib/python3.8/site-packages/numpy/distutils/ccompiler_opt.py
new file mode 100644
index 0000000..2019dcb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/ccompiler_opt.py
@@ -0,0 +1,2655 @@
+"""Provides the `CCompilerOpt` class, used for handling the CPU/hardware
+optimization, starting from parsing the command arguments, to managing the
+relation between the CPU baseline and dispatch-able features,
+also generating the required C headers and ending with compiling
+the sources with proper compiler's flags.
+
+`CCompilerOpt` doesn't provide runtime detection for the CPU features,
+instead only focuses on the compiler side, but it creates abstract C headers
+that can be used later for the final runtime dispatching process."""
+
+import atexit
+import inspect
+import os
+import pprint
+import re
+import subprocess
+import textwrap
+
+# These flags are used to compile any C++ source within Numpy.
+# They are chosen to have very few runtime dependencies.
+NPY_CXX_FLAGS = [
+    '-std=c++11',  # Minimal standard version
+    '-D__STDC_VERSION__=0',  # for compatibility with C headers
+    '-fno-exceptions',  # no exception support
+    '-fno-rtti']  # no runtime type information
+
+
+class _Config:
+    """An abstract class holds all configurable attributes of `CCompilerOpt`,
+    these class attributes can be used to change the default behavior
+    of `CCompilerOpt` in order to fit other requirements.
+
+    Attributes
+    ----------
+    conf_nocache : bool
+        Set True to disable memory and file cache.
+        Default is False.
+
+    conf_noopt : bool
+        Set True to forces the optimization to be disabled,
+        in this case `CCompilerOpt` tends to generate all
+        expected headers in order to 'not' break the build.
+        Default is False.
+
+    conf_cache_factors : list
+        Add extra factors to the primary caching factors. The caching factors
+        are utilized to determine if there are changes had happened that
+        requires to discard the cache and re-updating it. The primary factors
+        are the arguments of `CCompilerOpt` and `CCompiler`'s properties(type, flags, etc).
+        Default is list of two items, containing the time of last modification
+        of `ccompiler_opt` and value of attribute "conf_noopt"
+
+    conf_tmp_path : str,
+        The path of temporary directory. Default is auto-created
+        temporary directory via ``tempfile.mkdtemp()``.
+
+    conf_check_path : str
+        The path of testing files. Each added CPU feature must have a
+        **C** source file contains at least one intrinsic or instruction that
+        related to this feature, so it can be tested against the compiler.
+        Default is ``./distutils/checks``.
+
+    conf_target_groups : dict
+        Extra tokens that can be reached from dispatch-able sources through
+        the special mark ``@targets``. Default is an empty dictionary.
+
+        **Notes**:
+            - case-insensitive for tokens and group names
+            - sign '#' must stick in the begin of group name and only within ``@targets``
+
+        **Example**:
+            .. code-block:: console
+
+                $ "@targets #avx_group other_tokens" > group_inside.c
+
+            >>> CCompilerOpt.conf_target_groups["avx_group"] = \\
+            "$werror $maxopt avx2 avx512f avx512_skx"
+            >>> cco = CCompilerOpt(cc_instance)
+            >>> cco.try_dispatch(["group_inside.c"])
+
+    conf_c_prefix : str
+        The prefix of public C definitions. Default is ``"NPY_"``.
+
+    conf_c_prefix_ : str
+        The prefix of internal C definitions. Default is ``"NPY__"``.
+
+    conf_cc_flags : dict
+        Nested dictionaries defining several compiler flags
+        that linked to some major functions, the main key
+        represent the compiler name and sub-keys represent
+        flags names. Default is already covers all supported
+        **C** compilers.
+
+        Sub-keys explained as follows:
+
+        "native": str or None
+            used by argument option `native`, to detect the current
+            machine support via the compiler.
+        "werror": str or None
+            utilized to treat warning as errors during testing CPU features
+            against the compiler and also for target's policy `$werror`
+            via dispatch-able sources.
+        "maxopt": str or None
+            utilized for target's policy '$maxopt' and the value should
+            contains the maximum acceptable optimization by the compiler.
+            e.g. in gcc `'-O3'`
+
+        **Notes**:
+            * case-sensitive for compiler names and flags
+            * use space to separate multiple flags
+            * any flag will tested against the compiler and it will skipped
+              if it's not applicable.
+
+    conf_min_features : dict
+        A dictionary defines the used CPU features for
+        argument option `'min'`, the key represent the CPU architecture
+        name e.g. `'x86'`. Default values provide the best effort
+        on wide range of users platforms.
+
+        **Note**: case-sensitive for architecture names.
+
+    conf_features : dict
+        Nested dictionaries used for identifying the CPU features.
+        the primary key is represented as a feature name or group name
+        that gathers several features. Default values covers all
+        supported features but without the major options like "flags",
+        these undefined options handle it by method `conf_features_partial()`.
+        Default value is covers almost all CPU features for *X86*, *IBM/Power64*
+        and *ARM 7/8*.
+
+        Sub-keys explained as follows:
+
+        "implies" : str or list, optional,
+            List of CPU feature names to be implied by it,
+            the feature name must be defined within `conf_features`.
+            Default is None.
+
+        "flags": str or list, optional
+            List of compiler flags. Default is None.
+
+        "detect": str or list, optional
+            List of CPU feature names that required to be detected
+            in runtime. By default, its the feature name or features
+            in "group" if its specified.
+
+        "implies_detect": bool, optional
+            If True, all "detect" of implied features will be combined.
+            Default is True. see `feature_detect()`.
+
+        "group": str or list, optional
+            Same as "implies" but doesn't require the feature name to be
+            defined within `conf_features`.
+
+        "interest": int, required
+            a key for sorting CPU features
+
+        "headers": str or list, optional
+            intrinsics C header file
+
+        "disable": str, optional
+            force disable feature, the string value should contains the
+            reason of disabling.
+
+        "autovec": bool or None, optional
+            True or False to declare that CPU feature can be auto-vectorized
+            by the compiler.
+            By default(None), treated as True if the feature contains at
+            least one applicable flag. see `feature_can_autovec()`
+
+        "extra_checks": str or list, optional
+            Extra test case names for the CPU feature that need to be tested
+            against the compiler.
+
+            Each test case must have a C file named ``extra_xxxx.c``, where
+            ``xxxx`` is the case name in lower case, under 'conf_check_path'.
+            It should contain at least one intrinsic or function related to the test case.
+
+            If the compiler able to successfully compile the C file then `CCompilerOpt`
+            will add a C ``#define`` for it into the main dispatch header, e.g.
+            ``#define {conf_c_prefix}_XXXX`` where ``XXXX`` is the case name in upper case.
+
+        **NOTES**:
+            * space can be used as separator with options that supports "str or list"
+            * case-sensitive for all values and feature name must be in upper-case.
+            * if flags aren't applicable, its will skipped rather than disable the
+              CPU feature
+            * the CPU feature will disabled if the compiler fail to compile
+              the test file
+    """
+    conf_nocache = False
+    conf_noopt = False
+    conf_cache_factors = None
+    conf_tmp_path = None
+    conf_check_path = os.path.join(
+        os.path.dirname(os.path.realpath(__file__)), "checks"
+    )
+    conf_target_groups = {}
+    conf_c_prefix = 'NPY_'
+    conf_c_prefix_ = 'NPY__'
+    conf_cc_flags = dict(
+        gcc = dict(
+            # native should always fail on arm and ppc64,
+            # native usually works only with x86
+            native = '-march=native',
+            opt = '-O3',
+            werror = '-Werror',
+        ),
+        clang = dict(
+            native = '-march=native',
+            opt = "-O3",
+            # One of the following flags needs to be applicable for Clang to
+            # guarantee the sanity of the testing process, however in certain
+            # cases `-Werror` gets skipped during the availability test due to
+            # "unused arguments" warnings.
+            # see https://github.com/numpy/numpy/issues/19624
+            werror = '-Werror=switch -Werror',
+        ),
+        icc = dict(
+            native = '-xHost',
+            opt = '-O3',
+            werror = '-Werror',
+        ),
+        iccw = dict(
+            native = '/QxHost',
+            opt = '/O3',
+            werror = '/Werror',
+        ),
+        msvc = dict(
+            native = None,
+            opt = '/O2',
+            werror = '/WX',
+        )
+    )
+    conf_min_features = dict(
+        x86 = "SSE SSE2",
+        x64 = "SSE SSE2 SSE3",
+        ppc64 = '', # play it safe
+        ppc64le = "VSX VSX2",
+        s390x = '',
+        armhf = '', # play it safe
+        aarch64 = "NEON NEON_FP16 NEON_VFPV4 ASIMD"
+    )
+    conf_features = dict(
+        # X86
+        SSE = dict(
+            interest=1, headers="xmmintrin.h",
+            # enabling SSE without SSE2 is useless also
+            # it's non-optional for x86_64
+            implies="SSE2"
+        ),
+        SSE2   = dict(interest=2, implies="SSE", headers="emmintrin.h"),
+        SSE3   = dict(interest=3, implies="SSE2", headers="pmmintrin.h"),
+        SSSE3  = dict(interest=4, implies="SSE3", headers="tmmintrin.h"),
+        SSE41  = dict(interest=5, implies="SSSE3", headers="smmintrin.h"),
+        POPCNT = dict(interest=6, implies="SSE41", headers="popcntintrin.h"),
+        SSE42  = dict(interest=7, implies="POPCNT"),
+        AVX    = dict(
+            interest=8, implies="SSE42", headers="immintrin.h",
+            implies_detect=False
+        ),
+        XOP    = dict(interest=9, implies="AVX", headers="x86intrin.h"),
+        FMA4   = dict(interest=10, implies="AVX", headers="x86intrin.h"),
+        F16C   = dict(interest=11, implies="AVX"),
+        FMA3   = dict(interest=12, implies="F16C"),
+        AVX2   = dict(interest=13, implies="F16C"),
+        AVX512F = dict(
+            interest=20, implies="FMA3 AVX2", implies_detect=False,
+            extra_checks="AVX512F_REDUCE"
+        ),
+        AVX512CD = dict(interest=21, implies="AVX512F"),
+        AVX512_KNL = dict(
+            interest=40, implies="AVX512CD", group="AVX512ER AVX512PF",
+            detect="AVX512_KNL", implies_detect=False
+        ),
+        AVX512_KNM = dict(
+            interest=41, implies="AVX512_KNL",
+            group="AVX5124FMAPS AVX5124VNNIW AVX512VPOPCNTDQ",
+            detect="AVX512_KNM", implies_detect=False
+        ),
+        AVX512_SKX = dict(
+            interest=42, implies="AVX512CD", group="AVX512VL AVX512BW AVX512DQ",
+            detect="AVX512_SKX", implies_detect=False,
+            extra_checks="AVX512BW_MASK AVX512DQ_MASK"
+        ),
+        AVX512_CLX = dict(
+            interest=43, implies="AVX512_SKX", group="AVX512VNNI",
+            detect="AVX512_CLX"
+        ),
+        AVX512_CNL = dict(
+            interest=44, implies="AVX512_SKX", group="AVX512IFMA AVX512VBMI",
+            detect="AVX512_CNL", implies_detect=False
+        ),
+        AVX512_ICL = dict(
+            interest=45, implies="AVX512_CLX AVX512_CNL",
+            group="AVX512VBMI2 AVX512BITALG AVX512VPOPCNTDQ",
+            detect="AVX512_ICL", implies_detect=False
+        ),
+        # IBM/Power
+        ## Power7/ISA 2.06
+        VSX = dict(interest=1, headers="altivec.h", extra_checks="VSX_ASM"),
+        ## Power8/ISA 2.07
+        VSX2 = dict(interest=2, implies="VSX", implies_detect=False),
+        ## Power9/ISA 3.00
+        VSX3 = dict(interest=3, implies="VSX2", implies_detect=False),
+        ## Power10/ISA 3.1
+        VSX4 = dict(interest=4, implies="VSX3", implies_detect=False,
+                    extra_checks="VSX4_MMA"),
+        # IBM/Z
+        ## VX(z13) support
+        VX = dict(interest=1, headers="vecintrin.h"),
+        ## Vector-Enhancements Facility
+        VXE = dict(interest=2, implies="VX", implies_detect=False),
+        ## Vector-Enhancements Facility 2
+        VXE2 = dict(interest=3, implies="VXE", implies_detect=False),
+        # ARM
+        NEON  = dict(interest=1, headers="arm_neon.h"),
+        NEON_FP16 = dict(interest=2, implies="NEON"),
+        ## FMA
+        NEON_VFPV4 = dict(interest=3, implies="NEON_FP16"),
+        ## Advanced SIMD
+        ASIMD = dict(interest=4, implies="NEON_FP16 NEON_VFPV4", implies_detect=False),
+        ## ARMv8.2 half-precision & vector arithm
+        ASIMDHP = dict(interest=5, implies="ASIMD"),
+        ## ARMv8.2 dot product
+        ASIMDDP = dict(interest=6, implies="ASIMD"),
+        ## ARMv8.2 Single & half-precision Multiply
+        ASIMDFHM = dict(interest=7, implies="ASIMDHP"),
+    )
+    def conf_features_partial(self):
+        """Return a dictionary of supported CPU features by the platform,
+        and accumulate the rest of undefined options in `conf_features`,
+        the returned dict has same rules and notes in
+        class attribute `conf_features`, also its override
+        any options that been set in 'conf_features'.
+        """
+        if self.cc_noopt:
+            # optimization is disabled
+            return {}
+
+        on_x86 = self.cc_on_x86 or self.cc_on_x64
+        is_unix = self.cc_is_gcc or self.cc_is_clang
+
+        if on_x86 and is_unix: return dict(
+            SSE    = dict(flags="-msse"),
+            SSE2   = dict(flags="-msse2"),
+            SSE3   = dict(flags="-msse3"),
+            SSSE3  = dict(flags="-mssse3"),
+            SSE41  = dict(flags="-msse4.1"),
+            POPCNT = dict(flags="-mpopcnt"),
+            SSE42  = dict(flags="-msse4.2"),
+            AVX    = dict(flags="-mavx"),
+            F16C   = dict(flags="-mf16c"),
+            XOP    = dict(flags="-mxop"),
+            FMA4   = dict(flags="-mfma4"),
+            FMA3   = dict(flags="-mfma"),
+            AVX2   = dict(flags="-mavx2"),
+            AVX512F = dict(flags="-mavx512f -mno-mmx"),
+            AVX512CD = dict(flags="-mavx512cd"),
+            AVX512_KNL = dict(flags="-mavx512er -mavx512pf"),
+            AVX512_KNM = dict(
+                flags="-mavx5124fmaps -mavx5124vnniw -mavx512vpopcntdq"
+            ),
+            AVX512_SKX = dict(flags="-mavx512vl -mavx512bw -mavx512dq"),
+            AVX512_CLX = dict(flags="-mavx512vnni"),
+            AVX512_CNL = dict(flags="-mavx512ifma -mavx512vbmi"),
+            AVX512_ICL = dict(
+                flags="-mavx512vbmi2 -mavx512bitalg -mavx512vpopcntdq"
+            )
+        )
+        if on_x86 and self.cc_is_icc: return dict(
+            SSE    = dict(flags="-msse"),
+            SSE2   = dict(flags="-msse2"),
+            SSE3   = dict(flags="-msse3"),
+            SSSE3  = dict(flags="-mssse3"),
+            SSE41  = dict(flags="-msse4.1"),
+            POPCNT = {},
+            SSE42  = dict(flags="-msse4.2"),
+            AVX    = dict(flags="-mavx"),
+            F16C   = {},
+            XOP    = dict(disable="Intel Compiler doesn't support it"),
+            FMA4   = dict(disable="Intel Compiler doesn't support it"),
+            # Intel Compiler doesn't support AVX2 or FMA3 independently
+            FMA3 = dict(
+                implies="F16C AVX2", flags="-march=core-avx2"
+            ),
+            AVX2 = dict(implies="FMA3", flags="-march=core-avx2"),
+            # Intel Compiler doesn't support AVX512F or AVX512CD independently
+            AVX512F = dict(
+                implies="AVX2 AVX512CD", flags="-march=common-avx512"
+            ),
+            AVX512CD = dict(
+                implies="AVX2 AVX512F", flags="-march=common-avx512"
+            ),
+            AVX512_KNL = dict(flags="-xKNL"),
+            AVX512_KNM = dict(flags="-xKNM"),
+            AVX512_SKX = dict(flags="-xSKYLAKE-AVX512"),
+            AVX512_CLX = dict(flags="-xCASCADELAKE"),
+            AVX512_CNL = dict(flags="-xCANNONLAKE"),
+            AVX512_ICL = dict(flags="-xICELAKE-CLIENT"),
+        )
+        if on_x86 and self.cc_is_iccw: return dict(
+            SSE    = dict(flags="/arch:SSE"),
+            SSE2   = dict(flags="/arch:SSE2"),
+            SSE3   = dict(flags="/arch:SSE3"),
+            SSSE3  = dict(flags="/arch:SSSE3"),
+            SSE41  = dict(flags="/arch:SSE4.1"),
+            POPCNT = {},
+            SSE42  = dict(flags="/arch:SSE4.2"),
+            AVX    = dict(flags="/arch:AVX"),
+            F16C   = {},
+            XOP    = dict(disable="Intel Compiler doesn't support it"),
+            FMA4   = dict(disable="Intel Compiler doesn't support it"),
+            # Intel Compiler doesn't support FMA3 or AVX2 independently
+            FMA3 = dict(
+                implies="F16C AVX2", flags="/arch:CORE-AVX2"
+            ),
+            AVX2 = dict(
+                implies="FMA3", flags="/arch:CORE-AVX2"
+            ),
+            # Intel Compiler doesn't support AVX512F or AVX512CD independently
+            AVX512F = dict(
+                implies="AVX2 AVX512CD", flags="/Qx:COMMON-AVX512"
+            ),
+            AVX512CD = dict(
+                implies="AVX2 AVX512F", flags="/Qx:COMMON-AVX512"
+            ),
+            AVX512_KNL = dict(flags="/Qx:KNL"),
+            AVX512_KNM = dict(flags="/Qx:KNM"),
+            AVX512_SKX = dict(flags="/Qx:SKYLAKE-AVX512"),
+            AVX512_CLX = dict(flags="/Qx:CASCADELAKE"),
+            AVX512_CNL = dict(flags="/Qx:CANNONLAKE"),
+            AVX512_ICL = dict(flags="/Qx:ICELAKE-CLIENT")
+        )
+        if on_x86 and self.cc_is_msvc: return dict(
+            SSE = dict(flags="/arch:SSE") if self.cc_on_x86 else {},
+            SSE2 = dict(flags="/arch:SSE2") if self.cc_on_x86 else {},
+            SSE3   = {},
+            SSSE3  = {},
+            SSE41  = {},
+            POPCNT = dict(headers="nmmintrin.h"),
+            SSE42  = {},
+            AVX    = dict(flags="/arch:AVX"),
+            F16C   = {},
+            XOP    = dict(headers="ammintrin.h"),
+            FMA4   = dict(headers="ammintrin.h"),
+            # MSVC doesn't support FMA3 or AVX2 independently
+            FMA3 = dict(
+                implies="F16C AVX2", flags="/arch:AVX2"
+            ),
+            AVX2 = dict(
+                implies="F16C FMA3", flags="/arch:AVX2"
+            ),
+            # MSVC doesn't support AVX512F or AVX512CD independently,
+            # always generate instructions belong to (VL/VW/DQ)
+            AVX512F = dict(
+                implies="AVX2 AVX512CD AVX512_SKX", flags="/arch:AVX512"
+            ),
+            AVX512CD = dict(
+                implies="AVX512F AVX512_SKX", flags="/arch:AVX512"
+            ),
+            AVX512_KNL = dict(
+                disable="MSVC compiler doesn't support it"
+            ),
+            AVX512_KNM = dict(
+                disable="MSVC compiler doesn't support it"
+            ),
+            AVX512_SKX = dict(flags="/arch:AVX512"),
+            AVX512_CLX = {},
+            AVX512_CNL = {},
+            AVX512_ICL = {}
+        )
+
+        on_power = self.cc_on_ppc64le or self.cc_on_ppc64
+        if on_power:
+            partial = dict(
+                VSX = dict(
+                    implies=("VSX2" if self.cc_on_ppc64le else ""),
+                    flags="-mvsx"
+                ),
+                VSX2 = dict(
+                    flags="-mcpu=power8", implies_detect=False
+                ),
+                VSX3 = dict(
+                    flags="-mcpu=power9 -mtune=power9", implies_detect=False
+                ),
+                VSX4 = dict(
+                    flags="-mcpu=power10 -mtune=power10", implies_detect=False
+                )
+            )
+            if self.cc_is_clang:
+                partial["VSX"]["flags"]  = "-maltivec -mvsx"
+                partial["VSX2"]["flags"] = "-mpower8-vector"
+                partial["VSX3"]["flags"] = "-mpower9-vector"
+                partial["VSX4"]["flags"] = "-mpower10-vector"
+
+            return partial
+
+        on_zarch = self.cc_on_s390x
+        if on_zarch:
+            partial = dict(
+                VX = dict(
+                    flags="-march=arch11 -mzvector"
+                ),
+                VXE = dict(
+                    flags="-march=arch12", implies_detect=False
+                ),
+                VXE2 = dict(
+                    flags="-march=arch13", implies_detect=False
+                )
+            )
+
+            return partial
+
+
+        if self.cc_on_aarch64 and is_unix: return dict(
+            NEON = dict(
+                implies="NEON_FP16 NEON_VFPV4 ASIMD", autovec=True
+            ),
+            NEON_FP16 = dict(
+                implies="NEON NEON_VFPV4 ASIMD", autovec=True
+            ),
+            NEON_VFPV4 = dict(
+                implies="NEON NEON_FP16 ASIMD", autovec=True
+            ),
+            ASIMD = dict(
+                implies="NEON NEON_FP16 NEON_VFPV4", autovec=True
+            ),
+            ASIMDHP = dict(
+                flags="-march=armv8.2-a+fp16"
+            ),
+            ASIMDDP = dict(
+                flags="-march=armv8.2-a+dotprod"
+            ),
+            ASIMDFHM = dict(
+                flags="-march=armv8.2-a+fp16fml"
+            ),
+        )
+        if self.cc_on_armhf and is_unix: return dict(
+            NEON = dict(
+                flags="-mfpu=neon"
+            ),
+            NEON_FP16 = dict(
+                flags="-mfpu=neon-fp16 -mfp16-format=ieee"
+            ),
+            NEON_VFPV4 = dict(
+                flags="-mfpu=neon-vfpv4",
+            ),
+            ASIMD = dict(
+                flags="-mfpu=neon-fp-armv8 -march=armv8-a+simd",
+            ),
+            ASIMDHP = dict(
+                flags="-march=armv8.2-a+fp16"
+            ),
+            ASIMDDP = dict(
+                flags="-march=armv8.2-a+dotprod",
+            ),
+            ASIMDFHM = dict(
+                flags="-march=armv8.2-a+fp16fml"
+            )
+        )
+        # TODO: ARM MSVC
+        return {}
+
+    def __init__(self):
+        if self.conf_tmp_path is None:
+            import shutil
+            import tempfile
+            tmp = tempfile.mkdtemp()
+            def rm_temp():
+                try:
+                    shutil.rmtree(tmp)
+                except OSError:
+                    pass
+            atexit.register(rm_temp)
+            self.conf_tmp_path = tmp
+
+        if self.conf_cache_factors is None:
+            self.conf_cache_factors = [
+                os.path.getmtime(__file__),
+                self.conf_nocache
+            ]
+
+class _Distutils:
+    """A helper class that provides a collection of fundamental methods
+    implemented in a top of Python and NumPy Distutils.
+
+    The idea behind this class is to gather all methods that it may
+    need to override in case of reuse 'CCompilerOpt' in environment
+    different than of what NumPy has.
+
+    Parameters
+    ----------
+    ccompiler : `CCompiler`
+        The generate instance that returned from `distutils.ccompiler.new_compiler()`.
+    """
+    def __init__(self, ccompiler):
+        self._ccompiler = ccompiler
+
+    def dist_compile(self, sources, flags, ccompiler=None, **kwargs):
+        """Wrap CCompiler.compile()"""
+        assert(isinstance(sources, list))
+        assert(isinstance(flags, list))
+        flags = kwargs.pop("extra_postargs", []) + flags
+        if not ccompiler:
+            ccompiler = self._ccompiler
+
+        return ccompiler.compile(sources, extra_postargs=flags, **kwargs)
+
+    def dist_test(self, source, flags, macros=[]):
+        """Return True if 'CCompiler.compile()' able to compile
+        a source file with certain flags.
+        """
+        assert(isinstance(source, str))
+        from distutils.errors import CompileError
+        cc = self._ccompiler;
+        bk_spawn = getattr(cc, 'spawn', None)
+        if bk_spawn:
+            cc_type = getattr(self._ccompiler, "compiler_type", "")
+            if cc_type in ("msvc",):
+                setattr(cc, 'spawn', self._dist_test_spawn_paths)
+            else:
+                setattr(cc, 'spawn', self._dist_test_spawn)
+        test = False
+        try:
+            self.dist_compile(
+                [source], flags, macros=macros, output_dir=self.conf_tmp_path
+            )
+            test = True
+        except CompileError as e:
+            self.dist_log(str(e), stderr=True)
+        if bk_spawn:
+            setattr(cc, 'spawn', bk_spawn)
+        return test
+
+    def dist_info(self):
+        """
+        Return a tuple containing info about (platform, compiler, extra_args),
+        required by the abstract class '_CCompiler' for discovering the
+        platform environment. This is also used as a cache factor in order
+        to detect any changes happening from outside.
+        """
+        if hasattr(self, "_dist_info"):
+            return self._dist_info
+
+        cc_type = getattr(self._ccompiler, "compiler_type", '')
+        if cc_type in ("intelem", "intelemw"):
+            platform = "x86_64"
+        elif cc_type in ("intel", "intelw", "intele"):
+            platform = "x86"
+        else:
+            from distutils.util import get_platform
+            platform = get_platform()
+
+        cc_info = getattr(self._ccompiler, "compiler", getattr(self._ccompiler, "compiler_so", ''))
+        if not cc_type or cc_type == "unix":
+            if hasattr(cc_info, "__iter__"):
+                compiler = cc_info[0]
+            else:
+                compiler = str(cc_info)
+        else:
+            compiler = cc_type
+
+        if hasattr(cc_info, "__iter__") and len(cc_info) > 1:
+            extra_args = ' '.join(cc_info[1:])
+        else:
+            extra_args  = os.environ.get("CFLAGS", "")
+            extra_args += os.environ.get("CPPFLAGS", "")
+
+        self._dist_info = (platform, compiler, extra_args)
+        return self._dist_info
+
+    @staticmethod
+    def dist_error(*args):
+        """Raise a compiler error"""
+        from distutils.errors import CompileError
+        raise CompileError(_Distutils._dist_str(*args))
+
+    @staticmethod
+    def dist_fatal(*args):
+        """Raise a distutils error"""
+        from distutils.errors import DistutilsError
+        raise DistutilsError(_Distutils._dist_str(*args))
+
+    @staticmethod
+    def dist_log(*args, stderr=False):
+        """Print a console message"""
+        from numpy.distutils import log
+        out = _Distutils._dist_str(*args)
+        if stderr:
+            log.warn(out)
+        else:
+            log.info(out)
+
+    @staticmethod
+    def dist_load_module(name, path):
+        """Load a module from file, required by the abstract class '_Cache'."""
+        from .misc_util import exec_mod_from_location
+        try:
+            return exec_mod_from_location(name, path)
+        except Exception as e:
+            _Distutils.dist_log(e, stderr=True)
+        return None
+
+    @staticmethod
+    def _dist_str(*args):
+        """Return a string to print by log and errors."""
+        def to_str(arg):
+            if not isinstance(arg, str) and hasattr(arg, '__iter__'):
+                ret = []
+                for a in arg:
+                    ret.append(to_str(a))
+                return '('+ ' '.join(ret) + ')'
+            return str(arg)
+
+        stack = inspect.stack()[2]
+        start = "CCompilerOpt.%s[%d] : " % (stack.function, stack.lineno)
+        out = ' '.join([
+            to_str(a)
+            for a in (*args,)
+        ])
+        return start + out
+
+    def _dist_test_spawn_paths(self, cmd, display=None):
+        """
+        Fix msvc SDK ENV path same as distutils do
+        without it we get c1: fatal error C1356: unable to find mspdbcore.dll
+        """
+        if not hasattr(self._ccompiler, "_paths"):
+            self._dist_test_spawn(cmd)
+            return
+        old_path = os.getenv("path")
+        try:
+            os.environ["path"] = self._ccompiler._paths
+            self._dist_test_spawn(cmd)
+        finally:
+            os.environ["path"] = old_path
+
+    _dist_warn_regex = re.compile(
+        # intel and msvc compilers don't raise
+        # fatal errors when flags are wrong or unsupported
+        ".*("
+        "warning D9002|"  # msvc, it should be work with any language.
+        "invalid argument for option" # intel
+        ").*"
+    )
+    @staticmethod
+    def _dist_test_spawn(cmd, display=None):
+        try:
+            o = subprocess.check_output(cmd, stderr=subprocess.STDOUT,
+                                        universal_newlines=True)
+            if o and re.match(_Distutils._dist_warn_regex, o):
+                _Distutils.dist_error(
+                    "Flags in command", cmd ,"aren't supported by the compiler"
+                    ", output -> \n%s" % o
+                )
+        except subprocess.CalledProcessError as exc:
+            o = exc.output
+            s = exc.returncode
+        except OSError as e:
+            o = e
+            s = 127
+        else:
+            return None
+        _Distutils.dist_error(
+            "Command", cmd, "failed with exit status %d output -> \n%s" % (
+            s, o
+        ))
+
+_share_cache = {}
+class _Cache:
+    """An abstract class handles caching functionality, provides two
+    levels of caching, in-memory by share instances attributes among
+    each other and by store attributes into files.
+
+    **Note**:
+        any attributes that start with ``_`` or ``conf_`` will be ignored.
+
+    Parameters
+    ----------
+    cache_path : str or None
+        The path of cache file, if None then cache in file will disabled.
+
+    *factors :
+        The caching factors that need to utilize next to `conf_cache_factors`.
+
+    Attributes
+    ----------
+    cache_private : set
+        Hold the attributes that need be skipped from "in-memory cache".
+
+    cache_infile : bool
+        Utilized during initializing this class, to determine if the cache was able
+        to loaded from the specified cache path in 'cache_path'.
+    """
+
+    # skip attributes from cache
+    _cache_ignore = re.compile("^(_|conf_)")
+
+    def __init__(self, cache_path=None, *factors):
+        self.cache_me = {}
+        self.cache_private = set()
+        self.cache_infile = False
+        self._cache_path = None
+
+        if self.conf_nocache:
+            self.dist_log("cache is disabled by `Config`")
+            return
+
+        self._cache_hash = self.cache_hash(*factors, *self.conf_cache_factors)
+        self._cache_path = cache_path
+        if cache_path:
+            if os.path.exists(cache_path):
+                self.dist_log("load cache from file ->", cache_path)
+                cache_mod = self.dist_load_module("cache", cache_path)
+                if not cache_mod:
+                    self.dist_log(
+                        "unable to load the cache file as a module",
+                        stderr=True
+                    )
+                elif not hasattr(cache_mod, "hash") or \
+                     not hasattr(cache_mod, "data"):
+                    self.dist_log("invalid cache file", stderr=True)
+                elif self._cache_hash == cache_mod.hash:
+                    self.dist_log("hit the file cache")
+                    for attr, val in cache_mod.data.items():
+                        setattr(self, attr, val)
+                    self.cache_infile = True
+                else:
+                    self.dist_log("miss the file cache")
+
+        if not self.cache_infile:
+            other_cache = _share_cache.get(self._cache_hash)
+            if other_cache:
+                self.dist_log("hit the memory cache")
+                for attr, val in other_cache.__dict__.items():
+                    if attr in other_cache.cache_private or \
+                               re.match(self._cache_ignore, attr):
+                        continue
+                    setattr(self, attr, val)
+
+        _share_cache[self._cache_hash] = self
+        atexit.register(self.cache_flush)
+
+    def __del__(self):
+        for h, o in _share_cache.items():
+            if o == self:
+                _share_cache.pop(h)
+                break
+
+    def cache_flush(self):
+        """
+        Force update the cache.
+        """
+        if not self._cache_path:
+            return
+        # TODO: don't write if the cache doesn't change
+        self.dist_log("write cache to path ->", self._cache_path)
+        cdict = self.__dict__.copy()
+        for attr in self.__dict__.keys():
+            if re.match(self._cache_ignore, attr):
+                cdict.pop(attr)
+
+        d = os.path.dirname(self._cache_path)
+        if not os.path.exists(d):
+            os.makedirs(d)
+
+        repr_dict = pprint.pformat(cdict, compact=True)
+        with open(self._cache_path, "w") as f:
+            f.write(textwrap.dedent("""\
+            # AUTOGENERATED DON'T EDIT
+            # Please make changes to the code generator \
+            (distutils/ccompiler_opt.py)
+            hash = {}
+            data = \\
+            """).format(self._cache_hash))
+            f.write(repr_dict)
+
+    def cache_hash(self, *factors):
+        # is there a built-in non-crypto hash?
+        # sdbm
+        chash = 0
+        for f in factors:
+            for char in str(f):
+                chash  = ord(char) + (chash << 6) + (chash << 16) - chash
+                chash &= 0xFFFFFFFF
+        return chash
+
+    @staticmethod
+    def me(cb):
+        """
+        A static method that can be treated as a decorator to
+        dynamically cache certain methods.
+        """
+        def cache_wrap_me(self, *args, **kwargs):
+            # good for normal args
+            cache_key = str((
+                cb.__name__, *args, *kwargs.keys(), *kwargs.values()
+            ))
+            if cache_key in self.cache_me:
+                return self.cache_me[cache_key]
+            ccb = cb(self, *args, **kwargs)
+            self.cache_me[cache_key] = ccb
+            return ccb
+        return cache_wrap_me
+
+class _CCompiler:
+    """A helper class for `CCompilerOpt` containing all utilities that
+    related to the fundamental compiler's functions.
+
+    Attributes
+    ----------
+    cc_on_x86 : bool
+        True when the target architecture is 32-bit x86
+    cc_on_x64 : bool
+        True when the target architecture is 64-bit x86
+    cc_on_ppc64 : bool
+        True when the target architecture is 64-bit big-endian powerpc
+    cc_on_ppc64le : bool
+        True when the target architecture is 64-bit litle-endian powerpc
+    cc_on_s390x : bool
+        True when the target architecture is IBM/ZARCH on linux
+    cc_on_armhf : bool
+        True when the target architecture is 32-bit ARMv7+
+    cc_on_aarch64 : bool
+        True when the target architecture is 64-bit Armv8-a+
+    cc_on_noarch : bool
+        True when the target architecture is unknown or not supported
+    cc_is_gcc : bool
+        True if the compiler is GNU or
+        if the compiler is unknown
+    cc_is_clang : bool
+        True if the compiler is Clang
+    cc_is_icc : bool
+        True if the compiler is Intel compiler (unix like)
+    cc_is_iccw : bool
+        True if the compiler is Intel compiler (msvc like)
+    cc_is_nocc : bool
+        True if the compiler isn't supported directly,
+        Note: that cause a fail-back to gcc
+    cc_has_debug : bool
+        True if the compiler has debug flags
+    cc_has_native : bool
+        True if the compiler has native flags
+    cc_noopt : bool
+        True if the compiler has definition 'DISABLE_OPT*',
+        or 'cc_on_noarch' is True
+    cc_march : str
+        The target architecture name, or "unknown" if
+        the architecture isn't supported
+    cc_name : str
+        The compiler name, or "unknown" if the compiler isn't supported
+    cc_flags : dict
+        Dictionary containing the initialized flags of `_Config.conf_cc_flags`
+    """
+    def __init__(self):
+        if hasattr(self, "cc_is_cached"):
+            return
+        #      attr            regex        compiler-expression
+        detect_arch = (
+            ("cc_on_x64",      ".*(x|x86_|amd)64.*", ""),
+            ("cc_on_x86",      ".*(win32|x86|i386|i686).*", ""),
+            ("cc_on_ppc64le",  ".*(powerpc|ppc)64(el|le).*", ""),
+            ("cc_on_ppc64",    ".*(powerpc|ppc)64.*", ""),
+            ("cc_on_aarch64",  ".*(aarch64|arm64).*", ""),
+            ("cc_on_armhf",    ".*arm.*", "defined(__ARM_ARCH_7__) || "
+                                          "defined(__ARM_ARCH_7A__)"),
+            ("cc_on_s390x",    ".*s390x.*", ""),
+            # undefined platform
+            ("cc_on_noarch",   "", ""),
+        )
+        detect_compiler = (
+            ("cc_is_gcc",     r".*(gcc|gnu\-g).*", ""),
+            ("cc_is_clang",    ".*clang.*", ""),
+            # intel msvc like
+            ("cc_is_iccw",     ".*(intelw|intelemw|iccw).*", ""),
+            ("cc_is_icc",      ".*(intel|icc).*", ""),  # intel unix like
+            ("cc_is_msvc",     ".*msvc.*", ""),
+            # undefined compiler will be treat it as gcc
+            ("cc_is_nocc",     "", ""),
+        )
+        detect_args = (
+           ("cc_has_debug",  ".*(O0|Od|ggdb|coverage|debug:full).*", ""),
+           ("cc_has_native", ".*(-march=native|-xHost|/QxHost).*", ""),
+           # in case if the class run with -DNPY_DISABLE_OPTIMIZATION
+           ("cc_noopt", ".*DISABLE_OPT.*", ""),
+        )
+
+        dist_info = self.dist_info()
+        platform, compiler_info, extra_args = dist_info
+        # set False to all attrs
+        for section in (detect_arch, detect_compiler, detect_args):
+            for attr, rgex, cexpr in section:
+                setattr(self, attr, False)
+
+        for detect, searchin in ((detect_arch, platform), (detect_compiler, compiler_info)):
+            for attr, rgex, cexpr in detect:
+                if rgex and not re.match(rgex, searchin, re.IGNORECASE):
+                    continue
+                if cexpr and not self.cc_test_cexpr(cexpr):
+                    continue
+                setattr(self, attr, True)
+                break
+
+        for attr, rgex, cexpr in detect_args:
+            if rgex and not re.match(rgex, extra_args, re.IGNORECASE):
+                continue
+            if cexpr and not self.cc_test_cexpr(cexpr):
+                continue
+            setattr(self, attr, True)
+
+        if self.cc_on_noarch:
+            self.dist_log(
+                "unable to detect CPU architecture which lead to disable the optimization. "
+                f"check dist_info:<<\n{dist_info}\n>>",
+                stderr=True
+            )
+            self.cc_noopt = True
+
+        if self.conf_noopt:
+            self.dist_log("Optimization is disabled by the Config", stderr=True)
+            self.cc_noopt = True
+
+        if self.cc_is_nocc:
+            """
+            mingw can be treated as a gcc, and also xlc even if it based on clang,
+            but still has the same gcc optimization flags.
+            """
+            self.dist_log(
+                "unable to detect compiler type which leads to treating it as GCC. "
+                "this is a normal behavior if you're using gcc-like compiler such as MinGW or IBM/XLC."
+                f"check dist_info:<<\n{dist_info}\n>>",
+                stderr=True
+            )
+            self.cc_is_gcc = True
+
+        self.cc_march = "unknown"
+        for arch in ("x86", "x64", "ppc64", "ppc64le",
+                     "armhf", "aarch64", "s390x"):
+            if getattr(self, "cc_on_" + arch):
+                self.cc_march = arch
+                break
+
+        self.cc_name = "unknown"
+        for name in ("gcc", "clang", "iccw", "icc", "msvc"):
+            if getattr(self, "cc_is_" + name):
+                self.cc_name = name
+                break
+
+        self.cc_flags = {}
+        compiler_flags = self.conf_cc_flags.get(self.cc_name)
+        if compiler_flags is None:
+            self.dist_fatal(
+                "undefined flag for compiler '%s', "
+                "leave an empty dict instead" % self.cc_name
+            )
+        for name, flags in compiler_flags.items():
+            self.cc_flags[name] = nflags = []
+            if flags:
+                assert(isinstance(flags, str))
+                flags = flags.split()
+                for f in flags:
+                    if self.cc_test_flags([f]):
+                        nflags.append(f)
+
+        self.cc_is_cached = True
+
+    @_Cache.me
+    def cc_test_flags(self, flags):
+        """
+        Returns True if the compiler supports 'flags'.
+        """
+        assert(isinstance(flags, list))
+        self.dist_log("testing flags", flags)
+        test_path = os.path.join(self.conf_check_path, "test_flags.c")
+        test = self.dist_test(test_path, flags)
+        if not test:
+            self.dist_log("testing failed", stderr=True)
+        return test
+
+    @_Cache.me
+    def cc_test_cexpr(self, cexpr, flags=[]):
+        """
+        Same as the above but supports compile-time expressions.
+        """
+        self.dist_log("testing compiler expression", cexpr)
+        test_path = os.path.join(self.conf_tmp_path, "npy_dist_test_cexpr.c")
+        with open(test_path, "w") as fd:
+            fd.write(textwrap.dedent(f"""\
+               #if !({cexpr})
+                   #error "unsupported expression"
+               #endif
+               int dummy;
+            """))
+        test = self.dist_test(test_path, flags)
+        if not test:
+            self.dist_log("testing failed", stderr=True)
+        return test
+
+    def cc_normalize_flags(self, flags):
+        """
+        Remove the conflicts that caused due gathering implied features flags.
+
+        Parameters
+        ----------
+        'flags' list, compiler flags
+            flags should be sorted from the lowest to the highest interest.
+
+        Returns
+        -------
+        list, filtered from any conflicts.
+
+        Examples
+        --------
+        >>> self.cc_normalize_flags(['-march=armv8.2-a+fp16', '-march=armv8.2-a+dotprod'])
+        ['armv8.2-a+fp16+dotprod']
+
+        >>> self.cc_normalize_flags(
+            ['-msse', '-msse2', '-msse3', '-mssse3', '-msse4.1', '-msse4.2', '-mavx', '-march=core-avx2']
+        )
+        ['-march=core-avx2']
+        """
+        assert(isinstance(flags, list))
+        if self.cc_is_gcc or self.cc_is_clang or self.cc_is_icc:
+            return self._cc_normalize_unix(flags)
+
+        if self.cc_is_msvc or self.cc_is_iccw:
+            return self._cc_normalize_win(flags)
+        return flags
+
+    _cc_normalize_unix_mrgx = re.compile(
+        # 1- to check the highest of
+        r"^(-mcpu=|-march=|-x[A-Z0-9\-])"
+    )
+    _cc_normalize_unix_frgx = re.compile(
+        # 2- to remove any flags starts with
+        # -march, -mcpu, -x(INTEL) and '-m' without '='
+        r"^(?!(-mcpu=|-march=|-x[A-Z0-9\-]|-m[a-z0-9\-\.]*.$))|"
+        # exclude:
+        r"(?:-mzvector)"
+    )
+    _cc_normalize_unix_krgx = re.compile(
+        # 3- keep only the highest of
+        r"^(-mfpu|-mtune)"
+    )
+    _cc_normalize_arch_ver = re.compile(
+        r"[0-9.]"
+    )
+    def _cc_normalize_unix(self, flags):
+        def ver_flags(f):
+            #        arch ver  subflag
+            # -march=armv8.2-a+fp16fml
+            tokens = f.split('+')
+            ver = float('0' + ''.join(
+                re.findall(self._cc_normalize_arch_ver, tokens[0])
+            ))
+            return ver, tokens[0], tokens[1:]
+
+        if len(flags) <= 1:
+            return flags
+        # get the highest matched flag
+        for i, cur_flag in enumerate(reversed(flags)):
+            if not re.match(self._cc_normalize_unix_mrgx, cur_flag):
+                continue
+            lower_flags = flags[:-(i+1)]
+            upper_flags = flags[-i:]
+            filterd = list(filter(
+                self._cc_normalize_unix_frgx.search, lower_flags
+            ))
+            # gather subflags
+            ver, arch, subflags = ver_flags(cur_flag)
+            if ver > 0 and len(subflags) > 0:
+                for xflag in lower_flags:
+                    xver, _, xsubflags = ver_flags(xflag)
+                    if ver == xver:
+                        subflags = xsubflags + subflags
+                cur_flag = arch + '+' + '+'.join(subflags)
+
+            flags = filterd + [cur_flag]
+            if i > 0:
+                flags += upper_flags
+            break
+
+        # to remove overridable flags
+        final_flags = []
+        matched = set()
+        for f in reversed(flags):
+            match = re.match(self._cc_normalize_unix_krgx, f)
+            if not match:
+                pass
+            elif match[0] in matched:
+                continue
+            else:
+                matched.add(match[0])
+            final_flags.insert(0, f)
+        return final_flags
+
+    _cc_normalize_win_frgx = re.compile(
+        r"^(?!(/arch\:|/Qx\:))"
+    )
+    _cc_normalize_win_mrgx = re.compile(
+        r"^(/arch|/Qx:)"
+    )
+    def _cc_normalize_win(self, flags):
+        for i, f in enumerate(reversed(flags)):
+            if not re.match(self._cc_normalize_win_mrgx, f):
+                continue
+            i += 1
+            return list(filter(
+                self._cc_normalize_win_frgx.search, flags[:-i]
+            )) + flags[-i:]
+        return flags
+
+class _Feature:
+    """A helper class for `CCompilerOpt` that managing CPU features.
+
+    Attributes
+    ----------
+    feature_supported : dict
+        Dictionary containing all CPU features that supported
+        by the platform, according to the specified values in attribute
+        `_Config.conf_features` and `_Config.conf_features_partial()`
+
+    feature_min : set
+        The minimum support of CPU features, according to
+        the specified values in attribute `_Config.conf_min_features`.
+    """
+    def __init__(self):
+        if hasattr(self, "feature_is_cached"):
+            return
+        self.feature_supported = pfeatures = self.conf_features_partial()
+        for feature_name in list(pfeatures.keys()):
+            feature  = pfeatures[feature_name]
+            cfeature = self.conf_features[feature_name]
+            feature.update({
+                k:v for k,v in cfeature.items() if k not in feature
+            })
+            disabled = feature.get("disable")
+            if disabled is not None:
+                pfeatures.pop(feature_name)
+                self.dist_log(
+                    "feature '%s' is disabled," % feature_name,
+                    disabled, stderr=True
+                )
+                continue
+            # list is used internally for these options
+            for option in (
+                "implies", "group", "detect", "headers", "flags", "extra_checks"
+            ) :
+                oval = feature.get(option)
+                if isinstance(oval, str):
+                    feature[option] = oval.split()
+
+        self.feature_min = set()
+        min_f = self.conf_min_features.get(self.cc_march, "")
+        for F in min_f.upper().split():
+            if F in self.feature_supported:
+                self.feature_min.add(F)
+
+        self.feature_is_cached = True
+
+    def feature_names(self, names=None, force_flags=None, macros=[]):
+        """
+        Returns a set of CPU feature names that supported by platform and the **C** compiler.
+
+        Parameters
+        ----------
+        names : sequence or None, optional
+            Specify certain CPU features to test it against the **C** compiler.
+            if None(default), it will test all current supported features.
+            **Note**: feature names must be in upper-case.
+
+        force_flags : list or None, optional
+            If None(default), default compiler flags for every CPU feature will
+            be used during the test.
+
+        macros : list of tuples, optional
+            A list of C macro definitions.
+        """
+        assert(
+            names is None or (
+                not isinstance(names, str) and
+                hasattr(names, "__iter__")
+            )
+        )
+        assert(force_flags is None or isinstance(force_flags, list))
+        if names is None:
+            names = self.feature_supported.keys()
+        supported_names = set()
+        for f in names:
+            if self.feature_is_supported(
+                f, force_flags=force_flags, macros=macros
+            ):
+                supported_names.add(f)
+        return supported_names
+
+    def feature_is_exist(self, name):
+        """
+        Returns True if a certain feature is exist and covered within
+        `_Config.conf_features`.
+
+        Parameters
+        ----------
+        'name': str
+            feature name in uppercase.
+        """
+        assert(name.isupper())
+        return name in self.conf_features
+
+    def feature_sorted(self, names, reverse=False):
+        """
+        Sort a list of CPU features ordered by the lowest interest.
+
+        Parameters
+        ----------
+        'names': sequence
+            sequence of supported feature names in uppercase.
+        'reverse': bool, optional
+            If true, the sorted features is reversed. (highest interest)
+
+        Returns
+        -------
+        list, sorted CPU features
+        """
+        def sort_cb(k):
+            if isinstance(k, str):
+                return self.feature_supported[k]["interest"]
+            # multiple features
+            rank = max([self.feature_supported[f]["interest"] for f in k])
+            # FIXME: that's not a safe way to increase the rank for
+            # multi targets
+            rank += len(k) -1
+            return rank
+        return sorted(names, reverse=reverse, key=sort_cb)
+
+    def feature_implies(self, names, keep_origins=False):
+        """
+        Return a set of CPU features that implied by 'names'
+
+        Parameters
+        ----------
+        names : str or sequence of str
+            CPU feature name(s) in uppercase.
+
+        keep_origins : bool
+            if False(default) then the returned set will not contain any
+            features from 'names'. This case happens only when two features
+            imply each other.
+
+        Examples
+        --------
+        >>> self.feature_implies("SSE3")
+        {'SSE', 'SSE2'}
+        >>> self.feature_implies("SSE2")
+        {'SSE'}
+        >>> self.feature_implies("SSE2", keep_origins=True)
+        # 'SSE2' found here since 'SSE' and 'SSE2' imply each other
+        {'SSE', 'SSE2'}
+        """
+        def get_implies(name, _caller=set()):
+            implies = set()
+            d = self.feature_supported[name]
+            for i in d.get("implies", []):
+                implies.add(i)
+                if i in _caller:
+                    # infinity recursive guard since
+                    # features can imply each other
+                    continue
+                _caller.add(name)
+                implies = implies.union(get_implies(i, _caller))
+            return implies
+
+        if isinstance(names, str):
+            implies = get_implies(names)
+            names = [names]
+        else:
+            assert(hasattr(names, "__iter__"))
+            implies = set()
+            for n in names:
+                implies = implies.union(get_implies(n))
+        if not keep_origins:
+            implies.difference_update(names)
+        return implies
+
+    def feature_implies_c(self, names):
+        """same as feature_implies() but combining 'names'"""
+        if isinstance(names, str):
+            names = set((names,))
+        else:
+            names = set(names)
+        return names.union(self.feature_implies(names))
+
+    def feature_ahead(self, names):
+        """
+        Return list of features in 'names' after remove any
+        implied features and keep the origins.
+
+        Parameters
+        ----------
+        'names': sequence
+            sequence of CPU feature names in uppercase.
+
+        Returns
+        -------
+        list of CPU features sorted as-is 'names'
+
+        Examples
+        --------
+        >>> self.feature_ahead(["SSE2", "SSE3", "SSE41"])
+        ["SSE41"]
+        # assume AVX2 and FMA3 implies each other and AVX2
+        # is the highest interest
+        >>> self.feature_ahead(["SSE2", "SSE3", "SSE41", "AVX2", "FMA3"])
+        ["AVX2"]
+        # assume AVX2 and FMA3 don't implies each other
+        >>> self.feature_ahead(["SSE2", "SSE3", "SSE41", "AVX2", "FMA3"])
+        ["AVX2", "FMA3"]
+        """
+        assert(
+            not isinstance(names, str)
+            and hasattr(names, '__iter__')
+        )
+        implies = self.feature_implies(names, keep_origins=True)
+        ahead = [n for n in names if n not in implies]
+        if len(ahead) == 0:
+            # return the highest interested feature
+            # if all features imply each other
+            ahead = self.feature_sorted(names, reverse=True)[:1]
+        return ahead
+
+    def feature_untied(self, names):
+        """
+        same as 'feature_ahead()' but if both features implied each other
+        and keep the highest interest.
+
+        Parameters
+        ----------
+        'names': sequence
+            sequence of CPU feature names in uppercase.
+
+        Returns
+        -------
+        list of CPU features sorted as-is 'names'
+
+        Examples
+        --------
+        >>> self.feature_untied(["SSE2", "SSE3", "SSE41"])
+        ["SSE2", "SSE3", "SSE41"]
+        # assume AVX2 and FMA3 implies each other
+        >>> self.feature_untied(["SSE2", "SSE3", "SSE41", "FMA3", "AVX2"])
+        ["SSE2", "SSE3", "SSE41", "AVX2"]
+        """
+        assert(
+            not isinstance(names, str)
+            and hasattr(names, '__iter__')
+        )
+        final = []
+        for n in names:
+            implies = self.feature_implies(n)
+            tied = [
+                nn for nn in final
+                if nn in implies and n in self.feature_implies(nn)
+            ]
+            if tied:
+                tied = self.feature_sorted(tied + [n])
+                if n not in tied[1:]:
+                    continue
+                final.remove(tied[:1][0])
+            final.append(n)
+        return final
+
+    def feature_get_til(self, names, keyisfalse):
+        """
+        same as `feature_implies_c()` but stop collecting implied
+        features when feature's option that provided through
+        parameter 'keyisfalse' is False, also sorting the returned
+        features.
+        """
+        def til(tnames):
+            # sort from highest to lowest interest then cut if "key" is False
+            tnames = self.feature_implies_c(tnames)
+            tnames = self.feature_sorted(tnames, reverse=True)
+            for i, n in enumerate(tnames):
+                if not self.feature_supported[n].get(keyisfalse, True):
+                    tnames = tnames[:i+1]
+                    break
+            return tnames
+
+        if isinstance(names, str) or len(names) <= 1:
+            names = til(names)
+            # normalize the sort
+            names.reverse()
+            return names
+
+        names = self.feature_ahead(names)
+        names = {t for n in names for t in til(n)}
+        return self.feature_sorted(names)
+
+    def feature_detect(self, names):
+        """
+        Return a list of CPU features that required to be detected
+        sorted from the lowest to highest interest.
+        """
+        names = self.feature_get_til(names, "implies_detect")
+        detect = []
+        for n in names:
+            d = self.feature_supported[n]
+            detect += d.get("detect", d.get("group", [n]))
+        return detect
+
+    @_Cache.me
+    def feature_flags(self, names):
+        """
+        Return a list of CPU features flags sorted from the lowest
+        to highest interest.
+        """
+        names = self.feature_sorted(self.feature_implies_c(names))
+        flags = []
+        for n in names:
+            d = self.feature_supported[n]
+            f = d.get("flags", [])
+            if not f or not self.cc_test_flags(f):
+                continue
+            flags += f
+        return self.cc_normalize_flags(flags)
+
+    @_Cache.me
+    def feature_test(self, name, force_flags=None, macros=[]):
+        """
+        Test a certain CPU feature against the compiler through its own
+        check file.
+
+        Parameters
+        ----------
+        name : str
+            Supported CPU feature name.
+
+        force_flags : list or None, optional
+            If None(default), the returned flags from `feature_flags()`
+            will be used.
+
+        macros : list of tuples, optional
+            A list of C macro definitions.
+        """
+        if force_flags is None:
+            force_flags = self.feature_flags(name)
+
+        self.dist_log(
+            "testing feature '%s' with flags (%s)" % (
+            name, ' '.join(force_flags)
+        ))
+        # Each CPU feature must have C source code contains at
+        # least one intrinsic or instruction related to this feature.
+        test_path = os.path.join(
+            self.conf_check_path, "cpu_%s.c" % name.lower()
+        )
+        if not os.path.exists(test_path):
+            self.dist_fatal("feature test file is not exist", test_path)
+
+        test = self.dist_test(
+            test_path, force_flags + self.cc_flags["werror"], macros=macros
+        )
+        if not test:
+            self.dist_log("testing failed", stderr=True)
+        return test
+
+    @_Cache.me
+    def feature_is_supported(self, name, force_flags=None, macros=[]):
+        """
+        Check if a certain CPU feature is supported by the platform and compiler.
+
+        Parameters
+        ----------
+        name : str
+            CPU feature name in uppercase.
+
+        force_flags : list or None, optional
+            If None(default), default compiler flags for every CPU feature will
+            be used during test.
+
+        macros : list of tuples, optional
+            A list of C macro definitions.
+        """
+        assert(name.isupper())
+        assert(force_flags is None or isinstance(force_flags, list))
+
+        supported = name in self.feature_supported
+        if supported:
+            for impl in self.feature_implies(name):
+                if not self.feature_test(impl, force_flags, macros=macros):
+                    return False
+            if not self.feature_test(name, force_flags, macros=macros):
+                return False
+        return supported
+
+    @_Cache.me
+    def feature_can_autovec(self, name):
+        """
+        check if the feature can be auto-vectorized by the compiler
+        """
+        assert(isinstance(name, str))
+        d = self.feature_supported[name]
+        can = d.get("autovec", None)
+        if can is None:
+            valid_flags = [
+                self.cc_test_flags([f]) for f in d.get("flags", [])
+            ]
+            can = valid_flags and any(valid_flags)
+        return can
+
+    @_Cache.me
+    def feature_extra_checks(self, name):
+        """
+        Return a list of supported extra checks after testing them against
+        the compiler.
+
+        Parameters
+        ----------
+        names : str
+            CPU feature name in uppercase.
+        """
+        assert isinstance(name, str)
+        d = self.feature_supported[name]
+        extra_checks = d.get("extra_checks", [])
+        if not extra_checks:
+            return []
+
+        self.dist_log("Testing extra checks for feature '%s'" % name, extra_checks)
+        flags = self.feature_flags(name)
+        available = []
+        not_available = []
+        for chk in extra_checks:
+            test_path = os.path.join(
+                self.conf_check_path, "extra_%s.c" % chk.lower()
+            )
+            if not os.path.exists(test_path):
+                self.dist_fatal("extra check file does not exist", test_path)
+
+            is_supported = self.dist_test(test_path, flags + self.cc_flags["werror"])
+            if is_supported:
+                available.append(chk)
+            else:
+                not_available.append(chk)
+
+        if not_available:
+            self.dist_log("testing failed for checks", not_available, stderr=True)
+        return available
+
+
+    def feature_c_preprocessor(self, feature_name, tabs=0):
+        """
+        Generate C preprocessor definitions and include headers of a CPU feature.
+
+        Parameters
+        ----------
+        'feature_name': str
+            CPU feature name in uppercase.
+        'tabs': int
+            if > 0, align the generated strings to the right depend on number of tabs.
+
+        Returns
+        -------
+        str, generated C preprocessor
+
+        Examples
+        --------
+        >>> self.feature_c_preprocessor("SSE3")
+        /** SSE3 **/
+        #define NPY_HAVE_SSE3 1
+        #include <pmmintrin.h>
+        """
+        assert(feature_name.isupper())
+        feature = self.feature_supported.get(feature_name)
+        assert(feature is not None)
+
+        prepr = [
+            "/** %s **/" % feature_name,
+            "#define %sHAVE_%s 1" % (self.conf_c_prefix, feature_name)
+        ]
+        prepr += [
+            "#include <%s>" % h for h in feature.get("headers", [])
+        ]
+
+        extra_defs = feature.get("group", [])
+        extra_defs += self.feature_extra_checks(feature_name)
+        for edef in extra_defs:
+            # Guard extra definitions in case of duplicate with
+            # another feature
+            prepr += [
+                "#ifndef %sHAVE_%s" % (self.conf_c_prefix, edef),
+                "\t#define %sHAVE_%s 1" % (self.conf_c_prefix, edef),
+                "#endif",
+            ]
+
+        if tabs > 0:
+            prepr = [('\t'*tabs) + l for l in prepr]
+        return '\n'.join(prepr)
+
+class _Parse:
+    """A helper class that parsing main arguments of `CCompilerOpt`,
+    also parsing configuration statements in dispatch-able sources.
+
+    Parameters
+    ----------
+    cpu_baseline : str or None
+        minimal set of required CPU features or special options.
+
+    cpu_dispatch : str or None
+        dispatched set of additional CPU features or special options.
+
+    Special options can be:
+        - **MIN**: Enables the minimum CPU features that utilized via `_Config.conf_min_features`
+        - **MAX**: Enables all supported CPU features by the Compiler and platform.
+        - **NATIVE**: Enables all CPU features that supported by the current machine.
+        - **NONE**: Enables nothing
+        - **Operand +/-**: remove or add features, useful with options **MAX**, **MIN** and **NATIVE**.
+            NOTE: operand + is only added for nominal reason.
+
+    NOTES:
+        - Case-insensitive among all CPU features and special options.
+        - Comma or space can be used as a separator.
+        - If the CPU feature is not supported by the user platform or compiler,
+          it will be skipped rather than raising a fatal error.
+        - Any specified CPU features to 'cpu_dispatch' will be skipped if its part of CPU baseline features
+        - 'cpu_baseline' force enables implied features.
+
+    Attributes
+    ----------
+    parse_baseline_names : list
+        Final CPU baseline's feature names(sorted from low to high)
+    parse_baseline_flags : list
+        Compiler flags of baseline features
+    parse_dispatch_names : list
+        Final CPU dispatch-able feature names(sorted from low to high)
+    parse_target_groups : dict
+        Dictionary containing initialized target groups that configured
+        through class attribute `conf_target_groups`.
+
+        The key is represent the group name and value is a tuple
+        contains three items :
+            - bool, True if group has the 'baseline' option.
+            - list, list of CPU features.
+            - list, list of extra compiler flags.
+
+    """
+    def __init__(self, cpu_baseline, cpu_dispatch):
+        self._parse_policies = dict(
+            # POLICY NAME, (HAVE, NOT HAVE, [DEB])
+            KEEP_BASELINE = (
+                None, self._parse_policy_not_keepbase,
+                []
+            ),
+            KEEP_SORT = (
+                self._parse_policy_keepsort,
+                self._parse_policy_not_keepsort,
+                []
+            ),
+            MAXOPT = (
+                self._parse_policy_maxopt, None,
+                []
+            ),
+            WERROR = (
+                self._parse_policy_werror, None,
+                []
+            ),
+            AUTOVEC = (
+                self._parse_policy_autovec, None,
+                ["MAXOPT"]
+            )
+        )
+        if hasattr(self, "parse_is_cached"):
+            return
+
+        self.parse_baseline_names = []
+        self.parse_baseline_flags = []
+        self.parse_dispatch_names = []
+        self.parse_target_groups = {}
+
+        if self.cc_noopt:
+            # skip parsing baseline and dispatch args and keep parsing target groups
+            cpu_baseline = cpu_dispatch = None
+
+        self.dist_log("check requested baseline")
+        if cpu_baseline is not None:
+            cpu_baseline = self._parse_arg_features("cpu_baseline", cpu_baseline)
+            baseline_names = self.feature_names(cpu_baseline)
+            self.parse_baseline_flags = self.feature_flags(baseline_names)
+            self.parse_baseline_names = self.feature_sorted(
+                self.feature_implies_c(baseline_names)
+            )
+
+        self.dist_log("check requested dispatch-able features")
+        if cpu_dispatch is not None:
+            cpu_dispatch_ = self._parse_arg_features("cpu_dispatch", cpu_dispatch)
+            cpu_dispatch = {
+                f for f in cpu_dispatch_
+                if f not in self.parse_baseline_names
+            }
+            conflict_baseline = cpu_dispatch_.difference(cpu_dispatch)
+            self.parse_dispatch_names = self.feature_sorted(
+                self.feature_names(cpu_dispatch)
+            )
+            if len(conflict_baseline) > 0:
+                self.dist_log(
+                    "skip features", conflict_baseline, "since its part of baseline"
+                )
+
+        self.dist_log("initialize targets groups")
+        for group_name, tokens in self.conf_target_groups.items():
+            self.dist_log("parse target group", group_name)
+            GROUP_NAME = group_name.upper()
+            if not tokens or not tokens.strip():
+                # allow empty groups, useful in case if there's a need
+                # to disable certain group since '_parse_target_tokens()'
+                # requires at least one valid target
+                self.parse_target_groups[GROUP_NAME] = (
+                    False, [], []
+                )
+                continue
+            has_baseline, features, extra_flags = \
+                self._parse_target_tokens(tokens)
+            self.parse_target_groups[GROUP_NAME] = (
+                has_baseline, features, extra_flags
+            )
+
+        self.parse_is_cached = True
+
+    def parse_targets(self, source):
+        """
+        Fetch and parse configuration statements that required for
+        defining the targeted CPU features, statements should be declared
+        in the top of source in between **C** comment and start
+        with a special mark **@targets**.
+
+        Configuration statements are sort of keywords representing
+        CPU features names, group of statements and policies, combined
+        together to determine the required optimization.
+
+        Parameters
+        ----------
+        source : str
+            the path of **C** source file.
+
+        Returns
+        -------
+        - bool, True if group has the 'baseline' option
+        - list, list of CPU features
+        - list, list of extra compiler flags
+        """
+        self.dist_log("looking for '@targets' inside -> ", source)
+        # get lines between /*@targets and */
+        with open(source) as fd:
+            tokens = ""
+            max_to_reach = 1000 # good enough, isn't?
+            start_with = "@targets"
+            start_pos = -1
+            end_with = "*/"
+            end_pos = -1
+            for current_line, line in enumerate(fd):
+                if current_line == max_to_reach:
+                    self.dist_fatal("reached the max of lines")
+                    break
+                if start_pos == -1:
+                    start_pos = line.find(start_with)
+                    if start_pos == -1:
+                        continue
+                    start_pos += len(start_with)
+                tokens += line
+                end_pos = line.find(end_with)
+                if end_pos != -1:
+                    end_pos += len(tokens) - len(line)
+                    break
+
+        if start_pos == -1:
+            self.dist_fatal("expected to find '%s' within a C comment" % start_with)
+        if end_pos == -1:
+            self.dist_fatal("expected to end with '%s'" % end_with)
+
+        tokens = tokens[start_pos:end_pos]
+        return self._parse_target_tokens(tokens)
+
+    _parse_regex_arg = re.compile(r'\s|,|([+-])')
+    def _parse_arg_features(self, arg_name, req_features):
+        if not isinstance(req_features, str):
+            self.dist_fatal("expected a string in '%s'" % arg_name)
+
+        final_features = set()
+        # space and comma can be used as a separator
+        tokens = list(filter(None, re.split(self._parse_regex_arg, req_features)))
+        append = True # append is the default
+        for tok in tokens:
+            if tok[0] in ("#", "$"):
+                self.dist_fatal(
+                    arg_name, "target groups and policies "
+                    "aren't allowed from arguments, "
+                    "only from dispatch-able sources"
+                )
+            if tok == '+':
+                append = True
+                continue
+            if tok == '-':
+                append = False
+                continue
+
+            TOK = tok.upper() # we use upper-case internally
+            features_to = set()
+            if TOK == "NONE":
+                pass
+            elif TOK == "NATIVE":
+                native = self.cc_flags["native"]
+                if not native:
+                    self.dist_fatal(arg_name,
+                        "native option isn't supported by the compiler"
+                    )
+                features_to = self.feature_names(
+                    force_flags=native, macros=[("DETECT_FEATURES", 1)]
+                )
+            elif TOK == "MAX":
+                features_to = self.feature_supported.keys()
+            elif TOK == "MIN":
+                features_to = self.feature_min
+            else:
+                if TOK in self.feature_supported:
+                    features_to.add(TOK)
+                else:
+                    if not self.feature_is_exist(TOK):
+                        self.dist_fatal(arg_name,
+                            ", '%s' isn't a known feature or option" % tok
+                        )
+            if append:
+                final_features = final_features.union(features_to)
+            else:
+                final_features = final_features.difference(features_to)
+
+            append = True # back to default
+
+        return final_features
+
+    _parse_regex_target = re.compile(r'\s|[*,/]|([()])')
+    def _parse_target_tokens(self, tokens):
+        assert(isinstance(tokens, str))
+        final_targets = [] # to keep it sorted as specified
+        extra_flags = []
+        has_baseline = False
+
+        skipped  = set()
+        policies = set()
+        multi_target = None
+
+        tokens = list(filter(None, re.split(self._parse_regex_target, tokens)))
+        if not tokens:
+            self.dist_fatal("expected one token at least")
+
+        for tok in tokens:
+            TOK = tok.upper()
+            ch = tok[0]
+            if ch in ('+', '-'):
+                self.dist_fatal(
+                    "+/- are 'not' allowed from target's groups or @targets, "
+                    "only from cpu_baseline and cpu_dispatch parms"
+                )
+            elif ch == '$':
+                if multi_target is not None:
+                    self.dist_fatal(
+                        "policies aren't allowed inside multi-target '()'"
+                        ", only CPU features"
+                    )
+                policies.add(self._parse_token_policy(TOK))
+            elif ch == '#':
+                if multi_target is not None:
+                    self.dist_fatal(
+                        "target groups aren't allowed inside multi-target '()'"
+                        ", only CPU features"
+                    )
+                has_baseline, final_targets, extra_flags = \
+                self._parse_token_group(TOK, has_baseline, final_targets, extra_flags)
+            elif ch == '(':
+                if multi_target is not None:
+                    self.dist_fatal("unclosed multi-target, missing ')'")
+                multi_target = set()
+            elif ch == ')':
+                if multi_target is None:
+                    self.dist_fatal("multi-target opener '(' wasn't found")
+                targets = self._parse_multi_target(multi_target)
+                if targets is None:
+                    skipped.add(tuple(multi_target))
+                else:
+                    if len(targets) == 1:
+                        targets = targets[0]
+                    if targets and targets not in final_targets:
+                        final_targets.append(targets)
+                multi_target = None # back to default
+            else:
+                if TOK == "BASELINE":
+                    if multi_target is not None:
+                        self.dist_fatal("baseline isn't allowed inside multi-target '()'")
+                    has_baseline = True
+                    continue
+
+                if multi_target is not None:
+                    multi_target.add(TOK)
+                    continue
+
+                if not self.feature_is_exist(TOK):
+                    self.dist_fatal("invalid target name '%s'" % TOK)
+
+                is_enabled = (
+                    TOK in self.parse_baseline_names or
+                    TOK in self.parse_dispatch_names
+                )
+                if  is_enabled:
+                    if TOK not in final_targets:
+                        final_targets.append(TOK)
+                    continue
+
+                skipped.add(TOK)
+
+        if multi_target is not None:
+            self.dist_fatal("unclosed multi-target, missing ')'")
+        if skipped:
+            self.dist_log(
+                "skip targets", skipped,
+                "not part of baseline or dispatch-able features"
+            )
+
+        final_targets = self.feature_untied(final_targets)
+
+        # add polices dependencies
+        for p in list(policies):
+            _, _, deps = self._parse_policies[p]
+            for d in deps:
+                if d in policies:
+                    continue
+                self.dist_log(
+                    "policy '%s' force enables '%s'" % (
+                    p, d
+                ))
+                policies.add(d)
+
+        # release policies filtrations
+        for p, (have, nhave, _) in self._parse_policies.items():
+            func = None
+            if p in policies:
+                func = have
+                self.dist_log("policy '%s' is ON" % p)
+            else:
+                func = nhave
+            if not func:
+                continue
+            has_baseline, final_targets, extra_flags = func(
+                has_baseline, final_targets, extra_flags
+            )
+
+        return has_baseline, final_targets, extra_flags
+
+    def _parse_token_policy(self, token):
+        """validate policy token"""
+        if len(token) <= 1 or token[-1:] == token[0]:
+            self.dist_fatal("'$' must stuck in the begin of policy name")
+        token = token[1:]
+        if token not in self._parse_policies:
+            self.dist_fatal(
+                "'%s' is an invalid policy name, available policies are" % token,
+                self._parse_policies.keys()
+            )
+        return token
+
+    def _parse_token_group(self, token, has_baseline, final_targets, extra_flags):
+        """validate group token"""
+        if len(token) <= 1 or token[-1:] == token[0]:
+            self.dist_fatal("'#' must stuck in the begin of group name")
+
+        token = token[1:]
+        ghas_baseline, gtargets, gextra_flags = self.parse_target_groups.get(
+            token, (False, None, [])
+        )
+        if gtargets is None:
+            self.dist_fatal(
+                "'%s' is an invalid target group name, " % token + \
+                "available target groups are",
+                self.parse_target_groups.keys()
+            )
+        if ghas_baseline:
+            has_baseline = True
+        # always keep sorting as specified
+        final_targets += [f for f in gtargets if f not in final_targets]
+        extra_flags += [f for f in gextra_flags if f not in extra_flags]
+        return has_baseline, final_targets, extra_flags
+
+    def _parse_multi_target(self, targets):
+        """validate multi targets that defined between parentheses()"""
+        # remove any implied features and keep the origins
+        if not targets:
+            self.dist_fatal("empty multi-target '()'")
+        if not all([
+            self.feature_is_exist(tar) for tar in targets
+        ]) :
+            self.dist_fatal("invalid target name in multi-target", targets)
+        if not all([
+            (
+                tar in self.parse_baseline_names or
+                tar in self.parse_dispatch_names
+            )
+            for tar in targets
+        ]) :
+            return None
+        targets = self.feature_ahead(targets)
+        if not targets:
+            return None
+        # force sort multi targets, so it can be comparable
+        targets = self.feature_sorted(targets)
+        targets = tuple(targets) # hashable
+        return targets
+
+    def _parse_policy_not_keepbase(self, has_baseline, final_targets, extra_flags):
+        """skip all baseline features"""
+        skipped = []
+        for tar in final_targets[:]:
+            is_base = False
+            if isinstance(tar, str):
+                is_base = tar in self.parse_baseline_names
+            else:
+                # multi targets
+                is_base = all([
+                    f in self.parse_baseline_names
+                    for f in tar
+                ])
+            if is_base:
+                skipped.append(tar)
+                final_targets.remove(tar)
+
+        if skipped:
+            self.dist_log("skip baseline features", skipped)
+
+        return has_baseline, final_targets, extra_flags
+
+    def _parse_policy_keepsort(self, has_baseline, final_targets, extra_flags):
+        """leave a notice that $keep_sort is on"""
+        self.dist_log(
+            "policy 'keep_sort' is on, dispatch-able targets", final_targets, "\n"
+            "are 'not' sorted depend on the highest interest but"
+            "as specified in the dispatch-able source or the extra group"
+        )
+        return has_baseline, final_targets, extra_flags
+
+    def _parse_policy_not_keepsort(self, has_baseline, final_targets, extra_flags):
+        """sorted depend on the highest interest"""
+        final_targets = self.feature_sorted(final_targets, reverse=True)
+        return has_baseline, final_targets, extra_flags
+
+    def _parse_policy_maxopt(self, has_baseline, final_targets, extra_flags):
+        """append the compiler optimization flags"""
+        if self.cc_has_debug:
+            self.dist_log("debug mode is detected, policy 'maxopt' is skipped.")
+        elif self.cc_noopt:
+            self.dist_log("optimization is disabled, policy 'maxopt' is skipped.")
+        else:
+            flags = self.cc_flags["opt"]
+            if not flags:
+                self.dist_log(
+                    "current compiler doesn't support optimization flags, "
+                    "policy 'maxopt' is skipped", stderr=True
+                )
+            else:
+                extra_flags += flags
+        return has_baseline, final_targets, extra_flags
+
+    def _parse_policy_werror(self, has_baseline, final_targets, extra_flags):
+        """force warnings to treated as errors"""
+        flags = self.cc_flags["werror"]
+        if not flags:
+            self.dist_log(
+                "current compiler doesn't support werror flags, "
+                "warnings will 'not' treated as errors", stderr=True
+            )
+        else:
+            self.dist_log("compiler warnings are treated as errors")
+            extra_flags += flags
+        return has_baseline, final_targets, extra_flags
+
+    def _parse_policy_autovec(self, has_baseline, final_targets, extra_flags):
+        """skip features that has no auto-vectorized support by compiler"""
+        skipped = []
+        for tar in final_targets[:]:
+            if isinstance(tar, str):
+                can = self.feature_can_autovec(tar)
+            else: # multiple target
+                can = all([
+                    self.feature_can_autovec(t)
+                    for t in tar
+                ])
+            if not can:
+                final_targets.remove(tar)
+                skipped.append(tar)
+
+        if skipped:
+            self.dist_log("skip non auto-vectorized features", skipped)
+
+        return has_baseline, final_targets, extra_flags
+
+class CCompilerOpt(_Config, _Distutils, _Cache, _CCompiler, _Feature, _Parse):
+    """
+    A helper class for `CCompiler` aims to provide extra build options
+    to effectively control of compiler optimizations that are directly
+    related to CPU features.
+    """
+    def __init__(self, ccompiler, cpu_baseline="min", cpu_dispatch="max", cache_path=None):
+        _Config.__init__(self)
+        _Distutils.__init__(self, ccompiler)
+        _Cache.__init__(self, cache_path, self.dist_info(), cpu_baseline, cpu_dispatch)
+        _CCompiler.__init__(self)
+        _Feature.__init__(self)
+        if not self.cc_noopt and self.cc_has_native:
+            self.dist_log(
+                "native flag is specified through environment variables. "
+                "force cpu-baseline='native'"
+            )
+            cpu_baseline = "native"
+        _Parse.__init__(self, cpu_baseline, cpu_dispatch)
+        # keep the requested features untouched, need it later for report
+        # and trace purposes
+        self._requested_baseline = cpu_baseline
+        self._requested_dispatch = cpu_dispatch
+        # key is the dispatch-able source and value is a tuple
+        # contains two items (has_baseline[boolean], dispatched-features[list])
+        self.sources_status = getattr(self, "sources_status", {})
+        # every instance should has a separate one
+        self.cache_private.add("sources_status")
+        # set it at the end to make sure the cache writing was done after init
+        # this class
+        self.hit_cache = hasattr(self, "hit_cache")
+
+    def is_cached(self):
+        """
+        Returns True if the class loaded from the cache file
+        """
+        return self.cache_infile and self.hit_cache
+
+    def cpu_baseline_flags(self):
+        """
+        Returns a list of final CPU baseline compiler flags
+        """
+        return self.parse_baseline_flags
+
+    def cpu_baseline_names(self):
+        """
+        return a list of final CPU baseline feature names
+        """
+        return self.parse_baseline_names
+
+    def cpu_dispatch_names(self):
+        """
+        return a list of final CPU dispatch feature names
+        """
+        return self.parse_dispatch_names
+
+    def try_dispatch(self, sources, src_dir=None, ccompiler=None, **kwargs):
+        """
+        Compile one or more dispatch-able sources and generates object files,
+        also generates abstract C config headers and macros that
+        used later for the final runtime dispatching process.
+
+        The mechanism behind it is to takes each source file that specified
+        in 'sources' and branching it into several files depend on
+        special configuration statements that must be declared in the
+        top of each source which contains targeted CPU features,
+        then it compiles every branched source with the proper compiler flags.
+
+        Parameters
+        ----------
+        sources : list
+            Must be a list of dispatch-able sources file paths,
+            and configuration statements must be declared inside
+            each file.
+
+        src_dir : str
+            Path of parent directory for the generated headers and wrapped sources.
+            If None(default) the files will generated in-place.
+
+        ccompiler : CCompiler
+            Distutils `CCompiler` instance to be used for compilation.
+            If None (default), the provided instance during the initialization
+            will be used instead.
+
+        **kwargs : any
+            Arguments to pass on to the `CCompiler.compile()`
+
+        Returns
+        -------
+        list : generated object files
+
+        Raises
+        ------
+        CompileError
+            Raises by `CCompiler.compile()` on compiling failure.
+        DistutilsError
+            Some errors during checking the sanity of configuration statements.
+
+        See Also
+        --------
+        parse_targets :
+            Parsing the configuration statements of dispatch-able sources.
+        """
+        to_compile = {}
+        baseline_flags = self.cpu_baseline_flags()
+        include_dirs = kwargs.setdefault("include_dirs", [])
+
+        for src in sources:
+            output_dir = os.path.dirname(src)
+            if src_dir:
+                if not output_dir.startswith(src_dir):
+                    output_dir = os.path.join(src_dir, output_dir)
+                if output_dir not in include_dirs:
+                    # To allow including the generated config header(*.dispatch.h)
+                    # by the dispatch-able sources
+                    include_dirs.append(output_dir)
+
+            has_baseline, targets, extra_flags = self.parse_targets(src)
+            nochange = self._generate_config(output_dir, src, targets, has_baseline)
+            for tar in targets:
+                tar_src = self._wrap_target(output_dir, src, tar, nochange=nochange)
+                flags = tuple(extra_flags + self.feature_flags(tar))
+                to_compile.setdefault(flags, []).append(tar_src)
+
+            if has_baseline:
+                flags = tuple(extra_flags + baseline_flags)
+                to_compile.setdefault(flags, []).append(src)
+
+            self.sources_status[src] = (has_baseline, targets)
+
+        # For these reasons, the sources are compiled in a separate loop:
+        # - Gathering all sources with the same flags to benefit from
+        #   the parallel compiling as much as possible.
+        # - To generate all config headers of the dispatchable sources,
+        #   before the compilation in case if there are dependency relationships
+        #   among them.
+        objects = []
+        for flags, srcs in to_compile.items():
+            objects += self.dist_compile(
+                srcs, list(flags), ccompiler=ccompiler, **kwargs
+            )
+        return objects
+
+    def generate_dispatch_header(self, header_path):
+        """
+        Generate the dispatch header which contains the #definitions and headers
+        for platform-specific instruction-sets for the enabled CPU baseline and
+        dispatch-able features.
+
+        Its highly recommended to take a look at the generated header
+        also the generated source files via `try_dispatch()`
+        in order to get the full picture.
+        """
+        self.dist_log("generate CPU dispatch header: (%s)" % header_path)
+
+        baseline_names = self.cpu_baseline_names()
+        dispatch_names = self.cpu_dispatch_names()
+        baseline_len = len(baseline_names)
+        dispatch_len = len(dispatch_names)
+
+        header_dir = os.path.dirname(header_path)
+        if not os.path.exists(header_dir):
+            self.dist_log(
+                f"dispatch header dir {header_dir} does not exist, creating it",
+                stderr=True
+            )
+            os.makedirs(header_dir)
+
+        with open(header_path, 'w') as f:
+            baseline_calls = ' \\\n'.join([
+                (
+                    "\t%sWITH_CPU_EXPAND_(MACRO_TO_CALL(%s, __VA_ARGS__))"
+                ) % (self.conf_c_prefix, f)
+                for f in baseline_names
+            ])
+            dispatch_calls = ' \\\n'.join([
+                (
+                    "\t%sWITH_CPU_EXPAND_(MACRO_TO_CALL(%s, __VA_ARGS__))"
+                ) % (self.conf_c_prefix, f)
+                for f in dispatch_names
+            ])
+            f.write(textwrap.dedent("""\
+                /*
+                 * AUTOGENERATED DON'T EDIT
+                 * Please make changes to the code generator (distutils/ccompiler_opt.py)
+                */
+                #define {pfx}WITH_CPU_BASELINE  "{baseline_str}"
+                #define {pfx}WITH_CPU_DISPATCH  "{dispatch_str}"
+                #define {pfx}WITH_CPU_BASELINE_N {baseline_len}
+                #define {pfx}WITH_CPU_DISPATCH_N {dispatch_len}
+                #define {pfx}WITH_CPU_EXPAND_(X) X
+                #define {pfx}WITH_CPU_BASELINE_CALL(MACRO_TO_CALL, ...) \\
+                {baseline_calls}
+                #define {pfx}WITH_CPU_DISPATCH_CALL(MACRO_TO_CALL, ...) \\
+                {dispatch_calls}
+            """).format(
+                pfx=self.conf_c_prefix, baseline_str=" ".join(baseline_names),
+                dispatch_str=" ".join(dispatch_names), baseline_len=baseline_len,
+                dispatch_len=dispatch_len, baseline_calls=baseline_calls,
+                dispatch_calls=dispatch_calls
+            ))
+            baseline_pre = ''
+            for name in baseline_names:
+                baseline_pre += self.feature_c_preprocessor(name, tabs=1) + '\n'
+
+            dispatch_pre = ''
+            for name in dispatch_names:
+                dispatch_pre += textwrap.dedent("""\
+                #ifdef {pfx}CPU_TARGET_{name}
+                {pre}
+                #endif /*{pfx}CPU_TARGET_{name}*/
+                """).format(
+                    pfx=self.conf_c_prefix_, name=name, pre=self.feature_c_preprocessor(
+                    name, tabs=1
+                ))
+
+            f.write(textwrap.dedent("""\
+            /******* baseline features *******/
+            {baseline_pre}
+            /******* dispatch features *******/
+            {dispatch_pre}
+            """).format(
+                pfx=self.conf_c_prefix_, baseline_pre=baseline_pre,
+                dispatch_pre=dispatch_pre
+            ))
+
+    def report(self, full=False):
+        report = []
+        platform_rows = []
+        baseline_rows = []
+        dispatch_rows = []
+        report.append(("Platform", platform_rows))
+        report.append(("", ""))
+        report.append(("CPU baseline", baseline_rows))
+        report.append(("", ""))
+        report.append(("CPU dispatch", dispatch_rows))
+
+        ########## platform ##########
+        platform_rows.append(("Architecture", (
+            "unsupported" if self.cc_on_noarch else self.cc_march)
+        ))
+        platform_rows.append(("Compiler", (
+            "unix-like"   if self.cc_is_nocc   else self.cc_name)
+        ))
+        ########## baseline ##########
+        if self.cc_noopt:
+            baseline_rows.append(("Requested", "optimization disabled"))
+        else:
+            baseline_rows.append(("Requested", repr(self._requested_baseline)))
+
+        baseline_names = self.cpu_baseline_names()
+        baseline_rows.append((
+            "Enabled", (' '.join(baseline_names) if baseline_names else "none")
+        ))
+        baseline_flags = self.cpu_baseline_flags()
+        baseline_rows.append((
+            "Flags", (' '.join(baseline_flags) if baseline_flags else "none")
+        ))
+        extra_checks = []
+        for name in baseline_names:
+            extra_checks += self.feature_extra_checks(name)
+        baseline_rows.append((
+            "Extra checks", (' '.join(extra_checks) if extra_checks else "none")
+        ))
+
+        ########## dispatch ##########
+        if self.cc_noopt:
+            baseline_rows.append(("Requested", "optimization disabled"))
+        else:
+            dispatch_rows.append(("Requested", repr(self._requested_dispatch)))
+
+        dispatch_names = self.cpu_dispatch_names()
+        dispatch_rows.append((
+            "Enabled", (' '.join(dispatch_names) if dispatch_names else "none")
+        ))
+        ########## Generated ##########
+        # TODO:
+        # - collect object names from 'try_dispatch()'
+        #   then get size of each object and printed
+        # - give more details about the features that not
+        #   generated due compiler support
+        # - find a better output's design.
+        #
+        target_sources = {}
+        for source, (_, targets) in self.sources_status.items():
+            for tar in targets:
+                target_sources.setdefault(tar, []).append(source)
+
+        if not full or not target_sources:
+            generated = ""
+            for tar in self.feature_sorted(target_sources):
+                sources = target_sources[tar]
+                name = tar if isinstance(tar, str) else '(%s)' % ' '.join(tar)
+                generated += name + "[%d] " % len(sources)
+            dispatch_rows.append(("Generated", generated[:-1] if generated else "none"))
+        else:
+            dispatch_rows.append(("Generated", ''))
+            for tar in self.feature_sorted(target_sources):
+                sources = target_sources[tar]
+                pretty_name = tar if isinstance(tar, str) else '(%s)' % ' '.join(tar)
+                flags = ' '.join(self.feature_flags(tar))
+                implies = ' '.join(self.feature_sorted(self.feature_implies(tar)))
+                detect = ' '.join(self.feature_detect(tar))
+                extra_checks = []
+                for name in ((tar,) if isinstance(tar, str) else tar):
+                    extra_checks += self.feature_extra_checks(name)
+                extra_checks = (' '.join(extra_checks) if extra_checks else "none")
+
+                dispatch_rows.append(('', ''))
+                dispatch_rows.append((pretty_name, implies))
+                dispatch_rows.append(("Flags", flags))
+                dispatch_rows.append(("Extra checks", extra_checks))
+                dispatch_rows.append(("Detect", detect))
+                for src in sources:
+                    dispatch_rows.append(("", src))
+
+        ###############################
+        # TODO: add support for 'markdown' format
+        text = []
+        secs_len = [len(secs) for secs, _ in report]
+        cols_len = [len(col) for _, rows in report for col, _ in rows]
+        tab = ' ' * 2
+        pad =  max(max(secs_len), max(cols_len))
+        for sec, rows in report:
+            if not sec:
+                text.append("") # empty line
+                continue
+            sec += ' ' * (pad - len(sec))
+            text.append(sec + tab + ': ')
+            for col, val in rows:
+                col += ' ' * (pad - len(col))
+                text.append(tab + col + ': ' + val)
+
+        return '\n'.join(text)
+
+    def _wrap_target(self, output_dir, dispatch_src, target, nochange=False):
+        assert(isinstance(target, (str, tuple)))
+        if isinstance(target, str):
+            ext_name = target_name = target
+        else:
+            # multi-target
+            ext_name = '.'.join(target)
+            target_name = '__'.join(target)
+
+        wrap_path = os.path.join(output_dir, os.path.basename(dispatch_src))
+        wrap_path = "{0}.{2}{1}".format(*os.path.splitext(wrap_path), ext_name.lower())
+        if nochange and os.path.exists(wrap_path):
+            return wrap_path
+
+        self.dist_log("wrap dispatch-able target -> ", wrap_path)
+        # sorting for readability
+        features = self.feature_sorted(self.feature_implies_c(target))
+        target_join = "#define %sCPU_TARGET_" % self.conf_c_prefix_
+        target_defs = [target_join + f for f in features]
+        target_defs = '\n'.join(target_defs)
+
+        with open(wrap_path, "w") as fd:
+            fd.write(textwrap.dedent("""\
+            /**
+             * AUTOGENERATED DON'T EDIT
+             * Please make changes to the code generator \
+             (distutils/ccompiler_opt.py)
+             */
+            #define {pfx}CPU_TARGET_MODE
+            #define {pfx}CPU_TARGET_CURRENT {target_name}
+            {target_defs}
+            #include "{path}"
+            """).format(
+                pfx=self.conf_c_prefix_, target_name=target_name,
+                path=os.path.abspath(dispatch_src), target_defs=target_defs
+            ))
+        return wrap_path
+
+    def _generate_config(self, output_dir, dispatch_src, targets, has_baseline=False):
+        config_path = os.path.basename(dispatch_src)
+        config_path = os.path.splitext(config_path)[0] + '.h'
+        config_path = os.path.join(output_dir, config_path)
+        # check if targets didn't change to avoid recompiling
+        cache_hash = self.cache_hash(targets, has_baseline)
+        try:
+            with open(config_path) as f:
+                last_hash = f.readline().split("cache_hash:")
+                if len(last_hash) == 2 and int(last_hash[1]) == cache_hash:
+                    return True
+        except OSError:
+            pass
+
+        os.makedirs(os.path.dirname(config_path), exist_ok=True)
+
+        self.dist_log("generate dispatched config -> ", config_path)
+        dispatch_calls = []
+        for tar in targets:
+            if isinstance(tar, str):
+                target_name = tar
+            else: # multi target
+                target_name = '__'.join([t for t in tar])
+            req_detect = self.feature_detect(tar)
+            req_detect = '&&'.join([
+                "CHK(%s)" % f for f in req_detect
+            ])
+            dispatch_calls.append(
+                "\t%sCPU_DISPATCH_EXPAND_(CB((%s), %s, __VA_ARGS__))" % (
+                self.conf_c_prefix_, req_detect, target_name
+            ))
+        dispatch_calls = ' \\\n'.join(dispatch_calls)
+
+        if has_baseline:
+            baseline_calls = (
+                "\t%sCPU_DISPATCH_EXPAND_(CB(__VA_ARGS__))"
+            ) % self.conf_c_prefix_
+        else:
+            baseline_calls = ''
+
+        with open(config_path, "w") as fd:
+            fd.write(textwrap.dedent("""\
+            // cache_hash:{cache_hash}
+            /**
+             * AUTOGENERATED DON'T EDIT
+             * Please make changes to the code generator (distutils/ccompiler_opt.py)
+             */
+            #ifndef {pfx}CPU_DISPATCH_EXPAND_
+                #define {pfx}CPU_DISPATCH_EXPAND_(X) X
+            #endif
+            #undef {pfx}CPU_DISPATCH_BASELINE_CALL
+            #undef {pfx}CPU_DISPATCH_CALL
+            #define {pfx}CPU_DISPATCH_BASELINE_CALL(CB, ...) \\
+            {baseline_calls}
+            #define {pfx}CPU_DISPATCH_CALL(CHK, CB, ...) \\
+            {dispatch_calls}
+            """).format(
+                pfx=self.conf_c_prefix_, baseline_calls=baseline_calls,
+                dispatch_calls=dispatch_calls, cache_hash=cache_hash
+            ))
+        return False
+
+def new_ccompiler_opt(compiler, dispatch_hpath, **kwargs):
+    """
+    Create a new instance of 'CCompilerOpt' and generate the dispatch header
+    which contains the #definitions and headers of platform-specific instruction-sets for
+    the enabled CPU baseline and dispatch-able features.
+
+    Parameters
+    ----------
+    compiler : CCompiler instance
+    dispatch_hpath : str
+        path of the dispatch header
+
+    **kwargs: passed as-is to `CCompilerOpt(...)`
+    Returns
+    -------
+    new instance of CCompilerOpt
+    """
+    opt = CCompilerOpt(compiler, **kwargs)
+    if not os.path.exists(dispatch_hpath) or not opt.is_cached():
+        opt.generate_dispatch_header(dispatch_hpath)
+    return opt
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_asimd.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_asimd.c
new file mode 100644
index 0000000..6bc9022
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_asimd.c
@@ -0,0 +1,27 @@
+#ifdef _MSC_VER
+    #include <Intrin.h>
+#endif
+#include <arm_neon.h>
+
+int main(int argc, char **argv)
+{
+    float *src = (float*)argv[argc-1];
+    float32x4_t v1 = vdupq_n_f32(src[0]), v2 = vdupq_n_f32(src[1]);
+    /* MAXMIN */
+    int ret  = (int)vgetq_lane_f32(vmaxnmq_f32(v1, v2), 0);
+        ret += (int)vgetq_lane_f32(vminnmq_f32(v1, v2), 0);
+    /* ROUNDING */
+    ret += (int)vgetq_lane_f32(vrndq_f32(v1), 0);
+#ifdef __aarch64__
+    {
+        double *src2 = (double*)argv[argc-1];
+        float64x2_t vd1 = vdupq_n_f64(src2[0]), vd2 = vdupq_n_f64(src2[1]);
+        /* MAXMIN */
+        ret += (int)vgetq_lane_f64(vmaxnmq_f64(vd1, vd2), 0);
+        ret += (int)vgetq_lane_f64(vminnmq_f64(vd1, vd2), 0);
+        /* ROUNDING */
+        ret += (int)vgetq_lane_f64(vrndq_f64(vd1), 0);
+    }
+#endif
+    return ret;
+}
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_asimddp.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_asimddp.c
new file mode 100644
index 0000000..e7068ce
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_asimddp.c
@@ -0,0 +1,16 @@
+#ifdef _MSC_VER
+    #include <Intrin.h>
+#endif
+#include <arm_neon.h>
+
+int main(int argc, char **argv)
+{
+    unsigned char *src = (unsigned char*)argv[argc-1];
+    uint8x16_t v1 = vdupq_n_u8(src[0]), v2 = vdupq_n_u8(src[1]);
+    uint32x4_t va = vdupq_n_u32(3);
+    int ret = (int)vgetq_lane_u32(vdotq_u32(va, v1, v2), 0);
+#ifdef __aarch64__
+    ret += (int)vgetq_lane_u32(vdotq_laneq_u32(va, v1, v2, 0), 0);
+#endif
+    return ret;
+}
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_asimdfhm.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_asimdfhm.c
new file mode 100644
index 0000000..54e3280
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_asimdfhm.c
@@ -0,0 +1,19 @@
+#ifdef _MSC_VER
+    #include <Intrin.h>
+#endif
+#include <arm_neon.h>
+
+int main(int argc, char **argv)
+{
+    float16_t *src = (float16_t*)argv[argc-1];
+    float *src2 = (float*)argv[argc-2];
+    float16x8_t vhp  = vdupq_n_f16(src[0]);
+    float16x4_t vlhp = vdup_n_f16(src[1]);
+    float32x4_t vf   = vdupq_n_f32(src2[0]);
+    float32x2_t vlf  = vdup_n_f32(src2[1]);
+
+    int ret  = (int)vget_lane_f32(vfmlal_low_f16(vlf, vlhp, vlhp), 0);
+        ret += (int)vgetq_lane_f32(vfmlslq_high_f16(vf, vhp, vhp), 0);
+
+    return ret;
+}
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_asimdhp.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_asimdhp.c
new file mode 100644
index 0000000..e2de030
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_asimdhp.c
@@ -0,0 +1,15 @@
+#ifdef _MSC_VER
+    #include <Intrin.h>
+#endif
+#include <arm_neon.h>
+
+int main(int argc, char **argv)
+{
+    float16_t *src = (float16_t*)argv[argc-1];
+    float16x8_t vhp  = vdupq_n_f16(src[0]);
+    float16x4_t vlhp = vdup_n_f16(src[1]);
+
+    int ret  =  (int)vgetq_lane_f16(vabdq_f16(vhp, vhp), 0);
+        ret  += (int)vget_lane_f16(vabd_f16(vlhp, vlhp), 0);
+    return ret;
+}
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx.c
new file mode 120000
index 0000000..83bf2a8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2e/e6/56/f28f77559662edc6043f7d1dbca5939bb330d532e60ade546970f10898
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx2.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx2.c
new file mode 120000
index 0000000..ae7f0d7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx2.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/8e/50/e5/79adfdde8a7424e88c2609a63f22a6c805f3b4b70e6cf3a9f45f45692d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_clx.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_clx.c
new file mode 120000
index 0000000..d557890
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_clx.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/3f/e6/07/8e3d971384a2b610643f00e04a13b11969d548d51783bda1f0ede4a5bb
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_cnl.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_cnl.c
new file mode 120000
index 0000000..bfc6332
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_cnl.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7f/f7/36/674c7000a4c978add160c229d5d817615f10c9e3b15202a4321b78aa4a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_icl.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_icl.c
new file mode 120000
index 0000000..4cfd05b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_icl.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/8a/c2/37/e7e826ec7aa7d908a793984fd571d6961e766b9bf02a111d5bf091be21
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knl.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knl.c
new file mode 120000
index 0000000..4e8deb7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knl.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/55/ea/b8/ccd4430ea00157574fc98769c8fcea667101ad1b0fb13654d5e6cf8bf6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knm.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knm.c
new file mode 120000
index 0000000..50b608c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knm.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7a/cc/cf/1abdd70bd26cee6414074805c65acd8d0c1fb9c405cff53017234b8deb
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_skx.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_skx.c
new file mode 120000
index 0000000..717814d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_skx.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e7/d5/43/f1e6c42491cb95b63ee1d6a4655df86e6abf96bf6604acfc04072c7587
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512cd.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512cd.c
new file mode 120000
index 0000000..45aa28e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512cd.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/41/f8/79/14952ff5959dfcfe73c64bd860892faac3e9b60683b8a91e5ff17cbf20
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512f.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512f.c
new file mode 120000
index 0000000..07e1079
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512f.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/77/de/cd/45c6c986aa6f5119f0ef3c86d133ae1228ca5ef534838a8e4d61dbc316
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_f16c.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_f16c.c
new file mode 120000
index 0000000..d889627
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_f16c.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/9f/36/73/a5473c01f4edc3e20d47728ec5c8f1f69cb355433c3a1b2b747d9d3bfc
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_fma3.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_fma3.c
new file mode 120000
index 0000000..79030e9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_fma3.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/60/de/88/0f0b9900b2475559a9436b63fb5e0723f3dcc47fe0895f3e5e3ce59a45
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_fma4.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_fma4.c
new file mode 120000
index 0000000..c109279
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_fma4.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a8/a7/60/4cd34583e9fcbd20754f1728eb41c12c270e8b5687db7819397ef22aab
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_neon.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_neon.c
new file mode 100644
index 0000000..8c64f86
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_neon.c
@@ -0,0 +1,19 @@
+#ifdef _MSC_VER
+    #include <Intrin.h>
+#endif
+#include <arm_neon.h>
+
+int main(int argc, char **argv)
+{
+    // passing from untraced pointers to avoid optimizing out any constants
+    // so we can test against the linker.
+    float *src = (float*)argv[argc-1];
+    float32x4_t v1 = vdupq_n_f32(src[0]), v2 = vdupq_n_f32(src[1]);
+    int ret = (int)vgetq_lane_f32(vmulq_f32(v1, v2), 0);
+#ifdef __aarch64__
+    double *src2 = (double*)argv[argc-2];
+    float64x2_t vd1 = vdupq_n_f64(src2[0]), vd2 = vdupq_n_f64(src2[1]);
+    ret += (int)vgetq_lane_f64(vmulq_f64(vd1, vd2), 0);
+#endif
+    return ret;
+}
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_neon_fp16.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_neon_fp16.c
new file mode 100644
index 0000000..f3b9497
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_neon_fp16.c
@@ -0,0 +1,11 @@
+#ifdef _MSC_VER
+    #include <Intrin.h>
+#endif
+#include <arm_neon.h>
+
+int main(int argc, char **argv)
+{
+    short *src = (short*)argv[argc-1];
+    float32x4_t v_z4 = vcvt_f32_f16((float16x4_t)vld1_s16(src));
+    return (int)vgetq_lane_f32(v_z4, 0);
+}
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_neon_vfpv4.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_neon_vfpv4.c
new file mode 100644
index 0000000..a039159
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_neon_vfpv4.c
@@ -0,0 +1,21 @@
+#ifdef _MSC_VER
+    #include <Intrin.h>
+#endif
+#include <arm_neon.h>
+
+int main(int argc, char **argv)
+{
+    float *src = (float*)argv[argc-1];
+    float32x4_t v1 = vdupq_n_f32(src[0]);
+    float32x4_t v2 = vdupq_n_f32(src[1]);
+    float32x4_t v3 = vdupq_n_f32(src[2]);
+    int ret = (int)vgetq_lane_f32(vfmaq_f32(v1, v2, v3), 0);
+#ifdef __aarch64__
+    double *src2 = (double*)argv[argc-2];
+    float64x2_t vd1 = vdupq_n_f64(src2[0]);
+    float64x2_t vd2 = vdupq_n_f64(src2[1]);
+    float64x2_t vd3 = vdupq_n_f64(src2[2]);
+    ret += (int)vgetq_lane_f64(vfmaq_f64(vd1, vd2, vd3), 0);
+#endif
+    return ret;
+}
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_popcnt.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_popcnt.c
new file mode 120000
index 0000000..8f61063
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_popcnt.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/bd/17/17/1d5c368f517d23fd3b78867fc730d7ddf7779aa8224172f5c37a542c99
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse.c
new file mode 120000
index 0000000..8467dd0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e8/c1/c8/4ed0bbe94a5247dba1d128944699e4a4f90bcd3e6d6eb7174f8c41171a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse2.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse2.c
new file mode 120000
index 0000000..1893b56
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse2.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c9/46/73/7630ed052faf62585f3fea44ce3de6d143e6819b3e840f7d4d90040025
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse3.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse3.c
new file mode 120000
index 0000000..c460100
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse3.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/8f/95/d1/1ee994b9c72037d5cf6728d6514aa4abc36ef170925a6bd4866253274f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse41.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse41.c
new file mode 120000
index 0000000..67ccea6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse41.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cb/f9/3c/d4ffb56fe1f1f0e79154313d5753bd25a912d333ef945289dd56d2984c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse42.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse42.c
new file mode 120000
index 0000000..3708ac7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_sse42.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/dc/f5/ee/71d23698823eb713bbcc537df53955bde4ff4140044d31af464fbf858c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_ssse3.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_ssse3.c
new file mode 120000
index 0000000..8d48076
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_ssse3.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5f/a5/56/c485cc469752081b073d7be8b77c93678779c8af418b549c40fdd60be4
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_vsx.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_vsx.c
new file mode 120000
index 0000000..d87fe02
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_vsx.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/15/59/91/e229622a3722873302c25a11d45d896304992bd3f87ff86f2112c74834
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_vsx2.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_vsx2.c
new file mode 120000
index 0000000..994514b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_vsx2.c
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c8/44/ac/db946de73b5be7eb2db986eedd36e2c892a696532930bbb4d463801ea1
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_vsx3.c b/venv/lib/python3.8/site-packages/numpy/distutils/checks/cpu_vsx3.c
new file mode 120000
index 0000000..3ff8b16
--- /dev/null
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diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/command/install_headers.py b/venv/lib/python3.8/site-packages/numpy/distutils/command/install_headers.py
new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/command/install_headers.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b5/5a/4e/1aa92687c000fed6a6d0ad1278277892f663dd4a923a358a9ba2b3e236
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diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/command/sdist.py b/venv/lib/python3.8/site-packages/numpy/distutils/command/sdist.py
new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/numpy/distutils/command/sdist.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f1/3b/23/bb54705cd6cfc90723bfc191305bde150a9895b35d4998765f5395f955
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diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/conv_template.py b/venv/lib/python3.8/site-packages/numpy/distutils/conv_template.py
new file mode 120000
index 0000000..58e04f9
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+++ b/venv/lib/python3.8/site-packages/numpy/distutils/conv_template.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/17/ee/2f/9247c08c26fe7cdefd598ad75f704c1cca2240ef96daed3dab5d8e3ee2
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diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/core.py b/venv/lib/python3.8/site-packages/numpy/distutils/core.py
new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/numpy/distutils/core.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/40/12/4d/25d204d1af51af8968fb7427984696c95574ebc97a1db54f749ef98998
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diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/cpuinfo.py b/venv/lib/python3.8/site-packages/numpy/distutils/cpuinfo.py
new file mode 120000
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5e/e3/61/b31ffeb72aee8bf00e827d74c9f67da7860133af2f5b6fdb1a62a3d3b2
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diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/exec_command.py b/venv/lib/python3.8/site-packages/numpy/distutils/exec_command.py
new file mode 120000
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/18/39/39/c11962fad57664bc9c6ec867ac62dc060a24bd99853099ed170c13da5d
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diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/extension.py b/venv/lib/python3.8/site-packages/numpy/distutils/extension.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/62/07/81/f1ed9f55cda5ff57adb9106fd0ff1cd4d50b3b3e126ae74782c541737d
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diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/__init__.py b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/__init__.py
new file mode 100644
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/__init__.py
@@ -0,0 +1,1030 @@
+"""numpy.distutils.fcompiler
+
+Contains FCompiler, an abstract base class that defines the interface
+for the numpy.distutils Fortran compiler abstraction model.
+
+Terminology:
+
+To be consistent, where the term 'executable' is used, it means the single
+file, like 'gcc', that is executed, and should be a string. In contrast,
+'command' means the entire command line, like ['gcc', '-c', 'file.c'], and
+should be a list.
+
+But note that FCompiler.executables is actually a dictionary of commands.
+
+"""
+__all__ = ['FCompiler', 'new_fcompiler', 'show_fcompilers',
+           'dummy_fortran_file']
+
+import os
+import sys
+import re
+
+from distutils.sysconfig import get_python_lib
+from distutils.fancy_getopt import FancyGetopt
+from distutils.errors import DistutilsModuleError, \
+     DistutilsExecError, CompileError, LinkError, DistutilsPlatformError
+from distutils.util import split_quoted, strtobool
+
+from numpy.distutils.ccompiler import CCompiler, gen_lib_options
+from numpy.distutils import log
+from numpy.distutils.misc_util import is_string, all_strings, is_sequence, \
+    make_temp_file, get_shared_lib_extension
+from numpy.distutils.exec_command import find_executable
+from numpy.distutils import _shell_utils
+
+from .environment import EnvironmentConfig
+
+__metaclass__ = type
+
+class CompilerNotFound(Exception):
+    pass
+
+def flaglist(s):
+    if is_string(s):
+        return split_quoted(s)
+    else:
+        return s
+
+def str2bool(s):
+    if is_string(s):
+        return strtobool(s)
+    return bool(s)
+
+def is_sequence_of_strings(seq):
+    return is_sequence(seq) and all_strings(seq)
+
+class FCompiler(CCompiler):
+    """Abstract base class to define the interface that must be implemented
+    by real Fortran compiler classes.
+
+    Methods that subclasses may redefine:
+
+        update_executables(), find_executables(), get_version()
+        get_flags(), get_flags_opt(), get_flags_arch(), get_flags_debug()
+        get_flags_f77(), get_flags_opt_f77(), get_flags_arch_f77(),
+        get_flags_debug_f77(), get_flags_f90(), get_flags_opt_f90(),
+        get_flags_arch_f90(), get_flags_debug_f90(),
+        get_flags_fix(), get_flags_linker_so()
+
+    DON'T call these methods (except get_version) after
+    constructing a compiler instance or inside any other method.
+    All methods, except update_executables() and find_executables(),
+    may call the get_version() method.
+
+    After constructing a compiler instance, always call customize(dist=None)
+    method that finalizes compiler construction and makes the following
+    attributes available:
+      compiler_f77
+      compiler_f90
+      compiler_fix
+      linker_so
+      archiver
+      ranlib
+      libraries
+      library_dirs
+    """
+
+    # These are the environment variables and distutils keys used.
+    # Each configuration description is
+    # (<hook name>, <environment variable>, <key in distutils.cfg>, <convert>, <append>)
+    # The hook names are handled by the self._environment_hook method.
+    #  - names starting with 'self.' call methods in this class
+    #  - names starting with 'exe.' return the key in the executables dict
+    #  - names like 'flags.YYY' return self.get_flag_YYY()
+    # convert is either None or a function to convert a string to the
+    # appropriate type used.
+
+    distutils_vars = EnvironmentConfig(
+        distutils_section='config_fc',
+        noopt = (None, None, 'noopt', str2bool, False),
+        noarch = (None, None, 'noarch', str2bool, False),
+        debug = (None, None, 'debug', str2bool, False),
+        verbose = (None, None, 'verbose', str2bool, False),
+    )
+
+    command_vars = EnvironmentConfig(
+        distutils_section='config_fc',
+        compiler_f77 = ('exe.compiler_f77', 'F77', 'f77exec', None, False),
+        compiler_f90 = ('exe.compiler_f90', 'F90', 'f90exec', None, False),
+        compiler_fix = ('exe.compiler_fix', 'F90', 'f90exec', None, False),
+        version_cmd = ('exe.version_cmd', None, None, None, False),
+        linker_so = ('exe.linker_so', 'LDSHARED', 'ldshared', None, False),
+        linker_exe = ('exe.linker_exe', 'LD', 'ld', None, False),
+        archiver = (None, 'AR', 'ar', None, False),
+        ranlib = (None, 'RANLIB', 'ranlib', None, False),
+    )
+
+    flag_vars = EnvironmentConfig(
+        distutils_section='config_fc',
+        f77 = ('flags.f77', 'F77FLAGS', 'f77flags', flaglist, True),
+        f90 = ('flags.f90', 'F90FLAGS', 'f90flags', flaglist, True),
+        free = ('flags.free', 'FREEFLAGS', 'freeflags', flaglist, True),
+        fix = ('flags.fix', None, None, flaglist, False),
+        opt = ('flags.opt', 'FOPT', 'opt', flaglist, True),
+        opt_f77 = ('flags.opt_f77', None, None, flaglist, False),
+        opt_f90 = ('flags.opt_f90', None, None, flaglist, False),
+        arch = ('flags.arch', 'FARCH', 'arch', flaglist, False),
+        arch_f77 = ('flags.arch_f77', None, None, flaglist, False),
+        arch_f90 = ('flags.arch_f90', None, None, flaglist, False),
+        debug = ('flags.debug', 'FDEBUG', 'fdebug', flaglist, True),
+        debug_f77 = ('flags.debug_f77', None, None, flaglist, False),
+        debug_f90 = ('flags.debug_f90', None, None, flaglist, False),
+        flags = ('self.get_flags', 'FFLAGS', 'fflags', flaglist, True),
+        linker_so = ('flags.linker_so', 'LDFLAGS', 'ldflags', flaglist, True),
+        linker_exe = ('flags.linker_exe', 'LDFLAGS', 'ldflags', flaglist, True),
+        ar = ('flags.ar', 'ARFLAGS', 'arflags', flaglist, True),
+    )
+
+    language_map = {'.f': 'f77',
+                    '.for': 'f77',
+                    '.F': 'f77',    # XXX: needs preprocessor
+                    '.ftn': 'f77',
+                    '.f77': 'f77',
+                    '.f90': 'f90',
+                    '.F90': 'f90',  # XXX: needs preprocessor
+                    '.f95': 'f90',
+                    }
+    language_order = ['f90', 'f77']
+
+
+    # These will be set by the subclass
+
+    compiler_type = None
+    compiler_aliases = ()
+    version_pattern = None
+
+    possible_executables = []
+    executables = {
+        'version_cmd': ["f77", "-v"],
+        'compiler_f77': ["f77"],
+        'compiler_f90': ["f90"],
+        'compiler_fix': ["f90", "-fixed"],
+        'linker_so': ["f90", "-shared"],
+        'linker_exe': ["f90"],
+        'archiver': ["ar", "-cr"],
+        'ranlib': None,
+        }
+
+    # If compiler does not support compiling Fortran 90 then it can
+    # suggest using another compiler. For example, gnu would suggest
+    # gnu95 compiler type when there are F90 sources.
+    suggested_f90_compiler = None
+
+    compile_switch = "-c"
+    object_switch = "-o "   # Ending space matters! It will be stripped
+                            # but if it is missing then object_switch
+                            # will be prefixed to object file name by
+                            # string concatenation.
+    library_switch = "-o "  # Ditto!
+
+    # Switch to specify where module files are created and searched
+    # for USE statement.  Normally it is a string and also here ending
+    # space matters. See above.
+    module_dir_switch = None
+
+    # Switch to specify where module files are searched for USE statement.
+    module_include_switch = '-I'
+
+    pic_flags = []           # Flags to create position-independent code
+
+    src_extensions = ['.for', '.ftn', '.f77', '.f', '.f90', '.f95', '.F', '.F90', '.FOR']
+    obj_extension = ".o"
+
+    shared_lib_extension = get_shared_lib_extension()
+    static_lib_extension = ".a"  # or .lib
+    static_lib_format = "lib%s%s" # or %s%s
+    shared_lib_format = "%s%s"
+    exe_extension = ""
+
+    _exe_cache = {}
+
+    _executable_keys = ['version_cmd', 'compiler_f77', 'compiler_f90',
+                        'compiler_fix', 'linker_so', 'linker_exe', 'archiver',
+                        'ranlib']
+
+    # This will be set by new_fcompiler when called in
+    # command/{build_ext.py, build_clib.py, config.py} files.
+    c_compiler = None
+
+    # extra_{f77,f90}_compile_args are set by build_ext.build_extension method
+    extra_f77_compile_args = []
+    extra_f90_compile_args = []
+
+    def __init__(self, *args, **kw):
+        CCompiler.__init__(self, *args, **kw)
+        self.distutils_vars = self.distutils_vars.clone(self._environment_hook)
+        self.command_vars = self.command_vars.clone(self._environment_hook)
+        self.flag_vars = self.flag_vars.clone(self._environment_hook)
+        self.executables = self.executables.copy()
+        for e in self._executable_keys:
+            if e not in self.executables:
+                self.executables[e] = None
+
+        # Some methods depend on .customize() being called first, so
+        # this keeps track of whether that's happened yet.
+        self._is_customised = False
+
+    def __copy__(self):
+        obj = self.__new__(self.__class__)
+        obj.__dict__.update(self.__dict__)
+        obj.distutils_vars = obj.distutils_vars.clone(obj._environment_hook)
+        obj.command_vars = obj.command_vars.clone(obj._environment_hook)
+        obj.flag_vars = obj.flag_vars.clone(obj._environment_hook)
+        obj.executables = obj.executables.copy()
+        return obj
+
+    def copy(self):
+        return self.__copy__()
+
+    # Use properties for the attributes used by CCompiler. Setting them
+    # as attributes from the self.executables dictionary is error-prone,
+    # so we get them from there each time.
+    def _command_property(key):
+        def fget(self):
+            assert self._is_customised
+            return self.executables[key]
+        return property(fget=fget)
+    version_cmd = _command_property('version_cmd')
+    compiler_f77 = _command_property('compiler_f77')
+    compiler_f90 = _command_property('compiler_f90')
+    compiler_fix = _command_property('compiler_fix')
+    linker_so = _command_property('linker_so')
+    linker_exe = _command_property('linker_exe')
+    archiver = _command_property('archiver')
+    ranlib = _command_property('ranlib')
+
+    # Make our terminology consistent.
+    def set_executable(self, key, value):
+        self.set_command(key, value)
+
+    def set_commands(self, **kw):
+        for k, v in kw.items():
+            self.set_command(k, v)
+
+    def set_command(self, key, value):
+        if not key in self._executable_keys:
+            raise ValueError(
+                "unknown executable '%s' for class %s" %
+                (key, self.__class__.__name__))
+        if is_string(value):
+            value = split_quoted(value)
+        assert value is None or is_sequence_of_strings(value[1:]), (key, value)
+        self.executables[key] = value
+
+    ######################################################################
+    ## Methods that subclasses may redefine. But don't call these methods!
+    ## They are private to FCompiler class and may return unexpected
+    ## results if used elsewhere. So, you have been warned..
+
+    def find_executables(self):
+        """Go through the self.executables dictionary, and attempt to
+        find and assign appropriate executables.
+
+        Executable names are looked for in the environment (environment
+        variables, the distutils.cfg, and command line), the 0th-element of
+        the command list, and the self.possible_executables list.
+
+        Also, if the 0th element is "<F77>" or "<F90>", the Fortran 77
+        or the Fortran 90 compiler executable is used, unless overridden
+        by an environment setting.
+
+        Subclasses should call this if overridden.
+        """
+        assert self._is_customised
+        exe_cache = self._exe_cache
+        def cached_find_executable(exe):
+            if exe in exe_cache:
+                return exe_cache[exe]
+            fc_exe = find_executable(exe)
+            exe_cache[exe] = exe_cache[fc_exe] = fc_exe
+            return fc_exe
+        def verify_command_form(name, value):
+            if value is not None and not is_sequence_of_strings(value):
+                raise ValueError(
+                    "%s value %r is invalid in class %s" %
+                    (name, value, self.__class__.__name__))
+        def set_exe(exe_key, f77=None, f90=None):
+            cmd = self.executables.get(exe_key, None)
+            if not cmd:
+                return None
+            # Note that we get cmd[0] here if the environment doesn't
+            # have anything set
+            exe_from_environ = getattr(self.command_vars, exe_key)
+            if not exe_from_environ:
+                possibles = [f90, f77] + self.possible_executables
+            else:
+                possibles = [exe_from_environ] + self.possible_executables
+
+            seen = set()
+            unique_possibles = []
+            for e in possibles:
+                if e == '<F77>':
+                    e = f77
+                elif e == '<F90>':
+                    e = f90
+                if not e or e in seen:
+                    continue
+                seen.add(e)
+                unique_possibles.append(e)
+
+            for exe in unique_possibles:
+                fc_exe = cached_find_executable(exe)
+                if fc_exe:
+                    cmd[0] = fc_exe
+                    return fc_exe
+            self.set_command(exe_key, None)
+            return None
+
+        ctype = self.compiler_type
+        f90 = set_exe('compiler_f90')
+        if not f90:
+            f77 = set_exe('compiler_f77')
+            if f77:
+                log.warn('%s: no Fortran 90 compiler found' % ctype)
+            else:
+                raise CompilerNotFound('%s: f90 nor f77' % ctype)
+        else:
+            f77 = set_exe('compiler_f77', f90=f90)
+            if not f77:
+                log.warn('%s: no Fortran 77 compiler found' % ctype)
+            set_exe('compiler_fix', f90=f90)
+
+        set_exe('linker_so', f77=f77, f90=f90)
+        set_exe('linker_exe', f77=f77, f90=f90)
+        set_exe('version_cmd', f77=f77, f90=f90)
+        set_exe('archiver')
+        set_exe('ranlib')
+
+    def update_executables(self):
+        """Called at the beginning of customisation. Subclasses should
+        override this if they need to set up the executables dictionary.
+
+        Note that self.find_executables() is run afterwards, so the
+        self.executables dictionary values can contain <F77> or <F90> as
+        the command, which will be replaced by the found F77 or F90
+        compiler.
+        """
+        pass
+
+    def get_flags(self):
+        """List of flags common to all compiler types."""
+        return [] + self.pic_flags
+
+    def _get_command_flags(self, key):
+        cmd = self.executables.get(key, None)
+        if cmd is None:
+            return []
+        return cmd[1:]
+
+    def get_flags_f77(self):
+        """List of Fortran 77 specific flags."""
+        return self._get_command_flags('compiler_f77')
+    def get_flags_f90(self):
+        """List of Fortran 90 specific flags."""
+        return self._get_command_flags('compiler_f90')
+    def get_flags_free(self):
+        """List of Fortran 90 free format specific flags."""
+        return []
+    def get_flags_fix(self):
+        """List of Fortran 90 fixed format specific flags."""
+        return self._get_command_flags('compiler_fix')
+    def get_flags_linker_so(self):
+        """List of linker flags to build a shared library."""
+        return self._get_command_flags('linker_so')
+    def get_flags_linker_exe(self):
+        """List of linker flags to build an executable."""
+        return self._get_command_flags('linker_exe')
+    def get_flags_ar(self):
+        """List of archiver flags. """
+        return self._get_command_flags('archiver')
+    def get_flags_opt(self):
+        """List of architecture independent compiler flags."""
+        return []
+    def get_flags_arch(self):
+        """List of architecture dependent compiler flags."""
+        return []
+    def get_flags_debug(self):
+        """List of compiler flags to compile with debugging information."""
+        return []
+
+    get_flags_opt_f77 = get_flags_opt_f90 = get_flags_opt
+    get_flags_arch_f77 = get_flags_arch_f90 = get_flags_arch
+    get_flags_debug_f77 = get_flags_debug_f90 = get_flags_debug
+
+    def get_libraries(self):
+        """List of compiler libraries."""
+        return self.libraries[:]
+    def get_library_dirs(self):
+        """List of compiler library directories."""
+        return self.library_dirs[:]
+
+    def get_version(self, force=False, ok_status=[0]):
+        assert self._is_customised
+        version = CCompiler.get_version(self, force=force, ok_status=ok_status)
+        if version is None:
+            raise CompilerNotFound()
+        return version
+
+
+    ############################################################
+
+    ## Public methods:
+
+    def customize(self, dist = None):
+        """Customize Fortran compiler.
+
+        This method gets Fortran compiler specific information from
+        (i) class definition, (ii) environment, (iii) distutils config
+        files, and (iv) command line (later overrides earlier).
+
+        This method should be always called after constructing a
+        compiler instance. But not in __init__ because Distribution
+        instance is needed for (iii) and (iv).
+        """
+        log.info('customize %s' % (self.__class__.__name__))
+
+        self._is_customised = True
+
+        self.distutils_vars.use_distribution(dist)
+        self.command_vars.use_distribution(dist)
+        self.flag_vars.use_distribution(dist)
+
+        self.update_executables()
+
+        # find_executables takes care of setting the compiler commands,
+        # version_cmd, linker_so, linker_exe, ar, and ranlib
+        self.find_executables()
+
+        noopt = self.distutils_vars.get('noopt', False)
+        noarch = self.distutils_vars.get('noarch', noopt)
+        debug = self.distutils_vars.get('debug', False)
+
+        f77 = self.command_vars.compiler_f77
+        f90 = self.command_vars.compiler_f90
+
+        f77flags = []
+        f90flags = []
+        freeflags = []
+        fixflags = []
+
+        if f77:
+            f77 = _shell_utils.NativeParser.split(f77)
+            f77flags = self.flag_vars.f77
+        if f90:
+            f90 = _shell_utils.NativeParser.split(f90)
+            f90flags = self.flag_vars.f90
+            freeflags = self.flag_vars.free
+        # XXX Assuming that free format is default for f90 compiler.
+        fix = self.command_vars.compiler_fix
+        # NOTE: this and similar examples are probably just
+        # excluding --coverage flag when F90 = gfortran --coverage
+        # instead of putting that flag somewhere more appropriate
+        # this and similar examples where a Fortran compiler
+        # environment variable has been customized by CI or a user
+        # should perhaps eventually be more thoroughly tested and more
+        # robustly handled
+        if fix:
+            fix = _shell_utils.NativeParser.split(fix)
+            fixflags = self.flag_vars.fix + f90flags
+
+        oflags, aflags, dflags = [], [], []
+        # examine get_flags_<tag>_<compiler> for extra flags
+        # only add them if the method is different from get_flags_<tag>
+        def get_flags(tag, flags):
+            # note that self.flag_vars.<tag> calls self.get_flags_<tag>()
+            flags.extend(getattr(self.flag_vars, tag))
+            this_get = getattr(self, 'get_flags_' + tag)
+            for name, c, flagvar in [('f77', f77, f77flags),
+                                     ('f90', f90, f90flags),
+                                     ('f90', fix, fixflags)]:
+                t = '%s_%s' % (tag, name)
+                if c and this_get is not getattr(self, 'get_flags_' + t):
+                    flagvar.extend(getattr(self.flag_vars, t))
+        if not noopt:
+            get_flags('opt', oflags)
+            if not noarch:
+                get_flags('arch', aflags)
+        if debug:
+            get_flags('debug', dflags)
+
+        fflags = self.flag_vars.flags + dflags + oflags + aflags
+
+        if f77:
+            self.set_commands(compiler_f77=f77+f77flags+fflags)
+        if f90:
+            self.set_commands(compiler_f90=f90+freeflags+f90flags+fflags)
+        if fix:
+            self.set_commands(compiler_fix=fix+fixflags+fflags)
+
+
+        #XXX: Do we need LDSHARED->SOSHARED, LDFLAGS->SOFLAGS
+        linker_so = self.linker_so
+        if linker_so:
+            linker_so_flags = self.flag_vars.linker_so
+            if sys.platform.startswith('aix'):
+                python_lib = get_python_lib(standard_lib=1)
+                ld_so_aix = os.path.join(python_lib, 'config', 'ld_so_aix')
+                python_exp = os.path.join(python_lib, 'config', 'python.exp')
+                linker_so = [ld_so_aix] + linker_so + ['-bI:'+python_exp]
+            if sys.platform.startswith('os400'):
+                from distutils.sysconfig import get_config_var
+                python_config = get_config_var('LIBPL')
+                ld_so_aix = os.path.join(python_config, 'ld_so_aix')
+                python_exp = os.path.join(python_config, 'python.exp')
+                linker_so = [ld_so_aix] + linker_so + ['-bI:'+python_exp]
+            self.set_commands(linker_so=linker_so+linker_so_flags)
+
+        linker_exe = self.linker_exe
+        if linker_exe:
+            linker_exe_flags = self.flag_vars.linker_exe
+            self.set_commands(linker_exe=linker_exe+linker_exe_flags)
+
+        ar = self.command_vars.archiver
+        if ar:
+            arflags = self.flag_vars.ar
+            self.set_commands(archiver=[ar]+arflags)
+
+        self.set_library_dirs(self.get_library_dirs())
+        self.set_libraries(self.get_libraries())
+
+    def dump_properties(self):
+        """Print out the attributes of a compiler instance."""
+        props = []
+        for key in list(self.executables.keys()) + \
+                ['version', 'libraries', 'library_dirs',
+                 'object_switch', 'compile_switch']:
+            if hasattr(self, key):
+                v = getattr(self, key)
+                props.append((key, None, '= '+repr(v)))
+        props.sort()
+
+        pretty_printer = FancyGetopt(props)
+        for l in pretty_printer.generate_help("%s instance properties:" \
+                                              % (self.__class__.__name__)):
+            if l[:4]=='  --':
+                l = '  ' + l[4:]
+            print(l)
+
+    ###################
+
+    def _compile(self, obj, src, ext, cc_args, extra_postargs, pp_opts):
+        """Compile 'src' to product 'obj'."""
+        src_flags = {}
+        if is_f_file(src) and not has_f90_header(src):
+            flavor = ':f77'
+            compiler = self.compiler_f77
+            src_flags = get_f77flags(src)
+            extra_compile_args = self.extra_f77_compile_args or []
+        elif is_free_format(src):
+            flavor = ':f90'
+            compiler = self.compiler_f90
+            if compiler is None:
+                raise DistutilsExecError('f90 not supported by %s needed for %s'\
+                      % (self.__class__.__name__, src))
+            extra_compile_args = self.extra_f90_compile_args or []
+        else:
+            flavor = ':fix'
+            compiler = self.compiler_fix
+            if compiler is None:
+                raise DistutilsExecError('f90 (fixed) not supported by %s needed for %s'\
+                      % (self.__class__.__name__, src))
+            extra_compile_args = self.extra_f90_compile_args or []
+        if self.object_switch[-1]==' ':
+            o_args = [self.object_switch.strip(), obj]
+        else:
+            o_args = [self.object_switch.strip()+obj]
+
+        assert self.compile_switch.strip()
+        s_args = [self.compile_switch, src]
+
+        if extra_compile_args:
+            log.info('extra %s options: %r' \
+                     % (flavor[1:], ' '.join(extra_compile_args)))
+
+        extra_flags = src_flags.get(self.compiler_type, [])
+        if extra_flags:
+            log.info('using compile options from source: %r' \
+                     % ' '.join(extra_flags))
+
+        command = compiler + cc_args + extra_flags + s_args + o_args \
+                  + extra_postargs + extra_compile_args
+
+        display = '%s: %s' % (os.path.basename(compiler[0]) + flavor,
+                              src)
+        try:
+            self.spawn(command, display=display)
+        except DistutilsExecError as e:
+            msg = str(e)
+            raise CompileError(msg) from None
+
+    def module_options(self, module_dirs, module_build_dir):
+        options = []
+        if self.module_dir_switch is not None:
+            if self.module_dir_switch[-1]==' ':
+                options.extend([self.module_dir_switch.strip(), module_build_dir])
+            else:
+                options.append(self.module_dir_switch.strip()+module_build_dir)
+        else:
+            print('XXX: module_build_dir=%r option ignored' % (module_build_dir))
+            print('XXX: Fix module_dir_switch for ', self.__class__.__name__)
+        if self.module_include_switch is not None:
+            for d in [module_build_dir]+module_dirs:
+                options.append('%s%s' % (self.module_include_switch, d))
+        else:
+            print('XXX: module_dirs=%r option ignored' % (module_dirs))
+            print('XXX: Fix module_include_switch for ', self.__class__.__name__)
+        return options
+
+    def library_option(self, lib):
+        return "-l" + lib
+    def library_dir_option(self, dir):
+        return "-L" + dir
+
+    def link(self, target_desc, objects,
+             output_filename, output_dir=None, libraries=None,
+             library_dirs=None, runtime_library_dirs=None,
+             export_symbols=None, debug=0, extra_preargs=None,
+             extra_postargs=None, build_temp=None, target_lang=None):
+        objects, output_dir = self._fix_object_args(objects, output_dir)
+        libraries, library_dirs, runtime_library_dirs = \
+            self._fix_lib_args(libraries, library_dirs, runtime_library_dirs)
+
+        lib_opts = gen_lib_options(self, library_dirs, runtime_library_dirs,
+                                   libraries)
+        if is_string(output_dir):
+            output_filename = os.path.join(output_dir, output_filename)
+        elif output_dir is not None:
+            raise TypeError("'output_dir' must be a string or None")
+
+        if self._need_link(objects, output_filename):
+            if self.library_switch[-1]==' ':
+                o_args = [self.library_switch.strip(), output_filename]
+            else:
+                o_args = [self.library_switch.strip()+output_filename]
+
+            if is_string(self.objects):
+                ld_args = objects + [self.objects]
+            else:
+                ld_args = objects + self.objects
+            ld_args = ld_args + lib_opts + o_args
+            if debug:
+                ld_args[:0] = ['-g']
+            if extra_preargs:
+                ld_args[:0] = extra_preargs
+            if extra_postargs:
+                ld_args.extend(extra_postargs)
+            self.mkpath(os.path.dirname(output_filename))
+            if target_desc == CCompiler.EXECUTABLE:
+                linker = self.linker_exe[:]
+            else:
+                linker = self.linker_so[:]
+            command = linker + ld_args
+            try:
+                self.spawn(command)
+            except DistutilsExecError as e:
+                msg = str(e)
+                raise LinkError(msg) from None
+        else:
+            log.debug("skipping %s (up-to-date)", output_filename)
+
+    def _environment_hook(self, name, hook_name):
+        if hook_name is None:
+            return None
+        if is_string(hook_name):
+            if hook_name.startswith('self.'):
+                hook_name = hook_name[5:]
+                hook = getattr(self, hook_name)
+                return hook()
+            elif hook_name.startswith('exe.'):
+                hook_name = hook_name[4:]
+                var = self.executables[hook_name]
+                if var:
+                    return var[0]
+                else:
+                    return None
+            elif hook_name.startswith('flags.'):
+                hook_name = hook_name[6:]
+                hook = getattr(self, 'get_flags_' + hook_name)
+                return hook()
+        else:
+            return hook_name()
+
+    def can_ccompiler_link(self, ccompiler):
+        """
+        Check if the given C compiler can link objects produced by
+        this compiler.
+        """
+        return True
+
+    def wrap_unlinkable_objects(self, objects, output_dir, extra_dll_dir):
+        """
+        Convert a set of object files that are not compatible with the default
+        linker, to a file that is compatible.
+
+        Parameters
+        ----------
+        objects : list
+            List of object files to include.
+        output_dir : str
+            Output directory to place generated object files.
+        extra_dll_dir : str
+            Output directory to place extra DLL files that need to be
+            included on Windows.
+
+        Returns
+        -------
+        converted_objects : list of str
+             List of converted object files.
+             Note that the number of output files is not necessarily
+             the same as inputs.
+
+        """
+        raise NotImplementedError()
+
+    ## class FCompiler
+
+_default_compilers = (
+    # sys.platform mappings
+    ('win32', ('gnu', 'intelv', 'absoft', 'compaqv', 'intelev', 'gnu95', 'g95',
+               'intelvem', 'intelem', 'flang')),
+    ('cygwin.*', ('gnu', 'intelv', 'absoft', 'compaqv', 'intelev', 'gnu95', 'g95')),
+    ('linux.*', ('arm', 'gnu95', 'intel', 'lahey', 'pg', 'nv', 'absoft', 'nag',
+                 'vast', 'compaq', 'intele', 'intelem', 'gnu', 'g95', 
+                 'pathf95', 'nagfor', 'fujitsu')),
+    ('darwin.*', ('gnu95', 'nag', 'nagfor', 'absoft', 'ibm', 'intel', 'gnu',
+                 'g95', 'pg')),
+    ('sunos.*', ('sun', 'gnu', 'gnu95', 'g95')),
+    ('irix.*', ('mips', 'gnu', 'gnu95',)),
+    ('aix.*', ('ibm', 'gnu', 'gnu95',)),
+    # os.name mappings
+    ('posix', ('gnu', 'gnu95',)),
+    ('nt', ('gnu', 'gnu95',)),
+    ('mac', ('gnu95', 'gnu', 'pg')),
+    )
+
+fcompiler_class = None
+fcompiler_aliases = None
+
+def load_all_fcompiler_classes():
+    """Cache all the FCompiler classes found in modules in the
+    numpy.distutils.fcompiler package.
+    """
+    from glob import glob
+    global fcompiler_class, fcompiler_aliases
+    if fcompiler_class is not None:
+        return
+    pys = os.path.join(os.path.dirname(__file__), '*.py')
+    fcompiler_class = {}
+    fcompiler_aliases = {}
+    for fname in glob(pys):
+        module_name, ext = os.path.splitext(os.path.basename(fname))
+        module_name = 'numpy.distutils.fcompiler.' + module_name
+        __import__ (module_name)
+        module = sys.modules[module_name]
+        if hasattr(module, 'compilers'):
+            for cname in module.compilers:
+                klass = getattr(module, cname)
+                desc = (klass.compiler_type, klass, klass.description)
+                fcompiler_class[klass.compiler_type] = desc
+                for alias in klass.compiler_aliases:
+                    if alias in fcompiler_aliases:
+                        raise ValueError("alias %r defined for both %s and %s"
+                                         % (alias, klass.__name__,
+                                            fcompiler_aliases[alias][1].__name__))
+                    fcompiler_aliases[alias] = desc
+
+def _find_existing_fcompiler(compiler_types,
+                             osname=None, platform=None,
+                             requiref90=False,
+                             c_compiler=None):
+    from numpy.distutils.core import get_distribution
+    dist = get_distribution(always=True)
+    for compiler_type in compiler_types:
+        v = None
+        try:
+            c = new_fcompiler(plat=platform, compiler=compiler_type,
+                              c_compiler=c_compiler)
+            c.customize(dist)
+            v = c.get_version()
+            if requiref90 and c.compiler_f90 is None:
+                v = None
+                new_compiler = c.suggested_f90_compiler
+                if new_compiler:
+                    log.warn('Trying %r compiler as suggested by %r '
+                             'compiler for f90 support.' % (compiler_type,
+                                                            new_compiler))
+                    c = new_fcompiler(plat=platform, compiler=new_compiler,
+                                      c_compiler=c_compiler)
+                    c.customize(dist)
+                    v = c.get_version()
+                    if v is not None:
+                        compiler_type = new_compiler
+            if requiref90 and c.compiler_f90 is None:
+                raise ValueError('%s does not support compiling f90 codes, '
+                                 'skipping.' % (c.__class__.__name__))
+        except DistutilsModuleError:
+            log.debug("_find_existing_fcompiler: compiler_type='%s' raised DistutilsModuleError", compiler_type)
+        except CompilerNotFound:
+            log.debug("_find_existing_fcompiler: compiler_type='%s' not found", compiler_type)
+        if v is not None:
+            return compiler_type
+    return None
+
+def available_fcompilers_for_platform(osname=None, platform=None):
+    if osname is None:
+        osname = os.name
+    if platform is None:
+        platform = sys.platform
+    matching_compiler_types = []
+    for pattern, compiler_type in _default_compilers:
+        if re.match(pattern, platform) or re.match(pattern, osname):
+            for ct in compiler_type:
+                if ct not in matching_compiler_types:
+                    matching_compiler_types.append(ct)
+    if not matching_compiler_types:
+        matching_compiler_types.append('gnu')
+    return matching_compiler_types
+
+def get_default_fcompiler(osname=None, platform=None, requiref90=False,
+                          c_compiler=None):
+    """Determine the default Fortran compiler to use for the given
+    platform."""
+    matching_compiler_types = available_fcompilers_for_platform(osname,
+                                                                platform)
+    log.info("get_default_fcompiler: matching types: '%s'",
+             matching_compiler_types)
+    compiler_type =  _find_existing_fcompiler(matching_compiler_types,
+                                              osname=osname,
+                                              platform=platform,
+                                              requiref90=requiref90,
+                                              c_compiler=c_compiler)
+    return compiler_type
+
+# Flag to avoid rechecking for Fortran compiler every time
+failed_fcompilers = set()
+
+def new_fcompiler(plat=None,
+                  compiler=None,
+                  verbose=0,
+                  dry_run=0,
+                  force=0,
+                  requiref90=False,
+                  c_compiler = None):
+    """Generate an instance of some FCompiler subclass for the supplied
+    platform/compiler combination.
+    """
+    global failed_fcompilers
+    fcompiler_key = (plat, compiler)
+    if fcompiler_key in failed_fcompilers:
+        return None
+
+    load_all_fcompiler_classes()
+    if plat is None:
+        plat = os.name
+    if compiler is None:
+        compiler = get_default_fcompiler(plat, requiref90=requiref90,
+                                         c_compiler=c_compiler)
+    if compiler in fcompiler_class:
+        module_name, klass, long_description = fcompiler_class[compiler]
+    elif compiler in fcompiler_aliases:
+        module_name, klass, long_description = fcompiler_aliases[compiler]
+    else:
+        msg = "don't know how to compile Fortran code on platform '%s'" % plat
+        if compiler is not None:
+            msg = msg + " with '%s' compiler." % compiler
+            msg = msg + " Supported compilers are: %s)" \
+                  % (','.join(fcompiler_class.keys()))
+        log.warn(msg)
+        failed_fcompilers.add(fcompiler_key)
+        return None
+
+    compiler = klass(verbose=verbose, dry_run=dry_run, force=force)
+    compiler.c_compiler = c_compiler
+    return compiler
+
+def show_fcompilers(dist=None):
+    """Print list of available compilers (used by the "--help-fcompiler"
+    option to "config_fc").
+    """
+    if dist is None:
+        from distutils.dist import Distribution
+        from numpy.distutils.command.config_compiler import config_fc
+        dist = Distribution()
+        dist.script_name = os.path.basename(sys.argv[0])
+        dist.script_args = ['config_fc'] + sys.argv[1:]
+        try:
+            dist.script_args.remove('--help-fcompiler')
+        except ValueError:
+            pass
+        dist.cmdclass['config_fc'] = config_fc
+        dist.parse_config_files()
+        dist.parse_command_line()
+    compilers = []
+    compilers_na = []
+    compilers_ni = []
+    if not fcompiler_class:
+        load_all_fcompiler_classes()
+    platform_compilers = available_fcompilers_for_platform()
+    for compiler in platform_compilers:
+        v = None
+        log.set_verbosity(-2)
+        try:
+            c = new_fcompiler(compiler=compiler, verbose=dist.verbose)
+            c.customize(dist)
+            v = c.get_version()
+        except (DistutilsModuleError, CompilerNotFound) as e:
+            log.debug("show_fcompilers: %s not found" % (compiler,))
+            log.debug(repr(e))
+
+        if v is None:
+            compilers_na.append(("fcompiler="+compiler, None,
+                              fcompiler_class[compiler][2]))
+        else:
+            c.dump_properties()
+            compilers.append(("fcompiler="+compiler, None,
+                              fcompiler_class[compiler][2] + ' (%s)' % v))
+
+    compilers_ni = list(set(fcompiler_class.keys()) - set(platform_compilers))
+    compilers_ni = [("fcompiler="+fc, None, fcompiler_class[fc][2])
+                    for fc in compilers_ni]
+
+    compilers.sort()
+    compilers_na.sort()
+    compilers_ni.sort()
+    pretty_printer = FancyGetopt(compilers)
+    pretty_printer.print_help("Fortran compilers found:")
+    pretty_printer = FancyGetopt(compilers_na)
+    pretty_printer.print_help("Compilers available for this "
+                              "platform, but not found:")
+    if compilers_ni:
+        pretty_printer = FancyGetopt(compilers_ni)
+        pretty_printer.print_help("Compilers not available on this platform:")
+    print("For compiler details, run 'config_fc --verbose' setup command.")
+
+
+def dummy_fortran_file():
+    fo, name = make_temp_file(suffix='.f')
+    fo.write("      subroutine dummy()\n      end\n")
+    fo.close()
+    return name[:-2]
+
+
+is_f_file = re.compile(r'.*\.(for|ftn|f77|f)\Z', re.I).match
+_has_f_header = re.compile(r'-\*-\s*fortran\s*-\*-', re.I).search
+_has_f90_header = re.compile(r'-\*-\s*f90\s*-\*-', re.I).search
+_has_fix_header = re.compile(r'-\*-\s*fix\s*-\*-', re.I).search
+_free_f90_start = re.compile(r'[^c*!]\s*[^\s\d\t]', re.I).match
+
+def is_free_format(file):
+    """Check if file is in free format Fortran."""
+    # f90 allows both fixed and free format, assuming fixed unless
+    # signs of free format are detected.
+    result = 0
+    with open(file, encoding='latin1') as f:
+        line = f.readline()
+        n = 10000 # the number of non-comment lines to scan for hints
+        if _has_f_header(line) or _has_fix_header(line):
+            n = 0
+        elif _has_f90_header(line):
+            n = 0
+            result = 1
+        while n>0 and line:
+            line = line.rstrip()
+            if line and line[0]!='!':
+                n -= 1
+                if (line[0]!='\t' and _free_f90_start(line[:5])) or line[-1:]=='&':
+                    result = 1
+                    break
+            line = f.readline()
+    return result
+
+def has_f90_header(src):
+    with open(src, encoding='latin1') as f:
+        line = f.readline()
+    return _has_f90_header(line) or _has_fix_header(line)
+
+_f77flags_re = re.compile(r'(c|)f77flags\s*\(\s*(?P<fcname>\w+)\s*\)\s*=\s*(?P<fflags>.*)', re.I)
+def get_f77flags(src):
+    """
+    Search the first 20 lines of fortran 77 code for line pattern
+      `CF77FLAGS(<fcompiler type>)=<f77 flags>`
+    Return a dictionary {<fcompiler type>:<f77 flags>}.
+    """
+    flags = {}
+    with open(src, encoding='latin1') as f:
+        i = 0
+        for line in f:
+            i += 1
+            if i>20: break
+            m = _f77flags_re.match(line)
+            if not m: continue
+            fcname = m.group('fcname').strip()
+            fflags = m.group('fflags').strip()
+            flags[fcname] = split_quoted(fflags)
+    return flags
+
+# TODO: implement get_f90flags and use it in _compile similarly to get_f77flags
+
+if __name__ == '__main__':
+    show_fcompilers()
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+import re
+import os
+import sys
+import warnings
+import platform
+import tempfile
+import hashlib
+import base64
+import subprocess
+from subprocess import Popen, PIPE, STDOUT
+from numpy.distutils.exec_command import filepath_from_subprocess_output
+from numpy.distutils.fcompiler import FCompiler
+from distutils.version import LooseVersion
+
+compilers = ['GnuFCompiler', 'Gnu95FCompiler']
+
+TARGET_R = re.compile(r"Target: ([a-zA-Z0-9_\-]*)")
+
+# XXX: handle cross compilation
+
+
+def is_win64():
+    return sys.platform == "win32" and platform.architecture()[0] == "64bit"
+
+
+class GnuFCompiler(FCompiler):
+    compiler_type = 'gnu'
+    compiler_aliases = ('g77', )
+    description = 'GNU Fortran 77 compiler'
+
+    def gnu_version_match(self, version_string):
+        """Handle the different versions of GNU fortran compilers"""
+        # Strip warning(s) that may be emitted by gfortran
+        while version_string.startswith('gfortran: warning'):
+            version_string =\
+                version_string[version_string.find('\n') + 1:].strip()
+
+        # Gfortran versions from after 2010 will output a simple string
+        # (usually "x.y", "x.y.z" or "x.y.z-q") for ``-dumpversion``; older
+        # gfortrans may still return long version strings (``-dumpversion`` was
+        # an alias for ``--version``)
+        if len(version_string) <= 20:
+            # Try to find a valid version string
+            m = re.search(r'([0-9.]+)', version_string)
+            if m:
+                # g77 provides a longer version string that starts with GNU
+                # Fortran
+                if version_string.startswith('GNU Fortran'):
+                    return ('g77', m.group(1))
+
+                # gfortran only outputs a version string such as #.#.#, so check
+                # if the match is at the start of the string
+                elif m.start() == 0:
+                    return ('gfortran', m.group(1))
+        else:
+            # Output probably from --version, try harder:
+            m = re.search(r'GNU Fortran\s+95.*?([0-9-.]+)', version_string)
+            if m:
+                return ('gfortran', m.group(1))
+            m = re.search(
+                r'GNU Fortran.*?\-?([0-9-.]+\.[0-9-.]+)', version_string)
+            if m:
+                v = m.group(1)
+                if v.startswith('0') or v.startswith('2') or v.startswith('3'):
+                    # the '0' is for early g77's
+                    return ('g77', v)
+                else:
+                    # at some point in the 4.x series, the ' 95' was dropped
+                    # from the version string
+                    return ('gfortran', v)
+
+        # If still nothing, raise an error to make the problem easy to find.
+        err = 'A valid Fortran version was not found in this string:\n'
+        raise ValueError(err + version_string)
+
+    def version_match(self, version_string):
+        v = self.gnu_version_match(version_string)
+        if not v or v[0] != 'g77':
+            return None
+        return v[1]
+
+    possible_executables = ['g77', 'f77']
+    executables = {
+        'version_cmd'  : [None, "-dumpversion"],
+        'compiler_f77' : [None, "-g", "-Wall", "-fno-second-underscore"],
+        'compiler_f90' : None,  # Use --fcompiler=gnu95 for f90 codes
+        'compiler_fix' : None,
+        'linker_so'    : [None, "-g", "-Wall"],
+        'archiver'     : ["ar", "-cr"],
+        'ranlib'       : ["ranlib"],
+        'linker_exe'   : [None, "-g", "-Wall"]
+    }
+    module_dir_switch = None
+    module_include_switch = None
+
+    # Cygwin: f771: warning: -fPIC ignored for target (all code is
+    # position independent)
+    if os.name != 'nt' and sys.platform != 'cygwin':
+        pic_flags = ['-fPIC']
+
+    # use -mno-cygwin for g77 when Python is not Cygwin-Python
+    if sys.platform == 'win32':
+        for key in ['version_cmd', 'compiler_f77', 'linker_so', 'linker_exe']:
+            executables[key].append('-mno-cygwin')
+
+    g2c = 'g2c'
+    suggested_f90_compiler = 'gnu95'
+
+    def get_flags_linker_so(self):
+        opt = self.linker_so[1:]
+        if sys.platform == 'darwin':
+            target = os.environ.get('MACOSX_DEPLOYMENT_TARGET', None)
+            # If MACOSX_DEPLOYMENT_TARGET is set, we simply trust the value
+            # and leave it alone.  But, distutils will complain if the
+            # environment's value is different from the one in the Python
+            # Makefile used to build Python.  We let distutils handle this
+            # error checking.
+            if not target:
+                # If MACOSX_DEPLOYMENT_TARGET is not set in the environment,
+                # we try to get it first from sysconfig and then
+                # fall back to setting it to 10.9 This is a reasonable default
+                # even when using the official Python dist and those derived
+                # from it.
+                import sysconfig
+                target = sysconfig.get_config_var('MACOSX_DEPLOYMENT_TARGET')
+                if not target:
+                    target = '10.9'
+                    s = f'Env. variable MACOSX_DEPLOYMENT_TARGET set to {target}'
+                    warnings.warn(s, stacklevel=2)
+                os.environ['MACOSX_DEPLOYMENT_TARGET'] = str(target)
+            opt.extend(['-undefined', 'dynamic_lookup', '-bundle'])
+        else:
+            opt.append("-shared")
+        if sys.platform.startswith('sunos'):
+            # SunOS often has dynamically loaded symbols defined in the
+            # static library libg2c.a  The linker doesn't like this.  To
+            # ignore the problem, use the -mimpure-text flag.  It isn't
+            # the safest thing, but seems to work. 'man gcc' says:
+            # ".. Instead of using -mimpure-text, you should compile all
+            #  source code with -fpic or -fPIC."
+            opt.append('-mimpure-text')
+        return opt
+
+    def get_libgcc_dir(self):
+        try:
+            output = subprocess.check_output(self.compiler_f77 +
+                                            ['-print-libgcc-file-name'])
+        except (OSError, subprocess.CalledProcessError):
+            pass
+        else:
+            output = filepath_from_subprocess_output(output)
+            return os.path.dirname(output)
+        return None
+
+    def get_libgfortran_dir(self):
+        if sys.platform[:5] == 'linux':
+            libgfortran_name = 'libgfortran.so'
+        elif sys.platform == 'darwin':
+            libgfortran_name = 'libgfortran.dylib'
+        else:
+            libgfortran_name = None
+
+        libgfortran_dir = None
+        if libgfortran_name:
+            find_lib_arg = ['-print-file-name={0}'.format(libgfortran_name)]
+            try:
+                output = subprocess.check_output(
+                                       self.compiler_f77 + find_lib_arg)
+            except (OSError, subprocess.CalledProcessError):
+                pass
+            else:
+                output = filepath_from_subprocess_output(output)
+                libgfortran_dir = os.path.dirname(output)
+        return libgfortran_dir
+
+    def get_library_dirs(self):
+        opt = []
+        if sys.platform[:5] != 'linux':
+            d = self.get_libgcc_dir()
+            if d:
+                # if windows and not cygwin, libg2c lies in a different folder
+                if sys.platform == 'win32' and not d.startswith('/usr/lib'):
+                    d = os.path.normpath(d)
+                    path = os.path.join(d, "lib%s.a" % self.g2c)
+                    if not os.path.exists(path):
+                        root = os.path.join(d, *((os.pardir, ) * 4))
+                        d2 = os.path.abspath(os.path.join(root, 'lib'))
+                        path = os.path.join(d2, "lib%s.a" % self.g2c)
+                        if os.path.exists(path):
+                            opt.append(d2)
+                opt.append(d)
+        # For Macports / Linux, libgfortran and libgcc are not co-located
+        lib_gfortran_dir = self.get_libgfortran_dir()
+        if lib_gfortran_dir:
+            opt.append(lib_gfortran_dir)
+        return opt
+
+    def get_libraries(self):
+        opt = []
+        d = self.get_libgcc_dir()
+        if d is not None:
+            g2c = self.g2c + '-pic'
+            f = self.static_lib_format % (g2c, self.static_lib_extension)
+            if not os.path.isfile(os.path.join(d, f)):
+                g2c = self.g2c
+        else:
+            g2c = self.g2c
+
+        if g2c is not None:
+            opt.append(g2c)
+        c_compiler = self.c_compiler
+        if sys.platform == 'win32' and c_compiler and \
+                c_compiler.compiler_type == 'msvc':
+            opt.append('gcc')
+        if sys.platform == 'darwin':
+            opt.append('cc_dynamic')
+        return opt
+
+    def get_flags_debug(self):
+        return ['-g']
+
+    def get_flags_opt(self):
+        v = self.get_version()
+        if v and v <= '3.3.3':
+            # With this compiler version building Fortran BLAS/LAPACK
+            # with -O3 caused failures in lib.lapack heevr,syevr tests.
+            opt = ['-O2']
+        else:
+            opt = ['-O3']
+        opt.append('-funroll-loops')
+        return opt
+
+    def _c_arch_flags(self):
+        """ Return detected arch flags from CFLAGS """
+        import sysconfig
+        try:
+            cflags = sysconfig.get_config_vars()['CFLAGS']
+        except KeyError:
+            return []
+        arch_re = re.compile(r"-arch\s+(\w+)")
+        arch_flags = []
+        for arch in arch_re.findall(cflags):
+            arch_flags += ['-arch', arch]
+        return arch_flags
+
+    def get_flags_arch(self):
+        return []
+
+    def runtime_library_dir_option(self, dir):
+        if sys.platform == 'win32' or sys.platform == 'cygwin':
+            # Linux/Solaris/Unix support RPATH, Windows does not
+            raise NotImplementedError
+
+        # TODO: could use -Xlinker here, if it's supported
+        assert "," not in dir
+
+        if sys.platform == 'darwin':
+            return f'-Wl,-rpath,{dir}'
+        elif sys.platform.startswith(('aix', 'os400')):
+            # AIX RPATH is called LIBPATH
+            return f'-Wl,-blibpath:{dir}'
+        else:
+            return f'-Wl,-rpath={dir}'
+
+
+class Gnu95FCompiler(GnuFCompiler):
+    compiler_type = 'gnu95'
+    compiler_aliases = ('gfortran', )
+    description = 'GNU Fortran 95 compiler'
+
+    def version_match(self, version_string):
+        v = self.gnu_version_match(version_string)
+        if not v or v[0] != 'gfortran':
+            return None
+        v = v[1]
+        if LooseVersion(v) >= "4":
+            # gcc-4 series releases do not support -mno-cygwin option
+            pass
+        else:
+            # use -mno-cygwin flag for gfortran when Python is not
+            # Cygwin-Python
+            if sys.platform == 'win32':
+                for key in [
+                        'version_cmd', 'compiler_f77', 'compiler_f90',
+                        'compiler_fix', 'linker_so', 'linker_exe'
+                ]:
+                    self.executables[key].append('-mno-cygwin')
+        return v
+
+    possible_executables = ['gfortran', 'f95']
+    executables = {
+        'version_cmd'  : ["<F90>", "-dumpversion"],
+        'compiler_f77' : [None, "-Wall", "-g", "-ffixed-form",
+                          "-fno-second-underscore"],
+        'compiler_f90' : [None, "-Wall", "-g",
+                          "-fno-second-underscore"],
+        'compiler_fix' : [None, "-Wall",  "-g","-ffixed-form",
+                          "-fno-second-underscore"],
+        'linker_so'    : ["<F90>", "-Wall", "-g"],
+        'archiver'     : ["ar", "-cr"],
+        'ranlib'       : ["ranlib"],
+        'linker_exe'   : [None, "-Wall"]
+    }
+
+    module_dir_switch = '-J'
+    module_include_switch = '-I'
+
+    if sys.platform.startswith(('aix', 'os400')):
+        executables['linker_so'].append('-lpthread')
+        if platform.architecture()[0][:2] == '64':
+            for key in ['compiler_f77', 'compiler_f90','compiler_fix','linker_so', 'linker_exe']:
+                executables[key].append('-maix64')
+
+    g2c = 'gfortran'
+
+    def _universal_flags(self, cmd):
+        """Return a list of -arch flags for every supported architecture."""
+        if not sys.platform == 'darwin':
+            return []
+        arch_flags = []
+        # get arches the C compiler gets.
+        c_archs = self._c_arch_flags()
+        if "i386" in c_archs:
+            c_archs[c_archs.index("i386")] = "i686"
+        # check the arches the Fortran compiler supports, and compare with
+        # arch flags from C compiler
+        for arch in ["ppc", "i686", "x86_64", "ppc64", "s390x"]:
+            if _can_target(cmd, arch) and arch in c_archs:
+                arch_flags.extend(["-arch", arch])
+        return arch_flags
+
+    def get_flags(self):
+        flags = GnuFCompiler.get_flags(self)
+        arch_flags = self._universal_flags(self.compiler_f90)
+        if arch_flags:
+            flags[:0] = arch_flags
+        return flags
+
+    def get_flags_linker_so(self):
+        flags = GnuFCompiler.get_flags_linker_so(self)
+        arch_flags = self._universal_flags(self.linker_so)
+        if arch_flags:
+            flags[:0] = arch_flags
+        return flags
+
+    def get_library_dirs(self):
+        opt = GnuFCompiler.get_library_dirs(self)
+        if sys.platform == 'win32':
+            c_compiler = self.c_compiler
+            if c_compiler and c_compiler.compiler_type == "msvc":
+                target = self.get_target()
+                if target:
+                    d = os.path.normpath(self.get_libgcc_dir())
+                    root = os.path.join(d, *((os.pardir, ) * 4))
+                    path = os.path.join(root, "lib")
+                    mingwdir = os.path.normpath(path)
+                    if os.path.exists(os.path.join(mingwdir, "libmingwex.a")):
+                        opt.append(mingwdir)
+        # For Macports / Linux, libgfortran and libgcc are not co-located
+        lib_gfortran_dir = self.get_libgfortran_dir()
+        if lib_gfortran_dir:
+            opt.append(lib_gfortran_dir)
+        return opt
+
+    def get_libraries(self):
+        opt = GnuFCompiler.get_libraries(self)
+        if sys.platform == 'darwin':
+            opt.remove('cc_dynamic')
+        if sys.platform == 'win32':
+            c_compiler = self.c_compiler
+            if c_compiler and c_compiler.compiler_type == "msvc":
+                if "gcc" in opt:
+                    i = opt.index("gcc")
+                    opt.insert(i + 1, "mingwex")
+                    opt.insert(i + 1, "mingw32")
+            c_compiler = self.c_compiler
+            if c_compiler and c_compiler.compiler_type == "msvc":
+                return []
+            else:
+                pass
+        return opt
+
+    def get_target(self):
+        try:
+            p = subprocess.Popen(
+                self.compiler_f77 + ['-v'],
+                stdin=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+            )
+            stdout, stderr = p.communicate()
+            output = (stdout or b"") + (stderr or b"")
+        except (OSError, subprocess.CalledProcessError):
+            pass
+        else:
+            output = filepath_from_subprocess_output(output)
+            m = TARGET_R.search(output)
+            if m:
+                return m.group(1)
+        return ""
+
+    def _hash_files(self, filenames):
+        h = hashlib.sha1()
+        for fn in filenames:
+            with open(fn, 'rb') as f:
+                while True:
+                    block = f.read(131072)
+                    if not block:
+                        break
+                    h.update(block)
+        text = base64.b32encode(h.digest())
+        text = text.decode('ascii')
+        return text.rstrip('=')
+
+    def _link_wrapper_lib(self, objects, output_dir, extra_dll_dir,
+                          chained_dlls, is_archive):
+        """Create a wrapper shared library for the given objects
+
+        Return an MSVC-compatible lib
+        """
+
+        c_compiler = self.c_compiler
+        if c_compiler.compiler_type != "msvc":
+            raise ValueError("This method only supports MSVC")
+
+        object_hash = self._hash_files(list(objects) + list(chained_dlls))
+
+        if is_win64():
+            tag = 'win_amd64'
+        else:
+            tag = 'win32'
+
+        basename = 'lib' + os.path.splitext(
+            os.path.basename(objects[0]))[0][:8]
+        root_name = basename + '.' + object_hash + '.gfortran-' + tag
+        dll_name = root_name + '.dll'
+        def_name = root_name + '.def'
+        lib_name = root_name + '.lib'
+        dll_path = os.path.join(extra_dll_dir, dll_name)
+        def_path = os.path.join(output_dir, def_name)
+        lib_path = os.path.join(output_dir, lib_name)
+
+        if os.path.isfile(lib_path):
+            # Nothing to do
+            return lib_path, dll_path
+
+        if is_archive:
+            objects = (["-Wl,--whole-archive"] + list(objects) +
+                       ["-Wl,--no-whole-archive"])
+        self.link_shared_object(
+            objects,
+            dll_name,
+            output_dir=extra_dll_dir,
+            extra_postargs=list(chained_dlls) + [
+                '-Wl,--allow-multiple-definition',
+                '-Wl,--output-def,' + def_path,
+                '-Wl,--export-all-symbols',
+                '-Wl,--enable-auto-import',
+                '-static',
+                '-mlong-double-64',
+            ])
+
+        # No PowerPC!
+        if is_win64():
+            specifier = '/MACHINE:X64'
+        else:
+            specifier = '/MACHINE:X86'
+
+        # MSVC specific code
+        lib_args = ['/def:' + def_path, '/OUT:' + lib_path, specifier]
+        if not c_compiler.initialized:
+            c_compiler.initialize()
+        c_compiler.spawn([c_compiler.lib] + lib_args)
+
+        return lib_path, dll_path
+
+    def can_ccompiler_link(self, compiler):
+        # MSVC cannot link objects compiled by GNU fortran
+        return compiler.compiler_type not in ("msvc", )
+
+    def wrap_unlinkable_objects(self, objects, output_dir, extra_dll_dir):
+        """
+        Convert a set of object files that are not compatible with the default
+        linker, to a file that is compatible.
+        """
+        if self.c_compiler.compiler_type == "msvc":
+            # Compile a DLL and return the lib for the DLL as
+            # the object. Also keep track of previous DLLs that
+            # we have compiled so that we can link against them.
+
+            # If there are .a archives, assume they are self-contained
+            # static libraries, and build separate DLLs for each
+            archives = []
+            plain_objects = []
+            for obj in objects:
+                if obj.lower().endswith('.a'):
+                    archives.append(obj)
+                else:
+                    plain_objects.append(obj)
+
+            chained_libs = []
+            chained_dlls = []
+            for archive in archives[::-1]:
+                lib, dll = self._link_wrapper_lib(
+                    [archive],
+                    output_dir,
+                    extra_dll_dir,
+                    chained_dlls=chained_dlls,
+                    is_archive=True)
+                chained_libs.insert(0, lib)
+                chained_dlls.insert(0, dll)
+
+            if not plain_objects:
+                return chained_libs
+
+            lib, dll = self._link_wrapper_lib(
+                plain_objects,
+                output_dir,
+                extra_dll_dir,
+                chained_dlls=chained_dlls,
+                is_archive=False)
+            return [lib] + chained_libs
+        else:
+            raise ValueError("Unsupported C compiler")
+
+
+def _can_target(cmd, arch):
+    """Return true if the architecture supports the -arch flag"""
+    newcmd = cmd[:]
+    fid, filename = tempfile.mkstemp(suffix=".f")
+    os.close(fid)
+    try:
+        d = os.path.dirname(filename)
+        output = os.path.splitext(filename)[0] + ".o"
+        try:
+            newcmd.extend(["-arch", arch, "-c", filename])
+            p = Popen(newcmd, stderr=STDOUT, stdout=PIPE, cwd=d)
+            p.communicate()
+            return p.returncode == 0
+        finally:
+            if os.path.exists(output):
+                os.remove(output)
+    finally:
+        os.remove(filename)
+
+
+if __name__ == '__main__':
+    from distutils import log
+    from numpy.distutils import customized_fcompiler
+    log.set_verbosity(2)
+
+    print(customized_fcompiler('gnu').get_version())
+    try:
+        print(customized_fcompiler('g95').get_version())
+    except Exception as e:
+        print(e)
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/hpux.py b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/hpux.py
new file mode 120000
index 0000000..7cc14c1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/hpux.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/82/5a/14/8d61a8ecc8099ae928ac3abb6710e79d4297c7e0ba0107ebc90b2154ce
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/ibm.py b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/ibm.py
new file mode 120000
index 0000000..4598192
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/ibm.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5b/ba/fa/5bb92f18f06e5acaeff95b031c4513abb6d2ef7978755214d62a66f880
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/intel.py b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/intel.py
new file mode 100644
index 0000000..1d60659
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/intel.py
@@ -0,0 +1,211 @@
+# http://developer.intel.com/software/products/compilers/flin/
+import sys
+
+from numpy.distutils.ccompiler import simple_version_match
+from numpy.distutils.fcompiler import FCompiler, dummy_fortran_file
+
+compilers = ['IntelFCompiler', 'IntelVisualFCompiler',
+             'IntelItaniumFCompiler', 'IntelItaniumVisualFCompiler',
+             'IntelEM64VisualFCompiler', 'IntelEM64TFCompiler']
+
+
+def intel_version_match(type):
+    # Match against the important stuff in the version string
+    return simple_version_match(start=r'Intel.*?Fortran.*?(?:%s).*?Version' % (type,))
+
+
+class BaseIntelFCompiler(FCompiler):
+    def update_executables(self):
+        f = dummy_fortran_file()
+        self.executables['version_cmd'] = ['<F77>', '-FI', '-V', '-c',
+                                           f + '.f', '-o', f + '.o']
+
+    def runtime_library_dir_option(self, dir):
+        # TODO: could use -Xlinker here, if it's supported
+        assert "," not in dir
+
+        return '-Wl,-rpath=%s' % dir
+
+
+class IntelFCompiler(BaseIntelFCompiler):
+
+    compiler_type = 'intel'
+    compiler_aliases = ('ifort',)
+    description = 'Intel Fortran Compiler for 32-bit apps'
+    version_match = intel_version_match('32-bit|IA-32')
+
+    possible_executables = ['ifort', 'ifc']
+
+    executables = {
+        'version_cmd'  : None,          # set by update_executables
+        'compiler_f77' : [None, "-72", "-w90", "-w95"],
+        'compiler_f90' : [None],
+        'compiler_fix' : [None, "-FI"],
+        'linker_so'    : ["<F90>", "-shared"],
+        'archiver'     : ["ar", "-cr"],
+        'ranlib'       : ["ranlib"]
+        }
+
+    pic_flags = ['-fPIC']
+    module_dir_switch = '-module '  # Don't remove ending space!
+    module_include_switch = '-I'
+
+    def get_flags_free(self):
+        return ['-FR']
+
+    def get_flags(self):
+        return ['-fPIC']
+
+    def get_flags_opt(self):  # Scipy test failures with -O2
+        v = self.get_version()
+        mpopt = 'openmp' if v and v < '15' else 'qopenmp'
+        return ['-fp-model', 'strict', '-O1',
+                '-assume', 'minus0', '-{}'.format(mpopt)]
+
+    def get_flags_arch(self):
+        return []
+
+    def get_flags_linker_so(self):
+        opt = FCompiler.get_flags_linker_so(self)
+        v = self.get_version()
+        if v and v >= '8.0':
+            opt.append('-nofor_main')
+        if sys.platform == 'darwin':
+            # Here, it's -dynamiclib
+            try:
+                idx = opt.index('-shared')
+                opt.remove('-shared')
+            except ValueError:
+                idx = 0
+            opt[idx:idx] = ['-dynamiclib', '-Wl,-undefined,dynamic_lookup']
+        return opt
+
+
+class IntelItaniumFCompiler(IntelFCompiler):
+    compiler_type = 'intele'
+    compiler_aliases = ()
+    description = 'Intel Fortran Compiler for Itanium apps'
+
+    version_match = intel_version_match('Itanium|IA-64')
+
+    possible_executables = ['ifort', 'efort', 'efc']
+
+    executables = {
+        'version_cmd'  : None,
+        'compiler_f77' : [None, "-FI", "-w90", "-w95"],
+        'compiler_fix' : [None, "-FI"],
+        'compiler_f90' : [None],
+        'linker_so'    : ['<F90>', "-shared"],
+        'archiver'     : ["ar", "-cr"],
+        'ranlib'       : ["ranlib"]
+        }
+
+
+class IntelEM64TFCompiler(IntelFCompiler):
+    compiler_type = 'intelem'
+    compiler_aliases = ()
+    description = 'Intel Fortran Compiler for 64-bit apps'
+
+    version_match = intel_version_match('EM64T-based|Intel\\(R\\) 64|64|IA-64|64-bit')
+
+    possible_executables = ['ifort', 'efort', 'efc']
+
+    executables = {
+        'version_cmd'  : None,
+        'compiler_f77' : [None, "-FI"],
+        'compiler_fix' : [None, "-FI"],
+        'compiler_f90' : [None],
+        'linker_so'    : ['<F90>', "-shared"],
+        'archiver'     : ["ar", "-cr"],
+        'ranlib'       : ["ranlib"]
+        }
+
+# Is there no difference in the version string between the above compilers
+# and the Visual compilers?
+
+
+class IntelVisualFCompiler(BaseIntelFCompiler):
+    compiler_type = 'intelv'
+    description = 'Intel Visual Fortran Compiler for 32-bit apps'
+    version_match = intel_version_match('32-bit|IA-32')
+
+    def update_executables(self):
+        f = dummy_fortran_file()
+        self.executables['version_cmd'] = ['<F77>', '/FI', '/c',
+                                           f + '.f', '/o', f + '.o']
+
+    ar_exe = 'lib.exe'
+    possible_executables = ['ifort', 'ifl']
+
+    executables = {
+        'version_cmd'  : None,
+        'compiler_f77' : [None],
+        'compiler_fix' : [None],
+        'compiler_f90' : [None],
+        'linker_so'    : [None],
+        'archiver'     : [ar_exe, "/verbose", "/OUT:"],
+        'ranlib'       : None
+        }
+
+    compile_switch = '/c '
+    object_switch = '/Fo'     # No space after /Fo!
+    library_switch = '/OUT:'  # No space after /OUT:!
+    module_dir_switch = '/module:'  # No space after /module:
+    module_include_switch = '/I'
+
+    def get_flags(self):
+        opt = ['/nologo', '/MD', '/nbs', '/names:lowercase', 
+               '/assume:underscore', '/fpp']
+        return opt
+
+    def get_flags_free(self):
+        return []
+
+    def get_flags_debug(self):
+        return ['/4Yb', '/d2']
+
+    def get_flags_opt(self):
+        return ['/O1', '/assume:minus0']  # Scipy test failures with /O2
+
+    def get_flags_arch(self):
+        return ["/arch:IA32", "/QaxSSE3"]
+
+    def runtime_library_dir_option(self, dir):
+        raise NotImplementedError
+
+
+class IntelItaniumVisualFCompiler(IntelVisualFCompiler):
+    compiler_type = 'intelev'
+    description = 'Intel Visual Fortran Compiler for Itanium apps'
+
+    version_match = intel_version_match('Itanium')
+
+    possible_executables = ['efl']  # XXX this is a wild guess
+    ar_exe = IntelVisualFCompiler.ar_exe
+
+    executables = {
+        'version_cmd'  : None,
+        'compiler_f77' : [None, "-FI", "-w90", "-w95"],
+        'compiler_fix' : [None, "-FI", "-4L72", "-w"],
+        'compiler_f90' : [None],
+        'linker_so'    : ['<F90>', "-shared"],
+        'archiver'     : [ar_exe, "/verbose", "/OUT:"],
+        'ranlib'       : None
+        }
+
+
+class IntelEM64VisualFCompiler(IntelVisualFCompiler):
+    compiler_type = 'intelvem'
+    description = 'Intel Visual Fortran Compiler for 64-bit apps'
+
+    version_match = simple_version_match(start=r'Intel\(R\).*?64,')
+
+    def get_flags_arch(self):
+        return []
+
+
+if __name__ == '__main__':
+    from distutils import log
+    log.set_verbosity(2)
+    from numpy.distutils import customized_fcompiler
+    print(customized_fcompiler(compiler='intel').get_version())
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/lahey.py b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/lahey.py
new file mode 120000
index 0000000..0e94fd3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/lahey.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/53/ad/ca/31f37ccc301dfe39ef3244b637e76f3f852249107d09eb36f74a8b357c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/mips.py b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/mips.py
new file mode 120000
index 0000000..bad8237
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/mips.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2c/0c/13/d03639caa958876d2134c611d7e38abbc03d18dc3e4db51f23ca6f8253
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/nag.py b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/nag.py
new file mode 120000
index 0000000..80448df
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/nag.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f6/94/02/3149708d154718ac19c6fc1de1b5b9a7ef6fed55dc7e510b1089878358
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/none.py b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/none.py
new file mode 120000
index 0000000..64385b6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/none.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e9/15/f6/5fe995d47ba12599d57d098398b5612145ac7884f83f9c1fdeb74babd6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/nv.py b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/nv.py
new file mode 120000
index 0000000..08504e3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/nv.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2c/60/50/638d7bce26d0f9f9cf8ace6b36d3ff235424f4e9611053a73ef9b05c72
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/pathf95.py b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/pathf95.py
new file mode 120000
index 0000000..4d610a4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/pathf95.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/32/21/d5/6abebe6de504615129a97391217e1ff06dbd238ec3dfa92b7a5b5d7e84
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/pg.py b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/pg.py
new file mode 120000
index 0000000..573ec92
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/pg.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/34/e0/75/b2dceb8ef40c652edb20f4e059370015eddc8cdbde039f92ced519a83d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/sun.py b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/sun.py
new file mode 120000
index 0000000..9a4a462
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/sun.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/99/f4/b7/4538fdb984fa2bd224a7c4639ac10f21602d513ccc857f6c1a313217a2
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/vast.py b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/vast.py
new file mode 120000
index 0000000..303084f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/fcompiler/vast.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5e/ec/5a/e2c36b6943dc426b78e52a2001f3749031c56fa0bbdee3593665f74411
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/from_template.py b/venv/lib/python3.8/site-packages/numpy/distutils/from_template.py
new file mode 120000
index 0000000..3b37346
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/from_template.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/86/9a/05/428aedb0b65d312aff7c920bcd7ceb230165668163b034a8ea336dbd6b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/intelccompiler.py b/venv/lib/python3.8/site-packages/numpy/distutils/intelccompiler.py
new file mode 120000
index 0000000..6a7325a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/intelccompiler.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/37/fa/6f/5a394b3917651f7e1cb3dee85382c136bfecf6be5d76c9a67bb5c4bece
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/lib2def.py b/venv/lib/python3.8/site-packages/numpy/distutils/lib2def.py
new file mode 120000
index 0000000..d444e50
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/lib2def.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/36/57/f0/49f61f5245b76d8e1f46fbd2823505edce86b3df41e86a11b0eac7ea02
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/distutils/line_endings.py b/venv/lib/python3.8/site-packages/numpy/distutils/line_endings.py
new file mode 120000
index 0000000..c223f58
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/distutils/line_endings.py
@@ -0,0 +1 @@
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+#!/usr/bin/env python3
+"""
+
+Copyright 1999,2000 Pearu Peterson all rights reserved,
+Pearu Peterson <pearu@ioc.ee>
+Permission to use, modify, and distribute this software is given under the
+terms of the NumPy License.
+
+NO WARRANTY IS EXPRESSED OR IMPLIED.  USE AT YOUR OWN RISK.
+$Date: 2005/05/06 10:57:33 $
+Pearu Peterson
+
+"""
+from . import __version__
+f2py_version = __version__.version
+
+import copy
+import re
+import os
+from .crackfortran import markoutercomma
+from . import cb_rules
+
+# The environment provided by auxfuncs.py is needed for some calls to eval.
+# As the needed functions cannot be determined by static inspection of the
+# code, it is safest to use import * pending a major refactoring of f2py.
+from .auxfuncs import *
+
+__all__ = [
+    'getctype', 'getstrlength', 'getarrdims', 'getpydocsign',
+    'getarrdocsign', 'getinit', 'sign2map', 'routsign2map', 'modsign2map',
+    'cb_sign2map', 'cb_routsign2map', 'common_sign2map'
+]
+
+
+# Numarray and Numeric users should set this False
+using_newcore = True
+
+depargs = []
+lcb_map = {}
+lcb2_map = {}
+# forced casting: mainly caused by the fact that Python or Numeric
+#                 C/APIs do not support the corresponding C types.
+c2py_map = {'double': 'float',
+            'float': 'float',                          # forced casting
+            'long_double': 'float',                    # forced casting
+            'char': 'int',                             # forced casting
+            'signed_char': 'int',                      # forced casting
+            'unsigned_char': 'int',                    # forced casting
+            'short': 'int',                            # forced casting
+            'unsigned_short': 'int',                   # forced casting
+            'int': 'int',                              # forced casting
+            'long': 'int',
+            'long_long': 'long',
+            'unsigned': 'int',                         # forced casting
+            'complex_float': 'complex',                # forced casting
+            'complex_double': 'complex',
+            'complex_long_double': 'complex',          # forced casting
+            'string': 'string',
+            }
+c2capi_map = {'double': 'NPY_DOUBLE',
+              'float': 'NPY_FLOAT',
+              'long_double': 'NPY_DOUBLE',           # forced casting
+              'char': 'NPY_STRING',
+              'unsigned_char': 'NPY_UBYTE',
+              'signed_char': 'NPY_BYTE',
+              'short': 'NPY_SHORT',
+              'unsigned_short': 'NPY_USHORT',
+              'int': 'NPY_INT',
+              'unsigned': 'NPY_UINT',
+              'long': 'NPY_LONG',
+              'long_long': 'NPY_LONG',                # forced casting
+              'complex_float': 'NPY_CFLOAT',
+              'complex_double': 'NPY_CDOUBLE',
+              'complex_long_double': 'NPY_CDOUBLE',   # forced casting
+              'string': 'NPY_STRING'}
+
+# These new maps aren't used anywhere yet, but should be by default
+#  unless building numeric or numarray extensions.
+if using_newcore:
+    c2capi_map = {'double': 'NPY_DOUBLE',
+                  'float': 'NPY_FLOAT',
+                  'long_double': 'NPY_LONGDOUBLE',
+                  'char': 'NPY_BYTE',
+                  'unsigned_char': 'NPY_UBYTE',
+                  'signed_char': 'NPY_BYTE',
+                  'short': 'NPY_SHORT',
+                  'unsigned_short': 'NPY_USHORT',
+                  'int': 'NPY_INT',
+                  'unsigned': 'NPY_UINT',
+                  'long': 'NPY_LONG',
+                  'unsigned_long': 'NPY_ULONG',
+                  'long_long': 'NPY_LONGLONG',
+                  'unsigned_long_long': 'NPY_ULONGLONG',
+                  'complex_float': 'NPY_CFLOAT',
+                  'complex_double': 'NPY_CDOUBLE',
+                  'complex_long_double': 'NPY_CDOUBLE',
+                  'string':'NPY_STRING'
+                  }
+
+c2pycode_map = {'double': 'd',
+                'float': 'f',
+                'long_double': 'd',                       # forced casting
+                'char': '1',
+                'signed_char': '1',
+                'unsigned_char': 'b',
+                'short': 's',
+                'unsigned_short': 'w',
+                'int': 'i',
+                'unsigned': 'u',
+                'long': 'l',
+                'long_long': 'L',
+                'complex_float': 'F',
+                'complex_double': 'D',
+                'complex_long_double': 'D',               # forced casting
+                'string': 'c'
+                }
+
+if using_newcore:
+    c2pycode_map = {'double': 'd',
+                    'float': 'f',
+                    'long_double': 'g',
+                    'char': 'b',
+                    'unsigned_char': 'B',
+                    'signed_char': 'b',
+                    'short': 'h',
+                    'unsigned_short': 'H',
+                    'int': 'i',
+                    'unsigned': 'I',
+                    'long': 'l',
+                    'unsigned_long': 'L',
+                    'long_long': 'q',
+                    'unsigned_long_long': 'Q',
+                    'complex_float': 'F',
+                    'complex_double': 'D',
+                    'complex_long_double': 'G',
+                    'string': 'S'}
+
+c2buildvalue_map = {'double': 'd',
+                    'float': 'f',
+                    'char': 'b',
+                    'signed_char': 'b',
+                    'short': 'h',
+                    'int': 'i',
+                    'long': 'l',
+                    'long_long': 'L',
+                    'complex_float': 'N',
+                    'complex_double': 'N',
+                    'complex_long_double': 'N',
+                    'string': 'y'}
+
+f2cmap_all = {'real': {'': 'float', '4': 'float', '8': 'double',
+                       '12': 'long_double', '16': 'long_double'},
+              'integer': {'': 'int', '1': 'signed_char', '2': 'short',
+                          '4': 'int', '8': 'long_long',
+                          '-1': 'unsigned_char', '-2': 'unsigned_short',
+                          '-4': 'unsigned', '-8': 'unsigned_long_long'},
+              'complex': {'': 'complex_float', '8': 'complex_float',
+                          '16': 'complex_double', '24': 'complex_long_double',
+                          '32': 'complex_long_double'},
+              'complexkind': {'': 'complex_float', '4': 'complex_float',
+                              '8': 'complex_double', '12': 'complex_long_double',
+                              '16': 'complex_long_double'},
+              'logical': {'': 'int', '1': 'char', '2': 'short', '4': 'int',
+                          '8': 'long_long'},
+              'double complex': {'': 'complex_double'},
+              'double precision': {'': 'double'},
+              'byte': {'': 'char'},
+              'character': {'': 'string'}
+              }
+
+f2cmap_default = copy.deepcopy(f2cmap_all)
+
+f2cmap_mapped = []
+
+def load_f2cmap_file(f2cmap_file):
+    global f2cmap_all
+
+    f2cmap_all = copy.deepcopy(f2cmap_default)
+
+    if f2cmap_file is None:
+        # Default value
+        f2cmap_file = '.f2py_f2cmap'
+        if not os.path.isfile(f2cmap_file):
+            return
+
+    # User defined additions to f2cmap_all.
+    # f2cmap_file must contain a dictionary of dictionaries, only. For
+    # example, {'real':{'low':'float'}} means that Fortran 'real(low)' is
+    # interpreted as C 'float'. This feature is useful for F90/95 users if
+    # they use PARAMETERS in type specifications.
+    try:
+        outmess('Reading f2cmap from {!r} ...\n'.format(f2cmap_file))
+        with open(f2cmap_file, 'r') as f:
+            d = eval(f.read().lower(), {}, {})
+        for k, d1 in d.items():
+            for k1 in d1.keys():
+                d1[k1.lower()] = d1[k1]
+            d[k.lower()] = d[k]
+        for k in d.keys():
+            if k not in f2cmap_all:
+                f2cmap_all[k] = {}
+            for k1 in d[k].keys():
+                if d[k][k1] in c2py_map:
+                    if k1 in f2cmap_all[k]:
+                        outmess(
+                            "\tWarning: redefinition of {'%s':{'%s':'%s'->'%s'}}\n" % (k, k1, f2cmap_all[k][k1], d[k][k1]))
+                    f2cmap_all[k][k1] = d[k][k1]
+                    outmess('\tMapping "%s(kind=%s)" to "%s"\n' %
+                            (k, k1, d[k][k1]))
+                    f2cmap_mapped.append(d[k][k1])
+                else:
+                    errmess("\tIgnoring map {'%s':{'%s':'%s'}}: '%s' must be in %s\n" % (
+                        k, k1, d[k][k1], d[k][k1], list(c2py_map.keys())))
+        outmess('Successfully applied user defined f2cmap changes\n')
+    except Exception as msg:
+        errmess(
+            'Failed to apply user defined f2cmap changes: %s. Skipping.\n' % (msg))
+
+cformat_map = {'double': '%g',
+               'float': '%g',
+               'long_double': '%Lg',
+               'char': '%d',
+               'signed_char': '%d',
+               'unsigned_char': '%hhu',
+               'short': '%hd',
+               'unsigned_short': '%hu',
+               'int': '%d',
+               'unsigned': '%u',
+               'long': '%ld',
+               'unsigned_long': '%lu',
+               'long_long': '%ld',
+               'complex_float': '(%g,%g)',
+               'complex_double': '(%g,%g)',
+               'complex_long_double': '(%Lg,%Lg)',
+               'string': '%s',
+               }
+
+# Auxiliary functions
+
+
+def getctype(var):
+    """
+    Determines C type
+    """
+    ctype = 'void'
+    if isfunction(var):
+        if 'result' in var:
+            a = var['result']
+        else:
+            a = var['name']
+        if a in var['vars']:
+            return getctype(var['vars'][a])
+        else:
+            errmess('getctype: function %s has no return value?!\n' % a)
+    elif issubroutine(var):
+        return ctype
+    elif 'typespec' in var and var['typespec'].lower() in f2cmap_all:
+        typespec = var['typespec'].lower()
+        f2cmap = f2cmap_all[typespec]
+        ctype = f2cmap['']  # default type
+        if 'kindselector' in var:
+            if '*' in var['kindselector']:
+                try:
+                    ctype = f2cmap[var['kindselector']['*']]
+                except KeyError:
+                    errmess('getctype: "%s %s %s" not supported.\n' %
+                            (var['typespec'], '*', var['kindselector']['*']))
+            elif 'kind' in var['kindselector']:
+                if typespec + 'kind' in f2cmap_all:
+                    f2cmap = f2cmap_all[typespec + 'kind']
+                try:
+                    ctype = f2cmap[var['kindselector']['kind']]
+                except KeyError:
+                    if typespec in f2cmap_all:
+                        f2cmap = f2cmap_all[typespec]
+                    try:
+                        ctype = f2cmap[str(var['kindselector']['kind'])]
+                    except KeyError:
+                        errmess('getctype: "%s(kind=%s)" is mapped to C "%s" (to override define dict(%s = dict(%s="<C typespec>")) in %s/.f2py_f2cmap file).\n'
+                                % (typespec, var['kindselector']['kind'], ctype,
+                                   typespec, var['kindselector']['kind'], os.getcwd()))
+    else:
+        if not isexternal(var):
+            errmess('getctype: No C-type found in "%s", assuming void.\n' % var)
+    return ctype
+
+
+def getstrlength(var):
+    if isstringfunction(var):
+        if 'result' in var:
+            a = var['result']
+        else:
+            a = var['name']
+        if a in var['vars']:
+            return getstrlength(var['vars'][a])
+        else:
+            errmess('getstrlength: function %s has no return value?!\n' % a)
+    if not isstring(var):
+        errmess(
+            'getstrlength: expected a signature of a string but got: %s\n' % (repr(var)))
+    len = '1'
+    if 'charselector' in var:
+        a = var['charselector']
+        if '*' in a:
+            len = a['*']
+        elif 'len' in a:
+            len = a['len']
+    if re.match(r'\(\s*(\*|:)\s*\)', len) or re.match(r'(\*|:)', len):
+        if isintent_hide(var):
+            errmess('getstrlength:intent(hide): expected a string with defined length but got: %s\n' % (
+                repr(var)))
+        len = '-1'
+    return len
+
+
+def getarrdims(a, var, verbose=0):
+    ret = {}
+    if isstring(var) and not isarray(var):
+        ret['dims'] = getstrlength(var)
+        ret['size'] = ret['dims']
+        ret['rank'] = '1'
+    elif isscalar(var):
+        ret['size'] = '1'
+        ret['rank'] = '0'
+        ret['dims'] = ''
+    elif isarray(var):
+        dim = copy.copy(var['dimension'])
+        ret['size'] = '*'.join(dim)
+        try:
+            ret['size'] = repr(eval(ret['size']))
+        except Exception:
+            pass
+        ret['dims'] = ','.join(dim)
+        ret['rank'] = repr(len(dim))
+        ret['rank*[-1]'] = repr(len(dim) * [-1])[1:-1]
+        for i in range(len(dim)):  # solve dim for dependencies
+            v = []
+            if dim[i] in depargs:
+                v = [dim[i]]
+            else:
+                for va in depargs:
+                    if re.match(r'.*?\b%s\b.*' % va, dim[i]):
+                        v.append(va)
+            for va in v:
+                if depargs.index(va) > depargs.index(a):
+                    dim[i] = '*'
+                    break
+        ret['setdims'], i = '', -1
+        for d in dim:
+            i = i + 1
+            if d not in ['*', ':', '(*)', '(:)']:
+                ret['setdims'] = '%s#varname#_Dims[%d]=%s,' % (
+                    ret['setdims'], i, d)
+        if ret['setdims']:
+            ret['setdims'] = ret['setdims'][:-1]
+        ret['cbsetdims'], i = '', -1
+        for d in var['dimension']:
+            i = i + 1
+            if d not in ['*', ':', '(*)', '(:)']:
+                ret['cbsetdims'] = '%s#varname#_Dims[%d]=%s,' % (
+                    ret['cbsetdims'], i, d)
+            elif isintent_in(var):
+                outmess('getarrdims:warning: assumed shape array, using 0 instead of %r\n'
+                        % (d))
+                ret['cbsetdims'] = '%s#varname#_Dims[%d]=%s,' % (
+                    ret['cbsetdims'], i, 0)
+            elif verbose:
+                errmess(
+                    'getarrdims: If in call-back function: array argument %s must have bounded dimensions: got %s\n' % (repr(a), repr(d)))
+        if ret['cbsetdims']:
+            ret['cbsetdims'] = ret['cbsetdims'][:-1]
+#         if not isintent_c(var):
+#             var['dimension'].reverse()
+    return ret
+
+
+def getpydocsign(a, var):
+    global lcb_map
+    if isfunction(var):
+        if 'result' in var:
+            af = var['result']
+        else:
+            af = var['name']
+        if af in var['vars']:
+            return getpydocsign(af, var['vars'][af])
+        else:
+            errmess('getctype: function %s has no return value?!\n' % af)
+        return '', ''
+    sig, sigout = a, a
+    opt = ''
+    if isintent_in(var):
+        opt = 'input'
+    elif isintent_inout(var):
+        opt = 'in/output'
+    out_a = a
+    if isintent_out(var):
+        for k in var['intent']:
+            if k[:4] == 'out=':
+                out_a = k[4:]
+                break
+    init = ''
+    ctype = getctype(var)
+
+    if hasinitvalue(var):
+        init, showinit = getinit(a, var)
+        init = ', optional\\n    Default: %s' % showinit
+    if isscalar(var):
+        if isintent_inout(var):
+            sig = '%s : %s rank-0 array(%s,\'%s\')%s' % (a, opt, c2py_map[ctype],
+                                                         c2pycode_map[ctype], init)
+        else:
+            sig = '%s : %s %s%s' % (a, opt, c2py_map[ctype], init)
+        sigout = '%s : %s' % (out_a, c2py_map[ctype])
+    elif isstring(var):
+        if isintent_inout(var):
+            sig = '%s : %s rank-0 array(string(len=%s),\'c\')%s' % (
+                a, opt, getstrlength(var), init)
+        else:
+            sig = '%s : %s string(len=%s)%s' % (
+                a, opt, getstrlength(var), init)
+        sigout = '%s : string(len=%s)' % (out_a, getstrlength(var))
+    elif isarray(var):
+        dim = var['dimension']
+        rank = repr(len(dim))
+        sig = '%s : %s rank-%s array(\'%s\') with bounds (%s)%s' % (a, opt, rank,
+                                                                    c2pycode_map[
+                                                                        ctype],
+                                                                    ','.join(dim), init)
+        if a == out_a:
+            sigout = '%s : rank-%s array(\'%s\') with bounds (%s)'\
+                % (a, rank, c2pycode_map[ctype], ','.join(dim))
+        else:
+            sigout = '%s : rank-%s array(\'%s\') with bounds (%s) and %s storage'\
+                % (out_a, rank, c2pycode_map[ctype], ','.join(dim), a)
+    elif isexternal(var):
+        ua = ''
+        if a in lcb_map and lcb_map[a] in lcb2_map and 'argname' in lcb2_map[lcb_map[a]]:
+            ua = lcb2_map[lcb_map[a]]['argname']
+            if not ua == a:
+                ua = ' => %s' % ua
+            else:
+                ua = ''
+        sig = '%s : call-back function%s' % (a, ua)
+        sigout = sig
+    else:
+        errmess(
+            'getpydocsign: Could not resolve docsignature for "%s".\n' % a)
+    return sig, sigout
+
+
+def getarrdocsign(a, var):
+    ctype = getctype(var)
+    if isstring(var) and (not isarray(var)):
+        sig = '%s : rank-0 array(string(len=%s),\'c\')' % (a,
+                                                           getstrlength(var))
+    elif isscalar(var):
+        sig = '%s : rank-0 array(%s,\'%s\')' % (a, c2py_map[ctype],
+                                                c2pycode_map[ctype],)
+    elif isarray(var):
+        dim = var['dimension']
+        rank = repr(len(dim))
+        sig = '%s : rank-%s array(\'%s\') with bounds (%s)' % (a, rank,
+                                                               c2pycode_map[
+                                                                   ctype],
+                                                               ','.join(dim))
+    return sig
+
+
+def getinit(a, var):
+    if isstring(var):
+        init, showinit = '""', "''"
+    else:
+        init, showinit = '', ''
+    if hasinitvalue(var):
+        init = var['=']
+        showinit = init
+        if iscomplex(var) or iscomplexarray(var):
+            ret = {}
+
+            try:
+                v = var["="]
+                if ',' in v:
+                    ret['init.r'], ret['init.i'] = markoutercomma(
+                        v[1:-1]).split('@,@')
+                else:
+                    v = eval(v, {}, {})
+                    ret['init.r'], ret['init.i'] = str(v.real), str(v.imag)
+            except Exception:
+                raise ValueError(
+                    'getinit: expected complex number `(r,i)\' but got `%s\' as initial value of %r.' % (init, a))
+            if isarray(var):
+                init = '(capi_c.r=%s,capi_c.i=%s,capi_c)' % (
+                    ret['init.r'], ret['init.i'])
+        elif isstring(var):
+            if not init:
+                init, showinit = '""', "''"
+            if init[0] == "'":
+                init = '"%s"' % (init[1:-1].replace('"', '\\"'))
+            if init[0] == '"':
+                showinit = "'%s'" % (init[1:-1])
+    return init, showinit
+
+
+def sign2map(a, var):
+    """
+    varname,ctype,atype
+    init,init.r,init.i,pytype
+    vardebuginfo,vardebugshowvalue,varshowvalue
+    varrformat
+
+    intent
+    """
+    out_a = a
+    if isintent_out(var):
+        for k in var['intent']:
+            if k[:4] == 'out=':
+                out_a = k[4:]
+                break
+    ret = {'varname': a, 'outvarname': out_a, 'ctype': getctype(var)}
+    intent_flags = []
+    for f, s in isintent_dict.items():
+        if f(var):
+            intent_flags.append('F2PY_%s' % s)
+    if intent_flags:
+        # TODO: Evaluate intent_flags here.
+        ret['intent'] = '|'.join(intent_flags)
+    else:
+        ret['intent'] = 'F2PY_INTENT_IN'
+    if isarray(var):
+        ret['varrformat'] = 'N'
+    elif ret['ctype'] in c2buildvalue_map:
+        ret['varrformat'] = c2buildvalue_map[ret['ctype']]
+    else:
+        ret['varrformat'] = 'O'
+    ret['init'], ret['showinit'] = getinit(a, var)
+    if hasinitvalue(var) and iscomplex(var) and not isarray(var):
+        ret['init.r'], ret['init.i'] = markoutercomma(
+            ret['init'][1:-1]).split('@,@')
+    if isexternal(var):
+        ret['cbnamekey'] = a
+        if a in lcb_map:
+            ret['cbname'] = lcb_map[a]
+            ret['maxnofargs'] = lcb2_map[lcb_map[a]]['maxnofargs']
+            ret['nofoptargs'] = lcb2_map[lcb_map[a]]['nofoptargs']
+            ret['cbdocstr'] = lcb2_map[lcb_map[a]]['docstr']
+            ret['cblatexdocstr'] = lcb2_map[lcb_map[a]]['latexdocstr']
+        else:
+            ret['cbname'] = a
+            errmess('sign2map: Confused: external %s is not in lcb_map%s.\n' % (
+                a, list(lcb_map.keys())))
+    if isstring(var):
+        ret['length'] = getstrlength(var)
+    if isarray(var):
+        ret = dictappend(ret, getarrdims(a, var))
+        dim = copy.copy(var['dimension'])
+    if ret['ctype'] in c2capi_map:
+        ret['atype'] = c2capi_map[ret['ctype']]
+    # Debug info
+    if debugcapi(var):
+        il = [isintent_in, 'input', isintent_out, 'output',
+              isintent_inout, 'inoutput', isrequired, 'required',
+              isoptional, 'optional', isintent_hide, 'hidden',
+              iscomplex, 'complex scalar',
+              l_and(isscalar, l_not(iscomplex)), 'scalar',
+              isstring, 'string', isarray, 'array',
+              iscomplexarray, 'complex array', isstringarray, 'string array',
+              iscomplexfunction, 'complex function',
+              l_and(isfunction, l_not(iscomplexfunction)), 'function',
+              isexternal, 'callback',
+              isintent_callback, 'callback',
+              isintent_aux, 'auxiliary',
+              ]
+        rl = []
+        for i in range(0, len(il), 2):
+            if il[i](var):
+                rl.append(il[i + 1])
+        if isstring(var):
+            rl.append('slen(%s)=%s' % (a, ret['length']))
+        if isarray(var):
+            ddim = ','.join(
+                map(lambda x, y: '%s|%s' % (x, y), var['dimension'], dim))
+            rl.append('dims(%s)' % ddim)
+        if isexternal(var):
+            ret['vardebuginfo'] = 'debug-capi:%s=>%s:%s' % (
+                a, ret['cbname'], ','.join(rl))
+        else:
+            ret['vardebuginfo'] = 'debug-capi:%s %s=%s:%s' % (
+                ret['ctype'], a, ret['showinit'], ','.join(rl))
+        if isscalar(var):
+            if ret['ctype'] in cformat_map:
+                ret['vardebugshowvalue'] = 'debug-capi:%s=%s' % (
+                    a, cformat_map[ret['ctype']])
+        if isstring(var):
+            ret['vardebugshowvalue'] = 'debug-capi:slen(%s)=%%d %s=\\"%%s\\"' % (
+                a, a)
+        if isexternal(var):
+            ret['vardebugshowvalue'] = 'debug-capi:%s=%%p' % (a)
+    if ret['ctype'] in cformat_map:
+        ret['varshowvalue'] = '#name#:%s=%s' % (a, cformat_map[ret['ctype']])
+        ret['showvalueformat'] = '%s' % (cformat_map[ret['ctype']])
+    if isstring(var):
+        ret['varshowvalue'] = '#name#:slen(%s)=%%d %s=\\"%%s\\"' % (a, a)
+    ret['pydocsign'], ret['pydocsignout'] = getpydocsign(a, var)
+    if hasnote(var):
+        ret['note'] = var['note']
+    return ret
+
+
+def routsign2map(rout):
+    """
+    name,NAME,begintitle,endtitle
+    rname,ctype,rformat
+    routdebugshowvalue
+    """
+    global lcb_map
+    name = rout['name']
+    fname = getfortranname(rout)
+    ret = {'name': name,
+           'texname': name.replace('_', '\\_'),
+           'name_lower': name.lower(),
+           'NAME': name.upper(),
+           'begintitle': gentitle(name),
+           'endtitle': gentitle('end of %s' % name),
+           'fortranname': fname,
+           'FORTRANNAME': fname.upper(),
+           'callstatement': getcallstatement(rout) or '',
+           'usercode': getusercode(rout) or '',
+           'usercode1': getusercode1(rout) or '',
+           }
+    if '_' in fname:
+        ret['F_FUNC'] = 'F_FUNC_US'
+    else:
+        ret['F_FUNC'] = 'F_FUNC'
+    if '_' in name:
+        ret['F_WRAPPEDFUNC'] = 'F_WRAPPEDFUNC_US'
+    else:
+        ret['F_WRAPPEDFUNC'] = 'F_WRAPPEDFUNC'
+    lcb_map = {}
+    if 'use' in rout:
+        for u in rout['use'].keys():
+            if u in cb_rules.cb_map:
+                for un in cb_rules.cb_map[u]:
+                    ln = un[0]
+                    if 'map' in rout['use'][u]:
+                        for k in rout['use'][u]['map'].keys():
+                            if rout['use'][u]['map'][k] == un[0]:
+                                ln = k
+                                break
+                    lcb_map[ln] = un[1]
+    elif 'externals' in rout and rout['externals']:
+        errmess('routsign2map: Confused: function %s has externals %s but no "use" statement.\n' % (
+            ret['name'], repr(rout['externals'])))
+    ret['callprotoargument'] = getcallprotoargument(rout, lcb_map) or ''
+    if isfunction(rout):
+        if 'result' in rout:
+            a = rout['result']
+        else:
+            a = rout['name']
+        ret['rname'] = a
+        ret['pydocsign'], ret['pydocsignout'] = getpydocsign(a, rout)
+        ret['ctype'] = getctype(rout['vars'][a])
+        if hasresultnote(rout):
+            ret['resultnote'] = rout['vars'][a]['note']
+            rout['vars'][a]['note'] = ['See elsewhere.']
+        if ret['ctype'] in c2buildvalue_map:
+            ret['rformat'] = c2buildvalue_map[ret['ctype']]
+        else:
+            ret['rformat'] = 'O'
+            errmess('routsign2map: no c2buildvalue key for type %s\n' %
+                    (repr(ret['ctype'])))
+        if debugcapi(rout):
+            if ret['ctype'] in cformat_map:
+                ret['routdebugshowvalue'] = 'debug-capi:%s=%s' % (
+                    a, cformat_map[ret['ctype']])
+            if isstringfunction(rout):
+                ret['routdebugshowvalue'] = 'debug-capi:slen(%s)=%%d %s=\\"%%s\\"' % (
+                    a, a)
+        if isstringfunction(rout):
+            ret['rlength'] = getstrlength(rout['vars'][a])
+            if ret['rlength'] == '-1':
+                errmess('routsign2map: expected explicit specification of the length of the string returned by the fortran function %s; taking 10.\n' % (
+                    repr(rout['name'])))
+                ret['rlength'] = '10'
+    if hasnote(rout):
+        ret['note'] = rout['note']
+        rout['note'] = ['See elsewhere.']
+    return ret
+
+
+def modsign2map(m):
+    """
+    modulename
+    """
+    if ismodule(m):
+        ret = {'f90modulename': m['name'],
+               'F90MODULENAME': m['name'].upper(),
+               'texf90modulename': m['name'].replace('_', '\\_')}
+    else:
+        ret = {'modulename': m['name'],
+               'MODULENAME': m['name'].upper(),
+               'texmodulename': m['name'].replace('_', '\\_')}
+    ret['restdoc'] = getrestdoc(m) or []
+    if hasnote(m):
+        ret['note'] = m['note']
+    ret['usercode'] = getusercode(m) or ''
+    ret['usercode1'] = getusercode1(m) or ''
+    if m['body']:
+        ret['interface_usercode'] = getusercode(m['body'][0]) or ''
+    else:
+        ret['interface_usercode'] = ''
+    ret['pymethoddef'] = getpymethoddef(m) or ''
+    if 'coutput' in m:
+        ret['coutput'] = m['coutput']
+    if 'f2py_wrapper_output' in m:
+        ret['f2py_wrapper_output'] = m['f2py_wrapper_output']
+    return ret
+
+
+def cb_sign2map(a, var, index=None):
+    ret = {'varname': a}
+    ret['varname_i'] = ret['varname']
+    ret['ctype'] = getctype(var)
+    if ret['ctype'] in c2capi_map:
+        ret['atype'] = c2capi_map[ret['ctype']]
+    if ret['ctype'] in cformat_map:
+        ret['showvalueformat'] = '%s' % (cformat_map[ret['ctype']])
+    if isarray(var):
+        ret = dictappend(ret, getarrdims(a, var))
+    ret['pydocsign'], ret['pydocsignout'] = getpydocsign(a, var)
+    if hasnote(var):
+        ret['note'] = var['note']
+        var['note'] = ['See elsewhere.']
+    return ret
+
+
+def cb_routsign2map(rout, um):
+    """
+    name,begintitle,endtitle,argname
+    ctype,rctype,maxnofargs,nofoptargs,returncptr
+    """
+    ret = {'name': 'cb_%s_in_%s' % (rout['name'], um),
+           'returncptr': ''}
+    if isintent_callback(rout):
+        if '_' in rout['name']:
+            F_FUNC = 'F_FUNC_US'
+        else:
+            F_FUNC = 'F_FUNC'
+        ret['callbackname'] = '%s(%s,%s)' \
+                              % (F_FUNC,
+                                 rout['name'].lower(),
+                                 rout['name'].upper(),
+                                 )
+        ret['static'] = 'extern'
+    else:
+        ret['callbackname'] = ret['name']
+        ret['static'] = 'static'
+    ret['argname'] = rout['name']
+    ret['begintitle'] = gentitle(ret['name'])
+    ret['endtitle'] = gentitle('end of %s' % ret['name'])
+    ret['ctype'] = getctype(rout)
+    ret['rctype'] = 'void'
+    if ret['ctype'] == 'string':
+        ret['rctype'] = 'void'
+    else:
+        ret['rctype'] = ret['ctype']
+    if ret['rctype'] != 'void':
+        if iscomplexfunction(rout):
+            ret['returncptr'] = """
+#ifdef F2PY_CB_RETURNCOMPLEX
+return_value=
+#endif
+"""
+        else:
+            ret['returncptr'] = 'return_value='
+    if ret['ctype'] in cformat_map:
+        ret['showvalueformat'] = '%s' % (cformat_map[ret['ctype']])
+    if isstringfunction(rout):
+        ret['strlength'] = getstrlength(rout)
+    if isfunction(rout):
+        if 'result' in rout:
+            a = rout['result']
+        else:
+            a = rout['name']
+        if hasnote(rout['vars'][a]):
+            ret['note'] = rout['vars'][a]['note']
+            rout['vars'][a]['note'] = ['See elsewhere.']
+        ret['rname'] = a
+        ret['pydocsign'], ret['pydocsignout'] = getpydocsign(a, rout)
+        if iscomplexfunction(rout):
+            ret['rctype'] = """
+#ifdef F2PY_CB_RETURNCOMPLEX
+#ctype#
+#else
+void
+#endif
+"""
+    else:
+        if hasnote(rout):
+            ret['note'] = rout['note']
+            rout['note'] = ['See elsewhere.']
+    nofargs = 0
+    nofoptargs = 0
+    if 'args' in rout and 'vars' in rout:
+        for a in rout['args']:
+            var = rout['vars'][a]
+            if l_or(isintent_in, isintent_inout)(var):
+                nofargs = nofargs + 1
+                if isoptional(var):
+                    nofoptargs = nofoptargs + 1
+    ret['maxnofargs'] = repr(nofargs)
+    ret['nofoptargs'] = repr(nofoptargs)
+    if hasnote(rout) and isfunction(rout) and 'result' in rout:
+        ret['routnote'] = rout['note']
+        rout['note'] = ['See elsewhere.']
+    return ret
+
+
+def common_sign2map(a, var):  # obsolute
+    ret = {'varname': a, 'ctype': getctype(var)}
+    if isstringarray(var):
+        ret['ctype'] = 'char'
+    if ret['ctype'] in c2capi_map:
+        ret['atype'] = c2capi_map[ret['ctype']]
+    if ret['ctype'] in cformat_map:
+        ret['showvalueformat'] = '%s' % (cformat_map[ret['ctype']])
+    if isarray(var):
+        ret = dictappend(ret, getarrdims(a, var))
+    elif isstring(var):
+        ret['size'] = getstrlength(var)
+        ret['rank'] = '1'
+    ret['pydocsign'], ret['pydocsignout'] = getpydocsign(a, var)
+    if hasnote(var):
+        ret['note'] = var['note']
+        var['note'] = ['See elsewhere.']
+    # for strings this returns 0-rank but actually is 1-rank
+    ret['arrdocstr'] = getarrdocsign(a, var)
+    return ret
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/cb_rules.py b/venv/lib/python3.8/site-packages/numpy/f2py/cb_rules.py
new file mode 120000
index 0000000..20b9dd6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/cb_rules.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c5/78/a2/b86026c89cfed4a20e8647f9a067783b64d486a3cf48bd4be497b19b0e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/cfuncs.py b/venv/lib/python3.8/site-packages/numpy/f2py/cfuncs.py
new file mode 100644
index 0000000..408587d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/cfuncs.py
@@ -0,0 +1,1467 @@
+#!/usr/bin/env python3
+"""
+
+C declarations, CPP macros, and C functions for f2py2e.
+Only required declarations/macros/functions will be used.
+
+Copyright 1999,2000 Pearu Peterson all rights reserved,
+Pearu Peterson <pearu@ioc.ee>
+Permission to use, modify, and distribute this software is given under the
+terms of the NumPy License.
+
+NO WARRANTY IS EXPRESSED OR IMPLIED.  USE AT YOUR OWN RISK.
+$Date: 2005/05/06 11:42:34 $
+Pearu Peterson
+
+"""
+import sys
+import copy
+
+from . import __version__
+
+f2py_version = __version__.version
+errmess = sys.stderr.write
+
+##################### Definitions ##################
+
+outneeds = {'includes0': [], 'includes': [], 'typedefs': [], 'typedefs_generated': [],
+            'userincludes': [],
+            'cppmacros': [], 'cfuncs': [], 'callbacks': [], 'f90modhooks': [],
+            'commonhooks': []}
+needs = {}
+includes0 = {'includes0': '/*need_includes0*/'}
+includes = {'includes': '/*need_includes*/'}
+userincludes = {'userincludes': '/*need_userincludes*/'}
+typedefs = {'typedefs': '/*need_typedefs*/'}
+typedefs_generated = {'typedefs_generated': '/*need_typedefs_generated*/'}
+cppmacros = {'cppmacros': '/*need_cppmacros*/'}
+cfuncs = {'cfuncs': '/*need_cfuncs*/'}
+callbacks = {'callbacks': '/*need_callbacks*/'}
+f90modhooks = {'f90modhooks': '/*need_f90modhooks*/',
+               'initf90modhooksstatic': '/*initf90modhooksstatic*/',
+               'initf90modhooksdynamic': '/*initf90modhooksdynamic*/',
+               }
+commonhooks = {'commonhooks': '/*need_commonhooks*/',
+               'initcommonhooks': '/*need_initcommonhooks*/',
+               }
+
+############ Includes ###################
+
+includes0['math.h'] = '#include <math.h>'
+includes0['string.h'] = '#include <string.h>'
+includes0['setjmp.h'] = '#include <setjmp.h>'
+
+includes['arrayobject.h'] = '''#define PY_ARRAY_UNIQUE_SYMBOL PyArray_API
+#include "arrayobject.h"'''
+
+includes['arrayobject.h'] = '#include "fortranobject.h"'
+includes['stdarg.h'] = '#include <stdarg.h>'
+
+############# Type definitions ###############
+
+typedefs['unsigned_char'] = 'typedef unsigned char unsigned_char;'
+typedefs['unsigned_short'] = 'typedef unsigned short unsigned_short;'
+typedefs['unsigned_long'] = 'typedef unsigned long unsigned_long;'
+typedefs['signed_char'] = 'typedef signed char signed_char;'
+typedefs['long_long'] = """\
+#if defined(NPY_OS_WIN32)
+typedef __int64 long_long;
+#else
+typedef long long long_long;
+typedef unsigned long long unsigned_long_long;
+#endif
+"""
+typedefs['unsigned_long_long'] = """\
+#if defined(NPY_OS_WIN32)
+typedef __uint64 long_long;
+#else
+typedef unsigned long long unsigned_long_long;
+#endif
+"""
+typedefs['long_double'] = """\
+#ifndef _LONG_DOUBLE
+typedef long double long_double;
+#endif
+"""
+typedefs[
+    'complex_long_double'] = 'typedef struct {long double r,i;} complex_long_double;'
+typedefs['complex_float'] = 'typedef struct {float r,i;} complex_float;'
+typedefs['complex_double'] = 'typedef struct {double r,i;} complex_double;'
+typedefs['string'] = """typedef char * string;"""
+
+
+############### CPP macros ####################
+cppmacros['CFUNCSMESS'] = """\
+#ifdef DEBUGCFUNCS
+#define CFUNCSMESS(mess) fprintf(stderr,\"debug-capi:\"mess);
+#define CFUNCSMESSPY(mess,obj) CFUNCSMESS(mess) \\
+    PyObject_Print((PyObject *)obj,stderr,Py_PRINT_RAW);\\
+    fprintf(stderr,\"\\n\");
+#else
+#define CFUNCSMESS(mess)
+#define CFUNCSMESSPY(mess,obj)
+#endif
+"""
+cppmacros['F_FUNC'] = """\
+#if defined(PREPEND_FORTRAN)
+#if defined(NO_APPEND_FORTRAN)
+#if defined(UPPERCASE_FORTRAN)
+#define F_FUNC(f,F) _##F
+#else
+#define F_FUNC(f,F) _##f
+#endif
+#else
+#if defined(UPPERCASE_FORTRAN)
+#define F_FUNC(f,F) _##F##_
+#else
+#define F_FUNC(f,F) _##f##_
+#endif
+#endif
+#else
+#if defined(NO_APPEND_FORTRAN)
+#if defined(UPPERCASE_FORTRAN)
+#define F_FUNC(f,F) F
+#else
+#define F_FUNC(f,F) f
+#endif
+#else
+#if defined(UPPERCASE_FORTRAN)
+#define F_FUNC(f,F) F##_
+#else
+#define F_FUNC(f,F) f##_
+#endif
+#endif
+#endif
+#if defined(UNDERSCORE_G77)
+#define F_FUNC_US(f,F) F_FUNC(f##_,F##_)
+#else
+#define F_FUNC_US(f,F) F_FUNC(f,F)
+#endif
+"""
+cppmacros['F_WRAPPEDFUNC'] = """\
+#if defined(PREPEND_FORTRAN)
+#if defined(NO_APPEND_FORTRAN)
+#if defined(UPPERCASE_FORTRAN)
+#define F_WRAPPEDFUNC(f,F) _F2PYWRAP##F
+#else
+#define F_WRAPPEDFUNC(f,F) _f2pywrap##f
+#endif
+#else
+#if defined(UPPERCASE_FORTRAN)
+#define F_WRAPPEDFUNC(f,F) _F2PYWRAP##F##_
+#else
+#define F_WRAPPEDFUNC(f,F) _f2pywrap##f##_
+#endif
+#endif
+#else
+#if defined(NO_APPEND_FORTRAN)
+#if defined(UPPERCASE_FORTRAN)
+#define F_WRAPPEDFUNC(f,F) F2PYWRAP##F
+#else
+#define F_WRAPPEDFUNC(f,F) f2pywrap##f
+#endif
+#else
+#if defined(UPPERCASE_FORTRAN)
+#define F_WRAPPEDFUNC(f,F) F2PYWRAP##F##_
+#else
+#define F_WRAPPEDFUNC(f,F) f2pywrap##f##_
+#endif
+#endif
+#endif
+#if defined(UNDERSCORE_G77)
+#define F_WRAPPEDFUNC_US(f,F) F_WRAPPEDFUNC(f##_,F##_)
+#else
+#define F_WRAPPEDFUNC_US(f,F) F_WRAPPEDFUNC(f,F)
+#endif
+"""
+cppmacros['F_MODFUNC'] = """\
+#if defined(F90MOD2CCONV1) /*E.g. Compaq Fortran */
+#if defined(NO_APPEND_FORTRAN)
+#define F_MODFUNCNAME(m,f) $ ## m ## $ ## f
+#else
+#define F_MODFUNCNAME(m,f) $ ## m ## $ ## f ## _
+#endif
+#endif
+
+#if defined(F90MOD2CCONV2) /*E.g. IBM XL Fortran, not tested though */
+#if defined(NO_APPEND_FORTRAN)
+#define F_MODFUNCNAME(m,f)  __ ## m ## _MOD_ ## f
+#else
+#define F_MODFUNCNAME(m,f)  __ ## m ## _MOD_ ## f ## _
+#endif
+#endif
+
+#if defined(F90MOD2CCONV3) /*E.g. MIPSPro Compilers */
+#if defined(NO_APPEND_FORTRAN)
+#define F_MODFUNCNAME(m,f)  f ## .in. ## m
+#else
+#define F_MODFUNCNAME(m,f)  f ## .in. ## m ## _
+#endif
+#endif
+/*
+#if defined(UPPERCASE_FORTRAN)
+#define F_MODFUNC(m,M,f,F) F_MODFUNCNAME(M,F)
+#else
+#define F_MODFUNC(m,M,f,F) F_MODFUNCNAME(m,f)
+#endif
+*/
+
+#define F_MODFUNC(m,f) (*(f2pymodstruct##m##.##f))
+"""
+cppmacros['SWAPUNSAFE'] = """\
+#define SWAP(a,b) (size_t)(a) = ((size_t)(a) ^ (size_t)(b));\\
+ (size_t)(b) = ((size_t)(a) ^ (size_t)(b));\\
+ (size_t)(a) = ((size_t)(a) ^ (size_t)(b))
+"""
+cppmacros['SWAP'] = """\
+#define SWAP(a,b,t) {\\
+    t *c;\\
+    c = a;\\
+    a = b;\\
+    b = c;}
+"""
+# cppmacros['ISCONTIGUOUS']='#define ISCONTIGUOUS(m) (PyArray_FLAGS(m) &
+# NPY_ARRAY_C_CONTIGUOUS)'
+cppmacros['PRINTPYOBJERR'] = """\
+#define PRINTPYOBJERR(obj)\\
+    fprintf(stderr,\"#modulename#.error is related to \");\\
+    PyObject_Print((PyObject *)obj,stderr,Py_PRINT_RAW);\\
+    fprintf(stderr,\"\\n\");
+"""
+cppmacros['MINMAX'] = """\
+#ifndef max
+#define max(a,b) ((a > b) ? (a) : (b))
+#endif
+#ifndef min
+#define min(a,b) ((a < b) ? (a) : (b))
+#endif
+#ifndef MAX
+#define MAX(a,b) ((a > b) ? (a) : (b))
+#endif
+#ifndef MIN
+#define MIN(a,b) ((a < b) ? (a) : (b))
+#endif
+"""
+needs['len..'] = ['f2py_size']
+cppmacros['len..'] = """\
+#define rank(var) var ## _Rank
+#define shape(var,dim) var ## _Dims[dim]
+#define old_rank(var) (PyArray_NDIM((PyArrayObject *)(capi_ ## var ## _tmp)))
+#define old_shape(var,dim) PyArray_DIM(((PyArrayObject *)(capi_ ## var ## _tmp)),dim)
+#define fshape(var,dim) shape(var,rank(var)-dim-1)
+#define len(var) shape(var,0)
+#define flen(var) fshape(var,0)
+#define old_size(var) PyArray_SIZE((PyArrayObject *)(capi_ ## var ## _tmp))
+/* #define index(i) capi_i ## i */
+#define slen(var) capi_ ## var ## _len
+#define size(var, ...) f2py_size((PyArrayObject *)(capi_ ## var ## _tmp), ## __VA_ARGS__, -1)
+"""
+needs['f2py_size'] = ['stdarg.h']
+cfuncs['f2py_size'] = """\
+static int f2py_size(PyArrayObject* var, ...)
+{
+  npy_int sz = 0;
+  npy_int dim;
+  npy_int rank;
+  va_list argp;
+  va_start(argp, var);
+  dim = va_arg(argp, npy_int);
+  if (dim==-1)
+    {
+      sz = PyArray_SIZE(var);
+    }
+  else
+    {
+      rank = PyArray_NDIM(var);
+      if (dim>=1 && dim<=rank)
+        sz = PyArray_DIM(var, dim-1);
+      else
+        fprintf(stderr, \"f2py_size: 2nd argument value=%d fails to satisfy 1<=value<=%d. Result will be 0.\\n\", dim, rank);
+    }
+  va_end(argp);
+  return sz;
+}
+"""
+
+cppmacros[
+    'pyobj_from_char1'] = '#define pyobj_from_char1(v) (PyLong_FromLong(v))'
+cppmacros[
+    'pyobj_from_short1'] = '#define pyobj_from_short1(v) (PyLong_FromLong(v))'
+needs['pyobj_from_int1'] = ['signed_char']
+cppmacros['pyobj_from_int1'] = '#define pyobj_from_int1(v) (PyLong_FromLong(v))'
+cppmacros[
+    'pyobj_from_long1'] = '#define pyobj_from_long1(v) (PyLong_FromLong(v))'
+needs['pyobj_from_long_long1'] = ['long_long']
+cppmacros['pyobj_from_long_long1'] = """\
+#ifdef HAVE_LONG_LONG
+#define pyobj_from_long_long1(v) (PyLong_FromLongLong(v))
+#else
+#warning HAVE_LONG_LONG is not available. Redefining pyobj_from_long_long.
+#define pyobj_from_long_long1(v) (PyLong_FromLong(v))
+#endif
+"""
+needs['pyobj_from_long_double1'] = ['long_double']
+cppmacros[
+    'pyobj_from_long_double1'] = '#define pyobj_from_long_double1(v) (PyFloat_FromDouble(v))'
+cppmacros[
+    'pyobj_from_double1'] = '#define pyobj_from_double1(v) (PyFloat_FromDouble(v))'
+cppmacros[
+    'pyobj_from_float1'] = '#define pyobj_from_float1(v) (PyFloat_FromDouble(v))'
+needs['pyobj_from_complex_long_double1'] = ['complex_long_double']
+cppmacros[
+    'pyobj_from_complex_long_double1'] = '#define pyobj_from_complex_long_double1(v) (PyComplex_FromDoubles(v.r,v.i))'
+needs['pyobj_from_complex_double1'] = ['complex_double']
+cppmacros[
+    'pyobj_from_complex_double1'] = '#define pyobj_from_complex_double1(v) (PyComplex_FromDoubles(v.r,v.i))'
+needs['pyobj_from_complex_float1'] = ['complex_float']
+cppmacros[
+    'pyobj_from_complex_float1'] = '#define pyobj_from_complex_float1(v) (PyComplex_FromDoubles(v.r,v.i))'
+needs['pyobj_from_string1'] = ['string']
+cppmacros[
+    'pyobj_from_string1'] = '#define pyobj_from_string1(v) (PyUnicode_FromString((char *)v))'
+needs['pyobj_from_string1size'] = ['string']
+cppmacros[
+    'pyobj_from_string1size'] = '#define pyobj_from_string1size(v,len) (PyUnicode_FromStringAndSize((char *)v, len))'
+needs['TRYPYARRAYTEMPLATE'] = ['PRINTPYOBJERR']
+cppmacros['TRYPYARRAYTEMPLATE'] = """\
+/* New SciPy */
+#define TRYPYARRAYTEMPLATECHAR case NPY_STRING: *(char *)(PyArray_DATA(arr))=*v; break;
+#define TRYPYARRAYTEMPLATELONG case NPY_LONG: *(long *)(PyArray_DATA(arr))=*v; break;
+#define TRYPYARRAYTEMPLATEOBJECT case NPY_OBJECT: PyArray_SETITEM(arr,PyArray_DATA(arr),pyobj_from_ ## ctype ## 1(*v)); break;
+
+#define TRYPYARRAYTEMPLATE(ctype,typecode) \\
+        PyArrayObject *arr = NULL;\\
+        if (!obj) return -2;\\
+        if (!PyArray_Check(obj)) return -1;\\
+        if (!(arr=(PyArrayObject *)obj)) {fprintf(stderr,\"TRYPYARRAYTEMPLATE:\");PRINTPYOBJERR(obj);return 0;}\\
+        if (PyArray_DESCR(arr)->type==typecode)  {*(ctype *)(PyArray_DATA(arr))=*v; return 1;}\\
+        switch (PyArray_TYPE(arr)) {\\
+                case NPY_DOUBLE: *(npy_double *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_INT: *(npy_int *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_LONG: *(npy_long *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_FLOAT: *(npy_float *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_CDOUBLE: *(npy_double *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_CFLOAT: *(npy_float *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_BOOL: *(npy_bool *)(PyArray_DATA(arr))=(*v!=0); break;\\
+                case NPY_UBYTE: *(npy_ubyte *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_BYTE: *(npy_byte *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_SHORT: *(npy_short *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_USHORT: *(npy_ushort *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_UINT: *(npy_uint *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_ULONG: *(npy_ulong *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_LONGLONG: *(npy_longlong *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_ULONGLONG: *(npy_ulonglong *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_LONGDOUBLE: *(npy_longdouble *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_CLONGDOUBLE: *(npy_longdouble *)(PyArray_DATA(arr))=*v; break;\\
+                case NPY_OBJECT: PyArray_SETITEM(arr, PyArray_DATA(arr), pyobj_from_ ## ctype ## 1(*v)); break;\\
+        default: return -2;\\
+        };\\
+        return 1
+"""
+
+needs['TRYCOMPLEXPYARRAYTEMPLATE'] = ['PRINTPYOBJERR']
+cppmacros['TRYCOMPLEXPYARRAYTEMPLATE'] = """\
+#define TRYCOMPLEXPYARRAYTEMPLATEOBJECT case NPY_OBJECT: PyArray_SETITEM(arr, PyArray_DATA(arr), pyobj_from_complex_ ## ctype ## 1((*v))); break;
+#define TRYCOMPLEXPYARRAYTEMPLATE(ctype,typecode)\\
+        PyArrayObject *arr = NULL;\\
+        if (!obj) return -2;\\
+        if (!PyArray_Check(obj)) return -1;\\
+        if (!(arr=(PyArrayObject *)obj)) {fprintf(stderr,\"TRYCOMPLEXPYARRAYTEMPLATE:\");PRINTPYOBJERR(obj);return 0;}\\
+        if (PyArray_DESCR(arr)->type==typecode) {\\
+            *(ctype *)(PyArray_DATA(arr))=(*v).r;\\
+            *(ctype *)(PyArray_DATA(arr)+sizeof(ctype))=(*v).i;\\
+            return 1;\\
+        }\\
+        switch (PyArray_TYPE(arr)) {\\
+                case NPY_CDOUBLE: *(npy_double *)(PyArray_DATA(arr))=(*v).r;\\
+                                  *(npy_double *)(PyArray_DATA(arr)+sizeof(npy_double))=(*v).i;\\
+                                  break;\\
+                case NPY_CFLOAT: *(npy_float *)(PyArray_DATA(arr))=(*v).r;\\
+                                 *(npy_float *)(PyArray_DATA(arr)+sizeof(npy_float))=(*v).i;\\
+                                 break;\\
+                case NPY_DOUBLE: *(npy_double *)(PyArray_DATA(arr))=(*v).r; break;\\
+                case NPY_LONG: *(npy_long *)(PyArray_DATA(arr))=(*v).r; break;\\
+                case NPY_FLOAT: *(npy_float *)(PyArray_DATA(arr))=(*v).r; break;\\
+                case NPY_INT: *(npy_int *)(PyArray_DATA(arr))=(*v).r; break;\\
+                case NPY_SHORT: *(npy_short *)(PyArray_DATA(arr))=(*v).r; break;\\
+                case NPY_UBYTE: *(npy_ubyte *)(PyArray_DATA(arr))=(*v).r; break;\\
+                case NPY_BYTE: *(npy_byte *)(PyArray_DATA(arr))=(*v).r; break;\\
+                case NPY_BOOL: *(npy_bool *)(PyArray_DATA(arr))=((*v).r!=0 && (*v).i!=0); break;\\
+                case NPY_USHORT: *(npy_ushort *)(PyArray_DATA(arr))=(*v).r; break;\\
+                case NPY_UINT: *(npy_uint *)(PyArray_DATA(arr))=(*v).r; break;\\
+                case NPY_ULONG: *(npy_ulong *)(PyArray_DATA(arr))=(*v).r; break;\\
+                case NPY_LONGLONG: *(npy_longlong *)(PyArray_DATA(arr))=(*v).r; break;\\
+                case NPY_ULONGLONG: *(npy_ulonglong *)(PyArray_DATA(arr))=(*v).r; break;\\
+                case NPY_LONGDOUBLE: *(npy_longdouble *)(PyArray_DATA(arr))=(*v).r; break;\\
+                case NPY_CLONGDOUBLE: *(npy_longdouble *)(PyArray_DATA(arr))=(*v).r;\\
+                                      *(npy_longdouble *)(PyArray_DATA(arr)+sizeof(npy_longdouble))=(*v).i;\\
+                                      break;\\
+                case NPY_OBJECT: PyArray_SETITEM(arr, PyArray_DATA(arr), pyobj_from_complex_ ## ctype ## 1((*v))); break;\\
+                default: return -2;\\
+        };\\
+        return -1;
+"""
+# cppmacros['NUMFROMARROBJ']="""\
+# define NUMFROMARROBJ(typenum,ctype) \\
+#     if (PyArray_Check(obj)) arr = (PyArrayObject *)obj;\\
+#     else arr = (PyArrayObject *)PyArray_ContiguousFromObject(obj,typenum,0,0);\\
+#     if (arr) {\\
+#         if (PyArray_TYPE(arr)==NPY_OBJECT) {\\
+#             if (!ctype ## _from_pyobj(v,(PyArray_DESCR(arr)->getitem)(PyArray_DATA(arr)),\"\"))\\
+#             goto capi_fail;\\
+#         } else {\\
+#             (PyArray_DESCR(arr)->cast[typenum])(PyArray_DATA(arr),1,(char*)v,1,1);\\
+#         }\\
+#         if ((PyObject *)arr != obj) { Py_DECREF(arr); }\\
+#         return 1;\\
+#     }
+# """
+# XXX: Note that CNUMFROMARROBJ is identical with NUMFROMARROBJ
+# cppmacros['CNUMFROMARROBJ']="""\
+# define CNUMFROMARROBJ(typenum,ctype) \\
+#     if (PyArray_Check(obj)) arr = (PyArrayObject *)obj;\\
+#     else arr = (PyArrayObject *)PyArray_ContiguousFromObject(obj,typenum,0,0);\\
+#     if (arr) {\\
+#         if (PyArray_TYPE(arr)==NPY_OBJECT) {\\
+#             if (!ctype ## _from_pyobj(v,(PyArray_DESCR(arr)->getitem)(PyArray_DATA(arr)),\"\"))\\
+#             goto capi_fail;\\
+#         } else {\\
+#             (PyArray_DESCR(arr)->cast[typenum])((void *)(PyArray_DATA(arr)),1,(void *)(v),1,1);\\
+#         }\\
+#         if ((PyObject *)arr != obj) { Py_DECREF(arr); }\\
+#         return 1;\\
+#     }
+# """
+
+
+needs['GETSTRFROMPYTUPLE'] = ['STRINGCOPYN', 'PRINTPYOBJERR']
+cppmacros['GETSTRFROMPYTUPLE'] = """\
+#define GETSTRFROMPYTUPLE(tuple,index,str,len) {\\
+        PyObject *rv_cb_str = PyTuple_GetItem((tuple),(index));\\
+        if (rv_cb_str == NULL)\\
+            goto capi_fail;\\
+        if (PyBytes_Check(rv_cb_str)) {\\
+            str[len-1]='\\0';\\
+            STRINGCOPYN((str),PyBytes_AS_STRING((PyBytesObject*)rv_cb_str),(len));\\
+        } else {\\
+            PRINTPYOBJERR(rv_cb_str);\\
+            PyErr_SetString(#modulename#_error,\"string object expected\");\\
+            goto capi_fail;\\
+        }\\
+    }
+"""
+cppmacros['GETSCALARFROMPYTUPLE'] = """\
+#define GETSCALARFROMPYTUPLE(tuple,index,var,ctype,mess) {\\
+        if ((capi_tmp = PyTuple_GetItem((tuple),(index)))==NULL) goto capi_fail;\\
+        if (!(ctype ## _from_pyobj((var),capi_tmp,mess)))\\
+            goto capi_fail;\\
+    }
+"""
+
+cppmacros['FAILNULL'] = """\\
+#define FAILNULL(p) do {                                            \\
+    if ((p) == NULL) {                                              \\
+        PyErr_SetString(PyExc_MemoryError, "NULL pointer found");   \\
+        goto capi_fail;                                             \\
+    }                                                               \\
+} while (0)
+"""
+needs['MEMCOPY'] = ['string.h', 'FAILNULL']
+cppmacros['MEMCOPY'] = """\
+#define MEMCOPY(to,from,n)\\
+    do { FAILNULL(to); FAILNULL(from); (void)memcpy(to,from,n); } while (0)
+"""
+cppmacros['STRINGMALLOC'] = """\
+#define STRINGMALLOC(str,len)\\
+    if ((str = (string)malloc(len+1)) == NULL) {\\
+        PyErr_SetString(PyExc_MemoryError, \"out of memory\");\\
+        goto capi_fail;\\
+    } else {\\
+        (str)[len] = '\\0';\\
+    }
+"""
+cppmacros['STRINGFREE'] = """\
+#define STRINGFREE(str) do {if (!(str == NULL)) free(str);} while (0)
+"""
+needs['STRINGPADN'] = ['string.h']
+cppmacros['STRINGPADN'] = """\
+/*
+STRINGPADN replaces null values with padding values from the right.
+
+`to` must have size of at least N bytes.
+
+If the `to[N-1]` has null value, then replace it and all the
+preceding, nulls with the given padding.
+
+STRINGPADN(to, N, PADDING, NULLVALUE) is an inverse operation.
+*/
+#define STRINGPADN(to, N, NULLVALUE, PADDING)                   \\
+    do {                                                        \\
+        int _m = (N);                                           \\
+        char *_to = (to);                                       \\
+        for (_m -= 1; _m >= 0 && _to[_m] == NULLVALUE; _m--) {  \\
+             _to[_m] = PADDING;                                 \\
+        }                                                       \\
+    } while (0)
+"""
+needs['STRINGCOPYN'] = ['string.h', 'FAILNULL']
+cppmacros['STRINGCOPYN'] = """\
+/*
+STRINGCOPYN copies N bytes.
+
+`to` and `from` buffers must have sizes of at least N bytes.
+*/
+#define STRINGCOPYN(to,from,N)                                  \\
+    do {                                                        \\
+        int _m = (N);                                           \\
+        char *_to = (to);                                       \\
+        char *_from = (from);                                   \\
+        FAILNULL(_to); FAILNULL(_from);                         \\
+        (void)strncpy(_to, _from, _m);             \\
+    } while (0)
+"""
+needs['STRINGCOPY'] = ['string.h', 'FAILNULL']
+cppmacros['STRINGCOPY'] = """\
+#define STRINGCOPY(to,from)\\
+    do { FAILNULL(to); FAILNULL(from); (void)strcpy(to,from); } while (0)
+"""
+cppmacros['CHECKGENERIC'] = """\
+#define CHECKGENERIC(check,tcheck,name) \\
+    if (!(check)) {\\
+        PyErr_SetString(#modulename#_error,\"(\"tcheck\") failed for \"name);\\
+        /*goto capi_fail;*/\\
+    } else """
+cppmacros['CHECKARRAY'] = """\
+#define CHECKARRAY(check,tcheck,name) \\
+    if (!(check)) {\\
+        PyErr_SetString(#modulename#_error,\"(\"tcheck\") failed for \"name);\\
+        /*goto capi_fail;*/\\
+    } else """
+cppmacros['CHECKSTRING'] = """\
+#define CHECKSTRING(check,tcheck,name,show,var)\\
+    if (!(check)) {\\
+        char errstring[256];\\
+        sprintf(errstring, \"%s: \"show, \"(\"tcheck\") failed for \"name, slen(var), var);\\
+        PyErr_SetString(#modulename#_error, errstring);\\
+        /*goto capi_fail;*/\\
+    } else """
+cppmacros['CHECKSCALAR'] = """\
+#define CHECKSCALAR(check,tcheck,name,show,var)\\
+    if (!(check)) {\\
+        char errstring[256];\\
+        sprintf(errstring, \"%s: \"show, \"(\"tcheck\") failed for \"name, var);\\
+        PyErr_SetString(#modulename#_error,errstring);\\
+        /*goto capi_fail;*/\\
+    } else """
+# cppmacros['CHECKDIMS']="""\
+# define CHECKDIMS(dims,rank) \\
+#     for (int i=0;i<(rank);i++)\\
+#         if (dims[i]<0) {\\
+#             fprintf(stderr,\"Unspecified array argument requires a complete dimension specification.\\n\");\\
+#             goto capi_fail;\\
+#         }
+# """
+cppmacros[
+    'ARRSIZE'] = '#define ARRSIZE(dims,rank) (_PyArray_multiply_list(dims,rank))'
+cppmacros['OLDPYNUM'] = """\
+#ifdef OLDPYNUM
+#error You need to install NumPy version 0.13 or higher. See https://scipy.org/install.html
+#endif
+"""
+cppmacros["F2PY_THREAD_LOCAL_DECL"] = """\
+#ifndef F2PY_THREAD_LOCAL_DECL
+#if defined(_MSC_VER)
+#define F2PY_THREAD_LOCAL_DECL __declspec(thread)
+#elif defined(NPY_OS_MINGW)
+#define F2PY_THREAD_LOCAL_DECL __thread
+#elif defined(__STDC_VERSION__) \\
+      && (__STDC_VERSION__ >= 201112L) \\
+      && !defined(__STDC_NO_THREADS__) \\
+      && (!defined(__GLIBC__) || __GLIBC__ > 2 || (__GLIBC__ == 2 && __GLIBC_MINOR__ > 12)) \\
+      && !defined(NPY_OS_OPENBSD)
+/* __STDC_NO_THREADS__ was first defined in a maintenance release of glibc 2.12,
+   see https://lists.gnu.org/archive/html/commit-hurd/2012-07/msg00180.html,
+   so `!defined(__STDC_NO_THREADS__)` may give false positive for the existence
+   of `threads.h` when using an older release of glibc 2.12
+   See gh-19437 for details on OpenBSD */
+#include <threads.h>
+#define F2PY_THREAD_LOCAL_DECL thread_local
+#elif defined(__GNUC__) \\
+      && (__GNUC__ > 4 || (__GNUC__ == 4 && (__GNUC_MINOR__ >= 4)))
+#define F2PY_THREAD_LOCAL_DECL __thread
+#endif
+#endif
+"""
+################# C functions ###############
+
+cfuncs['calcarrindex'] = """\
+static int calcarrindex(int *i,PyArrayObject *arr) {
+    int k,ii = i[0];
+    for (k=1; k < PyArray_NDIM(arr); k++)
+        ii += (ii*(PyArray_DIM(arr,k) - 1)+i[k]); /* assuming contiguous arr */
+    return ii;
+}"""
+cfuncs['calcarrindextr'] = """\
+static int calcarrindextr(int *i,PyArrayObject *arr) {
+    int k,ii = i[PyArray_NDIM(arr)-1];
+    for (k=1; k < PyArray_NDIM(arr); k++)
+        ii += (ii*(PyArray_DIM(arr,PyArray_NDIM(arr)-k-1) - 1)+i[PyArray_NDIM(arr)-k-1]); /* assuming contiguous arr */
+    return ii;
+}"""
+cfuncs['forcomb'] = """\
+static struct { int nd;npy_intp *d;int *i,*i_tr,tr; } forcombcache;
+static int initforcomb(npy_intp *dims,int nd,int tr) {
+  int k;
+  if (dims==NULL) return 0;
+  if (nd<0) return 0;
+  forcombcache.nd = nd;
+  forcombcache.d = dims;
+  forcombcache.tr = tr;
+  if ((forcombcache.i = (int *)malloc(sizeof(int)*nd))==NULL) return 0;
+  if ((forcombcache.i_tr = (int *)malloc(sizeof(int)*nd))==NULL) return 0;
+  for (k=1;k<nd;k++) {
+    forcombcache.i[k] = forcombcache.i_tr[nd-k-1] = 0;
+  }
+  forcombcache.i[0] = forcombcache.i_tr[nd-1] = -1;
+  return 1;
+}
+static int *nextforcomb(void) {
+  int j,*i,*i_tr,k;
+  int nd=forcombcache.nd;
+  if ((i=forcombcache.i) == NULL) return NULL;
+  if ((i_tr=forcombcache.i_tr) == NULL) return NULL;
+  if (forcombcache.d == NULL) return NULL;
+  i[0]++;
+  if (i[0]==forcombcache.d[0]) {
+    j=1;
+    while ((j<nd) && (i[j]==forcombcache.d[j]-1)) j++;
+    if (j==nd) {
+      free(i);
+      free(i_tr);
+      return NULL;
+    }
+    for (k=0;k<j;k++) i[k] = i_tr[nd-k-1] = 0;
+    i[j]++;
+    i_tr[nd-j-1]++;
+  } else
+    i_tr[nd-1]++;
+  if (forcombcache.tr) return i_tr;
+  return i;
+}"""
+needs['try_pyarr_from_string'] = ['STRINGCOPYN', 'PRINTPYOBJERR', 'string']
+cfuncs['try_pyarr_from_string'] = """\
+/*
+  try_pyarr_from_string copies str[:len(obj)] to the data of an `ndarray`.
+
+  If obj is an `ndarray`, it is assumed to be contiguous.
+
+  If the specified len==-1, str must be null-terminated.
+*/
+static int try_pyarr_from_string(PyObject *obj,
+                                 const string str, const int len) {
+#ifdef DEBUGCFUNCS
+fprintf(stderr, "try_pyarr_from_string(str='%s', len=%d, obj=%p)\\n",
+        (char*)str,len, obj);
+#endif
+    if (PyArray_Check(obj)) {
+        PyArrayObject *arr = (PyArrayObject *)obj;
+        assert(ISCONTIGUOUS(arr));
+        string buf = PyArray_DATA(arr);
+        npy_intp n = len;
+        if (n == -1) {
+            /* Assuming null-terminated str. */
+            n = strlen(str);
+        }
+        if (n > PyArray_NBYTES(arr)) {
+            n = PyArray_NBYTES(arr);
+        }
+        STRINGCOPYN(buf, str, n);
+        return 1;
+    }
+capi_fail:
+    PRINTPYOBJERR(obj);
+    PyErr_SetString(#modulename#_error, \"try_pyarr_from_string failed\");
+    return 0;
+}
+"""
+needs['string_from_pyobj'] = ['string', 'STRINGMALLOC', 'STRINGCOPYN']
+cfuncs['string_from_pyobj'] = """\
+/*
+  Create a new string buffer `str` of at most length `len` from a
+  Python string-like object `obj`.
+
+  The string buffer has given size (len) or the size of inistr when len==-1.
+
+  The string buffer is padded with blanks: in Fortran, trailing blanks
+  are insignificant contrary to C nulls.
+ */
+static int
+string_from_pyobj(string *str, int *len, const string inistr, PyObject *obj,
+                  const char *errmess)
+{
+    PyObject *tmp = NULL;
+    string buf = NULL;
+    npy_intp n = -1;
+#ifdef DEBUGCFUNCS
+fprintf(stderr,\"string_from_pyobj(str='%s',len=%d,inistr='%s',obj=%p)\\n\",
+               (char*)str, *len, (char *)inistr, obj);
+#endif
+    if (obj == Py_None) {
+        n = strlen(inistr);
+        buf = inistr;
+    }
+    else if (PyArray_Check(obj)) {
+        PyArrayObject *arr = (PyArrayObject *)obj;
+        if (!ISCONTIGUOUS(arr)) {
+            PyErr_SetString(PyExc_ValueError,
+                            \"array object is non-contiguous.\");
+            goto capi_fail;
+        }
+        n = PyArray_NBYTES(arr);
+        buf = PyArray_DATA(arr);
+        n = strnlen(buf, n);
+    }
+    else {
+        if (PyBytes_Check(obj)) {
+            tmp = obj;
+            Py_INCREF(tmp);
+        }
+        else if (PyUnicode_Check(obj)) {
+            tmp = PyUnicode_AsASCIIString(obj);
+        }
+        else {
+            PyObject *tmp2;
+            tmp2 = PyObject_Str(obj);
+            if (tmp2) {
+                tmp = PyUnicode_AsASCIIString(tmp2);
+                Py_DECREF(tmp2);
+            }
+            else {
+                tmp = NULL;
+            }
+        }
+        if (tmp == NULL) goto capi_fail;
+        n = PyBytes_GET_SIZE(tmp);
+        buf = PyBytes_AS_STRING(tmp);
+    }
+    if (*len == -1) {
+        /* TODO: change the type of `len` so that we can remove this */
+        if (n > NPY_MAX_INT) {
+            PyErr_SetString(PyExc_OverflowError,
+                            "object too large for a 32-bit int");
+            goto capi_fail;
+        }
+        *len = n;
+    }
+    else if (*len < n) {
+        /* discard the last (len-n) bytes of input buf */
+        n = *len;
+    }
+    if (n < 0 || *len < 0 || buf == NULL) {
+        goto capi_fail;
+    }
+    STRINGMALLOC(*str, *len);  // *str is allocated with size (*len + 1)
+    if (n < *len) {
+        /*
+          Pad fixed-width string with nulls. The caller will replace
+          nulls with blanks when the corresponding argument is not
+          intent(c).
+        */
+        memset(*str + n, '\\0', *len - n);
+    }
+    STRINGCOPYN(*str, buf, n);
+    Py_XDECREF(tmp);
+    return 1;
+capi_fail:
+    Py_XDECREF(tmp);
+    {
+        PyObject* err = PyErr_Occurred();
+        if (err == NULL) {
+            err = #modulename#_error;
+        }
+        PyErr_SetString(err, errmess);
+    }
+    return 0;
+}
+"""
+
+needs['char_from_pyobj'] = ['int_from_pyobj']
+cfuncs['char_from_pyobj'] = """\
+static int
+char_from_pyobj(char* v, PyObject *obj, const char *errmess) {
+    int i = 0;
+    if (int_from_pyobj(&i, obj, errmess)) {
+        *v = (char)i;
+        return 1;
+    }
+    return 0;
+}
+"""
+
+
+needs['signed_char_from_pyobj'] = ['int_from_pyobj', 'signed_char']
+cfuncs['signed_char_from_pyobj'] = """\
+static int
+signed_char_from_pyobj(signed_char* v, PyObject *obj, const char *errmess) {
+    int i = 0;
+    if (int_from_pyobj(&i, obj, errmess)) {
+        *v = (signed_char)i;
+        return 1;
+    }
+    return 0;
+}
+"""
+
+
+needs['short_from_pyobj'] = ['int_from_pyobj']
+cfuncs['short_from_pyobj'] = """\
+static int
+short_from_pyobj(short* v, PyObject *obj, const char *errmess) {
+    int i = 0;
+    if (int_from_pyobj(&i, obj, errmess)) {
+        *v = (short)i;
+        return 1;
+    }
+    return 0;
+}
+"""
+
+
+cfuncs['int_from_pyobj'] = """\
+static int
+int_from_pyobj(int* v, PyObject *obj, const char *errmess)
+{
+    PyObject* tmp = NULL;
+
+    if (PyLong_Check(obj)) {
+        *v = Npy__PyLong_AsInt(obj);
+        return !(*v == -1 && PyErr_Occurred());
+    }
+
+    tmp = PyNumber_Long(obj);
+    if (tmp) {
+        *v = Npy__PyLong_AsInt(tmp);
+        Py_DECREF(tmp);
+        return !(*v == -1 && PyErr_Occurred());
+    }
+
+    if (PyComplex_Check(obj)) {
+        PyErr_Clear();
+        tmp = PyObject_GetAttrString(obj,\"real\");
+    }
+    else if (PyBytes_Check(obj) || PyUnicode_Check(obj)) {
+        /*pass*/;
+    }
+    else if (PySequence_Check(obj)) {
+        PyErr_Clear();
+        tmp = PySequence_GetItem(obj, 0);
+    }
+
+    if (tmp) {
+        if (int_from_pyobj(v, tmp, errmess)) {
+            Py_DECREF(tmp);
+            return 1;
+        }
+        Py_DECREF(tmp);
+    }
+
+    {
+        PyObject* err = PyErr_Occurred();
+        if (err == NULL) {
+            err = #modulename#_error;
+        }
+        PyErr_SetString(err, errmess);
+    }
+    return 0;
+}
+"""
+
+
+cfuncs['long_from_pyobj'] = """\
+static int
+long_from_pyobj(long* v, PyObject *obj, const char *errmess) {
+    PyObject* tmp = NULL;
+
+    if (PyLong_Check(obj)) {
+        *v = PyLong_AsLong(obj);
+        return !(*v == -1 && PyErr_Occurred());
+    }
+
+    tmp = PyNumber_Long(obj);
+    if (tmp) {
+        *v = PyLong_AsLong(tmp);
+        Py_DECREF(tmp);
+        return !(*v == -1 && PyErr_Occurred());
+    }
+
+    if (PyComplex_Check(obj)) {
+        PyErr_Clear();
+        tmp = PyObject_GetAttrString(obj,\"real\");
+    }
+    else if (PyBytes_Check(obj) || PyUnicode_Check(obj)) {
+        /*pass*/;
+    }
+    else if (PySequence_Check(obj)) {
+        PyErr_Clear();
+        tmp = PySequence_GetItem(obj, 0);
+    }
+
+    if (tmp) {
+        if (long_from_pyobj(v, tmp, errmess)) {
+            Py_DECREF(tmp);
+            return 1;
+        }
+        Py_DECREF(tmp);
+    }
+    {
+        PyObject* err = PyErr_Occurred();
+        if (err == NULL) {
+            err = #modulename#_error;
+        }
+        PyErr_SetString(err, errmess);
+    }
+    return 0;
+}
+"""
+
+
+needs['long_long_from_pyobj'] = ['long_long']
+cfuncs['long_long_from_pyobj'] = """\
+static int
+long_long_from_pyobj(long_long* v, PyObject *obj, const char *errmess)
+{
+    PyObject* tmp = NULL;
+
+    if (PyLong_Check(obj)) {
+        *v = PyLong_AsLongLong(obj);
+        return !(*v == -1 && PyErr_Occurred());
+    }
+
+    tmp = PyNumber_Long(obj);
+    if (tmp) {
+        *v = PyLong_AsLongLong(tmp);
+        Py_DECREF(tmp);
+        return !(*v == -1 && PyErr_Occurred());
+    }
+
+    if (PyComplex_Check(obj)) {
+        PyErr_Clear();
+        tmp = PyObject_GetAttrString(obj,\"real\");
+    }
+    else if (PyBytes_Check(obj) || PyUnicode_Check(obj)) {
+        /*pass*/;
+    }
+    else if (PySequence_Check(obj)) {
+        PyErr_Clear();
+        tmp = PySequence_GetItem(obj, 0);
+    }
+
+    if (tmp) {
+        if (long_long_from_pyobj(v, tmp, errmess)) {
+            Py_DECREF(tmp);
+            return 1;
+        }
+        Py_DECREF(tmp);
+    }
+    {
+        PyObject* err = PyErr_Occurred();
+        if (err == NULL) {
+            err = #modulename#_error;
+        }
+        PyErr_SetString(err,errmess);
+    }
+    return 0;
+}
+"""
+
+
+needs['long_double_from_pyobj'] = ['double_from_pyobj', 'long_double']
+cfuncs['long_double_from_pyobj'] = """\
+static int
+long_double_from_pyobj(long_double* v, PyObject *obj, const char *errmess)
+{
+    double d=0;
+    if (PyArray_CheckScalar(obj)){
+        if PyArray_IsScalar(obj, LongDouble) {
+            PyArray_ScalarAsCtype(obj, v);
+            return 1;
+        }
+        else if (PyArray_Check(obj) && PyArray_TYPE(obj) == NPY_LONGDOUBLE) {
+            (*v) = *((npy_longdouble *)PyArray_DATA(obj));
+            return 1;
+        }
+    }
+    if (double_from_pyobj(&d, obj, errmess)) {
+        *v = (long_double)d;
+        return 1;
+    }
+    return 0;
+}
+"""
+
+
+cfuncs['double_from_pyobj'] = """\
+static int
+double_from_pyobj(double* v, PyObject *obj, const char *errmess)
+{
+    PyObject* tmp = NULL;
+    if (PyFloat_Check(obj)) {
+        *v = PyFloat_AsDouble(obj);
+        return !(*v == -1.0 && PyErr_Occurred());
+    }
+
+    tmp = PyNumber_Float(obj);
+    if (tmp) {
+        *v = PyFloat_AsDouble(tmp);
+        Py_DECREF(tmp);
+        return !(*v == -1.0 && PyErr_Occurred());
+    }
+
+    if (PyComplex_Check(obj)) {
+        PyErr_Clear();
+        tmp = PyObject_GetAttrString(obj,\"real\");
+    }
+    else if (PyBytes_Check(obj) || PyUnicode_Check(obj)) {
+        /*pass*/;
+    }
+    else if (PySequence_Check(obj)) {
+        PyErr_Clear();
+        tmp = PySequence_GetItem(obj, 0);
+    }
+
+    if (tmp) {
+        if (double_from_pyobj(v,tmp,errmess)) {Py_DECREF(tmp); return 1;}
+        Py_DECREF(tmp);
+    }
+    {
+        PyObject* err = PyErr_Occurred();
+        if (err==NULL) err = #modulename#_error;
+        PyErr_SetString(err,errmess);
+    }
+    return 0;
+}
+"""
+
+
+needs['float_from_pyobj'] = ['double_from_pyobj']
+cfuncs['float_from_pyobj'] = """\
+static int
+float_from_pyobj(float* v, PyObject *obj, const char *errmess)
+{
+    double d=0.0;
+    if (double_from_pyobj(&d,obj,errmess)) {
+        *v = (float)d;
+        return 1;
+    }
+    return 0;
+}
+"""
+
+
+needs['complex_long_double_from_pyobj'] = ['complex_long_double', 'long_double',
+                                           'complex_double_from_pyobj']
+cfuncs['complex_long_double_from_pyobj'] = """\
+static int
+complex_long_double_from_pyobj(complex_long_double* v, PyObject *obj, const char *errmess)
+{
+    complex_double cd = {0.0,0.0};
+    if (PyArray_CheckScalar(obj)){
+        if PyArray_IsScalar(obj, CLongDouble) {
+            PyArray_ScalarAsCtype(obj, v);
+            return 1;
+        }
+        else if (PyArray_Check(obj) && PyArray_TYPE(obj)==NPY_CLONGDOUBLE) {
+            (*v).r = ((npy_clongdouble *)PyArray_DATA(obj))->real;
+            (*v).i = ((npy_clongdouble *)PyArray_DATA(obj))->imag;
+            return 1;
+        }
+    }
+    if (complex_double_from_pyobj(&cd,obj,errmess)) {
+        (*v).r = (long_double)cd.r;
+        (*v).i = (long_double)cd.i;
+        return 1;
+    }
+    return 0;
+}
+"""
+
+
+needs['complex_double_from_pyobj'] = ['complex_double']
+cfuncs['complex_double_from_pyobj'] = """\
+static int
+complex_double_from_pyobj(complex_double* v, PyObject *obj, const char *errmess) {
+    Py_complex c;
+    if (PyComplex_Check(obj)) {
+        c = PyComplex_AsCComplex(obj);
+        (*v).r = c.real;
+        (*v).i = c.imag;
+        return 1;
+    }
+    if (PyArray_IsScalar(obj, ComplexFloating)) {
+        if (PyArray_IsScalar(obj, CFloat)) {
+            npy_cfloat new;
+            PyArray_ScalarAsCtype(obj, &new);
+            (*v).r = (double)new.real;
+            (*v).i = (double)new.imag;
+        }
+        else if (PyArray_IsScalar(obj, CLongDouble)) {
+            npy_clongdouble new;
+            PyArray_ScalarAsCtype(obj, &new);
+            (*v).r = (double)new.real;
+            (*v).i = (double)new.imag;
+        }
+        else { /* if (PyArray_IsScalar(obj, CDouble)) */
+            PyArray_ScalarAsCtype(obj, v);
+        }
+        return 1;
+    }
+    if (PyArray_CheckScalar(obj)) { /* 0-dim array or still array scalar */
+        PyArrayObject *arr;
+        if (PyArray_Check(obj)) {
+            arr = (PyArrayObject *)PyArray_Cast((PyArrayObject *)obj, NPY_CDOUBLE);
+        }
+        else {
+            arr = (PyArrayObject *)PyArray_FromScalar(obj, PyArray_DescrFromType(NPY_CDOUBLE));
+        }
+        if (arr == NULL) {
+            return 0;
+        }
+        (*v).r = ((npy_cdouble *)PyArray_DATA(arr))->real;
+        (*v).i = ((npy_cdouble *)PyArray_DATA(arr))->imag;
+        Py_DECREF(arr);
+        return 1;
+    }
+    /* Python does not provide PyNumber_Complex function :-( */
+    (*v).i = 0.0;
+    if (PyFloat_Check(obj)) {
+        (*v).r = PyFloat_AsDouble(obj);
+        return !((*v).r == -1.0 && PyErr_Occurred());
+    }
+    if (PyLong_Check(obj)) {
+        (*v).r = PyLong_AsDouble(obj);
+        return !((*v).r == -1.0 && PyErr_Occurred());
+    }
+    if (PySequence_Check(obj) && !(PyBytes_Check(obj) || PyUnicode_Check(obj))) {
+        PyObject *tmp = PySequence_GetItem(obj,0);
+        if (tmp) {
+            if (complex_double_from_pyobj(v,tmp,errmess)) {
+                Py_DECREF(tmp);
+                return 1;
+            }
+            Py_DECREF(tmp);
+        }
+    }
+    {
+        PyObject* err = PyErr_Occurred();
+        if (err==NULL)
+            err = PyExc_TypeError;
+        PyErr_SetString(err,errmess);
+    }
+    return 0;
+}
+"""
+
+
+needs['complex_float_from_pyobj'] = [
+    'complex_float', 'complex_double_from_pyobj']
+cfuncs['complex_float_from_pyobj'] = """\
+static int
+complex_float_from_pyobj(complex_float* v,PyObject *obj,const char *errmess)
+{
+    complex_double cd={0.0,0.0};
+    if (complex_double_from_pyobj(&cd,obj,errmess)) {
+        (*v).r = (float)cd.r;
+        (*v).i = (float)cd.i;
+        return 1;
+    }
+    return 0;
+}
+"""
+
+
+needs['try_pyarr_from_char'] = ['pyobj_from_char1', 'TRYPYARRAYTEMPLATE']
+cfuncs[
+    'try_pyarr_from_char'] = 'static int try_pyarr_from_char(PyObject* obj,char* v) {\n    TRYPYARRAYTEMPLATE(char,\'c\');\n}\n'
+needs['try_pyarr_from_signed_char'] = ['TRYPYARRAYTEMPLATE', 'unsigned_char']
+cfuncs[
+    'try_pyarr_from_unsigned_char'] = 'static int try_pyarr_from_unsigned_char(PyObject* obj,unsigned_char* v) {\n    TRYPYARRAYTEMPLATE(unsigned_char,\'b\');\n}\n'
+needs['try_pyarr_from_signed_char'] = ['TRYPYARRAYTEMPLATE', 'signed_char']
+cfuncs[
+    'try_pyarr_from_signed_char'] = 'static int try_pyarr_from_signed_char(PyObject* obj,signed_char* v) {\n    TRYPYARRAYTEMPLATE(signed_char,\'1\');\n}\n'
+needs['try_pyarr_from_short'] = ['pyobj_from_short1', 'TRYPYARRAYTEMPLATE']
+cfuncs[
+    'try_pyarr_from_short'] = 'static int try_pyarr_from_short(PyObject* obj,short* v) {\n    TRYPYARRAYTEMPLATE(short,\'s\');\n}\n'
+needs['try_pyarr_from_int'] = ['pyobj_from_int1', 'TRYPYARRAYTEMPLATE']
+cfuncs[
+    'try_pyarr_from_int'] = 'static int try_pyarr_from_int(PyObject* obj,int* v) {\n    TRYPYARRAYTEMPLATE(int,\'i\');\n}\n'
+needs['try_pyarr_from_long'] = ['pyobj_from_long1', 'TRYPYARRAYTEMPLATE']
+cfuncs[
+    'try_pyarr_from_long'] = 'static int try_pyarr_from_long(PyObject* obj,long* v) {\n    TRYPYARRAYTEMPLATE(long,\'l\');\n}\n'
+needs['try_pyarr_from_long_long'] = [
+    'pyobj_from_long_long1', 'TRYPYARRAYTEMPLATE', 'long_long']
+cfuncs[
+    'try_pyarr_from_long_long'] = 'static int try_pyarr_from_long_long(PyObject* obj,long_long* v) {\n    TRYPYARRAYTEMPLATE(long_long,\'L\');\n}\n'
+needs['try_pyarr_from_float'] = ['pyobj_from_float1', 'TRYPYARRAYTEMPLATE']
+cfuncs[
+    'try_pyarr_from_float'] = 'static int try_pyarr_from_float(PyObject* obj,float* v) {\n    TRYPYARRAYTEMPLATE(float,\'f\');\n}\n'
+needs['try_pyarr_from_double'] = ['pyobj_from_double1', 'TRYPYARRAYTEMPLATE']
+cfuncs[
+    'try_pyarr_from_double'] = 'static int try_pyarr_from_double(PyObject* obj,double* v) {\n    TRYPYARRAYTEMPLATE(double,\'d\');\n}\n'
+needs['try_pyarr_from_complex_float'] = [
+    'pyobj_from_complex_float1', 'TRYCOMPLEXPYARRAYTEMPLATE', 'complex_float']
+cfuncs[
+    'try_pyarr_from_complex_float'] = 'static int try_pyarr_from_complex_float(PyObject* obj,complex_float* v) {\n    TRYCOMPLEXPYARRAYTEMPLATE(float,\'F\');\n}\n'
+needs['try_pyarr_from_complex_double'] = [
+    'pyobj_from_complex_double1', 'TRYCOMPLEXPYARRAYTEMPLATE', 'complex_double']
+cfuncs[
+    'try_pyarr_from_complex_double'] = 'static int try_pyarr_from_complex_double(PyObject* obj,complex_double* v) {\n    TRYCOMPLEXPYARRAYTEMPLATE(double,\'D\');\n}\n'
+
+
+needs['create_cb_arglist'] = ['CFUNCSMESS', 'PRINTPYOBJERR', 'MINMAX']
+# create the list of arguments to be used when calling back to python
+cfuncs['create_cb_arglist'] = """\
+static int
+create_cb_arglist(PyObject* fun, PyTupleObject* xa , const int maxnofargs,
+                  const int nofoptargs, int *nofargs, PyTupleObject **args,
+                  const char *errmess)
+{
+    PyObject *tmp = NULL;
+    PyObject *tmp_fun = NULL;
+    Py_ssize_t tot, opt, ext, siz, i, di = 0;
+    CFUNCSMESS(\"create_cb_arglist\\n\");
+    tot=opt=ext=siz=0;
+    /* Get the total number of arguments */
+    if (PyFunction_Check(fun)) {
+        tmp_fun = fun;
+        Py_INCREF(tmp_fun);
+    }
+    else {
+        di = 1;
+        if (PyObject_HasAttrString(fun,\"im_func\")) {
+            tmp_fun = PyObject_GetAttrString(fun,\"im_func\");
+        }
+        else if (PyObject_HasAttrString(fun,\"__call__\")) {
+            tmp = PyObject_GetAttrString(fun,\"__call__\");
+            if (PyObject_HasAttrString(tmp,\"im_func\"))
+                tmp_fun = PyObject_GetAttrString(tmp,\"im_func\");
+            else {
+                tmp_fun = fun; /* built-in function */
+                Py_INCREF(tmp_fun);
+                tot = maxnofargs;
+                if (PyCFunction_Check(fun)) {
+                    /* In case the function has a co_argcount (like on PyPy) */
+                    di = 0;
+                }
+                if (xa != NULL)
+                    tot += PyTuple_Size((PyObject *)xa);
+            }
+            Py_XDECREF(tmp);
+        }
+        else if (PyFortran_Check(fun) || PyFortran_Check1(fun)) {
+            tot = maxnofargs;
+            if (xa != NULL)
+                tot += PyTuple_Size((PyObject *)xa);
+            tmp_fun = fun;
+            Py_INCREF(tmp_fun);
+        }
+        else if (F2PyCapsule_Check(fun)) {
+            tot = maxnofargs;
+            if (xa != NULL)
+                ext = PyTuple_Size((PyObject *)xa);
+            if(ext>0) {
+                fprintf(stderr,\"extra arguments tuple cannot be used with CObject call-back\\n\");
+                goto capi_fail;
+            }
+            tmp_fun = fun;
+            Py_INCREF(tmp_fun);
+        }
+    }
+
+    if (tmp_fun == NULL) {
+        fprintf(stderr,
+                \"Call-back argument must be function|instance|instance.__call__|f2py-function \"
+                \"but got %s.\\n\",
+                ((fun == NULL) ? \"NULL\" : Py_TYPE(fun)->tp_name));
+        goto capi_fail;
+    }
+
+    if (PyObject_HasAttrString(tmp_fun,\"__code__\")) {
+        if (PyObject_HasAttrString(tmp = PyObject_GetAttrString(tmp_fun,\"__code__\"),\"co_argcount\")) {
+            PyObject *tmp_argcount = PyObject_GetAttrString(tmp,\"co_argcount\");
+            Py_DECREF(tmp);
+            if (tmp_argcount == NULL) {
+                goto capi_fail;
+            }
+            tot = PyLong_AsSsize_t(tmp_argcount) - di;
+            Py_DECREF(tmp_argcount);
+        }
+    }
+    /* Get the number of optional arguments */
+    if (PyObject_HasAttrString(tmp_fun,\"__defaults__\")) {
+        if (PyTuple_Check(tmp = PyObject_GetAttrString(tmp_fun,\"__defaults__\")))
+            opt = PyTuple_Size(tmp);
+        Py_XDECREF(tmp);
+    }
+    /* Get the number of extra arguments */
+    if (xa != NULL)
+        ext = PyTuple_Size((PyObject *)xa);
+    /* Calculate the size of call-backs argument list */
+    siz = MIN(maxnofargs+ext,tot);
+    *nofargs = MAX(0,siz-ext);
+
+#ifdef DEBUGCFUNCS
+    fprintf(stderr,
+            \"debug-capi:create_cb_arglist:maxnofargs(-nofoptargs),\"
+            \"tot,opt,ext,siz,nofargs = %d(-%d), %zd, %zd, %zd, %zd, %d\\n\",
+            maxnofargs, nofoptargs, tot, opt, ext, siz, *nofargs);
+#endif
+
+    if (siz < tot-opt) {
+        fprintf(stderr,
+                \"create_cb_arglist: Failed to build argument list \"
+                \"(siz) with enough arguments (tot-opt) required by \"
+                \"user-supplied function (siz,tot,opt=%zd, %zd, %zd).\\n\",
+                siz, tot, opt);
+        goto capi_fail;
+    }
+
+    /* Initialize argument list */
+    *args = (PyTupleObject *)PyTuple_New(siz);
+    for (i=0;i<*nofargs;i++) {
+        Py_INCREF(Py_None);
+        PyTuple_SET_ITEM((PyObject *)(*args),i,Py_None);
+    }
+    if (xa != NULL)
+        for (i=(*nofargs);i<siz;i++) {
+            tmp = PyTuple_GetItem((PyObject *)xa,i-(*nofargs));
+            Py_INCREF(tmp);
+            PyTuple_SET_ITEM(*args,i,tmp);
+        }
+    CFUNCSMESS(\"create_cb_arglist-end\\n\");
+    Py_DECREF(tmp_fun);
+    return 1;
+
+capi_fail:
+    if (PyErr_Occurred() == NULL)
+        PyErr_SetString(#modulename#_error, errmess);
+    Py_XDECREF(tmp_fun);
+    return 0;
+}
+"""
+
+
+def buildcfuncs():
+    from .capi_maps import c2capi_map
+    for k in c2capi_map.keys():
+        m = 'pyarr_from_p_%s1' % k
+        cppmacros[
+            m] = '#define %s(v) (PyArray_SimpleNewFromData(0,NULL,%s,(char *)v))' % (m, c2capi_map[k])
+    k = 'string'
+    m = 'pyarr_from_p_%s1' % k
+    # NPY_CHAR compatibility, NPY_STRING with itemsize 1
+    cppmacros[
+        m] = '#define %s(v,dims) (PyArray_New(&PyArray_Type, 1, dims, NPY_STRING, NULL, v, 1, NPY_ARRAY_CARRAY, NULL))' % (m)
+
+
+############ Auxiliary functions for sorting needs ###################
+
+def append_needs(need, flag=1):
+    # This function modifies the contents of the global `outneeds` dict.
+    if isinstance(need, list):
+        for n in need:
+            append_needs(n, flag)
+    elif isinstance(need, str):
+        if not need:
+            return
+        if need in includes0:
+            n = 'includes0'
+        elif need in includes:
+            n = 'includes'
+        elif need in typedefs:
+            n = 'typedefs'
+        elif need in typedefs_generated:
+            n = 'typedefs_generated'
+        elif need in cppmacros:
+            n = 'cppmacros'
+        elif need in cfuncs:
+            n = 'cfuncs'
+        elif need in callbacks:
+            n = 'callbacks'
+        elif need in f90modhooks:
+            n = 'f90modhooks'
+        elif need in commonhooks:
+            n = 'commonhooks'
+        else:
+            errmess('append_needs: unknown need %s\n' % (repr(need)))
+            return
+        if need in outneeds[n]:
+            return
+        if flag:
+            tmp = {}
+            if need in needs:
+                for nn in needs[need]:
+                    t = append_needs(nn, 0)
+                    if isinstance(t, dict):
+                        for nnn in t.keys():
+                            if nnn in tmp:
+                                tmp[nnn] = tmp[nnn] + t[nnn]
+                            else:
+                                tmp[nnn] = t[nnn]
+            for nn in tmp.keys():
+                for nnn in tmp[nn]:
+                    if nnn not in outneeds[nn]:
+                        outneeds[nn] = [nnn] + outneeds[nn]
+            outneeds[n].append(need)
+        else:
+            tmp = {}
+            if need in needs:
+                for nn in needs[need]:
+                    t = append_needs(nn, flag)
+                    if isinstance(t, dict):
+                        for nnn in t.keys():
+                            if nnn in tmp:
+                                tmp[nnn] = t[nnn] + tmp[nnn]
+                            else:
+                                tmp[nnn] = t[nnn]
+            if n not in tmp:
+                tmp[n] = []
+            tmp[n].append(need)
+            return tmp
+    else:
+        errmess('append_needs: expected list or string but got :%s\n' %
+                (repr(need)))
+
+
+def get_needs():
+    # This function modifies the contents of the global `outneeds` dict.
+    res = {}
+    for n in outneeds.keys():
+        out = []
+        saveout = copy.copy(outneeds[n])
+        while len(outneeds[n]) > 0:
+            if outneeds[n][0] not in needs:
+                out.append(outneeds[n][0])
+                del outneeds[n][0]
+            else:
+                flag = 0
+                for k in outneeds[n][1:]:
+                    if k in needs[outneeds[n][0]]:
+                        flag = 1
+                        break
+                if flag:
+                    outneeds[n] = outneeds[n][1:] + [outneeds[n][0]]
+                else:
+                    out.append(outneeds[n][0])
+                    del outneeds[n][0]
+            if saveout and (0 not in map(lambda x, y: x == y, saveout, outneeds[n])) \
+                    and outneeds[n] != []:
+                print(n, saveout)
+                errmess(
+                    'get_needs: no progress in sorting needs, probably circular dependence, skipping.\n')
+                out = out + saveout
+                break
+            saveout = copy.copy(outneeds[n])
+        if out == []:
+            out = [n]
+        res[n] = out
+    return res
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/common_rules.py b/venv/lib/python3.8/site-packages/numpy/f2py/common_rules.py
new file mode 120000
index 0000000..b83b1ad
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/common_rules.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/21/67/d1/41f865482ce20e7fb7846a08a481c643bc82f84682d162b1f58ad7b3a2
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/crackfortran.py b/venv/lib/python3.8/site-packages/numpy/f2py/crackfortran.py
new file mode 100644
index 0000000..26d4d6d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/crackfortran.py
@@ -0,0 +1,3357 @@
+#!/usr/bin/env python3
+"""
+crackfortran --- read fortran (77,90) code and extract declaration information.
+
+Copyright 1999-2004 Pearu Peterson all rights reserved,
+Pearu Peterson <pearu@ioc.ee>
+Permission to use, modify, and distribute this software is given under the
+terms of the NumPy License.
+
+NO WARRANTY IS EXPRESSED OR IMPLIED.  USE AT YOUR OWN RISK.
+$Date: 2005/09/27 07:13:49 $
+Pearu Peterson
+
+
+Usage of crackfortran:
+======================
+Command line keys: -quiet,-verbose,-fix,-f77,-f90,-show,-h <pyffilename>
+                   -m <module name for f77 routines>,--ignore-contains
+Functions: crackfortran, crack2fortran
+The following Fortran statements/constructions are supported
+(or will be if needed):
+   block data,byte,call,character,common,complex,contains,data,
+   dimension,double complex,double precision,end,external,function,
+   implicit,integer,intent,interface,intrinsic,
+   logical,module,optional,parameter,private,public,
+   program,real,(sequence?),subroutine,type,use,virtual,
+   include,pythonmodule
+Note: 'virtual' is mapped to 'dimension'.
+Note: 'implicit integer (z) static (z)' is 'implicit static (z)' (this is minor bug).
+Note: code after 'contains' will be ignored until its scope ends.
+Note: 'common' statement is extended: dimensions are moved to variable definitions
+Note: f2py directive: <commentchar>f2py<line> is read as <line>
+Note: pythonmodule is introduced to represent Python module
+
+Usage:
+  `postlist=crackfortran(files)`
+  `postlist` contains declaration information read from the list of files `files`.
+  `crack2fortran(postlist)` returns a fortran code to be saved to pyf-file
+
+  `postlist` has the following structure:
+ *** it is a list of dictionaries containing `blocks':
+     B = {'block','body','vars','parent_block'[,'name','prefix','args','result',
+          'implicit','externals','interfaced','common','sortvars',
+          'commonvars','note']}
+     B['block'] = 'interface' | 'function' | 'subroutine' | 'module' |
+                  'program' | 'block data' | 'type' | 'pythonmodule' |
+                  'abstract interface'
+     B['body'] --- list containing `subblocks' with the same structure as `blocks'
+     B['parent_block'] --- dictionary of a parent block:
+                             C['body'][<index>]['parent_block'] is C
+     B['vars'] --- dictionary of variable definitions
+     B['sortvars'] --- dictionary of variable definitions sorted by dependence (independent first)
+     B['name'] --- name of the block (not if B['block']=='interface')
+     B['prefix'] --- prefix string (only if B['block']=='function')
+     B['args'] --- list of argument names if B['block']== 'function' | 'subroutine'
+     B['result'] --- name of the return value (only if B['block']=='function')
+     B['implicit'] --- dictionary {'a':<variable definition>,'b':...} | None
+     B['externals'] --- list of variables being external
+     B['interfaced'] --- list of variables being external and defined
+     B['common'] --- dictionary of common blocks (list of objects)
+     B['commonvars'] --- list of variables used in common blocks (dimensions are moved to variable definitions)
+     B['from'] --- string showing the 'parents' of the current block
+     B['use'] --- dictionary of modules used in current block:
+         {<modulename>:{['only':<0|1>],['map':{<local_name1>:<use_name1>,...}]}}
+     B['note'] --- list of LaTeX comments on the block
+     B['f2pyenhancements'] --- optional dictionary
+          {'threadsafe':'','fortranname':<name>,
+           'callstatement':<C-expr>|<multi-line block>,
+           'callprotoargument':<C-expr-list>,
+           'usercode':<multi-line block>|<list of multi-line blocks>,
+           'pymethoddef:<multi-line block>'
+           }
+     B['entry'] --- dictionary {entryname:argslist,..}
+     B['varnames'] --- list of variable names given in the order of reading the
+                       Fortran code, useful for derived types.
+     B['saved_interface'] --- a string of scanned routine signature, defines explicit interface
+ *** Variable definition is a dictionary
+     D = B['vars'][<variable name>] =
+     {'typespec'[,'attrspec','kindselector','charselector','=','typename']}
+     D['typespec'] = 'byte' | 'character' | 'complex' | 'double complex' |
+                     'double precision' | 'integer' | 'logical' | 'real' | 'type'
+     D['attrspec'] --- list of attributes (e.g. 'dimension(<arrayspec>)',
+                       'external','intent(in|out|inout|hide|c|callback|cache|aligned4|aligned8|aligned16)',
+                       'optional','required', etc)
+     K = D['kindselector'] = {['*','kind']} (only if D['typespec'] =
+                         'complex' | 'integer' | 'logical' | 'real' )
+     C = D['charselector'] = {['*','len','kind']}
+                             (only if D['typespec']=='character')
+     D['='] --- initialization expression string
+     D['typename'] --- name of the type if D['typespec']=='type'
+     D['dimension'] --- list of dimension bounds
+     D['intent'] --- list of intent specifications
+     D['depend'] --- list of variable names on which current variable depends on
+     D['check'] --- list of C-expressions; if C-expr returns zero, exception is raised
+     D['note'] --- list of LaTeX comments on the variable
+ *** Meaning of kind/char selectors (few examples):
+     D['typespec>']*K['*']
+     D['typespec'](kind=K['kind'])
+     character*C['*']
+     character(len=C['len'],kind=C['kind'])
+     (see also fortran type declaration statement formats below)
+
+Fortran 90 type declaration statement format (F77 is subset of F90)
+====================================================================
+(Main source: IBM XL Fortran 5.1 Language Reference Manual)
+type declaration = <typespec> [[<attrspec>]::] <entitydecl>
+<typespec> = byte                          |
+             character[<charselector>]     |
+             complex[<kindselector>]       |
+             double complex                |
+             double precision              |
+             integer[<kindselector>]       |
+             logical[<kindselector>]       |
+             real[<kindselector>]          |
+             type(<typename>)
+<charselector> = * <charlen>               |
+             ([len=]<len>[,[kind=]<kind>]) |
+             (kind=<kind>[,len=<len>])
+<kindselector> = * <intlen>                |
+             ([kind=]<kind>)
+<attrspec> = comma separated list of attributes.
+             Only the following attributes are used in
+             building up the interface:
+                external
+                (parameter --- affects '=' key)
+                optional
+                intent
+             Other attributes are ignored.
+<intentspec> = in | out | inout
+<arrayspec> = comma separated list of dimension bounds.
+<entitydecl> = <name> [[*<charlen>][(<arrayspec>)] | [(<arrayspec>)]*<charlen>]
+                      [/<init_expr>/ | =<init_expr>] [,<entitydecl>]
+
+In addition, the following attributes are used: check,depend,note
+
+TODO:
+    * Apply 'parameter' attribute (e.g. 'integer parameter :: i=2' 'real x(i)'
+                                   -> 'real x(2)')
+    The above may be solved by creating appropriate preprocessor program, for example.
+
+"""
+import sys
+import string
+import fileinput
+import re
+import os
+import copy
+import platform
+
+from . import __version__
+
+# The environment provided by auxfuncs.py is needed for some calls to eval.
+# As the needed functions cannot be determined by static inspection of the
+# code, it is safest to use import * pending a major refactoring of f2py.
+from .auxfuncs import *
+from . import symbolic
+
+f2py_version = __version__.version
+
+# Global flags:
+strictf77 = 1          # Ignore `!' comments unless line[0]=='!'
+sourcecodeform = 'fix'  # 'fix','free'
+quiet = 0              # Be verbose if 0 (Obsolete: not used any more)
+verbose = 1            # Be quiet if 0, extra verbose if > 1.
+tabchar = 4 * ' '
+pyffilename = ''
+f77modulename = ''
+skipemptyends = 0      # for old F77 programs without 'program' statement
+ignorecontains = 1
+dolowercase = 1
+debug = []
+
+# Global variables
+beginpattern = ''
+currentfilename = ''
+expectbegin = 1
+f90modulevars = {}
+filepositiontext = ''
+gotnextfile = 1
+groupcache = None
+groupcounter = 0
+grouplist = {groupcounter: []}
+groupname = ''
+include_paths = []
+neededmodule = -1
+onlyfuncs = []
+previous_context = None
+skipblocksuntil = -1
+skipfuncs = []
+skipfunctions = []
+usermodules = []
+
+
+def reset_global_f2py_vars():
+    global groupcounter, grouplist, neededmodule, expectbegin
+    global skipblocksuntil, usermodules, f90modulevars, gotnextfile
+    global filepositiontext, currentfilename, skipfunctions, skipfuncs
+    global onlyfuncs, include_paths, previous_context
+    global strictf77, sourcecodeform, quiet, verbose, tabchar, pyffilename
+    global f77modulename, skipemptyends, ignorecontains, dolowercase, debug
+
+    # flags
+    strictf77 = 1
+    sourcecodeform = 'fix'
+    quiet = 0
+    verbose = 1
+    tabchar = 4 * ' '
+    pyffilename = ''
+    f77modulename = ''
+    skipemptyends = 0
+    ignorecontains = 1
+    dolowercase = 1
+    debug = []
+    # variables
+    groupcounter = 0
+    grouplist = {groupcounter: []}
+    neededmodule = -1
+    expectbegin = 1
+    skipblocksuntil = -1
+    usermodules = []
+    f90modulevars = {}
+    gotnextfile = 1
+    filepositiontext = ''
+    currentfilename = ''
+    skipfunctions = []
+    skipfuncs = []
+    onlyfuncs = []
+    include_paths = []
+    previous_context = None
+
+
+def outmess(line, flag=1):
+    global filepositiontext
+
+    if not verbose:
+        return
+    if not quiet:
+        if flag:
+            sys.stdout.write(filepositiontext)
+        sys.stdout.write(line)
+
+re._MAXCACHE = 50
+defaultimplicitrules = {}
+for c in "abcdefghopqrstuvwxyz$_":
+    defaultimplicitrules[c] = {'typespec': 'real'}
+for c in "ijklmn":
+    defaultimplicitrules[c] = {'typespec': 'integer'}
+badnames = {}
+invbadnames = {}
+for n in ['int', 'double', 'float', 'char', 'short', 'long', 'void', 'case', 'while',
+          'return', 'signed', 'unsigned', 'if', 'for', 'typedef', 'sizeof', 'union',
+          'struct', 'static', 'register', 'new', 'break', 'do', 'goto', 'switch',
+          'continue', 'else', 'inline', 'extern', 'delete', 'const', 'auto',
+          'len', 'rank', 'shape', 'index', 'slen', 'size', '_i',
+          'max', 'min',
+          'flen', 'fshape',
+          'string', 'complex_double', 'float_double', 'stdin', 'stderr', 'stdout',
+          'type', 'default']:
+    badnames[n] = n + '_bn'
+    invbadnames[n + '_bn'] = n
+
+
+def rmbadname1(name):
+    if name in badnames:
+        errmess('rmbadname1: Replacing "%s" with "%s".\n' %
+                (name, badnames[name]))
+        return badnames[name]
+    return name
+
+
+def rmbadname(names):
+    return [rmbadname1(_m) for _m in names]
+
+
+def undo_rmbadname1(name):
+    if name in invbadnames:
+        errmess('undo_rmbadname1: Replacing "%s" with "%s".\n'
+                % (name, invbadnames[name]))
+        return invbadnames[name]
+    return name
+
+
+def undo_rmbadname(names):
+    return [undo_rmbadname1(_m) for _m in names]
+
+
+def getextension(name):
+    i = name.rfind('.')
+    if i == -1:
+        return ''
+    if '\\' in name[i:]:
+        return ''
+    if '/' in name[i:]:
+        return ''
+    return name[i + 1:]
+
+is_f_file = re.compile(r'.*\.(for|ftn|f77|f)\Z', re.I).match
+_has_f_header = re.compile(r'-\*-\s*fortran\s*-\*-', re.I).search
+_has_f90_header = re.compile(r'-\*-\s*f90\s*-\*-', re.I).search
+_has_fix_header = re.compile(r'-\*-\s*fix\s*-\*-', re.I).search
+_free_f90_start = re.compile(r'[^c*]\s*[^\s\d\t]', re.I).match
+
+
+def is_free_format(file):
+    """Check if file is in free format Fortran."""
+    # f90 allows both fixed and free format, assuming fixed unless
+    # signs of free format are detected.
+    result = 0
+    with open(file, 'r') as f:
+        line = f.readline()
+        n = 15  # the number of non-comment lines to scan for hints
+        if _has_f_header(line):
+            n = 0
+        elif _has_f90_header(line):
+            n = 0
+            result = 1
+        while n > 0 and line:
+            if line[0] != '!' and line.strip():
+                n -= 1
+                if (line[0] != '\t' and _free_f90_start(line[:5])) or line[-2:-1] == '&':
+                    result = 1
+                    break
+            line = f.readline()
+    return result
+
+
+# Read fortran (77,90) code
+def readfortrancode(ffile, dowithline=show, istop=1):
+    """
+    Read fortran codes from files and
+     1) Get rid of comments, line continuations, and empty lines; lower cases.
+     2) Call dowithline(line) on every line.
+     3) Recursively call itself when statement \"include '<filename>'\" is met.
+    """
+    global gotnextfile, filepositiontext, currentfilename, sourcecodeform, strictf77
+    global beginpattern, quiet, verbose, dolowercase, include_paths
+
+    if not istop:
+        saveglobals = gotnextfile, filepositiontext, currentfilename, sourcecodeform, strictf77,\
+            beginpattern, quiet, verbose, dolowercase
+    if ffile == []:
+        return
+    localdolowercase = dolowercase
+    # cont: set to True when the content of the last line read
+    # indicates statement continuation
+    cont = False
+    finalline = ''
+    ll = ''
+    includeline = re.compile(
+        r'\s*include\s*(\'|")(?P<name>[^\'"]*)(\'|")', re.I)
+    cont1 = re.compile(r'(?P<line>.*)&\s*\Z')
+    cont2 = re.compile(r'(\s*&|)(?P<line>.*)')
+    mline_mark = re.compile(r".*?'''")
+    if istop:
+        dowithline('', -1)
+    ll, l1 = '', ''
+    spacedigits = [' '] + [str(_m) for _m in range(10)]
+    filepositiontext = ''
+    fin = fileinput.FileInput(ffile)
+    while True:
+        l = fin.readline()
+        if not l:
+            break
+        if fin.isfirstline():
+            filepositiontext = ''
+            currentfilename = fin.filename()
+            gotnextfile = 1
+            l1 = l
+            strictf77 = 0
+            sourcecodeform = 'fix'
+            ext = os.path.splitext(currentfilename)[1]
+            if is_f_file(currentfilename) and \
+                    not (_has_f90_header(l) or _has_fix_header(l)):
+                strictf77 = 1
+            elif is_free_format(currentfilename) and not _has_fix_header(l):
+                sourcecodeform = 'free'
+            if strictf77:
+                beginpattern = beginpattern77
+            else:
+                beginpattern = beginpattern90
+            outmess('\tReading file %s (format:%s%s)\n'
+                    % (repr(currentfilename), sourcecodeform,
+                       strictf77 and ',strict' or ''))
+
+        l = l.expandtabs().replace('\xa0', ' ')
+        # Get rid of newline characters
+        while not l == '':
+            if l[-1] not in "\n\r\f":
+                break
+            l = l[:-1]
+        if not strictf77:
+            (l, rl) = split_by_unquoted(l, '!')
+            l += ' '
+            if rl[:5].lower() == '!f2py':  # f2py directive
+                l, _ = split_by_unquoted(l + 4 * ' ' + rl[5:], '!')
+        if l.strip() == '':  # Skip empty line
+            if sourcecodeform == 'free':
+                # In free form, a statement continues in the next line
+                # that is not a comment line [3.3.2.4^1], lines with
+                # blanks are comment lines [3.3.2.3^1]. Hence, the
+                # line continuation flag must retain its state.
+                pass
+            else:
+                # In fixed form, statement continuation is determined
+                # by a non-blank character at the 6-th position. Empty
+                # line indicates a start of a new statement
+                # [3.3.3.3^1]. Hence, the line continuation flag must
+                # be reset.
+                cont = False
+            continue
+        if sourcecodeform == 'fix':
+            if l[0] in ['*', 'c', '!', 'C', '#']:
+                if l[1:5].lower() == 'f2py':  # f2py directive
+                    l = '     ' + l[5:]
+                else:  # Skip comment line
+                    cont = False
+                    continue
+            elif strictf77:
+                if len(l) > 72:
+                    l = l[:72]
+            if not (l[0] in spacedigits):
+                raise Exception('readfortrancode: Found non-(space,digit) char '
+                                'in the first column.\n\tAre you sure that '
+                                'this code is in fix form?\n\tline=%s' % repr(l))
+
+            if (not cont or strictf77) and (len(l) > 5 and not l[5] == ' '):
+                # Continuation of a previous line
+                ll = ll + l[6:]
+                finalline = ''
+                origfinalline = ''
+            else:
+                if not strictf77:
+                    # F90 continuation
+                    r = cont1.match(l)
+                    if r:
+                        l = r.group('line')  # Continuation follows ..
+                    if cont:
+                        ll = ll + cont2.match(l).group('line')
+                        finalline = ''
+                        origfinalline = ''
+                    else:
+                        # clean up line beginning from possible digits.
+                        l = '     ' + l[5:]
+                        if localdolowercase:
+                            finalline = ll.lower()
+                        else:
+                            finalline = ll
+                        origfinalline = ll
+                        ll = l
+                    cont = (r is not None)
+                else:
+                    # clean up line beginning from possible digits.
+                    l = '     ' + l[5:]
+                    if localdolowercase:
+                        finalline = ll.lower()
+                    else:
+                        finalline = ll
+                    origfinalline = ll
+                    ll = l
+
+        elif sourcecodeform == 'free':
+            if not cont and ext == '.pyf' and mline_mark.match(l):
+                l = l + '\n'
+                while True:
+                    lc = fin.readline()
+                    if not lc:
+                        errmess(
+                            'Unexpected end of file when reading multiline\n')
+                        break
+                    l = l + lc
+                    if mline_mark.match(lc):
+                        break
+                l = l.rstrip()
+            r = cont1.match(l)
+            if r:
+                l = r.group('line')  # Continuation follows ..
+            if cont:
+                ll = ll + cont2.match(l).group('line')
+                finalline = ''
+                origfinalline = ''
+            else:
+                if localdolowercase:
+                    finalline = ll.lower()
+                else:
+                    finalline = ll
+                origfinalline = ll
+                ll = l
+            cont = (r is not None)
+        else:
+            raise ValueError(
+                "Flag sourcecodeform must be either 'fix' or 'free': %s" % repr(sourcecodeform))
+        filepositiontext = 'Line #%d in %s:"%s"\n\t' % (
+            fin.filelineno() - 1, currentfilename, l1)
+        m = includeline.match(origfinalline)
+        if m:
+            fn = m.group('name')
+            if os.path.isfile(fn):
+                readfortrancode(fn, dowithline=dowithline, istop=0)
+            else:
+                include_dirs = [
+                    os.path.dirname(currentfilename)] + include_paths
+                foundfile = 0
+                for inc_dir in include_dirs:
+                    fn1 = os.path.join(inc_dir, fn)
+                    if os.path.isfile(fn1):
+                        foundfile = 1
+                        readfortrancode(fn1, dowithline=dowithline, istop=0)
+                        break
+                if not foundfile:
+                    outmess('readfortrancode: could not find include file %s in %s. Ignoring.\n' % (
+                        repr(fn), os.pathsep.join(include_dirs)))
+        else:
+            dowithline(finalline)
+        l1 = ll
+    if localdolowercase:
+        finalline = ll.lower()
+    else:
+        finalline = ll
+    origfinalline = ll
+    filepositiontext = 'Line #%d in %s:"%s"\n\t' % (
+        fin.filelineno() - 1, currentfilename, l1)
+    m = includeline.match(origfinalline)
+    if m:
+        fn = m.group('name')
+        if os.path.isfile(fn):
+            readfortrancode(fn, dowithline=dowithline, istop=0)
+        else:
+            include_dirs = [os.path.dirname(currentfilename)] + include_paths
+            foundfile = 0
+            for inc_dir in include_dirs:
+                fn1 = os.path.join(inc_dir, fn)
+                if os.path.isfile(fn1):
+                    foundfile = 1
+                    readfortrancode(fn1, dowithline=dowithline, istop=0)
+                    break
+            if not foundfile:
+                outmess('readfortrancode: could not find include file %s in %s. Ignoring.\n' % (
+                    repr(fn), os.pathsep.join(include_dirs)))
+    else:
+        dowithline(finalline)
+    filepositiontext = ''
+    fin.close()
+    if istop:
+        dowithline('', 1)
+    else:
+        gotnextfile, filepositiontext, currentfilename, sourcecodeform, strictf77,\
+            beginpattern, quiet, verbose, dolowercase = saveglobals
+
+# Crack line
+beforethisafter = r'\s*(?P<before>%s(?=\s*(\b(%s)\b)))' + \
+    r'\s*(?P<this>(\b(%s)\b))' + \
+    r'\s*(?P<after>%s)\s*\Z'
+##
+fortrantypes = r'character|logical|integer|real|complex|double\s*(precision\s*(complex|)|complex)|type(?=\s*\([\w\s,=(*)]*\))|byte'
+typespattern = re.compile(
+    beforethisafter % ('', fortrantypes, fortrantypes, '.*'), re.I), 'type'
+typespattern4implicit = re.compile(beforethisafter % (
+    '', fortrantypes + '|static|automatic|undefined', fortrantypes + '|static|automatic|undefined', '.*'), re.I)
+#
+functionpattern = re.compile(beforethisafter % (
+    r'([a-z]+[\w\s(=*+-/)]*?|)', 'function', 'function', '.*'), re.I), 'begin'
+subroutinepattern = re.compile(beforethisafter % (
+    r'[a-z\s]*?', 'subroutine', 'subroutine', '.*'), re.I), 'begin'
+# modulepattern=re.compile(beforethisafter%('[a-z\s]*?','module','module','.*'),re.I),'begin'
+#
+groupbegins77 = r'program|block\s*data'
+beginpattern77 = re.compile(
+    beforethisafter % ('', groupbegins77, groupbegins77, '.*'), re.I), 'begin'
+groupbegins90 = groupbegins77 + \
+    r'|module(?!\s*procedure)|python\s*module|(abstract|)\s*interface|' + \
+    r'type(?!\s*\()'
+beginpattern90 = re.compile(
+    beforethisafter % ('', groupbegins90, groupbegins90, '.*'), re.I), 'begin'
+groupends = (r'end|endprogram|endblockdata|endmodule|endpythonmodule|'
+             r'endinterface|endsubroutine|endfunction')
+endpattern = re.compile(
+    beforethisafter % ('', groupends, groupends, r'.*'), re.I), 'end'
+endifs = r'end\s*(if|do|where|select|while|forall|associate|block|' + \
+         r'critical|enum|team)'
+endifpattern = re.compile(
+    beforethisafter % (r'[\w]*?', endifs, endifs, r'[\w\s]*'), re.I), 'endif'
+#
+moduleprocedures = r'module\s*procedure'
+moduleprocedurepattern = re.compile(
+    beforethisafter % ('', moduleprocedures, moduleprocedures, r'.*'), re.I), \
+    'moduleprocedure'
+implicitpattern = re.compile(
+    beforethisafter % ('', 'implicit', 'implicit', '.*'), re.I), 'implicit'
+dimensionpattern = re.compile(beforethisafter % (
+    '', 'dimension|virtual', 'dimension|virtual', '.*'), re.I), 'dimension'
+externalpattern = re.compile(
+    beforethisafter % ('', 'external', 'external', '.*'), re.I), 'external'
+optionalpattern = re.compile(
+    beforethisafter % ('', 'optional', 'optional', '.*'), re.I), 'optional'
+requiredpattern = re.compile(
+    beforethisafter % ('', 'required', 'required', '.*'), re.I), 'required'
+publicpattern = re.compile(
+    beforethisafter % ('', 'public', 'public', '.*'), re.I), 'public'
+privatepattern = re.compile(
+    beforethisafter % ('', 'private', 'private', '.*'), re.I), 'private'
+intrinsicpattern = re.compile(
+    beforethisafter % ('', 'intrinsic', 'intrinsic', '.*'), re.I), 'intrinsic'
+intentpattern = re.compile(beforethisafter % (
+    '', 'intent|depend|note|check', 'intent|depend|note|check', r'\s*\(.*?\).*'), re.I), 'intent'
+parameterpattern = re.compile(
+    beforethisafter % ('', 'parameter', 'parameter', r'\s*\(.*'), re.I), 'parameter'
+datapattern = re.compile(
+    beforethisafter % ('', 'data', 'data', '.*'), re.I), 'data'
+callpattern = re.compile(
+    beforethisafter % ('', 'call', 'call', '.*'), re.I), 'call'
+entrypattern = re.compile(
+    beforethisafter % ('', 'entry', 'entry', '.*'), re.I), 'entry'
+callfunpattern = re.compile(
+    beforethisafter % ('', 'callfun', 'callfun', '.*'), re.I), 'callfun'
+commonpattern = re.compile(
+    beforethisafter % ('', 'common', 'common', '.*'), re.I), 'common'
+usepattern = re.compile(
+    beforethisafter % ('', 'use', 'use', '.*'), re.I), 'use'
+containspattern = re.compile(
+    beforethisafter % ('', 'contains', 'contains', ''), re.I), 'contains'
+formatpattern = re.compile(
+    beforethisafter % ('', 'format', 'format', '.*'), re.I), 'format'
+# Non-fortran and f2py-specific statements
+f2pyenhancementspattern = re.compile(beforethisafter % ('', 'threadsafe|fortranname|callstatement|callprotoargument|usercode|pymethoddef',
+                                                        'threadsafe|fortranname|callstatement|callprotoargument|usercode|pymethoddef', '.*'), re.I | re.S), 'f2pyenhancements'
+multilinepattern = re.compile(
+    r"\s*(?P<before>''')(?P<this>.*?)(?P<after>''')\s*\Z", re.S), 'multiline'
+##
+
+def split_by_unquoted(line, characters):
+    """
+    Splits the line into (line[:i], line[i:]),
+    where i is the index of first occurrence of one of the characters
+    not within quotes, or len(line) if no such index exists
+    """
+    assert not (set('"\'') & set(characters)), "cannot split by unquoted quotes"
+    r = re.compile(
+        r"\A(?P<before>({single_quoted}|{double_quoted}|{not_quoted})*)"
+        r"(?P<after>{char}.*)\Z".format(
+            not_quoted="[^\"'{}]".format(re.escape(characters)),
+            char="[{}]".format(re.escape(characters)),
+            single_quoted=r"('([^'\\]|(\\.))*')",
+            double_quoted=r'("([^"\\]|(\\.))*")'))
+    m = r.match(line)
+    if m:
+        d = m.groupdict()
+        return (d["before"], d["after"])
+    return (line, "")
+
+def _simplifyargs(argsline):
+    a = []
+    for n in markoutercomma(argsline).split('@,@'):
+        for r in '(),':
+            n = n.replace(r, '_')
+        a.append(n)
+    return ','.join(a)
+
+crackline_re_1 = re.compile(r'\s*(?P<result>\b[a-z]+\w*\b)\s*=.*', re.I)
+
+
+def crackline(line, reset=0):
+    """
+    reset=-1  --- initialize
+    reset=0   --- crack the line
+    reset=1   --- final check if mismatch of blocks occurred
+
+    Cracked data is saved in grouplist[0].
+    """
+    global beginpattern, groupcounter, groupname, groupcache, grouplist
+    global filepositiontext, currentfilename, neededmodule, expectbegin
+    global skipblocksuntil, skipemptyends, previous_context, gotnextfile
+
+    _, has_semicolon = split_by_unquoted(line, ";")
+    if has_semicolon and not (f2pyenhancementspattern[0].match(line) or
+                               multilinepattern[0].match(line)):
+        # XXX: non-zero reset values need testing
+        assert reset == 0, repr(reset)
+        # split line on unquoted semicolons
+        line, semicolon_line = split_by_unquoted(line, ";")
+        while semicolon_line:
+            crackline(line, reset)
+            line, semicolon_line = split_by_unquoted(semicolon_line[1:], ";")
+        crackline(line, reset)
+        return
+    if reset < 0:
+        groupcounter = 0
+        groupname = {groupcounter: ''}
+        groupcache = {groupcounter: {}}
+        grouplist = {groupcounter: []}
+        groupcache[groupcounter]['body'] = []
+        groupcache[groupcounter]['vars'] = {}
+        groupcache[groupcounter]['block'] = ''
+        groupcache[groupcounter]['name'] = ''
+        neededmodule = -1
+        skipblocksuntil = -1
+        return
+    if reset > 0:
+        fl = 0
+        if f77modulename and neededmodule == groupcounter:
+            fl = 2
+        while groupcounter > fl:
+            outmess('crackline: groupcounter=%s groupname=%s\n' %
+                    (repr(groupcounter), repr(groupname)))
+            outmess(
+                'crackline: Mismatch of blocks encountered. Trying to fix it by assuming "end" statement.\n')
+            grouplist[groupcounter - 1].append(groupcache[groupcounter])
+            grouplist[groupcounter - 1][-1]['body'] = grouplist[groupcounter]
+            del grouplist[groupcounter]
+            groupcounter = groupcounter - 1
+        if f77modulename and neededmodule == groupcounter:
+            grouplist[groupcounter - 1].append(groupcache[groupcounter])
+            grouplist[groupcounter - 1][-1]['body'] = grouplist[groupcounter]
+            del grouplist[groupcounter]
+            groupcounter = groupcounter - 1  # end interface
+            grouplist[groupcounter - 1].append(groupcache[groupcounter])
+            grouplist[groupcounter - 1][-1]['body'] = grouplist[groupcounter]
+            del grouplist[groupcounter]
+            groupcounter = groupcounter - 1  # end module
+            neededmodule = -1
+        return
+    if line == '':
+        return
+    flag = 0
+    for pat in [dimensionpattern, externalpattern, intentpattern, optionalpattern,
+                requiredpattern,
+                parameterpattern, datapattern, publicpattern, privatepattern,
+                intrinsicpattern,
+                endifpattern, endpattern,
+                formatpattern,
+                beginpattern, functionpattern, subroutinepattern,
+                implicitpattern, typespattern, commonpattern,
+                callpattern, usepattern, containspattern,
+                entrypattern,
+                f2pyenhancementspattern,
+                multilinepattern,
+                moduleprocedurepattern
+                ]:
+        m = pat[0].match(line)
+        if m:
+            break
+        flag = flag + 1
+    if not m:
+        re_1 = crackline_re_1
+        if 0 <= skipblocksuntil <= groupcounter:
+            return
+        if 'externals' in groupcache[groupcounter]:
+            for name in groupcache[groupcounter]['externals']:
+                if name in invbadnames:
+                    name = invbadnames[name]
+                if 'interfaced' in groupcache[groupcounter] and name in groupcache[groupcounter]['interfaced']:
+                    continue
+                m1 = re.match(
+                    r'(?P<before>[^"]*)\b%s\b\s*@\(@(?P<args>[^@]*)@\)@.*\Z' % name, markouterparen(line), re.I)
+                if m1:
+                    m2 = re_1.match(m1.group('before'))
+                    a = _simplifyargs(m1.group('args'))
+                    if m2:
+                        line = 'callfun %s(%s) result (%s)' % (
+                            name, a, m2.group('result'))
+                    else:
+                        line = 'callfun %s(%s)' % (name, a)
+                    m = callfunpattern[0].match(line)
+                    if not m:
+                        outmess(
+                            'crackline: could not resolve function call for line=%s.\n' % repr(line))
+                        return
+                    analyzeline(m, 'callfun', line)
+                    return
+        if verbose > 1 or (verbose == 1 and currentfilename.lower().endswith('.pyf')):
+            previous_context = None
+            outmess('crackline:%d: No pattern for line\n' % (groupcounter))
+        return
+    elif pat[1] == 'end':
+        if 0 <= skipblocksuntil < groupcounter:
+            groupcounter = groupcounter - 1
+            if skipblocksuntil <= groupcounter:
+                return
+        if groupcounter <= 0:
+            raise Exception('crackline: groupcounter(=%s) is nonpositive. '
+                            'Check the blocks.'
+                            % (groupcounter))
+        m1 = beginpattern[0].match((line))
+        if (m1) and (not m1.group('this') == groupname[groupcounter]):
+            raise Exception('crackline: End group %s does not match with '
+                            'previous Begin group %s\n\t%s' %
+                            (repr(m1.group('this')), repr(groupname[groupcounter]),
+                             filepositiontext)
+                            )
+        if skipblocksuntil == groupcounter:
+            skipblocksuntil = -1
+        grouplist[groupcounter - 1].append(groupcache[groupcounter])
+        grouplist[groupcounter - 1][-1]['body'] = grouplist[groupcounter]
+        del grouplist[groupcounter]
+        groupcounter = groupcounter - 1
+        if not skipemptyends:
+            expectbegin = 1
+    elif pat[1] == 'begin':
+        if 0 <= skipblocksuntil <= groupcounter:
+            groupcounter = groupcounter + 1
+            return
+        gotnextfile = 0
+        analyzeline(m, pat[1], line)
+        expectbegin = 0
+    elif pat[1] == 'endif':
+        pass
+    elif pat[1] == 'moduleprocedure':
+        analyzeline(m, pat[1], line)
+    elif pat[1] == 'contains':
+        if ignorecontains:
+            return
+        if 0 <= skipblocksuntil <= groupcounter:
+            return
+        skipblocksuntil = groupcounter
+    else:
+        if 0 <= skipblocksuntil <= groupcounter:
+            return
+        analyzeline(m, pat[1], line)
+
+
+def markouterparen(line):
+    l = ''
+    f = 0
+    for c in line:
+        if c == '(':
+            f = f + 1
+            if f == 1:
+                l = l + '@(@'
+                continue
+        elif c == ')':
+            f = f - 1
+            if f == 0:
+                l = l + '@)@'
+                continue
+        l = l + c
+    return l
+
+
+def markoutercomma(line, comma=','):
+    l = ''
+    f = 0
+    before, after = split_by_unquoted(line, comma + '()')
+    l += before
+    while after:
+        if (after[0] == comma) and (f == 0):
+            l += '@' + comma + '@'
+        else:
+            l += after[0]
+            if after[0] == '(':
+                f += 1
+            elif after[0] == ')':
+                f -= 1
+        before, after = split_by_unquoted(after[1:], comma + '()')
+        l += before
+    assert not f, repr((f, line, l))
+    return l
+
+def unmarkouterparen(line):
+    r = line.replace('@(@', '(').replace('@)@', ')')
+    return r
+
+
+def appenddecl(decl, decl2, force=1):
+    if not decl:
+        decl = {}
+    if not decl2:
+        return decl
+    if decl is decl2:
+        return decl
+    for k in list(decl2.keys()):
+        if k == 'typespec':
+            if force or k not in decl:
+                decl[k] = decl2[k]
+        elif k == 'attrspec':
+            for l in decl2[k]:
+                decl = setattrspec(decl, l, force)
+        elif k == 'kindselector':
+            decl = setkindselector(decl, decl2[k], force)
+        elif k == 'charselector':
+            decl = setcharselector(decl, decl2[k], force)
+        elif k in ['=', 'typename']:
+            if force or k not in decl:
+                decl[k] = decl2[k]
+        elif k == 'note':
+            pass
+        elif k in ['intent', 'check', 'dimension', 'optional',
+                   'required', 'depend']:
+            errmess('appenddecl: "%s" not implemented.\n' % k)
+        else:
+            raise Exception('appenddecl: Unknown variable definition key: ' +
+                            str(k))
+    return decl
+
+selectpattern = re.compile(
+    r'\s*(?P<this>(@\(@.*?@\)@|\*[\d*]+|\*\s*@\(@.*?@\)@|))(?P<after>.*)\Z', re.I)
+typedefpattern = re.compile(
+    r'(?:,(?P<attributes>[\w(),]+))?(::)?(?P<name>\b[a-z$_][\w$]*\b)'
+    r'(?:\((?P<params>[\w,]*)\))?\Z', re.I)
+nameargspattern = re.compile(
+    r'\s*(?P<name>\b[\w$]+\b)\s*(@\(@\s*(?P<args>[\w\s,]*)\s*@\)@|)\s*((result(\s*@\(@\s*(?P<result>\b[\w$]+\b)\s*@\)@|))|(bind\s*@\(@\s*(?P<bind>.*)\s*@\)@))*\s*\Z', re.I)
+operatorpattern = re.compile(
+    r'\s*(?P<scheme>(operator|assignment))'
+    r'@\(@\s*(?P<name>[^)]+)\s*@\)@\s*\Z', re.I)
+callnameargspattern = re.compile(
+    r'\s*(?P<name>\b[\w$]+\b)\s*@\(@\s*(?P<args>.*)\s*@\)@\s*\Z', re.I)
+real16pattern = re.compile(
+    r'([-+]?(?:\d+(?:\.\d*)?|\d*\.\d+))[dD]((?:[-+]?\d+)?)')
+real8pattern = re.compile(
+    r'([-+]?((?:\d+(?:\.\d*)?|\d*\.\d+))[eE]((?:[-+]?\d+)?)|(\d+\.\d*))')
+
+_intentcallbackpattern = re.compile(r'intent\s*\(.*?\bcallback\b', re.I)
+
+
+def _is_intent_callback(vdecl):
+    for a in vdecl.get('attrspec', []):
+        if _intentcallbackpattern.match(a):
+            return 1
+    return 0
+
+
+def _resolvetypedefpattern(line):
+    line = ''.join(line.split())  # removes whitespace
+    m1 = typedefpattern.match(line)
+    print(line, m1)
+    if m1:
+        attrs = m1.group('attributes')
+        attrs = [a.lower() for a in attrs.split(',')] if attrs else []
+        return m1.group('name'), attrs, m1.group('params')
+    return None, [], None
+
+
+def _resolvenameargspattern(line):
+    line = markouterparen(line)
+    m1 = nameargspattern.match(line)
+    if m1:
+        return m1.group('name'), m1.group('args'), m1.group('result'), m1.group('bind')
+    m1 = operatorpattern.match(line)
+    if m1:
+        name = m1.group('scheme') + '(' + m1.group('name') + ')'
+        return name, [], None, None
+    m1 = callnameargspattern.match(line)
+    if m1:
+        return m1.group('name'), m1.group('args'), None, None
+    return None, [], None, None
+
+
+def analyzeline(m, case, line):
+    global groupcounter, groupname, groupcache, grouplist, filepositiontext
+    global currentfilename, f77modulename, neededinterface, neededmodule
+    global expectbegin, gotnextfile, previous_context
+
+    block = m.group('this')
+    if case != 'multiline':
+        previous_context = None
+    if expectbegin and case not in ['begin', 'call', 'callfun', 'type'] \
+       and not skipemptyends and groupcounter < 1:
+        newname = os.path.basename(currentfilename).split('.')[0]
+        outmess(
+            'analyzeline: no group yet. Creating program group with name "%s".\n' % newname)
+        gotnextfile = 0
+        groupcounter = groupcounter + 1
+        groupname[groupcounter] = 'program'
+        groupcache[groupcounter] = {}
+        grouplist[groupcounter] = []
+        groupcache[groupcounter]['body'] = []
+        groupcache[groupcounter]['vars'] = {}
+        groupcache[groupcounter]['block'] = 'program'
+        groupcache[groupcounter]['name'] = newname
+        groupcache[groupcounter]['from'] = 'fromsky'
+        expectbegin = 0
+    if case in ['begin', 'call', 'callfun']:
+        # Crack line => block,name,args,result
+        block = block.lower()
+        if re.match(r'block\s*data', block, re.I):
+            block = 'block data'
+        elif re.match(r'python\s*module', block, re.I):
+            block = 'python module'
+        elif re.match(r'abstract\s*interface', block, re.I):
+            block = 'abstract interface'
+        if block == 'type':
+            name, attrs, _ = _resolvetypedefpattern(m.group('after'))
+            groupcache[groupcounter]['vars'][name] = dict(attrspec = attrs)
+            args = []
+            result = None
+        else:
+            name, args, result, _ = _resolvenameargspattern(m.group('after'))
+        if name is None:
+            if block == 'block data':
+                name = '_BLOCK_DATA_'
+            else:
+                name = ''
+            if block not in ['interface', 'block data', 'abstract interface']:
+                outmess('analyzeline: No name/args pattern found for line.\n')
+
+        previous_context = (block, name, groupcounter)
+        if args:
+            args = rmbadname([x.strip()
+                              for x in markoutercomma(args).split('@,@')])
+        else:
+            args = []
+        if '' in args:
+            while '' in args:
+                args.remove('')
+            outmess(
+                'analyzeline: argument list is malformed (missing argument).\n')
+
+        # end of crack line => block,name,args,result
+        needmodule = 0
+        needinterface = 0
+
+        if case in ['call', 'callfun']:
+            needinterface = 1
+            if 'args' not in groupcache[groupcounter]:
+                return
+            if name not in groupcache[groupcounter]['args']:
+                return
+            for it in grouplist[groupcounter]:
+                if it['name'] == name:
+                    return
+            if name in groupcache[groupcounter]['interfaced']:
+                return
+            block = {'call': 'subroutine', 'callfun': 'function'}[case]
+        if f77modulename and neededmodule == -1 and groupcounter <= 1:
+            neededmodule = groupcounter + 2
+            needmodule = 1
+            if block not in ['interface', 'abstract interface']:
+                needinterface = 1
+        # Create new block(s)
+        groupcounter = groupcounter + 1
+        groupcache[groupcounter] = {}
+        grouplist[groupcounter] = []
+        if needmodule:
+            if verbose > 1:
+                outmess('analyzeline: Creating module block %s\n' %
+                        repr(f77modulename), 0)
+            groupname[groupcounter] = 'module'
+            groupcache[groupcounter]['block'] = 'python module'
+            groupcache[groupcounter]['name'] = f77modulename
+            groupcache[groupcounter]['from'] = ''
+            groupcache[groupcounter]['body'] = []
+            groupcache[groupcounter]['externals'] = []
+            groupcache[groupcounter]['interfaced'] = []
+            groupcache[groupcounter]['vars'] = {}
+            groupcounter = groupcounter + 1
+            groupcache[groupcounter] = {}
+            grouplist[groupcounter] = []
+        if needinterface:
+            if verbose > 1:
+                outmess('analyzeline: Creating additional interface block (groupcounter=%s).\n' % (
+                    groupcounter), 0)
+            groupname[groupcounter] = 'interface'
+            groupcache[groupcounter]['block'] = 'interface'
+            groupcache[groupcounter]['name'] = 'unknown_interface'
+            groupcache[groupcounter]['from'] = '%s:%s' % (
+                groupcache[groupcounter - 1]['from'], groupcache[groupcounter - 1]['name'])
+            groupcache[groupcounter]['body'] = []
+            groupcache[groupcounter]['externals'] = []
+            groupcache[groupcounter]['interfaced'] = []
+            groupcache[groupcounter]['vars'] = {}
+            groupcounter = groupcounter + 1
+            groupcache[groupcounter] = {}
+            grouplist[groupcounter] = []
+        groupname[groupcounter] = block
+        groupcache[groupcounter]['block'] = block
+        if not name:
+            name = 'unknown_' + block.replace(' ', '_')
+        groupcache[groupcounter]['prefix'] = m.group('before')
+        groupcache[groupcounter]['name'] = rmbadname1(name)
+        groupcache[groupcounter]['result'] = result
+        if groupcounter == 1:
+            groupcache[groupcounter]['from'] = currentfilename
+        else:
+            if f77modulename and groupcounter == 3:
+                groupcache[groupcounter]['from'] = '%s:%s' % (
+                    groupcache[groupcounter - 1]['from'], currentfilename)
+            else:
+                groupcache[groupcounter]['from'] = '%s:%s' % (
+                    groupcache[groupcounter - 1]['from'], groupcache[groupcounter - 1]['name'])
+        for k in list(groupcache[groupcounter].keys()):
+            if not groupcache[groupcounter][k]:
+                del groupcache[groupcounter][k]
+
+        groupcache[groupcounter]['args'] = args
+        groupcache[groupcounter]['body'] = []
+        groupcache[groupcounter]['externals'] = []
+        groupcache[groupcounter]['interfaced'] = []
+        groupcache[groupcounter]['vars'] = {}
+        groupcache[groupcounter]['entry'] = {}
+        # end of creation
+        if block == 'type':
+            groupcache[groupcounter]['varnames'] = []
+
+        if case in ['call', 'callfun']:  # set parents variables
+            if name not in groupcache[groupcounter - 2]['externals']:
+                groupcache[groupcounter - 2]['externals'].append(name)
+            groupcache[groupcounter]['vars'] = copy.deepcopy(
+                groupcache[groupcounter - 2]['vars'])
+            try:
+                del groupcache[groupcounter]['vars'][name][
+                    groupcache[groupcounter]['vars'][name]['attrspec'].index('external')]
+            except Exception:
+                pass
+        if block in ['function', 'subroutine']:  # set global attributes
+            try:
+                groupcache[groupcounter]['vars'][name] = appenddecl(
+                    groupcache[groupcounter]['vars'][name], groupcache[groupcounter - 2]['vars'][''])
+            except Exception:
+                pass
+            if case == 'callfun':  # return type
+                if result and result in groupcache[groupcounter]['vars']:
+                    if not name == result:
+                        groupcache[groupcounter]['vars'][name] = appenddecl(
+                            groupcache[groupcounter]['vars'][name], groupcache[groupcounter]['vars'][result])
+            # if groupcounter>1: # name is interfaced
+            try:
+                groupcache[groupcounter - 2]['interfaced'].append(name)
+            except Exception:
+                pass
+        if block == 'function':
+            t = typespattern[0].match(m.group('before') + ' ' + name)
+            if t:
+                typespec, selector, attr, edecl = cracktypespec0(
+                    t.group('this'), t.group('after'))
+                updatevars(typespec, selector, attr, edecl)
+
+        if case in ['call', 'callfun']:
+            grouplist[groupcounter - 1].append(groupcache[groupcounter])
+            grouplist[groupcounter - 1][-1]['body'] = grouplist[groupcounter]
+            del grouplist[groupcounter]
+            groupcounter = groupcounter - 1  # end routine
+            grouplist[groupcounter - 1].append(groupcache[groupcounter])
+            grouplist[groupcounter - 1][-1]['body'] = grouplist[groupcounter]
+            del grouplist[groupcounter]
+            groupcounter = groupcounter - 1  # end interface
+
+    elif case == 'entry':
+        name, args, result, bind = _resolvenameargspattern(m.group('after'))
+        if name is not None:
+            if args:
+                args = rmbadname([x.strip()
+                                  for x in markoutercomma(args).split('@,@')])
+            else:
+                args = []
+            assert result is None, repr(result)
+            groupcache[groupcounter]['entry'][name] = args
+            previous_context = ('entry', name, groupcounter)
+    elif case == 'type':
+        typespec, selector, attr, edecl = cracktypespec0(
+            block, m.group('after'))
+        last_name = updatevars(typespec, selector, attr, edecl)
+        if last_name is not None:
+            previous_context = ('variable', last_name, groupcounter)
+    elif case in ['dimension', 'intent', 'optional', 'required', 'external', 'public', 'private', 'intrinsic']:
+        edecl = groupcache[groupcounter]['vars']
+        ll = m.group('after').strip()
+        i = ll.find('::')
+        if i < 0 and case == 'intent':
+            i = markouterparen(ll).find('@)@') - 2
+            ll = ll[:i + 1] + '::' + ll[i + 1:]
+            i = ll.find('::')
+            if ll[i:] == '::' and 'args' in groupcache[groupcounter]:
+                outmess('All arguments will have attribute %s%s\n' %
+                        (m.group('this'), ll[:i]))
+                ll = ll + ','.join(groupcache[groupcounter]['args'])
+        if i < 0:
+            i = 0
+            pl = ''
+        else:
+            pl = ll[:i].strip()
+            ll = ll[i + 2:]
+        ch = markoutercomma(pl).split('@,@')
+        if len(ch) > 1:
+            pl = ch[0]
+            outmess('analyzeline: cannot handle multiple attributes without type specification. Ignoring %r.\n' % (
+                ','.join(ch[1:])))
+        last_name = None
+
+        for e in [x.strip() for x in markoutercomma(ll).split('@,@')]:
+            m1 = namepattern.match(e)
+            if not m1:
+                if case in ['public', 'private']:
+                    k = ''
+                else:
+                    print(m.groupdict())
+                    outmess('analyzeline: no name pattern found in %s statement for %s. Skipping.\n' % (
+                        case, repr(e)))
+                    continue
+            else:
+                k = rmbadname1(m1.group('name'))
+            if case in ['public', 'private'] and \
+               (k == 'operator' or k == 'assignment'):
+                k += m1.group('after')
+            if k not in edecl:
+                edecl[k] = {}
+            if case == 'dimension':
+                ap = case + m1.group('after')
+            if case == 'intent':
+                ap = m.group('this') + pl
+                if _intentcallbackpattern.match(ap):
+                    if k not in groupcache[groupcounter]['args']:
+                        if groupcounter > 1:
+                            if '__user__' not in groupcache[groupcounter - 2]['name']:
+                                outmess(
+                                    'analyzeline: missing __user__ module (could be nothing)\n')
+                            # fixes ticket 1693
+                            if k != groupcache[groupcounter]['name']:
+                                outmess('analyzeline: appending intent(callback) %s'
+                                        ' to %s arguments\n' % (k, groupcache[groupcounter]['name']))
+                                groupcache[groupcounter]['args'].append(k)
+                        else:
+                            errmess(
+                                'analyzeline: intent(callback) %s is ignored\n' % (k))
+                    else:
+                        errmess('analyzeline: intent(callback) %s is already'
+                                ' in argument list\n' % (k))
+            if case in ['optional', 'required', 'public', 'external', 'private', 'intrinsic']:
+                ap = case
+            if 'attrspec' in edecl[k]:
+                edecl[k]['attrspec'].append(ap)
+            else:
+                edecl[k]['attrspec'] = [ap]
+            if case == 'external':
+                if groupcache[groupcounter]['block'] == 'program':
+                    outmess('analyzeline: ignoring program arguments\n')
+                    continue
+                if k not in groupcache[groupcounter]['args']:
+                    continue
+                if 'externals' not in groupcache[groupcounter]:
+                    groupcache[groupcounter]['externals'] = []
+                groupcache[groupcounter]['externals'].append(k)
+            last_name = k
+        groupcache[groupcounter]['vars'] = edecl
+        if last_name is not None:
+            previous_context = ('variable', last_name, groupcounter)
+    elif case == 'moduleprocedure':
+        groupcache[groupcounter]['implementedby'] = \
+            [x.strip() for x in m.group('after').split(',')]
+    elif case == 'parameter':
+        edecl = groupcache[groupcounter]['vars']
+        ll = m.group('after').strip()[1:-1]
+        last_name = None
+        for e in markoutercomma(ll).split('@,@'):
+            try:
+                k, initexpr = [x.strip() for x in e.split('=')]
+            except Exception:
+                outmess(
+                    'analyzeline: could not extract name,expr in parameter statement "%s" of "%s"\n' % (e, ll))
+                continue
+            params = get_parameters(edecl)
+            k = rmbadname1(k)
+            if k not in edecl:
+                edecl[k] = {}
+            if '=' in edecl[k] and (not edecl[k]['='] == initexpr):
+                outmess('analyzeline: Overwriting the value of parameter "%s" ("%s") with "%s".\n' % (
+                    k, edecl[k]['='], initexpr))
+            t = determineexprtype(initexpr, params)
+            if t:
+                if t.get('typespec') == 'real':
+                    tt = list(initexpr)
+                    for m in real16pattern.finditer(initexpr):
+                        tt[m.start():m.end()] = list(
+                            initexpr[m.start():m.end()].lower().replace('d', 'e'))
+                    initexpr = ''.join(tt)
+                elif t.get('typespec') == 'complex':
+                    initexpr = initexpr[1:].lower().replace('d', 'e').\
+                        replace(',', '+1j*(')
+            try:
+                v = eval(initexpr, {}, params)
+            except (SyntaxError, NameError, TypeError) as msg:
+                errmess('analyzeline: Failed to evaluate %r. Ignoring: %s\n'
+                        % (initexpr, msg))
+                continue
+            edecl[k]['='] = repr(v)
+            if 'attrspec' in edecl[k]:
+                edecl[k]['attrspec'].append('parameter')
+            else:
+                edecl[k]['attrspec'] = ['parameter']
+            last_name = k
+        groupcache[groupcounter]['vars'] = edecl
+        if last_name is not None:
+            previous_context = ('variable', last_name, groupcounter)
+    elif case == 'implicit':
+        if m.group('after').strip().lower() == 'none':
+            groupcache[groupcounter]['implicit'] = None
+        elif m.group('after'):
+            if 'implicit' in groupcache[groupcounter]:
+                impl = groupcache[groupcounter]['implicit']
+            else:
+                impl = {}
+            if impl is None:
+                outmess(
+                    'analyzeline: Overwriting earlier "implicit none" statement.\n')
+                impl = {}
+            for e in markoutercomma(m.group('after')).split('@,@'):
+                decl = {}
+                m1 = re.match(
+                    r'\s*(?P<this>.*?)\s*(\(\s*(?P<after>[a-z-, ]+)\s*\)\s*|)\Z', e, re.I)
+                if not m1:
+                    outmess(
+                        'analyzeline: could not extract info of implicit statement part "%s"\n' % (e))
+                    continue
+                m2 = typespattern4implicit.match(m1.group('this'))
+                if not m2:
+                    outmess(
+                        'analyzeline: could not extract types pattern of implicit statement part "%s"\n' % (e))
+                    continue
+                typespec, selector, attr, edecl = cracktypespec0(
+                    m2.group('this'), m2.group('after'))
+                kindselect, charselect, typename = cracktypespec(
+                    typespec, selector)
+                decl['typespec'] = typespec
+                decl['kindselector'] = kindselect
+                decl['charselector'] = charselect
+                decl['typename'] = typename
+                for k in list(decl.keys()):
+                    if not decl[k]:
+                        del decl[k]
+                for r in markoutercomma(m1.group('after')).split('@,@'):
+                    if '-' in r:
+                        try:
+                            begc, endc = [x.strip() for x in r.split('-')]
+                        except Exception:
+                            outmess(
+                                'analyzeline: expected "<char>-<char>" instead of "%s" in range list of implicit statement\n' % r)
+                            continue
+                    else:
+                        begc = endc = r.strip()
+                    if not len(begc) == len(endc) == 1:
+                        outmess(
+                            'analyzeline: expected "<char>-<char>" instead of "%s" in range list of implicit statement (2)\n' % r)
+                        continue
+                    for o in range(ord(begc), ord(endc) + 1):
+                        impl[chr(o)] = decl
+            groupcache[groupcounter]['implicit'] = impl
+    elif case == 'data':
+        ll = []
+        dl = ''
+        il = ''
+        f = 0
+        fc = 1
+        inp = 0
+        for c in m.group('after'):
+            if not inp:
+                if c == "'":
+                    fc = not fc
+                if c == '/' and fc:
+                    f = f + 1
+                    continue
+            if c == '(':
+                inp = inp + 1
+            elif c == ')':
+                inp = inp - 1
+            if f == 0:
+                dl = dl + c
+            elif f == 1:
+                il = il + c
+            elif f == 2:
+                dl = dl.strip()
+                if dl.startswith(','):
+                    dl = dl[1:].strip()
+                ll.append([dl, il])
+                dl = c
+                il = ''
+                f = 0
+        if f == 2:
+            dl = dl.strip()
+            if dl.startswith(','):
+                dl = dl[1:].strip()
+            ll.append([dl, il])
+        vars = {}
+        if 'vars' in groupcache[groupcounter]:
+            vars = groupcache[groupcounter]['vars']
+        last_name = None
+        for l in ll:
+            l = [x.strip() for x in l]
+            if l[0][0] == ',':
+                l[0] = l[0][1:]
+            if l[0][0] == '(':
+                outmess(
+                    'analyzeline: implied-DO list "%s" is not supported. Skipping.\n' % l[0])
+                continue
+            i = 0
+            j = 0
+            llen = len(l[1])
+            for v in rmbadname([x.strip() for x in markoutercomma(l[0]).split('@,@')]):
+                if v[0] == '(':
+                    outmess(
+                        'analyzeline: implied-DO list "%s" is not supported. Skipping.\n' % v)
+                    # XXX: subsequent init expressions may get wrong values.
+                    # Ignoring since data statements are irrelevant for
+                    # wrapping.
+                    continue
+                fc = 0
+                while (i < llen) and (fc or not l[1][i] == ','):
+                    if l[1][i] == "'":
+                        fc = not fc
+                    i = i + 1
+                i = i + 1
+                if v not in vars:
+                    vars[v] = {}
+                if '=' in vars[v] and not vars[v]['='] == l[1][j:i - 1]:
+                    outmess('analyzeline: changing init expression of "%s" ("%s") to "%s"\n' % (
+                        v, vars[v]['='], l[1][j:i - 1]))
+                vars[v]['='] = l[1][j:i - 1]
+                j = i
+                last_name = v
+        groupcache[groupcounter]['vars'] = vars
+        if last_name is not None:
+            previous_context = ('variable', last_name, groupcounter)
+    elif case == 'common':
+        line = m.group('after').strip()
+        if not line[0] == '/':
+            line = '//' + line
+        cl = []
+        f = 0
+        bn = ''
+        ol = ''
+        for c in line:
+            if c == '/':
+                f = f + 1
+                continue
+            if f >= 3:
+                bn = bn.strip()
+                if not bn:
+                    bn = '_BLNK_'
+                cl.append([bn, ol])
+                f = f - 2
+                bn = ''
+                ol = ''
+            if f % 2:
+                bn = bn + c
+            else:
+                ol = ol + c
+        bn = bn.strip()
+        if not bn:
+            bn = '_BLNK_'
+        cl.append([bn, ol])
+        commonkey = {}
+        if 'common' in groupcache[groupcounter]:
+            commonkey = groupcache[groupcounter]['common']
+        for c in cl:
+            if c[0] not in commonkey:
+                commonkey[c[0]] = []
+            for i in [x.strip() for x in markoutercomma(c[1]).split('@,@')]:
+                if i:
+                    commonkey[c[0]].append(i)
+        groupcache[groupcounter]['common'] = commonkey
+        previous_context = ('common', bn, groupcounter)
+    elif case == 'use':
+        m1 = re.match(
+            r'\A\s*(?P<name>\b\w+\b)\s*((,(\s*\bonly\b\s*:|(?P<notonly>))\s*(?P<list>.*))|)\s*\Z', m.group('after'), re.I)
+        if m1:
+            mm = m1.groupdict()
+            if 'use' not in groupcache[groupcounter]:
+                groupcache[groupcounter]['use'] = {}
+            name = m1.group('name')
+            groupcache[groupcounter]['use'][name] = {}
+            isonly = 0
+            if 'list' in mm and mm['list'] is not None:
+                if 'notonly' in mm and mm['notonly'] is None:
+                    isonly = 1
+                groupcache[groupcounter]['use'][name]['only'] = isonly
+                ll = [x.strip() for x in mm['list'].split(',')]
+                rl = {}
+                for l in ll:
+                    if '=' in l:
+                        m2 = re.match(
+                            r'\A\s*(?P<local>\b\w+\b)\s*=\s*>\s*(?P<use>\b\w+\b)\s*\Z', l, re.I)
+                        if m2:
+                            rl[m2.group('local').strip()] = m2.group(
+                                'use').strip()
+                        else:
+                            outmess(
+                                'analyzeline: Not local=>use pattern found in %s\n' % repr(l))
+                    else:
+                        rl[l] = l
+                    groupcache[groupcounter]['use'][name]['map'] = rl
+            else:
+                pass
+        else:
+            print(m.groupdict())
+            outmess('analyzeline: Could not crack the use statement.\n')
+    elif case in ['f2pyenhancements']:
+        if 'f2pyenhancements' not in groupcache[groupcounter]:
+            groupcache[groupcounter]['f2pyenhancements'] = {}
+        d = groupcache[groupcounter]['f2pyenhancements']
+        if m.group('this') == 'usercode' and 'usercode' in d:
+            if isinstance(d['usercode'], str):
+                d['usercode'] = [d['usercode']]
+            d['usercode'].append(m.group('after'))
+        else:
+            d[m.group('this')] = m.group('after')
+    elif case == 'multiline':
+        if previous_context is None:
+            if verbose:
+                outmess('analyzeline: No context for multiline block.\n')
+            return
+        gc = groupcounter
+        appendmultiline(groupcache[gc],
+                        previous_context[:2],
+                        m.group('this'))
+    else:
+        if verbose > 1:
+            print(m.groupdict())
+            outmess('analyzeline: No code implemented for line.\n')
+
+
+def appendmultiline(group, context_name, ml):
+    if 'f2pymultilines' not in group:
+        group['f2pymultilines'] = {}
+    d = group['f2pymultilines']
+    if context_name not in d:
+        d[context_name] = []
+    d[context_name].append(ml)
+    return
+
+
+def cracktypespec0(typespec, ll):
+    selector = None
+    attr = None
+    if re.match(r'double\s*complex', typespec, re.I):
+        typespec = 'double complex'
+    elif re.match(r'double\s*precision', typespec, re.I):
+        typespec = 'double precision'
+    else:
+        typespec = typespec.strip().lower()
+    m1 = selectpattern.match(markouterparen(ll))
+    if not m1:
+        outmess(
+            'cracktypespec0: no kind/char_selector pattern found for line.\n')
+        return
+    d = m1.groupdict()
+    for k in list(d.keys()):
+        d[k] = unmarkouterparen(d[k])
+    if typespec in ['complex', 'integer', 'logical', 'real', 'character', 'type']:
+        selector = d['this']
+        ll = d['after']
+    i = ll.find('::')
+    if i >= 0:
+        attr = ll[:i].strip()
+        ll = ll[i + 2:]
+    return typespec, selector, attr, ll
+#####
+namepattern = re.compile(r'\s*(?P<name>\b\w+\b)\s*(?P<after>.*)\s*\Z', re.I)
+kindselector = re.compile(
+    r'\s*(\(\s*(kind\s*=)?\s*(?P<kind>.*)\s*\)|\*\s*(?P<kind2>.*?))\s*\Z', re.I)
+charselector = re.compile(
+    r'\s*(\((?P<lenkind>.*)\)|\*\s*(?P<charlen>.*))\s*\Z', re.I)
+lenkindpattern = re.compile(
+    r'\s*(kind\s*=\s*(?P<kind>.*?)\s*(@,@\s*len\s*=\s*(?P<len>.*)|)|(len\s*=\s*|)(?P<len2>.*?)\s*(@,@\s*(kind\s*=\s*|)(?P<kind2>.*)|))\s*\Z', re.I)
+lenarraypattern = re.compile(
+    r'\s*(@\(@\s*(?!/)\s*(?P<array>.*?)\s*@\)@\s*\*\s*(?P<len>.*?)|(\*\s*(?P<len2>.*?)|)\s*(@\(@\s*(?!/)\s*(?P<array2>.*?)\s*@\)@|))\s*(=\s*(?P<init>.*?)|(@\(@|)/\s*(?P<init2>.*?)\s*/(@\)@|)|)\s*\Z', re.I)
+
+
+def removespaces(expr):
+    expr = expr.strip()
+    if len(expr) <= 1:
+        return expr
+    expr2 = expr[0]
+    for i in range(1, len(expr) - 1):
+        if (expr[i] == ' ' and
+            ((expr[i + 1] in "()[]{}=+-/* ") or
+                (expr[i - 1] in "()[]{}=+-/* "))):
+            continue
+        expr2 = expr2 + expr[i]
+    expr2 = expr2 + expr[-1]
+    return expr2
+
+
+def markinnerspaces(line):
+    """
+    The function replace all spaces in the input variable line which are 
+    surrounded with quotation marks, with the triplet "@_@".
+
+    For instance, for the input "a 'b c'" the function returns "a 'b@_@c'"
+
+    Parameters
+    ----------
+    line : str
+
+    Returns
+    -------
+    str
+
+    """  
+    fragment = ''
+    inside = False
+    current_quote = None
+    escaped = ''
+    for c in line:
+        if escaped == '\\' and c in ['\\', '\'', '"']:
+            fragment += c
+            escaped = c
+            continue
+        if not inside and c in ['\'', '"']:
+            current_quote = c
+        if c == current_quote:
+            inside = not inside
+        elif c == ' ' and inside:
+            fragment += '@_@'
+            continue
+        fragment += c
+        escaped = c  # reset to non-backslash
+    return fragment
+
+
+def updatevars(typespec, selector, attrspec, entitydecl):
+    global groupcache, groupcounter
+
+    last_name = None
+    kindselect, charselect, typename = cracktypespec(typespec, selector)
+    if attrspec:
+        attrspec = [x.strip() for x in markoutercomma(attrspec).split('@,@')]
+        l = []
+        c = re.compile(r'(?P<start>[a-zA-Z]+)')
+        for a in attrspec:
+            if not a:
+                continue
+            m = c.match(a)
+            if m:
+                s = m.group('start').lower()
+                a = s + a[len(s):]
+            l.append(a)
+        attrspec = l
+    el = [x.strip() for x in markoutercomma(entitydecl).split('@,@')]
+    el1 = []
+    for e in el:
+        for e1 in [x.strip() for x in markoutercomma(removespaces(markinnerspaces(e)), comma=' ').split('@ @')]:
+            if e1:
+                el1.append(e1.replace('@_@', ' '))
+    for e in el1:
+        m = namepattern.match(e)
+        if not m:
+            outmess(
+                'updatevars: no name pattern found for entity=%s. Skipping.\n' % (repr(e)))
+            continue
+        ename = rmbadname1(m.group('name'))
+        edecl = {}
+        if ename in groupcache[groupcounter]['vars']:
+            edecl = groupcache[groupcounter]['vars'][ename].copy()
+            not_has_typespec = 'typespec' not in edecl
+            if not_has_typespec:
+                edecl['typespec'] = typespec
+            elif typespec and (not typespec == edecl['typespec']):
+                outmess('updatevars: attempt to change the type of "%s" ("%s") to "%s". Ignoring.\n' % (
+                    ename, edecl['typespec'], typespec))
+            if 'kindselector' not in edecl:
+                edecl['kindselector'] = copy.copy(kindselect)
+            elif kindselect:
+                for k in list(kindselect.keys()):
+                    if k in edecl['kindselector'] and (not kindselect[k] == edecl['kindselector'][k]):
+                        outmess('updatevars: attempt to change the kindselector "%s" of "%s" ("%s") to "%s". Ignoring.\n' % (
+                            k, ename, edecl['kindselector'][k], kindselect[k]))
+                    else:
+                        edecl['kindselector'][k] = copy.copy(kindselect[k])
+            if 'charselector' not in edecl and charselect:
+                if not_has_typespec:
+                    edecl['charselector'] = charselect
+                else:
+                    errmess('updatevars:%s: attempt to change empty charselector to %r. Ignoring.\n'
+                            % (ename, charselect))
+            elif charselect:
+                for k in list(charselect.keys()):
+                    if k in edecl['charselector'] and (not charselect[k] == edecl['charselector'][k]):
+                        outmess('updatevars: attempt to change the charselector "%s" of "%s" ("%s") to "%s". Ignoring.\n' % (
+                            k, ename, edecl['charselector'][k], charselect[k]))
+                    else:
+                        edecl['charselector'][k] = copy.copy(charselect[k])
+            if 'typename' not in edecl:
+                edecl['typename'] = typename
+            elif typename and (not edecl['typename'] == typename):
+                outmess('updatevars: attempt to change the typename of "%s" ("%s") to "%s". Ignoring.\n' % (
+                    ename, edecl['typename'], typename))
+            if 'attrspec' not in edecl:
+                edecl['attrspec'] = copy.copy(attrspec)
+            elif attrspec:
+                for a in attrspec:
+                    if a not in edecl['attrspec']:
+                        edecl['attrspec'].append(a)
+        else:
+            edecl['typespec'] = copy.copy(typespec)
+            edecl['kindselector'] = copy.copy(kindselect)
+            edecl['charselector'] = copy.copy(charselect)
+            edecl['typename'] = typename
+            edecl['attrspec'] = copy.copy(attrspec)
+        if 'external' in (edecl.get('attrspec') or []) and e in groupcache[groupcounter]['args']:
+            if 'externals' not in groupcache[groupcounter]:
+                groupcache[groupcounter]['externals'] = []
+            groupcache[groupcounter]['externals'].append(e)
+        if m.group('after'):
+            m1 = lenarraypattern.match(markouterparen(m.group('after')))
+            if m1:
+                d1 = m1.groupdict()
+                for lk in ['len', 'array', 'init']:
+                    if d1[lk + '2'] is not None:
+                        d1[lk] = d1[lk + '2']
+                        del d1[lk + '2']
+                for k in list(d1.keys()):
+                    if d1[k] is not None:
+                        d1[k] = unmarkouterparen(d1[k])
+                    else:
+                        del d1[k]
+                if 'len' in d1 and 'array' in d1:
+                    if d1['len'] == '':
+                        d1['len'] = d1['array']
+                        del d1['array']
+                    else:
+                        d1['array'] = d1['array'] + ',' + d1['len']
+                        del d1['len']
+                        errmess('updatevars: "%s %s" is mapped to "%s %s(%s)"\n' % (
+                            typespec, e, typespec, ename, d1['array']))
+                if 'array' in d1:
+                    dm = 'dimension(%s)' % d1['array']
+                    if 'attrspec' not in edecl or (not edecl['attrspec']):
+                        edecl['attrspec'] = [dm]
+                    else:
+                        edecl['attrspec'].append(dm)
+                        for dm1 in edecl['attrspec']:
+                            if dm1[:9] == 'dimension' and dm1 != dm:
+                                del edecl['attrspec'][-1]
+                                errmess('updatevars:%s: attempt to change %r to %r. Ignoring.\n'
+                                        % (ename, dm1, dm))
+                                break
+
+                if 'len' in d1:
+                    if typespec in ['complex', 'integer', 'logical', 'real']:
+                        if ('kindselector' not in edecl) or (not edecl['kindselector']):
+                            edecl['kindselector'] = {}
+                        edecl['kindselector']['*'] = d1['len']
+                    elif typespec == 'character':
+                        if ('charselector' not in edecl) or (not edecl['charselector']):
+                            edecl['charselector'] = {}
+                        if 'len' in edecl['charselector']:
+                            del edecl['charselector']['len']
+                        edecl['charselector']['*'] = d1['len']
+                if 'init' in d1:
+                    if '=' in edecl and (not edecl['='] == d1['init']):
+                        outmess('updatevars: attempt to change the init expression of "%s" ("%s") to "%s". Ignoring.\n' % (
+                            ename, edecl['='], d1['init']))
+                    else:
+                        edecl['='] = d1['init']
+            else:
+                outmess('updatevars: could not crack entity declaration "%s". Ignoring.\n' % (
+                    ename + m.group('after')))
+        for k in list(edecl.keys()):
+            if not edecl[k]:
+                del edecl[k]
+        groupcache[groupcounter]['vars'][ename] = edecl
+        if 'varnames' in groupcache[groupcounter]:
+            groupcache[groupcounter]['varnames'].append(ename)
+        last_name = ename
+    return last_name
+
+
+def cracktypespec(typespec, selector):
+    kindselect = None
+    charselect = None
+    typename = None
+    if selector:
+        if typespec in ['complex', 'integer', 'logical', 'real']:
+            kindselect = kindselector.match(selector)
+            if not kindselect:
+                outmess(
+                    'cracktypespec: no kindselector pattern found for %s\n' % (repr(selector)))
+                return
+            kindselect = kindselect.groupdict()
+            kindselect['*'] = kindselect['kind2']
+            del kindselect['kind2']
+            for k in list(kindselect.keys()):
+                if not kindselect[k]:
+                    del kindselect[k]
+            for k, i in list(kindselect.items()):
+                kindselect[k] = rmbadname1(i)
+        elif typespec == 'character':
+            charselect = charselector.match(selector)
+            if not charselect:
+                outmess(
+                    'cracktypespec: no charselector pattern found for %s\n' % (repr(selector)))
+                return
+            charselect = charselect.groupdict()
+            charselect['*'] = charselect['charlen']
+            del charselect['charlen']
+            if charselect['lenkind']:
+                lenkind = lenkindpattern.match(
+                    markoutercomma(charselect['lenkind']))
+                lenkind = lenkind.groupdict()
+                for lk in ['len', 'kind']:
+                    if lenkind[lk + '2']:
+                        lenkind[lk] = lenkind[lk + '2']
+                    charselect[lk] = lenkind[lk]
+                    del lenkind[lk + '2']
+            del charselect['lenkind']
+            for k in list(charselect.keys()):
+                if not charselect[k]:
+                    del charselect[k]
+            for k, i in list(charselect.items()):
+                charselect[k] = rmbadname1(i)
+        elif typespec == 'type':
+            typename = re.match(r'\s*\(\s*(?P<name>\w+)\s*\)', selector, re.I)
+            if typename:
+                typename = typename.group('name')
+            else:
+                outmess('cracktypespec: no typename found in %s\n' %
+                        (repr(typespec + selector)))
+        else:
+            outmess('cracktypespec: no selector used for %s\n' %
+                    (repr(selector)))
+    return kindselect, charselect, typename
+######
+
+
+def setattrspec(decl, attr, force=0):
+    if not decl:
+        decl = {}
+    if not attr:
+        return decl
+    if 'attrspec' not in decl:
+        decl['attrspec'] = [attr]
+        return decl
+    if force:
+        decl['attrspec'].append(attr)
+    if attr in decl['attrspec']:
+        return decl
+    if attr == 'static' and 'automatic' not in decl['attrspec']:
+        decl['attrspec'].append(attr)
+    elif attr == 'automatic' and 'static' not in decl['attrspec']:
+        decl['attrspec'].append(attr)
+    elif attr == 'public':
+        if 'private' not in decl['attrspec']:
+            decl['attrspec'].append(attr)
+    elif attr == 'private':
+        if 'public' not in decl['attrspec']:
+            decl['attrspec'].append(attr)
+    else:
+        decl['attrspec'].append(attr)
+    return decl
+
+
+def setkindselector(decl, sel, force=0):
+    if not decl:
+        decl = {}
+    if not sel:
+        return decl
+    if 'kindselector' not in decl:
+        decl['kindselector'] = sel
+        return decl
+    for k in list(sel.keys()):
+        if force or k not in decl['kindselector']:
+            decl['kindselector'][k] = sel[k]
+    return decl
+
+
+def setcharselector(decl, sel, force=0):
+    if not decl:
+        decl = {}
+    if not sel:
+        return decl
+    if 'charselector' not in decl:
+        decl['charselector'] = sel
+        return decl
+    for k in list(sel.keys()):
+        if force or k not in decl['charselector']:
+            decl['charselector'][k] = sel[k]
+    return decl
+
+
+def getblockname(block, unknown='unknown'):
+    if 'name' in block:
+        return block['name']
+    return unknown
+
+# post processing
+
+
+def setmesstext(block):
+    global filepositiontext
+
+    try:
+        filepositiontext = 'In: %s:%s\n' % (block['from'], block['name'])
+    except Exception:
+        pass
+
+
+def get_usedict(block):
+    usedict = {}
+    if 'parent_block' in block:
+        usedict = get_usedict(block['parent_block'])
+    if 'use' in block:
+        usedict.update(block['use'])
+    return usedict
+
+
+def get_useparameters(block, param_map=None):
+    global f90modulevars
+
+    if param_map is None:
+        param_map = {}
+    usedict = get_usedict(block)
+    if not usedict:
+        return param_map
+    for usename, mapping in list(usedict.items()):
+        usename = usename.lower()
+        if usename not in f90modulevars:
+            outmess('get_useparameters: no module %s info used by %s\n' %
+                    (usename, block.get('name')))
+            continue
+        mvars = f90modulevars[usename]
+        params = get_parameters(mvars)
+        if not params:
+            continue
+        # XXX: apply mapping
+        if mapping:
+            errmess('get_useparameters: mapping for %s not impl.\n' % (mapping))
+        for k, v in list(params.items()):
+            if k in param_map:
+                outmess('get_useparameters: overriding parameter %s with'
+                        ' value from module %s\n' % (repr(k), repr(usename)))
+            param_map[k] = v
+
+    return param_map
+
+
+def postcrack2(block, tab='', param_map=None):
+    global f90modulevars
+
+    if not f90modulevars:
+        return block
+    if isinstance(block, list):
+        ret = [postcrack2(g, tab=tab + '\t', param_map=param_map)
+               for g in block]
+        return ret
+    setmesstext(block)
+    outmess('%sBlock: %s\n' % (tab, block['name']), 0)
+
+    if param_map is None:
+        param_map = get_useparameters(block)
+
+    if param_map is not None and 'vars' in block:
+        vars = block['vars']
+        for n in list(vars.keys()):
+            var = vars[n]
+            if 'kindselector' in var:
+                kind = var['kindselector']
+                if 'kind' in kind:
+                    val = kind['kind']
+                    if val in param_map:
+                        kind['kind'] = param_map[val]
+    new_body = [postcrack2(b, tab=tab + '\t', param_map=param_map)
+                for b in block['body']]
+    block['body'] = new_body
+
+    return block
+
+
+def postcrack(block, args=None, tab=''):
+    """
+    TODO:
+          function return values
+          determine expression types if in argument list
+    """
+    global usermodules, onlyfunctions
+
+    if isinstance(block, list):
+        gret = []
+        uret = []
+        for g in block:
+            setmesstext(g)
+            g = postcrack(g, tab=tab + '\t')
+            # sort user routines to appear first
+            if 'name' in g and '__user__' in g['name']:
+                uret.append(g)
+            else:
+                gret.append(g)
+        return uret + gret
+    setmesstext(block)
+    if not isinstance(block, dict) and 'block' not in block:
+        raise Exception('postcrack: Expected block dictionary instead of ' +
+                        str(block))
+    if 'name' in block and not block['name'] == 'unknown_interface':
+        outmess('%sBlock: %s\n' % (tab, block['name']), 0)
+    block = analyzeargs(block)
+    block = analyzecommon(block)
+    block['vars'] = analyzevars(block)
+    block['sortvars'] = sortvarnames(block['vars'])
+    if 'args' in block and block['args']:
+        args = block['args']
+    block['body'] = analyzebody(block, args, tab=tab)
+
+    userisdefined = []
+    if 'use' in block:
+        useblock = block['use']
+        for k in list(useblock.keys()):
+            if '__user__' in k:
+                userisdefined.append(k)
+    else:
+        useblock = {}
+    name = ''
+    if 'name' in block:
+        name = block['name']
+    # and not userisdefined: # Build a __user__ module
+    if 'externals' in block and block['externals']:
+        interfaced = []
+        if 'interfaced' in block:
+            interfaced = block['interfaced']
+        mvars = copy.copy(block['vars'])
+        if name:
+            mname = name + '__user__routines'
+        else:
+            mname = 'unknown__user__routines'
+        if mname in userisdefined:
+            i = 1
+            while '%s_%i' % (mname, i) in userisdefined:
+                i = i + 1
+            mname = '%s_%i' % (mname, i)
+        interface = {'block': 'interface', 'body': [],
+                     'vars': {}, 'name': name + '_user_interface'}
+        for e in block['externals']:
+            if e in interfaced:
+                edef = []
+                j = -1
+                for b in block['body']:
+                    j = j + 1
+                    if b['block'] == 'interface':
+                        i = -1
+                        for bb in b['body']:
+                            i = i + 1
+                            if 'name' in bb and bb['name'] == e:
+                                edef = copy.copy(bb)
+                                del b['body'][i]
+                                break
+                        if edef:
+                            if not b['body']:
+                                del block['body'][j]
+                            del interfaced[interfaced.index(e)]
+                            break
+                interface['body'].append(edef)
+            else:
+                if e in mvars and not isexternal(mvars[e]):
+                    interface['vars'][e] = mvars[e]
+        if interface['vars'] or interface['body']:
+            block['interfaced'] = interfaced
+            mblock = {'block': 'python module', 'body': [
+                interface], 'vars': {}, 'name': mname, 'interfaced': block['externals']}
+            useblock[mname] = {}
+            usermodules.append(mblock)
+    if useblock:
+        block['use'] = useblock
+    return block
+
+
+def sortvarnames(vars):
+    indep = []
+    dep = []
+    for v in list(vars.keys()):
+        if 'depend' in vars[v] and vars[v]['depend']:
+            dep.append(v)
+        else:
+            indep.append(v)
+    n = len(dep)
+    i = 0
+    while dep:  # XXX: How to catch dependence cycles correctly?
+        v = dep[0]
+        fl = 0
+        for w in dep[1:]:
+            if w in vars[v]['depend']:
+                fl = 1
+                break
+        if fl:
+            dep = dep[1:] + [v]
+            i = i + 1
+            if i > n:
+                errmess('sortvarnames: failed to compute dependencies because'
+                        ' of cyclic dependencies between '
+                        + ', '.join(dep) + '\n')
+                indep = indep + dep
+                break
+        else:
+            indep.append(v)
+            dep = dep[1:]
+            n = len(dep)
+            i = 0
+    return indep
+
+
+def analyzecommon(block):
+    if not hascommon(block):
+        return block
+    commonvars = []
+    for k in list(block['common'].keys()):
+        comvars = []
+        for e in block['common'][k]:
+            m = re.match(
+                r'\A\s*\b(?P<name>.*?)\b\s*(\((?P<dims>.*?)\)|)\s*\Z', e, re.I)
+            if m:
+                dims = []
+                if m.group('dims'):
+                    dims = [x.strip()
+                            for x in markoutercomma(m.group('dims')).split('@,@')]
+                n = rmbadname1(m.group('name').strip())
+                if n in block['vars']:
+                    if 'attrspec' in block['vars'][n]:
+                        block['vars'][n]['attrspec'].append(
+                            'dimension(%s)' % (','.join(dims)))
+                    else:
+                        block['vars'][n]['attrspec'] = [
+                            'dimension(%s)' % (','.join(dims))]
+                else:
+                    if dims:
+                        block['vars'][n] = {
+                            'attrspec': ['dimension(%s)' % (','.join(dims))]}
+                    else:
+                        block['vars'][n] = {}
+                if n not in commonvars:
+                    commonvars.append(n)
+            else:
+                n = e
+                errmess(
+                    'analyzecommon: failed to extract "<name>[(<dims>)]" from "%s" in common /%s/.\n' % (e, k))
+            comvars.append(n)
+        block['common'][k] = comvars
+    if 'commonvars' not in block:
+        block['commonvars'] = commonvars
+    else:
+        block['commonvars'] = block['commonvars'] + commonvars
+    return block
+
+
+def analyzebody(block, args, tab=''):
+    global usermodules, skipfuncs, onlyfuncs, f90modulevars
+
+    setmesstext(block)
+    body = []
+    for b in block['body']:
+        b['parent_block'] = block
+        if b['block'] in ['function', 'subroutine']:
+            if args is not None and b['name'] not in args:
+                continue
+            else:
+                as_ = b['args']
+            if b['name'] in skipfuncs:
+                continue
+            if onlyfuncs and b['name'] not in onlyfuncs:
+                continue
+            b['saved_interface'] = crack2fortrangen(
+                b, '\n' + ' ' * 6, as_interface=True)
+
+        else:
+            as_ = args
+        b = postcrack(b, as_, tab=tab + '\t')
+        if b['block'] in ['interface', 'abstract interface'] and \
+           not b['body'] and not b.get('implementedby'):
+            if 'f2pyenhancements' not in b:
+                continue
+        if b['block'].replace(' ', '') == 'pythonmodule':
+            usermodules.append(b)
+        else:
+            if b['block'] == 'module':
+                f90modulevars[b['name']] = b['vars']
+            body.append(b)
+    return body
+
+
+def buildimplicitrules(block):
+    setmesstext(block)
+    implicitrules = defaultimplicitrules
+    attrrules = {}
+    if 'implicit' in block:
+        if block['implicit'] is None:
+            implicitrules = None
+            if verbose > 1:
+                outmess(
+                    'buildimplicitrules: no implicit rules for routine %s.\n' % repr(block['name']))
+        else:
+            for k in list(block['implicit'].keys()):
+                if block['implicit'][k].get('typespec') not in ['static', 'automatic']:
+                    implicitrules[k] = block['implicit'][k]
+                else:
+                    attrrules[k] = block['implicit'][k]['typespec']
+    return implicitrules, attrrules
+
+
+def myeval(e, g=None, l=None):
+    """ Like `eval` but returns only integers and floats """
+    r = eval(e, g, l)
+    if type(r) in [int, float]:
+        return r
+    raise ValueError('r=%r' % (r))
+
+getlincoef_re_1 = re.compile(r'\A\b\w+\b\Z', re.I)
+
+
+def getlincoef(e, xset):  # e = a*x+b ; x in xset
+    """
+    Obtain ``a`` and ``b`` when ``e == "a*x+b"``, where ``x`` is a symbol in
+    xset.
+
+    >>> getlincoef('2*x + 1', {'x'})
+    (2, 1, 'x')
+    >>> getlincoef('3*x + x*2 + 2 + 1', {'x'})
+    (5, 3, 'x')
+    >>> getlincoef('0', {'x'})
+    (0, 0, None)
+    >>> getlincoef('0*x', {'x'})
+    (0, 0, 'x')
+    >>> getlincoef('x*x', {'x'})
+    (None, None, None)
+
+    This can be tricked by sufficiently complex expressions
+
+    >>> getlincoef('(x - 0.5)*(x - 1.5)*(x - 1)*x + 2*x + 3', {'x'})
+    (2.0, 3.0, 'x')
+    """
+    try:
+        c = int(myeval(e, {}, {}))
+        return 0, c, None
+    except Exception:
+        pass
+    if getlincoef_re_1.match(e):
+        return 1, 0, e
+    len_e = len(e)
+    for x in xset:
+        if len(x) > len_e:
+            continue
+        if re.search(r'\w\s*\([^)]*\b' + x + r'\b', e):
+            # skip function calls having x as an argument, e.g max(1, x)
+            continue
+        re_1 = re.compile(r'(?P<before>.*?)\b' + x + r'\b(?P<after>.*)', re.I)
+        m = re_1.match(e)
+        if m:
+            try:
+                m1 = re_1.match(e)
+                while m1:
+                    ee = '%s(%s)%s' % (
+                        m1.group('before'), 0, m1.group('after'))
+                    m1 = re_1.match(ee)
+                b = myeval(ee, {}, {})
+                m1 = re_1.match(e)
+                while m1:
+                    ee = '%s(%s)%s' % (
+                        m1.group('before'), 1, m1.group('after'))
+                    m1 = re_1.match(ee)
+                a = myeval(ee, {}, {}) - b
+                m1 = re_1.match(e)
+                while m1:
+                    ee = '%s(%s)%s' % (
+                        m1.group('before'), 0.5, m1.group('after'))
+                    m1 = re_1.match(ee)
+                c = myeval(ee, {}, {})
+                # computing another point to be sure that expression is linear
+                m1 = re_1.match(e)
+                while m1:
+                    ee = '%s(%s)%s' % (
+                        m1.group('before'), 1.5, m1.group('after'))
+                    m1 = re_1.match(ee)
+                c2 = myeval(ee, {}, {})
+                if (a * 0.5 + b == c and a * 1.5 + b == c2):
+                    return a, b, x
+            except Exception:
+                pass
+            break
+    return None, None, None
+
+
+word_pattern = re.compile(r'\b[a-z][\w$]*\b', re.I)
+
+
+def _get_depend_dict(name, vars, deps):
+    if name in vars:
+        words = vars[name].get('depend', [])
+
+        if '=' in vars[name] and not isstring(vars[name]):
+            for word in word_pattern.findall(vars[name]['=']):
+                # The word_pattern may return values that are not
+                # only variables, they can be string content for instance
+                if word not in words and word in vars and word != name:
+                    words.append(word)
+        for word in words[:]:
+            for w in deps.get(word, []) \
+                    or _get_depend_dict(word, vars, deps):
+                if w not in words:
+                    words.append(w)
+    else:
+        outmess('_get_depend_dict: no dependence info for %s\n' % (repr(name)))
+        words = []
+    deps[name] = words
+    return words
+
+
+def _calc_depend_dict(vars):
+    names = list(vars.keys())
+    depend_dict = {}
+    for n in names:
+        _get_depend_dict(n, vars, depend_dict)
+    return depend_dict
+
+
+def get_sorted_names(vars):
+    """
+    """
+    depend_dict = _calc_depend_dict(vars)
+    names = []
+    for name in list(depend_dict.keys()):
+        if not depend_dict[name]:
+            names.append(name)
+            del depend_dict[name]
+    while depend_dict:
+        for name, lst in list(depend_dict.items()):
+            new_lst = [n for n in lst if n in depend_dict]
+            if not new_lst:
+                names.append(name)
+                del depend_dict[name]
+            else:
+                depend_dict[name] = new_lst
+    return [name for name in names if name in vars]
+
+
+def _kind_func(string):
+    # XXX: return something sensible.
+    if string[0] in "'\"":
+        string = string[1:-1]
+    if real16pattern.match(string):
+        return 8
+    elif real8pattern.match(string):
+        return 4
+    return 'kind(' + string + ')'
+
+
+def _selected_int_kind_func(r):
+    # XXX: This should be processor dependent
+    m = 10 ** r
+    if m <= 2 ** 8:
+        return 1
+    if m <= 2 ** 16:
+        return 2
+    if m <= 2 ** 32:
+        return 4
+    if m <= 2 ** 63:
+        return 8
+    if m <= 2 ** 128:
+        return 16
+    return -1
+
+
+def _selected_real_kind_func(p, r=0, radix=0):
+    # XXX: This should be processor dependent
+    # This is only good for 0 <= p <= 20
+    if p < 7:
+        return 4
+    if p < 16:
+        return 8
+    machine = platform.machine().lower()
+    if machine.startswith(('aarch64', 'power', 'ppc', 'riscv', 's390x', 'sparc')):
+        if p <= 20:
+            return 16
+    else:
+        if p < 19:
+            return 10
+        elif p <= 20:
+            return 16
+    return -1
+
+
+def get_parameters(vars, global_params={}):
+    params = copy.copy(global_params)
+    g_params = copy.copy(global_params)
+    for name, func in [('kind', _kind_func),
+                       ('selected_int_kind', _selected_int_kind_func),
+                       ('selected_real_kind', _selected_real_kind_func), ]:
+        if name not in g_params:
+            g_params[name] = func
+    param_names = []
+    for n in get_sorted_names(vars):
+        if 'attrspec' in vars[n] and 'parameter' in vars[n]['attrspec']:
+            param_names.append(n)
+    kind_re = re.compile(r'\bkind\s*\(\s*(?P<value>.*)\s*\)', re.I)
+    selected_int_kind_re = re.compile(
+        r'\bselected_int_kind\s*\(\s*(?P<value>.*)\s*\)', re.I)
+    selected_kind_re = re.compile(
+        r'\bselected_(int|real)_kind\s*\(\s*(?P<value>.*)\s*\)', re.I)
+    for n in param_names:
+        if '=' in vars[n]:
+            v = vars[n]['=']
+            if islogical(vars[n]):
+                v = v.lower()
+                for repl in [
+                    ('.false.', 'False'),
+                    ('.true.', 'True'),
+                    # TODO: test .eq., .neq., etc replacements.
+                ]:
+                    v = v.replace(*repl)
+            v = kind_re.sub(r'kind("\1")', v)
+            v = selected_int_kind_re.sub(r'selected_int_kind(\1)', v)
+
+            # We need to act according to the data.
+            # The easy case is if the data has a kind-specifier,
+            # then we may easily remove those specifiers.
+            # However, it may be that the user uses other specifiers...(!)
+            is_replaced = False
+            if 'kindselector' in vars[n]:
+                if 'kind' in vars[n]['kindselector']:
+                    orig_v_len = len(v)
+                    v = v.replace('_' + vars[n]['kindselector']['kind'], '')
+                    # Again, this will be true if even a single specifier
+                    # has been replaced, see comment above.
+                    is_replaced = len(v) < orig_v_len
+                    
+            if not is_replaced:
+                if not selected_kind_re.match(v):
+                    v_ = v.split('_')
+                    # In case there are additive parameters
+                    if len(v_) > 1: 
+                        v = ''.join(v_[:-1]).lower().replace(v_[-1].lower(), '')
+
+            # Currently this will not work for complex numbers.
+            # There is missing code for extracting a complex number,
+            # which may be defined in either of these:
+            #  a) (Re, Im)
+            #  b) cmplx(Re, Im)
+            #  c) dcmplx(Re, Im)
+            #  d) cmplx(Re, Im, <prec>)
+
+            if isdouble(vars[n]):
+                tt = list(v)
+                for m in real16pattern.finditer(v):
+                    tt[m.start():m.end()] = list(
+                        v[m.start():m.end()].lower().replace('d', 'e'))
+                v = ''.join(tt)
+
+            elif iscomplex(vars[n]):
+                outmess(f'get_parameters[TODO]: '
+                        f'implement evaluation of complex expression {v}\n')
+
+            # Handle _dp for gh-6624
+            # Also fixes gh-20460
+            if real16pattern.search(v):
+                v = 8
+            elif real8pattern.search(v):
+                v = 4
+            try:
+                params[n] = eval(v, g_params, params)
+
+            except Exception as msg:
+                params[n] = v
+                outmess('get_parameters: got "%s" on %s\n' % (msg, repr(v)))
+            if isstring(vars[n]) and isinstance(params[n], int):
+                params[n] = chr(params[n])
+            nl = n.lower()
+            if nl != n:
+                params[nl] = params[n]
+        else:
+            print(vars[n])
+            outmess(
+                'get_parameters:parameter %s does not have value?!\n' % (repr(n)))
+    return params
+
+
+def _eval_length(length, params):
+    if length in ['(:)', '(*)', '*']:
+        return '(*)'
+    return _eval_scalar(length, params)
+
+_is_kind_number = re.compile(r'\d+_').match
+
+
+def _eval_scalar(value, params):
+    if _is_kind_number(value):
+        value = value.split('_')[0]
+    try:
+        value = eval(value, {}, params)
+        value = (repr if isinstance(value, str) else str)(value)
+    except (NameError, SyntaxError, TypeError):
+        return value
+    except Exception as msg:
+        errmess('"%s" in evaluating %r '
+                '(available names: %s)\n'
+                % (msg, value, list(params.keys())))
+    return value
+
+
+def analyzevars(block):
+    global f90modulevars
+
+    setmesstext(block)
+    implicitrules, attrrules = buildimplicitrules(block)
+    vars = copy.copy(block['vars'])
+    if block['block'] == 'function' and block['name'] not in vars:
+        vars[block['name']] = {}
+    if '' in block['vars']:
+        del vars['']
+        if 'attrspec' in block['vars']['']:
+            gen = block['vars']['']['attrspec']
+            for n in list(vars.keys()):
+                for k in ['public', 'private']:
+                    if k in gen:
+                        vars[n] = setattrspec(vars[n], k)
+    svars = []
+    args = block['args']
+    for a in args:
+        try:
+            vars[a]
+            svars.append(a)
+        except KeyError:
+            pass
+    for n in list(vars.keys()):
+        if n not in args:
+            svars.append(n)
+
+    params = get_parameters(vars, get_useparameters(block))
+
+    dep_matches = {}
+    name_match = re.compile(r'[A-Za-z][\w$]*').match
+    for v in list(vars.keys()):
+        m = name_match(v)
+        if m:
+            n = v[m.start():m.end()]
+            try:
+                dep_matches[n]
+            except KeyError:
+                dep_matches[n] = re.compile(r'.*\b%s\b' % (v), re.I).match
+    for n in svars:
+        if n[0] in list(attrrules.keys()):
+            vars[n] = setattrspec(vars[n], attrrules[n[0]])
+        if 'typespec' not in vars[n]:
+            if not('attrspec' in vars[n] and 'external' in vars[n]['attrspec']):
+                if implicitrules:
+                    ln0 = n[0].lower()
+                    for k in list(implicitrules[ln0].keys()):
+                        if k == 'typespec' and implicitrules[ln0][k] == 'undefined':
+                            continue
+                        if k not in vars[n]:
+                            vars[n][k] = implicitrules[ln0][k]
+                        elif k == 'attrspec':
+                            for l in implicitrules[ln0][k]:
+                                vars[n] = setattrspec(vars[n], l)
+                elif n in block['args']:
+                    outmess('analyzevars: typespec of variable %s is not defined in routine %s.\n' % (
+                        repr(n), block['name']))
+
+        if 'charselector' in vars[n]:
+            if 'len' in vars[n]['charselector']:
+                l = vars[n]['charselector']['len']
+                try:
+                    l = str(eval(l, {}, params))
+                except Exception:
+                    pass
+                vars[n]['charselector']['len'] = l
+
+        if 'kindselector' in vars[n]:
+            if 'kind' in vars[n]['kindselector']:
+                l = vars[n]['kindselector']['kind']
+                try:
+                    l = str(eval(l, {}, params))
+                except Exception:
+                    pass
+                vars[n]['kindselector']['kind'] = l
+
+        dimension_exprs = {}
+        if 'attrspec' in vars[n]:
+            attr = vars[n]['attrspec']
+            attr.reverse()
+            vars[n]['attrspec'] = []
+            dim, intent, depend, check, note = None, None, None, None, None
+            for a in attr:
+                if a[:9] == 'dimension':
+                    dim = (a[9:].strip())[1:-1]
+                elif a[:6] == 'intent':
+                    intent = (a[6:].strip())[1:-1]
+                elif a[:6] == 'depend':
+                    depend = (a[6:].strip())[1:-1]
+                elif a[:5] == 'check':
+                    check = (a[5:].strip())[1:-1]
+                elif a[:4] == 'note':
+                    note = (a[4:].strip())[1:-1]
+                else:
+                    vars[n] = setattrspec(vars[n], a)
+                if intent:
+                    if 'intent' not in vars[n]:
+                        vars[n]['intent'] = []
+                    for c in [x.strip() for x in markoutercomma(intent).split('@,@')]:
+                        # Remove spaces so that 'in out' becomes 'inout'
+                        tmp = c.replace(' ', '')
+                        if tmp not in vars[n]['intent']:
+                            vars[n]['intent'].append(tmp)
+                    intent = None
+                if note:
+                    note = note.replace('\\n\\n', '\n\n')
+                    note = note.replace('\\n ', '\n')
+                    if 'note' not in vars[n]:
+                        vars[n]['note'] = [note]
+                    else:
+                        vars[n]['note'].append(note)
+                    note = None
+                if depend is not None:
+                    if 'depend' not in vars[n]:
+                        vars[n]['depend'] = []
+                    for c in rmbadname([x.strip() for x in markoutercomma(depend).split('@,@')]):
+                        if c not in vars[n]['depend']:
+                            vars[n]['depend'].append(c)
+                    depend = None
+                if check is not None:
+                    if 'check' not in vars[n]:
+                        vars[n]['check'] = []
+                    for c in [x.strip() for x in markoutercomma(check).split('@,@')]:
+                        if c not in vars[n]['check']:
+                            vars[n]['check'].append(c)
+                    check = None
+            if dim and 'dimension' not in vars[n]:
+                vars[n]['dimension'] = []
+                for d in rmbadname([x.strip() for x in markoutercomma(dim).split('@,@')]):
+                    star = ':' if d == ':' else '*'
+                    # Evaluate `d` with respect to params
+                    if d in params:
+                        d = str(params[d])
+                    for p in params:
+                        re_1 = re.compile(r'(?P<before>.*?)\b' + p + r'\b(?P<after>.*)', re.I)
+                        m = re_1.match(d)
+                        while m:
+                            d = m.group('before') + \
+                                str(params[p]) + m.group('after')
+                            m = re_1.match(d)
+
+                    if d == star:
+                        dl = [star]
+                    else:
+                        dl = markoutercomma(d, ':').split('@:@')
+                    if len(dl) == 2 and '*' in dl:  # e.g. dimension(5:*)
+                        dl = ['*']
+                        d = '*'
+                    if len(dl) == 1 and dl[0] != star:
+                        dl = ['1', dl[0]]
+                    if len(dl) == 2:
+                        d1, d2 = map(symbolic.Expr.parse, dl)
+                        dsize = d2 - d1 + 1
+                        d = dsize.tostring(language=symbolic.Language.C)
+                        # find variables v that define d as a linear
+                        # function, `d == a * v + b`, and store
+                        # coefficients a and b for further analysis.
+                        solver_and_deps = {}
+                        for v in block['vars']:
+                            s = symbolic.as_symbol(v)
+                            if dsize.contains(s):
+                                try:
+                                    a, b = dsize.linear_solve(s)
+
+                                    def solve_v(s, a=a, b=b):
+                                        return (s - b) / a
+
+                                    all_symbols = set(a.symbols())
+                                    all_symbols.update(b.symbols())
+                                except RuntimeError as msg:
+                                    # d is not a linear function of v,
+                                    # however, if v can be determined
+                                    # from d using other means,
+                                    # implement the corresponding
+                                    # solve_v function here.
+                                    solve_v = None
+                                    all_symbols = set(dsize.symbols())
+                                v_deps = set(
+                                    s.data for s in all_symbols
+                                    if s.data in vars)
+                                solver_and_deps[v] = solve_v, list(v_deps)
+                        # Note that dsize may contain symbols that are
+                        # not defined in block['vars']. Here we assume
+                        # these correspond to Fortran/C intrinsic
+                        # functions or that are defined by other
+                        # means. We'll let the compiler validate the
+                        # definiteness of such symbols.
+                        dimension_exprs[d] = solver_and_deps
+                    vars[n]['dimension'].append(d)
+
+        if 'dimension' in vars[n]:
+            if isstringarray(vars[n]):
+                if 'charselector' in vars[n]:
+                    d = vars[n]['charselector']
+                    if '*' in d:
+                        d = d['*']
+                        errmess('analyzevars: character array "character*%s %s(%s)" is considered as "character %s(%s)"; "intent(c)" is forced.\n'
+                                % (d, n,
+                                   ','.join(vars[n]['dimension']),
+                                   n, ','.join(vars[n]['dimension'] + [d])))
+                        vars[n]['dimension'].append(d)
+                        del vars[n]['charselector']
+                        if 'intent' not in vars[n]:
+                            vars[n]['intent'] = []
+                        if 'c' not in vars[n]['intent']:
+                            vars[n]['intent'].append('c')
+                    else:
+                        errmess(
+                            "analyzevars: charselector=%r unhandled.\n" % (d))
+
+        if 'check' not in vars[n] and 'args' in block and n in block['args']:
+            # n is an argument that has no checks defined. Here we
+            # generate some consistency checks for n, and when n is an
+            # array, generate checks for its dimensions and construct
+            # initialization expressions.
+            n_deps = vars[n].get('depend', [])
+            n_checks = []
+            n_is_input = l_or(isintent_in, isintent_inout,
+                              isintent_inplace)(vars[n])
+            if isarray(vars[n]):  # n is array
+                for i, d in enumerate(vars[n]['dimension']):
+                    coeffs_and_deps = dimension_exprs.get(d)
+                    if coeffs_and_deps is None:
+                        # d is `:` or `*` or a constant expression
+                        pass
+                    elif n_is_input:
+                        # n is an input array argument and its shape
+                        # may define variables used in dimension
+                        # specifications.
+                        for v, (solver, deps) in coeffs_and_deps.items():
+                            def compute_deps(v, deps):
+                                for v1 in coeffs_and_deps.get(v, [None, []])[1]:
+                                    if v1 not in deps:
+                                        deps.add(v1)
+                                        compute_deps(v1, deps)
+                            all_deps = set()
+                            compute_deps(v, all_deps)
+                            if ((v in n_deps
+                                 or '=' in vars[v]
+                                 or 'depend' in vars[v])):
+                                # Skip a variable that
+                                # - n depends on
+                                # - has user-defined initialization expression
+                                # - has user-defined dependencies
+                                continue
+                            if solver is not None and v not in all_deps:
+                                # v can be solved from d, hence, we
+                                # make it an optional argument with
+                                # initialization expression:
+                                is_required = False
+                                init = solver(symbolic.as_symbol(
+                                    f'shape({n}, {i})'))
+                                init = init.tostring(
+                                    language=symbolic.Language.C)
+                                vars[v]['='] = init
+                                # n needs to be initialized before v. So,
+                                # making v dependent on n and on any
+                                # variables in solver or d.
+                                vars[v]['depend'] = [n] + deps
+                                if 'check' not in vars[v]:
+                                    # add check only when no
+                                    # user-specified checks exist
+                                    vars[v]['check'] = [
+                                        f'shape({n}, {i}) == {d}']
+                            else:
+                                # d is a non-linear function on v,
+                                # hence, v must be a required input
+                                # argument that n will depend on
+                                is_required = True
+                                if 'intent' not in vars[v]:
+                                    vars[v]['intent'] = []
+                                if 'in' not in vars[v]['intent']:
+                                    vars[v]['intent'].append('in')
+                                # v needs to be initialized before n
+                                n_deps.append(v)
+                                n_checks.append(
+                                    f'shape({n}, {i}) == {d}')
+                            v_attr = vars[v].get('attrspec', [])
+                            if not ('optional' in v_attr
+                                    or 'required' in v_attr):
+                                v_attr.append(
+                                    'required' if is_required else 'optional')
+                            if v_attr:
+                                vars[v]['attrspec'] = v_attr
+                    if coeffs_and_deps is not None:
+                        # extend v dependencies with ones specified in attrspec
+                        for v, (solver, deps) in coeffs_and_deps.items():
+                            v_deps = vars[v].get('depend', [])
+                            for aa in vars[v].get('attrspec', []):
+                                if aa.startswith('depend'):
+                                    aa = ''.join(aa.split())
+                                    v_deps.extend(aa[7:-1].split(','))
+                            if v_deps:
+                                vars[v]['depend'] = list(set(v_deps))
+                            if n not in v_deps:
+                                n_deps.append(v)
+            elif isstring(vars[n]):
+                if 'charselector' in vars[n]:
+                    if '*' in vars[n]['charselector']:
+                        length = _eval_length(vars[n]['charselector']['*'],
+                                              params)
+                        vars[n]['charselector']['*'] = length
+                    elif 'len' in vars[n]['charselector']:
+                        length = _eval_length(vars[n]['charselector']['len'],
+                                              params)
+                        del vars[n]['charselector']['len']
+                        vars[n]['charselector']['*'] = length
+            if n_checks:
+                vars[n]['check'] = n_checks
+            if n_deps:
+                vars[n]['depend'] = list(set(n_deps))
+
+        if '=' in vars[n]:
+            if 'attrspec' not in vars[n]:
+                vars[n]['attrspec'] = []
+            if ('optional' not in vars[n]['attrspec']) and \
+               ('required' not in vars[n]['attrspec']):
+                vars[n]['attrspec'].append('optional')
+            if 'depend' not in vars[n]:
+                vars[n]['depend'] = []
+                for v, m in list(dep_matches.items()):
+                    if m(vars[n]['=']):
+                        vars[n]['depend'].append(v)
+                if not vars[n]['depend']:
+                    del vars[n]['depend']
+            if isscalar(vars[n]):
+                vars[n]['='] = _eval_scalar(vars[n]['='], params)
+
+    for n in list(vars.keys()):
+        if n == block['name']:  # n is block name
+            if 'note' in vars[n]:
+                block['note'] = vars[n]['note']
+            if block['block'] == 'function':
+                if 'result' in block and block['result'] in vars:
+                    vars[n] = appenddecl(vars[n], vars[block['result']])
+                if 'prefix' in block:
+                    pr = block['prefix']
+                    pr1 = pr.replace('pure', '')
+                    ispure = (not pr == pr1)
+                    pr = pr1.replace('recursive', '')
+                    isrec = (not pr == pr1)
+                    m = typespattern[0].match(pr)
+                    if m:
+                        typespec, selector, attr, edecl = cracktypespec0(
+                            m.group('this'), m.group('after'))
+                        kindselect, charselect, typename = cracktypespec(
+                            typespec, selector)
+                        vars[n]['typespec'] = typespec
+                        if kindselect:
+                            if 'kind' in kindselect:
+                                try:
+                                    kindselect['kind'] = eval(
+                                        kindselect['kind'], {}, params)
+                                except Exception:
+                                    pass
+                            vars[n]['kindselector'] = kindselect
+                        if charselect:
+                            vars[n]['charselector'] = charselect
+                        if typename:
+                            vars[n]['typename'] = typename
+                        if ispure:
+                            vars[n] = setattrspec(vars[n], 'pure')
+                        if isrec:
+                            vars[n] = setattrspec(vars[n], 'recursive')
+                    else:
+                        outmess(
+                            'analyzevars: prefix (%s) were not used\n' % repr(block['prefix']))
+    if not block['block'] in ['module', 'pythonmodule', 'python module', 'block data']:
+        if 'commonvars' in block:
+            neededvars = copy.copy(block['args'] + block['commonvars'])
+        else:
+            neededvars = copy.copy(block['args'])
+        for n in list(vars.keys()):
+            if l_or(isintent_callback, isintent_aux)(vars[n]):
+                neededvars.append(n)
+        if 'entry' in block:
+            neededvars.extend(list(block['entry'].keys()))
+            for k in list(block['entry'].keys()):
+                for n in block['entry'][k]:
+                    if n not in neededvars:
+                        neededvars.append(n)
+        if block['block'] == 'function':
+            if 'result' in block:
+                neededvars.append(block['result'])
+            else:
+                neededvars.append(block['name'])
+        if block['block'] in ['subroutine', 'function']:
+            name = block['name']
+            if name in vars and 'intent' in vars[name]:
+                block['intent'] = vars[name]['intent']
+        if block['block'] == 'type':
+            neededvars.extend(list(vars.keys()))
+        for n in list(vars.keys()):
+            if n not in neededvars:
+                del vars[n]
+    return vars
+
+analyzeargs_re_1 = re.compile(r'\A[a-z]+[\w$]*\Z', re.I)
+
+
+def expr2name(a, block, args=[]):
+    orig_a = a
+    a_is_expr = not analyzeargs_re_1.match(a)
+    if a_is_expr:  # `a` is an expression
+        implicitrules, attrrules = buildimplicitrules(block)
+        at = determineexprtype(a, block['vars'], implicitrules)
+        na = 'e_'
+        for c in a:
+            c = c.lower()
+            if c not in string.ascii_lowercase + string.digits:
+                c = '_'
+            na = na + c
+        if na[-1] == '_':
+            na = na + 'e'
+        else:
+            na = na + '_e'
+        a = na
+        while a in block['vars'] or a in block['args']:
+            a = a + 'r'
+    if a in args:
+        k = 1
+        while a + str(k) in args:
+            k = k + 1
+        a = a + str(k)
+    if a_is_expr:
+        block['vars'][a] = at
+    else:
+        if a not in block['vars']:
+            if orig_a in block['vars']:
+                block['vars'][a] = block['vars'][orig_a]
+            else:
+                block['vars'][a] = {}
+        if 'externals' in block and orig_a in block['externals'] + block['interfaced']:
+            block['vars'][a] = setattrspec(block['vars'][a], 'external')
+    return a
+
+
+def analyzeargs(block):
+    setmesstext(block)
+    implicitrules, _ = buildimplicitrules(block)
+    if 'args' not in block:
+        block['args'] = []
+    args = []
+    for a in block['args']:
+        a = expr2name(a, block, args)
+        args.append(a)
+    block['args'] = args
+    if 'entry' in block:
+        for k, args1 in list(block['entry'].items()):
+            for a in args1:
+                if a not in block['vars']:
+                    block['vars'][a] = {}
+
+    for b in block['body']:
+        if b['name'] in args:
+            if 'externals' not in block:
+                block['externals'] = []
+            if b['name'] not in block['externals']:
+                block['externals'].append(b['name'])
+    if 'result' in block and block['result'] not in block['vars']:
+        block['vars'][block['result']] = {}
+    return block
+
+determineexprtype_re_1 = re.compile(r'\A\(.+?,.+?\)\Z', re.I)
+determineexprtype_re_2 = re.compile(r'\A[+-]?\d+(_(?P<name>\w+)|)\Z', re.I)
+determineexprtype_re_3 = re.compile(
+    r'\A[+-]?[\d.]+[-\d+de.]*(_(?P<name>\w+)|)\Z', re.I)
+determineexprtype_re_4 = re.compile(r'\A\(.*\)\Z', re.I)
+determineexprtype_re_5 = re.compile(r'\A(?P<name>\w+)\s*\(.*?\)\s*\Z', re.I)
+
+
+def _ensure_exprdict(r):
+    if isinstance(r, int):
+        return {'typespec': 'integer'}
+    if isinstance(r, float):
+        return {'typespec': 'real'}
+    if isinstance(r, complex):
+        return {'typespec': 'complex'}
+    if isinstance(r, dict):
+        return r
+    raise AssertionError(repr(r))
+
+
+def determineexprtype(expr, vars, rules={}):
+    if expr in vars:
+        return _ensure_exprdict(vars[expr])
+    expr = expr.strip()
+    if determineexprtype_re_1.match(expr):
+        return {'typespec': 'complex'}
+    m = determineexprtype_re_2.match(expr)
+    if m:
+        if 'name' in m.groupdict() and m.group('name'):
+            outmess(
+                'determineexprtype: selected kind types not supported (%s)\n' % repr(expr))
+        return {'typespec': 'integer'}
+    m = determineexprtype_re_3.match(expr)
+    if m:
+        if 'name' in m.groupdict() and m.group('name'):
+            outmess(
+                'determineexprtype: selected kind types not supported (%s)\n' % repr(expr))
+        return {'typespec': 'real'}
+    for op in ['+', '-', '*', '/']:
+        for e in [x.strip() for x in markoutercomma(expr, comma=op).split('@' + op + '@')]:
+            if e in vars:
+                return _ensure_exprdict(vars[e])
+    t = {}
+    if determineexprtype_re_4.match(expr):  # in parenthesis
+        t = determineexprtype(expr[1:-1], vars, rules)
+    else:
+        m = determineexprtype_re_5.match(expr)
+        if m:
+            rn = m.group('name')
+            t = determineexprtype(m.group('name'), vars, rules)
+            if t and 'attrspec' in t:
+                del t['attrspec']
+            if not t:
+                if rn[0] in rules:
+                    return _ensure_exprdict(rules[rn[0]])
+    if expr[0] in '\'"':
+        return {'typespec': 'character', 'charselector': {'*': '*'}}
+    if not t:
+        outmess(
+            'determineexprtype: could not determine expressions (%s) type.\n' % (repr(expr)))
+    return t
+
+######
+
+
+def crack2fortrangen(block, tab='\n', as_interface=False):
+    global skipfuncs, onlyfuncs
+
+    setmesstext(block)
+    ret = ''
+    if isinstance(block, list):
+        for g in block:
+            if g and g['block'] in ['function', 'subroutine']:
+                if g['name'] in skipfuncs:
+                    continue
+                if onlyfuncs and g['name'] not in onlyfuncs:
+                    continue
+            ret = ret + crack2fortrangen(g, tab, as_interface=as_interface)
+        return ret
+    prefix = ''
+    name = ''
+    args = ''
+    blocktype = block['block']
+    if blocktype == 'program':
+        return ''
+    argsl = []
+    if 'name' in block:
+        name = block['name']
+    if 'args' in block:
+        vars = block['vars']
+        for a in block['args']:
+            a = expr2name(a, block, argsl)
+            if not isintent_callback(vars[a]):
+                argsl.append(a)
+        if block['block'] == 'function' or argsl:
+            args = '(%s)' % ','.join(argsl)
+    f2pyenhancements = ''
+    if 'f2pyenhancements' in block:
+        for k in list(block['f2pyenhancements'].keys()):
+            f2pyenhancements = '%s%s%s %s' % (
+                f2pyenhancements, tab + tabchar, k, block['f2pyenhancements'][k])
+    intent_lst = block.get('intent', [])[:]
+    if blocktype == 'function' and 'callback' in intent_lst:
+        intent_lst.remove('callback')
+    if intent_lst:
+        f2pyenhancements = '%s%sintent(%s) %s' %\
+                           (f2pyenhancements, tab + tabchar,
+                            ','.join(intent_lst), name)
+    use = ''
+    if 'use' in block:
+        use = use2fortran(block['use'], tab + tabchar)
+    common = ''
+    if 'common' in block:
+        common = common2fortran(block['common'], tab + tabchar)
+    if name == 'unknown_interface':
+        name = ''
+    result = ''
+    if 'result' in block:
+        result = ' result (%s)' % block['result']
+        if block['result'] not in argsl:
+            argsl.append(block['result'])
+    body = crack2fortrangen(block['body'], tab + tabchar, as_interface=as_interface)
+    vars = vars2fortran(
+        block, block['vars'], argsl, tab + tabchar, as_interface=as_interface)
+    mess = ''
+    if 'from' in block and not as_interface:
+        mess = '! in %s' % block['from']
+    if 'entry' in block:
+        entry_stmts = ''
+        for k, i in list(block['entry'].items()):
+            entry_stmts = '%s%sentry %s(%s)' \
+                          % (entry_stmts, tab + tabchar, k, ','.join(i))
+        body = body + entry_stmts
+    if blocktype == 'block data' and name == '_BLOCK_DATA_':
+        name = ''
+    ret = '%s%s%s %s%s%s %s%s%s%s%s%s%send %s %s' % (
+        tab, prefix, blocktype, name, args, result, mess, f2pyenhancements, use, vars, common, body, tab, blocktype, name)
+    return ret
+
+
+def common2fortran(common, tab=''):
+    ret = ''
+    for k in list(common.keys()):
+        if k == '_BLNK_':
+            ret = '%s%scommon %s' % (ret, tab, ','.join(common[k]))
+        else:
+            ret = '%s%scommon /%s/ %s' % (ret, tab, k, ','.join(common[k]))
+    return ret
+
+
+def use2fortran(use, tab=''):
+    ret = ''
+    for m in list(use.keys()):
+        ret = '%s%suse %s,' % (ret, tab, m)
+        if use[m] == {}:
+            if ret and ret[-1] == ',':
+                ret = ret[:-1]
+            continue
+        if 'only' in use[m] and use[m]['only']:
+            ret = '%s only:' % (ret)
+        if 'map' in use[m] and use[m]['map']:
+            c = ' '
+            for k in list(use[m]['map'].keys()):
+                if k == use[m]['map'][k]:
+                    ret = '%s%s%s' % (ret, c, k)
+                    c = ','
+                else:
+                    ret = '%s%s%s=>%s' % (ret, c, k, use[m]['map'][k])
+                    c = ','
+        if ret and ret[-1] == ',':
+            ret = ret[:-1]
+    return ret
+
+
+def true_intent_list(var):
+    lst = var['intent']
+    ret = []
+    for intent in lst:
+        try:
+            f = globals()['isintent_%s' % intent]
+        except KeyError:
+            pass
+        else:
+            if f(var):
+                ret.append(intent)
+    return ret
+
+
+def vars2fortran(block, vars, args, tab='', as_interface=False):
+    """
+    TODO:
+    public sub
+    ...
+    """
+    setmesstext(block)
+    ret = ''
+    nout = []
+    for a in args:
+        if a in block['vars']:
+            nout.append(a)
+    if 'commonvars' in block:
+        for a in block['commonvars']:
+            if a in vars:
+                if a not in nout:
+                    nout.append(a)
+            else:
+                errmess(
+                    'vars2fortran: Confused?!: "%s" is not defined in vars.\n' % a)
+    if 'varnames' in block:
+        nout.extend(block['varnames'])
+    if not as_interface:
+        for a in list(vars.keys()):
+            if a not in nout:
+                nout.append(a)
+    for a in nout:
+        if 'depend' in vars[a]:
+            for d in vars[a]['depend']:
+                if d in vars and 'depend' in vars[d] and a in vars[d]['depend']:
+                    errmess(
+                        'vars2fortran: Warning: cross-dependence between variables "%s" and "%s"\n' % (a, d))
+        if 'externals' in block and a in block['externals']:
+            if isintent_callback(vars[a]):
+                ret = '%s%sintent(callback) %s' % (ret, tab, a)
+            ret = '%s%sexternal %s' % (ret, tab, a)
+            if isoptional(vars[a]):
+                ret = '%s%soptional %s' % (ret, tab, a)
+            if a in vars and 'typespec' not in vars[a]:
+                continue
+            cont = 1
+            for b in block['body']:
+                if a == b['name'] and b['block'] == 'function':
+                    cont = 0
+                    break
+            if cont:
+                continue
+        if a not in vars:
+            show(vars)
+            outmess('vars2fortran: No definition for argument "%s".\n' % a)
+            continue
+        if a == block['name']:
+            if block['block'] != 'function' or block.get('result'):
+                # 1) skip declaring a variable that name matches with
+                #    subroutine name
+                # 2) skip declaring function when its type is
+                #    declared via `result` construction
+                continue
+        if 'typespec' not in vars[a]:
+            if 'attrspec' in vars[a] and 'external' in vars[a]['attrspec']:
+                if a in args:
+                    ret = '%s%sexternal %s' % (ret, tab, a)
+                continue
+            show(vars[a])
+            outmess('vars2fortran: No typespec for argument "%s".\n' % a)
+            continue
+        vardef = vars[a]['typespec']
+        if vardef == 'type' and 'typename' in vars[a]:
+            vardef = '%s(%s)' % (vardef, vars[a]['typename'])
+        selector = {}
+        if 'kindselector' in vars[a]:
+            selector = vars[a]['kindselector']
+        elif 'charselector' in vars[a]:
+            selector = vars[a]['charselector']
+        if '*' in selector:
+            if selector['*'] in ['*', ':']:
+                vardef = '%s*(%s)' % (vardef, selector['*'])
+            else:
+                vardef = '%s*%s' % (vardef, selector['*'])
+        else:
+            if 'len' in selector:
+                vardef = '%s(len=%s' % (vardef, selector['len'])
+                if 'kind' in selector:
+                    vardef = '%s,kind=%s)' % (vardef, selector['kind'])
+                else:
+                    vardef = '%s)' % (vardef)
+            elif 'kind' in selector:
+                vardef = '%s(kind=%s)' % (vardef, selector['kind'])
+        c = ' '
+        if 'attrspec' in vars[a]:
+            attr = [l for l in vars[a]['attrspec']
+                    if l not in ['external']]
+            if attr:
+                vardef = '%s, %s' % (vardef, ','.join(attr))
+                c = ','
+        if 'dimension' in vars[a]:
+            vardef = '%s%sdimension(%s)' % (
+                vardef, c, ','.join(vars[a]['dimension']))
+            c = ','
+        if 'intent' in vars[a]:
+            lst = true_intent_list(vars[a])
+            if lst:
+                vardef = '%s%sintent(%s)' % (vardef, c, ','.join(lst))
+            c = ','
+        if 'check' in vars[a]:
+            vardef = '%s%scheck(%s)' % (vardef, c, ','.join(vars[a]['check']))
+            c = ','
+        if 'depend' in vars[a]:
+            vardef = '%s%sdepend(%s)' % (
+                vardef, c, ','.join(vars[a]['depend']))
+            c = ','
+        if '=' in vars[a]:
+            v = vars[a]['=']
+            if vars[a]['typespec'] in ['complex', 'double complex']:
+                try:
+                    v = eval(v)
+                    v = '(%s,%s)' % (v.real, v.imag)
+                except Exception:
+                    pass
+            vardef = '%s :: %s=%s' % (vardef, a, v)
+        else:
+            vardef = '%s :: %s' % (vardef, a)
+        ret = '%s%s%s' % (ret, tab, vardef)
+    return ret
+######
+
+
+def crackfortran(files):
+    global usermodules
+
+    outmess('Reading fortran codes...\n', 0)
+    readfortrancode(files, crackline)
+    outmess('Post-processing...\n', 0)
+    usermodules = []
+    postlist = postcrack(grouplist[0])
+    outmess('Post-processing (stage 2)...\n', 0)
+    postlist = postcrack2(postlist)
+    return usermodules + postlist
+
+
+def crack2fortran(block):
+    global f2py_version
+
+    pyf = crack2fortrangen(block) + '\n'
+    header = """!    -*- f90 -*-
+! Note: the context of this file is case sensitive.
+"""
+    footer = """
+! This file was auto-generated with f2py (version:%s).
+! See:
+! https://web.archive.org/web/20140822061353/http://cens.ioc.ee/projects/f2py2e
+""" % (f2py_version)
+    return header + pyf + footer
+
+if __name__ == "__main__":
+    files = []
+    funcs = []
+    f = 1
+    f2 = 0
+    f3 = 0
+    showblocklist = 0
+    for l in sys.argv[1:]:
+        if l == '':
+            pass
+        elif l[0] == ':':
+            f = 0
+        elif l == '-quiet':
+            quiet = 1
+            verbose = 0
+        elif l == '-verbose':
+            verbose = 2
+            quiet = 0
+        elif l == '-fix':
+            if strictf77:
+                outmess(
+                    'Use option -f90 before -fix if Fortran 90 code is in fix form.\n', 0)
+            skipemptyends = 1
+            sourcecodeform = 'fix'
+        elif l == '-skipemptyends':
+            skipemptyends = 1
+        elif l == '--ignore-contains':
+            ignorecontains = 1
+        elif l == '-f77':
+            strictf77 = 1
+            sourcecodeform = 'fix'
+        elif l == '-f90':
+            strictf77 = 0
+            sourcecodeform = 'free'
+            skipemptyends = 1
+        elif l == '-h':
+            f2 = 1
+        elif l == '-show':
+            showblocklist = 1
+        elif l == '-m':
+            f3 = 1
+        elif l[0] == '-':
+            errmess('Unknown option %s\n' % repr(l))
+        elif f2:
+            f2 = 0
+            pyffilename = l
+        elif f3:
+            f3 = 0
+            f77modulename = l
+        elif f:
+            try:
+                open(l).close()
+                files.append(l)
+            except OSError as detail:
+                errmess(f'OSError: {detail!s}\n')
+        else:
+            funcs.append(l)
+    if not strictf77 and f77modulename and not skipemptyends:
+        outmess("""\
+  Warning: You have specified module name for non Fortran 77 code
+  that should not need one (expect if you are scanning F90 code
+  for non module blocks but then you should use flag -skipemptyends
+  and also be sure that the files do not contain programs without program statement).
+""", 0)
+
+    postlist = crackfortran(files)
+    if pyffilename:
+        outmess('Writing fortran code to file %s\n' % repr(pyffilename), 0)
+        pyf = crack2fortran(postlist)
+        with open(pyffilename, 'w') as f: 
+            f.write(pyf)
+    if showblocklist:
+        show(postlist)
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/diagnose.py b/venv/lib/python3.8/site-packages/numpy/f2py/diagnose.py
new file mode 120000
index 0000000..747d202
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/diagnose.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5b/9f/71/72b1957fed5e77d1644200b1816d1df5ada510d6b11d4a58540676c34d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/f2py2e.py b/venv/lib/python3.8/site-packages/numpy/f2py/f2py2e.py
new file mode 100644
index 0000000..1050848
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/f2py2e.py
@@ -0,0 +1,704 @@
+#!/usr/bin/env python3
+"""
+
+f2py2e - Fortran to Python C/API generator. 2nd Edition.
+         See __usage__ below.
+
+Copyright 1999--2011 Pearu Peterson all rights reserved,
+Pearu Peterson <pearu@cens.ioc.ee>
+Permission to use, modify, and distribute this software is given under the
+terms of the NumPy License.
+
+NO WARRANTY IS EXPRESSED OR IMPLIED.  USE AT YOUR OWN RISK.
+$Date: 2005/05/06 08:31:19 $
+Pearu Peterson
+
+"""
+import sys
+import os
+import pprint
+import re
+from pathlib import Path
+
+from . import crackfortran
+from . import rules
+from . import cb_rules
+from . import auxfuncs
+from . import cfuncs
+from . import f90mod_rules
+from . import __version__
+from . import capi_maps
+
+f2py_version = __version__.version
+numpy_version = __version__.version
+errmess = sys.stderr.write
+# outmess=sys.stdout.write
+show = pprint.pprint
+outmess = auxfuncs.outmess
+
+__usage__ =\
+f"""Usage:
+
+1) To construct extension module sources:
+
+      f2py [<options>] <fortran files> [[[only:]||[skip:]] \\
+                                        <fortran functions> ] \\
+                                       [: <fortran files> ...]
+
+2) To compile fortran files and build extension modules:
+
+      f2py -c [<options>, <build_flib options>, <extra options>] <fortran files>
+
+3) To generate signature files:
+
+      f2py -h <filename.pyf> ...< same options as in (1) >
+
+Description: This program generates a Python C/API file (<modulename>module.c)
+             that contains wrappers for given fortran functions so that they
+             can be called from Python. With the -c option the corresponding
+             extension modules are built.
+
+Options:
+
+  --2d-numpy       Use numpy.f2py tool with NumPy support. [DEFAULT]
+  --2d-numeric     Use f2py2e tool with Numeric support.
+  --2d-numarray    Use f2py2e tool with Numarray support.
+  --g3-numpy       Use 3rd generation f2py from the separate f2py package.
+                   [NOT AVAILABLE YET]
+
+  -h <filename>    Write signatures of the fortran routines to file <filename>
+                   and exit. You can then edit <filename> and use it instead
+                   of <fortran files>. If <filename>==stdout then the
+                   signatures are printed to stdout.
+  <fortran functions>  Names of fortran routines for which Python C/API
+                   functions will be generated. Default is all that are found
+                   in <fortran files>.
+  <fortran files>  Paths to fortran/signature files that will be scanned for
+                   <fortran functions> in order to determine their signatures.
+  skip:            Ignore fortran functions that follow until `:'.
+  only:            Use only fortran functions that follow until `:'.
+  :                Get back to <fortran files> mode.
+
+  -m <modulename>  Name of the module; f2py generates a Python/C API
+                   file <modulename>module.c or extension module <modulename>.
+                   Default is 'untitled'.
+
+  '-include<header>'  Writes additional headers in the C wrapper, can be passed
+                      multiple times, generates #include <header> each time.
+
+  --[no-]lower     Do [not] lower the cases in <fortran files>. By default,
+                   --lower is assumed with -h key, and --no-lower without -h key.
+
+  --build-dir <dirname>  All f2py generated files are created in <dirname>.
+                   Default is tempfile.mkdtemp().
+
+  --overwrite-signature  Overwrite existing signature file.
+
+  --[no-]latex-doc Create (or not) <modulename>module.tex.
+                   Default is --no-latex-doc.
+  --short-latex    Create 'incomplete' LaTeX document (without commands
+                   \\documentclass, \\tableofcontents, and \\begin{{document}},
+                   \\end{{document}}).
+
+  --[no-]rest-doc Create (or not) <modulename>module.rst.
+                   Default is --no-rest-doc.
+
+  --debug-capi     Create C/API code that reports the state of the wrappers
+                   during runtime. Useful for debugging.
+
+  --[no-]wrap-functions    Create Fortran subroutine wrappers to Fortran 77
+                   functions. --wrap-functions is default because it ensures
+                   maximum portability/compiler independence.
+
+  --include-paths <path1>:<path2>:...   Search include files from the given
+                   directories.
+
+  --help-link [..] List system resources found by system_info.py. See also
+                   --link-<resource> switch below. [..] is optional list
+                   of resources names. E.g. try 'f2py --help-link lapack_opt'.
+
+  --f2cmap <filename>  Load Fortran-to-Python KIND specification from the given
+                   file. Default: .f2py_f2cmap in current directory.
+
+  --quiet          Run quietly.
+  --verbose        Run with extra verbosity.
+  --skip-empty-wrappers   Only generate wrapper files when needed.
+  -v               Print f2py version ID and exit.
+
+
+numpy.distutils options (only effective with -c):
+
+  --fcompiler=         Specify Fortran compiler type by vendor
+  --compiler=          Specify C compiler type (as defined by distutils)
+
+  --help-fcompiler     List available Fortran compilers and exit
+  --f77exec=           Specify the path to F77 compiler
+  --f90exec=           Specify the path to F90 compiler
+  --f77flags=          Specify F77 compiler flags
+  --f90flags=          Specify F90 compiler flags
+  --opt=               Specify optimization flags
+  --arch=              Specify architecture specific optimization flags
+  --noopt              Compile without optimization
+  --noarch             Compile without arch-dependent optimization
+  --debug              Compile with debugging information
+
+Extra options (only effective with -c):
+
+  --link-<resource>    Link extension module with <resource> as defined
+                       by numpy.distutils/system_info.py. E.g. to link
+                       with optimized LAPACK libraries (vecLib on MacOSX,
+                       ATLAS elsewhere), use --link-lapack_opt.
+                       See also --help-link switch.
+
+  -L/path/to/lib/ -l<libname>
+  -D<define> -U<name>
+  -I/path/to/include/
+  <filename>.o <filename>.so <filename>.a
+
+  Using the following macros may be required with non-gcc Fortran
+  compilers:
+    -DPREPEND_FORTRAN -DNO_APPEND_FORTRAN -DUPPERCASE_FORTRAN
+    -DUNDERSCORE_G77
+
+  When using -DF2PY_REPORT_ATEXIT, a performance report of F2PY
+  interface is printed out at exit (platforms: Linux).
+
+  When using -DF2PY_REPORT_ON_ARRAY_COPY=<int>, a message is
+  sent to stderr whenever F2PY interface makes a copy of an
+  array. Integer <int> sets the threshold for array sizes when
+  a message should be shown.
+
+Version:     {f2py_version}
+numpy Version: {numpy_version}
+Requires:    Python 3.5 or higher.
+License:     NumPy license (see LICENSE.txt in the NumPy source code)
+Copyright 1999 - 2011 Pearu Peterson all rights reserved.
+https://web.archive.org/web/20140822061353/http://cens.ioc.ee/projects/f2py2e"""
+
+
+def scaninputline(inputline):
+    files, skipfuncs, onlyfuncs, debug = [], [], [], []
+    f, f2, f3, f5, f6, f7, f8, f9, f10 = 1, 0, 0, 0, 0, 0, 0, 0, 0
+    verbose = 1
+    emptygen = True
+    dolc = -1
+    dolatexdoc = 0
+    dorestdoc = 0
+    wrapfuncs = 1
+    buildpath = '.'
+    include_paths = []
+    signsfile, modulename = None, None
+    options = {'buildpath': buildpath,
+               'coutput': None,
+               'f2py_wrapper_output': None}
+    for l in inputline:
+        if l == '':
+            pass
+        elif l == 'only:':
+            f = 0
+        elif l == 'skip:':
+            f = -1
+        elif l == ':':
+            f = 1
+        elif l[:8] == '--debug-':
+            debug.append(l[8:])
+        elif l == '--lower':
+            dolc = 1
+        elif l == '--build-dir':
+            f6 = 1
+        elif l == '--no-lower':
+            dolc = 0
+        elif l == '--quiet':
+            verbose = 0
+        elif l == '--verbose':
+            verbose += 1
+        elif l == '--latex-doc':
+            dolatexdoc = 1
+        elif l == '--no-latex-doc':
+            dolatexdoc = 0
+        elif l == '--rest-doc':
+            dorestdoc = 1
+        elif l == '--no-rest-doc':
+            dorestdoc = 0
+        elif l == '--wrap-functions':
+            wrapfuncs = 1
+        elif l == '--no-wrap-functions':
+            wrapfuncs = 0
+        elif l == '--short-latex':
+            options['shortlatex'] = 1
+        elif l == '--coutput':
+            f8 = 1
+        elif l == '--f2py-wrapper-output':
+            f9 = 1
+        elif l == '--f2cmap':
+            f10 = 1
+        elif l == '--overwrite-signature':
+            options['h-overwrite'] = 1
+        elif l == '-h':
+            f2 = 1
+        elif l == '-m':
+            f3 = 1
+        elif l[:2] == '-v':
+            print(f2py_version)
+            sys.exit()
+        elif l == '--show-compilers':
+            f5 = 1
+        elif l[:8] == '-include':
+            cfuncs.outneeds['userincludes'].append(l[9:-1])
+            cfuncs.userincludes[l[9:-1]] = '#include ' + l[8:]
+        elif l[:15] in '--include_paths':
+            outmess(
+                'f2py option --include_paths is deprecated, use --include-paths instead.\n')
+            f7 = 1
+        elif l[:15] in '--include-paths':
+            f7 = 1
+        elif l == '--skip-empty-wrappers':
+            emptygen = False
+        elif l[0] == '-':
+            errmess('Unknown option %s\n' % repr(l))
+            sys.exit()
+        elif f2:
+            f2 = 0
+            signsfile = l
+        elif f3:
+            f3 = 0
+            modulename = l
+        elif f6:
+            f6 = 0
+            buildpath = l
+        elif f7:
+            f7 = 0
+            include_paths.extend(l.split(os.pathsep))
+        elif f8:
+            f8 = 0
+            options["coutput"] = l
+        elif f9:
+            f9 = 0
+            options["f2py_wrapper_output"] = l
+        elif f10:
+            f10 = 0
+            options["f2cmap_file"] = l
+        elif f == 1:
+            try:
+                with open(l):
+                    pass
+                files.append(l)
+            except OSError as detail:
+                errmess(f'OSError: {detail!s}. Skipping file "{l!s}".\n')
+        elif f == -1:
+            skipfuncs.append(l)
+        elif f == 0:
+            onlyfuncs.append(l)
+    if not f5 and not files and not modulename:
+        print(__usage__)
+        sys.exit()
+    if not os.path.isdir(buildpath):
+        if not verbose:
+            outmess('Creating build directory %s\n' % (buildpath))
+        os.mkdir(buildpath)
+    if signsfile:
+        signsfile = os.path.join(buildpath, signsfile)
+    if signsfile and os.path.isfile(signsfile) and 'h-overwrite' not in options:
+        errmess(
+            'Signature file "%s" exists!!! Use --overwrite-signature to overwrite.\n' % (signsfile))
+        sys.exit()
+
+    options['emptygen'] = emptygen
+    options['debug'] = debug
+    options['verbose'] = verbose
+    if dolc == -1 and not signsfile:
+        options['do-lower'] = 0
+    else:
+        options['do-lower'] = dolc
+    if modulename:
+        options['module'] = modulename
+    if signsfile:
+        options['signsfile'] = signsfile
+    if onlyfuncs:
+        options['onlyfuncs'] = onlyfuncs
+    if skipfuncs:
+        options['skipfuncs'] = skipfuncs
+    options['dolatexdoc'] = dolatexdoc
+    options['dorestdoc'] = dorestdoc
+    options['wrapfuncs'] = wrapfuncs
+    options['buildpath'] = buildpath
+    options['include_paths'] = include_paths
+    options.setdefault('f2cmap_file', None)
+    return files, options
+
+
+def callcrackfortran(files, options):
+    rules.options = options
+    crackfortran.debug = options['debug']
+    crackfortran.verbose = options['verbose']
+    if 'module' in options:
+        crackfortran.f77modulename = options['module']
+    if 'skipfuncs' in options:
+        crackfortran.skipfuncs = options['skipfuncs']
+    if 'onlyfuncs' in options:
+        crackfortran.onlyfuncs = options['onlyfuncs']
+    crackfortran.include_paths[:] = options['include_paths']
+    crackfortran.dolowercase = options['do-lower']
+    postlist = crackfortran.crackfortran(files)
+    if 'signsfile' in options:
+        outmess('Saving signatures to file "%s"\n' % (options['signsfile']))
+        pyf = crackfortran.crack2fortran(postlist)
+        if options['signsfile'][-6:] == 'stdout':
+            sys.stdout.write(pyf)
+        else:
+            with open(options['signsfile'], 'w') as f:
+                f.write(pyf)
+    if options["coutput"] is None:
+        for mod in postlist:
+            mod["coutput"] = "%smodule.c" % mod["name"]
+    else:
+        for mod in postlist:
+            mod["coutput"] = options["coutput"]
+    if options["f2py_wrapper_output"] is None:
+        for mod in postlist:
+            mod["f2py_wrapper_output"] = "%s-f2pywrappers.f" % mod["name"]
+    else:
+        for mod in postlist:
+            mod["f2py_wrapper_output"] = options["f2py_wrapper_output"]
+    return postlist
+
+
+def buildmodules(lst):
+    cfuncs.buildcfuncs()
+    outmess('Building modules...\n')
+    modules, mnames, isusedby = [], [], {}
+    for item in lst:
+        if '__user__' in item['name']:
+            cb_rules.buildcallbacks(item)
+        else:
+            if 'use' in item:
+                for u in item['use'].keys():
+                    if u not in isusedby:
+                        isusedby[u] = []
+                    isusedby[u].append(item['name'])
+            modules.append(item)
+            mnames.append(item['name'])
+    ret = {}
+    for module, name in zip(modules, mnames):
+        if name in isusedby:
+            outmess('\tSkipping module "%s" which is used by %s.\n' % (
+                name, ','.join('"%s"' % s for s in isusedby[name])))
+        else:
+            um = []
+            if 'use' in module:
+                for u in module['use'].keys():
+                    if u in isusedby and u in mnames:
+                        um.append(modules[mnames.index(u)])
+                    else:
+                        outmess(
+                            f'\tModule "{name}" uses nonexisting "{u}" '
+                            'which will be ignored.\n')
+            ret[name] = {}
+            dict_append(ret[name], rules.buildmodule(module, um))
+    return ret
+
+
+def dict_append(d_out, d_in):
+    for (k, v) in d_in.items():
+        if k not in d_out:
+            d_out[k] = []
+        if isinstance(v, list):
+            d_out[k] = d_out[k] + v
+        else:
+            d_out[k].append(v)
+
+
+def run_main(comline_list):
+    """
+    Equivalent to running::
+
+        f2py <args>
+
+    where ``<args>=string.join(<list>,' ')``, but in Python.  Unless
+    ``-h`` is used, this function returns a dictionary containing
+    information on generated modules and their dependencies on source
+    files.
+
+    You cannot build extension modules with this function, that is,
+    using ``-c`` is not allowed. Use the ``compile`` command instead.
+
+    Examples
+    --------
+    The command ``f2py -m scalar scalar.f`` can be executed from Python as
+    follows.
+
+    .. literalinclude:: ../../source/f2py/code/results/run_main_session.dat
+        :language: python
+
+    """
+    crackfortran.reset_global_f2py_vars()
+    f2pydir = os.path.dirname(os.path.abspath(cfuncs.__file__))
+    fobjhsrc = os.path.join(f2pydir, 'src', 'fortranobject.h')
+    fobjcsrc = os.path.join(f2pydir, 'src', 'fortranobject.c')
+    files, options = scaninputline(comline_list)
+    auxfuncs.options = options
+    capi_maps.load_f2cmap_file(options['f2cmap_file'])
+    postlist = callcrackfortran(files, options)
+    isusedby = {}
+    for plist in postlist:
+        if 'use' in plist:
+            for u in plist['use'].keys():
+                if u not in isusedby:
+                    isusedby[u] = []
+                isusedby[u].append(plist['name'])
+    for plist in postlist:
+        if plist['block'] == 'python module' and '__user__' in plist['name']:
+            if plist['name'] in isusedby:
+                # if not quiet:
+                outmess(
+                    f'Skipping Makefile build for module "{plist["name"]}" '
+                    'which is used by {}\n'.format(
+                        ','.join(f'"{s}"' for s in isusedby[plist['name']])))
+    if 'signsfile' in options:
+        if options['verbose'] > 1:
+            outmess(
+                'Stopping. Edit the signature file and then run f2py on the signature file: ')
+            outmess('%s %s\n' %
+                    (os.path.basename(sys.argv[0]), options['signsfile']))
+        return
+    for plist in postlist:
+        if plist['block'] != 'python module':
+            if 'python module' not in options:
+                errmess(
+                    'Tip: If your original code is Fortran source then you must use -m option.\n')
+            raise TypeError('All blocks must be python module blocks but got %s' % (
+                repr(plist['block'])))
+    auxfuncs.debugoptions = options['debug']
+    f90mod_rules.options = options
+    auxfuncs.wrapfuncs = options['wrapfuncs']
+
+    ret = buildmodules(postlist)
+
+    for mn in ret.keys():
+        dict_append(ret[mn], {'csrc': fobjcsrc, 'h': fobjhsrc})
+    return ret
+
+
+def filter_files(prefix, suffix, files, remove_prefix=None):
+    """
+    Filter files by prefix and suffix.
+    """
+    filtered, rest = [], []
+    match = re.compile(prefix + r'.*' + suffix + r'\Z').match
+    if remove_prefix:
+        ind = len(prefix)
+    else:
+        ind = 0
+    for file in [x.strip() for x in files]:
+        if match(file):
+            filtered.append(file[ind:])
+        else:
+            rest.append(file)
+    return filtered, rest
+
+
+def get_prefix(module):
+    p = os.path.dirname(os.path.dirname(module.__file__))
+    return p
+
+
+def run_compile():
+    """
+    Do it all in one call!
+    """
+    import tempfile
+
+    i = sys.argv.index('-c')
+    del sys.argv[i]
+
+    remove_build_dir = 0
+    try:
+        i = sys.argv.index('--build-dir')
+    except ValueError:
+        i = None
+    if i is not None:
+        build_dir = sys.argv[i + 1]
+        del sys.argv[i + 1]
+        del sys.argv[i]
+    else:
+        remove_build_dir = 1
+        build_dir = tempfile.mkdtemp()
+
+    _reg1 = re.compile(r'--link-')
+    sysinfo_flags = [_m for _m in sys.argv[1:] if _reg1.match(_m)]
+    sys.argv = [_m for _m in sys.argv if _m not in sysinfo_flags]
+    if sysinfo_flags:
+        sysinfo_flags = [f[7:] for f in sysinfo_flags]
+
+    _reg2 = re.compile(
+        r'--((no-|)(wrap-functions|lower)|debug-capi|quiet|skip-empty-wrappers)|-include')
+    f2py_flags = [_m for _m in sys.argv[1:] if _reg2.match(_m)]
+    sys.argv = [_m for _m in sys.argv if _m not in f2py_flags]
+    f2py_flags2 = []
+    fl = 0
+    for a in sys.argv[1:]:
+        if a in ['only:', 'skip:']:
+            fl = 1
+        elif a == ':':
+            fl = 0
+        if fl or a == ':':
+            f2py_flags2.append(a)
+    if f2py_flags2 and f2py_flags2[-1] != ':':
+        f2py_flags2.append(':')
+    f2py_flags.extend(f2py_flags2)
+
+    sys.argv = [_m for _m in sys.argv if _m not in f2py_flags2]
+    _reg3 = re.compile(
+        r'--((f(90)?compiler(-exec|)|compiler)=|help-compiler)')
+    flib_flags = [_m for _m in sys.argv[1:] if _reg3.match(_m)]
+    sys.argv = [_m for _m in sys.argv if _m not in flib_flags]
+    _reg4 = re.compile(
+        r'--((f(77|90)(flags|exec)|opt|arch)=|(debug|noopt|noarch|help-fcompiler))')
+    fc_flags = [_m for _m in sys.argv[1:] if _reg4.match(_m)]
+    sys.argv = [_m for _m in sys.argv if _m not in fc_flags]
+
+    del_list = []
+    for s in flib_flags:
+        v = '--fcompiler='
+        if s[:len(v)] == v:
+            from numpy.distutils import fcompiler
+            fcompiler.load_all_fcompiler_classes()
+            allowed_keys = list(fcompiler.fcompiler_class.keys())
+            nv = ov = s[len(v):].lower()
+            if ov not in allowed_keys:
+                vmap = {}  # XXX
+                try:
+                    nv = vmap[ov]
+                except KeyError:
+                    if ov not in vmap.values():
+                        print('Unknown vendor: "%s"' % (s[len(v):]))
+                nv = ov
+            i = flib_flags.index(s)
+            flib_flags[i] = '--fcompiler=' + nv
+            continue
+    for s in del_list:
+        i = flib_flags.index(s)
+        del flib_flags[i]
+    assert len(flib_flags) <= 2, repr(flib_flags)
+
+    _reg5 = re.compile(r'--(verbose)')
+    setup_flags = [_m for _m in sys.argv[1:] if _reg5.match(_m)]
+    sys.argv = [_m for _m in sys.argv if _m not in setup_flags]
+
+    if '--quiet' in f2py_flags:
+        setup_flags.append('--quiet')
+
+    modulename = 'untitled'
+    sources = sys.argv[1:]
+
+    for optname in ['--include_paths', '--include-paths', '--f2cmap']:
+        if optname in sys.argv:
+            i = sys.argv.index(optname)
+            f2py_flags.extend(sys.argv[i:i + 2])
+            del sys.argv[i + 1], sys.argv[i]
+            sources = sys.argv[1:]
+
+    if '-m' in sys.argv:
+        i = sys.argv.index('-m')
+        modulename = sys.argv[i + 1]
+        del sys.argv[i + 1], sys.argv[i]
+        sources = sys.argv[1:]
+    else:
+        from numpy.distutils.command.build_src import get_f2py_modulename
+        pyf_files, sources = filter_files('', '[.]pyf([.]src|)', sources)
+        sources = pyf_files + sources
+        for f in pyf_files:
+            modulename = get_f2py_modulename(f)
+            if modulename:
+                break
+
+    extra_objects, sources = filter_files('', '[.](o|a|so|dylib)', sources)
+    include_dirs, sources = filter_files('-I', '', sources, remove_prefix=1)
+    library_dirs, sources = filter_files('-L', '', sources, remove_prefix=1)
+    libraries, sources = filter_files('-l', '', sources, remove_prefix=1)
+    undef_macros, sources = filter_files('-U', '', sources, remove_prefix=1)
+    define_macros, sources = filter_files('-D', '', sources, remove_prefix=1)
+    for i in range(len(define_macros)):
+        name_value = define_macros[i].split('=', 1)
+        if len(name_value) == 1:
+            name_value.append(None)
+        if len(name_value) == 2:
+            define_macros[i] = tuple(name_value)
+        else:
+            print('Invalid use of -D:', name_value)
+
+    from numpy.distutils.system_info import get_info
+
+    num_info = {}
+    if num_info:
+        include_dirs.extend(num_info.get('include_dirs', []))
+
+    from numpy.distutils.core import setup, Extension
+    ext_args = {'name': modulename, 'sources': sources,
+                'include_dirs': include_dirs,
+                'library_dirs': library_dirs,
+                'libraries': libraries,
+                'define_macros': define_macros,
+                'undef_macros': undef_macros,
+                'extra_objects': extra_objects,
+                'f2py_options': f2py_flags,
+                }
+
+    if sysinfo_flags:
+        from numpy.distutils.misc_util import dict_append
+        for n in sysinfo_flags:
+            i = get_info(n)
+            if not i:
+                outmess('No %s resources found in system'
+                        ' (try `f2py --help-link`)\n' % (repr(n)))
+            dict_append(ext_args, **i)
+
+    ext = Extension(**ext_args)
+    sys.argv = [sys.argv[0]] + setup_flags
+    sys.argv.extend(['build',
+                     '--build-temp', build_dir,
+                     '--build-base', build_dir,
+                     '--build-platlib', '.',
+                     # disable CCompilerOpt
+                     '--disable-optimization'])
+    if fc_flags:
+        sys.argv.extend(['config_fc'] + fc_flags)
+    if flib_flags:
+        sys.argv.extend(['build_ext'] + flib_flags)
+
+    setup(ext_modules=[ext])
+
+    if remove_build_dir and os.path.exists(build_dir):
+        import shutil
+        outmess('Removing build directory %s\n' % (build_dir))
+        shutil.rmtree(build_dir)
+
+
+def main():
+    if '--help-link' in sys.argv[1:]:
+        sys.argv.remove('--help-link')
+        from numpy.distutils.system_info import show_all
+        show_all()
+        return
+
+    # Probably outdated options that were not working before 1.16
+    if '--g3-numpy' in sys.argv[1:]:
+        sys.stderr.write("G3 f2py support is not implemented, yet.\\n")
+        sys.exit(1)
+    elif '--2e-numeric' in sys.argv[1:]:
+        sys.argv.remove('--2e-numeric')
+    elif '--2e-numarray' in sys.argv[1:]:
+        # Note that this errors becaust the -DNUMARRAY argument is
+        # not recognized. Just here for back compatibility and the
+        # error message.
+        sys.argv.append("-DNUMARRAY")
+        sys.argv.remove('--2e-numarray')
+    elif '--2e-numpy' in sys.argv[1:]:
+        sys.argv.remove('--2e-numpy')
+    else:
+        pass
+
+    if '-c' in sys.argv[1:]:
+        run_compile()
+    else:
+        run_main(sys.argv[1:])
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/f90mod_rules.py b/venv/lib/python3.8/site-packages/numpy/f2py/f90mod_rules.py
new file mode 120000
index 0000000..df4162f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/f90mod_rules.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a0/b6/6d/27f4f540d0ab6b7080096f2850b9908a8614e1b3957215ad810a75ccbf
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/func2subr.py b/venv/lib/python3.8/site-packages/numpy/f2py/func2subr.py
new file mode 120000
index 0000000..88a670c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/func2subr.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ec/68/35/ecd6cc03c4e8a0212ffb8fd70677e483a263b754c0624148974cbef9ee
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/rules.py b/venv/lib/python3.8/site-packages/numpy/f2py/rules.py
new file mode 100644
index 0000000..4c99c4c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/rules.py
@@ -0,0 +1,1510 @@
+#!/usr/bin/env python3
+"""
+
+Rules for building C/API module with f2py2e.
+
+Here is a skeleton of a new wrapper function (13Dec2001):
+
+wrapper_function(args)
+  declarations
+  get_python_arguments, say, `a' and `b'
+
+  get_a_from_python
+  if (successful) {
+
+    get_b_from_python
+    if (successful) {
+
+      callfortran
+      if (successful) {
+
+        put_a_to_python
+        if (successful) {
+
+          put_b_to_python
+          if (successful) {
+
+            buildvalue = ...
+
+          }
+
+        }
+
+      }
+
+    }
+    cleanup_b
+
+  }
+  cleanup_a
+
+  return buildvalue
+
+Copyright 1999,2000 Pearu Peterson all rights reserved,
+Pearu Peterson <pearu@ioc.ee>
+Permission to use, modify, and distribute this software is given under the
+terms of the NumPy License.
+
+NO WARRANTY IS EXPRESSED OR IMPLIED.  USE AT YOUR OWN RISK.
+$Date: 2005/08/30 08:58:42 $
+Pearu Peterson
+
+"""
+import os, sys
+import time
+import copy
+from pathlib import Path
+
+# __version__.version is now the same as the NumPy version
+from . import __version__
+f2py_version = __version__.version
+numpy_version = __version__.version
+
+from .auxfuncs import (
+    applyrules, debugcapi, dictappend, errmess, gentitle, getargs2,
+    hascallstatement, hasexternals, hasinitvalue, hasnote, hasresultnote,
+    isarray, isarrayofstrings, iscomplex, iscomplexarray,
+    iscomplexfunction, iscomplexfunction_warn, isdummyroutine, isexternal,
+    isfunction, isfunction_wrap, isint1array, isintent_aux, isintent_c,
+    isintent_callback, isintent_copy, isintent_hide, isintent_inout,
+    isintent_nothide, isintent_out, isintent_overwrite, islogical,
+    islong_complex, islong_double, islong_doublefunction, islong_long,
+    islong_longfunction, ismoduleroutine, isoptional, isrequired, isscalar,
+    issigned_long_longarray, isstring, isstringarray, isstringfunction,
+    issubroutine, issubroutine_wrap, isthreadsafe, isunsigned,
+    isunsigned_char, isunsigned_chararray, isunsigned_long_long,
+    isunsigned_long_longarray, isunsigned_short, isunsigned_shortarray,
+    l_and, l_not, l_or, outmess, replace, stripcomma, requiresf90wrapper
+)
+
+from . import capi_maps
+from . import cfuncs
+from . import common_rules
+from . import use_rules
+from . import f90mod_rules
+from . import func2subr
+
+options = {}
+sepdict = {}
+#for k in ['need_cfuncs']: sepdict[k]=','
+for k in ['decl',
+          'frompyobj',
+          'cleanupfrompyobj',
+          'topyarr', 'method',
+          'pyobjfrom', 'closepyobjfrom',
+          'freemem',
+          'userincludes',
+          'includes0', 'includes', 'typedefs', 'typedefs_generated',
+          'cppmacros', 'cfuncs', 'callbacks',
+          'latexdoc',
+          'restdoc',
+          'routine_defs', 'externroutines',
+          'initf2pywraphooks',
+          'commonhooks', 'initcommonhooks',
+          'f90modhooks', 'initf90modhooks']:
+    sepdict[k] = '\n'
+
+#################### Rules for C/API module #################
+
+generationtime = int(os.environ.get('SOURCE_DATE_EPOCH', time.time()))
+module_rules = {
+    'modulebody': """\
+/* File: #modulename#module.c
+ * This file is auto-generated with f2py (version:#f2py_version#).
+ * f2py is a Fortran to Python Interface Generator (FPIG), Second Edition,
+ * written by Pearu Peterson <pearu@cens.ioc.ee>.
+ * Generation date: """ + time.asctime(time.gmtime(generationtime)) + """
+ * Do not edit this file directly unless you know what you are doing!!!
+ */
+
+#ifdef __cplusplus
+extern \"C\" {
+#endif
+
+#ifndef PY_SSIZE_T_CLEAN
+#define PY_SSIZE_T_CLEAN
+#endif /* PY_SSIZE_T_CLEAN */
+
+/* Unconditionally included */
+#include <Python.h>
+#include <numpy/npy_os.h>
+
+""" + gentitle("See f2py2e/cfuncs.py: includes") + """
+#includes#
+#includes0#
+
+""" + gentitle("See f2py2e/rules.py: mod_rules['modulebody']") + """
+static PyObject *#modulename#_error;
+static PyObject *#modulename#_module;
+
+""" + gentitle("See f2py2e/cfuncs.py: typedefs") + """
+#typedefs#
+
+""" + gentitle("See f2py2e/cfuncs.py: typedefs_generated") + """
+#typedefs_generated#
+
+""" + gentitle("See f2py2e/cfuncs.py: cppmacros") + """
+#cppmacros#
+
+""" + gentitle("See f2py2e/cfuncs.py: cfuncs") + """
+#cfuncs#
+
+""" + gentitle("See f2py2e/cfuncs.py: userincludes") + """
+#userincludes#
+
+""" + gentitle("See f2py2e/capi_rules.py: usercode") + """
+#usercode#
+
+/* See f2py2e/rules.py */
+#externroutines#
+
+""" + gentitle("See f2py2e/capi_rules.py: usercode1") + """
+#usercode1#
+
+""" + gentitle("See f2py2e/cb_rules.py: buildcallback") + """
+#callbacks#
+
+""" + gentitle("See f2py2e/rules.py: buildapi") + """
+#body#
+
+""" + gentitle("See f2py2e/f90mod_rules.py: buildhooks") + """
+#f90modhooks#
+
+""" + gentitle("See f2py2e/rules.py: module_rules['modulebody']") + """
+
+""" + gentitle("See f2py2e/common_rules.py: buildhooks") + """
+#commonhooks#
+
+""" + gentitle("See f2py2e/rules.py") + """
+
+static FortranDataDef f2py_routine_defs[] = {
+#routine_defs#
+    {NULL}
+};
+
+static PyMethodDef f2py_module_methods[] = {
+#pymethoddef#
+    {NULL,NULL}
+};
+
+static struct PyModuleDef moduledef = {
+    PyModuleDef_HEAD_INIT,
+    "#modulename#",
+    NULL,
+    -1,
+    f2py_module_methods,
+    NULL,
+    NULL,
+    NULL,
+    NULL
+};
+
+PyMODINIT_FUNC PyInit_#modulename#(void) {
+    int i;
+    PyObject *m,*d, *s, *tmp;
+    m = #modulename#_module = PyModule_Create(&moduledef);
+    Py_SET_TYPE(&PyFortran_Type, &PyType_Type);
+    import_array();
+    if (PyErr_Occurred())
+        {PyErr_SetString(PyExc_ImportError, \"can't initialize module #modulename# (failed to import numpy)\"); return m;}
+    d = PyModule_GetDict(m);
+    s = PyUnicode_FromString(\"#f2py_version#\");
+    PyDict_SetItemString(d, \"__version__\", s);
+    Py_DECREF(s);
+    s = PyUnicode_FromString(
+        \"This module '#modulename#' is auto-generated with f2py (version:#f2py_version#).\\nFunctions:\\n\"\n#docs#\".\");
+    PyDict_SetItemString(d, \"__doc__\", s);
+    Py_DECREF(s);
+    s = PyUnicode_FromString(\"""" + numpy_version + """\");
+    PyDict_SetItemString(d, \"__f2py_numpy_version__\", s);
+    Py_DECREF(s);
+    #modulename#_error = PyErr_NewException (\"#modulename#.error\", NULL, NULL);
+    /*
+     * Store the error object inside the dict, so that it could get deallocated.
+     * (in practice, this is a module, so it likely will not and cannot.)
+     */
+    PyDict_SetItemString(d, \"_#modulename#_error\", #modulename#_error);
+    Py_DECREF(#modulename#_error);
+    for(i=0;f2py_routine_defs[i].name!=NULL;i++) {
+        tmp = PyFortranObject_NewAsAttr(&f2py_routine_defs[i]);
+        PyDict_SetItemString(d, f2py_routine_defs[i].name, tmp);
+        Py_DECREF(tmp);
+    }
+#initf2pywraphooks#
+#initf90modhooks#
+#initcommonhooks#
+#interface_usercode#
+
+#ifdef F2PY_REPORT_ATEXIT
+    if (! PyErr_Occurred())
+        on_exit(f2py_report_on_exit,(void*)\"#modulename#\");
+#endif
+    return m;
+}
+#ifdef __cplusplus
+}
+#endif
+""",
+    'separatorsfor': {'latexdoc': '\n\n',
+                      'restdoc': '\n\n'},
+    'latexdoc': ['\\section{Module \\texttt{#texmodulename#}}\n',
+                 '#modnote#\n',
+                 '#latexdoc#'],
+    'restdoc': ['Module #modulename#\n' + '=' * 80,
+                '\n#restdoc#']
+}
+
+defmod_rules = [
+    {'body': '/*eof body*/',
+     'method': '/*eof method*/',
+     'externroutines': '/*eof externroutines*/',
+     'routine_defs': '/*eof routine_defs*/',
+     'initf90modhooks': '/*eof initf90modhooks*/',
+     'initf2pywraphooks': '/*eof initf2pywraphooks*/',
+     'initcommonhooks': '/*eof initcommonhooks*/',
+     'latexdoc': '',
+     'restdoc': '',
+     'modnote': {hasnote: '#note#', l_not(hasnote): ''},
+     }
+]
+
+routine_rules = {
+    'separatorsfor': sepdict,
+    'body': """
+#begintitle#
+static char doc_#apiname#[] = \"\\\n#docreturn##name#(#docsignatureshort#)\\n\\nWrapper for ``#name#``.\\\n\\n#docstrsigns#\";
+/* #declfortranroutine# */
+static PyObject *#apiname#(const PyObject *capi_self,
+                           PyObject *capi_args,
+                           PyObject *capi_keywds,
+                           #functype# (*f2py_func)(#callprotoargument#)) {
+    PyObject * volatile capi_buildvalue = NULL;
+    volatile int f2py_success = 1;
+#decl#
+    static char *capi_kwlist[] = {#kwlist##kwlistopt##kwlistxa#NULL};
+#usercode#
+#routdebugenter#
+#ifdef F2PY_REPORT_ATEXIT
+f2py_start_clock();
+#endif
+    if (!PyArg_ParseTupleAndKeywords(capi_args,capi_keywds,\\
+        \"#argformat#|#keyformat##xaformat#:#pyname#\",\\
+        capi_kwlist#args_capi##keys_capi##keys_xa#))\n        return NULL;
+#frompyobj#
+/*end of frompyobj*/
+#ifdef F2PY_REPORT_ATEXIT
+f2py_start_call_clock();
+#endif
+#callfortranroutine#
+if (PyErr_Occurred())
+  f2py_success = 0;
+#ifdef F2PY_REPORT_ATEXIT
+f2py_stop_call_clock();
+#endif
+/*end of callfortranroutine*/
+        if (f2py_success) {
+#pyobjfrom#
+/*end of pyobjfrom*/
+        CFUNCSMESS(\"Building return value.\\n\");
+        capi_buildvalue = Py_BuildValue(\"#returnformat#\"#return#);
+/*closepyobjfrom*/
+#closepyobjfrom#
+        } /*if (f2py_success) after callfortranroutine*/
+/*cleanupfrompyobj*/
+#cleanupfrompyobj#
+    if (capi_buildvalue == NULL) {
+#routdebugfailure#
+    } else {
+#routdebugleave#
+    }
+    CFUNCSMESS(\"Freeing memory.\\n\");
+#freemem#
+#ifdef F2PY_REPORT_ATEXIT
+f2py_stop_clock();
+#endif
+    return capi_buildvalue;
+}
+#endtitle#
+""",
+    'routine_defs': '#routine_def#',
+    'initf2pywraphooks': '#initf2pywraphook#',
+    'externroutines': '#declfortranroutine#',
+    'doc': '#docreturn##name#(#docsignature#)',
+    'docshort': '#docreturn##name#(#docsignatureshort#)',
+    'docs': '"    #docreturn##name#(#docsignature#)\\n"\n',
+    'need': ['arrayobject.h', 'CFUNCSMESS', 'MINMAX'],
+    'cppmacros': {debugcapi: '#define DEBUGCFUNCS'},
+    'latexdoc': ['\\subsection{Wrapper function \\texttt{#texname#}}\n',
+                 """
+\\noindent{{}\\verb@#docreturn##name#@{}}\\texttt{(#latexdocsignatureshort#)}
+#routnote#
+
+#latexdocstrsigns#
+"""],
+    'restdoc': ['Wrapped function ``#name#``\n' + '-' * 80,
+
+                ]
+}
+
+################## Rules for C/API function ##############
+
+rout_rules = [
+    {  # Init
+        'separatorsfor': {'callfortranroutine': '\n', 'routdebugenter': '\n', 'decl': '\n',
+                          'routdebugleave': '\n', 'routdebugfailure': '\n',
+                          'setjmpbuf': ' || ',
+                          'docstrreq': '\n', 'docstropt': '\n', 'docstrout': '\n',
+                          'docstrcbs': '\n', 'docstrsigns': '\\n"\n"',
+                          'latexdocstrsigns': '\n',
+                          'latexdocstrreq': '\n', 'latexdocstropt': '\n',
+                          'latexdocstrout': '\n', 'latexdocstrcbs': '\n',
+                          },
+        'kwlist': '', 'kwlistopt': '', 'callfortran': '', 'callfortranappend': '',
+        'docsign': '', 'docsignopt': '', 'decl': '/*decl*/',
+        'freemem': '/*freemem*/',
+        'docsignshort': '', 'docsignoptshort': '',
+        'docstrsigns': '', 'latexdocstrsigns': '',
+        'docstrreq': '\\nParameters\\n----------',
+        'docstropt': '\\nOther Parameters\\n----------------',
+        'docstrout': '\\nReturns\\n-------',
+        'docstrcbs': '\\nNotes\\n-----\\nCall-back functions::\\n',
+        'latexdocstrreq': '\\noindent Required arguments:',
+        'latexdocstropt': '\\noindent Optional arguments:',
+        'latexdocstrout': '\\noindent Return objects:',
+        'latexdocstrcbs': '\\noindent Call-back functions:',
+        'args_capi': '', 'keys_capi': '', 'functype': '',
+        'frompyobj': '/*frompyobj*/',
+        # this list will be reversed
+        'cleanupfrompyobj': ['/*end of cleanupfrompyobj*/'],
+        'pyobjfrom': '/*pyobjfrom*/',
+        # this list will be reversed
+        'closepyobjfrom': ['/*end of closepyobjfrom*/'],
+        'topyarr': '/*topyarr*/', 'routdebugleave': '/*routdebugleave*/',
+        'routdebugenter': '/*routdebugenter*/',
+        'routdebugfailure': '/*routdebugfailure*/',
+        'callfortranroutine': '/*callfortranroutine*/',
+        'argformat': '', 'keyformat': '', 'need_cfuncs': '',
+        'docreturn': '', 'return': '', 'returnformat': '', 'rformat': '',
+        'kwlistxa': '', 'keys_xa': '', 'xaformat': '', 'docsignxa': '', 'docsignxashort': '',
+        'initf2pywraphook': '',
+        'routnote': {hasnote: '--- #note#', l_not(hasnote): ''},
+    }, {
+        'apiname': 'f2py_rout_#modulename#_#name#',
+        'pyname': '#modulename#.#name#',
+        'decl': '',
+        '_check': l_not(ismoduleroutine)
+    }, {
+        'apiname': 'f2py_rout_#modulename#_#f90modulename#_#name#',
+        'pyname': '#modulename#.#f90modulename#.#name#',
+        'decl': '',
+        '_check': ismoduleroutine
+    }, {  # Subroutine
+        'functype': 'void',
+        'declfortranroutine': {l_and(l_not(l_or(ismoduleroutine, isintent_c)), l_not(isdummyroutine)): 'extern void #F_FUNC#(#fortranname#,#FORTRANNAME#)(#callprotoargument#);',
+                               l_and(l_not(ismoduleroutine), isintent_c, l_not(isdummyroutine)): 'extern void #fortranname#(#callprotoargument#);',
+                               ismoduleroutine: '',
+                               isdummyroutine: ''
+                               },
+        'routine_def': {l_not(l_or(ismoduleroutine, isintent_c, isdummyroutine)): '    {\"#name#\",-1,{{-1}},0,(char *)#F_FUNC#(#fortranname#,#FORTRANNAME#),(f2py_init_func)#apiname#,doc_#apiname#},',
+                        l_and(l_not(ismoduleroutine), isintent_c, l_not(isdummyroutine)): '    {\"#name#\",-1,{{-1}},0,(char *)#fortranname#,(f2py_init_func)#apiname#,doc_#apiname#},',
+                        l_and(l_not(ismoduleroutine), isdummyroutine): '    {\"#name#\",-1,{{-1}},0,NULL,(f2py_init_func)#apiname#,doc_#apiname#},',
+                        },
+        'need': {l_and(l_not(l_or(ismoduleroutine, isintent_c)), l_not(isdummyroutine)): 'F_FUNC'},
+        'callfortranroutine': [
+            {debugcapi: [
+                """    fprintf(stderr,\"debug-capi:Fortran subroutine `#fortranname#(#callfortran#)\'\\n\");"""]},
+            {hasexternals: """\
+        if (#setjmpbuf#) {
+            f2py_success = 0;
+        } else {"""},
+            {isthreadsafe: '            Py_BEGIN_ALLOW_THREADS'},
+            {hascallstatement: '''                #callstatement#;
+                /*(*f2py_func)(#callfortran#);*/'''},
+            {l_not(l_or(hascallstatement, isdummyroutine))
+                   : '                (*f2py_func)(#callfortran#);'},
+            {isthreadsafe: '            Py_END_ALLOW_THREADS'},
+            {hasexternals: """        }"""}
+        ],
+        '_check': l_and(issubroutine, l_not(issubroutine_wrap)),
+    }, {  # Wrapped function
+        'functype': 'void',
+        'declfortranroutine': {l_not(l_or(ismoduleroutine, isdummyroutine)): 'extern void #F_WRAPPEDFUNC#(#name_lower#,#NAME#)(#callprotoargument#);',
+                               isdummyroutine: '',
+                               },
+
+        'routine_def': {l_not(l_or(ismoduleroutine, isdummyroutine)): '    {\"#name#\",-1,{{-1}},0,(char *)#F_WRAPPEDFUNC#(#name_lower#,#NAME#),(f2py_init_func)#apiname#,doc_#apiname#},',
+                        isdummyroutine: '    {\"#name#\",-1,{{-1}},0,NULL,(f2py_init_func)#apiname#,doc_#apiname#},',
+                        },
+        'initf2pywraphook': {l_not(l_or(ismoduleroutine, isdummyroutine)): '''
+    {
+      extern #ctype# #F_FUNC#(#name_lower#,#NAME#)(void);
+      PyObject* o = PyDict_GetItemString(d,"#name#");
+      tmp = F2PyCapsule_FromVoidPtr((void*)#F_FUNC#(#name_lower#,#NAME#),NULL);
+      PyObject_SetAttrString(o,"_cpointer", tmp);
+      Py_DECREF(tmp);
+      s = PyUnicode_FromString("#name#");
+      PyObject_SetAttrString(o,"__name__", s);
+      Py_DECREF(s);
+    }
+    '''},
+        'need': {l_not(l_or(ismoduleroutine, isdummyroutine)): ['F_WRAPPEDFUNC', 'F_FUNC']},
+        'callfortranroutine': [
+            {debugcapi: [
+                """    fprintf(stderr,\"debug-capi:Fortran subroutine `f2pywrap#name_lower#(#callfortran#)\'\\n\");"""]},
+            {hasexternals: """\
+    if (#setjmpbuf#) {
+        f2py_success = 0;
+    } else {"""},
+            {isthreadsafe: '    Py_BEGIN_ALLOW_THREADS'},
+            {l_not(l_or(hascallstatement, isdummyroutine))
+                   : '    (*f2py_func)(#callfortran#);'},
+            {hascallstatement:
+                '    #callstatement#;\n    /*(*f2py_func)(#callfortran#);*/'},
+            {isthreadsafe: '    Py_END_ALLOW_THREADS'},
+            {hasexternals: '    }'}
+        ],
+        '_check': isfunction_wrap,
+    }, {  # Wrapped subroutine
+        'functype': 'void',
+        'declfortranroutine': {l_not(l_or(ismoduleroutine, isdummyroutine)): 'extern void #F_WRAPPEDFUNC#(#name_lower#,#NAME#)(#callprotoargument#);',
+                               isdummyroutine: '',
+                               },
+
+        'routine_def': {l_not(l_or(ismoduleroutine, isdummyroutine)): '    {\"#name#\",-1,{{-1}},0,(char *)#F_WRAPPEDFUNC#(#name_lower#,#NAME#),(f2py_init_func)#apiname#,doc_#apiname#},',
+                        isdummyroutine: '    {\"#name#\",-1,{{-1}},0,NULL,(f2py_init_func)#apiname#,doc_#apiname#},',
+                        },
+        'initf2pywraphook': {l_not(l_or(ismoduleroutine, isdummyroutine)): '''
+    {
+      extern void #F_FUNC#(#name_lower#,#NAME#)(void);
+      PyObject* o = PyDict_GetItemString(d,"#name#");
+      tmp = F2PyCapsule_FromVoidPtr((void*)#F_FUNC#(#name_lower#,#NAME#),NULL);
+      PyObject_SetAttrString(o,"_cpointer", tmp);
+      Py_DECREF(tmp);
+      s = PyUnicode_FromString("#name#");
+      PyObject_SetAttrString(o,"__name__", s);
+      Py_DECREF(s);
+    }
+    '''},
+        'need': {l_not(l_or(ismoduleroutine, isdummyroutine)): ['F_WRAPPEDFUNC', 'F_FUNC']},
+        'callfortranroutine': [
+            {debugcapi: [
+                """    fprintf(stderr,\"debug-capi:Fortran subroutine `f2pywrap#name_lower#(#callfortran#)\'\\n\");"""]},
+            {hasexternals: """\
+    if (#setjmpbuf#) {
+        f2py_success = 0;
+    } else {"""},
+            {isthreadsafe: '    Py_BEGIN_ALLOW_THREADS'},
+            {l_not(l_or(hascallstatement, isdummyroutine))
+                   : '    (*f2py_func)(#callfortran#);'},
+            {hascallstatement:
+                '    #callstatement#;\n    /*(*f2py_func)(#callfortran#);*/'},
+            {isthreadsafe: '    Py_END_ALLOW_THREADS'},
+            {hasexternals: '    }'}
+        ],
+        '_check': issubroutine_wrap,
+    }, {  # Function
+        'functype': '#ctype#',
+        'docreturn': {l_not(isintent_hide): '#rname#,'},
+        'docstrout': '#pydocsignout#',
+        'latexdocstrout': ['\\item[]{{}\\verb@#pydocsignout#@{}}',
+                           {hasresultnote: '--- #resultnote#'}],
+        'callfortranroutine': [{l_and(debugcapi, isstringfunction): """\
+#ifdef USESCOMPAQFORTRAN
+    fprintf(stderr,\"debug-capi:Fortran function #ctype# #fortranname#(#callcompaqfortran#)\\n\");
+#else
+    fprintf(stderr,\"debug-capi:Fortran function #ctype# #fortranname#(#callfortran#)\\n\");
+#endif
+"""},
+                               {l_and(debugcapi, l_not(isstringfunction)): """\
+    fprintf(stderr,\"debug-capi:Fortran function #ctype# #fortranname#(#callfortran#)\\n\");
+"""}
+                               ],
+        '_check': l_and(isfunction, l_not(isfunction_wrap))
+    }, {  # Scalar function
+        'declfortranroutine': {l_and(l_not(l_or(ismoduleroutine, isintent_c)), l_not(isdummyroutine)): 'extern #ctype# #F_FUNC#(#fortranname#,#FORTRANNAME#)(#callprotoargument#);',
+                               l_and(l_not(ismoduleroutine), isintent_c, l_not(isdummyroutine)): 'extern #ctype# #fortranname#(#callprotoargument#);',
+                               isdummyroutine: ''
+                               },
+        'routine_def': {l_and(l_not(l_or(ismoduleroutine, isintent_c)), l_not(isdummyroutine)): '    {\"#name#\",-1,{{-1}},0,(char *)#F_FUNC#(#fortranname#,#FORTRANNAME#),(f2py_init_func)#apiname#,doc_#apiname#},',
+                        l_and(l_not(ismoduleroutine), isintent_c, l_not(isdummyroutine)): '    {\"#name#\",-1,{{-1}},0,(char *)#fortranname#,(f2py_init_func)#apiname#,doc_#apiname#},',
+                        isdummyroutine: '    {\"#name#\",-1,{{-1}},0,NULL,(f2py_init_func)#apiname#,doc_#apiname#},',
+                        },
+        'decl': [{iscomplexfunction_warn: '    #ctype# #name#_return_value={0,0};',
+                  l_not(iscomplexfunction): '    #ctype# #name#_return_value=0;'},
+                 {iscomplexfunction:
+                  '    PyObject *#name#_return_value_capi = Py_None;'}
+                 ],
+        'callfortranroutine': [
+            {hasexternals: """\
+    if (#setjmpbuf#) {
+        f2py_success = 0;
+    } else {"""},
+            {isthreadsafe: '    Py_BEGIN_ALLOW_THREADS'},
+            {hascallstatement: '''    #callstatement#;
+/*    #name#_return_value = (*f2py_func)(#callfortran#);*/
+'''},
+            {l_not(l_or(hascallstatement, isdummyroutine))
+                   : '    #name#_return_value = (*f2py_func)(#callfortran#);'},
+            {isthreadsafe: '    Py_END_ALLOW_THREADS'},
+            {hasexternals: '    }'},
+            {l_and(debugcapi, iscomplexfunction)
+                   : '    fprintf(stderr,"#routdebugshowvalue#\\n",#name#_return_value.r,#name#_return_value.i);'},
+            {l_and(debugcapi, l_not(iscomplexfunction)): '    fprintf(stderr,"#routdebugshowvalue#\\n",#name#_return_value);'}],
+        'pyobjfrom': {iscomplexfunction: '    #name#_return_value_capi = pyobj_from_#ctype#1(#name#_return_value);'},
+        'need': [{l_not(isdummyroutine): 'F_FUNC'},
+                 {iscomplexfunction: 'pyobj_from_#ctype#1'},
+                 {islong_longfunction: 'long_long'},
+                 {islong_doublefunction: 'long_double'}],
+        'returnformat': {l_not(isintent_hide): '#rformat#'},
+        'return': {iscomplexfunction: ',#name#_return_value_capi',
+                   l_not(l_or(iscomplexfunction, isintent_hide)): ',#name#_return_value'},
+        '_check': l_and(isfunction, l_not(isstringfunction), l_not(isfunction_wrap))
+    }, {  # String function # in use for --no-wrap
+        'declfortranroutine': 'extern void #F_FUNC#(#fortranname#,#FORTRANNAME#)(#callprotoargument#);',
+        'routine_def': {l_not(l_or(ismoduleroutine, isintent_c)):
+                        '    {\"#name#\",-1,{{-1}},0,(char *)#F_FUNC#(#fortranname#,#FORTRANNAME#),(f2py_init_func)#apiname#,doc_#apiname#},',
+                        l_and(l_not(ismoduleroutine), isintent_c):
+                        '    {\"#name#\",-1,{{-1}},0,(char *)#fortranname#,(f2py_init_func)#apiname#,doc_#apiname#},'
+                        },
+        'decl': ['    #ctype# #name#_return_value = NULL;',
+                 '    int #name#_return_value_len = 0;'],
+        'callfortran':'#name#_return_value,#name#_return_value_len,',
+        'callfortranroutine':['    #name#_return_value_len = #rlength#;',
+                              '    if ((#name#_return_value = (string)malloc('
+                              + '#name#_return_value_len+1) == NULL) {',
+                              '        PyErr_SetString(PyExc_MemoryError, \"out of memory\");',
+                              '        f2py_success = 0;',
+                              '    } else {',
+                              "        (#name#_return_value)[#name#_return_value_len] = '\\0';",
+                              '    }',
+                              '    if (f2py_success) {',
+                              {hasexternals: """\
+        if (#setjmpbuf#) {
+            f2py_success = 0;
+        } else {"""},
+                              {isthreadsafe: '        Py_BEGIN_ALLOW_THREADS'},
+                              """\
+#ifdef USESCOMPAQFORTRAN
+        (*f2py_func)(#callcompaqfortran#);
+#else
+        (*f2py_func)(#callfortran#);
+#endif
+""",
+                              {isthreadsafe: '        Py_END_ALLOW_THREADS'},
+                              {hasexternals: '        }'},
+                              {debugcapi:
+                                  '        fprintf(stderr,"#routdebugshowvalue#\\n",#name#_return_value_len,#name#_return_value);'},
+                              '    } /* if (f2py_success) after (string)malloc */',
+                              ],
+        'returnformat': '#rformat#',
+        'return': ',#name#_return_value',
+        'freemem': '    STRINGFREE(#name#_return_value);',
+        'need': ['F_FUNC', '#ctype#', 'STRINGFREE'],
+        '_check':l_and(isstringfunction, l_not(isfunction_wrap))  # ???obsolete
+    },
+    {  # Debugging
+        'routdebugenter': '    fprintf(stderr,"debug-capi:Python C/API function #modulename#.#name#(#docsignature#)\\n");',
+        'routdebugleave': '    fprintf(stderr,"debug-capi:Python C/API function #modulename#.#name#: successful.\\n");',
+        'routdebugfailure': '    fprintf(stderr,"debug-capi:Python C/API function #modulename#.#name#: failure.\\n");',
+        '_check': debugcapi
+    }
+]
+
+################ Rules for arguments ##################
+
+typedef_need_dict = {islong_long: 'long_long',
+                     islong_double: 'long_double',
+                     islong_complex: 'complex_long_double',
+                     isunsigned_char: 'unsigned_char',
+                     isunsigned_short: 'unsigned_short',
+                     isunsigned: 'unsigned',
+                     isunsigned_long_long: 'unsigned_long_long',
+                     isunsigned_chararray: 'unsigned_char',
+                     isunsigned_shortarray: 'unsigned_short',
+                     isunsigned_long_longarray: 'unsigned_long_long',
+                     issigned_long_longarray: 'long_long',
+                     }
+
+aux_rules = [
+    {
+        'separatorsfor': sepdict
+    },
+    {  # Common
+        'frompyobj': ['    /* Processing auxiliary variable #varname# */',
+                      {debugcapi: '    fprintf(stderr,"#vardebuginfo#\\n");'}, ],
+        'cleanupfrompyobj': '    /* End of cleaning variable #varname# */',
+        'need': typedef_need_dict,
+    },
+    # Scalars (not complex)
+    {  # Common
+        'decl': '    #ctype# #varname# = 0;',
+        'need': {hasinitvalue: 'math.h'},
+        'frompyobj': {hasinitvalue: '    #varname# = #init#;'},
+        '_check': l_and(isscalar, l_not(iscomplex)),
+    },
+    {
+        'return': ',#varname#',
+        'docstrout': '#pydocsignout#',
+        'docreturn': '#outvarname#,',
+        'returnformat': '#varrformat#',
+        '_check': l_and(isscalar, l_not(iscomplex), isintent_out),
+    },
+    # Complex scalars
+    {  # Common
+        'decl': '    #ctype# #varname#;',
+        'frompyobj': {hasinitvalue: '    #varname#.r = #init.r#, #varname#.i = #init.i#;'},
+        '_check': iscomplex
+    },
+    # String
+    {  # Common
+        'decl': ['    #ctype# #varname# = NULL;',
+                 '    int slen(#varname#);',
+                 ],
+        'need':['len..'],
+        '_check':isstring
+    },
+    # Array
+    {  # Common
+        'decl': ['    #ctype# *#varname# = NULL;',
+                 '    npy_intp #varname#_Dims[#rank#] = {#rank*[-1]#};',
+                 '    const int #varname#_Rank = #rank#;',
+                 ],
+        'need':['len..', {hasinitvalue: 'forcomb'}, {hasinitvalue: 'CFUNCSMESS'}],
+        '_check': isarray
+    },
+    # Scalararray
+    {  # Common
+        '_check': l_and(isarray, l_not(iscomplexarray))
+    }, {  # Not hidden
+        '_check': l_and(isarray, l_not(iscomplexarray), isintent_nothide)
+    },
+    # Integer*1 array
+    {'need': '#ctype#',
+     '_check': isint1array,
+     '_depend': ''
+     },
+    # Integer*-1 array
+    {'need': '#ctype#',
+     '_check': isunsigned_chararray,
+     '_depend': ''
+     },
+    # Integer*-2 array
+    {'need': '#ctype#',
+     '_check': isunsigned_shortarray,
+     '_depend': ''
+     },
+    # Integer*-8 array
+    {'need': '#ctype#',
+     '_check': isunsigned_long_longarray,
+     '_depend': ''
+     },
+    # Complexarray
+    {'need': '#ctype#',
+     '_check': iscomplexarray,
+     '_depend': ''
+     },
+    # Stringarray
+    {
+        'callfortranappend': {isarrayofstrings: 'flen(#varname#),'},
+        'need': 'string',
+        '_check': isstringarray
+    }
+]
+
+arg_rules = [
+    {
+        'separatorsfor': sepdict
+    },
+    {  # Common
+        'frompyobj': ['    /* Processing variable #varname# */',
+                      {debugcapi: '    fprintf(stderr,"#vardebuginfo#\\n");'}, ],
+        'cleanupfrompyobj': '    /* End of cleaning variable #varname# */',
+        '_depend': '',
+        'need': typedef_need_dict,
+    },
+    # Doc signatures
+    {
+        'docstropt': {l_and(isoptional, isintent_nothide): '#pydocsign#'},
+        'docstrreq': {l_and(isrequired, isintent_nothide): '#pydocsign#'},
+        'docstrout': {isintent_out: '#pydocsignout#'},
+        'latexdocstropt': {l_and(isoptional, isintent_nothide): ['\\item[]{{}\\verb@#pydocsign#@{}}',
+                                                                 {hasnote: '--- #note#'}]},
+        'latexdocstrreq': {l_and(isrequired, isintent_nothide): ['\\item[]{{}\\verb@#pydocsign#@{}}',
+                                                                 {hasnote: '--- #note#'}]},
+        'latexdocstrout': {isintent_out: ['\\item[]{{}\\verb@#pydocsignout#@{}}',
+                                          {l_and(hasnote, isintent_hide): '--- #note#',
+                                           l_and(hasnote, isintent_nothide): '--- See above.'}]},
+        'depend': ''
+    },
+    # Required/Optional arguments
+    {
+        'kwlist': '"#varname#",',
+        'docsign': '#varname#,',
+        '_check': l_and(isintent_nothide, l_not(isoptional))
+    },
+    {
+        'kwlistopt': '"#varname#",',
+        'docsignopt': '#varname#=#showinit#,',
+        'docsignoptshort': '#varname#,',
+        '_check': l_and(isintent_nothide, isoptional)
+    },
+    # Docstring/BuildValue
+    {
+        'docreturn': '#outvarname#,',
+        'returnformat': '#varrformat#',
+        '_check': isintent_out
+    },
+    # Externals (call-back functions)
+    {  # Common
+        'docsignxa': {isintent_nothide: '#varname#_extra_args=(),'},
+        'docsignxashort': {isintent_nothide: '#varname#_extra_args,'},
+        'docstropt': {isintent_nothide: '#varname#_extra_args : input tuple, optional\\n    Default: ()'},
+        'docstrcbs': '#cbdocstr#',
+        'latexdocstrcbs': '\\item[] #cblatexdocstr#',
+        'latexdocstropt': {isintent_nothide: '\\item[]{{}\\verb@#varname#_extra_args := () input tuple@{}} --- Extra arguments for call-back function {{}\\verb@#varname#@{}}.'},
+        'decl': ['    #cbname#_t #varname#_cb = { Py_None, NULL, 0 };',
+                 '    #cbname#_t *#varname#_cb_ptr = &#varname#_cb;',
+                 '    PyTupleObject *#varname#_xa_capi = NULL;',
+                 {l_not(isintent_callback):
+                  '    #cbname#_typedef #varname#_cptr;'}
+                 ],
+        'kwlistxa': {isintent_nothide: '"#varname#_extra_args",'},
+        'argformat': {isrequired: 'O'},
+        'keyformat': {isoptional: 'O'},
+        'xaformat': {isintent_nothide: 'O!'},
+        'args_capi': {isrequired: ',&#varname#_cb.capi'},
+        'keys_capi': {isoptional: ',&#varname#_cb.capi'},
+        'keys_xa': ',&PyTuple_Type,&#varname#_xa_capi',
+        'setjmpbuf': '(setjmp(#varname#_cb.jmpbuf))',
+        'callfortran': {l_not(isintent_callback): '#varname#_cptr,'},
+        'need': ['#cbname#', 'setjmp.h'],
+        '_check':isexternal
+    },
+    {
+        'frompyobj': [{l_not(isintent_callback): """\
+if(F2PyCapsule_Check(#varname#_cb.capi)) {
+  #varname#_cptr = F2PyCapsule_AsVoidPtr(#varname#_cb.capi);
+} else {
+  #varname#_cptr = #cbname#;
+}
+"""}, {isintent_callback: """\
+if (#varname#_cb.capi==Py_None) {
+  #varname#_cb.capi = PyObject_GetAttrString(#modulename#_module,\"#varname#\");
+  if (#varname#_cb.capi) {
+    if (#varname#_xa_capi==NULL) {
+      if (PyObject_HasAttrString(#modulename#_module,\"#varname#_extra_args\")) {
+        PyObject* capi_tmp = PyObject_GetAttrString(#modulename#_module,\"#varname#_extra_args\");
+        if (capi_tmp) {
+          #varname#_xa_capi = (PyTupleObject *)PySequence_Tuple(capi_tmp);
+          Py_DECREF(capi_tmp);
+        }
+        else {
+          #varname#_xa_capi = (PyTupleObject *)Py_BuildValue(\"()\");
+        }
+        if (#varname#_xa_capi==NULL) {
+          PyErr_SetString(#modulename#_error,\"Failed to convert #modulename#.#varname#_extra_args to tuple.\\n\");
+          return NULL;
+        }
+      }
+    }
+  }
+  if (#varname#_cb.capi==NULL) {
+    PyErr_SetString(#modulename#_error,\"Callback #varname# not defined (as an argument or module #modulename# attribute).\\n\");
+    return NULL;
+  }
+}
+"""},
+            """\
+    if (create_cb_arglist(#varname#_cb.capi,#varname#_xa_capi,#maxnofargs#,#nofoptargs#,&#varname#_cb.nofargs,&#varname#_cb.args_capi,\"failed in processing argument list for call-back #varname#.\")) {
+""",
+            {debugcapi: ["""\
+        fprintf(stderr,\"debug-capi:Assuming %d arguments; at most #maxnofargs#(-#nofoptargs#) is expected.\\n\",#varname#_cb.nofargs);
+        CFUNCSMESSPY(\"for #varname#=\",#varname#_cb.capi);""",
+                         {l_not(isintent_callback): """        fprintf(stderr,\"#vardebugshowvalue# (call-back in C).\\n\",#cbname#);"""}]},
+            """\
+        CFUNCSMESS(\"Saving callback variables for `#varname#`.\\n\");
+        #varname#_cb_ptr = swap_active_#cbname#(#varname#_cb_ptr);""",
+        ],
+        'cleanupfrompyobj':
+        """\
+        CFUNCSMESS(\"Restoring callback variables for `#varname#`.\\n\");
+        #varname#_cb_ptr = swap_active_#cbname#(#varname#_cb_ptr);
+        Py_DECREF(#varname#_cb.args_capi);
+    }""",
+        'need': ['SWAP', 'create_cb_arglist'],
+        '_check':isexternal,
+        '_depend':''
+    },
+    # Scalars (not complex)
+    {  # Common
+        'decl': '    #ctype# #varname# = 0;',
+        'pyobjfrom': {debugcapi: '    fprintf(stderr,"#vardebugshowvalue#\\n",#varname#);'},
+        'callfortran': {isintent_c: '#varname#,', l_not(isintent_c): '&#varname#,'},
+        'return': {isintent_out: ',#varname#'},
+        '_check': l_and(isscalar, l_not(iscomplex))
+    }, {
+        'need': {hasinitvalue: 'math.h'},
+        '_check': l_and(isscalar, l_not(iscomplex)),
+    }, {  # Not hidden
+        'decl': '    PyObject *#varname#_capi = Py_None;',
+        'argformat': {isrequired: 'O'},
+        'keyformat': {isoptional: 'O'},
+        'args_capi': {isrequired: ',&#varname#_capi'},
+        'keys_capi': {isoptional: ',&#varname#_capi'},
+        'pyobjfrom': {isintent_inout: """\
+    f2py_success = try_pyarr_from_#ctype#(#varname#_capi,&#varname#);
+    if (f2py_success) {"""},
+        'closepyobjfrom': {isintent_inout: "    } /*if (f2py_success) of #varname# pyobjfrom*/"},
+        'need': {isintent_inout: 'try_pyarr_from_#ctype#'},
+        '_check': l_and(isscalar, l_not(iscomplex), isintent_nothide)
+    }, {
+        'frompyobj': [
+            # hasinitvalue...
+            #   if pyobj is None:
+            #     varname = init
+            #   else
+            #     from_pyobj(varname)
+            #
+            # isoptional and noinitvalue...
+            #   if pyobj is not None:
+            #     from_pyobj(varname)
+            #   else:
+            #     varname is uninitialized
+            #
+            # ...
+            #   from_pyobj(varname)
+            #
+            {hasinitvalue: '    if (#varname#_capi == Py_None) #varname# = #init#; else',
+             '_depend': ''},
+            {l_and(isoptional, l_not(hasinitvalue)): '    if (#varname#_capi != Py_None)',
+             '_depend': ''},
+            {l_not(islogical): '''\
+        f2py_success = #ctype#_from_pyobj(&#varname#,#varname#_capi,"#pyname#() #nth# (#varname#) can\'t be converted to #ctype#");
+    if (f2py_success) {'''},
+            {islogical: '''\
+        #varname# = (#ctype#)PyObject_IsTrue(#varname#_capi);
+        f2py_success = 1;
+    if (f2py_success) {'''},
+        ],
+        'cleanupfrompyobj': '    } /*if (f2py_success) of #varname#*/',
+        'need': {l_not(islogical): '#ctype#_from_pyobj'},
+        '_check': l_and(isscalar, l_not(iscomplex), isintent_nothide),
+        '_depend': ''
+    }, {  # Hidden
+        'frompyobj': {hasinitvalue: '    #varname# = #init#;'},
+        'need': typedef_need_dict,
+        '_check': l_and(isscalar, l_not(iscomplex), isintent_hide),
+        '_depend': ''
+    }, {  # Common
+        'frompyobj': {debugcapi: '    fprintf(stderr,"#vardebugshowvalue#\\n",#varname#);'},
+        '_check': l_and(isscalar, l_not(iscomplex)),
+        '_depend': ''
+    },
+    # Complex scalars
+    {  # Common
+        'decl': '    #ctype# #varname#;',
+        'callfortran': {isintent_c: '#varname#,', l_not(isintent_c): '&#varname#,'},
+        'pyobjfrom': {debugcapi: '    fprintf(stderr,"#vardebugshowvalue#\\n",#varname#.r,#varname#.i);'},
+        'return': {isintent_out: ',#varname#_capi'},
+        '_check': iscomplex
+    }, {  # Not hidden
+        'decl': '    PyObject *#varname#_capi = Py_None;',
+        'argformat': {isrequired: 'O'},
+        'keyformat': {isoptional: 'O'},
+        'args_capi': {isrequired: ',&#varname#_capi'},
+        'keys_capi': {isoptional: ',&#varname#_capi'},
+        'need': {isintent_inout: 'try_pyarr_from_#ctype#'},
+        'pyobjfrom': {isintent_inout: """\
+        f2py_success = try_pyarr_from_#ctype#(#varname#_capi,&#varname#);
+        if (f2py_success) {"""},
+        'closepyobjfrom': {isintent_inout: "        } /*if (f2py_success) of #varname# pyobjfrom*/"},
+        '_check': l_and(iscomplex, isintent_nothide)
+    }, {
+        'frompyobj': [{hasinitvalue: '    if (#varname#_capi==Py_None) {#varname#.r = #init.r#, #varname#.i = #init.i#;} else'},
+                      {l_and(isoptional, l_not(hasinitvalue))
+                             : '    if (#varname#_capi != Py_None)'},
+                      '        f2py_success = #ctype#_from_pyobj(&#varname#,#varname#_capi,"#pyname#() #nth# (#varname#) can\'t be converted to #ctype#");'
+                      '\n    if (f2py_success) {'],
+        'cleanupfrompyobj': '    }  /*if (f2py_success) of #varname# frompyobj*/',
+        'need': ['#ctype#_from_pyobj'],
+        '_check': l_and(iscomplex, isintent_nothide),
+        '_depend': ''
+    }, {  # Hidden
+        'decl': {isintent_out: '    PyObject *#varname#_capi = Py_None;'},
+        '_check': l_and(iscomplex, isintent_hide)
+    }, {
+        'frompyobj': {hasinitvalue: '    #varname#.r = #init.r#, #varname#.i = #init.i#;'},
+        '_check': l_and(iscomplex, isintent_hide),
+        '_depend': ''
+    }, {  # Common
+        'pyobjfrom': {isintent_out: '    #varname#_capi = pyobj_from_#ctype#1(#varname#);'},
+        'need': ['pyobj_from_#ctype#1'],
+        '_check': iscomplex
+    }, {
+        'frompyobj': {debugcapi: '    fprintf(stderr,"#vardebugshowvalue#\\n",#varname#.r,#varname#.i);'},
+        '_check': iscomplex,
+        '_depend': ''
+    },
+    # String
+    {  # Common
+        'decl': ['    #ctype# #varname# = NULL;',
+                 '    int slen(#varname#);',
+                 '    PyObject *#varname#_capi = Py_None;'],
+        'callfortran':'#varname#,',
+        'callfortranappend':'slen(#varname#),',
+        'pyobjfrom':[
+            {debugcapi:
+             '    fprintf(stderr,'
+             '"#vardebugshowvalue#\\n",slen(#varname#),#varname#);'},
+            # The trailing null value for Fortran is blank.
+            {l_and(isintent_out, l_not(isintent_c)):
+             "        STRINGPADN(#varname#, slen(#varname#), ' ', '\\0');"},
+        ],
+        'return': {isintent_out: ',#varname#'},
+        'need': ['len..',
+                 {l_and(isintent_out, l_not(isintent_c)): 'STRINGPADN'}],
+        '_check':isstring
+    }, {  # Common
+        'frompyobj': [
+            """\
+    slen(#varname#) = #length#;
+    f2py_success = #ctype#_from_pyobj(&#varname#,&slen(#varname#),#init#,"""
+"""#varname#_capi,\"#ctype#_from_pyobj failed in converting #nth#"""
+"""`#varname#\' of #pyname# to C #ctype#\");
+    if (f2py_success) {""",
+            # The trailing null value for Fortran is blank.
+            {l_not(isintent_c):
+             "        STRINGPADN(#varname#, slen(#varname#), '\\0', ' ');"},
+        ],
+        'cleanupfrompyobj': """\
+        STRINGFREE(#varname#);
+    }  /*if (f2py_success) of #varname#*/""",
+        'need': ['#ctype#_from_pyobj', 'len..', 'STRINGFREE',
+                 {l_not(isintent_c): 'STRINGPADN'}],
+        '_check':isstring,
+        '_depend':''
+    }, {  # Not hidden
+        'argformat': {isrequired: 'O'},
+        'keyformat': {isoptional: 'O'},
+        'args_capi': {isrequired: ',&#varname#_capi'},
+        'keys_capi': {isoptional: ',&#varname#_capi'},
+        'pyobjfrom': [
+            {l_and(isintent_inout, l_not(isintent_c)):
+             "        STRINGPADN(#varname#, slen(#varname#), ' ', '\\0');"},
+            {isintent_inout: '''\
+    f2py_success = try_pyarr_from_#ctype#(#varname#_capi, #varname#,
+                                          slen(#varname#));
+    if (f2py_success) {'''}],
+        'closepyobjfrom': {isintent_inout: '    } /*if (f2py_success) of #varname# pyobjfrom*/'},
+        'need': {isintent_inout: 'try_pyarr_from_#ctype#',
+                 l_and(isintent_inout, l_not(isintent_c)): 'STRINGPADN'},
+        '_check': l_and(isstring, isintent_nothide)
+    }, {  # Hidden
+        '_check': l_and(isstring, isintent_hide)
+    }, {
+        'frompyobj': {debugcapi: '    fprintf(stderr,"#vardebugshowvalue#\\n",slen(#varname#),#varname#);'},
+        '_check': isstring,
+        '_depend': ''
+    },
+    # Array
+    {  # Common
+        'decl': ['    #ctype# *#varname# = NULL;',
+                 '    npy_intp #varname#_Dims[#rank#] = {#rank*[-1]#};',
+                 '    const int #varname#_Rank = #rank#;',
+                 '    PyArrayObject *capi_#varname#_tmp = NULL;',
+                 '    int capi_#varname#_intent = 0;',
+                 ],
+        'callfortran':'#varname#,',
+        'return':{isintent_out: ',capi_#varname#_tmp'},
+        'need': 'len..',
+        '_check': isarray
+    }, {  # intent(overwrite) array
+        'decl': '    int capi_overwrite_#varname# = 1;',
+        'kwlistxa': '"overwrite_#varname#",',
+        'xaformat': 'i',
+        'keys_xa': ',&capi_overwrite_#varname#',
+        'docsignxa': 'overwrite_#varname#=1,',
+        'docsignxashort': 'overwrite_#varname#,',
+        'docstropt': 'overwrite_#varname# : input int, optional\\n    Default: 1',
+        '_check': l_and(isarray, isintent_overwrite),
+    }, {
+        'frompyobj': '    capi_#varname#_intent |= (capi_overwrite_#varname#?0:F2PY_INTENT_COPY);',
+        '_check': l_and(isarray, isintent_overwrite),
+        '_depend': '',
+    },
+    {  # intent(copy) array
+        'decl': '    int capi_overwrite_#varname# = 0;',
+        'kwlistxa': '"overwrite_#varname#",',
+        'xaformat': 'i',
+        'keys_xa': ',&capi_overwrite_#varname#',
+        'docsignxa': 'overwrite_#varname#=0,',
+        'docsignxashort': 'overwrite_#varname#,',
+        'docstropt': 'overwrite_#varname# : input int, optional\\n    Default: 0',
+        '_check': l_and(isarray, isintent_copy),
+    }, {
+        'frompyobj': '    capi_#varname#_intent |= (capi_overwrite_#varname#?0:F2PY_INTENT_COPY);',
+        '_check': l_and(isarray, isintent_copy),
+        '_depend': '',
+    }, {
+        'need': [{hasinitvalue: 'forcomb'}, {hasinitvalue: 'CFUNCSMESS'}],
+        '_check': isarray,
+        '_depend': ''
+    }, {  # Not hidden
+        'decl': '    PyObject *#varname#_capi = Py_None;',
+        'argformat': {isrequired: 'O'},
+        'keyformat': {isoptional: 'O'},
+        'args_capi': {isrequired: ',&#varname#_capi'},
+        'keys_capi': {isoptional: ',&#varname#_capi'},
+        '_check': l_and(isarray, isintent_nothide)
+    }, {
+        'frompyobj': ['    #setdims#;',
+                      '    capi_#varname#_intent |= #intent#;',
+                      {isintent_hide:
+                       '    capi_#varname#_tmp = array_from_pyobj(#atype#,#varname#_Dims,#varname#_Rank,capi_#varname#_intent,Py_None);'},
+                      {isintent_nothide:
+                       '    capi_#varname#_tmp = array_from_pyobj(#atype#,#varname#_Dims,#varname#_Rank,capi_#varname#_intent,#varname#_capi);'},
+                      """\
+    if (capi_#varname#_tmp == NULL) {
+        PyObject *exc, *val, *tb;
+        PyErr_Fetch(&exc, &val, &tb);
+        PyErr_SetString(exc ? exc : #modulename#_error,\"failed in converting #nth# `#varname#\' of #pyname# to C/Fortran array\" );
+        npy_PyErr_ChainExceptionsCause(exc, val, tb);
+    } else {
+        #varname# = (#ctype# *)(PyArray_DATA(capi_#varname#_tmp));
+""",
+                      {hasinitvalue: [
+                          {isintent_nothide:
+                              '    if (#varname#_capi == Py_None) {'},
+                          {isintent_hide: '    {'},
+                          {iscomplexarray: '        #ctype# capi_c;'},
+                          """\
+        int *_i,capi_i=0;
+        CFUNCSMESS(\"#name#: Initializing #varname#=#init#\\n\");
+        if (initforcomb(PyArray_DIMS(capi_#varname#_tmp),PyArray_NDIM(capi_#varname#_tmp),1)) {
+            while ((_i = nextforcomb()))
+                #varname#[capi_i++] = #init#; /* fortran way */
+        } else {
+            PyObject *exc, *val, *tb;
+            PyErr_Fetch(&exc, &val, &tb);
+            PyErr_SetString(exc ? exc : #modulename#_error,\"Initialization of #nth# #varname# failed (initforcomb).\");
+            npy_PyErr_ChainExceptionsCause(exc, val, tb);
+            f2py_success = 0;
+        }
+    }
+    if (f2py_success) {"""]},
+                      ],
+        'cleanupfrompyobj': [  # note that this list will be reversed
+            '    }  /*if (capi_#varname#_tmp == NULL) ... else of #varname#*/',
+            {l_not(l_or(isintent_out, isintent_hide)): """\
+    if((PyObject *)capi_#varname#_tmp!=#varname#_capi) {
+        Py_XDECREF(capi_#varname#_tmp); }"""},
+            {l_and(isintent_hide, l_not(isintent_out))
+                   : """        Py_XDECREF(capi_#varname#_tmp);"""},
+            {hasinitvalue: '    }  /*if (f2py_success) of #varname# init*/'},
+        ],
+        '_check': isarray,
+        '_depend': ''
+    },
+    # Scalararray
+    {  # Common
+        '_check': l_and(isarray, l_not(iscomplexarray))
+    }, {  # Not hidden
+        '_check': l_and(isarray, l_not(iscomplexarray), isintent_nothide)
+    },
+    # Integer*1 array
+    {'need': '#ctype#',
+     '_check': isint1array,
+     '_depend': ''
+     },
+    # Integer*-1 array
+    {'need': '#ctype#',
+     '_check': isunsigned_chararray,
+     '_depend': ''
+     },
+    # Integer*-2 array
+    {'need': '#ctype#',
+     '_check': isunsigned_shortarray,
+     '_depend': ''
+     },
+    # Integer*-8 array
+    {'need': '#ctype#',
+     '_check': isunsigned_long_longarray,
+     '_depend': ''
+     },
+    # Complexarray
+    {'need': '#ctype#',
+     '_check': iscomplexarray,
+     '_depend': ''
+     },
+    # Stringarray
+    {
+        'callfortranappend': {isarrayofstrings: 'flen(#varname#),'},
+        'need': 'string',
+        '_check': isstringarray
+    }
+]
+
+################# Rules for checking ###############
+
+check_rules = [
+    {
+        'frompyobj': {debugcapi: '    fprintf(stderr,\"debug-capi:Checking `#check#\'\\n\");'},
+        'need': 'len..'
+    }, {
+        'frompyobj': '    CHECKSCALAR(#check#,\"#check#\",\"#nth# #varname#\",\"#varshowvalue#\",#varname#) {',
+        'cleanupfrompyobj': '    } /*CHECKSCALAR(#check#)*/',
+        'need': 'CHECKSCALAR',
+        '_check': l_and(isscalar, l_not(iscomplex)),
+        '_break': ''
+    }, {
+        'frompyobj': '    CHECKSTRING(#check#,\"#check#\",\"#nth# #varname#\",\"#varshowvalue#\",#varname#) {',
+        'cleanupfrompyobj': '    } /*CHECKSTRING(#check#)*/',
+        'need': 'CHECKSTRING',
+        '_check': isstring,
+        '_break': ''
+    }, {
+        'need': 'CHECKARRAY',
+        'frompyobj': '    CHECKARRAY(#check#,\"#check#\",\"#nth# #varname#\") {',
+        'cleanupfrompyobj': '    } /*CHECKARRAY(#check#)*/',
+        '_check': isarray,
+        '_break': ''
+    }, {
+        'need': 'CHECKGENERIC',
+        'frompyobj': '    CHECKGENERIC(#check#,\"#check#\",\"#nth# #varname#\") {',
+        'cleanupfrompyobj': '    } /*CHECKGENERIC(#check#)*/',
+    }
+]
+
+########## Applying the rules. No need to modify what follows #############
+
+#################### Build C/API module #######################
+
+
+def buildmodule(m, um):
+    """
+    Return
+    """
+    outmess('    Building module "%s"...\n' % (m['name']))
+    ret = {}
+    mod_rules = defmod_rules[:]
+    vrd = capi_maps.modsign2map(m)
+    rd = dictappend({'f2py_version': f2py_version}, vrd)
+    funcwrappers = []
+    funcwrappers2 = []  # F90 codes
+    for n in m['interfaced']:
+        nb = None
+        for bi in m['body']:
+            if bi['block'] not in ['interface', 'abstract interface']:
+                errmess('buildmodule: Expected interface block. Skipping.\n')
+                continue
+            for b in bi['body']:
+                if b['name'] == n:
+                    nb = b
+                    break
+
+        if not nb:
+            print(
+                'buildmodule: Could not find the body of interfaced routine "%s". Skipping.\n' % (n), file=sys.stderr)
+            continue
+        nb_list = [nb]
+        if 'entry' in nb:
+            for k, a in nb['entry'].items():
+                nb1 = copy.deepcopy(nb)
+                del nb1['entry']
+                nb1['name'] = k
+                nb1['args'] = a
+                nb_list.append(nb1)
+        for nb in nb_list:
+            # requiresf90wrapper must be called before buildapi as it
+            # rewrites assumed shape arrays as automatic arrays.
+            isf90 = requiresf90wrapper(nb)
+            # options is in scope here
+            if options['emptygen']:
+                b_path = options['buildpath']
+                m_name = vrd['modulename']
+                outmess('    Generating possibly empty wrappers"\n')
+                Path(f"{b_path}/{vrd['coutput']}").touch()
+                if isf90:
+                    # f77 + f90 wrappers
+                    outmess(f'    Maybe empty "{m_name}-f2pywrappers2.f90"\n')
+                    Path(f'{b_path}/{m_name}-f2pywrappers2.f90').touch()
+                    outmess(f'    Maybe empty "{m_name}-f2pywrappers.f"\n')
+                    Path(f'{b_path}/{m_name}-f2pywrappers.f').touch()
+                else:
+                    # only f77 wrappers
+                    outmess(f'    Maybe empty "{m_name}-f2pywrappers.f"\n')
+                    Path(f'{b_path}/{m_name}-f2pywrappers.f').touch()
+            api, wrap = buildapi(nb)
+            if wrap:
+                if isf90:
+                    funcwrappers2.append(wrap)
+                else:
+                    funcwrappers.append(wrap)
+            ar = applyrules(api, vrd)
+            rd = dictappend(rd, ar)
+
+    # Construct COMMON block support
+    cr, wrap = common_rules.buildhooks(m)
+    if wrap:
+        funcwrappers.append(wrap)
+    ar = applyrules(cr, vrd)
+    rd = dictappend(rd, ar)
+
+    # Construct F90 module support
+    mr, wrap = f90mod_rules.buildhooks(m)
+    if wrap:
+        funcwrappers2.append(wrap)
+    ar = applyrules(mr, vrd)
+    rd = dictappend(rd, ar)
+
+    for u in um:
+        ar = use_rules.buildusevars(u, m['use'][u['name']])
+        rd = dictappend(rd, ar)
+
+    needs = cfuncs.get_needs()
+    # Add mapped definitions
+    needs['typedefs'] += [cvar for cvar in capi_maps.f2cmap_mapped #
+                          if cvar in typedef_need_dict.values()]
+    code = {}
+    for n in needs.keys():
+        code[n] = []
+        for k in needs[n]:
+            c = ''
+            if k in cfuncs.includes0:
+                c = cfuncs.includes0[k]
+            elif k in cfuncs.includes:
+                c = cfuncs.includes[k]
+            elif k in cfuncs.userincludes:
+                c = cfuncs.userincludes[k]
+            elif k in cfuncs.typedefs:
+                c = cfuncs.typedefs[k]
+            elif k in cfuncs.typedefs_generated:
+                c = cfuncs.typedefs_generated[k]
+            elif k in cfuncs.cppmacros:
+                c = cfuncs.cppmacros[k]
+            elif k in cfuncs.cfuncs:
+                c = cfuncs.cfuncs[k]
+            elif k in cfuncs.callbacks:
+                c = cfuncs.callbacks[k]
+            elif k in cfuncs.f90modhooks:
+                c = cfuncs.f90modhooks[k]
+            elif k in cfuncs.commonhooks:
+                c = cfuncs.commonhooks[k]
+            else:
+                errmess('buildmodule: unknown need %s.\n' % (repr(k)))
+                continue
+            code[n].append(c)
+    mod_rules.append(code)
+    for r in mod_rules:
+        if ('_check' in r and r['_check'](m)) or ('_check' not in r):
+            ar = applyrules(r, vrd, m)
+            rd = dictappend(rd, ar)
+    ar = applyrules(module_rules, rd)
+
+    fn = os.path.join(options['buildpath'], vrd['coutput'])
+    ret['csrc'] = fn
+    with open(fn, 'w') as f:
+        f.write(ar['modulebody'].replace('\t', 2 * ' '))
+    outmess('    Wrote C/API module "%s" to file "%s"\n' % (m['name'], fn))
+
+    if options['dorestdoc']:
+        fn = os.path.join(
+            options['buildpath'], vrd['modulename'] + 'module.rest')
+        with open(fn, 'w') as f:
+            f.write('.. -*- rest -*-\n')
+            f.write('\n'.join(ar['restdoc']))
+        outmess('    ReST Documentation is saved to file "%s/%smodule.rest"\n' %
+                (options['buildpath'], vrd['modulename']))
+    if options['dolatexdoc']:
+        fn = os.path.join(
+            options['buildpath'], vrd['modulename'] + 'module.tex')
+        ret['ltx'] = fn
+        with open(fn, 'w') as f:
+            f.write(
+                '%% This file is auto-generated with f2py (version:%s)\n' % (f2py_version))
+            if 'shortlatex' not in options:
+                f.write(
+                    '\\documentclass{article}\n\\usepackage{a4wide}\n\\begin{document}\n\\tableofcontents\n\n')
+                f.write('\n'.join(ar['latexdoc']))
+            if 'shortlatex' not in options:
+                f.write('\\end{document}')
+        outmess('    Documentation is saved to file "%s/%smodule.tex"\n' %
+                (options['buildpath'], vrd['modulename']))
+    if funcwrappers:
+        wn = os.path.join(options['buildpath'], vrd['f2py_wrapper_output'])
+        ret['fsrc'] = wn
+        with open(wn, 'w') as f:
+            f.write('C     -*- fortran -*-\n')
+            f.write(
+                'C     This file is autogenerated with f2py (version:%s)\n' % (f2py_version))
+            f.write(
+                'C     It contains Fortran 77 wrappers to fortran functions.\n')
+            lines = []
+            for l in ('\n\n'.join(funcwrappers) + '\n').split('\n'):
+                if 0 <= l.find('!') < 66:
+                    # don't split comment lines
+                    lines.append(l + '\n')
+                elif l and l[0] == ' ':
+                    while len(l) >= 66:
+                        lines.append(l[:66] + '\n     &')
+                        l = l[66:]
+                    lines.append(l + '\n')
+                else:
+                    lines.append(l + '\n')
+            lines = ''.join(lines).replace('\n     &\n', '\n')
+            f.write(lines)
+        outmess('    Fortran 77 wrappers are saved to "%s"\n' % (wn))
+    if funcwrappers2:
+        wn = os.path.join(
+            options['buildpath'], '%s-f2pywrappers2.f90' % (vrd['modulename']))
+        ret['fsrc'] = wn
+        with open(wn, 'w') as f:
+            f.write('!     -*- f90 -*-\n')
+            f.write(
+                '!     This file is autogenerated with f2py (version:%s)\n' % (f2py_version))
+            f.write(
+                '!     It contains Fortran 90 wrappers to fortran functions.\n')
+            lines = []
+            for l in ('\n\n'.join(funcwrappers2) + '\n').split('\n'):
+                if 0 <= l.find('!') < 72:
+                    # don't split comment lines
+                    lines.append(l + '\n')
+                elif len(l) > 72 and l[0] == ' ':
+                    lines.append(l[:72] + '&\n     &')
+                    l = l[72:]
+                    while len(l) > 66:
+                        lines.append(l[:66] + '&\n     &')
+                        l = l[66:]
+                    lines.append(l + '\n')
+                else:
+                    lines.append(l + '\n')
+            lines = ''.join(lines).replace('\n     &\n', '\n')
+            f.write(lines)
+        outmess('    Fortran 90 wrappers are saved to "%s"\n' % (wn))
+    return ret
+
+################## Build C/API function #############
+
+stnd = {1: 'st', 2: 'nd', 3: 'rd', 4: 'th', 5: 'th',
+        6: 'th', 7: 'th', 8: 'th', 9: 'th', 0: 'th'}
+
+
+def buildapi(rout):
+    rout, wrap = func2subr.assubr(rout)
+    args, depargs = getargs2(rout)
+    capi_maps.depargs = depargs
+    var = rout['vars']
+
+    if ismoduleroutine(rout):
+        outmess('            Constructing wrapper function "%s.%s"...\n' %
+                (rout['modulename'], rout['name']))
+    else:
+        outmess('        Constructing wrapper function "%s"...\n' % (rout['name']))
+    # Routine
+    vrd = capi_maps.routsign2map(rout)
+    rd = dictappend({}, vrd)
+    for r in rout_rules:
+        if ('_check' in r and r['_check'](rout)) or ('_check' not in r):
+            ar = applyrules(r, vrd, rout)
+            rd = dictappend(rd, ar)
+
+    # Args
+    nth, nthk = 0, 0
+    savevrd = {}
+    for a in args:
+        vrd = capi_maps.sign2map(a, var[a])
+        if isintent_aux(var[a]):
+            _rules = aux_rules
+        else:
+            _rules = arg_rules
+            if not isintent_hide(var[a]):
+                if not isoptional(var[a]):
+                    nth = nth + 1
+                    vrd['nth'] = repr(nth) + stnd[nth % 10] + ' argument'
+                else:
+                    nthk = nthk + 1
+                    vrd['nth'] = repr(nthk) + stnd[nthk % 10] + ' keyword'
+            else:
+                vrd['nth'] = 'hidden'
+        savevrd[a] = vrd
+        for r in _rules:
+            if '_depend' in r:
+                continue
+            if ('_check' in r and r['_check'](var[a])) or ('_check' not in r):
+                ar = applyrules(r, vrd, var[a])
+                rd = dictappend(rd, ar)
+                if '_break' in r:
+                    break
+    for a in depargs:
+        if isintent_aux(var[a]):
+            _rules = aux_rules
+        else:
+            _rules = arg_rules
+        vrd = savevrd[a]
+        for r in _rules:
+            if '_depend' not in r:
+                continue
+            if ('_check' in r and r['_check'](var[a])) or ('_check' not in r):
+                ar = applyrules(r, vrd, var[a])
+                rd = dictappend(rd, ar)
+                if '_break' in r:
+                    break
+        if 'check' in var[a]:
+            for c in var[a]['check']:
+                vrd['check'] = c
+                ar = applyrules(check_rules, vrd, var[a])
+                rd = dictappend(rd, ar)
+    if isinstance(rd['cleanupfrompyobj'], list):
+        rd['cleanupfrompyobj'].reverse()
+    if isinstance(rd['closepyobjfrom'], list):
+        rd['closepyobjfrom'].reverse()
+    rd['docsignature'] = stripcomma(replace('#docsign##docsignopt##docsignxa#',
+                                            {'docsign': rd['docsign'],
+                                             'docsignopt': rd['docsignopt'],
+                                             'docsignxa': rd['docsignxa']}))
+    optargs = stripcomma(replace('#docsignopt##docsignxa#',
+                                 {'docsignxa': rd['docsignxashort'],
+                                  'docsignopt': rd['docsignoptshort']}
+                                 ))
+    if optargs == '':
+        rd['docsignatureshort'] = stripcomma(
+            replace('#docsign#', {'docsign': rd['docsign']}))
+    else:
+        rd['docsignatureshort'] = replace('#docsign#[#docsignopt#]',
+                                          {'docsign': rd['docsign'],
+                                           'docsignopt': optargs,
+                                           })
+    rd['latexdocsignatureshort'] = rd['docsignatureshort'].replace('_', '\\_')
+    rd['latexdocsignatureshort'] = rd[
+        'latexdocsignatureshort'].replace(',', ', ')
+    cfs = stripcomma(replace('#callfortran##callfortranappend#', {
+                     'callfortran': rd['callfortran'], 'callfortranappend': rd['callfortranappend']}))
+    if len(rd['callfortranappend']) > 1:
+        rd['callcompaqfortran'] = stripcomma(replace('#callfortran# 0,#callfortranappend#', {
+                                             'callfortran': rd['callfortran'], 'callfortranappend': rd['callfortranappend']}))
+    else:
+        rd['callcompaqfortran'] = cfs
+    rd['callfortran'] = cfs
+    if isinstance(rd['docreturn'], list):
+        rd['docreturn'] = stripcomma(
+            replace('#docreturn#', {'docreturn': rd['docreturn']})) + ' = '
+    rd['docstrsigns'] = []
+    rd['latexdocstrsigns'] = []
+    for k in ['docstrreq', 'docstropt', 'docstrout', 'docstrcbs']:
+        if k in rd and isinstance(rd[k], list):
+            rd['docstrsigns'] = rd['docstrsigns'] + rd[k]
+        k = 'latex' + k
+        if k in rd and isinstance(rd[k], list):
+            rd['latexdocstrsigns'] = rd['latexdocstrsigns'] + rd[k][0:1] +\
+                ['\\begin{description}'] + rd[k][1:] +\
+                ['\\end{description}']
+
+    ar = applyrules(routine_rules, rd)
+    if ismoduleroutine(rout):
+        outmess('              %s\n' % (ar['docshort']))
+    else:
+        outmess('          %s\n' % (ar['docshort']))
+    return ar, wrap
+
+
+#################### EOF rules.py #######################
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/setup.py b/venv/lib/python3.8/site-packages/numpy/f2py/setup.py
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new file mode 120000
index 0000000..7e7b365
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/array_from_pyobj/wrapmodule.c
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/.f2py_f2cmap b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/.f2py_f2cmap
new file mode 120000
index 0000000..b5881e1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/.f2py_f2cmap
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/foo_free.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/foo_free.f90
new file mode 120000
index 0000000..d07e8a1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/foo_free.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/foo_mod.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/foo_mod.f90
new file mode 120000
index 0000000..c2a298b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/foo_mod.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/foo_use.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/foo_use.f90
new file mode 120000
index 0000000..5da88c9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/foo_use.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/precision.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/precision.f90
new file mode 120000
index 0000000..af26931
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/assumed_shape/precision.f90
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new file mode 120000
index 0000000..6dc58fe
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/block_docstring/foo.f
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/callback/foo.f b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/callback/foo.f
new file mode 120000
index 0000000..0c16c7e
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/callback/gh17797.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/callback/gh17797.f90
new file mode 120000
index 0000000..b55961e
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+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/callback/gh17797.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/callback/gh18335.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/callback/gh18335.f90
new file mode 120000
index 0000000..8770104
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/callback/gh18335.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/cli/hi77.f b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/cli/hi77.f
new file mode 120000
index 0000000..d667b9f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/cli/hi77.f
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/cli/hiworld.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/cli/hiworld.f90
new file mode 120000
index 0000000..a07ebe1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/cli/hiworld.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/common/block.f b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/common/block.f
new file mode 120000
index 0000000..a4b1b3a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/common/block.f
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/accesstype.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/accesstype.f90
new file mode 120000
index 0000000..4fc51b6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/accesstype.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/foo_deps.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/foo_deps.f90
new file mode 120000
index 0000000..c4b95e1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/foo_deps.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/gh15035.f b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/gh15035.f
new file mode 120000
index 0000000..dc84212
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/gh15035.f
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/gh17859.f b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/gh17859.f
new file mode 120000
index 0000000..362317f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/gh17859.f
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/gh2848.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/gh2848.f90
new file mode 120000
index 0000000..00e7375
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/gh2848.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/operators.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/operators.f90
new file mode 120000
index 0000000..994f2cd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/operators.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/privatemod.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/privatemod.f90
new file mode 120000
index 0000000..d3cdb65
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/privatemod.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/publicmod.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/publicmod.f90
new file mode 120000
index 0000000..148ce5d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/crackfortran/publicmod.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/f2cmap/.f2py_f2cmap b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/f2cmap/.f2py_f2cmap
new file mode 100644
index 0000000..a4425f8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/f2cmap/.f2py_f2cmap
@@ -0,0 +1 @@
+dict(real=dict(real32='float', real64='double'), integer=dict(int64='long_long'))
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/f2cmap/isoFortranEnvMap.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/f2cmap/isoFortranEnvMap.f90
new file mode 100644
index 0000000..3f0e12c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/f2cmap/isoFortranEnvMap.f90
@@ -0,0 +1,9 @@
+      subroutine func1(n, x, res)
+        use, intrinsic :: iso_fortran_env, only: int64, real64
+        implicit none
+        integer(int64), intent(in) :: n
+        real(real64), intent(in) :: x(n)
+        real(real64), intent(out) :: res
+Cf2py   intent(hide) :: n
+        res = sum(x)
+      end
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/kind/foo.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/kind/foo.f90
new file mode 120000
index 0000000..0345307
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/kind/foo.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/mixed/foo.f b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/mixed/foo.f
new file mode 120000
index 0000000..e252f99
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/mixed/foo.f
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/mixed/foo_fixed.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/mixed/foo_fixed.f90
new file mode 120000
index 0000000..768b926
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/mixed/foo_fixed.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/mixed/foo_free.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/mixed/foo_free.f90
new file mode 120000
index 0000000..66c06b9
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/module_data/mod.mod b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/module_data/mod.mod
new file mode 120000
index 0000000..c34f164
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/module_data/mod.mod
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/module_data/module_data_docstring.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/module_data/module_data_docstring.f90
new file mode 120000
index 0000000..9cbd861
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/module_data/module_data_docstring.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/negative_bounds/issue_20853.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/negative_bounds/issue_20853.f90
new file mode 120000
index 0000000..7f15b58
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/negative_bounds/issue_20853.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/parameter/constant_both.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/parameter/constant_both.f90
new file mode 120000
index 0000000..b35d704
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/parameter/constant_compound.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/parameter/constant_compound.f90
new file mode 120000
index 0000000..6fccb1c
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/parameter/constant_integer.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/parameter/constant_integer.f90
new file mode 120000
index 0000000..48e52e9
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/parameter/constant_non_compound.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/parameter/constant_non_compound.f90
new file mode 120000
index 0000000..0f121c6
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/parameter/constant_real.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/parameter/constant_real.f90
new file mode 120000
index 0000000..58b09cd
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/quoted_character/foo.f b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/quoted_character/foo.f
new file mode 120000
index 0000000..feb85b4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/quoted_character/foo.f
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/regression/inout.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/regression/inout.f90
new file mode 120000
index 0000000..5893017
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/regression/inout.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_character/foo77.f b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_character/foo77.f
new file mode 120000
index 0000000..a379b89
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_character/foo90.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_character/foo90.f90
new file mode 120000
index 0000000..e169c25
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_character/foo90.f90
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/50/b7/04/4c312dee05c74739ac3213ec186e28de51ab731f85105689b0f1852b20
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_complex/foo77.f b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_complex/foo77.f
new file mode 120000
index 0000000..8b6b2ae
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_complex/foo77.f
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f0/40/91/2647d7f36a05bc658a6c8ac2bca8dfe504100a5c78b1212fb1b901e80f
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_complex/foo90.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_complex/foo90.f90
new file mode 120000
index 0000000..793bd33
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_complex/foo90.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_integer/foo77.f b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_integer/foo77.f
new file mode 120000
index 0000000..e06ba93
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_integer/foo77.f
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_integer/foo90.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_integer/foo90.f90
new file mode 120000
index 0000000..64c9b3b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_integer/foo90.f90
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+/home/runner/.cache/pip/pool/6f/3c/5b/62da1f8af191607df902783d49c9db36c54444df3eeae6f9f9e23e2c64
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_logical/foo77.f b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_logical/foo77.f
new file mode 120000
index 0000000..2887fe2
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_logical/foo90.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_logical/foo90.f90
new file mode 120000
index 0000000..9929820
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_real/foo77.f b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_real/foo77.f
new file mode 120000
index 0000000..67a9652
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+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_real/foo77.f
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_real/foo90.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_real/foo90.f90
new file mode 120000
index 0000000..3a4ff8f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/return_real/foo90.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/size/foo.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/size/foo.f90
new file mode 120000
index 0000000..2d6368f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/size/foo.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/string/char.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/string/char.f90
new file mode 120000
index 0000000..dbf2c17
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/string/char.f90
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/string/fixed_string.f90 b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/string/fixed_string.f90
new file mode 120000
index 0000000..1763577
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/string/fixed_string.f90
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e6/7e/88/92e01214a8182025d8f5fa02568aa775f018d004191442bc2fc0110463
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/string/string.f b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/string/string.f
new file mode 120000
index 0000000..d7a5382
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/src/string/string.f
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_abstract_interface.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_abstract_interface.py
new file mode 120000
index 0000000..d94021c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_abstract_interface.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_array_from_pyobj.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_array_from_pyobj.py
new file mode 120000
index 0000000..7d515d5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_array_from_pyobj.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_assumed_shape.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_assumed_shape.py
new file mode 120000
index 0000000..933708d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_assumed_shape.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_block_docstring.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_block_docstring.py
new file mode 120000
index 0000000..deca27e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_block_docstring.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_callback.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_callback.py
new file mode 120000
index 0000000..742d2ce
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_callback.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_common.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_common.py
new file mode 120000
index 0000000..0a7bbe7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_common.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_compile_function.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_compile_function.py
new file mode 120000
index 0000000..dfbd964
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_compile_function.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_crackfortran.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_crackfortran.py
new file mode 120000
index 0000000..e0a5e4c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_crackfortran.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f9/28/40/539054f9e04021d4ebe4f73af7d391ed34ad907cfb4484225031143346
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_f2cmap.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_f2cmap.py
new file mode 100644
index 0000000..d2967e4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_f2cmap.py
@@ -0,0 +1,15 @@
+from . import util
+import numpy as np
+
+class TestF2Cmap(util.F2PyTest):
+    sources = [
+        util.getpath("tests", "src", "f2cmap", "isoFortranEnvMap.f90"),
+        util.getpath("tests", "src", "f2cmap", ".f2py_f2cmap")
+    ]
+
+    # gh-15095
+    def test_long_long_map(self):
+        inp = np.ones(3)
+        out = self.module.func1(inp)
+        exp_out = 3
+        assert out == exp_out
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_f2py2e.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_f2py2e.py
new file mode 120000
index 0000000..7555bd4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_f2py2e.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/07/49/cb/e2e2fc930aa80e9324babe63ba89549eced1a154ae9f4ce1db4996ea19
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_kind.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_kind.py
new file mode 120000
index 0000000..e940a3f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_kind.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_mixed.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_mixed.py
new file mode 120000
index 0000000..7c90acc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_mixed.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_module_doc.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_module_doc.py
new file mode 120000
index 0000000..7ef5da1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_module_doc.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_parameter.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_parameter.py
new file mode 120000
index 0000000..e4d4d10
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_parameter.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_quoted_character.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_quoted_character.py
new file mode 120000
index 0000000..92c3fa2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_quoted_character.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/72/98/cc/76b1f08a69e4a0991777f5bf152961e37a16cad639547c925bda2c90ee
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_regression.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_regression.py
new file mode 120000
index 0000000..675491c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_regression.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_character.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_character.py
new file mode 120000
index 0000000..9861ef8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_character.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_complex.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_complex.py
new file mode 120000
index 0000000..bbd6ea7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_complex.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_integer.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_integer.py
new file mode 120000
index 0000000..0ab28c9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_integer.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_logical.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_logical.py
new file mode 120000
index 0000000..3f59c5c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_logical.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_real.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_real.py
new file mode 120000
index 0000000..d1b84fd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_return_real.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d3/7c/42/41f49429403ba617f40a98e1b23ca80fd0826cbc93934c3449d5a192f0
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_semicolon_split.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_semicolon_split.py
new file mode 120000
index 0000000..fe18817
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_semicolon_split.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fc/c7/6c/8bce25112d7ca4f8e5f49f90b1b1adb55e2d3c516366f26f7a335ca8f7
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_size.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_size.py
new file mode 120000
index 0000000..959b306
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_size.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ab/a6/2a/42f732a9d5c97966c68a34e209bc72106dc490f72f4fc025016e9108ca
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_string.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_string.py
new file mode 120000
index 0000000..56dd771
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_string.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e7/16/4e/7dd45ea079c8774f79d177e6b5f76e3cf7c16ed324cc1a1732dca0bcc9
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diff --git a/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_symbolic.py b/venv/lib/python3.8/site-packages/numpy/f2py/tests/test_symbolic.py
new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/numpy/lib/arraysetops.py b/venv/lib/python3.8/site-packages/numpy/lib/arraysetops.py
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@@ -0,0 +1,830 @@
+"""
+Set operations for arrays based on sorting.
+
+Notes
+-----
+
+For floating point arrays, inaccurate results may appear due to usual round-off
+and floating point comparison issues.
+
+Speed could be gained in some operations by an implementation of
+`numpy.sort`, that can provide directly the permutation vectors, thus avoiding
+calls to `numpy.argsort`.
+
+Original author: Robert Cimrman
+
+"""
+import functools
+
+import numpy as np
+from numpy.core import overrides
+
+
+array_function_dispatch = functools.partial(
+    overrides.array_function_dispatch, module='numpy')
+
+
+__all__ = [
+    'ediff1d', 'intersect1d', 'setxor1d', 'union1d', 'setdiff1d', 'unique',
+    'in1d', 'isin'
+    ]
+
+
+def _ediff1d_dispatcher(ary, to_end=None, to_begin=None):
+    return (ary, to_end, to_begin)
+
+
+@array_function_dispatch(_ediff1d_dispatcher)
+def ediff1d(ary, to_end=None, to_begin=None):
+    """
+    The differences between consecutive elements of an array.
+
+    Parameters
+    ----------
+    ary : array_like
+        If necessary, will be flattened before the differences are taken.
+    to_end : array_like, optional
+        Number(s) to append at the end of the returned differences.
+    to_begin : array_like, optional
+        Number(s) to prepend at the beginning of the returned differences.
+
+    Returns
+    -------
+    ediff1d : ndarray
+        The differences. Loosely, this is ``ary.flat[1:] - ary.flat[:-1]``.
+
+    See Also
+    --------
+    diff, gradient
+
+    Notes
+    -----
+    When applied to masked arrays, this function drops the mask information
+    if the `to_begin` and/or `to_end` parameters are used.
+
+    Examples
+    --------
+    >>> x = np.array([1, 2, 4, 7, 0])
+    >>> np.ediff1d(x)
+    array([ 1,  2,  3, -7])
+
+    >>> np.ediff1d(x, to_begin=-99, to_end=np.array([88, 99]))
+    array([-99,   1,   2, ...,  -7,  88,  99])
+
+    The returned array is always 1D.
+
+    >>> y = [[1, 2, 4], [1, 6, 24]]
+    >>> np.ediff1d(y)
+    array([ 1,  2, -3,  5, 18])
+
+    """
+    # force a 1d array
+    ary = np.asanyarray(ary).ravel()
+
+    # enforce that the dtype of `ary` is used for the output
+    dtype_req = ary.dtype
+
+    # fast track default case
+    if to_begin is None and to_end is None:
+        return ary[1:] - ary[:-1]
+
+    if to_begin is None:
+        l_begin = 0
+    else:
+        to_begin = np.asanyarray(to_begin)
+        if not np.can_cast(to_begin, dtype_req, casting="same_kind"):
+            raise TypeError("dtype of `to_begin` must be compatible "
+                            "with input `ary` under the `same_kind` rule.")
+
+        to_begin = to_begin.ravel()
+        l_begin = len(to_begin)
+
+    if to_end is None:
+        l_end = 0
+    else:
+        to_end = np.asanyarray(to_end)
+        if not np.can_cast(to_end, dtype_req, casting="same_kind"):
+            raise TypeError("dtype of `to_end` must be compatible "
+                            "with input `ary` under the `same_kind` rule.")
+
+        to_end = to_end.ravel()
+        l_end = len(to_end)
+
+    # do the calculation in place and copy to_begin and to_end
+    l_diff = max(len(ary) - 1, 0)
+    result = np.empty(l_diff + l_begin + l_end, dtype=ary.dtype)
+    result = ary.__array_wrap__(result)
+    if l_begin > 0:
+        result[:l_begin] = to_begin
+    if l_end > 0:
+        result[l_begin + l_diff:] = to_end
+    np.subtract(ary[1:], ary[:-1], result[l_begin:l_begin + l_diff])
+    return result
+
+
+def _unpack_tuple(x):
+    """ Unpacks one-element tuples for use as return values """
+    if len(x) == 1:
+        return x[0]
+    else:
+        return x
+
+
+def _unique_dispatcher(ar, return_index=None, return_inverse=None,
+                       return_counts=None, axis=None, *, equal_nan=None):
+    return (ar,)
+
+
+@array_function_dispatch(_unique_dispatcher)
+def unique(ar, return_index=False, return_inverse=False,
+           return_counts=False, axis=None, *, equal_nan=True):
+    """
+    Find the unique elements of an array.
+
+    Returns the sorted unique elements of an array. There are three optional
+    outputs in addition to the unique elements:
+
+    * the indices of the input array that give the unique values
+    * the indices of the unique array that reconstruct the input array
+    * the number of times each unique value comes up in the input array
+
+    Parameters
+    ----------
+    ar : array_like
+        Input array. Unless `axis` is specified, this will be flattened if it
+        is not already 1-D.
+    return_index : bool, optional
+        If True, also return the indices of `ar` (along the specified axis,
+        if provided, or in the flattened array) that result in the unique array.
+    return_inverse : bool, optional
+        If True, also return the indices of the unique array (for the specified
+        axis, if provided) that can be used to reconstruct `ar`.
+    return_counts : bool, optional
+        If True, also return the number of times each unique item appears
+        in `ar`.
+    axis : int or None, optional
+        The axis to operate on. If None, `ar` will be flattened. If an integer,
+        the subarrays indexed by the given axis will be flattened and treated
+        as the elements of a 1-D array with the dimension of the given axis,
+        see the notes for more details.  Object arrays or structured arrays
+        that contain objects are not supported if the `axis` kwarg is used. The
+        default is None.
+
+        .. versionadded:: 1.13.0
+
+    equal_nan : bool, optional
+        If True, collapses multiple NaN values in the return array into one.
+
+        .. versionadded:: 1.24
+
+    Returns
+    -------
+    unique : ndarray
+        The sorted unique values.
+    unique_indices : ndarray, optional
+        The indices of the first occurrences of the unique values in the
+        original array. Only provided if `return_index` is True.
+    unique_inverse : ndarray, optional
+        The indices to reconstruct the original array from the
+        unique array. Only provided if `return_inverse` is True.
+    unique_counts : ndarray, optional
+        The number of times each of the unique values comes up in the
+        original array. Only provided if `return_counts` is True.
+
+        .. versionadded:: 1.9.0
+
+    See Also
+    --------
+    numpy.lib.arraysetops : Module with a number of other functions for
+                            performing set operations on arrays.
+    repeat : Repeat elements of an array.
+
+    Notes
+    -----
+    When an axis is specified the subarrays indexed by the axis are sorted.
+    This is done by making the specified axis the first dimension of the array
+    (move the axis to the first dimension to keep the order of the other axes)
+    and then flattening the subarrays in C order. The flattened subarrays are
+    then viewed as a structured type with each element given a label, with the
+    effect that we end up with a 1-D array of structured types that can be
+    treated in the same way as any other 1-D array. The result is that the
+    flattened subarrays are sorted in lexicographic order starting with the
+    first element.
+
+    .. versionchanged: NumPy 1.21
+        If nan values are in the input array, a single nan is put
+        to the end of the sorted unique values.
+
+        Also for complex arrays all NaN values are considered equivalent
+        (no matter whether the NaN is in the real or imaginary part).
+        As the representant for the returned array the smallest one in the
+        lexicographical order is chosen - see np.sort for how the lexicographical
+        order is defined for complex arrays.
+
+    Examples
+    --------
+    >>> np.unique([1, 1, 2, 2, 3, 3])
+    array([1, 2, 3])
+    >>> a = np.array([[1, 1], [2, 3]])
+    >>> np.unique(a)
+    array([1, 2, 3])
+
+    Return the unique rows of a 2D array
+
+    >>> a = np.array([[1, 0, 0], [1, 0, 0], [2, 3, 4]])
+    >>> np.unique(a, axis=0)
+    array([[1, 0, 0], [2, 3, 4]])
+
+    Return the indices of the original array that give the unique values:
+
+    >>> a = np.array(['a', 'b', 'b', 'c', 'a'])
+    >>> u, indices = np.unique(a, return_index=True)
+    >>> u
+    array(['a', 'b', 'c'], dtype='<U1')
+    >>> indices
+    array([0, 1, 3])
+    >>> a[indices]
+    array(['a', 'b', 'c'], dtype='<U1')
+
+    Reconstruct the input array from the unique values and inverse:
+
+    >>> a = np.array([1, 2, 6, 4, 2, 3, 2])
+    >>> u, indices = np.unique(a, return_inverse=True)
+    >>> u
+    array([1, 2, 3, 4, 6])
+    >>> indices
+    array([0, 1, 4, 3, 1, 2, 1])
+    >>> u[indices]
+    array([1, 2, 6, 4, 2, 3, 2])
+
+    Reconstruct the input values from the unique values and counts:
+
+    >>> a = np.array([1, 2, 6, 4, 2, 3, 2])
+    >>> values, counts = np.unique(a, return_counts=True)
+    >>> values
+    array([1, 2, 3, 4, 6])
+    >>> counts
+    array([1, 3, 1, 1, 1])
+    >>> np.repeat(values, counts)
+    array([1, 2, 2, 2, 3, 4, 6])    # original order not preserved
+
+    """
+    ar = np.asanyarray(ar)
+    if axis is None:
+        ret = _unique1d(ar, return_index, return_inverse, return_counts, 
+                        equal_nan=equal_nan)
+        return _unpack_tuple(ret)
+
+    # axis was specified and not None
+    try:
+        ar = np.moveaxis(ar, axis, 0)
+    except np.AxisError:
+        # this removes the "axis1" or "axis2" prefix from the error message
+        raise np.AxisError(axis, ar.ndim) from None
+
+    # Must reshape to a contiguous 2D array for this to work...
+    orig_shape, orig_dtype = ar.shape, ar.dtype
+    ar = ar.reshape(orig_shape[0], np.prod(orig_shape[1:], dtype=np.intp))
+    ar = np.ascontiguousarray(ar)
+    dtype = [('f{i}'.format(i=i), ar.dtype) for i in range(ar.shape[1])]
+
+    # At this point, `ar` has shape `(n, m)`, and `dtype` is a structured
+    # data type with `m` fields where each field has the data type of `ar`.
+    # In the following, we create the array `consolidated`, which has
+    # shape `(n,)` with data type `dtype`.
+    try:
+        if ar.shape[1] > 0:
+            consolidated = ar.view(dtype)
+        else:
+            # If ar.shape[1] == 0, then dtype will be `np.dtype([])`, which is
+            # a data type with itemsize 0, and the call `ar.view(dtype)` will
+            # fail.  Instead, we'll use `np.empty` to explicitly create the
+            # array with shape `(len(ar),)`.  Because `dtype` in this case has
+            # itemsize 0, the total size of the result is still 0 bytes.
+            consolidated = np.empty(len(ar), dtype=dtype)
+    except TypeError as e:
+        # There's no good way to do this for object arrays, etc...
+        msg = 'The axis argument to unique is not supported for dtype {dt}'
+        raise TypeError(msg.format(dt=ar.dtype)) from e
+
+    def reshape_uniq(uniq):
+        n = len(uniq)
+        uniq = uniq.view(orig_dtype)
+        uniq = uniq.reshape(n, *orig_shape[1:])
+        uniq = np.moveaxis(uniq, 0, axis)
+        return uniq
+
+    output = _unique1d(consolidated, return_index,
+                       return_inverse, return_counts, equal_nan=equal_nan)
+    output = (reshape_uniq(output[0]),) + output[1:]
+    return _unpack_tuple(output)
+
+
+def _unique1d(ar, return_index=False, return_inverse=False,
+              return_counts=False, *, equal_nan=True):
+    """
+    Find the unique elements of an array, ignoring shape.
+    """
+    ar = np.asanyarray(ar).flatten()
+
+    optional_indices = return_index or return_inverse
+
+    if optional_indices:
+        perm = ar.argsort(kind='mergesort' if return_index else 'quicksort')
+        aux = ar[perm]
+    else:
+        ar.sort()
+        aux = ar
+    mask = np.empty(aux.shape, dtype=np.bool_)
+    mask[:1] = True
+    if (equal_nan and aux.shape[0] > 0 and aux.dtype.kind in "cfmM" and
+            np.isnan(aux[-1])):
+        if aux.dtype.kind == "c":  # for complex all NaNs are considered equivalent
+            aux_firstnan = np.searchsorted(np.isnan(aux), True, side='left')
+        else:
+            aux_firstnan = np.searchsorted(aux, aux[-1], side='left')
+        if aux_firstnan > 0:
+            mask[1:aux_firstnan] = (
+                aux[1:aux_firstnan] != aux[:aux_firstnan - 1])
+        mask[aux_firstnan] = True
+        mask[aux_firstnan + 1:] = False
+    else:
+        mask[1:] = aux[1:] != aux[:-1]
+
+    ret = (aux[mask],)
+    if return_index:
+        ret += (perm[mask],)
+    if return_inverse:
+        imask = np.cumsum(mask) - 1
+        inv_idx = np.empty(mask.shape, dtype=np.intp)
+        inv_idx[perm] = imask
+        ret += (inv_idx,)
+    if return_counts:
+        idx = np.concatenate(np.nonzero(mask) + ([mask.size],))
+        ret += (np.diff(idx),)
+    return ret
+
+
+def _intersect1d_dispatcher(
+        ar1, ar2, assume_unique=None, return_indices=None):
+    return (ar1, ar2)
+
+
+@array_function_dispatch(_intersect1d_dispatcher)
+def intersect1d(ar1, ar2, assume_unique=False, return_indices=False):
+    """
+    Find the intersection of two arrays.
+
+    Return the sorted, unique values that are in both of the input arrays.
+
+    Parameters
+    ----------
+    ar1, ar2 : array_like
+        Input arrays. Will be flattened if not already 1D.
+    assume_unique : bool
+        If True, the input arrays are both assumed to be unique, which
+        can speed up the calculation.  If True but ``ar1`` or ``ar2`` are not
+        unique, incorrect results and out-of-bounds indices could result.
+        Default is False.
+    return_indices : bool
+        If True, the indices which correspond to the intersection of the two
+        arrays are returned. The first instance of a value is used if there are
+        multiple. Default is False.
+
+        .. versionadded:: 1.15.0
+
+    Returns
+    -------
+    intersect1d : ndarray
+        Sorted 1D array of common and unique elements.
+    comm1 : ndarray
+        The indices of the first occurrences of the common values in `ar1`.
+        Only provided if `return_indices` is True.
+    comm2 : ndarray
+        The indices of the first occurrences of the common values in `ar2`.
+        Only provided if `return_indices` is True.
+
+
+    See Also
+    --------
+    numpy.lib.arraysetops : Module with a number of other functions for
+                            performing set operations on arrays.
+
+    Examples
+    --------
+    >>> np.intersect1d([1, 3, 4, 3], [3, 1, 2, 1])
+    array([1, 3])
+
+    To intersect more than two arrays, use functools.reduce:
+
+    >>> from functools import reduce
+    >>> reduce(np.intersect1d, ([1, 3, 4, 3], [3, 1, 2, 1], [6, 3, 4, 2]))
+    array([3])
+
+    To return the indices of the values common to the input arrays
+    along with the intersected values:
+
+    >>> x = np.array([1, 1, 2, 3, 4])
+    >>> y = np.array([2, 1, 4, 6])
+    >>> xy, x_ind, y_ind = np.intersect1d(x, y, return_indices=True)
+    >>> x_ind, y_ind
+    (array([0, 2, 4]), array([1, 0, 2]))
+    >>> xy, x[x_ind], y[y_ind]
+    (array([1, 2, 4]), array([1, 2, 4]), array([1, 2, 4]))
+
+    """
+    ar1 = np.asanyarray(ar1)
+    ar2 = np.asanyarray(ar2)
+
+    if not assume_unique:
+        if return_indices:
+            ar1, ind1 = unique(ar1, return_index=True)
+            ar2, ind2 = unique(ar2, return_index=True)
+        else:
+            ar1 = unique(ar1)
+            ar2 = unique(ar2)
+    else:
+        ar1 = ar1.ravel()
+        ar2 = ar2.ravel()
+
+    aux = np.concatenate((ar1, ar2))
+    if return_indices:
+        aux_sort_indices = np.argsort(aux, kind='mergesort')
+        aux = aux[aux_sort_indices]
+    else:
+        aux.sort()
+
+    mask = aux[1:] == aux[:-1]
+    int1d = aux[:-1][mask]
+
+    if return_indices:
+        ar1_indices = aux_sort_indices[:-1][mask]
+        ar2_indices = aux_sort_indices[1:][mask] - ar1.size
+        if not assume_unique:
+            ar1_indices = ind1[ar1_indices]
+            ar2_indices = ind2[ar2_indices]
+
+        return int1d, ar1_indices, ar2_indices
+    else:
+        return int1d
+
+
+def _setxor1d_dispatcher(ar1, ar2, assume_unique=None):
+    return (ar1, ar2)
+
+
+@array_function_dispatch(_setxor1d_dispatcher)
+def setxor1d(ar1, ar2, assume_unique=False):
+    """
+    Find the set exclusive-or of two arrays.
+
+    Return the sorted, unique values that are in only one (not both) of the
+    input arrays.
+
+    Parameters
+    ----------
+    ar1, ar2 : array_like
+        Input arrays.
+    assume_unique : bool
+        If True, the input arrays are both assumed to be unique, which
+        can speed up the calculation.  Default is False.
+
+    Returns
+    -------
+    setxor1d : ndarray
+        Sorted 1D array of unique values that are in only one of the input
+        arrays.
+
+    Examples
+    --------
+    >>> a = np.array([1, 2, 3, 2, 4])
+    >>> b = np.array([2, 3, 5, 7, 5])
+    >>> np.setxor1d(a,b)
+    array([1, 4, 5, 7])
+
+    """
+    if not assume_unique:
+        ar1 = unique(ar1)
+        ar2 = unique(ar2)
+
+    aux = np.concatenate((ar1, ar2))
+    if aux.size == 0:
+        return aux
+
+    aux.sort()
+    flag = np.concatenate(([True], aux[1:] != aux[:-1], [True]))
+    return aux[flag[1:] & flag[:-1]]
+
+
+def _in1d_dispatcher(ar1, ar2, assume_unique=None, invert=None):
+    return (ar1, ar2)
+
+
+@array_function_dispatch(_in1d_dispatcher)
+def in1d(ar1, ar2, assume_unique=False, invert=False):
+    """
+    Test whether each element of a 1-D array is also present in a second array.
+
+    Returns a boolean array the same length as `ar1` that is True
+    where an element of `ar1` is in `ar2` and False otherwise.
+
+    We recommend using :func:`isin` instead of `in1d` for new code.
+
+    Parameters
+    ----------
+    ar1 : (M,) array_like
+        Input array.
+    ar2 : array_like
+        The values against which to test each value of `ar1`.
+    assume_unique : bool, optional
+        If True, the input arrays are both assumed to be unique, which
+        can speed up the calculation.  Default is False.
+    invert : bool, optional
+        If True, the values in the returned array are inverted (that is,
+        False where an element of `ar1` is in `ar2` and True otherwise).
+        Default is False. ``np.in1d(a, b, invert=True)`` is equivalent
+        to (but is faster than) ``np.invert(in1d(a, b))``.
+
+        .. versionadded:: 1.8.0
+
+    Returns
+    -------
+    in1d : (M,) ndarray, bool
+        The values `ar1[in1d]` are in `ar2`.
+
+    See Also
+    --------
+    isin                  : Version of this function that preserves the
+                            shape of ar1.
+    numpy.lib.arraysetops : Module with a number of other functions for
+                            performing set operations on arrays.
+
+    Notes
+    -----
+    `in1d` can be considered as an element-wise function version of the
+    python keyword `in`, for 1-D sequences. ``in1d(a, b)`` is roughly
+    equivalent to ``np.array([item in b for item in a])``.
+    However, this idea fails if `ar2` is a set, or similar (non-sequence)
+    container:  As ``ar2`` is converted to an array, in those cases
+    ``asarray(ar2)`` is an object array rather than the expected array of
+    contained values.
+
+    .. versionadded:: 1.4.0
+
+    Examples
+    --------
+    >>> test = np.array([0, 1, 2, 5, 0])
+    >>> states = [0, 2]
+    >>> mask = np.in1d(test, states)
+    >>> mask
+    array([ True, False,  True, False,  True])
+    >>> test[mask]
+    array([0, 2, 0])
+    >>> mask = np.in1d(test, states, invert=True)
+    >>> mask
+    array([False,  True, False,  True, False])
+    >>> test[mask]
+    array([1, 5])
+    """
+    # Ravel both arrays, behavior for the first array could be different
+    ar1 = np.asarray(ar1).ravel()
+    ar2 = np.asarray(ar2).ravel()
+
+    # Ensure that iteration through object arrays yields size-1 arrays
+    if ar2.dtype == object:
+        ar2 = ar2.reshape(-1, 1)
+
+    # Check if one of the arrays may contain arbitrary objects
+    contains_object = ar1.dtype.hasobject or ar2.dtype.hasobject
+
+    # This code is run when
+    # a) the first condition is true, making the code significantly faster
+    # b) the second condition is true (i.e. `ar1` or `ar2` may contain
+    #    arbitrary objects), since then sorting is not guaranteed to work
+    if len(ar2) < 10 * len(ar1) ** 0.145 or contains_object:
+        if invert:
+            mask = np.ones(len(ar1), dtype=bool)
+            for a in ar2:
+                mask &= (ar1 != a)
+        else:
+            mask = np.zeros(len(ar1), dtype=bool)
+            for a in ar2:
+                mask |= (ar1 == a)
+        return mask
+
+    # Otherwise use sorting
+    if not assume_unique:
+        ar1, rev_idx = np.unique(ar1, return_inverse=True)
+        ar2 = np.unique(ar2)
+
+    ar = np.concatenate((ar1, ar2))
+    # We need this to be a stable sort, so always use 'mergesort'
+    # here. The values from the first array should always come before
+    # the values from the second array.
+    order = ar.argsort(kind='mergesort')
+    sar = ar[order]
+    if invert:
+        bool_ar = (sar[1:] != sar[:-1])
+    else:
+        bool_ar = (sar[1:] == sar[:-1])
+    flag = np.concatenate((bool_ar, [invert]))
+    ret = np.empty(ar.shape, dtype=bool)
+    ret[order] = flag
+
+    if assume_unique:
+        return ret[:len(ar1)]
+    else:
+        return ret[rev_idx]
+
+
+def _isin_dispatcher(element, test_elements, assume_unique=None, invert=None):
+    return (element, test_elements)
+
+
+@array_function_dispatch(_isin_dispatcher)
+def isin(element, test_elements, assume_unique=False, invert=False):
+    """
+    Calculates ``element in test_elements``, broadcasting over `element` only.
+    Returns a boolean array of the same shape as `element` that is True
+    where an element of `element` is in `test_elements` and False otherwise.
+
+    Parameters
+    ----------
+    element : array_like
+        Input array.
+    test_elements : array_like
+        The values against which to test each value of `element`.
+        This argument is flattened if it is an array or array_like.
+        See notes for behavior with non-array-like parameters.
+    assume_unique : bool, optional
+        If True, the input arrays are both assumed to be unique, which
+        can speed up the calculation.  Default is False.
+    invert : bool, optional
+        If True, the values in the returned array are inverted, as if
+        calculating `element not in test_elements`. Default is False.
+        ``np.isin(a, b, invert=True)`` is equivalent to (but faster
+        than) ``np.invert(np.isin(a, b))``.
+
+    Returns
+    -------
+    isin : ndarray, bool
+        Has the same shape as `element`. The values `element[isin]`
+        are in `test_elements`.
+
+    See Also
+    --------
+    in1d                  : Flattened version of this function.
+    numpy.lib.arraysetops : Module with a number of other functions for
+                            performing set operations on arrays.
+
+    Notes
+    -----
+
+    `isin` is an element-wise function version of the python keyword `in`.
+    ``isin(a, b)`` is roughly equivalent to
+    ``np.array([item in b for item in a])`` if `a` and `b` are 1-D sequences.
+
+    `element` and `test_elements` are converted to arrays if they are not
+    already. If `test_elements` is a set (or other non-sequence collection)
+    it will be converted to an object array with one element, rather than an
+    array of the values contained in `test_elements`. This is a consequence
+    of the `array` constructor's way of handling non-sequence collections.
+    Converting the set to a list usually gives the desired behavior.
+
+    .. versionadded:: 1.13.0
+
+    Examples
+    --------
+    >>> element = 2*np.arange(4).reshape((2, 2))
+    >>> element
+    array([[0, 2],
+           [4, 6]])
+    >>> test_elements = [1, 2, 4, 8]
+    >>> mask = np.isin(element, test_elements)
+    >>> mask
+    array([[False,  True],
+           [ True, False]])
+    >>> element[mask]
+    array([2, 4])
+
+    The indices of the matched values can be obtained with `nonzero`:
+
+    >>> np.nonzero(mask)
+    (array([0, 1]), array([1, 0]))
+
+    The test can also be inverted:
+
+    >>> mask = np.isin(element, test_elements, invert=True)
+    >>> mask
+    array([[ True, False],
+           [False,  True]])
+    >>> element[mask]
+    array([0, 6])
+
+    Because of how `array` handles sets, the following does not
+    work as expected:
+
+    >>> test_set = {1, 2, 4, 8}
+    >>> np.isin(element, test_set)
+    array([[False, False],
+           [False, False]])
+
+    Casting the set to a list gives the expected result:
+
+    >>> np.isin(element, list(test_set))
+    array([[False,  True],
+           [ True, False]])
+    """
+    element = np.asarray(element)
+    return in1d(element, test_elements, assume_unique=assume_unique,
+                invert=invert).reshape(element.shape)
+
+
+def _union1d_dispatcher(ar1, ar2):
+    return (ar1, ar2)
+
+
+@array_function_dispatch(_union1d_dispatcher)
+def union1d(ar1, ar2):
+    """
+    Find the union of two arrays.
+
+    Return the unique, sorted array of values that are in either of the two
+    input arrays.
+
+    Parameters
+    ----------
+    ar1, ar2 : array_like
+        Input arrays. They are flattened if they are not already 1D.
+
+    Returns
+    -------
+    union1d : ndarray
+        Unique, sorted union of the input arrays.
+
+    See Also
+    --------
+    numpy.lib.arraysetops : Module with a number of other functions for
+                            performing set operations on arrays.
+
+    Examples
+    --------
+    >>> np.union1d([-1, 0, 1], [-2, 0, 2])
+    array([-2, -1,  0,  1,  2])
+
+    To find the union of more than two arrays, use functools.reduce:
+
+    >>> from functools import reduce
+    >>> reduce(np.union1d, ([1, 3, 4, 3], [3, 1, 2, 1], [6, 3, 4, 2]))
+    array([1, 2, 3, 4, 6])
+    """
+    return unique(np.concatenate((ar1, ar2), axis=None))
+
+
+def _setdiff1d_dispatcher(ar1, ar2, assume_unique=None):
+    return (ar1, ar2)
+
+
+@array_function_dispatch(_setdiff1d_dispatcher)
+def setdiff1d(ar1, ar2, assume_unique=False):
+    """
+    Find the set difference of two arrays.
+
+    Return the unique values in `ar1` that are not in `ar2`.
+
+    Parameters
+    ----------
+    ar1 : array_like
+        Input array.
+    ar2 : array_like
+        Input comparison array.
+    assume_unique : bool
+        If True, the input arrays are both assumed to be unique, which
+        can speed up the calculation.  Default is False.
+
+    Returns
+    -------
+    setdiff1d : ndarray
+        1D array of values in `ar1` that are not in `ar2`. The result
+        is sorted when `assume_unique=False`, but otherwise only sorted
+        if the input is sorted.
+
+    See Also
+    --------
+    numpy.lib.arraysetops : Module with a number of other functions for
+                            performing set operations on arrays.
+
+    Examples
+    --------
+    >>> a = np.array([1, 2, 3, 2, 4, 1])
+    >>> b = np.array([3, 4, 5, 6])
+    >>> np.setdiff1d(a, b)
+    array([1, 2])
+
+    """
+    if assume_unique:
+        ar1 = np.asarray(ar1).ravel()
+    else:
+        ar1 = unique(ar1)
+        ar2 = unique(ar2)
+    return ar1[in1d(ar1, ar2, assume_unique=True, invert=True)]
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/arraysetops.pyi b/venv/lib/python3.8/site-packages/numpy/lib/arraysetops.pyi
new file mode 100644
index 0000000..aa1310a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/arraysetops.pyi
@@ -0,0 +1,360 @@
+from typing import (
+    Literal as L,
+    Any,
+    TypeVar,
+    overload,
+    SupportsIndex,
+)
+
+from numpy import (
+    generic,
+    number,
+    bool_,
+    ushort,
+    ubyte,
+    uintc,
+    uint,
+    ulonglong,
+    short,
+    int8,
+    byte,
+    intc,
+    int_,
+    intp,
+    longlong,
+    half,
+    single,
+    double,
+    longdouble,
+    csingle,
+    cdouble,
+    clongdouble,
+    timedelta64,
+    datetime64,
+    object_,
+    str_,
+    bytes_,
+    void,
+)
+
+from numpy._typing import (
+    ArrayLike,
+    NDArray,
+    _ArrayLike,
+    _ArrayLikeBool_co,
+    _ArrayLikeDT64_co,
+    _ArrayLikeTD64_co,
+    _ArrayLikeObject_co,
+    _ArrayLikeNumber_co,
+)
+
+_SCT = TypeVar("_SCT", bound=generic)
+_NumberType = TypeVar("_NumberType", bound=number[Any])
+
+# Explicitly set all allowed values to prevent accidental castings to
+# abstract dtypes (their common super-type).
+#
+# Only relevant if two or more arguments are parametrized, (e.g. `setdiff1d`)
+# which could result in, for example, `int64` and `float64`producing a
+# `number[_64Bit]` array
+_SCTNoCast = TypeVar(
+    "_SCTNoCast",
+    bool_,
+    ushort,
+    ubyte,
+    uintc,
+    uint,
+    ulonglong,
+    short,
+    byte,
+    intc,
+    int_,
+    longlong,
+    half,
+    single,
+    double,
+    longdouble,
+    csingle,
+    cdouble,
+    clongdouble,
+    timedelta64,
+    datetime64,
+    object_,
+    str_,
+    bytes_,
+    void,
+)
+
+__all__: list[str]
+
+@overload
+def ediff1d(
+    ary: _ArrayLikeBool_co,
+    to_end: None | ArrayLike = ...,
+    to_begin: None | ArrayLike = ...,
+) -> NDArray[int8]: ...
+@overload
+def ediff1d(
+    ary: _ArrayLike[_NumberType],
+    to_end: None | ArrayLike = ...,
+    to_begin: None | ArrayLike = ...,
+) -> NDArray[_NumberType]: ...
+@overload
+def ediff1d(
+    ary: _ArrayLikeNumber_co,
+    to_end: None | ArrayLike = ...,
+    to_begin: None | ArrayLike = ...,
+) -> NDArray[Any]: ...
+@overload
+def ediff1d(
+    ary: _ArrayLikeDT64_co | _ArrayLikeTD64_co,
+    to_end: None | ArrayLike = ...,
+    to_begin: None | ArrayLike = ...,
+) -> NDArray[timedelta64]: ...
+@overload
+def ediff1d(
+    ary: _ArrayLikeObject_co,
+    to_end: None | ArrayLike = ...,
+    to_begin: None | ArrayLike = ...,
+) -> NDArray[object_]: ...
+
+@overload
+def unique(
+    ar: _ArrayLike[_SCT],
+    return_index: L[False] = ...,
+    return_inverse: L[False] = ...,
+    return_counts: L[False] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def unique(
+    ar: ArrayLike,
+    return_index: L[False] = ...,
+    return_inverse: L[False] = ...,
+    return_counts: L[False] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> NDArray[Any]: ...
+@overload
+def unique(
+    ar: _ArrayLike[_SCT],
+    return_index: L[True] = ...,
+    return_inverse: L[False] = ...,
+    return_counts: L[False] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> tuple[NDArray[_SCT], NDArray[intp]]: ...
+@overload
+def unique(
+    ar: ArrayLike,
+    return_index: L[True] = ...,
+    return_inverse: L[False] = ...,
+    return_counts: L[False] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> tuple[NDArray[Any], NDArray[intp]]: ...
+@overload
+def unique(
+    ar: _ArrayLike[_SCT],
+    return_index: L[False] = ...,
+    return_inverse: L[True] = ...,
+    return_counts: L[False] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> tuple[NDArray[_SCT], NDArray[intp]]: ...
+@overload
+def unique(
+    ar: ArrayLike,
+    return_index: L[False] = ...,
+    return_inverse: L[True] = ...,
+    return_counts: L[False] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> tuple[NDArray[Any], NDArray[intp]]: ...
+@overload
+def unique(
+    ar: _ArrayLike[_SCT],
+    return_index: L[False] = ...,
+    return_inverse: L[False] = ...,
+    return_counts: L[True] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> tuple[NDArray[_SCT], NDArray[intp]]: ...
+@overload
+def unique(
+    ar: ArrayLike,
+    return_index: L[False] = ...,
+    return_inverse: L[False] = ...,
+    return_counts: L[True] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> tuple[NDArray[Any], NDArray[intp]]: ...
+@overload
+def unique(
+    ar: _ArrayLike[_SCT],
+    return_index: L[True] = ...,
+    return_inverse: L[True] = ...,
+    return_counts: L[False] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> tuple[NDArray[_SCT], NDArray[intp], NDArray[intp]]: ...
+@overload
+def unique(
+    ar: ArrayLike,
+    return_index: L[True] = ...,
+    return_inverse: L[True] = ...,
+    return_counts: L[False] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> tuple[NDArray[Any], NDArray[intp], NDArray[intp]]: ...
+@overload
+def unique(
+    ar: _ArrayLike[_SCT],
+    return_index: L[True] = ...,
+    return_inverse: L[False] = ...,
+    return_counts: L[True] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> tuple[NDArray[_SCT], NDArray[intp], NDArray[intp]]: ...
+@overload
+def unique(
+    ar: ArrayLike,
+    return_index: L[True] = ...,
+    return_inverse: L[False] = ...,
+    return_counts: L[True] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> tuple[NDArray[Any], NDArray[intp], NDArray[intp]]: ...
+@overload
+def unique(
+    ar: _ArrayLike[_SCT],
+    return_index: L[False] = ...,
+    return_inverse: L[True] = ...,
+    return_counts: L[True] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> tuple[NDArray[_SCT], NDArray[intp], NDArray[intp]]: ...
+@overload
+def unique(
+    ar: ArrayLike,
+    return_index: L[False] = ...,
+    return_inverse: L[True] = ...,
+    return_counts: L[True] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> tuple[NDArray[Any], NDArray[intp], NDArray[intp]]: ...
+@overload
+def unique(
+    ar: _ArrayLike[_SCT],
+    return_index: L[True] = ...,
+    return_inverse: L[True] = ...,
+    return_counts: L[True] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> tuple[NDArray[_SCT], NDArray[intp], NDArray[intp], NDArray[intp]]: ...
+@overload
+def unique(
+    ar: ArrayLike,
+    return_index: L[True] = ...,
+    return_inverse: L[True] = ...,
+    return_counts: L[True] = ...,
+    axis: None | SupportsIndex = ...,
+    *,
+    equal_nan: bool = ...,
+) -> tuple[NDArray[Any], NDArray[intp], NDArray[intp], NDArray[intp]]: ...
+
+@overload
+def intersect1d(
+    ar1: _ArrayLike[_SCTNoCast],
+    ar2: _ArrayLike[_SCTNoCast],
+    assume_unique: bool = ...,
+    return_indices: L[False] = ...,
+) -> NDArray[_SCTNoCast]: ...
+@overload
+def intersect1d(
+    ar1: ArrayLike,
+    ar2: ArrayLike,
+    assume_unique: bool = ...,
+    return_indices: L[False] = ...,
+) -> NDArray[Any]: ...
+@overload
+def intersect1d(
+    ar1: _ArrayLike[_SCTNoCast],
+    ar2: _ArrayLike[_SCTNoCast],
+    assume_unique: bool = ...,
+    return_indices: L[True] = ...,
+) -> tuple[NDArray[_SCTNoCast], NDArray[intp], NDArray[intp]]: ...
+@overload
+def intersect1d(
+    ar1: ArrayLike,
+    ar2: ArrayLike,
+    assume_unique: bool = ...,
+    return_indices: L[True] = ...,
+) -> tuple[NDArray[Any], NDArray[intp], NDArray[intp]]: ...
+
+@overload
+def setxor1d(
+    ar1: _ArrayLike[_SCTNoCast],
+    ar2: _ArrayLike[_SCTNoCast],
+    assume_unique: bool = ...,
+) -> NDArray[_SCTNoCast]: ...
+@overload
+def setxor1d(
+    ar1: ArrayLike,
+    ar2: ArrayLike,
+    assume_unique: bool = ...,
+) -> NDArray[Any]: ...
+
+def in1d(
+    ar1: ArrayLike,
+    ar2: ArrayLike,
+    assume_unique: bool = ...,
+    invert: bool = ...,
+) -> NDArray[bool_]: ...
+
+def isin(
+    element: ArrayLike,
+    test_elements: ArrayLike,
+    assume_unique: bool = ...,
+    invert: bool = ...,
+) -> NDArray[bool_]: ...
+
+@overload
+def union1d(
+    ar1: _ArrayLike[_SCTNoCast],
+    ar2: _ArrayLike[_SCTNoCast],
+) -> NDArray[_SCTNoCast]: ...
+@overload
+def union1d(
+    ar1: ArrayLike,
+    ar2: ArrayLike,
+) -> NDArray[Any]: ...
+
+@overload
+def setdiff1d(
+    ar1: _ArrayLike[_SCTNoCast],
+    ar2: _ArrayLike[_SCTNoCast],
+    assume_unique: bool = ...,
+) -> NDArray[_SCTNoCast]: ...
+@overload
+def setdiff1d(
+    ar1: ArrayLike,
+    ar2: ArrayLike,
+    assume_unique: bool = ...,
+) -> NDArray[Any]: ...
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/arrayterator.py b/venv/lib/python3.8/site-packages/numpy/lib/arrayterator.py
new file mode 120000
index 0000000..2ec26de
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/arrayterator.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/05/0f/7b/4b4d33bdf5115197deb34199a3ee61c9d60d46ebf05f52356cbcde4629
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/arrayterator.pyi b/venv/lib/python3.8/site-packages/numpy/lib/arrayterator.pyi
new file mode 120000
index 0000000..3f46e6d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/arrayterator.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7f/b3/f0/a7cdffe8388c62624652c7df9dc33e1510329c1d62606be198733f4991
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/format.py b/venv/lib/python3.8/site-packages/numpy/lib/format.py
new file mode 120000
index 0000000..6a05f41
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/format.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/35/ee/2a/0fdb1574bfa30b829e05e033cd82b9024825b2c25f405b0e7cc2c2511b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/format.pyi b/venv/lib/python3.8/site-packages/numpy/lib/format.pyi
new file mode 120000
index 0000000..500c523
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/format.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/61/60/71/0b719db19ed228137c23b9ccc16795b850f5693f5df9527ccc4e3e3fea
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/function_base.py b/venv/lib/python3.8/site-packages/numpy/lib/function_base.py
new file mode 100644
index 0000000..ca82bb7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/function_base.py
@@ -0,0 +1,5559 @@
+import collections.abc
+import functools
+import re
+import sys
+import warnings
+
+import numpy as np
+import numpy.core.numeric as _nx
+from numpy.core import transpose
+from numpy.core.numeric import (
+    ones, zeros_like, arange, concatenate, array, asarray, asanyarray, empty,
+    ndarray, take, dot, where, intp, integer, isscalar, absolute
+    )
+from numpy.core.umath import (
+    pi, add, arctan2, frompyfunc, cos, less_equal, sqrt, sin,
+    mod, exp, not_equal, subtract
+    )
+from numpy.core.fromnumeric import (
+    ravel, nonzero, partition, mean, any, sum
+    )
+from numpy.core.numerictypes import typecodes
+from numpy.core.overrides import set_module
+from numpy.core import overrides
+from numpy.core.function_base import add_newdoc
+from numpy.lib.twodim_base import diag
+from numpy.core.multiarray import (
+    _insert, add_docstring, bincount, normalize_axis_index, _monotonicity,
+    interp as compiled_interp, interp_complex as compiled_interp_complex
+    )
+from numpy.core.umath import _add_newdoc_ufunc as add_newdoc_ufunc
+
+import builtins
+
+# needed in this module for compatibility
+from numpy.lib.histograms import histogram, histogramdd  # noqa: F401
+
+
+array_function_dispatch = functools.partial(
+    overrides.array_function_dispatch, module='numpy')
+
+
+__all__ = [
+    'select', 'piecewise', 'trim_zeros', 'copy', 'iterable', 'percentile',
+    'diff', 'gradient', 'angle', 'unwrap', 'sort_complex', 'disp', 'flip',
+    'rot90', 'extract', 'place', 'vectorize', 'asarray_chkfinite', 'average',
+    'bincount', 'digitize', 'cov', 'corrcoef',
+    'msort', 'median', 'sinc', 'hamming', 'hanning', 'bartlett',
+    'blackman', 'kaiser', 'trapz', 'i0', 'add_newdoc', 'add_docstring',
+    'meshgrid', 'delete', 'insert', 'append', 'interp', 'add_newdoc_ufunc',
+    'quantile'
+    ]
+
+# _QuantileMethods is a dictionary listing all the supported methods to
+# compute quantile/percentile.
+#
+# Below virtual_index refer to the index of the element where the percentile
+# would be found in the sorted sample.
+# When the sample contains exactly the percentile wanted, the virtual_index is
+# an integer to the index of this element.
+# When the percentile wanted is in between two elements, the virtual_index
+# is made of a integer part (a.k.a 'i' or 'left') and a fractional part
+# (a.k.a 'g' or 'gamma')
+#
+# Each method in _QuantileMethods has two properties
+# get_virtual_index : Callable
+#   The function used to compute the virtual_index.
+# fix_gamma : Callable
+#   A function used for discret methods to force the index to a specific value.
+_QuantileMethods = dict(
+    # --- HYNDMAN and FAN METHODS
+    # Discrete methods
+    inverted_cdf=dict(
+        get_virtual_index=lambda n, quantiles: _inverted_cdf(n, quantiles),
+        fix_gamma=lambda gamma, _: gamma,  # should never be called
+    ),
+    averaged_inverted_cdf=dict(
+        get_virtual_index=lambda n, quantiles: (n * quantiles) - 1,
+        fix_gamma=lambda gamma, _: _get_gamma_mask(
+            shape=gamma.shape,
+            default_value=1.,
+            conditioned_value=0.5,
+            where=gamma == 0),
+    ),
+    closest_observation=dict(
+        get_virtual_index=lambda n, quantiles: _closest_observation(n,
+                                                                    quantiles),
+        fix_gamma=lambda gamma, _: gamma,  # should never be called
+    ),
+    # Continuous methods
+    interpolated_inverted_cdf=dict(
+        get_virtual_index=lambda n, quantiles:
+        _compute_virtual_index(n, quantiles, 0, 1),
+        fix_gamma=lambda gamma, _: gamma,
+    ),
+    hazen=dict(
+        get_virtual_index=lambda n, quantiles:
+        _compute_virtual_index(n, quantiles, 0.5, 0.5),
+        fix_gamma=lambda gamma, _: gamma,
+    ),
+    weibull=dict(
+        get_virtual_index=lambda n, quantiles:
+        _compute_virtual_index(n, quantiles, 0, 0),
+        fix_gamma=lambda gamma, _: gamma,
+    ),
+    # Default method.
+    # To avoid some rounding issues, `(n-1) * quantiles` is preferred to
+    # `_compute_virtual_index(n, quantiles, 1, 1)`.
+    # They are mathematically equivalent.
+    linear=dict(
+        get_virtual_index=lambda n, quantiles: (n - 1) * quantiles,
+        fix_gamma=lambda gamma, _: gamma,
+    ),
+    median_unbiased=dict(
+        get_virtual_index=lambda n, quantiles:
+        _compute_virtual_index(n, quantiles, 1 / 3.0, 1 / 3.0),
+        fix_gamma=lambda gamma, _: gamma,
+    ),
+    normal_unbiased=dict(
+        get_virtual_index=lambda n, quantiles:
+        _compute_virtual_index(n, quantiles, 3 / 8.0, 3 / 8.0),
+        fix_gamma=lambda gamma, _: gamma,
+    ),
+    # --- OTHER METHODS
+    lower=dict(
+        get_virtual_index=lambda n, quantiles: np.floor(
+            (n - 1) * quantiles).astype(np.intp),
+        fix_gamma=lambda gamma, _: gamma,
+        # should never be called, index dtype is int
+    ),
+    higher=dict(
+        get_virtual_index=lambda n, quantiles: np.ceil(
+            (n - 1) * quantiles).astype(np.intp),
+        fix_gamma=lambda gamma, _: gamma,
+        # should never be called, index dtype is int
+    ),
+    midpoint=dict(
+        get_virtual_index=lambda n, quantiles: 0.5 * (
+                np.floor((n - 1) * quantiles)
+                + np.ceil((n - 1) * quantiles)),
+        fix_gamma=lambda gamma, index: _get_gamma_mask(
+            shape=gamma.shape,
+            default_value=0.5,
+            conditioned_value=0.,
+            where=index % 1 == 0),
+    ),
+    nearest=dict(
+        get_virtual_index=lambda n, quantiles: np.around(
+            (n - 1) * quantiles).astype(np.intp),
+        fix_gamma=lambda gamma, _: gamma,
+        # should never be called, index dtype is int
+    ))
+
+
+def _rot90_dispatcher(m, k=None, axes=None):
+    return (m,)
+
+
+@array_function_dispatch(_rot90_dispatcher)
+def rot90(m, k=1, axes=(0, 1)):
+    """
+    Rotate an array by 90 degrees in the plane specified by axes.
+
+    Rotation direction is from the first towards the second axis.
+
+    Parameters
+    ----------
+    m : array_like
+        Array of two or more dimensions.
+    k : integer
+        Number of times the array is rotated by 90 degrees.
+    axes : (2,) array_like
+        The array is rotated in the plane defined by the axes.
+        Axes must be different.
+
+        .. versionadded:: 1.12.0
+
+    Returns
+    -------
+    y : ndarray
+        A rotated view of `m`.
+
+    See Also
+    --------
+    flip : Reverse the order of elements in an array along the given axis.
+    fliplr : Flip an array horizontally.
+    flipud : Flip an array vertically.
+
+    Notes
+    -----
+    ``rot90(m, k=1, axes=(1,0))``  is the reverse of
+    ``rot90(m, k=1, axes=(0,1))``
+
+    ``rot90(m, k=1, axes=(1,0))`` is equivalent to
+    ``rot90(m, k=-1, axes=(0,1))``
+
+    Examples
+    --------
+    >>> m = np.array([[1,2],[3,4]], int)
+    >>> m
+    array([[1, 2],
+           [3, 4]])
+    >>> np.rot90(m)
+    array([[2, 4],
+           [1, 3]])
+    >>> np.rot90(m, 2)
+    array([[4, 3],
+           [2, 1]])
+    >>> m = np.arange(8).reshape((2,2,2))
+    >>> np.rot90(m, 1, (1,2))
+    array([[[1, 3],
+            [0, 2]],
+           [[5, 7],
+            [4, 6]]])
+
+    """
+    axes = tuple(axes)
+    if len(axes) != 2:
+        raise ValueError("len(axes) must be 2.")
+
+    m = asanyarray(m)
+
+    if axes[0] == axes[1] or absolute(axes[0] - axes[1]) == m.ndim:
+        raise ValueError("Axes must be different.")
+
+    if (axes[0] >= m.ndim or axes[0] < -m.ndim
+        or axes[1] >= m.ndim or axes[1] < -m.ndim):
+        raise ValueError("Axes={} out of range for array of ndim={}."
+            .format(axes, m.ndim))
+
+    k %= 4
+
+    if k == 0:
+        return m[:]
+    if k == 2:
+        return flip(flip(m, axes[0]), axes[1])
+
+    axes_list = arange(0, m.ndim)
+    (axes_list[axes[0]], axes_list[axes[1]]) = (axes_list[axes[1]],
+                                                axes_list[axes[0]])
+
+    if k == 1:
+        return transpose(flip(m, axes[1]), axes_list)
+    else:
+        # k == 3
+        return flip(transpose(m, axes_list), axes[1])
+
+
+def _flip_dispatcher(m, axis=None):
+    return (m,)
+
+
+@array_function_dispatch(_flip_dispatcher)
+def flip(m, axis=None):
+    """
+    Reverse the order of elements in an array along the given axis.
+
+    The shape of the array is preserved, but the elements are reordered.
+
+    .. versionadded:: 1.12.0
+
+    Parameters
+    ----------
+    m : array_like
+        Input array.
+    axis : None or int or tuple of ints, optional
+         Axis or axes along which to flip over. The default,
+         axis=None, will flip over all of the axes of the input array.
+         If axis is negative it counts from the last to the first axis.
+
+         If axis is a tuple of ints, flipping is performed on all of the axes
+         specified in the tuple.
+
+         .. versionchanged:: 1.15.0
+            None and tuples of axes are supported
+
+    Returns
+    -------
+    out : array_like
+        A view of `m` with the entries of axis reversed.  Since a view is
+        returned, this operation is done in constant time.
+
+    See Also
+    --------
+    flipud : Flip an array vertically (axis=0).
+    fliplr : Flip an array horizontally (axis=1).
+
+    Notes
+    -----
+    flip(m, 0) is equivalent to flipud(m).
+
+    flip(m, 1) is equivalent to fliplr(m).
+
+    flip(m, n) corresponds to ``m[...,::-1,...]`` with ``::-1`` at position n.
+
+    flip(m) corresponds to ``m[::-1,::-1,...,::-1]`` with ``::-1`` at all
+    positions.
+
+    flip(m, (0, 1)) corresponds to ``m[::-1,::-1,...]`` with ``::-1`` at
+    position 0 and position 1.
+
+    Examples
+    --------
+    >>> A = np.arange(8).reshape((2,2,2))
+    >>> A
+    array([[[0, 1],
+            [2, 3]],
+           [[4, 5],
+            [6, 7]]])
+    >>> np.flip(A, 0)
+    array([[[4, 5],
+            [6, 7]],
+           [[0, 1],
+            [2, 3]]])
+    >>> np.flip(A, 1)
+    array([[[2, 3],
+            [0, 1]],
+           [[6, 7],
+            [4, 5]]])
+    >>> np.flip(A)
+    array([[[7, 6],
+            [5, 4]],
+           [[3, 2],
+            [1, 0]]])
+    >>> np.flip(A, (0, 2))
+    array([[[5, 4],
+            [7, 6]],
+           [[1, 0],
+            [3, 2]]])
+    >>> A = np.random.randn(3,4,5)
+    >>> np.all(np.flip(A,2) == A[:,:,::-1,...])
+    True
+    """
+    if not hasattr(m, 'ndim'):
+        m = asarray(m)
+    if axis is None:
+        indexer = (np.s_[::-1],) * m.ndim
+    else:
+        axis = _nx.normalize_axis_tuple(axis, m.ndim)
+        indexer = [np.s_[:]] * m.ndim
+        for ax in axis:
+            indexer[ax] = np.s_[::-1]
+        indexer = tuple(indexer)
+    return m[indexer]
+
+
+@set_module('numpy')
+def iterable(y):
+    """
+    Check whether or not an object can be iterated over.
+
+    Parameters
+    ----------
+    y : object
+      Input object.
+
+    Returns
+    -------
+    b : bool
+      Return ``True`` if the object has an iterator method or is a
+      sequence and ``False`` otherwise.
+
+
+    Examples
+    --------
+    >>> np.iterable([1, 2, 3])
+    True
+    >>> np.iterable(2)
+    False
+
+    Notes
+    -----
+    In most cases, the results of ``np.iterable(obj)`` are consistent with
+    ``isinstance(obj, collections.abc.Iterable)``. One notable exception is
+    the treatment of 0-dimensional arrays::
+
+        >>> from collections.abc import Iterable
+        >>> a = np.array(1.0)  # 0-dimensional numpy array
+        >>> isinstance(a, Iterable)
+        True
+        >>> np.iterable(a)
+        False
+
+    """
+    try:
+        iter(y)
+    except TypeError:
+        return False
+    return True
+
+
+def _average_dispatcher(a, axis=None, weights=None, returned=None, *,
+                        keepdims=None):
+    return (a, weights)
+
+
+@array_function_dispatch(_average_dispatcher)
+def average(a, axis=None, weights=None, returned=False, *,
+            keepdims=np._NoValue):
+    """
+    Compute the weighted average along the specified axis.
+
+    Parameters
+    ----------
+    a : array_like
+        Array containing data to be averaged. If `a` is not an array, a
+        conversion is attempted.
+    axis : None or int or tuple of ints, optional
+        Axis or axes along which to average `a`.  The default,
+        axis=None, will average over all of the elements of the input array.
+        If axis is negative it counts from the last to the first axis.
+
+        .. versionadded:: 1.7.0
+
+        If axis is a tuple of ints, averaging is performed on all of the axes
+        specified in the tuple instead of a single axis or all the axes as
+        before.
+    weights : array_like, optional
+        An array of weights associated with the values in `a`. Each value in
+        `a` contributes to the average according to its associated weight.
+        The weights array can either be 1-D (in which case its length must be
+        the size of `a` along the given axis) or of the same shape as `a`.
+        If `weights=None`, then all data in `a` are assumed to have a
+        weight equal to one.  The 1-D calculation is::
+
+            avg = sum(a * weights) / sum(weights)
+
+        The only constraint on `weights` is that `sum(weights)` must not be 0.
+    returned : bool, optional
+        Default is `False`. If `True`, the tuple (`average`, `sum_of_weights`)
+        is returned, otherwise only the average is returned.
+        If `weights=None`, `sum_of_weights` is equivalent to the number of
+        elements over which the average is taken.
+    keepdims : bool, optional
+        If this is set to True, the axes which are reduced are left
+        in the result as dimensions with size one. With this option,
+        the result will broadcast correctly against the original `a`.
+        *Note:* `keepdims` will not work with instances of `numpy.matrix`
+        or other classes whose methods do not support `keepdims`.
+
+        .. versionadded:: 1.23.0
+
+    Returns
+    -------
+    retval, [sum_of_weights] : array_type or double
+        Return the average along the specified axis. When `returned` is `True`,
+        return a tuple with the average as the first element and the sum
+        of the weights as the second element. `sum_of_weights` is of the
+        same type as `retval`. The result dtype follows a genereal pattern.
+        If `weights` is None, the result dtype will be that of `a` , or ``float64``
+        if `a` is integral. Otherwise, if `weights` is not None and `a` is non-
+        integral, the result type will be the type of lowest precision capable of
+        representing values of both `a` and `weights`. If `a` happens to be
+        integral, the previous rules still applies but the result dtype will
+        at least be ``float64``.
+
+    Raises
+    ------
+    ZeroDivisionError
+        When all weights along axis are zero. See `numpy.ma.average` for a
+        version robust to this type of error.
+    TypeError
+        When the length of 1D `weights` is not the same as the shape of `a`
+        along axis.
+
+    See Also
+    --------
+    mean
+
+    ma.average : average for masked arrays -- useful if your data contains
+                 "missing" values
+    numpy.result_type : Returns the type that results from applying the
+                        numpy type promotion rules to the arguments.
+
+    Examples
+    --------
+    >>> data = np.arange(1, 5)
+    >>> data
+    array([1, 2, 3, 4])
+    >>> np.average(data)
+    2.5
+    >>> np.average(np.arange(1, 11), weights=np.arange(10, 0, -1))
+    4.0
+
+    >>> data = np.arange(6).reshape((3, 2))
+    >>> data
+    array([[0, 1],
+           [2, 3],
+           [4, 5]])
+    >>> np.average(data, axis=1, weights=[1./4, 3./4])
+    array([0.75, 2.75, 4.75])
+    >>> np.average(data, weights=[1./4, 3./4])
+    Traceback (most recent call last):
+        ...
+    TypeError: Axis must be specified when shapes of a and weights differ.
+
+    >>> a = np.ones(5, dtype=np.float128)
+    >>> w = np.ones(5, dtype=np.complex64)
+    >>> avg = np.average(a, weights=w)
+    >>> print(avg.dtype)
+    complex256
+
+    With ``keepdims=True``, the following result has shape (3, 1).
+
+    >>> np.average(data, axis=1, keepdims=True)
+    array([[0.5],
+           [2.5],
+           [4.5]])
+    """
+    a = np.asanyarray(a)
+
+    if keepdims is np._NoValue:
+        # Don't pass on the keepdims argument if one wasn't given.
+        keepdims_kw = {}
+    else:
+        keepdims_kw = {'keepdims': keepdims}
+
+    if weights is None:
+        avg = a.mean(axis, **keepdims_kw)
+        scl = avg.dtype.type(a.size/avg.size)
+    else:
+        wgt = np.asanyarray(weights)
+
+        if issubclass(a.dtype.type, (np.integer, np.bool_)):
+            result_dtype = np.result_type(a.dtype, wgt.dtype, 'f8')
+        else:
+            result_dtype = np.result_type(a.dtype, wgt.dtype)
+
+        # Sanity checks
+        if a.shape != wgt.shape:
+            if axis is None:
+                raise TypeError(
+                    "Axis must be specified when shapes of a and weights "
+                    "differ.")
+            if wgt.ndim != 1:
+                raise TypeError(
+                    "1D weights expected when shapes of a and weights differ.")
+            if wgt.shape[0] != a.shape[axis]:
+                raise ValueError(
+                    "Length of weights not compatible with specified axis.")
+
+            # setup wgt to broadcast along axis
+            wgt = np.broadcast_to(wgt, (a.ndim-1)*(1,) + wgt.shape)
+            wgt = wgt.swapaxes(-1, axis)
+
+        scl = wgt.sum(axis=axis, dtype=result_dtype, **keepdims_kw)
+        if np.any(scl == 0.0):
+            raise ZeroDivisionError(
+                "Weights sum to zero, can't be normalized")
+
+        avg = np.multiply(a, wgt,
+                          dtype=result_dtype).sum(axis, **keepdims_kw) / scl
+
+    if returned:
+        if scl.shape != avg.shape:
+            scl = np.broadcast_to(scl, avg.shape).copy()
+        return avg, scl
+    else:
+        return avg
+
+
+@set_module('numpy')
+def asarray_chkfinite(a, dtype=None, order=None):
+    """Convert the input to an array, checking for NaNs or Infs.
+
+    Parameters
+    ----------
+    a : array_like
+        Input data, in any form that can be converted to an array.  This
+        includes lists, lists of tuples, tuples, tuples of tuples, tuples
+        of lists and ndarrays.  Success requires no NaNs or Infs.
+    dtype : data-type, optional
+        By default, the data-type is inferred from the input data.
+    order : {'C', 'F', 'A', 'K'}, optional
+        Memory layout.  'A' and 'K' depend on the order of input array a.
+        'C' row-major (C-style),
+        'F' column-major (Fortran-style) memory representation.
+        'A' (any) means 'F' if `a` is Fortran contiguous, 'C' otherwise
+        'K' (keep) preserve input order
+        Defaults to 'C'.
+
+    Returns
+    -------
+    out : ndarray
+        Array interpretation of `a`.  No copy is performed if the input
+        is already an ndarray.  If `a` is a subclass of ndarray, a base
+        class ndarray is returned.
+
+    Raises
+    ------
+    ValueError
+        Raises ValueError if `a` contains NaN (Not a Number) or Inf (Infinity).
+
+    See Also
+    --------
+    asarray : Create and array.
+    asanyarray : Similar function which passes through subclasses.
+    ascontiguousarray : Convert input to a contiguous array.
+    asfarray : Convert input to a floating point ndarray.
+    asfortranarray : Convert input to an ndarray with column-major
+                     memory order.
+    fromiter : Create an array from an iterator.
+    fromfunction : Construct an array by executing a function on grid
+                   positions.
+
+    Examples
+    --------
+    Convert a list into an array.  If all elements are finite
+    ``asarray_chkfinite`` is identical to ``asarray``.
+
+    >>> a = [1, 2]
+    >>> np.asarray_chkfinite(a, dtype=float)
+    array([1., 2.])
+
+    Raises ValueError if array_like contains Nans or Infs.
+
+    >>> a = [1, 2, np.inf]
+    >>> try:
+    ...     np.asarray_chkfinite(a)
+    ... except ValueError:
+    ...     print('ValueError')
+    ...
+    ValueError
+
+    """
+    a = asarray(a, dtype=dtype, order=order)
+    if a.dtype.char in typecodes['AllFloat'] and not np.isfinite(a).all():
+        raise ValueError(
+            "array must not contain infs or NaNs")
+    return a
+
+
+def _piecewise_dispatcher(x, condlist, funclist, *args, **kw):
+    yield x
+    # support the undocumented behavior of allowing scalars
+    if np.iterable(condlist):
+        yield from condlist
+
+
+@array_function_dispatch(_piecewise_dispatcher)
+def piecewise(x, condlist, funclist, *args, **kw):
+    """
+    Evaluate a piecewise-defined function.
+
+    Given a set of conditions and corresponding functions, evaluate each
+    function on the input data wherever its condition is true.
+
+    Parameters
+    ----------
+    x : ndarray or scalar
+        The input domain.
+    condlist : list of bool arrays or bool scalars
+        Each boolean array corresponds to a function in `funclist`.  Wherever
+        `condlist[i]` is True, `funclist[i](x)` is used as the output value.
+
+        Each boolean array in `condlist` selects a piece of `x`,
+        and should therefore be of the same shape as `x`.
+
+        The length of `condlist` must correspond to that of `funclist`.
+        If one extra function is given, i.e. if
+        ``len(funclist) == len(condlist) + 1``, then that extra function
+        is the default value, used wherever all conditions are false.
+    funclist : list of callables, f(x,*args,**kw), or scalars
+        Each function is evaluated over `x` wherever its corresponding
+        condition is True.  It should take a 1d array as input and give an 1d
+        array or a scalar value as output.  If, instead of a callable,
+        a scalar is provided then a constant function (``lambda x: scalar``) is
+        assumed.
+    args : tuple, optional
+        Any further arguments given to `piecewise` are passed to the functions
+        upon execution, i.e., if called ``piecewise(..., ..., 1, 'a')``, then
+        each function is called as ``f(x, 1, 'a')``.
+    kw : dict, optional
+        Keyword arguments used in calling `piecewise` are passed to the
+        functions upon execution, i.e., if called
+        ``piecewise(..., ..., alpha=1)``, then each function is called as
+        ``f(x, alpha=1)``.
+
+    Returns
+    -------
+    out : ndarray
+        The output is the same shape and type as x and is found by
+        calling the functions in `funclist` on the appropriate portions of `x`,
+        as defined by the boolean arrays in `condlist`.  Portions not covered
+        by any condition have a default value of 0.
+
+
+    See Also
+    --------
+    choose, select, where
+
+    Notes
+    -----
+    This is similar to choose or select, except that functions are
+    evaluated on elements of `x` that satisfy the corresponding condition from
+    `condlist`.
+
+    The result is::
+
+            |--
+            |funclist[0](x[condlist[0]])
+      out = |funclist[1](x[condlist[1]])
+            |...
+            |funclist[n2](x[condlist[n2]])
+            |--
+
+    Examples
+    --------
+    Define the sigma function, which is -1 for ``x < 0`` and +1 for ``x >= 0``.
+
+    >>> x = np.linspace(-2.5, 2.5, 6)
+    >>> np.piecewise(x, [x < 0, x >= 0], [-1, 1])
+    array([-1., -1., -1.,  1.,  1.,  1.])
+
+    Define the absolute value, which is ``-x`` for ``x <0`` and ``x`` for
+    ``x >= 0``.
+
+    >>> np.piecewise(x, [x < 0, x >= 0], [lambda x: -x, lambda x: x])
+    array([2.5,  1.5,  0.5,  0.5,  1.5,  2.5])
+
+    Apply the same function to a scalar value.
+
+    >>> y = -2
+    >>> np.piecewise(y, [y < 0, y >= 0], [lambda x: -x, lambda x: x])
+    array(2)
+
+    """
+    x = asanyarray(x)
+    n2 = len(funclist)
+
+    # undocumented: single condition is promoted to a list of one condition
+    if isscalar(condlist) or (
+            not isinstance(condlist[0], (list, ndarray)) and x.ndim != 0):
+        condlist = [condlist]
+
+    condlist = asarray(condlist, dtype=bool)
+    n = len(condlist)
+
+    if n == n2 - 1:  # compute the "otherwise" condition.
+        condelse = ~np.any(condlist, axis=0, keepdims=True)
+        condlist = np.concatenate([condlist, condelse], axis=0)
+        n += 1
+    elif n != n2:
+        raise ValueError(
+            "with {} condition(s), either {} or {} functions are expected"
+            .format(n, n, n+1)
+        )
+
+    y = zeros_like(x)
+    for cond, func in zip(condlist, funclist):
+        if not isinstance(func, collections.abc.Callable):
+            y[cond] = func
+        else:
+            vals = x[cond]
+            if vals.size > 0:
+                y[cond] = func(vals, *args, **kw)
+
+    return y
+
+
+def _select_dispatcher(condlist, choicelist, default=None):
+    yield from condlist
+    yield from choicelist
+
+
+@array_function_dispatch(_select_dispatcher)
+def select(condlist, choicelist, default=0):
+    """
+    Return an array drawn from elements in choicelist, depending on conditions.
+
+    Parameters
+    ----------
+    condlist : list of bool ndarrays
+        The list of conditions which determine from which array in `choicelist`
+        the output elements are taken. When multiple conditions are satisfied,
+        the first one encountered in `condlist` is used.
+    choicelist : list of ndarrays
+        The list of arrays from which the output elements are taken. It has
+        to be of the same length as `condlist`.
+    default : scalar, optional
+        The element inserted in `output` when all conditions evaluate to False.
+
+    Returns
+    -------
+    output : ndarray
+        The output at position m is the m-th element of the array in
+        `choicelist` where the m-th element of the corresponding array in
+        `condlist` is True.
+
+    See Also
+    --------
+    where : Return elements from one of two arrays depending on condition.
+    take, choose, compress, diag, diagonal
+
+    Examples
+    --------
+    >>> x = np.arange(6)
+    >>> condlist = [x<3, x>3]
+    >>> choicelist = [x, x**2]
+    >>> np.select(condlist, choicelist, 42)
+    array([ 0,  1,  2, 42, 16, 25])
+
+    >>> condlist = [x<=4, x>3]
+    >>> choicelist = [x, x**2]
+    >>> np.select(condlist, choicelist, 55)
+    array([ 0,  1,  2,  3,  4, 25])
+
+    """
+    # Check the size of condlist and choicelist are the same, or abort.
+    if len(condlist) != len(choicelist):
+        raise ValueError(
+            'list of cases must be same length as list of conditions')
+
+    # Now that the dtype is known, handle the deprecated select([], []) case
+    if len(condlist) == 0:
+        raise ValueError("select with an empty condition list is not possible")
+
+    choicelist = [np.asarray(choice) for choice in choicelist]
+
+    try:
+        intermediate_dtype = np.result_type(*choicelist)
+    except TypeError as e:
+        msg = f'Choicelist elements do not have a common dtype: {e}'
+        raise TypeError(msg) from None
+    default_array = np.asarray(default)
+    choicelist.append(default_array)
+
+    # need to get the result type before broadcasting for correct scalar
+    # behaviour
+    try:
+        dtype = np.result_type(intermediate_dtype, default_array)
+    except TypeError as e:
+        msg = f'Choicelists and default value do not have a common dtype: {e}'
+        raise TypeError(msg) from None
+
+    # Convert conditions to arrays and broadcast conditions and choices
+    # as the shape is needed for the result. Doing it separately optimizes
+    # for example when all choices are scalars.
+    condlist = np.broadcast_arrays(*condlist)
+    choicelist = np.broadcast_arrays(*choicelist)
+
+    # If cond array is not an ndarray in boolean format or scalar bool, abort.
+    for i, cond in enumerate(condlist):
+        if cond.dtype.type is not np.bool_:
+            raise TypeError(
+                'invalid entry {} in condlist: should be boolean ndarray'.format(i))
+
+    if choicelist[0].ndim == 0:
+        # This may be common, so avoid the call.
+        result_shape = condlist[0].shape
+    else:
+        result_shape = np.broadcast_arrays(condlist[0], choicelist[0])[0].shape
+
+    result = np.full(result_shape, choicelist[-1], dtype)
+
+    # Use np.copyto to burn each choicelist array onto result, using the
+    # corresponding condlist as a boolean mask. This is done in reverse
+    # order since the first choice should take precedence.
+    choicelist = choicelist[-2::-1]
+    condlist = condlist[::-1]
+    for choice, cond in zip(choicelist, condlist):
+        np.copyto(result, choice, where=cond)
+
+    return result
+
+
+def _copy_dispatcher(a, order=None, subok=None):
+    return (a,)
+
+
+@array_function_dispatch(_copy_dispatcher)
+def copy(a, order='K', subok=False):
+    """
+    Return an array copy of the given object.
+
+    Parameters
+    ----------
+    a : array_like
+        Input data.
+    order : {'C', 'F', 'A', 'K'}, optional
+        Controls the memory layout of the copy. 'C' means C-order,
+        'F' means F-order, 'A' means 'F' if `a` is Fortran contiguous,
+        'C' otherwise. 'K' means match the layout of `a` as closely
+        as possible. (Note that this function and :meth:`ndarray.copy` are very
+        similar, but have different default values for their order=
+        arguments.)
+    subok : bool, optional
+        If True, then sub-classes will be passed-through, otherwise the
+        returned array will be forced to be a base-class array (defaults to False).
+
+        .. versionadded:: 1.19.0
+
+    Returns
+    -------
+    arr : ndarray
+        Array interpretation of `a`.
+
+    See Also
+    --------
+    ndarray.copy : Preferred method for creating an array copy
+
+    Notes
+    -----
+    This is equivalent to:
+
+    >>> np.array(a, copy=True)  #doctest: +SKIP
+
+    Examples
+    --------
+    Create an array x, with a reference y and a copy z:
+
+    >>> x = np.array([1, 2, 3])
+    >>> y = x
+    >>> z = np.copy(x)
+
+    Note that, when we modify x, y changes, but not z:
+
+    >>> x[0] = 10
+    >>> x[0] == y[0]
+    True
+    >>> x[0] == z[0]
+    False
+
+    Note that, np.copy clears previously set WRITEABLE=False flag.
+
+    >>> a = np.array([1, 2, 3])
+    >>> a.flags["WRITEABLE"] = False
+    >>> b = np.copy(a)
+    >>> b.flags["WRITEABLE"]
+    True
+    >>> b[0] = 3
+    >>> b
+    array([3, 2, 3])
+
+    Note that np.copy is a shallow copy and will not copy object
+    elements within arrays. This is mainly important for arrays
+    containing Python objects. The new array will contain the
+    same object which may lead to surprises if that object can
+    be modified (is mutable):
+
+    >>> a = np.array([1, 'm', [2, 3, 4]], dtype=object)
+    >>> b = np.copy(a)
+    >>> b[2][0] = 10
+    >>> a
+    array([1, 'm', list([10, 3, 4])], dtype=object)
+
+    To ensure all elements within an ``object`` array are copied,
+    use `copy.deepcopy`:
+
+    >>> import copy
+    >>> a = np.array([1, 'm', [2, 3, 4]], dtype=object)
+    >>> c = copy.deepcopy(a)
+    >>> c[2][0] = 10
+    >>> c
+    array([1, 'm', list([10, 3, 4])], dtype=object)
+    >>> a
+    array([1, 'm', list([2, 3, 4])], dtype=object)
+
+    """
+    return array(a, order=order, subok=subok, copy=True)
+
+# Basic operations
+
+
+def _gradient_dispatcher(f, *varargs, axis=None, edge_order=None):
+    yield f
+    yield from varargs
+
+
+@array_function_dispatch(_gradient_dispatcher)
+def gradient(f, *varargs, axis=None, edge_order=1):
+    """
+    Return the gradient of an N-dimensional array.
+
+    The gradient is computed using second order accurate central differences
+    in the interior points and either first or second order accurate one-sides
+    (forward or backwards) differences at the boundaries.
+    The returned gradient hence has the same shape as the input array.
+
+    Parameters
+    ----------
+    f : array_like
+        An N-dimensional array containing samples of a scalar function.
+    varargs : list of scalar or array, optional
+        Spacing between f values. Default unitary spacing for all dimensions.
+        Spacing can be specified using:
+
+        1. single scalar to specify a sample distance for all dimensions.
+        2. N scalars to specify a constant sample distance for each dimension.
+           i.e. `dx`, `dy`, `dz`, ...
+        3. N arrays to specify the coordinates of the values along each
+           dimension of F. The length of the array must match the size of
+           the corresponding dimension
+        4. Any combination of N scalars/arrays with the meaning of 2. and 3.
+
+        If `axis` is given, the number of varargs must equal the number of axes.
+        Default: 1.
+
+    edge_order : {1, 2}, optional
+        Gradient is calculated using N-th order accurate differences
+        at the boundaries. Default: 1.
+
+        .. versionadded:: 1.9.1
+
+    axis : None or int or tuple of ints, optional
+        Gradient is calculated only along the given axis or axes
+        The default (axis = None) is to calculate the gradient for all the axes
+        of the input array. axis may be negative, in which case it counts from
+        the last to the first axis.
+
+        .. versionadded:: 1.11.0
+
+    Returns
+    -------
+    gradient : ndarray or list of ndarray
+        A list of ndarrays (or a single ndarray if there is only one dimension)
+        corresponding to the derivatives of f with respect to each dimension.
+        Each derivative has the same shape as f.
+
+    Examples
+    --------
+    >>> f = np.array([1, 2, 4, 7, 11, 16], dtype=float)
+    >>> np.gradient(f)
+    array([1. , 1.5, 2.5, 3.5, 4.5, 5. ])
+    >>> np.gradient(f, 2)
+    array([0.5 ,  0.75,  1.25,  1.75,  2.25,  2.5 ])
+
+    Spacing can be also specified with an array that represents the coordinates
+    of the values F along the dimensions.
+    For instance a uniform spacing:
+
+    >>> x = np.arange(f.size)
+    >>> np.gradient(f, x)
+    array([1. ,  1.5,  2.5,  3.5,  4.5,  5. ])
+
+    Or a non uniform one:
+
+    >>> x = np.array([0., 1., 1.5, 3.5, 4., 6.], dtype=float)
+    >>> np.gradient(f, x)
+    array([1. ,  3. ,  3.5,  6.7,  6.9,  2.5])
+
+    For two dimensional arrays, the return will be two arrays ordered by
+    axis. In this example the first array stands for the gradient in
+    rows and the second one in columns direction:
+
+    >>> np.gradient(np.array([[1, 2, 6], [3, 4, 5]], dtype=float))
+    [array([[ 2.,  2., -1.],
+           [ 2.,  2., -1.]]), array([[1. , 2.5, 4. ],
+           [1. , 1. , 1. ]])]
+
+    In this example the spacing is also specified:
+    uniform for axis=0 and non uniform for axis=1
+
+    >>> dx = 2.
+    >>> y = [1., 1.5, 3.5]
+    >>> np.gradient(np.array([[1, 2, 6], [3, 4, 5]], dtype=float), dx, y)
+    [array([[ 1. ,  1. , -0.5],
+           [ 1. ,  1. , -0.5]]), array([[2. , 2. , 2. ],
+           [2. , 1.7, 0.5]])]
+
+    It is possible to specify how boundaries are treated using `edge_order`
+
+    >>> x = np.array([0, 1, 2, 3, 4])
+    >>> f = x**2
+    >>> np.gradient(f, edge_order=1)
+    array([1.,  2.,  4.,  6.,  7.])
+    >>> np.gradient(f, edge_order=2)
+    array([0., 2., 4., 6., 8.])
+
+    The `axis` keyword can be used to specify a subset of axes of which the
+    gradient is calculated
+
+    >>> np.gradient(np.array([[1, 2, 6], [3, 4, 5]], dtype=float), axis=0)
+    array([[ 2.,  2., -1.],
+           [ 2.,  2., -1.]])
+
+    Notes
+    -----
+    Assuming that :math:`f\\in C^{3}` (i.e., :math:`f` has at least 3 continuous
+    derivatives) and let :math:`h_{*}` be a non-homogeneous stepsize, we
+    minimize the "consistency error" :math:`\\eta_{i}` between the true gradient
+    and its estimate from a linear combination of the neighboring grid-points:
+
+    .. math::
+
+        \\eta_{i} = f_{i}^{\\left(1\\right)} -
+                    \\left[ \\alpha f\\left(x_{i}\\right) +
+                            \\beta f\\left(x_{i} + h_{d}\\right) +
+                            \\gamma f\\left(x_{i}-h_{s}\\right)
+                    \\right]
+
+    By substituting :math:`f(x_{i} + h_{d})` and :math:`f(x_{i} - h_{s})`
+    with their Taylor series expansion, this translates into solving
+    the following the linear system:
+
+    .. math::
+
+        \\left\\{
+            \\begin{array}{r}
+                \\alpha+\\beta+\\gamma=0 \\\\
+                \\beta h_{d}-\\gamma h_{s}=1 \\\\
+                \\beta h_{d}^{2}+\\gamma h_{s}^{2}=0
+            \\end{array}
+        \\right.
+
+    The resulting approximation of :math:`f_{i}^{(1)}` is the following:
+
+    .. math::
+
+        \\hat f_{i}^{(1)} =
+            \\frac{
+                h_{s}^{2}f\\left(x_{i} + h_{d}\\right)
+                + \\left(h_{d}^{2} - h_{s}^{2}\\right)f\\left(x_{i}\\right)
+                - h_{d}^{2}f\\left(x_{i}-h_{s}\\right)}
+                { h_{s}h_{d}\\left(h_{d} + h_{s}\\right)}
+            + \\mathcal{O}\\left(\\frac{h_{d}h_{s}^{2}
+                                + h_{s}h_{d}^{2}}{h_{d}
+                                + h_{s}}\\right)
+
+    It is worth noting that if :math:`h_{s}=h_{d}`
+    (i.e., data are evenly spaced)
+    we find the standard second order approximation:
+
+    .. math::
+
+        \\hat f_{i}^{(1)}=
+            \\frac{f\\left(x_{i+1}\\right) - f\\left(x_{i-1}\\right)}{2h}
+            + \\mathcal{O}\\left(h^{2}\\right)
+
+    With a similar procedure the forward/backward approximations used for
+    boundaries can be derived.
+
+    References
+    ----------
+    .. [1]  Quarteroni A., Sacco R., Saleri F. (2007) Numerical Mathematics
+            (Texts in Applied Mathematics). New York: Springer.
+    .. [2]  Durran D. R. (1999) Numerical Methods for Wave Equations
+            in Geophysical Fluid Dynamics. New York: Springer.
+    .. [3]  Fornberg B. (1988) Generation of Finite Difference Formulas on
+            Arbitrarily Spaced Grids,
+            Mathematics of Computation 51, no. 184 : 699-706.
+            `PDF <http://www.ams.org/journals/mcom/1988-51-184/
+            S0025-5718-1988-0935077-0/S0025-5718-1988-0935077-0.pdf>`_.
+    """
+    f = np.asanyarray(f)
+    N = f.ndim  # number of dimensions
+
+    if axis is None:
+        axes = tuple(range(N))
+    else:
+        axes = _nx.normalize_axis_tuple(axis, N)
+
+    len_axes = len(axes)
+    n = len(varargs)
+    if n == 0:
+        # no spacing argument - use 1 in all axes
+        dx = [1.0] * len_axes
+    elif n == 1 and np.ndim(varargs[0]) == 0:
+        # single scalar for all axes
+        dx = varargs * len_axes
+    elif n == len_axes:
+        # scalar or 1d array for each axis
+        dx = list(varargs)
+        for i, distances in enumerate(dx):
+            distances = np.asanyarray(distances)
+            if distances.ndim == 0:
+                continue
+            elif distances.ndim != 1:
+                raise ValueError("distances must be either scalars or 1d")
+            if len(distances) != f.shape[axes[i]]:
+                raise ValueError("when 1d, distances must match "
+                                 "the length of the corresponding dimension")
+            if np.issubdtype(distances.dtype, np.integer):
+                # Convert numpy integer types to float64 to avoid modular
+                # arithmetic in np.diff(distances).
+                distances = distances.astype(np.float64)
+            diffx = np.diff(distances)
+            # if distances are constant reduce to the scalar case
+            # since it brings a consistent speedup
+            if (diffx == diffx[0]).all():
+                diffx = diffx[0]
+            dx[i] = diffx
+    else:
+        raise TypeError("invalid number of arguments")
+
+    if edge_order > 2:
+        raise ValueError("'edge_order' greater than 2 not supported")
+
+    # use central differences on interior and one-sided differences on the
+    # endpoints. This preserves second order-accuracy over the full domain.
+
+    outvals = []
+
+    # create slice objects --- initially all are [:, :, ..., :]
+    slice1 = [slice(None)]*N
+    slice2 = [slice(None)]*N
+    slice3 = [slice(None)]*N
+    slice4 = [slice(None)]*N
+
+    otype = f.dtype
+    if otype.type is np.datetime64:
+        # the timedelta dtype with the same unit information
+        otype = np.dtype(otype.name.replace('datetime', 'timedelta'))
+        # view as timedelta to allow addition
+        f = f.view(otype)
+    elif otype.type is np.timedelta64:
+        pass
+    elif np.issubdtype(otype, np.inexact):
+        pass
+    else:
+        # All other types convert to floating point.
+        # First check if f is a numpy integer type; if so, convert f to float64
+        # to avoid modular arithmetic when computing the changes in f.
+        if np.issubdtype(otype, np.integer):
+            f = f.astype(np.float64)
+        otype = np.float64
+
+    for axis, ax_dx in zip(axes, dx):
+        if f.shape[axis] < edge_order + 1:
+            raise ValueError(
+                "Shape of array too small to calculate a numerical gradient, "
+                "at least (edge_order + 1) elements are required.")
+        # result allocation
+        out = np.empty_like(f, dtype=otype)
+
+        # spacing for the current axis
+        uniform_spacing = np.ndim(ax_dx) == 0
+
+        # Numerical differentiation: 2nd order interior
+        slice1[axis] = slice(1, -1)
+        slice2[axis] = slice(None, -2)
+        slice3[axis] = slice(1, -1)
+        slice4[axis] = slice(2, None)
+
+        if uniform_spacing:
+            out[tuple(slice1)] = (f[tuple(slice4)] - f[tuple(slice2)]) / (2. * ax_dx)
+        else:
+            dx1 = ax_dx[0:-1]
+            dx2 = ax_dx[1:]
+            a = -(dx2)/(dx1 * (dx1 + dx2))
+            b = (dx2 - dx1) / (dx1 * dx2)
+            c = dx1 / (dx2 * (dx1 + dx2))
+            # fix the shape for broadcasting
+            shape = np.ones(N, dtype=int)
+            shape[axis] = -1
+            a.shape = b.shape = c.shape = shape
+            # 1D equivalent -- out[1:-1] = a * f[:-2] + b * f[1:-1] + c * f[2:]
+            out[tuple(slice1)] = a * f[tuple(slice2)] + b * f[tuple(slice3)] + c * f[tuple(slice4)]
+
+        # Numerical differentiation: 1st order edges
+        if edge_order == 1:
+            slice1[axis] = 0
+            slice2[axis] = 1
+            slice3[axis] = 0
+            dx_0 = ax_dx if uniform_spacing else ax_dx[0]
+            # 1D equivalent -- out[0] = (f[1] - f[0]) / (x[1] - x[0])
+            out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_0
+
+            slice1[axis] = -1
+            slice2[axis] = -1
+            slice3[axis] = -2
+            dx_n = ax_dx if uniform_spacing else ax_dx[-1]
+            # 1D equivalent -- out[-1] = (f[-1] - f[-2]) / (x[-1] - x[-2])
+            out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_n
+
+        # Numerical differentiation: 2nd order edges
+        else:
+            slice1[axis] = 0
+            slice2[axis] = 0
+            slice3[axis] = 1
+            slice4[axis] = 2
+            if uniform_spacing:
+                a = -1.5 / ax_dx
+                b = 2. / ax_dx
+                c = -0.5 / ax_dx
+            else:
+                dx1 = ax_dx[0]
+                dx2 = ax_dx[1]
+                a = -(2. * dx1 + dx2)/(dx1 * (dx1 + dx2))
+                b = (dx1 + dx2) / (dx1 * dx2)
+                c = - dx1 / (dx2 * (dx1 + dx2))
+            # 1D equivalent -- out[0] = a * f[0] + b * f[1] + c * f[2]
+            out[tuple(slice1)] = a * f[tuple(slice2)] + b * f[tuple(slice3)] + c * f[tuple(slice4)]
+
+            slice1[axis] = -1
+            slice2[axis] = -3
+            slice3[axis] = -2
+            slice4[axis] = -1
+            if uniform_spacing:
+                a = 0.5 / ax_dx
+                b = -2. / ax_dx
+                c = 1.5 / ax_dx
+            else:
+                dx1 = ax_dx[-2]
+                dx2 = ax_dx[-1]
+                a = (dx2) / (dx1 * (dx1 + dx2))
+                b = - (dx2 + dx1) / (dx1 * dx2)
+                c = (2. * dx2 + dx1) / (dx2 * (dx1 + dx2))
+            # 1D equivalent -- out[-1] = a * f[-3] + b * f[-2] + c * f[-1]
+            out[tuple(slice1)] = a * f[tuple(slice2)] + b * f[tuple(slice3)] + c * f[tuple(slice4)]
+
+        outvals.append(out)
+
+        # reset the slice object in this dimension to ":"
+        slice1[axis] = slice(None)
+        slice2[axis] = slice(None)
+        slice3[axis] = slice(None)
+        slice4[axis] = slice(None)
+
+    if len_axes == 1:
+        return outvals[0]
+    else:
+        return outvals
+
+
+def _diff_dispatcher(a, n=None, axis=None, prepend=None, append=None):
+    return (a, prepend, append)
+
+
+@array_function_dispatch(_diff_dispatcher)
+def diff(a, n=1, axis=-1, prepend=np._NoValue, append=np._NoValue):
+    """
+    Calculate the n-th discrete difference along the given axis.
+
+    The first difference is given by ``out[i] = a[i+1] - a[i]`` along
+    the given axis, higher differences are calculated by using `diff`
+    recursively.
+
+    Parameters
+    ----------
+    a : array_like
+        Input array
+    n : int, optional
+        The number of times values are differenced. If zero, the input
+        is returned as-is.
+    axis : int, optional
+        The axis along which the difference is taken, default is the
+        last axis.
+    prepend, append : array_like, optional
+        Values to prepend or append to `a` along axis prior to
+        performing the difference.  Scalar values are expanded to
+        arrays with length 1 in the direction of axis and the shape
+        of the input array in along all other axes.  Otherwise the
+        dimension and shape must match `a` except along axis.
+
+        .. versionadded:: 1.16.0
+
+    Returns
+    -------
+    diff : ndarray
+        The n-th differences. The shape of the output is the same as `a`
+        except along `axis` where the dimension is smaller by `n`. The
+        type of the output is the same as the type of the difference
+        between any two elements of `a`. This is the same as the type of
+        `a` in most cases. A notable exception is `datetime64`, which
+        results in a `timedelta64` output array.
+
+    See Also
+    --------
+    gradient, ediff1d, cumsum
+
+    Notes
+    -----
+    Type is preserved for boolean arrays, so the result will contain
+    `False` when consecutive elements are the same and `True` when they
+    differ.
+
+    For unsigned integer arrays, the results will also be unsigned. This
+    should not be surprising, as the result is consistent with
+    calculating the difference directly:
+
+    >>> u8_arr = np.array([1, 0], dtype=np.uint8)
+    >>> np.diff(u8_arr)
+    array([255], dtype=uint8)
+    >>> u8_arr[1,...] - u8_arr[0,...]
+    255
+
+    If this is not desirable, then the array should be cast to a larger
+    integer type first:
+
+    >>> i16_arr = u8_arr.astype(np.int16)
+    >>> np.diff(i16_arr)
+    array([-1], dtype=int16)
+
+    Examples
+    --------
+    >>> x = np.array([1, 2, 4, 7, 0])
+    >>> np.diff(x)
+    array([ 1,  2,  3, -7])
+    >>> np.diff(x, n=2)
+    array([  1,   1, -10])
+
+    >>> x = np.array([[1, 3, 6, 10], [0, 5, 6, 8]])
+    >>> np.diff(x)
+    array([[2, 3, 4],
+           [5, 1, 2]])
+    >>> np.diff(x, axis=0)
+    array([[-1,  2,  0, -2]])
+
+    >>> x = np.arange('1066-10-13', '1066-10-16', dtype=np.datetime64)
+    >>> np.diff(x)
+    array([1, 1], dtype='timedelta64[D]')
+
+    """
+    if n == 0:
+        return a
+    if n < 0:
+        raise ValueError(
+            "order must be non-negative but got " + repr(n))
+
+    a = asanyarray(a)
+    nd = a.ndim
+    if nd == 0:
+        raise ValueError("diff requires input that is at least one dimensional")
+    axis = normalize_axis_index(axis, nd)
+
+    combined = []
+    if prepend is not np._NoValue:
+        prepend = np.asanyarray(prepend)
+        if prepend.ndim == 0:
+            shape = list(a.shape)
+            shape[axis] = 1
+            prepend = np.broadcast_to(prepend, tuple(shape))
+        combined.append(prepend)
+
+    combined.append(a)
+
+    if append is not np._NoValue:
+        append = np.asanyarray(append)
+        if append.ndim == 0:
+            shape = list(a.shape)
+            shape[axis] = 1
+            append = np.broadcast_to(append, tuple(shape))
+        combined.append(append)
+
+    if len(combined) > 1:
+        a = np.concatenate(combined, axis)
+
+    slice1 = [slice(None)] * nd
+    slice2 = [slice(None)] * nd
+    slice1[axis] = slice(1, None)
+    slice2[axis] = slice(None, -1)
+    slice1 = tuple(slice1)
+    slice2 = tuple(slice2)
+
+    op = not_equal if a.dtype == np.bool_ else subtract
+    for _ in range(n):
+        a = op(a[slice1], a[slice2])
+
+    return a
+
+
+def _interp_dispatcher(x, xp, fp, left=None, right=None, period=None):
+    return (x, xp, fp)
+
+
+@array_function_dispatch(_interp_dispatcher)
+def interp(x, xp, fp, left=None, right=None, period=None):
+    """
+    One-dimensional linear interpolation for monotonically increasing sample points.
+
+    Returns the one-dimensional piecewise linear interpolant to a function
+    with given discrete data points (`xp`, `fp`), evaluated at `x`.
+
+    Parameters
+    ----------
+    x : array_like
+        The x-coordinates at which to evaluate the interpolated values.
+
+    xp : 1-D sequence of floats
+        The x-coordinates of the data points, must be increasing if argument
+        `period` is not specified. Otherwise, `xp` is internally sorted after
+        normalizing the periodic boundaries with ``xp = xp % period``.
+
+    fp : 1-D sequence of float or complex
+        The y-coordinates of the data points, same length as `xp`.
+
+    left : optional float or complex corresponding to fp
+        Value to return for `x < xp[0]`, default is `fp[0]`.
+
+    right : optional float or complex corresponding to fp
+        Value to return for `x > xp[-1]`, default is `fp[-1]`.
+
+    period : None or float, optional
+        A period for the x-coordinates. This parameter allows the proper
+        interpolation of angular x-coordinates. Parameters `left` and `right`
+        are ignored if `period` is specified.
+
+        .. versionadded:: 1.10.0
+
+    Returns
+    -------
+    y : float or complex (corresponding to fp) or ndarray
+        The interpolated values, same shape as `x`.
+
+    Raises
+    ------
+    ValueError
+        If `xp` and `fp` have different length
+        If `xp` or `fp` are not 1-D sequences
+        If `period == 0`
+
+    See Also
+    --------
+    scipy.interpolate
+
+    Warnings
+    --------
+    The x-coordinate sequence is expected to be increasing, but this is not
+    explicitly enforced.  However, if the sequence `xp` is non-increasing,
+    interpolation results are meaningless.
+
+    Note that, since NaN is unsortable, `xp` also cannot contain NaNs.
+
+    A simple check for `xp` being strictly increasing is::
+
+        np.all(np.diff(xp) > 0)
+
+    Examples
+    --------
+    >>> xp = [1, 2, 3]
+    >>> fp = [3, 2, 0]
+    >>> np.interp(2.5, xp, fp)
+    1.0
+    >>> np.interp([0, 1, 1.5, 2.72, 3.14], xp, fp)
+    array([3.  , 3.  , 2.5 , 0.56, 0.  ])
+    >>> UNDEF = -99.0
+    >>> np.interp(3.14, xp, fp, right=UNDEF)
+    -99.0
+
+    Plot an interpolant to the sine function:
+
+    >>> x = np.linspace(0, 2*np.pi, 10)
+    >>> y = np.sin(x)
+    >>> xvals = np.linspace(0, 2*np.pi, 50)
+    >>> yinterp = np.interp(xvals, x, y)
+    >>> import matplotlib.pyplot as plt
+    >>> plt.plot(x, y, 'o')
+    [<matplotlib.lines.Line2D object at 0x...>]
+    >>> plt.plot(xvals, yinterp, '-x')
+    [<matplotlib.lines.Line2D object at 0x...>]
+    >>> plt.show()
+
+    Interpolation with periodic x-coordinates:
+
+    >>> x = [-180, -170, -185, 185, -10, -5, 0, 365]
+    >>> xp = [190, -190, 350, -350]
+    >>> fp = [5, 10, 3, 4]
+    >>> np.interp(x, xp, fp, period=360)
+    array([7.5 , 5.  , 8.75, 6.25, 3.  , 3.25, 3.5 , 3.75])
+
+    Complex interpolation:
+
+    >>> x = [1.5, 4.0]
+    >>> xp = [2,3,5]
+    >>> fp = [1.0j, 0, 2+3j]
+    >>> np.interp(x, xp, fp)
+    array([0.+1.j , 1.+1.5j])
+
+    """
+
+    fp = np.asarray(fp)
+
+    if np.iscomplexobj(fp):
+        interp_func = compiled_interp_complex
+        input_dtype = np.complex128
+    else:
+        interp_func = compiled_interp
+        input_dtype = np.float64
+
+    if period is not None:
+        if period == 0:
+            raise ValueError("period must be a non-zero value")
+        period = abs(period)
+        left = None
+        right = None
+
+        x = np.asarray(x, dtype=np.float64)
+        xp = np.asarray(xp, dtype=np.float64)
+        fp = np.asarray(fp, dtype=input_dtype)
+
+        if xp.ndim != 1 or fp.ndim != 1:
+            raise ValueError("Data points must be 1-D sequences")
+        if xp.shape[0] != fp.shape[0]:
+            raise ValueError("fp and xp are not of the same length")
+        # normalizing periodic boundaries
+        x = x % period
+        xp = xp % period
+        asort_xp = np.argsort(xp)
+        xp = xp[asort_xp]
+        fp = fp[asort_xp]
+        xp = np.concatenate((xp[-1:]-period, xp, xp[0:1]+period))
+        fp = np.concatenate((fp[-1:], fp, fp[0:1]))
+
+    return interp_func(x, xp, fp, left, right)
+
+
+def _angle_dispatcher(z, deg=None):
+    return (z,)
+
+
+@array_function_dispatch(_angle_dispatcher)
+def angle(z, deg=False):
+    """
+    Return the angle of the complex argument.
+
+    Parameters
+    ----------
+    z : array_like
+        A complex number or sequence of complex numbers.
+    deg : bool, optional
+        Return angle in degrees if True, radians if False (default).
+
+    Returns
+    -------
+    angle : ndarray or scalar
+        The counterclockwise angle from the positive real axis on the complex
+        plane in the range ``(-pi, pi]``, with dtype as numpy.float64.
+
+        .. versionchanged:: 1.16.0
+            This function works on subclasses of ndarray like `ma.array`.
+
+    See Also
+    --------
+    arctan2
+    absolute
+
+    Notes
+    -----
+    Although the angle of the complex number 0 is undefined, ``numpy.angle(0)``
+    returns the value 0.
+
+    Examples
+    --------
+    >>> np.angle([1.0, 1.0j, 1+1j])               # in radians
+    array([ 0.        ,  1.57079633,  0.78539816]) # may vary
+    >>> np.angle(1+1j, deg=True)                  # in degrees
+    45.0
+
+    """
+    z = asanyarray(z)
+    if issubclass(z.dtype.type, _nx.complexfloating):
+        zimag = z.imag
+        zreal = z.real
+    else:
+        zimag = 0
+        zreal = z
+
+    a = arctan2(zimag, zreal)
+    if deg:
+        a *= 180/pi
+    return a
+
+
+def _unwrap_dispatcher(p, discont=None, axis=None, *, period=None):
+    return (p,)
+
+
+@array_function_dispatch(_unwrap_dispatcher)
+def unwrap(p, discont=None, axis=-1, *, period=2*pi):
+    r"""
+    Unwrap by taking the complement of large deltas with respect to the period.
+
+    This unwraps a signal `p` by changing elements which have an absolute
+    difference from their predecessor of more than ``max(discont, period/2)``
+    to their `period`-complementary values.
+
+    For the default case where `period` is :math:`2\pi` and `discont` is
+    :math:`\pi`, this unwraps a radian phase `p` such that adjacent differences
+    are never greater than :math:`\pi` by adding :math:`2k\pi` for some
+    integer :math:`k`.
+
+    Parameters
+    ----------
+    p : array_like
+        Input array.
+    discont : float, optional
+        Maximum discontinuity between values, default is ``period/2``.
+        Values below ``period/2`` are treated as if they were ``period/2``.
+        To have an effect different from the default, `discont` should be
+        larger than ``period/2``.
+    axis : int, optional
+        Axis along which unwrap will operate, default is the last axis.
+    period : float, optional
+        Size of the range over which the input wraps. By default, it is
+        ``2 pi``.
+
+        .. versionadded:: 1.21.0
+
+    Returns
+    -------
+    out : ndarray
+        Output array.
+
+    See Also
+    --------
+    rad2deg, deg2rad
+
+    Notes
+    -----
+    If the discontinuity in `p` is smaller than ``period/2``,
+    but larger than `discont`, no unwrapping is done because taking
+    the complement would only make the discontinuity larger.
+
+    Examples
+    --------
+    >>> phase = np.linspace(0, np.pi, num=5)
+    >>> phase[3:] += np.pi
+    >>> phase
+    array([ 0.        ,  0.78539816,  1.57079633,  5.49778714,  6.28318531]) # may vary
+    >>> np.unwrap(phase)
+    array([ 0.        ,  0.78539816,  1.57079633, -0.78539816,  0.        ]) # may vary
+    >>> np.unwrap([0, 1, 2, -1, 0], period=4)
+    array([0, 1, 2, 3, 4])
+    >>> np.unwrap([ 1, 2, 3, 4, 5, 6, 1, 2, 3], period=6)
+    array([1, 2, 3, 4, 5, 6, 7, 8, 9])
+    >>> np.unwrap([2, 3, 4, 5, 2, 3, 4, 5], period=4)
+    array([2, 3, 4, 5, 6, 7, 8, 9])
+    >>> phase_deg = np.mod(np.linspace(0 ,720, 19), 360) - 180
+    >>> np.unwrap(phase_deg, period=360)
+    array([-180., -140., -100.,  -60.,  -20.,   20.,   60.,  100.,  140.,
+            180.,  220.,  260.,  300.,  340.,  380.,  420.,  460.,  500.,
+            540.])
+    """
+    p = asarray(p)
+    nd = p.ndim
+    dd = diff(p, axis=axis)
+    if discont is None:
+        discont = period/2
+    slice1 = [slice(None, None)]*nd     # full slices
+    slice1[axis] = slice(1, None)
+    slice1 = tuple(slice1)
+    dtype = np.result_type(dd, period)
+    if _nx.issubdtype(dtype, _nx.integer):
+        interval_high, rem = divmod(period, 2)
+        boundary_ambiguous = rem == 0
+    else:
+        interval_high = period / 2
+        boundary_ambiguous = True
+    interval_low = -interval_high
+    ddmod = mod(dd - interval_low, period) + interval_low
+    if boundary_ambiguous:
+        # for `mask = (abs(dd) == period/2)`, the above line made
+        # `ddmod[mask] == -period/2`. correct these such that
+        # `ddmod[mask] == sign(dd[mask])*period/2`.
+        _nx.copyto(ddmod, interval_high,
+                   where=(ddmod == interval_low) & (dd > 0))
+    ph_correct = ddmod - dd
+    _nx.copyto(ph_correct, 0, where=abs(dd) < discont)
+    up = array(p, copy=True, dtype=dtype)
+    up[slice1] = p[slice1] + ph_correct.cumsum(axis)
+    return up
+
+
+def _sort_complex(a):
+    return (a,)
+
+
+@array_function_dispatch(_sort_complex)
+def sort_complex(a):
+    """
+    Sort a complex array using the real part first, then the imaginary part.
+
+    Parameters
+    ----------
+    a : array_like
+        Input array
+
+    Returns
+    -------
+    out : complex ndarray
+        Always returns a sorted complex array.
+
+    Examples
+    --------
+    >>> np.sort_complex([5, 3, 6, 2, 1])
+    array([1.+0.j, 2.+0.j, 3.+0.j, 5.+0.j, 6.+0.j])
+
+    >>> np.sort_complex([1 + 2j, 2 - 1j, 3 - 2j, 3 - 3j, 3 + 5j])
+    array([1.+2.j,  2.-1.j,  3.-3.j,  3.-2.j,  3.+5.j])
+
+    """
+    b = array(a, copy=True)
+    b.sort()
+    if not issubclass(b.dtype.type, _nx.complexfloating):
+        if b.dtype.char in 'bhBH':
+            return b.astype('F')
+        elif b.dtype.char == 'g':
+            return b.astype('G')
+        else:
+            return b.astype('D')
+    else:
+        return b
+
+
+def _trim_zeros(filt, trim=None):
+    return (filt,)
+
+
+@array_function_dispatch(_trim_zeros)
+def trim_zeros(filt, trim='fb'):
+    """
+    Trim the leading and/or trailing zeros from a 1-D array or sequence.
+
+    Parameters
+    ----------
+    filt : 1-D array or sequence
+        Input array.
+    trim : str, optional
+        A string with 'f' representing trim from front and 'b' to trim from
+        back. Default is 'fb', trim zeros from both front and back of the
+        array.
+
+    Returns
+    -------
+    trimmed : 1-D array or sequence
+        The result of trimming the input. The input data type is preserved.
+
+    Examples
+    --------
+    >>> a = np.array((0, 0, 0, 1, 2, 3, 0, 2, 1, 0))
+    >>> np.trim_zeros(a)
+    array([1, 2, 3, 0, 2, 1])
+
+    >>> np.trim_zeros(a, 'b')
+    array([0, 0, 0, ..., 0, 2, 1])
+
+    The input data type is preserved, list/tuple in means list/tuple out.
+
+    >>> np.trim_zeros([0, 1, 2, 0])
+    [1, 2]
+
+    """
+
+    first = 0
+    trim = trim.upper()
+    if 'F' in trim:
+        for i in filt:
+            if i != 0.:
+                break
+            else:
+                first = first + 1
+    last = len(filt)
+    if 'B' in trim:
+        for i in filt[::-1]:
+            if i != 0.:
+                break
+            else:
+                last = last - 1
+    return filt[first:last]
+
+
+def _extract_dispatcher(condition, arr):
+    return (condition, arr)
+
+
+@array_function_dispatch(_extract_dispatcher)
+def extract(condition, arr):
+    """
+    Return the elements of an array that satisfy some condition.
+
+    This is equivalent to ``np.compress(ravel(condition), ravel(arr))``.  If
+    `condition` is boolean ``np.extract`` is equivalent to ``arr[condition]``.
+
+    Note that `place` does the exact opposite of `extract`.
+
+    Parameters
+    ----------
+    condition : array_like
+        An array whose nonzero or True entries indicate the elements of `arr`
+        to extract.
+    arr : array_like
+        Input array of the same size as `condition`.
+
+    Returns
+    -------
+    extract : ndarray
+        Rank 1 array of values from `arr` where `condition` is True.
+
+    See Also
+    --------
+    take, put, copyto, compress, place
+
+    Examples
+    --------
+    >>> arr = np.arange(12).reshape((3, 4))
+    >>> arr
+    array([[ 0,  1,  2,  3],
+           [ 4,  5,  6,  7],
+           [ 8,  9, 10, 11]])
+    >>> condition = np.mod(arr, 3)==0
+    >>> condition
+    array([[ True, False, False,  True],
+           [False, False,  True, False],
+           [False,  True, False, False]])
+    >>> np.extract(condition, arr)
+    array([0, 3, 6, 9])
+
+
+    If `condition` is boolean:
+
+    >>> arr[condition]
+    array([0, 3, 6, 9])
+
+    """
+    return _nx.take(ravel(arr), nonzero(ravel(condition))[0])
+
+
+def _place_dispatcher(arr, mask, vals):
+    return (arr, mask, vals)
+
+
+@array_function_dispatch(_place_dispatcher)
+def place(arr, mask, vals):
+    """
+    Change elements of an array based on conditional and input values.
+
+    Similar to ``np.copyto(arr, vals, where=mask)``, the difference is that
+    `place` uses the first N elements of `vals`, where N is the number of
+    True values in `mask`, while `copyto` uses the elements where `mask`
+    is True.
+
+    Note that `extract` does the exact opposite of `place`.
+
+    Parameters
+    ----------
+    arr : ndarray
+        Array to put data into.
+    mask : array_like
+        Boolean mask array. Must have the same size as `a`.
+    vals : 1-D sequence
+        Values to put into `a`. Only the first N elements are used, where
+        N is the number of True values in `mask`. If `vals` is smaller
+        than N, it will be repeated, and if elements of `a` are to be masked,
+        this sequence must be non-empty.
+
+    See Also
+    --------
+    copyto, put, take, extract
+
+    Examples
+    --------
+    >>> arr = np.arange(6).reshape(2, 3)
+    >>> np.place(arr, arr>2, [44, 55])
+    >>> arr
+    array([[ 0,  1,  2],
+           [44, 55, 44]])
+
+    """
+    if not isinstance(arr, np.ndarray):
+        raise TypeError("argument 1 must be numpy.ndarray, "
+                        "not {name}".format(name=type(arr).__name__))
+
+    return _insert(arr, mask, vals)
+
+
+def disp(mesg, device=None, linefeed=True):
+    """
+    Display a message on a device.
+
+    Parameters
+    ----------
+    mesg : str
+        Message to display.
+    device : object
+        Device to write message. If None, defaults to ``sys.stdout`` which is
+        very similar to ``print``. `device` needs to have ``write()`` and
+        ``flush()`` methods.
+    linefeed : bool, optional
+        Option whether to print a line feed or not. Defaults to True.
+
+    Raises
+    ------
+    AttributeError
+        If `device` does not have a ``write()`` or ``flush()`` method.
+
+    Examples
+    --------
+    Besides ``sys.stdout``, a file-like object can also be used as it has
+    both required methods:
+
+    >>> from io import StringIO
+    >>> buf = StringIO()
+    >>> np.disp(u'"Display" in a file', device=buf)
+    >>> buf.getvalue()
+    '"Display" in a file\\n'
+
+    """
+    if device is None:
+        device = sys.stdout
+    if linefeed:
+        device.write('%s\n' % mesg)
+    else:
+        device.write('%s' % mesg)
+    device.flush()
+    return
+
+
+# See https://docs.scipy.org/doc/numpy/reference/c-api.generalized-ufuncs.html
+_DIMENSION_NAME = r'\w+'
+_CORE_DIMENSION_LIST = '(?:{0:}(?:,{0:})*)?'.format(_DIMENSION_NAME)
+_ARGUMENT = r'\({}\)'.format(_CORE_DIMENSION_LIST)
+_ARGUMENT_LIST = '{0:}(?:,{0:})*'.format(_ARGUMENT)
+_SIGNATURE = '^{0:}->{0:}$'.format(_ARGUMENT_LIST)
+
+
+def _parse_gufunc_signature(signature):
+    """
+    Parse string signatures for a generalized universal function.
+
+    Arguments
+    ---------
+    signature : string
+        Generalized universal function signature, e.g., ``(m,n),(n,p)->(m,p)``
+        for ``np.matmul``.
+
+    Returns
+    -------
+    Tuple of input and output core dimensions parsed from the signature, each
+    of the form List[Tuple[str, ...]].
+    """
+    signature = re.sub(r'\s+', '', signature)
+
+    if not re.match(_SIGNATURE, signature):
+        raise ValueError(
+            'not a valid gufunc signature: {}'.format(signature))
+    return tuple([tuple(re.findall(_DIMENSION_NAME, arg))
+                  for arg in re.findall(_ARGUMENT, arg_list)]
+                 for arg_list in signature.split('->'))
+
+
+def _update_dim_sizes(dim_sizes, arg, core_dims):
+    """
+    Incrementally check and update core dimension sizes for a single argument.
+
+    Arguments
+    ---------
+    dim_sizes : Dict[str, int]
+        Sizes of existing core dimensions. Will be updated in-place.
+    arg : ndarray
+        Argument to examine.
+    core_dims : Tuple[str, ...]
+        Core dimensions for this argument.
+    """
+    if not core_dims:
+        return
+
+    num_core_dims = len(core_dims)
+    if arg.ndim < num_core_dims:
+        raise ValueError(
+            '%d-dimensional argument does not have enough '
+            'dimensions for all core dimensions %r'
+            % (arg.ndim, core_dims))
+
+    core_shape = arg.shape[-num_core_dims:]
+    for dim, size in zip(core_dims, core_shape):
+        if dim in dim_sizes:
+            if size != dim_sizes[dim]:
+                raise ValueError(
+                    'inconsistent size for core dimension %r: %r vs %r'
+                    % (dim, size, dim_sizes[dim]))
+        else:
+            dim_sizes[dim] = size
+
+
+def _parse_input_dimensions(args, input_core_dims):
+    """
+    Parse broadcast and core dimensions for vectorize with a signature.
+
+    Arguments
+    ---------
+    args : Tuple[ndarray, ...]
+        Tuple of input arguments to examine.
+    input_core_dims : List[Tuple[str, ...]]
+        List of core dimensions corresponding to each input.
+
+    Returns
+    -------
+    broadcast_shape : Tuple[int, ...]
+        Common shape to broadcast all non-core dimensions to.
+    dim_sizes : Dict[str, int]
+        Common sizes for named core dimensions.
+    """
+    broadcast_args = []
+    dim_sizes = {}
+    for arg, core_dims in zip(args, input_core_dims):
+        _update_dim_sizes(dim_sizes, arg, core_dims)
+        ndim = arg.ndim - len(core_dims)
+        dummy_array = np.lib.stride_tricks.as_strided(0, arg.shape[:ndim])
+        broadcast_args.append(dummy_array)
+    broadcast_shape = np.lib.stride_tricks._broadcast_shape(*broadcast_args)
+    return broadcast_shape, dim_sizes
+
+
+def _calculate_shapes(broadcast_shape, dim_sizes, list_of_core_dims):
+    """Helper for calculating broadcast shapes with core dimensions."""
+    return [broadcast_shape + tuple(dim_sizes[dim] for dim in core_dims)
+            for core_dims in list_of_core_dims]
+
+
+def _create_arrays(broadcast_shape, dim_sizes, list_of_core_dims, dtypes,
+                   results=None):
+    """Helper for creating output arrays in vectorize."""
+    shapes = _calculate_shapes(broadcast_shape, dim_sizes, list_of_core_dims)
+    if dtypes is None:
+        dtypes = [None] * len(shapes)
+    if results is None:
+        arrays = tuple(np.empty(shape=shape, dtype=dtype)
+                       for shape, dtype in zip(shapes, dtypes))
+    else:
+        arrays = tuple(np.empty_like(result, shape=shape, dtype=dtype)
+                       for result, shape, dtype
+                       in zip(results, shapes, dtypes))
+    return arrays
+
+
+@set_module('numpy')
+class vectorize:
+    """
+    vectorize(pyfunc, otypes=None, doc=None, excluded=None, cache=False,
+              signature=None)
+
+    Generalized function class.
+
+    Define a vectorized function which takes a nested sequence of objects or
+    numpy arrays as inputs and returns a single numpy array or a tuple of numpy
+    arrays. The vectorized function evaluates `pyfunc` over successive tuples
+    of the input arrays like the python map function, except it uses the
+    broadcasting rules of numpy.
+
+    The data type of the output of `vectorized` is determined by calling
+    the function with the first element of the input.  This can be avoided
+    by specifying the `otypes` argument.
+
+    Parameters
+    ----------
+    pyfunc : callable
+        A python function or method.
+    otypes : str or list of dtypes, optional
+        The output data type. It must be specified as either a string of
+        typecode characters or a list of data type specifiers. There should
+        be one data type specifier for each output.
+    doc : str, optional
+        The docstring for the function. If None, the docstring will be the
+        ``pyfunc.__doc__``.
+    excluded : set, optional
+        Set of strings or integers representing the positional or keyword
+        arguments for which the function will not be vectorized.  These will be
+        passed directly to `pyfunc` unmodified.
+
+        .. versionadded:: 1.7.0
+
+    cache : bool, optional
+        If `True`, then cache the first function call that determines the number
+        of outputs if `otypes` is not provided.
+
+        .. versionadded:: 1.7.0
+
+    signature : string, optional
+        Generalized universal function signature, e.g., ``(m,n),(n)->(m)`` for
+        vectorized matrix-vector multiplication. If provided, ``pyfunc`` will
+        be called with (and expected to return) arrays with shapes given by the
+        size of corresponding core dimensions. By default, ``pyfunc`` is
+        assumed to take scalars as input and output.
+
+        .. versionadded:: 1.12.0
+
+    Returns
+    -------
+    vectorized : callable
+        Vectorized function.
+
+    See Also
+    --------
+    frompyfunc : Takes an arbitrary Python function and returns a ufunc
+
+    Notes
+    -----
+    The `vectorize` function is provided primarily for convenience, not for
+    performance. The implementation is essentially a for loop.
+
+    If `otypes` is not specified, then a call to the function with the
+    first argument will be used to determine the number of outputs.  The
+    results of this call will be cached if `cache` is `True` to prevent
+    calling the function twice.  However, to implement the cache, the
+    original function must be wrapped which will slow down subsequent
+    calls, so only do this if your function is expensive.
+
+    The new keyword argument interface and `excluded` argument support
+    further degrades performance.
+
+    References
+    ----------
+    .. [1] :doc:`/reference/c-api/generalized-ufuncs`
+
+    Examples
+    --------
+    >>> def myfunc(a, b):
+    ...     "Return a-b if a>b, otherwise return a+b"
+    ...     if a > b:
+    ...         return a - b
+    ...     else:
+    ...         return a + b
+
+    >>> vfunc = np.vectorize(myfunc)
+    >>> vfunc([1, 2, 3, 4], 2)
+    array([3, 4, 1, 2])
+
+    The docstring is taken from the input function to `vectorize` unless it
+    is specified:
+
+    >>> vfunc.__doc__
+    'Return a-b if a>b, otherwise return a+b'
+    >>> vfunc = np.vectorize(myfunc, doc='Vectorized `myfunc`')
+    >>> vfunc.__doc__
+    'Vectorized `myfunc`'
+
+    The output type is determined by evaluating the first element of the input,
+    unless it is specified:
+
+    >>> out = vfunc([1, 2, 3, 4], 2)
+    >>> type(out[0])
+    <class 'numpy.int64'>
+    >>> vfunc = np.vectorize(myfunc, otypes=[float])
+    >>> out = vfunc([1, 2, 3, 4], 2)
+    >>> type(out[0])
+    <class 'numpy.float64'>
+
+    The `excluded` argument can be used to prevent vectorizing over certain
+    arguments.  This can be useful for array-like arguments of a fixed length
+    such as the coefficients for a polynomial as in `polyval`:
+
+    >>> def mypolyval(p, x):
+    ...     _p = list(p)
+    ...     res = _p.pop(0)
+    ...     while _p:
+    ...         res = res*x + _p.pop(0)
+    ...     return res
+    >>> vpolyval = np.vectorize(mypolyval, excluded=['p'])
+    >>> vpolyval(p=[1, 2, 3], x=[0, 1])
+    array([3, 6])
+
+    Positional arguments may also be excluded by specifying their position:
+
+    >>> vpolyval.excluded.add(0)
+    >>> vpolyval([1, 2, 3], x=[0, 1])
+    array([3, 6])
+
+    The `signature` argument allows for vectorizing functions that act on
+    non-scalar arrays of fixed length. For example, you can use it for a
+    vectorized calculation of Pearson correlation coefficient and its p-value:
+
+    >>> import scipy.stats
+    >>> pearsonr = np.vectorize(scipy.stats.pearsonr,
+    ...                 signature='(n),(n)->(),()')
+    >>> pearsonr([[0, 1, 2, 3]], [[1, 2, 3, 4], [4, 3, 2, 1]])
+    (array([ 1., -1.]), array([ 0.,  0.]))
+
+    Or for a vectorized convolution:
+
+    >>> convolve = np.vectorize(np.convolve, signature='(n),(m)->(k)')
+    >>> convolve(np.eye(4), [1, 2, 1])
+    array([[1., 2., 1., 0., 0., 0.],
+           [0., 1., 2., 1., 0., 0.],
+           [0., 0., 1., 2., 1., 0.],
+           [0., 0., 0., 1., 2., 1.]])
+
+    """
+    def __init__(self, pyfunc, otypes=None, doc=None, excluded=None,
+                 cache=False, signature=None):
+        self.pyfunc = pyfunc
+        self.cache = cache
+        self.signature = signature
+        self._ufunc = {}    # Caching to improve default performance
+
+        if doc is None:
+            self.__doc__ = pyfunc.__doc__
+        else:
+            self.__doc__ = doc
+
+        if isinstance(otypes, str):
+            for char in otypes:
+                if char not in typecodes['All']:
+                    raise ValueError("Invalid otype specified: %s" % (char,))
+        elif iterable(otypes):
+            otypes = ''.join([_nx.dtype(x).char for x in otypes])
+        elif otypes is not None:
+            raise ValueError("Invalid otype specification")
+        self.otypes = otypes
+
+        # Excluded variable support
+        if excluded is None:
+            excluded = set()
+        self.excluded = set(excluded)
+
+        if signature is not None:
+            self._in_and_out_core_dims = _parse_gufunc_signature(signature)
+        else:
+            self._in_and_out_core_dims = None
+
+    def __call__(self, *args, **kwargs):
+        """
+        Return arrays with the results of `pyfunc` broadcast (vectorized) over
+        `args` and `kwargs` not in `excluded`.
+        """
+        excluded = self.excluded
+        if not kwargs and not excluded:
+            func = self.pyfunc
+            vargs = args
+        else:
+            # The wrapper accepts only positional arguments: we use `names` and
+            # `inds` to mutate `the_args` and `kwargs` to pass to the original
+            # function.
+            nargs = len(args)
+
+            names = [_n for _n in kwargs if _n not in excluded]
+            inds = [_i for _i in range(nargs) if _i not in excluded]
+            the_args = list(args)
+
+            def func(*vargs):
+                for _n, _i in enumerate(inds):
+                    the_args[_i] = vargs[_n]
+                kwargs.update(zip(names, vargs[len(inds):]))
+                return self.pyfunc(*the_args, **kwargs)
+
+            vargs = [args[_i] for _i in inds]
+            vargs.extend([kwargs[_n] for _n in names])
+
+        return self._vectorize_call(func=func, args=vargs)
+
+    def _get_ufunc_and_otypes(self, func, args):
+        """Return (ufunc, otypes)."""
+        # frompyfunc will fail if args is empty
+        if not args:
+            raise ValueError('args can not be empty')
+
+        if self.otypes is not None:
+            otypes = self.otypes
+
+            # self._ufunc is a dictionary whose keys are the number of
+            # arguments (i.e. len(args)) and whose values are ufuncs created
+            # by frompyfunc. len(args) can be different for different calls if
+            # self.pyfunc has parameters with default values.  We only use the
+            # cache when func is self.pyfunc, which occurs when the call uses
+            # only positional arguments and no arguments are excluded.
+
+            nin = len(args)
+            nout = len(self.otypes)
+            if func is not self.pyfunc or nin not in self._ufunc:
+                ufunc = frompyfunc(func, nin, nout)
+            else:
+                ufunc = None  # We'll get it from self._ufunc
+            if func is self.pyfunc:
+                ufunc = self._ufunc.setdefault(nin, ufunc)
+        else:
+            # Get number of outputs and output types by calling the function on
+            # the first entries of args.  We also cache the result to prevent
+            # the subsequent call when the ufunc is evaluated.
+            # Assumes that ufunc first evaluates the 0th elements in the input
+            # arrays (the input values are not checked to ensure this)
+            args = [asarray(arg) for arg in args]
+            if builtins.any(arg.size == 0 for arg in args):
+                raise ValueError('cannot call `vectorize` on size 0 inputs '
+                                 'unless `otypes` is set')
+
+            inputs = [arg.flat[0] for arg in args]
+            outputs = func(*inputs)
+
+            # Performance note: profiling indicates that -- for simple
+            # functions at least -- this wrapping can almost double the
+            # execution time.
+            # Hence we make it optional.
+            if self.cache:
+                _cache = [outputs]
+
+                def _func(*vargs):
+                    if _cache:
+                        return _cache.pop()
+                    else:
+                        return func(*vargs)
+            else:
+                _func = func
+
+            if isinstance(outputs, tuple):
+                nout = len(outputs)
+            else:
+                nout = 1
+                outputs = (outputs,)
+
+            otypes = ''.join([asarray(outputs[_k]).dtype.char
+                              for _k in range(nout)])
+
+            # Performance note: profiling indicates that creating the ufunc is
+            # not a significant cost compared with wrapping so it seems not
+            # worth trying to cache this.
+            ufunc = frompyfunc(_func, len(args), nout)
+
+        return ufunc, otypes
+
+    def _vectorize_call(self, func, args):
+        """Vectorized call to `func` over positional `args`."""
+        if self.signature is not None:
+            res = self._vectorize_call_with_signature(func, args)
+        elif not args:
+            res = func()
+        else:
+            ufunc, otypes = self._get_ufunc_and_otypes(func=func, args=args)
+
+            # Convert args to object arrays first
+            inputs = [asanyarray(a, dtype=object) for a in args]
+
+            outputs = ufunc(*inputs)
+
+            if ufunc.nout == 1:
+                res = asanyarray(outputs, dtype=otypes[0])
+            else:
+                res = tuple([asanyarray(x, dtype=t)
+                             for x, t in zip(outputs, otypes)])
+        return res
+
+    def _vectorize_call_with_signature(self, func, args):
+        """Vectorized call over positional arguments with a signature."""
+        input_core_dims, output_core_dims = self._in_and_out_core_dims
+
+        if len(args) != len(input_core_dims):
+            raise TypeError('wrong number of positional arguments: '
+                            'expected %r, got %r'
+                            % (len(input_core_dims), len(args)))
+        args = tuple(asanyarray(arg) for arg in args)
+
+        broadcast_shape, dim_sizes = _parse_input_dimensions(
+            args, input_core_dims)
+        input_shapes = _calculate_shapes(broadcast_shape, dim_sizes,
+                                         input_core_dims)
+        args = [np.broadcast_to(arg, shape, subok=True)
+                for arg, shape in zip(args, input_shapes)]
+
+        outputs = None
+        otypes = self.otypes
+        nout = len(output_core_dims)
+
+        for index in np.ndindex(*broadcast_shape):
+            results = func(*(arg[index] for arg in args))
+
+            n_results = len(results) if isinstance(results, tuple) else 1
+
+            if nout != n_results:
+                raise ValueError(
+                    'wrong number of outputs from pyfunc: expected %r, got %r'
+                    % (nout, n_results))
+
+            if nout == 1:
+                results = (results,)
+
+            if outputs is None:
+                for result, core_dims in zip(results, output_core_dims):
+                    _update_dim_sizes(dim_sizes, result, core_dims)
+
+                outputs = _create_arrays(broadcast_shape, dim_sizes,
+                                         output_core_dims, otypes, results)
+
+            for output, result in zip(outputs, results):
+                output[index] = result
+
+        if outputs is None:
+            # did not call the function even once
+            if otypes is None:
+                raise ValueError('cannot call `vectorize` on size 0 inputs '
+                                 'unless `otypes` is set')
+            if builtins.any(dim not in dim_sizes
+                            for dims in output_core_dims
+                            for dim in dims):
+                raise ValueError('cannot call `vectorize` with a signature '
+                                 'including new output dimensions on size 0 '
+                                 'inputs')
+            outputs = _create_arrays(broadcast_shape, dim_sizes,
+                                     output_core_dims, otypes)
+
+        return outputs[0] if nout == 1 else outputs
+
+
+def _cov_dispatcher(m, y=None, rowvar=None, bias=None, ddof=None,
+                    fweights=None, aweights=None, *, dtype=None):
+    return (m, y, fweights, aweights)
+
+
+@array_function_dispatch(_cov_dispatcher)
+def cov(m, y=None, rowvar=True, bias=False, ddof=None, fweights=None,
+        aweights=None, *, dtype=None):
+    """
+    Estimate a covariance matrix, given data and weights.
+
+    Covariance indicates the level to which two variables vary together.
+    If we examine N-dimensional samples, :math:`X = [x_1, x_2, ... x_N]^T`,
+    then the covariance matrix element :math:`C_{ij}` is the covariance of
+    :math:`x_i` and :math:`x_j`. The element :math:`C_{ii}` is the variance
+    of :math:`x_i`.
+
+    See the notes for an outline of the algorithm.
+
+    Parameters
+    ----------
+    m : array_like
+        A 1-D or 2-D array containing multiple variables and observations.
+        Each row of `m` represents a variable, and each column a single
+        observation of all those variables. Also see `rowvar` below.
+    y : array_like, optional
+        An additional set of variables and observations. `y` has the same form
+        as that of `m`.
+    rowvar : bool, optional
+        If `rowvar` is True (default), then each row represents a
+        variable, with observations in the columns. Otherwise, the relationship
+        is transposed: each column represents a variable, while the rows
+        contain observations.
+    bias : bool, optional
+        Default normalization (False) is by ``(N - 1)``, where ``N`` is the
+        number of observations given (unbiased estimate). If `bias` is True,
+        then normalization is by ``N``. These values can be overridden by using
+        the keyword ``ddof`` in numpy versions >= 1.5.
+    ddof : int, optional
+        If not ``None`` the default value implied by `bias` is overridden.
+        Note that ``ddof=1`` will return the unbiased estimate, even if both
+        `fweights` and `aweights` are specified, and ``ddof=0`` will return
+        the simple average. See the notes for the details. The default value
+        is ``None``.
+
+        .. versionadded:: 1.5
+    fweights : array_like, int, optional
+        1-D array of integer frequency weights; the number of times each
+        observation vector should be repeated.
+
+        .. versionadded:: 1.10
+    aweights : array_like, optional
+        1-D array of observation vector weights. These relative weights are
+        typically large for observations considered "important" and smaller for
+        observations considered less "important". If ``ddof=0`` the array of
+        weights can be used to assign probabilities to observation vectors.
+
+        .. versionadded:: 1.10
+    dtype : data-type, optional
+        Data-type of the result. By default, the return data-type will have
+        at least `numpy.float64` precision.
+
+        .. versionadded:: 1.20
+
+    Returns
+    -------
+    out : ndarray
+        The covariance matrix of the variables.
+
+    See Also
+    --------
+    corrcoef : Normalized covariance matrix
+
+    Notes
+    -----
+    Assume that the observations are in the columns of the observation
+    array `m` and let ``f = fweights`` and ``a = aweights`` for brevity. The
+    steps to compute the weighted covariance are as follows::
+
+        >>> m = np.arange(10, dtype=np.float64)
+        >>> f = np.arange(10) * 2
+        >>> a = np.arange(10) ** 2.
+        >>> ddof = 1
+        >>> w = f * a
+        >>> v1 = np.sum(w)
+        >>> v2 = np.sum(w * a)
+        >>> m -= np.sum(m * w, axis=None, keepdims=True) / v1
+        >>> cov = np.dot(m * w, m.T) * v1 / (v1**2 - ddof * v2)
+
+    Note that when ``a == 1``, the normalization factor
+    ``v1 / (v1**2 - ddof * v2)`` goes over to ``1 / (np.sum(f) - ddof)``
+    as it should.
+
+    Examples
+    --------
+    Consider two variables, :math:`x_0` and :math:`x_1`, which
+    correlate perfectly, but in opposite directions:
+
+    >>> x = np.array([[0, 2], [1, 1], [2, 0]]).T
+    >>> x
+    array([[0, 1, 2],
+           [2, 1, 0]])
+
+    Note how :math:`x_0` increases while :math:`x_1` decreases. The covariance
+    matrix shows this clearly:
+
+    >>> np.cov(x)
+    array([[ 1., -1.],
+           [-1.,  1.]])
+
+    Note that element :math:`C_{0,1}`, which shows the correlation between
+    :math:`x_0` and :math:`x_1`, is negative.
+
+    Further, note how `x` and `y` are combined:
+
+    >>> x = [-2.1, -1,  4.3]
+    >>> y = [3,  1.1,  0.12]
+    >>> X = np.stack((x, y), axis=0)
+    >>> np.cov(X)
+    array([[11.71      , -4.286     ], # may vary
+           [-4.286     ,  2.144133]])
+    >>> np.cov(x, y)
+    array([[11.71      , -4.286     ], # may vary
+           [-4.286     ,  2.144133]])
+    >>> np.cov(x)
+    array(11.71)
+
+    """
+    # Check inputs
+    if ddof is not None and ddof != int(ddof):
+        raise ValueError(
+            "ddof must be integer")
+
+    # Handles complex arrays too
+    m = np.asarray(m)
+    if m.ndim > 2:
+        raise ValueError("m has more than 2 dimensions")
+
+    if y is not None:
+        y = np.asarray(y)
+        if y.ndim > 2:
+            raise ValueError("y has more than 2 dimensions")
+
+    if dtype is None:
+        if y is None:
+            dtype = np.result_type(m, np.float64)
+        else:
+            dtype = np.result_type(m, y, np.float64)
+
+    X = array(m, ndmin=2, dtype=dtype)
+    if not rowvar and X.shape[0] != 1:
+        X = X.T
+    if X.shape[0] == 0:
+        return np.array([]).reshape(0, 0)
+    if y is not None:
+        y = array(y, copy=False, ndmin=2, dtype=dtype)
+        if not rowvar and y.shape[0] != 1:
+            y = y.T
+        X = np.concatenate((X, y), axis=0)
+
+    if ddof is None:
+        if bias == 0:
+            ddof = 1
+        else:
+            ddof = 0
+
+    # Get the product of frequencies and weights
+    w = None
+    if fweights is not None:
+        fweights = np.asarray(fweights, dtype=float)
+        if not np.all(fweights == np.around(fweights)):
+            raise TypeError(
+                "fweights must be integer")
+        if fweights.ndim > 1:
+            raise RuntimeError(
+                "cannot handle multidimensional fweights")
+        if fweights.shape[0] != X.shape[1]:
+            raise RuntimeError(
+                "incompatible numbers of samples and fweights")
+        if any(fweights < 0):
+            raise ValueError(
+                "fweights cannot be negative")
+        w = fweights
+    if aweights is not None:
+        aweights = np.asarray(aweights, dtype=float)
+        if aweights.ndim > 1:
+            raise RuntimeError(
+                "cannot handle multidimensional aweights")
+        if aweights.shape[0] != X.shape[1]:
+            raise RuntimeError(
+                "incompatible numbers of samples and aweights")
+        if any(aweights < 0):
+            raise ValueError(
+                "aweights cannot be negative")
+        if w is None:
+            w = aweights
+        else:
+            w *= aweights
+
+    avg, w_sum = average(X, axis=1, weights=w, returned=True)
+    w_sum = w_sum[0]
+
+    # Determine the normalization
+    if w is None:
+        fact = X.shape[1] - ddof
+    elif ddof == 0:
+        fact = w_sum
+    elif aweights is None:
+        fact = w_sum - ddof
+    else:
+        fact = w_sum - ddof*sum(w*aweights)/w_sum
+
+    if fact <= 0:
+        warnings.warn("Degrees of freedom <= 0 for slice",
+                      RuntimeWarning, stacklevel=3)
+        fact = 0.0
+
+    X -= avg[:, None]
+    if w is None:
+        X_T = X.T
+    else:
+        X_T = (X*w).T
+    c = dot(X, X_T.conj())
+    c *= np.true_divide(1, fact)
+    return c.squeeze()
+
+
+def _corrcoef_dispatcher(x, y=None, rowvar=None, bias=None, ddof=None, *,
+                         dtype=None):
+    return (x, y)
+
+
+@array_function_dispatch(_corrcoef_dispatcher)
+def corrcoef(x, y=None, rowvar=True, bias=np._NoValue, ddof=np._NoValue, *,
+             dtype=None):
+    """
+    Return Pearson product-moment correlation coefficients.
+
+    Please refer to the documentation for `cov` for more detail.  The
+    relationship between the correlation coefficient matrix, `R`, and the
+    covariance matrix, `C`, is
+
+    .. math:: R_{ij} = \\frac{ C_{ij} } { \\sqrt{ C_{ii} C_{jj} } }
+
+    The values of `R` are between -1 and 1, inclusive.
+
+    Parameters
+    ----------
+    x : array_like
+        A 1-D or 2-D array containing multiple variables and observations.
+        Each row of `x` represents a variable, and each column a single
+        observation of all those variables. Also see `rowvar` below.
+    y : array_like, optional
+        An additional set of variables and observations. `y` has the same
+        shape as `x`.
+    rowvar : bool, optional
+        If `rowvar` is True (default), then each row represents a
+        variable, with observations in the columns. Otherwise, the relationship
+        is transposed: each column represents a variable, while the rows
+        contain observations.
+    bias : _NoValue, optional
+        Has no effect, do not use.
+
+        .. deprecated:: 1.10.0
+    ddof : _NoValue, optional
+        Has no effect, do not use.
+
+        .. deprecated:: 1.10.0
+    dtype : data-type, optional
+        Data-type of the result. By default, the return data-type will have
+        at least `numpy.float64` precision.
+
+        .. versionadded:: 1.20
+
+    Returns
+    -------
+    R : ndarray
+        The correlation coefficient matrix of the variables.
+
+    See Also
+    --------
+    cov : Covariance matrix
+
+    Notes
+    -----
+    Due to floating point rounding the resulting array may not be Hermitian,
+    the diagonal elements may not be 1, and the elements may not satisfy the
+    inequality abs(a) <= 1. The real and imaginary parts are clipped to the
+    interval [-1,  1] in an attempt to improve on that situation but is not
+    much help in the complex case.
+
+    This function accepts but discards arguments `bias` and `ddof`.  This is
+    for backwards compatibility with previous versions of this function.  These
+    arguments had no effect on the return values of the function and can be
+    safely ignored in this and previous versions of numpy.
+
+    Examples
+    --------
+    In this example we generate two random arrays, ``xarr`` and ``yarr``, and
+    compute the row-wise and column-wise Pearson correlation coefficients,
+    ``R``. Since ``rowvar`` is  true by  default, we first find the row-wise
+    Pearson correlation coefficients between the variables of ``xarr``.
+
+    >>> import numpy as np
+    >>> rng = np.random.default_rng(seed=42)
+    >>> xarr = rng.random((3, 3))
+    >>> xarr
+    array([[0.77395605, 0.43887844, 0.85859792],
+           [0.69736803, 0.09417735, 0.97562235],
+           [0.7611397 , 0.78606431, 0.12811363]])
+    >>> R1 = np.corrcoef(xarr)
+    >>> R1
+    array([[ 1.        ,  0.99256089, -0.68080986],
+           [ 0.99256089,  1.        , -0.76492172],
+           [-0.68080986, -0.76492172,  1.        ]])
+
+    If we add another set of variables and observations ``yarr``, we can
+    compute the row-wise Pearson correlation coefficients between the
+    variables in ``xarr`` and ``yarr``.
+
+    >>> yarr = rng.random((3, 3))
+    >>> yarr
+    array([[0.45038594, 0.37079802, 0.92676499],
+           [0.64386512, 0.82276161, 0.4434142 ],
+           [0.22723872, 0.55458479, 0.06381726]])
+    >>> R2 = np.corrcoef(xarr, yarr)
+    >>> R2
+    array([[ 1.        ,  0.99256089, -0.68080986,  0.75008178, -0.934284  ,
+            -0.99004057],
+           [ 0.99256089,  1.        , -0.76492172,  0.82502011, -0.97074098,
+            -0.99981569],
+           [-0.68080986, -0.76492172,  1.        , -0.99507202,  0.89721355,
+             0.77714685],
+           [ 0.75008178,  0.82502011, -0.99507202,  1.        , -0.93657855,
+            -0.83571711],
+           [-0.934284  , -0.97074098,  0.89721355, -0.93657855,  1.        ,
+             0.97517215],
+           [-0.99004057, -0.99981569,  0.77714685, -0.83571711,  0.97517215,
+             1.        ]])
+
+    Finally if we use the option ``rowvar=False``, the columns are now
+    being treated as the variables and we will find the column-wise Pearson
+    correlation coefficients between variables in ``xarr`` and ``yarr``.
+
+    >>> R3 = np.corrcoef(xarr, yarr, rowvar=False)
+    >>> R3
+    array([[ 1.        ,  0.77598074, -0.47458546, -0.75078643, -0.9665554 ,
+             0.22423734],
+           [ 0.77598074,  1.        , -0.92346708, -0.99923895, -0.58826587,
+            -0.44069024],
+           [-0.47458546, -0.92346708,  1.        ,  0.93773029,  0.23297648,
+             0.75137473],
+           [-0.75078643, -0.99923895,  0.93773029,  1.        ,  0.55627469,
+             0.47536961],
+           [-0.9665554 , -0.58826587,  0.23297648,  0.55627469,  1.        ,
+            -0.46666491],
+           [ 0.22423734, -0.44069024,  0.75137473,  0.47536961, -0.46666491,
+             1.        ]])
+
+    """
+    if bias is not np._NoValue or ddof is not np._NoValue:
+        # 2015-03-15, 1.10
+        warnings.warn('bias and ddof have no effect and are deprecated',
+                      DeprecationWarning, stacklevel=3)
+    c = cov(x, y, rowvar, dtype=dtype)
+    try:
+        d = diag(c)
+    except ValueError:
+        # scalar covariance
+        # nan if incorrect value (nan, inf, 0), 1 otherwise
+        return c / c
+    stddev = sqrt(d.real)
+    c /= stddev[:, None]
+    c /= stddev[None, :]
+
+    # Clip real and imaginary parts to [-1, 1].  This does not guarantee
+    # abs(a[i,j]) <= 1 for complex arrays, but is the best we can do without
+    # excessive work.
+    np.clip(c.real, -1, 1, out=c.real)
+    if np.iscomplexobj(c):
+        np.clip(c.imag, -1, 1, out=c.imag)
+
+    return c
+
+
+@set_module('numpy')
+def blackman(M):
+    """
+    Return the Blackman window.
+
+    The Blackman window is a taper formed by using the first three
+    terms of a summation of cosines. It was designed to have close to the
+    minimal leakage possible.  It is close to optimal, only slightly worse
+    than a Kaiser window.
+
+    Parameters
+    ----------
+    M : int
+        Number of points in the output window. If zero or less, an empty
+        array is returned.
+
+    Returns
+    -------
+    out : ndarray
+        The window, with the maximum value normalized to one (the value one
+        appears only if the number of samples is odd).
+
+    See Also
+    --------
+    bartlett, hamming, hanning, kaiser
+
+    Notes
+    -----
+    The Blackman window is defined as
+
+    .. math::  w(n) = 0.42 - 0.5 \\cos(2\\pi n/M) + 0.08 \\cos(4\\pi n/M)
+
+    Most references to the Blackman window come from the signal processing
+    literature, where it is used as one of many windowing functions for
+    smoothing values.  It is also known as an apodization (which means
+    "removing the foot", i.e. smoothing discontinuities at the beginning
+    and end of the sampled signal) or tapering function. It is known as a
+    "near optimal" tapering function, almost as good (by some measures)
+    as the kaiser window.
+
+    References
+    ----------
+    Blackman, R.B. and Tukey, J.W., (1958) The measurement of power spectra,
+    Dover Publications, New York.
+
+    Oppenheim, A.V., and R.W. Schafer. Discrete-Time Signal Processing.
+    Upper Saddle River, NJ: Prentice-Hall, 1999, pp. 468-471.
+
+    Examples
+    --------
+    >>> import matplotlib.pyplot as plt
+    >>> np.blackman(12)
+    array([-1.38777878e-17,   3.26064346e-02,   1.59903635e-01, # may vary
+            4.14397981e-01,   7.36045180e-01,   9.67046769e-01,
+            9.67046769e-01,   7.36045180e-01,   4.14397981e-01,
+            1.59903635e-01,   3.26064346e-02,  -1.38777878e-17])
+
+    Plot the window and the frequency response:
+
+    >>> from numpy.fft import fft, fftshift
+    >>> window = np.blackman(51)
+    >>> plt.plot(window)
+    [<matplotlib.lines.Line2D object at 0x...>]
+    >>> plt.title("Blackman window")
+    Text(0.5, 1.0, 'Blackman window')
+    >>> plt.ylabel("Amplitude")
+    Text(0, 0.5, 'Amplitude')
+    >>> plt.xlabel("Sample")
+    Text(0.5, 0, 'Sample')
+    >>> plt.show()
+
+    >>> plt.figure()
+    <Figure size 640x480 with 0 Axes>
+    >>> A = fft(window, 2048) / 25.5
+    >>> mag = np.abs(fftshift(A))
+    >>> freq = np.linspace(-0.5, 0.5, len(A))
+    >>> with np.errstate(divide='ignore', invalid='ignore'):
+    ...     response = 20 * np.log10(mag)
+    ...
+    >>> response = np.clip(response, -100, 100)
+    >>> plt.plot(freq, response)
+    [<matplotlib.lines.Line2D object at 0x...>]
+    >>> plt.title("Frequency response of Blackman window")
+    Text(0.5, 1.0, 'Frequency response of Blackman window')
+    >>> plt.ylabel("Magnitude [dB]")
+    Text(0, 0.5, 'Magnitude [dB]')
+    >>> plt.xlabel("Normalized frequency [cycles per sample]")
+    Text(0.5, 0, 'Normalized frequency [cycles per sample]')
+    >>> _ = plt.axis('tight')
+    >>> plt.show()
+
+    """
+    if M < 1:
+        return array([], dtype=np.result_type(M, 0.0))
+    if M == 1:
+        return ones(1, dtype=np.result_type(M, 0.0))
+    n = arange(1-M, M, 2)
+    return 0.42 + 0.5*cos(pi*n/(M-1)) + 0.08*cos(2.0*pi*n/(M-1))
+
+
+@set_module('numpy')
+def bartlett(M):
+    """
+    Return the Bartlett window.
+
+    The Bartlett window is very similar to a triangular window, except
+    that the end points are at zero.  It is often used in signal
+    processing for tapering a signal, without generating too much
+    ripple in the frequency domain.
+
+    Parameters
+    ----------
+    M : int
+        Number of points in the output window. If zero or less, an
+        empty array is returned.
+
+    Returns
+    -------
+    out : array
+        The triangular window, with the maximum value normalized to one
+        (the value one appears only if the number of samples is odd), with
+        the first and last samples equal to zero.
+
+    See Also
+    --------
+    blackman, hamming, hanning, kaiser
+
+    Notes
+    -----
+    The Bartlett window is defined as
+
+    .. math:: w(n) = \\frac{2}{M-1} \\left(
+              \\frac{M-1}{2} - \\left|n - \\frac{M-1}{2}\\right|
+              \\right)
+
+    Most references to the Bartlett window come from the signal processing
+    literature, where it is used as one of many windowing functions for
+    smoothing values.  Note that convolution with this window produces linear
+    interpolation.  It is also known as an apodization (which means "removing
+    the foot", i.e. smoothing discontinuities at the beginning and end of the
+    sampled signal) or tapering function. The Fourier transform of the
+    Bartlett window is the product of two sinc functions. Note the excellent
+    discussion in Kanasewich [2]_.
+
+    References
+    ----------
+    .. [1] M.S. Bartlett, "Periodogram Analysis and Continuous Spectra",
+           Biometrika 37, 1-16, 1950.
+    .. [2] E.R. Kanasewich, "Time Sequence Analysis in Geophysics",
+           The University of Alberta Press, 1975, pp. 109-110.
+    .. [3] A.V. Oppenheim and R.W. Schafer, "Discrete-Time Signal
+           Processing", Prentice-Hall, 1999, pp. 468-471.
+    .. [4] Wikipedia, "Window function",
+           https://en.wikipedia.org/wiki/Window_function
+    .. [5] W.H. Press,  B.P. Flannery, S.A. Teukolsky, and W.T. Vetterling,
+           "Numerical Recipes", Cambridge University Press, 1986, page 429.
+
+    Examples
+    --------
+    >>> import matplotlib.pyplot as plt
+    >>> np.bartlett(12)
+    array([ 0.        ,  0.18181818,  0.36363636,  0.54545455,  0.72727273, # may vary
+            0.90909091,  0.90909091,  0.72727273,  0.54545455,  0.36363636,
+            0.18181818,  0.        ])
+
+    Plot the window and its frequency response (requires SciPy and matplotlib):
+
+    >>> from numpy.fft import fft, fftshift
+    >>> window = np.bartlett(51)
+    >>> plt.plot(window)
+    [<matplotlib.lines.Line2D object at 0x...>]
+    >>> plt.title("Bartlett window")
+    Text(0.5, 1.0, 'Bartlett window')
+    >>> plt.ylabel("Amplitude")
+    Text(0, 0.5, 'Amplitude')
+    >>> plt.xlabel("Sample")
+    Text(0.5, 0, 'Sample')
+    >>> plt.show()
+
+    >>> plt.figure()
+    <Figure size 640x480 with 0 Axes>
+    >>> A = fft(window, 2048) / 25.5
+    >>> mag = np.abs(fftshift(A))
+    >>> freq = np.linspace(-0.5, 0.5, len(A))
+    >>> with np.errstate(divide='ignore', invalid='ignore'):
+    ...     response = 20 * np.log10(mag)
+    ...
+    >>> response = np.clip(response, -100, 100)
+    >>> plt.plot(freq, response)
+    [<matplotlib.lines.Line2D object at 0x...>]
+    >>> plt.title("Frequency response of Bartlett window")
+    Text(0.5, 1.0, 'Frequency response of Bartlett window')
+    >>> plt.ylabel("Magnitude [dB]")
+    Text(0, 0.5, 'Magnitude [dB]')
+    >>> plt.xlabel("Normalized frequency [cycles per sample]")
+    Text(0.5, 0, 'Normalized frequency [cycles per sample]')
+    >>> _ = plt.axis('tight')
+    >>> plt.show()
+
+    """
+    if M < 1:
+        return array([], dtype=np.result_type(M, 0.0))
+    if M == 1:
+        return ones(1, dtype=np.result_type(M, 0.0))
+    n = arange(1-M, M, 2)
+    return where(less_equal(n, 0), 1 + n/(M-1), 1 - n/(M-1))
+
+
+@set_module('numpy')
+def hanning(M):
+    """
+    Return the Hanning window.
+
+    The Hanning window is a taper formed by using a weighted cosine.
+
+    Parameters
+    ----------
+    M : int
+        Number of points in the output window. If zero or less, an
+        empty array is returned.
+
+    Returns
+    -------
+    out : ndarray, shape(M,)
+        The window, with the maximum value normalized to one (the value
+        one appears only if `M` is odd).
+
+    See Also
+    --------
+    bartlett, blackman, hamming, kaiser
+
+    Notes
+    -----
+    The Hanning window is defined as
+
+    .. math::  w(n) = 0.5 - 0.5\\cos\\left(\\frac{2\\pi{n}}{M-1}\\right)
+               \\qquad 0 \\leq n \\leq M-1
+
+    The Hanning was named for Julius von Hann, an Austrian meteorologist.
+    It is also known as the Cosine Bell. Some authors prefer that it be
+    called a Hann window, to help avoid confusion with the very similar
+    Hamming window.
+
+    Most references to the Hanning window come from the signal processing
+    literature, where it is used as one of many windowing functions for
+    smoothing values.  It is also known as an apodization (which means
+    "removing the foot", i.e. smoothing discontinuities at the beginning
+    and end of the sampled signal) or tapering function.
+
+    References
+    ----------
+    .. [1] Blackman, R.B. and Tukey, J.W., (1958) The measurement of power
+           spectra, Dover Publications, New York.
+    .. [2] E.R. Kanasewich, "Time Sequence Analysis in Geophysics",
+           The University of Alberta Press, 1975, pp. 106-108.
+    .. [3] Wikipedia, "Window function",
+           https://en.wikipedia.org/wiki/Window_function
+    .. [4] W.H. Press,  B.P. Flannery, S.A. Teukolsky, and W.T. Vetterling,
+           "Numerical Recipes", Cambridge University Press, 1986, page 425.
+
+    Examples
+    --------
+    >>> np.hanning(12)
+    array([0.        , 0.07937323, 0.29229249, 0.57115742, 0.82743037,
+           0.97974649, 0.97974649, 0.82743037, 0.57115742, 0.29229249,
+           0.07937323, 0.        ])
+
+    Plot the window and its frequency response:
+
+    >>> import matplotlib.pyplot as plt
+    >>> from numpy.fft import fft, fftshift
+    >>> window = np.hanning(51)
+    >>> plt.plot(window)
+    [<matplotlib.lines.Line2D object at 0x...>]
+    >>> plt.title("Hann window")
+    Text(0.5, 1.0, 'Hann window')
+    >>> plt.ylabel("Amplitude")
+    Text(0, 0.5, 'Amplitude')
+    >>> plt.xlabel("Sample")
+    Text(0.5, 0, 'Sample')
+    >>> plt.show()
+
+    >>> plt.figure()
+    <Figure size 640x480 with 0 Axes>
+    >>> A = fft(window, 2048) / 25.5
+    >>> mag = np.abs(fftshift(A))
+    >>> freq = np.linspace(-0.5, 0.5, len(A))
+    >>> with np.errstate(divide='ignore', invalid='ignore'):
+    ...     response = 20 * np.log10(mag)
+    ...
+    >>> response = np.clip(response, -100, 100)
+    >>> plt.plot(freq, response)
+    [<matplotlib.lines.Line2D object at 0x...>]
+    >>> plt.title("Frequency response of the Hann window")
+    Text(0.5, 1.0, 'Frequency response of the Hann window')
+    >>> plt.ylabel("Magnitude [dB]")
+    Text(0, 0.5, 'Magnitude [dB]')
+    >>> plt.xlabel("Normalized frequency [cycles per sample]")
+    Text(0.5, 0, 'Normalized frequency [cycles per sample]')
+    >>> plt.axis('tight')
+    ...
+    >>> plt.show()
+
+    """
+    if M < 1:
+        return array([], dtype=np.result_type(M, 0.0))
+    if M == 1:
+        return ones(1, dtype=np.result_type(M, 0.0))
+    n = arange(1-M, M, 2)
+    return 0.5 + 0.5*cos(pi*n/(M-1))
+
+
+@set_module('numpy')
+def hamming(M):
+    """
+    Return the Hamming window.
+
+    The Hamming window is a taper formed by using a weighted cosine.
+
+    Parameters
+    ----------
+    M : int
+        Number of points in the output window. If zero or less, an
+        empty array is returned.
+
+    Returns
+    -------
+    out : ndarray
+        The window, with the maximum value normalized to one (the value
+        one appears only if the number of samples is odd).
+
+    See Also
+    --------
+    bartlett, blackman, hanning, kaiser
+
+    Notes
+    -----
+    The Hamming window is defined as
+
+    .. math::  w(n) = 0.54 - 0.46\\cos\\left(\\frac{2\\pi{n}}{M-1}\\right)
+               \\qquad 0 \\leq n \\leq M-1
+
+    The Hamming was named for R. W. Hamming, an associate of J. W. Tukey
+    and is described in Blackman and Tukey. It was recommended for
+    smoothing the truncated autocovariance function in the time domain.
+    Most references to the Hamming window come from the signal processing
+    literature, where it is used as one of many windowing functions for
+    smoothing values.  It is also known as an apodization (which means
+    "removing the foot", i.e. smoothing discontinuities at the beginning
+    and end of the sampled signal) or tapering function.
+
+    References
+    ----------
+    .. [1] Blackman, R.B. and Tukey, J.W., (1958) The measurement of power
+           spectra, Dover Publications, New York.
+    .. [2] E.R. Kanasewich, "Time Sequence Analysis in Geophysics", The
+           University of Alberta Press, 1975, pp. 109-110.
+    .. [3] Wikipedia, "Window function",
+           https://en.wikipedia.org/wiki/Window_function
+    .. [4] W.H. Press,  B.P. Flannery, S.A. Teukolsky, and W.T. Vetterling,
+           "Numerical Recipes", Cambridge University Press, 1986, page 425.
+
+    Examples
+    --------
+    >>> np.hamming(12)
+    array([ 0.08      ,  0.15302337,  0.34890909,  0.60546483,  0.84123594, # may vary
+            0.98136677,  0.98136677,  0.84123594,  0.60546483,  0.34890909,
+            0.15302337,  0.08      ])
+
+    Plot the window and the frequency response:
+
+    >>> import matplotlib.pyplot as plt
+    >>> from numpy.fft import fft, fftshift
+    >>> window = np.hamming(51)
+    >>> plt.plot(window)
+    [<matplotlib.lines.Line2D object at 0x...>]
+    >>> plt.title("Hamming window")
+    Text(0.5, 1.0, 'Hamming window')
+    >>> plt.ylabel("Amplitude")
+    Text(0, 0.5, 'Amplitude')
+    >>> plt.xlabel("Sample")
+    Text(0.5, 0, 'Sample')
+    >>> plt.show()
+
+    >>> plt.figure()
+    <Figure size 640x480 with 0 Axes>
+    >>> A = fft(window, 2048) / 25.5
+    >>> mag = np.abs(fftshift(A))
+    >>> freq = np.linspace(-0.5, 0.5, len(A))
+    >>> response = 20 * np.log10(mag)
+    >>> response = np.clip(response, -100, 100)
+    >>> plt.plot(freq, response)
+    [<matplotlib.lines.Line2D object at 0x...>]
+    >>> plt.title("Frequency response of Hamming window")
+    Text(0.5, 1.0, 'Frequency response of Hamming window')
+    >>> plt.ylabel("Magnitude [dB]")
+    Text(0, 0.5, 'Magnitude [dB]')
+    >>> plt.xlabel("Normalized frequency [cycles per sample]")
+    Text(0.5, 0, 'Normalized frequency [cycles per sample]')
+    >>> plt.axis('tight')
+    ...
+    >>> plt.show()
+
+    """
+    if M < 1:
+        return array([], dtype=np.result_type(M, 0.0))
+    if M == 1:
+        return ones(1, dtype=np.result_type(M, 0.0))
+    n = arange(1-M, M, 2)
+    return 0.54 + 0.46*cos(pi*n/(M-1))
+
+
+## Code from cephes for i0
+
+_i0A = [
+    -4.41534164647933937950E-18,
+    3.33079451882223809783E-17,
+    -2.43127984654795469359E-16,
+    1.71539128555513303061E-15,
+    -1.16853328779934516808E-14,
+    7.67618549860493561688E-14,
+    -4.85644678311192946090E-13,
+    2.95505266312963983461E-12,
+    -1.72682629144155570723E-11,
+    9.67580903537323691224E-11,
+    -5.18979560163526290666E-10,
+    2.65982372468238665035E-9,
+    -1.30002500998624804212E-8,
+    6.04699502254191894932E-8,
+    -2.67079385394061173391E-7,
+    1.11738753912010371815E-6,
+    -4.41673835845875056359E-6,
+    1.64484480707288970893E-5,
+    -5.75419501008210370398E-5,
+    1.88502885095841655729E-4,
+    -5.76375574538582365885E-4,
+    1.63947561694133579842E-3,
+    -4.32430999505057594430E-3,
+    1.05464603945949983183E-2,
+    -2.37374148058994688156E-2,
+    4.93052842396707084878E-2,
+    -9.49010970480476444210E-2,
+    1.71620901522208775349E-1,
+    -3.04682672343198398683E-1,
+    6.76795274409476084995E-1
+    ]
+
+_i0B = [
+    -7.23318048787475395456E-18,
+    -4.83050448594418207126E-18,
+    4.46562142029675999901E-17,
+    3.46122286769746109310E-17,
+    -2.82762398051658348494E-16,
+    -3.42548561967721913462E-16,
+    1.77256013305652638360E-15,
+    3.81168066935262242075E-15,
+    -9.55484669882830764870E-15,
+    -4.15056934728722208663E-14,
+    1.54008621752140982691E-14,
+    3.85277838274214270114E-13,
+    7.18012445138366623367E-13,
+    -1.79417853150680611778E-12,
+    -1.32158118404477131188E-11,
+    -3.14991652796324136454E-11,
+    1.18891471078464383424E-11,
+    4.94060238822496958910E-10,
+    3.39623202570838634515E-9,
+    2.26666899049817806459E-8,
+    2.04891858946906374183E-7,
+    2.89137052083475648297E-6,
+    6.88975834691682398426E-5,
+    3.36911647825569408990E-3,
+    8.04490411014108831608E-1
+    ]
+
+
+def _chbevl(x, vals):
+    b0 = vals[0]
+    b1 = 0.0
+
+    for i in range(1, len(vals)):
+        b2 = b1
+        b1 = b0
+        b0 = x*b1 - b2 + vals[i]
+
+    return 0.5*(b0 - b2)
+
+
+def _i0_1(x):
+    return exp(x) * _chbevl(x/2.0-2, _i0A)
+
+
+def _i0_2(x):
+    return exp(x) * _chbevl(32.0/x - 2.0, _i0B) / sqrt(x)
+
+
+def _i0_dispatcher(x):
+    return (x,)
+
+
+@array_function_dispatch(_i0_dispatcher)
+def i0(x):
+    """
+    Modified Bessel function of the first kind, order 0.
+
+    Usually denoted :math:`I_0`.
+
+    Parameters
+    ----------
+    x : array_like of float
+        Argument of the Bessel function.
+
+    Returns
+    -------
+    out : ndarray, shape = x.shape, dtype = float
+        The modified Bessel function evaluated at each of the elements of `x`.
+
+    See Also
+    --------
+    scipy.special.i0, scipy.special.iv, scipy.special.ive
+
+    Notes
+    -----
+    The scipy implementation is recommended over this function: it is a
+    proper ufunc written in C, and more than an order of magnitude faster.
+
+    We use the algorithm published by Clenshaw [1]_ and referenced by
+    Abramowitz and Stegun [2]_, for which the function domain is
+    partitioned into the two intervals [0,8] and (8,inf), and Chebyshev
+    polynomial expansions are employed in each interval. Relative error on
+    the domain [0,30] using IEEE arithmetic is documented [3]_ as having a
+    peak of 5.8e-16 with an rms of 1.4e-16 (n = 30000).
+
+    References
+    ----------
+    .. [1] C. W. Clenshaw, "Chebyshev series for mathematical functions", in
+           *National Physical Laboratory Mathematical Tables*, vol. 5, London:
+           Her Majesty's Stationery Office, 1962.
+    .. [2] M. Abramowitz and I. A. Stegun, *Handbook of Mathematical
+           Functions*, 10th printing, New York: Dover, 1964, pp. 379.
+           https://personal.math.ubc.ca/~cbm/aands/page_379.htm
+    .. [3] https://metacpan.org/pod/distribution/Math-Cephes/lib/Math/Cephes.pod#i0:-Modified-Bessel-function-of-order-zero
+
+    Examples
+    --------
+    >>> np.i0(0.)
+    array(1.0)
+    >>> np.i0([0, 1, 2, 3])
+    array([1.        , 1.26606588, 2.2795853 , 4.88079259])
+
+    """
+    x = np.asanyarray(x)
+    if x.dtype.kind == 'c':
+        raise TypeError("i0 not supported for complex values")
+    if x.dtype.kind != 'f':
+        x = x.astype(float)
+    x = np.abs(x)
+    return piecewise(x, [x <= 8.0], [_i0_1, _i0_2])
+
+## End of cephes code for i0
+
+
+@set_module('numpy')
+def kaiser(M, beta):
+    """
+    Return the Kaiser window.
+
+    The Kaiser window is a taper formed by using a Bessel function.
+
+    Parameters
+    ----------
+    M : int
+        Number of points in the output window. If zero or less, an
+        empty array is returned.
+    beta : float
+        Shape parameter for window.
+
+    Returns
+    -------
+    out : array
+        The window, with the maximum value normalized to one (the value
+        one appears only if the number of samples is odd).
+
+    See Also
+    --------
+    bartlett, blackman, hamming, hanning
+
+    Notes
+    -----
+    The Kaiser window is defined as
+
+    .. math::  w(n) = I_0\\left( \\beta \\sqrt{1-\\frac{4n^2}{(M-1)^2}}
+               \\right)/I_0(\\beta)
+
+    with
+
+    .. math:: \\quad -\\frac{M-1}{2} \\leq n \\leq \\frac{M-1}{2},
+
+    where :math:`I_0` is the modified zeroth-order Bessel function.
+
+    The Kaiser was named for Jim Kaiser, who discovered a simple
+    approximation to the DPSS window based on Bessel functions.  The Kaiser
+    window is a very good approximation to the Digital Prolate Spheroidal
+    Sequence, or Slepian window, which is the transform which maximizes the
+    energy in the main lobe of the window relative to total energy.
+
+    The Kaiser can approximate many other windows by varying the beta
+    parameter.
+
+    ====  =======================
+    beta  Window shape
+    ====  =======================
+    0     Rectangular
+    5     Similar to a Hamming
+    6     Similar to a Hanning
+    8.6   Similar to a Blackman
+    ====  =======================
+
+    A beta value of 14 is probably a good starting point. Note that as beta
+    gets large, the window narrows, and so the number of samples needs to be
+    large enough to sample the increasingly narrow spike, otherwise NaNs will
+    get returned.
+
+    Most references to the Kaiser window come from the signal processing
+    literature, where it is used as one of many windowing functions for
+    smoothing values.  It is also known as an apodization (which means
+    "removing the foot", i.e. smoothing discontinuities at the beginning
+    and end of the sampled signal) or tapering function.
+
+    References
+    ----------
+    .. [1] J. F. Kaiser, "Digital Filters" - Ch 7 in "Systems analysis by
+           digital computer", Editors: F.F. Kuo and J.F. Kaiser, p 218-285.
+           John Wiley and Sons, New York, (1966).
+    .. [2] E.R. Kanasewich, "Time Sequence Analysis in Geophysics", The
+           University of Alberta Press, 1975, pp. 177-178.
+    .. [3] Wikipedia, "Window function",
+           https://en.wikipedia.org/wiki/Window_function
+
+    Examples
+    --------
+    >>> import matplotlib.pyplot as plt
+    >>> np.kaiser(12, 14)
+     array([7.72686684e-06, 3.46009194e-03, 4.65200189e-02, # may vary
+            2.29737120e-01, 5.99885316e-01, 9.45674898e-01,
+            9.45674898e-01, 5.99885316e-01, 2.29737120e-01,
+            4.65200189e-02, 3.46009194e-03, 7.72686684e-06])
+
+
+    Plot the window and the frequency response:
+
+    >>> from numpy.fft import fft, fftshift
+    >>> window = np.kaiser(51, 14)
+    >>> plt.plot(window)
+    [<matplotlib.lines.Line2D object at 0x...>]
+    >>> plt.title("Kaiser window")
+    Text(0.5, 1.0, 'Kaiser window')
+    >>> plt.ylabel("Amplitude")
+    Text(0, 0.5, 'Amplitude')
+    >>> plt.xlabel("Sample")
+    Text(0.5, 0, 'Sample')
+    >>> plt.show()
+
+    >>> plt.figure()
+    <Figure size 640x480 with 0 Axes>
+    >>> A = fft(window, 2048) / 25.5
+    >>> mag = np.abs(fftshift(A))
+    >>> freq = np.linspace(-0.5, 0.5, len(A))
+    >>> response = 20 * np.log10(mag)
+    >>> response = np.clip(response, -100, 100)
+    >>> plt.plot(freq, response)
+    [<matplotlib.lines.Line2D object at 0x...>]
+    >>> plt.title("Frequency response of Kaiser window")
+    Text(0.5, 1.0, 'Frequency response of Kaiser window')
+    >>> plt.ylabel("Magnitude [dB]")
+    Text(0, 0.5, 'Magnitude [dB]')
+    >>> plt.xlabel("Normalized frequency [cycles per sample]")
+    Text(0.5, 0, 'Normalized frequency [cycles per sample]')
+    >>> plt.axis('tight')
+    (-0.5, 0.5, -100.0, ...) # may vary
+    >>> plt.show()
+
+    """
+    if M == 1:
+        return np.ones(1, dtype=np.result_type(M, 0.0))
+    n = arange(0, M)
+    alpha = (M-1)/2.0
+    return i0(beta * sqrt(1-((n-alpha)/alpha)**2.0))/i0(float(beta))
+
+
+def _sinc_dispatcher(x):
+    return (x,)
+
+
+@array_function_dispatch(_sinc_dispatcher)
+def sinc(x):
+    r"""
+    Return the normalized sinc function.
+
+    The sinc function is equal to :math:`\sin(\pi x)/(\pi x)` for any argument
+    :math:`x\ne 0`. ``sinc(0)`` takes the limit value 1, making ``sinc`` not
+    only everywhere continuous but also infinitely differentiable.
+
+    .. note::
+
+        Note the normalization factor of ``pi`` used in the definition.
+        This is the most commonly used definition in signal processing.
+        Use ``sinc(x / np.pi)`` to obtain the unnormalized sinc function
+        :math:`\sin(x)/x` that is more common in mathematics.
+
+    Parameters
+    ----------
+    x : ndarray
+        Array (possibly multi-dimensional) of values for which to calculate
+        ``sinc(x)``.
+
+    Returns
+    -------
+    out : ndarray
+        ``sinc(x)``, which has the same shape as the input.
+
+    Notes
+    -----
+    The name sinc is short for "sine cardinal" or "sinus cardinalis".
+
+    The sinc function is used in various signal processing applications,
+    including in anti-aliasing, in the construction of a Lanczos resampling
+    filter, and in interpolation.
+
+    For bandlimited interpolation of discrete-time signals, the ideal
+    interpolation kernel is proportional to the sinc function.
+
+    References
+    ----------
+    .. [1] Weisstein, Eric W. "Sinc Function." From MathWorld--A Wolfram Web
+           Resource. http://mathworld.wolfram.com/SincFunction.html
+    .. [2] Wikipedia, "Sinc function",
+           https://en.wikipedia.org/wiki/Sinc_function
+
+    Examples
+    --------
+    >>> import matplotlib.pyplot as plt
+    >>> x = np.linspace(-4, 4, 41)
+    >>> np.sinc(x)
+     array([-3.89804309e-17,  -4.92362781e-02,  -8.40918587e-02, # may vary
+            -8.90384387e-02,  -5.84680802e-02,   3.89804309e-17,
+            6.68206631e-02,   1.16434881e-01,   1.26137788e-01,
+            8.50444803e-02,  -3.89804309e-17,  -1.03943254e-01,
+            -1.89206682e-01,  -2.16236208e-01,  -1.55914881e-01,
+            3.89804309e-17,   2.33872321e-01,   5.04551152e-01,
+            7.56826729e-01,   9.35489284e-01,   1.00000000e+00,
+            9.35489284e-01,   7.56826729e-01,   5.04551152e-01,
+            2.33872321e-01,   3.89804309e-17,  -1.55914881e-01,
+           -2.16236208e-01,  -1.89206682e-01,  -1.03943254e-01,
+           -3.89804309e-17,   8.50444803e-02,   1.26137788e-01,
+            1.16434881e-01,   6.68206631e-02,   3.89804309e-17,
+            -5.84680802e-02,  -8.90384387e-02,  -8.40918587e-02,
+            -4.92362781e-02,  -3.89804309e-17])
+
+    >>> plt.plot(x, np.sinc(x))
+    [<matplotlib.lines.Line2D object at 0x...>]
+    >>> plt.title("Sinc Function")
+    Text(0.5, 1.0, 'Sinc Function')
+    >>> plt.ylabel("Amplitude")
+    Text(0, 0.5, 'Amplitude')
+    >>> plt.xlabel("X")
+    Text(0.5, 0, 'X')
+    >>> plt.show()
+
+    """
+    x = np.asanyarray(x)
+    y = pi * where(x == 0, 1.0e-20, x)
+    return sin(y)/y
+
+
+def _msort_dispatcher(a):
+    return (a,)
+
+
+@array_function_dispatch(_msort_dispatcher)
+def msort(a):
+    """
+    Return a copy of an array sorted along the first axis.
+
+    Parameters
+    ----------
+    a : array_like
+        Array to be sorted.
+
+    Returns
+    -------
+    sorted_array : ndarray
+        Array of the same type and shape as `a`.
+
+    See Also
+    --------
+    sort
+
+    Notes
+    -----
+    ``np.msort(a)`` is equivalent to  ``np.sort(a, axis=0)``.
+
+    """
+    b = array(a, subok=True, copy=True)
+    b.sort(0)
+    return b
+
+
+def _ureduce(a, func, **kwargs):
+    """
+    Internal Function.
+    Call `func` with `a` as first argument swapping the axes to use extended
+    axis on functions that don't support it natively.
+
+    Returns result and a.shape with axis dims set to 1.
+
+    Parameters
+    ----------
+    a : array_like
+        Input array or object that can be converted to an array.
+    func : callable
+        Reduction function capable of receiving a single axis argument.
+        It is called with `a` as first argument followed by `kwargs`.
+    kwargs : keyword arguments
+        additional keyword arguments to pass to `func`.
+
+    Returns
+    -------
+    result : tuple
+        Result of func(a, **kwargs) and a.shape with axis dims set to 1
+        which can be used to reshape the result to the same shape a ufunc with
+        keepdims=True would produce.
+
+    """
+    a = np.asanyarray(a)
+    axis = kwargs.get('axis', None)
+    if axis is not None:
+        keepdim = list(a.shape)
+        nd = a.ndim
+        axis = _nx.normalize_axis_tuple(axis, nd)
+
+        for ax in axis:
+            keepdim[ax] = 1
+
+        if len(axis) == 1:
+            kwargs['axis'] = axis[0]
+        else:
+            keep = set(range(nd)) - set(axis)
+            nkeep = len(keep)
+            # swap axis that should not be reduced to front
+            for i, s in enumerate(sorted(keep)):
+                a = a.swapaxes(i, s)
+            # merge reduced axis
+            a = a.reshape(a.shape[:nkeep] + (-1,))
+            kwargs['axis'] = -1
+        keepdim = tuple(keepdim)
+    else:
+        keepdim = (1,) * a.ndim
+
+    r = func(a, **kwargs)
+    return r, keepdim
+
+
+def _median_dispatcher(
+        a, axis=None, out=None, overwrite_input=None, keepdims=None):
+    return (a, out)
+
+
+@array_function_dispatch(_median_dispatcher)
+def median(a, axis=None, out=None, overwrite_input=False, keepdims=False):
+    """
+    Compute the median along the specified axis.
+
+    Returns the median of the array elements.
+
+    Parameters
+    ----------
+    a : array_like
+        Input array or object that can be converted to an array.
+    axis : {int, sequence of int, None}, optional
+        Axis or axes along which the medians are computed. The default
+        is to compute the median along a flattened version of the array.
+        A sequence of axes is supported since version 1.9.0.
+    out : ndarray, optional
+        Alternative output array in which to place the result. It must
+        have the same shape and buffer length as the expected output,
+        but the type (of the output) will be cast if necessary.
+    overwrite_input : bool, optional
+       If True, then allow use of memory of input array `a` for
+       calculations. The input array will be modified by the call to
+       `median`. This will save memory when you do not need to preserve
+       the contents of the input array. Treat the input as undefined,
+       but it will probably be fully or partially sorted. Default is
+       False. If `overwrite_input` is ``True`` and `a` is not already an
+       `ndarray`, an error will be raised.
+    keepdims : bool, optional
+        If this is set to True, the axes which are reduced are left
+        in the result as dimensions with size one. With this option,
+        the result will broadcast correctly against the original `arr`.
+
+        .. versionadded:: 1.9.0
+
+    Returns
+    -------
+    median : ndarray
+        A new array holding the result. If the input contains integers
+        or floats smaller than ``float64``, then the output data-type is
+        ``np.float64``.  Otherwise, the data-type of the output is the
+        same as that of the input. If `out` is specified, that array is
+        returned instead.
+
+    See Also
+    --------
+    mean, percentile
+
+    Notes
+    -----
+    Given a vector ``V`` of length ``N``, the median of ``V`` is the
+    middle value of a sorted copy of ``V``, ``V_sorted`` - i
+    e., ``V_sorted[(N-1)/2]``, when ``N`` is odd, and the average of the
+    two middle values of ``V_sorted`` when ``N`` is even.
+
+    Examples
+    --------
+    >>> a = np.array([[10, 7, 4], [3, 2, 1]])
+    >>> a
+    array([[10,  7,  4],
+           [ 3,  2,  1]])
+    >>> np.median(a)
+    3.5
+    >>> np.median(a, axis=0)
+    array([6.5, 4.5, 2.5])
+    >>> np.median(a, axis=1)
+    array([7.,  2.])
+    >>> m = np.median(a, axis=0)
+    >>> out = np.zeros_like(m)
+    >>> np.median(a, axis=0, out=m)
+    array([6.5,  4.5,  2.5])
+    >>> m
+    array([6.5,  4.5,  2.5])
+    >>> b = a.copy()
+    >>> np.median(b, axis=1, overwrite_input=True)
+    array([7.,  2.])
+    >>> assert not np.all(a==b)
+    >>> b = a.copy()
+    >>> np.median(b, axis=None, overwrite_input=True)
+    3.5
+    >>> assert not np.all(a==b)
+
+    """
+    r, k = _ureduce(a, func=_median, axis=axis, out=out,
+                    overwrite_input=overwrite_input)
+    if keepdims:
+        return r.reshape(k)
+    else:
+        return r
+
+
+def _median(a, axis=None, out=None, overwrite_input=False):
+    # can't be reasonably be implemented in terms of percentile as we have to
+    # call mean to not break astropy
+    a = np.asanyarray(a)
+
+    # Set the partition indexes
+    if axis is None:
+        sz = a.size
+    else:
+        sz = a.shape[axis]
+    if sz % 2 == 0:
+        szh = sz // 2
+        kth = [szh - 1, szh]
+    else:
+        kth = [(sz - 1) // 2]
+    # Check if the array contains any nan's
+    if np.issubdtype(a.dtype, np.inexact):
+        kth.append(-1)
+
+    if overwrite_input:
+        if axis is None:
+            part = a.ravel()
+            part.partition(kth)
+        else:
+            a.partition(kth, axis=axis)
+            part = a
+    else:
+        part = partition(a, kth, axis=axis)
+
+    if part.shape == ():
+        # make 0-D arrays work
+        return part.item()
+    if axis is None:
+        axis = 0
+
+    indexer = [slice(None)] * part.ndim
+    index = part.shape[axis] // 2
+    if part.shape[axis] % 2 == 1:
+        # index with slice to allow mean (below) to work
+        indexer[axis] = slice(index, index+1)
+    else:
+        indexer[axis] = slice(index-1, index+1)
+    indexer = tuple(indexer)
+
+    # Use mean in both odd and even case to coerce data type,
+    # using out array if needed.
+    rout = mean(part[indexer], axis=axis, out=out)
+    # Check if the array contains any nan's
+    if np.issubdtype(a.dtype, np.inexact) and sz > 0:
+        # If nans are possible, warn and replace by nans like mean would.
+        rout = np.lib.utils._median_nancheck(part, rout, axis)
+
+    return rout
+
+
+def _percentile_dispatcher(a, q, axis=None, out=None, overwrite_input=None,
+                           method=None, keepdims=None, *, interpolation=None):
+    return (a, q, out)
+
+
+@array_function_dispatch(_percentile_dispatcher)
+def percentile(a,
+               q,
+               axis=None,
+               out=None,
+               overwrite_input=False,
+               method="linear",
+               keepdims=False,
+               *,
+               interpolation=None):
+    """
+    Compute the q-th percentile of the data along the specified axis.
+
+    Returns the q-th percentile(s) of the array elements.
+
+    Parameters
+    ----------
+    a : array_like
+        Input array or object that can be converted to an array.
+    q : array_like of float
+        Percentile or sequence of percentiles to compute, which must be between
+        0 and 100 inclusive.
+    axis : {int, tuple of int, None}, optional
+        Axis or axes along which the percentiles are computed. The
+        default is to compute the percentile(s) along a flattened
+        version of the array.
+
+        .. versionchanged:: 1.9.0
+            A tuple of axes is supported
+    out : ndarray, optional
+        Alternative output array in which to place the result. It must
+        have the same shape and buffer length as the expected output,
+        but the type (of the output) will be cast if necessary.
+    overwrite_input : bool, optional
+        If True, then allow the input array `a` to be modified by intermediate
+        calculations, to save memory. In this case, the contents of the input
+        `a` after this function completes is undefined.
+    method : str, optional
+        This parameter specifies the method to use for estimating the
+        percentile.  There are many different methods, some unique to NumPy.
+        See the notes for explanation.  The options sorted by their R type
+        as summarized in the H&F paper [1]_ are:
+
+        1. 'inverted_cdf'
+        2. 'averaged_inverted_cdf'
+        3. 'closest_observation'
+        4. 'interpolated_inverted_cdf'
+        5. 'hazen'
+        6. 'weibull'
+        7. 'linear'  (default)
+        8. 'median_unbiased'
+        9. 'normal_unbiased'
+
+        The first three methods are discontiuous.  NumPy further defines the
+        following discontinuous variations of the default 'linear' (7.) option:
+
+        * 'lower'
+        * 'higher',
+        * 'midpoint'
+        * 'nearest'
+
+        .. versionchanged:: 1.22.0
+            This argument was previously called "interpolation" and only
+            offered the "linear" default and last four options.
+
+    keepdims : bool, optional
+        If this is set to True, the axes which are reduced are left in
+        the result as dimensions with size one. With this option, the
+        result will broadcast correctly against the original array `a`.
+
+        .. versionadded:: 1.9.0
+
+    interpolation : str, optional
+        Deprecated name for the method keyword argument.
+
+        .. deprecated:: 1.22.0
+
+    Returns
+    -------
+    percentile : scalar or ndarray
+        If `q` is a single percentile and `axis=None`, then the result
+        is a scalar. If multiple percentiles are given, first axis of
+        the result corresponds to the percentiles. The other axes are
+        the axes that remain after the reduction of `a`. If the input
+        contains integers or floats smaller than ``float64``, the output
+        data-type is ``float64``. Otherwise, the output data-type is the
+        same as that of the input. If `out` is specified, that array is
+        returned instead.
+
+    See Also
+    --------
+    mean
+    median : equivalent to ``percentile(..., 50)``
+    nanpercentile
+    quantile : equivalent to percentile, except q in the range [0, 1].
+
+    Notes
+    -----
+    Given a vector ``V`` of length ``N``, the q-th percentile of ``V`` is
+    the value ``q/100`` of the way from the minimum to the maximum in a
+    sorted copy of ``V``. The values and distances of the two nearest
+    neighbors as well as the `method` parameter will determine the
+    percentile if the normalized ranking does not match the location of
+    ``q`` exactly. This function is the same as the median if ``q=50``, the
+    same as the minimum if ``q=0`` and the same as the maximum if
+    ``q=100``.
+
+    This optional `method` parameter specifies the method to use when the
+    desired quantile lies between two data points ``i < j``.
+    If ``g`` is the fractional part of the index surrounded by ``i`` and
+    alpha and beta are correction constants modifying i and j.
+
+    Below, 'q' is the quantile value, 'n' is the sample size and
+    alpha and beta are constants.
+    The following formula gives an interpolation "i + g" of where the quantile
+    would be in the sorted sample.
+    With 'i' being the floor and 'g' the fractional part of the result.
+
+    .. math::
+        i + g = (q - alpha) / ( n - alpha - beta + 1 )
+
+    The different methods then work as follows
+
+    inverted_cdf:
+        method 1 of H&F [1]_.
+        This method gives discontinuous results:
+
+        * if g > 0 ; then take j
+        * if g = 0 ; then take i
+
+    averaged_inverted_cdf:
+        method 2 of H&F [1]_.
+        This method give discontinuous results:
+
+        * if g > 0 ; then take j
+        * if g = 0 ; then average between bounds
+
+    closest_observation:
+        method 3 of H&F [1]_.
+        This method give discontinuous results:
+
+        * if g > 0 ; then take j
+        * if g = 0 and index is odd ; then take j
+        * if g = 0 and index is even ; then take i
+
+    interpolated_inverted_cdf:
+        method 4 of H&F [1]_.
+        This method give continuous results using:
+
+        * alpha = 0
+        * beta = 1
+
+    hazen:
+        method 5 of H&F [1]_.
+        This method give continuous results using:
+
+        * alpha = 1/2
+        * beta = 1/2
+
+    weibull:
+        method 6 of H&F [1]_.
+        This method give continuous results using:
+
+        * alpha = 0
+        * beta = 0
+
+    linear:
+        method 7 of H&F [1]_.
+        This method give continuous results using:
+
+        * alpha = 1
+        * beta = 1
+
+    median_unbiased:
+        method 8 of H&F [1]_.
+        This method is probably the best method if the sample
+        distribution function is unknown (see reference).
+        This method give continuous results using:
+
+        * alpha = 1/3
+        * beta = 1/3
+
+    normal_unbiased:
+        method 9 of H&F [1]_.
+        This method is probably the best method if the sample
+        distribution function is known to be normal.
+        This method give continuous results using:
+
+        * alpha = 3/8
+        * beta = 3/8
+
+    lower:
+        NumPy method kept for backwards compatibility.
+        Takes ``i`` as the interpolation point.
+
+    higher:
+        NumPy method kept for backwards compatibility.
+        Takes ``j`` as the interpolation point.
+
+    nearest:
+        NumPy method kept for backwards compatibility.
+        Takes ``i`` or ``j``, whichever is nearest.
+
+    midpoint:
+        NumPy method kept for backwards compatibility.
+        Uses ``(i + j) / 2``.
+
+    Examples
+    --------
+    >>> a = np.array([[10, 7, 4], [3, 2, 1]])
+    >>> a
+    array([[10,  7,  4],
+           [ 3,  2,  1]])
+    >>> np.percentile(a, 50)
+    3.5
+    >>> np.percentile(a, 50, axis=0)
+    array([6.5, 4.5, 2.5])
+    >>> np.percentile(a, 50, axis=1)
+    array([7.,  2.])
+    >>> np.percentile(a, 50, axis=1, keepdims=True)
+    array([[7.],
+           [2.]])
+
+    >>> m = np.percentile(a, 50, axis=0)
+    >>> out = np.zeros_like(m)
+    >>> np.percentile(a, 50, axis=0, out=out)
+    array([6.5, 4.5, 2.5])
+    >>> m
+    array([6.5, 4.5, 2.5])
+
+    >>> b = a.copy()
+    >>> np.percentile(b, 50, axis=1, overwrite_input=True)
+    array([7.,  2.])
+    >>> assert not np.all(a == b)
+
+    The different methods can be visualized graphically:
+
+    .. plot::
+
+        import matplotlib.pyplot as plt
+
+        a = np.arange(4)
+        p = np.linspace(0, 100, 6001)
+        ax = plt.gca()
+        lines = [
+            ('linear', '-', 'C0'),
+            ('inverted_cdf', ':', 'C1'),
+            # Almost the same as `inverted_cdf`:
+            ('averaged_inverted_cdf', '-.', 'C1'),
+            ('closest_observation', ':', 'C2'),
+            ('interpolated_inverted_cdf', '--', 'C1'),
+            ('hazen', '--', 'C3'),
+            ('weibull', '-.', 'C4'),
+            ('median_unbiased', '--', 'C5'),
+            ('normal_unbiased', '-.', 'C6'),
+            ]
+        for method, style, color in lines:
+            ax.plot(
+                p, np.percentile(a, p, method=method),
+                label=method, linestyle=style, color=color)
+        ax.set(
+            title='Percentiles for different methods and data: ' + str(a),
+            xlabel='Percentile',
+            ylabel='Estimated percentile value',
+            yticks=a)
+        ax.legend()
+        plt.show()
+
+    References
+    ----------
+    .. [1] R. J. Hyndman and Y. Fan,
+       "Sample quantiles in statistical packages,"
+       The American Statistician, 50(4), pp. 361-365, 1996
+
+    """
+    if interpolation is not None:
+        method = _check_interpolation_as_method(
+            method, interpolation, "percentile")
+    q = np.true_divide(q, 100)
+    q = asanyarray(q)  # undo any decay that the ufunc performed (see gh-13105)
+    if not _quantile_is_valid(q):
+        raise ValueError("Percentiles must be in the range [0, 100]")
+    return _quantile_unchecked(
+        a, q, axis, out, overwrite_input, method, keepdims)
+
+
+def _quantile_dispatcher(a, q, axis=None, out=None, overwrite_input=None,
+                         method=None, keepdims=None, *, interpolation=None):
+    return (a, q, out)
+
+
+@array_function_dispatch(_quantile_dispatcher)
+def quantile(a,
+             q,
+             axis=None,
+             out=None,
+             overwrite_input=False,
+             method="linear",
+             keepdims=False,
+             *,
+             interpolation=None):
+    """
+    Compute the q-th quantile of the data along the specified axis.
+
+    .. versionadded:: 1.15.0
+
+    Parameters
+    ----------
+    a : array_like
+        Input array or object that can be converted to an array.
+    q : array_like of float
+        Quantile or sequence of quantiles to compute, which must be between
+        0 and 1 inclusive.
+    axis : {int, tuple of int, None}, optional
+        Axis or axes along which the quantiles are computed. The default is
+        to compute the quantile(s) along a flattened version of the array.
+    out : ndarray, optional
+        Alternative output array in which to place the result. It must have
+        the same shape and buffer length as the expected output, but the
+        type (of the output) will be cast if necessary.
+    overwrite_input : bool, optional
+        If True, then allow the input array `a` to be modified by
+        intermediate calculations, to save memory. In this case, the
+        contents of the input `a` after this function completes is
+        undefined.
+    method : str, optional
+        This parameter specifies the method to use for estimating the
+        quantile.  There are many different methods, some unique to NumPy.
+        See the notes for explanation.  The options sorted by their R type
+        as summarized in the H&F paper [1]_ are:
+
+        1. 'inverted_cdf'
+        2. 'averaged_inverted_cdf'
+        3. 'closest_observation'
+        4. 'interpolated_inverted_cdf'
+        5. 'hazen'
+        6. 'weibull'
+        7. 'linear'  (default)
+        8. 'median_unbiased'
+        9. 'normal_unbiased'
+
+        The first three methods are discontinuous.  NumPy further defines the
+        following discontinuous variations of the default 'linear' (7.) option:
+
+        * 'lower'
+        * 'higher',
+        * 'midpoint'
+        * 'nearest'
+
+        .. versionchanged:: 1.22.0
+            This argument was previously called "interpolation" and only
+            offered the "linear" default and last four options.
+
+    keepdims : bool, optional
+        If this is set to True, the axes which are reduced are left in
+        the result as dimensions with size one. With this option, the
+        result will broadcast correctly against the original array `a`.
+
+    interpolation : str, optional
+        Deprecated name for the method keyword argument.
+
+        .. deprecated:: 1.22.0
+
+    Returns
+    -------
+    quantile : scalar or ndarray
+        If `q` is a single quantile and `axis=None`, then the result
+        is a scalar. If multiple quantiles are given, first axis of
+        the result corresponds to the quantiles. The other axes are
+        the axes that remain after the reduction of `a`. If the input
+        contains integers or floats smaller than ``float64``, the output
+        data-type is ``float64``. Otherwise, the output data-type is the
+        same as that of the input. If `out` is specified, that array is
+        returned instead.
+
+    See Also
+    --------
+    mean
+    percentile : equivalent to quantile, but with q in the range [0, 100].
+    median : equivalent to ``quantile(..., 0.5)``
+    nanquantile
+
+    Notes
+    -----
+    Given a vector ``V`` of length ``N``, the q-th quantile of ``V`` is the
+    value ``q`` of the way from the minimum to the maximum in a sorted copy of
+    ``V``. The values and distances of the two nearest neighbors as well as the
+    `method` parameter will determine the quantile if the normalized
+    ranking does not match the location of ``q`` exactly. This function is the
+    same as the median if ``q=0.5``, the same as the minimum if ``q=0.0`` and
+    the same as the maximum if ``q=1.0``.
+
+    The optional `method` parameter specifies the method to use when the
+    desired quantile lies between two data points ``i < j``.
+    If ``g`` is the fractional part of the index surrounded by ``i`` and ``j``,
+    and alpha and beta are correction constants modifying i and j:
+
+    .. math::
+        i + g = (q - alpha) / ( n - alpha - beta + 1 )
+
+    The different methods then work as follows
+
+    inverted_cdf:
+        method 1 of H&F [1]_.
+        This method gives discontinuous results:
+
+        * if g > 0 ; then take j
+        * if g = 0 ; then take i
+
+    averaged_inverted_cdf:
+        method 2 of H&F [1]_.
+        This method gives discontinuous results:
+
+        * if g > 0 ; then take j
+        * if g = 0 ; then average between bounds
+
+    closest_observation:
+        method 3 of H&F [1]_.
+        This method gives discontinuous results:
+
+        * if g > 0 ; then take j
+        * if g = 0 and index is odd ; then take j
+        * if g = 0 and index is even ; then take i
+
+    interpolated_inverted_cdf:
+        method 4 of H&F [1]_.
+        This method gives continuous results using:
+
+        * alpha = 0
+        * beta = 1
+
+    hazen:
+        method 5 of H&F [1]_.
+        This method gives continuous results using:
+
+        * alpha = 1/2
+        * beta = 1/2
+
+    weibull:
+        method 6 of H&F [1]_.
+        This method gives continuous results using:
+
+        * alpha = 0
+        * beta = 0
+
+    linear:
+        method 7 of H&F [1]_.
+        This method gives continuous results using:
+
+        * alpha = 1
+        * beta = 1
+
+    median_unbiased:
+        method 8 of H&F [1]_.
+        This method is probably the best method if the sample
+        distribution function is unknown (see reference).
+        This method gives continuous results using:
+
+        * alpha = 1/3
+        * beta = 1/3
+
+    normal_unbiased:
+        method 9 of H&F [1]_.
+        This method is probably the best method if the sample
+        distribution function is known to be normal.
+        This method gives continuous results using:
+
+        * alpha = 3/8
+        * beta = 3/8
+
+    lower:
+        NumPy method kept for backwards compatibility.
+        Takes ``i`` as the interpolation point.
+
+    higher:
+        NumPy method kept for backwards compatibility.
+        Takes ``j`` as the interpolation point.
+
+    nearest:
+        NumPy method kept for backwards compatibility.
+        Takes ``i`` or ``j``, whichever is nearest.
+
+    midpoint:
+        NumPy method kept for backwards compatibility.
+        Uses ``(i + j) / 2``.
+
+    Examples
+    --------
+    >>> a = np.array([[10, 7, 4], [3, 2, 1]])
+    >>> a
+    array([[10,  7,  4],
+           [ 3,  2,  1]])
+    >>> np.quantile(a, 0.5)
+    3.5
+    >>> np.quantile(a, 0.5, axis=0)
+    array([6.5, 4.5, 2.5])
+    >>> np.quantile(a, 0.5, axis=1)
+    array([7.,  2.])
+    >>> np.quantile(a, 0.5, axis=1, keepdims=True)
+    array([[7.],
+           [2.]])
+    >>> m = np.quantile(a, 0.5, axis=0)
+    >>> out = np.zeros_like(m)
+    >>> np.quantile(a, 0.5, axis=0, out=out)
+    array([6.5, 4.5, 2.5])
+    >>> m
+    array([6.5, 4.5, 2.5])
+    >>> b = a.copy()
+    >>> np.quantile(b, 0.5, axis=1, overwrite_input=True)
+    array([7.,  2.])
+    >>> assert not np.all(a == b)
+
+    See also `numpy.percentile` for a visualization of most methods.
+
+    References
+    ----------
+    .. [1] R. J. Hyndman and Y. Fan,
+       "Sample quantiles in statistical packages,"
+       The American Statistician, 50(4), pp. 361-365, 1996
+
+    """
+    if interpolation is not None:
+        method = _check_interpolation_as_method(
+            method, interpolation, "quantile")
+
+    q = np.asanyarray(q)
+    if not _quantile_is_valid(q):
+        raise ValueError("Quantiles must be in the range [0, 1]")
+    return _quantile_unchecked(
+        a, q, axis, out, overwrite_input, method, keepdims)
+
+
+def _quantile_unchecked(a,
+                        q,
+                        axis=None,
+                        out=None,
+                        overwrite_input=False,
+                        method="linear",
+                        keepdims=False):
+    """Assumes that q is in [0, 1], and is an ndarray"""
+    r, k = _ureduce(a,
+                    func=_quantile_ureduce_func,
+                    q=q,
+                    axis=axis,
+                    out=out,
+                    overwrite_input=overwrite_input,
+                    method=method)
+    if keepdims:
+        return r.reshape(q.shape + k)
+    else:
+        return r
+
+
+def _quantile_is_valid(q):
+    # avoid expensive reductions, relevant for arrays with < O(1000) elements
+    if q.ndim == 1 and q.size < 10:
+        for i in range(q.size):
+            if not (0.0 <= q[i] <= 1.0):
+                return False
+    else:
+        if not (np.all(0 <= q) and np.all(q <= 1)):
+            return False
+    return True
+
+
+def _check_interpolation_as_method(method, interpolation, fname):
+    # Deprecated NumPy 1.22, 2021-11-08
+    warnings.warn(
+        f"the `interpolation=` argument to {fname} was renamed to "
+        "`method=`, which has additional options.\n"
+        "Users of the modes 'nearest', 'lower', 'higher', or "
+        "'midpoint' are encouraged to review the method they used. "
+        "(Deprecated NumPy 1.22)",
+        DeprecationWarning, stacklevel=4)
+    if method != "linear":
+        # sanity check, we assume this basically never happens
+        raise TypeError(
+            "You shall not pass both `method` and `interpolation`!\n"
+            "(`interpolation` is Deprecated in favor of `method`)")
+    return interpolation
+
+
+def _compute_virtual_index(n, quantiles, alpha: float, beta: float):
+    """
+    Compute the floating point indexes of an array for the linear
+    interpolation of quantiles.
+    n : array_like
+        The sample sizes.
+    quantiles : array_like
+        The quantiles values.
+    alpha : float
+        A constant used to correct the index computed.
+    beta : float
+        A constant used to correct the index computed.
+
+    alpha and beta values depend on the chosen method
+    (see quantile documentation)
+
+    Reference:
+    Hyndman&Fan paper "Sample Quantiles in Statistical Packages",
+    DOI: 10.1080/00031305.1996.10473566
+    """
+    return n * quantiles + (
+            alpha + quantiles * (1 - alpha - beta)
+    ) - 1
+
+
+def _get_gamma(virtual_indexes, previous_indexes, method):
+    """
+    Compute gamma (a.k.a 'm' or 'weight') for the linear interpolation
+    of quantiles.
+
+    virtual_indexes : array_like
+        The indexes where the percentile is supposed to be found in the sorted
+        sample.
+    previous_indexes : array_like
+        The floor values of virtual_indexes.
+    interpolation : dict
+        The interpolation method chosen, which may have a specific rule
+        modifying gamma.
+
+    gamma is usually the fractional part of virtual_indexes but can be modified
+    by the interpolation method.
+    """
+    gamma = np.asanyarray(virtual_indexes - previous_indexes)
+    gamma = method["fix_gamma"](gamma, virtual_indexes)
+    return np.asanyarray(gamma)
+
+
+def _lerp(a, b, t, out=None):
+    """
+    Compute the linear interpolation weighted by gamma on each point of
+    two same shape array.
+
+    a : array_like
+        Left bound.
+    b : array_like
+        Right bound.
+    t : array_like
+        The interpolation weight.
+    out : array_like
+        Output array.
+    """
+    diff_b_a = subtract(b, a)
+    # asanyarray is a stop-gap until gh-13105
+    lerp_interpolation = asanyarray(add(a, diff_b_a * t, out=out))
+    subtract(b, diff_b_a * (1 - t), out=lerp_interpolation, where=t >= 0.5)
+    if lerp_interpolation.ndim == 0 and out is None:
+        lerp_interpolation = lerp_interpolation[()]  # unpack 0d arrays
+    return lerp_interpolation
+
+
+def _get_gamma_mask(shape, default_value, conditioned_value, where):
+    out = np.full(shape, default_value)
+    np.copyto(out, conditioned_value, where=where, casting="unsafe")
+    return out
+
+
+def _discret_interpolation_to_boundaries(index, gamma_condition_fun):
+    previous = np.floor(index)
+    next = previous + 1
+    gamma = index - previous
+    res = _get_gamma_mask(shape=index.shape,
+                          default_value=next,
+                          conditioned_value=previous,
+                          where=gamma_condition_fun(gamma, index)
+                          ).astype(np.intp)
+    # Some methods can lead to out-of-bound integers, clip them:
+    res[res < 0] = 0
+    return res
+
+
+def _closest_observation(n, quantiles):
+    gamma_fun = lambda gamma, index: (gamma == 0) & (np.floor(index) % 2 == 0)
+    return _discret_interpolation_to_boundaries((n * quantiles) - 1 - 0.5,
+                                                gamma_fun)
+
+
+def _inverted_cdf(n, quantiles):
+    gamma_fun = lambda gamma, _: (gamma == 0)
+    return _discret_interpolation_to_boundaries((n * quantiles) - 1,
+                                                gamma_fun)
+
+
+def _quantile_ureduce_func(
+        a: np.array,
+        q: np.array,
+        axis: int = None,
+        out=None,
+        overwrite_input: bool = False,
+        method="linear",
+) -> np.array:
+    if q.ndim > 2:
+        # The code below works fine for nd, but it might not have useful
+        # semantics. For now, keep the supported dimensions the same as it was
+        # before.
+        raise ValueError("q must be a scalar or 1d")
+    if overwrite_input:
+        if axis is None:
+            axis = 0
+            arr = a.ravel()
+        else:
+            arr = a
+    else:
+        if axis is None:
+            axis = 0
+            arr = a.flatten()
+        else:
+            arr = a.copy()
+    result = _quantile(arr,
+                       quantiles=q,
+                       axis=axis,
+                       method=method,
+                       out=out)
+    return result
+
+
+def _get_indexes(arr, virtual_indexes, valid_values_count):
+    """
+    Get the valid indexes of arr neighbouring virtual_indexes.
+    Note
+    This is a companion function to linear interpolation of
+    Quantiles
+
+    Returns
+    -------
+    (previous_indexes, next_indexes): Tuple
+        A Tuple of virtual_indexes neighbouring indexes
+    """
+    previous_indexes = np.asanyarray(np.floor(virtual_indexes))
+    next_indexes = np.asanyarray(previous_indexes + 1)
+    indexes_above_bounds = virtual_indexes >= valid_values_count - 1
+    # When indexes is above max index, take the max value of the array
+    if indexes_above_bounds.any():
+        previous_indexes[indexes_above_bounds] = -1
+        next_indexes[indexes_above_bounds] = -1
+    # When indexes is below min index, take the min value of the array
+    indexes_below_bounds = virtual_indexes < 0
+    if indexes_below_bounds.any():
+        previous_indexes[indexes_below_bounds] = 0
+        next_indexes[indexes_below_bounds] = 0
+    if np.issubdtype(arr.dtype, np.inexact):
+        # After the sort, slices having NaNs will have for last element a NaN
+        virtual_indexes_nans = np.isnan(virtual_indexes)
+        if virtual_indexes_nans.any():
+            previous_indexes[virtual_indexes_nans] = -1
+            next_indexes[virtual_indexes_nans] = -1
+    previous_indexes = previous_indexes.astype(np.intp)
+    next_indexes = next_indexes.astype(np.intp)
+    return previous_indexes, next_indexes
+
+
+def _quantile(
+        arr: np.array,
+        quantiles: np.array,
+        axis: int = -1,
+        method="linear",
+        out=None,
+):
+    """
+    Private function that doesn't support extended axis or keepdims.
+    These methods are extended to this function using _ureduce
+    See nanpercentile for parameter usage
+    It computes the quantiles of the array for the given axis.
+    A linear interpolation is performed based on the `interpolation`.
+
+    By default, the method is "linear" where alpha == beta == 1 which
+    performs the 7th method of Hyndman&Fan.
+    With "median_unbiased" we get alpha == beta == 1/3
+    thus the 8th method of Hyndman&Fan.
+    """
+    # --- Setup
+    arr = np.asanyarray(arr)
+    values_count = arr.shape[axis]
+    # The dimensions of `q` are prepended to the output shape, so we need the
+    # axis being sampled from `arr` to be last.
+    DATA_AXIS = 0
+    if axis != DATA_AXIS:  # But moveaxis is slow, so only call it if axis!=0.
+        arr = np.moveaxis(arr, axis, destination=DATA_AXIS)
+    # --- Computation of indexes
+    # Index where to find the value in the sorted array.
+    # Virtual because it is a floating point value, not an valid index.
+    # The nearest neighbours are used for interpolation
+    try:
+        method = _QuantileMethods[method]
+    except KeyError:
+        raise ValueError(
+            f"{method!r} is not a valid method. Use one of: "
+            f"{_QuantileMethods.keys()}") from None
+    virtual_indexes = method["get_virtual_index"](values_count, quantiles)
+    virtual_indexes = np.asanyarray(virtual_indexes)
+    if np.issubdtype(virtual_indexes.dtype, np.integer):
+        # No interpolation needed, take the points along axis
+        if np.issubdtype(arr.dtype, np.inexact):
+            # may contain nan, which would sort to the end
+            arr.partition(concatenate((virtual_indexes.ravel(), [-1])), axis=0)
+            slices_having_nans = np.isnan(arr[-1])
+        else:
+            # cannot contain nan
+            arr.partition(virtual_indexes.ravel(), axis=0)
+            slices_having_nans = np.array(False, dtype=bool)
+        result = take(arr, virtual_indexes, axis=0, out=out)
+    else:
+        previous_indexes, next_indexes = _get_indexes(arr,
+                                                      virtual_indexes,
+                                                      values_count)
+        # --- Sorting
+        arr.partition(
+            np.unique(np.concatenate(([0, -1],
+                                      previous_indexes.ravel(),
+                                      next_indexes.ravel(),
+                                      ))),
+            axis=DATA_AXIS)
+        if np.issubdtype(arr.dtype, np.inexact):
+            slices_having_nans = np.isnan(
+                take(arr, indices=-1, axis=DATA_AXIS)
+            )
+        else:
+            slices_having_nans = None
+        # --- Get values from indexes
+        previous = np.take(arr, previous_indexes, axis=DATA_AXIS)
+        next = np.take(arr, next_indexes, axis=DATA_AXIS)
+        # --- Linear interpolation
+        gamma = _get_gamma(virtual_indexes, previous_indexes, method)
+        result_shape = virtual_indexes.shape + (1,) * (arr.ndim - 1)
+        gamma = gamma.reshape(result_shape)
+        result = _lerp(previous,
+                       next,
+                       gamma,
+                       out=out)
+    if np.any(slices_having_nans):
+        if result.ndim == 0 and out is None:
+            # can't write to a scalar
+            result = arr.dtype.type(np.nan)
+        else:
+            result[..., slices_having_nans] = np.nan
+    return result
+
+
+def _trapz_dispatcher(y, x=None, dx=None, axis=None):
+    return (y, x)
+
+
+@array_function_dispatch(_trapz_dispatcher)
+def trapz(y, x=None, dx=1.0, axis=-1):
+    r"""
+    Integrate along the given axis using the composite trapezoidal rule.
+
+    If `x` is provided, the integration happens in sequence along its
+    elements - they are not sorted.
+
+    Integrate `y` (`x`) along each 1d slice on the given axis, compute
+    :math:`\int y(x) dx`.
+    When `x` is specified, this integrates along the parametric curve,
+    computing :math:`\int_t y(t) dt =
+    \int_t y(t) \left.\frac{dx}{dt}\right|_{x=x(t)} dt`.
+
+    Parameters
+    ----------
+    y : array_like
+        Input array to integrate.
+    x : array_like, optional
+        The sample points corresponding to the `y` values. If `x` is None,
+        the sample points are assumed to be evenly spaced `dx` apart. The
+        default is None.
+    dx : scalar, optional
+        The spacing between sample points when `x` is None. The default is 1.
+    axis : int, optional
+        The axis along which to integrate.
+
+    Returns
+    -------
+    trapz : float or ndarray
+        Definite integral of `y` = n-dimensional array as approximated along
+        a single axis by the trapezoidal rule. If `y` is a 1-dimensional array,
+        then the result is a float. If `n` is greater than 1, then the result
+        is an `n`-1 dimensional array.
+
+    See Also
+    --------
+    sum, cumsum
+
+    Notes
+    -----
+    Image [2]_ illustrates trapezoidal rule -- y-axis locations of points
+    will be taken from `y` array, by default x-axis distances between
+    points will be 1.0, alternatively they can be provided with `x` array
+    or with `dx` scalar.  Return value will be equal to combined area under
+    the red lines.
+
+
+    References
+    ----------
+    .. [1] Wikipedia page: https://en.wikipedia.org/wiki/Trapezoidal_rule
+
+    .. [2] Illustration image:
+           https://en.wikipedia.org/wiki/File:Composite_trapezoidal_rule_illustration.png
+
+    Examples
+    --------
+    >>> np.trapz([1,2,3])
+    4.0
+    >>> np.trapz([1,2,3], x=[4,6,8])
+    8.0
+    >>> np.trapz([1,2,3], dx=2)
+    8.0
+
+    Using a decreasing `x` corresponds to integrating in reverse:
+
+    >>> np.trapz([1,2,3], x=[8,6,4])
+    -8.0
+
+    More generally `x` is used to integrate along a parametric curve.
+    This finds the area of a circle, noting we repeat the sample which closes
+    the curve:
+
+    >>> theta = np.linspace(0, 2 * np.pi, num=1000, endpoint=True)
+    >>> np.trapz(np.cos(theta), x=np.sin(theta))
+    3.141571941375841
+
+    >>> a = np.arange(6).reshape(2, 3)
+    >>> a
+    array([[0, 1, 2],
+           [3, 4, 5]])
+    >>> np.trapz(a, axis=0)
+    array([1.5, 2.5, 3.5])
+    >>> np.trapz(a, axis=1)
+    array([2.,  8.])
+    """
+    y = asanyarray(y)
+    if x is None:
+        d = dx
+    else:
+        x = asanyarray(x)
+        if x.ndim == 1:
+            d = diff(x)
+            # reshape to correct shape
+            shape = [1]*y.ndim
+            shape[axis] = d.shape[0]
+            d = d.reshape(shape)
+        else:
+            d = diff(x, axis=axis)
+    nd = y.ndim
+    slice1 = [slice(None)]*nd
+    slice2 = [slice(None)]*nd
+    slice1[axis] = slice(1, None)
+    slice2[axis] = slice(None, -1)
+    try:
+        ret = (d * (y[tuple(slice1)] + y[tuple(slice2)]) / 2.0).sum(axis)
+    except ValueError:
+        # Operations didn't work, cast to ndarray
+        d = np.asarray(d)
+        y = np.asarray(y)
+        ret = add.reduce(d * (y[tuple(slice1)]+y[tuple(slice2)])/2.0, axis)
+    return ret
+
+
+def _meshgrid_dispatcher(*xi, copy=None, sparse=None, indexing=None):
+    return xi
+
+
+# Based on scitools meshgrid
+@array_function_dispatch(_meshgrid_dispatcher)
+def meshgrid(*xi, copy=True, sparse=False, indexing='xy'):
+    """
+    Return coordinate matrices from coordinate vectors.
+
+    Make N-D coordinate arrays for vectorized evaluations of
+    N-D scalar/vector fields over N-D grids, given
+    one-dimensional coordinate arrays x1, x2,..., xn.
+
+    .. versionchanged:: 1.9
+       1-D and 0-D cases are allowed.
+
+    Parameters
+    ----------
+    x1, x2,..., xn : array_like
+        1-D arrays representing the coordinates of a grid.
+    indexing : {'xy', 'ij'}, optional
+        Cartesian ('xy', default) or matrix ('ij') indexing of output.
+        See Notes for more details.
+
+        .. versionadded:: 1.7.0
+    sparse : bool, optional
+        If True the shape of the returned coordinate array for dimension *i*
+        is reduced from ``(N1, ..., Ni, ... Nn)`` to
+        ``(1, ..., 1, Ni, 1, ..., 1)``.  These sparse coordinate grids are
+        intended to be use with :ref:`basics.broadcasting`.  When all
+        coordinates are used in an expression, broadcasting still leads to a
+        fully-dimensonal result array.
+
+        Default is False.
+
+        .. versionadded:: 1.7.0
+    copy : bool, optional
+        If False, a view into the original arrays are returned in order to
+        conserve memory.  Default is True.  Please note that
+        ``sparse=False, copy=False`` will likely return non-contiguous
+        arrays.  Furthermore, more than one element of a broadcast array
+        may refer to a single memory location.  If you need to write to the
+        arrays, make copies first.
+
+        .. versionadded:: 1.7.0
+
+    Returns
+    -------
+    X1, X2,..., XN : ndarray
+        For vectors `x1`, `x2`,..., `xn` with lengths ``Ni=len(xi)``,
+        returns ``(N1, N2, N3,..., Nn)`` shaped arrays if indexing='ij'
+        or ``(N2, N1, N3,..., Nn)`` shaped arrays if indexing='xy'
+        with the elements of `xi` repeated to fill the matrix along
+        the first dimension for `x1`, the second for `x2` and so on.
+
+    Notes
+    -----
+    This function supports both indexing conventions through the indexing
+    keyword argument.  Giving the string 'ij' returns a meshgrid with
+    matrix indexing, while 'xy' returns a meshgrid with Cartesian indexing.
+    In the 2-D case with inputs of length M and N, the outputs are of shape
+    (N, M) for 'xy' indexing and (M, N) for 'ij' indexing.  In the 3-D case
+    with inputs of length M, N and P, outputs are of shape (N, M, P) for
+    'xy' indexing and (M, N, P) for 'ij' indexing.  The difference is
+    illustrated by the following code snippet::
+
+        xv, yv = np.meshgrid(x, y, indexing='ij')
+        for i in range(nx):
+            for j in range(ny):
+                # treat xv[i,j], yv[i,j]
+
+        xv, yv = np.meshgrid(x, y, indexing='xy')
+        for i in range(nx):
+            for j in range(ny):
+                # treat xv[j,i], yv[j,i]
+
+    In the 1-D and 0-D case, the indexing and sparse keywords have no effect.
+
+    See Also
+    --------
+    mgrid : Construct a multi-dimensional "meshgrid" using indexing notation.
+    ogrid : Construct an open multi-dimensional "meshgrid" using indexing
+            notation.
+
+    Examples
+    --------
+    >>> nx, ny = (3, 2)
+    >>> x = np.linspace(0, 1, nx)
+    >>> y = np.linspace(0, 1, ny)
+    >>> xv, yv = np.meshgrid(x, y)
+    >>> xv
+    array([[0. , 0.5, 1. ],
+           [0. , 0.5, 1. ]])
+    >>> yv
+    array([[0.,  0.,  0.],
+           [1.,  1.,  1.]])
+    >>> xv, yv = np.meshgrid(x, y, sparse=True)  # make sparse output arrays
+    >>> xv
+    array([[0. ,  0.5,  1. ]])
+    >>> yv
+    array([[0.],
+           [1.]])
+
+    `meshgrid` is very useful to evaluate functions on a grid.  If the
+    function depends on all coordinates, you can use the parameter
+    ``sparse=True`` to save memory and computation time.
+
+    >>> x = np.linspace(-5, 5, 101)
+    >>> y = np.linspace(-5, 5, 101)
+    >>> # full coordinate arrays
+    >>> xx, yy = np.meshgrid(x, y)
+    >>> zz = np.sqrt(xx**2 + yy**2)
+    >>> xx.shape, yy.shape, zz.shape
+    ((101, 101), (101, 101), (101, 101))
+    >>> # sparse coordinate arrays
+    >>> xs, ys = np.meshgrid(x, y, sparse=True)
+    >>> zs = np.sqrt(xs**2 + ys**2)
+    >>> xs.shape, ys.shape, zs.shape
+    ((1, 101), (101, 1), (101, 101))
+    >>> np.array_equal(zz, zs)
+    True
+
+    >>> import matplotlib.pyplot as plt
+    >>> h = plt.contourf(x, y, zs)
+    >>> plt.axis('scaled')
+    >>> plt.colorbar()
+    >>> plt.show()
+    """
+    ndim = len(xi)
+
+    if indexing not in ['xy', 'ij']:
+        raise ValueError(
+            "Valid values for `indexing` are 'xy' and 'ij'.")
+
+    s0 = (1,) * ndim
+    output = [np.asanyarray(x).reshape(s0[:i] + (-1,) + s0[i + 1:])
+              for i, x in enumerate(xi)]
+
+    if indexing == 'xy' and ndim > 1:
+        # switch first and second axis
+        output[0].shape = (1, -1) + s0[2:]
+        output[1].shape = (-1, 1) + s0[2:]
+
+    if not sparse:
+        # Return the full N-D matrix (not only the 1-D vector)
+        output = np.broadcast_arrays(*output, subok=True)
+
+    if copy:
+        output = [x.copy() for x in output]
+
+    return output
+
+
+def _delete_dispatcher(arr, obj, axis=None):
+    return (arr, obj)
+
+
+@array_function_dispatch(_delete_dispatcher)
+def delete(arr, obj, axis=None):
+    """
+    Return a new array with sub-arrays along an axis deleted. For a one
+    dimensional array, this returns those entries not returned by
+    `arr[obj]`.
+
+    Parameters
+    ----------
+    arr : array_like
+        Input array.
+    obj : slice, int or array of ints
+        Indicate indices of sub-arrays to remove along the specified axis.
+
+        .. versionchanged:: 1.19.0
+            Boolean indices are now treated as a mask of elements to remove,
+            rather than being cast to the integers 0 and 1.
+
+    axis : int, optional
+        The axis along which to delete the subarray defined by `obj`.
+        If `axis` is None, `obj` is applied to the flattened array.
+
+    Returns
+    -------
+    out : ndarray
+        A copy of `arr` with the elements specified by `obj` removed. Note
+        that `delete` does not occur in-place. If `axis` is None, `out` is
+        a flattened array.
+
+    See Also
+    --------
+    insert : Insert elements into an array.
+    append : Append elements at the end of an array.
+
+    Notes
+    -----
+    Often it is preferable to use a boolean mask. For example:
+
+    >>> arr = np.arange(12) + 1
+    >>> mask = np.ones(len(arr), dtype=bool)
+    >>> mask[[0,2,4]] = False
+    >>> result = arr[mask,...]
+
+    Is equivalent to ``np.delete(arr, [0,2,4], axis=0)``, but allows further
+    use of `mask`.
+
+    Examples
+    --------
+    >>> arr = np.array([[1,2,3,4], [5,6,7,8], [9,10,11,12]])
+    >>> arr
+    array([[ 1,  2,  3,  4],
+           [ 5,  6,  7,  8],
+           [ 9, 10, 11, 12]])
+    >>> np.delete(arr, 1, 0)
+    array([[ 1,  2,  3,  4],
+           [ 9, 10, 11, 12]])
+
+    >>> np.delete(arr, np.s_[::2], 1)
+    array([[ 2,  4],
+           [ 6,  8],
+           [10, 12]])
+    >>> np.delete(arr, [1,3,5], None)
+    array([ 1,  3,  5,  7,  8,  9, 10, 11, 12])
+
+    """
+    wrap = None
+    if type(arr) is not ndarray:
+        try:
+            wrap = arr.__array_wrap__
+        except AttributeError:
+            pass
+
+    arr = asarray(arr)
+    ndim = arr.ndim
+    arrorder = 'F' if arr.flags.fnc else 'C'
+    if axis is None:
+        if ndim != 1:
+            arr = arr.ravel()
+        # needed for np.matrix, which is still not 1d after being ravelled
+        ndim = arr.ndim
+        axis = ndim - 1
+    else:
+        axis = normalize_axis_index(axis, ndim)
+
+    slobj = [slice(None)]*ndim
+    N = arr.shape[axis]
+    newshape = list(arr.shape)
+
+    if isinstance(obj, slice):
+        start, stop, step = obj.indices(N)
+        xr = range(start, stop, step)
+        numtodel = len(xr)
+
+        if numtodel <= 0:
+            if wrap:
+                return wrap(arr.copy(order=arrorder))
+            else:
+                return arr.copy(order=arrorder)
+
+        # Invert if step is negative:
+        if step < 0:
+            step = -step
+            start = xr[-1]
+            stop = xr[0] + 1
+
+        newshape[axis] -= numtodel
+        new = empty(newshape, arr.dtype, arrorder)
+        # copy initial chunk
+        if start == 0:
+            pass
+        else:
+            slobj[axis] = slice(None, start)
+            new[tuple(slobj)] = arr[tuple(slobj)]
+        # copy end chunk
+        if stop == N:
+            pass
+        else:
+            slobj[axis] = slice(stop-numtodel, None)
+            slobj2 = [slice(None)]*ndim
+            slobj2[axis] = slice(stop, None)
+            new[tuple(slobj)] = arr[tuple(slobj2)]
+        # copy middle pieces
+        if step == 1:
+            pass
+        else:  # use array indexing.
+            keep = ones(stop-start, dtype=bool)
+            keep[:stop-start:step] = False
+            slobj[axis] = slice(start, stop-numtodel)
+            slobj2 = [slice(None)]*ndim
+            slobj2[axis] = slice(start, stop)
+            arr = arr[tuple(slobj2)]
+            slobj2[axis] = keep
+            new[tuple(slobj)] = arr[tuple(slobj2)]
+        if wrap:
+            return wrap(new)
+        else:
+            return new
+
+    if isinstance(obj, (int, integer)) and not isinstance(obj, bool):
+        single_value = True
+    else:
+        single_value = False
+        _obj = obj
+        obj = np.asarray(obj)
+        # `size == 0` to allow empty lists similar to indexing, but (as there)
+        # is really too generic:
+        if obj.size == 0 and not isinstance(_obj, np.ndarray):
+            obj = obj.astype(intp)
+        elif obj.size == 1 and obj.dtype.kind in "ui":
+            # For a size 1 integer array we can use the single-value path
+            # (most dtypes, except boolean, should just fail later).
+            obj = obj.item()
+            single_value = True
+
+    if single_value:
+        # optimization for a single value
+        if (obj < -N or obj >= N):
+            raise IndexError(
+                "index %i is out of bounds for axis %i with "
+                "size %i" % (obj, axis, N))
+        if (obj < 0):
+            obj += N
+        newshape[axis] -= 1
+        new = empty(newshape, arr.dtype, arrorder)
+        slobj[axis] = slice(None, obj)
+        new[tuple(slobj)] = arr[tuple(slobj)]
+        slobj[axis] = slice(obj, None)
+        slobj2 = [slice(None)]*ndim
+        slobj2[axis] = slice(obj+1, None)
+        new[tuple(slobj)] = arr[tuple(slobj2)]
+    else:
+        if obj.dtype == bool:
+            if obj.shape != (N,):
+                raise ValueError('boolean array argument obj to delete '
+                                 'must be one dimensional and match the axis '
+                                 'length of {}'.format(N))
+
+            # optimization, the other branch is slower
+            keep = ~obj
+        else:
+            keep = ones(N, dtype=bool)
+            keep[obj,] = False
+
+        slobj[axis] = keep
+        new = arr[tuple(slobj)]
+
+    if wrap:
+        return wrap(new)
+    else:
+        return new
+
+
+def _insert_dispatcher(arr, obj, values, axis=None):
+    return (arr, obj, values)
+
+
+@array_function_dispatch(_insert_dispatcher)
+def insert(arr, obj, values, axis=None):
+    """
+    Insert values along the given axis before the given indices.
+
+    Parameters
+    ----------
+    arr : array_like
+        Input array.
+    obj : int, slice or sequence of ints
+        Object that defines the index or indices before which `values` is
+        inserted.
+
+        .. versionadded:: 1.8.0
+
+        Support for multiple insertions when `obj` is a single scalar or a
+        sequence with one element (similar to calling insert multiple
+        times).
+    values : array_like
+        Values to insert into `arr`. If the type of `values` is different
+        from that of `arr`, `values` is converted to the type of `arr`.
+        `values` should be shaped so that ``arr[...,obj,...] = values``
+        is legal.
+    axis : int, optional
+        Axis along which to insert `values`.  If `axis` is None then `arr`
+        is flattened first.
+
+    Returns
+    -------
+    out : ndarray
+        A copy of `arr` with `values` inserted.  Note that `insert`
+        does not occur in-place: a new array is returned. If
+        `axis` is None, `out` is a flattened array.
+
+    See Also
+    --------
+    append : Append elements at the end of an array.
+    concatenate : Join a sequence of arrays along an existing axis.
+    delete : Delete elements from an array.
+
+    Notes
+    -----
+    Note that for higher dimensional inserts ``obj=0`` behaves very different
+    from ``obj=[0]`` just like ``arr[:,0,:] = values`` is different from
+    ``arr[:,[0],:] = values``.
+
+    Examples
+    --------
+    >>> a = np.array([[1, 1], [2, 2], [3, 3]])
+    >>> a
+    array([[1, 1],
+           [2, 2],
+           [3, 3]])
+    >>> np.insert(a, 1, 5)
+    array([1, 5, 1, ..., 2, 3, 3])
+    >>> np.insert(a, 1, 5, axis=1)
+    array([[1, 5, 1],
+           [2, 5, 2],
+           [3, 5, 3]])
+
+    Difference between sequence and scalars:
+
+    >>> np.insert(a, [1], [[1],[2],[3]], axis=1)
+    array([[1, 1, 1],
+           [2, 2, 2],
+           [3, 3, 3]])
+    >>> np.array_equal(np.insert(a, 1, [1, 2, 3], axis=1),
+    ...                np.insert(a, [1], [[1],[2],[3]], axis=1))
+    True
+
+    >>> b = a.flatten()
+    >>> b
+    array([1, 1, 2, 2, 3, 3])
+    >>> np.insert(b, [2, 2], [5, 6])
+    array([1, 1, 5, ..., 2, 3, 3])
+
+    >>> np.insert(b, slice(2, 4), [5, 6])
+    array([1, 1, 5, ..., 2, 3, 3])
+
+    >>> np.insert(b, [2, 2], [7.13, False]) # type casting
+    array([1, 1, 7, ..., 2, 3, 3])
+
+    >>> x = np.arange(8).reshape(2, 4)
+    >>> idx = (1, 3)
+    >>> np.insert(x, idx, 999, axis=1)
+    array([[  0, 999,   1,   2, 999,   3],
+           [  4, 999,   5,   6, 999,   7]])
+
+    """
+    wrap = None
+    if type(arr) is not ndarray:
+        try:
+            wrap = arr.__array_wrap__
+        except AttributeError:
+            pass
+
+    arr = asarray(arr)
+    ndim = arr.ndim
+    arrorder = 'F' if arr.flags.fnc else 'C'
+    if axis is None:
+        if ndim != 1:
+            arr = arr.ravel()
+        # needed for np.matrix, which is still not 1d after being ravelled
+        ndim = arr.ndim
+        axis = ndim - 1
+    else:
+        axis = normalize_axis_index(axis, ndim)
+    slobj = [slice(None)]*ndim
+    N = arr.shape[axis]
+    newshape = list(arr.shape)
+
+    if isinstance(obj, slice):
+        # turn it into a range object
+        indices = arange(*obj.indices(N), dtype=intp)
+    else:
+        # need to copy obj, because indices will be changed in-place
+        indices = np.array(obj)
+        if indices.dtype == bool:
+            # See also delete
+            # 2012-10-11, NumPy 1.8
+            warnings.warn(
+                "in the future insert will treat boolean arrays and "
+                "array-likes as a boolean index instead of casting it to "
+                "integer", FutureWarning, stacklevel=3)
+            indices = indices.astype(intp)
+            # Code after warning period:
+            #if obj.ndim != 1:
+            #    raise ValueError('boolean array argument obj to insert '
+            #                     'must be one dimensional')
+            #indices = np.flatnonzero(obj)
+        elif indices.ndim > 1:
+            raise ValueError(
+                "index array argument obj to insert must be one dimensional "
+                "or scalar")
+    if indices.size == 1:
+        index = indices.item()
+        if index < -N or index > N:
+            raise IndexError(f"index {obj} is out of bounds for axis {axis} "
+                             f"with size {N}")
+        if (index < 0):
+            index += N
+
+        # There are some object array corner cases here, but we cannot avoid
+        # that:
+        values = array(values, copy=False, ndmin=arr.ndim, dtype=arr.dtype)
+        if indices.ndim == 0:
+            # broadcasting is very different here, since a[:,0,:] = ... behaves
+            # very different from a[:,[0],:] = ...! This changes values so that
+            # it works likes the second case. (here a[:,0:1,:])
+            values = np.moveaxis(values, 0, axis)
+        numnew = values.shape[axis]
+        newshape[axis] += numnew
+        new = empty(newshape, arr.dtype, arrorder)
+        slobj[axis] = slice(None, index)
+        new[tuple(slobj)] = arr[tuple(slobj)]
+        slobj[axis] = slice(index, index+numnew)
+        new[tuple(slobj)] = values
+        slobj[axis] = slice(index+numnew, None)
+        slobj2 = [slice(None)] * ndim
+        slobj2[axis] = slice(index, None)
+        new[tuple(slobj)] = arr[tuple(slobj2)]
+        if wrap:
+            return wrap(new)
+        return new
+    elif indices.size == 0 and not isinstance(obj, np.ndarray):
+        # Can safely cast the empty list to intp
+        indices = indices.astype(intp)
+
+    indices[indices < 0] += N
+
+    numnew = len(indices)
+    order = indices.argsort(kind='mergesort')   # stable sort
+    indices[order] += np.arange(numnew)
+
+    newshape[axis] += numnew
+    old_mask = ones(newshape[axis], dtype=bool)
+    old_mask[indices] = False
+
+    new = empty(newshape, arr.dtype, arrorder)
+    slobj2 = [slice(None)]*ndim
+    slobj[axis] = indices
+    slobj2[axis] = old_mask
+    new[tuple(slobj)] = values
+    new[tuple(slobj2)] = arr
+
+    if wrap:
+        return wrap(new)
+    return new
+
+
+def _append_dispatcher(arr, values, axis=None):
+    return (arr, values)
+
+
+@array_function_dispatch(_append_dispatcher)
+def append(arr, values, axis=None):
+    """
+    Append values to the end of an array.
+
+    Parameters
+    ----------
+    arr : array_like
+        Values are appended to a copy of this array.
+    values : array_like
+        These values are appended to a copy of `arr`.  It must be of the
+        correct shape (the same shape as `arr`, excluding `axis`).  If
+        `axis` is not specified, `values` can be any shape and will be
+        flattened before use.
+    axis : int, optional
+        The axis along which `values` are appended.  If `axis` is not
+        given, both `arr` and `values` are flattened before use.
+
+    Returns
+    -------
+    append : ndarray
+        A copy of `arr` with `values` appended to `axis`.  Note that
+        `append` does not occur in-place: a new array is allocated and
+        filled.  If `axis` is None, `out` is a flattened array.
+
+    See Also
+    --------
+    insert : Insert elements into an array.
+    delete : Delete elements from an array.
+
+    Examples
+    --------
+    >>> np.append([1, 2, 3], [[4, 5, 6], [7, 8, 9]])
+    array([1, 2, 3, ..., 7, 8, 9])
+
+    When `axis` is specified, `values` must have the correct shape.
+
+    >>> np.append([[1, 2, 3], [4, 5, 6]], [[7, 8, 9]], axis=0)
+    array([[1, 2, 3],
+           [4, 5, 6],
+           [7, 8, 9]])
+    >>> np.append([[1, 2, 3], [4, 5, 6]], [7, 8, 9], axis=0)
+    Traceback (most recent call last):
+        ...
+    ValueError: all the input arrays must have same number of dimensions, but
+    the array at index 0 has 2 dimension(s) and the array at index 1 has 1
+    dimension(s)
+
+    """
+    arr = asanyarray(arr)
+    if axis is None:
+        if arr.ndim != 1:
+            arr = arr.ravel()
+        values = ravel(values)
+        axis = arr.ndim-1
+    return concatenate((arr, values), axis=axis)
+
+
+def _digitize_dispatcher(x, bins, right=None):
+    return (x, bins)
+
+
+@array_function_dispatch(_digitize_dispatcher)
+def digitize(x, bins, right=False):
+    """
+    Return the indices of the bins to which each value in input array belongs.
+
+    =========  =============  ============================
+    `right`    order of bins  returned index `i` satisfies
+    =========  =============  ============================
+    ``False``  increasing     ``bins[i-1] <= x < bins[i]``
+    ``True``   increasing     ``bins[i-1] < x <= bins[i]``
+    ``False``  decreasing     ``bins[i-1] > x >= bins[i]``
+    ``True``   decreasing     ``bins[i-1] >= x > bins[i]``
+    =========  =============  ============================
+
+    If values in `x` are beyond the bounds of `bins`, 0 or ``len(bins)`` is
+    returned as appropriate.
+
+    Parameters
+    ----------
+    x : array_like
+        Input array to be binned. Prior to NumPy 1.10.0, this array had to
+        be 1-dimensional, but can now have any shape.
+    bins : array_like
+        Array of bins. It has to be 1-dimensional and monotonic.
+    right : bool, optional
+        Indicating whether the intervals include the right or the left bin
+        edge. Default behavior is (right==False) indicating that the interval
+        does not include the right edge. The left bin end is open in this
+        case, i.e., bins[i-1] <= x < bins[i] is the default behavior for
+        monotonically increasing bins.
+
+    Returns
+    -------
+    indices : ndarray of ints
+        Output array of indices, of same shape as `x`.
+
+    Raises
+    ------
+    ValueError
+        If `bins` is not monotonic.
+    TypeError
+        If the type of the input is complex.
+
+    See Also
+    --------
+    bincount, histogram, unique, searchsorted
+
+    Notes
+    -----
+    If values in `x` are such that they fall outside the bin range,
+    attempting to index `bins` with the indices that `digitize` returns
+    will result in an IndexError.
+
+    .. versionadded:: 1.10.0
+
+    `np.digitize` is  implemented in terms of `np.searchsorted`. This means
+    that a binary search is used to bin the values, which scales much better
+    for larger number of bins than the previous linear search. It also removes
+    the requirement for the input array to be 1-dimensional.
+
+    For monotonically _increasing_ `bins`, the following are equivalent::
+
+        np.digitize(x, bins, right=True)
+        np.searchsorted(bins, x, side='left')
+
+    Note that as the order of the arguments are reversed, the side must be too.
+    The `searchsorted` call is marginally faster, as it does not do any
+    monotonicity checks. Perhaps more importantly, it supports all dtypes.
+
+    Examples
+    --------
+    >>> x = np.array([0.2, 6.4, 3.0, 1.6])
+    >>> bins = np.array([0.0, 1.0, 2.5, 4.0, 10.0])
+    >>> inds = np.digitize(x, bins)
+    >>> inds
+    array([1, 4, 3, 2])
+    >>> for n in range(x.size):
+    ...   print(bins[inds[n]-1], "<=", x[n], "<", bins[inds[n]])
+    ...
+    0.0 <= 0.2 < 1.0
+    4.0 <= 6.4 < 10.0
+    2.5 <= 3.0 < 4.0
+    1.0 <= 1.6 < 2.5
+
+    >>> x = np.array([1.2, 10.0, 12.4, 15.5, 20.])
+    >>> bins = np.array([0, 5, 10, 15, 20])
+    >>> np.digitize(x,bins,right=True)
+    array([1, 2, 3, 4, 4])
+    >>> np.digitize(x,bins,right=False)
+    array([1, 3, 3, 4, 5])
+    """
+    x = _nx.asarray(x)
+    bins = _nx.asarray(bins)
+
+    # here for compatibility, searchsorted below is happy to take this
+    if np.issubdtype(x.dtype, _nx.complexfloating):
+        raise TypeError("x may not be complex")
+
+    mono = _monotonicity(bins)
+    if mono == 0:
+        raise ValueError("bins must be monotonically increasing or decreasing")
+
+    # this is backwards because the arguments below are swapped
+    side = 'left' if right else 'right'
+    if mono == -1:
+        # reverse the bins, and invert the results
+        return len(bins) - _nx.searchsorted(bins[::-1], x, side=side)
+    else:
+        return _nx.searchsorted(bins, x, side=side)
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/function_base.pyi b/venv/lib/python3.8/site-packages/numpy/lib/function_base.pyi
new file mode 100644
index 0000000..c14a54c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/function_base.pyi
@@ -0,0 +1,701 @@
+import sys
+from collections.abc import Sequence, Iterator, Callable, Iterable
+from typing import (
+    Literal as L,
+    Any,
+    TypeVar,
+    overload,
+    Protocol,
+    SupportsIndex,
+    SupportsInt,
+)
+
+if sys.version_info >= (3, 10):
+    from typing import TypeGuard
+else:
+    from typing_extensions import TypeGuard
+
+from numpy import (
+    vectorize as vectorize,
+    ufunc,
+    generic,
+    floating,
+    complexfloating,
+    intp,
+    float64,
+    complex128,
+    timedelta64,
+    datetime64,
+    object_,
+    _OrderKACF,
+)
+
+from numpy._typing import (
+    NDArray,
+    ArrayLike,
+    DTypeLike,
+    _ShapeLike,
+    _ScalarLike_co,
+    _DTypeLike,
+    _ArrayLike,
+    _ArrayLikeInt_co,
+    _ArrayLikeFloat_co,
+    _ArrayLikeComplex_co,
+    _ArrayLikeTD64_co,
+    _ArrayLikeDT64_co,
+    _ArrayLikeObject_co,
+    _FloatLike_co,
+    _ComplexLike_co,
+)
+
+from numpy.core.function_base import (
+    add_newdoc as add_newdoc,
+)
+
+from numpy.core.multiarray import (
+    add_docstring as add_docstring,
+    bincount as bincount,
+)
+
+from numpy.core.umath import _add_newdoc_ufunc
+
+_T = TypeVar("_T")
+_T_co = TypeVar("_T_co", covariant=True)
+_SCT = TypeVar("_SCT", bound=generic)
+_ArrayType = TypeVar("_ArrayType", bound=NDArray[Any])
+
+_2Tuple = tuple[_T, _T]
+
+class _TrimZerosSequence(Protocol[_T_co]):
+    def __len__(self) -> int: ...
+    def __getitem__(self, key: slice, /) -> _T_co: ...
+    def __iter__(self) -> Iterator[Any]: ...
+
+class _SupportsWriteFlush(Protocol):
+    def write(self, s: str, /) -> object: ...
+    def flush(self) -> object: ...
+
+__all__: list[str]
+
+# NOTE: This is in reality a re-export of `np.core.umath._add_newdoc_ufunc`
+def add_newdoc_ufunc(ufunc: ufunc, new_docstring: str, /) -> None: ...
+
+@overload
+def rot90(
+    m: _ArrayLike[_SCT],
+    k: int = ...,
+    axes: tuple[int, int] = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def rot90(
+    m: ArrayLike,
+    k: int = ...,
+    axes: tuple[int, int] = ...,
+) -> NDArray[Any]: ...
+
+@overload
+def flip(m: _SCT, axis: None = ...) -> _SCT: ...
+@overload
+def flip(m: _ScalarLike_co, axis: None = ...) -> Any: ...
+@overload
+def flip(m: _ArrayLike[_SCT], axis: None | _ShapeLike = ...) -> NDArray[_SCT]: ...
+@overload
+def flip(m: ArrayLike, axis: None | _ShapeLike = ...) -> NDArray[Any]: ...
+
+def iterable(y: object) -> TypeGuard[Iterable[Any]]: ...
+
+@overload
+def average(
+    a: _ArrayLikeFloat_co,
+    axis: None = ...,
+    weights: None | _ArrayLikeFloat_co= ...,
+    returned: L[False] = ...,
+    keepdims: L[False] = ...,
+) -> floating[Any]: ...
+@overload
+def average(
+    a: _ArrayLikeComplex_co,
+    axis: None = ...,
+    weights: None | _ArrayLikeComplex_co = ...,
+    returned: L[False] = ...,
+    keepdims: L[False] = ...,
+) -> complexfloating[Any, Any]: ...
+@overload
+def average(
+    a: _ArrayLikeObject_co,
+    axis: None = ...,
+    weights: None | Any = ...,
+    returned: L[False] = ...,
+    keepdims: L[False] = ...,
+) -> Any: ...
+@overload
+def average(
+    a: _ArrayLikeFloat_co,
+    axis: None = ...,
+    weights: None | _ArrayLikeFloat_co= ...,
+    returned: L[True] = ...,
+    keepdims: L[False] = ...,
+) -> _2Tuple[floating[Any]]: ...
+@overload
+def average(
+    a: _ArrayLikeComplex_co,
+    axis: None = ...,
+    weights: None | _ArrayLikeComplex_co = ...,
+    returned: L[True] = ...,
+    keepdims: L[False] = ...,
+) -> _2Tuple[complexfloating[Any, Any]]: ...
+@overload
+def average(
+    a: _ArrayLikeObject_co,
+    axis: None = ...,
+    weights: None | Any = ...,
+    returned: L[True] = ...,
+    keepdims: L[False] = ...,
+) -> _2Tuple[Any]: ...
+@overload
+def average(
+    a: _ArrayLikeComplex_co | _ArrayLikeObject_co,
+    axis: None | _ShapeLike = ...,
+    weights: None | Any = ...,
+    returned: L[False] = ...,
+    keepdims: bool = ...,
+) -> Any: ...
+@overload
+def average(
+    a: _ArrayLikeComplex_co | _ArrayLikeObject_co,
+    axis: None | _ShapeLike = ...,
+    weights: None | Any = ...,
+    returned: L[True] = ...,
+    keepdims: bool = ...,
+) -> _2Tuple[Any]: ...
+
+@overload
+def asarray_chkfinite(
+    a: _ArrayLike[_SCT],
+    dtype: None = ...,
+    order: _OrderKACF = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def asarray_chkfinite(
+    a: object,
+    dtype: None = ...,
+    order: _OrderKACF = ...,
+) -> NDArray[Any]: ...
+@overload
+def asarray_chkfinite(
+    a: Any,
+    dtype: _DTypeLike[_SCT],
+    order: _OrderKACF = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def asarray_chkfinite(
+    a: Any,
+    dtype: DTypeLike,
+    order: _OrderKACF = ...,
+) -> NDArray[Any]: ...
+
+# TODO: Use PEP 612 `ParamSpec` once mypy supports `Concatenate`
+# xref python/mypy#8645
+@overload
+def piecewise(
+    x: _ArrayLike[_SCT],
+    condlist: ArrayLike,
+    funclist: Sequence[Any | Callable[..., Any]],
+    *args: Any,
+    **kw: Any,
+) -> NDArray[_SCT]: ...
+@overload
+def piecewise(
+    x: ArrayLike,
+    condlist: ArrayLike,
+    funclist: Sequence[Any | Callable[..., Any]],
+    *args: Any,
+    **kw: Any,
+) -> NDArray[Any]: ...
+
+def select(
+    condlist: Sequence[ArrayLike],
+    choicelist: Sequence[ArrayLike],
+    default: ArrayLike = ...,
+) -> NDArray[Any]: ...
+
+@overload
+def copy(
+    a: _ArrayType,
+    order: _OrderKACF,
+    subok: L[True],
+) -> _ArrayType: ...
+@overload
+def copy(
+    a: _ArrayType,
+    order: _OrderKACF = ...,
+    *,
+    subok: L[True],
+) -> _ArrayType: ...
+@overload
+def copy(
+    a: _ArrayLike[_SCT],
+    order: _OrderKACF = ...,
+    subok: L[False] = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def copy(
+    a: ArrayLike,
+    order: _OrderKACF = ...,
+    subok: L[False] = ...,
+) -> NDArray[Any]: ...
+
+def gradient(
+    f: ArrayLike,
+    *varargs: ArrayLike,
+    axis: None | _ShapeLike = ...,
+    edge_order: L[1, 2] = ...,
+) -> Any: ...
+
+@overload
+def diff(
+    a: _T,
+    n: L[0],
+    axis: SupportsIndex = ...,
+    prepend: ArrayLike = ...,
+    append: ArrayLike = ...,
+) -> _T: ...
+@overload
+def diff(
+    a: ArrayLike,
+    n: int = ...,
+    axis: SupportsIndex = ...,
+    prepend: ArrayLike = ...,
+    append: ArrayLike = ...,
+) -> NDArray[Any]: ...
+
+@overload
+def interp(
+    x: _ArrayLikeFloat_co,
+    xp: _ArrayLikeFloat_co,
+    fp: _ArrayLikeFloat_co,
+    left: None | _FloatLike_co = ...,
+    right: None | _FloatLike_co = ...,
+    period: None | _FloatLike_co = ...,
+) -> NDArray[float64]: ...
+@overload
+def interp(
+    x: _ArrayLikeFloat_co,
+    xp: _ArrayLikeFloat_co,
+    fp: _ArrayLikeComplex_co,
+    left: None | _ComplexLike_co = ...,
+    right: None | _ComplexLike_co = ...,
+    period: None | _FloatLike_co = ...,
+) -> NDArray[complex128]: ...
+
+@overload
+def angle(z: _ComplexLike_co, deg: bool = ...) -> floating[Any]: ...
+@overload
+def angle(z: object_, deg: bool = ...) -> Any: ...
+@overload
+def angle(z: _ArrayLikeComplex_co, deg: bool = ...) -> NDArray[floating[Any]]: ...
+@overload
+def angle(z: _ArrayLikeObject_co, deg: bool = ...) -> NDArray[object_]: ...
+
+@overload
+def unwrap(
+    p: _ArrayLikeFloat_co,
+    discont: None | float = ...,
+    axis: int = ...,
+    *,
+    period: float = ...,
+) -> NDArray[floating[Any]]: ...
+@overload
+def unwrap(
+    p: _ArrayLikeObject_co,
+    discont: None | float = ...,
+    axis: int = ...,
+    *,
+    period: float = ...,
+) -> NDArray[object_]: ...
+
+def sort_complex(a: ArrayLike) -> NDArray[complexfloating[Any, Any]]: ...
+
+def trim_zeros(
+    filt: _TrimZerosSequence[_T],
+    trim: L["f", "b", "fb", "bf"] = ...,
+) -> _T: ...
+
+@overload
+def extract(condition: ArrayLike, arr: _ArrayLike[_SCT]) -> NDArray[_SCT]: ...
+@overload
+def extract(condition: ArrayLike, arr: ArrayLike) -> NDArray[Any]: ...
+
+def place(arr: NDArray[Any], mask: ArrayLike, vals: Any) -> None: ...
+
+def disp(
+    mesg: object,
+    device: None | _SupportsWriteFlush = ...,
+    linefeed: bool = ...,
+) -> None: ...
+
+@overload
+def cov(
+    m: _ArrayLikeFloat_co,
+    y: None | _ArrayLikeFloat_co = ...,
+    rowvar: bool = ...,
+    bias: bool = ...,
+    ddof: None | SupportsIndex | SupportsInt = ...,
+    fweights: None | ArrayLike = ...,
+    aweights: None | ArrayLike = ...,
+    *,
+    dtype: None = ...,
+) -> NDArray[floating[Any]]: ...
+@overload
+def cov(
+    m: _ArrayLikeComplex_co,
+    y: None | _ArrayLikeComplex_co = ...,
+    rowvar: bool = ...,
+    bias: bool = ...,
+    ddof: None | SupportsIndex | SupportsInt = ...,
+    fweights: None | ArrayLike = ...,
+    aweights: None | ArrayLike = ...,
+    *,
+    dtype: None = ...,
+) -> NDArray[complexfloating[Any, Any]]: ...
+@overload
+def cov(
+    m: _ArrayLikeComplex_co,
+    y: None | _ArrayLikeComplex_co = ...,
+    rowvar: bool = ...,
+    bias: bool = ...,
+    ddof: None | SupportsIndex | SupportsInt = ...,
+    fweights: None | ArrayLike = ...,
+    aweights: None | ArrayLike = ...,
+    *,
+    dtype: _DTypeLike[_SCT],
+) -> NDArray[_SCT]: ...
+@overload
+def cov(
+    m: _ArrayLikeComplex_co,
+    y: None | _ArrayLikeComplex_co = ...,
+    rowvar: bool = ...,
+    bias: bool = ...,
+    ddof: None | SupportsIndex | SupportsInt = ...,
+    fweights: None | ArrayLike = ...,
+    aweights: None | ArrayLike = ...,
+    *,
+    dtype: DTypeLike,
+) -> NDArray[Any]: ...
+
+# NOTE `bias` and `ddof` have been deprecated
+@overload
+def corrcoef(
+    m: _ArrayLikeFloat_co,
+    y: None | _ArrayLikeFloat_co = ...,
+    rowvar: bool = ...,
+    *,
+    dtype: None = ...,
+) -> NDArray[floating[Any]]: ...
+@overload
+def corrcoef(
+    m: _ArrayLikeComplex_co,
+    y: None | _ArrayLikeComplex_co = ...,
+    rowvar: bool = ...,
+    *,
+    dtype: None = ...,
+) -> NDArray[complexfloating[Any, Any]]: ...
+@overload
+def corrcoef(
+    m: _ArrayLikeComplex_co,
+    y: None | _ArrayLikeComplex_co = ...,
+    rowvar: bool = ...,
+    *,
+    dtype: _DTypeLike[_SCT],
+) -> NDArray[_SCT]: ...
+@overload
+def corrcoef(
+    m: _ArrayLikeComplex_co,
+    y: None | _ArrayLikeComplex_co = ...,
+    rowvar: bool = ...,
+    *,
+    dtype: DTypeLike,
+) -> NDArray[Any]: ...
+
+def blackman(M: _FloatLike_co) -> NDArray[floating[Any]]: ...
+
+def bartlett(M: _FloatLike_co) -> NDArray[floating[Any]]: ...
+
+def hanning(M: _FloatLike_co) -> NDArray[floating[Any]]: ...
+
+def hamming(M: _FloatLike_co) -> NDArray[floating[Any]]: ...
+
+def i0(x: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...
+
+def kaiser(
+    M: _FloatLike_co,
+    beta: _FloatLike_co,
+) -> NDArray[floating[Any]]: ...
+
+@overload
+def sinc(x: _FloatLike_co) -> floating[Any]: ...
+@overload
+def sinc(x: _ComplexLike_co) -> complexfloating[Any, Any]: ...
+@overload
+def sinc(x: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ...
+@overload
+def sinc(x: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ...
+
+@overload
+def msort(a: _ArrayType) -> _ArrayType: ...
+@overload
+def msort(a: _ArrayLike[_SCT]) -> NDArray[_SCT]: ...
+@overload
+def msort(a: ArrayLike) -> NDArray[Any]: ...
+
+@overload
+def median(
+    a: _ArrayLikeFloat_co,
+    axis: None = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    keepdims: L[False] = ...,
+) -> floating[Any]: ...
+@overload
+def median(
+    a: _ArrayLikeComplex_co,
+    axis: None = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    keepdims: L[False] = ...,
+) -> complexfloating[Any, Any]: ...
+@overload
+def median(
+    a: _ArrayLikeTD64_co,
+    axis: None = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    keepdims: L[False] = ...,
+) -> timedelta64: ...
+@overload
+def median(
+    a: _ArrayLikeObject_co,
+    axis: None = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    keepdims: L[False] = ...,
+) -> Any: ...
+@overload
+def median(
+    a: _ArrayLikeFloat_co | _ArrayLikeComplex_co | _ArrayLikeTD64_co | _ArrayLikeObject_co,
+    axis: None | _ShapeLike = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    keepdims: bool = ...,
+) -> Any: ...
+@overload
+def median(
+    a: _ArrayLikeFloat_co | _ArrayLikeComplex_co | _ArrayLikeTD64_co | _ArrayLikeObject_co,
+    axis: None | _ShapeLike = ...,
+    out: _ArrayType = ...,
+    overwrite_input: bool = ...,
+    keepdims: bool = ...,
+) -> _ArrayType: ...
+
+_MethodKind = L[
+    "inverted_cdf",
+    "averaged_inverted_cdf",
+    "closest_observation",
+    "interpolated_inverted_cdf",
+    "hazen",
+    "weibull",
+    "linear",
+    "median_unbiased",
+    "normal_unbiased",
+    "lower",
+    "higher",
+    "midpoint",
+    "nearest",
+]
+
+@overload
+def percentile(
+    a: _ArrayLikeFloat_co,
+    q: _FloatLike_co,
+    axis: None = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    method: _MethodKind = ...,
+    keepdims: L[False] = ...,
+) -> floating[Any]: ...
+@overload
+def percentile(
+    a: _ArrayLikeComplex_co,
+    q: _FloatLike_co,
+    axis: None = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    method: _MethodKind = ...,
+    keepdims: L[False] = ...,
+) -> complexfloating[Any, Any]: ...
+@overload
+def percentile(
+    a: _ArrayLikeTD64_co,
+    q: _FloatLike_co,
+    axis: None = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    method: _MethodKind = ...,
+    keepdims: L[False] = ...,
+) -> timedelta64: ...
+@overload
+def percentile(
+    a: _ArrayLikeDT64_co,
+    q: _FloatLike_co,
+    axis: None = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    method: _MethodKind = ...,
+    keepdims: L[False] = ...,
+) -> datetime64: ...
+@overload
+def percentile(
+    a: _ArrayLikeObject_co,
+    q: _FloatLike_co,
+    axis: None = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    method: _MethodKind = ...,
+    keepdims: L[False] = ...,
+) -> Any: ...
+@overload
+def percentile(
+    a: _ArrayLikeFloat_co,
+    q: _ArrayLikeFloat_co,
+    axis: None = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    method: _MethodKind = ...,
+    keepdims: L[False] = ...,
+) -> NDArray[floating[Any]]: ...
+@overload
+def percentile(
+    a: _ArrayLikeComplex_co,
+    q: _ArrayLikeFloat_co,
+    axis: None = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    method: _MethodKind = ...,
+    keepdims: L[False] = ...,
+) -> NDArray[complexfloating[Any, Any]]: ...
+@overload
+def percentile(
+    a: _ArrayLikeTD64_co,
+    q: _ArrayLikeFloat_co,
+    axis: None = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    method: _MethodKind = ...,
+    keepdims: L[False] = ...,
+) -> NDArray[timedelta64]: ...
+@overload
+def percentile(
+    a: _ArrayLikeDT64_co,
+    q: _ArrayLikeFloat_co,
+    axis: None = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    method: _MethodKind = ...,
+    keepdims: L[False] = ...,
+) -> NDArray[datetime64]: ...
+@overload
+def percentile(
+    a: _ArrayLikeObject_co,
+    q: _ArrayLikeFloat_co,
+    axis: None = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    method: _MethodKind = ...,
+    keepdims: L[False] = ...,
+) -> NDArray[object_]: ...
+@overload
+def percentile(
+    a: _ArrayLikeComplex_co | _ArrayLikeTD64_co | _ArrayLikeTD64_co | _ArrayLikeObject_co,
+    q: _ArrayLikeFloat_co,
+    axis: None | _ShapeLike = ...,
+    out: None = ...,
+    overwrite_input: bool = ...,
+    method: _MethodKind = ...,
+    keepdims: bool = ...,
+) -> Any: ...
+@overload
+def percentile(
+    a: _ArrayLikeComplex_co | _ArrayLikeTD64_co | _ArrayLikeTD64_co | _ArrayLikeObject_co,
+    q: _ArrayLikeFloat_co,
+    axis: None | _ShapeLike = ...,
+    out: _ArrayType = ...,
+    overwrite_input: bool = ...,
+    method: _MethodKind = ...,
+    keepdims: bool = ...,
+) -> _ArrayType: ...
+
+# NOTE: Not an alias, but they do have identical signatures
+# (that we can reuse)
+quantile = percentile
+
+# TODO: Returns a scalar for <= 1D array-likes; returns an ndarray otherwise
+def trapz(
+    y: _ArrayLikeComplex_co | _ArrayLikeTD64_co | _ArrayLikeObject_co,
+    x: None | _ArrayLikeComplex_co | _ArrayLikeTD64_co | _ArrayLikeObject_co = ...,
+    dx: float = ...,
+    axis: SupportsIndex = ...,
+) -> Any: ...
+
+def meshgrid(
+    *xi: ArrayLike,
+    copy: bool = ...,
+    sparse: bool = ...,
+    indexing: L["xy", "ij"] = ...,
+) -> list[NDArray[Any]]: ...
+
+@overload
+def delete(
+    arr: _ArrayLike[_SCT],
+    obj: slice | _ArrayLikeInt_co,
+    axis: None | SupportsIndex = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def delete(
+    arr: ArrayLike,
+    obj: slice | _ArrayLikeInt_co,
+    axis: None | SupportsIndex = ...,
+) -> NDArray[Any]: ...
+
+@overload
+def insert(
+    arr: _ArrayLike[_SCT],
+    obj: slice | _ArrayLikeInt_co,
+    values: ArrayLike,
+    axis: None | SupportsIndex = ...,
+) -> NDArray[_SCT]: ...
+@overload
+def insert(
+    arr: ArrayLike,
+    obj: slice | _ArrayLikeInt_co,
+    values: ArrayLike,
+    axis: None | SupportsIndex = ...,
+) -> NDArray[Any]: ...
+
+def append(
+    arr: ArrayLike,
+    values: ArrayLike,
+    axis: None | SupportsIndex = ...,
+) -> NDArray[Any]: ...
+
+@overload
+def digitize(
+    x: _FloatLike_co,
+    bins: _ArrayLikeFloat_co,
+    right: bool = ...,
+) -> intp: ...
+@overload
+def digitize(
+    x: _ArrayLikeFloat_co,
+    bins: _ArrayLikeFloat_co,
+    right: bool = ...,
+) -> NDArray[intp]: ...
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/histograms.py b/venv/lib/python3.8/site-packages/numpy/lib/histograms.py
new file mode 120000
index 0000000..0929019
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/histograms.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d5/96/17/8e60fa0f5e15ca366f4a95d3001012a33edf4f4bacdb686046db190294
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/histograms.pyi b/venv/lib/python3.8/site-packages/numpy/lib/histograms.pyi
new file mode 120000
index 0000000..7444d11
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/histograms.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/3b/4b/e0/667085b071b55952195c0e322eda45f6feb0a623b2ac1008e80fd0db00
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/index_tricks.py b/venv/lib/python3.8/site-packages/numpy/lib/index_tricks.py
new file mode 120000
index 0000000..9cb5d1e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/index_tricks.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/db/b0/79/64997ca5070092dfc80991088d0b03c20b7e80cb7f1973c885d419b4d9
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diff --git a/venv/lib/python3.8/site-packages/numpy/lib/index_tricks.pyi b/venv/lib/python3.8/site-packages/numpy/lib/index_tricks.pyi
new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/index_tricks.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d7/30/02/7ff5fc95b1d63a47e4c4b259e68e4883fc264574ff11b03bc27a8e96fc
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/mixins.py b/venv/lib/python3.8/site-packages/numpy/lib/mixins.py
new file mode 120000
index 0000000..0a3a9cc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/mixins.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6b/02/56/9fec17900e9f8374da3ef32d5f35166895572809fc7ceb775cb3c9ebdd
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/mixins.pyi b/venv/lib/python3.8/site-packages/numpy/lib/mixins.pyi
new file mode 120000
index 0000000..45f51b8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/mixins.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/87/d3/75/91b66c527b45d338cec4f61e0ffac207674c886df94d860f97dca6908e
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diff --git a/venv/lib/python3.8/site-packages/numpy/lib/nanfunctions.py b/venv/lib/python3.8/site-packages/numpy/lib/nanfunctions.py
new file mode 120000
index 0000000..e86b8cd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/nanfunctions.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/19/7b/20/925c9ff87f13aa7c89b177b9d38685cbc0dd97dd94aaeeb07bde8caf7f
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diff --git a/venv/lib/python3.8/site-packages/numpy/lib/nanfunctions.pyi b/venv/lib/python3.8/site-packages/numpy/lib/nanfunctions.pyi
new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/nanfunctions.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a0/fa/80/7c28a79812fce498bb928e109730332c02bd9d92f4b76fc296511b0845
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diff --git a/venv/lib/python3.8/site-packages/numpy/lib/npyio.py b/venv/lib/python3.8/site-packages/numpy/lib/npyio.py
new file mode 100644
index 0000000..3336e1d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/npyio.py
@@ -0,0 +1,2503 @@
+import os
+import re
+import functools
+import itertools
+import warnings
+import weakref
+import contextlib
+import operator
+from operator import itemgetter, index as opindex, methodcaller
+from collections.abc import Mapping
+
+import numpy as np
+from . import format
+from ._datasource import DataSource
+from numpy.core import overrides
+from numpy.core.multiarray import packbits, unpackbits
+from numpy.core._multiarray_umath import _load_from_filelike
+from numpy.core.overrides import set_array_function_like_doc, set_module
+from ._iotools import (
+    LineSplitter, NameValidator, StringConverter, ConverterError,
+    ConverterLockError, ConversionWarning, _is_string_like,
+    has_nested_fields, flatten_dtype, easy_dtype, _decode_line
+    )
+
+from numpy.compat import (
+    asbytes, asstr, asunicode, os_fspath, os_PathLike,
+    pickle
+    )
+
+
+__all__ = [
+    'savetxt', 'loadtxt', 'genfromtxt',
+    'recfromtxt', 'recfromcsv', 'load', 'save', 'savez',
+    'savez_compressed', 'packbits', 'unpackbits', 'fromregex', 'DataSource'
+    ]
+
+
+array_function_dispatch = functools.partial(
+    overrides.array_function_dispatch, module='numpy')
+
+
+class BagObj:
+    """
+    BagObj(obj)
+
+    Convert attribute look-ups to getitems on the object passed in.
+
+    Parameters
+    ----------
+    obj : class instance
+        Object on which attribute look-up is performed.
+
+    Examples
+    --------
+    >>> from numpy.lib.npyio import BagObj as BO
+    >>> class BagDemo:
+    ...     def __getitem__(self, key): # An instance of BagObj(BagDemo)
+    ...                                 # will call this method when any
+    ...                                 # attribute look-up is required
+    ...         result = "Doesn't matter what you want, "
+    ...         return result + "you're gonna get this"
+    ...
+    >>> demo_obj = BagDemo()
+    >>> bagobj = BO(demo_obj)
+    >>> bagobj.hello_there
+    "Doesn't matter what you want, you're gonna get this"
+    >>> bagobj.I_can_be_anything
+    "Doesn't matter what you want, you're gonna get this"
+
+    """
+
+    def __init__(self, obj):
+        # Use weakref to make NpzFile objects collectable by refcount
+        self._obj = weakref.proxy(obj)
+
+    def __getattribute__(self, key):
+        try:
+            return object.__getattribute__(self, '_obj')[key]
+        except KeyError:
+            raise AttributeError(key) from None
+
+    def __dir__(self):
+        """
+        Enables dir(bagobj) to list the files in an NpzFile.
+
+        This also enables tab-completion in an interpreter or IPython.
+        """
+        return list(object.__getattribute__(self, '_obj').keys())
+
+
+def zipfile_factory(file, *args, **kwargs):
+    """
+    Create a ZipFile.
+
+    Allows for Zip64, and the `file` argument can accept file, str, or
+    pathlib.Path objects. `args` and `kwargs` are passed to the zipfile.ZipFile
+    constructor.
+    """
+    if not hasattr(file, 'read'):
+        file = os_fspath(file)
+    import zipfile
+    kwargs['allowZip64'] = True
+    return zipfile.ZipFile(file, *args, **kwargs)
+
+
+class NpzFile(Mapping):
+    """
+    NpzFile(fid)
+
+    A dictionary-like object with lazy-loading of files in the zipped
+    archive provided on construction.
+
+    `NpzFile` is used to load files in the NumPy ``.npz`` data archive
+    format. It assumes that files in the archive have a ``.npy`` extension,
+    other files are ignored.
+
+    The arrays and file strings are lazily loaded on either
+    getitem access using ``obj['key']`` or attribute lookup using
+    ``obj.f.key``. A list of all files (without ``.npy`` extensions) can
+    be obtained with ``obj.files`` and the ZipFile object itself using
+    ``obj.zip``.
+
+    Attributes
+    ----------
+    files : list of str
+        List of all files in the archive with a ``.npy`` extension.
+    zip : ZipFile instance
+        The ZipFile object initialized with the zipped archive.
+    f : BagObj instance
+        An object on which attribute can be performed as an alternative
+        to getitem access on the `NpzFile` instance itself.
+    allow_pickle : bool, optional
+        Allow loading pickled data. Default: False
+
+        .. versionchanged:: 1.16.3
+            Made default False in response to CVE-2019-6446.
+
+    pickle_kwargs : dict, optional
+        Additional keyword arguments to pass on to pickle.load.
+        These are only useful when loading object arrays saved on
+        Python 2 when using Python 3.
+
+    Parameters
+    ----------
+    fid : file or str
+        The zipped archive to open. This is either a file-like object
+        or a string containing the path to the archive.
+    own_fid : bool, optional
+        Whether NpzFile should close the file handle.
+        Requires that `fid` is a file-like object.
+
+    Examples
+    --------
+    >>> from tempfile import TemporaryFile
+    >>> outfile = TemporaryFile()
+    >>> x = np.arange(10)
+    >>> y = np.sin(x)
+    >>> np.savez(outfile, x=x, y=y)
+    >>> _ = outfile.seek(0)
+
+    >>> npz = np.load(outfile)
+    >>> isinstance(npz, np.lib.npyio.NpzFile)
+    True
+    >>> sorted(npz.files)
+    ['x', 'y']
+    >>> npz['x']  # getitem access
+    array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])
+    >>> npz.f.x  # attribute lookup
+    array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])
+
+    """
+    # Make __exit__ safe if zipfile_factory raises an exception
+    zip = None
+    fid = None
+
+    def __init__(self, fid, own_fid=False, allow_pickle=False,
+                 pickle_kwargs=None):
+        # Import is postponed to here since zipfile depends on gzip, an
+        # optional component of the so-called standard library.
+        _zip = zipfile_factory(fid)
+        self._files = _zip.namelist()
+        self.files = []
+        self.allow_pickle = allow_pickle
+        self.pickle_kwargs = pickle_kwargs
+        for x in self._files:
+            if x.endswith('.npy'):
+                self.files.append(x[:-4])
+            else:
+                self.files.append(x)
+        self.zip = _zip
+        self.f = BagObj(self)
+        if own_fid:
+            self.fid = fid
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, exc_type, exc_value, traceback):
+        self.close()
+
+    def close(self):
+        """
+        Close the file.
+
+        """
+        if self.zip is not None:
+            self.zip.close()
+            self.zip = None
+        if self.fid is not None:
+            self.fid.close()
+            self.fid = None
+        self.f = None  # break reference cycle
+
+    def __del__(self):
+        self.close()
+
+    # Implement the Mapping ABC
+    def __iter__(self):
+        return iter(self.files)
+
+    def __len__(self):
+        return len(self.files)
+
+    def __getitem__(self, key):
+        # FIXME: This seems like it will copy strings around
+        #   more than is strictly necessary.  The zipfile
+        #   will read the string and then
+        #   the format.read_array will copy the string
+        #   to another place in memory.
+        #   It would be better if the zipfile could read
+        #   (or at least uncompress) the data
+        #   directly into the array memory.
+        member = False
+        if key in self._files:
+            member = True
+        elif key in self.files:
+            member = True
+            key += '.npy'
+        if member:
+            bytes = self.zip.open(key)
+            magic = bytes.read(len(format.MAGIC_PREFIX))
+            bytes.close()
+            if magic == format.MAGIC_PREFIX:
+                bytes = self.zip.open(key)
+                return format.read_array(bytes,
+                                         allow_pickle=self.allow_pickle,
+                                         pickle_kwargs=self.pickle_kwargs)
+            else:
+                return self.zip.read(key)
+        else:
+            raise KeyError("%s is not a file in the archive" % key)
+
+
+@set_module('numpy')
+def load(file, mmap_mode=None, allow_pickle=False, fix_imports=True,
+         encoding='ASCII'):
+    """
+    Load arrays or pickled objects from ``.npy``, ``.npz`` or pickled files.
+
+    .. warning:: Loading files that contain object arrays uses the ``pickle``
+                 module, which is not secure against erroneous or maliciously
+                 constructed data. Consider passing ``allow_pickle=False`` to
+                 load data that is known not to contain object arrays for the
+                 safer handling of untrusted sources.
+
+    Parameters
+    ----------
+    file : file-like object, string, or pathlib.Path
+        The file to read. File-like objects must support the
+        ``seek()`` and ``read()`` methods and must always
+        be opened in binary mode.  Pickled files require that the
+        file-like object support the ``readline()`` method as well.
+    mmap_mode : {None, 'r+', 'r', 'w+', 'c'}, optional
+        If not None, then memory-map the file, using the given mode (see
+        `numpy.memmap` for a detailed description of the modes).  A
+        memory-mapped array is kept on disk. However, it can be accessed
+        and sliced like any ndarray.  Memory mapping is especially useful
+        for accessing small fragments of large files without reading the
+        entire file into memory.
+    allow_pickle : bool, optional
+        Allow loading pickled object arrays stored in npy files. Reasons for
+        disallowing pickles include security, as loading pickled data can
+        execute arbitrary code. If pickles are disallowed, loading object
+        arrays will fail. Default: False
+
+        .. versionchanged:: 1.16.3
+            Made default False in response to CVE-2019-6446.
+
+    fix_imports : bool, optional
+        Only useful when loading Python 2 generated pickled files on Python 3,
+        which includes npy/npz files containing object arrays. If `fix_imports`
+        is True, pickle will try to map the old Python 2 names to the new names
+        used in Python 3.
+    encoding : str, optional
+        What encoding to use when reading Python 2 strings. Only useful when
+        loading Python 2 generated pickled files in Python 3, which includes
+        npy/npz files containing object arrays. Values other than 'latin1',
+        'ASCII', and 'bytes' are not allowed, as they can corrupt numerical
+        data. Default: 'ASCII'
+
+    Returns
+    -------
+    result : array, tuple, dict, etc.
+        Data stored in the file. For ``.npz`` files, the returned instance
+        of NpzFile class must be closed to avoid leaking file descriptors.
+
+    Raises
+    ------
+    OSError
+        If the input file does not exist or cannot be read.
+    UnpicklingError
+        If ``allow_pickle=True``, but the file cannot be loaded as a pickle.
+    ValueError
+        The file contains an object array, but ``allow_pickle=False`` given.
+
+    See Also
+    --------
+    save, savez, savez_compressed, loadtxt
+    memmap : Create a memory-map to an array stored in a file on disk.
+    lib.format.open_memmap : Create or load a memory-mapped ``.npy`` file.
+
+    Notes
+    -----
+    - If the file contains pickle data, then whatever object is stored
+      in the pickle is returned.
+    - If the file is a ``.npy`` file, then a single array is returned.
+    - If the file is a ``.npz`` file, then a dictionary-like object is
+      returned, containing ``{filename: array}`` key-value pairs, one for
+      each file in the archive.
+    - If the file is a ``.npz`` file, the returned value supports the
+      context manager protocol in a similar fashion to the open function::
+
+        with load('foo.npz') as data:
+            a = data['a']
+
+      The underlying file descriptor is closed when exiting the 'with'
+      block.
+
+    Examples
+    --------
+    Store data to disk, and load it again:
+
+    >>> np.save('/tmp/123', np.array([[1, 2, 3], [4, 5, 6]]))
+    >>> np.load('/tmp/123.npy')
+    array([[1, 2, 3],
+           [4, 5, 6]])
+
+    Store compressed data to disk, and load it again:
+
+    >>> a=np.array([[1, 2, 3], [4, 5, 6]])
+    >>> b=np.array([1, 2])
+    >>> np.savez('/tmp/123.npz', a=a, b=b)
+    >>> data = np.load('/tmp/123.npz')
+    >>> data['a']
+    array([[1, 2, 3],
+           [4, 5, 6]])
+    >>> data['b']
+    array([1, 2])
+    >>> data.close()
+
+    Mem-map the stored array, and then access the second row
+    directly from disk:
+
+    >>> X = np.load('/tmp/123.npy', mmap_mode='r')
+    >>> X[1, :]
+    memmap([4, 5, 6])
+
+    """
+    if encoding not in ('ASCII', 'latin1', 'bytes'):
+        # The 'encoding' value for pickle also affects what encoding
+        # the serialized binary data of NumPy arrays is loaded
+        # in. Pickle does not pass on the encoding information to
+        # NumPy. The unpickling code in numpy.core.multiarray is
+        # written to assume that unicode data appearing where binary
+        # should be is in 'latin1'. 'bytes' is also safe, as is 'ASCII'.
+        #
+        # Other encoding values can corrupt binary data, and we
+        # purposefully disallow them. For the same reason, the errors=
+        # argument is not exposed, as values other than 'strict'
+        # result can similarly silently corrupt numerical data.
+        raise ValueError("encoding must be 'ASCII', 'latin1', or 'bytes'")
+
+    pickle_kwargs = dict(encoding=encoding, fix_imports=fix_imports)
+
+    with contextlib.ExitStack() as stack:
+        if hasattr(file, 'read'):
+            fid = file
+            own_fid = False
+        else:
+            fid = stack.enter_context(open(os_fspath(file), "rb"))
+            own_fid = True
+
+        # Code to distinguish from NumPy binary files and pickles.
+        _ZIP_PREFIX = b'PK\x03\x04'
+        _ZIP_SUFFIX = b'PK\x05\x06' # empty zip files start with this
+        N = len(format.MAGIC_PREFIX)
+        magic = fid.read(N)
+        # If the file size is less than N, we need to make sure not
+        # to seek past the beginning of the file
+        fid.seek(-min(N, len(magic)), 1)  # back-up
+        if magic.startswith(_ZIP_PREFIX) or magic.startswith(_ZIP_SUFFIX):
+            # zip-file (assume .npz)
+            # Potentially transfer file ownership to NpzFile
+            stack.pop_all()
+            ret = NpzFile(fid, own_fid=own_fid, allow_pickle=allow_pickle,
+                          pickle_kwargs=pickle_kwargs)
+            return ret
+        elif magic == format.MAGIC_PREFIX:
+            # .npy file
+            if mmap_mode:
+                return format.open_memmap(file, mode=mmap_mode)
+            else:
+                return format.read_array(fid, allow_pickle=allow_pickle,
+                                         pickle_kwargs=pickle_kwargs)
+        else:
+            # Try a pickle
+            if not allow_pickle:
+                raise ValueError("Cannot load file containing pickled data "
+                                 "when allow_pickle=False")
+            try:
+                return pickle.load(fid, **pickle_kwargs)
+            except Exception as e:
+                raise pickle.UnpicklingError(
+                    f"Failed to interpret file {file!r} as a pickle") from e
+
+
+def _save_dispatcher(file, arr, allow_pickle=None, fix_imports=None):
+    return (arr,)
+
+
+@array_function_dispatch(_save_dispatcher)
+def save(file, arr, allow_pickle=True, fix_imports=True):
+    """
+    Save an array to a binary file in NumPy ``.npy`` format.
+
+    Parameters
+    ----------
+    file : file, str, or pathlib.Path
+        File or filename to which the data is saved.  If file is a file-object,
+        then the filename is unchanged.  If file is a string or Path, a ``.npy``
+        extension will be appended to the filename if it does not already
+        have one.
+    arr : array_like
+        Array data to be saved.
+    allow_pickle : bool, optional
+        Allow saving object arrays using Python pickles. Reasons for disallowing
+        pickles include security (loading pickled data can execute arbitrary
+        code) and portability (pickled objects may not be loadable on different
+        Python installations, for example if the stored objects require libraries
+        that are not available, and not all pickled data is compatible between
+        Python 2 and Python 3).
+        Default: True
+    fix_imports : bool, optional
+        Only useful in forcing objects in object arrays on Python 3 to be
+        pickled in a Python 2 compatible way. If `fix_imports` is True, pickle
+        will try to map the new Python 3 names to the old module names used in
+        Python 2, so that the pickle data stream is readable with Python 2.
+
+    See Also
+    --------
+    savez : Save several arrays into a ``.npz`` archive
+    savetxt, load
+
+    Notes
+    -----
+    For a description of the ``.npy`` format, see :py:mod:`numpy.lib.format`.
+
+    Any data saved to the file is appended to the end of the file.
+
+    Examples
+    --------
+    >>> from tempfile import TemporaryFile
+    >>> outfile = TemporaryFile()
+
+    >>> x = np.arange(10)
+    >>> np.save(outfile, x)
+
+    >>> _ = outfile.seek(0) # Only needed here to simulate closing & reopening file
+    >>> np.load(outfile)
+    array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])
+
+
+    >>> with open('test.npy', 'wb') as f:
+    ...     np.save(f, np.array([1, 2]))
+    ...     np.save(f, np.array([1, 3]))
+    >>> with open('test.npy', 'rb') as f:
+    ...     a = np.load(f)
+    ...     b = np.load(f)
+    >>> print(a, b)
+    # [1 2] [1 3]
+    """
+    if hasattr(file, 'write'):
+        file_ctx = contextlib.nullcontext(file)
+    else:
+        file = os_fspath(file)
+        if not file.endswith('.npy'):
+            file = file + '.npy'
+        file_ctx = open(file, "wb")
+
+    with file_ctx as fid:
+        arr = np.asanyarray(arr)
+        format.write_array(fid, arr, allow_pickle=allow_pickle,
+                           pickle_kwargs=dict(fix_imports=fix_imports))
+
+
+def _savez_dispatcher(file, *args, **kwds):
+    yield from args
+    yield from kwds.values()
+
+
+@array_function_dispatch(_savez_dispatcher)
+def savez(file, *args, **kwds):
+    """Save several arrays into a single file in uncompressed ``.npz`` format.
+
+    Provide arrays as keyword arguments to store them under the
+    corresponding name in the output file: ``savez(fn, x=x, y=y)``.
+
+    If arrays are specified as positional arguments, i.e., ``savez(fn,
+    x, y)``, their names will be `arr_0`, `arr_1`, etc.
+
+    Parameters
+    ----------
+    file : str or file
+        Either the filename (string) or an open file (file-like object)
+        where the data will be saved. If file is a string or a Path, the
+        ``.npz`` extension will be appended to the filename if it is not
+        already there.
+    args : Arguments, optional
+        Arrays to save to the file. Please use keyword arguments (see
+        `kwds` below) to assign names to arrays.  Arrays specified as
+        args will be named "arr_0", "arr_1", and so on.
+    kwds : Keyword arguments, optional
+        Arrays to save to the file. Each array will be saved to the
+        output file with its corresponding keyword name.
+
+    Returns
+    -------
+    None
+
+    See Also
+    --------
+    save : Save a single array to a binary file in NumPy format.
+    savetxt : Save an array to a file as plain text.
+    savez_compressed : Save several arrays into a compressed ``.npz`` archive
+
+    Notes
+    -----
+    The ``.npz`` file format is a zipped archive of files named after the
+    variables they contain.  The archive is not compressed and each file
+    in the archive contains one variable in ``.npy`` format. For a
+    description of the ``.npy`` format, see :py:mod:`numpy.lib.format`.
+
+    When opening the saved ``.npz`` file with `load` a `NpzFile` object is
+    returned. This is a dictionary-like object which can be queried for
+    its list of arrays (with the ``.files`` attribute), and for the arrays
+    themselves.
+
+    Keys passed in `kwds` are used as filenames inside the ZIP archive.
+    Therefore, keys should be valid filenames; e.g., avoid keys that begin with
+    ``/`` or contain ``.``.
+
+    When naming variables with keyword arguments, it is not possible to name a
+    variable ``file``, as this would cause the ``file`` argument to be defined
+    twice in the call to ``savez``.
+
+    Examples
+    --------
+    >>> from tempfile import TemporaryFile
+    >>> outfile = TemporaryFile()
+    >>> x = np.arange(10)
+    >>> y = np.sin(x)
+
+    Using `savez` with \\*args, the arrays are saved with default names.
+
+    >>> np.savez(outfile, x, y)
+    >>> _ = outfile.seek(0) # Only needed here to simulate closing & reopening file
+    >>> npzfile = np.load(outfile)
+    >>> npzfile.files
+    ['arr_0', 'arr_1']
+    >>> npzfile['arr_0']
+    array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])
+
+    Using `savez` with \\**kwds, the arrays are saved with the keyword names.
+
+    >>> outfile = TemporaryFile()
+    >>> np.savez(outfile, x=x, y=y)
+    >>> _ = outfile.seek(0)
+    >>> npzfile = np.load(outfile)
+    >>> sorted(npzfile.files)
+    ['x', 'y']
+    >>> npzfile['x']
+    array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])
+
+    """
+    _savez(file, args, kwds, False)
+
+
+def _savez_compressed_dispatcher(file, *args, **kwds):
+    yield from args
+    yield from kwds.values()
+
+
+@array_function_dispatch(_savez_compressed_dispatcher)
+def savez_compressed(file, *args, **kwds):
+    """
+    Save several arrays into a single file in compressed ``.npz`` format.
+
+    Provide arrays as keyword arguments to store them under the
+    corresponding name in the output file: ``savez(fn, x=x, y=y)``.
+
+    If arrays are specified as positional arguments, i.e., ``savez(fn,
+    x, y)``, their names will be `arr_0`, `arr_1`, etc.
+
+    Parameters
+    ----------
+    file : str or file
+        Either the filename (string) or an open file (file-like object)
+        where the data will be saved. If file is a string or a Path, the
+        ``.npz`` extension will be appended to the filename if it is not
+        already there.
+    args : Arguments, optional
+        Arrays to save to the file. Please use keyword arguments (see
+        `kwds` below) to assign names to arrays.  Arrays specified as
+        args will be named "arr_0", "arr_1", and so on.
+    kwds : Keyword arguments, optional
+        Arrays to save to the file. Each array will be saved to the
+        output file with its corresponding keyword name.
+
+    Returns
+    -------
+    None
+
+    See Also
+    --------
+    numpy.save : Save a single array to a binary file in NumPy format.
+    numpy.savetxt : Save an array to a file as plain text.
+    numpy.savez : Save several arrays into an uncompressed ``.npz`` file format
+    numpy.load : Load the files created by savez_compressed.
+
+    Notes
+    -----
+    The ``.npz`` file format is a zipped archive of files named after the
+    variables they contain.  The archive is compressed with
+    ``zipfile.ZIP_DEFLATED`` and each file in the archive contains one variable
+    in ``.npy`` format. For a description of the ``.npy`` format, see
+    :py:mod:`numpy.lib.format`.
+
+
+    When opening the saved ``.npz`` file with `load` a `NpzFile` object is
+    returned. This is a dictionary-like object which can be queried for
+    its list of arrays (with the ``.files`` attribute), and for the arrays
+    themselves.
+
+    Examples
+    --------
+    >>> test_array = np.random.rand(3, 2)
+    >>> test_vector = np.random.rand(4)
+    >>> np.savez_compressed('/tmp/123', a=test_array, b=test_vector)
+    >>> loaded = np.load('/tmp/123.npz')
+    >>> print(np.array_equal(test_array, loaded['a']))
+    True
+    >>> print(np.array_equal(test_vector, loaded['b']))
+    True
+
+    """
+    _savez(file, args, kwds, True)
+
+
+def _savez(file, args, kwds, compress, allow_pickle=True, pickle_kwargs=None):
+    # Import is postponed to here since zipfile depends on gzip, an optional
+    # component of the so-called standard library.
+    import zipfile
+
+    if not hasattr(file, 'write'):
+        file = os_fspath(file)
+        if not file.endswith('.npz'):
+            file = file + '.npz'
+
+    namedict = kwds
+    for i, val in enumerate(args):
+        key = 'arr_%d' % i
+        if key in namedict.keys():
+            raise ValueError(
+                "Cannot use un-named variables and keyword %s" % key)
+        namedict[key] = val
+
+    if compress:
+        compression = zipfile.ZIP_DEFLATED
+    else:
+        compression = zipfile.ZIP_STORED
+
+    zipf = zipfile_factory(file, mode="w", compression=compression)
+
+    for key, val in namedict.items():
+        fname = key + '.npy'
+        val = np.asanyarray(val)
+        # always force zip64, gh-10776
+        with zipf.open(fname, 'w', force_zip64=True) as fid:
+            format.write_array(fid, val,
+                               allow_pickle=allow_pickle,
+                               pickle_kwargs=pickle_kwargs)
+
+    zipf.close()
+
+
+def _ensure_ndmin_ndarray_check_param(ndmin):
+    """Just checks if the param ndmin is supported on
+        _ensure_ndmin_ndarray. It is intended to be used as
+        verification before running anything expensive.
+        e.g. loadtxt, genfromtxt
+    """
+    # Check correctness of the values of `ndmin`
+    if ndmin not in [0, 1, 2]:
+        raise ValueError(f"Illegal value of ndmin keyword: {ndmin}")
+
+def _ensure_ndmin_ndarray(a, *, ndmin: int):
+    """This is a helper function of loadtxt and genfromtxt to ensure
+        proper minimum dimension as requested
+
+        ndim : int. Supported values 1, 2, 3
+                    ^^ whenever this changes, keep in sync with
+                       _ensure_ndmin_ndarray_check_param
+    """
+    # Verify that the array has at least dimensions `ndmin`.
+    # Tweak the size and shape of the arrays - remove extraneous dimensions
+    if a.ndim > ndmin:
+        a = np.squeeze(a)
+    # and ensure we have the minimum number of dimensions asked for
+    # - has to be in this order for the odd case ndmin=1, a.squeeze().ndim=0
+    if a.ndim < ndmin:
+        if ndmin == 1:
+            a = np.atleast_1d(a)
+        elif ndmin == 2:
+            a = np.atleast_2d(a).T
+
+    return a
+
+
+# amount of lines loadtxt reads in one chunk, can be overridden for testing
+_loadtxt_chunksize = 50000
+
+
+def _loadtxt_dispatcher(
+        fname, dtype=None, comments=None, delimiter=None,
+        converters=None, skiprows=None, usecols=None, unpack=None,
+        ndmin=None, encoding=None, max_rows=None, *, like=None):
+    return (like,)
+
+
+def _check_nonneg_int(value, name="argument"):
+    try:
+        operator.index(value)
+    except TypeError:
+        raise TypeError(f"{name} must be an integer") from None
+    if value < 0:
+        raise ValueError(f"{name} must be nonnegative")
+
+
+def _preprocess_comments(iterable, comments, encoding):
+    """
+    Generator that consumes a line iterated iterable and strips out the
+    multiple (or multi-character) comments from lines.
+    This is a pre-processing step to achieve feature parity with loadtxt
+    (we assume that this feature is a nieche feature).
+    """
+    for line in iterable:
+        if isinstance(line, bytes):
+            # Need to handle conversion here, or the splitting would fail
+            line = line.decode(encoding)
+
+        for c in comments:
+            line = line.split(c, 1)[0]
+
+        yield line
+
+
+# The number of rows we read in one go if confronted with a parametric dtype
+_loadtxt_chunksize = 50000
+
+
+def _read(fname, *, delimiter=',', comment='#', quote='"',
+          imaginary_unit='j', usecols=None, skiplines=0,
+          max_rows=None, converters=None, ndmin=None, unpack=False,
+          dtype=np.float64, encoding="bytes"):
+    r"""
+    Read a NumPy array from a text file.
+
+    Parameters
+    ----------
+    fname : str or file object
+        The filename or the file to be read.
+    delimiter : str, optional
+        Field delimiter of the fields in line of the file.
+        Default is a comma, ','.  If None any sequence of whitespace is
+        considered a delimiter.
+    comment : str or sequence of str or None, optional
+        Character that begins a comment.  All text from the comment
+        character to the end of the line is ignored.
+        Multiple comments or multiple-character comment strings are supported,
+        but may be slower and `quote` must be empty if used.
+        Use None to disable all use of comments.
+    quote : str or None, optional
+        Character that is used to quote string fields. Default is '"'
+        (a double quote). Use None to disable quote support.
+    imaginary_unit : str, optional
+        Character that represent the imaginay unit `sqrt(-1)`.
+        Default is 'j'.
+    usecols : array_like, optional
+        A one-dimensional array of integer column numbers.  These are the
+        columns from the file to be included in the array.  If this value
+        is not given, all the columns are used.
+    skiplines : int, optional
+        Number of lines to skip before interpreting the data in the file.
+    max_rows : int, optional
+        Maximum number of rows of data to read.  Default is to read the
+        entire file.
+    converters : dict or callable, optional
+        A function to parse all columns strings into the desired value, or
+        a dictionary mapping column number to a parser function.
+        E.g. if column 0 is a date string: ``converters = {0: datestr2num}``.
+        Converters can also be used to provide a default value for missing
+        data, e.g. ``converters = lambda s: float(s.strip() or 0)`` will
+        convert empty fields to 0.
+        Default: None
+    ndmin : int, optional
+        Minimum dimension of the array returned.
+        Allowed values are 0, 1 or 2.  Default is 0.
+    unpack : bool, optional
+        If True, the returned array is transposed, so that arguments may be
+        unpacked using ``x, y, z = read(...)``.  When used with a structured
+        data-type, arrays are returned for each field.  Default is False.
+    dtype : numpy data type
+        A NumPy dtype instance, can be a structured dtype to map to the
+        columns of the file.
+    encoding : str, optional
+        Encoding used to decode the inputfile. The special value 'bytes'
+        (the default) enables backwards-compatible behavior for `converters`,
+        ensuring that inputs to the converter functions are encoded
+        bytes objects. The special value 'bytes' has no additional effect if
+        ``converters=None``. If encoding is ``'bytes'`` or ``None``, the
+        default system encoding is used.
+
+    Returns
+    -------
+    ndarray
+        NumPy array.
+
+    Examples
+    --------
+    First we create a file for the example.
+
+    >>> s1 = '1.0,2.0,3.0\n4.0,5.0,6.0\n'
+    >>> with open('example1.csv', 'w') as f:
+    ...     f.write(s1)
+    >>> a1 = read_from_filename('example1.csv')
+    >>> a1
+    array([[1., 2., 3.],
+           [4., 5., 6.]])
+
+    The second example has columns with different data types, so a
+    one-dimensional array with a structured data type is returned.
+    The tab character is used as the field delimiter.
+
+    >>> s2 = '1.0\t10\talpha\n2.3\t25\tbeta\n4.5\t16\tgamma\n'
+    >>> with open('example2.tsv', 'w') as f:
+    ...     f.write(s2)
+    >>> a2 = read_from_filename('example2.tsv', delimiter='\t')
+    >>> a2
+    array([(1. , 10, b'alpha'), (2.3, 25, b'beta'), (4.5, 16, b'gamma')],
+          dtype=[('f0', '<f8'), ('f1', 'u1'), ('f2', 'S5')])
+    """
+    # Handle special 'bytes' keyword for encoding
+    byte_converters = False
+    if encoding == 'bytes':
+        encoding = None
+        byte_converters = True
+
+    if dtype is None:
+        raise TypeError("a dtype must be provided.")
+    dtype = np.dtype(dtype)
+
+    read_dtype_via_object_chunks = None
+    if dtype.kind in 'SUM' and (
+            dtype == "S0" or dtype == "U0" or dtype == "M8" or dtype == 'm8'):
+        # This is a legacy "flexible" dtype.  We do not truly support
+        # parametric dtypes currently (no dtype discovery step in the core),
+        # but have to support these for backward compatibility.
+        read_dtype_via_object_chunks = dtype
+        dtype = np.dtype(object)
+
+    if usecols is not None:
+        # Allow usecols to be a single int or a sequence of ints, the C-code
+        # handles the rest
+        try:
+            usecols = list(usecols)
+        except TypeError:
+            usecols = [usecols]
+
+    _ensure_ndmin_ndarray_check_param(ndmin)
+
+    if comment is None:
+        comments = None
+    else:
+        # assume comments are a sequence of strings
+        if "" in comment:
+            raise ValueError(
+                "comments cannot be an empty string. Use comments=None to "
+                "disable comments."
+            )
+        comments = tuple(comment)
+        comment = None
+        if len(comments) == 0:
+            comments = None  # No comments at all
+        elif len(comments) == 1:
+            # If there is only one comment, and that comment has one character,
+            # the normal parsing can deal with it just fine.
+            if isinstance(comments[0], str) and len(comments[0]) == 1:
+                comment = comments[0]
+                comments = None
+        else:
+            # Input validation if there are multiple comment characters
+            if delimiter in comments:
+                raise TypeError(
+                    f"Comment characters '{comments}' cannot include the "
+                    f"delimiter '{delimiter}'"
+                )
+
+    # comment is now either a 1 or 0 character string or a tuple:
+    if comments is not None:
+        # Note: An earlier version support two character comments (and could
+        #       have been extended to multiple characters, we assume this is
+        #       rare enough to not optimize for.
+        if quote is not None:
+            raise ValueError(
+                "when multiple comments or a multi-character comment is "
+                "given, quotes are not supported.  In this case quotechar "
+                "must be set to None.")
+
+    if len(imaginary_unit) != 1:
+        raise ValueError('len(imaginary_unit) must be 1.')
+
+    _check_nonneg_int(skiplines)
+    if max_rows is not None:
+        _check_nonneg_int(max_rows)
+    else:
+        # Passing -1 to the C code means "read the entire file".
+        max_rows = -1
+
+    fh_closing_ctx = contextlib.nullcontext()
+    filelike = False
+    try:
+        if isinstance(fname, os.PathLike):
+            fname = os.fspath(fname)
+        if isinstance(fname, str):
+            fh = np.lib._datasource.open(fname, 'rt', encoding=encoding)
+            if encoding is None:
+                encoding = getattr(fh, 'encoding', 'latin1')
+
+            fh_closing_ctx = contextlib.closing(fh)
+            data = fh
+            filelike = True
+        else:
+            if encoding is None:
+                encoding = getattr(fname, 'encoding', 'latin1')
+            data = iter(fname)
+    except TypeError as e:
+        raise ValueError(
+            f"fname must be a string, filehandle, list of strings,\n"
+            f"or generator. Got {type(fname)} instead.") from e
+
+    with fh_closing_ctx:
+        if comments is not None:
+            if filelike:
+                data = iter(data)
+                filelike = False
+            data = _preprocess_comments(data, comments, encoding)
+
+        if read_dtype_via_object_chunks is None:
+            arr = _load_from_filelike(
+                data, delimiter=delimiter, comment=comment, quote=quote,
+                imaginary_unit=imaginary_unit,
+                usecols=usecols, skiplines=skiplines, max_rows=max_rows,
+                converters=converters, dtype=dtype,
+                encoding=encoding, filelike=filelike,
+                byte_converters=byte_converters)
+
+        else:
+            # This branch reads the file into chunks of object arrays and then
+            # casts them to the desired actual dtype.  This ensures correct
+            # string-length and datetime-unit discovery (like `arr.astype()`).
+            # Due to chunking, certain error reports are less clear, currently.
+            if filelike:
+                data = iter(data)  # cannot chunk when reading from file
+
+            c_byte_converters = False
+            if read_dtype_via_object_chunks == "S":
+                c_byte_converters = True  # Use latin1 rather than ascii
+
+            chunks = []
+            while max_rows != 0:
+                if max_rows < 0:
+                    chunk_size = _loadtxt_chunksize
+                else:
+                    chunk_size = min(_loadtxt_chunksize, max_rows)
+
+                next_arr = _load_from_filelike(
+                    data, delimiter=delimiter, comment=comment, quote=quote,
+                    imaginary_unit=imaginary_unit,
+                    usecols=usecols, skiplines=skiplines, max_rows=max_rows,
+                    converters=converters, dtype=dtype,
+                    encoding=encoding, filelike=filelike,
+                    byte_converters=byte_converters,
+                    c_byte_converters=c_byte_converters)
+                # Cast here already.  We hope that this is better even for
+                # large files because the storage is more compact.  It could
+                # be adapted (in principle the concatenate could cast).
+                chunks.append(next_arr.astype(read_dtype_via_object_chunks))
+
+                skiprows = 0  # Only have to skip for first chunk
+                if max_rows >= 0:
+                    max_rows -= chunk_size
+                if len(next_arr) < chunk_size:
+                    # There was less data than requested, so we are done.
+                    break
+
+            # Need at least one chunk, but if empty, the last one may have
+            # the wrong shape.
+            if len(chunks) > 1 and len(chunks[-1]) == 0:
+                del chunks[-1]
+            if len(chunks) == 1:
+                arr = chunks[0]
+            else:
+                arr = np.concatenate(chunks, axis=0)
+
+    # NOTE: ndmin works as advertised for structured dtypes, but normally
+    #       these would return a 1D result plus the structured dimension,
+    #       so ndmin=2 adds a third dimension even when no squeezing occurs.
+    #       A `squeeze=False` could be a better solution (pandas uses squeeze).
+    arr = _ensure_ndmin_ndarray(arr, ndmin=ndmin)
+
+    if arr.shape:
+        if arr.shape[0] == 0:
+            warnings.warn(
+                f'loadtxt: input contained no data: "{fname}"',
+                category=UserWarning,
+                stacklevel=3
+            )
+
+    if unpack:
+        # Unpack structured dtypes if requested:
+        dt = arr.dtype
+        if dt.names is not None:
+            # For structured arrays, return an array for each field.
+            return [arr[field] for field in dt.names]
+        else:
+            return arr.T
+    else:
+        return arr
+
+
+@set_array_function_like_doc
+@set_module('numpy')
+def loadtxt(fname, dtype=float, comments='#', delimiter=None,
+            converters=None, skiprows=0, usecols=None, unpack=False,
+            ndmin=0, encoding='bytes', max_rows=None, *, quotechar=None,
+            like=None):
+    r"""
+    Load data from a text file.
+
+    Each row in the text file must have the same number of values.
+
+    Parameters
+    ----------
+    fname : file, str, pathlib.Path, list of str, generator
+        File, filename, list, or generator to read.  If the filename
+        extension is ``.gz`` or ``.bz2``, the file is first decompressed. Note
+        that generators must return bytes or strings. The strings
+        in a list or produced by a generator are treated as lines.
+    dtype : data-type, optional
+        Data-type of the resulting array; default: float.  If this is a
+        structured data-type, the resulting array will be 1-dimensional, and
+        each row will be interpreted as an element of the array.  In this
+        case, the number of columns used must match the number of fields in
+        the data-type.
+    comments : str or sequence of str or None, optional
+        The characters or list of characters used to indicate the start of a
+        comment. None implies no comments. For backwards compatibility, byte
+        strings will be decoded as 'latin1'. The default is '#'.
+    delimiter : str, optional
+        The string used to separate values. For backwards compatibility, byte
+        strings will be decoded as 'latin1'. The default is whitespace.
+    converters : dict or callable, optional
+        A function to parse all columns strings into the desired value, or
+        a dictionary mapping column number to a parser function.
+        E.g. if column 0 is a date string: ``converters = {0: datestr2num}``.
+        Converters can also be used to provide a default value for missing
+        data, e.g. ``converters = lambda s: float(s.strip() or 0)`` will
+        convert empty fields to 0.
+        Default: None.
+
+        .. versionchanged:: 1.23.0
+           The ability to pass a single callable to be applied to all columns
+           was added.
+
+    skiprows : int, optional
+        Skip the first `skiprows` lines, including comments; default: 0.
+    usecols : int or sequence, optional
+        Which columns to read, with 0 being the first. For example,
+        ``usecols = (1,4,5)`` will extract the 2nd, 5th and 6th columns.
+        The default, None, results in all columns being read.
+
+        .. versionchanged:: 1.11.0
+            When a single column has to be read it is possible to use
+            an integer instead of a tuple. E.g ``usecols = 3`` reads the
+            fourth column the same way as ``usecols = (3,)`` would.
+    unpack : bool, optional
+        If True, the returned array is transposed, so that arguments may be
+        unpacked using ``x, y, z = loadtxt(...)``.  When used with a
+        structured data-type, arrays are returned for each field.
+        Default is False.
+    ndmin : int, optional
+        The returned array will have at least `ndmin` dimensions.
+        Otherwise mono-dimensional axes will be squeezed.
+        Legal values: 0 (default), 1 or 2.
+
+        .. versionadded:: 1.6.0
+    encoding : str, optional
+        Encoding used to decode the inputfile. Does not apply to input streams.
+        The special value 'bytes' enables backward compatibility workarounds
+        that ensures you receive byte arrays as results if possible and passes
+        'latin1' encoded strings to converters. Override this value to receive
+        unicode arrays and pass strings as input to converters.  If set to None
+        the system default is used. The default value is 'bytes'.
+
+        .. versionadded:: 1.14.0
+    max_rows : int, optional
+        Read `max_rows` rows of content after `skiprows` lines. The default is
+        to read all the rows. Note that empty rows containing no data such as
+        empty lines and comment lines are not counted towards `max_rows`,
+        while such lines are counted in `skiprows`.
+
+        .. versionadded:: 1.16.0
+        
+        .. versionchanged:: 1.23.0
+            Lines containing no data, including comment lines (e.g., lines 
+            starting with '#' or as specified via `comments`) are not counted 
+            towards `max_rows`.
+    quotechar : unicode character or None, optional
+        The character used to denote the start and end of a quoted item.
+        Occurrences of the delimiter or comment characters are ignored within
+        a quoted item. The default value is ``quotechar=None``, which means
+        quoting support is disabled.
+
+        If two consecutive instances of `quotechar` are found within a quoted
+        field, the first is treated as an escape character. See examples.
+
+        .. versionadded:: 1.23.0
+    ${ARRAY_FUNCTION_LIKE}
+
+        .. versionadded:: 1.20.0
+
+    Returns
+    -------
+    out : ndarray
+        Data read from the text file.
+
+    See Also
+    --------
+    load, fromstring, fromregex
+    genfromtxt : Load data with missing values handled as specified.
+    scipy.io.loadmat : reads MATLAB data files
+
+    Notes
+    -----
+    This function aims to be a fast reader for simply formatted files.  The
+    `genfromtxt` function provides more sophisticated handling of, e.g.,
+    lines with missing values.
+
+    .. versionadded:: 1.10.0
+
+    The strings produced by the Python float.hex method can be used as
+    input for floats.
+
+    Examples
+    --------
+    >>> from io import StringIO   # StringIO behaves like a file object
+    >>> c = StringIO("0 1\n2 3")
+    >>> np.loadtxt(c)
+    array([[0., 1.],
+           [2., 3.]])
+
+    >>> d = StringIO("M 21 72\nF 35 58")
+    >>> np.loadtxt(d, dtype={'names': ('gender', 'age', 'weight'),
+    ...                      'formats': ('S1', 'i4', 'f4')})
+    array([(b'M', 21, 72.), (b'F', 35, 58.)],
+          dtype=[('gender', 'S1'), ('age', '<i4'), ('weight', '<f4')])
+
+    >>> c = StringIO("1,0,2\n3,0,4")
+    >>> x, y = np.loadtxt(c, delimiter=',', usecols=(0, 2), unpack=True)
+    >>> x
+    array([1., 3.])
+    >>> y
+    array([2., 4.])
+
+    The `converters` argument is used to specify functions to preprocess the
+    text prior to parsing. `converters` can be a dictionary that maps
+    preprocessing functions to each column:
+
+    >>> s = StringIO("1.618, 2.296\n3.141, 4.669\n")
+    >>> conv = {
+    ...     0: lambda x: np.floor(float(x)),  # conversion fn for column 0
+    ...     1: lambda x: np.ceil(float(x)),  # conversion fn for column 1
+    ... }
+    >>> np.loadtxt(s, delimiter=",", converters=conv)
+    array([[1., 3.],
+           [3., 5.]])
+
+    `converters` can be a callable instead of a dictionary, in which case it
+    is applied to all columns:
+
+    >>> s = StringIO("0xDE 0xAD\n0xC0 0xDE")
+    >>> import functools
+    >>> conv = functools.partial(int, base=16)
+    >>> np.loadtxt(s, converters=conv)
+    array([[222., 173.],
+           [192., 222.]])
+
+    This example shows how `converters` can be used to convert a field
+    with a trailing minus sign into a negative number.
+
+    >>> s = StringIO('10.01 31.25-\n19.22 64.31\n17.57- 63.94')
+    >>> def conv(fld):
+    ...     return -float(fld[:-1]) if fld.endswith(b'-') else float(fld)
+    ...
+    >>> np.loadtxt(s, converters=conv)
+    array([[ 10.01, -31.25],
+           [ 19.22,  64.31],
+           [-17.57,  63.94]])
+
+    Using a callable as the converter can be particularly useful for handling
+    values with different formatting, e.g. floats with underscores:
+
+    >>> s = StringIO("1 2.7 100_000")
+    >>> np.loadtxt(s, converters=float)
+    array([1.e+00, 2.7e+00, 1.e+05])
+
+    This idea can be extended to automatically handle values specified in
+    many different formats:
+
+    >>> def conv(val):
+    ...     try:
+    ...         return float(val)
+    ...     except ValueError:
+    ...         return float.fromhex(val)
+    >>> s = StringIO("1, 2.5, 3_000, 0b4, 0x1.4000000000000p+2")
+    >>> np.loadtxt(s, delimiter=",", converters=conv, encoding=None)
+    array([1.0e+00, 2.5e+00, 3.0e+03, 1.8e+02, 5.0e+00])
+
+    Note that with the default ``encoding="bytes"``, the inputs to the
+    converter function are latin-1 encoded byte strings. To deactivate the
+    implicit encoding prior to conversion, use ``encoding=None``
+
+    >>> s = StringIO('10.01 31.25-\n19.22 64.31\n17.57- 63.94')
+    >>> conv = lambda x: -float(x[:-1]) if x.endswith('-') else float(x)
+    >>> np.loadtxt(s, converters=conv, encoding=None)
+    array([[ 10.01, -31.25],
+           [ 19.22,  64.31],
+           [-17.57,  63.94]])
+
+    Support for quoted fields is enabled with the `quotechar` parameter.
+    Comment and delimiter characters are ignored when they appear within a
+    quoted item delineated by `quotechar`:
+
+    >>> s = StringIO('"alpha, #42", 10.0\n"beta, #64", 2.0\n')
+    >>> dtype = np.dtype([("label", "U12"), ("value", float)])
+    >>> np.loadtxt(s, dtype=dtype, delimiter=",", quotechar='"')
+    array([('alpha, #42', 10.), ('beta, #64',  2.)],
+          dtype=[('label', '<U12'), ('value', '<f8')])
+
+    Two consecutive quote characters within a quoted field are treated as a
+    single escaped character:
+
+    >>> s = StringIO('"Hello, my name is ""Monty""!"')
+    >>> np.loadtxt(s, dtype="U", delimiter=",", quotechar='"')
+    array('Hello, my name is "Monty"!', dtype='<U26')
+
+    """
+
+    if like is not None:
+        return _loadtxt_with_like(
+            fname, dtype=dtype, comments=comments, delimiter=delimiter,
+            converters=converters, skiprows=skiprows, usecols=usecols,
+            unpack=unpack, ndmin=ndmin, encoding=encoding,
+            max_rows=max_rows, like=like
+        )
+
+    if isinstance(delimiter, bytes):
+        delimiter.decode("latin1")
+
+    if dtype is None:
+        dtype = np.float64
+
+    comment = comments
+    # Control character type conversions for Py3 convenience
+    if comment is not None:
+        if isinstance(comment, (str, bytes)):
+            comment = [comment]
+        comment = [
+            x.decode('latin1') if isinstance(x, bytes) else x for x in comment]
+    if isinstance(delimiter, bytes):
+        delimiter = delimiter.decode('latin1')
+
+    arr = _read(fname, dtype=dtype, comment=comment, delimiter=delimiter,
+                converters=converters, skiplines=skiprows, usecols=usecols,
+                unpack=unpack, ndmin=ndmin, encoding=encoding,
+                max_rows=max_rows, quote=quotechar)
+
+    return arr
+
+
+_loadtxt_with_like = array_function_dispatch(
+    _loadtxt_dispatcher
+)(loadtxt)
+
+
+def _savetxt_dispatcher(fname, X, fmt=None, delimiter=None, newline=None,
+                        header=None, footer=None, comments=None,
+                        encoding=None):
+    return (X,)
+
+
+@array_function_dispatch(_savetxt_dispatcher)
+def savetxt(fname, X, fmt='%.18e', delimiter=' ', newline='\n', header='',
+            footer='', comments='# ', encoding=None):
+    """
+    Save an array to a text file.
+
+    Parameters
+    ----------
+    fname : filename or file handle
+        If the filename ends in ``.gz``, the file is automatically saved in
+        compressed gzip format.  `loadtxt` understands gzipped files
+        transparently.
+    X : 1D or 2D array_like
+        Data to be saved to a text file.
+    fmt : str or sequence of strs, optional
+        A single format (%10.5f), a sequence of formats, or a
+        multi-format string, e.g. 'Iteration %d -- %10.5f', in which
+        case `delimiter` is ignored. For complex `X`, the legal options
+        for `fmt` are:
+
+        * a single specifier, `fmt='%.4e'`, resulting in numbers formatted
+          like `' (%s+%sj)' % (fmt, fmt)`
+        * a full string specifying every real and imaginary part, e.g.
+          `' %.4e %+.4ej %.4e %+.4ej %.4e %+.4ej'` for 3 columns
+        * a list of specifiers, one per column - in this case, the real
+          and imaginary part must have separate specifiers,
+          e.g. `['%.3e + %.3ej', '(%.15e%+.15ej)']` for 2 columns
+    delimiter : str, optional
+        String or character separating columns.
+    newline : str, optional
+        String or character separating lines.
+
+        .. versionadded:: 1.5.0
+    header : str, optional
+        String that will be written at the beginning of the file.
+
+        .. versionadded:: 1.7.0
+    footer : str, optional
+        String that will be written at the end of the file.
+
+        .. versionadded:: 1.7.0
+    comments : str, optional
+        String that will be prepended to the ``header`` and ``footer`` strings,
+        to mark them as comments. Default: '# ',  as expected by e.g.
+        ``numpy.loadtxt``.
+
+        .. versionadded:: 1.7.0
+    encoding : {None, str}, optional
+        Encoding used to encode the outputfile. Does not apply to output
+        streams. If the encoding is something other than 'bytes' or 'latin1'
+        you will not be able to load the file in NumPy versions < 1.14. Default
+        is 'latin1'.
+
+        .. versionadded:: 1.14.0
+
+
+    See Also
+    --------
+    save : Save an array to a binary file in NumPy ``.npy`` format
+    savez : Save several arrays into an uncompressed ``.npz`` archive
+    savez_compressed : Save several arrays into a compressed ``.npz`` archive
+
+    Notes
+    -----
+    Further explanation of the `fmt` parameter
+    (``%[flag]width[.precision]specifier``):
+
+    flags:
+        ``-`` : left justify
+
+        ``+`` : Forces to precede result with + or -.
+
+        ``0`` : Left pad the number with zeros instead of space (see width).
+
+    width:
+        Minimum number of characters to be printed. The value is not truncated
+        if it has more characters.
+
+    precision:
+        - For integer specifiers (eg. ``d,i,o,x``), the minimum number of
+          digits.
+        - For ``e, E`` and ``f`` specifiers, the number of digits to print
+          after the decimal point.
+        - For ``g`` and ``G``, the maximum number of significant digits.
+        - For ``s``, the maximum number of characters.
+
+    specifiers:
+        ``c`` : character
+
+        ``d`` or ``i`` : signed decimal integer
+
+        ``e`` or ``E`` : scientific notation with ``e`` or ``E``.
+
+        ``f`` : decimal floating point
+
+        ``g,G`` : use the shorter of ``e,E`` or ``f``
+
+        ``o`` : signed octal
+
+        ``s`` : string of characters
+
+        ``u`` : unsigned decimal integer
+
+        ``x,X`` : unsigned hexadecimal integer
+
+    This explanation of ``fmt`` is not complete, for an exhaustive
+    specification see [1]_.
+
+    References
+    ----------
+    .. [1] `Format Specification Mini-Language
+           <https://docs.python.org/library/string.html#format-specification-mini-language>`_,
+           Python Documentation.
+
+    Examples
+    --------
+    >>> x = y = z = np.arange(0.0,5.0,1.0)
+    >>> np.savetxt('test.out', x, delimiter=',')   # X is an array
+    >>> np.savetxt('test.out', (x,y,z))   # x,y,z equal sized 1D arrays
+    >>> np.savetxt('test.out', x, fmt='%1.4e')   # use exponential notation
+
+    """
+
+    # Py3 conversions first
+    if isinstance(fmt, bytes):
+        fmt = asstr(fmt)
+    delimiter = asstr(delimiter)
+
+    class WriteWrap:
+        """Convert to bytes on bytestream inputs.
+
+        """
+        def __init__(self, fh, encoding):
+            self.fh = fh
+            self.encoding = encoding
+            self.do_write = self.first_write
+
+        def close(self):
+            self.fh.close()
+
+        def write(self, v):
+            self.do_write(v)
+
+        def write_bytes(self, v):
+            if isinstance(v, bytes):
+                self.fh.write(v)
+            else:
+                self.fh.write(v.encode(self.encoding))
+
+        def write_normal(self, v):
+            self.fh.write(asunicode(v))
+
+        def first_write(self, v):
+            try:
+                self.write_normal(v)
+                self.write = self.write_normal
+            except TypeError:
+                # input is probably a bytestream
+                self.write_bytes(v)
+                self.write = self.write_bytes
+
+    own_fh = False
+    if isinstance(fname, os_PathLike):
+        fname = os_fspath(fname)
+    if _is_string_like(fname):
+        # datasource doesn't support creating a new file ...
+        open(fname, 'wt').close()
+        fh = np.lib._datasource.open(fname, 'wt', encoding=encoding)
+        own_fh = True
+    elif hasattr(fname, 'write'):
+        # wrap to handle byte output streams
+        fh = WriteWrap(fname, encoding or 'latin1')
+    else:
+        raise ValueError('fname must be a string or file handle')
+
+    try:
+        X = np.asarray(X)
+
+        # Handle 1-dimensional arrays
+        if X.ndim == 0 or X.ndim > 2:
+            raise ValueError(
+                "Expected 1D or 2D array, got %dD array instead" % X.ndim)
+        elif X.ndim == 1:
+            # Common case -- 1d array of numbers
+            if X.dtype.names is None:
+                X = np.atleast_2d(X).T
+                ncol = 1
+
+            # Complex dtype -- each field indicates a separate column
+            else:
+                ncol = len(X.dtype.names)
+        else:
+            ncol = X.shape[1]
+
+        iscomplex_X = np.iscomplexobj(X)
+        # `fmt` can be a string with multiple insertion points or a
+        # list of formats.  E.g. '%10.5f\t%10d' or ('%10.5f', '$10d')
+        if type(fmt) in (list, tuple):
+            if len(fmt) != ncol:
+                raise AttributeError('fmt has wrong shape.  %s' % str(fmt))
+            format = asstr(delimiter).join(map(asstr, fmt))
+        elif isinstance(fmt, str):
+            n_fmt_chars = fmt.count('%')
+            error = ValueError('fmt has wrong number of %% formats:  %s' % fmt)
+            if n_fmt_chars == 1:
+                if iscomplex_X:
+                    fmt = [' (%s+%sj)' % (fmt, fmt), ] * ncol
+                else:
+                    fmt = [fmt, ] * ncol
+                format = delimiter.join(fmt)
+            elif iscomplex_X and n_fmt_chars != (2 * ncol):
+                raise error
+            elif ((not iscomplex_X) and n_fmt_chars != ncol):
+                raise error
+            else:
+                format = fmt
+        else:
+            raise ValueError('invalid fmt: %r' % (fmt,))
+
+        if len(header) > 0:
+            header = header.replace('\n', '\n' + comments)
+            fh.write(comments + header + newline)
+        if iscomplex_X:
+            for row in X:
+                row2 = []
+                for number in row:
+                    row2.append(number.real)
+                    row2.append(number.imag)
+                s = format % tuple(row2) + newline
+                fh.write(s.replace('+-', '-'))
+        else:
+            for row in X:
+                try:
+                    v = format % tuple(row) + newline
+                except TypeError as e:
+                    raise TypeError("Mismatch between array dtype ('%s') and "
+                                    "format specifier ('%s')"
+                                    % (str(X.dtype), format)) from e
+                fh.write(v)
+
+        if len(footer) > 0:
+            footer = footer.replace('\n', '\n' + comments)
+            fh.write(comments + footer + newline)
+    finally:
+        if own_fh:
+            fh.close()
+
+
+@set_module('numpy')
+def fromregex(file, regexp, dtype, encoding=None):
+    r"""
+    Construct an array from a text file, using regular expression parsing.
+
+    The returned array is always a structured array, and is constructed from
+    all matches of the regular expression in the file. Groups in the regular
+    expression are converted to fields of the structured array.
+
+    Parameters
+    ----------
+    file : path or file
+        Filename or file object to read.
+
+        .. versionchanged:: 1.22.0
+            Now accepts `os.PathLike` implementations.
+    regexp : str or regexp
+        Regular expression used to parse the file.
+        Groups in the regular expression correspond to fields in the dtype.
+    dtype : dtype or list of dtypes
+        Dtype for the structured array; must be a structured datatype.
+    encoding : str, optional
+        Encoding used to decode the inputfile. Does not apply to input streams.
+
+        .. versionadded:: 1.14.0
+
+    Returns
+    -------
+    output : ndarray
+        The output array, containing the part of the content of `file` that
+        was matched by `regexp`. `output` is always a structured array.
+
+    Raises
+    ------
+    TypeError
+        When `dtype` is not a valid dtype for a structured array.
+
+    See Also
+    --------
+    fromstring, loadtxt
+
+    Notes
+    -----
+    Dtypes for structured arrays can be specified in several forms, but all
+    forms specify at least the data type and field name. For details see
+    `basics.rec`.
+
+    Examples
+    --------
+    >>> from io import StringIO
+    >>> text = StringIO("1312 foo\n1534  bar\n444   qux")
+
+    >>> regexp = r"(\d+)\s+(...)"  # match [digits, whitespace, anything]
+    >>> output = np.fromregex(text, regexp,
+    ...                       [('num', np.int64), ('key', 'S3')])
+    >>> output
+    array([(1312, b'foo'), (1534, b'bar'), ( 444, b'qux')],
+          dtype=[('num', '<i8'), ('key', 'S3')])
+    >>> output['num']
+    array([1312, 1534,  444])
+
+    """
+    own_fh = False
+    if not hasattr(file, "read"):
+        file = os.fspath(file)
+        file = np.lib._datasource.open(file, 'rt', encoding=encoding)
+        own_fh = True
+
+    try:
+        if not isinstance(dtype, np.dtype):
+            dtype = np.dtype(dtype)
+        if dtype.names is None:
+            raise TypeError('dtype must be a structured datatype.')
+
+        content = file.read()
+        if isinstance(content, bytes) and isinstance(regexp, str):
+            regexp = asbytes(regexp)
+        elif isinstance(content, str) and isinstance(regexp, bytes):
+            regexp = asstr(regexp)
+
+        if not hasattr(regexp, 'match'):
+            regexp = re.compile(regexp)
+        seq = regexp.findall(content)
+        if seq and not isinstance(seq[0], tuple):
+            # Only one group is in the regexp.
+            # Create the new array as a single data-type and then
+            #   re-interpret as a single-field structured array.
+            newdtype = np.dtype(dtype[dtype.names[0]])
+            output = np.array(seq, dtype=newdtype)
+            output.dtype = dtype
+        else:
+            output = np.array(seq, dtype=dtype)
+
+        return output
+    finally:
+        if own_fh:
+            file.close()
+
+
+#####--------------------------------------------------------------------------
+#---- --- ASCII functions ---
+#####--------------------------------------------------------------------------
+
+
+def _genfromtxt_dispatcher(fname, dtype=None, comments=None, delimiter=None,
+                           skip_header=None, skip_footer=None, converters=None,
+                           missing_values=None, filling_values=None, usecols=None,
+                           names=None, excludelist=None, deletechars=None,
+                           replace_space=None, autostrip=None, case_sensitive=None,
+                           defaultfmt=None, unpack=None, usemask=None, loose=None,
+                           invalid_raise=None, max_rows=None, encoding=None,
+                           *, ndmin=None, like=None):
+    return (like,)
+
+
+@set_array_function_like_doc
+@set_module('numpy')
+def genfromtxt(fname, dtype=float, comments='#', delimiter=None,
+               skip_header=0, skip_footer=0, converters=None,
+               missing_values=None, filling_values=None, usecols=None,
+               names=None, excludelist=None,
+               deletechars=''.join(sorted(NameValidator.defaultdeletechars)),
+               replace_space='_', autostrip=False, case_sensitive=True,
+               defaultfmt="f%i", unpack=None, usemask=False, loose=True,
+               invalid_raise=True, max_rows=None, encoding='bytes',
+               *, ndmin=0, like=None):
+    """
+    Load data from a text file, with missing values handled as specified.
+
+    Each line past the first `skip_header` lines is split at the `delimiter`
+    character, and characters following the `comments` character are discarded.
+
+    Parameters
+    ----------
+    fname : file, str, pathlib.Path, list of str, generator
+        File, filename, list, or generator to read.  If the filename
+        extension is ``.gz`` or ``.bz2``, the file is first decompressed. Note
+        that generators must return bytes or strings. The strings
+        in a list or produced by a generator are treated as lines.
+    dtype : dtype, optional
+        Data type of the resulting array.
+        If None, the dtypes will be determined by the contents of each
+        column, individually.
+    comments : str, optional
+        The character used to indicate the start of a comment.
+        All the characters occurring on a line after a comment are discarded.
+    delimiter : str, int, or sequence, optional
+        The string used to separate values.  By default, any consecutive
+        whitespaces act as delimiter.  An integer or sequence of integers
+        can also be provided as width(s) of each field.
+    skiprows : int, optional
+        `skiprows` was removed in numpy 1.10. Please use `skip_header` instead.
+    skip_header : int, optional
+        The number of lines to skip at the beginning of the file.
+    skip_footer : int, optional
+        The number of lines to skip at the end of the file.
+    converters : variable, optional
+        The set of functions that convert the data of a column to a value.
+        The converters can also be used to provide a default value
+        for missing data: ``converters = {3: lambda s: float(s or 0)}``.
+    missing : variable, optional
+        `missing` was removed in numpy 1.10. Please use `missing_values`
+        instead.
+    missing_values : variable, optional
+        The set of strings corresponding to missing data.
+    filling_values : variable, optional
+        The set of values to be used as default when the data are missing.
+    usecols : sequence, optional
+        Which columns to read, with 0 being the first.  For example,
+        ``usecols = (1, 4, 5)`` will extract the 2nd, 5th and 6th columns.
+    names : {None, True, str, sequence}, optional
+        If `names` is True, the field names are read from the first line after
+        the first `skip_header` lines. This line can optionally be preceded
+        by a comment delimiter. If `names` is a sequence or a single-string of
+        comma-separated names, the names will be used to define the field names
+        in a structured dtype. If `names` is None, the names of the dtype
+        fields will be used, if any.
+    excludelist : sequence, optional
+        A list of names to exclude. This list is appended to the default list
+        ['return','file','print']. Excluded names are appended with an
+        underscore: for example, `file` would become `file_`.
+    deletechars : str, optional
+        A string combining invalid characters that must be deleted from the
+        names.
+    defaultfmt : str, optional
+        A format used to define default field names, such as "f%i" or "f_%02i".
+    autostrip : bool, optional
+        Whether to automatically strip white spaces from the variables.
+    replace_space : char, optional
+        Character(s) used in replacement of white spaces in the variable
+        names. By default, use a '_'.
+    case_sensitive : {True, False, 'upper', 'lower'}, optional
+        If True, field names are case sensitive.
+        If False or 'upper', field names are converted to upper case.
+        If 'lower', field names are converted to lower case.
+    unpack : bool, optional
+        If True, the returned array is transposed, so that arguments may be
+        unpacked using ``x, y, z = genfromtxt(...)``.  When used with a
+        structured data-type, arrays are returned for each field.
+        Default is False.
+    usemask : bool, optional
+        If True, return a masked array.
+        If False, return a regular array.
+    loose : bool, optional
+        If True, do not raise errors for invalid values.
+    invalid_raise : bool, optional
+        If True, an exception is raised if an inconsistency is detected in the
+        number of columns.
+        If False, a warning is emitted and the offending lines are skipped.
+    max_rows : int,  optional
+        The maximum number of rows to read. Must not be used with skip_footer
+        at the same time.  If given, the value must be at least 1. Default is
+        to read the entire file.
+
+        .. versionadded:: 1.10.0
+    encoding : str, optional
+        Encoding used to decode the inputfile. Does not apply when `fname` is
+        a file object.  The special value 'bytes' enables backward compatibility
+        workarounds that ensure that you receive byte arrays when possible
+        and passes latin1 encoded strings to converters. Override this value to
+        receive unicode arrays and pass strings as input to converters.  If set
+        to None the system default is used. The default value is 'bytes'.
+
+        .. versionadded:: 1.14.0
+    ndmin : int, optional
+        Same parameter as `loadtxt`
+
+        .. versionadded:: 1.23.0
+    ${ARRAY_FUNCTION_LIKE}
+
+        .. versionadded:: 1.20.0
+
+    Returns
+    -------
+    out : ndarray
+        Data read from the text file. If `usemask` is True, this is a
+        masked array.
+
+    See Also
+    --------
+    numpy.loadtxt : equivalent function when no data is missing.
+
+    Notes
+    -----
+    * When spaces are used as delimiters, or when no delimiter has been given
+      as input, there should not be any missing data between two fields.
+    * When the variables are named (either by a flexible dtype or with `names`),
+      there must not be any header in the file (else a ValueError
+      exception is raised).
+    * Individual values are not stripped of spaces by default.
+      When using a custom converter, make sure the function does remove spaces.
+
+    References
+    ----------
+    .. [1] NumPy User Guide, section `I/O with NumPy
+           <https://docs.scipy.org/doc/numpy/user/basics.io.genfromtxt.html>`_.
+
+    Examples
+    --------
+    >>> from io import StringIO
+    >>> import numpy as np
+
+    Comma delimited file with mixed dtype
+
+    >>> s = StringIO(u"1,1.3,abcde")
+    >>> data = np.genfromtxt(s, dtype=[('myint','i8'),('myfloat','f8'),
+    ... ('mystring','S5')], delimiter=",")
+    >>> data
+    array((1, 1.3, b'abcde'),
+          dtype=[('myint', '<i8'), ('myfloat', '<f8'), ('mystring', 'S5')])
+
+    Using dtype = None
+
+    >>> _ = s.seek(0) # needed for StringIO example only
+    >>> data = np.genfromtxt(s, dtype=None,
+    ... names = ['myint','myfloat','mystring'], delimiter=",")
+    >>> data
+    array((1, 1.3, b'abcde'),
+          dtype=[('myint', '<i8'), ('myfloat', '<f8'), ('mystring', 'S5')])
+
+    Specifying dtype and names
+
+    >>> _ = s.seek(0)
+    >>> data = np.genfromtxt(s, dtype="i8,f8,S5",
+    ... names=['myint','myfloat','mystring'], delimiter=",")
+    >>> data
+    array((1, 1.3, b'abcde'),
+          dtype=[('myint', '<i8'), ('myfloat', '<f8'), ('mystring', 'S5')])
+
+    An example with fixed-width columns
+
+    >>> s = StringIO(u"11.3abcde")
+    >>> data = np.genfromtxt(s, dtype=None, names=['intvar','fltvar','strvar'],
+    ...     delimiter=[1,3,5])
+    >>> data
+    array((1, 1.3, b'abcde'),
+          dtype=[('intvar', '<i8'), ('fltvar', '<f8'), ('strvar', 'S5')])
+
+    An example to show comments
+
+    >>> f = StringIO('''
+    ... text,# of chars
+    ... hello world,11
+    ... numpy,5''')
+    >>> np.genfromtxt(f, dtype='S12,S12', delimiter=',')
+    array([(b'text', b''), (b'hello world', b'11'), (b'numpy', b'5')],
+      dtype=[('f0', 'S12'), ('f1', 'S12')])
+
+    """
+
+    if like is not None:
+        return _genfromtxt_with_like(
+            fname, dtype=dtype, comments=comments, delimiter=delimiter,
+            skip_header=skip_header, skip_footer=skip_footer,
+            converters=converters, missing_values=missing_values,
+            filling_values=filling_values, usecols=usecols, names=names,
+            excludelist=excludelist, deletechars=deletechars,
+            replace_space=replace_space, autostrip=autostrip,
+            case_sensitive=case_sensitive, defaultfmt=defaultfmt,
+            unpack=unpack, usemask=usemask, loose=loose,
+            invalid_raise=invalid_raise, max_rows=max_rows, encoding=encoding,
+            ndmin=ndmin,
+            like=like
+        )
+
+    _ensure_ndmin_ndarray_check_param(ndmin)
+
+    if max_rows is not None:
+        if skip_footer:
+            raise ValueError(
+                    "The keywords 'skip_footer' and 'max_rows' can not be "
+                    "specified at the same time.")
+        if max_rows < 1:
+            raise ValueError("'max_rows' must be at least 1.")
+
+    if usemask:
+        from numpy.ma import MaskedArray, make_mask_descr
+    # Check the input dictionary of converters
+    user_converters = converters or {}
+    if not isinstance(user_converters, dict):
+        raise TypeError(
+            "The input argument 'converter' should be a valid dictionary "
+            "(got '%s' instead)" % type(user_converters))
+
+    if encoding == 'bytes':
+        encoding = None
+        byte_converters = True
+    else:
+        byte_converters = False
+
+    # Initialize the filehandle, the LineSplitter and the NameValidator
+    if isinstance(fname, os_PathLike):
+        fname = os_fspath(fname)
+    if isinstance(fname, str):
+        fid = np.lib._datasource.open(fname, 'rt', encoding=encoding)
+        fid_ctx = contextlib.closing(fid)
+    else:
+        fid = fname
+        fid_ctx = contextlib.nullcontext(fid)
+    try:
+        fhd = iter(fid)
+    except TypeError as e:
+        raise TypeError(
+            "fname must be a string, a filehandle, a sequence of strings,\n"
+            f"or an iterator of strings. Got {type(fname)} instead."
+        ) from e
+    with fid_ctx:
+        split_line = LineSplitter(delimiter=delimiter, comments=comments,
+                                  autostrip=autostrip, encoding=encoding)
+        validate_names = NameValidator(excludelist=excludelist,
+                                       deletechars=deletechars,
+                                       case_sensitive=case_sensitive,
+                                       replace_space=replace_space)
+
+        # Skip the first `skip_header` rows
+        try:
+            for i in range(skip_header):
+                next(fhd)
+
+            # Keep on until we find the first valid values
+            first_values = None
+
+            while not first_values:
+                first_line = _decode_line(next(fhd), encoding)
+                if (names is True) and (comments is not None):
+                    if comments in first_line:
+                        first_line = (
+                            ''.join(first_line.split(comments)[1:]))
+                first_values = split_line(first_line)
+        except StopIteration:
+            # return an empty array if the datafile is empty
+            first_line = ''
+            first_values = []
+            warnings.warn('genfromtxt: Empty input file: "%s"' % fname, stacklevel=2)
+
+        # Should we take the first values as names ?
+        if names is True:
+            fval = first_values[0].strip()
+            if comments is not None:
+                if fval in comments:
+                    del first_values[0]
+
+        # Check the columns to use: make sure `usecols` is a list
+        if usecols is not None:
+            try:
+                usecols = [_.strip() for _ in usecols.split(",")]
+            except AttributeError:
+                try:
+                    usecols = list(usecols)
+                except TypeError:
+                    usecols = [usecols, ]
+        nbcols = len(usecols or first_values)
+
+        # Check the names and overwrite the dtype.names if needed
+        if names is True:
+            names = validate_names([str(_.strip()) for _ in first_values])
+            first_line = ''
+        elif _is_string_like(names):
+            names = validate_names([_.strip() for _ in names.split(',')])
+        elif names:
+            names = validate_names(names)
+        # Get the dtype
+        if dtype is not None:
+            dtype = easy_dtype(dtype, defaultfmt=defaultfmt, names=names,
+                               excludelist=excludelist,
+                               deletechars=deletechars,
+                               case_sensitive=case_sensitive,
+                               replace_space=replace_space)
+        # Make sure the names is a list (for 2.5)
+        if names is not None:
+            names = list(names)
+
+        if usecols:
+            for (i, current) in enumerate(usecols):
+                # if usecols is a list of names, convert to a list of indices
+                if _is_string_like(current):
+                    usecols[i] = names.index(current)
+                elif current < 0:
+                    usecols[i] = current + len(first_values)
+            # If the dtype is not None, make sure we update it
+            if (dtype is not None) and (len(dtype) > nbcols):
+                descr = dtype.descr
+                dtype = np.dtype([descr[_] for _ in usecols])
+                names = list(dtype.names)
+            # If `names` is not None, update the names
+            elif (names is not None) and (len(names) > nbcols):
+                names = [names[_] for _ in usecols]
+        elif (names is not None) and (dtype is not None):
+            names = list(dtype.names)
+
+        # Process the missing values ...............................
+        # Rename missing_values for convenience
+        user_missing_values = missing_values or ()
+        if isinstance(user_missing_values, bytes):
+            user_missing_values = user_missing_values.decode('latin1')
+
+        # Define the list of missing_values (one column: one list)
+        missing_values = [list(['']) for _ in range(nbcols)]
+
+        # We have a dictionary: process it field by field
+        if isinstance(user_missing_values, dict):
+            # Loop on the items
+            for (key, val) in user_missing_values.items():
+                # Is the key a string ?
+                if _is_string_like(key):
+                    try:
+                        # Transform it into an integer
+                        key = names.index(key)
+                    except ValueError:
+                        # We couldn't find it: the name must have been dropped
+                        continue
+                # Redefine the key as needed if it's a column number
+                if usecols:
+                    try:
+                        key = usecols.index(key)
+                    except ValueError:
+                        pass
+                # Transform the value as a list of string
+                if isinstance(val, (list, tuple)):
+                    val = [str(_) for _ in val]
+                else:
+                    val = [str(val), ]
+                # Add the value(s) to the current list of missing
+                if key is None:
+                    # None acts as default
+                    for miss in missing_values:
+                        miss.extend(val)
+                else:
+                    missing_values[key].extend(val)
+        # We have a sequence : each item matches a column
+        elif isinstance(user_missing_values, (list, tuple)):
+            for (value, entry) in zip(user_missing_values, missing_values):
+                value = str(value)
+                if value not in entry:
+                    entry.append(value)
+        # We have a string : apply it to all entries
+        elif isinstance(user_missing_values, str):
+            user_value = user_missing_values.split(",")
+            for entry in missing_values:
+                entry.extend(user_value)
+        # We have something else: apply it to all entries
+        else:
+            for entry in missing_values:
+                entry.extend([str(user_missing_values)])
+
+        # Process the filling_values ...............................
+        # Rename the input for convenience
+        user_filling_values = filling_values
+        if user_filling_values is None:
+            user_filling_values = []
+        # Define the default
+        filling_values = [None] * nbcols
+        # We have a dictionary : update each entry individually
+        if isinstance(user_filling_values, dict):
+            for (key, val) in user_filling_values.items():
+                if _is_string_like(key):
+                    try:
+                        # Transform it into an integer
+                        key = names.index(key)
+                    except ValueError:
+                        # We couldn't find it: the name must have been dropped,
+                        continue
+                # Redefine the key if it's a column number and usecols is defined
+                if usecols:
+                    try:
+                        key = usecols.index(key)
+                    except ValueError:
+                        pass
+                # Add the value to the list
+                filling_values[key] = val
+        # We have a sequence : update on a one-to-one basis
+        elif isinstance(user_filling_values, (list, tuple)):
+            n = len(user_filling_values)
+            if (n <= nbcols):
+                filling_values[:n] = user_filling_values
+            else:
+                filling_values = user_filling_values[:nbcols]
+        # We have something else : use it for all entries
+        else:
+            filling_values = [user_filling_values] * nbcols
+
+        # Initialize the converters ................................
+        if dtype is None:
+            # Note: we can't use a [...]*nbcols, as we would have 3 times the same
+            # ... converter, instead of 3 different converters.
+            converters = [StringConverter(None, missing_values=miss, default=fill)
+                          for (miss, fill) in zip(missing_values, filling_values)]
+        else:
+            dtype_flat = flatten_dtype(dtype, flatten_base=True)
+            # Initialize the converters
+            if len(dtype_flat) > 1:
+                # Flexible type : get a converter from each dtype
+                zipit = zip(dtype_flat, missing_values, filling_values)
+                converters = [StringConverter(dt, locked=True,
+                                              missing_values=miss, default=fill)
+                              for (dt, miss, fill) in zipit]
+            else:
+                # Set to a default converter (but w/ different missing values)
+                zipit = zip(missing_values, filling_values)
+                converters = [StringConverter(dtype, locked=True,
+                                              missing_values=miss, default=fill)
+                              for (miss, fill) in zipit]
+        # Update the converters to use the user-defined ones
+        uc_update = []
+        for (j, conv) in user_converters.items():
+            # If the converter is specified by column names, use the index instead
+            if _is_string_like(j):
+                try:
+                    j = names.index(j)
+                    i = j
+                except ValueError:
+                    continue
+            elif usecols:
+                try:
+                    i = usecols.index(j)
+                except ValueError:
+                    # Unused converter specified
+                    continue
+            else:
+                i = j
+            # Find the value to test - first_line is not filtered by usecols:
+            if len(first_line):
+                testing_value = first_values[j]
+            else:
+                testing_value = None
+            if conv is bytes:
+                user_conv = asbytes
+            elif byte_converters:
+                # converters may use decode to workaround numpy's old behaviour,
+                # so encode the string again before passing to the user converter
+                def tobytes_first(x, conv):
+                    if type(x) is bytes:
+                        return conv(x)
+                    return conv(x.encode("latin1"))
+                user_conv = functools.partial(tobytes_first, conv=conv)
+            else:
+                user_conv = conv
+            converters[i].update(user_conv, locked=True,
+                                 testing_value=testing_value,
+                                 default=filling_values[i],
+                                 missing_values=missing_values[i],)
+            uc_update.append((i, user_conv))
+        # Make sure we have the corrected keys in user_converters...
+        user_converters.update(uc_update)
+
+        # Fixme: possible error as following variable never used.
+        # miss_chars = [_.missing_values for _ in converters]
+
+        # Initialize the output lists ...
+        # ... rows
+        rows = []
+        append_to_rows = rows.append
+        # ... masks
+        if usemask:
+            masks = []
+            append_to_masks = masks.append
+        # ... invalid
+        invalid = []
+        append_to_invalid = invalid.append
+
+        # Parse each line
+        for (i, line) in enumerate(itertools.chain([first_line, ], fhd)):
+            values = split_line(line)
+            nbvalues = len(values)
+            # Skip an empty line
+            if nbvalues == 0:
+                continue
+            if usecols:
+                # Select only the columns we need
+                try:
+                    values = [values[_] for _ in usecols]
+                except IndexError:
+                    append_to_invalid((i + skip_header + 1, nbvalues))
+                    continue
+            elif nbvalues != nbcols:
+                append_to_invalid((i + skip_header + 1, nbvalues))
+                continue
+            # Store the values
+            append_to_rows(tuple(values))
+            if usemask:
+                append_to_masks(tuple([v.strip() in m
+                                       for (v, m) in zip(values,
+                                                         missing_values)]))
+            if len(rows) == max_rows:
+                break
+
+    # Upgrade the converters (if needed)
+    if dtype is None:
+        for (i, converter) in enumerate(converters):
+            current_column = [itemgetter(i)(_m) for _m in rows]
+            try:
+                converter.iterupgrade(current_column)
+            except ConverterLockError:
+                errmsg = "Converter #%i is locked and cannot be upgraded: " % i
+                current_column = map(itemgetter(i), rows)
+                for (j, value) in enumerate(current_column):
+                    try:
+                        converter.upgrade(value)
+                    except (ConverterError, ValueError):
+                        errmsg += "(occurred line #%i for value '%s')"
+                        errmsg %= (j + 1 + skip_header, value)
+                        raise ConverterError(errmsg)
+
+    # Check that we don't have invalid values
+    nbinvalid = len(invalid)
+    if nbinvalid > 0:
+        nbrows = len(rows) + nbinvalid - skip_footer
+        # Construct the error message
+        template = "    Line #%%i (got %%i columns instead of %i)" % nbcols
+        if skip_footer > 0:
+            nbinvalid_skipped = len([_ for _ in invalid
+                                     if _[0] > nbrows + skip_header])
+            invalid = invalid[:nbinvalid - nbinvalid_skipped]
+            skip_footer -= nbinvalid_skipped
+#
+#            nbrows -= skip_footer
+#            errmsg = [template % (i, nb)
+#                      for (i, nb) in invalid if i < nbrows]
+#        else:
+        errmsg = [template % (i, nb)
+                  for (i, nb) in invalid]
+        if len(errmsg):
+            errmsg.insert(0, "Some errors were detected !")
+            errmsg = "\n".join(errmsg)
+            # Raise an exception ?
+            if invalid_raise:
+                raise ValueError(errmsg)
+            # Issue a warning ?
+            else:
+                warnings.warn(errmsg, ConversionWarning, stacklevel=2)
+
+    # Strip the last skip_footer data
+    if skip_footer > 0:
+        rows = rows[:-skip_footer]
+        if usemask:
+            masks = masks[:-skip_footer]
+
+    # Convert each value according to the converter:
+    # We want to modify the list in place to avoid creating a new one...
+    if loose:
+        rows = list(
+            zip(*[[conv._loose_call(_r) for _r in map(itemgetter(i), rows)]
+                  for (i, conv) in enumerate(converters)]))
+    else:
+        rows = list(
+            zip(*[[conv._strict_call(_r) for _r in map(itemgetter(i), rows)]
+                  for (i, conv) in enumerate(converters)]))
+
+    # Reset the dtype
+    data = rows
+    if dtype is None:
+        # Get the dtypes from the types of the converters
+        column_types = [conv.type for conv in converters]
+        # Find the columns with strings...
+        strcolidx = [i for (i, v) in enumerate(column_types)
+                     if v == np.unicode_]
+
+        if byte_converters and strcolidx:
+            # convert strings back to bytes for backward compatibility
+            warnings.warn(
+                "Reading unicode strings without specifying the encoding "
+                "argument is deprecated. Set the encoding, use None for the "
+                "system default.",
+                np.VisibleDeprecationWarning, stacklevel=2)
+            def encode_unicode_cols(row_tup):
+                row = list(row_tup)
+                for i in strcolidx:
+                    row[i] = row[i].encode('latin1')
+                return tuple(row)
+
+            try:
+                data = [encode_unicode_cols(r) for r in data]
+            except UnicodeEncodeError:
+                pass
+            else:
+                for i in strcolidx:
+                    column_types[i] = np.bytes_
+
+        # Update string types to be the right length
+        sized_column_types = column_types[:]
+        for i, col_type in enumerate(column_types):
+            if np.issubdtype(col_type, np.character):
+                n_chars = max(len(row[i]) for row in data)
+                sized_column_types[i] = (col_type, n_chars)
+
+        if names is None:
+            # If the dtype is uniform (before sizing strings)
+            base = {
+                c_type
+                for c, c_type in zip(converters, column_types)
+                if c._checked}
+            if len(base) == 1:
+                uniform_type, = base
+                (ddtype, mdtype) = (uniform_type, bool)
+            else:
+                ddtype = [(defaultfmt % i, dt)
+                          for (i, dt) in enumerate(sized_column_types)]
+                if usemask:
+                    mdtype = [(defaultfmt % i, bool)
+                              for (i, dt) in enumerate(sized_column_types)]
+        else:
+            ddtype = list(zip(names, sized_column_types))
+            mdtype = list(zip(names, [bool] * len(sized_column_types)))
+        output = np.array(data, dtype=ddtype)
+        if usemask:
+            outputmask = np.array(masks, dtype=mdtype)
+    else:
+        # Overwrite the initial dtype names if needed
+        if names and dtype.names is not None:
+            dtype.names = names
+        # Case 1. We have a structured type
+        if len(dtype_flat) > 1:
+            # Nested dtype, eg [('a', int), ('b', [('b0', int), ('b1', 'f4')])]
+            # First, create the array using a flattened dtype:
+            # [('a', int), ('b1', int), ('b2', float)]
+            # Then, view the array using the specified dtype.
+            if 'O' in (_.char for _ in dtype_flat):
+                if has_nested_fields(dtype):
+                    raise NotImplementedError(
+                        "Nested fields involving objects are not supported...")
+                else:
+                    output = np.array(data, dtype=dtype)
+            else:
+                rows = np.array(data, dtype=[('', _) for _ in dtype_flat])
+                output = rows.view(dtype)
+            # Now, process the rowmasks the same way
+            if usemask:
+                rowmasks = np.array(
+                    masks, dtype=np.dtype([('', bool) for t in dtype_flat]))
+                # Construct the new dtype
+                mdtype = make_mask_descr(dtype)
+                outputmask = rowmasks.view(mdtype)
+        # Case #2. We have a basic dtype
+        else:
+            # We used some user-defined converters
+            if user_converters:
+                ishomogeneous = True
+                descr = []
+                for i, ttype in enumerate([conv.type for conv in converters]):
+                    # Keep the dtype of the current converter
+                    if i in user_converters:
+                        ishomogeneous &= (ttype == dtype.type)
+                        if np.issubdtype(ttype, np.character):
+                            ttype = (ttype, max(len(row[i]) for row in data))
+                        descr.append(('', ttype))
+                    else:
+                        descr.append(('', dtype))
+                # So we changed the dtype ?
+                if not ishomogeneous:
+                    # We have more than one field
+                    if len(descr) > 1:
+                        dtype = np.dtype(descr)
+                    # We have only one field: drop the name if not needed.
+                    else:
+                        dtype = np.dtype(ttype)
+            #
+            output = np.array(data, dtype)
+            if usemask:
+                if dtype.names is not None:
+                    mdtype = [(_, bool) for _ in dtype.names]
+                else:
+                    mdtype = bool
+                outputmask = np.array(masks, dtype=mdtype)
+    # Try to take care of the missing data we missed
+    names = output.dtype.names
+    if usemask and names:
+        for (name, conv) in zip(names, converters):
+            missing_values = [conv(_) for _ in conv.missing_values
+                              if _ != '']
+            for mval in missing_values:
+                outputmask[name] |= (output[name] == mval)
+    # Construct the final array
+    if usemask:
+        output = output.view(MaskedArray)
+        output._mask = outputmask
+
+    output = _ensure_ndmin_ndarray(output, ndmin=ndmin)
+
+    if unpack:
+        if names is None:
+            return output.T
+        elif len(names) == 1:
+            # squeeze single-name dtypes too
+            return output[names[0]]
+        else:
+            # For structured arrays with multiple fields,
+            # return an array for each field.
+            return [output[field] for field in names]
+    return output
+
+
+_genfromtxt_with_like = array_function_dispatch(
+    _genfromtxt_dispatcher
+)(genfromtxt)
+
+
+def recfromtxt(fname, **kwargs):
+    """
+    Load ASCII data from a file and return it in a record array.
+
+    If ``usemask=False`` a standard `recarray` is returned,
+    if ``usemask=True`` a MaskedRecords array is returned.
+
+    Parameters
+    ----------
+    fname, kwargs : For a description of input parameters, see `genfromtxt`.
+
+    See Also
+    --------
+    numpy.genfromtxt : generic function
+
+    Notes
+    -----
+    By default, `dtype` is None, which means that the data-type of the output
+    array will be determined from the data.
+
+    """
+    kwargs.setdefault("dtype", None)
+    usemask = kwargs.get('usemask', False)
+    output = genfromtxt(fname, **kwargs)
+    if usemask:
+        from numpy.ma.mrecords import MaskedRecords
+        output = output.view(MaskedRecords)
+    else:
+        output = output.view(np.recarray)
+    return output
+
+
+def recfromcsv(fname, **kwargs):
+    """
+    Load ASCII data stored in a comma-separated file.
+
+    The returned array is a record array (if ``usemask=False``, see
+    `recarray`) or a masked record array (if ``usemask=True``,
+    see `ma.mrecords.MaskedRecords`).
+
+    Parameters
+    ----------
+    fname, kwargs : For a description of input parameters, see `genfromtxt`.
+
+    See Also
+    --------
+    numpy.genfromtxt : generic function to load ASCII data.
+
+    Notes
+    -----
+    By default, `dtype` is None, which means that the data-type of the output
+    array will be determined from the data.
+
+    """
+    # Set default kwargs for genfromtxt as relevant to csv import.
+    kwargs.setdefault("case_sensitive", "lower")
+    kwargs.setdefault("names", True)
+    kwargs.setdefault("delimiter", ",")
+    kwargs.setdefault("dtype", None)
+    output = genfromtxt(fname, **kwargs)
+
+    usemask = kwargs.get("usemask", False)
+    if usemask:
+        from numpy.ma.mrecords import MaskedRecords
+        output = output.view(MaskedRecords)
+    else:
+        output = output.view(np.recarray)
+    return output
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/npyio.pyi b/venv/lib/python3.8/site-packages/numpy/lib/npyio.pyi
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@@ -0,0 +1 @@
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+"""Test functions for 1D array set operations.
+
+"""
+import numpy as np
+
+from numpy.testing import (assert_array_equal, assert_equal,
+                           assert_raises, assert_raises_regex)
+from numpy.lib.arraysetops import (
+    ediff1d, intersect1d, setxor1d, union1d, setdiff1d, unique, in1d, isin
+    )
+import pytest
+
+
+class TestSetOps:
+
+    def test_intersect1d(self):
+        # unique inputs
+        a = np.array([5, 7, 1, 2])
+        b = np.array([2, 4, 3, 1, 5])
+
+        ec = np.array([1, 2, 5])
+        c = intersect1d(a, b, assume_unique=True)
+        assert_array_equal(c, ec)
+
+        # non-unique inputs
+        a = np.array([5, 5, 7, 1, 2])
+        b = np.array([2, 1, 4, 3, 3, 1, 5])
+
+        ed = np.array([1, 2, 5])
+        c = intersect1d(a, b)
+        assert_array_equal(c, ed)
+        assert_array_equal([], intersect1d([], []))
+
+    def test_intersect1d_array_like(self):
+        # See gh-11772
+        class Test:
+            def __array__(self):
+                return np.arange(3)
+
+        a = Test()
+        res = intersect1d(a, a)
+        assert_array_equal(res, a)
+        res = intersect1d([1, 2, 3], [1, 2, 3])
+        assert_array_equal(res, [1, 2, 3])
+
+    def test_intersect1d_indices(self):
+        # unique inputs
+        a = np.array([1, 2, 3, 4])
+        b = np.array([2, 1, 4, 6])
+        c, i1, i2 = intersect1d(a, b, assume_unique=True, return_indices=True)
+        ee = np.array([1, 2, 4])
+        assert_array_equal(c, ee)
+        assert_array_equal(a[i1], ee)
+        assert_array_equal(b[i2], ee)
+
+        # non-unique inputs
+        a = np.array([1, 2, 2, 3, 4, 3, 2])
+        b = np.array([1, 8, 4, 2, 2, 3, 2, 3])
+        c, i1, i2 = intersect1d(a, b, return_indices=True)
+        ef = np.array([1, 2, 3, 4])
+        assert_array_equal(c, ef)
+        assert_array_equal(a[i1], ef)
+        assert_array_equal(b[i2], ef)
+
+        # non1d, unique inputs
+        a = np.array([[2, 4, 5, 6], [7, 8, 1, 15]])
+        b = np.array([[3, 2, 7, 6], [10, 12, 8, 9]])
+        c, i1, i2 = intersect1d(a, b, assume_unique=True, return_indices=True)
+        ui1 = np.unravel_index(i1, a.shape)
+        ui2 = np.unravel_index(i2, b.shape)
+        ea = np.array([2, 6, 7, 8])
+        assert_array_equal(ea, a[ui1])
+        assert_array_equal(ea, b[ui2])
+
+        # non1d, not assumed to be uniqueinputs
+        a = np.array([[2, 4, 5, 6, 6], [4, 7, 8, 7, 2]])
+        b = np.array([[3, 2, 7, 7], [10, 12, 8, 7]])
+        c, i1, i2 = intersect1d(a, b, return_indices=True)
+        ui1 = np.unravel_index(i1, a.shape)
+        ui2 = np.unravel_index(i2, b.shape)
+        ea = np.array([2, 7, 8])
+        assert_array_equal(ea, a[ui1])
+        assert_array_equal(ea, b[ui2])
+
+    def test_setxor1d(self):
+        a = np.array([5, 7, 1, 2])
+        b = np.array([2, 4, 3, 1, 5])
+
+        ec = np.array([3, 4, 7])
+        c = setxor1d(a, b)
+        assert_array_equal(c, ec)
+
+        a = np.array([1, 2, 3])
+        b = np.array([6, 5, 4])
+
+        ec = np.array([1, 2, 3, 4, 5, 6])
+        c = setxor1d(a, b)
+        assert_array_equal(c, ec)
+
+        a = np.array([1, 8, 2, 3])
+        b = np.array([6, 5, 4, 8])
+
+        ec = np.array([1, 2, 3, 4, 5, 6])
+        c = setxor1d(a, b)
+        assert_array_equal(c, ec)
+
+        assert_array_equal([], setxor1d([], []))
+
+    def test_ediff1d(self):
+        zero_elem = np.array([])
+        one_elem = np.array([1])
+        two_elem = np.array([1, 2])
+
+        assert_array_equal([], ediff1d(zero_elem))
+        assert_array_equal([0], ediff1d(zero_elem, to_begin=0))
+        assert_array_equal([0], ediff1d(zero_elem, to_end=0))
+        assert_array_equal([-1, 0], ediff1d(zero_elem, to_begin=-1, to_end=0))
+        assert_array_equal([], ediff1d(one_elem))
+        assert_array_equal([1], ediff1d(two_elem))
+        assert_array_equal([7, 1, 9], ediff1d(two_elem, to_begin=7, to_end=9))
+        assert_array_equal([5, 6, 1, 7, 8],
+                           ediff1d(two_elem, to_begin=[5, 6], to_end=[7, 8]))
+        assert_array_equal([1, 9], ediff1d(two_elem, to_end=9))
+        assert_array_equal([1, 7, 8], ediff1d(two_elem, to_end=[7, 8]))
+        assert_array_equal([7, 1], ediff1d(two_elem, to_begin=7))
+        assert_array_equal([5, 6, 1], ediff1d(two_elem, to_begin=[5, 6]))
+
+    @pytest.mark.parametrize("ary, prepend, append, expected", [
+        # should fail because trying to cast
+        # np.nan standard floating point value
+        # into an integer array:
+        (np.array([1, 2, 3], dtype=np.int64),
+         None,
+         np.nan,
+         'to_end'),
+        # should fail because attempting
+        # to downcast to int type:
+        (np.array([1, 2, 3], dtype=np.int64),
+         np.array([5, 7, 2], dtype=np.float32),
+         None,
+         'to_begin'),
+        # should fail because attempting to cast
+        # two special floating point values
+        # to integers (on both sides of ary),
+        # `to_begin` is in the error message as the impl checks this first:
+        (np.array([1., 3., 9.], dtype=np.int8),
+         np.nan,
+         np.nan,
+         'to_begin'),
+         ])
+    def test_ediff1d_forbidden_type_casts(self, ary, prepend, append, expected):
+        # verify resolution of gh-11490
+
+        # specifically, raise an appropriate
+        # Exception when attempting to append or
+        # prepend with an incompatible type
+        msg = 'dtype of `{}` must be compatible'.format(expected)
+        with assert_raises_regex(TypeError, msg):
+            ediff1d(ary=ary,
+                    to_end=append,
+                    to_begin=prepend)
+
+    @pytest.mark.parametrize(
+        "ary,prepend,append,expected",
+        [
+         (np.array([1, 2, 3], dtype=np.int16),
+          2**16,  # will be cast to int16 under same kind rule.
+          2**16 + 4,
+          np.array([0, 1, 1, 4], dtype=np.int16)),
+         (np.array([1, 2, 3], dtype=np.float32),
+          np.array([5], dtype=np.float64),
+          None,
+          np.array([5, 1, 1], dtype=np.float32)),
+         (np.array([1, 2, 3], dtype=np.int32),
+          0,
+          0,
+          np.array([0, 1, 1, 0], dtype=np.int32)),
+         (np.array([1, 2, 3], dtype=np.int64),
+          3,
+          -9,
+          np.array([3, 1, 1, -9], dtype=np.int64)),
+        ]
+    )
+    def test_ediff1d_scalar_handling(self,
+                                     ary,
+                                     prepend,
+                                     append,
+                                     expected):
+        # maintain backwards-compatibility
+        # of scalar prepend / append behavior
+        # in ediff1d following fix for gh-11490
+        actual = np.ediff1d(ary=ary,
+                            to_end=append,
+                            to_begin=prepend)
+        assert_equal(actual, expected)
+        assert actual.dtype == expected.dtype
+
+    def test_isin(self):
+        # the tests for in1d cover most of isin's behavior
+        # if in1d is removed, would need to change those tests to test
+        # isin instead.
+        def _isin_slow(a, b):
+            b = np.asarray(b).flatten().tolist()
+            return a in b
+        isin_slow = np.vectorize(_isin_slow, otypes=[bool], excluded={1})
+
+        def assert_isin_equal(a, b):
+            x = isin(a, b)
+            y = isin_slow(a, b)
+            assert_array_equal(x, y)
+
+        # multidimensional arrays in both arguments
+        a = np.arange(24).reshape([2, 3, 4])
+        b = np.array([[10, 20, 30], [0, 1, 3], [11, 22, 33]])
+        assert_isin_equal(a, b)
+
+        # array-likes as both arguments
+        c = [(9, 8), (7, 6)]
+        d = (9, 7)
+        assert_isin_equal(c, d)
+
+        # zero-d array:
+        f = np.array(3)
+        assert_isin_equal(f, b)
+        assert_isin_equal(a, f)
+        assert_isin_equal(f, f)
+
+        # scalar:
+        assert_isin_equal(5, b)
+        assert_isin_equal(a, 6)
+        assert_isin_equal(5, 6)
+
+        # empty array-like:
+        x = []
+        assert_isin_equal(x, b)
+        assert_isin_equal(a, x)
+        assert_isin_equal(x, x)
+
+    def test_in1d(self):
+        # we use two different sizes for the b array here to test the
+        # two different paths in in1d().
+        for mult in (1, 10):
+            # One check without np.array to make sure lists are handled correct
+            a = [5, 7, 1, 2]
+            b = [2, 4, 3, 1, 5] * mult
+            ec = np.array([True, False, True, True])
+            c = in1d(a, b, assume_unique=True)
+            assert_array_equal(c, ec)
+
+            a[0] = 8
+            ec = np.array([False, False, True, True])
+            c = in1d(a, b, assume_unique=True)
+            assert_array_equal(c, ec)
+
+            a[0], a[3] = 4, 8
+            ec = np.array([True, False, True, False])
+            c = in1d(a, b, assume_unique=True)
+            assert_array_equal(c, ec)
+
+            a = np.array([5, 4, 5, 3, 4, 4, 3, 4, 3, 5, 2, 1, 5, 5])
+            b = [2, 3, 4] * mult
+            ec = [False, True, False, True, True, True, True, True, True,
+                  False, True, False, False, False]
+            c = in1d(a, b)
+            assert_array_equal(c, ec)
+
+            b = b + [5, 5, 4] * mult
+            ec = [True, True, True, True, True, True, True, True, True, True,
+                  True, False, True, True]
+            c = in1d(a, b)
+            assert_array_equal(c, ec)
+
+            a = np.array([5, 7, 1, 2])
+            b = np.array([2, 4, 3, 1, 5] * mult)
+            ec = np.array([True, False, True, True])
+            c = in1d(a, b)
+            assert_array_equal(c, ec)
+
+            a = np.array([5, 7, 1, 1, 2])
+            b = np.array([2, 4, 3, 3, 1, 5] * mult)
+            ec = np.array([True, False, True, True, True])
+            c = in1d(a, b)
+            assert_array_equal(c, ec)
+
+            a = np.array([5, 5])
+            b = np.array([2, 2] * mult)
+            ec = np.array([False, False])
+            c = in1d(a, b)
+            assert_array_equal(c, ec)
+
+        a = np.array([5])
+        b = np.array([2])
+        ec = np.array([False])
+        c = in1d(a, b)
+        assert_array_equal(c, ec)
+
+        assert_array_equal(in1d([], []), [])
+
+    def test_in1d_char_array(self):
+        a = np.array(['a', 'b', 'c', 'd', 'e', 'c', 'e', 'b'])
+        b = np.array(['a', 'c'])
+
+        ec = np.array([True, False, True, False, False, True, False, False])
+        c = in1d(a, b)
+
+        assert_array_equal(c, ec)
+
+    def test_in1d_invert(self):
+        "Test in1d's invert parameter"
+        # We use two different sizes for the b array here to test the
+        # two different paths in in1d().
+        for mult in (1, 10):
+            a = np.array([5, 4, 5, 3, 4, 4, 3, 4, 3, 5, 2, 1, 5, 5])
+            b = [2, 3, 4] * mult
+            assert_array_equal(np.invert(in1d(a, b)), in1d(a, b, invert=True))
+
+    def test_in1d_ravel(self):
+        # Test that in1d ravels its input arrays. This is not documented
+        # behavior however. The test is to ensure consistentency.
+        a = np.arange(6).reshape(2, 3)
+        b = np.arange(3, 9).reshape(3, 2)
+        long_b = np.arange(3, 63).reshape(30, 2)
+        ec = np.array([False, False, False, True, True, True])
+
+        assert_array_equal(in1d(a, b, assume_unique=True), ec)
+        assert_array_equal(in1d(a, b, assume_unique=False), ec)
+        assert_array_equal(in1d(a, long_b, assume_unique=True), ec)
+        assert_array_equal(in1d(a, long_b, assume_unique=False), ec)
+
+    def test_in1d_first_array_is_object(self):
+        ar1 = [None]
+        ar2 = np.array([1]*10)
+        expected = np.array([False])
+        result = np.in1d(ar1, ar2)
+        assert_array_equal(result, expected)
+
+    def test_in1d_second_array_is_object(self):
+        ar1 = 1
+        ar2 = np.array([None]*10)
+        expected = np.array([False])
+        result = np.in1d(ar1, ar2)
+        assert_array_equal(result, expected)
+
+    def test_in1d_both_arrays_are_object(self):
+        ar1 = [None]
+        ar2 = np.array([None]*10)
+        expected = np.array([True])
+        result = np.in1d(ar1, ar2)
+        assert_array_equal(result, expected)
+
+    def test_in1d_both_arrays_have_structured_dtype(self):
+        # Test arrays of a structured data type containing an integer field
+        # and a field of dtype `object` allowing for arbitrary Python objects
+        dt = np.dtype([('field1', int), ('field2', object)])
+        ar1 = np.array([(1, None)], dtype=dt)
+        ar2 = np.array([(1, None)]*10, dtype=dt)
+        expected = np.array([True])
+        result = np.in1d(ar1, ar2)
+        assert_array_equal(result, expected)
+
+    def test_in1d_with_arrays_containing_tuples(self):
+        ar1 = np.array([(1,), 2], dtype=object)
+        ar2 = np.array([(1,), 2], dtype=object)
+        expected = np.array([True, True])
+        result = np.in1d(ar1, ar2)
+        assert_array_equal(result, expected)
+        result = np.in1d(ar1, ar2, invert=True)
+        assert_array_equal(result, np.invert(expected))
+
+        # An integer is added at the end of the array to make sure
+        # that the array builder will create the array with tuples
+        # and after it's created the integer is removed.
+        # There's a bug in the array constructor that doesn't handle
+        # tuples properly and adding the integer fixes that.
+        ar1 = np.array([(1,), (2, 1), 1], dtype=object)
+        ar1 = ar1[:-1]
+        ar2 = np.array([(1,), (2, 1), 1], dtype=object)
+        ar2 = ar2[:-1]
+        expected = np.array([True, True])
+        result = np.in1d(ar1, ar2)
+        assert_array_equal(result, expected)
+        result = np.in1d(ar1, ar2, invert=True)
+        assert_array_equal(result, np.invert(expected))
+
+        ar1 = np.array([(1,), (2, 3), 1], dtype=object)
+        ar1 = ar1[:-1]
+        ar2 = np.array([(1,), 2], dtype=object)
+        expected = np.array([True, False])
+        result = np.in1d(ar1, ar2)
+        assert_array_equal(result, expected)
+        result = np.in1d(ar1, ar2, invert=True)
+        assert_array_equal(result, np.invert(expected))
+
+    def test_union1d(self):
+        a = np.array([5, 4, 7, 1, 2])
+        b = np.array([2, 4, 3, 3, 2, 1, 5])
+
+        ec = np.array([1, 2, 3, 4, 5, 7])
+        c = union1d(a, b)
+        assert_array_equal(c, ec)
+
+        # Tests gh-10340, arguments to union1d should be
+        # flattened if they are not already 1D
+        x = np.array([[0, 1, 2], [3, 4, 5]])
+        y = np.array([0, 1, 2, 3, 4])
+        ez = np.array([0, 1, 2, 3, 4, 5])
+        z = union1d(x, y)
+        assert_array_equal(z, ez)
+
+        assert_array_equal([], union1d([], []))
+
+    def test_setdiff1d(self):
+        a = np.array([6, 5, 4, 7, 1, 2, 7, 4])
+        b = np.array([2, 4, 3, 3, 2, 1, 5])
+
+        ec = np.array([6, 7])
+        c = setdiff1d(a, b)
+        assert_array_equal(c, ec)
+
+        a = np.arange(21)
+        b = np.arange(19)
+        ec = np.array([19, 20])
+        c = setdiff1d(a, b)
+        assert_array_equal(c, ec)
+
+        assert_array_equal([], setdiff1d([], []))
+        a = np.array((), np.uint32)
+        assert_equal(setdiff1d(a, []).dtype, np.uint32)
+
+    def test_setdiff1d_unique(self):
+        a = np.array([3, 2, 1])
+        b = np.array([7, 5, 2])
+        expected = np.array([3, 1])
+        actual = setdiff1d(a, b, assume_unique=True)
+        assert_equal(actual, expected)
+
+    def test_setdiff1d_char_array(self):
+        a = np.array(['a', 'b', 'c'])
+        b = np.array(['a', 'b', 's'])
+        assert_array_equal(setdiff1d(a, b), np.array(['c']))
+
+    def test_manyways(self):
+        a = np.array([5, 7, 1, 2, 8])
+        b = np.array([9, 8, 2, 4, 3, 1, 5])
+
+        c1 = setxor1d(a, b)
+        aux1 = intersect1d(a, b)
+        aux2 = union1d(a, b)
+        c2 = setdiff1d(aux2, aux1)
+        assert_array_equal(c1, c2)
+
+
+class TestUnique:
+
+    def test_unique_1d(self):
+
+        def check_all(a, b, i1, i2, c, dt):
+            base_msg = 'check {0} failed for type {1}'
+
+            msg = base_msg.format('values', dt)
+            v = unique(a)
+            assert_array_equal(v, b, msg)
+
+            msg = base_msg.format('return_index', dt)
+            v, j = unique(a, True, False, False)
+            assert_array_equal(v, b, msg)
+            assert_array_equal(j, i1, msg)
+
+            msg = base_msg.format('return_inverse', dt)
+            v, j = unique(a, False, True, False)
+            assert_array_equal(v, b, msg)
+            assert_array_equal(j, i2, msg)
+
+            msg = base_msg.format('return_counts', dt)
+            v, j = unique(a, False, False, True)
+            assert_array_equal(v, b, msg)
+            assert_array_equal(j, c, msg)
+
+            msg = base_msg.format('return_index and return_inverse', dt)
+            v, j1, j2 = unique(a, True, True, False)
+            assert_array_equal(v, b, msg)
+            assert_array_equal(j1, i1, msg)
+            assert_array_equal(j2, i2, msg)
+
+            msg = base_msg.format('return_index and return_counts', dt)
+            v, j1, j2 = unique(a, True, False, True)
+            assert_array_equal(v, b, msg)
+            assert_array_equal(j1, i1, msg)
+            assert_array_equal(j2, c, msg)
+
+            msg = base_msg.format('return_inverse and return_counts', dt)
+            v, j1, j2 = unique(a, False, True, True)
+            assert_array_equal(v, b, msg)
+            assert_array_equal(j1, i2, msg)
+            assert_array_equal(j2, c, msg)
+
+            msg = base_msg.format(('return_index, return_inverse '
+                                   'and return_counts'), dt)
+            v, j1, j2, j3 = unique(a, True, True, True)
+            assert_array_equal(v, b, msg)
+            assert_array_equal(j1, i1, msg)
+            assert_array_equal(j2, i2, msg)
+            assert_array_equal(j3, c, msg)
+
+        a = [5, 7, 1, 2, 1, 5, 7]*10
+        b = [1, 2, 5, 7]
+        i1 = [2, 3, 0, 1]
+        i2 = [2, 3, 0, 1, 0, 2, 3]*10
+        c = np.multiply([2, 1, 2, 2], 10)
+
+        # test for numeric arrays
+        types = []
+        types.extend(np.typecodes['AllInteger'])
+        types.extend(np.typecodes['AllFloat'])
+        types.append('datetime64[D]')
+        types.append('timedelta64[D]')
+        for dt in types:
+            aa = np.array(a, dt)
+            bb = np.array(b, dt)
+            check_all(aa, bb, i1, i2, c, dt)
+
+        # test for object arrays
+        dt = 'O'
+        aa = np.empty(len(a), dt)
+        aa[:] = a
+        bb = np.empty(len(b), dt)
+        bb[:] = b
+        check_all(aa, bb, i1, i2, c, dt)
+
+        # test for structured arrays
+        dt = [('', 'i'), ('', 'i')]
+        aa = np.array(list(zip(a, a)), dt)
+        bb = np.array(list(zip(b, b)), dt)
+        check_all(aa, bb, i1, i2, c, dt)
+
+        # test for ticket #2799
+        aa = [1. + 0.j, 1 - 1.j, 1]
+        assert_array_equal(np.unique(aa), [1. - 1.j, 1. + 0.j])
+
+        # test for ticket #4785
+        a = [(1, 2), (1, 2), (2, 3)]
+        unq = [1, 2, 3]
+        inv = [0, 1, 0, 1, 1, 2]
+        a1 = unique(a)
+        assert_array_equal(a1, unq)
+        a2, a2_inv = unique(a, return_inverse=True)
+        assert_array_equal(a2, unq)
+        assert_array_equal(a2_inv, inv)
+
+        # test for chararrays with return_inverse (gh-5099)
+        a = np.chararray(5)
+        a[...] = ''
+        a2, a2_inv = np.unique(a, return_inverse=True)
+        assert_array_equal(a2_inv, np.zeros(5))
+
+        # test for ticket #9137
+        a = []
+        a1_idx = np.unique(a, return_index=True)[1]
+        a2_inv = np.unique(a, return_inverse=True)[1]
+        a3_idx, a3_inv = np.unique(a, return_index=True,
+                                   return_inverse=True)[1:]
+        assert_equal(a1_idx.dtype, np.intp)
+        assert_equal(a2_inv.dtype, np.intp)
+        assert_equal(a3_idx.dtype, np.intp)
+        assert_equal(a3_inv.dtype, np.intp)
+
+        # test for ticket 2111 - float
+        a = [2.0, np.nan, 1.0, np.nan]
+        ua = [1.0, 2.0, np.nan]
+        ua_idx = [2, 0, 1]
+        ua_inv = [1, 2, 0, 2]
+        ua_cnt = [1, 1, 2]
+        assert_equal(np.unique(a), ua)
+        assert_equal(np.unique(a, return_index=True), (ua, ua_idx))
+        assert_equal(np.unique(a, return_inverse=True), (ua, ua_inv))
+        assert_equal(np.unique(a, return_counts=True), (ua, ua_cnt))
+
+        # test for ticket 2111 - complex
+        a = [2.0-1j, np.nan, 1.0+1j, complex(0.0, np.nan), complex(1.0, np.nan)]
+        ua = [1.0+1j, 2.0-1j, complex(0.0, np.nan)]
+        ua_idx = [2, 0, 3]
+        ua_inv = [1, 2, 0, 2, 2]
+        ua_cnt = [1, 1, 3]
+        assert_equal(np.unique(a), ua)
+        assert_equal(np.unique(a, return_index=True), (ua, ua_idx))
+        assert_equal(np.unique(a, return_inverse=True), (ua, ua_inv))
+        assert_equal(np.unique(a, return_counts=True), (ua, ua_cnt))
+
+        # test for ticket 2111 - datetime64
+        nat = np.datetime64('nat')
+        a = [np.datetime64('2020-12-26'), nat, np.datetime64('2020-12-24'), nat]
+        ua = [np.datetime64('2020-12-24'), np.datetime64('2020-12-26'), nat]
+        ua_idx = [2, 0, 1]
+        ua_inv = [1, 2, 0, 2]
+        ua_cnt = [1, 1, 2]
+        assert_equal(np.unique(a), ua)
+        assert_equal(np.unique(a, return_index=True), (ua, ua_idx))
+        assert_equal(np.unique(a, return_inverse=True), (ua, ua_inv))
+        assert_equal(np.unique(a, return_counts=True), (ua, ua_cnt))
+
+        # test for ticket 2111 - timedelta
+        nat = np.timedelta64('nat')
+        a = [np.timedelta64(1, 'D'), nat, np.timedelta64(1, 'h'), nat]
+        ua = [np.timedelta64(1, 'h'), np.timedelta64(1, 'D'), nat]
+        ua_idx = [2, 0, 1]
+        ua_inv = [1, 2, 0, 2]
+        ua_cnt = [1, 1, 2]
+        assert_equal(np.unique(a), ua)
+        assert_equal(np.unique(a, return_index=True), (ua, ua_idx))
+        assert_equal(np.unique(a, return_inverse=True), (ua, ua_inv))
+        assert_equal(np.unique(a, return_counts=True), (ua, ua_cnt))
+
+        # test for gh-19300
+        all_nans = [np.nan] * 4
+        ua = [np.nan]
+        ua_idx = [0]
+        ua_inv = [0, 0, 0, 0]
+        ua_cnt = [4]
+        assert_equal(np.unique(all_nans), ua)
+        assert_equal(np.unique(all_nans, return_index=True), (ua, ua_idx))
+        assert_equal(np.unique(all_nans, return_inverse=True), (ua, ua_inv))
+        assert_equal(np.unique(all_nans, return_counts=True), (ua, ua_cnt))
+
+    def test_unique_axis_errors(self):
+        assert_raises(TypeError, self._run_axis_tests, object)
+        assert_raises(TypeError, self._run_axis_tests,
+                      [('a', int), ('b', object)])
+
+        assert_raises(np.AxisError, unique, np.arange(10), axis=2)
+        assert_raises(np.AxisError, unique, np.arange(10), axis=-2)
+
+    def test_unique_axis_list(self):
+        msg = "Unique failed on list of lists"
+        inp = [[0, 1, 0], [0, 1, 0]]
+        inp_arr = np.asarray(inp)
+        assert_array_equal(unique(inp, axis=0), unique(inp_arr, axis=0), msg)
+        assert_array_equal(unique(inp, axis=1), unique(inp_arr, axis=1), msg)
+
+    def test_unique_axis(self):
+        types = []
+        types.extend(np.typecodes['AllInteger'])
+        types.extend(np.typecodes['AllFloat'])
+        types.append('datetime64[D]')
+        types.append('timedelta64[D]')
+        types.append([('a', int), ('b', int)])
+        types.append([('a', int), ('b', float)])
+
+        for dtype in types:
+            self._run_axis_tests(dtype)
+
+        msg = 'Non-bitwise-equal booleans test failed'
+        data = np.arange(10, dtype=np.uint8).reshape(-1, 2).view(bool)
+        result = np.array([[False, True], [True, True]], dtype=bool)
+        assert_array_equal(unique(data, axis=0), result, msg)
+
+        msg = 'Negative zero equality test failed'
+        data = np.array([[-0.0, 0.0], [0.0, -0.0], [-0.0, 0.0], [0.0, -0.0]])
+        result = np.array([[-0.0, 0.0]])
+        assert_array_equal(unique(data, axis=0), result, msg)
+
+    @pytest.mark.parametrize("axis", [0, -1])
+    def test_unique_1d_with_axis(self, axis):
+        x = np.array([4, 3, 2, 3, 2, 1, 2, 2])
+        uniq = unique(x, axis=axis)
+        assert_array_equal(uniq, [1, 2, 3, 4])
+
+    def test_unique_axis_zeros(self):
+        # issue 15559
+        single_zero = np.empty(shape=(2, 0), dtype=np.int8)
+        uniq, idx, inv, cnt = unique(single_zero, axis=0, return_index=True,
+                                     return_inverse=True, return_counts=True)
+
+        # there's 1 element of shape (0,) along axis 0
+        assert_equal(uniq.dtype, single_zero.dtype)
+        assert_array_equal(uniq, np.empty(shape=(1, 0)))
+        assert_array_equal(idx, np.array([0]))
+        assert_array_equal(inv, np.array([0, 0]))
+        assert_array_equal(cnt, np.array([2]))
+
+        # there's 0 elements of shape (2,) along axis 1
+        uniq, idx, inv, cnt = unique(single_zero, axis=1, return_index=True,
+                                     return_inverse=True, return_counts=True)
+
+        assert_equal(uniq.dtype, single_zero.dtype)
+        assert_array_equal(uniq, np.empty(shape=(2, 0)))
+        assert_array_equal(idx, np.array([]))
+        assert_array_equal(inv, np.array([]))
+        assert_array_equal(cnt, np.array([]))
+
+        # test a "complicated" shape
+        shape = (0, 2, 0, 3, 0, 4, 0)
+        multiple_zeros = np.empty(shape=shape)
+        for axis in range(len(shape)):
+            expected_shape = list(shape)
+            if shape[axis] == 0:
+                expected_shape[axis] = 0
+            else:
+                expected_shape[axis] = 1
+
+            assert_array_equal(unique(multiple_zeros, axis=axis),
+                               np.empty(shape=expected_shape))
+
+    def test_unique_masked(self):
+        # issue 8664
+        x = np.array([64, 0, 1, 2, 3, 63, 63, 0, 0, 0, 1, 2, 0, 63, 0],
+                     dtype='uint8')
+        y = np.ma.masked_equal(x, 0)
+
+        v = np.unique(y)
+        v2, i, c = np.unique(y, return_index=True, return_counts=True)
+
+        msg = 'Unique returned different results when asked for index'
+        assert_array_equal(v.data, v2.data, msg)
+        assert_array_equal(v.mask, v2.mask, msg)
+
+    def test_unique_sort_order_with_axis(self):
+        # These tests fail if sorting along axis is done by treating subarrays
+        # as unsigned byte strings.  See gh-10495.
+        fmt = "sort order incorrect for integer type '%s'"
+        for dt in 'bhilq':
+            a = np.array([[-1], [0]], dt)
+            b = np.unique(a, axis=0)
+            assert_array_equal(a, b, fmt % dt)
+
+    def _run_axis_tests(self, dtype):
+        data = np.array([[0, 1, 0, 0],
+                         [1, 0, 0, 0],
+                         [0, 1, 0, 0],
+                         [1, 0, 0, 0]]).astype(dtype)
+
+        msg = 'Unique with 1d array and axis=0 failed'
+        result = np.array([0, 1])
+        assert_array_equal(unique(data), result.astype(dtype), msg)
+
+        msg = 'Unique with 2d array and axis=0 failed'
+        result = np.array([[0, 1, 0, 0], [1, 0, 0, 0]])
+        assert_array_equal(unique(data, axis=0), result.astype(dtype), msg)
+
+        msg = 'Unique with 2d array and axis=1 failed'
+        result = np.array([[0, 0, 1], [0, 1, 0], [0, 0, 1], [0, 1, 0]])
+        assert_array_equal(unique(data, axis=1), result.astype(dtype), msg)
+
+        msg = 'Unique with 3d array and axis=2 failed'
+        data3d = np.array([[[1, 1],
+                            [1, 0]],
+                           [[0, 1],
+                            [0, 0]]]).astype(dtype)
+        result = np.take(data3d, [1, 0], axis=2)
+        assert_array_equal(unique(data3d, axis=2), result, msg)
+
+        uniq, idx, inv, cnt = unique(data, axis=0, return_index=True,
+                                     return_inverse=True, return_counts=True)
+        msg = "Unique's return_index=True failed with axis=0"
+        assert_array_equal(data[idx], uniq, msg)
+        msg = "Unique's return_inverse=True failed with axis=0"
+        assert_array_equal(uniq[inv], data)
+        msg = "Unique's return_counts=True failed with axis=0"
+        assert_array_equal(cnt, np.array([2, 2]), msg)
+
+        uniq, idx, inv, cnt = unique(data, axis=1, return_index=True,
+                                     return_inverse=True, return_counts=True)
+        msg = "Unique's return_index=True failed with axis=1"
+        assert_array_equal(data[:, idx], uniq)
+        msg = "Unique's return_inverse=True failed with axis=1"
+        assert_array_equal(uniq[:, inv], data)
+        msg = "Unique's return_counts=True failed with axis=1"
+        assert_array_equal(cnt, np.array([2, 1, 1]), msg)
+
+    def test_unique_nanequals(self):
+        # issue 20326
+        a = np.array([1, 1, np.nan, np.nan, np.nan])
+        unq = np.unique(a)
+        not_unq = np.unique(a, equal_nan=False)
+        assert_array_equal(unq, np.array([1, np.nan]))
+        assert_array_equal(not_unq, np.array([1, np.nan, np.nan, np.nan]))
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_arrayterator.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_arrayterator.py
new file mode 120000
index 0000000..06712d0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_arrayterator.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/01/8b/36/4b05796a7920c27bca23d4523b58d9724d75f27bb74b26789e0cd936ca
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_financial_expired.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_financial_expired.py
new file mode 120000
index 0000000..b1c2ceb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_financial_expired.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ca/ae/66/a8632faa99228b0f42b9984982b61aed2aae8f5997aff1be22f0058302
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_format.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_format.py
new file mode 120000
index 0000000..5062f12
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_format.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ee/89/56/a452bb5add32d57c214da6861faee7705f422c9bc41fa4fea826796fe7
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_function_base.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_function_base.py
new file mode 100644
index 0000000..865b919
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_function_base.py
@@ -0,0 +1,3918 @@
+import operator
+import warnings
+import sys
+import decimal
+from fractions import Fraction
+import math
+import pytest
+import hypothesis
+from hypothesis.extra.numpy import arrays
+import hypothesis.strategies as st
+
+
+import numpy as np
+from numpy import ma
+from numpy.testing import (
+    assert_, assert_equal, assert_array_equal, assert_almost_equal,
+    assert_array_almost_equal, assert_raises, assert_allclose, IS_PYPY,
+    assert_warns, assert_raises_regex, suppress_warnings, HAS_REFCOUNT,
+    )
+import numpy.lib.function_base as nfb
+from numpy.random import rand
+from numpy.lib import (
+    add_newdoc_ufunc, angle, average, bartlett, blackman, corrcoef, cov,
+    delete, diff, digitize, extract, flipud, gradient, hamming, hanning,
+    i0, insert, interp, kaiser, meshgrid, msort, piecewise, place, rot90,
+    select, setxor1d, sinc, trapz, trim_zeros, unwrap, unique, vectorize
+    )
+
+
+def get_mat(n):
+    data = np.arange(n)
+    data = np.add.outer(data, data)
+    return data
+
+
+def _make_complex(real, imag):
+    """
+    Like real + 1j * imag, but behaves as expected when imag contains non-finite
+    values
+    """
+    ret = np.zeros(np.broadcast(real, imag).shape, np.complex_)
+    ret.real = real
+    ret.imag = imag
+    return ret
+
+
+class TestRot90:
+    def test_basic(self):
+        assert_raises(ValueError, rot90, np.ones(4))
+        assert_raises(ValueError, rot90, np.ones((2,2,2)), axes=(0,1,2))
+        assert_raises(ValueError, rot90, np.ones((2,2)), axes=(0,2))
+        assert_raises(ValueError, rot90, np.ones((2,2)), axes=(1,1))
+        assert_raises(ValueError, rot90, np.ones((2,2,2)), axes=(-2,1))
+
+        a = [[0, 1, 2],
+             [3, 4, 5]]
+        b1 = [[2, 5],
+              [1, 4],
+              [0, 3]]
+        b2 = [[5, 4, 3],
+              [2, 1, 0]]
+        b3 = [[3, 0],
+              [4, 1],
+              [5, 2]]
+        b4 = [[0, 1, 2],
+              [3, 4, 5]]
+
+        for k in range(-3, 13, 4):
+            assert_equal(rot90(a, k=k), b1)
+        for k in range(-2, 13, 4):
+            assert_equal(rot90(a, k=k), b2)
+        for k in range(-1, 13, 4):
+            assert_equal(rot90(a, k=k), b3)
+        for k in range(0, 13, 4):
+            assert_equal(rot90(a, k=k), b4)
+
+        assert_equal(rot90(rot90(a, axes=(0,1)), axes=(1,0)), a)
+        assert_equal(rot90(a, k=1, axes=(1,0)), rot90(a, k=-1, axes=(0,1)))
+
+    def test_axes(self):
+        a = np.ones((50, 40, 3))
+        assert_equal(rot90(a).shape, (40, 50, 3))
+        assert_equal(rot90(a, axes=(0,2)), rot90(a, axes=(0,-1)))
+        assert_equal(rot90(a, axes=(1,2)), rot90(a, axes=(-2,-1)))
+
+    def test_rotation_axes(self):
+        a = np.arange(8).reshape((2,2,2))
+
+        a_rot90_01 = [[[2, 3],
+                       [6, 7]],
+                      [[0, 1],
+                       [4, 5]]]
+        a_rot90_12 = [[[1, 3],
+                       [0, 2]],
+                      [[5, 7],
+                       [4, 6]]]
+        a_rot90_20 = [[[4, 0],
+                       [6, 2]],
+                      [[5, 1],
+                       [7, 3]]]
+        a_rot90_10 = [[[4, 5],
+                       [0, 1]],
+                      [[6, 7],
+                       [2, 3]]]
+
+        assert_equal(rot90(a, axes=(0, 1)), a_rot90_01)
+        assert_equal(rot90(a, axes=(1, 0)), a_rot90_10)
+        assert_equal(rot90(a, axes=(1, 2)), a_rot90_12)
+
+        for k in range(1,5):
+            assert_equal(rot90(a, k=k, axes=(2, 0)),
+                         rot90(a_rot90_20, k=k-1, axes=(2, 0)))
+
+
+class TestFlip:
+
+    def test_axes(self):
+        assert_raises(np.AxisError, np.flip, np.ones(4), axis=1)
+        assert_raises(np.AxisError, np.flip, np.ones((4, 4)), axis=2)
+        assert_raises(np.AxisError, np.flip, np.ones((4, 4)), axis=-3)
+        assert_raises(np.AxisError, np.flip, np.ones((4, 4)), axis=(0, 3))
+
+    def test_basic_lr(self):
+        a = get_mat(4)
+        b = a[:, ::-1]
+        assert_equal(np.flip(a, 1), b)
+        a = [[0, 1, 2],
+             [3, 4, 5]]
+        b = [[2, 1, 0],
+             [5, 4, 3]]
+        assert_equal(np.flip(a, 1), b)
+
+    def test_basic_ud(self):
+        a = get_mat(4)
+        b = a[::-1, :]
+        assert_equal(np.flip(a, 0), b)
+        a = [[0, 1, 2],
+             [3, 4, 5]]
+        b = [[3, 4, 5],
+             [0, 1, 2]]
+        assert_equal(np.flip(a, 0), b)
+
+    def test_3d_swap_axis0(self):
+        a = np.array([[[0, 1],
+                       [2, 3]],
+                      [[4, 5],
+                       [6, 7]]])
+
+        b = np.array([[[4, 5],
+                       [6, 7]],
+                      [[0, 1],
+                       [2, 3]]])
+
+        assert_equal(np.flip(a, 0), b)
+
+    def test_3d_swap_axis1(self):
+        a = np.array([[[0, 1],
+                       [2, 3]],
+                      [[4, 5],
+                       [6, 7]]])
+
+        b = np.array([[[2, 3],
+                       [0, 1]],
+                      [[6, 7],
+                       [4, 5]]])
+
+        assert_equal(np.flip(a, 1), b)
+
+    def test_3d_swap_axis2(self):
+        a = np.array([[[0, 1],
+                       [2, 3]],
+                      [[4, 5],
+                       [6, 7]]])
+
+        b = np.array([[[1, 0],
+                       [3, 2]],
+                      [[5, 4],
+                       [7, 6]]])
+
+        assert_equal(np.flip(a, 2), b)
+
+    def test_4d(self):
+        a = np.arange(2 * 3 * 4 * 5).reshape(2, 3, 4, 5)
+        for i in range(a.ndim):
+            assert_equal(np.flip(a, i),
+                         np.flipud(a.swapaxes(0, i)).swapaxes(i, 0))
+
+    def test_default_axis(self):
+        a = np.array([[1, 2, 3],
+                      [4, 5, 6]])
+        b = np.array([[6, 5, 4],
+                      [3, 2, 1]])
+        assert_equal(np.flip(a), b)
+
+    def test_multiple_axes(self):
+        a = np.array([[[0, 1],
+                       [2, 3]],
+                      [[4, 5],
+                       [6, 7]]])
+
+        assert_equal(np.flip(a, axis=()), a)
+
+        b = np.array([[[5, 4],
+                       [7, 6]],
+                      [[1, 0],
+                       [3, 2]]])
+
+        assert_equal(np.flip(a, axis=(0, 2)), b)
+
+        c = np.array([[[3, 2],
+                       [1, 0]],
+                      [[7, 6],
+                       [5, 4]]])
+
+        assert_equal(np.flip(a, axis=(1, 2)), c)
+
+
+class TestAny:
+
+    def test_basic(self):
+        y1 = [0, 0, 1, 0]
+        y2 = [0, 0, 0, 0]
+        y3 = [1, 0, 1, 0]
+        assert_(np.any(y1))
+        assert_(np.any(y3))
+        assert_(not np.any(y2))
+
+    def test_nd(self):
+        y1 = [[0, 0, 0], [0, 1, 0], [1, 1, 0]]
+        assert_(np.any(y1))
+        assert_array_equal(np.sometrue(y1, axis=0), [1, 1, 0])
+        assert_array_equal(np.sometrue(y1, axis=1), [0, 1, 1])
+
+
+class TestAll:
+
+    def test_basic(self):
+        y1 = [0, 1, 1, 0]
+        y2 = [0, 0, 0, 0]
+        y3 = [1, 1, 1, 1]
+        assert_(not np.all(y1))
+        assert_(np.all(y3))
+        assert_(not np.all(y2))
+        assert_(np.all(~np.array(y2)))
+
+    def test_nd(self):
+        y1 = [[0, 0, 1], [0, 1, 1], [1, 1, 1]]
+        assert_(not np.all(y1))
+        assert_array_equal(np.alltrue(y1, axis=0), [0, 0, 1])
+        assert_array_equal(np.alltrue(y1, axis=1), [0, 0, 1])
+
+
+class TestCopy:
+
+    def test_basic(self):
+        a = np.array([[1, 2], [3, 4]])
+        a_copy = np.copy(a)
+        assert_array_equal(a, a_copy)
+        a_copy[0, 0] = 10
+        assert_equal(a[0, 0], 1)
+        assert_equal(a_copy[0, 0], 10)
+
+    def test_order(self):
+        # It turns out that people rely on np.copy() preserving order by
+        # default; changing this broke scikit-learn:
+        # github.com/scikit-learn/scikit-learn/commit/7842748cf777412c506a8c0ed28090711d3a3783  # noqa
+        a = np.array([[1, 2], [3, 4]])
+        assert_(a.flags.c_contiguous)
+        assert_(not a.flags.f_contiguous)
+        a_fort = np.array([[1, 2], [3, 4]], order="F")
+        assert_(not a_fort.flags.c_contiguous)
+        assert_(a_fort.flags.f_contiguous)
+        a_copy = np.copy(a)
+        assert_(a_copy.flags.c_contiguous)
+        assert_(not a_copy.flags.f_contiguous)
+        a_fort_copy = np.copy(a_fort)
+        assert_(not a_fort_copy.flags.c_contiguous)
+        assert_(a_fort_copy.flags.f_contiguous)
+
+    def test_subok(self):
+        mx = ma.ones(5)
+        assert_(not ma.isMaskedArray(np.copy(mx, subok=False)))
+        assert_(ma.isMaskedArray(np.copy(mx, subok=True)))
+        # Default behavior
+        assert_(not ma.isMaskedArray(np.copy(mx)))
+
+
+class TestAverage:
+
+    def test_basic(self):
+        y1 = np.array([1, 2, 3])
+        assert_(average(y1, axis=0) == 2.)
+        y2 = np.array([1., 2., 3.])
+        assert_(average(y2, axis=0) == 2.)
+        y3 = [0., 0., 0.]
+        assert_(average(y3, axis=0) == 0.)
+
+        y4 = np.ones((4, 4))
+        y4[0, 1] = 0
+        y4[1, 0] = 2
+        assert_almost_equal(y4.mean(0), average(y4, 0))
+        assert_almost_equal(y4.mean(1), average(y4, 1))
+
+        y5 = rand(5, 5)
+        assert_almost_equal(y5.mean(0), average(y5, 0))
+        assert_almost_equal(y5.mean(1), average(y5, 1))
+
+    @pytest.mark.parametrize(
+        'x, axis, expected_avg, weights, expected_wavg, expected_wsum',
+        [([1, 2, 3], None, [2.0], [3, 4, 1], [1.75], [8.0]),
+         ([[1, 2, 5], [1, 6, 11]], 0, [[1.0, 4.0, 8.0]],
+          [1, 3], [[1.0, 5.0, 9.5]], [[4, 4, 4]])],
+    )
+    def test_basic_keepdims(self, x, axis, expected_avg,
+                            weights, expected_wavg, expected_wsum):
+        avg = np.average(x, axis=axis, keepdims=True)
+        assert avg.shape == np.shape(expected_avg)
+        assert_array_equal(avg, expected_avg)
+
+        wavg = np.average(x, axis=axis, weights=weights, keepdims=True)
+        assert wavg.shape == np.shape(expected_wavg)
+        assert_array_equal(wavg, expected_wavg)
+
+        wavg, wsum = np.average(x, axis=axis, weights=weights, returned=True,
+                                keepdims=True)
+        assert wavg.shape == np.shape(expected_wavg)
+        assert_array_equal(wavg, expected_wavg)
+        assert wsum.shape == np.shape(expected_wsum)
+        assert_array_equal(wsum, expected_wsum)
+
+    def test_weights(self):
+        y = np.arange(10)
+        w = np.arange(10)
+        actual = average(y, weights=w)
+        desired = (np.arange(10) ** 2).sum() * 1. / np.arange(10).sum()
+        assert_almost_equal(actual, desired)
+
+        y1 = np.array([[1, 2, 3], [4, 5, 6]])
+        w0 = [1, 2]
+        actual = average(y1, weights=w0, axis=0)
+        desired = np.array([3., 4., 5.])
+        assert_almost_equal(actual, desired)
+
+        w1 = [0, 0, 1]
+        actual = average(y1, weights=w1, axis=1)
+        desired = np.array([3., 6.])
+        assert_almost_equal(actual, desired)
+
+        # This should raise an error. Can we test for that ?
+        # assert_equal(average(y1, weights=w1), 9./2.)
+
+        # 2D Case
+        w2 = [[0, 0, 1], [0, 0, 2]]
+        desired = np.array([3., 6.])
+        assert_array_equal(average(y1, weights=w2, axis=1), desired)
+        assert_equal(average(y1, weights=w2), 5.)
+
+        y3 = rand(5).astype(np.float32)
+        w3 = rand(5).astype(np.float64)
+
+        assert_(np.average(y3, weights=w3).dtype == np.result_type(y3, w3))
+
+        # test weights with `keepdims=False` and `keepdims=True`
+        x = np.array([2, 3, 4]).reshape(3, 1)
+        w = np.array([4, 5, 6]).reshape(3, 1)
+
+        actual = np.average(x, weights=w, axis=1, keepdims=False)
+        desired = np.array([2., 3., 4.])
+        assert_array_equal(actual, desired)
+
+        actual = np.average(x, weights=w, axis=1, keepdims=True)
+        desired = np.array([[2.], [3.], [4.]])
+        assert_array_equal(actual, desired)
+
+    def test_returned(self):
+        y = np.array([[1, 2, 3], [4, 5, 6]])
+
+        # No weights
+        avg, scl = average(y, returned=True)
+        assert_equal(scl, 6.)
+
+        avg, scl = average(y, 0, returned=True)
+        assert_array_equal(scl, np.array([2., 2., 2.]))
+
+        avg, scl = average(y, 1, returned=True)
+        assert_array_equal(scl, np.array([3., 3.]))
+
+        # With weights
+        w0 = [1, 2]
+        avg, scl = average(y, weights=w0, axis=0, returned=True)
+        assert_array_equal(scl, np.array([3., 3., 3.]))
+
+        w1 = [1, 2, 3]
+        avg, scl = average(y, weights=w1, axis=1, returned=True)
+        assert_array_equal(scl, np.array([6., 6.]))
+
+        w2 = [[0, 0, 1], [1, 2, 3]]
+        avg, scl = average(y, weights=w2, axis=1, returned=True)
+        assert_array_equal(scl, np.array([1., 6.]))
+
+    def test_subclasses(self):
+        class subclass(np.ndarray):
+            pass
+        a = np.array([[1,2],[3,4]]).view(subclass)
+        w = np.array([[1,2],[3,4]]).view(subclass)
+
+        assert_equal(type(np.average(a)), subclass)
+        assert_equal(type(np.average(a, weights=w)), subclass)
+
+    def test_upcasting(self):
+        typs = [('i4', 'i4', 'f8'), ('i4', 'f4', 'f8'), ('f4', 'i4', 'f8'),
+                 ('f4', 'f4', 'f4'), ('f4', 'f8', 'f8')]
+        for at, wt, rt in typs:
+            a = np.array([[1,2],[3,4]], dtype=at)
+            w = np.array([[1,2],[3,4]], dtype=wt)
+            assert_equal(np.average(a, weights=w).dtype, np.dtype(rt))
+
+    def test_object_dtype(self):
+        a = np.array([decimal.Decimal(x) for x in range(10)])
+        w = np.array([decimal.Decimal(1) for _ in range(10)])
+        w /= w.sum()
+        assert_almost_equal(a.mean(0), average(a, weights=w))
+
+class TestSelect:
+    choices = [np.array([1, 2, 3]),
+               np.array([4, 5, 6]),
+               np.array([7, 8, 9])]
+    conditions = [np.array([False, False, False]),
+                  np.array([False, True, False]),
+                  np.array([False, False, True])]
+
+    def _select(self, cond, values, default=0):
+        output = []
+        for m in range(len(cond)):
+            output += [V[m] for V, C in zip(values, cond) if C[m]] or [default]
+        return output
+
+    def test_basic(self):
+        choices = self.choices
+        conditions = self.conditions
+        assert_array_equal(select(conditions, choices, default=15),
+                           self._select(conditions, choices, default=15))
+
+        assert_equal(len(choices), 3)
+        assert_equal(len(conditions), 3)
+
+    def test_broadcasting(self):
+        conditions = [np.array(True), np.array([False, True, False])]
+        choices = [1, np.arange(12).reshape(4, 3)]
+        assert_array_equal(select(conditions, choices), np.ones((4, 3)))
+        # default can broadcast too:
+        assert_equal(select([True], [0], default=[0]).shape, (1,))
+
+    def test_return_dtype(self):
+        assert_equal(select(self.conditions, self.choices, 1j).dtype,
+                     np.complex_)
+        # But the conditions need to be stronger then the scalar default
+        # if it is scalar.
+        choices = [choice.astype(np.int8) for choice in self.choices]
+        assert_equal(select(self.conditions, choices).dtype, np.int8)
+
+        d = np.array([1, 2, 3, np.nan, 5, 7])
+        m = np.isnan(d)
+        assert_equal(select([m], [d]), [0, 0, 0, np.nan, 0, 0])
+
+    def test_deprecated_empty(self):
+        assert_raises(ValueError, select, [], [], 3j)
+        assert_raises(ValueError, select, [], [])
+
+    def test_non_bool_deprecation(self):
+        choices = self.choices
+        conditions = self.conditions[:]
+        conditions[0] = conditions[0].astype(np.int_)
+        assert_raises(TypeError, select, conditions, choices)
+        conditions[0] = conditions[0].astype(np.uint8)
+        assert_raises(TypeError, select, conditions, choices)
+        assert_raises(TypeError, select, conditions, choices)
+
+    def test_many_arguments(self):
+        # This used to be limited by NPY_MAXARGS == 32
+        conditions = [np.array([False])] * 100
+        choices = [np.array([1])] * 100
+        select(conditions, choices)
+
+
+class TestInsert:
+
+    def test_basic(self):
+        a = [1, 2, 3]
+        assert_equal(insert(a, 0, 1), [1, 1, 2, 3])
+        assert_equal(insert(a, 3, 1), [1, 2, 3, 1])
+        assert_equal(insert(a, [1, 1, 1], [1, 2, 3]), [1, 1, 2, 3, 2, 3])
+        assert_equal(insert(a, 1, [1, 2, 3]), [1, 1, 2, 3, 2, 3])
+        assert_equal(insert(a, [1, -1, 3], 9), [1, 9, 2, 9, 3, 9])
+        assert_equal(insert(a, slice(-1, None, -1), 9), [9, 1, 9, 2, 9, 3])
+        assert_equal(insert(a, [-1, 1, 3], [7, 8, 9]), [1, 8, 2, 7, 3, 9])
+        b = np.array([0, 1], dtype=np.float64)
+        assert_equal(insert(b, 0, b[0]), [0., 0., 1.])
+        assert_equal(insert(b, [], []), b)
+        # Bools will be treated differently in the future:
+        # assert_equal(insert(a, np.array([True]*4), 9), [9, 1, 9, 2, 9, 3, 9])
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', FutureWarning)
+            assert_equal(
+                insert(a, np.array([True] * 4), 9), [1, 9, 9, 9, 9, 2, 3])
+            assert_(w[0].category is FutureWarning)
+
+    def test_multidim(self):
+        a = [[1, 1, 1]]
+        r = [[2, 2, 2],
+             [1, 1, 1]]
+        assert_equal(insert(a, 0, [1]), [1, 1, 1, 1])
+        assert_equal(insert(a, 0, [2, 2, 2], axis=0), r)
+        assert_equal(insert(a, 0, 2, axis=0), r)
+        assert_equal(insert(a, 2, 2, axis=1), [[1, 1, 2, 1]])
+
+        a = np.array([[1, 1], [2, 2], [3, 3]])
+        b = np.arange(1, 4).repeat(3).reshape(3, 3)
+        c = np.concatenate(
+            (a[:, 0:1], np.arange(1, 4).repeat(3).reshape(3, 3).T,
+             a[:, 1:2]), axis=1)
+        assert_equal(insert(a, [1], [[1], [2], [3]], axis=1), b)
+        assert_equal(insert(a, [1], [1, 2, 3], axis=1), c)
+        # scalars behave differently, in this case exactly opposite:
+        assert_equal(insert(a, 1, [1, 2, 3], axis=1), b)
+        assert_equal(insert(a, 1, [[1], [2], [3]], axis=1), c)
+
+        a = np.arange(4).reshape(2, 2)
+        assert_equal(insert(a[:, :1], 1, a[:, 1], axis=1), a)
+        assert_equal(insert(a[:1,:], 1, a[1,:], axis=0), a)
+
+        # negative axis value
+        a = np.arange(24).reshape((2, 3, 4))
+        assert_equal(insert(a, 1, a[:,:, 3], axis=-1),
+                     insert(a, 1, a[:,:, 3], axis=2))
+        assert_equal(insert(a, 1, a[:, 2,:], axis=-2),
+                     insert(a, 1, a[:, 2,:], axis=1))
+
+        # invalid axis value
+        assert_raises(np.AxisError, insert, a, 1, a[:, 2, :], axis=3)
+        assert_raises(np.AxisError, insert, a, 1, a[:, 2, :], axis=-4)
+
+        # negative axis value
+        a = np.arange(24).reshape((2, 3, 4))
+        assert_equal(insert(a, 1, a[:, :, 3], axis=-1),
+                     insert(a, 1, a[:, :, 3], axis=2))
+        assert_equal(insert(a, 1, a[:, 2, :], axis=-2),
+                     insert(a, 1, a[:, 2, :], axis=1))
+
+    def test_0d(self):
+        a = np.array(1)
+        with pytest.raises(np.AxisError):
+            insert(a, [], 2, axis=0)
+        with pytest.raises(TypeError):
+            insert(a, [], 2, axis="nonsense")
+
+    def test_subclass(self):
+        class SubClass(np.ndarray):
+            pass
+        a = np.arange(10).view(SubClass)
+        assert_(isinstance(np.insert(a, 0, [0]), SubClass))
+        assert_(isinstance(np.insert(a, [], []), SubClass))
+        assert_(isinstance(np.insert(a, [0, 1], [1, 2]), SubClass))
+        assert_(isinstance(np.insert(a, slice(1, 2), [1, 2]), SubClass))
+        assert_(isinstance(np.insert(a, slice(1, -2, -1), []), SubClass))
+        # This is an error in the future:
+        a = np.array(1).view(SubClass)
+        assert_(isinstance(np.insert(a, 0, [0]), SubClass))
+
+    def test_index_array_copied(self):
+        x = np.array([1, 1, 1])
+        np.insert([0, 1, 2], x, [3, 4, 5])
+        assert_equal(x, np.array([1, 1, 1]))
+
+    def test_structured_array(self):
+        a = np.array([(1, 'a'), (2, 'b'), (3, 'c')],
+                     dtype=[('foo', 'i'), ('bar', 'a1')])
+        val = (4, 'd')
+        b = np.insert(a, 0, val)
+        assert_array_equal(b[0], np.array(val, dtype=b.dtype))
+        val = [(4, 'd')] * 2
+        b = np.insert(a, [0, 2], val)
+        assert_array_equal(b[[0, 3]], np.array(val, dtype=b.dtype))
+
+    def test_index_floats(self):
+        with pytest.raises(IndexError):
+            np.insert([0, 1, 2], np.array([1.0, 2.0]), [10, 20])
+        with pytest.raises(IndexError):
+            np.insert([0, 1, 2], np.array([], dtype=float), [])
+
+    @pytest.mark.parametrize('idx', [4, -4])
+    def test_index_out_of_bounds(self, idx):
+        with pytest.raises(IndexError, match='out of bounds'):
+            np.insert([0, 1, 2], [idx], [3, 4])
+
+
+class TestAmax:
+
+    def test_basic(self):
+        a = [3, 4, 5, 10, -3, -5, 6.0]
+        assert_equal(np.amax(a), 10.0)
+        b = [[3, 6.0, 9.0],
+             [4, 10.0, 5.0],
+             [8, 3.0, 2.0]]
+        assert_equal(np.amax(b, axis=0), [8.0, 10.0, 9.0])
+        assert_equal(np.amax(b, axis=1), [9.0, 10.0, 8.0])
+
+
+class TestAmin:
+
+    def test_basic(self):
+        a = [3, 4, 5, 10, -3, -5, 6.0]
+        assert_equal(np.amin(a), -5.0)
+        b = [[3, 6.0, 9.0],
+             [4, 10.0, 5.0],
+             [8, 3.0, 2.0]]
+        assert_equal(np.amin(b, axis=0), [3.0, 3.0, 2.0])
+        assert_equal(np.amin(b, axis=1), [3.0, 4.0, 2.0])
+
+
+class TestPtp:
+
+    def test_basic(self):
+        a = np.array([3, 4, 5, 10, -3, -5, 6.0])
+        assert_equal(a.ptp(axis=0), 15.0)
+        b = np.array([[3, 6.0, 9.0],
+                      [4, 10.0, 5.0],
+                      [8, 3.0, 2.0]])
+        assert_equal(b.ptp(axis=0), [5.0, 7.0, 7.0])
+        assert_equal(b.ptp(axis=-1), [6.0, 6.0, 6.0])
+
+        assert_equal(b.ptp(axis=0, keepdims=True), [[5.0, 7.0, 7.0]])
+        assert_equal(b.ptp(axis=(0,1), keepdims=True), [[8.0]])
+
+
+class TestCumsum:
+
+    def test_basic(self):
+        ba = [1, 2, 10, 11, 6, 5, 4]
+        ba2 = [[1, 2, 3, 4], [5, 6, 7, 9], [10, 3, 4, 5]]
+        for ctype in [np.int8, np.uint8, np.int16, np.uint16, np.int32,
+                      np.uint32, np.float32, np.float64, np.complex64,
+                      np.complex128]:
+            a = np.array(ba, ctype)
+            a2 = np.array(ba2, ctype)
+
+            tgt = np.array([1, 3, 13, 24, 30, 35, 39], ctype)
+            assert_array_equal(np.cumsum(a, axis=0), tgt)
+
+            tgt = np.array(
+                [[1, 2, 3, 4], [6, 8, 10, 13], [16, 11, 14, 18]], ctype)
+            assert_array_equal(np.cumsum(a2, axis=0), tgt)
+
+            tgt = np.array(
+                [[1, 3, 6, 10], [5, 11, 18, 27], [10, 13, 17, 22]], ctype)
+            assert_array_equal(np.cumsum(a2, axis=1), tgt)
+
+
+class TestProd:
+
+    def test_basic(self):
+        ba = [1, 2, 10, 11, 6, 5, 4]
+        ba2 = [[1, 2, 3, 4], [5, 6, 7, 9], [10, 3, 4, 5]]
+        for ctype in [np.int16, np.uint16, np.int32, np.uint32,
+                      np.float32, np.float64, np.complex64, np.complex128]:
+            a = np.array(ba, ctype)
+            a2 = np.array(ba2, ctype)
+            if ctype in ['1', 'b']:
+                assert_raises(ArithmeticError, np.prod, a)
+                assert_raises(ArithmeticError, np.prod, a2, 1)
+            else:
+                assert_equal(a.prod(axis=0), 26400)
+                assert_array_equal(a2.prod(axis=0),
+                                   np.array([50, 36, 84, 180], ctype))
+                assert_array_equal(a2.prod(axis=-1),
+                                   np.array([24, 1890, 600], ctype))
+
+
+class TestCumprod:
+
+    def test_basic(self):
+        ba = [1, 2, 10, 11, 6, 5, 4]
+        ba2 = [[1, 2, 3, 4], [5, 6, 7, 9], [10, 3, 4, 5]]
+        for ctype in [np.int16, np.uint16, np.int32, np.uint32,
+                      np.float32, np.float64, np.complex64, np.complex128]:
+            a = np.array(ba, ctype)
+            a2 = np.array(ba2, ctype)
+            if ctype in ['1', 'b']:
+                assert_raises(ArithmeticError, np.cumprod, a)
+                assert_raises(ArithmeticError, np.cumprod, a2, 1)
+                assert_raises(ArithmeticError, np.cumprod, a)
+            else:
+                assert_array_equal(np.cumprod(a, axis=-1),
+                                   np.array([1, 2, 20, 220,
+                                             1320, 6600, 26400], ctype))
+                assert_array_equal(np.cumprod(a2, axis=0),
+                                   np.array([[1, 2, 3, 4],
+                                             [5, 12, 21, 36],
+                                             [50, 36, 84, 180]], ctype))
+                assert_array_equal(np.cumprod(a2, axis=-1),
+                                   np.array([[1, 2, 6, 24],
+                                             [5, 30, 210, 1890],
+                                             [10, 30, 120, 600]], ctype))
+
+
+class TestDiff:
+
+    def test_basic(self):
+        x = [1, 4, 6, 7, 12]
+        out = np.array([3, 2, 1, 5])
+        out2 = np.array([-1, -1, 4])
+        out3 = np.array([0, 5])
+        assert_array_equal(diff(x), out)
+        assert_array_equal(diff(x, n=2), out2)
+        assert_array_equal(diff(x, n=3), out3)
+
+        x = [1.1, 2.2, 3.0, -0.2, -0.1]
+        out = np.array([1.1, 0.8, -3.2, 0.1])
+        assert_almost_equal(diff(x), out)
+
+        x = [True, True, False, False]
+        out = np.array([False, True, False])
+        out2 = np.array([True, True])
+        assert_array_equal(diff(x), out)
+        assert_array_equal(diff(x, n=2), out2)
+
+    def test_axis(self):
+        x = np.zeros((10, 20, 30))
+        x[:, 1::2, :] = 1
+        exp = np.ones((10, 19, 30))
+        exp[:, 1::2, :] = -1
+        assert_array_equal(diff(x), np.zeros((10, 20, 29)))
+        assert_array_equal(diff(x, axis=-1), np.zeros((10, 20, 29)))
+        assert_array_equal(diff(x, axis=0), np.zeros((9, 20, 30)))
+        assert_array_equal(diff(x, axis=1), exp)
+        assert_array_equal(diff(x, axis=-2), exp)
+        assert_raises(np.AxisError, diff, x, axis=3)
+        assert_raises(np.AxisError, diff, x, axis=-4)
+
+        x = np.array(1.11111111111, np.float64)
+        assert_raises(ValueError, diff, x)
+
+    def test_nd(self):
+        x = 20 * rand(10, 20, 30)
+        out1 = x[:, :, 1:] - x[:, :, :-1]
+        out2 = out1[:, :, 1:] - out1[:, :, :-1]
+        out3 = x[1:, :, :] - x[:-1, :, :]
+        out4 = out3[1:, :, :] - out3[:-1, :, :]
+        assert_array_equal(diff(x), out1)
+        assert_array_equal(diff(x, n=2), out2)
+        assert_array_equal(diff(x, axis=0), out3)
+        assert_array_equal(diff(x, n=2, axis=0), out4)
+
+    def test_n(self):
+        x = list(range(3))
+        assert_raises(ValueError, diff, x, n=-1)
+        output = [diff(x, n=n) for n in range(1, 5)]
+        expected = [[1, 1], [0], [], []]
+        assert_(diff(x, n=0) is x)
+        for n, (expected, out) in enumerate(zip(expected, output), start=1):
+            assert_(type(out) is np.ndarray)
+            assert_array_equal(out, expected)
+            assert_equal(out.dtype, np.int_)
+            assert_equal(len(out), max(0, len(x) - n))
+
+    def test_times(self):
+        x = np.arange('1066-10-13', '1066-10-16', dtype=np.datetime64)
+        expected = [
+            np.array([1, 1], dtype='timedelta64[D]'),
+            np.array([0], dtype='timedelta64[D]'),
+        ]
+        expected.extend([np.array([], dtype='timedelta64[D]')] * 3)
+        for n, exp in enumerate(expected, start=1):
+            out = diff(x, n=n)
+            assert_array_equal(out, exp)
+            assert_equal(out.dtype, exp.dtype)
+
+    def test_subclass(self):
+        x = ma.array([[1, 2], [3, 4], [5, 6], [7, 8], [9, 10]],
+                     mask=[[False, False], [True, False],
+                           [False, True], [True, True], [False, False]])
+        out = diff(x)
+        assert_array_equal(out.data, [[1], [1], [1], [1], [1]])
+        assert_array_equal(out.mask, [[False], [True],
+                                      [True], [True], [False]])
+        assert_(type(out) is type(x))
+
+        out3 = diff(x, n=3)
+        assert_array_equal(out3.data, [[], [], [], [], []])
+        assert_array_equal(out3.mask, [[], [], [], [], []])
+        assert_(type(out3) is type(x))
+
+    def test_prepend(self):
+        x = np.arange(5) + 1
+        assert_array_equal(diff(x, prepend=0), np.ones(5))
+        assert_array_equal(diff(x, prepend=[0]), np.ones(5))
+        assert_array_equal(np.cumsum(np.diff(x, prepend=0)), x)
+        assert_array_equal(diff(x, prepend=[-1, 0]), np.ones(6))
+
+        x = np.arange(4).reshape(2, 2)
+        result = np.diff(x, axis=1, prepend=0)
+        expected = [[0, 1], [2, 1]]
+        assert_array_equal(result, expected)
+        result = np.diff(x, axis=1, prepend=[[0], [0]])
+        assert_array_equal(result, expected)
+
+        result = np.diff(x, axis=0, prepend=0)
+        expected = [[0, 1], [2, 2]]
+        assert_array_equal(result, expected)
+        result = np.diff(x, axis=0, prepend=[[0, 0]])
+        assert_array_equal(result, expected)
+
+        assert_raises(ValueError, np.diff, x, prepend=np.zeros((3,3)))
+
+        assert_raises(np.AxisError, diff, x, prepend=0, axis=3)
+
+    def test_append(self):
+        x = np.arange(5)
+        result = diff(x, append=0)
+        expected = [1, 1, 1, 1, -4]
+        assert_array_equal(result, expected)
+        result = diff(x, append=[0])
+        assert_array_equal(result, expected)
+        result = diff(x, append=[0, 2])
+        expected = expected + [2]
+        assert_array_equal(result, expected)
+
+        x = np.arange(4).reshape(2, 2)
+        result = np.diff(x, axis=1, append=0)
+        expected = [[1, -1], [1, -3]]
+        assert_array_equal(result, expected)
+        result = np.diff(x, axis=1, append=[[0], [0]])
+        assert_array_equal(result, expected)
+
+        result = np.diff(x, axis=0, append=0)
+        expected = [[2, 2], [-2, -3]]
+        assert_array_equal(result, expected)
+        result = np.diff(x, axis=0, append=[[0, 0]])
+        assert_array_equal(result, expected)
+
+        assert_raises(ValueError, np.diff, x, append=np.zeros((3,3)))
+
+        assert_raises(np.AxisError, diff, x, append=0, axis=3)
+
+
+class TestDelete:
+
+    def setup(self):
+        self.a = np.arange(5)
+        self.nd_a = np.arange(5).repeat(2).reshape(1, 5, 2)
+
+    def _check_inverse_of_slicing(self, indices):
+        a_del = delete(self.a, indices)
+        nd_a_del = delete(self.nd_a, indices, axis=1)
+        msg = 'Delete failed for obj: %r' % indices
+        assert_array_equal(setxor1d(a_del, self.a[indices, ]), self.a,
+                           err_msg=msg)
+        xor = setxor1d(nd_a_del[0,:, 0], self.nd_a[0, indices, 0])
+        assert_array_equal(xor, self.nd_a[0,:, 0], err_msg=msg)
+
+    def test_slices(self):
+        lims = [-6, -2, 0, 1, 2, 4, 5]
+        steps = [-3, -1, 1, 3]
+        for start in lims:
+            for stop in lims:
+                for step in steps:
+                    s = slice(start, stop, step)
+                    self._check_inverse_of_slicing(s)
+
+    def test_fancy(self):
+        self._check_inverse_of_slicing(np.array([[0, 1], [2, 1]]))
+        with pytest.raises(IndexError):
+            delete(self.a, [100])
+        with pytest.raises(IndexError):
+            delete(self.a, [-100])
+
+        self._check_inverse_of_slicing([0, -1, 2, 2])
+
+        self._check_inverse_of_slicing([True, False, False, True, False])
+
+        # not legal, indexing with these would change the dimension
+        with pytest.raises(ValueError):
+            delete(self.a, True)
+        with pytest.raises(ValueError):
+            delete(self.a, False)
+
+        # not enough items
+        with pytest.raises(ValueError):
+            delete(self.a, [False]*4)
+
+    def test_single(self):
+        self._check_inverse_of_slicing(0)
+        self._check_inverse_of_slicing(-4)
+
+    def test_0d(self):
+        a = np.array(1)
+        with pytest.raises(np.AxisError):
+            delete(a, [], axis=0)
+        with pytest.raises(TypeError):
+            delete(a, [], axis="nonsense")
+
+    def test_subclass(self):
+        class SubClass(np.ndarray):
+            pass
+        a = self.a.view(SubClass)
+        assert_(isinstance(delete(a, 0), SubClass))
+        assert_(isinstance(delete(a, []), SubClass))
+        assert_(isinstance(delete(a, [0, 1]), SubClass))
+        assert_(isinstance(delete(a, slice(1, 2)), SubClass))
+        assert_(isinstance(delete(a, slice(1, -2)), SubClass))
+
+    def test_array_order_preserve(self):
+        # See gh-7113
+        k = np.arange(10).reshape(2, 5, order='F')
+        m = delete(k, slice(60, None), axis=1)
+
+        # 'k' is Fortran ordered, and 'm' should have the
+        # same ordering as 'k' and NOT become C ordered
+        assert_equal(m.flags.c_contiguous, k.flags.c_contiguous)
+        assert_equal(m.flags.f_contiguous, k.flags.f_contiguous)
+
+    def test_index_floats(self):
+        with pytest.raises(IndexError):
+            np.delete([0, 1, 2], np.array([1.0, 2.0]))
+        with pytest.raises(IndexError):
+            np.delete([0, 1, 2], np.array([], dtype=float))
+
+    @pytest.mark.parametrize("indexer", [np.array([1]), [1]])
+    def test_single_item_array(self, indexer):
+        a_del_int = delete(self.a, 1)
+        a_del = delete(self.a, indexer)
+        assert_equal(a_del_int, a_del)
+
+        nd_a_del_int = delete(self.nd_a, 1, axis=1)
+        nd_a_del = delete(self.nd_a, np.array([1]), axis=1)
+        assert_equal(nd_a_del_int, nd_a_del)
+
+    def test_single_item_array_non_int(self):
+        # Special handling for integer arrays must not affect non-integer ones.
+        # If `False` was cast to `0` it would delete the element:
+        res = delete(np.ones(1), np.array([False]))
+        assert_array_equal(res, np.ones(1))
+
+        # Test the more complicated (with axis) case from gh-21840
+        x = np.ones((3, 1))
+        false_mask = np.array([False], dtype=bool)
+        true_mask = np.array([True], dtype=bool)
+
+        res = delete(x, false_mask, axis=-1)
+        assert_array_equal(res, x)
+        res = delete(x, true_mask, axis=-1)
+        assert_array_equal(res, x[:, :0])
+
+        # Object or e.g. timedeltas should *not* be allowed
+        with pytest.raises(IndexError):
+            delete(np.ones(2), np.array([0], dtype=object))
+
+        with pytest.raises(IndexError):
+            # timedeltas are sometimes "integral, but clearly not allowed:
+            delete(np.ones(2), np.array([0], dtype="m8[ns]"))
+
+
+class TestGradient:
+
+    def test_basic(self):
+        v = [[1, 1], [3, 4]]
+        x = np.array(v)
+        dx = [np.array([[2., 3.], [2., 3.]]),
+              np.array([[0., 0.], [1., 1.]])]
+        assert_array_equal(gradient(x), dx)
+        assert_array_equal(gradient(v), dx)
+
+    def test_args(self):
+        dx = np.cumsum(np.ones(5))
+        dx_uneven = [1., 2., 5., 9., 11.]
+        f_2d = np.arange(25).reshape(5, 5)
+
+        # distances must be scalars or have size equal to gradient[axis]
+        gradient(np.arange(5), 3.)
+        gradient(np.arange(5), np.array(3.))
+        gradient(np.arange(5), dx)
+        # dy is set equal to dx because scalar
+        gradient(f_2d, 1.5)
+        gradient(f_2d, np.array(1.5))
+
+        gradient(f_2d, dx_uneven, dx_uneven)
+        # mix between even and uneven spaces and
+        # mix between scalar and vector
+        gradient(f_2d, dx, 2)
+
+        # 2D but axis specified
+        gradient(f_2d, dx, axis=1)
+
+        # 2d coordinate arguments are not yet allowed
+        assert_raises_regex(ValueError, '.*scalars or 1d',
+            gradient, f_2d, np.stack([dx]*2, axis=-1), 1)
+
+    def test_badargs(self):
+        f_2d = np.arange(25).reshape(5, 5)
+        x = np.cumsum(np.ones(5))
+
+        # wrong sizes
+        assert_raises(ValueError, gradient, f_2d, x, np.ones(2))
+        assert_raises(ValueError, gradient, f_2d, 1, np.ones(2))
+        assert_raises(ValueError, gradient, f_2d, np.ones(2), np.ones(2))
+        # wrong number of arguments
+        assert_raises(TypeError, gradient, f_2d, x)
+        assert_raises(TypeError, gradient, f_2d, x, axis=(0,1))
+        assert_raises(TypeError, gradient, f_2d, x, x, x)
+        assert_raises(TypeError, gradient, f_2d, 1, 1, 1)
+        assert_raises(TypeError, gradient, f_2d, x, x, axis=1)
+        assert_raises(TypeError, gradient, f_2d, 1, 1, axis=1)
+
+    def test_datetime64(self):
+        # Make sure gradient() can handle special types like datetime64
+        x = np.array(
+            ['1910-08-16', '1910-08-11', '1910-08-10', '1910-08-12',
+             '1910-10-12', '1910-12-12', '1912-12-12'],
+            dtype='datetime64[D]')
+        dx = np.array(
+            [-5, -3, 0, 31, 61, 396, 731],
+            dtype='timedelta64[D]')
+        assert_array_equal(gradient(x), dx)
+        assert_(dx.dtype == np.dtype('timedelta64[D]'))
+
+    def test_masked(self):
+        # Make sure that gradient supports subclasses like masked arrays
+        x = np.ma.array([[1, 1], [3, 4]],
+                        mask=[[False, False], [False, False]])
+        out = gradient(x)[0]
+        assert_equal(type(out), type(x))
+        # And make sure that the output and input don't have aliased mask
+        # arrays
+        assert_(x._mask is not out._mask)
+        # Also check that edge_order=2 doesn't alter the original mask
+        x2 = np.ma.arange(5)
+        x2[2] = np.ma.masked
+        np.gradient(x2, edge_order=2)
+        assert_array_equal(x2.mask, [False, False, True, False, False])
+
+    def test_second_order_accurate(self):
+        # Testing that the relative numerical error is less that 3% for
+        # this example problem. This corresponds to second order
+        # accurate finite differences for all interior and boundary
+        # points.
+        x = np.linspace(0, 1, 10)
+        dx = x[1] - x[0]
+        y = 2 * x ** 3 + 4 * x ** 2 + 2 * x
+        analytical = 6 * x ** 2 + 8 * x + 2
+        num_error = np.abs((np.gradient(y, dx, edge_order=2) / analytical) - 1)
+        assert_(np.all(num_error < 0.03) == True)
+
+        # test with unevenly spaced
+        np.random.seed(0)
+        x = np.sort(np.random.random(10))
+        y = 2 * x ** 3 + 4 * x ** 2 + 2 * x
+        analytical = 6 * x ** 2 + 8 * x + 2
+        num_error = np.abs((np.gradient(y, x, edge_order=2) / analytical) - 1)
+        assert_(np.all(num_error < 0.03) == True)
+
+    def test_spacing(self):
+        f = np.array([0, 2., 3., 4., 5., 5.])
+        f = np.tile(f, (6,1)) + f.reshape(-1, 1)
+        x_uneven = np.array([0., 0.5, 1., 3., 5., 7.])
+        x_even = np.arange(6.)
+
+        fdx_even_ord1 = np.tile([2., 1.5, 1., 1., 0.5, 0.], (6,1))
+        fdx_even_ord2 = np.tile([2.5, 1.5, 1., 1., 0.5, -0.5], (6,1))
+        fdx_uneven_ord1 = np.tile([4., 3., 1.7, 0.5, 0.25, 0.], (6,1))
+        fdx_uneven_ord2 = np.tile([5., 3., 1.7, 0.5, 0.25, -0.25], (6,1))
+
+        # evenly spaced
+        for edge_order, exp_res in [(1, fdx_even_ord1), (2, fdx_even_ord2)]:
+            res1 = gradient(f, 1., axis=(0,1), edge_order=edge_order)
+            res2 = gradient(f, x_even, x_even,
+                            axis=(0,1), edge_order=edge_order)
+            res3 = gradient(f, x_even, x_even,
+                            axis=None, edge_order=edge_order)
+            assert_array_equal(res1, res2)
+            assert_array_equal(res2, res3)
+            assert_almost_equal(res1[0], exp_res.T)
+            assert_almost_equal(res1[1], exp_res)
+
+            res1 = gradient(f, 1., axis=0, edge_order=edge_order)
+            res2 = gradient(f, x_even, axis=0, edge_order=edge_order)
+            assert_(res1.shape == res2.shape)
+            assert_almost_equal(res2, exp_res.T)
+
+            res1 = gradient(f, 1., axis=1, edge_order=edge_order)
+            res2 = gradient(f, x_even, axis=1, edge_order=edge_order)
+            assert_(res1.shape == res2.shape)
+            assert_array_equal(res2, exp_res)
+
+        # unevenly spaced
+        for edge_order, exp_res in [(1, fdx_uneven_ord1), (2, fdx_uneven_ord2)]:
+            res1 = gradient(f, x_uneven, x_uneven,
+                            axis=(0,1), edge_order=edge_order)
+            res2 = gradient(f, x_uneven, x_uneven,
+                            axis=None, edge_order=edge_order)
+            assert_array_equal(res1, res2)
+            assert_almost_equal(res1[0], exp_res.T)
+            assert_almost_equal(res1[1], exp_res)
+
+            res1 = gradient(f, x_uneven, axis=0, edge_order=edge_order)
+            assert_almost_equal(res1, exp_res.T)
+
+            res1 = gradient(f, x_uneven, axis=1, edge_order=edge_order)
+            assert_almost_equal(res1, exp_res)
+
+        # mixed
+        res1 = gradient(f, x_even, x_uneven, axis=(0,1), edge_order=1)
+        res2 = gradient(f, x_uneven, x_even, axis=(1,0), edge_order=1)
+        assert_array_equal(res1[0], res2[1])
+        assert_array_equal(res1[1], res2[0])
+        assert_almost_equal(res1[0], fdx_even_ord1.T)
+        assert_almost_equal(res1[1], fdx_uneven_ord1)
+
+        res1 = gradient(f, x_even, x_uneven, axis=(0,1), edge_order=2)
+        res2 = gradient(f, x_uneven, x_even, axis=(1,0), edge_order=2)
+        assert_array_equal(res1[0], res2[1])
+        assert_array_equal(res1[1], res2[0])
+        assert_almost_equal(res1[0], fdx_even_ord2.T)
+        assert_almost_equal(res1[1], fdx_uneven_ord2)
+
+    def test_specific_axes(self):
+        # Testing that gradient can work on a given axis only
+        v = [[1, 1], [3, 4]]
+        x = np.array(v)
+        dx = [np.array([[2., 3.], [2., 3.]]),
+              np.array([[0., 0.], [1., 1.]])]
+        assert_array_equal(gradient(x, axis=0), dx[0])
+        assert_array_equal(gradient(x, axis=1), dx[1])
+        assert_array_equal(gradient(x, axis=-1), dx[1])
+        assert_array_equal(gradient(x, axis=(1, 0)), [dx[1], dx[0]])
+
+        # test axis=None which means all axes
+        assert_almost_equal(gradient(x, axis=None), [dx[0], dx[1]])
+        # and is the same as no axis keyword given
+        assert_almost_equal(gradient(x, axis=None), gradient(x))
+
+        # test vararg order
+        assert_array_equal(gradient(x, 2, 3, axis=(1, 0)),
+                           [dx[1]/2.0, dx[0]/3.0])
+        # test maximal number of varargs
+        assert_raises(TypeError, gradient, x, 1, 2, axis=1)
+
+        assert_raises(np.AxisError, gradient, x, axis=3)
+        assert_raises(np.AxisError, gradient, x, axis=-3)
+        # assert_raises(TypeError, gradient, x, axis=[1,])
+
+    def test_timedelta64(self):
+        # Make sure gradient() can handle special types like timedelta64
+        x = np.array(
+            [-5, -3, 10, 12, 61, 321, 300],
+            dtype='timedelta64[D]')
+        dx = np.array(
+            [2, 7, 7, 25, 154, 119, -21],
+            dtype='timedelta64[D]')
+        assert_array_equal(gradient(x), dx)
+        assert_(dx.dtype == np.dtype('timedelta64[D]'))
+
+    def test_inexact_dtypes(self):
+        for dt in [np.float16, np.float32, np.float64]:
+            # dtypes should not be promoted in a different way to what diff does
+            x = np.array([1, 2, 3], dtype=dt)
+            assert_equal(gradient(x).dtype, np.diff(x).dtype)
+
+    def test_values(self):
+        # needs at least 2 points for edge_order ==1
+        gradient(np.arange(2), edge_order=1)
+        # needs at least 3 points for edge_order ==1
+        gradient(np.arange(3), edge_order=2)
+
+        assert_raises(ValueError, gradient, np.arange(0), edge_order=1)
+        assert_raises(ValueError, gradient, np.arange(0), edge_order=2)
+        assert_raises(ValueError, gradient, np.arange(1), edge_order=1)
+        assert_raises(ValueError, gradient, np.arange(1), edge_order=2)
+        assert_raises(ValueError, gradient, np.arange(2), edge_order=2)
+
+    @pytest.mark.parametrize('f_dtype', [np.uint8, np.uint16,
+                                         np.uint32, np.uint64])
+    def test_f_decreasing_unsigned_int(self, f_dtype):
+        f = np.array([5, 4, 3, 2, 1], dtype=f_dtype)
+        g = gradient(f)
+        assert_array_equal(g, [-1]*len(f))
+
+    @pytest.mark.parametrize('f_dtype', [np.int8, np.int16,
+                                         np.int32, np.int64])
+    def test_f_signed_int_big_jump(self, f_dtype):
+        maxint = np.iinfo(f_dtype).max
+        x = np.array([1, 3])
+        f = np.array([-1, maxint], dtype=f_dtype)
+        dfdx = gradient(f, x)
+        assert_array_equal(dfdx, [(maxint + 1) // 2]*2)
+
+    @pytest.mark.parametrize('x_dtype', [np.uint8, np.uint16,
+                                         np.uint32, np.uint64])
+    def test_x_decreasing_unsigned(self, x_dtype):
+        x = np.array([3, 2, 1], dtype=x_dtype)
+        f = np.array([0, 2, 4])
+        dfdx = gradient(f, x)
+        assert_array_equal(dfdx, [-2]*len(x))
+
+    @pytest.mark.parametrize('x_dtype', [np.int8, np.int16,
+                                         np.int32, np.int64])
+    def test_x_signed_int_big_jump(self, x_dtype):
+        minint = np.iinfo(x_dtype).min
+        maxint = np.iinfo(x_dtype).max
+        x = np.array([-1, maxint], dtype=x_dtype)
+        f = np.array([minint // 2, 0])
+        dfdx = gradient(f, x)
+        assert_array_equal(dfdx, [0.5, 0.5])
+
+
+class TestAngle:
+
+    def test_basic(self):
+        x = [1 + 3j, np.sqrt(2) / 2.0 + 1j * np.sqrt(2) / 2,
+             1, 1j, -1, -1j, 1 - 3j, -1 + 3j]
+        y = angle(x)
+        yo = [
+            np.arctan(3.0 / 1.0),
+            np.arctan(1.0), 0, np.pi / 2, np.pi, -np.pi / 2.0,
+            -np.arctan(3.0 / 1.0), np.pi - np.arctan(3.0 / 1.0)]
+        z = angle(x, deg=True)
+        zo = np.array(yo) * 180 / np.pi
+        assert_array_almost_equal(y, yo, 11)
+        assert_array_almost_equal(z, zo, 11)
+
+    def test_subclass(self):
+        x = np.ma.array([1 + 3j, 1, np.sqrt(2)/2 * (1 + 1j)])
+        x[1] = np.ma.masked
+        expected = np.ma.array([np.arctan(3.0 / 1.0), 0, np.arctan(1.0)])
+        expected[1] = np.ma.masked
+        actual = angle(x)
+        assert_equal(type(actual), type(expected))
+        assert_equal(actual.mask, expected.mask)
+        assert_equal(actual, expected)
+
+
+class TestTrimZeros:
+
+    a = np.array([0, 0, 1, 0, 2, 3, 4, 0])
+    b = a.astype(float)
+    c = a.astype(complex)
+    d = a.astype(object)
+
+    def values(self):
+        attr_names = ('a', 'b', 'c', 'd')
+        return (getattr(self, name) for name in attr_names)
+
+    def test_basic(self):
+        slc = np.s_[2:-1]
+        for arr in self.values():
+            res = trim_zeros(arr)
+            assert_array_equal(res, arr[slc])
+
+    def test_leading_skip(self):
+        slc = np.s_[:-1]
+        for arr in self.values():
+            res = trim_zeros(arr, trim='b')
+            assert_array_equal(res, arr[slc])
+
+    def test_trailing_skip(self):
+        slc = np.s_[2:]
+        for arr in self.values():
+            res = trim_zeros(arr, trim='F')
+            assert_array_equal(res, arr[slc])
+
+    def test_all_zero(self):
+        for _arr in self.values():
+            arr = np.zeros_like(_arr, dtype=_arr.dtype)
+
+            res1 = trim_zeros(arr, trim='B')
+            assert len(res1) == 0
+
+            res2 = trim_zeros(arr, trim='f')
+            assert len(res2) == 0
+
+    def test_size_zero(self):
+        arr = np.zeros(0)
+        res = trim_zeros(arr)
+        assert_array_equal(arr, res)
+
+    @pytest.mark.parametrize(
+        'arr',
+        [np.array([0, 2**62, 0]),
+         np.array([0, 2**63, 0]),
+         np.array([0, 2**64, 0])]
+    )
+    def test_overflow(self, arr):
+        slc = np.s_[1:2]
+        res = trim_zeros(arr)
+        assert_array_equal(res, arr[slc])
+
+    def test_no_trim(self):
+        arr = np.array([None, 1, None])
+        res = trim_zeros(arr)
+        assert_array_equal(arr, res)
+
+    def test_list_to_list(self):
+        res = trim_zeros(self.a.tolist())
+        assert isinstance(res, list)
+
+
+class TestExtins:
+
+    def test_basic(self):
+        a = np.array([1, 3, 2, 1, 2, 3, 3])
+        b = extract(a > 1, a)
+        assert_array_equal(b, [3, 2, 2, 3, 3])
+
+    def test_place(self):
+        # Make sure that non-np.ndarray objects
+        # raise an error instead of doing nothing
+        assert_raises(TypeError, place, [1, 2, 3], [True, False], [0, 1])
+
+        a = np.array([1, 4, 3, 2, 5, 8, 7])
+        place(a, [0, 1, 0, 1, 0, 1, 0], [2, 4, 6])
+        assert_array_equal(a, [1, 2, 3, 4, 5, 6, 7])
+
+        place(a, np.zeros(7), [])
+        assert_array_equal(a, np.arange(1, 8))
+
+        place(a, [1, 0, 1, 0, 1, 0, 1], [8, 9])
+        assert_array_equal(a, [8, 2, 9, 4, 8, 6, 9])
+        assert_raises_regex(ValueError, "Cannot insert from an empty array",
+                            lambda: place(a, [0, 0, 0, 0, 0, 1, 0], []))
+
+        # See Issue #6974
+        a = np.array(['12', '34'])
+        place(a, [0, 1], '9')
+        assert_array_equal(a, ['12', '9'])
+
+    def test_both(self):
+        a = rand(10)
+        mask = a > 0.5
+        ac = a.copy()
+        c = extract(mask, a)
+        place(a, mask, 0)
+        place(a, mask, c)
+        assert_array_equal(a, ac)
+
+
+# _foo1 and _foo2 are used in some tests in TestVectorize.
+
+def _foo1(x, y=1.0):
+    return y*math.floor(x)
+
+
+def _foo2(x, y=1.0, z=0.0):
+    return y*math.floor(x) + z
+
+
+class TestVectorize:
+
+    def test_simple(self):
+        def addsubtract(a, b):
+            if a > b:
+                return a - b
+            else:
+                return a + b
+
+        f = vectorize(addsubtract)
+        r = f([0, 3, 6, 9], [1, 3, 5, 7])
+        assert_array_equal(r, [1, 6, 1, 2])
+
+    def test_scalar(self):
+        def addsubtract(a, b):
+            if a > b:
+                return a - b
+            else:
+                return a + b
+
+        f = vectorize(addsubtract)
+        r = f([0, 3, 6, 9], 5)
+        assert_array_equal(r, [5, 8, 1, 4])
+
+    def test_large(self):
+        x = np.linspace(-3, 2, 10000)
+        f = vectorize(lambda x: x)
+        y = f(x)
+        assert_array_equal(y, x)
+
+    def test_ufunc(self):
+        f = vectorize(math.cos)
+        args = np.array([0, 0.5 * np.pi, np.pi, 1.5 * np.pi, 2 * np.pi])
+        r1 = f(args)
+        r2 = np.cos(args)
+        assert_array_almost_equal(r1, r2)
+
+    def test_keywords(self):
+
+        def foo(a, b=1):
+            return a + b
+
+        f = vectorize(foo)
+        args = np.array([1, 2, 3])
+        r1 = f(args)
+        r2 = np.array([2, 3, 4])
+        assert_array_equal(r1, r2)
+        r1 = f(args, 2)
+        r2 = np.array([3, 4, 5])
+        assert_array_equal(r1, r2)
+
+    def test_keywords_with_otypes_order1(self):
+        # gh-1620: The second call of f would crash with
+        # `ValueError: invalid number of arguments`.
+        f = vectorize(_foo1, otypes=[float])
+        # We're testing the caching of ufuncs by vectorize, so the order
+        # of these function calls is an important part of the test.
+        r1 = f(np.arange(3.0), 1.0)
+        r2 = f(np.arange(3.0))
+        assert_array_equal(r1, r2)
+
+    def test_keywords_with_otypes_order2(self):
+        # gh-1620: The second call of f would crash with
+        # `ValueError: non-broadcastable output operand with shape ()
+        # doesn't match the broadcast shape (3,)`.
+        f = vectorize(_foo1, otypes=[float])
+        # We're testing the caching of ufuncs by vectorize, so the order
+        # of these function calls is an important part of the test.
+        r1 = f(np.arange(3.0))
+        r2 = f(np.arange(3.0), 1.0)
+        assert_array_equal(r1, r2)
+
+    def test_keywords_with_otypes_order3(self):
+        # gh-1620: The third call of f would crash with
+        # `ValueError: invalid number of arguments`.
+        f = vectorize(_foo1, otypes=[float])
+        # We're testing the caching of ufuncs by vectorize, so the order
+        # of these function calls is an important part of the test.
+        r1 = f(np.arange(3.0))
+        r2 = f(np.arange(3.0), y=1.0)
+        r3 = f(np.arange(3.0))
+        assert_array_equal(r1, r2)
+        assert_array_equal(r1, r3)
+
+    def test_keywords_with_otypes_several_kwd_args1(self):
+        # gh-1620 Make sure different uses of keyword arguments
+        # don't break the vectorized function.
+        f = vectorize(_foo2, otypes=[float])
+        # We're testing the caching of ufuncs by vectorize, so the order
+        # of these function calls is an important part of the test.
+        r1 = f(10.4, z=100)
+        r2 = f(10.4, y=-1)
+        r3 = f(10.4)
+        assert_equal(r1, _foo2(10.4, z=100))
+        assert_equal(r2, _foo2(10.4, y=-1))
+        assert_equal(r3, _foo2(10.4))
+
+    def test_keywords_with_otypes_several_kwd_args2(self):
+        # gh-1620 Make sure different uses of keyword arguments
+        # don't break the vectorized function.
+        f = vectorize(_foo2, otypes=[float])
+        # We're testing the caching of ufuncs by vectorize, so the order
+        # of these function calls is an important part of the test.
+        r1 = f(z=100, x=10.4, y=-1)
+        r2 = f(1, 2, 3)
+        assert_equal(r1, _foo2(z=100, x=10.4, y=-1))
+        assert_equal(r2, _foo2(1, 2, 3))
+
+    def test_keywords_no_func_code(self):
+        # This needs to test a function that has keywords but
+        # no func_code attribute, since otherwise vectorize will
+        # inspect the func_code.
+        import random
+        try:
+            vectorize(random.randrange)  # Should succeed
+        except Exception:
+            raise AssertionError()
+
+    def test_keywords2_ticket_2100(self):
+        # Test kwarg support: enhancement ticket 2100
+
+        def foo(a, b=1):
+            return a + b
+
+        f = vectorize(foo)
+        args = np.array([1, 2, 3])
+        r1 = f(a=args)
+        r2 = np.array([2, 3, 4])
+        assert_array_equal(r1, r2)
+        r1 = f(b=1, a=args)
+        assert_array_equal(r1, r2)
+        r1 = f(args, b=2)
+        r2 = np.array([3, 4, 5])
+        assert_array_equal(r1, r2)
+
+    def test_keywords3_ticket_2100(self):
+        # Test excluded with mixed positional and kwargs: ticket 2100
+        def mypolyval(x, p):
+            _p = list(p)
+            res = _p.pop(0)
+            while _p:
+                res = res * x + _p.pop(0)
+            return res
+
+        vpolyval = np.vectorize(mypolyval, excluded=['p', 1])
+        ans = [3, 6]
+        assert_array_equal(ans, vpolyval(x=[0, 1], p=[1, 2, 3]))
+        assert_array_equal(ans, vpolyval([0, 1], p=[1, 2, 3]))
+        assert_array_equal(ans, vpolyval([0, 1], [1, 2, 3]))
+
+    def test_keywords4_ticket_2100(self):
+        # Test vectorizing function with no positional args.
+        @vectorize
+        def f(**kw):
+            res = 1.0
+            for _k in kw:
+                res *= kw[_k]
+            return res
+
+        assert_array_equal(f(a=[1, 2], b=[3, 4]), [3, 8])
+
+    def test_keywords5_ticket_2100(self):
+        # Test vectorizing function with no kwargs args.
+        @vectorize
+        def f(*v):
+            return np.prod(v)
+
+        assert_array_equal(f([1, 2], [3, 4]), [3, 8])
+
+    def test_coverage1_ticket_2100(self):
+        def foo():
+            return 1
+
+        f = vectorize(foo)
+        assert_array_equal(f(), 1)
+
+    def test_assigning_docstring(self):
+        def foo(x):
+            """Original documentation"""
+            return x
+
+        f = vectorize(foo)
+        assert_equal(f.__doc__, foo.__doc__)
+
+        doc = "Provided documentation"
+        f = vectorize(foo, doc=doc)
+        assert_equal(f.__doc__, doc)
+
+    def test_UnboundMethod_ticket_1156(self):
+        # Regression test for issue 1156
+        class Foo:
+            b = 2
+
+            def bar(self, a):
+                return a ** self.b
+
+        assert_array_equal(vectorize(Foo().bar)(np.arange(9)),
+                           np.arange(9) ** 2)
+        assert_array_equal(vectorize(Foo.bar)(Foo(), np.arange(9)),
+                           np.arange(9) ** 2)
+
+    def test_execution_order_ticket_1487(self):
+        # Regression test for dependence on execution order: issue 1487
+        f1 = vectorize(lambda x: x)
+        res1a = f1(np.arange(3))
+        res1b = f1(np.arange(0.1, 3))
+        f2 = vectorize(lambda x: x)
+        res2b = f2(np.arange(0.1, 3))
+        res2a = f2(np.arange(3))
+        assert_equal(res1a, res2a)
+        assert_equal(res1b, res2b)
+
+    def test_string_ticket_1892(self):
+        # Test vectorization over strings: issue 1892.
+        f = np.vectorize(lambda x: x)
+        s = '0123456789' * 10
+        assert_equal(s, f(s))
+
+    def test_cache(self):
+        # Ensure that vectorized func called exactly once per argument.
+        _calls = [0]
+
+        @vectorize
+        def f(x):
+            _calls[0] += 1
+            return x ** 2
+
+        f.cache = True
+        x = np.arange(5)
+        assert_array_equal(f(x), x * x)
+        assert_equal(_calls[0], len(x))
+
+    def test_otypes(self):
+        f = np.vectorize(lambda x: x)
+        f.otypes = 'i'
+        x = np.arange(5)
+        assert_array_equal(f(x), x)
+
+    def test_parse_gufunc_signature(self):
+        assert_equal(nfb._parse_gufunc_signature('(x)->()'), ([('x',)], [()]))
+        assert_equal(nfb._parse_gufunc_signature('(x,y)->()'),
+                     ([('x', 'y')], [()]))
+        assert_equal(nfb._parse_gufunc_signature('(x),(y)->()'),
+                     ([('x',), ('y',)], [()]))
+        assert_equal(nfb._parse_gufunc_signature('(x)->(y)'),
+                     ([('x',)], [('y',)]))
+        assert_equal(nfb._parse_gufunc_signature('(x)->(y),()'),
+                     ([('x',)], [('y',), ()]))
+        assert_equal(nfb._parse_gufunc_signature('(),(a,b,c),(d)->(d,e)'),
+                     ([(), ('a', 'b', 'c'), ('d',)], [('d', 'e')]))
+
+        # Tests to check if whitespaces are ignored
+        assert_equal(nfb._parse_gufunc_signature('(x )->()'), ([('x',)], [()]))
+        assert_equal(nfb._parse_gufunc_signature('( x , y )->(  )'),
+                     ([('x', 'y')], [()]))
+        assert_equal(nfb._parse_gufunc_signature('(x),( y) ->()'),
+                     ([('x',), ('y',)], [()]))
+        assert_equal(nfb._parse_gufunc_signature('(  x)-> (y )  '),
+                     ([('x',)], [('y',)]))
+        assert_equal(nfb._parse_gufunc_signature(' (x)->( y),( )'),
+                     ([('x',)], [('y',), ()]))
+        assert_equal(nfb._parse_gufunc_signature(
+                     '(  ), ( a,  b,c )  ,(  d)   ->   (d  ,  e)'),
+                     ([(), ('a', 'b', 'c'), ('d',)], [('d', 'e')]))
+
+        with assert_raises(ValueError):
+            nfb._parse_gufunc_signature('(x)(y)->()')
+        with assert_raises(ValueError):
+            nfb._parse_gufunc_signature('(x),(y)->')
+        with assert_raises(ValueError):
+            nfb._parse_gufunc_signature('((x))->(x)')
+
+    def test_signature_simple(self):
+        def addsubtract(a, b):
+            if a > b:
+                return a - b
+            else:
+                return a + b
+
+        f = vectorize(addsubtract, signature='(),()->()')
+        r = f([0, 3, 6, 9], [1, 3, 5, 7])
+        assert_array_equal(r, [1, 6, 1, 2])
+
+    def test_signature_mean_last(self):
+        def mean(a):
+            return a.mean()
+
+        f = vectorize(mean, signature='(n)->()')
+        r = f([[1, 3], [2, 4]])
+        assert_array_equal(r, [2, 3])
+
+    def test_signature_center(self):
+        def center(a):
+            return a - a.mean()
+
+        f = vectorize(center, signature='(n)->(n)')
+        r = f([[1, 3], [2, 4]])
+        assert_array_equal(r, [[-1, 1], [-1, 1]])
+
+    def test_signature_two_outputs(self):
+        f = vectorize(lambda x: (x, x), signature='()->(),()')
+        r = f([1, 2, 3])
+        assert_(isinstance(r, tuple) and len(r) == 2)
+        assert_array_equal(r[0], [1, 2, 3])
+        assert_array_equal(r[1], [1, 2, 3])
+
+    def test_signature_outer(self):
+        f = vectorize(np.outer, signature='(a),(b)->(a,b)')
+        r = f([1, 2], [1, 2, 3])
+        assert_array_equal(r, [[1, 2, 3], [2, 4, 6]])
+
+        r = f([[[1, 2]]], [1, 2, 3])
+        assert_array_equal(r, [[[[1, 2, 3], [2, 4, 6]]]])
+
+        r = f([[1, 0], [2, 0]], [1, 2, 3])
+        assert_array_equal(r, [[[1, 2, 3], [0, 0, 0]],
+                               [[2, 4, 6], [0, 0, 0]]])
+
+        r = f([1, 2], [[1, 2, 3], [0, 0, 0]])
+        assert_array_equal(r, [[[1, 2, 3], [2, 4, 6]],
+                               [[0, 0, 0], [0, 0, 0]]])
+
+    def test_signature_computed_size(self):
+        f = vectorize(lambda x: x[:-1], signature='(n)->(m)')
+        r = f([1, 2, 3])
+        assert_array_equal(r, [1, 2])
+
+        r = f([[1, 2, 3], [2, 3, 4]])
+        assert_array_equal(r, [[1, 2], [2, 3]])
+
+    def test_signature_excluded(self):
+
+        def foo(a, b=1):
+            return a + b
+
+        f = vectorize(foo, signature='()->()', excluded={'b'})
+        assert_array_equal(f([1, 2, 3]), [2, 3, 4])
+        assert_array_equal(f([1, 2, 3], b=0), [1, 2, 3])
+
+    def test_signature_otypes(self):
+        f = vectorize(lambda x: x, signature='(n)->(n)', otypes=['float64'])
+        r = f([1, 2, 3])
+        assert_equal(r.dtype, np.dtype('float64'))
+        assert_array_equal(r, [1, 2, 3])
+
+    def test_signature_invalid_inputs(self):
+        f = vectorize(operator.add, signature='(n),(n)->(n)')
+        with assert_raises_regex(TypeError, 'wrong number of positional'):
+            f([1, 2])
+        with assert_raises_regex(
+                ValueError, 'does not have enough dimensions'):
+            f(1, 2)
+        with assert_raises_regex(
+                ValueError, 'inconsistent size for core dimension'):
+            f([1, 2], [1, 2, 3])
+
+        f = vectorize(operator.add, signature='()->()')
+        with assert_raises_regex(TypeError, 'wrong number of positional'):
+            f(1, 2)
+
+    def test_signature_invalid_outputs(self):
+
+        f = vectorize(lambda x: x[:-1], signature='(n)->(n)')
+        with assert_raises_regex(
+                ValueError, 'inconsistent size for core dimension'):
+            f([1, 2, 3])
+
+        f = vectorize(lambda x: x, signature='()->(),()')
+        with assert_raises_regex(ValueError, 'wrong number of outputs'):
+            f(1)
+
+        f = vectorize(lambda x: (x, x), signature='()->()')
+        with assert_raises_regex(ValueError, 'wrong number of outputs'):
+            f([1, 2])
+
+    def test_size_zero_output(self):
+        # see issue 5868
+        f = np.vectorize(lambda x: x)
+        x = np.zeros([0, 5], dtype=int)
+        with assert_raises_regex(ValueError, 'otypes'):
+            f(x)
+
+        f.otypes = 'i'
+        assert_array_equal(f(x), x)
+
+        f = np.vectorize(lambda x: x, signature='()->()')
+        with assert_raises_regex(ValueError, 'otypes'):
+            f(x)
+
+        f = np.vectorize(lambda x: x, signature='()->()', otypes='i')
+        assert_array_equal(f(x), x)
+
+        f = np.vectorize(lambda x: x, signature='(n)->(n)', otypes='i')
+        assert_array_equal(f(x), x)
+
+        f = np.vectorize(lambda x: x, signature='(n)->(n)')
+        assert_array_equal(f(x.T), x.T)
+
+        f = np.vectorize(lambda x: [x], signature='()->(n)', otypes='i')
+        with assert_raises_regex(ValueError, 'new output dimensions'):
+            f(x)
+
+    def test_subclasses(self):
+        class subclass(np.ndarray):
+            pass
+
+        m = np.array([[1., 0., 0.],
+                      [0., 0., 1.],
+                      [0., 1., 0.]]).view(subclass)
+        v = np.array([[1., 2., 3.], [4., 5., 6.], [7., 8., 9.]]).view(subclass)
+        # generalized (gufunc)
+        matvec = np.vectorize(np.matmul, signature='(m,m),(m)->(m)')
+        r = matvec(m, v)
+        assert_equal(type(r), subclass)
+        assert_equal(r, [[1., 3., 2.], [4., 6., 5.], [7., 9., 8.]])
+
+        # element-wise (ufunc)
+        mult = np.vectorize(lambda x, y: x*y)
+        r = mult(m, v)
+        assert_equal(type(r), subclass)
+        assert_equal(r, m * v)
+
+
+class TestLeaks:
+    class A:
+        iters = 20
+
+        def bound(self, *args):
+            return 0
+
+        @staticmethod
+        def unbound(*args):
+            return 0
+
+    @pytest.mark.skipif(not HAS_REFCOUNT, reason="Python lacks refcounts")
+    @pytest.mark.parametrize('name, incr', [
+            ('bound', A.iters),
+            ('unbound', 0),
+            ])
+    def test_frompyfunc_leaks(self, name, incr):
+        # exposed in gh-11867 as np.vectorized, but the problem stems from
+        # frompyfunc.
+        # class.attribute = np.frompyfunc(<method>) creates a
+        # reference cycle if <method> is a bound class method. It requires a
+        # gc collection cycle to break the cycle (on CPython 3)
+        import gc
+        A_func = getattr(self.A, name)
+        gc.disable()
+        try:
+            refcount = sys.getrefcount(A_func)
+            for i in range(self.A.iters):
+                a = self.A()
+                a.f = np.frompyfunc(getattr(a, name), 1, 1)
+                out = a.f(np.arange(10))
+            a = None
+            # A.func is part of a reference cycle if incr is non-zero
+            assert_equal(sys.getrefcount(A_func), refcount + incr)
+            for i in range(5):
+                gc.collect()
+            assert_equal(sys.getrefcount(A_func), refcount)
+        finally:
+            gc.enable()
+
+
+class TestDigitize:
+
+    def test_forward(self):
+        x = np.arange(-6, 5)
+        bins = np.arange(-5, 5)
+        assert_array_equal(digitize(x, bins), np.arange(11))
+
+    def test_reverse(self):
+        x = np.arange(5, -6, -1)
+        bins = np.arange(5, -5, -1)
+        assert_array_equal(digitize(x, bins), np.arange(11))
+
+    def test_random(self):
+        x = rand(10)
+        bin = np.linspace(x.min(), x.max(), 10)
+        assert_(np.all(digitize(x, bin) != 0))
+
+    def test_right_basic(self):
+        x = [1, 5, 4, 10, 8, 11, 0]
+        bins = [1, 5, 10]
+        default_answer = [1, 2, 1, 3, 2, 3, 0]
+        assert_array_equal(digitize(x, bins), default_answer)
+        right_answer = [0, 1, 1, 2, 2, 3, 0]
+        assert_array_equal(digitize(x, bins, True), right_answer)
+
+    def test_right_open(self):
+        x = np.arange(-6, 5)
+        bins = np.arange(-6, 4)
+        assert_array_equal(digitize(x, bins, True), np.arange(11))
+
+    def test_right_open_reverse(self):
+        x = np.arange(5, -6, -1)
+        bins = np.arange(4, -6, -1)
+        assert_array_equal(digitize(x, bins, True), np.arange(11))
+
+    def test_right_open_random(self):
+        x = rand(10)
+        bins = np.linspace(x.min(), x.max(), 10)
+        assert_(np.all(digitize(x, bins, True) != 10))
+
+    def test_monotonic(self):
+        x = [-1, 0, 1, 2]
+        bins = [0, 0, 1]
+        assert_array_equal(digitize(x, bins, False), [0, 2, 3, 3])
+        assert_array_equal(digitize(x, bins, True), [0, 0, 2, 3])
+        bins = [1, 1, 0]
+        assert_array_equal(digitize(x, bins, False), [3, 2, 0, 0])
+        assert_array_equal(digitize(x, bins, True), [3, 3, 2, 0])
+        bins = [1, 1, 1, 1]
+        assert_array_equal(digitize(x, bins, False), [0, 0, 4, 4])
+        assert_array_equal(digitize(x, bins, True), [0, 0, 0, 4])
+        bins = [0, 0, 1, 0]
+        assert_raises(ValueError, digitize, x, bins)
+        bins = [1, 1, 0, 1]
+        assert_raises(ValueError, digitize, x, bins)
+
+    def test_casting_error(self):
+        x = [1, 2, 3 + 1.j]
+        bins = [1, 2, 3]
+        assert_raises(TypeError, digitize, x, bins)
+        x, bins = bins, x
+        assert_raises(TypeError, digitize, x, bins)
+
+    def test_return_type(self):
+        # Functions returning indices should always return base ndarrays
+        class A(np.ndarray):
+            pass
+        a = np.arange(5).view(A)
+        b = np.arange(1, 3).view(A)
+        assert_(not isinstance(digitize(b, a, False), A))
+        assert_(not isinstance(digitize(b, a, True), A))
+
+    def test_large_integers_increasing(self):
+        # gh-11022
+        x = 2**54  # loses precision in a float
+        assert_equal(np.digitize(x, [x - 1, x + 1]), 1)
+
+    @pytest.mark.xfail(
+        reason="gh-11022: np.core.multiarray._monoticity loses precision")
+    def test_large_integers_decreasing(self):
+        # gh-11022
+        x = 2**54  # loses precision in a float
+        assert_equal(np.digitize(x, [x + 1, x - 1]), 1)
+
+
+class TestUnwrap:
+
+    def test_simple(self):
+        # check that unwrap removes jumps greater that 2*pi
+        assert_array_equal(unwrap([1, 1 + 2 * np.pi]), [1, 1])
+        # check that unwrap maintains continuity
+        assert_(np.all(diff(unwrap(rand(10) * 100)) < np.pi))
+
+    def test_period(self):
+        # check that unwrap removes jumps greater that 255
+        assert_array_equal(unwrap([1, 1 + 256], period=255), [1, 2])
+        # check that unwrap maintains continuity
+        assert_(np.all(diff(unwrap(rand(10) * 1000, period=255)) < 255))
+        # check simple case
+        simple_seq = np.array([0, 75, 150, 225, 300])
+        wrap_seq = np.mod(simple_seq, 255)
+        assert_array_equal(unwrap(wrap_seq, period=255), simple_seq)
+        # check custom discont value
+        uneven_seq = np.array([0, 75, 150, 225, 300, 430])
+        wrap_uneven = np.mod(uneven_seq, 250)
+        no_discont = unwrap(wrap_uneven, period=250)
+        assert_array_equal(no_discont, [0, 75, 150, 225, 300, 180])
+        sm_discont = unwrap(wrap_uneven, period=250, discont=140)
+        assert_array_equal(sm_discont, [0, 75, 150, 225, 300, 430])
+        assert sm_discont.dtype == wrap_uneven.dtype
+
+
+@pytest.mark.parametrize(
+    "dtype", "O" + np.typecodes["AllInteger"] + np.typecodes["Float"]
+)
+@pytest.mark.parametrize("M", [0, 1, 10])
+class TestFilterwindows:
+
+    def test_hanning(self, dtype: str, M: int) -> None:
+        scalar = np.array(M, dtype=dtype)[()]
+
+        w = hanning(scalar)
+        if dtype == "O":
+            ref_dtype = np.float64
+        else:
+            ref_dtype = np.result_type(scalar.dtype, np.float64)
+        assert w.dtype == ref_dtype
+
+        # check symmetry
+        assert_equal(w, flipud(w))
+
+        # check known value
+        if scalar < 1:
+            assert_array_equal(w, np.array([]))
+        elif scalar == 1:
+            assert_array_equal(w, np.ones(1))
+        else:
+            assert_almost_equal(np.sum(w, axis=0), 4.500, 4)
+
+    def test_hamming(self, dtype: str, M: int) -> None:
+        scalar = np.array(M, dtype=dtype)[()]
+
+        w = hamming(scalar)
+        if dtype == "O":
+            ref_dtype = np.float64
+        else:
+            ref_dtype = np.result_type(scalar.dtype, np.float64)
+        assert w.dtype == ref_dtype
+
+        # check symmetry
+        assert_equal(w, flipud(w))
+
+        # check known value
+        if scalar < 1:
+            assert_array_equal(w, np.array([]))
+        elif scalar == 1:
+            assert_array_equal(w, np.ones(1))
+        else:
+            assert_almost_equal(np.sum(w, axis=0), 4.9400, 4)
+
+    def test_bartlett(self, dtype: str, M: int) -> None:
+        scalar = np.array(M, dtype=dtype)[()]
+
+        w = bartlett(scalar)
+        if dtype == "O":
+            ref_dtype = np.float64
+        else:
+            ref_dtype = np.result_type(scalar.dtype, np.float64)
+        assert w.dtype == ref_dtype
+
+        # check symmetry
+        assert_equal(w, flipud(w))
+
+        # check known value
+        if scalar < 1:
+            assert_array_equal(w, np.array([]))
+        elif scalar == 1:
+            assert_array_equal(w, np.ones(1))
+        else:
+            assert_almost_equal(np.sum(w, axis=0), 4.4444, 4)
+
+    def test_blackman(self, dtype: str, M: int) -> None:
+        scalar = np.array(M, dtype=dtype)[()]
+
+        w = blackman(scalar)
+        if dtype == "O":
+            ref_dtype = np.float64
+        else:
+            ref_dtype = np.result_type(scalar.dtype, np.float64)
+        assert w.dtype == ref_dtype
+
+        # check symmetry
+        assert_equal(w, flipud(w))
+
+        # check known value
+        if scalar < 1:
+            assert_array_equal(w, np.array([]))
+        elif scalar == 1:
+            assert_array_equal(w, np.ones(1))
+        else:
+            assert_almost_equal(np.sum(w, axis=0), 3.7800, 4)
+
+    def test_kaiser(self, dtype: str, M: int) -> None:
+        scalar = np.array(M, dtype=dtype)[()]
+
+        w = kaiser(scalar, 0)
+        if dtype == "O":
+            ref_dtype = np.float64
+        else:
+            ref_dtype = np.result_type(scalar.dtype, np.float64)
+        assert w.dtype == ref_dtype
+
+        # check symmetry
+        assert_equal(w, flipud(w))
+
+        # check known value
+        if scalar < 1:
+            assert_array_equal(w, np.array([]))
+        elif scalar == 1:
+            assert_array_equal(w, np.ones(1))
+        else:
+            assert_almost_equal(np.sum(w, axis=0), 10, 15)
+
+
+class TestTrapz:
+
+    def test_simple(self):
+        x = np.arange(-10, 10, .1)
+        r = trapz(np.exp(-.5 * x ** 2) / np.sqrt(2 * np.pi), dx=0.1)
+        # check integral of normal equals 1
+        assert_almost_equal(r, 1, 7)
+
+    def test_ndim(self):
+        x = np.linspace(0, 1, 3)
+        y = np.linspace(0, 2, 8)
+        z = np.linspace(0, 3, 13)
+
+        wx = np.ones_like(x) * (x[1] - x[0])
+        wx[0] /= 2
+        wx[-1] /= 2
+        wy = np.ones_like(y) * (y[1] - y[0])
+        wy[0] /= 2
+        wy[-1] /= 2
+        wz = np.ones_like(z) * (z[1] - z[0])
+        wz[0] /= 2
+        wz[-1] /= 2
+
+        q = x[:, None, None] + y[None,:, None] + z[None, None,:]
+
+        qx = (q * wx[:, None, None]).sum(axis=0)
+        qy = (q * wy[None, :, None]).sum(axis=1)
+        qz = (q * wz[None, None, :]).sum(axis=2)
+
+        # n-d `x`
+        r = trapz(q, x=x[:, None, None], axis=0)
+        assert_almost_equal(r, qx)
+        r = trapz(q, x=y[None,:, None], axis=1)
+        assert_almost_equal(r, qy)
+        r = trapz(q, x=z[None, None,:], axis=2)
+        assert_almost_equal(r, qz)
+
+        # 1-d `x`
+        r = trapz(q, x=x, axis=0)
+        assert_almost_equal(r, qx)
+        r = trapz(q, x=y, axis=1)
+        assert_almost_equal(r, qy)
+        r = trapz(q, x=z, axis=2)
+        assert_almost_equal(r, qz)
+
+    def test_masked(self):
+        # Testing that masked arrays behave as if the function is 0 where
+        # masked
+        x = np.arange(5)
+        y = x * x
+        mask = x == 2
+        ym = np.ma.array(y, mask=mask)
+        r = 13.0  # sum(0.5 * (0 + 1) * 1.0 + 0.5 * (9 + 16))
+        assert_almost_equal(trapz(ym, x), r)
+
+        xm = np.ma.array(x, mask=mask)
+        assert_almost_equal(trapz(ym, xm), r)
+
+        xm = np.ma.array(x, mask=mask)
+        assert_almost_equal(trapz(y, xm), r)
+
+
+class TestSinc:
+
+    def test_simple(self):
+        assert_(sinc(0) == 1)
+        w = sinc(np.linspace(-1, 1, 100))
+        # check symmetry
+        assert_array_almost_equal(w, flipud(w), 7)
+
+    def test_array_like(self):
+        x = [0, 0.5]
+        y1 = sinc(np.array(x))
+        y2 = sinc(list(x))
+        y3 = sinc(tuple(x))
+        assert_array_equal(y1, y2)
+        assert_array_equal(y1, y3)
+
+
+class TestUnique:
+
+    def test_simple(self):
+        x = np.array([4, 3, 2, 1, 1, 2, 3, 4, 0])
+        assert_(np.all(unique(x) == [0, 1, 2, 3, 4]))
+        assert_(unique(np.array([1, 1, 1, 1, 1])) == np.array([1]))
+        x = ['widget', 'ham', 'foo', 'bar', 'foo', 'ham']
+        assert_(np.all(unique(x) == ['bar', 'foo', 'ham', 'widget']))
+        x = np.array([5 + 6j, 1 + 1j, 1 + 10j, 10, 5 + 6j])
+        assert_(np.all(unique(x) == [1 + 1j, 1 + 10j, 5 + 6j, 10]))
+
+
+class TestCheckFinite:
+
+    def test_simple(self):
+        a = [1, 2, 3]
+        b = [1, 2, np.inf]
+        c = [1, 2, np.nan]
+        np.lib.asarray_chkfinite(a)
+        assert_raises(ValueError, np.lib.asarray_chkfinite, b)
+        assert_raises(ValueError, np.lib.asarray_chkfinite, c)
+
+    def test_dtype_order(self):
+        # Regression test for missing dtype and order arguments
+        a = [1, 2, 3]
+        a = np.lib.asarray_chkfinite(a, order='F', dtype=np.float64)
+        assert_(a.dtype == np.float64)
+
+
+class TestCorrCoef:
+    A = np.array(
+        [[0.15391142, 0.18045767, 0.14197213],
+         [0.70461506, 0.96474128, 0.27906989],
+         [0.9297531, 0.32296769, 0.19267156]])
+    B = np.array(
+        [[0.10377691, 0.5417086, 0.49807457],
+         [0.82872117, 0.77801674, 0.39226705],
+         [0.9314666, 0.66800209, 0.03538394]])
+    res1 = np.array(
+        [[1., 0.9379533, -0.04931983],
+         [0.9379533, 1., 0.30007991],
+         [-0.04931983, 0.30007991, 1.]])
+    res2 = np.array(
+        [[1., 0.9379533, -0.04931983, 0.30151751, 0.66318558, 0.51532523],
+         [0.9379533, 1., 0.30007991, -0.04781421, 0.88157256, 0.78052386],
+         [-0.04931983, 0.30007991, 1., -0.96717111, 0.71483595, 0.83053601],
+         [0.30151751, -0.04781421, -0.96717111, 1., -0.51366032, -0.66173113],
+         [0.66318558, 0.88157256, 0.71483595, -0.51366032, 1., 0.98317823],
+         [0.51532523, 0.78052386, 0.83053601, -0.66173113, 0.98317823, 1.]])
+
+    def test_non_array(self):
+        assert_almost_equal(np.corrcoef([0, 1, 0], [1, 0, 1]),
+                            [[1., -1.], [-1.,  1.]])
+
+    def test_simple(self):
+        tgt1 = corrcoef(self.A)
+        assert_almost_equal(tgt1, self.res1)
+        assert_(np.all(np.abs(tgt1) <= 1.0))
+
+        tgt2 = corrcoef(self.A, self.B)
+        assert_almost_equal(tgt2, self.res2)
+        assert_(np.all(np.abs(tgt2) <= 1.0))
+
+    def test_ddof(self):
+        # ddof raises DeprecationWarning
+        with suppress_warnings() as sup:
+            warnings.simplefilter("always")
+            assert_warns(DeprecationWarning, corrcoef, self.A, ddof=-1)
+            sup.filter(DeprecationWarning)
+            # ddof has no or negligible effect on the function
+            assert_almost_equal(corrcoef(self.A, ddof=-1), self.res1)
+            assert_almost_equal(corrcoef(self.A, self.B, ddof=-1), self.res2)
+            assert_almost_equal(corrcoef(self.A, ddof=3), self.res1)
+            assert_almost_equal(corrcoef(self.A, self.B, ddof=3), self.res2)
+
+    def test_bias(self):
+        # bias raises DeprecationWarning
+        with suppress_warnings() as sup:
+            warnings.simplefilter("always")
+            assert_warns(DeprecationWarning, corrcoef, self.A, self.B, 1, 0)
+            assert_warns(DeprecationWarning, corrcoef, self.A, bias=0)
+            sup.filter(DeprecationWarning)
+            # bias has no or negligible effect on the function
+            assert_almost_equal(corrcoef(self.A, bias=1), self.res1)
+
+    def test_complex(self):
+        x = np.array([[1, 2, 3], [1j, 2j, 3j]])
+        res = corrcoef(x)
+        tgt = np.array([[1., -1.j], [1.j, 1.]])
+        assert_allclose(res, tgt)
+        assert_(np.all(np.abs(res) <= 1.0))
+
+    def test_xy(self):
+        x = np.array([[1, 2, 3]])
+        y = np.array([[1j, 2j, 3j]])
+        assert_allclose(np.corrcoef(x, y), np.array([[1., -1.j], [1.j, 1.]]))
+
+    def test_empty(self):
+        with warnings.catch_warnings(record=True):
+            warnings.simplefilter('always', RuntimeWarning)
+            assert_array_equal(corrcoef(np.array([])), np.nan)
+            assert_array_equal(corrcoef(np.array([]).reshape(0, 2)),
+                               np.array([]).reshape(0, 0))
+            assert_array_equal(corrcoef(np.array([]).reshape(2, 0)),
+                               np.array([[np.nan, np.nan], [np.nan, np.nan]]))
+
+    def test_extreme(self):
+        x = [[1e-100, 1e100], [1e100, 1e-100]]
+        with np.errstate(all='raise'):
+            c = corrcoef(x)
+        assert_array_almost_equal(c, np.array([[1., -1.], [-1., 1.]]))
+        assert_(np.all(np.abs(c) <= 1.0))
+
+    @pytest.mark.parametrize("test_type", [np.half, np.single, np.double, np.longdouble])
+    def test_corrcoef_dtype(self, test_type):
+        cast_A = self.A.astype(test_type)
+        res = corrcoef(cast_A, dtype=test_type)
+        assert test_type == res.dtype
+
+
+class TestCov:
+    x1 = np.array([[0, 2], [1, 1], [2, 0]]).T
+    res1 = np.array([[1., -1.], [-1., 1.]])
+    x2 = np.array([0.0, 1.0, 2.0], ndmin=2)
+    frequencies = np.array([1, 4, 1])
+    x2_repeats = np.array([[0.0], [1.0], [1.0], [1.0], [1.0], [2.0]]).T
+    res2 = np.array([[0.4, -0.4], [-0.4, 0.4]])
+    unit_frequencies = np.ones(3, dtype=np.int_)
+    weights = np.array([1.0, 4.0, 1.0])
+    res3 = np.array([[2. / 3., -2. / 3.], [-2. / 3., 2. / 3.]])
+    unit_weights = np.ones(3)
+    x3 = np.array([0.3942, 0.5969, 0.7730, 0.9918, 0.7964])
+
+    def test_basic(self):
+        assert_allclose(cov(self.x1), self.res1)
+
+    def test_complex(self):
+        x = np.array([[1, 2, 3], [1j, 2j, 3j]])
+        res = np.array([[1., -1.j], [1.j, 1.]])
+        assert_allclose(cov(x), res)
+        assert_allclose(cov(x, aweights=np.ones(3)), res)
+
+    def test_xy(self):
+        x = np.array([[1, 2, 3]])
+        y = np.array([[1j, 2j, 3j]])
+        assert_allclose(cov(x, y), np.array([[1., -1.j], [1.j, 1.]]))
+
+    def test_empty(self):
+        with warnings.catch_warnings(record=True):
+            warnings.simplefilter('always', RuntimeWarning)
+            assert_array_equal(cov(np.array([])), np.nan)
+            assert_array_equal(cov(np.array([]).reshape(0, 2)),
+                               np.array([]).reshape(0, 0))
+            assert_array_equal(cov(np.array([]).reshape(2, 0)),
+                               np.array([[np.nan, np.nan], [np.nan, np.nan]]))
+
+    def test_wrong_ddof(self):
+        with warnings.catch_warnings(record=True):
+            warnings.simplefilter('always', RuntimeWarning)
+            assert_array_equal(cov(self.x1, ddof=5),
+                               np.array([[np.inf, -np.inf],
+                                         [-np.inf, np.inf]]))
+
+    def test_1D_rowvar(self):
+        assert_allclose(cov(self.x3), cov(self.x3, rowvar=False))
+        y = np.array([0.0780, 0.3107, 0.2111, 0.0334, 0.8501])
+        assert_allclose(cov(self.x3, y), cov(self.x3, y, rowvar=False))
+
+    def test_1D_variance(self):
+        assert_allclose(cov(self.x3, ddof=1), np.var(self.x3, ddof=1))
+
+    def test_fweights(self):
+        assert_allclose(cov(self.x2, fweights=self.frequencies),
+                        cov(self.x2_repeats))
+        assert_allclose(cov(self.x1, fweights=self.frequencies),
+                        self.res2)
+        assert_allclose(cov(self.x1, fweights=self.unit_frequencies),
+                        self.res1)
+        nonint = self.frequencies + 0.5
+        assert_raises(TypeError, cov, self.x1, fweights=nonint)
+        f = np.ones((2, 3), dtype=np.int_)
+        assert_raises(RuntimeError, cov, self.x1, fweights=f)
+        f = np.ones(2, dtype=np.int_)
+        assert_raises(RuntimeError, cov, self.x1, fweights=f)
+        f = -1 * np.ones(3, dtype=np.int_)
+        assert_raises(ValueError, cov, self.x1, fweights=f)
+
+    def test_aweights(self):
+        assert_allclose(cov(self.x1, aweights=self.weights), self.res3)
+        assert_allclose(cov(self.x1, aweights=3.0 * self.weights),
+                        cov(self.x1, aweights=self.weights))
+        assert_allclose(cov(self.x1, aweights=self.unit_weights), self.res1)
+        w = np.ones((2, 3))
+        assert_raises(RuntimeError, cov, self.x1, aweights=w)
+        w = np.ones(2)
+        assert_raises(RuntimeError, cov, self.x1, aweights=w)
+        w = -1.0 * np.ones(3)
+        assert_raises(ValueError, cov, self.x1, aweights=w)
+
+    def test_unit_fweights_and_aweights(self):
+        assert_allclose(cov(self.x2, fweights=self.frequencies,
+                            aweights=self.unit_weights),
+                        cov(self.x2_repeats))
+        assert_allclose(cov(self.x1, fweights=self.frequencies,
+                            aweights=self.unit_weights),
+                        self.res2)
+        assert_allclose(cov(self.x1, fweights=self.unit_frequencies,
+                            aweights=self.unit_weights),
+                        self.res1)
+        assert_allclose(cov(self.x1, fweights=self.unit_frequencies,
+                            aweights=self.weights),
+                        self.res3)
+        assert_allclose(cov(self.x1, fweights=self.unit_frequencies,
+                            aweights=3.0 * self.weights),
+                        cov(self.x1, aweights=self.weights))
+        assert_allclose(cov(self.x1, fweights=self.unit_frequencies,
+                            aweights=self.unit_weights),
+                        self.res1)
+
+    @pytest.mark.parametrize("test_type", [np.half, np.single, np.double, np.longdouble])
+    def test_cov_dtype(self, test_type):
+        cast_x1 = self.x1.astype(test_type)
+        res = cov(cast_x1, dtype=test_type)
+        assert test_type == res.dtype
+
+
+class Test_I0:
+
+    def test_simple(self):
+        assert_almost_equal(
+            i0(0.5),
+            np.array(1.0634833707413234))
+
+        # need at least one test above 8, as the implementation is piecewise
+        A = np.array([0.49842636, 0.6969809, 0.22011976, 0.0155549, 10.0])
+        expected = np.array([1.06307822, 1.12518299, 1.01214991, 1.00006049, 2815.71662847])
+        assert_almost_equal(i0(A), expected)
+        assert_almost_equal(i0(-A), expected)
+
+        B = np.array([[0.827002, 0.99959078],
+                      [0.89694769, 0.39298162],
+                      [0.37954418, 0.05206293],
+                      [0.36465447, 0.72446427],
+                      [0.48164949, 0.50324519]])
+        assert_almost_equal(
+            i0(B),
+            np.array([[1.17843223, 1.26583466],
+                      [1.21147086, 1.03898290],
+                      [1.03633899, 1.00067775],
+                      [1.03352052, 1.13557954],
+                      [1.05884290, 1.06432317]]))
+        # Regression test for gh-11205
+        i0_0 = np.i0([0.])
+        assert_equal(i0_0.shape, (1,))
+        assert_array_equal(np.i0([0.]), np.array([1.]))
+
+    def test_non_array(self):
+        a = np.arange(4)
+
+        class array_like:
+            __array_interface__ = a.__array_interface__
+
+            def __array_wrap__(self, arr):
+                return self
+
+        # E.g. pandas series survive ufunc calls through array-wrap:
+        assert isinstance(np.abs(array_like()), array_like)
+        exp = np.i0(a)
+        res = np.i0(array_like())
+
+        assert_array_equal(exp, res)
+
+    def test_complex(self):
+        a = np.array([0, 1 + 2j])
+        with pytest.raises(TypeError, match="i0 not supported for complex values"):
+            res = i0(a)
+
+
+class TestKaiser:
+
+    def test_simple(self):
+        assert_(np.isfinite(kaiser(1, 1.0)))
+        assert_almost_equal(kaiser(0, 1.0),
+                            np.array([]))
+        assert_almost_equal(kaiser(2, 1.0),
+                            np.array([0.78984831, 0.78984831]))
+        assert_almost_equal(kaiser(5, 1.0),
+                            np.array([0.78984831, 0.94503323, 1.,
+                                      0.94503323, 0.78984831]))
+        assert_almost_equal(kaiser(5, 1.56789),
+                            np.array([0.58285404, 0.88409679, 1.,
+                                      0.88409679, 0.58285404]))
+
+    def test_int_beta(self):
+        kaiser(3, 4)
+
+
+class TestMsort:
+
+    def test_simple(self):
+        A = np.array([[0.44567325, 0.79115165, 0.54900530],
+                      [0.36844147, 0.37325583, 0.96098397],
+                      [0.64864341, 0.52929049, 0.39172155]])
+        assert_almost_equal(
+            msort(A),
+            np.array([[0.36844147, 0.37325583, 0.39172155],
+                      [0.44567325, 0.52929049, 0.54900530],
+                      [0.64864341, 0.79115165, 0.96098397]]))
+
+
+class TestMeshgrid:
+
+    def test_simple(self):
+        [X, Y] = meshgrid([1, 2, 3], [4, 5, 6, 7])
+        assert_array_equal(X, np.array([[1, 2, 3],
+                                        [1, 2, 3],
+                                        [1, 2, 3],
+                                        [1, 2, 3]]))
+        assert_array_equal(Y, np.array([[4, 4, 4],
+                                        [5, 5, 5],
+                                        [6, 6, 6],
+                                        [7, 7, 7]]))
+
+    def test_single_input(self):
+        [X] = meshgrid([1, 2, 3, 4])
+        assert_array_equal(X, np.array([1, 2, 3, 4]))
+
+    def test_no_input(self):
+        args = []
+        assert_array_equal([], meshgrid(*args))
+        assert_array_equal([], meshgrid(*args, copy=False))
+
+    def test_indexing(self):
+        x = [1, 2, 3]
+        y = [4, 5, 6, 7]
+        [X, Y] = meshgrid(x, y, indexing='ij')
+        assert_array_equal(X, np.array([[1, 1, 1, 1],
+                                        [2, 2, 2, 2],
+                                        [3, 3, 3, 3]]))
+        assert_array_equal(Y, np.array([[4, 5, 6, 7],
+                                        [4, 5, 6, 7],
+                                        [4, 5, 6, 7]]))
+
+        # Test expected shapes:
+        z = [8, 9]
+        assert_(meshgrid(x, y)[0].shape == (4, 3))
+        assert_(meshgrid(x, y, indexing='ij')[0].shape == (3, 4))
+        assert_(meshgrid(x, y, z)[0].shape == (4, 3, 2))
+        assert_(meshgrid(x, y, z, indexing='ij')[0].shape == (3, 4, 2))
+
+        assert_raises(ValueError, meshgrid, x, y, indexing='notvalid')
+
+    def test_sparse(self):
+        [X, Y] = meshgrid([1, 2, 3], [4, 5, 6, 7], sparse=True)
+        assert_array_equal(X, np.array([[1, 2, 3]]))
+        assert_array_equal(Y, np.array([[4], [5], [6], [7]]))
+
+    def test_invalid_arguments(self):
+        # Test that meshgrid complains about invalid arguments
+        # Regression test for issue #4755:
+        # https://github.com/numpy/numpy/issues/4755
+        assert_raises(TypeError, meshgrid,
+                      [1, 2, 3], [4, 5, 6, 7], indices='ij')
+
+    def test_return_type(self):
+        # Test for appropriate dtype in returned arrays.
+        # Regression test for issue #5297
+        # https://github.com/numpy/numpy/issues/5297
+        x = np.arange(0, 10, dtype=np.float32)
+        y = np.arange(10, 20, dtype=np.float64)
+
+        X, Y = np.meshgrid(x,y)
+
+        assert_(X.dtype == x.dtype)
+        assert_(Y.dtype == y.dtype)
+
+        # copy
+        X, Y = np.meshgrid(x,y, copy=True)
+
+        assert_(X.dtype == x.dtype)
+        assert_(Y.dtype == y.dtype)
+
+        # sparse
+        X, Y = np.meshgrid(x,y, sparse=True)
+
+        assert_(X.dtype == x.dtype)
+        assert_(Y.dtype == y.dtype)
+
+    def test_writeback(self):
+        # Issue 8561
+        X = np.array([1.1, 2.2])
+        Y = np.array([3.3, 4.4])
+        x, y = np.meshgrid(X, Y, sparse=False, copy=True)
+
+        x[0, :] = 0
+        assert_equal(x[0, :], 0)
+        assert_equal(x[1, :], X)
+
+    def test_nd_shape(self):
+        a, b, c, d, e = np.meshgrid(*([0] * i for i in range(1, 6)))
+        expected_shape = (2, 1, 3, 4, 5)
+        assert_equal(a.shape, expected_shape)
+        assert_equal(b.shape, expected_shape)
+        assert_equal(c.shape, expected_shape)
+        assert_equal(d.shape, expected_shape)
+        assert_equal(e.shape, expected_shape)
+
+    def test_nd_values(self):
+        a, b, c = np.meshgrid([0], [1, 2], [3, 4, 5])
+        assert_equal(a, [[[0, 0, 0]], [[0, 0, 0]]])
+        assert_equal(b, [[[1, 1, 1]], [[2, 2, 2]]])
+        assert_equal(c, [[[3, 4, 5]], [[3, 4, 5]]])
+
+    def test_nd_indexing(self):
+        a, b, c = np.meshgrid([0], [1, 2], [3, 4, 5], indexing='ij')
+        assert_equal(a, [[[0, 0, 0], [0, 0, 0]]])
+        assert_equal(b, [[[1, 1, 1], [2, 2, 2]]])
+        assert_equal(c, [[[3, 4, 5], [3, 4, 5]]])
+
+
+class TestPiecewise:
+
+    def test_simple(self):
+        # Condition is single bool list
+        x = piecewise([0, 0], [True, False], [1])
+        assert_array_equal(x, [1, 0])
+
+        # List of conditions: single bool list
+        x = piecewise([0, 0], [[True, False]], [1])
+        assert_array_equal(x, [1, 0])
+
+        # Conditions is single bool array
+        x = piecewise([0, 0], np.array([True, False]), [1])
+        assert_array_equal(x, [1, 0])
+
+        # Condition is single int array
+        x = piecewise([0, 0], np.array([1, 0]), [1])
+        assert_array_equal(x, [1, 0])
+
+        # List of conditions: int array
+        x = piecewise([0, 0], [np.array([1, 0])], [1])
+        assert_array_equal(x, [1, 0])
+
+        x = piecewise([0, 0], [[False, True]], [lambda x:-1])
+        assert_array_equal(x, [0, -1])
+
+        assert_raises_regex(ValueError, '1 or 2 functions are expected',
+            piecewise, [0, 0], [[False, True]], [])
+        assert_raises_regex(ValueError, '1 or 2 functions are expected',
+            piecewise, [0, 0], [[False, True]], [1, 2, 3])
+
+    def test_two_conditions(self):
+        x = piecewise([1, 2], [[True, False], [False, True]], [3, 4])
+        assert_array_equal(x, [3, 4])
+
+    def test_scalar_domains_three_conditions(self):
+        x = piecewise(3, [True, False, False], [4, 2, 0])
+        assert_equal(x, 4)
+
+    def test_default(self):
+        # No value specified for x[1], should be 0
+        x = piecewise([1, 2], [True, False], [2])
+        assert_array_equal(x, [2, 0])
+
+        # Should set x[1] to 3
+        x = piecewise([1, 2], [True, False], [2, 3])
+        assert_array_equal(x, [2, 3])
+
+    def test_0d(self):
+        x = np.array(3)
+        y = piecewise(x, x > 3, [4, 0])
+        assert_(y.ndim == 0)
+        assert_(y == 0)
+
+        x = 5
+        y = piecewise(x, [True, False], [1, 0])
+        assert_(y.ndim == 0)
+        assert_(y == 1)
+
+        # With 3 ranges (It was failing, before)
+        y = piecewise(x, [False, False, True], [1, 2, 3])
+        assert_array_equal(y, 3)
+
+    def test_0d_comparison(self):
+        x = 3
+        y = piecewise(x, [x <= 3, x > 3], [4, 0])  # Should succeed.
+        assert_equal(y, 4)
+
+        # With 3 ranges (It was failing, before)
+        x = 4
+        y = piecewise(x, [x <= 3, (x > 3) * (x <= 5), x > 5], [1, 2, 3])
+        assert_array_equal(y, 2)
+
+        assert_raises_regex(ValueError, '2 or 3 functions are expected',
+            piecewise, x, [x <= 3, x > 3], [1])
+        assert_raises_regex(ValueError, '2 or 3 functions are expected',
+            piecewise, x, [x <= 3, x > 3], [1, 1, 1, 1])
+
+    def test_0d_0d_condition(self):
+        x = np.array(3)
+        c = np.array(x > 3)
+        y = piecewise(x, [c], [1, 2])
+        assert_equal(y, 2)
+
+    def test_multidimensional_extrafunc(self):
+        x = np.array([[-2.5, -1.5, -0.5],
+                      [0.5, 1.5, 2.5]])
+        y = piecewise(x, [x < 0, x >= 2], [-1, 1, 3])
+        assert_array_equal(y, np.array([[-1., -1., -1.],
+                                        [3., 3., 1.]]))
+
+    def test_subclasses(self):
+        class subclass(np.ndarray):
+            pass
+        x = np.arange(5.).view(subclass)
+        r = piecewise(x, [x<2., x>=4], [-1., 1., 0.])
+        assert_equal(type(r), subclass)
+        assert_equal(r, [-1., -1., 0., 0., 1.])
+
+
+class TestBincount:
+
+    def test_simple(self):
+        y = np.bincount(np.arange(4))
+        assert_array_equal(y, np.ones(4))
+
+    def test_simple2(self):
+        y = np.bincount(np.array([1, 5, 2, 4, 1]))
+        assert_array_equal(y, np.array([0, 2, 1, 0, 1, 1]))
+
+    def test_simple_weight(self):
+        x = np.arange(4)
+        w = np.array([0.2, 0.3, 0.5, 0.1])
+        y = np.bincount(x, w)
+        assert_array_equal(y, w)
+
+    def test_simple_weight2(self):
+        x = np.array([1, 2, 4, 5, 2])
+        w = np.array([0.2, 0.3, 0.5, 0.1, 0.2])
+        y = np.bincount(x, w)
+        assert_array_equal(y, np.array([0, 0.2, 0.5, 0, 0.5, 0.1]))
+
+    def test_with_minlength(self):
+        x = np.array([0, 1, 0, 1, 1])
+        y = np.bincount(x, minlength=3)
+        assert_array_equal(y, np.array([2, 3, 0]))
+        x = []
+        y = np.bincount(x, minlength=0)
+        assert_array_equal(y, np.array([]))
+
+    def test_with_minlength_smaller_than_maxvalue(self):
+        x = np.array([0, 1, 1, 2, 2, 3, 3])
+        y = np.bincount(x, minlength=2)
+        assert_array_equal(y, np.array([1, 2, 2, 2]))
+        y = np.bincount(x, minlength=0)
+        assert_array_equal(y, np.array([1, 2, 2, 2]))
+
+    def test_with_minlength_and_weights(self):
+        x = np.array([1, 2, 4, 5, 2])
+        w = np.array([0.2, 0.3, 0.5, 0.1, 0.2])
+        y = np.bincount(x, w, 8)
+        assert_array_equal(y, np.array([0, 0.2, 0.5, 0, 0.5, 0.1, 0, 0]))
+
+    def test_empty(self):
+        x = np.array([], dtype=int)
+        y = np.bincount(x)
+        assert_array_equal(x, y)
+
+    def test_empty_with_minlength(self):
+        x = np.array([], dtype=int)
+        y = np.bincount(x, minlength=5)
+        assert_array_equal(y, np.zeros(5, dtype=int))
+
+    def test_with_incorrect_minlength(self):
+        x = np.array([], dtype=int)
+        assert_raises_regex(TypeError,
+                            "'str' object cannot be interpreted",
+                            lambda: np.bincount(x, minlength="foobar"))
+        assert_raises_regex(ValueError,
+                            "must not be negative",
+                            lambda: np.bincount(x, minlength=-1))
+
+        x = np.arange(5)
+        assert_raises_regex(TypeError,
+                            "'str' object cannot be interpreted",
+                            lambda: np.bincount(x, minlength="foobar"))
+        assert_raises_regex(ValueError,
+                            "must not be negative",
+                            lambda: np.bincount(x, minlength=-1))
+
+    @pytest.mark.skipif(not HAS_REFCOUNT, reason="Python lacks refcounts")
+    def test_dtype_reference_leaks(self):
+        # gh-6805
+        intp_refcount = sys.getrefcount(np.dtype(np.intp))
+        double_refcount = sys.getrefcount(np.dtype(np.double))
+
+        for j in range(10):
+            np.bincount([1, 2, 3])
+        assert_equal(sys.getrefcount(np.dtype(np.intp)), intp_refcount)
+        assert_equal(sys.getrefcount(np.dtype(np.double)), double_refcount)
+
+        for j in range(10):
+            np.bincount([1, 2, 3], [4, 5, 6])
+        assert_equal(sys.getrefcount(np.dtype(np.intp)), intp_refcount)
+        assert_equal(sys.getrefcount(np.dtype(np.double)), double_refcount)
+
+    @pytest.mark.parametrize("vals", [[[2, 2]], 2])
+    def test_error_not_1d(self, vals):
+        # Test that values has to be 1-D (both as array and nested list)
+        vals_arr = np.asarray(vals)
+        with assert_raises(ValueError):
+            np.bincount(vals_arr)
+        with assert_raises(ValueError):
+            np.bincount(vals)
+
+
+class TestInterp:
+
+    def test_exceptions(self):
+        assert_raises(ValueError, interp, 0, [], [])
+        assert_raises(ValueError, interp, 0, [0], [1, 2])
+        assert_raises(ValueError, interp, 0, [0, 1], [1, 2], period=0)
+        assert_raises(ValueError, interp, 0, [], [], period=360)
+        assert_raises(ValueError, interp, 0, [0], [1, 2], period=360)
+
+    def test_basic(self):
+        x = np.linspace(0, 1, 5)
+        y = np.linspace(0, 1, 5)
+        x0 = np.linspace(0, 1, 50)
+        assert_almost_equal(np.interp(x0, x, y), x0)
+
+    def test_right_left_behavior(self):
+        # Needs range of sizes to test different code paths.
+        # size ==1 is special cased, 1 < size < 5 is linear search, and
+        # size >= 5 goes through local search and possibly binary search.
+        for size in range(1, 10):
+            xp = np.arange(size, dtype=np.double)
+            yp = np.ones(size, dtype=np.double)
+            incpts = np.array([-1, 0, size - 1, size], dtype=np.double)
+            decpts = incpts[::-1]
+
+            incres = interp(incpts, xp, yp)
+            decres = interp(decpts, xp, yp)
+            inctgt = np.array([1, 1, 1, 1], dtype=float)
+            dectgt = inctgt[::-1]
+            assert_equal(incres, inctgt)
+            assert_equal(decres, dectgt)
+
+            incres = interp(incpts, xp, yp, left=0)
+            decres = interp(decpts, xp, yp, left=0)
+            inctgt = np.array([0, 1, 1, 1], dtype=float)
+            dectgt = inctgt[::-1]
+            assert_equal(incres, inctgt)
+            assert_equal(decres, dectgt)
+
+            incres = interp(incpts, xp, yp, right=2)
+            decres = interp(decpts, xp, yp, right=2)
+            inctgt = np.array([1, 1, 1, 2], dtype=float)
+            dectgt = inctgt[::-1]
+            assert_equal(incres, inctgt)
+            assert_equal(decres, dectgt)
+
+            incres = interp(incpts, xp, yp, left=0, right=2)
+            decres = interp(decpts, xp, yp, left=0, right=2)
+            inctgt = np.array([0, 1, 1, 2], dtype=float)
+            dectgt = inctgt[::-1]
+            assert_equal(incres, inctgt)
+            assert_equal(decres, dectgt)
+
+    def test_scalar_interpolation_point(self):
+        x = np.linspace(0, 1, 5)
+        y = np.linspace(0, 1, 5)
+        x0 = 0
+        assert_almost_equal(np.interp(x0, x, y), x0)
+        x0 = .3
+        assert_almost_equal(np.interp(x0, x, y), x0)
+        x0 = np.float32(.3)
+        assert_almost_equal(np.interp(x0, x, y), x0)
+        x0 = np.float64(.3)
+        assert_almost_equal(np.interp(x0, x, y), x0)
+        x0 = np.nan
+        assert_almost_equal(np.interp(x0, x, y), x0)
+
+    def test_non_finite_behavior_exact_x(self):
+        x = [1, 2, 2.5, 3, 4]
+        xp = [1, 2, 3, 4]
+        fp = [1, 2, np.inf, 4]
+        assert_almost_equal(np.interp(x, xp, fp), [1, 2, np.inf, np.inf, 4])
+        fp = [1, 2, np.nan, 4]
+        assert_almost_equal(np.interp(x, xp, fp), [1, 2, np.nan, np.nan, 4])
+
+    @pytest.fixture(params=[
+        lambda x: np.float_(x),
+        lambda x: _make_complex(x, 0),
+        lambda x: _make_complex(0, x),
+        lambda x: _make_complex(x, np.multiply(x, -2))
+    ], ids=[
+        'real',
+        'complex-real',
+        'complex-imag',
+        'complex-both'
+    ])
+    def sc(self, request):
+        """ scale function used by the below tests """
+        return request.param
+
+    def test_non_finite_any_nan(self, sc):
+        """ test that nans are propagated """
+        assert_equal(np.interp(0.5, [np.nan,      1], sc([     0,     10])), sc(np.nan))
+        assert_equal(np.interp(0.5, [     0, np.nan], sc([     0,     10])), sc(np.nan))
+        assert_equal(np.interp(0.5, [     0,      1], sc([np.nan,     10])), sc(np.nan))
+        assert_equal(np.interp(0.5, [     0,      1], sc([     0, np.nan])), sc(np.nan))
+
+    def test_non_finite_inf(self, sc):
+        """ Test that interp between opposite infs gives nan """
+        assert_equal(np.interp(0.5, [-np.inf, +np.inf], sc([      0,      10])), sc(np.nan))
+        assert_equal(np.interp(0.5, [      0,       1], sc([-np.inf, +np.inf])), sc(np.nan))
+        assert_equal(np.interp(0.5, [      0,       1], sc([+np.inf, -np.inf])), sc(np.nan))
+
+        # unless the y values are equal
+        assert_equal(np.interp(0.5, [-np.inf, +np.inf], sc([     10,      10])), sc(10))
+
+    def test_non_finite_half_inf_xf(self, sc):
+        """ Test that interp where both axes have a bound at inf gives nan """
+        assert_equal(np.interp(0.5, [-np.inf,       1], sc([-np.inf,      10])), sc(np.nan))
+        assert_equal(np.interp(0.5, [-np.inf,       1], sc([+np.inf,      10])), sc(np.nan))
+        assert_equal(np.interp(0.5, [-np.inf,       1], sc([      0, -np.inf])), sc(np.nan))
+        assert_equal(np.interp(0.5, [-np.inf,       1], sc([      0, +np.inf])), sc(np.nan))
+        assert_equal(np.interp(0.5, [      0, +np.inf], sc([-np.inf,      10])), sc(np.nan))
+        assert_equal(np.interp(0.5, [      0, +np.inf], sc([+np.inf,      10])), sc(np.nan))
+        assert_equal(np.interp(0.5, [      0, +np.inf], sc([      0, -np.inf])), sc(np.nan))
+        assert_equal(np.interp(0.5, [      0, +np.inf], sc([      0, +np.inf])), sc(np.nan))
+
+    def test_non_finite_half_inf_x(self, sc):
+        """ Test interp where the x axis has a bound at inf """
+        assert_equal(np.interp(0.5, [-np.inf, -np.inf], sc([0, 10])), sc(10))
+        assert_equal(np.interp(0.5, [-np.inf, 1      ], sc([0, 10])), sc(10))
+        assert_equal(np.interp(0.5, [      0, +np.inf], sc([0, 10])), sc(0))
+        assert_equal(np.interp(0.5, [+np.inf, +np.inf], sc([0, 10])), sc(0))
+
+    def test_non_finite_half_inf_f(self, sc):
+        """ Test interp where the f axis has a bound at inf """
+        assert_equal(np.interp(0.5, [0, 1], sc([      0, -np.inf])), sc(-np.inf))
+        assert_equal(np.interp(0.5, [0, 1], sc([      0, +np.inf])), sc(+np.inf))
+        assert_equal(np.interp(0.5, [0, 1], sc([-np.inf,      10])), sc(-np.inf))
+        assert_equal(np.interp(0.5, [0, 1], sc([+np.inf,      10])), sc(+np.inf))
+        assert_equal(np.interp(0.5, [0, 1], sc([-np.inf, -np.inf])), sc(-np.inf))
+        assert_equal(np.interp(0.5, [0, 1], sc([+np.inf, +np.inf])), sc(+np.inf))
+
+    def test_complex_interp(self):
+        # test complex interpolation
+        x = np.linspace(0, 1, 5)
+        y = np.linspace(0, 1, 5) + (1 + np.linspace(0, 1, 5))*1.0j
+        x0 = 0.3
+        y0 = x0 + (1+x0)*1.0j
+        assert_almost_equal(np.interp(x0, x, y), y0)
+        # test complex left and right
+        x0 = -1
+        left = 2 + 3.0j
+        assert_almost_equal(np.interp(x0, x, y, left=left), left)
+        x0 = 2.0
+        right = 2 + 3.0j
+        assert_almost_equal(np.interp(x0, x, y, right=right), right)
+        # test complex non finite
+        x = [1, 2, 2.5, 3, 4]
+        xp = [1, 2, 3, 4]
+        fp = [1, 2+1j, np.inf, 4]
+        y = [1, 2+1j, np.inf+0.5j, np.inf, 4]
+        assert_almost_equal(np.interp(x, xp, fp), y)
+        # test complex periodic
+        x = [-180, -170, -185, 185, -10, -5, 0, 365]
+        xp = [190, -190, 350, -350]
+        fp = [5+1.0j, 10+2j, 3+3j, 4+4j]
+        y = [7.5+1.5j, 5.+1.0j, 8.75+1.75j, 6.25+1.25j, 3.+3j, 3.25+3.25j,
+             3.5+3.5j, 3.75+3.75j]
+        assert_almost_equal(np.interp(x, xp, fp, period=360), y)
+
+    def test_zero_dimensional_interpolation_point(self):
+        x = np.linspace(0, 1, 5)
+        y = np.linspace(0, 1, 5)
+        x0 = np.array(.3)
+        assert_almost_equal(np.interp(x0, x, y), x0)
+
+        xp = np.array([0, 2, 4])
+        fp = np.array([1, -1, 1])
+
+        actual = np.interp(np.array(1), xp, fp)
+        assert_equal(actual, 0)
+        assert_(isinstance(actual, np.float64))
+
+        actual = np.interp(np.array(4.5), xp, fp, period=4)
+        assert_equal(actual, 0.5)
+        assert_(isinstance(actual, np.float64))
+
+    def test_if_len_x_is_small(self):
+        xp = np.arange(0, 10, 0.0001)
+        fp = np.sin(xp)
+        assert_almost_equal(np.interp(np.pi, xp, fp), 0.0)
+
+    def test_period(self):
+        x = [-180, -170, -185, 185, -10, -5, 0, 365]
+        xp = [190, -190, 350, -350]
+        fp = [5, 10, 3, 4]
+        y = [7.5, 5., 8.75, 6.25, 3., 3.25, 3.5, 3.75]
+        assert_almost_equal(np.interp(x, xp, fp, period=360), y)
+        x = np.array(x, order='F').reshape(2, -1)
+        y = np.array(y, order='C').reshape(2, -1)
+        assert_almost_equal(np.interp(x, xp, fp, period=360), y)
+
+
+class TestPercentile:
+
+    def test_basic(self):
+        x = np.arange(8) * 0.5
+        assert_equal(np.percentile(x, 0), 0.)
+        assert_equal(np.percentile(x, 100), 3.5)
+        assert_equal(np.percentile(x, 50), 1.75)
+        x[1] = np.nan
+        assert_equal(np.percentile(x, 0), np.nan)
+        assert_equal(np.percentile(x, 0, method='nearest'), np.nan)
+
+    def test_fraction(self):
+        x = [Fraction(i, 2) for i in range(8)]
+
+        p = np.percentile(x, Fraction(0))
+        assert_equal(p, Fraction(0))
+        assert_equal(type(p), Fraction)
+
+        p = np.percentile(x, Fraction(100))
+        assert_equal(p, Fraction(7, 2))
+        assert_equal(type(p), Fraction)
+
+        p = np.percentile(x, Fraction(50))
+        assert_equal(p, Fraction(7, 4))
+        assert_equal(type(p), Fraction)
+
+        p = np.percentile(x, [Fraction(50)])
+        assert_equal(p, np.array([Fraction(7, 4)]))
+        assert_equal(type(p), np.ndarray)
+
+    def test_api(self):
+        d = np.ones(5)
+        np.percentile(d, 5, None, None, False)
+        np.percentile(d, 5, None, None, False, 'linear')
+        o = np.ones((1,))
+        np.percentile(d, 5, None, o, False, 'linear')
+
+    def test_2D(self):
+        x = np.array([[1, 1, 1],
+                      [1, 1, 1],
+                      [4, 4, 3],
+                      [1, 1, 1],
+                      [1, 1, 1]])
+        assert_array_equal(np.percentile(x, 50, axis=0), [1, 1, 1])
+
+    @pytest.mark.parametrize("dtype", np.typecodes["AllFloat"])
+    def test_linear_nan_1D(self, dtype):
+        # METHOD 1 of H&F
+        arr = np.asarray([15.0, np.NAN, 35.0, 40.0, 50.0], dtype=dtype)
+        res = np.percentile(
+            arr,
+            40.0,
+            method="linear")
+        np.testing.assert_equal(res, np.NAN)
+        np.testing.assert_equal(res.dtype, arr.dtype)
+
+    H_F_TYPE_CODES = [(int_type, np.float64)
+                      for int_type in np.typecodes["AllInteger"]
+                      ] + [(np.float16, np.float64),
+                           (np.float32, np.float64),
+                           (np.float64, np.float64),
+                           (np.longdouble, np.longdouble),
+                           (np.complex64, np.complex128),
+                           (np.complex128, np.complex128),
+                           (np.clongdouble, np.clongdouble),
+                           (np.dtype("O"), np.float64)]
+
+    @pytest.mark.parametrize(["input_dtype", "expected_dtype"], H_F_TYPE_CODES)
+    @pytest.mark.parametrize(["method", "expected"],
+                             [("inverted_cdf", 20),
+                              ("averaged_inverted_cdf", 27.5),
+                              ("closest_observation", 20),
+                              ("interpolated_inverted_cdf", 20),
+                              ("hazen", 27.5),
+                              ("weibull", 26),
+                              ("linear", 29),
+                              ("median_unbiased", 27),
+                              ("normal_unbiased", 27.125),
+                              ])
+    def test_linear_interpolation(self,
+                                  method,
+                                  expected,
+                                  input_dtype,
+                                  expected_dtype):
+        arr = np.asarray([15.0, 20.0, 35.0, 40.0, 50.0], dtype=input_dtype)
+        actual = np.percentile(arr, 40.0, method=method)
+
+        np.testing.assert_almost_equal(actual, expected, 14)
+
+        if method in ["inverted_cdf", "closest_observation"]:
+            if input_dtype == "O":
+                np.testing.assert_equal(np.asarray(actual).dtype, np.float64)
+            else:
+                np.testing.assert_equal(np.asarray(actual).dtype,
+                                        np.dtype(input_dtype))
+        else:
+            np.testing.assert_equal(np.asarray(actual).dtype,
+                                    np.dtype(expected_dtype))
+
+    TYPE_CODES = np.typecodes["AllInteger"] + np.typecodes["AllFloat"] + "O"
+
+    @pytest.mark.parametrize("dtype", TYPE_CODES)
+    def test_lower_higher(self, dtype):
+        assert_equal(np.percentile(np.arange(10, dtype=dtype), 50,
+                                   method='lower'), 4)
+        assert_equal(np.percentile(np.arange(10, dtype=dtype), 50,
+                                   method='higher'), 5)
+
+    @pytest.mark.parametrize("dtype", TYPE_CODES)
+    def test_midpoint(self, dtype):
+        assert_equal(np.percentile(np.arange(10, dtype=dtype), 51,
+                                   method='midpoint'), 4.5)
+        assert_equal(np.percentile(np.arange(9, dtype=dtype) + 1, 50,
+                                   method='midpoint'), 5)
+        assert_equal(np.percentile(np.arange(11, dtype=dtype), 51,
+                                   method='midpoint'), 5.5)
+        assert_equal(np.percentile(np.arange(11, dtype=dtype), 50,
+                                   method='midpoint'), 5)
+
+    @pytest.mark.parametrize("dtype", TYPE_CODES)
+    def test_nearest(self, dtype):
+        assert_equal(np.percentile(np.arange(10, dtype=dtype), 51,
+                                   method='nearest'), 5)
+        assert_equal(np.percentile(np.arange(10, dtype=dtype), 49,
+                                   method='nearest'), 4)
+
+    def test_linear_interpolation_extrapolation(self):
+        arr = np.random.rand(5)
+
+        actual = np.percentile(arr, 100)
+        np.testing.assert_equal(actual, arr.max())
+
+        actual = np.percentile(arr, 0)
+        np.testing.assert_equal(actual, arr.min())
+
+    def test_sequence(self):
+        x = np.arange(8) * 0.5
+        assert_equal(np.percentile(x, [0, 100, 50]), [0, 3.5, 1.75])
+
+    def test_axis(self):
+        x = np.arange(12).reshape(3, 4)
+
+        assert_equal(np.percentile(x, (25, 50, 100)), [2.75, 5.5, 11.0])
+
+        r0 = [[2, 3, 4, 5], [4, 5, 6, 7], [8, 9, 10, 11]]
+        assert_equal(np.percentile(x, (25, 50, 100), axis=0), r0)
+
+        r1 = [[0.75, 1.5, 3], [4.75, 5.5, 7], [8.75, 9.5, 11]]
+        assert_equal(np.percentile(x, (25, 50, 100), axis=1), np.array(r1).T)
+
+        # ensure qth axis is always first as with np.array(old_percentile(..))
+        x = np.arange(3 * 4 * 5 * 6).reshape(3, 4, 5, 6)
+        assert_equal(np.percentile(x, (25, 50)).shape, (2,))
+        assert_equal(np.percentile(x, (25, 50, 75)).shape, (3,))
+        assert_equal(np.percentile(x, (25, 50), axis=0).shape, (2, 4, 5, 6))
+        assert_equal(np.percentile(x, (25, 50), axis=1).shape, (2, 3, 5, 6))
+        assert_equal(np.percentile(x, (25, 50), axis=2).shape, (2, 3, 4, 6))
+        assert_equal(np.percentile(x, (25, 50), axis=3).shape, (2, 3, 4, 5))
+        assert_equal(
+            np.percentile(x, (25, 50, 75), axis=1).shape, (3, 3, 5, 6))
+        assert_equal(np.percentile(x, (25, 50),
+                                   method="higher").shape, (2,))
+        assert_equal(np.percentile(x, (25, 50, 75),
+                                   method="higher").shape, (3,))
+        assert_equal(np.percentile(x, (25, 50), axis=0,
+                                   method="higher").shape, (2, 4, 5, 6))
+        assert_equal(np.percentile(x, (25, 50), axis=1,
+                                   method="higher").shape, (2, 3, 5, 6))
+        assert_equal(np.percentile(x, (25, 50), axis=2,
+                                   method="higher").shape, (2, 3, 4, 6))
+        assert_equal(np.percentile(x, (25, 50), axis=3,
+                                   method="higher").shape, (2, 3, 4, 5))
+        assert_equal(np.percentile(x, (25, 50, 75), axis=1,
+                                   method="higher").shape, (3, 3, 5, 6))
+
+    def test_scalar_q(self):
+        # test for no empty dimensions for compatibility with old percentile
+        x = np.arange(12).reshape(3, 4)
+        assert_equal(np.percentile(x, 50), 5.5)
+        assert_(np.isscalar(np.percentile(x, 50)))
+        r0 = np.array([4.,  5.,  6.,  7.])
+        assert_equal(np.percentile(x, 50, axis=0), r0)
+        assert_equal(np.percentile(x, 50, axis=0).shape, r0.shape)
+        r1 = np.array([1.5,  5.5,  9.5])
+        assert_almost_equal(np.percentile(x, 50, axis=1), r1)
+        assert_equal(np.percentile(x, 50, axis=1).shape, r1.shape)
+
+        out = np.empty(1)
+        assert_equal(np.percentile(x, 50, out=out), 5.5)
+        assert_equal(out, 5.5)
+        out = np.empty(4)
+        assert_equal(np.percentile(x, 50, axis=0, out=out), r0)
+        assert_equal(out, r0)
+        out = np.empty(3)
+        assert_equal(np.percentile(x, 50, axis=1, out=out), r1)
+        assert_equal(out, r1)
+
+        # test for no empty dimensions for compatibility with old percentile
+        x = np.arange(12).reshape(3, 4)
+        assert_equal(np.percentile(x, 50, method='lower'), 5.)
+        assert_(np.isscalar(np.percentile(x, 50)))
+        r0 = np.array([4.,  5.,  6.,  7.])
+        c0 = np.percentile(x, 50, method='lower', axis=0)
+        assert_equal(c0, r0)
+        assert_equal(c0.shape, r0.shape)
+        r1 = np.array([1.,  5.,  9.])
+        c1 = np.percentile(x, 50, method='lower', axis=1)
+        assert_almost_equal(c1, r1)
+        assert_equal(c1.shape, r1.shape)
+
+        out = np.empty((), dtype=x.dtype)
+        c = np.percentile(x, 50, method='lower', out=out)
+        assert_equal(c, 5)
+        assert_equal(out, 5)
+        out = np.empty(4, dtype=x.dtype)
+        c = np.percentile(x, 50, method='lower', axis=0, out=out)
+        assert_equal(c, r0)
+        assert_equal(out, r0)
+        out = np.empty(3, dtype=x.dtype)
+        c = np.percentile(x, 50, method='lower', axis=1, out=out)
+        assert_equal(c, r1)
+        assert_equal(out, r1)
+
+    def test_exception(self):
+        assert_raises(ValueError, np.percentile, [1, 2], 56,
+                      method='foobar')
+        assert_raises(ValueError, np.percentile, [1], 101)
+        assert_raises(ValueError, np.percentile, [1], -1)
+        assert_raises(ValueError, np.percentile, [1], list(range(50)) + [101])
+        assert_raises(ValueError, np.percentile, [1], list(range(50)) + [-0.1])
+
+    def test_percentile_list(self):
+        assert_equal(np.percentile([1, 2, 3], 0), 1)
+
+    def test_percentile_out(self):
+        x = np.array([1, 2, 3])
+        y = np.zeros((3,))
+        p = (1, 2, 3)
+        np.percentile(x, p, out=y)
+        assert_equal(np.percentile(x, p), y)
+
+        x = np.array([[1, 2, 3],
+                      [4, 5, 6]])
+
+        y = np.zeros((3, 3))
+        np.percentile(x, p, axis=0, out=y)
+        assert_equal(np.percentile(x, p, axis=0), y)
+
+        y = np.zeros((3, 2))
+        np.percentile(x, p, axis=1, out=y)
+        assert_equal(np.percentile(x, p, axis=1), y)
+
+        x = np.arange(12).reshape(3, 4)
+        # q.dim > 1, float
+        r0 = np.array([[2.,  3.,  4., 5.], [4., 5., 6., 7.]])
+        out = np.empty((2, 4))
+        assert_equal(np.percentile(x, (25, 50), axis=0, out=out), r0)
+        assert_equal(out, r0)
+        r1 = np.array([[0.75,  4.75,  8.75], [1.5,  5.5,  9.5]])
+        out = np.empty((2, 3))
+        assert_equal(np.percentile(x, (25, 50), axis=1, out=out), r1)
+        assert_equal(out, r1)
+
+        # q.dim > 1, int
+        r0 = np.array([[0,  1,  2, 3], [4, 5, 6, 7]])
+        out = np.empty((2, 4), dtype=x.dtype)
+        c = np.percentile(x, (25, 50), method='lower', axis=0, out=out)
+        assert_equal(c, r0)
+        assert_equal(out, r0)
+        r1 = np.array([[0,  4,  8], [1,  5,  9]])
+        out = np.empty((2, 3), dtype=x.dtype)
+        c = np.percentile(x, (25, 50), method='lower', axis=1, out=out)
+        assert_equal(c, r1)
+        assert_equal(out, r1)
+
+    def test_percentile_empty_dim(self):
+        # empty dims are preserved
+        d = np.arange(11 * 2).reshape(11, 1, 2, 1)
+        assert_array_equal(np.percentile(d, 50, axis=0).shape, (1, 2, 1))
+        assert_array_equal(np.percentile(d, 50, axis=1).shape, (11, 2, 1))
+        assert_array_equal(np.percentile(d, 50, axis=2).shape, (11, 1, 1))
+        assert_array_equal(np.percentile(d, 50, axis=3).shape, (11, 1, 2))
+        assert_array_equal(np.percentile(d, 50, axis=-1).shape, (11, 1, 2))
+        assert_array_equal(np.percentile(d, 50, axis=-2).shape, (11, 1, 1))
+        assert_array_equal(np.percentile(d, 50, axis=-3).shape, (11, 2, 1))
+        assert_array_equal(np.percentile(d, 50, axis=-4).shape, (1, 2, 1))
+
+        assert_array_equal(np.percentile(d, 50, axis=2,
+                                         method='midpoint').shape,
+                           (11, 1, 1))
+        assert_array_equal(np.percentile(d, 50, axis=-2,
+                                         method='midpoint').shape,
+                           (11, 1, 1))
+
+        assert_array_equal(np.array(np.percentile(d, [10, 50], axis=0)).shape,
+                           (2, 1, 2, 1))
+        assert_array_equal(np.array(np.percentile(d, [10, 50], axis=1)).shape,
+                           (2, 11, 2, 1))
+        assert_array_equal(np.array(np.percentile(d, [10, 50], axis=2)).shape,
+                           (2, 11, 1, 1))
+        assert_array_equal(np.array(np.percentile(d, [10, 50], axis=3)).shape,
+                           (2, 11, 1, 2))
+
+    def test_percentile_no_overwrite(self):
+        a = np.array([2, 3, 4, 1])
+        np.percentile(a, [50], overwrite_input=False)
+        assert_equal(a, np.array([2, 3, 4, 1]))
+
+        a = np.array([2, 3, 4, 1])
+        np.percentile(a, [50])
+        assert_equal(a, np.array([2, 3, 4, 1]))
+
+    def test_no_p_overwrite(self):
+        p = np.linspace(0., 100., num=5)
+        np.percentile(np.arange(100.), p, method="midpoint")
+        assert_array_equal(p, np.linspace(0., 100., num=5))
+        p = np.linspace(0., 100., num=5).tolist()
+        np.percentile(np.arange(100.), p, method="midpoint")
+        assert_array_equal(p, np.linspace(0., 100., num=5).tolist())
+
+    def test_percentile_overwrite(self):
+        a = np.array([2, 3, 4, 1])
+        b = np.percentile(a, [50], overwrite_input=True)
+        assert_equal(b, np.array([2.5]))
+
+        b = np.percentile([2, 3, 4, 1], [50], overwrite_input=True)
+        assert_equal(b, np.array([2.5]))
+
+    def test_extended_axis(self):
+        o = np.random.normal(size=(71, 23))
+        x = np.dstack([o] * 10)
+        assert_equal(np.percentile(x, 30, axis=(0, 1)), np.percentile(o, 30))
+        x = np.moveaxis(x, -1, 0)
+        assert_equal(np.percentile(x, 30, axis=(-2, -1)), np.percentile(o, 30))
+        x = x.swapaxes(0, 1).copy()
+        assert_equal(np.percentile(x, 30, axis=(0, -1)), np.percentile(o, 30))
+        x = x.swapaxes(0, 1).copy()
+
+        assert_equal(np.percentile(x, [25, 60], axis=(0, 1, 2)),
+                     np.percentile(x, [25, 60], axis=None))
+        assert_equal(np.percentile(x, [25, 60], axis=(0,)),
+                     np.percentile(x, [25, 60], axis=0))
+
+        d = np.arange(3 * 5 * 7 * 11).reshape((3, 5, 7, 11))
+        np.random.shuffle(d.ravel())
+        assert_equal(np.percentile(d, 25,  axis=(0, 1, 2))[0],
+                     np.percentile(d[:,:,:, 0].flatten(), 25))
+        assert_equal(np.percentile(d, [10, 90], axis=(0, 1, 3))[:, 1],
+                     np.percentile(d[:,:, 1,:].flatten(), [10, 90]))
+        assert_equal(np.percentile(d, 25, axis=(3, 1, -4))[2],
+                     np.percentile(d[:,:, 2,:].flatten(), 25))
+        assert_equal(np.percentile(d, 25, axis=(3, 1, 2))[2],
+                     np.percentile(d[2,:,:,:].flatten(), 25))
+        assert_equal(np.percentile(d, 25, axis=(3, 2))[2, 1],
+                     np.percentile(d[2, 1,:,:].flatten(), 25))
+        assert_equal(np.percentile(d, 25, axis=(1, -2))[2, 1],
+                     np.percentile(d[2,:,:, 1].flatten(), 25))
+        assert_equal(np.percentile(d, 25, axis=(1, 3))[2, 2],
+                     np.percentile(d[2,:, 2,:].flatten(), 25))
+
+    def test_extended_axis_invalid(self):
+        d = np.ones((3, 5, 7, 11))
+        assert_raises(np.AxisError, np.percentile, d, axis=-5, q=25)
+        assert_raises(np.AxisError, np.percentile, d, axis=(0, -5), q=25)
+        assert_raises(np.AxisError, np.percentile, d, axis=4, q=25)
+        assert_raises(np.AxisError, np.percentile, d, axis=(0, 4), q=25)
+        # each of these refers to the same axis twice
+        assert_raises(ValueError, np.percentile, d, axis=(1, 1), q=25)
+        assert_raises(ValueError, np.percentile, d, axis=(-1, -1), q=25)
+        assert_raises(ValueError, np.percentile, d, axis=(3, -1), q=25)
+
+    def test_keepdims(self):
+        d = np.ones((3, 5, 7, 11))
+        assert_equal(np.percentile(d, 7, axis=None, keepdims=True).shape,
+                     (1, 1, 1, 1))
+        assert_equal(np.percentile(d, 7, axis=(0, 1), keepdims=True).shape,
+                     (1, 1, 7, 11))
+        assert_equal(np.percentile(d, 7, axis=(0, 3), keepdims=True).shape,
+                     (1, 5, 7, 1))
+        assert_equal(np.percentile(d, 7, axis=(1,), keepdims=True).shape,
+                     (3, 1, 7, 11))
+        assert_equal(np.percentile(d, 7, (0, 1, 2, 3), keepdims=True).shape,
+                     (1, 1, 1, 1))
+        assert_equal(np.percentile(d, 7, axis=(0, 1, 3), keepdims=True).shape,
+                     (1, 1, 7, 1))
+
+        assert_equal(np.percentile(d, [1, 7], axis=(0, 1, 3),
+                                   keepdims=True).shape, (2, 1, 1, 7, 1))
+        assert_equal(np.percentile(d, [1, 7], axis=(0, 3),
+                                   keepdims=True).shape, (2, 1, 5, 7, 1))
+
+    def test_out(self):
+        o = np.zeros((4,))
+        d = np.ones((3, 4))
+        assert_equal(np.percentile(d, 0, 0, out=o), o)
+        assert_equal(np.percentile(d, 0, 0, method='nearest', out=o), o)
+        o = np.zeros((3,))
+        assert_equal(np.percentile(d, 1, 1, out=o), o)
+        assert_equal(np.percentile(d, 1, 1, method='nearest', out=o), o)
+
+        o = np.zeros(())
+        assert_equal(np.percentile(d, 2, out=o), o)
+        assert_equal(np.percentile(d, 2, method='nearest', out=o), o)
+
+    def test_out_nan(self):
+        with warnings.catch_warnings(record=True):
+            warnings.filterwarnings('always', '', RuntimeWarning)
+            o = np.zeros((4,))
+            d = np.ones((3, 4))
+            d[2, 1] = np.nan
+            assert_equal(np.percentile(d, 0, 0, out=o), o)
+            assert_equal(
+                np.percentile(d, 0, 0, method='nearest', out=o), o)
+            o = np.zeros((3,))
+            assert_equal(np.percentile(d, 1, 1, out=o), o)
+            assert_equal(
+                np.percentile(d, 1, 1, method='nearest', out=o), o)
+            o = np.zeros(())
+            assert_equal(np.percentile(d, 1, out=o), o)
+            assert_equal(
+                np.percentile(d, 1, method='nearest', out=o), o)
+
+    def test_nan_behavior(self):
+        a = np.arange(24, dtype=float)
+        a[2] = np.nan
+        assert_equal(np.percentile(a, 0.3), np.nan)
+        assert_equal(np.percentile(a, 0.3, axis=0), np.nan)
+        assert_equal(np.percentile(a, [0.3, 0.6], axis=0),
+                     np.array([np.nan] * 2))
+
+        a = np.arange(24, dtype=float).reshape(2, 3, 4)
+        a[1, 2, 3] = np.nan
+        a[1, 1, 2] = np.nan
+
+        # no axis
+        assert_equal(np.percentile(a, 0.3), np.nan)
+        assert_equal(np.percentile(a, 0.3).ndim, 0)
+
+        # axis0 zerod
+        b = np.percentile(np.arange(24, dtype=float).reshape(2, 3, 4), 0.3, 0)
+        b[2, 3] = np.nan
+        b[1, 2] = np.nan
+        assert_equal(np.percentile(a, 0.3, 0), b)
+
+        # axis0 not zerod
+        b = np.percentile(np.arange(24, dtype=float).reshape(2, 3, 4),
+                          [0.3, 0.6], 0)
+        b[:, 2, 3] = np.nan
+        b[:, 1, 2] = np.nan
+        assert_equal(np.percentile(a, [0.3, 0.6], 0), b)
+
+        # axis1 zerod
+        b = np.percentile(np.arange(24, dtype=float).reshape(2, 3, 4), 0.3, 1)
+        b[1, 3] = np.nan
+        b[1, 2] = np.nan
+        assert_equal(np.percentile(a, 0.3, 1), b)
+        # axis1 not zerod
+        b = np.percentile(
+            np.arange(24, dtype=float).reshape(2, 3, 4), [0.3, 0.6], 1)
+        b[:, 1, 3] = np.nan
+        b[:, 1, 2] = np.nan
+        assert_equal(np.percentile(a, [0.3, 0.6], 1), b)
+
+        # axis02 zerod
+        b = np.percentile(
+            np.arange(24, dtype=float).reshape(2, 3, 4), 0.3, (0, 2))
+        b[1] = np.nan
+        b[2] = np.nan
+        assert_equal(np.percentile(a, 0.3, (0, 2)), b)
+        # axis02 not zerod
+        b = np.percentile(np.arange(24, dtype=float).reshape(2, 3, 4),
+                          [0.3, 0.6], (0, 2))
+        b[:, 1] = np.nan
+        b[:, 2] = np.nan
+        assert_equal(np.percentile(a, [0.3, 0.6], (0, 2)), b)
+        # axis02 not zerod with method='nearest'
+        b = np.percentile(np.arange(24, dtype=float).reshape(2, 3, 4),
+                          [0.3, 0.6], (0, 2), method='nearest')
+        b[:, 1] = np.nan
+        b[:, 2] = np.nan
+        assert_equal(np.percentile(
+            a, [0.3, 0.6], (0, 2), method='nearest'), b)
+
+    def test_nan_q(self):
+        # GH18830
+        with pytest.raises(ValueError, match="Percentiles must be in"):
+            np.percentile([1, 2, 3, 4.0], np.nan)
+        with pytest.raises(ValueError, match="Percentiles must be in"):
+            np.percentile([1, 2, 3, 4.0], [np.nan])
+        q = np.linspace(1.0, 99.0, 16)
+        q[0] = np.nan
+        with pytest.raises(ValueError, match="Percentiles must be in"):
+            np.percentile([1, 2, 3, 4.0], q)
+
+
+class TestQuantile:
+    # most of this is already tested by TestPercentile
+
+    def test_max_ulp(self):
+        x = [0.0, 0.2, 0.4]
+        a = np.quantile(x, 0.45)
+        # The default linear method would result in 0 + 0.2 * (0.45/2) = 0.18.
+        # 0.18 is not exactly representable and the formula leads to a 1 ULP
+        # different result. Ensure it is this exact within 1 ULP, see gh-20331.
+        np.testing.assert_array_max_ulp(a, 0.18, maxulp=1)
+
+    def test_basic(self):
+        x = np.arange(8) * 0.5
+        assert_equal(np.quantile(x, 0), 0.)
+        assert_equal(np.quantile(x, 1), 3.5)
+        assert_equal(np.quantile(x, 0.5), 1.75)
+
+    @pytest.mark.xfail(reason="See gh-19154")
+    def test_correct_quantile_value(self):
+        a = np.array([True])
+        tf_quant = np.quantile(True, False)
+        assert_equal(tf_quant, a[0])
+        assert_equal(type(tf_quant), a.dtype)
+        a = np.array([False, True, True])
+        quant_res = np.quantile(a, a)
+        assert_array_equal(quant_res, a)
+        assert_equal(quant_res.dtype, a.dtype)
+
+    def test_fraction(self):
+        # fractional input, integral quantile
+        x = [Fraction(i, 2) for i in range(8)]
+        q = np.quantile(x, 0)
+        assert_equal(q, 0)
+        assert_equal(type(q), Fraction)
+
+        q = np.quantile(x, 1)
+        assert_equal(q, Fraction(7, 2))
+        assert_equal(type(q), Fraction)
+
+        q = np.quantile(x, Fraction(1, 2))
+        assert_equal(q, Fraction(7, 4))
+        assert_equal(type(q), Fraction)
+
+        q = np.quantile(x, [Fraction(1, 2)])
+        assert_equal(q, np.array([Fraction(7, 4)]))
+        assert_equal(type(q), np.ndarray)
+
+        q = np.quantile(x, [[Fraction(1, 2)]])
+        assert_equal(q, np.array([[Fraction(7, 4)]]))
+        assert_equal(type(q), np.ndarray)
+
+        # repeat with integral input but fractional quantile
+        x = np.arange(8)
+        assert_equal(np.quantile(x, Fraction(1, 2)), Fraction(7, 2))
+
+    def test_no_p_overwrite(self):
+        # this is worth retesting, because quantile does not make a copy
+        p0 = np.array([0, 0.75, 0.25, 0.5, 1.0])
+        p = p0.copy()
+        np.quantile(np.arange(100.), p, method="midpoint")
+        assert_array_equal(p, p0)
+
+        p0 = p0.tolist()
+        p = p.tolist()
+        np.quantile(np.arange(100.), p, method="midpoint")
+        assert_array_equal(p, p0)
+
+    @pytest.mark.parametrize("dtype", np.typecodes["AllInteger"])
+    def test_quantile_preserve_int_type(self, dtype):
+        res = np.quantile(np.array([1, 2], dtype=dtype), [0.5],
+                          method="nearest")
+        assert res.dtype == dtype
+
+    @pytest.mark.parametrize("method",
+             ['inverted_cdf', 'averaged_inverted_cdf', 'closest_observation',
+              'interpolated_inverted_cdf', 'hazen', 'weibull', 'linear',
+              'median_unbiased', 'normal_unbiased',
+              'nearest', 'lower', 'higher', 'midpoint'])
+    def test_quantile_monotonic(self, method):
+        # GH 14685
+        # test that the return value of quantile is monotonic if p0 is ordered
+        # Also tests that the boundary values are not mishandled.
+        p0 = np.linspace(0, 1, 101)
+        quantile = np.quantile(np.array([0, 1, 1, 2, 2, 3, 3, 4, 5, 5, 1, 1, 9, 9, 9,
+                                         8, 8, 7]) * 0.1, p0, method=method)
+        assert_equal(np.sort(quantile), quantile)
+
+        # Also test one where the number of data points is clearly divisible:
+        quantile = np.quantile([0., 1., 2., 3.], p0, method=method)
+        assert_equal(np.sort(quantile), quantile)
+
+    @hypothesis.given(
+            arr=arrays(dtype=np.float64,
+                       shape=st.integers(min_value=3, max_value=1000),
+                       elements=st.floats(allow_infinity=False, allow_nan=False,
+                                          min_value=-1e300, max_value=1e300)))
+    def test_quantile_monotonic_hypo(self, arr):
+        p0 = np.arange(0, 1, 0.01)
+        quantile = np.quantile(arr, p0)
+        assert_equal(np.sort(quantile), quantile)
+
+    def test_quantile_scalar_nan(self):
+        a = np.array([[10., 7., 4.], [3., 2., 1.]])
+        a[0][1] = np.nan
+        actual = np.quantile(a, 0.5)
+        assert np.isscalar(actual)
+        assert_equal(np.quantile(a, 0.5), np.nan)
+
+
+class TestLerp:
+    @hypothesis.given(t0=st.floats(allow_nan=False, allow_infinity=False,
+                                   min_value=0, max_value=1),
+                      t1=st.floats(allow_nan=False, allow_infinity=False,
+                                   min_value=0, max_value=1),
+                      a = st.floats(allow_nan=False, allow_infinity=False,
+                                    min_value=-1e300, max_value=1e300),
+                      b = st.floats(allow_nan=False, allow_infinity=False,
+                                    min_value=-1e300, max_value=1e300))
+    def test_linear_interpolation_formula_monotonic(self, t0, t1, a, b):
+        l0 = nfb._lerp(a, b, t0)
+        l1 = nfb._lerp(a, b, t1)
+        if t0 == t1 or a == b:
+            assert l0 == l1  # uninteresting
+        elif (t0 < t1) == (a < b):
+            assert l0 <= l1
+        else:
+            assert l0 >= l1
+
+    @hypothesis.given(t=st.floats(allow_nan=False, allow_infinity=False,
+                                  min_value=0, max_value=1),
+                      a=st.floats(allow_nan=False, allow_infinity=False,
+                                  min_value=-1e300, max_value=1e300),
+                      b=st.floats(allow_nan=False, allow_infinity=False,
+                                  min_value=-1e300, max_value=1e300))
+    def test_linear_interpolation_formula_bounded(self, t, a, b):
+        if a <= b:
+            assert a <= nfb._lerp(a, b, t) <= b
+        else:
+            assert b <= nfb._lerp(a, b, t) <= a
+
+    @hypothesis.given(t=st.floats(allow_nan=False, allow_infinity=False,
+                                  min_value=0, max_value=1),
+                      a=st.floats(allow_nan=False, allow_infinity=False,
+                                  min_value=-1e300, max_value=1e300),
+                      b=st.floats(allow_nan=False, allow_infinity=False,
+                                  min_value=-1e300, max_value=1e300))
+    def test_linear_interpolation_formula_symmetric(self, t, a, b):
+        # double subtraction is needed to remove the extra precision of t < 0.5
+        left = nfb._lerp(a, b, 1 - (1 - t))
+        right = nfb._lerp(b, a, 1 - t)
+        assert_allclose(left, right)
+
+    def test_linear_interpolation_formula_0d_inputs(self):
+        a = np.array(2)
+        b = np.array(5)
+        t = np.array(0.2)
+        assert nfb._lerp(a, b, t) == 2.6
+
+
+class TestMedian:
+
+    def test_basic(self):
+        a0 = np.array(1)
+        a1 = np.arange(2)
+        a2 = np.arange(6).reshape(2, 3)
+        assert_equal(np.median(a0), 1)
+        assert_allclose(np.median(a1), 0.5)
+        assert_allclose(np.median(a2), 2.5)
+        assert_allclose(np.median(a2, axis=0), [1.5,  2.5,  3.5])
+        assert_equal(np.median(a2, axis=1), [1, 4])
+        assert_allclose(np.median(a2, axis=None), 2.5)
+
+        a = np.array([0.0444502, 0.0463301, 0.141249, 0.0606775])
+        assert_almost_equal((a[1] + a[3]) / 2., np.median(a))
+        a = np.array([0.0463301, 0.0444502, 0.141249])
+        assert_equal(a[0], np.median(a))
+        a = np.array([0.0444502, 0.141249, 0.0463301])
+        assert_equal(a[-1], np.median(a))
+        # check array scalar result
+        assert_equal(np.median(a).ndim, 0)
+        a[1] = np.nan
+        assert_equal(np.median(a).ndim, 0)
+
+    def test_axis_keyword(self):
+        a3 = np.array([[2, 3],
+                       [0, 1],
+                       [6, 7],
+                       [4, 5]])
+        for a in [a3, np.random.randint(0, 100, size=(2, 3, 4))]:
+            orig = a.copy()
+            np.median(a, axis=None)
+            for ax in range(a.ndim):
+                np.median(a, axis=ax)
+            assert_array_equal(a, orig)
+
+        assert_allclose(np.median(a3, axis=0), [3,  4])
+        assert_allclose(np.median(a3.T, axis=1), [3,  4])
+        assert_allclose(np.median(a3), 3.5)
+        assert_allclose(np.median(a3, axis=None), 3.5)
+        assert_allclose(np.median(a3.T), 3.5)
+
+    def test_overwrite_keyword(self):
+        a3 = np.array([[2, 3],
+                       [0, 1],
+                       [6, 7],
+                       [4, 5]])
+        a0 = np.array(1)
+        a1 = np.arange(2)
+        a2 = np.arange(6).reshape(2, 3)
+        assert_allclose(np.median(a0.copy(), overwrite_input=True), 1)
+        assert_allclose(np.median(a1.copy(), overwrite_input=True), 0.5)
+        assert_allclose(np.median(a2.copy(), overwrite_input=True), 2.5)
+        assert_allclose(np.median(a2.copy(), overwrite_input=True, axis=0),
+                        [1.5,  2.5,  3.5])
+        assert_allclose(
+            np.median(a2.copy(), overwrite_input=True, axis=1), [1, 4])
+        assert_allclose(
+            np.median(a2.copy(), overwrite_input=True, axis=None), 2.5)
+        assert_allclose(
+            np.median(a3.copy(), overwrite_input=True, axis=0), [3,  4])
+        assert_allclose(np.median(a3.T.copy(), overwrite_input=True, axis=1),
+                        [3,  4])
+
+        a4 = np.arange(3 * 4 * 5, dtype=np.float32).reshape((3, 4, 5))
+        np.random.shuffle(a4.ravel())
+        assert_allclose(np.median(a4, axis=None),
+                        np.median(a4.copy(), axis=None, overwrite_input=True))
+        assert_allclose(np.median(a4, axis=0),
+                        np.median(a4.copy(), axis=0, overwrite_input=True))
+        assert_allclose(np.median(a4, axis=1),
+                        np.median(a4.copy(), axis=1, overwrite_input=True))
+        assert_allclose(np.median(a4, axis=2),
+                        np.median(a4.copy(), axis=2, overwrite_input=True))
+
+    def test_array_like(self):
+        x = [1, 2, 3]
+        assert_almost_equal(np.median(x), 2)
+        x2 = [x]
+        assert_almost_equal(np.median(x2), 2)
+        assert_allclose(np.median(x2, axis=0), x)
+
+    def test_subclass(self):
+        # gh-3846
+        class MySubClass(np.ndarray):
+
+            def __new__(cls, input_array, info=None):
+                obj = np.asarray(input_array).view(cls)
+                obj.info = info
+                return obj
+
+            def mean(self, axis=None, dtype=None, out=None):
+                return -7
+
+        a = MySubClass([1, 2, 3])
+        assert_equal(np.median(a), -7)
+
+    @pytest.mark.parametrize('arr',
+                             ([1., 2., 3.], [1., np.nan, 3.], np.nan, 0.))
+    def test_subclass2(self, arr):
+        """Check that we return subclasses, even if a NaN scalar."""
+        class MySubclass(np.ndarray):
+            pass
+
+        m = np.median(np.array(arr).view(MySubclass))
+        assert isinstance(m, MySubclass)
+
+    def test_out(self):
+        o = np.zeros((4,))
+        d = np.ones((3, 4))
+        assert_equal(np.median(d, 0, out=o), o)
+        o = np.zeros((3,))
+        assert_equal(np.median(d, 1, out=o), o)
+        o = np.zeros(())
+        assert_equal(np.median(d, out=o), o)
+
+    def test_out_nan(self):
+        with warnings.catch_warnings(record=True):
+            warnings.filterwarnings('always', '', RuntimeWarning)
+            o = np.zeros((4,))
+            d = np.ones((3, 4))
+            d[2, 1] = np.nan
+            assert_equal(np.median(d, 0, out=o), o)
+            o = np.zeros((3,))
+            assert_equal(np.median(d, 1, out=o), o)
+            o = np.zeros(())
+            assert_equal(np.median(d, out=o), o)
+
+    def test_nan_behavior(self):
+        a = np.arange(24, dtype=float)
+        a[2] = np.nan
+        assert_equal(np.median(a), np.nan)
+        assert_equal(np.median(a, axis=0), np.nan)
+
+        a = np.arange(24, dtype=float).reshape(2, 3, 4)
+        a[1, 2, 3] = np.nan
+        a[1, 1, 2] = np.nan
+
+        # no axis
+        assert_equal(np.median(a), np.nan)
+        assert_equal(np.median(a).ndim, 0)
+
+        # axis0
+        b = np.median(np.arange(24, dtype=float).reshape(2, 3, 4), 0)
+        b[2, 3] = np.nan
+        b[1, 2] = np.nan
+        assert_equal(np.median(a, 0), b)
+
+        # axis1
+        b = np.median(np.arange(24, dtype=float).reshape(2, 3, 4), 1)
+        b[1, 3] = np.nan
+        b[1, 2] = np.nan
+        assert_equal(np.median(a, 1), b)
+
+        # axis02
+        b = np.median(np.arange(24, dtype=float).reshape(2, 3, 4), (0, 2))
+        b[1] = np.nan
+        b[2] = np.nan
+        assert_equal(np.median(a, (0, 2)), b)
+
+    def test_empty(self):
+        # mean(empty array) emits two warnings: empty slice and divide by 0
+        a = np.array([], dtype=float)
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', RuntimeWarning)
+            assert_equal(np.median(a), np.nan)
+            assert_(w[0].category is RuntimeWarning)
+            assert_equal(len(w), 2)
+
+        # multiple dimensions
+        a = np.array([], dtype=float, ndmin=3)
+        # no axis
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', RuntimeWarning)
+            assert_equal(np.median(a), np.nan)
+            assert_(w[0].category is RuntimeWarning)
+
+        # axis 0 and 1
+        b = np.array([], dtype=float, ndmin=2)
+        assert_equal(np.median(a, axis=0), b)
+        assert_equal(np.median(a, axis=1), b)
+
+        # axis 2
+        b = np.array(np.nan, dtype=float, ndmin=2)
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', RuntimeWarning)
+            assert_equal(np.median(a, axis=2), b)
+            assert_(w[0].category is RuntimeWarning)
+
+    def test_object(self):
+        o = np.arange(7.)
+        assert_(type(np.median(o.astype(object))), float)
+        o[2] = np.nan
+        assert_(type(np.median(o.astype(object))), float)
+
+    def test_extended_axis(self):
+        o = np.random.normal(size=(71, 23))
+        x = np.dstack([o] * 10)
+        assert_equal(np.median(x, axis=(0, 1)), np.median(o))
+        x = np.moveaxis(x, -1, 0)
+        assert_equal(np.median(x, axis=(-2, -1)), np.median(o))
+        x = x.swapaxes(0, 1).copy()
+        assert_equal(np.median(x, axis=(0, -1)), np.median(o))
+
+        assert_equal(np.median(x, axis=(0, 1, 2)), np.median(x, axis=None))
+        assert_equal(np.median(x, axis=(0, )), np.median(x, axis=0))
+        assert_equal(np.median(x, axis=(-1, )), np.median(x, axis=-1))
+
+        d = np.arange(3 * 5 * 7 * 11).reshape((3, 5, 7, 11))
+        np.random.shuffle(d.ravel())
+        assert_equal(np.median(d, axis=(0, 1, 2))[0],
+                     np.median(d[:,:,:, 0].flatten()))
+        assert_equal(np.median(d, axis=(0, 1, 3))[1],
+                     np.median(d[:,:, 1,:].flatten()))
+        assert_equal(np.median(d, axis=(3, 1, -4))[2],
+                     np.median(d[:,:, 2,:].flatten()))
+        assert_equal(np.median(d, axis=(3, 1, 2))[2],
+                     np.median(d[2,:,:,:].flatten()))
+        assert_equal(np.median(d, axis=(3, 2))[2, 1],
+                     np.median(d[2, 1,:,:].flatten()))
+        assert_equal(np.median(d, axis=(1, -2))[2, 1],
+                     np.median(d[2,:,:, 1].flatten()))
+        assert_equal(np.median(d, axis=(1, 3))[2, 2],
+                     np.median(d[2,:, 2,:].flatten()))
+
+    def test_extended_axis_invalid(self):
+        d = np.ones((3, 5, 7, 11))
+        assert_raises(np.AxisError, np.median, d, axis=-5)
+        assert_raises(np.AxisError, np.median, d, axis=(0, -5))
+        assert_raises(np.AxisError, np.median, d, axis=4)
+        assert_raises(np.AxisError, np.median, d, axis=(0, 4))
+        assert_raises(ValueError, np.median, d, axis=(1, 1))
+
+    def test_keepdims(self):
+        d = np.ones((3, 5, 7, 11))
+        assert_equal(np.median(d, axis=None, keepdims=True).shape,
+                     (1, 1, 1, 1))
+        assert_equal(np.median(d, axis=(0, 1), keepdims=True).shape,
+                     (1, 1, 7, 11))
+        assert_equal(np.median(d, axis=(0, 3), keepdims=True).shape,
+                     (1, 5, 7, 1))
+        assert_equal(np.median(d, axis=(1,), keepdims=True).shape,
+                     (3, 1, 7, 11))
+        assert_equal(np.median(d, axis=(0, 1, 2, 3), keepdims=True).shape,
+                     (1, 1, 1, 1))
+        assert_equal(np.median(d, axis=(0, 1, 3), keepdims=True).shape,
+                     (1, 1, 7, 1))
+
+
+class TestAdd_newdoc_ufunc:
+
+    def test_ufunc_arg(self):
+        assert_raises(TypeError, add_newdoc_ufunc, 2, "blah")
+        assert_raises(ValueError, add_newdoc_ufunc, np.add, "blah")
+
+    def test_string_arg(self):
+        assert_raises(TypeError, add_newdoc_ufunc, np.add, 3)
+
+
+class TestAdd_newdoc:
+
+    @pytest.mark.skipif(sys.flags.optimize == 2, reason="Python running -OO")
+    @pytest.mark.xfail(IS_PYPY, reason="PyPy does not modify tp_doc")
+    def test_add_doc(self):
+        # test that np.add_newdoc did attach a docstring successfully:
+        tgt = "Current flat index into the array."
+        assert_equal(np.core.flatiter.index.__doc__[:len(tgt)], tgt)
+        assert_(len(np.core.ufunc.identity.__doc__) > 300)
+        assert_(len(np.lib.index_tricks.mgrid.__doc__) > 300)
+
+    @pytest.mark.skipif(sys.flags.optimize == 2, reason="Python running -OO")
+    def test_errors_are_ignored(self):
+        prev_doc = np.core.flatiter.index.__doc__
+        # nothing changed, but error ignored, this should probably
+        # give a warning (or even error) in the future.
+        np.add_newdoc("numpy.core", "flatiter", ("index", "bad docstring"))
+        assert prev_doc == np.core.flatiter.index.__doc__
+
+
+class TestAddDocstring():
+    # Test should possibly be moved, but it also fits to be close to
+    # the newdoc tests...
+    @pytest.mark.skipif(sys.flags.optimize == 2, reason="Python running -OO")
+    @pytest.mark.skipif(IS_PYPY, reason="PyPy does not modify tp_doc")
+    def test_add_same_docstring(self):
+        # test for attributes (which are C-level defined)
+        np.add_docstring(np.ndarray.flat, np.ndarray.flat.__doc__)
+        # And typical functions:
+        def func():
+            """docstring"""
+            return
+
+        np.add_docstring(func, func.__doc__)
+
+    @pytest.mark.skipif(sys.flags.optimize == 2, reason="Python running -OO")
+    def test_different_docstring_fails(self):
+        # test for attributes (which are C-level defined)
+        with assert_raises(RuntimeError):
+            np.add_docstring(np.ndarray.flat, "different docstring")
+        # And typical functions:
+        def func():
+            """docstring"""
+            return
+
+        with assert_raises(RuntimeError):
+            np.add_docstring(func, "different docstring")
+
+
+class TestSortComplex:
+
+    @pytest.mark.parametrize("type_in, type_out", [
+        ('l', 'D'),
+        ('h', 'F'),
+        ('H', 'F'),
+        ('b', 'F'),
+        ('B', 'F'),
+        ('g', 'G'),
+        ])
+    def test_sort_real(self, type_in, type_out):
+        # sort_complex() type casting for real input types
+        a = np.array([5, 3, 6, 2, 1], dtype=type_in)
+        actual = np.sort_complex(a)
+        expected = np.sort(a).astype(type_out)
+        assert_equal(actual, expected)
+        assert_equal(actual.dtype, expected.dtype)
+
+    def test_sort_complex(self):
+        # sort_complex() handling of complex input
+        a = np.array([2 + 3j, 1 - 2j, 1 - 3j, 2 + 1j], dtype='D')
+        expected = np.array([1 - 3j, 1 - 2j, 2 + 1j, 2 + 3j], dtype='D')
+        actual = np.sort_complex(a)
+        assert_equal(actual, expected)
+        assert_equal(actual.dtype, expected.dtype)
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_histograms.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_histograms.py
new file mode 120000
index 0000000..23c1235
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_histograms.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1c/50/a0/9f12bf52c887caad604993cd62f0e8acca2ed8b0d70d79dda5ef79f3da
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_index_tricks.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_index_tricks.py
new file mode 120000
index 0000000..b02007a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_index_tricks.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/86/e7/e1/903c1db9b37eeb0934be0864139bc4f530bb29cfe09b0e746feafbb205
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_io.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_io.py
new file mode 100644
index 0000000..dde48cc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_io.py
@@ -0,0 +1,2736 @@
+import sys
+import gc
+import gzip
+import os
+import threading
+import time
+import warnings
+import io
+import re
+import pytest
+from pathlib import Path
+from tempfile import NamedTemporaryFile
+from io import BytesIO, StringIO
+from datetime import datetime
+import locale
+from multiprocessing import Value, get_context
+from ctypes import c_bool
+
+import numpy as np
+import numpy.ma as ma
+from numpy.lib._iotools import ConverterError, ConversionWarning
+from numpy.compat import asbytes
+from numpy.ma.testutils import assert_equal
+from numpy.testing import (
+    assert_warns, assert_, assert_raises_regex, assert_raises,
+    assert_allclose, assert_array_equal, temppath, tempdir, IS_PYPY,
+    HAS_REFCOUNT, suppress_warnings, assert_no_gc_cycles, assert_no_warnings,
+    break_cycles
+    )
+from numpy.testing._private.utils import requires_memory
+
+
+class TextIO(BytesIO):
+    """Helper IO class.
+
+    Writes encode strings to bytes if needed, reads return bytes.
+    This makes it easier to emulate files opened in binary mode
+    without needing to explicitly convert strings to bytes in
+    setting up the test data.
+
+    """
+    def __init__(self, s=""):
+        BytesIO.__init__(self, asbytes(s))
+
+    def write(self, s):
+        BytesIO.write(self, asbytes(s))
+
+    def writelines(self, lines):
+        BytesIO.writelines(self, [asbytes(s) for s in lines])
+
+
+IS_64BIT = sys.maxsize > 2**32
+try:
+    import bz2
+    HAS_BZ2 = True
+except ImportError:
+    HAS_BZ2 = False
+try:
+    import lzma
+    HAS_LZMA = True
+except ImportError:
+    HAS_LZMA = False
+
+
+def strptime(s, fmt=None):
+    """
+    This function is available in the datetime module only from Python >=
+    2.5.
+
+    """
+    if type(s) == bytes:
+        s = s.decode("latin1")
+    return datetime(*time.strptime(s, fmt)[:3])
+
+
+class RoundtripTest:
+    def roundtrip(self, save_func, *args, **kwargs):
+        """
+        save_func : callable
+            Function used to save arrays to file.
+        file_on_disk : bool
+            If true, store the file on disk, instead of in a
+            string buffer.
+        save_kwds : dict
+            Parameters passed to `save_func`.
+        load_kwds : dict
+            Parameters passed to `numpy.load`.
+        args : tuple of arrays
+            Arrays stored to file.
+
+        """
+        save_kwds = kwargs.get('save_kwds', {})
+        load_kwds = kwargs.get('load_kwds', {"allow_pickle": True})
+        file_on_disk = kwargs.get('file_on_disk', False)
+
+        if file_on_disk:
+            target_file = NamedTemporaryFile(delete=False)
+            load_file = target_file.name
+        else:
+            target_file = BytesIO()
+            load_file = target_file
+
+        try:
+            arr = args
+
+            save_func(target_file, *arr, **save_kwds)
+            target_file.flush()
+            target_file.seek(0)
+
+            if sys.platform == 'win32' and not isinstance(target_file, BytesIO):
+                target_file.close()
+
+            arr_reloaded = np.load(load_file, **load_kwds)
+
+            self.arr = arr
+            self.arr_reloaded = arr_reloaded
+        finally:
+            if not isinstance(target_file, BytesIO):
+                target_file.close()
+                # holds an open file descriptor so it can't be deleted on win
+                if 'arr_reloaded' in locals():
+                    if not isinstance(arr_reloaded, np.lib.npyio.NpzFile):
+                        os.remove(target_file.name)
+
+    def check_roundtrips(self, a):
+        self.roundtrip(a)
+        self.roundtrip(a, file_on_disk=True)
+        self.roundtrip(np.asfortranarray(a))
+        self.roundtrip(np.asfortranarray(a), file_on_disk=True)
+        if a.shape[0] > 1:
+            # neither C nor Fortran contiguous for 2D arrays or more
+            self.roundtrip(np.asfortranarray(a)[1:])
+            self.roundtrip(np.asfortranarray(a)[1:], file_on_disk=True)
+
+    def test_array(self):
+        a = np.array([], float)
+        self.check_roundtrips(a)
+
+        a = np.array([[1, 2], [3, 4]], float)
+        self.check_roundtrips(a)
+
+        a = np.array([[1, 2], [3, 4]], int)
+        self.check_roundtrips(a)
+
+        a = np.array([[1 + 5j, 2 + 6j], [3 + 7j, 4 + 8j]], dtype=np.csingle)
+        self.check_roundtrips(a)
+
+        a = np.array([[1 + 5j, 2 + 6j], [3 + 7j, 4 + 8j]], dtype=np.cdouble)
+        self.check_roundtrips(a)
+
+    def test_array_object(self):
+        a = np.array([], object)
+        self.check_roundtrips(a)
+
+        a = np.array([[1, 2], [3, 4]], object)
+        self.check_roundtrips(a)
+
+    def test_1D(self):
+        a = np.array([1, 2, 3, 4], int)
+        self.roundtrip(a)
+
+    @pytest.mark.skipif(sys.platform == 'win32', reason="Fails on Win32")
+    def test_mmap(self):
+        a = np.array([[1, 2.5], [4, 7.3]])
+        self.roundtrip(a, file_on_disk=True, load_kwds={'mmap_mode': 'r'})
+
+        a = np.asfortranarray([[1, 2.5], [4, 7.3]])
+        self.roundtrip(a, file_on_disk=True, load_kwds={'mmap_mode': 'r'})
+
+    def test_record(self):
+        a = np.array([(1, 2), (3, 4)], dtype=[('x', 'i4'), ('y', 'i4')])
+        self.check_roundtrips(a)
+
+    @pytest.mark.slow
+    def test_format_2_0(self):
+        dt = [(("%d" % i) * 100, float) for i in range(500)]
+        a = np.ones(1000, dtype=dt)
+        with warnings.catch_warnings(record=True):
+            warnings.filterwarnings('always', '', UserWarning)
+            self.check_roundtrips(a)
+
+
+class TestSaveLoad(RoundtripTest):
+    def roundtrip(self, *args, **kwargs):
+        RoundtripTest.roundtrip(self, np.save, *args, **kwargs)
+        assert_equal(self.arr[0], self.arr_reloaded)
+        assert_equal(self.arr[0].dtype, self.arr_reloaded.dtype)
+        assert_equal(self.arr[0].flags.fnc, self.arr_reloaded.flags.fnc)
+
+
+class TestSavezLoad(RoundtripTest):
+    def roundtrip(self, *args, **kwargs):
+        RoundtripTest.roundtrip(self, np.savez, *args, **kwargs)
+        try:
+            for n, arr in enumerate(self.arr):
+                reloaded = self.arr_reloaded['arr_%d' % n]
+                assert_equal(arr, reloaded)
+                assert_equal(arr.dtype, reloaded.dtype)
+                assert_equal(arr.flags.fnc, reloaded.flags.fnc)
+        finally:
+            # delete tempfile, must be done here on windows
+            if self.arr_reloaded.fid:
+                self.arr_reloaded.fid.close()
+                os.remove(self.arr_reloaded.fid.name)
+
+    @pytest.mark.skipif(IS_PYPY, reason="Hangs on PyPy")
+    @pytest.mark.skipif(not IS_64BIT, reason="Needs 64bit platform")
+    @pytest.mark.slow
+    def test_big_arrays(self):
+        L = (1 << 31) + 100000
+        a = np.empty(L, dtype=np.uint8)
+        with temppath(prefix="numpy_test_big_arrays_", suffix=".npz") as tmp:
+            np.savez(tmp, a=a)
+            del a
+            npfile = np.load(tmp)
+            a = npfile['a']  # Should succeed
+            npfile.close()
+            del a  # Avoid pyflakes unused variable warning.
+
+    def test_multiple_arrays(self):
+        a = np.array([[1, 2], [3, 4]], float)
+        b = np.array([[1 + 2j, 2 + 7j], [3 - 6j, 4 + 12j]], complex)
+        self.roundtrip(a, b)
+
+    def test_named_arrays(self):
+        a = np.array([[1, 2], [3, 4]], float)
+        b = np.array([[1 + 2j, 2 + 7j], [3 - 6j, 4 + 12j]], complex)
+        c = BytesIO()
+        np.savez(c, file_a=a, file_b=b)
+        c.seek(0)
+        l = np.load(c)
+        assert_equal(a, l['file_a'])
+        assert_equal(b, l['file_b'])
+
+    def test_BagObj(self):
+        a = np.array([[1, 2], [3, 4]], float)
+        b = np.array([[1 + 2j, 2 + 7j], [3 - 6j, 4 + 12j]], complex)
+        c = BytesIO()
+        np.savez(c, file_a=a, file_b=b)
+        c.seek(0)
+        l = np.load(c)
+        assert_equal(sorted(dir(l.f)), ['file_a','file_b'])
+        assert_equal(a, l.f.file_a)
+        assert_equal(b, l.f.file_b)
+
+    def test_savez_filename_clashes(self):
+        # Test that issue #852 is fixed
+        # and savez functions in multithreaded environment
+
+        def writer(error_list):
+            with temppath(suffix='.npz') as tmp:
+                arr = np.random.randn(500, 500)
+                try:
+                    np.savez(tmp, arr=arr)
+                except OSError as err:
+                    error_list.append(err)
+
+        errors = []
+        threads = [threading.Thread(target=writer, args=(errors,))
+                   for j in range(3)]
+        for t in threads:
+            t.start()
+        for t in threads:
+            t.join()
+
+        if errors:
+            raise AssertionError(errors)
+
+    def test_not_closing_opened_fid(self):
+        # Test that issue #2178 is fixed:
+        # verify could seek on 'loaded' file
+        with temppath(suffix='.npz') as tmp:
+            with open(tmp, 'wb') as fp:
+                np.savez(fp, data='LOVELY LOAD')
+            with open(tmp, 'rb', 10000) as fp:
+                fp.seek(0)
+                assert_(not fp.closed)
+                np.load(fp)['data']
+                # fp must not get closed by .load
+                assert_(not fp.closed)
+                fp.seek(0)
+                assert_(not fp.closed)
+
+    @pytest.mark.slow_pypy
+    def test_closing_fid(self):
+        # Test that issue #1517 (too many opened files) remains closed
+        # It might be a "weak" test since failed to get triggered on
+        # e.g. Debian sid of 2012 Jul 05 but was reported to
+        # trigger the failure on Ubuntu 10.04:
+        # http://projects.scipy.org/numpy/ticket/1517#comment:2
+        with temppath(suffix='.npz') as tmp:
+            np.savez(tmp, data='LOVELY LOAD')
+            # We need to check if the garbage collector can properly close
+            # numpy npz file returned by np.load when their reference count
+            # goes to zero.  Python 3 running in debug mode raises a
+            # ResourceWarning when file closing is left to the garbage
+            # collector, so we catch the warnings.
+            with suppress_warnings() as sup:
+                sup.filter(ResourceWarning)  # TODO: specify exact message
+                for i in range(1, 1025):
+                    try:
+                        np.load(tmp)["data"]
+                    except Exception as e:
+                        msg = "Failed to load data from a file: %s" % e
+                        raise AssertionError(msg)
+                    finally:
+                        if IS_PYPY:
+                            gc.collect()
+
+    def test_closing_zipfile_after_load(self):
+        # Check that zipfile owns file and can close it.  This needs to
+        # pass a file name to load for the test. On windows failure will
+        # cause a second error will be raised when the attempt to remove
+        # the open file is made.
+        prefix = 'numpy_test_closing_zipfile_after_load_'
+        with temppath(suffix='.npz', prefix=prefix) as tmp:
+            np.savez(tmp, lab='place holder')
+            data = np.load(tmp)
+            fp = data.zip.fp
+            data.close()
+            assert_(fp.closed)
+
+
+class TestSaveTxt:
+    def test_array(self):
+        a = np.array([[1, 2], [3, 4]], float)
+        fmt = "%.18e"
+        c = BytesIO()
+        np.savetxt(c, a, fmt=fmt)
+        c.seek(0)
+        assert_equal(c.readlines(),
+                     [asbytes((fmt + ' ' + fmt + '\n') % (1, 2)),
+                      asbytes((fmt + ' ' + fmt + '\n') % (3, 4))])
+
+        a = np.array([[1, 2], [3, 4]], int)
+        c = BytesIO()
+        np.savetxt(c, a, fmt='%d')
+        c.seek(0)
+        assert_equal(c.readlines(), [b'1 2\n', b'3 4\n'])
+
+    def test_1D(self):
+        a = np.array([1, 2, 3, 4], int)
+        c = BytesIO()
+        np.savetxt(c, a, fmt='%d')
+        c.seek(0)
+        lines = c.readlines()
+        assert_equal(lines, [b'1\n', b'2\n', b'3\n', b'4\n'])
+
+    def test_0D_3D(self):
+        c = BytesIO()
+        assert_raises(ValueError, np.savetxt, c, np.array(1))
+        assert_raises(ValueError, np.savetxt, c, np.array([[[1], [2]]]))
+
+    def test_structured(self):
+        a = np.array([(1, 2), (3, 4)], dtype=[('x', 'i4'), ('y', 'i4')])
+        c = BytesIO()
+        np.savetxt(c, a, fmt='%d')
+        c.seek(0)
+        assert_equal(c.readlines(), [b'1 2\n', b'3 4\n'])
+
+    def test_structured_padded(self):
+        # gh-13297
+        a = np.array([(1, 2, 3),(4, 5, 6)], dtype=[
+            ('foo', 'i4'), ('bar', 'i4'), ('baz', 'i4')
+        ])
+        c = BytesIO()
+        np.savetxt(c, a[['foo', 'baz']], fmt='%d')
+        c.seek(0)
+        assert_equal(c.readlines(), [b'1 3\n', b'4 6\n'])
+
+    def test_multifield_view(self):
+        a = np.ones(1, dtype=[('x', 'i4'), ('y', 'i4'), ('z', 'f4')])
+        v = a[['x', 'z']]
+        with temppath(suffix='.npy') as path:
+            path = Path(path)
+            np.save(path, v)
+            data = np.load(path)
+            assert_array_equal(data, v)
+
+    def test_delimiter(self):
+        a = np.array([[1., 2.], [3., 4.]])
+        c = BytesIO()
+        np.savetxt(c, a, delimiter=',', fmt='%d')
+        c.seek(0)
+        assert_equal(c.readlines(), [b'1,2\n', b'3,4\n'])
+
+    def test_format(self):
+        a = np.array([(1, 2), (3, 4)])
+        c = BytesIO()
+        # Sequence of formats
+        np.savetxt(c, a, fmt=['%02d', '%3.1f'])
+        c.seek(0)
+        assert_equal(c.readlines(), [b'01 2.0\n', b'03 4.0\n'])
+
+        # A single multiformat string
+        c = BytesIO()
+        np.savetxt(c, a, fmt='%02d : %3.1f')
+        c.seek(0)
+        lines = c.readlines()
+        assert_equal(lines, [b'01 : 2.0\n', b'03 : 4.0\n'])
+
+        # Specify delimiter, should be overridden
+        c = BytesIO()
+        np.savetxt(c, a, fmt='%02d : %3.1f', delimiter=',')
+        c.seek(0)
+        lines = c.readlines()
+        assert_equal(lines, [b'01 : 2.0\n', b'03 : 4.0\n'])
+
+        # Bad fmt, should raise a ValueError
+        c = BytesIO()
+        assert_raises(ValueError, np.savetxt, c, a, fmt=99)
+
+    def test_header_footer(self):
+        # Test the functionality of the header and footer keyword argument.
+
+        c = BytesIO()
+        a = np.array([(1, 2), (3, 4)], dtype=int)
+        test_header_footer = 'Test header / footer'
+        # Test the header keyword argument
+        np.savetxt(c, a, fmt='%1d', header=test_header_footer)
+        c.seek(0)
+        assert_equal(c.read(),
+                     asbytes('# ' + test_header_footer + '\n1 2\n3 4\n'))
+        # Test the footer keyword argument
+        c = BytesIO()
+        np.savetxt(c, a, fmt='%1d', footer=test_header_footer)
+        c.seek(0)
+        assert_equal(c.read(),
+                     asbytes('1 2\n3 4\n# ' + test_header_footer + '\n'))
+        # Test the commentstr keyword argument used on the header
+        c = BytesIO()
+        commentstr = '% '
+        np.savetxt(c, a, fmt='%1d',
+                   header=test_header_footer, comments=commentstr)
+        c.seek(0)
+        assert_equal(c.read(),
+                     asbytes(commentstr + test_header_footer + '\n' + '1 2\n3 4\n'))
+        # Test the commentstr keyword argument used on the footer
+        c = BytesIO()
+        commentstr = '% '
+        np.savetxt(c, a, fmt='%1d',
+                   footer=test_header_footer, comments=commentstr)
+        c.seek(0)
+        assert_equal(c.read(),
+                     asbytes('1 2\n3 4\n' + commentstr + test_header_footer + '\n'))
+
+    def test_file_roundtrip(self):
+        with temppath() as name:
+            a = np.array([(1, 2), (3, 4)])
+            np.savetxt(name, a)
+            b = np.loadtxt(name)
+            assert_array_equal(a, b)
+
+    def test_complex_arrays(self):
+        ncols = 2
+        nrows = 2
+        a = np.zeros((ncols, nrows), dtype=np.complex128)
+        re = np.pi
+        im = np.e
+        a[:] = re + 1.0j * im
+
+        # One format only
+        c = BytesIO()
+        np.savetxt(c, a, fmt=' %+.3e')
+        c.seek(0)
+        lines = c.readlines()
+        assert_equal(
+            lines,
+            [b' ( +3.142e+00+ +2.718e+00j)  ( +3.142e+00+ +2.718e+00j)\n',
+             b' ( +3.142e+00+ +2.718e+00j)  ( +3.142e+00+ +2.718e+00j)\n'])
+
+        # One format for each real and imaginary part
+        c = BytesIO()
+        np.savetxt(c, a, fmt='  %+.3e' * 2 * ncols)
+        c.seek(0)
+        lines = c.readlines()
+        assert_equal(
+            lines,
+            [b'  +3.142e+00  +2.718e+00  +3.142e+00  +2.718e+00\n',
+             b'  +3.142e+00  +2.718e+00  +3.142e+00  +2.718e+00\n'])
+
+        # One format for each complex number
+        c = BytesIO()
+        np.savetxt(c, a, fmt=['(%.3e%+.3ej)'] * ncols)
+        c.seek(0)
+        lines = c.readlines()
+        assert_equal(
+            lines,
+            [b'(3.142e+00+2.718e+00j) (3.142e+00+2.718e+00j)\n',
+             b'(3.142e+00+2.718e+00j) (3.142e+00+2.718e+00j)\n'])
+
+    def test_complex_negative_exponent(self):
+        # Previous to 1.15, some formats generated x+-yj, gh 7895
+        ncols = 2
+        nrows = 2
+        a = np.zeros((ncols, nrows), dtype=np.complex128)
+        re = np.pi
+        im = np.e
+        a[:] = re - 1.0j * im
+        c = BytesIO()
+        np.savetxt(c, a, fmt='%.3e')
+        c.seek(0)
+        lines = c.readlines()
+        assert_equal(
+            lines,
+            [b' (3.142e+00-2.718e+00j)  (3.142e+00-2.718e+00j)\n',
+             b' (3.142e+00-2.718e+00j)  (3.142e+00-2.718e+00j)\n'])
+
+
+    def test_custom_writer(self):
+
+        class CustomWriter(list):
+            def write(self, text):
+                self.extend(text.split(b'\n'))
+
+        w = CustomWriter()
+        a = np.array([(1, 2), (3, 4)])
+        np.savetxt(w, a)
+        b = np.loadtxt(w)
+        assert_array_equal(a, b)
+
+    def test_unicode(self):
+        utf8 = b'\xcf\x96'.decode('UTF-8')
+        a = np.array([utf8], dtype=np.unicode_)
+        with tempdir() as tmpdir:
+            # set encoding as on windows it may not be unicode even on py3
+            np.savetxt(os.path.join(tmpdir, 'test.csv'), a, fmt=['%s'],
+                       encoding='UTF-8')
+
+    def test_unicode_roundtrip(self):
+        utf8 = b'\xcf\x96'.decode('UTF-8')
+        a = np.array([utf8], dtype=np.unicode_)
+        # our gz wrapper support encoding
+        suffixes = ['', '.gz']
+        if HAS_BZ2:
+            suffixes.append('.bz2')
+        if HAS_LZMA:
+            suffixes.extend(['.xz', '.lzma'])
+        with tempdir() as tmpdir:
+            for suffix in suffixes:
+                np.savetxt(os.path.join(tmpdir, 'test.csv' + suffix), a,
+                           fmt=['%s'], encoding='UTF-16-LE')
+                b = np.loadtxt(os.path.join(tmpdir, 'test.csv' + suffix),
+                               encoding='UTF-16-LE', dtype=np.unicode_)
+                assert_array_equal(a, b)
+
+    def test_unicode_bytestream(self):
+        utf8 = b'\xcf\x96'.decode('UTF-8')
+        a = np.array([utf8], dtype=np.unicode_)
+        s = BytesIO()
+        np.savetxt(s, a, fmt=['%s'], encoding='UTF-8')
+        s.seek(0)
+        assert_equal(s.read().decode('UTF-8'), utf8 + '\n')
+
+    def test_unicode_stringstream(self):
+        utf8 = b'\xcf\x96'.decode('UTF-8')
+        a = np.array([utf8], dtype=np.unicode_)
+        s = StringIO()
+        np.savetxt(s, a, fmt=['%s'], encoding='UTF-8')
+        s.seek(0)
+        assert_equal(s.read(), utf8 + '\n')
+
+    @pytest.mark.parametrize("fmt", [u"%f", b"%f"])
+    @pytest.mark.parametrize("iotype", [StringIO, BytesIO])
+    def test_unicode_and_bytes_fmt(self, fmt, iotype):
+        # string type of fmt should not matter, see also gh-4053
+        a = np.array([1.])
+        s = iotype()
+        np.savetxt(s, a, fmt=fmt)
+        s.seek(0)
+        if iotype is StringIO:
+            assert_equal(s.read(), u"%f\n" % 1.)
+        else:
+            assert_equal(s.read(), b"%f\n" % 1.)
+
+    @pytest.mark.skipif(sys.platform=='win32', reason="files>4GB may not work")
+    @pytest.mark.slow
+    @requires_memory(free_bytes=7e9)
+    def test_large_zip(self):
+        def check_large_zip(memoryerror_raised):
+            memoryerror_raised.value = False
+            try:
+                # The test takes at least 6GB of memory, writes a file larger
+                # than 4GB. This tests the ``allowZip64`` kwarg to ``zipfile``
+                test_data = np.asarray([np.random.rand(
+                                        np.random.randint(50,100),4)
+                                        for i in range(800000)], dtype=object)
+                with tempdir() as tmpdir:
+                    np.savez(os.path.join(tmpdir, 'test.npz'),
+                             test_data=test_data)
+            except MemoryError:
+                memoryerror_raised.value = True
+                raise
+        # run in a subprocess to ensure memory is released on PyPy, see gh-15775
+        # Use an object in shared memory to re-raise the MemoryError exception
+        # in our process if needed, see gh-16889
+        memoryerror_raised = Value(c_bool)
+
+        # Since Python 3.8, the default start method for multiprocessing has 
+        # been changed from 'fork' to 'spawn' on macOS, causing inconsistency 
+        # on memory sharing model, lead to failed test for check_large_zip
+        ctx = get_context('fork')
+        p = ctx.Process(target=check_large_zip, args=(memoryerror_raised,))
+        p.start()
+        p.join()
+        if memoryerror_raised.value:
+            raise MemoryError("Child process raised a MemoryError exception")
+        # -9 indicates a SIGKILL, probably an OOM.
+        if p.exitcode == -9:
+            pytest.xfail("subprocess got a SIGKILL, apparently free memory was not sufficient")
+        assert p.exitcode == 0
+
+class LoadTxtBase:
+    def check_compressed(self, fopen, suffixes):
+        # Test that we can load data from a compressed file
+        wanted = np.arange(6).reshape((2, 3))
+        linesep = ('\n', '\r\n', '\r')
+        for sep in linesep:
+            data = '0 1 2' + sep + '3 4 5'
+            for suffix in suffixes:
+                with temppath(suffix=suffix) as name:
+                    with fopen(name, mode='wt', encoding='UTF-32-LE') as f:
+                        f.write(data)
+                    res = self.loadfunc(name, encoding='UTF-32-LE')
+                    assert_array_equal(res, wanted)
+                    with fopen(name, "rt",  encoding='UTF-32-LE') as f:
+                        res = self.loadfunc(f)
+                    assert_array_equal(res, wanted)
+
+    def test_compressed_gzip(self):
+        self.check_compressed(gzip.open, ('.gz',))
+
+    @pytest.mark.skipif(not HAS_BZ2, reason="Needs bz2")
+    def test_compressed_bz2(self):
+        self.check_compressed(bz2.open, ('.bz2',))
+
+    @pytest.mark.skipif(not HAS_LZMA, reason="Needs lzma")
+    def test_compressed_lzma(self):
+        self.check_compressed(lzma.open, ('.xz', '.lzma'))
+
+    def test_encoding(self):
+        with temppath() as path:
+            with open(path, "wb") as f:
+                f.write('0.\n1.\n2.'.encode("UTF-16"))
+            x = self.loadfunc(path, encoding="UTF-16")
+            assert_array_equal(x, [0., 1., 2.])
+
+    def test_stringload(self):
+        # umlaute
+        nonascii = b'\xc3\xb6\xc3\xbc\xc3\xb6'.decode("UTF-8")
+        with temppath() as path:
+            with open(path, "wb") as f:
+                f.write(nonascii.encode("UTF-16"))
+            x = self.loadfunc(path, encoding="UTF-16", dtype=np.unicode_)
+            assert_array_equal(x, nonascii)
+
+    def test_binary_decode(self):
+        utf16 = b'\xff\xfeh\x04 \x00i\x04 \x00j\x04'
+        v = self.loadfunc(BytesIO(utf16), dtype=np.unicode_, encoding='UTF-16')
+        assert_array_equal(v, np.array(utf16.decode('UTF-16').split()))
+
+    def test_converters_decode(self):
+        # test converters that decode strings
+        c = TextIO()
+        c.write(b'\xcf\x96')
+        c.seek(0)
+        x = self.loadfunc(c, dtype=np.unicode_,
+                          converters={0: lambda x: x.decode('UTF-8')})
+        a = np.array([b'\xcf\x96'.decode('UTF-8')])
+        assert_array_equal(x, a)
+
+    def test_converters_nodecode(self):
+        # test native string converters enabled by setting an encoding
+        utf8 = b'\xcf\x96'.decode('UTF-8')
+        with temppath() as path:
+            with io.open(path, 'wt', encoding='UTF-8') as f:
+                f.write(utf8)
+            x = self.loadfunc(path, dtype=np.unicode_,
+                              converters={0: lambda x: x + 't'},
+                              encoding='UTF-8')
+            a = np.array([utf8 + 't'])
+            assert_array_equal(x, a)
+
+
+class TestLoadTxt(LoadTxtBase):
+    loadfunc = staticmethod(np.loadtxt)
+
+    def setup(self):
+        # lower chunksize for testing
+        self.orig_chunk = np.lib.npyio._loadtxt_chunksize
+        np.lib.npyio._loadtxt_chunksize = 1
+    def teardown(self):
+        np.lib.npyio._loadtxt_chunksize = self.orig_chunk
+
+    def test_record(self):
+        c = TextIO()
+        c.write('1 2\n3 4')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=[('x', np.int32), ('y', np.int32)])
+        a = np.array([(1, 2), (3, 4)], dtype=[('x', 'i4'), ('y', 'i4')])
+        assert_array_equal(x, a)
+
+        d = TextIO()
+        d.write('M 64 75.0\nF 25 60.0')
+        d.seek(0)
+        mydescriptor = {'names': ('gender', 'age', 'weight'),
+                        'formats': ('S1', 'i4', 'f4')}
+        b = np.array([('M', 64.0, 75.0),
+                      ('F', 25.0, 60.0)], dtype=mydescriptor)
+        y = np.loadtxt(d, dtype=mydescriptor)
+        assert_array_equal(y, b)
+
+    def test_array(self):
+        c = TextIO()
+        c.write('1 2\n3 4')
+
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int)
+        a = np.array([[1, 2], [3, 4]], int)
+        assert_array_equal(x, a)
+
+        c.seek(0)
+        x = np.loadtxt(c, dtype=float)
+        a = np.array([[1, 2], [3, 4]], float)
+        assert_array_equal(x, a)
+
+    def test_1D(self):
+        c = TextIO()
+        c.write('1\n2\n3\n4\n')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int)
+        a = np.array([1, 2, 3, 4], int)
+        assert_array_equal(x, a)
+
+        c = TextIO()
+        c.write('1,2,3,4\n')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',')
+        a = np.array([1, 2, 3, 4], int)
+        assert_array_equal(x, a)
+
+    def test_missing(self):
+        c = TextIO()
+        c.write('1,2,3,,5\n')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',',
+                       converters={3: lambda s: int(s or - 999)})
+        a = np.array([1, 2, 3, -999, 5], int)
+        assert_array_equal(x, a)
+
+    def test_converters_with_usecols(self):
+        c = TextIO()
+        c.write('1,2,3,,5\n6,7,8,9,10\n')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',',
+                       converters={3: lambda s: int(s or - 999)},
+                       usecols=(1, 3,))
+        a = np.array([[2, -999], [7, 9]], int)
+        assert_array_equal(x, a)
+
+    def test_comments_unicode(self):
+        c = TextIO()
+        c.write('# comment\n1,2,3,5\n')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',',
+                       comments=u'#')
+        a = np.array([1, 2, 3, 5], int)
+        assert_array_equal(x, a)
+
+    def test_comments_byte(self):
+        c = TextIO()
+        c.write('# comment\n1,2,3,5\n')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',',
+                       comments=b'#')
+        a = np.array([1, 2, 3, 5], int)
+        assert_array_equal(x, a)
+
+    def test_comments_multiple(self):
+        c = TextIO()
+        c.write('# comment\n1,2,3\n@ comment2\n4,5,6 // comment3')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',',
+                       comments=['#', '@', '//'])
+        a = np.array([[1, 2, 3], [4, 5, 6]], int)
+        assert_array_equal(x, a)
+
+    @pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+                        reason="PyPy bug in error formatting")
+    def test_comments_multi_chars(self):
+        c = TextIO()
+        c.write('/* comment\n1,2,3,5\n')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',',
+                       comments='/*')
+        a = np.array([1, 2, 3, 5], int)
+        assert_array_equal(x, a)
+
+        # Check that '/*' is not transformed to ['/', '*']
+        c = TextIO()
+        c.write('*/ comment\n1,2,3,5\n')
+        c.seek(0)
+        assert_raises(ValueError, np.loadtxt, c, dtype=int, delimiter=',',
+                      comments='/*')
+
+    def test_skiprows(self):
+        c = TextIO()
+        c.write('comment\n1,2,3,5\n')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',',
+                       skiprows=1)
+        a = np.array([1, 2, 3, 5], int)
+        assert_array_equal(x, a)
+
+        c = TextIO()
+        c.write('# comment\n1,2,3,5\n')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',',
+                       skiprows=1)
+        a = np.array([1, 2, 3, 5], int)
+        assert_array_equal(x, a)
+
+    def test_usecols(self):
+        a = np.array([[1, 2], [3, 4]], float)
+        c = BytesIO()
+        np.savetxt(c, a)
+        c.seek(0)
+        x = np.loadtxt(c, dtype=float, usecols=(1,))
+        assert_array_equal(x, a[:, 1])
+
+        a = np.array([[1, 2, 3], [3, 4, 5]], float)
+        c = BytesIO()
+        np.savetxt(c, a)
+        c.seek(0)
+        x = np.loadtxt(c, dtype=float, usecols=(1, 2))
+        assert_array_equal(x, a[:, 1:])
+
+        # Testing with arrays instead of tuples.
+        c.seek(0)
+        x = np.loadtxt(c, dtype=float, usecols=np.array([1, 2]))
+        assert_array_equal(x, a[:, 1:])
+
+        # Testing with an integer instead of a sequence
+        for int_type in [int, np.int8, np.int16,
+                         np.int32, np.int64, np.uint8, np.uint16,
+                         np.uint32, np.uint64]:
+            to_read = int_type(1)
+            c.seek(0)
+            x = np.loadtxt(c, dtype=float, usecols=to_read)
+            assert_array_equal(x, a[:, 1])
+
+        # Testing with some crazy custom integer type
+        class CrazyInt:
+            def __index__(self):
+                return 1
+
+        crazy_int = CrazyInt()
+        c.seek(0)
+        x = np.loadtxt(c, dtype=float, usecols=crazy_int)
+        assert_array_equal(x, a[:, 1])
+
+        c.seek(0)
+        x = np.loadtxt(c, dtype=float, usecols=(crazy_int,))
+        assert_array_equal(x, a[:, 1])
+
+        # Checking with dtypes defined converters.
+        data = '''JOE 70.1 25.3
+                BOB 60.5 27.9
+                '''
+        c = TextIO(data)
+        names = ['stid', 'temp']
+        dtypes = ['S4', 'f8']
+        arr = np.loadtxt(c, usecols=(0, 2), dtype=list(zip(names, dtypes)))
+        assert_equal(arr['stid'], [b"JOE", b"BOB"])
+        assert_equal(arr['temp'], [25.3, 27.9])
+
+        # Testing non-ints in usecols
+        c.seek(0)
+        bogus_idx = 1.5
+        assert_raises_regex(
+            TypeError,
+            '^usecols must be.*%s' % type(bogus_idx).__name__,
+            np.loadtxt, c, usecols=bogus_idx
+            )
+
+        assert_raises_regex(
+            TypeError,
+            '^usecols must be.*%s' % type(bogus_idx).__name__,
+            np.loadtxt, c, usecols=[0, bogus_idx, 0]
+            )
+
+    def test_bad_usecols(self):
+        with pytest.raises(OverflowError):
+            np.loadtxt(["1\n"], usecols=[2**64], delimiter=",")
+        with pytest.raises((ValueError, OverflowError)):
+            # Overflow error on 32bit platforms
+            np.loadtxt(["1\n"], usecols=[2**62], delimiter=",")
+        with pytest.raises(TypeError,
+                match="If a structured dtype .*. But 1 usecols were given and "
+                      "the number of fields is 3."):
+            np.loadtxt(["1,1\n"], dtype="i,(2)i", usecols=[0], delimiter=",")
+
+    def test_fancy_dtype(self):
+        c = TextIO()
+        c.write('1,2,3.0\n4,5,6.0\n')
+        c.seek(0)
+        dt = np.dtype([('x', int), ('y', [('t', int), ('s', float)])])
+        x = np.loadtxt(c, dtype=dt, delimiter=',')
+        a = np.array([(1, (2, 3.0)), (4, (5, 6.0))], dt)
+        assert_array_equal(x, a)
+
+    def test_shaped_dtype(self):
+        c = TextIO("aaaa  1.0  8.0  1 2 3 4 5 6")
+        dt = np.dtype([('name', 'S4'), ('x', float), ('y', float),
+                       ('block', int, (2, 3))])
+        x = np.loadtxt(c, dtype=dt)
+        a = np.array([('aaaa', 1.0, 8.0, [[1, 2, 3], [4, 5, 6]])],
+                     dtype=dt)
+        assert_array_equal(x, a)
+
+    def test_3d_shaped_dtype(self):
+        c = TextIO("aaaa  1.0  8.0  1 2 3 4 5 6 7 8 9 10 11 12")
+        dt = np.dtype([('name', 'S4'), ('x', float), ('y', float),
+                       ('block', int, (2, 2, 3))])
+        x = np.loadtxt(c, dtype=dt)
+        a = np.array([('aaaa', 1.0, 8.0,
+                       [[[1, 2, 3], [4, 5, 6]], [[7, 8, 9], [10, 11, 12]]])],
+                     dtype=dt)
+        assert_array_equal(x, a)
+
+    def test_str_dtype(self):
+        # see gh-8033
+        c = ["str1", "str2"]
+
+        for dt in (str, np.bytes_):
+            a = np.array(["str1", "str2"], dtype=dt)
+            x = np.loadtxt(c, dtype=dt)
+            assert_array_equal(x, a)
+
+    def test_empty_file(self):
+        with pytest.warns(UserWarning, match="input contained no data"):
+            c = TextIO()
+            x = np.loadtxt(c)
+            assert_equal(x.shape, (0,))
+            x = np.loadtxt(c, dtype=np.int64)
+            assert_equal(x.shape, (0,))
+            assert_(x.dtype == np.int64)
+
+    def test_unused_converter(self):
+        c = TextIO()
+        c.writelines(['1 21\n', '3 42\n'])
+        c.seek(0)
+        data = np.loadtxt(c, usecols=(1,),
+                          converters={0: lambda s: int(s, 16)})
+        assert_array_equal(data, [21, 42])
+
+        c.seek(0)
+        data = np.loadtxt(c, usecols=(1,),
+                          converters={1: lambda s: int(s, 16)})
+        assert_array_equal(data, [33, 66])
+
+    def test_dtype_with_object(self):
+        # Test using an explicit dtype with an object
+        data = """ 1; 2001-01-01
+                   2; 2002-01-31 """
+        ndtype = [('idx', int), ('code', object)]
+        func = lambda s: strptime(s.strip(), "%Y-%m-%d")
+        converters = {1: func}
+        test = np.loadtxt(TextIO(data), delimiter=";", dtype=ndtype,
+                          converters=converters)
+        control = np.array(
+            [(1, datetime(2001, 1, 1)), (2, datetime(2002, 1, 31))],
+            dtype=ndtype)
+        assert_equal(test, control)
+
+    def test_uint64_type(self):
+        tgt = (9223372043271415339, 9223372043271415853)
+        c = TextIO()
+        c.write("%s %s" % tgt)
+        c.seek(0)
+        res = np.loadtxt(c, dtype=np.uint64)
+        assert_equal(res, tgt)
+
+    def test_int64_type(self):
+        tgt = (-9223372036854775807, 9223372036854775807)
+        c = TextIO()
+        c.write("%s %s" % tgt)
+        c.seek(0)
+        res = np.loadtxt(c, dtype=np.int64)
+        assert_equal(res, tgt)
+
+    def test_from_float_hex(self):
+        # IEEE doubles and floats only, otherwise the float32
+        # conversion may fail.
+        tgt = np.logspace(-10, 10, 5).astype(np.float32)
+        tgt = np.hstack((tgt, -tgt)).astype(float)
+        inp = '\n'.join(map(float.hex, tgt))
+        c = TextIO()
+        c.write(inp)
+        for dt in [float, np.float32]:
+            c.seek(0)
+            res = np.loadtxt(
+                c, dtype=dt, converters=float.fromhex, encoding="latin1")
+            assert_equal(res, tgt, err_msg="%s" % dt)
+
+    @pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+                        reason="PyPy bug in error formatting")
+    def test_default_float_converter_no_default_hex_conversion(self):
+        """
+        Ensure that fromhex is only used for values with the correct prefix and
+        is not called by default. Regression test related to gh-19598.
+        """
+        c = TextIO("a b c")
+        with pytest.raises(ValueError,
+                match=".*convert string 'a' to float64 at row 0, column 1"):
+            np.loadtxt(c)
+
+    @pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+                        reason="PyPy bug in error formatting")
+    def test_default_float_converter_exception(self):
+        """
+        Ensure that the exception message raised during failed floating point
+        conversion is correct. Regression test related to gh-19598.
+        """
+        c = TextIO("qrs tuv")  # Invalid values for default float converter
+        with pytest.raises(ValueError,
+                match="could not convert string 'qrs' to float64"):
+            np.loadtxt(c)
+
+    def test_from_complex(self):
+        tgt = (complex(1, 1), complex(1, -1))
+        c = TextIO()
+        c.write("%s %s" % tgt)
+        c.seek(0)
+        res = np.loadtxt(c, dtype=complex)
+        assert_equal(res, tgt)
+
+    def test_complex_misformatted(self):
+        # test for backward compatibility
+        # some complex formats used to generate x+-yj
+        a = np.zeros((2, 2), dtype=np.complex128)
+        re = np.pi
+        im = np.e
+        a[:] = re - 1.0j * im
+        c = BytesIO()
+        np.savetxt(c, a, fmt='%.16e')
+        c.seek(0)
+        txt = c.read()
+        c.seek(0)
+        # misformat the sign on the imaginary part, gh 7895
+        txt_bad = txt.replace(b'e+00-', b'e00+-')
+        assert_(txt_bad != txt)
+        c.write(txt_bad)
+        c.seek(0)
+        res = np.loadtxt(c, dtype=complex)
+        assert_equal(res, a)
+
+    def test_universal_newline(self):
+        with temppath() as name:
+            with open(name, 'w') as f:
+                f.write('1 21\r3 42\r')
+            data = np.loadtxt(name)
+        assert_array_equal(data, [[1, 21], [3, 42]])
+
+    def test_empty_field_after_tab(self):
+        c = TextIO()
+        c.write('1 \t2 \t3\tstart \n4\t5\t6\t  \n7\t8\t9.5\t')
+        c.seek(0)
+        dt = {'names': ('x', 'y', 'z', 'comment'),
+              'formats': ('<i4', '<i4', '<f4', '|S8')}
+        x = np.loadtxt(c, dtype=dt, delimiter='\t')
+        a = np.array([b'start ', b'  ', b''])
+        assert_array_equal(x['comment'], a)
+
+    def test_unpack_structured(self):
+        txt = TextIO("M 21 72\nF 35 58")
+        dt = {'names': ('a', 'b', 'c'), 'formats': ('|S1', '<i4', '<f4')}
+        a, b, c = np.loadtxt(txt, dtype=dt, unpack=True)
+        assert_(a.dtype.str == '|S1')
+        assert_(b.dtype.str == '<i4')
+        assert_(c.dtype.str == '<f4')
+        assert_array_equal(a, np.array([b'M', b'F']))
+        assert_array_equal(b, np.array([21, 35]))
+        assert_array_equal(c, np.array([72.,  58.]))
+
+    def test_ndmin_keyword(self):
+        c = TextIO()
+        c.write('1,2,3\n4,5,6')
+        c.seek(0)
+        assert_raises(ValueError, np.loadtxt, c, ndmin=3)
+        c.seek(0)
+        assert_raises(ValueError, np.loadtxt, c, ndmin=1.5)
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',', ndmin=1)
+        a = np.array([[1, 2, 3], [4, 5, 6]])
+        assert_array_equal(x, a)
+
+        d = TextIO()
+        d.write('0,1,2')
+        d.seek(0)
+        x = np.loadtxt(d, dtype=int, delimiter=',', ndmin=2)
+        assert_(x.shape == (1, 3))
+        d.seek(0)
+        x = np.loadtxt(d, dtype=int, delimiter=',', ndmin=1)
+        assert_(x.shape == (3,))
+        d.seek(0)
+        x = np.loadtxt(d, dtype=int, delimiter=',', ndmin=0)
+        assert_(x.shape == (3,))
+
+        e = TextIO()
+        e.write('0\n1\n2')
+        e.seek(0)
+        x = np.loadtxt(e, dtype=int, delimiter=',', ndmin=2)
+        assert_(x.shape == (3, 1))
+        e.seek(0)
+        x = np.loadtxt(e, dtype=int, delimiter=',', ndmin=1)
+        assert_(x.shape == (3,))
+        e.seek(0)
+        x = np.loadtxt(e, dtype=int, delimiter=',', ndmin=0)
+        assert_(x.shape == (3,))
+
+        # Test ndmin kw with empty file.
+        with pytest.warns(UserWarning, match="input contained no data"):
+            f = TextIO()
+            assert_(np.loadtxt(f, ndmin=2).shape == (0, 1,))
+            assert_(np.loadtxt(f, ndmin=1).shape == (0,))
+
+    def test_generator_source(self):
+        def count():
+            for i in range(10):
+                yield "%d" % i
+
+        res = np.loadtxt(count())
+        assert_array_equal(res, np.arange(10))
+
+    def test_bad_line(self):
+        c = TextIO()
+        c.write('1 2 3\n4 5 6\n2 3')
+        c.seek(0)
+
+        # Check for exception and that exception contains line number
+        assert_raises_regex(ValueError, "3", np.loadtxt, c)
+
+    def test_none_as_string(self):
+        # gh-5155, None should work as string when format demands it
+        c = TextIO()
+        c.write('100,foo,200\n300,None,400')
+        c.seek(0)
+        dt = np.dtype([('x', int), ('a', 'S10'), ('y', int)])
+        np.loadtxt(c, delimiter=',', dtype=dt, comments=None)  # Should succeed
+
+    @pytest.mark.skipif(locale.getpreferredencoding() == 'ANSI_X3.4-1968',
+                        reason="Wrong preferred encoding")
+    def test_binary_load(self):
+        butf8 = b"5,6,7,\xc3\x95scarscar\r\n15,2,3,hello\r\n"\
+                b"20,2,3,\xc3\x95scar\r\n"
+        sutf8 = butf8.decode("UTF-8").replace("\r", "").splitlines()
+        with temppath() as path:
+            with open(path, "wb") as f:
+                f.write(butf8)
+            with open(path, "rb") as f:
+                x = np.loadtxt(f, encoding="UTF-8", dtype=np.unicode_)
+            assert_array_equal(x, sutf8)
+            # test broken latin1 conversion people now rely on
+            with open(path, "rb") as f:
+                x = np.loadtxt(f, encoding="UTF-8", dtype="S")
+            x = [b'5,6,7,\xc3\x95scarscar', b'15,2,3,hello', b'20,2,3,\xc3\x95scar']
+            assert_array_equal(x, np.array(x, dtype="S"))
+
+    def test_max_rows(self):
+        c = TextIO()
+        c.write('1,2,3,5\n4,5,7,8\n2,1,4,5')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',',
+                       max_rows=1)
+        a = np.array([1, 2, 3, 5], int)
+        assert_array_equal(x, a)
+
+    def test_max_rows_with_skiprows(self):
+        c = TextIO()
+        c.write('comments\n1,2,3,5\n4,5,7,8\n2,1,4,5')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',',
+                       skiprows=1, max_rows=1)
+        a = np.array([1, 2, 3, 5], int)
+        assert_array_equal(x, a)
+
+        c = TextIO()
+        c.write('comment\n1,2,3,5\n4,5,7,8\n2,1,4,5')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',',
+                       skiprows=1, max_rows=2)
+        a = np.array([[1, 2, 3, 5], [4, 5, 7, 8]], int)
+        assert_array_equal(x, a)
+
+    def test_max_rows_with_read_continuation(self):
+        c = TextIO()
+        c.write('1,2,3,5\n4,5,7,8\n2,1,4,5')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',',
+                       max_rows=2)
+        a = np.array([[1, 2, 3, 5], [4, 5, 7, 8]], int)
+        assert_array_equal(x, a)
+        # test continuation
+        x = np.loadtxt(c, dtype=int, delimiter=',')
+        a = np.array([2,1,4,5], int)
+        assert_array_equal(x, a)
+
+    def test_max_rows_larger(self):
+        #test max_rows > num rows
+        c = TextIO()
+        c.write('comment\n1,2,3,5\n4,5,7,8\n2,1,4,5')
+        c.seek(0)
+        x = np.loadtxt(c, dtype=int, delimiter=',',
+                       skiprows=1, max_rows=6)
+        a = np.array([[1, 2, 3, 5], [4, 5, 7, 8], [2, 1, 4, 5]], int)
+        assert_array_equal(x, a)
+
+    @pytest.mark.parametrize(["skip", "data"], [
+            (1, ["ignored\n", "1,2\n", "\n", "3,4\n"]),
+            # "Bad" lines that do not end in newlines:
+            (1, ["ignored", "1,2", "", "3,4"]),
+            (1, StringIO("ignored\n1,2\n\n3,4")),
+            # Same as above, but do not skip any lines:
+            (0, ["-1,0\n", "1,2\n", "\n", "3,4\n"]),
+            (0, ["-1,0", "1,2", "", "3,4"]),
+            (0, StringIO("-1,0\n1,2\n\n3,4"))])
+    def test_max_rows_empty_lines(self, skip, data):
+        with pytest.warns(UserWarning,
+                    match=f"Input line 3.*max_rows={3-skip}"):
+            res = np.loadtxt(data, dtype=int, skiprows=skip, delimiter=",",
+                             max_rows=3-skip)
+            assert_array_equal(res, [[-1, 0], [1, 2], [3, 4]][skip:])
+
+        if isinstance(data, StringIO):
+            data.seek(0)
+
+        with warnings.catch_warnings():
+            warnings.simplefilter("error", UserWarning)
+            with pytest.raises(UserWarning):
+                np.loadtxt(data, dtype=int, skiprows=skip, delimiter=",",
+                           max_rows=3-skip)
+
+class Testfromregex:
+    def test_record(self):
+        c = TextIO()
+        c.write('1.312 foo\n1.534 bar\n4.444 qux')
+        c.seek(0)
+
+        dt = [('num', np.float64), ('val', 'S3')]
+        x = np.fromregex(c, r"([0-9.]+)\s+(...)", dt)
+        a = np.array([(1.312, 'foo'), (1.534, 'bar'), (4.444, 'qux')],
+                     dtype=dt)
+        assert_array_equal(x, a)
+
+    def test_record_2(self):
+        c = TextIO()
+        c.write('1312 foo\n1534 bar\n4444 qux')
+        c.seek(0)
+
+        dt = [('num', np.int32), ('val', 'S3')]
+        x = np.fromregex(c, r"(\d+)\s+(...)", dt)
+        a = np.array([(1312, 'foo'), (1534, 'bar'), (4444, 'qux')],
+                     dtype=dt)
+        assert_array_equal(x, a)
+
+    def test_record_3(self):
+        c = TextIO()
+        c.write('1312 foo\n1534 bar\n4444 qux')
+        c.seek(0)
+
+        dt = [('num', np.float64)]
+        x = np.fromregex(c, r"(\d+)\s+...", dt)
+        a = np.array([(1312,), (1534,), (4444,)], dtype=dt)
+        assert_array_equal(x, a)
+
+    @pytest.mark.parametrize("path_type", [str, Path])
+    def test_record_unicode(self, path_type):
+        utf8 = b'\xcf\x96'
+        with temppath() as str_path:
+            path = path_type(str_path)
+            with open(path, 'wb') as f:
+                f.write(b'1.312 foo' + utf8 + b' \n1.534 bar\n4.444 qux')
+
+            dt = [('num', np.float64), ('val', 'U4')]
+            x = np.fromregex(path, r"(?u)([0-9.]+)\s+(\w+)", dt, encoding='UTF-8')
+            a = np.array([(1.312, 'foo' + utf8.decode('UTF-8')), (1.534, 'bar'),
+                           (4.444, 'qux')], dtype=dt)
+            assert_array_equal(x, a)
+
+            regexp = re.compile(r"([0-9.]+)\s+(\w+)", re.UNICODE)
+            x = np.fromregex(path, regexp, dt, encoding='UTF-8')
+            assert_array_equal(x, a)
+
+    def test_compiled_bytes(self):
+        regexp = re.compile(b'(\\d)')
+        c = BytesIO(b'123')
+        dt = [('num', np.float64)]
+        a = np.array([1, 2, 3], dtype=dt)
+        x = np.fromregex(c, regexp, dt)
+        assert_array_equal(x, a)
+
+    def test_bad_dtype_not_structured(self):
+        regexp = re.compile(b'(\\d)')
+        c = BytesIO(b'123')
+        with pytest.raises(TypeError, match='structured datatype'):
+            np.fromregex(c, regexp, dtype=np.float64)
+
+
+#####--------------------------------------------------------------------------
+
+
+class TestFromTxt(LoadTxtBase):
+    loadfunc = staticmethod(np.genfromtxt)
+
+    def test_record(self):
+        # Test w/ explicit dtype
+        data = TextIO('1 2\n3 4')
+        test = np.genfromtxt(data, dtype=[('x', np.int32), ('y', np.int32)])
+        control = np.array([(1, 2), (3, 4)], dtype=[('x', 'i4'), ('y', 'i4')])
+        assert_equal(test, control)
+        #
+        data = TextIO('M 64.0 75.0\nF 25.0 60.0')
+        descriptor = {'names': ('gender', 'age', 'weight'),
+                      'formats': ('S1', 'i4', 'f4')}
+        control = np.array([('M', 64.0, 75.0), ('F', 25.0, 60.0)],
+                           dtype=descriptor)
+        test = np.genfromtxt(data, dtype=descriptor)
+        assert_equal(test, control)
+
+    def test_array(self):
+        # Test outputting a standard ndarray
+        data = TextIO('1 2\n3 4')
+        control = np.array([[1, 2], [3, 4]], dtype=int)
+        test = np.genfromtxt(data, dtype=int)
+        assert_array_equal(test, control)
+        #
+        data.seek(0)
+        control = np.array([[1, 2], [3, 4]], dtype=float)
+        test = np.loadtxt(data, dtype=float)
+        assert_array_equal(test, control)
+
+    def test_1D(self):
+        # Test squeezing to 1D
+        control = np.array([1, 2, 3, 4], int)
+        #
+        data = TextIO('1\n2\n3\n4\n')
+        test = np.genfromtxt(data, dtype=int)
+        assert_array_equal(test, control)
+        #
+        data = TextIO('1,2,3,4\n')
+        test = np.genfromtxt(data, dtype=int, delimiter=',')
+        assert_array_equal(test, control)
+
+    def test_comments(self):
+        # Test the stripping of comments
+        control = np.array([1, 2, 3, 5], int)
+        # Comment on its own line
+        data = TextIO('# comment\n1,2,3,5\n')
+        test = np.genfromtxt(data, dtype=int, delimiter=',', comments='#')
+        assert_equal(test, control)
+        # Comment at the end of a line
+        data = TextIO('1,2,3,5# comment\n')
+        test = np.genfromtxt(data, dtype=int, delimiter=',', comments='#')
+        assert_equal(test, control)
+
+    def test_skiprows(self):
+        # Test row skipping
+        control = np.array([1, 2, 3, 5], int)
+        kwargs = dict(dtype=int, delimiter=',')
+        #
+        data = TextIO('comment\n1,2,3,5\n')
+        test = np.genfromtxt(data, skip_header=1, **kwargs)
+        assert_equal(test, control)
+        #
+        data = TextIO('# comment\n1,2,3,5\n')
+        test = np.loadtxt(data, skiprows=1, **kwargs)
+        assert_equal(test, control)
+
+    def test_skip_footer(self):
+        data = ["# %i" % i for i in range(1, 6)]
+        data.append("A, B, C")
+        data.extend(["%i,%3.1f,%03s" % (i, i, i) for i in range(51)])
+        data[-1] = "99,99"
+        kwargs = dict(delimiter=",", names=True, skip_header=5, skip_footer=10)
+        test = np.genfromtxt(TextIO("\n".join(data)), **kwargs)
+        ctrl = np.array([("%f" % i, "%f" % i, "%f" % i) for i in range(41)],
+                        dtype=[(_, float) for _ in "ABC"])
+        assert_equal(test, ctrl)
+
+    def test_skip_footer_with_invalid(self):
+        with suppress_warnings() as sup:
+            sup.filter(ConversionWarning)
+            basestr = '1 1\n2 2\n3 3\n4 4\n5  \n6  \n7  \n'
+            # Footer too small to get rid of all invalid values
+            assert_raises(ValueError, np.genfromtxt,
+                          TextIO(basestr), skip_footer=1)
+    #        except ValueError:
+    #            pass
+            a = np.genfromtxt(
+                TextIO(basestr), skip_footer=1, invalid_raise=False)
+            assert_equal(a, np.array([[1., 1.], [2., 2.], [3., 3.], [4., 4.]]))
+            #
+            a = np.genfromtxt(TextIO(basestr), skip_footer=3)
+            assert_equal(a, np.array([[1., 1.], [2., 2.], [3., 3.], [4., 4.]]))
+            #
+            basestr = '1 1\n2  \n3 3\n4 4\n5  \n6 6\n7 7\n'
+            a = np.genfromtxt(
+                TextIO(basestr), skip_footer=1, invalid_raise=False)
+            assert_equal(a, np.array([[1., 1.], [3., 3.], [4., 4.], [6., 6.]]))
+            a = np.genfromtxt(
+                TextIO(basestr), skip_footer=3, invalid_raise=False)
+            assert_equal(a, np.array([[1., 1.], [3., 3.], [4., 4.]]))
+
+    def test_header(self):
+        # Test retrieving a header
+        data = TextIO('gender age weight\nM 64.0 75.0\nF 25.0 60.0')
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', np.VisibleDeprecationWarning)
+            test = np.genfromtxt(data, dtype=None, names=True)
+            assert_(w[0].category is np.VisibleDeprecationWarning)
+        control = {'gender': np.array([b'M', b'F']),
+                   'age': np.array([64.0, 25.0]),
+                   'weight': np.array([75.0, 60.0])}
+        assert_equal(test['gender'], control['gender'])
+        assert_equal(test['age'], control['age'])
+        assert_equal(test['weight'], control['weight'])
+
+    def test_auto_dtype(self):
+        # Test the automatic definition of the output dtype
+        data = TextIO('A 64 75.0 3+4j True\nBCD 25 60.0 5+6j False')
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', np.VisibleDeprecationWarning)
+            test = np.genfromtxt(data, dtype=None)
+            assert_(w[0].category is np.VisibleDeprecationWarning)
+        control = [np.array([b'A', b'BCD']),
+                   np.array([64, 25]),
+                   np.array([75.0, 60.0]),
+                   np.array([3 + 4j, 5 + 6j]),
+                   np.array([True, False]), ]
+        assert_equal(test.dtype.names, ['f0', 'f1', 'f2', 'f3', 'f4'])
+        for (i, ctrl) in enumerate(control):
+            assert_equal(test['f%i' % i], ctrl)
+
+    def test_auto_dtype_uniform(self):
+        # Tests whether the output dtype can be uniformized
+        data = TextIO('1 2 3 4\n5 6 7 8\n')
+        test = np.genfromtxt(data, dtype=None)
+        control = np.array([[1, 2, 3, 4], [5, 6, 7, 8]])
+        assert_equal(test, control)
+
+    def test_fancy_dtype(self):
+        # Check that a nested dtype isn't MIA
+        data = TextIO('1,2,3.0\n4,5,6.0\n')
+        fancydtype = np.dtype([('x', int), ('y', [('t', int), ('s', float)])])
+        test = np.genfromtxt(data, dtype=fancydtype, delimiter=',')
+        control = np.array([(1, (2, 3.0)), (4, (5, 6.0))], dtype=fancydtype)
+        assert_equal(test, control)
+
+    def test_names_overwrite(self):
+        # Test overwriting the names of the dtype
+        descriptor = {'names': ('g', 'a', 'w'),
+                      'formats': ('S1', 'i4', 'f4')}
+        data = TextIO(b'M 64.0 75.0\nF 25.0 60.0')
+        names = ('gender', 'age', 'weight')
+        test = np.genfromtxt(data, dtype=descriptor, names=names)
+        descriptor['names'] = names
+        control = np.array([('M', 64.0, 75.0),
+                            ('F', 25.0, 60.0)], dtype=descriptor)
+        assert_equal(test, control)
+
+    def test_bad_fname(self):
+        with pytest.raises(TypeError, match='fname must be a string,'):
+            np.genfromtxt(123)
+
+    def test_commented_header(self):
+        # Check that names can be retrieved even if the line is commented out.
+        data = TextIO("""
+#gender age weight
+M   21  72.100000
+F   35  58.330000
+M   33  21.99
+        """)
+        # The # is part of the first name and should be deleted automatically.
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', np.VisibleDeprecationWarning)
+            test = np.genfromtxt(data, names=True, dtype=None)
+            assert_(w[0].category is np.VisibleDeprecationWarning)
+        ctrl = np.array([('M', 21, 72.1), ('F', 35, 58.33), ('M', 33, 21.99)],
+                        dtype=[('gender', '|S1'), ('age', int), ('weight', float)])
+        assert_equal(test, ctrl)
+        # Ditto, but we should get rid of the first element
+        data = TextIO(b"""
+# gender age weight
+M   21  72.100000
+F   35  58.330000
+M   33  21.99
+        """)
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', np.VisibleDeprecationWarning)
+            test = np.genfromtxt(data, names=True, dtype=None)
+            assert_(w[0].category is np.VisibleDeprecationWarning)
+        assert_equal(test, ctrl)
+
+    def test_names_and_comments_none(self):
+        # Tests case when names is true but comments is None (gh-10780)
+        data = TextIO('col1 col2\n 1 2\n 3 4')
+        test = np.genfromtxt(data, dtype=(int, int), comments=None, names=True)
+        control = np.array([(1, 2), (3, 4)], dtype=[('col1', int), ('col2', int)])
+        assert_equal(test, control)
+
+    def test_file_is_closed_on_error(self):
+        # gh-13200
+        with tempdir() as tmpdir:
+            fpath = os.path.join(tmpdir, "test.csv")
+            with open(fpath, "wb") as f:
+                f.write(u'\N{GREEK PI SYMBOL}'.encode('utf8'))
+
+            # ResourceWarnings are emitted from a destructor, so won't be
+            # detected by regular propagation to errors.
+            with assert_no_warnings():
+                with pytest.raises(UnicodeDecodeError):
+                    np.genfromtxt(fpath, encoding="ascii")
+
+    def test_autonames_and_usecols(self):
+        # Tests names and usecols
+        data = TextIO('A B C D\n aaaa 121 45 9.1')
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', np.VisibleDeprecationWarning)
+            test = np.genfromtxt(data, usecols=('A', 'C', 'D'),
+                                names=True, dtype=None)
+            assert_(w[0].category is np.VisibleDeprecationWarning)
+        control = np.array(('aaaa', 45, 9.1),
+                           dtype=[('A', '|S4'), ('C', int), ('D', float)])
+        assert_equal(test, control)
+
+    def test_converters_with_usecols(self):
+        # Test the combination user-defined converters and usecol
+        data = TextIO('1,2,3,,5\n6,7,8,9,10\n')
+        test = np.genfromtxt(data, dtype=int, delimiter=',',
+                            converters={3: lambda s: int(s or - 999)},
+                            usecols=(1, 3,))
+        control = np.array([[2, -999], [7, 9]], int)
+        assert_equal(test, control)
+
+    def test_converters_with_usecols_and_names(self):
+        # Tests names and usecols
+        data = TextIO('A B C D\n aaaa 121 45 9.1')
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', np.VisibleDeprecationWarning)
+            test = np.genfromtxt(data, usecols=('A', 'C', 'D'), names=True,
+                                dtype=None,
+                                converters={'C': lambda s: 2 * int(s)})
+            assert_(w[0].category is np.VisibleDeprecationWarning)
+        control = np.array(('aaaa', 90, 9.1),
+                           dtype=[('A', '|S4'), ('C', int), ('D', float)])
+        assert_equal(test, control)
+
+    def test_converters_cornercases(self):
+        # Test the conversion to datetime.
+        converter = {
+            'date': lambda s: strptime(s, '%Y-%m-%d %H:%M:%SZ')}
+        data = TextIO('2009-02-03 12:00:00Z, 72214.0')
+        test = np.genfromtxt(data, delimiter=',', dtype=None,
+                            names=['date', 'stid'], converters=converter)
+        control = np.array((datetime(2009, 2, 3), 72214.),
+                           dtype=[('date', np.object_), ('stid', float)])
+        assert_equal(test, control)
+
+    def test_converters_cornercases2(self):
+        # Test the conversion to datetime64.
+        converter = {
+            'date': lambda s: np.datetime64(strptime(s, '%Y-%m-%d %H:%M:%SZ'))}
+        data = TextIO('2009-02-03 12:00:00Z, 72214.0')
+        test = np.genfromtxt(data, delimiter=',', dtype=None,
+                            names=['date', 'stid'], converters=converter)
+        control = np.array((datetime(2009, 2, 3), 72214.),
+                           dtype=[('date', 'datetime64[us]'), ('stid', float)])
+        assert_equal(test, control)
+
+    def test_unused_converter(self):
+        # Test whether unused converters are forgotten
+        data = TextIO("1 21\n  3 42\n")
+        test = np.genfromtxt(data, usecols=(1,),
+                            converters={0: lambda s: int(s, 16)})
+        assert_equal(test, [21, 42])
+        #
+        data.seek(0)
+        test = np.genfromtxt(data, usecols=(1,),
+                            converters={1: lambda s: int(s, 16)})
+        assert_equal(test, [33, 66])
+
+    def test_invalid_converter(self):
+        strip_rand = lambda x: float((b'r' in x.lower() and x.split()[-1]) or
+                                     (b'r' not in x.lower() and x.strip() or 0.0))
+        strip_per = lambda x: float((b'%' in x.lower() and x.split()[0]) or
+                                    (b'%' not in x.lower() and x.strip() or 0.0))
+        s = TextIO("D01N01,10/1/2003 ,1 %,R 75,400,600\r\n"
+                   "L24U05,12/5/2003, 2 %,1,300, 150.5\r\n"
+                   "D02N03,10/10/2004,R 1,,7,145.55")
+        kwargs = dict(
+            converters={2: strip_per, 3: strip_rand}, delimiter=",",
+            dtype=None)
+        assert_raises(ConverterError, np.genfromtxt, s, **kwargs)
+
+    def test_tricky_converter_bug1666(self):
+        # Test some corner cases
+        s = TextIO('q1,2\nq3,4')
+        cnv = lambda s: float(s[1:])
+        test = np.genfromtxt(s, delimiter=',', converters={0: cnv})
+        control = np.array([[1., 2.], [3., 4.]])
+        assert_equal(test, control)
+
+    def test_dtype_with_converters(self):
+        dstr = "2009; 23; 46"
+        test = np.genfromtxt(TextIO(dstr,),
+                            delimiter=";", dtype=float, converters={0: bytes})
+        control = np.array([('2009', 23., 46)],
+                           dtype=[('f0', '|S4'), ('f1', float), ('f2', float)])
+        assert_equal(test, control)
+        test = np.genfromtxt(TextIO(dstr,),
+                            delimiter=";", dtype=float, converters={0: float})
+        control = np.array([2009., 23., 46],)
+        assert_equal(test, control)
+
+    def test_dtype_with_converters_and_usecols(self):
+        dstr = "1,5,-1,1:1\n2,8,-1,1:n\n3,3,-2,m:n\n"
+        dmap = {'1:1':0, '1:n':1, 'm:1':2, 'm:n':3}
+        dtyp = [('e1','i4'),('e2','i4'),('e3','i2'),('n', 'i1')]
+        conv = {0: int, 1: int, 2: int, 3: lambda r: dmap[r.decode()]}
+        test = np.recfromcsv(TextIO(dstr,), dtype=dtyp, delimiter=',',
+                             names=None, converters=conv)
+        control = np.rec.array([(1,5,-1,0), (2,8,-1,1), (3,3,-2,3)], dtype=dtyp)
+        assert_equal(test, control)
+        dtyp = [('e1','i4'),('e2','i4'),('n', 'i1')]
+        test = np.recfromcsv(TextIO(dstr,), dtype=dtyp, delimiter=',',
+                             usecols=(0,1,3), names=None, converters=conv)
+        control = np.rec.array([(1,5,0), (2,8,1), (3,3,3)], dtype=dtyp)
+        assert_equal(test, control)
+
+    def test_dtype_with_object(self):
+        # Test using an explicit dtype with an object
+        data = """ 1; 2001-01-01
+                   2; 2002-01-31 """
+        ndtype = [('idx', int), ('code', object)]
+        func = lambda s: strptime(s.strip(), "%Y-%m-%d")
+        converters = {1: func}
+        test = np.genfromtxt(TextIO(data), delimiter=";", dtype=ndtype,
+                             converters=converters)
+        control = np.array(
+            [(1, datetime(2001, 1, 1)), (2, datetime(2002, 1, 31))],
+            dtype=ndtype)
+        assert_equal(test, control)
+
+        ndtype = [('nest', [('idx', int), ('code', object)])]
+        with assert_raises_regex(NotImplementedError,
+                                 'Nested fields.* not supported.*'):
+            test = np.genfromtxt(TextIO(data), delimiter=";",
+                                 dtype=ndtype, converters=converters)
+
+        # nested but empty fields also aren't supported
+        ndtype = [('idx', int), ('code', object), ('nest', [])]
+        with assert_raises_regex(NotImplementedError,
+                                 'Nested fields.* not supported.*'):
+            test = np.genfromtxt(TextIO(data), delimiter=";",
+                                 dtype=ndtype, converters=converters)
+
+    def test_dtype_with_object_no_converter(self):
+        # Object without a converter uses bytes:
+        parsed = np.genfromtxt(TextIO("1"), dtype=object)
+        assert parsed[()] == b"1"
+        parsed = np.genfromtxt(TextIO("string"), dtype=object)
+        assert parsed[()] == b"string"
+
+    def test_userconverters_with_explicit_dtype(self):
+        # Test user_converters w/ explicit (standard) dtype
+        data = TextIO('skip,skip,2001-01-01,1.0,skip')
+        test = np.genfromtxt(data, delimiter=",", names=None, dtype=float,
+                             usecols=(2, 3), converters={2: bytes})
+        control = np.array([('2001-01-01', 1.)],
+                           dtype=[('', '|S10'), ('', float)])
+        assert_equal(test, control)
+
+    def test_utf8_userconverters_with_explicit_dtype(self):
+        utf8 = b'\xcf\x96'
+        with temppath() as path:
+            with open(path, 'wb') as f:
+                f.write(b'skip,skip,2001-01-01' + utf8 + b',1.0,skip')
+            test = np.genfromtxt(path, delimiter=",", names=None, dtype=float,
+                                 usecols=(2, 3), converters={2: np.compat.unicode},
+                                 encoding='UTF-8')
+        control = np.array([('2001-01-01' + utf8.decode('UTF-8'), 1.)],
+                           dtype=[('', '|U11'), ('', float)])
+        assert_equal(test, control)
+
+    def test_spacedelimiter(self):
+        # Test space delimiter
+        data = TextIO("1  2  3  4   5\n6  7  8  9  10")
+        test = np.genfromtxt(data)
+        control = np.array([[1., 2., 3., 4., 5.],
+                            [6., 7., 8., 9., 10.]])
+        assert_equal(test, control)
+
+    def test_integer_delimiter(self):
+        # Test using an integer for delimiter
+        data = "  1  2  3\n  4  5 67\n890123  4"
+        test = np.genfromtxt(TextIO(data), delimiter=3)
+        control = np.array([[1, 2, 3], [4, 5, 67], [890, 123, 4]])
+        assert_equal(test, control)
+
+    def test_missing(self):
+        data = TextIO('1,2,3,,5\n')
+        test = np.genfromtxt(data, dtype=int, delimiter=',',
+                            converters={3: lambda s: int(s or - 999)})
+        control = np.array([1, 2, 3, -999, 5], int)
+        assert_equal(test, control)
+
+    def test_missing_with_tabs(self):
+        # Test w/ a delimiter tab
+        txt = "1\t2\t3\n\t2\t\n1\t\t3"
+        test = np.genfromtxt(TextIO(txt), delimiter="\t",
+                             usemask=True,)
+        ctrl_d = np.array([(1, 2, 3), (np.nan, 2, np.nan), (1, np.nan, 3)],)
+        ctrl_m = np.array([(0, 0, 0), (1, 0, 1), (0, 1, 0)], dtype=bool)
+        assert_equal(test.data, ctrl_d)
+        assert_equal(test.mask, ctrl_m)
+
+    def test_usecols(self):
+        # Test the selection of columns
+        # Select 1 column
+        control = np.array([[1, 2], [3, 4]], float)
+        data = TextIO()
+        np.savetxt(data, control)
+        data.seek(0)
+        test = np.genfromtxt(data, dtype=float, usecols=(1,))
+        assert_equal(test, control[:, 1])
+        #
+        control = np.array([[1, 2, 3], [3, 4, 5]], float)
+        data = TextIO()
+        np.savetxt(data, control)
+        data.seek(0)
+        test = np.genfromtxt(data, dtype=float, usecols=(1, 2))
+        assert_equal(test, control[:, 1:])
+        # Testing with arrays instead of tuples.
+        data.seek(0)
+        test = np.genfromtxt(data, dtype=float, usecols=np.array([1, 2]))
+        assert_equal(test, control[:, 1:])
+
+    def test_usecols_as_css(self):
+        # Test giving usecols with a comma-separated string
+        data = "1 2 3\n4 5 6"
+        test = np.genfromtxt(TextIO(data),
+                             names="a, b, c", usecols="a, c")
+        ctrl = np.array([(1, 3), (4, 6)], dtype=[(_, float) for _ in "ac"])
+        assert_equal(test, ctrl)
+
+    def test_usecols_with_structured_dtype(self):
+        # Test usecols with an explicit structured dtype
+        data = TextIO("JOE 70.1 25.3\nBOB 60.5 27.9")
+        names = ['stid', 'temp']
+        dtypes = ['S4', 'f8']
+        test = np.genfromtxt(
+            data, usecols=(0, 2), dtype=list(zip(names, dtypes)))
+        assert_equal(test['stid'], [b"JOE", b"BOB"])
+        assert_equal(test['temp'], [25.3, 27.9])
+
+    def test_usecols_with_integer(self):
+        # Test usecols with an integer
+        test = np.genfromtxt(TextIO(b"1 2 3\n4 5 6"), usecols=0)
+        assert_equal(test, np.array([1., 4.]))
+
+    def test_usecols_with_named_columns(self):
+        # Test usecols with named columns
+        ctrl = np.array([(1, 3), (4, 6)], dtype=[('a', float), ('c', float)])
+        data = "1 2 3\n4 5 6"
+        kwargs = dict(names="a, b, c")
+        test = np.genfromtxt(TextIO(data), usecols=(0, -1), **kwargs)
+        assert_equal(test, ctrl)
+        test = np.genfromtxt(TextIO(data),
+                             usecols=('a', 'c'), **kwargs)
+        assert_equal(test, ctrl)
+
+    def test_empty_file(self):
+        # Test that an empty file raises the proper warning.
+        with suppress_warnings() as sup:
+            sup.filter(message="genfromtxt: Empty input file:")
+            data = TextIO()
+            test = np.genfromtxt(data)
+            assert_equal(test, np.array([]))
+
+            # when skip_header > 0
+            test = np.genfromtxt(data, skip_header=1)
+            assert_equal(test, np.array([]))
+
+    def test_fancy_dtype_alt(self):
+        # Check that a nested dtype isn't MIA
+        data = TextIO('1,2,3.0\n4,5,6.0\n')
+        fancydtype = np.dtype([('x', int), ('y', [('t', int), ('s', float)])])
+        test = np.genfromtxt(data, dtype=fancydtype, delimiter=',', usemask=True)
+        control = ma.array([(1, (2, 3.0)), (4, (5, 6.0))], dtype=fancydtype)
+        assert_equal(test, control)
+
+    def test_shaped_dtype(self):
+        c = TextIO("aaaa  1.0  8.0  1 2 3 4 5 6")
+        dt = np.dtype([('name', 'S4'), ('x', float), ('y', float),
+                       ('block', int, (2, 3))])
+        x = np.genfromtxt(c, dtype=dt)
+        a = np.array([('aaaa', 1.0, 8.0, [[1, 2, 3], [4, 5, 6]])],
+                     dtype=dt)
+        assert_array_equal(x, a)
+
+    def test_withmissing(self):
+        data = TextIO('A,B\n0,1\n2,N/A')
+        kwargs = dict(delimiter=",", missing_values="N/A", names=True)
+        test = np.genfromtxt(data, dtype=None, usemask=True, **kwargs)
+        control = ma.array([(0, 1), (2, -1)],
+                           mask=[(False, False), (False, True)],
+                           dtype=[('A', int), ('B', int)])
+        assert_equal(test, control)
+        assert_equal(test.mask, control.mask)
+        #
+        data.seek(0)
+        test = np.genfromtxt(data, usemask=True, **kwargs)
+        control = ma.array([(0, 1), (2, -1)],
+                           mask=[(False, False), (False, True)],
+                           dtype=[('A', float), ('B', float)])
+        assert_equal(test, control)
+        assert_equal(test.mask, control.mask)
+
+    def test_user_missing_values(self):
+        data = "A, B, C\n0, 0., 0j\n1, N/A, 1j\n-9, 2.2, N/A\n3, -99, 3j"
+        basekwargs = dict(dtype=None, delimiter=",", names=True,)
+        mdtype = [('A', int), ('B', float), ('C', complex)]
+        #
+        test = np.genfromtxt(TextIO(data), missing_values="N/A",
+                            **basekwargs)
+        control = ma.array([(0, 0.0, 0j), (1, -999, 1j),
+                            (-9, 2.2, -999j), (3, -99, 3j)],
+                           mask=[(0, 0, 0), (0, 1, 0), (0, 0, 1), (0, 0, 0)],
+                           dtype=mdtype)
+        assert_equal(test, control)
+        #
+        basekwargs['dtype'] = mdtype
+        test = np.genfromtxt(TextIO(data),
+                            missing_values={0: -9, 1: -99, 2: -999j}, usemask=True, **basekwargs)
+        control = ma.array([(0, 0.0, 0j), (1, -999, 1j),
+                            (-9, 2.2, -999j), (3, -99, 3j)],
+                           mask=[(0, 0, 0), (0, 1, 0), (1, 0, 1), (0, 1, 0)],
+                           dtype=mdtype)
+        assert_equal(test, control)
+        #
+        test = np.genfromtxt(TextIO(data),
+                            missing_values={0: -9, 'B': -99, 'C': -999j},
+                            usemask=True,
+                            **basekwargs)
+        control = ma.array([(0, 0.0, 0j), (1, -999, 1j),
+                            (-9, 2.2, -999j), (3, -99, 3j)],
+                           mask=[(0, 0, 0), (0, 1, 0), (1, 0, 1), (0, 1, 0)],
+                           dtype=mdtype)
+        assert_equal(test, control)
+
+    def test_user_filling_values(self):
+        # Test with missing and filling values
+        ctrl = np.array([(0, 3), (4, -999)], dtype=[('a', int), ('b', int)])
+        data = "N/A, 2, 3\n4, ,???"
+        kwargs = dict(delimiter=",",
+                      dtype=int,
+                      names="a,b,c",
+                      missing_values={0: "N/A", 'b': " ", 2: "???"},
+                      filling_values={0: 0, 'b': 0, 2: -999})
+        test = np.genfromtxt(TextIO(data), **kwargs)
+        ctrl = np.array([(0, 2, 3), (4, 0, -999)],
+                        dtype=[(_, int) for _ in "abc"])
+        assert_equal(test, ctrl)
+        #
+        test = np.genfromtxt(TextIO(data), usecols=(0, -1), **kwargs)
+        ctrl = np.array([(0, 3), (4, -999)], dtype=[(_, int) for _ in "ac"])
+        assert_equal(test, ctrl)
+
+        data2 = "1,2,*,4\n5,*,7,8\n"
+        test = np.genfromtxt(TextIO(data2), delimiter=',', dtype=int,
+                             missing_values="*", filling_values=0)
+        ctrl = np.array([[1, 2, 0, 4], [5, 0, 7, 8]])
+        assert_equal(test, ctrl)
+        test = np.genfromtxt(TextIO(data2), delimiter=',', dtype=int,
+                             missing_values="*", filling_values=-1)
+        ctrl = np.array([[1, 2, -1, 4], [5, -1, 7, 8]])
+        assert_equal(test, ctrl)
+
+    def test_withmissing_float(self):
+        data = TextIO('A,B\n0,1.5\n2,-999.00')
+        test = np.genfromtxt(data, dtype=None, delimiter=',',
+                            missing_values='-999.0', names=True, usemask=True)
+        control = ma.array([(0, 1.5), (2, -1.)],
+                           mask=[(False, False), (False, True)],
+                           dtype=[('A', int), ('B', float)])
+        assert_equal(test, control)
+        assert_equal(test.mask, control.mask)
+
+    def test_with_masked_column_uniform(self):
+        # Test masked column
+        data = TextIO('1 2 3\n4 5 6\n')
+        test = np.genfromtxt(data, dtype=None,
+                             missing_values='2,5', usemask=True)
+        control = ma.array([[1, 2, 3], [4, 5, 6]], mask=[[0, 1, 0], [0, 1, 0]])
+        assert_equal(test, control)
+
+    def test_with_masked_column_various(self):
+        # Test masked column
+        data = TextIO('True 2 3\nFalse 5 6\n')
+        test = np.genfromtxt(data, dtype=None,
+                             missing_values='2,5', usemask=True)
+        control = ma.array([(1, 2, 3), (0, 5, 6)],
+                           mask=[(0, 1, 0), (0, 1, 0)],
+                           dtype=[('f0', bool), ('f1', bool), ('f2', int)])
+        assert_equal(test, control)
+
+    def test_invalid_raise(self):
+        # Test invalid raise
+        data = ["1, 1, 1, 1, 1"] * 50
+        for i in range(5):
+            data[10 * i] = "2, 2, 2, 2 2"
+        data.insert(0, "a, b, c, d, e")
+        mdata = TextIO("\n".join(data))
+
+        kwargs = dict(delimiter=",", dtype=None, names=True)
+        def f():
+            return np.genfromtxt(mdata, invalid_raise=False, **kwargs)
+        mtest = assert_warns(ConversionWarning, f)
+        assert_equal(len(mtest), 45)
+        assert_equal(mtest, np.ones(45, dtype=[(_, int) for _ in 'abcde']))
+        #
+        mdata.seek(0)
+        assert_raises(ValueError, np.genfromtxt, mdata,
+                      delimiter=",", names=True)
+
+    def test_invalid_raise_with_usecols(self):
+        # Test invalid_raise with usecols
+        data = ["1, 1, 1, 1, 1"] * 50
+        for i in range(5):
+            data[10 * i] = "2, 2, 2, 2 2"
+        data.insert(0, "a, b, c, d, e")
+        mdata = TextIO("\n".join(data))
+
+        kwargs = dict(delimiter=",", dtype=None, names=True,
+                      invalid_raise=False)
+        def f():
+            return np.genfromtxt(mdata, usecols=(0, 4), **kwargs)
+        mtest = assert_warns(ConversionWarning, f)
+        assert_equal(len(mtest), 45)
+        assert_equal(mtest, np.ones(45, dtype=[(_, int) for _ in 'ae']))
+        #
+        mdata.seek(0)
+        mtest = np.genfromtxt(mdata, usecols=(0, 1), **kwargs)
+        assert_equal(len(mtest), 50)
+        control = np.ones(50, dtype=[(_, int) for _ in 'ab'])
+        control[[10 * _ for _ in range(5)]] = (2, 2)
+        assert_equal(mtest, control)
+
+    def test_inconsistent_dtype(self):
+        # Test inconsistent dtype
+        data = ["1, 1, 1, 1, -1.1"] * 50
+        mdata = TextIO("\n".join(data))
+
+        converters = {4: lambda x: "(%s)" % x.decode()}
+        kwargs = dict(delimiter=",", converters=converters,
+                      dtype=[(_, int) for _ in 'abcde'],)
+        assert_raises(ValueError, np.genfromtxt, mdata, **kwargs)
+
+    def test_default_field_format(self):
+        # Test default format
+        data = "0, 1, 2.3\n4, 5, 6.7"
+        mtest = np.genfromtxt(TextIO(data),
+                             delimiter=",", dtype=None, defaultfmt="f%02i")
+        ctrl = np.array([(0, 1, 2.3), (4, 5, 6.7)],
+                        dtype=[("f00", int), ("f01", int), ("f02", float)])
+        assert_equal(mtest, ctrl)
+
+    def test_single_dtype_wo_names(self):
+        # Test single dtype w/o names
+        data = "0, 1, 2.3\n4, 5, 6.7"
+        mtest = np.genfromtxt(TextIO(data),
+                             delimiter=",", dtype=float, defaultfmt="f%02i")
+        ctrl = np.array([[0., 1., 2.3], [4., 5., 6.7]], dtype=float)
+        assert_equal(mtest, ctrl)
+
+    def test_single_dtype_w_explicit_names(self):
+        # Test single dtype w explicit names
+        data = "0, 1, 2.3\n4, 5, 6.7"
+        mtest = np.genfromtxt(TextIO(data),
+                             delimiter=",", dtype=float, names="a, b, c")
+        ctrl = np.array([(0., 1., 2.3), (4., 5., 6.7)],
+                        dtype=[(_, float) for _ in "abc"])
+        assert_equal(mtest, ctrl)
+
+    def test_single_dtype_w_implicit_names(self):
+        # Test single dtype w implicit names
+        data = "a, b, c\n0, 1, 2.3\n4, 5, 6.7"
+        mtest = np.genfromtxt(TextIO(data),
+                             delimiter=",", dtype=float, names=True)
+        ctrl = np.array([(0., 1., 2.3), (4., 5., 6.7)],
+                        dtype=[(_, float) for _ in "abc"])
+        assert_equal(mtest, ctrl)
+
+    def test_easy_structured_dtype(self):
+        # Test easy structured dtype
+        data = "0, 1, 2.3\n4, 5, 6.7"
+        mtest = np.genfromtxt(TextIO(data), delimiter=",",
+                             dtype=(int, float, float), defaultfmt="f_%02i")
+        ctrl = np.array([(0, 1., 2.3), (4, 5., 6.7)],
+                        dtype=[("f_00", int), ("f_01", float), ("f_02", float)])
+        assert_equal(mtest, ctrl)
+
+    def test_autostrip(self):
+        # Test autostrip
+        data = "01/01/2003  , 1.3,   abcde"
+        kwargs = dict(delimiter=",", dtype=None)
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', np.VisibleDeprecationWarning)
+            mtest = np.genfromtxt(TextIO(data), **kwargs)
+            assert_(w[0].category is np.VisibleDeprecationWarning)
+        ctrl = np.array([('01/01/2003  ', 1.3, '   abcde')],
+                        dtype=[('f0', '|S12'), ('f1', float), ('f2', '|S8')])
+        assert_equal(mtest, ctrl)
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', np.VisibleDeprecationWarning)
+            mtest = np.genfromtxt(TextIO(data), autostrip=True, **kwargs)
+            assert_(w[0].category is np.VisibleDeprecationWarning)
+        ctrl = np.array([('01/01/2003', 1.3, 'abcde')],
+                        dtype=[('f0', '|S10'), ('f1', float), ('f2', '|S5')])
+        assert_equal(mtest, ctrl)
+
+    def test_replace_space(self):
+        # Test the 'replace_space' option
+        txt = "A.A, B (B), C:C\n1, 2, 3.14"
+        # Test default: replace ' ' by '_' and delete non-alphanum chars
+        test = np.genfromtxt(TextIO(txt),
+                             delimiter=",", names=True, dtype=None)
+        ctrl_dtype = [("AA", int), ("B_B", int), ("CC", float)]
+        ctrl = np.array((1, 2, 3.14), dtype=ctrl_dtype)
+        assert_equal(test, ctrl)
+        # Test: no replace, no delete
+        test = np.genfromtxt(TextIO(txt),
+                             delimiter=",", names=True, dtype=None,
+                             replace_space='', deletechars='')
+        ctrl_dtype = [("A.A", int), ("B (B)", int), ("C:C", float)]
+        ctrl = np.array((1, 2, 3.14), dtype=ctrl_dtype)
+        assert_equal(test, ctrl)
+        # Test: no delete (spaces are replaced by _)
+        test = np.genfromtxt(TextIO(txt),
+                             delimiter=",", names=True, dtype=None,
+                             deletechars='')
+        ctrl_dtype = [("A.A", int), ("B_(B)", int), ("C:C", float)]
+        ctrl = np.array((1, 2, 3.14), dtype=ctrl_dtype)
+        assert_equal(test, ctrl)
+
+    def test_replace_space_known_dtype(self):
+        # Test the 'replace_space' (and related) options when dtype != None
+        txt = "A.A, B (B), C:C\n1, 2, 3"
+        # Test default: replace ' ' by '_' and delete non-alphanum chars
+        test = np.genfromtxt(TextIO(txt),
+                             delimiter=",", names=True, dtype=int)
+        ctrl_dtype = [("AA", int), ("B_B", int), ("CC", int)]
+        ctrl = np.array((1, 2, 3), dtype=ctrl_dtype)
+        assert_equal(test, ctrl)
+        # Test: no replace, no delete
+        test = np.genfromtxt(TextIO(txt),
+                             delimiter=",", names=True, dtype=int,
+                             replace_space='', deletechars='')
+        ctrl_dtype = [("A.A", int), ("B (B)", int), ("C:C", int)]
+        ctrl = np.array((1, 2, 3), dtype=ctrl_dtype)
+        assert_equal(test, ctrl)
+        # Test: no delete (spaces are replaced by _)
+        test = np.genfromtxt(TextIO(txt),
+                             delimiter=",", names=True, dtype=int,
+                             deletechars='')
+        ctrl_dtype = [("A.A", int), ("B_(B)", int), ("C:C", int)]
+        ctrl = np.array((1, 2, 3), dtype=ctrl_dtype)
+        assert_equal(test, ctrl)
+
+    def test_incomplete_names(self):
+        # Test w/ incomplete names
+        data = "A,,C\n0,1,2\n3,4,5"
+        kwargs = dict(delimiter=",", names=True)
+        # w/ dtype=None
+        ctrl = np.array([(0, 1, 2), (3, 4, 5)],
+                        dtype=[(_, int) for _ in ('A', 'f0', 'C')])
+        test = np.genfromtxt(TextIO(data), dtype=None, **kwargs)
+        assert_equal(test, ctrl)
+        # w/ default dtype
+        ctrl = np.array([(0, 1, 2), (3, 4, 5)],
+                        dtype=[(_, float) for _ in ('A', 'f0', 'C')])
+        test = np.genfromtxt(TextIO(data), **kwargs)
+
+    def test_names_auto_completion(self):
+        # Make sure that names are properly completed
+        data = "1 2 3\n 4 5 6"
+        test = np.genfromtxt(TextIO(data),
+                             dtype=(int, float, int), names="a")
+        ctrl = np.array([(1, 2, 3), (4, 5, 6)],
+                        dtype=[('a', int), ('f0', float), ('f1', int)])
+        assert_equal(test, ctrl)
+
+    def test_names_with_usecols_bug1636(self):
+        # Make sure we pick up the right names w/ usecols
+        data = "A,B,C,D,E\n0,1,2,3,4\n0,1,2,3,4\n0,1,2,3,4"
+        ctrl_names = ("A", "C", "E")
+        test = np.genfromtxt(TextIO(data),
+                             dtype=(int, int, int), delimiter=",",
+                             usecols=(0, 2, 4), names=True)
+        assert_equal(test.dtype.names, ctrl_names)
+        #
+        test = np.genfromtxt(TextIO(data),
+                             dtype=(int, int, int), delimiter=",",
+                             usecols=("A", "C", "E"), names=True)
+        assert_equal(test.dtype.names, ctrl_names)
+        #
+        test = np.genfromtxt(TextIO(data),
+                             dtype=int, delimiter=",",
+                             usecols=("A", "C", "E"), names=True)
+        assert_equal(test.dtype.names, ctrl_names)
+
+    def test_fixed_width_names(self):
+        # Test fix-width w/ names
+        data = "    A    B   C\n    0    1 2.3\n   45   67   9."
+        kwargs = dict(delimiter=(5, 5, 4), names=True, dtype=None)
+        ctrl = np.array([(0, 1, 2.3), (45, 67, 9.)],
+                        dtype=[('A', int), ('B', int), ('C', float)])
+        test = np.genfromtxt(TextIO(data), **kwargs)
+        assert_equal(test, ctrl)
+        #
+        kwargs = dict(delimiter=5, names=True, dtype=None)
+        ctrl = np.array([(0, 1, 2.3), (45, 67, 9.)],
+                        dtype=[('A', int), ('B', int), ('C', float)])
+        test = np.genfromtxt(TextIO(data), **kwargs)
+        assert_equal(test, ctrl)
+
+    def test_filling_values(self):
+        # Test missing values
+        data = b"1, 2, 3\n1, , 5\n0, 6, \n"
+        kwargs = dict(delimiter=",", dtype=None, filling_values=-999)
+        ctrl = np.array([[1, 2, 3], [1, -999, 5], [0, 6, -999]], dtype=int)
+        test = np.genfromtxt(TextIO(data), **kwargs)
+        assert_equal(test, ctrl)
+
+    def test_comments_is_none(self):
+        # Github issue 329 (None was previously being converted to 'None').
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', np.VisibleDeprecationWarning)
+            test = np.genfromtxt(TextIO("test1,testNonetherestofthedata"),
+                                 dtype=None, comments=None, delimiter=',')
+            assert_(w[0].category is np.VisibleDeprecationWarning)
+        assert_equal(test[1], b'testNonetherestofthedata')
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', np.VisibleDeprecationWarning)
+            test = np.genfromtxt(TextIO("test1, testNonetherestofthedata"),
+                                 dtype=None, comments=None, delimiter=',')
+            assert_(w[0].category is np.VisibleDeprecationWarning)
+        assert_equal(test[1], b' testNonetherestofthedata')
+
+    def test_latin1(self):
+        latin1 = b'\xf6\xfc\xf6'
+        norm = b"norm1,norm2,norm3\n"
+        enc = b"test1,testNonethe" + latin1 + b",test3\n"
+        s = norm + enc + norm
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', np.VisibleDeprecationWarning)
+            test = np.genfromtxt(TextIO(s),
+                                 dtype=None, comments=None, delimiter=',')
+            assert_(w[0].category is np.VisibleDeprecationWarning)
+        assert_equal(test[1, 0], b"test1")
+        assert_equal(test[1, 1], b"testNonethe" + latin1)
+        assert_equal(test[1, 2], b"test3")
+        test = np.genfromtxt(TextIO(s),
+                             dtype=None, comments=None, delimiter=',',
+                             encoding='latin1')
+        assert_equal(test[1, 0], u"test1")
+        assert_equal(test[1, 1], u"testNonethe" + latin1.decode('latin1'))
+        assert_equal(test[1, 2], u"test3")
+
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', np.VisibleDeprecationWarning)
+            test = np.genfromtxt(TextIO(b"0,testNonethe" + latin1),
+                                 dtype=None, comments=None, delimiter=',')
+            assert_(w[0].category is np.VisibleDeprecationWarning)
+        assert_equal(test['f0'], 0)
+        assert_equal(test['f1'], b"testNonethe" + latin1)
+
+    def test_binary_decode_autodtype(self):
+        utf16 = b'\xff\xfeh\x04 \x00i\x04 \x00j\x04'
+        v = self.loadfunc(BytesIO(utf16), dtype=None, encoding='UTF-16')
+        assert_array_equal(v, np.array(utf16.decode('UTF-16').split()))
+
+    def test_utf8_byte_encoding(self):
+        utf8 = b"\xcf\x96"
+        norm = b"norm1,norm2,norm3\n"
+        enc = b"test1,testNonethe" + utf8 + b",test3\n"
+        s = norm + enc + norm
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', np.VisibleDeprecationWarning)
+            test = np.genfromtxt(TextIO(s),
+                                 dtype=None, comments=None, delimiter=',')
+            assert_(w[0].category is np.VisibleDeprecationWarning)
+        ctl = np.array([
+                 [b'norm1', b'norm2', b'norm3'],
+                 [b'test1', b'testNonethe' + utf8, b'test3'],
+                 [b'norm1', b'norm2', b'norm3']])
+        assert_array_equal(test, ctl)
+
+    def test_utf8_file(self):
+        utf8 = b"\xcf\x96"
+        with temppath() as path:
+            with open(path, "wb") as f:
+                f.write((b"test1,testNonethe" + utf8 + b",test3\n") * 2)
+            test = np.genfromtxt(path, dtype=None, comments=None,
+                                 delimiter=',', encoding="UTF-8")
+            ctl = np.array([
+                     ["test1", "testNonethe" + utf8.decode("UTF-8"), "test3"],
+                     ["test1", "testNonethe" + utf8.decode("UTF-8"), "test3"]],
+                     dtype=np.unicode_)
+            assert_array_equal(test, ctl)
+
+            # test a mixed dtype
+            with open(path, "wb") as f:
+                f.write(b"0,testNonethe" + utf8)
+            test = np.genfromtxt(path, dtype=None, comments=None,
+                                 delimiter=',', encoding="UTF-8")
+            assert_equal(test['f0'], 0)
+            assert_equal(test['f1'], "testNonethe" + utf8.decode("UTF-8"))
+
+    def test_utf8_file_nodtype_unicode(self):
+        # bytes encoding with non-latin1 -> unicode upcast
+        utf8 = u'\u03d6'
+        latin1 = u'\xf6\xfc\xf6'
+
+        # skip test if cannot encode utf8 test string with preferred
+        # encoding. The preferred encoding is assumed to be the default
+        # encoding of io.open. Will need to change this for PyTest, maybe
+        # using pytest.mark.xfail(raises=***).
+        try:
+            encoding = locale.getpreferredencoding()
+            utf8.encode(encoding)
+        except (UnicodeError, ImportError):
+            pytest.skip('Skipping test_utf8_file_nodtype_unicode, '
+                        'unable to encode utf8 in preferred encoding')
+
+        with temppath() as path:
+            with io.open(path, "wt") as f:
+                f.write(u"norm1,norm2,norm3\n")
+                f.write(u"norm1," + latin1 + u",norm3\n")
+                f.write(u"test1,testNonethe" + utf8 + u",test3\n")
+            with warnings.catch_warnings(record=True) as w:
+                warnings.filterwarnings('always', '',
+                                        np.VisibleDeprecationWarning)
+                test = np.genfromtxt(path, dtype=None, comments=None,
+                                     delimiter=',')
+                # Check for warning when encoding not specified.
+                assert_(w[0].category is np.VisibleDeprecationWarning)
+            ctl = np.array([
+                     ["norm1", "norm2", "norm3"],
+                     ["norm1", latin1, "norm3"],
+                     ["test1", "testNonethe" + utf8, "test3"]],
+                     dtype=np.unicode_)
+            assert_array_equal(test, ctl)
+
+    def test_recfromtxt(self):
+        #
+        data = TextIO('A,B\n0,1\n2,3')
+        kwargs = dict(delimiter=",", missing_values="N/A", names=True)
+        test = np.recfromtxt(data, **kwargs)
+        control = np.array([(0, 1), (2, 3)],
+                           dtype=[('A', int), ('B', int)])
+        assert_(isinstance(test, np.recarray))
+        assert_equal(test, control)
+        #
+        data = TextIO('A,B\n0,1\n2,N/A')
+        test = np.recfromtxt(data, dtype=None, usemask=True, **kwargs)
+        control = ma.array([(0, 1), (2, -1)],
+                           mask=[(False, False), (False, True)],
+                           dtype=[('A', int), ('B', int)])
+        assert_equal(test, control)
+        assert_equal(test.mask, control.mask)
+        assert_equal(test.A, [0, 2])
+
+    def test_recfromcsv(self):
+        #
+        data = TextIO('A,B\n0,1\n2,3')
+        kwargs = dict(missing_values="N/A", names=True, case_sensitive=True)
+        test = np.recfromcsv(data, dtype=None, **kwargs)
+        control = np.array([(0, 1), (2, 3)],
+                           dtype=[('A', int), ('B', int)])
+        assert_(isinstance(test, np.recarray))
+        assert_equal(test, control)
+        #
+        data = TextIO('A,B\n0,1\n2,N/A')
+        test = np.recfromcsv(data, dtype=None, usemask=True, **kwargs)
+        control = ma.array([(0, 1), (2, -1)],
+                           mask=[(False, False), (False, True)],
+                           dtype=[('A', int), ('B', int)])
+        assert_equal(test, control)
+        assert_equal(test.mask, control.mask)
+        assert_equal(test.A, [0, 2])
+        #
+        data = TextIO('A,B\n0,1\n2,3')
+        test = np.recfromcsv(data, missing_values='N/A',)
+        control = np.array([(0, 1), (2, 3)],
+                           dtype=[('a', int), ('b', int)])
+        assert_(isinstance(test, np.recarray))
+        assert_equal(test, control)
+        #
+        data = TextIO('A,B\n0,1\n2,3')
+        dtype = [('a', int), ('b', float)]
+        test = np.recfromcsv(data, missing_values='N/A', dtype=dtype)
+        control = np.array([(0, 1), (2, 3)],
+                           dtype=dtype)
+        assert_(isinstance(test, np.recarray))
+        assert_equal(test, control)
+
+        #gh-10394
+        data = TextIO('color\n"red"\n"blue"')
+        test = np.recfromcsv(data, converters={0: lambda x: x.strip(b'\"')})
+        control = np.array([('red',), ('blue',)], dtype=[('color', (bytes, 4))])
+        assert_equal(test.dtype, control.dtype)
+        assert_equal(test, control)
+
+    def test_max_rows(self):
+        # Test the `max_rows` keyword argument.
+        data = '1 2\n3 4\n5 6\n7 8\n9 10\n'
+        txt = TextIO(data)
+        a1 = np.genfromtxt(txt, max_rows=3)
+        a2 = np.genfromtxt(txt)
+        assert_equal(a1, [[1, 2], [3, 4], [5, 6]])
+        assert_equal(a2, [[7, 8], [9, 10]])
+
+        # max_rows must be at least 1.
+        assert_raises(ValueError, np.genfromtxt, TextIO(data), max_rows=0)
+
+        # An input with several invalid rows.
+        data = '1 1\n2 2\n0 \n3 3\n4 4\n5  \n6  \n7  \n'
+
+        test = np.genfromtxt(TextIO(data), max_rows=2)
+        control = np.array([[1., 1.], [2., 2.]])
+        assert_equal(test, control)
+
+        # Test keywords conflict
+        assert_raises(ValueError, np.genfromtxt, TextIO(data), skip_footer=1,
+                      max_rows=4)
+
+        # Test with invalid value
+        assert_raises(ValueError, np.genfromtxt, TextIO(data), max_rows=4)
+
+        # Test with invalid not raise
+        with suppress_warnings() as sup:
+            sup.filter(ConversionWarning)
+
+            test = np.genfromtxt(TextIO(data), max_rows=4, invalid_raise=False)
+            control = np.array([[1., 1.], [2., 2.], [3., 3.], [4., 4.]])
+            assert_equal(test, control)
+
+            test = np.genfromtxt(TextIO(data), max_rows=5, invalid_raise=False)
+            control = np.array([[1., 1.], [2., 2.], [3., 3.], [4., 4.]])
+            assert_equal(test, control)
+
+        # Structured array with field names.
+        data = 'a b\n#c d\n1 1\n2 2\n#0 \n3 3\n4 4\n5  5\n'
+
+        # Test with header, names and comments
+        txt = TextIO(data)
+        test = np.genfromtxt(txt, skip_header=1, max_rows=3, names=True)
+        control = np.array([(1.0, 1.0), (2.0, 2.0), (3.0, 3.0)],
+                      dtype=[('c', '<f8'), ('d', '<f8')])
+        assert_equal(test, control)
+        # To continue reading the same "file", don't use skip_header or
+        # names, and use the previously determined dtype.
+        test = np.genfromtxt(txt, max_rows=None, dtype=test.dtype)
+        control = np.array([(4.0, 4.0), (5.0, 5.0)],
+                      dtype=[('c', '<f8'), ('d', '<f8')])
+        assert_equal(test, control)
+
+    def test_gft_using_filename(self):
+        # Test that we can load data from a filename as well as a file
+        # object
+        tgt = np.arange(6).reshape((2, 3))
+        linesep = ('\n', '\r\n', '\r')
+
+        for sep in linesep:
+            data = '0 1 2' + sep + '3 4 5'
+            with temppath() as name:
+                with open(name, 'w') as f:
+                    f.write(data)
+                res = np.genfromtxt(name)
+            assert_array_equal(res, tgt)
+
+    def test_gft_from_gzip(self):
+        # Test that we can load data from a gzipped file
+        wanted = np.arange(6).reshape((2, 3))
+        linesep = ('\n', '\r\n', '\r')
+
+        for sep in linesep:
+            data = '0 1 2' + sep + '3 4 5'
+            s = BytesIO()
+            with gzip.GzipFile(fileobj=s, mode='w') as g:
+                g.write(asbytes(data))
+
+            with temppath(suffix='.gz2') as name:
+                with open(name, 'w') as f:
+                    f.write(data)
+                assert_array_equal(np.genfromtxt(name), wanted)
+
+    def test_gft_using_generator(self):
+        # gft doesn't work with unicode.
+        def count():
+            for i in range(10):
+                yield asbytes("%d" % i)
+
+        res = np.genfromtxt(count())
+        assert_array_equal(res, np.arange(10))
+
+    def test_auto_dtype_largeint(self):
+        # Regression test for numpy/numpy#5635 whereby large integers could
+        # cause OverflowErrors.
+
+        # Test the automatic definition of the output dtype
+        #
+        # 2**66 = 73786976294838206464 => should convert to float
+        # 2**34 = 17179869184 => should convert to int64
+        # 2**10 = 1024 => should convert to int (int32 on 32-bit systems,
+        #                 int64 on 64-bit systems)
+
+        data = TextIO('73786976294838206464 17179869184 1024')
+
+        test = np.genfromtxt(data, dtype=None)
+
+        assert_equal(test.dtype.names, ['f0', 'f1', 'f2'])
+
+        assert_(test.dtype['f0'] == float)
+        assert_(test.dtype['f1'] == np.int64)
+        assert_(test.dtype['f2'] == np.int_)
+
+        assert_allclose(test['f0'], 73786976294838206464.)
+        assert_equal(test['f1'], 17179869184)
+        assert_equal(test['f2'], 1024)
+
+    def test_unpack_float_data(self):
+        txt = TextIO("1,2,3\n4,5,6\n7,8,9\n0.0,1.0,2.0")
+        a, b, c = np.loadtxt(txt, delimiter=",", unpack=True)
+        assert_array_equal(a, np.array([1.0, 4.0, 7.0, 0.0]))
+        assert_array_equal(b, np.array([2.0, 5.0, 8.0, 1.0]))
+        assert_array_equal(c, np.array([3.0, 6.0, 9.0, 2.0]))
+
+    def test_unpack_structured(self):
+        # Regression test for gh-4341
+        # Unpacking should work on structured arrays
+        txt = TextIO("M 21 72\nF 35 58")
+        dt = {'names': ('a', 'b', 'c'), 'formats': ('S1', 'i4', 'f4')}
+        a, b, c = np.genfromtxt(txt, dtype=dt, unpack=True)
+        assert_equal(a.dtype, np.dtype('S1'))
+        assert_equal(b.dtype, np.dtype('i4'))
+        assert_equal(c.dtype, np.dtype('f4'))
+        assert_array_equal(a, np.array([b'M', b'F']))
+        assert_array_equal(b, np.array([21, 35]))
+        assert_array_equal(c, np.array([72.,  58.]))
+
+    def test_unpack_auto_dtype(self):
+        # Regression test for gh-4341
+        # Unpacking should work when dtype=None
+        txt = TextIO("M 21 72.\nF 35 58.")
+        expected = (np.array(["M", "F"]), np.array([21, 35]), np.array([72., 58.]))
+        test = np.genfromtxt(txt, dtype=None, unpack=True, encoding="utf-8")
+        for arr, result in zip(expected, test):
+            assert_array_equal(arr, result)
+            assert_equal(arr.dtype, result.dtype)
+
+    def test_unpack_single_name(self):
+        # Regression test for gh-4341
+        # Unpacking should work when structured dtype has only one field
+        txt = TextIO("21\n35")
+        dt = {'names': ('a',), 'formats': ('i4',)}
+        expected = np.array([21, 35], dtype=np.int32)
+        test = np.genfromtxt(txt, dtype=dt, unpack=True)
+        assert_array_equal(expected, test)
+        assert_equal(expected.dtype, test.dtype)
+
+    def test_squeeze_scalar(self):
+        # Regression test for gh-4341
+        # Unpacking a scalar should give zero-dim output,
+        # even if dtype is structured
+        txt = TextIO("1")
+        dt = {'names': ('a',), 'formats': ('i4',)}
+        expected = np.array((1,), dtype=np.int32)
+        test = np.genfromtxt(txt, dtype=dt, unpack=True)
+        assert_array_equal(expected, test)
+        assert_equal((), test.shape)
+        assert_equal(expected.dtype, test.dtype)
+
+    @pytest.mark.parametrize("ndim", [0, 1, 2])
+    def test_ndmin_keyword(self, ndim: int):
+        # lets have the same behaivour of ndmin as loadtxt
+        # as they should be the same for non-missing values
+        txt = "42"
+
+        a = np.loadtxt(StringIO(txt), ndmin=ndim)
+        b = np.genfromtxt(StringIO(txt), ndmin=ndim)
+
+        assert_array_equal(a, b)
+
+
+class TestPathUsage:
+    # Test that pathlib.Path can be used
+    def test_loadtxt(self):
+        with temppath(suffix='.txt') as path:
+            path = Path(path)
+            a = np.array([[1.1, 2], [3, 4]])
+            np.savetxt(path, a)
+            x = np.loadtxt(path)
+            assert_array_equal(x, a)
+
+    def test_save_load(self):
+        # Test that pathlib.Path instances can be used with save.
+        with temppath(suffix='.npy') as path:
+            path = Path(path)
+            a = np.array([[1, 2], [3, 4]], int)
+            np.save(path, a)
+            data = np.load(path)
+            assert_array_equal(data, a)
+
+    def test_save_load_memmap(self):
+        # Test that pathlib.Path instances can be loaded mem-mapped.
+        with temppath(suffix='.npy') as path:
+            path = Path(path)
+            a = np.array([[1, 2], [3, 4]], int)
+            np.save(path, a)
+            data = np.load(path, mmap_mode='r')
+            assert_array_equal(data, a)
+            # close the mem-mapped file
+            del data
+            if IS_PYPY:
+                break_cycles()
+                break_cycles()
+
+    def test_save_load_memmap_readwrite(self):
+        # Test that pathlib.Path instances can be written mem-mapped.
+        with temppath(suffix='.npy') as path:
+            path = Path(path)
+            a = np.array([[1, 2], [3, 4]], int)
+            np.save(path, a)
+            b = np.load(path, mmap_mode='r+')
+            a[0][0] = 5
+            b[0][0] = 5
+            del b  # closes the file
+            if IS_PYPY:
+                break_cycles()
+                break_cycles()
+            data = np.load(path)
+            assert_array_equal(data, a)
+
+    def test_savez_load(self):
+        # Test that pathlib.Path instances can be used with savez.
+        with temppath(suffix='.npz') as path:
+            path = Path(path)
+            np.savez(path, lab='place holder')
+            with np.load(path) as data:
+                assert_array_equal(data['lab'], 'place holder')
+
+    def test_savez_compressed_load(self):
+        # Test that pathlib.Path instances can be used with savez.
+        with temppath(suffix='.npz') as path:
+            path = Path(path)
+            np.savez_compressed(path, lab='place holder')
+            data = np.load(path)
+            assert_array_equal(data['lab'], 'place holder')
+            data.close()
+
+    def test_genfromtxt(self):
+        with temppath(suffix='.txt') as path:
+            path = Path(path)
+            a = np.array([(1, 2), (3, 4)])
+            np.savetxt(path, a)
+            data = np.genfromtxt(path)
+            assert_array_equal(a, data)
+
+    def test_recfromtxt(self):
+        with temppath(suffix='.txt') as path:
+            path = Path(path)
+            with path.open('w') as f:
+                f.write(u'A,B\n0,1\n2,3')
+
+            kwargs = dict(delimiter=",", missing_values="N/A", names=True)
+            test = np.recfromtxt(path, **kwargs)
+            control = np.array([(0, 1), (2, 3)],
+                               dtype=[('A', int), ('B', int)])
+            assert_(isinstance(test, np.recarray))
+            assert_equal(test, control)
+
+    def test_recfromcsv(self):
+        with temppath(suffix='.txt') as path:
+            path = Path(path)
+            with path.open('w') as f:
+                f.write(u'A,B\n0,1\n2,3')
+
+            kwargs = dict(missing_values="N/A", names=True, case_sensitive=True)
+            test = np.recfromcsv(path, dtype=None, **kwargs)
+            control = np.array([(0, 1), (2, 3)],
+                               dtype=[('A', int), ('B', int)])
+            assert_(isinstance(test, np.recarray))
+            assert_equal(test, control)
+
+
+def test_gzip_load():
+    a = np.random.random((5, 5))
+
+    s = BytesIO()
+    f = gzip.GzipFile(fileobj=s, mode="w")
+
+    np.save(f, a)
+    f.close()
+    s.seek(0)
+
+    f = gzip.GzipFile(fileobj=s, mode="r")
+    assert_array_equal(np.load(f), a)
+
+
+# These next two classes encode the minimal API needed to save()/load() arrays.
+# The `test_ducktyping` ensures they work correctly
+class JustWriter:
+    def __init__(self, base):
+        self.base = base
+
+    def write(self, s):
+        return self.base.write(s)
+
+    def flush(self):
+        return self.base.flush()
+
+class JustReader:
+    def __init__(self, base):
+        self.base = base
+
+    def read(self, n):
+        return self.base.read(n)
+
+    def seek(self, off, whence=0):
+        return self.base.seek(off, whence)
+
+
+def test_ducktyping():
+    a = np.random.random((5, 5))
+
+    s = BytesIO()
+    f = JustWriter(s)
+
+    np.save(f, a)
+    f.flush()
+    s.seek(0)
+
+    f = JustReader(s)
+    assert_array_equal(np.load(f), a)
+
+
+
+def test_gzip_loadtxt():
+    # Thanks to another windows brokenness, we can't use
+    # NamedTemporaryFile: a file created from this function cannot be
+    # reopened by another open call. So we first put the gzipped string
+    # of the test reference array, write it to a securely opened file,
+    # which is then read from by the loadtxt function
+    s = BytesIO()
+    g = gzip.GzipFile(fileobj=s, mode='w')
+    g.write(b'1 2 3\n')
+    g.close()
+
+    s.seek(0)
+    with temppath(suffix='.gz') as name:
+        with open(name, 'wb') as f:
+            f.write(s.read())
+        res = np.loadtxt(name)
+    s.close()
+
+    assert_array_equal(res, [1, 2, 3])
+
+
+def test_gzip_loadtxt_from_string():
+    s = BytesIO()
+    f = gzip.GzipFile(fileobj=s, mode="w")
+    f.write(b'1 2 3\n')
+    f.close()
+    s.seek(0)
+
+    f = gzip.GzipFile(fileobj=s, mode="r")
+    assert_array_equal(np.loadtxt(f), [1, 2, 3])
+
+
+def test_npzfile_dict():
+    s = BytesIO()
+    x = np.zeros((3, 3))
+    y = np.zeros((3, 3))
+
+    np.savez(s, x=x, y=y)
+    s.seek(0)
+
+    z = np.load(s)
+
+    assert_('x' in z)
+    assert_('y' in z)
+    assert_('x' in z.keys())
+    assert_('y' in z.keys())
+
+    for f, a in z.items():
+        assert_(f in ['x', 'y'])
+        assert_equal(a.shape, (3, 3))
+
+    assert_(len(z.items()) == 2)
+
+    for f in z:
+        assert_(f in ['x', 'y'])
+
+    assert_('x' in z.keys())
+
+
+@pytest.mark.skipif(not HAS_REFCOUNT, reason="Python lacks refcounts")
+def test_load_refcount():
+    # Check that objects returned by np.load are directly freed based on
+    # their refcount, rather than needing the gc to collect them.
+
+    f = BytesIO()
+    np.savez(f, [1, 2, 3])
+    f.seek(0)
+
+    with assert_no_gc_cycles():
+        np.load(f)
+
+    f.seek(0)
+    dt = [("a", 'u1', 2), ("b", 'u1', 2)]
+    with assert_no_gc_cycles():
+        x = np.loadtxt(TextIO("0 1 2 3"), dtype=dt)
+        assert_equal(x, np.array([((0, 1), (2, 3))], dtype=dt))
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_loadtxt.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_loadtxt.py
new file mode 100644
index 0000000..0b8fe3c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_loadtxt.py
@@ -0,0 +1,1013 @@
+"""
+Tests specific to `np.loadtxt` added during the move of loadtxt to be backed
+by C code.
+These tests complement those found in `test_io.py`.
+"""
+
+import sys
+import os
+import pytest
+from tempfile import NamedTemporaryFile, mkstemp
+from io import StringIO
+
+import numpy as np
+from numpy.ma.testutils import assert_equal
+from numpy.testing import assert_array_equal, HAS_REFCOUNT, IS_PYPY
+
+
+def test_scientific_notation():
+    """Test that both 'e' and 'E' are parsed correctly."""
+    data = StringIO(
+        (
+            "1.0e-1,2.0E1,3.0\n"
+            "4.0e-2,5.0E-1,6.0\n"
+            "7.0e-3,8.0E1,9.0\n"
+            "0.0e-4,1.0E-1,2.0"
+        )
+    )
+    expected = np.array(
+        [[0.1, 20., 3.0], [0.04, 0.5, 6], [0.007, 80., 9], [0, 0.1, 2]]
+    )
+    assert_array_equal(np.loadtxt(data, delimiter=","), expected)
+
+
+@pytest.mark.parametrize("comment", ["..", "//", "@-", "this is a comment:"])
+def test_comment_multiple_chars(comment):
+    content = "# IGNORE\n1.5, 2.5# ABC\n3.0,4.0# XXX\n5.5,6.0\n"
+    txt = StringIO(content.replace("#", comment))
+    a = np.loadtxt(txt, delimiter=",", comments=comment)
+    assert_equal(a, [[1.5, 2.5], [3.0, 4.0], [5.5, 6.0]])
+
+
+@pytest.fixture
+def mixed_types_structured():
+    """
+    Fixture providing hetergeneous input data with a structured dtype, along
+    with the associated structured array.
+    """
+    data = StringIO(
+        (
+            "1000;2.4;alpha;-34\n"
+            "2000;3.1;beta;29\n"
+            "3500;9.9;gamma;120\n"
+            "4090;8.1;delta;0\n"
+            "5001;4.4;epsilon;-99\n"
+            "6543;7.8;omega;-1\n"
+        )
+    )
+    dtype = np.dtype(
+        [('f0', np.uint16), ('f1', np.float64), ('f2', 'S7'), ('f3', np.int8)]
+    )
+    expected = np.array(
+        [
+            (1000, 2.4, "alpha", -34),
+            (2000, 3.1, "beta", 29),
+            (3500, 9.9, "gamma", 120),
+            (4090, 8.1, "delta", 0),
+            (5001, 4.4, "epsilon", -99),
+            (6543, 7.8, "omega", -1)
+        ],
+        dtype=dtype
+    )
+    return data, dtype, expected
+
+
+@pytest.mark.parametrize('skiprows', [0, 1, 2, 3])
+def test_structured_dtype_and_skiprows_no_empty_lines(
+        skiprows, mixed_types_structured):
+    data, dtype, expected = mixed_types_structured
+    a = np.loadtxt(data, dtype=dtype, delimiter=";", skiprows=skiprows)
+    assert_array_equal(a, expected[skiprows:])
+
+
+def test_unpack_structured(mixed_types_structured):
+    data, dtype, expected = mixed_types_structured
+
+    a, b, c, d = np.loadtxt(data, dtype=dtype, delimiter=";", unpack=True)
+    assert_array_equal(a, expected["f0"])
+    assert_array_equal(b, expected["f1"])
+    assert_array_equal(c, expected["f2"])
+    assert_array_equal(d, expected["f3"])
+
+
+def test_structured_dtype_with_shape():
+    dtype = np.dtype([("a", "u1", 2), ("b", "u1", 2)])
+    data = StringIO("0,1,2,3\n6,7,8,9\n")
+    expected = np.array([((0, 1), (2, 3)), ((6, 7), (8, 9))], dtype=dtype)
+    assert_array_equal(np.loadtxt(data, delimiter=",", dtype=dtype), expected)
+
+
+def test_structured_dtype_with_multi_shape():
+    dtype = np.dtype([("a", "u1", (2, 2))])
+    data = StringIO("0 1 2 3\n")
+    expected = np.array([(((0, 1), (2, 3)),)], dtype=dtype)
+    assert_array_equal(np.loadtxt(data, dtype=dtype), expected)
+
+
+def test_nested_structured_subarray():
+    # Test from gh-16678
+    point = np.dtype([('x', float), ('y', float)])
+    dt = np.dtype([('code', int), ('points', point, (2,))])
+    data = StringIO("100,1,2,3,4\n200,5,6,7,8\n")
+    expected = np.array(
+        [
+            (100, [(1., 2.), (3., 4.)]),
+            (200, [(5., 6.), (7., 8.)]),
+        ],
+        dtype=dt
+    )
+    assert_array_equal(np.loadtxt(data, dtype=dt, delimiter=","), expected)
+
+
+def test_structured_dtype_offsets():
+    # An aligned structured dtype will have additional padding
+    dt = np.dtype("i1, i4, i1, i4, i1, i4", align=True)
+    data = StringIO("1,2,3,4,5,6\n7,8,9,10,11,12\n")
+    expected = np.array([(1, 2, 3, 4, 5, 6), (7, 8, 9, 10, 11, 12)], dtype=dt)
+    assert_array_equal(np.loadtxt(data, delimiter=",", dtype=dt), expected)
+
+
+@pytest.mark.parametrize("param", ("skiprows", "max_rows"))
+def test_exception_negative_row_limits(param):
+    """skiprows and max_rows should raise for negative parameters."""
+    with pytest.raises(ValueError, match="argument must be nonnegative"):
+        np.loadtxt("foo.bar", **{param: -3})
+
+
+@pytest.mark.parametrize("param", ("skiprows", "max_rows"))
+def test_exception_noninteger_row_limits(param):
+    with pytest.raises(TypeError, match="argument must be an integer"):
+        np.loadtxt("foo.bar", **{param: 1.0})
+
+
+@pytest.mark.parametrize(
+    "data, shape",
+    [
+        ("1 2 3 4 5\n", (1, 5)),  # Single row
+        ("1\n2\n3\n4\n5\n", (5, 1)),  # Single column
+    ]
+)
+def test_ndmin_single_row_or_col(data, shape):
+    arr = np.array([1, 2, 3, 4, 5])
+    arr2d = arr.reshape(shape)
+
+    assert_array_equal(np.loadtxt(StringIO(data), dtype=int), arr)
+    assert_array_equal(np.loadtxt(StringIO(data), dtype=int, ndmin=0), arr)
+    assert_array_equal(np.loadtxt(StringIO(data), dtype=int, ndmin=1), arr)
+    assert_array_equal(np.loadtxt(StringIO(data), dtype=int, ndmin=2), arr2d)
+
+
+@pytest.mark.parametrize("badval", [-1, 3, None, "plate of shrimp"])
+def test_bad_ndmin(badval):
+    with pytest.raises(ValueError, match="Illegal value of ndmin keyword"):
+        np.loadtxt("foo.bar", ndmin=badval)
+
+
+@pytest.mark.parametrize(
+    "ws",
+    (
+            " ",  # space
+            "\t",  # tab
+            "\u2003",  # em
+            "\u00A0",  # non-break
+            "\u3000",  # ideographic space
+    )
+)
+def test_blank_lines_spaces_delimit(ws):
+    txt = StringIO(
+        f"1 2{ws}30\n\n{ws}\n"
+        f"4 5 60{ws}\n  {ws}  \n"
+        f"7 8 {ws} 90\n  # comment\n"
+        f"3 2 1"
+    )
+    # NOTE: It is unclear that the `  # comment` should succeed. Except
+    #       for delimiter=None, which should use any whitespace (and maybe
+    #       should just be implemented closer to Python
+    expected = np.array([[1, 2, 30], [4, 5, 60], [7, 8, 90], [3, 2, 1]])
+    assert_equal(
+        np.loadtxt(txt, dtype=int, delimiter=None, comments="#"), expected
+    )
+
+
+def test_blank_lines_normal_delimiter():
+    txt = StringIO('1,2,30\n\n4,5,60\n\n7,8,90\n# comment\n3,2,1')
+    expected = np.array([[1, 2, 30], [4, 5, 60], [7, 8, 90], [3, 2, 1]])
+    assert_equal(
+        np.loadtxt(txt, dtype=int, delimiter=',', comments="#"), expected
+    )
+
+
+@pytest.mark.parametrize("dtype", (float, object))
+def test_maxrows_no_blank_lines(dtype):
+    txt = StringIO("1.5,2.5\n3.0,4.0\n5.5,6.0")
+    res = np.loadtxt(txt, dtype=dtype, delimiter=",", max_rows=2)
+    assert_equal(res.dtype, dtype)
+    assert_equal(res, np.array([["1.5", "2.5"], ["3.0", "4.0"]], dtype=dtype))
+
+
+@pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+                    reason="PyPy bug in error formatting")
+@pytest.mark.parametrize("dtype", (np.dtype("f8"), np.dtype("i2")))
+def test_exception_message_bad_values(dtype):
+    txt = StringIO("1,2\n3,XXX\n5,6")
+    msg = f"could not convert string 'XXX' to {dtype} at row 1, column 2"
+    with pytest.raises(ValueError, match=msg):
+        np.loadtxt(txt, dtype=dtype, delimiter=",")
+
+
+def test_converters_negative_indices():
+    txt = StringIO('1.5,2.5\n3.0,XXX\n5.5,6.0')
+    conv = {-1: lambda s: np.nan if s == 'XXX' else float(s)}
+    expected = np.array([[1.5, 2.5], [3.0, np.nan], [5.5, 6.0]])
+    res = np.loadtxt(
+        txt, dtype=np.float64, delimiter=",", converters=conv, encoding=None
+    )
+    assert_equal(res, expected)
+
+
+def test_converters_negative_indices_with_usecols():
+    txt = StringIO('1.5,2.5,3.5\n3.0,4.0,XXX\n5.5,6.0,7.5\n')
+    conv = {-1: lambda s: np.nan if s == 'XXX' else float(s)}
+    expected = np.array([[1.5, 3.5], [3.0, np.nan], [5.5, 7.5]])
+    res = np.loadtxt(
+        txt,
+        dtype=np.float64,
+        delimiter=",",
+        converters=conv,
+        usecols=[0, -1],
+        encoding=None,
+    )
+    assert_equal(res, expected)
+
+    # Second test with variable number of rows:
+    res = np.loadtxt(StringIO('''0,1,2\n0,1,2,3,4'''), delimiter=",",
+                     usecols=[0, -1], converters={-1: (lambda x: -1)})
+    assert_array_equal(res, [[0, -1], [0, -1]])
+
+def test_ragged_usecols():
+    # usecols, and negative ones, work even with varying number of columns.
+    txt = StringIO("0,0,XXX\n0,XXX,0,XXX\n0,XXX,XXX,0,XXX\n")
+    expected = np.array([[0, 0], [0, 0], [0, 0]])
+    res = np.loadtxt(txt, dtype=float, delimiter=",", usecols=[0, -2])
+    assert_equal(res, expected)
+
+    txt = StringIO("0,0,XXX\n0\n0,XXX,XXX,0,XXX\n")
+    with pytest.raises(ValueError,
+                match="invalid column index -2 at row 2 with 1 columns"):
+        # There is no -2 column in the second row:
+        np.loadtxt(txt, dtype=float, delimiter=",", usecols=[0, -2])
+
+
+def test_empty_usecols():
+    txt = StringIO("0,0,XXX\n0,XXX,0,XXX\n0,XXX,XXX,0,XXX\n")
+    res = np.loadtxt(txt, dtype=np.dtype([]), delimiter=",", usecols=[])
+    assert res.shape == (3,)
+    assert res.dtype == np.dtype([])
+
+
+@pytest.mark.parametrize("c1", ["a", "の", "🫕"])
+@pytest.mark.parametrize("c2", ["a", "の", "🫕"])
+def test_large_unicode_characters(c1, c2):
+    # c1 and c2 span ascii, 16bit and 32bit range.
+    txt = StringIO(f"a,{c1},c,1.0\ne,{c2},2.0,g")
+    res = np.loadtxt(txt, dtype=np.dtype('U12'), delimiter=",")
+    expected = np.array(
+        [f"a,{c1},c,1.0".split(","), f"e,{c2},2.0,g".split(",")],
+        dtype=np.dtype('U12')
+    )
+    assert_equal(res, expected)
+
+
+def test_unicode_with_converter():
+    txt = StringIO("cat,dog\nαβγ,δεζ\nabc,def\n")
+    conv = {0: lambda s: s.upper()}
+    res = np.loadtxt(
+        txt,
+        dtype=np.dtype("U12"),
+        converters=conv,
+        delimiter=",",
+        encoding=None
+    )
+    expected = np.array([['CAT', 'dog'], ['ΑΒΓ', 'δεζ'], ['ABC', 'def']])
+    assert_equal(res, expected)
+
+
+def test_converter_with_structured_dtype():
+    txt = StringIO('1.5,2.5,Abc\n3.0,4.0,dEf\n5.5,6.0,ghI\n')
+    dt = np.dtype([('m', np.int32), ('r', np.float32), ('code', 'U8')])
+    conv = {0: lambda s: int(10*float(s)), -1: lambda s: s.upper()}
+    res = np.loadtxt(txt, dtype=dt, delimiter=",", converters=conv)
+    expected = np.array(
+        [(15, 2.5, 'ABC'), (30, 4.0, 'DEF'), (55, 6.0, 'GHI')], dtype=dt
+    )
+    assert_equal(res, expected)
+
+
+def test_converter_with_unicode_dtype():
+    """
+    With the default 'bytes' encoding, tokens are encoded prior to being
+    passed to the converter. This means that the output of the converter may
+    be bytes instead of unicode as expected by `read_rows`.
+
+    This test checks that outputs from the above scenario are properly decoded
+    prior to parsing by `read_rows`.
+    """
+    txt = StringIO('abc,def\nrst,xyz')
+    conv = bytes.upper
+    res = np.loadtxt(
+            txt, dtype=np.dtype("U3"), converters=conv, delimiter=",")
+    expected = np.array([['ABC', 'DEF'], ['RST', 'XYZ']])
+    assert_equal(res, expected)
+
+
+def test_read_huge_row():
+    row = "1.5, 2.5," * 50000
+    row = row[:-1] + "\n"
+    txt = StringIO(row * 2)
+    res = np.loadtxt(txt, delimiter=",", dtype=float)
+    assert_equal(res, np.tile([1.5, 2.5], (2, 50000)))
+
+
+@pytest.mark.parametrize("dtype", "edfgFDG")
+def test_huge_float(dtype):
+    # Covers a non-optimized path that is rarely taken:
+    field = "0" * 1000 + ".123456789"
+    dtype = np.dtype(dtype)
+    value = np.loadtxt([field], dtype=dtype)[()]
+    assert value == dtype.type("0.123456789")
+
+
+@pytest.mark.parametrize(
+    ("given_dtype", "expected_dtype"),
+    [
+        ("S", np.dtype("S5")),
+        ("U", np.dtype("U5")),
+    ],
+)
+def test_string_no_length_given(given_dtype, expected_dtype):
+    """
+    The given dtype is just 'S' or 'U' with no length. In these cases, the
+    length of the resulting dtype is determined by the longest string found
+    in the file.
+    """
+    txt = StringIO("AAA,5-1\nBBBBB,0-3\nC,4-9\n")
+    res = np.loadtxt(txt, dtype=given_dtype, delimiter=",")
+    expected = np.array(
+        [['AAA', '5-1'], ['BBBBB', '0-3'], ['C', '4-9']], dtype=expected_dtype
+    )
+    assert_equal(res, expected)
+    assert_equal(res.dtype, expected_dtype)
+
+
+def test_float_conversion():
+    """
+    Some tests that the conversion to float64 works as accurately as the
+    Python built-in `float` function. In a naive version of the float parser,
+    these strings resulted in values that were off by an ULP or two.
+    """
+    strings = [
+        '0.9999999999999999',
+        '9876543210.123456',
+        '5.43215432154321e+300',
+        '0.901',
+        '0.333',
+    ]
+    txt = StringIO('\n'.join(strings))
+    res = np.loadtxt(txt)
+    expected = np.array([float(s) for s in strings])
+    assert_equal(res, expected)
+
+
+def test_bool():
+    # Simple test for bool via integer
+    txt = StringIO("1, 0\n10, -1")
+    res = np.loadtxt(txt, dtype=bool, delimiter=",")
+    assert res.dtype == bool
+    assert_array_equal(res, [[True, False], [True, True]])
+    # Make sure we use only 1 and 0 on the byte level:
+    assert_array_equal(res.view(np.uint8), [[1, 0], [1, 1]])
+
+
+@pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+                    reason="PyPy bug in error formatting")
+@pytest.mark.parametrize("dtype", np.typecodes["AllInteger"])
+@pytest.mark.filterwarnings("error:.*integer via a float.*:DeprecationWarning")
+def test_integer_signs(dtype):
+    dtype = np.dtype(dtype)
+    assert np.loadtxt(["+2"], dtype=dtype) == 2
+    if dtype.kind == "u":
+        with pytest.raises(ValueError):
+            np.loadtxt(["-1\n"], dtype=dtype)
+    else:
+        assert np.loadtxt(["-2\n"], dtype=dtype) == -2
+
+    for sign in ["++", "+-", "--", "-+"]:
+        with pytest.raises(ValueError):
+            np.loadtxt([f"{sign}2\n"], dtype=dtype)
+
+
+@pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+                    reason="PyPy bug in error formatting")
+@pytest.mark.parametrize("dtype", np.typecodes["AllInteger"])
+@pytest.mark.filterwarnings("error:.*integer via a float.*:DeprecationWarning")
+def test_implicit_cast_float_to_int_fails(dtype):
+    txt = StringIO("1.0, 2.1, 3.7\n4, 5, 6")
+    with pytest.raises(ValueError):
+        np.loadtxt(txt, dtype=dtype, delimiter=",")
+
+@pytest.mark.parametrize("dtype", (np.complex64, np.complex128))
+@pytest.mark.parametrize("with_parens", (False, True))
+def test_complex_parsing(dtype, with_parens):
+    s = "(1.0-2.5j),3.75,(7+-5.0j)\n(4),(-19e2j),(0)"
+    if not with_parens:
+        s = s.replace("(", "").replace(")", "")
+
+    res = np.loadtxt(StringIO(s), dtype=dtype, delimiter=",")
+    expected = np.array(
+        [[1.0-2.5j, 3.75, 7-5j], [4.0, -1900j, 0]], dtype=dtype
+    )
+    assert_equal(res, expected)
+
+
+def test_read_from_generator():
+    def gen():
+        for i in range(4):
+            yield f"{i},{2*i},{i**2}"
+
+    res = np.loadtxt(gen(), dtype=int, delimiter=",")
+    expected = np.array([[0, 0, 0], [1, 2, 1], [2, 4, 4], [3, 6, 9]])
+    assert_equal(res, expected)
+
+
+def test_read_from_generator_multitype():
+    def gen():
+        for i in range(3):
+            yield f"{i} {i / 4}"
+
+    res = np.loadtxt(gen(), dtype="i, d", delimiter=" ")
+    expected = np.array([(0, 0.0), (1, 0.25), (2, 0.5)], dtype="i, d")
+    assert_equal(res, expected)
+
+
+def test_read_from_bad_generator():
+    def gen():
+        for entry in ["1,2", b"3, 5", 12738]:
+            yield entry
+
+    with pytest.raises(
+            TypeError, match=r"non-string returned while reading data"):
+        np.loadtxt(gen(), dtype="i, i", delimiter=",")
+
+
+@pytest.mark.skipif(not HAS_REFCOUNT, reason="Python lacks refcounts")
+def test_object_cleanup_on_read_error():
+    sentinel = object()
+    already_read = 0
+
+    def conv(x):
+        nonlocal already_read
+        if already_read > 4999:
+            raise ValueError("failed half-way through!")
+        already_read += 1
+        return sentinel
+
+    txt = StringIO("x\n" * 10000)
+
+    with pytest.raises(ValueError, match="at row 5000, column 1"):
+        np.loadtxt(txt, dtype=object, converters={0: conv})
+
+    assert sys.getrefcount(sentinel) == 2
+
+
+@pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+                    reason="PyPy bug in error formatting")
+def test_character_not_bytes_compatible():
+    """Test exception when a character cannot be encoded as 'S'."""
+    data = StringIO("–")  # == \u2013
+    with pytest.raises(ValueError):
+        np.loadtxt(data, dtype="S5")
+
+
+@pytest.mark.parametrize("conv", (0, [float], ""))
+def test_invalid_converter(conv):
+    msg = (
+        "converters must be a dictionary mapping columns to converter "
+        "functions or a single callable."
+    )
+    with pytest.raises(TypeError, match=msg):
+        np.loadtxt(StringIO("1 2\n3 4"), converters=conv)
+
+
+@pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+                    reason="PyPy bug in error formatting")
+def test_converters_dict_raises_non_integer_key():
+    with pytest.raises(TypeError, match="keys of the converters dict"):
+        np.loadtxt(StringIO("1 2\n3 4"), converters={"a": int})
+    with pytest.raises(TypeError, match="keys of the converters dict"):
+        np.loadtxt(StringIO("1 2\n3 4"), converters={"a": int}, usecols=0)
+
+
+@pytest.mark.parametrize("bad_col_ind", (3, -3))
+def test_converters_dict_raises_non_col_key(bad_col_ind):
+    data = StringIO("1 2\n3 4")
+    with pytest.raises(ValueError, match="converter specified for column"):
+        np.loadtxt(data, converters={bad_col_ind: int})
+
+
+def test_converters_dict_raises_val_not_callable():
+    with pytest.raises(TypeError,
+                match="values of the converters dictionary must be callable"):
+        np.loadtxt(StringIO("1 2\n3 4"), converters={0: 1})
+
+
+@pytest.mark.parametrize("q", ('"', "'", "`"))
+def test_quoted_field(q):
+    txt = StringIO(
+        f"{q}alpha, x{q}, 2.5\n{q}beta, y{q}, 4.5\n{q}gamma, z{q}, 5.0\n"
+    )
+    dtype = np.dtype([('f0', 'U8'), ('f1', np.float64)])
+    expected = np.array(
+        [("alpha, x", 2.5), ("beta, y", 4.5), ("gamma, z", 5.0)], dtype=dtype
+    )
+
+    res = np.loadtxt(txt, dtype=dtype, delimiter=",", quotechar=q)
+    assert_array_equal(res, expected)
+
+
+def test_quote_support_default():
+    """Support for quoted fields is disabled by default."""
+    txt = StringIO('"lat,long", 45, 30\n')
+    dtype = np.dtype([('f0', 'U24'), ('f1', np.float64), ('f2', np.float64)])
+
+    with pytest.raises(ValueError, match="the number of columns changed"):
+        np.loadtxt(txt, dtype=dtype, delimiter=",")
+
+    # Enable quoting support with non-None value for quotechar param
+    txt.seek(0)
+    expected = np.array([("lat,long", 45., 30.)], dtype=dtype)
+
+    res = np.loadtxt(txt, dtype=dtype, delimiter=",", quotechar='"')
+    assert_array_equal(res, expected)
+
+
+@pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+                    reason="PyPy bug in error formatting")
+def test_quotechar_multichar_error():
+    txt = StringIO("1,2\n3,4")
+    msg = r".*must be a single unicode character or None"
+    with pytest.raises(TypeError, match=msg):
+        np.loadtxt(txt, delimiter=",", quotechar="''")
+
+
+def test_comment_multichar_error_with_quote():
+    txt = StringIO("1,2\n3,4")
+    msg = (
+        "when multiple comments or a multi-character comment is given, "
+        "quotes are not supported."
+    )
+    with pytest.raises(ValueError, match=msg):
+        np.loadtxt(txt, delimiter=",", comments="123", quotechar='"')
+    with pytest.raises(ValueError, match=msg):
+        np.loadtxt(txt, delimiter=",", comments=["#", "%"], quotechar='"')
+
+    # A single character string in a tuple is unpacked though:
+    res = np.loadtxt(txt, delimiter=",", comments=("#",), quotechar="'")
+    assert_equal(res, [[1, 2], [3, 4]])
+
+
+def test_structured_dtype_with_quotes():
+    data = StringIO(
+        (
+            "1000;2.4;'alpha';-34\n"
+            "2000;3.1;'beta';29\n"
+            "3500;9.9;'gamma';120\n"
+            "4090;8.1;'delta';0\n"
+            "5001;4.4;'epsilon';-99\n"
+            "6543;7.8;'omega';-1\n"
+        )
+    )
+    dtype = np.dtype(
+        [('f0', np.uint16), ('f1', np.float64), ('f2', 'S7'), ('f3', np.int8)]
+    )
+    expected = np.array(
+        [
+            (1000, 2.4, "alpha", -34),
+            (2000, 3.1, "beta", 29),
+            (3500, 9.9, "gamma", 120),
+            (4090, 8.1, "delta", 0),
+            (5001, 4.4, "epsilon", -99),
+            (6543, 7.8, "omega", -1)
+        ],
+        dtype=dtype
+    )
+    res = np.loadtxt(data, dtype=dtype, delimiter=";", quotechar="'")
+    assert_array_equal(res, expected)
+
+
+def test_quoted_field_is_not_empty():
+    txt = StringIO('1\n\n"4"\n""')
+    expected = np.array(["1", "4", ""], dtype="U1")
+    res = np.loadtxt(txt, delimiter=",", dtype="U1", quotechar='"')
+    assert_equal(res, expected)
+
+def test_quoted_field_is_not_empty_nonstrict():
+    # Same as test_quoted_field_is_not_empty but check that we are not strict
+    # about missing closing quote (this is the `csv.reader` default also)
+    txt = StringIO('1\n\n"4"\n"')
+    expected = np.array(["1", "4", ""], dtype="U1")
+    res = np.loadtxt(txt, delimiter=",", dtype="U1", quotechar='"')
+    assert_equal(res, expected)
+
+def test_consecutive_quotechar_escaped():
+    txt = StringIO('"Hello, my name is ""Monty""!"')
+    expected = np.array('Hello, my name is "Monty"!', dtype="U40")
+    res = np.loadtxt(txt, dtype="U40", delimiter=",", quotechar='"')
+    assert_equal(res, expected)
+
+
+@pytest.mark.parametrize("data", ("", "\n\n\n", "# 1 2 3\n# 4 5 6\n"))
+@pytest.mark.parametrize("ndmin", (0, 1, 2))
+@pytest.mark.parametrize("usecols", [None, (1, 2, 3)])
+def test_warn_on_no_data(data, ndmin, usecols):
+    """Check that a UserWarning is emitted when no data is read from input."""
+    if usecols is not None:
+        expected_shape = (0, 3)
+    elif ndmin == 2:
+        expected_shape = (0, 1)  # guess a single column?!
+    else:
+        expected_shape = (0,)
+
+    txt = StringIO(data)
+    with pytest.warns(UserWarning, match="input contained no data"):
+        res = np.loadtxt(txt, ndmin=ndmin, usecols=usecols)
+    assert res.shape == expected_shape
+
+    with NamedTemporaryFile(mode="w") as fh:
+        fh.write(data)
+        fh.seek(0)
+        with pytest.warns(UserWarning, match="input contained no data"):
+            res = np.loadtxt(txt, ndmin=ndmin, usecols=usecols)
+        assert res.shape == expected_shape
+
+@pytest.mark.parametrize("skiprows", (2, 3))
+def test_warn_on_skipped_data(skiprows):
+    data = "1 2 3\n4 5 6"
+    txt = StringIO(data)
+    with pytest.warns(UserWarning, match="input contained no data"):
+        np.loadtxt(txt, skiprows=skiprows)
+
+
+@pytest.mark.parametrize(["dtype", "value"], [
+        ("i2", 0x0001), ("u2", 0x0001),
+        ("i4", 0x00010203), ("u4", 0x00010203),
+        ("i8", 0x0001020304050607), ("u8", 0x0001020304050607),
+        # The following values are constructed to lead to unique bytes:
+        ("float16", 3.07e-05),
+        ("float32", 9.2557e-41), ("complex64", 9.2557e-41+2.8622554e-29j),
+        ("float64", -1.758571353180402e-24),
+        # Here and below, the repr side-steps a small loss of precision in
+        # complex `str` in PyPy (which is probably fine, as repr works):
+        ("complex128", repr(5.406409232372729e-29-1.758571353180402e-24j)),
+        # Use integer values that fit into double.  Everything else leads to
+        # problems due to longdoubles going via double and decimal strings
+        # causing rounding errors.
+        ("longdouble", 0x01020304050607),
+        ("clongdouble", repr(0x01020304050607 + (0x00121314151617 * 1j))),
+        ("U2", "\U00010203\U000a0b0c")])
+@pytest.mark.parametrize("swap", [True, False])
+def test_byteswapping_and_unaligned(dtype, value, swap):
+    # Try to create "interesting" values within the valid unicode range:
+    dtype = np.dtype(dtype)
+    data = [f"x,{value}\n"]  # repr as PyPy `str` truncates some
+    if swap:
+        dtype = dtype.newbyteorder()
+    full_dt = np.dtype([("a", "S1"), ("b", dtype)], align=False)
+    # The above ensures that the interesting "b" field is unaligned:
+    assert full_dt.fields["b"][1] == 1
+    res = np.loadtxt(data, dtype=full_dt, delimiter=",", encoding=None,
+                     max_rows=1)  # max-rows prevents over-allocation
+    assert res["b"] == dtype.type(value)
+
+
+@pytest.mark.parametrize("dtype",
+        np.typecodes["AllInteger"] + "efdFD" + "?")
+def test_unicode_whitespace_stripping(dtype):
+    # Test that all numeric types (and bool) strip whitespace correctly
+    # \u202F is a narrow no-break space, `\n` is just a whitespace if quoted.
+    # Currently, skip float128 as it did not always support this and has no
+    # "custom" parsing:
+    txt = StringIO(' 3 ,"\u202F2\n"')
+    res = np.loadtxt(txt, dtype=dtype, delimiter=",", quotechar='"')
+    assert_array_equal(res, np.array([3, 2]).astype(dtype))
+
+
+@pytest.mark.parametrize("dtype", "FD")
+def test_unicode_whitespace_stripping_complex(dtype):
+    # Complex has a few extra cases since it has two components and
+    # parentheses
+    line = " 1 , 2+3j , ( 4+5j ), ( 6+-7j )  , 8j , ( 9j ) \n"
+    data = [line, line.replace(" ", "\u202F")]
+    res = np.loadtxt(data, dtype=dtype, delimiter=',')
+    assert_array_equal(res, np.array([[1, 2+3j, 4+5j, 6-7j, 8j, 9j]] * 2))
+
+
+@pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+                    reason="PyPy bug in error formatting")
+@pytest.mark.parametrize("dtype", "FD")
+@pytest.mark.parametrize("field",
+        ["1 +2j", "1+ 2j", "1+2 j", "1+-+3", "(1j", "(1", "(1+2j", "1+2j)"])
+def test_bad_complex(dtype, field):
+    with pytest.raises(ValueError):
+        np.loadtxt([field + "\n"], dtype=dtype, delimiter=",")
+
+
+@pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+                    reason="PyPy bug in error formatting")
+@pytest.mark.parametrize("dtype",
+            np.typecodes["AllInteger"] + "efgdFDG" + "?")
+def test_nul_character_error(dtype):
+    # Test that a \0 character is correctly recognized as an error even if
+    # what comes before is valid (not everything gets parsed internally).
+    if dtype.lower() == "g":
+        pytest.xfail("longdouble/clongdouble assignment may misbehave.")
+    with pytest.raises(ValueError):
+        np.loadtxt(["1\000"], dtype=dtype, delimiter=",", quotechar='"')
+
+
+@pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+                    reason="PyPy bug in error formatting")
+@pytest.mark.parametrize("dtype",
+        np.typecodes["AllInteger"] + "efgdFDG" + "?")
+def test_no_thousands_support(dtype):
+    # Mainly to document behaviour, Python supports thousands like 1_1.
+    # (e and G may end up using different conversion and support it, this is
+    # a bug but happens...)
+    if dtype == "e":
+        pytest.skip("half assignment currently uses Python float converter")
+    if dtype in "eG":
+        pytest.xfail("clongdouble assignment is buggy (uses `complex`?).")
+
+    assert int("1_1") == float("1_1") == complex("1_1") == 11
+    with pytest.raises(ValueError):
+        np.loadtxt(["1_1\n"], dtype=dtype)
+
+
+@pytest.mark.parametrize("data", [
+    ["1,2\n", "2\n,3\n"],
+    ["1,2\n", "2\r,3\n"]])
+def test_bad_newline_in_iterator(data):
+    # In NumPy <=1.22 this was accepted, because newlines were completely
+    # ignored when the input was an iterable.  This could be changed, but right
+    # now, we raise an error.
+    msg = "Found an unquoted embedded newline within a single line"
+    with pytest.raises(ValueError, match=msg):
+        np.loadtxt(data, delimiter=",")
+
+
+@pytest.mark.parametrize("data", [
+    ["1,2\n", "2,3\r\n"],  # a universal newline
+    ["1,2\n", "'2\n',3\n"],  # a quoted newline
+    ["1,2\n", "'2\r',3\n"],
+    ["1,2\n", "'2\r\n',3\n"],
+])
+def test_good_newline_in_iterator(data):
+    # The quoted newlines will be untransformed here, but are just whitespace.
+    res = np.loadtxt(data, delimiter=",", quotechar="'")
+    assert_array_equal(res, [[1., 2.], [2., 3.]])
+
+
+@pytest.mark.parametrize("newline", ["\n", "\r", "\r\n"])
+def test_universal_newlines_quoted(newline):
+    # Check that universal newline support within the tokenizer is not applied
+    # to quoted fields.  (note that lines must end in newline or quoted
+    # fields will not include a newline at all)
+    data = ['1,"2\n"\n', '3,"4\n', '1"\n']
+    data = [row.replace("\n", newline) for row in data]
+    res = np.loadtxt(data, dtype=object, delimiter=",", quotechar='"')
+    assert_array_equal(res, [['1', f'2{newline}'], ['3', f'4{newline}1']])
+
+
+def test_null_character():
+    # Basic tests to check that the NUL character is not special:
+    res = np.loadtxt(["1\0002\0003\n", "4\0005\0006"], delimiter="\000")
+    assert_array_equal(res, [[1, 2, 3], [4, 5, 6]])
+
+    # Also not as part of a field (avoid unicode/arrays as unicode strips \0)
+    res = np.loadtxt(["1\000,2\000,3\n", "4\000,5\000,6"],
+                     delimiter=",", dtype=object)
+    assert res.tolist() == [["1\000", "2\000", "3"], ["4\000", "5\000", "6"]]
+
+
+def test_iterator_fails_getting_next_line():
+    class BadSequence:
+        def __len__(self):
+            return 100
+
+        def __getitem__(self, item):
+            if item == 50:
+                raise RuntimeError("Bad things happened!")
+            return f"{item}, {item+1}"
+
+    with pytest.raises(RuntimeError, match="Bad things happened!"):
+        np.loadtxt(BadSequence(), dtype=int, delimiter=",")
+
+
+class TestCReaderUnitTests:
+    # These are internal tests for path that should not be possible to hit
+    # unless things go very very wrong somewhere.
+    def test_not_an_filelike(self):
+        with pytest.raises(AttributeError, match=".*read"):
+            np.core._multiarray_umath._load_from_filelike(
+                object(), dtype=np.dtype("i"), filelike=True)
+
+    def test_filelike_read_fails(self):
+        # Can only be reached if loadtxt opens the file, so it is hard to do
+        # via the public interface (although maybe not impossible considering
+        # the current "DataClass" backing).
+        class BadFileLike:
+            counter = 0
+
+            def read(self, size):
+                self.counter += 1
+                if self.counter > 20:
+                    raise RuntimeError("Bad bad bad!")
+                return "1,2,3\n"
+
+        with pytest.raises(RuntimeError, match="Bad bad bad!"):
+            np.core._multiarray_umath._load_from_filelike(
+                BadFileLike(), dtype=np.dtype("i"), filelike=True)
+
+    def test_filelike_bad_read(self):
+        # Can only be reached if loadtxt opens the file, so it is hard to do
+        # via the public interface (although maybe not impossible considering
+        # the current "DataClass" backing).
+
+        class BadFileLike:
+            counter = 0
+
+            def read(self, size):
+                return 1234  # not a string!
+
+        with pytest.raises(TypeError,
+                    match="non-string returned while reading data"):
+            np.core._multiarray_umath._load_from_filelike(
+                BadFileLike(), dtype=np.dtype("i"), filelike=True)
+
+    def test_not_an_iter(self):
+        with pytest.raises(TypeError,
+                    match="error reading from object, expected an iterable"):
+            np.core._multiarray_umath._load_from_filelike(
+                object(), dtype=np.dtype("i"), filelike=False)
+
+    def test_bad_type(self):
+        with pytest.raises(TypeError, match="internal error: dtype must"):
+            np.core._multiarray_umath._load_from_filelike(
+                object(), dtype="i", filelike=False)
+
+    def test_bad_encoding(self):
+        with pytest.raises(TypeError, match="encoding must be a unicode"):
+            np.core._multiarray_umath._load_from_filelike(
+                object(), dtype=np.dtype("i"), filelike=False, encoding=123)
+
+    @pytest.mark.parametrize("newline", ["\r", "\n", "\r\n"])
+    def test_manual_universal_newlines(self, newline):
+        # This is currently not available to users, because we should always
+        # open files with universal newlines enabled `newlines=None`.
+        # (And reading from an iterator uses slightly different code paths.)
+        # We have no real support for `newline="\r"` or `newline="\n" as the
+        # user cannot specify those options.
+        data = StringIO('0\n1\n"2\n"\n3\n4 #\n'.replace("\n", newline),
+                        newline="")
+
+        res = np.core._multiarray_umath._load_from_filelike(
+            data, dtype=np.dtype("U10"), filelike=True,
+            quote='"', comment="#", skiplines=1)
+        assert_array_equal(res[:, 0], ["1", f"2{newline}", "3", "4 "])
+
+
+def test_delimiter_comment_collision_raises():
+    with pytest.raises(TypeError, match=".*control characters.*incompatible"):
+        np.loadtxt(StringIO("1, 2, 3"), delimiter=",", comments=",")
+
+
+def test_delimiter_quotechar_collision_raises():
+    with pytest.raises(TypeError, match=".*control characters.*incompatible"):
+        np.loadtxt(StringIO("1, 2, 3"), delimiter=",", quotechar=",")
+
+
+def test_comment_quotechar_collision_raises():
+    with pytest.raises(TypeError, match=".*control characters.*incompatible"):
+        np.loadtxt(StringIO("1 2 3"), comments="#", quotechar="#")
+
+
+def test_delimiter_and_multiple_comments_collision_raises():
+    with pytest.raises(
+        TypeError, match="Comment characters.*cannot include the delimiter"
+    ):
+        np.loadtxt(StringIO("1, 2, 3"), delimiter=",", comments=["#", ","])
+
+
+@pytest.mark.parametrize(
+    "ws",
+    (
+        " ",  # space
+        "\t",  # tab
+        "\u2003",  # em
+        "\u00A0",  # non-break
+        "\u3000",  # ideographic space
+    )
+)
+def test_collision_with_default_delimiter_raises(ws):
+    with pytest.raises(TypeError, match=".*control characters.*incompatible"):
+        np.loadtxt(StringIO(f"1{ws}2{ws}3\n4{ws}5{ws}6\n"), comments=ws)
+    with pytest.raises(TypeError, match=".*control characters.*incompatible"):
+        np.loadtxt(StringIO(f"1{ws}2{ws}3\n4{ws}5{ws}6\n"), quotechar=ws)
+
+
+@pytest.mark.parametrize("nl", ("\n", "\r"))
+def test_control_character_newline_raises(nl):
+    txt = StringIO(f"1{nl}2{nl}3{nl}{nl}4{nl}5{nl}6{nl}{nl}")
+    msg = "control character.*cannot be a newline"
+    with pytest.raises(TypeError, match=msg):
+        np.loadtxt(txt, delimiter=nl)
+    with pytest.raises(TypeError, match=msg):
+        np.loadtxt(txt, comments=nl)
+    with pytest.raises(TypeError, match=msg):
+        np.loadtxt(txt, quotechar=nl)
+
+
+@pytest.mark.parametrize(
+    ("generic_data", "long_datum", "unitless_dtype", "expected_dtype"),
+    [
+        ("2012-03", "2013-01-15", "M8", "M8[D]"),  # Datetimes
+        ("spam-a-lot", "tis_but_a_scratch", "U", "U17"),  # str
+    ],
+)
+@pytest.mark.parametrize("nrows", (10, 50000, 60000))  # lt, eq, gt chunksize
+def test_parametric_unit_discovery(
+    generic_data, long_datum, unitless_dtype, expected_dtype, nrows
+):
+    """Check that the correct unit (e.g. month, day, second) is discovered from
+    the data when a user specifies a unitless datetime."""
+    # Unit should be "D" (days) due to last entry
+    data = [generic_data] * 50000 + [long_datum]
+    expected = np.array(data, dtype=expected_dtype)
+
+    # file-like path
+    txt = StringIO("\n".join(data))
+    a = np.loadtxt(txt, dtype=unitless_dtype)
+    assert a.dtype == expected.dtype
+    assert_equal(a, expected)
+
+    # file-obj path
+    fd, fname = mkstemp()
+    os.close(fd)
+    with open(fname, "w") as fh:
+        fh.write("\n".join(data))
+    a = np.loadtxt(fname, dtype=unitless_dtype)
+    os.remove(fname)
+    assert a.dtype == expected.dtype
+    assert_equal(a, expected)
+
+
+def test_str_dtype_unit_discovery_with_converter():
+    data = ["spam-a-lot"] * 60000 + ["XXXtis_but_a_scratch"]
+    expected = np.array(
+        ["spam-a-lot"] * 60000 + ["tis_but_a_scratch"], dtype="U17"
+    )
+    conv = lambda s: s.strip("XXX")
+
+    # file-like path
+    txt = StringIO("\n".join(data))
+    a = np.loadtxt(txt, dtype="U", converters=conv, encoding=None)
+    assert a.dtype == expected.dtype
+    assert_equal(a, expected)
+
+    # file-obj path
+    fd, fname = mkstemp()
+    os.close(fd)
+    with open(fname, "w") as fh:
+        fh.write("\n".join(data))
+    a = np.loadtxt(fname, dtype="U", converters=conv, encoding=None)
+    os.remove(fname)
+    assert a.dtype == expected.dtype
+    assert_equal(a, expected)
+
+
+@pytest.mark.skipif(IS_PYPY and sys.implementation.version <= (7, 3, 8),
+                    reason="PyPy bug in error formatting")
+def test_control_character_empty():
+    with pytest.raises(TypeError, match="Text reading control character must"):
+        np.loadtxt(StringIO("1 2 3"), delimiter="")
+    with pytest.raises(TypeError, match="Text reading control character must"):
+        np.loadtxt(StringIO("1 2 3"), quotechar="")
+    with pytest.raises(ValueError, match="comments cannot be an empty string"):
+        np.loadtxt(StringIO("1 2 3"), comments="")
+    with pytest.raises(ValueError, match="comments cannot be an empty string"):
+        np.loadtxt(StringIO("1 2 3"), comments=["#", ""])
+
+
+def test_control_characters_as_bytes():
+    """Byte control characters (comments, delimiter) are supported."""
+    a = np.loadtxt(StringIO("#header\n1,2,3"), comments=b"#", delimiter=b",")
+    assert_equal(a, [1, 2, 3])
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_mixins.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_mixins.py
new file mode 120000
index 0000000..0d4196b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_mixins.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5a/2b/f0/cf75c15ac128cc6cebceccb2bcbdea02e135e2dd411e4d8b3e6f59f597
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_nanfunctions.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_nanfunctions.py
new file mode 120000
index 0000000..1ec6f44
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_nanfunctions.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/74/75/2f/90fa0aafda44aaaa4c43e5b89ad60f694a8d77204497b1910596144b38
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_packbits.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_packbits.py
new file mode 120000
index 0000000..c9cc54d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_packbits.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/39/61/80/779839186d2097b587a8d7f0919ec6fb6aebb4bb76b08f39e0f1b89e7c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_polynomial.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_polynomial.py
new file mode 120000
index 0000000..d4cd2e9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_polynomial.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/51/1a/2e/c49a6bf054398622b26ea86d39c2c0edefb7863e245b38cb051381cb20
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_recfunctions.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_recfunctions.py
new file mode 120000
index 0000000..95262b3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_recfunctions.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/42/2a/09/0c71d651e3b24d543db6a9ba8be06f5a4728efbb604c1ac75fbae6e5e3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_regression.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_regression.py
new file mode 120000
index 0000000..4402fdc
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+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_regression.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2b/31/85/9214dcbc41bdee6ca6a0e43684fd8212bda73d9a2ed19b5fe3e59a5c2b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_shape_base.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_shape_base.py
new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_shape_base.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d8/6d/45/0ac91811f564ff5baef2a3d26d61b9f5a17dcd7ce3561ceda5953ed4d0
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_stride_tricks.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_stride_tricks.py
new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_stride_tricks.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c2/9a/e9/5961f97aad3b0d8eebcc6d160efe5f32d2f1cd1433e9f9ba4d95a549c4
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/lib/tests/test_twodim_base.py b/venv/lib/python3.8/site-packages/numpy/lib/tests/test_twodim_base.py
new file mode 120000
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+"""
+Masked arrays add-ons.
+
+A collection of utilities for `numpy.ma`.
+
+:author: Pierre Gerard-Marchant
+:contact: pierregm_at_uga_dot_edu
+:version: $Id: extras.py 3473 2007-10-29 15:18:13Z jarrod.millman $
+
+"""
+__all__ = [
+    'apply_along_axis', 'apply_over_axes', 'atleast_1d', 'atleast_2d',
+    'atleast_3d', 'average', 'clump_masked', 'clump_unmasked', 'column_stack',
+    'compress_cols', 'compress_nd', 'compress_rowcols', 'compress_rows',
+    'count_masked', 'corrcoef', 'cov', 'diagflat', 'dot', 'dstack', 'ediff1d',
+    'flatnotmasked_contiguous', 'flatnotmasked_edges', 'hsplit', 'hstack',
+    'isin', 'in1d', 'intersect1d', 'mask_cols', 'mask_rowcols', 'mask_rows',
+    'masked_all', 'masked_all_like', 'median', 'mr_', 'ndenumerate',
+    'notmasked_contiguous', 'notmasked_edges', 'polyfit', 'row_stack',
+    'setdiff1d', 'setxor1d', 'stack', 'unique', 'union1d', 'vander', 'vstack',
+    ]
+
+import itertools
+import warnings
+
+from . import core as ma
+from .core import (
+    MaskedArray, MAError, add, array, asarray, concatenate, filled, count,
+    getmask, getmaskarray, make_mask_descr, masked, masked_array, mask_or,
+    nomask, ones, sort, zeros, getdata, get_masked_subclass, dot,
+    mask_rowcols
+    )
+
+import numpy as np
+from numpy import ndarray, array as nxarray
+from numpy.core.multiarray import normalize_axis_index
+from numpy.core.numeric import normalize_axis_tuple
+from numpy.lib.function_base import _ureduce
+from numpy.lib.index_tricks import AxisConcatenator
+
+
+def issequence(seq):
+    """
+    Is seq a sequence (ndarray, list or tuple)?
+
+    """
+    return isinstance(seq, (ndarray, tuple, list))
+
+
+def count_masked(arr, axis=None):
+    """
+    Count the number of masked elements along the given axis.
+
+    Parameters
+    ----------
+    arr : array_like
+        An array with (possibly) masked elements.
+    axis : int, optional
+        Axis along which to count. If None (default), a flattened
+        version of the array is used.
+
+    Returns
+    -------
+    count : int, ndarray
+        The total number of masked elements (axis=None) or the number
+        of masked elements along each slice of the given axis.
+
+    See Also
+    --------
+    MaskedArray.count : Count non-masked elements.
+
+    Examples
+    --------
+    >>> import numpy.ma as ma
+    >>> a = np.arange(9).reshape((3,3))
+    >>> a = ma.array(a)
+    >>> a[1, 0] = ma.masked
+    >>> a[1, 2] = ma.masked
+    >>> a[2, 1] = ma.masked
+    >>> a
+    masked_array(
+      data=[[0, 1, 2],
+            [--, 4, --],
+            [6, --, 8]],
+      mask=[[False, False, False],
+            [ True, False,  True],
+            [False,  True, False]],
+      fill_value=999999)
+    >>> ma.count_masked(a)
+    3
+
+    When the `axis` keyword is used an array is returned.
+
+    >>> ma.count_masked(a, axis=0)
+    array([1, 1, 1])
+    >>> ma.count_masked(a, axis=1)
+    array([0, 2, 1])
+
+    """
+    m = getmaskarray(arr)
+    return m.sum(axis)
+
+
+def masked_all(shape, dtype=float):
+    """
+    Empty masked array with all elements masked.
+
+    Return an empty masked array of the given shape and dtype, where all the
+    data are masked.
+
+    Parameters
+    ----------
+    shape : int or tuple of ints
+        Shape of the required MaskedArray, e.g., ``(2, 3)`` or ``2``.
+    dtype : dtype, optional
+        Data type of the output.
+
+    Returns
+    -------
+    a : MaskedArray
+        A masked array with all data masked.
+
+    See Also
+    --------
+    masked_all_like : Empty masked array modelled on an existing array.
+
+    Examples
+    --------
+    >>> import numpy.ma as ma
+    >>> ma.masked_all((3, 3))
+    masked_array(
+      data=[[--, --, --],
+            [--, --, --],
+            [--, --, --]],
+      mask=[[ True,  True,  True],
+            [ True,  True,  True],
+            [ True,  True,  True]],
+      fill_value=1e+20,
+      dtype=float64)
+
+    The `dtype` parameter defines the underlying data type.
+
+    >>> a = ma.masked_all((3, 3))
+    >>> a.dtype
+    dtype('float64')
+    >>> a = ma.masked_all((3, 3), dtype=np.int32)
+    >>> a.dtype
+    dtype('int32')
+
+    """
+    a = masked_array(np.empty(shape, dtype),
+                     mask=np.ones(shape, make_mask_descr(dtype)))
+    return a
+
+
+def masked_all_like(arr):
+    """
+    Empty masked array with the properties of an existing array.
+
+    Return an empty masked array of the same shape and dtype as
+    the array `arr`, where all the data are masked.
+
+    Parameters
+    ----------
+    arr : ndarray
+        An array describing the shape and dtype of the required MaskedArray.
+
+    Returns
+    -------
+    a : MaskedArray
+        A masked array with all data masked.
+
+    Raises
+    ------
+    AttributeError
+        If `arr` doesn't have a shape attribute (i.e. not an ndarray)
+
+    See Also
+    --------
+    masked_all : Empty masked array with all elements masked.
+
+    Examples
+    --------
+    >>> import numpy.ma as ma
+    >>> arr = np.zeros((2, 3), dtype=np.float32)
+    >>> arr
+    array([[0., 0., 0.],
+           [0., 0., 0.]], dtype=float32)
+    >>> ma.masked_all_like(arr)
+    masked_array(
+      data=[[--, --, --],
+            [--, --, --]],
+      mask=[[ True,  True,  True],
+            [ True,  True,  True]],
+      fill_value=1e+20,
+      dtype=float32)
+
+    The dtype of the masked array matches the dtype of `arr`.
+
+    >>> arr.dtype
+    dtype('float32')
+    >>> ma.masked_all_like(arr).dtype
+    dtype('float32')
+
+    """
+    a = np.empty_like(arr).view(MaskedArray)
+    a._mask = np.ones(a.shape, dtype=make_mask_descr(a.dtype))
+    return a
+
+
+#####--------------------------------------------------------------------------
+#---- --- Standard functions ---
+#####--------------------------------------------------------------------------
+class _fromnxfunction:
+    """
+    Defines a wrapper to adapt NumPy functions to masked arrays.
+
+
+    An instance of `_fromnxfunction` can be called with the same parameters
+    as the wrapped NumPy function. The docstring of `newfunc` is adapted from
+    the wrapped function as well, see `getdoc`.
+
+    This class should not be used directly. Instead, one of its extensions that
+    provides support for a specific type of input should be used.
+
+    Parameters
+    ----------
+    funcname : str
+        The name of the function to be adapted. The function should be
+        in the NumPy namespace (i.e. ``np.funcname``).
+
+    """
+
+    def __init__(self, funcname):
+        self.__name__ = funcname
+        self.__doc__ = self.getdoc()
+
+    def getdoc(self):
+        """
+        Retrieve the docstring and signature from the function.
+
+        The ``__doc__`` attribute of the function is used as the docstring for
+        the new masked array version of the function. A note on application
+        of the function to the mask is appended.
+
+        Parameters
+        ----------
+        None
+
+        """
+        npfunc = getattr(np, self.__name__, None)
+        doc = getattr(npfunc, '__doc__', None)
+        if doc:
+            sig = self.__name__ + ma.get_object_signature(npfunc)
+            doc = ma.doc_note(doc, "The function is applied to both the _data "
+                                   "and the _mask, if any.")
+            return '\n\n'.join((sig, doc))
+        return
+
+    def __call__(self, *args, **params):
+        pass
+
+
+class _fromnxfunction_single(_fromnxfunction):
+    """
+    A version of `_fromnxfunction` that is called with a single array
+    argument followed by auxiliary args that are passed verbatim for
+    both the data and mask calls.
+    """
+    def __call__(self, x, *args, **params):
+        func = getattr(np, self.__name__)
+        if isinstance(x, ndarray):
+            _d = func(x.__array__(), *args, **params)
+            _m = func(getmaskarray(x), *args, **params)
+            return masked_array(_d, mask=_m)
+        else:
+            _d = func(np.asarray(x), *args, **params)
+            _m = func(getmaskarray(x), *args, **params)
+            return masked_array(_d, mask=_m)
+
+
+class _fromnxfunction_seq(_fromnxfunction):
+    """
+    A version of `_fromnxfunction` that is called with a single sequence
+    of arrays followed by auxiliary args that are passed verbatim for
+    both the data and mask calls.
+    """
+    def __call__(self, x, *args, **params):
+        func = getattr(np, self.__name__)
+        _d = func(tuple([np.asarray(a) for a in x]), *args, **params)
+        _m = func(tuple([getmaskarray(a) for a in x]), *args, **params)
+        return masked_array(_d, mask=_m)
+
+
+class _fromnxfunction_args(_fromnxfunction):
+    """
+    A version of `_fromnxfunction` that is called with multiple array
+    arguments. The first non-array-like input marks the beginning of the
+    arguments that are passed verbatim for both the data and mask calls.
+    Array arguments are processed independently and the results are
+    returned in a list. If only one array is found, the return value is
+    just the processed array instead of a list.
+    """
+    def __call__(self, *args, **params):
+        func = getattr(np, self.__name__)
+        arrays = []
+        args = list(args)
+        while len(args) > 0 and issequence(args[0]):
+            arrays.append(args.pop(0))
+        res = []
+        for x in arrays:
+            _d = func(np.asarray(x), *args, **params)
+            _m = func(getmaskarray(x), *args, **params)
+            res.append(masked_array(_d, mask=_m))
+        if len(arrays) == 1:
+            return res[0]
+        return res
+
+
+class _fromnxfunction_allargs(_fromnxfunction):
+    """
+    A version of `_fromnxfunction` that is called with multiple array
+    arguments. Similar to `_fromnxfunction_args` except that all args
+    are converted to arrays even if they are not so already. This makes
+    it possible to process scalars as 1-D arrays. Only keyword arguments
+    are passed through verbatim for the data and mask calls. Arrays
+    arguments are processed independently and the results are returned
+    in a list. If only one arg is present, the return value is just the
+    processed array instead of a list.
+    """
+    def __call__(self, *args, **params):
+        func = getattr(np, self.__name__)
+        res = []
+        for x in args:
+            _d = func(np.asarray(x), **params)
+            _m = func(getmaskarray(x), **params)
+            res.append(masked_array(_d, mask=_m))
+        if len(args) == 1:
+            return res[0]
+        return res
+
+
+atleast_1d = _fromnxfunction_allargs('atleast_1d')
+atleast_2d = _fromnxfunction_allargs('atleast_2d')
+atleast_3d = _fromnxfunction_allargs('atleast_3d')
+
+vstack = row_stack = _fromnxfunction_seq('vstack')
+hstack = _fromnxfunction_seq('hstack')
+column_stack = _fromnxfunction_seq('column_stack')
+dstack = _fromnxfunction_seq('dstack')
+stack = _fromnxfunction_seq('stack')
+
+hsplit = _fromnxfunction_single('hsplit')
+
+diagflat = _fromnxfunction_single('diagflat')
+
+
+#####--------------------------------------------------------------------------
+#----
+#####--------------------------------------------------------------------------
+def flatten_inplace(seq):
+    """Flatten a sequence in place."""
+    k = 0
+    while (k != len(seq)):
+        while hasattr(seq[k], '__iter__'):
+            seq[k:(k + 1)] = seq[k]
+        k += 1
+    return seq
+
+
+def apply_along_axis(func1d, axis, arr, *args, **kwargs):
+    """
+    (This docstring should be overwritten)
+    """
+    arr = array(arr, copy=False, subok=True)
+    nd = arr.ndim
+    axis = normalize_axis_index(axis, nd)
+    ind = [0] * (nd - 1)
+    i = np.zeros(nd, 'O')
+    indlist = list(range(nd))
+    indlist.remove(axis)
+    i[axis] = slice(None, None)
+    outshape = np.asarray(arr.shape).take(indlist)
+    i.put(indlist, ind)
+    res = func1d(arr[tuple(i.tolist())], *args, **kwargs)
+    #  if res is a number, then we have a smaller output array
+    asscalar = np.isscalar(res)
+    if not asscalar:
+        try:
+            len(res)
+        except TypeError:
+            asscalar = True
+    # Note: we shouldn't set the dtype of the output from the first result
+    # so we force the type to object, and build a list of dtypes.  We'll
+    # just take the largest, to avoid some downcasting
+    dtypes = []
+    if asscalar:
+        dtypes.append(np.asarray(res).dtype)
+        outarr = zeros(outshape, object)
+        outarr[tuple(ind)] = res
+        Ntot = np.product(outshape)
+        k = 1
+        while k < Ntot:
+            # increment the index
+            ind[-1] += 1
+            n = -1
+            while (ind[n] >= outshape[n]) and (n > (1 - nd)):
+                ind[n - 1] += 1
+                ind[n] = 0
+                n -= 1
+            i.put(indlist, ind)
+            res = func1d(arr[tuple(i.tolist())], *args, **kwargs)
+            outarr[tuple(ind)] = res
+            dtypes.append(asarray(res).dtype)
+            k += 1
+    else:
+        res = array(res, copy=False, subok=True)
+        j = i.copy()
+        j[axis] = ([slice(None, None)] * res.ndim)
+        j.put(indlist, ind)
+        Ntot = np.product(outshape)
+        holdshape = outshape
+        outshape = list(arr.shape)
+        outshape[axis] = res.shape
+        dtypes.append(asarray(res).dtype)
+        outshape = flatten_inplace(outshape)
+        outarr = zeros(outshape, object)
+        outarr[tuple(flatten_inplace(j.tolist()))] = res
+        k = 1
+        while k < Ntot:
+            # increment the index
+            ind[-1] += 1
+            n = -1
+            while (ind[n] >= holdshape[n]) and (n > (1 - nd)):
+                ind[n - 1] += 1
+                ind[n] = 0
+                n -= 1
+            i.put(indlist, ind)
+            j.put(indlist, ind)
+            res = func1d(arr[tuple(i.tolist())], *args, **kwargs)
+            outarr[tuple(flatten_inplace(j.tolist()))] = res
+            dtypes.append(asarray(res).dtype)
+            k += 1
+    max_dtypes = np.dtype(np.asarray(dtypes).max())
+    if not hasattr(arr, '_mask'):
+        result = np.asarray(outarr, dtype=max_dtypes)
+    else:
+        result = asarray(outarr, dtype=max_dtypes)
+        result.fill_value = ma.default_fill_value(result)
+    return result
+apply_along_axis.__doc__ = np.apply_along_axis.__doc__
+
+
+def apply_over_axes(func, a, axes):
+    """
+    (This docstring will be overwritten)
+    """
+    val = asarray(a)
+    N = a.ndim
+    if array(axes).ndim == 0:
+        axes = (axes,)
+    for axis in axes:
+        if axis < 0:
+            axis = N + axis
+        args = (val, axis)
+        res = func(*args)
+        if res.ndim == val.ndim:
+            val = res
+        else:
+            res = ma.expand_dims(res, axis)
+            if res.ndim == val.ndim:
+                val = res
+            else:
+                raise ValueError("function is not returning "
+                        "an array of the correct shape")
+    return val
+
+
+if apply_over_axes.__doc__ is not None:
+    apply_over_axes.__doc__ = np.apply_over_axes.__doc__[
+        :np.apply_over_axes.__doc__.find('Notes')].rstrip() + \
+    """
+
+    Examples
+    --------
+    >>> a = np.ma.arange(24).reshape(2,3,4)
+    >>> a[:,0,1] = np.ma.masked
+    >>> a[:,1,:] = np.ma.masked
+    >>> a
+    masked_array(
+      data=[[[0, --, 2, 3],
+             [--, --, --, --],
+             [8, 9, 10, 11]],
+            [[12, --, 14, 15],
+             [--, --, --, --],
+             [20, 21, 22, 23]]],
+      mask=[[[False,  True, False, False],
+             [ True,  True,  True,  True],
+             [False, False, False, False]],
+            [[False,  True, False, False],
+             [ True,  True,  True,  True],
+             [False, False, False, False]]],
+      fill_value=999999)
+    >>> np.ma.apply_over_axes(np.ma.sum, a, [0,2])
+    masked_array(
+      data=[[[46],
+             [--],
+             [124]]],
+      mask=[[[False],
+             [ True],
+             [False]]],
+      fill_value=999999)
+
+    Tuple axis arguments to ufuncs are equivalent:
+
+    >>> np.ma.sum(a, axis=(0,2)).reshape((1,-1,1))
+    masked_array(
+      data=[[[46],
+             [--],
+             [124]]],
+      mask=[[[False],
+             [ True],
+             [False]]],
+      fill_value=999999)
+    """
+
+
+def average(a, axis=None, weights=None, returned=False, *,
+            keepdims=np._NoValue):
+    """
+    Return the weighted average of array over the given axis.
+
+    Parameters
+    ----------
+    a : array_like
+        Data to be averaged.
+        Masked entries are not taken into account in the computation.
+    axis : int, optional
+        Axis along which to average `a`. If None, averaging is done over
+        the flattened array.
+    weights : array_like, optional
+        The importance that each element has in the computation of the average.
+        The weights array can either be 1-D (in which case its length must be
+        the size of `a` along the given axis) or of the same shape as `a`.
+        If ``weights=None``, then all data in `a` are assumed to have a
+        weight equal to one.  The 1-D calculation is::
+
+            avg = sum(a * weights) / sum(weights)
+
+        The only constraint on `weights` is that `sum(weights)` must not be 0.
+    returned : bool, optional
+        Flag indicating whether a tuple ``(result, sum of weights)``
+        should be returned as output (True), or just the result (False).
+        Default is False.
+    keepdims : bool, optional
+        If this is set to True, the axes which are reduced are left
+        in the result as dimensions with size one. With this option,
+        the result will broadcast correctly against the original `a`.
+        *Note:* `keepdims` will not work with instances of `numpy.matrix`
+        or other classes whose methods do not support `keepdims`.
+
+        .. versionadded:: 1.23.0
+
+    Returns
+    -------
+    average, [sum_of_weights] : (tuple of) scalar or MaskedArray
+        The average along the specified axis. When returned is `True`,
+        return a tuple with the average as the first element and the sum
+        of the weights as the second element. The return type is `np.float64`
+        if `a` is of integer type and floats smaller than `float64`, or the
+        input data-type, otherwise. If returned, `sum_of_weights` is always
+        `float64`.
+
+    Examples
+    --------
+    >>> a = np.ma.array([1., 2., 3., 4.], mask=[False, False, True, True])
+    >>> np.ma.average(a, weights=[3, 1, 0, 0])
+    1.25
+
+    >>> x = np.ma.arange(6.).reshape(3, 2)
+    >>> x
+    masked_array(
+      data=[[0., 1.],
+            [2., 3.],
+            [4., 5.]],
+      mask=False,
+      fill_value=1e+20)
+    >>> avg, sumweights = np.ma.average(x, axis=0, weights=[1, 2, 3],
+    ...                                 returned=True)
+    >>> avg
+    masked_array(data=[2.6666666666666665, 3.6666666666666665],
+                 mask=[False, False],
+           fill_value=1e+20)
+
+    With ``keepdims=True``, the following result has shape (3, 1).
+
+    >>> np.ma.average(x, axis=1, keepdims=True)
+    masked_array(
+      data=[[0.5],
+            [2.5],
+            [4.5]],
+      mask=False,
+      fill_value=1e+20)
+    """
+    a = asarray(a)
+    m = getmask(a)
+
+    # inspired by 'average' in numpy/lib/function_base.py
+
+    if keepdims is np._NoValue:
+        # Don't pass on the keepdims argument if one wasn't given.
+        keepdims_kw = {}
+    else:
+        keepdims_kw = {'keepdims': keepdims}
+
+    if weights is None:
+        avg = a.mean(axis, **keepdims_kw)
+        scl = avg.dtype.type(a.count(axis))
+    else:
+        wgt = asarray(weights)
+
+        if issubclass(a.dtype.type, (np.integer, np.bool_)):
+            result_dtype = np.result_type(a.dtype, wgt.dtype, 'f8')
+        else:
+            result_dtype = np.result_type(a.dtype, wgt.dtype)
+
+        # Sanity checks
+        if a.shape != wgt.shape:
+            if axis is None:
+                raise TypeError(
+                    "Axis must be specified when shapes of a and weights "
+                    "differ.")
+            if wgt.ndim != 1:
+                raise TypeError(
+                    "1D weights expected when shapes of a and weights differ.")
+            if wgt.shape[0] != a.shape[axis]:
+                raise ValueError(
+                    "Length of weights not compatible with specified axis.")
+
+            # setup wgt to broadcast along axis
+            wgt = np.broadcast_to(wgt, (a.ndim-1)*(1,) + wgt.shape, subok=True)
+            wgt = wgt.swapaxes(-1, axis)
+
+        if m is not nomask:
+            wgt = wgt*(~a.mask)
+            wgt.mask |= a.mask
+
+        scl = wgt.sum(axis=axis, dtype=result_dtype, **keepdims_kw)
+        avg = np.multiply(a, wgt,
+                          dtype=result_dtype).sum(axis, **keepdims_kw) / scl
+
+    if returned:
+        if scl.shape != avg.shape:
+            scl = np.broadcast_to(scl, avg.shape).copy()
+        return avg, scl
+    else:
+        return avg
+
+
+def median(a, axis=None, out=None, overwrite_input=False, keepdims=False):
+    """
+    Compute the median along the specified axis.
+
+    Returns the median of the array elements.
+
+    Parameters
+    ----------
+    a : array_like
+        Input array or object that can be converted to an array.
+    axis : int, optional
+        Axis along which the medians are computed. The default (None) is
+        to compute the median along a flattened version of the array.
+    out : ndarray, optional
+        Alternative output array in which to place the result. It must
+        have the same shape and buffer length as the expected output
+        but the type will be cast if necessary.
+    overwrite_input : bool, optional
+        If True, then allow use of memory of input array (a) for
+        calculations. The input array will be modified by the call to
+        median. This will save memory when you do not need to preserve
+        the contents of the input array. Treat the input as undefined,
+        but it will probably be fully or partially sorted. Default is
+        False. Note that, if `overwrite_input` is True, and the input
+        is not already an `ndarray`, an error will be raised.
+    keepdims : bool, optional
+        If this is set to True, the axes which are reduced are left
+        in the result as dimensions with size one. With this option,
+        the result will broadcast correctly against the input array.
+
+        .. versionadded:: 1.10.0
+
+    Returns
+    -------
+    median : ndarray
+        A new array holding the result is returned unless out is
+        specified, in which case a reference to out is returned.
+        Return data-type is `float64` for integers and floats smaller than
+        `float64`, or the input data-type, otherwise.
+
+    See Also
+    --------
+    mean
+
+    Notes
+    -----
+    Given a vector ``V`` with ``N`` non masked values, the median of ``V``
+    is the middle value of a sorted copy of ``V`` (``Vs``) - i.e.
+    ``Vs[(N-1)/2]``, when ``N`` is odd, or ``{Vs[N/2 - 1] + Vs[N/2]}/2``
+    when ``N`` is even.
+
+    Examples
+    --------
+    >>> x = np.ma.array(np.arange(8), mask=[0]*4 + [1]*4)
+    >>> np.ma.median(x)
+    1.5
+
+    >>> x = np.ma.array(np.arange(10).reshape(2, 5), mask=[0]*6 + [1]*4)
+    >>> np.ma.median(x)
+    2.5
+    >>> np.ma.median(x, axis=-1, overwrite_input=True)
+    masked_array(data=[2.0, 5.0],
+                 mask=[False, False],
+           fill_value=1e+20)
+
+    """
+    if not hasattr(a, 'mask'):
+        m = np.median(getdata(a, subok=True), axis=axis,
+                      out=out, overwrite_input=overwrite_input,
+                      keepdims=keepdims)
+        if isinstance(m, np.ndarray) and 1 <= m.ndim:
+            return masked_array(m, copy=False)
+        else:
+            return m
+
+    r, k = _ureduce(a, func=_median, axis=axis, out=out,
+                    overwrite_input=overwrite_input)
+    if keepdims:
+        return r.reshape(k)
+    else:
+        return r
+
+
+def _median(a, axis=None, out=None, overwrite_input=False):
+    # when an unmasked NaN is present return it, so we need to sort the NaN
+    # values behind the mask
+    if np.issubdtype(a.dtype, np.inexact):
+        fill_value = np.inf
+    else:
+        fill_value = None
+    if overwrite_input:
+        if axis is None:
+            asorted = a.ravel()
+            asorted.sort(fill_value=fill_value)
+        else:
+            a.sort(axis=axis, fill_value=fill_value)
+            asorted = a
+    else:
+        asorted = sort(a, axis=axis, fill_value=fill_value)
+
+    if axis is None:
+        axis = 0
+    else:
+        axis = normalize_axis_index(axis, asorted.ndim)
+
+    if asorted.shape[axis] == 0:
+        # for empty axis integer indices fail so use slicing to get same result
+        # as median (which is mean of empty slice = nan)
+        indexer = [slice(None)] * asorted.ndim
+        indexer[axis] = slice(0, 0)
+        indexer = tuple(indexer)
+        return np.ma.mean(asorted[indexer], axis=axis, out=out)
+
+    if asorted.ndim == 1:
+        idx, odd = divmod(count(asorted), 2)
+        mid = asorted[idx + odd - 1:idx + 1]
+        if np.issubdtype(asorted.dtype, np.inexact) and asorted.size > 0:
+            # avoid inf / x = masked
+            s = mid.sum(out=out)
+            if not odd:
+                s = np.true_divide(s, 2., casting='safe', out=out)
+            s = np.lib.utils._median_nancheck(asorted, s, axis)
+        else:
+            s = mid.mean(out=out)
+
+        # if result is masked either the input contained enough
+        # minimum_fill_value so that it would be the median or all values
+        # masked
+        if np.ma.is_masked(s) and not np.all(asorted.mask):
+            return np.ma.minimum_fill_value(asorted)
+        return s
+
+    counts = count(asorted, axis=axis, keepdims=True)
+    h = counts // 2
+
+    # duplicate high if odd number of elements so mean does nothing
+    odd = counts % 2 == 1
+    l = np.where(odd, h, h-1)
+
+    lh = np.concatenate([l,h], axis=axis)
+
+    # get low and high median
+    low_high = np.take_along_axis(asorted, lh, axis=axis)
+
+    def replace_masked(s):
+        # Replace masked entries with minimum_full_value unless it all values
+        # are masked. This is required as the sort order of values equal or
+        # larger than the fill value is undefined and a valid value placed
+        # elsewhere, e.g. [4, --, inf].
+        if np.ma.is_masked(s):
+            rep = (~np.all(asorted.mask, axis=axis, keepdims=True)) & s.mask
+            s.data[rep] = np.ma.minimum_fill_value(asorted)
+            s.mask[rep] = False
+
+    replace_masked(low_high)
+
+    if np.issubdtype(asorted.dtype, np.inexact):
+        # avoid inf / x = masked
+        s = np.ma.sum(low_high, axis=axis, out=out)
+        np.true_divide(s.data, 2., casting='unsafe', out=s.data)
+
+        s = np.lib.utils._median_nancheck(asorted, s, axis)
+    else:
+        s = np.ma.mean(low_high, axis=axis, out=out)
+
+    return s
+
+
+def compress_nd(x, axis=None):
+    """Suppress slices from multiple dimensions which contain masked values.
+
+    Parameters
+    ----------
+    x : array_like, MaskedArray
+        The array to operate on. If not a MaskedArray instance (or if no array
+        elements are masked), `x` is interpreted as a MaskedArray with `mask`
+        set to `nomask`.
+    axis : tuple of ints or int, optional
+        Which dimensions to suppress slices from can be configured with this
+        parameter.
+        - If axis is a tuple of ints, those are the axes to suppress slices from.
+        - If axis is an int, then that is the only axis to suppress slices from.
+        - If axis is None, all axis are selected.
+
+    Returns
+    -------
+    compress_array : ndarray
+        The compressed array.
+    """
+    x = asarray(x)
+    m = getmask(x)
+    # Set axis to tuple of ints
+    if axis is None:
+        axis = tuple(range(x.ndim))
+    else:
+        axis = normalize_axis_tuple(axis, x.ndim)
+
+    # Nothing is masked: return x
+    if m is nomask or not m.any():
+        return x._data
+    # All is masked: return empty
+    if m.all():
+        return nxarray([])
+    # Filter elements through boolean indexing
+    data = x._data
+    for ax in axis:
+        axes = tuple(list(range(ax)) + list(range(ax + 1, x.ndim)))
+        data = data[(slice(None),)*ax + (~m.any(axis=axes),)]
+    return data
+
+
+def compress_rowcols(x, axis=None):
+    """
+    Suppress the rows and/or columns of a 2-D array that contain
+    masked values.
+
+    The suppression behavior is selected with the `axis` parameter.
+
+    - If axis is None, both rows and columns are suppressed.
+    - If axis is 0, only rows are suppressed.
+    - If axis is 1 or -1, only columns are suppressed.
+
+    Parameters
+    ----------
+    x : array_like, MaskedArray
+        The array to operate on.  If not a MaskedArray instance (or if no array
+        elements are masked), `x` is interpreted as a MaskedArray with
+        `mask` set to `nomask`. Must be a 2D array.
+    axis : int, optional
+        Axis along which to perform the operation. Default is None.
+
+    Returns
+    -------
+    compressed_array : ndarray
+        The compressed array.
+
+    Examples
+    --------
+    >>> x = np.ma.array(np.arange(9).reshape(3, 3), mask=[[1, 0, 0],
+    ...                                                   [1, 0, 0],
+    ...                                                   [0, 0, 0]])
+    >>> x
+    masked_array(
+      data=[[--, 1, 2],
+            [--, 4, 5],
+            [6, 7, 8]],
+      mask=[[ True, False, False],
+            [ True, False, False],
+            [False, False, False]],
+      fill_value=999999)
+
+    >>> np.ma.compress_rowcols(x)
+    array([[7, 8]])
+    >>> np.ma.compress_rowcols(x, 0)
+    array([[6, 7, 8]])
+    >>> np.ma.compress_rowcols(x, 1)
+    array([[1, 2],
+           [4, 5],
+           [7, 8]])
+
+    """
+    if asarray(x).ndim != 2:
+        raise NotImplementedError("compress_rowcols works for 2D arrays only.")
+    return compress_nd(x, axis=axis)
+
+
+def compress_rows(a):
+    """
+    Suppress whole rows of a 2-D array that contain masked values.
+
+    This is equivalent to ``np.ma.compress_rowcols(a, 0)``, see
+    `compress_rowcols` for details.
+
+    See Also
+    --------
+    compress_rowcols
+
+    """
+    a = asarray(a)
+    if a.ndim != 2:
+        raise NotImplementedError("compress_rows works for 2D arrays only.")
+    return compress_rowcols(a, 0)
+
+
+def compress_cols(a):
+    """
+    Suppress whole columns of a 2-D array that contain masked values.
+
+    This is equivalent to ``np.ma.compress_rowcols(a, 1)``, see
+    `compress_rowcols` for details.
+
+    See Also
+    --------
+    compress_rowcols
+
+    """
+    a = asarray(a)
+    if a.ndim != 2:
+        raise NotImplementedError("compress_cols works for 2D arrays only.")
+    return compress_rowcols(a, 1)
+
+
+def mask_rows(a, axis=np._NoValue):
+    """
+    Mask rows of a 2D array that contain masked values.
+
+    This function is a shortcut to ``mask_rowcols`` with `axis` equal to 0.
+
+    See Also
+    --------
+    mask_rowcols : Mask rows and/or columns of a 2D array.
+    masked_where : Mask where a condition is met.
+
+    Examples
+    --------
+    >>> import numpy.ma as ma
+    >>> a = np.zeros((3, 3), dtype=int)
+    >>> a[1, 1] = 1
+    >>> a
+    array([[0, 0, 0],
+           [0, 1, 0],
+           [0, 0, 0]])
+    >>> a = ma.masked_equal(a, 1)
+    >>> a
+    masked_array(
+      data=[[0, 0, 0],
+            [0, --, 0],
+            [0, 0, 0]],
+      mask=[[False, False, False],
+            [False,  True, False],
+            [False, False, False]],
+      fill_value=1)
+
+    >>> ma.mask_rows(a)
+    masked_array(
+      data=[[0, 0, 0],
+            [--, --, --],
+            [0, 0, 0]],
+      mask=[[False, False, False],
+            [ True,  True,  True],
+            [False, False, False]],
+      fill_value=1)
+
+    """
+    if axis is not np._NoValue:
+        # remove the axis argument when this deprecation expires
+        # NumPy 1.18.0, 2019-11-28
+        warnings.warn(
+            "The axis argument has always been ignored, in future passing it "
+            "will raise TypeError", DeprecationWarning, stacklevel=2)
+    return mask_rowcols(a, 0)
+
+
+def mask_cols(a, axis=np._NoValue):
+    """
+    Mask columns of a 2D array that contain masked values.
+
+    This function is a shortcut to ``mask_rowcols`` with `axis` equal to 1.
+
+    See Also
+    --------
+    mask_rowcols : Mask rows and/or columns of a 2D array.
+    masked_where : Mask where a condition is met.
+
+    Examples
+    --------
+    >>> import numpy.ma as ma
+    >>> a = np.zeros((3, 3), dtype=int)
+    >>> a[1, 1] = 1
+    >>> a
+    array([[0, 0, 0],
+           [0, 1, 0],
+           [0, 0, 0]])
+    >>> a = ma.masked_equal(a, 1)
+    >>> a
+    masked_array(
+      data=[[0, 0, 0],
+            [0, --, 0],
+            [0, 0, 0]],
+      mask=[[False, False, False],
+            [False,  True, False],
+            [False, False, False]],
+      fill_value=1)
+    >>> ma.mask_cols(a)
+    masked_array(
+      data=[[0, --, 0],
+            [0, --, 0],
+            [0, --, 0]],
+      mask=[[False,  True, False],
+            [False,  True, False],
+            [False,  True, False]],
+      fill_value=1)
+
+    """
+    if axis is not np._NoValue:
+        # remove the axis argument when this deprecation expires
+        # NumPy 1.18.0, 2019-11-28
+        warnings.warn(
+            "The axis argument has always been ignored, in future passing it "
+            "will raise TypeError", DeprecationWarning, stacklevel=2)
+    return mask_rowcols(a, 1)
+
+
+#####--------------------------------------------------------------------------
+#---- --- arraysetops ---
+#####--------------------------------------------------------------------------
+
+def ediff1d(arr, to_end=None, to_begin=None):
+    """
+    Compute the differences between consecutive elements of an array.
+
+    This function is the equivalent of `numpy.ediff1d` that takes masked
+    values into account, see `numpy.ediff1d` for details.
+
+    See Also
+    --------
+    numpy.ediff1d : Equivalent function for ndarrays.
+
+    """
+    arr = ma.asanyarray(arr).flat
+    ed = arr[1:] - arr[:-1]
+    arrays = [ed]
+    #
+    if to_begin is not None:
+        arrays.insert(0, to_begin)
+    if to_end is not None:
+        arrays.append(to_end)
+    #
+    if len(arrays) != 1:
+        # We'll save ourselves a copy of a potentially large array in the common
+        # case where neither to_begin or to_end was given.
+        ed = hstack(arrays)
+    #
+    return ed
+
+
+def unique(ar1, return_index=False, return_inverse=False):
+    """
+    Finds the unique elements of an array.
+
+    Masked values are considered the same element (masked). The output array
+    is always a masked array. See `numpy.unique` for more details.
+
+    See Also
+    --------
+    numpy.unique : Equivalent function for ndarrays.
+
+    """
+    output = np.unique(ar1,
+                       return_index=return_index,
+                       return_inverse=return_inverse)
+    if isinstance(output, tuple):
+        output = list(output)
+        output[0] = output[0].view(MaskedArray)
+        output = tuple(output)
+    else:
+        output = output.view(MaskedArray)
+    return output
+
+
+def intersect1d(ar1, ar2, assume_unique=False):
+    """
+    Returns the unique elements common to both arrays.
+
+    Masked values are considered equal one to the other.
+    The output is always a masked array.
+
+    See `numpy.intersect1d` for more details.
+
+    See Also
+    --------
+    numpy.intersect1d : Equivalent function for ndarrays.
+
+    Examples
+    --------
+    >>> x = np.ma.array([1, 3, 3, 3], mask=[0, 0, 0, 1])
+    >>> y = np.ma.array([3, 1, 1, 1], mask=[0, 0, 0, 1])
+    >>> np.ma.intersect1d(x, y)
+    masked_array(data=[1, 3, --],
+                 mask=[False, False,  True],
+           fill_value=999999)
+
+    """
+    if assume_unique:
+        aux = ma.concatenate((ar1, ar2))
+    else:
+        # Might be faster than unique( intersect1d( ar1, ar2 ) )?
+        aux = ma.concatenate((unique(ar1), unique(ar2)))
+    aux.sort()
+    return aux[:-1][aux[1:] == aux[:-1]]
+
+
+def setxor1d(ar1, ar2, assume_unique=False):
+    """
+    Set exclusive-or of 1-D arrays with unique elements.
+
+    The output is always a masked array. See `numpy.setxor1d` for more details.
+
+    See Also
+    --------
+    numpy.setxor1d : Equivalent function for ndarrays.
+
+    """
+    if not assume_unique:
+        ar1 = unique(ar1)
+        ar2 = unique(ar2)
+
+    aux = ma.concatenate((ar1, ar2))
+    if aux.size == 0:
+        return aux
+    aux.sort()
+    auxf = aux.filled()
+#    flag = ediff1d( aux, to_end = 1, to_begin = 1 ) == 0
+    flag = ma.concatenate(([True], (auxf[1:] != auxf[:-1]), [True]))
+#    flag2 = ediff1d( flag ) == 0
+    flag2 = (flag[1:] == flag[:-1])
+    return aux[flag2]
+
+
+def in1d(ar1, ar2, assume_unique=False, invert=False):
+    """
+    Test whether each element of an array is also present in a second
+    array.
+
+    The output is always a masked array. See `numpy.in1d` for more details.
+
+    We recommend using :func:`isin` instead of `in1d` for new code.
+
+    See Also
+    --------
+    isin       : Version of this function that preserves the shape of ar1.
+    numpy.in1d : Equivalent function for ndarrays.
+
+    Notes
+    -----
+    .. versionadded:: 1.4.0
+
+    """
+    if not assume_unique:
+        ar1, rev_idx = unique(ar1, return_inverse=True)
+        ar2 = unique(ar2)
+
+    ar = ma.concatenate((ar1, ar2))
+    # We need this to be a stable sort, so always use 'mergesort'
+    # here. The values from the first array should always come before
+    # the values from the second array.
+    order = ar.argsort(kind='mergesort')
+    sar = ar[order]
+    if invert:
+        bool_ar = (sar[1:] != sar[:-1])
+    else:
+        bool_ar = (sar[1:] == sar[:-1])
+    flag = ma.concatenate((bool_ar, [invert]))
+    indx = order.argsort(kind='mergesort')[:len(ar1)]
+
+    if assume_unique:
+        return flag[indx]
+    else:
+        return flag[indx][rev_idx]
+
+
+def isin(element, test_elements, assume_unique=False, invert=False):
+    """
+    Calculates `element in test_elements`, broadcasting over
+    `element` only.
+
+    The output is always a masked array of the same shape as `element`.
+    See `numpy.isin` for more details.
+
+    See Also
+    --------
+    in1d       : Flattened version of this function.
+    numpy.isin : Equivalent function for ndarrays.
+
+    Notes
+    -----
+    .. versionadded:: 1.13.0
+
+    """
+    element = ma.asarray(element)
+    return in1d(element, test_elements, assume_unique=assume_unique,
+                invert=invert).reshape(element.shape)
+
+
+def union1d(ar1, ar2):
+    """
+    Union of two arrays.
+
+    The output is always a masked array. See `numpy.union1d` for more details.
+
+    See Also
+    --------
+    numpy.union1d : Equivalent function for ndarrays.
+
+    """
+    return unique(ma.concatenate((ar1, ar2), axis=None))
+
+
+def setdiff1d(ar1, ar2, assume_unique=False):
+    """
+    Set difference of 1D arrays with unique elements.
+
+    The output is always a masked array. See `numpy.setdiff1d` for more
+    details.
+
+    See Also
+    --------
+    numpy.setdiff1d : Equivalent function for ndarrays.
+
+    Examples
+    --------
+    >>> x = np.ma.array([1, 2, 3, 4], mask=[0, 1, 0, 1])
+    >>> np.ma.setdiff1d(x, [1, 2])
+    masked_array(data=[3, --],
+                 mask=[False,  True],
+           fill_value=999999)
+
+    """
+    if assume_unique:
+        ar1 = ma.asarray(ar1).ravel()
+    else:
+        ar1 = unique(ar1)
+        ar2 = unique(ar2)
+    return ar1[in1d(ar1, ar2, assume_unique=True, invert=True)]
+
+
+###############################################################################
+#                                Covariance                                   #
+###############################################################################
+
+
+def _covhelper(x, y=None, rowvar=True, allow_masked=True):
+    """
+    Private function for the computation of covariance and correlation
+    coefficients.
+
+    """
+    x = ma.array(x, ndmin=2, copy=True, dtype=float)
+    xmask = ma.getmaskarray(x)
+    # Quick exit if we can't process masked data
+    if not allow_masked and xmask.any():
+        raise ValueError("Cannot process masked data.")
+    #
+    if x.shape[0] == 1:
+        rowvar = True
+    # Make sure that rowvar is either 0 or 1
+    rowvar = int(bool(rowvar))
+    axis = 1 - rowvar
+    if rowvar:
+        tup = (slice(None), None)
+    else:
+        tup = (None, slice(None))
+    #
+    if y is None:
+        xnotmask = np.logical_not(xmask).astype(int)
+    else:
+        y = array(y, copy=False, ndmin=2, dtype=float)
+        ymask = ma.getmaskarray(y)
+        if not allow_masked and ymask.any():
+            raise ValueError("Cannot process masked data.")
+        if xmask.any() or ymask.any():
+            if y.shape == x.shape:
+                # Define some common mask
+                common_mask = np.logical_or(xmask, ymask)
+                if common_mask is not nomask:
+                    xmask = x._mask = y._mask = ymask = common_mask
+                    x._sharedmask = False
+                    y._sharedmask = False
+        x = ma.concatenate((x, y), axis)
+        xnotmask = np.logical_not(np.concatenate((xmask, ymask), axis)).astype(int)
+    x -= x.mean(axis=rowvar)[tup]
+    return (x, xnotmask, rowvar)
+
+
+def cov(x, y=None, rowvar=True, bias=False, allow_masked=True, ddof=None):
+    """
+    Estimate the covariance matrix.
+
+    Except for the handling of missing data this function does the same as
+    `numpy.cov`. For more details and examples, see `numpy.cov`.
+
+    By default, masked values are recognized as such. If `x` and `y` have the
+    same shape, a common mask is allocated: if ``x[i,j]`` is masked, then
+    ``y[i,j]`` will also be masked.
+    Setting `allow_masked` to False will raise an exception if values are
+    missing in either of the input arrays.
+
+    Parameters
+    ----------
+    x : array_like
+        A 1-D or 2-D array containing multiple variables and observations.
+        Each row of `x` represents a variable, and each column a single
+        observation of all those variables. Also see `rowvar` below.
+    y : array_like, optional
+        An additional set of variables and observations. `y` has the same
+        shape as `x`.
+    rowvar : bool, optional
+        If `rowvar` is True (default), then each row represents a
+        variable, with observations in the columns. Otherwise, the relationship
+        is transposed: each column represents a variable, while the rows
+        contain observations.
+    bias : bool, optional
+        Default normalization (False) is by ``(N-1)``, where ``N`` is the
+        number of observations given (unbiased estimate). If `bias` is True,
+        then normalization is by ``N``. This keyword can be overridden by
+        the keyword ``ddof`` in numpy versions >= 1.5.
+    allow_masked : bool, optional
+        If True, masked values are propagated pair-wise: if a value is masked
+        in `x`, the corresponding value is masked in `y`.
+        If False, raises a `ValueError` exception when some values are missing.
+    ddof : {None, int}, optional
+        If not ``None`` normalization is by ``(N - ddof)``, where ``N`` is
+        the number of observations; this overrides the value implied by
+        ``bias``. The default value is ``None``.
+
+        .. versionadded:: 1.5
+
+    Raises
+    ------
+    ValueError
+        Raised if some values are missing and `allow_masked` is False.
+
+    See Also
+    --------
+    numpy.cov
+
+    """
+    # Check inputs
+    if ddof is not None and ddof != int(ddof):
+        raise ValueError("ddof must be an integer")
+    # Set up ddof
+    if ddof is None:
+        if bias:
+            ddof = 0
+        else:
+            ddof = 1
+
+    (x, xnotmask, rowvar) = _covhelper(x, y, rowvar, allow_masked)
+    if not rowvar:
+        fact = np.dot(xnotmask.T, xnotmask) * 1. - ddof
+        result = (dot(x.T, x.conj(), strict=False) / fact).squeeze()
+    else:
+        fact = np.dot(xnotmask, xnotmask.T) * 1. - ddof
+        result = (dot(x, x.T.conj(), strict=False) / fact).squeeze()
+    return result
+
+
+def corrcoef(x, y=None, rowvar=True, bias=np._NoValue, allow_masked=True,
+             ddof=np._NoValue):
+    """
+    Return Pearson product-moment correlation coefficients.
+
+    Except for the handling of missing data this function does the same as
+    `numpy.corrcoef`. For more details and examples, see `numpy.corrcoef`.
+
+    Parameters
+    ----------
+    x : array_like
+        A 1-D or 2-D array containing multiple variables and observations.
+        Each row of `x` represents a variable, and each column a single
+        observation of all those variables. Also see `rowvar` below.
+    y : array_like, optional
+        An additional set of variables and observations. `y` has the same
+        shape as `x`.
+    rowvar : bool, optional
+        If `rowvar` is True (default), then each row represents a
+        variable, with observations in the columns. Otherwise, the relationship
+        is transposed: each column represents a variable, while the rows
+        contain observations.
+    bias : _NoValue, optional
+        Has no effect, do not use.
+
+        .. deprecated:: 1.10.0
+    allow_masked : bool, optional
+        If True, masked values are propagated pair-wise: if a value is masked
+        in `x`, the corresponding value is masked in `y`.
+        If False, raises an exception.  Because `bias` is deprecated, this
+        argument needs to be treated as keyword only to avoid a warning.
+    ddof : _NoValue, optional
+        Has no effect, do not use.
+
+        .. deprecated:: 1.10.0
+
+    See Also
+    --------
+    numpy.corrcoef : Equivalent function in top-level NumPy module.
+    cov : Estimate the covariance matrix.
+
+    Notes
+    -----
+    This function accepts but discards arguments `bias` and `ddof`.  This is
+    for backwards compatibility with previous versions of this function.  These
+    arguments had no effect on the return values of the function and can be
+    safely ignored in this and previous versions of numpy.
+    """
+    msg = 'bias and ddof have no effect and are deprecated'
+    if bias is not np._NoValue or ddof is not np._NoValue:
+        # 2015-03-15, 1.10
+        warnings.warn(msg, DeprecationWarning, stacklevel=2)
+    # Get the data
+    (x, xnotmask, rowvar) = _covhelper(x, y, rowvar, allow_masked)
+    # Compute the covariance matrix
+    if not rowvar:
+        fact = np.dot(xnotmask.T, xnotmask) * 1.
+        c = (dot(x.T, x.conj(), strict=False) / fact).squeeze()
+    else:
+        fact = np.dot(xnotmask, xnotmask.T) * 1.
+        c = (dot(x, x.T.conj(), strict=False) / fact).squeeze()
+    # Check whether we have a scalar
+    try:
+        diag = ma.diagonal(c)
+    except ValueError:
+        return 1
+    #
+    if xnotmask.all():
+        _denom = ma.sqrt(ma.multiply.outer(diag, diag))
+    else:
+        _denom = diagflat(diag)
+        _denom._sharedmask = False  # We know return is always a copy
+        n = x.shape[1 - rowvar]
+        if rowvar:
+            for i in range(n - 1):
+                for j in range(i + 1, n):
+                    _x = mask_cols(vstack((x[i], x[j]))).var(axis=1)
+                    _denom[i, j] = _denom[j, i] = ma.sqrt(ma.multiply.reduce(_x))
+        else:
+            for i in range(n - 1):
+                for j in range(i + 1, n):
+                    _x = mask_cols(
+                            vstack((x[:, i], x[:, j]))).var(axis=1)
+                    _denom[i, j] = _denom[j, i] = ma.sqrt(ma.multiply.reduce(_x))
+    return c / _denom
+
+#####--------------------------------------------------------------------------
+#---- --- Concatenation helpers ---
+#####--------------------------------------------------------------------------
+
+class MAxisConcatenator(AxisConcatenator):
+    """
+    Translate slice objects to concatenation along an axis.
+
+    For documentation on usage, see `mr_class`.
+
+    See Also
+    --------
+    mr_class
+
+    """
+    concatenate = staticmethod(concatenate)
+
+    @classmethod
+    def makemat(cls, arr):
+        # There used to be a view as np.matrix here, but we may eventually
+        # deprecate that class. In preparation, we use the unmasked version
+        # to construct the matrix (with copy=False for backwards compatibility
+        # with the .view)
+        data = super().makemat(arr.data, copy=False)
+        return array(data, mask=arr.mask)
+
+    def __getitem__(self, key):
+        # matrix builder syntax, like 'a, b; c, d'
+        if isinstance(key, str):
+            raise MAError("Unavailable for masked array.")
+
+        return super().__getitem__(key)
+
+
+class mr_class(MAxisConcatenator):
+    """
+    Translate slice objects to concatenation along the first axis.
+
+    This is the masked array version of `lib.index_tricks.RClass`.
+
+    See Also
+    --------
+    lib.index_tricks.RClass
+
+    Examples
+    --------
+    >>> np.ma.mr_[np.ma.array([1,2,3]), 0, 0, np.ma.array([4,5,6])]
+    masked_array(data=[1, 2, 3, ..., 4, 5, 6],
+                 mask=False,
+           fill_value=999999)
+
+    """
+    def __init__(self):
+        MAxisConcatenator.__init__(self, 0)
+
+mr_ = mr_class()
+
+
+#####--------------------------------------------------------------------------
+#---- Find unmasked data ---
+#####--------------------------------------------------------------------------
+
+def ndenumerate(a, compressed=True):
+    """
+    Multidimensional index iterator.
+
+    Return an iterator yielding pairs of array coordinates and values,
+    skipping elements that are masked. With `compressed=False`,
+    `ma.masked` is yielded as the value of masked elements. This
+    behavior differs from that of `numpy.ndenumerate`, which yields the
+    value of the underlying data array.
+
+    Notes
+    -----
+    .. versionadded:: 1.23.0
+
+    Parameters
+    ----------
+    a : array_like
+        An array with (possibly) masked elements.
+    compressed : bool, optional
+        If True (default), masked elements are skipped.
+
+    See Also
+    --------
+    numpy.ndenumerate : Equivalent function ignoring any mask.
+
+    Examples
+    --------
+    >>> a = np.ma.arange(9).reshape((3, 3))
+    >>> a[1, 0] = np.ma.masked
+    >>> a[1, 2] = np.ma.masked
+    >>> a[2, 1] = np.ma.masked
+    >>> a
+    masked_array(
+      data=[[0, 1, 2],
+            [--, 4, --],
+            [6, --, 8]],
+      mask=[[False, False, False],
+            [ True, False,  True],
+            [False,  True, False]],
+      fill_value=999999)
+    >>> for index, x in np.ma.ndenumerate(a):
+    ...     print(index, x)
+    (0, 0) 0
+    (0, 1) 1
+    (0, 2) 2
+    (1, 1) 4
+    (2, 0) 6
+    (2, 2) 8
+
+    >>> for index, x in np.ma.ndenumerate(a, compressed=False):
+    ...     print(index, x)
+    (0, 0) 0
+    (0, 1) 1
+    (0, 2) 2
+    (1, 0) --
+    (1, 1) 4
+    (1, 2) --
+    (2, 0) 6
+    (2, 1) --
+    (2, 2) 8
+    """
+    for it, mask in zip(np.ndenumerate(a), getmaskarray(a).flat):
+        if not mask:
+            yield it
+        elif not compressed:
+            yield it[0], masked
+
+
+def flatnotmasked_edges(a):
+    """
+    Find the indices of the first and last unmasked values.
+
+    Expects a 1-D `MaskedArray`, returns None if all values are masked.
+
+    Parameters
+    ----------
+    a : array_like
+        Input 1-D `MaskedArray`
+
+    Returns
+    -------
+    edges : ndarray or None
+        The indices of first and last non-masked value in the array.
+        Returns None if all values are masked.
+
+    See Also
+    --------
+    flatnotmasked_contiguous, notmasked_contiguous, notmasked_edges
+    clump_masked, clump_unmasked
+
+    Notes
+    -----
+    Only accepts 1-D arrays.
+
+    Examples
+    --------
+    >>> a = np.ma.arange(10)
+    >>> np.ma.flatnotmasked_edges(a)
+    array([0, 9])
+
+    >>> mask = (a < 3) | (a > 8) | (a == 5)
+    >>> a[mask] = np.ma.masked
+    >>> np.array(a[~a.mask])
+    array([3, 4, 6, 7, 8])
+
+    >>> np.ma.flatnotmasked_edges(a)
+    array([3, 8])
+
+    >>> a[:] = np.ma.masked
+    >>> print(np.ma.flatnotmasked_edges(a))
+    None
+
+    """
+    m = getmask(a)
+    if m is nomask or not np.any(m):
+        return np.array([0, a.size - 1])
+    unmasked = np.flatnonzero(~m)
+    if len(unmasked) > 0:
+        return unmasked[[0, -1]]
+    else:
+        return None
+
+
+def notmasked_edges(a, axis=None):
+    """
+    Find the indices of the first and last unmasked values along an axis.
+
+    If all values are masked, return None.  Otherwise, return a list
+    of two tuples, corresponding to the indices of the first and last
+    unmasked values respectively.
+
+    Parameters
+    ----------
+    a : array_like
+        The input array.
+    axis : int, optional
+        Axis along which to perform the operation.
+        If None (default), applies to a flattened version of the array.
+
+    Returns
+    -------
+    edges : ndarray or list
+        An array of start and end indexes if there are any masked data in
+        the array. If there are no masked data in the array, `edges` is a
+        list of the first and last index.
+
+    See Also
+    --------
+    flatnotmasked_contiguous, flatnotmasked_edges, notmasked_contiguous
+    clump_masked, clump_unmasked
+
+    Examples
+    --------
+    >>> a = np.arange(9).reshape((3, 3))
+    >>> m = np.zeros_like(a)
+    >>> m[1:, 1:] = 1
+
+    >>> am = np.ma.array(a, mask=m)
+    >>> np.array(am[~am.mask])
+    array([0, 1, 2, 3, 6])
+
+    >>> np.ma.notmasked_edges(am)
+    array([0, 6])
+
+    """
+    a = asarray(a)
+    if axis is None or a.ndim == 1:
+        return flatnotmasked_edges(a)
+    m = getmaskarray(a)
+    idx = array(np.indices(a.shape), mask=np.asarray([m] * a.ndim))
+    return [tuple([idx[i].min(axis).compressed() for i in range(a.ndim)]),
+            tuple([idx[i].max(axis).compressed() for i in range(a.ndim)]), ]
+
+
+def flatnotmasked_contiguous(a):
+    """
+    Find contiguous unmasked data in a masked array.
+
+    Parameters
+    ----------
+    a : array_like
+        The input array.
+
+    Returns
+    -------
+    slice_list : list
+        A sorted sequence of `slice` objects (start index, end index).
+
+        .. versionchanged:: 1.15.0
+            Now returns an empty list instead of None for a fully masked array
+
+    See Also
+    --------
+    flatnotmasked_edges, notmasked_contiguous, notmasked_edges
+    clump_masked, clump_unmasked
+
+    Notes
+    -----
+    Only accepts 2-D arrays at most.
+
+    Examples
+    --------
+    >>> a = np.ma.arange(10)
+    >>> np.ma.flatnotmasked_contiguous(a)
+    [slice(0, 10, None)]
+
+    >>> mask = (a < 3) | (a > 8) | (a == 5)
+    >>> a[mask] = np.ma.masked
+    >>> np.array(a[~a.mask])
+    array([3, 4, 6, 7, 8])
+
+    >>> np.ma.flatnotmasked_contiguous(a)
+    [slice(3, 5, None), slice(6, 9, None)]
+    >>> a[:] = np.ma.masked
+    >>> np.ma.flatnotmasked_contiguous(a)
+    []
+
+    """
+    m = getmask(a)
+    if m is nomask:
+        return [slice(0, a.size)]
+    i = 0
+    result = []
+    for (k, g) in itertools.groupby(m.ravel()):
+        n = len(list(g))
+        if not k:
+            result.append(slice(i, i + n))
+        i += n
+    return result
+
+
+def notmasked_contiguous(a, axis=None):
+    """
+    Find contiguous unmasked data in a masked array along the given axis.
+
+    Parameters
+    ----------
+    a : array_like
+        The input array.
+    axis : int, optional
+        Axis along which to perform the operation.
+        If None (default), applies to a flattened version of the array, and this
+        is the same as `flatnotmasked_contiguous`.
+
+    Returns
+    -------
+    endpoints : list
+        A list of slices (start and end indexes) of unmasked indexes
+        in the array.
+
+        If the input is 2d and axis is specified, the result is a list of lists.
+
+    See Also
+    --------
+    flatnotmasked_edges, flatnotmasked_contiguous, notmasked_edges
+    clump_masked, clump_unmasked
+
+    Notes
+    -----
+    Only accepts 2-D arrays at most.
+
+    Examples
+    --------
+    >>> a = np.arange(12).reshape((3, 4))
+    >>> mask = np.zeros_like(a)
+    >>> mask[1:, :-1] = 1; mask[0, 1] = 1; mask[-1, 0] = 0
+    >>> ma = np.ma.array(a, mask=mask)
+    >>> ma
+    masked_array(
+      data=[[0, --, 2, 3],
+            [--, --, --, 7],
+            [8, --, --, 11]],
+      mask=[[False,  True, False, False],
+            [ True,  True,  True, False],
+            [False,  True,  True, False]],
+      fill_value=999999)
+    >>> np.array(ma[~ma.mask])
+    array([ 0,  2,  3,  7, 8, 11])
+
+    >>> np.ma.notmasked_contiguous(ma)
+    [slice(0, 1, None), slice(2, 4, None), slice(7, 9, None), slice(11, 12, None)]
+
+    >>> np.ma.notmasked_contiguous(ma, axis=0)
+    [[slice(0, 1, None), slice(2, 3, None)], [], [slice(0, 1, None)], [slice(0, 3, None)]]
+
+    >>> np.ma.notmasked_contiguous(ma, axis=1)
+    [[slice(0, 1, None), slice(2, 4, None)], [slice(3, 4, None)], [slice(0, 1, None), slice(3, 4, None)]]
+
+    """
+    a = asarray(a)
+    nd = a.ndim
+    if nd > 2:
+        raise NotImplementedError("Currently limited to atmost 2D array.")
+    if axis is None or nd == 1:
+        return flatnotmasked_contiguous(a)
+    #
+    result = []
+    #
+    other = (axis + 1) % 2
+    idx = [0, 0]
+    idx[axis] = slice(None, None)
+    #
+    for i in range(a.shape[other]):
+        idx[other] = i
+        result.append(flatnotmasked_contiguous(a[tuple(idx)]))
+    return result
+
+
+def _ezclump(mask):
+    """
+    Finds the clumps (groups of data with the same values) for a 1D bool array.
+
+    Returns a series of slices.
+    """
+    if mask.ndim > 1:
+        mask = mask.ravel()
+    idx = (mask[1:] ^ mask[:-1]).nonzero()
+    idx = idx[0] + 1
+
+    if mask[0]:
+        if len(idx) == 0:
+            return [slice(0, mask.size)]
+
+        r = [slice(0, idx[0])]
+        r.extend((slice(left, right)
+                  for left, right in zip(idx[1:-1:2], idx[2::2])))
+    else:
+        if len(idx) == 0:
+            return []
+
+        r = [slice(left, right) for left, right in zip(idx[:-1:2], idx[1::2])]
+
+    if mask[-1]:
+        r.append(slice(idx[-1], mask.size))
+    return r
+
+
+def clump_unmasked(a):
+    """
+    Return list of slices corresponding to the unmasked clumps of a 1-D array.
+    (A "clump" is defined as a contiguous region of the array).
+
+    Parameters
+    ----------
+    a : ndarray
+        A one-dimensional masked array.
+
+    Returns
+    -------
+    slices : list of slice
+        The list of slices, one for each continuous region of unmasked
+        elements in `a`.
+
+    Notes
+    -----
+    .. versionadded:: 1.4.0
+
+    See Also
+    --------
+    flatnotmasked_edges, flatnotmasked_contiguous, notmasked_edges
+    notmasked_contiguous, clump_masked
+
+    Examples
+    --------
+    >>> a = np.ma.masked_array(np.arange(10))
+    >>> a[[0, 1, 2, 6, 8, 9]] = np.ma.masked
+    >>> np.ma.clump_unmasked(a)
+    [slice(3, 6, None), slice(7, 8, None)]
+
+    """
+    mask = getattr(a, '_mask', nomask)
+    if mask is nomask:
+        return [slice(0, a.size)]
+    return _ezclump(~mask)
+
+
+def clump_masked(a):
+    """
+    Returns a list of slices corresponding to the masked clumps of a 1-D array.
+    (A "clump" is defined as a contiguous region of the array).
+
+    Parameters
+    ----------
+    a : ndarray
+        A one-dimensional masked array.
+
+    Returns
+    -------
+    slices : list of slice
+        The list of slices, one for each continuous region of masked elements
+        in `a`.
+
+    Notes
+    -----
+    .. versionadded:: 1.4.0
+
+    See Also
+    --------
+    flatnotmasked_edges, flatnotmasked_contiguous, notmasked_edges
+    notmasked_contiguous, clump_unmasked
+
+    Examples
+    --------
+    >>> a = np.ma.masked_array(np.arange(10))
+    >>> a[[0, 1, 2, 6, 8, 9]] = np.ma.masked
+    >>> np.ma.clump_masked(a)
+    [slice(0, 3, None), slice(6, 7, None), slice(8, 10, None)]
+
+    """
+    mask = ma.getmask(a)
+    if mask is nomask:
+        return []
+    return _ezclump(mask)
+
+
+###############################################################################
+#                              Polynomial fit                                 #
+###############################################################################
+
+
+def vander(x, n=None):
+    """
+    Masked values in the input array result in rows of zeros.
+
+    """
+    _vander = np.vander(x, n)
+    m = getmask(x)
+    if m is not nomask:
+        _vander[m] = 0
+    return _vander
+
+vander.__doc__ = ma.doc_note(np.vander.__doc__, vander.__doc__)
+
+
+def polyfit(x, y, deg, rcond=None, full=False, w=None, cov=False):
+    """
+    Any masked values in x is propagated in y, and vice-versa.
+
+    """
+    x = asarray(x)
+    y = asarray(y)
+
+    m = getmask(x)
+    if y.ndim == 1:
+        m = mask_or(m, getmask(y))
+    elif y.ndim == 2:
+        my = getmask(mask_rows(y))
+        if my is not nomask:
+            m = mask_or(m, my[:, 0])
+    else:
+        raise TypeError("Expected a 1D or 2D array for y!")
+
+    if w is not None:
+        w = asarray(w)
+        if w.ndim != 1:
+            raise TypeError("expected a 1-d array for weights")
+        if w.shape[0] != y.shape[0]:
+            raise TypeError("expected w and y to have the same length")
+        m = mask_or(m, getmask(w))
+
+    if m is not nomask:
+        not_m = ~m
+        if w is not None:
+            w = w[not_m]
+        return np.polyfit(x[not_m], y[not_m], deg, rcond, full, w, cov)
+    else:
+        return np.polyfit(x, y, deg, rcond, full, w, cov)
+
+polyfit.__doc__ = ma.doc_note(np.polyfit.__doc__, polyfit.__doc__)
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+# pylint: disable-msg=W0611, W0612, W0511
+"""Tests suite for MaskedArray.
+Adapted from the original test_ma by Pierre Gerard-Marchant
+
+:author: Pierre Gerard-Marchant
+:contact: pierregm_at_uga_dot_edu
+:version: $Id: test_extras.py 3473 2007-10-29 15:18:13Z jarrod.millman $
+
+"""
+import warnings
+import itertools
+import pytest
+
+import numpy as np
+from numpy.testing import (
+    assert_warns, suppress_warnings
+    )
+from numpy.ma.testutils import (
+    assert_, assert_array_equal, assert_equal, assert_almost_equal
+    )
+from numpy.ma.core import (
+    array, arange, masked, MaskedArray, masked_array, getmaskarray, shape,
+    nomask, ones, zeros, count
+    )
+from numpy.ma.extras import (
+    atleast_1d, atleast_2d, atleast_3d, mr_, dot, polyfit, cov, corrcoef,
+    median, average, unique, setxor1d, setdiff1d, union1d, intersect1d, in1d,
+    ediff1d, apply_over_axes, apply_along_axis, compress_nd, compress_rowcols,
+    mask_rowcols, clump_masked, clump_unmasked, flatnotmasked_contiguous,
+    notmasked_contiguous, notmasked_edges, masked_all, masked_all_like, isin,
+    diagflat, ndenumerate, stack, vstack
+    )
+
+
+class TestGeneric:
+    #
+    def test_masked_all(self):
+        # Tests masked_all
+        # Standard dtype
+        test = masked_all((2,), dtype=float)
+        control = array([1, 1], mask=[1, 1], dtype=float)
+        assert_equal(test, control)
+        # Flexible dtype
+        dt = np.dtype({'names': ['a', 'b'], 'formats': ['f', 'f']})
+        test = masked_all((2,), dtype=dt)
+        control = array([(0, 0), (0, 0)], mask=[(1, 1), (1, 1)], dtype=dt)
+        assert_equal(test, control)
+        test = masked_all((2, 2), dtype=dt)
+        control = array([[(0, 0), (0, 0)], [(0, 0), (0, 0)]],
+                        mask=[[(1, 1), (1, 1)], [(1, 1), (1, 1)]],
+                        dtype=dt)
+        assert_equal(test, control)
+        # Nested dtype
+        dt = np.dtype([('a', 'f'), ('b', [('ba', 'f'), ('bb', 'f')])])
+        test = masked_all((2,), dtype=dt)
+        control = array([(1, (1, 1)), (1, (1, 1))],
+                        mask=[(1, (1, 1)), (1, (1, 1))], dtype=dt)
+        assert_equal(test, control)
+        test = masked_all((2,), dtype=dt)
+        control = array([(1, (1, 1)), (1, (1, 1))],
+                        mask=[(1, (1, 1)), (1, (1, 1))], dtype=dt)
+        assert_equal(test, control)
+        test = masked_all((1, 1), dtype=dt)
+        control = array([[(1, (1, 1))]], mask=[[(1, (1, 1))]], dtype=dt)
+        assert_equal(test, control)
+
+    def test_masked_all_with_object_nested(self):
+        # Test masked_all works with nested array with dtype of an 'object'
+        # refers to issue #15895
+        my_dtype = np.dtype([('b', ([('c', object)], (1,)))])
+        masked_arr = np.ma.masked_all((1,), my_dtype)
+
+        assert_equal(type(masked_arr['b']), np.ma.core.MaskedArray)
+        assert_equal(type(masked_arr['b']['c']), np.ma.core.MaskedArray)
+        assert_equal(len(masked_arr['b']['c']), 1)
+        assert_equal(masked_arr['b']['c'].shape, (1, 1))
+        assert_equal(masked_arr['b']['c']._fill_value.shape, ())
+
+    def test_masked_all_with_object(self):
+        # same as above except that the array is not nested
+        my_dtype = np.dtype([('b', (object, (1,)))])
+        masked_arr = np.ma.masked_all((1,), my_dtype)
+
+        assert_equal(type(masked_arr['b']), np.ma.core.MaskedArray)
+        assert_equal(len(masked_arr['b']), 1)
+        assert_equal(masked_arr['b'].shape, (1, 1))
+        assert_equal(masked_arr['b']._fill_value.shape, ())
+
+    def test_masked_all_like(self):
+        # Tests masked_all
+        # Standard dtype
+        base = array([1, 2], dtype=float)
+        test = masked_all_like(base)
+        control = array([1, 1], mask=[1, 1], dtype=float)
+        assert_equal(test, control)
+        # Flexible dtype
+        dt = np.dtype({'names': ['a', 'b'], 'formats': ['f', 'f']})
+        base = array([(0, 0), (0, 0)], mask=[(1, 1), (1, 1)], dtype=dt)
+        test = masked_all_like(base)
+        control = array([(10, 10), (10, 10)], mask=[(1, 1), (1, 1)], dtype=dt)
+        assert_equal(test, control)
+        # Nested dtype
+        dt = np.dtype([('a', 'f'), ('b', [('ba', 'f'), ('bb', 'f')])])
+        control = array([(1, (1, 1)), (1, (1, 1))],
+                        mask=[(1, (1, 1)), (1, (1, 1))], dtype=dt)
+        test = masked_all_like(control)
+        assert_equal(test, control)
+
+    def check_clump(self, f):
+        for i in range(1, 7):
+            for j in range(2**i):
+                k = np.arange(i, dtype=int)
+                ja = np.full(i, j, dtype=int)
+                a = masked_array(2**k)
+                a.mask = (ja & (2**k)) != 0
+                s = 0
+                for sl in f(a):
+                    s += a.data[sl].sum()
+                if f == clump_unmasked:
+                    assert_equal(a.compressed().sum(), s)
+                else:
+                    a.mask = ~a.mask
+                    assert_equal(a.compressed().sum(), s)
+
+    def test_clump_masked(self):
+        # Test clump_masked
+        a = masked_array(np.arange(10))
+        a[[0, 1, 2, 6, 8, 9]] = masked
+        #
+        test = clump_masked(a)
+        control = [slice(0, 3), slice(6, 7), slice(8, 10)]
+        assert_equal(test, control)
+
+        self.check_clump(clump_masked)
+
+    def test_clump_unmasked(self):
+        # Test clump_unmasked
+        a = masked_array(np.arange(10))
+        a[[0, 1, 2, 6, 8, 9]] = masked
+        test = clump_unmasked(a)
+        control = [slice(3, 6), slice(7, 8), ]
+        assert_equal(test, control)
+
+        self.check_clump(clump_unmasked)
+
+    def test_flatnotmasked_contiguous(self):
+        # Test flatnotmasked_contiguous
+        a = arange(10)
+        # No mask
+        test = flatnotmasked_contiguous(a)
+        assert_equal(test, [slice(0, a.size)])
+        # mask of all false
+        a.mask = np.zeros(10, dtype=bool)
+        assert_equal(test, [slice(0, a.size)])
+        # Some mask
+        a[(a < 3) | (a > 8) | (a == 5)] = masked
+        test = flatnotmasked_contiguous(a)
+        assert_equal(test, [slice(3, 5), slice(6, 9)])
+        #
+        a[:] = masked
+        test = flatnotmasked_contiguous(a)
+        assert_equal(test, [])
+
+
+class TestAverage:
+    # Several tests of average. Why so many ? Good point...
+    def test_testAverage1(self):
+        # Test of average.
+        ott = array([0., 1., 2., 3.], mask=[True, False, False, False])
+        assert_equal(2.0, average(ott, axis=0))
+        assert_equal(2.0, average(ott, weights=[1., 1., 2., 1.]))
+        result, wts = average(ott, weights=[1., 1., 2., 1.], returned=True)
+        assert_equal(2.0, result)
+        assert_(wts == 4.0)
+        ott[:] = masked
+        assert_equal(average(ott, axis=0).mask, [True])
+        ott = array([0., 1., 2., 3.], mask=[True, False, False, False])
+        ott = ott.reshape(2, 2)
+        ott[:, 1] = masked
+        assert_equal(average(ott, axis=0), [2.0, 0.0])
+        assert_equal(average(ott, axis=1).mask[0], [True])
+        assert_equal([2., 0.], average(ott, axis=0))
+        result, wts = average(ott, axis=0, returned=True)
+        assert_equal(wts, [1., 0.])
+
+    def test_testAverage2(self):
+        # More tests of average.
+        w1 = [0, 1, 1, 1, 1, 0]
+        w2 = [[0, 1, 1, 1, 1, 0], [1, 0, 0, 0, 0, 1]]
+        x = arange(6, dtype=np.float_)
+        assert_equal(average(x, axis=0), 2.5)
+        assert_equal(average(x, axis=0, weights=w1), 2.5)
+        y = array([arange(6, dtype=np.float_), 2.0 * arange(6)])
+        assert_equal(average(y, None), np.add.reduce(np.arange(6)) * 3. / 12.)
+        assert_equal(average(y, axis=0), np.arange(6) * 3. / 2.)
+        assert_equal(average(y, axis=1),
+                     [average(x, axis=0), average(x, axis=0) * 2.0])
+        assert_equal(average(y, None, weights=w2), 20. / 6.)
+        assert_equal(average(y, axis=0, weights=w2),
+                     [0., 1., 2., 3., 4., 10.])
+        assert_equal(average(y, axis=1),
+                     [average(x, axis=0), average(x, axis=0) * 2.0])
+        m1 = zeros(6)
+        m2 = [0, 0, 1, 1, 0, 0]
+        m3 = [[0, 0, 1, 1, 0, 0], [0, 1, 1, 1, 1, 0]]
+        m4 = ones(6)
+        m5 = [0, 1, 1, 1, 1, 1]
+        assert_equal(average(masked_array(x, m1), axis=0), 2.5)
+        assert_equal(average(masked_array(x, m2), axis=0), 2.5)
+        assert_equal(average(masked_array(x, m4), axis=0).mask, [True])
+        assert_equal(average(masked_array(x, m5), axis=0), 0.0)
+        assert_equal(count(average(masked_array(x, m4), axis=0)), 0)
+        z = masked_array(y, m3)
+        assert_equal(average(z, None), 20. / 6.)
+        assert_equal(average(z, axis=0), [0., 1., 99., 99., 4.0, 7.5])
+        assert_equal(average(z, axis=1), [2.5, 5.0])
+        assert_equal(average(z, axis=0, weights=w2),
+                     [0., 1., 99., 99., 4.0, 10.0])
+
+    def test_testAverage3(self):
+        # Yet more tests of average!
+        a = arange(6)
+        b = arange(6) * 3
+        r1, w1 = average([[a, b], [b, a]], axis=1, returned=True)
+        assert_equal(shape(r1), shape(w1))
+        assert_equal(r1.shape, w1.shape)
+        r2, w2 = average(ones((2, 2, 3)), axis=0, weights=[3, 1], returned=True)
+        assert_equal(shape(w2), shape(r2))
+        r2, w2 = average(ones((2, 2, 3)), returned=True)
+        assert_equal(shape(w2), shape(r2))
+        r2, w2 = average(ones((2, 2, 3)), weights=ones((2, 2, 3)), returned=True)
+        assert_equal(shape(w2), shape(r2))
+        a2d = array([[1, 2], [0, 4]], float)
+        a2dm = masked_array(a2d, [[False, False], [True, False]])
+        a2da = average(a2d, axis=0)
+        assert_equal(a2da, [0.5, 3.0])
+        a2dma = average(a2dm, axis=0)
+        assert_equal(a2dma, [1.0, 3.0])
+        a2dma = average(a2dm, axis=None)
+        assert_equal(a2dma, 7. / 3.)
+        a2dma = average(a2dm, axis=1)
+        assert_equal(a2dma, [1.5, 4.0])
+
+    def test_testAverage4(self):
+        # Test that `keepdims` works with average
+        x = np.array([2, 3, 4]).reshape(3, 1)
+        b = np.ma.array(x, mask=[[False], [False], [True]])
+        w = np.array([4, 5, 6]).reshape(3, 1)
+        actual = average(b, weights=w, axis=1, keepdims=True)
+        desired = masked_array([[2.], [3.], [4.]], [[False], [False], [True]])
+        assert_equal(actual, desired)
+
+    def test_onintegers_with_mask(self):
+        # Test average on integers with mask
+        a = average(array([1, 2]))
+        assert_equal(a, 1.5)
+        a = average(array([1, 2, 3, 4], mask=[False, False, True, True]))
+        assert_equal(a, 1.5)
+
+    def test_complex(self):
+        # Test with complex data.
+        # (Regression test for https://github.com/numpy/numpy/issues/2684)
+        mask = np.array([[0, 0, 0, 1, 0],
+                         [0, 1, 0, 0, 0]], dtype=bool)
+        a = masked_array([[0, 1+2j, 3+4j, 5+6j, 7+8j],
+                          [9j, 0+1j, 2+3j, 4+5j, 7+7j]],
+                         mask=mask)
+
+        av = average(a)
+        expected = np.average(a.compressed())
+        assert_almost_equal(av.real, expected.real)
+        assert_almost_equal(av.imag, expected.imag)
+
+        av0 = average(a, axis=0)
+        expected0 = average(a.real, axis=0) + average(a.imag, axis=0)*1j
+        assert_almost_equal(av0.real, expected0.real)
+        assert_almost_equal(av0.imag, expected0.imag)
+
+        av1 = average(a, axis=1)
+        expected1 = average(a.real, axis=1) + average(a.imag, axis=1)*1j
+        assert_almost_equal(av1.real, expected1.real)
+        assert_almost_equal(av1.imag, expected1.imag)
+
+        # Test with the 'weights' argument.
+        wts = np.array([[0.5, 1.0, 2.0, 1.0, 0.5],
+                        [1.0, 1.0, 1.0, 1.0, 1.0]])
+        wav = average(a, weights=wts)
+        expected = np.average(a.compressed(), weights=wts[~mask])
+        assert_almost_equal(wav.real, expected.real)
+        assert_almost_equal(wav.imag, expected.imag)
+
+        wav0 = average(a, weights=wts, axis=0)
+        expected0 = (average(a.real, weights=wts, axis=0) +
+                     average(a.imag, weights=wts, axis=0)*1j)
+        assert_almost_equal(wav0.real, expected0.real)
+        assert_almost_equal(wav0.imag, expected0.imag)
+
+        wav1 = average(a, weights=wts, axis=1)
+        expected1 = (average(a.real, weights=wts, axis=1) +
+                     average(a.imag, weights=wts, axis=1)*1j)
+        assert_almost_equal(wav1.real, expected1.real)
+        assert_almost_equal(wav1.imag, expected1.imag)
+
+    @pytest.mark.parametrize(
+        'x, axis, expected_avg, weights, expected_wavg, expected_wsum',
+        [([1, 2, 3], None, [2.0], [3, 4, 1], [1.75], [8.0]),
+         ([[1, 2, 5], [1, 6, 11]], 0, [[1.0, 4.0, 8.0]],
+          [1, 3], [[1.0, 5.0, 9.5]], [[4, 4, 4]])],
+    )
+    def test_basic_keepdims(self, x, axis, expected_avg,
+                            weights, expected_wavg, expected_wsum):
+        avg = np.ma.average(x, axis=axis, keepdims=True)
+        assert avg.shape == np.shape(expected_avg)
+        assert_array_equal(avg, expected_avg)
+
+        wavg = np.ma.average(x, axis=axis, weights=weights, keepdims=True)
+        assert wavg.shape == np.shape(expected_wavg)
+        assert_array_equal(wavg, expected_wavg)
+
+        wavg, wsum = np.ma.average(x, axis=axis, weights=weights,
+                                   returned=True, keepdims=True)
+        assert wavg.shape == np.shape(expected_wavg)
+        assert_array_equal(wavg, expected_wavg)
+        assert wsum.shape == np.shape(expected_wsum)
+        assert_array_equal(wsum, expected_wsum)
+
+    def test_masked_weights(self):
+        # Test with masked weights.
+        # (Regression test for https://github.com/numpy/numpy/issues/10438)
+        a = np.ma.array(np.arange(9).reshape(3, 3),
+                        mask=[[1, 0, 0], [1, 0, 0], [0, 0, 0]])
+        weights_unmasked = masked_array([5, 28, 31], mask=False)
+        weights_masked = masked_array([5, 28, 31], mask=[1, 0, 0])
+
+        avg_unmasked = average(a, axis=0,
+                               weights=weights_unmasked, returned=False)
+        expected_unmasked = np.array([6.0, 5.21875, 6.21875])
+        assert_almost_equal(avg_unmasked, expected_unmasked)
+
+        avg_masked = average(a, axis=0, weights=weights_masked, returned=False)
+        expected_masked = np.array([6.0, 5.576271186440678, 6.576271186440678])
+        assert_almost_equal(avg_masked, expected_masked)
+
+        # weights should be masked if needed
+        # depending on the array mask. This is to avoid summing
+        # masked nan or other values that are not cancelled by a zero
+        a = np.ma.array([1.0,   2.0,   3.0,  4.0],
+                   mask=[False, False, True, True])
+        avg_unmasked = average(a, weights=[1, 1, 1, np.nan])
+
+        assert_almost_equal(avg_unmasked, 1.5)
+
+        a = np.ma.array([
+            [1.0, 2.0, 3.0, 4.0],
+            [5.0, 6.0, 7.0, 8.0],
+            [9.0, 1.0, 2.0, 3.0],
+        ], mask=[
+            [False, True, True, False],
+            [True, False, True, True],
+            [True, False, True, False],
+        ])
+
+        avg_masked = np.ma.average(a, weights=[1, np.nan, 1], axis=0)
+        avg_expected = np.ma.array([1.0, np.nan, np.nan, 3.5],
+                              mask=[False, True, True, False])
+
+        assert_almost_equal(avg_masked, avg_expected)
+        assert_equal(avg_masked.mask, avg_expected.mask)
+
+
+class TestConcatenator:
+    # Tests for mr_, the equivalent of r_ for masked arrays.
+
+    def test_1d(self):
+        # Tests mr_ on 1D arrays.
+        assert_array_equal(mr_[1, 2, 3, 4, 5, 6], array([1, 2, 3, 4, 5, 6]))
+        b = ones(5)
+        m = [1, 0, 0, 0, 0]
+        d = masked_array(b, mask=m)
+        c = mr_[d, 0, 0, d]
+        assert_(isinstance(c, MaskedArray))
+        assert_array_equal(c, [1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1])
+        assert_array_equal(c.mask, mr_[m, 0, 0, m])
+
+    def test_2d(self):
+        # Tests mr_ on 2D arrays.
+        a_1 = np.random.rand(5, 5)
+        a_2 = np.random.rand(5, 5)
+        m_1 = np.round_(np.random.rand(5, 5), 0)
+        m_2 = np.round_(np.random.rand(5, 5), 0)
+        b_1 = masked_array(a_1, mask=m_1)
+        b_2 = masked_array(a_2, mask=m_2)
+        # append columns
+        d = mr_['1', b_1, b_2]
+        assert_(d.shape == (5, 10))
+        assert_array_equal(d[:, :5], b_1)
+        assert_array_equal(d[:, 5:], b_2)
+        assert_array_equal(d.mask, np.r_['1', m_1, m_2])
+        d = mr_[b_1, b_2]
+        assert_(d.shape == (10, 5))
+        assert_array_equal(d[:5,:], b_1)
+        assert_array_equal(d[5:,:], b_2)
+        assert_array_equal(d.mask, np.r_[m_1, m_2])
+
+    def test_masked_constant(self):
+        actual = mr_[np.ma.masked, 1]
+        assert_equal(actual.mask, [True, False])
+        assert_equal(actual.data[1], 1)
+
+        actual = mr_[[1, 2], np.ma.masked]
+        assert_equal(actual.mask, [False, False, True])
+        assert_equal(actual.data[:2], [1, 2])
+
+
+class TestNotMasked:
+    # Tests notmasked_edges and notmasked_contiguous.
+
+    def test_edges(self):
+        # Tests unmasked_edges
+        data = masked_array(np.arange(25).reshape(5, 5),
+                            mask=[[0, 0, 1, 0, 0],
+                                  [0, 0, 0, 1, 1],
+                                  [1, 1, 0, 0, 0],
+                                  [0, 0, 0, 0, 0],
+                                  [1, 1, 1, 0, 0]],)
+        test = notmasked_edges(data, None)
+        assert_equal(test, [0, 24])
+        test = notmasked_edges(data, 0)
+        assert_equal(test[0], [(0, 0, 1, 0, 0), (0, 1, 2, 3, 4)])
+        assert_equal(test[1], [(3, 3, 3, 4, 4), (0, 1, 2, 3, 4)])
+        test = notmasked_edges(data, 1)
+        assert_equal(test[0], [(0, 1, 2, 3, 4), (0, 0, 2, 0, 3)])
+        assert_equal(test[1], [(0, 1, 2, 3, 4), (4, 2, 4, 4, 4)])
+        #
+        test = notmasked_edges(data.data, None)
+        assert_equal(test, [0, 24])
+        test = notmasked_edges(data.data, 0)
+        assert_equal(test[0], [(0, 0, 0, 0, 0), (0, 1, 2, 3, 4)])
+        assert_equal(test[1], [(4, 4, 4, 4, 4), (0, 1, 2, 3, 4)])
+        test = notmasked_edges(data.data, -1)
+        assert_equal(test[0], [(0, 1, 2, 3, 4), (0, 0, 0, 0, 0)])
+        assert_equal(test[1], [(0, 1, 2, 3, 4), (4, 4, 4, 4, 4)])
+        #
+        data[-2] = masked
+        test = notmasked_edges(data, 0)
+        assert_equal(test[0], [(0, 0, 1, 0, 0), (0, 1, 2, 3, 4)])
+        assert_equal(test[1], [(1, 1, 2, 4, 4), (0, 1, 2, 3, 4)])
+        test = notmasked_edges(data, -1)
+        assert_equal(test[0], [(0, 1, 2, 4), (0, 0, 2, 3)])
+        assert_equal(test[1], [(0, 1, 2, 4), (4, 2, 4, 4)])
+
+    def test_contiguous(self):
+        # Tests notmasked_contiguous
+        a = masked_array(np.arange(24).reshape(3, 8),
+                         mask=[[0, 0, 0, 0, 1, 1, 1, 1],
+                               [1, 1, 1, 1, 1, 1, 1, 1],
+                               [0, 0, 0, 0, 0, 0, 1, 0]])
+        tmp = notmasked_contiguous(a, None)
+        assert_equal(tmp, [
+            slice(0, 4, None),
+            slice(16, 22, None),
+            slice(23, 24, None)
+        ])
+
+        tmp = notmasked_contiguous(a, 0)
+        assert_equal(tmp, [
+            [slice(0, 1, None), slice(2, 3, None)],
+            [slice(0, 1, None), slice(2, 3, None)],
+            [slice(0, 1, None), slice(2, 3, None)],
+            [slice(0, 1, None), slice(2, 3, None)],
+            [slice(2, 3, None)],
+            [slice(2, 3, None)],
+            [],
+            [slice(2, 3, None)]
+        ])
+        #
+        tmp = notmasked_contiguous(a, 1)
+        assert_equal(tmp, [
+            [slice(0, 4, None)],
+            [],
+            [slice(0, 6, None), slice(7, 8, None)]
+        ])
+
+
+class TestCompressFunctions:
+
+    def test_compress_nd(self):
+        # Tests compress_nd
+        x = np.array(list(range(3*4*5))).reshape(3, 4, 5)
+        m = np.zeros((3,4,5)).astype(bool)
+        m[1,1,1] = True
+        x = array(x, mask=m)
+
+        # axis=None
+        a = compress_nd(x)
+        assert_equal(a, [[[ 0,  2,  3,  4],
+                          [10, 12, 13, 14],
+                          [15, 17, 18, 19]],
+                         [[40, 42, 43, 44],
+                          [50, 52, 53, 54],
+                          [55, 57, 58, 59]]])
+
+        # axis=0
+        a = compress_nd(x, 0)
+        assert_equal(a, [[[ 0,  1,  2,  3,  4],
+                          [ 5,  6,  7,  8,  9],
+                          [10, 11, 12, 13, 14],
+                          [15, 16, 17, 18, 19]],
+                         [[40, 41, 42, 43, 44],
+                          [45, 46, 47, 48, 49],
+                          [50, 51, 52, 53, 54],
+                          [55, 56, 57, 58, 59]]])
+
+        # axis=1
+        a = compress_nd(x, 1)
+        assert_equal(a, [[[ 0,  1,  2,  3,  4],
+                          [10, 11, 12, 13, 14],
+                          [15, 16, 17, 18, 19]],
+                         [[20, 21, 22, 23, 24],
+                          [30, 31, 32, 33, 34],
+                          [35, 36, 37, 38, 39]],
+                         [[40, 41, 42, 43, 44],
+                          [50, 51, 52, 53, 54],
+                          [55, 56, 57, 58, 59]]])
+
+        a2 = compress_nd(x, (1,))
+        a3 = compress_nd(x, -2)
+        a4 = compress_nd(x, (-2,))
+        assert_equal(a, a2)
+        assert_equal(a, a3)
+        assert_equal(a, a4)
+
+        # axis=2
+        a = compress_nd(x, 2)
+        assert_equal(a, [[[ 0, 2,  3,  4],
+                          [ 5, 7,  8,  9],
+                          [10, 12, 13, 14],
+                          [15, 17, 18, 19]],
+                         [[20, 22, 23, 24],
+                          [25, 27, 28, 29],
+                          [30, 32, 33, 34],
+                          [35, 37, 38, 39]],
+                         [[40, 42, 43, 44],
+                          [45, 47, 48, 49],
+                          [50, 52, 53, 54],
+                          [55, 57, 58, 59]]])
+
+        a2 = compress_nd(x, (2,))
+        a3 = compress_nd(x, -1)
+        a4 = compress_nd(x, (-1,))
+        assert_equal(a, a2)
+        assert_equal(a, a3)
+        assert_equal(a, a4)
+
+        # axis=(0, 1)
+        a = compress_nd(x, (0, 1))
+        assert_equal(a, [[[ 0,  1,  2,  3,  4],
+                          [10, 11, 12, 13, 14],
+                          [15, 16, 17, 18, 19]],
+                         [[40, 41, 42, 43, 44],
+                          [50, 51, 52, 53, 54],
+                          [55, 56, 57, 58, 59]]])
+        a2 = compress_nd(x, (0, -2))
+        assert_equal(a, a2)
+
+        # axis=(1, 2)
+        a = compress_nd(x, (1, 2))
+        assert_equal(a, [[[ 0,  2,  3,  4],
+                          [10, 12, 13, 14],
+                          [15, 17, 18, 19]],
+                         [[20, 22, 23, 24],
+                          [30, 32, 33, 34],
+                          [35, 37, 38, 39]],
+                         [[40, 42, 43, 44],
+                          [50, 52, 53, 54],
+                          [55, 57, 58, 59]]])
+
+        a2 = compress_nd(x, (-2, 2))
+        a3 = compress_nd(x, (1, -1))
+        a4 = compress_nd(x, (-2, -1))
+        assert_equal(a, a2)
+        assert_equal(a, a3)
+        assert_equal(a, a4)
+
+        # axis=(0, 2)
+        a = compress_nd(x, (0, 2))
+        assert_equal(a, [[[ 0,  2,  3,  4],
+                          [ 5,  7,  8,  9],
+                          [10, 12, 13, 14],
+                          [15, 17, 18, 19]],
+                         [[40, 42, 43, 44],
+                          [45, 47, 48, 49],
+                          [50, 52, 53, 54],
+                          [55, 57, 58, 59]]])
+
+        a2 = compress_nd(x, (0, -1))
+        assert_equal(a, a2)
+
+    def test_compress_rowcols(self):
+        # Tests compress_rowcols
+        x = array(np.arange(9).reshape(3, 3),
+                  mask=[[1, 0, 0], [0, 0, 0], [0, 0, 0]])
+        assert_equal(compress_rowcols(x), [[4, 5], [7, 8]])
+        assert_equal(compress_rowcols(x, 0), [[3, 4, 5], [6, 7, 8]])
+        assert_equal(compress_rowcols(x, 1), [[1, 2], [4, 5], [7, 8]])
+        x = array(x._data, mask=[[0, 0, 0], [0, 1, 0], [0, 0, 0]])
+        assert_equal(compress_rowcols(x), [[0, 2], [6, 8]])
+        assert_equal(compress_rowcols(x, 0), [[0, 1, 2], [6, 7, 8]])
+        assert_equal(compress_rowcols(x, 1), [[0, 2], [3, 5], [6, 8]])
+        x = array(x._data, mask=[[1, 0, 0], [0, 1, 0], [0, 0, 0]])
+        assert_equal(compress_rowcols(x), [[8]])
+        assert_equal(compress_rowcols(x, 0), [[6, 7, 8]])
+        assert_equal(compress_rowcols(x, 1,), [[2], [5], [8]])
+        x = array(x._data, mask=[[1, 0, 0], [0, 1, 0], [0, 0, 1]])
+        assert_equal(compress_rowcols(x).size, 0)
+        assert_equal(compress_rowcols(x, 0).size, 0)
+        assert_equal(compress_rowcols(x, 1).size, 0)
+
+    def test_mask_rowcols(self):
+        # Tests mask_rowcols.
+        x = array(np.arange(9).reshape(3, 3),
+                  mask=[[1, 0, 0], [0, 0, 0], [0, 0, 0]])
+        assert_equal(mask_rowcols(x).mask,
+                     [[1, 1, 1], [1, 0, 0], [1, 0, 0]])
+        assert_equal(mask_rowcols(x, 0).mask,
+                     [[1, 1, 1], [0, 0, 0], [0, 0, 0]])
+        assert_equal(mask_rowcols(x, 1).mask,
+                     [[1, 0, 0], [1, 0, 0], [1, 0, 0]])
+        x = array(x._data, mask=[[0, 0, 0], [0, 1, 0], [0, 0, 0]])
+        assert_equal(mask_rowcols(x).mask,
+                     [[0, 1, 0], [1, 1, 1], [0, 1, 0]])
+        assert_equal(mask_rowcols(x, 0).mask,
+                     [[0, 0, 0], [1, 1, 1], [0, 0, 0]])
+        assert_equal(mask_rowcols(x, 1).mask,
+                     [[0, 1, 0], [0, 1, 0], [0, 1, 0]])
+        x = array(x._data, mask=[[1, 0, 0], [0, 1, 0], [0, 0, 0]])
+        assert_equal(mask_rowcols(x).mask,
+                     [[1, 1, 1], [1, 1, 1], [1, 1, 0]])
+        assert_equal(mask_rowcols(x, 0).mask,
+                     [[1, 1, 1], [1, 1, 1], [0, 0, 0]])
+        assert_equal(mask_rowcols(x, 1,).mask,
+                     [[1, 1, 0], [1, 1, 0], [1, 1, 0]])
+        x = array(x._data, mask=[[1, 0, 0], [0, 1, 0], [0, 0, 1]])
+        assert_(mask_rowcols(x).all() is masked)
+        assert_(mask_rowcols(x, 0).all() is masked)
+        assert_(mask_rowcols(x, 1).all() is masked)
+        assert_(mask_rowcols(x).mask.all())
+        assert_(mask_rowcols(x, 0).mask.all())
+        assert_(mask_rowcols(x, 1).mask.all())
+
+    @pytest.mark.parametrize("axis", [None, 0, 1])
+    @pytest.mark.parametrize(["func", "rowcols_axis"],
+                             [(np.ma.mask_rows, 0), (np.ma.mask_cols, 1)])
+    def test_mask_row_cols_axis_deprecation(self, axis, func, rowcols_axis):
+        # Test deprecation of the axis argument to `mask_rows` and `mask_cols`
+        x = array(np.arange(9).reshape(3, 3),
+                  mask=[[1, 0, 0], [0, 0, 0], [0, 0, 0]])
+
+        with assert_warns(DeprecationWarning):
+            res = func(x, axis=axis)
+            assert_equal(res, mask_rowcols(x, rowcols_axis))
+
+    def test_dot(self):
+        # Tests dot product
+        n = np.arange(1, 7)
+        #
+        m = [1, 0, 0, 0, 0, 0]
+        a = masked_array(n, mask=m).reshape(2, 3)
+        b = masked_array(n, mask=m).reshape(3, 2)
+        c = dot(a, b, strict=True)
+        assert_equal(c.mask, [[1, 1], [1, 0]])
+        c = dot(b, a, strict=True)
+        assert_equal(c.mask, [[1, 1, 1], [1, 0, 0], [1, 0, 0]])
+        c = dot(a, b, strict=False)
+        assert_equal(c, np.dot(a.filled(0), b.filled(0)))
+        c = dot(b, a, strict=False)
+        assert_equal(c, np.dot(b.filled(0), a.filled(0)))
+        #
+        m = [0, 0, 0, 0, 0, 1]
+        a = masked_array(n, mask=m).reshape(2, 3)
+        b = masked_array(n, mask=m).reshape(3, 2)
+        c = dot(a, b, strict=True)
+        assert_equal(c.mask, [[0, 1], [1, 1]])
+        c = dot(b, a, strict=True)
+        assert_equal(c.mask, [[0, 0, 1], [0, 0, 1], [1, 1, 1]])
+        c = dot(a, b, strict=False)
+        assert_equal(c, np.dot(a.filled(0), b.filled(0)))
+        assert_equal(c, dot(a, b))
+        c = dot(b, a, strict=False)
+        assert_equal(c, np.dot(b.filled(0), a.filled(0)))
+        #
+        m = [0, 0, 0, 0, 0, 0]
+        a = masked_array(n, mask=m).reshape(2, 3)
+        b = masked_array(n, mask=m).reshape(3, 2)
+        c = dot(a, b)
+        assert_equal(c.mask, nomask)
+        c = dot(b, a)
+        assert_equal(c.mask, nomask)
+        #
+        a = masked_array(n, mask=[1, 0, 0, 0, 0, 0]).reshape(2, 3)
+        b = masked_array(n, mask=[0, 0, 0, 0, 0, 0]).reshape(3, 2)
+        c = dot(a, b, strict=True)
+        assert_equal(c.mask, [[1, 1], [0, 0]])
+        c = dot(a, b, strict=False)
+        assert_equal(c, np.dot(a.filled(0), b.filled(0)))
+        c = dot(b, a, strict=True)
+        assert_equal(c.mask, [[1, 0, 0], [1, 0, 0], [1, 0, 0]])
+        c = dot(b, a, strict=False)
+        assert_equal(c, np.dot(b.filled(0), a.filled(0)))
+        #
+        a = masked_array(n, mask=[0, 0, 0, 0, 0, 1]).reshape(2, 3)
+        b = masked_array(n, mask=[0, 0, 0, 0, 0, 0]).reshape(3, 2)
+        c = dot(a, b, strict=True)
+        assert_equal(c.mask, [[0, 0], [1, 1]])
+        c = dot(a, b)
+        assert_equal(c, np.dot(a.filled(0), b.filled(0)))
+        c = dot(b, a, strict=True)
+        assert_equal(c.mask, [[0, 0, 1], [0, 0, 1], [0, 0, 1]])
+        c = dot(b, a, strict=False)
+        assert_equal(c, np.dot(b.filled(0), a.filled(0)))
+        #
+        a = masked_array(n, mask=[0, 0, 0, 0, 0, 1]).reshape(2, 3)
+        b = masked_array(n, mask=[0, 0, 1, 0, 0, 0]).reshape(3, 2)
+        c = dot(a, b, strict=True)
+        assert_equal(c.mask, [[1, 0], [1, 1]])
+        c = dot(a, b, strict=False)
+        assert_equal(c, np.dot(a.filled(0), b.filled(0)))
+        c = dot(b, a, strict=True)
+        assert_equal(c.mask, [[0, 0, 1], [1, 1, 1], [0, 0, 1]])
+        c = dot(b, a, strict=False)
+        assert_equal(c, np.dot(b.filled(0), a.filled(0)))
+
+    def test_dot_returns_maskedarray(self):
+        # See gh-6611
+        a = np.eye(3)
+        b = array(a)
+        assert_(type(dot(a, a)) is MaskedArray)
+        assert_(type(dot(a, b)) is MaskedArray)
+        assert_(type(dot(b, a)) is MaskedArray)
+        assert_(type(dot(b, b)) is MaskedArray)
+
+    def test_dot_out(self):
+        a = array(np.eye(3))
+        out = array(np.zeros((3, 3)))
+        res = dot(a, a, out=out)
+        assert_(res is out)
+        assert_equal(a, res)
+
+
+class TestApplyAlongAxis:
+    # Tests 2D functions
+    def test_3d(self):
+        a = arange(12.).reshape(2, 2, 3)
+
+        def myfunc(b):
+            return b[1]
+
+        xa = apply_along_axis(myfunc, 2, a)
+        assert_equal(xa, [[1, 4], [7, 10]])
+
+    # Tests kwargs functions
+    def test_3d_kwargs(self):
+        a = arange(12).reshape(2, 2, 3)
+
+        def myfunc(b, offset=0):
+            return b[1+offset]
+
+        xa = apply_along_axis(myfunc, 2, a, offset=1)
+        assert_equal(xa, [[2, 5], [8, 11]])
+
+
+class TestApplyOverAxes:
+    # Tests apply_over_axes
+    def test_basic(self):
+        a = arange(24).reshape(2, 3, 4)
+        test = apply_over_axes(np.sum, a, [0, 2])
+        ctrl = np.array([[[60], [92], [124]]])
+        assert_equal(test, ctrl)
+        a[(a % 2).astype(bool)] = masked
+        test = apply_over_axes(np.sum, a, [0, 2])
+        ctrl = np.array([[[28], [44], [60]]])
+        assert_equal(test, ctrl)
+
+
+class TestMedian:
+    def test_pytype(self):
+        r = np.ma.median([[np.inf, np.inf], [np.inf, np.inf]], axis=-1)
+        assert_equal(r, np.inf)
+
+    def test_inf(self):
+        # test that even which computes handles inf / x = masked
+        r = np.ma.median(np.ma.masked_array([[np.inf, np.inf],
+                                             [np.inf, np.inf]]), axis=-1)
+        assert_equal(r, np.inf)
+        r = np.ma.median(np.ma.masked_array([[np.inf, np.inf],
+                                             [np.inf, np.inf]]), axis=None)
+        assert_equal(r, np.inf)
+        # all masked
+        r = np.ma.median(np.ma.masked_array([[np.inf, np.inf],
+                                             [np.inf, np.inf]], mask=True),
+                         axis=-1)
+        assert_equal(r.mask, True)
+        r = np.ma.median(np.ma.masked_array([[np.inf, np.inf],
+                                             [np.inf, np.inf]], mask=True),
+                         axis=None)
+        assert_equal(r.mask, True)
+
+    def test_non_masked(self):
+        x = np.arange(9)
+        assert_equal(np.ma.median(x), 4.)
+        assert_(type(np.ma.median(x)) is not MaskedArray)
+        x = range(8)
+        assert_equal(np.ma.median(x), 3.5)
+        assert_(type(np.ma.median(x)) is not MaskedArray)
+        x = 5
+        assert_equal(np.ma.median(x), 5.)
+        assert_(type(np.ma.median(x)) is not MaskedArray)
+        # integer
+        x = np.arange(9 * 8).reshape(9, 8)
+        assert_equal(np.ma.median(x, axis=0), np.median(x, axis=0))
+        assert_equal(np.ma.median(x, axis=1), np.median(x, axis=1))
+        assert_(np.ma.median(x, axis=1) is not MaskedArray)
+        # float
+        x = np.arange(9 * 8.).reshape(9, 8)
+        assert_equal(np.ma.median(x, axis=0), np.median(x, axis=0))
+        assert_equal(np.ma.median(x, axis=1), np.median(x, axis=1))
+        assert_(np.ma.median(x, axis=1) is not MaskedArray)
+
+    def test_docstring_examples(self):
+        "test the examples given in the docstring of ma.median"
+        x = array(np.arange(8), mask=[0]*4 + [1]*4)
+        assert_equal(np.ma.median(x), 1.5)
+        assert_equal(np.ma.median(x).shape, (), "shape mismatch")
+        assert_(type(np.ma.median(x)) is not MaskedArray)
+        x = array(np.arange(10).reshape(2, 5), mask=[0]*6 + [1]*4)
+        assert_equal(np.ma.median(x), 2.5)
+        assert_equal(np.ma.median(x).shape, (), "shape mismatch")
+        assert_(type(np.ma.median(x)) is not MaskedArray)
+        ma_x = np.ma.median(x, axis=-1, overwrite_input=True)
+        assert_equal(ma_x, [2., 5.])
+        assert_equal(ma_x.shape, (2,), "shape mismatch")
+        assert_(type(ma_x) is MaskedArray)
+
+    def test_axis_argument_errors(self):
+        msg = "mask = %s, ndim = %s, axis = %s, overwrite_input = %s"
+        for ndmin in range(5):
+            for mask in [False, True]:
+                x = array(1, ndmin=ndmin, mask=mask)
+
+                # Valid axis values should not raise exception
+                args = itertools.product(range(-ndmin, ndmin), [False, True])
+                for axis, over in args:
+                    try:
+                        np.ma.median(x, axis=axis, overwrite_input=over)
+                    except Exception:
+                        raise AssertionError(msg % (mask, ndmin, axis, over))
+
+                # Invalid axis values should raise exception
+                args = itertools.product([-(ndmin + 1), ndmin], [False, True])
+                for axis, over in args:
+                    try:
+                        np.ma.median(x, axis=axis, overwrite_input=over)
+                    except np.AxisError:
+                        pass
+                    else:
+                        raise AssertionError(msg % (mask, ndmin, axis, over))
+
+    def test_masked_0d(self):
+        # Check values
+        x = array(1, mask=False)
+        assert_equal(np.ma.median(x), 1)
+        x = array(1, mask=True)
+        assert_equal(np.ma.median(x), np.ma.masked)
+
+    def test_masked_1d(self):
+        x = array(np.arange(5), mask=True)
+        assert_equal(np.ma.median(x), np.ma.masked)
+        assert_equal(np.ma.median(x).shape, (), "shape mismatch")
+        assert_(type(np.ma.median(x)) is np.ma.core.MaskedConstant)
+        x = array(np.arange(5), mask=False)
+        assert_equal(np.ma.median(x), 2.)
+        assert_equal(np.ma.median(x).shape, (), "shape mismatch")
+        assert_(type(np.ma.median(x)) is not MaskedArray)
+        x = array(np.arange(5), mask=[0,1,0,0,0])
+        assert_equal(np.ma.median(x), 2.5)
+        assert_equal(np.ma.median(x).shape, (), "shape mismatch")
+        assert_(type(np.ma.median(x)) is not MaskedArray)
+        x = array(np.arange(5), mask=[0,1,1,1,1])
+        assert_equal(np.ma.median(x), 0.)
+        assert_equal(np.ma.median(x).shape, (), "shape mismatch")
+        assert_(type(np.ma.median(x)) is not MaskedArray)
+        # integer
+        x = array(np.arange(5), mask=[0,1,1,0,0])
+        assert_equal(np.ma.median(x), 3.)
+        assert_equal(np.ma.median(x).shape, (), "shape mismatch")
+        assert_(type(np.ma.median(x)) is not MaskedArray)
+        # float
+        x = array(np.arange(5.), mask=[0,1,1,0,0])
+        assert_equal(np.ma.median(x), 3.)
+        assert_equal(np.ma.median(x).shape, (), "shape mismatch")
+        assert_(type(np.ma.median(x)) is not MaskedArray)
+        # integer
+        x = array(np.arange(6), mask=[0,1,1,1,1,0])
+        assert_equal(np.ma.median(x), 2.5)
+        assert_equal(np.ma.median(x).shape, (), "shape mismatch")
+        assert_(type(np.ma.median(x)) is not MaskedArray)
+        # float
+        x = array(np.arange(6.), mask=[0,1,1,1,1,0])
+        assert_equal(np.ma.median(x), 2.5)
+        assert_equal(np.ma.median(x).shape, (), "shape mismatch")
+        assert_(type(np.ma.median(x)) is not MaskedArray)
+
+    def test_1d_shape_consistency(self):
+        assert_equal(np.ma.median(array([1,2,3],mask=[0,0,0])).shape,
+                     np.ma.median(array([1,2,3],mask=[0,1,0])).shape )
+
+    def test_2d(self):
+        # Tests median w/ 2D
+        (n, p) = (101, 30)
+        x = masked_array(np.linspace(-1., 1., n),)
+        x[:10] = x[-10:] = masked
+        z = masked_array(np.empty((n, p), dtype=float))
+        z[:, 0] = x[:]
+        idx = np.arange(len(x))
+        for i in range(1, p):
+            np.random.shuffle(idx)
+            z[:, i] = x[idx]
+        assert_equal(median(z[:, 0]), 0)
+        assert_equal(median(z), 0)
+        assert_equal(median(z, axis=0), np.zeros(p))
+        assert_equal(median(z.T, axis=1), np.zeros(p))
+
+    def test_2d_waxis(self):
+        # Tests median w/ 2D arrays and different axis.
+        x = masked_array(np.arange(30).reshape(10, 3))
+        x[:3] = x[-3:] = masked
+        assert_equal(median(x), 14.5)
+        assert_(type(np.ma.median(x)) is not MaskedArray)
+        assert_equal(median(x, axis=0), [13.5, 14.5, 15.5])
+        assert_(type(np.ma.median(x, axis=0)) is MaskedArray)
+        assert_equal(median(x, axis=1), [0, 0, 0, 10, 13, 16, 19, 0, 0, 0])
+        assert_(type(np.ma.median(x, axis=1)) is MaskedArray)
+        assert_equal(median(x, axis=1).mask, [1, 1, 1, 0, 0, 0, 0, 1, 1, 1])
+
+    def test_3d(self):
+        # Tests median w/ 3D
+        x = np.ma.arange(24).reshape(3, 4, 2)
+        x[x % 3 == 0] = masked
+        assert_equal(median(x, 0), [[12, 9], [6, 15], [12, 9], [18, 15]])
+        x.shape = (4, 3, 2)
+        assert_equal(median(x, 0), [[99, 10], [11, 99], [13, 14]])
+        x = np.ma.arange(24).reshape(4, 3, 2)
+        x[x % 5 == 0] = masked
+        assert_equal(median(x, 0), [[12, 10], [8, 9], [16, 17]])
+
+    def test_neg_axis(self):
+        x = masked_array(np.arange(30).reshape(10, 3))
+        x[:3] = x[-3:] = masked
+        assert_equal(median(x, axis=-1), median(x, axis=1))
+
+    def test_out_1d(self):
+        # integer float even odd
+        for v in (30, 30., 31, 31.):
+            x = masked_array(np.arange(v))
+            x[:3] = x[-3:] = masked
+            out = masked_array(np.ones(()))
+            r = median(x, out=out)
+            if v == 30:
+                assert_equal(out, 14.5)
+            else:
+                assert_equal(out, 15.)
+            assert_(r is out)
+            assert_(type(r) is MaskedArray)
+
+    def test_out(self):
+        # integer float even odd
+        for v in (40, 40., 30, 30.):
+            x = masked_array(np.arange(v).reshape(10, -1))
+            x[:3] = x[-3:] = masked
+            out = masked_array(np.ones(10))
+            r = median(x, axis=1, out=out)
+            if v == 30:
+                e = masked_array([0.]*3 + [10, 13, 16, 19] + [0.]*3,
+                                 mask=[True] * 3 + [False] * 4 + [True] * 3)
+            else:
+                e = masked_array([0.]*3 + [13.5, 17.5, 21.5, 25.5] + [0.]*3,
+                                 mask=[True]*3 + [False]*4 + [True]*3)
+            assert_equal(r, e)
+            assert_(r is out)
+            assert_(type(r) is MaskedArray)
+
+    def test_single_non_masked_value_on_axis(self):
+        data = [[1., 0.],
+                [0., 3.],
+                [0., 0.]]
+        masked_arr = np.ma.masked_equal(data, 0)
+        expected = [1., 3.]
+        assert_array_equal(np.ma.median(masked_arr, axis=0),
+                           expected)
+
+    def test_nan(self):
+        for mask in (False, np.zeros(6, dtype=bool)):
+            dm = np.ma.array([[1, np.nan, 3], [1, 2, 3]])
+            dm.mask = mask
+
+            # scalar result
+            r = np.ma.median(dm, axis=None)
+            assert_(np.isscalar(r))
+            assert_array_equal(r, np.nan)
+            r = np.ma.median(dm.ravel(), axis=0)
+            assert_(np.isscalar(r))
+            assert_array_equal(r, np.nan)
+
+            r = np.ma.median(dm, axis=0)
+            assert_equal(type(r), MaskedArray)
+            assert_array_equal(r, [1, np.nan, 3])
+            r = np.ma.median(dm, axis=1)
+            assert_equal(type(r), MaskedArray)
+            assert_array_equal(r, [np.nan, 2])
+            r = np.ma.median(dm, axis=-1)
+            assert_equal(type(r), MaskedArray)
+            assert_array_equal(r, [np.nan, 2])
+
+        dm = np.ma.array([[1, np.nan, 3], [1, 2, 3]])
+        dm[:, 2] = np.ma.masked
+        assert_array_equal(np.ma.median(dm, axis=None), np.nan)
+        assert_array_equal(np.ma.median(dm, axis=0), [1, np.nan, 3])
+        assert_array_equal(np.ma.median(dm, axis=1), [np.nan, 1.5])
+
+    def test_out_nan(self):
+        o = np.ma.masked_array(np.zeros((4,)))
+        d = np.ma.masked_array(np.ones((3, 4)))
+        d[2, 1] = np.nan
+        d[2, 2] = np.ma.masked
+        assert_equal(np.ma.median(d, 0, out=o), o)
+        o = np.ma.masked_array(np.zeros((3,)))
+        assert_equal(np.ma.median(d, 1, out=o), o)
+        o = np.ma.masked_array(np.zeros(()))
+        assert_equal(np.ma.median(d, out=o), o)
+
+    def test_nan_behavior(self):
+        a = np.ma.masked_array(np.arange(24, dtype=float))
+        a[::3] = np.ma.masked
+        a[2] = np.nan
+        assert_array_equal(np.ma.median(a), np.nan)
+        assert_array_equal(np.ma.median(a, axis=0), np.nan)
+
+        a = np.ma.masked_array(np.arange(24, dtype=float).reshape(2, 3, 4))
+        a.mask = np.arange(a.size) % 2 == 1
+        aorig = a.copy()
+        a[1, 2, 3] = np.nan
+        a[1, 1, 2] = np.nan
+
+        # no axis
+        assert_array_equal(np.ma.median(a), np.nan)
+        assert_(np.isscalar(np.ma.median(a)))
+
+        # axis0
+        b = np.ma.median(aorig, axis=0)
+        b[2, 3] = np.nan
+        b[1, 2] = np.nan
+        assert_equal(np.ma.median(a, 0), b)
+
+        # axis1
+        b = np.ma.median(aorig, axis=1)
+        b[1, 3] = np.nan
+        b[1, 2] = np.nan
+        assert_equal(np.ma.median(a, 1), b)
+
+        # axis02
+        b = np.ma.median(aorig, axis=(0, 2))
+        b[1] = np.nan
+        b[2] = np.nan
+        assert_equal(np.ma.median(a, (0, 2)), b)
+
+    def test_ambigous_fill(self):
+        # 255 is max value, used as filler for sort
+        a = np.array([[3, 3, 255], [3, 3, 255]], dtype=np.uint8)
+        a = np.ma.masked_array(a, mask=a == 3)
+        assert_array_equal(np.ma.median(a, axis=1), 255)
+        assert_array_equal(np.ma.median(a, axis=1).mask, False)
+        assert_array_equal(np.ma.median(a, axis=0), a[0])
+        assert_array_equal(np.ma.median(a), 255)
+
+    def test_special(self):
+        for inf in [np.inf, -np.inf]:
+            a = np.array([[inf,  np.nan], [np.nan, np.nan]])
+            a = np.ma.masked_array(a, mask=np.isnan(a))
+            assert_equal(np.ma.median(a, axis=0), [inf,  np.nan])
+            assert_equal(np.ma.median(a, axis=1), [inf,  np.nan])
+            assert_equal(np.ma.median(a), inf)
+
+            a = np.array([[np.nan, np.nan, inf], [np.nan, np.nan, inf]])
+            a = np.ma.masked_array(a, mask=np.isnan(a))
+            assert_array_equal(np.ma.median(a, axis=1), inf)
+            assert_array_equal(np.ma.median(a, axis=1).mask, False)
+            assert_array_equal(np.ma.median(a, axis=0), a[0])
+            assert_array_equal(np.ma.median(a), inf)
+
+            # no mask
+            a = np.array([[inf, inf], [inf, inf]])
+            assert_equal(np.ma.median(a), inf)
+            assert_equal(np.ma.median(a, axis=0), inf)
+            assert_equal(np.ma.median(a, axis=1), inf)
+
+            a = np.array([[inf, 7, -inf, -9],
+                          [-10, np.nan, np.nan, 5],
+                          [4, np.nan, np.nan, inf]],
+                          dtype=np.float32)
+            a = np.ma.masked_array(a, mask=np.isnan(a))
+            if inf > 0:
+                assert_equal(np.ma.median(a, axis=0), [4., 7., -inf, 5.])
+                assert_equal(np.ma.median(a), 4.5)
+            else:
+                assert_equal(np.ma.median(a, axis=0), [-10., 7., -inf, -9.])
+                assert_equal(np.ma.median(a), -2.5)
+            assert_equal(np.ma.median(a, axis=1), [-1., -2.5, inf])
+
+            for i in range(0, 10):
+                for j in range(1, 10):
+                    a = np.array([([np.nan] * i) + ([inf] * j)] * 2)
+                    a = np.ma.masked_array(a, mask=np.isnan(a))
+                    assert_equal(np.ma.median(a), inf)
+                    assert_equal(np.ma.median(a, axis=1), inf)
+                    assert_equal(np.ma.median(a, axis=0),
+                                 ([np.nan] * i) + [inf] * j)
+
+    def test_empty(self):
+        # empty arrays
+        a = np.ma.masked_array(np.array([], dtype=float))
+        with suppress_warnings() as w:
+            w.record(RuntimeWarning)
+            assert_array_equal(np.ma.median(a), np.nan)
+            assert_(w.log[0].category is RuntimeWarning)
+
+        # multiple dimensions
+        a = np.ma.masked_array(np.array([], dtype=float, ndmin=3))
+        # no axis
+        with suppress_warnings() as w:
+            w.record(RuntimeWarning)
+            warnings.filterwarnings('always', '', RuntimeWarning)
+            assert_array_equal(np.ma.median(a), np.nan)
+            assert_(w.log[0].category is RuntimeWarning)
+
+        # axis 0 and 1
+        b = np.ma.masked_array(np.array([], dtype=float, ndmin=2))
+        assert_equal(np.ma.median(a, axis=0), b)
+        assert_equal(np.ma.median(a, axis=1), b)
+
+        # axis 2
+        b = np.ma.masked_array(np.array(np.nan, dtype=float, ndmin=2))
+        with warnings.catch_warnings(record=True) as w:
+            warnings.filterwarnings('always', '', RuntimeWarning)
+            assert_equal(np.ma.median(a, axis=2), b)
+            assert_(w[0].category is RuntimeWarning)
+
+    def test_object(self):
+        o = np.ma.masked_array(np.arange(7.))
+        assert_(type(np.ma.median(o.astype(object))), float)
+        o[2] = np.nan
+        assert_(type(np.ma.median(o.astype(object))), float)
+
+
+class TestCov:
+
+    def setup(self):
+        self.data = array(np.random.rand(12))
+
+    def test_1d_without_missing(self):
+        # Test cov on 1D variable w/o missing values
+        x = self.data
+        assert_almost_equal(np.cov(x), cov(x))
+        assert_almost_equal(np.cov(x, rowvar=False), cov(x, rowvar=False))
+        assert_almost_equal(np.cov(x, rowvar=False, bias=True),
+                            cov(x, rowvar=False, bias=True))
+
+    def test_2d_without_missing(self):
+        # Test cov on 1 2D variable w/o missing values
+        x = self.data.reshape(3, 4)
+        assert_almost_equal(np.cov(x), cov(x))
+        assert_almost_equal(np.cov(x, rowvar=False), cov(x, rowvar=False))
+        assert_almost_equal(np.cov(x, rowvar=False, bias=True),
+                            cov(x, rowvar=False, bias=True))
+
+    def test_1d_with_missing(self):
+        # Test cov 1 1D variable w/missing values
+        x = self.data
+        x[-1] = masked
+        x -= x.mean()
+        nx = x.compressed()
+        assert_almost_equal(np.cov(nx), cov(x))
+        assert_almost_equal(np.cov(nx, rowvar=False), cov(x, rowvar=False))
+        assert_almost_equal(np.cov(nx, rowvar=False, bias=True),
+                            cov(x, rowvar=False, bias=True))
+        #
+        try:
+            cov(x, allow_masked=False)
+        except ValueError:
+            pass
+        #
+        # 2 1D variables w/ missing values
+        nx = x[1:-1]
+        assert_almost_equal(np.cov(nx, nx[::-1]), cov(x, x[::-1]))
+        assert_almost_equal(np.cov(nx, nx[::-1], rowvar=False),
+                            cov(x, x[::-1], rowvar=False))
+        assert_almost_equal(np.cov(nx, nx[::-1], rowvar=False, bias=True),
+                            cov(x, x[::-1], rowvar=False, bias=True))
+
+    def test_2d_with_missing(self):
+        # Test cov on 2D variable w/ missing value
+        x = self.data
+        x[-1] = masked
+        x = x.reshape(3, 4)
+        valid = np.logical_not(getmaskarray(x)).astype(int)
+        frac = np.dot(valid, valid.T)
+        xf = (x - x.mean(1)[:, None]).filled(0)
+        assert_almost_equal(cov(x),
+                            np.cov(xf) * (x.shape[1] - 1) / (frac - 1.))
+        assert_almost_equal(cov(x, bias=True),
+                            np.cov(xf, bias=True) * x.shape[1] / frac)
+        frac = np.dot(valid.T, valid)
+        xf = (x - x.mean(0)).filled(0)
+        assert_almost_equal(cov(x, rowvar=False),
+                            (np.cov(xf, rowvar=False) *
+                             (x.shape[0] - 1) / (frac - 1.)))
+        assert_almost_equal(cov(x, rowvar=False, bias=True),
+                            (np.cov(xf, rowvar=False, bias=True) *
+                             x.shape[0] / frac))
+
+
+class TestCorrcoef:
+
+    def setup(self):
+        self.data = array(np.random.rand(12))
+        self.data2 = array(np.random.rand(12))
+
+    def test_ddof(self):
+        # ddof raises DeprecationWarning
+        x, y = self.data, self.data2
+        expected = np.corrcoef(x)
+        expected2 = np.corrcoef(x, y)
+        with suppress_warnings() as sup:
+            warnings.simplefilter("always")
+            assert_warns(DeprecationWarning, corrcoef, x, ddof=-1)
+            sup.filter(DeprecationWarning, "bias and ddof have no effect")
+            # ddof has no or negligible effect on the function
+            assert_almost_equal(np.corrcoef(x, ddof=0), corrcoef(x, ddof=0))
+            assert_almost_equal(corrcoef(x, ddof=-1), expected)
+            assert_almost_equal(corrcoef(x, y, ddof=-1), expected2)
+            assert_almost_equal(corrcoef(x, ddof=3), expected)
+            assert_almost_equal(corrcoef(x, y, ddof=3), expected2)
+
+    def test_bias(self):
+        x, y = self.data, self.data2
+        expected = np.corrcoef(x)
+        # bias raises DeprecationWarning
+        with suppress_warnings() as sup:
+            warnings.simplefilter("always")
+            assert_warns(DeprecationWarning, corrcoef, x, y, True, False)
+            assert_warns(DeprecationWarning, corrcoef, x, y, True, True)
+            assert_warns(DeprecationWarning, corrcoef, x, bias=False)
+            sup.filter(DeprecationWarning, "bias and ddof have no effect")
+            # bias has no or negligible effect on the function
+            assert_almost_equal(corrcoef(x, bias=1), expected)
+
+    def test_1d_without_missing(self):
+        # Test cov on 1D variable w/o missing values
+        x = self.data
+        assert_almost_equal(np.corrcoef(x), corrcoef(x))
+        assert_almost_equal(np.corrcoef(x, rowvar=False),
+                            corrcoef(x, rowvar=False))
+        with suppress_warnings() as sup:
+            sup.filter(DeprecationWarning, "bias and ddof have no effect")
+            assert_almost_equal(np.corrcoef(x, rowvar=False, bias=True),
+                                corrcoef(x, rowvar=False, bias=True))
+
+    def test_2d_without_missing(self):
+        # Test corrcoef on 1 2D variable w/o missing values
+        x = self.data.reshape(3, 4)
+        assert_almost_equal(np.corrcoef(x), corrcoef(x))
+        assert_almost_equal(np.corrcoef(x, rowvar=False),
+                            corrcoef(x, rowvar=False))
+        with suppress_warnings() as sup:
+            sup.filter(DeprecationWarning, "bias and ddof have no effect")
+            assert_almost_equal(np.corrcoef(x, rowvar=False, bias=True),
+                                corrcoef(x, rowvar=False, bias=True))
+
+    def test_1d_with_missing(self):
+        # Test corrcoef 1 1D variable w/missing values
+        x = self.data
+        x[-1] = masked
+        x -= x.mean()
+        nx = x.compressed()
+        assert_almost_equal(np.corrcoef(nx), corrcoef(x))
+        assert_almost_equal(np.corrcoef(nx, rowvar=False),
+                            corrcoef(x, rowvar=False))
+        with suppress_warnings() as sup:
+            sup.filter(DeprecationWarning, "bias and ddof have no effect")
+            assert_almost_equal(np.corrcoef(nx, rowvar=False, bias=True),
+                                corrcoef(x, rowvar=False, bias=True))
+        try:
+            corrcoef(x, allow_masked=False)
+        except ValueError:
+            pass
+        # 2 1D variables w/ missing values
+        nx = x[1:-1]
+        assert_almost_equal(np.corrcoef(nx, nx[::-1]), corrcoef(x, x[::-1]))
+        assert_almost_equal(np.corrcoef(nx, nx[::-1], rowvar=False),
+                            corrcoef(x, x[::-1], rowvar=False))
+        with suppress_warnings() as sup:
+            sup.filter(DeprecationWarning, "bias and ddof have no effect")
+            # ddof and bias have no or negligible effect on the function
+            assert_almost_equal(np.corrcoef(nx, nx[::-1]),
+                                corrcoef(x, x[::-1], bias=1))
+            assert_almost_equal(np.corrcoef(nx, nx[::-1]),
+                                corrcoef(x, x[::-1], ddof=2))
+
+    def test_2d_with_missing(self):
+        # Test corrcoef on 2D variable w/ missing value
+        x = self.data
+        x[-1] = masked
+        x = x.reshape(3, 4)
+
+        test = corrcoef(x)
+        control = np.corrcoef(x)
+        assert_almost_equal(test[:-1, :-1], control[:-1, :-1])
+        with suppress_warnings() as sup:
+            sup.filter(DeprecationWarning, "bias and ddof have no effect")
+            # ddof and bias have no or negligible effect on the function
+            assert_almost_equal(corrcoef(x, ddof=-2)[:-1, :-1],
+                                control[:-1, :-1])
+            assert_almost_equal(corrcoef(x, ddof=3)[:-1, :-1],
+                                control[:-1, :-1])
+            assert_almost_equal(corrcoef(x, bias=1)[:-1, :-1],
+                                control[:-1, :-1])
+
+
+class TestPolynomial:
+    #
+    def test_polyfit(self):
+        # Tests polyfit
+        # On ndarrays
+        x = np.random.rand(10)
+        y = np.random.rand(20).reshape(-1, 2)
+        assert_almost_equal(polyfit(x, y, 3), np.polyfit(x, y, 3))
+        # ON 1D maskedarrays
+        x = x.view(MaskedArray)
+        x[0] = masked
+        y = y.view(MaskedArray)
+        y[0, 0] = y[-1, -1] = masked
+        #
+        (C, R, K, S, D) = polyfit(x, y[:, 0], 3, full=True)
+        (c, r, k, s, d) = np.polyfit(x[1:], y[1:, 0].compressed(), 3,
+                                     full=True)
+        for (a, a_) in zip((C, R, K, S, D), (c, r, k, s, d)):
+            assert_almost_equal(a, a_)
+        #
+        (C, R, K, S, D) = polyfit(x, y[:, -1], 3, full=True)
+        (c, r, k, s, d) = np.polyfit(x[1:-1], y[1:-1, -1], 3, full=True)
+        for (a, a_) in zip((C, R, K, S, D), (c, r, k, s, d)):
+            assert_almost_equal(a, a_)
+        #
+        (C, R, K, S, D) = polyfit(x, y, 3, full=True)
+        (c, r, k, s, d) = np.polyfit(x[1:-1], y[1:-1,:], 3, full=True)
+        for (a, a_) in zip((C, R, K, S, D), (c, r, k, s, d)):
+            assert_almost_equal(a, a_)
+        #
+        w = np.random.rand(10) + 1
+        wo = w.copy()
+        xs = x[1:-1]
+        ys = y[1:-1]
+        ws = w[1:-1]
+        (C, R, K, S, D) = polyfit(x, y, 3, full=True, w=w)
+        (c, r, k, s, d) = np.polyfit(xs, ys, 3, full=True, w=ws)
+        assert_equal(w, wo)
+        for (a, a_) in zip((C, R, K, S, D), (c, r, k, s, d)):
+            assert_almost_equal(a, a_)
+
+    def test_polyfit_with_masked_NaNs(self):
+        x = np.random.rand(10)
+        y = np.random.rand(20).reshape(-1, 2)
+
+        x[0] = np.nan
+        y[-1,-1] = np.nan
+        x = x.view(MaskedArray)
+        y = y.view(MaskedArray)
+        x[0] = masked
+        y[-1,-1] = masked
+
+        (C, R, K, S, D) = polyfit(x, y, 3, full=True)
+        (c, r, k, s, d) = np.polyfit(x[1:-1], y[1:-1,:], 3, full=True)
+        for (a, a_) in zip((C, R, K, S, D), (c, r, k, s, d)):
+            assert_almost_equal(a, a_)
+
+
+class TestArraySetOps:
+
+    def test_unique_onlist(self):
+        # Test unique on list
+        data = [1, 1, 1, 2, 2, 3]
+        test = unique(data, return_index=True, return_inverse=True)
+        assert_(isinstance(test[0], MaskedArray))
+        assert_equal(test[0], masked_array([1, 2, 3], mask=[0, 0, 0]))
+        assert_equal(test[1], [0, 3, 5])
+        assert_equal(test[2], [0, 0, 0, 1, 1, 2])
+
+    def test_unique_onmaskedarray(self):
+        # Test unique on masked data w/use_mask=True
+        data = masked_array([1, 1, 1, 2, 2, 3], mask=[0, 0, 1, 0, 1, 0])
+        test = unique(data, return_index=True, return_inverse=True)
+        assert_equal(test[0], masked_array([1, 2, 3, -1], mask=[0, 0, 0, 1]))
+        assert_equal(test[1], [0, 3, 5, 2])
+        assert_equal(test[2], [0, 0, 3, 1, 3, 2])
+        #
+        data.fill_value = 3
+        data = masked_array(data=[1, 1, 1, 2, 2, 3],
+                            mask=[0, 0, 1, 0, 1, 0], fill_value=3)
+        test = unique(data, return_index=True, return_inverse=True)
+        assert_equal(test[0], masked_array([1, 2, 3, -1], mask=[0, 0, 0, 1]))
+        assert_equal(test[1], [0, 3, 5, 2])
+        assert_equal(test[2], [0, 0, 3, 1, 3, 2])
+
+    def test_unique_allmasked(self):
+        # Test all masked
+        data = masked_array([1, 1, 1], mask=True)
+        test = unique(data, return_index=True, return_inverse=True)
+        assert_equal(test[0], masked_array([1, ], mask=[True]))
+        assert_equal(test[1], [0])
+        assert_equal(test[2], [0, 0, 0])
+        #
+        # Test masked
+        data = masked
+        test = unique(data, return_index=True, return_inverse=True)
+        assert_equal(test[0], masked_array(masked))
+        assert_equal(test[1], [0])
+        assert_equal(test[2], [0])
+
+    def test_ediff1d(self):
+        # Tests mediff1d
+        x = masked_array(np.arange(5), mask=[1, 0, 0, 0, 1])
+        control = array([1, 1, 1, 4], mask=[1, 0, 0, 1])
+        test = ediff1d(x)
+        assert_equal(test, control)
+        assert_equal(test.filled(0), control.filled(0))
+        assert_equal(test.mask, control.mask)
+
+    def test_ediff1d_tobegin(self):
+        # Test ediff1d w/ to_begin
+        x = masked_array(np.arange(5), mask=[1, 0, 0, 0, 1])
+        test = ediff1d(x, to_begin=masked)
+        control = array([0, 1, 1, 1, 4], mask=[1, 1, 0, 0, 1])
+        assert_equal(test, control)
+        assert_equal(test.filled(0), control.filled(0))
+        assert_equal(test.mask, control.mask)
+        #
+        test = ediff1d(x, to_begin=[1, 2, 3])
+        control = array([1, 2, 3, 1, 1, 1, 4], mask=[0, 0, 0, 1, 0, 0, 1])
+        assert_equal(test, control)
+        assert_equal(test.filled(0), control.filled(0))
+        assert_equal(test.mask, control.mask)
+
+    def test_ediff1d_toend(self):
+        # Test ediff1d w/ to_end
+        x = masked_array(np.arange(5), mask=[1, 0, 0, 0, 1])
+        test = ediff1d(x, to_end=masked)
+        control = array([1, 1, 1, 4, 0], mask=[1, 0, 0, 1, 1])
+        assert_equal(test, control)
+        assert_equal(test.filled(0), control.filled(0))
+        assert_equal(test.mask, control.mask)
+        #
+        test = ediff1d(x, to_end=[1, 2, 3])
+        control = array([1, 1, 1, 4, 1, 2, 3], mask=[1, 0, 0, 1, 0, 0, 0])
+        assert_equal(test, control)
+        assert_equal(test.filled(0), control.filled(0))
+        assert_equal(test.mask, control.mask)
+
+    def test_ediff1d_tobegin_toend(self):
+        # Test ediff1d w/ to_begin and to_end
+        x = masked_array(np.arange(5), mask=[1, 0, 0, 0, 1])
+        test = ediff1d(x, to_end=masked, to_begin=masked)
+        control = array([0, 1, 1, 1, 4, 0], mask=[1, 1, 0, 0, 1, 1])
+        assert_equal(test, control)
+        assert_equal(test.filled(0), control.filled(0))
+        assert_equal(test.mask, control.mask)
+        #
+        test = ediff1d(x, to_end=[1, 2, 3], to_begin=masked)
+        control = array([0, 1, 1, 1, 4, 1, 2, 3],
+                        mask=[1, 1, 0, 0, 1, 0, 0, 0])
+        assert_equal(test, control)
+        assert_equal(test.filled(0), control.filled(0))
+        assert_equal(test.mask, control.mask)
+
+    def test_ediff1d_ndarray(self):
+        # Test ediff1d w/ a ndarray
+        x = np.arange(5)
+        test = ediff1d(x)
+        control = array([1, 1, 1, 1], mask=[0, 0, 0, 0])
+        assert_equal(test, control)
+        assert_(isinstance(test, MaskedArray))
+        assert_equal(test.filled(0), control.filled(0))
+        assert_equal(test.mask, control.mask)
+        #
+        test = ediff1d(x, to_end=masked, to_begin=masked)
+        control = array([0, 1, 1, 1, 1, 0], mask=[1, 0, 0, 0, 0, 1])
+        assert_(isinstance(test, MaskedArray))
+        assert_equal(test.filled(0), control.filled(0))
+        assert_equal(test.mask, control.mask)
+
+    def test_intersect1d(self):
+        # Test intersect1d
+        x = array([1, 3, 3, 3], mask=[0, 0, 0, 1])
+        y = array([3, 1, 1, 1], mask=[0, 0, 0, 1])
+        test = intersect1d(x, y)
+        control = array([1, 3, -1], mask=[0, 0, 1])
+        assert_equal(test, control)
+
+    def test_setxor1d(self):
+        # Test setxor1d
+        a = array([1, 2, 5, 7, -1], mask=[0, 0, 0, 0, 1])
+        b = array([1, 2, 3, 4, 5, -1], mask=[0, 0, 0, 0, 0, 1])
+        test = setxor1d(a, b)
+        assert_equal(test, array([3, 4, 7]))
+        #
+        a = array([1, 2, 5, 7, -1], mask=[0, 0, 0, 0, 1])
+        b = [1, 2, 3, 4, 5]
+        test = setxor1d(a, b)
+        assert_equal(test, array([3, 4, 7, -1], mask=[0, 0, 0, 1]))
+        #
+        a = array([1, 2, 3])
+        b = array([6, 5, 4])
+        test = setxor1d(a, b)
+        assert_(isinstance(test, MaskedArray))
+        assert_equal(test, [1, 2, 3, 4, 5, 6])
+        #
+        a = array([1, 8, 2, 3], mask=[0, 1, 0, 0])
+        b = array([6, 5, 4, 8], mask=[0, 0, 0, 1])
+        test = setxor1d(a, b)
+        assert_(isinstance(test, MaskedArray))
+        assert_equal(test, [1, 2, 3, 4, 5, 6])
+        #
+        assert_array_equal([], setxor1d([], []))
+
+    def test_isin(self):
+        # the tests for in1d cover most of isin's behavior
+        # if in1d is removed, would need to change those tests to test
+        # isin instead.
+        a = np.arange(24).reshape([2, 3, 4])
+        mask = np.zeros([2, 3, 4])
+        mask[1, 2, 0] = 1
+        a = array(a, mask=mask)
+        b = array(data=[0, 10, 20, 30,  1,  3, 11, 22, 33],
+                  mask=[0,  1,  0,  1,  0,  1,  0,  1,  0])
+        ec = zeros((2, 3, 4), dtype=bool)
+        ec[0, 0, 0] = True
+        ec[0, 0, 1] = True
+        ec[0, 2, 3] = True
+        c = isin(a, b)
+        assert_(isinstance(c, MaskedArray))
+        assert_array_equal(c, ec)
+        #compare results of np.isin to ma.isin
+        d = np.isin(a, b[~b.mask]) & ~a.mask
+        assert_array_equal(c, d)
+
+    def test_in1d(self):
+        # Test in1d
+        a = array([1, 2, 5, 7, -1], mask=[0, 0, 0, 0, 1])
+        b = array([1, 2, 3, 4, 5, -1], mask=[0, 0, 0, 0, 0, 1])
+        test = in1d(a, b)
+        assert_equal(test, [True, True, True, False, True])
+        #
+        a = array([5, 5, 2, 1, -1], mask=[0, 0, 0, 0, 1])
+        b = array([1, 5, -1], mask=[0, 0, 1])
+        test = in1d(a, b)
+        assert_equal(test, [True, True, False, True, True])
+        #
+        assert_array_equal([], in1d([], []))
+
+    def test_in1d_invert(self):
+        # Test in1d's invert parameter
+        a = array([1, 2, 5, 7, -1], mask=[0, 0, 0, 0, 1])
+        b = array([1, 2, 3, 4, 5, -1], mask=[0, 0, 0, 0, 0, 1])
+        assert_equal(np.invert(in1d(a, b)), in1d(a, b, invert=True))
+
+        a = array([5, 5, 2, 1, -1], mask=[0, 0, 0, 0, 1])
+        b = array([1, 5, -1], mask=[0, 0, 1])
+        assert_equal(np.invert(in1d(a, b)), in1d(a, b, invert=True))
+
+        assert_array_equal([], in1d([], [], invert=True))
+
+    def test_union1d(self):
+        # Test union1d
+        a = array([1, 2, 5, 7, 5, -1], mask=[0, 0, 0, 0, 0, 1])
+        b = array([1, 2, 3, 4, 5, -1], mask=[0, 0, 0, 0, 0, 1])
+        test = union1d(a, b)
+        control = array([1, 2, 3, 4, 5, 7, -1], mask=[0, 0, 0, 0, 0, 0, 1])
+        assert_equal(test, control)
+
+        # Tests gh-10340, arguments to union1d should be
+        # flattened if they are not already 1D
+        x = array([[0, 1, 2], [3, 4, 5]], mask=[[0, 0, 0], [0, 0, 1]])
+        y = array([0, 1, 2, 3, 4], mask=[0, 0, 0, 0, 1])
+        ez = array([0, 1, 2, 3, 4, 5], mask=[0, 0, 0, 0, 0, 1])
+        z = union1d(x, y)
+        assert_equal(z, ez)
+        #
+        assert_array_equal([], union1d([], []))
+
+    def test_setdiff1d(self):
+        # Test setdiff1d
+        a = array([6, 5, 4, 7, 7, 1, 2, 1], mask=[0, 0, 0, 0, 0, 0, 0, 1])
+        b = array([2, 4, 3, 3, 2, 1, 5])
+        test = setdiff1d(a, b)
+        assert_equal(test, array([6, 7, -1], mask=[0, 0, 1]))
+        #
+        a = arange(10)
+        b = arange(8)
+        assert_equal(setdiff1d(a, b), array([8, 9]))
+        a = array([], np.uint32, mask=[])
+        assert_equal(setdiff1d(a, []).dtype, np.uint32)
+
+    def test_setdiff1d_char_array(self):
+        # Test setdiff1d_charray
+        a = np.array(['a', 'b', 'c'])
+        b = np.array(['a', 'b', 's'])
+        assert_array_equal(setdiff1d(a, b), np.array(['c']))
+
+
+class TestShapeBase:
+
+    def test_atleast_2d(self):
+        # Test atleast_2d
+        a = masked_array([0, 1, 2], mask=[0, 1, 0])
+        b = atleast_2d(a)
+        assert_equal(b.shape, (1, 3))
+        assert_equal(b.mask.shape, b.data.shape)
+        assert_equal(a.shape, (3,))
+        assert_equal(a.mask.shape, a.data.shape)
+        assert_equal(b.mask.shape, b.data.shape)
+
+    def test_shape_scalar(self):
+        # the atleast and diagflat function should work with scalars
+        # GitHub issue #3367
+        # Additionally, the atleast functions should accept multiple scalars
+        # correctly
+        b = atleast_1d(1.0)
+        assert_equal(b.shape, (1,))
+        assert_equal(b.mask.shape, b.shape)
+        assert_equal(b.data.shape, b.shape)
+
+        b = atleast_1d(1.0, 2.0)
+        for a in b:
+            assert_equal(a.shape, (1,))
+            assert_equal(a.mask.shape, a.shape)
+            assert_equal(a.data.shape, a.shape)
+
+        b = atleast_2d(1.0)
+        assert_equal(b.shape, (1, 1))
+        assert_equal(b.mask.shape, b.shape)
+        assert_equal(b.data.shape, b.shape)
+
+        b = atleast_2d(1.0, 2.0)
+        for a in b:
+            assert_equal(a.shape, (1, 1))
+            assert_equal(a.mask.shape, a.shape)
+            assert_equal(a.data.shape, a.shape)
+
+        b = atleast_3d(1.0)
+        assert_equal(b.shape, (1, 1, 1))
+        assert_equal(b.mask.shape, b.shape)
+        assert_equal(b.data.shape, b.shape)
+
+        b = atleast_3d(1.0, 2.0)
+        for a in b:
+            assert_equal(a.shape, (1, 1, 1))
+            assert_equal(a.mask.shape, a.shape)
+            assert_equal(a.data.shape, a.shape)
+
+        b = diagflat(1.0)
+        assert_equal(b.shape, (1, 1))
+        assert_equal(b.mask.shape, b.data.shape)
+
+
+class TestNDEnumerate:
+
+    def test_ndenumerate_nomasked(self):
+        ordinary = np.arange(6.).reshape((1, 3, 2))
+        empty_mask = np.zeros_like(ordinary, dtype=bool)
+        with_mask = masked_array(ordinary, mask=empty_mask)
+        assert_equal(list(np.ndenumerate(ordinary)),
+                     list(ndenumerate(ordinary)))
+        assert_equal(list(ndenumerate(ordinary)),
+                     list(ndenumerate(with_mask)))
+        assert_equal(list(ndenumerate(with_mask)),
+                     list(ndenumerate(with_mask, compressed=False)))
+
+    def test_ndenumerate_allmasked(self):
+        a = masked_all(())
+        b = masked_all((100,))
+        c = masked_all((2, 3, 4))
+        assert_equal(list(ndenumerate(a)), [])
+        assert_equal(list(ndenumerate(b)), [])
+        assert_equal(list(ndenumerate(b, compressed=False)),
+                     list(zip(np.ndindex((100,)), 100 * [masked])))
+        assert_equal(list(ndenumerate(c)), [])
+        assert_equal(list(ndenumerate(c, compressed=False)),
+                     list(zip(np.ndindex((2, 3, 4)), 2 * 3 * 4 * [masked])))
+
+    def test_ndenumerate_mixedmasked(self):
+        a = masked_array(np.arange(12).reshape((3, 4)),
+                         mask=[[1, 1, 1, 1],
+                               [1, 1, 0, 1],
+                               [0, 0, 0, 0]])
+        items = [((1, 2), 6),
+                 ((2, 0), 8), ((2, 1), 9), ((2, 2), 10), ((2, 3), 11)]
+        assert_equal(list(ndenumerate(a)), items)
+        assert_equal(len(list(ndenumerate(a, compressed=False))), a.size)
+        for coordinate, value in ndenumerate(a, compressed=False):
+            assert_equal(a[coordinate], value)
+
+
+class TestStack:
+
+    def test_stack_1d(self):
+        a = masked_array([0, 1, 2], mask=[0, 1, 0])
+        b = masked_array([9, 8, 7], mask=[1, 0, 0])
+
+        c = stack([a, b], axis=0)
+        assert_equal(c.shape, (2, 3))
+        assert_array_equal(a.mask, c[0].mask)
+        assert_array_equal(b.mask, c[1].mask)
+
+        d = vstack([a, b])
+        assert_array_equal(c.data, d.data)
+        assert_array_equal(c.mask, d.mask)
+
+        c = stack([a, b], axis=1)
+        assert_equal(c.shape, (3, 2))
+        assert_array_equal(a.mask, c[:, 0].mask)
+        assert_array_equal(b.mask, c[:, 1].mask)
+
+    def test_stack_masks(self):
+        a = masked_array([0, 1, 2], mask=True)
+        b = masked_array([9, 8, 7], mask=False)
+
+        c = stack([a, b], axis=0)
+        assert_equal(c.shape, (2, 3))
+        assert_array_equal(a.mask, c[0].mask)
+        assert_array_equal(b.mask, c[1].mask)
+
+        d = vstack([a, b])
+        assert_array_equal(c.data, d.data)
+        assert_array_equal(c.mask, d.mask)
+
+        c = stack([a, b], axis=1)
+        assert_equal(c.shape, (3, 2))
+        assert_array_equal(a.mask, c[:, 0].mask)
+        assert_array_equal(b.mask, c[:, 1].mask)
+
+    def test_stack_nd(self):
+        # 2D
+        shp = (3, 2)
+        d1 = np.random.randint(0, 10, shp)
+        d2 = np.random.randint(0, 10, shp)
+        m1 = np.random.randint(0, 2, shp).astype(bool)
+        m2 = np.random.randint(0, 2, shp).astype(bool)
+        a1 = masked_array(d1, mask=m1)
+        a2 = masked_array(d2, mask=m2)
+
+        c = stack([a1, a2], axis=0)
+        c_shp = (2,) + shp
+        assert_equal(c.shape, c_shp)
+        assert_array_equal(a1.mask, c[0].mask)
+        assert_array_equal(a2.mask, c[1].mask)
+
+        c = stack([a1, a2], axis=-1)
+        c_shp = shp + (2,)
+        assert_equal(c.shape, c_shp)
+        assert_array_equal(a1.mask, c[..., 0].mask)
+        assert_array_equal(a2.mask, c[..., 1].mask)
+
+        # 4D
+        shp = (3, 2, 4, 5,)
+        d1 = np.random.randint(0, 10, shp)
+        d2 = np.random.randint(0, 10, shp)
+        m1 = np.random.randint(0, 2, shp).astype(bool)
+        m2 = np.random.randint(0, 2, shp).astype(bool)
+        a1 = masked_array(d1, mask=m1)
+        a2 = masked_array(d2, mask=m2)
+
+        c = stack([a1, a2], axis=0)
+        c_shp = (2,) + shp
+        assert_equal(c.shape, c_shp)
+        assert_array_equal(a1.mask, c[0].mask)
+        assert_array_equal(a2.mask, c[1].mask)
+
+        c = stack([a1, a2], axis=-1)
+        c_shp = shp + (2,)
+        assert_equal(c.shape, c_shp)
+        assert_array_equal(a1.mask, c[..., 0].mask)
+        assert_array_equal(a2.mask, c[..., 1].mask)
diff --git a/venv/lib/python3.8/site-packages/numpy/ma/tests/test_mrecords.py b/venv/lib/python3.8/site-packages/numpy/ma/tests/test_mrecords.py
new file mode 120000
index 0000000..70650d4
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+++ b/venv/lib/python3.8/site-packages/numpy/ma/tests/test_mrecords.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/dc/86/d3/91b6c32611df6e47fea16829013821af09c8280dd732d545b67c76e7bc
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/ma/tests/test_old_ma.py b/venv/lib/python3.8/site-packages/numpy/ma/tests/test_old_ma.py
new file mode 120000
index 0000000..17a0e7b
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+++ b/venv/lib/python3.8/site-packages/numpy/ma/tests/test_old_ma.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c2/46/4c/e4d9ef909083ae8a504f97586cbd78ab078dbfa7b568ba6d433578c5b6
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diff --git a/venv/lib/python3.8/site-packages/numpy/ma/tests/test_regression.py b/venv/lib/python3.8/site-packages/numpy/ma/tests/test_regression.py
new file mode 120000
index 0000000..d5279e7
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+++ b/venv/lib/python3.8/site-packages/numpy/ma/tests/test_regression.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1a/be/69/f754b178a2b78c0dca97b38628e2dd838d274921da3128de56a22ebcc3
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diff --git a/venv/lib/python3.8/site-packages/numpy/ma/tests/test_subclassing.py b/venv/lib/python3.8/site-packages/numpy/ma/tests/test_subclassing.py
new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/numpy/random/tests/data/philox-testset-1.csv b/venv/lib/python3.8/site-packages/numpy/random/tests/data/philox-testset-1.csv
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+"""
+Build a c-extension module on-the-fly in tests.
+See build_and_import_extensions for usage hints
+
+"""
+
+import os
+import pathlib
+import sys
+import sysconfig
+
+__all__ = ['build_and_import_extension', 'compile_extension_module']
+
+
+def build_and_import_extension(
+        modname, functions, *, prologue="", build_dir=None,
+        include_dirs=[], more_init=""):
+    """
+    Build and imports a c-extension module `modname` from a list of function
+    fragments `functions`.
+
+
+    Parameters
+    ----------
+    functions : list of fragments
+        Each fragment is a sequence of func_name, calling convention, snippet.
+    prologue : string
+        Code to precede the rest, usually extra ``#include`` or ``#define``
+        macros.
+    build_dir : pathlib.Path
+        Where to build the module, usually a temporary directory
+    include_dirs : list
+        Extra directories to find include files when compiling
+    more_init : string
+        Code to appear in the module PyMODINIT_FUNC
+
+    Returns
+    -------
+    out: module
+        The module will have been loaded and is ready for use
+
+    Examples
+    --------
+    >>> functions = [("test_bytes", "METH_O", \"\"\"
+        if ( !PyBytesCheck(args)) {
+            Py_RETURN_FALSE;
+        }
+        Py_RETURN_TRUE;
+    \"\"\")]
+    >>> mod = build_and_import_extension("testme", functions)
+    >>> assert not mod.test_bytes(u'abc')
+    >>> assert mod.test_bytes(b'abc')
+    """
+    from distutils.errors import CompileError
+
+    body = prologue + _make_methods(functions, modname)
+    init = """PyObject *mod = PyModule_Create(&moduledef);
+           """
+    if not build_dir:
+        build_dir = pathlib.Path('.')
+    if more_init:
+        init += """#define INITERROR return NULL
+                """
+        init += more_init
+    init += "\nreturn mod;"
+    source_string = _make_source(modname, init, body)
+    try:
+        mod_so = compile_extension_module(
+            modname, build_dir, include_dirs, source_string)
+    except CompileError as e:
+        # shorten the exception chain
+        raise RuntimeError(f"could not compile in {build_dir}:") from e
+    import importlib.util
+    spec = importlib.util.spec_from_file_location(modname, mod_so)
+    foo = importlib.util.module_from_spec(spec)
+    spec.loader.exec_module(foo)
+    return foo
+
+
+def compile_extension_module(
+        name, builddir, include_dirs,
+        source_string, libraries=[], library_dirs=[]):
+    """
+    Build an extension module and return the filename of the resulting
+    native code file.
+
+    Parameters
+    ----------
+    name : string
+        name of the module, possibly including dots if it is a module inside a
+        package.
+    builddir : pathlib.Path
+        Where to build the module, usually a temporary directory
+    include_dirs : list
+        Extra directories to find include files when compiling
+    libraries : list
+        Libraries to link into the extension module
+    library_dirs: list
+        Where to find the libraries, ``-L`` passed to the linker
+    """
+    modname = name.split('.')[-1]
+    dirname = builddir / name
+    dirname.mkdir(exist_ok=True)
+    cfile = _convert_str_to_file(source_string, dirname)
+    include_dirs = include_dirs + [sysconfig.get_config_var('INCLUDEPY')]
+
+    return _c_compile(
+        cfile, outputfilename=dirname / modname,
+        include_dirs=include_dirs, libraries=[], library_dirs=[],
+        )
+
+
+def _convert_str_to_file(source, dirname):
+    """Helper function to create a file ``source.c`` in `dirname` that contains
+    the string in `source`. Returns the file name
+    """
+    filename = dirname / 'source.c'
+    with filename.open('w') as f:
+        f.write(str(source))
+    return filename
+
+
+def _make_methods(functions, modname):
+    """ Turns the name, signature, code in functions into complete functions
+    and lists them in a methods_table. Then turns the methods_table into a
+    ``PyMethodDef`` structure and returns the resulting code fragment ready
+    for compilation
+    """
+    methods_table = []
+    codes = []
+    for funcname, flags, code in functions:
+        cfuncname = "%s_%s" % (modname, funcname)
+        if 'METH_KEYWORDS' in flags:
+            signature = '(PyObject *self, PyObject *args, PyObject *kwargs)'
+        else:
+            signature = '(PyObject *self, PyObject *args)'
+        methods_table.append(
+            "{\"%s\", (PyCFunction)%s, %s}," % (funcname, cfuncname, flags))
+        func_code = """
+        static PyObject* {cfuncname}{signature}
+        {{
+        {code}
+        }}
+        """.format(cfuncname=cfuncname, signature=signature, code=code)
+        codes.append(func_code)
+
+    body = "\n".join(codes) + """
+    static PyMethodDef methods[] = {
+    %(methods)s
+    { NULL }
+    };
+    static struct PyModuleDef moduledef = {
+        PyModuleDef_HEAD_INIT,
+        "%(modname)s",  /* m_name */
+        NULL,           /* m_doc */
+        -1,             /* m_size */
+        methods,        /* m_methods */
+    };
+    """ % dict(methods='\n'.join(methods_table), modname=modname)
+    return body
+
+
+def _make_source(name, init, body):
+    """ Combines the code fragments into source code ready to be compiled
+    """
+    code = """
+    #include <Python.h>
+
+    %(body)s
+
+    PyMODINIT_FUNC
+    PyInit_%(name)s(void) {
+    %(init)s
+    }
+    """ % dict(
+        name=name, init=init, body=body,
+    )
+    return code
+
+
+def _c_compile(cfile, outputfilename, include_dirs=[], libraries=[],
+               library_dirs=[]):
+    if sys.platform == 'win32':
+        compile_extra = ["/we4013"]
+        link_extra = ["/LIBPATH:" + os.path.join(sys.base_prefix, 'libs')]
+    elif sys.platform.startswith('linux'):
+        compile_extra = [
+            "-O0", "-g", "-Werror=implicit-function-declaration", "-fPIC"]
+        link_extra = None
+    else:
+        compile_extra = link_extra = None
+        pass
+    if sys.platform == 'win32':
+        link_extra = link_extra + ['/DEBUG']  # generate .pdb file
+    if sys.platform == 'darwin':
+        # support Fink & Darwinports
+        for s in ('/sw/', '/opt/local/'):
+            if (s + 'include' not in include_dirs
+                    and os.path.exists(s + 'include')):
+                include_dirs.append(s + 'include')
+            if s + 'lib' not in library_dirs and os.path.exists(s + 'lib'):
+                library_dirs.append(s + 'lib')
+
+    outputfilename = outputfilename.with_suffix(get_so_suffix())
+    saved_environ = os.environ.copy()
+    try:
+        build(
+            cfile, outputfilename,
+            compile_extra, link_extra,
+            include_dirs, libraries, library_dirs)
+    finally:
+        # workaround for a distutils bugs where some env vars can
+        # become longer and longer every time it is used
+        for key, value in saved_environ.items():
+            if os.environ.get(key) != value:
+                os.environ[key] = value
+    return outputfilename
+
+
+def build(cfile, outputfilename, compile_extra, link_extra,
+          include_dirs, libraries, library_dirs):
+    "cd into the directory where the cfile is, use distutils to build"
+    from numpy.distutils.ccompiler import new_compiler
+
+    compiler = new_compiler(force=1, verbose=2)
+    compiler.customize('')
+    objects = []
+
+    old = os.getcwd()
+    os.chdir(cfile.parent)
+    try:
+        res = compiler.compile(
+            [str(cfile.name)],
+            include_dirs=include_dirs,
+            extra_preargs=compile_extra
+            )
+        objects += [str(cfile.parent / r) for r in res]
+    finally:
+        os.chdir(old)
+
+    compiler.link_shared_object(
+        objects, str(outputfilename),
+        libraries=libraries,
+        extra_preargs=link_extra,
+        library_dirs=library_dirs)
+
+
+def get_so_suffix():
+    ret = sysconfig.get_config_var('EXT_SUFFIX')
+    assert ret
+    return ret
diff --git a/venv/lib/python3.8/site-packages/numpy/testing/_private/noseclasses.py b/venv/lib/python3.8/site-packages/numpy/testing/_private/noseclasses.py
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/einsumfunc.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/einsumfunc.py
new file mode 120000
index 0000000..c2b97bc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/einsumfunc.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/flatiter.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/flatiter.py
new file mode 120000
index 0000000..2911679
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/flatiter.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/fromnumeric.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/fromnumeric.py
new file mode 120000
index 0000000..c018e3c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/fromnumeric.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/index_tricks.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/index_tricks.py
new file mode 120000
index 0000000..baf3b28
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/index_tricks.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/lib_utils.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/lib_utils.py
new file mode 120000
index 0000000..13c2bcd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/lib_utils.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/lib_version.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/lib_version.py
new file mode 120000
index 0000000..eadd3f8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/lib_version.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1e/7b/86/3b1eed400fdb731148277751a0c011d1fa1c931838946a90e20ecb188c
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/literal.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/literal.py
new file mode 120000
index 0000000..32fcd41
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/literal.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0c/bc/dd/5870fab6d5b84b4344bc641bb07fd41098e167286f3b8397263a32bd94
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/mod.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/mod.py
new file mode 120000
index 0000000..908898c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/mod.py
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/modules.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/modules.py
new file mode 120000
index 0000000..0bd44ae
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/modules.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7f/ee/91/d936eaacb5fb17c03767d5604b23c094ec2f3b2d73672bd4822bc3db9d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/multiarray.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/multiarray.py
new file mode 120000
index 0000000..f8b9d54
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/multiarray.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/33/11/da/c7a97de32aa54d5665780a86efb20b11b5bac14e68b0f707cf127ce67b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ndarray_conversion.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ndarray_conversion.py
new file mode 120000
index 0000000..1a76fdb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ndarray_conversion.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c8/f8/33/5c6ea9698d6e17fcfe4321d8adc9ab66f857eeab6f4d487b00d2ec7820
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ndarray_misc.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ndarray_misc.py
new file mode 120000
index 0000000..0bceb26
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ndarray_misc.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/46/d6/f8/b89de80c6a3c91edc7d2a6ca2cb20f676ff7c6c360c4bb1f1d8595a379
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ndarray_shape_manipulation.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ndarray_shape_manipulation.py
new file mode 120000
index 0000000..25532cc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ndarray_shape_manipulation.py
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/numeric.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/numeric.py
new file mode 120000
index 0000000..a30eadf
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/numeric.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/49/d9/ec/0f9cefd309bc4f68672329724b5e2283631c4b3eab1bd62c95c91b350e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/numerictypes.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/numerictypes.py
new file mode 120000
index 0000000..bf9370f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/numerictypes.py
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\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/random.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/random.py
new file mode 120000
index 0000000..0853889
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/random.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ea/a2/e0/b0e73278a96cf8cea1ba5847b422ca9ef7e3746798901abcc4d30f2cc8
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/scalars.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/scalars.py
new file mode 120000
index 0000000..42d17dd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/scalars.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/97/64/b7/8aab18ef34f1eb9bb6786ca8ca0b5ea1b8e9774cac4cd225a2de57c996
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/simple.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/simple.py
new file mode 120000
index 0000000..9236432
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/simple.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/55/fd/e7/293183ea44aaa1a1f6316483467cb6fa49d65fe7d01e810938d0bbabdb
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/simple_py3.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/simple_py3.py
new file mode 120000
index 0000000..4465794
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/simple_py3.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ufunc_config.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ufunc_config.py
new file mode 120000
index 0000000..fd64c8e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ufunc_config.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ufunclike.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ufunclike.py
new file mode 120000
index 0000000..19d6d52
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ufunclike.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ufuncs.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ufuncs.py
new file mode 120000
index 0000000..72cc7fd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/ufuncs.py
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/warnings_and_errors.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/warnings_and_errors.py
new file mode 120000
index 0000000..3cb1ea2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/pass/warnings_and_errors.py
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\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arithmetic.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arithmetic.pyi
new file mode 120000
index 0000000..da1f286
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arithmetic.pyi
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/array_constructors.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/array_constructors.pyi
new file mode 120000
index 0000000..0898943
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/array_constructors.pyi
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+/home/runner/.cache/pip/pool/5a/5a/25/b482b631d206170af7242ea0e0a2e2e27ada3ac477009e17842abc78e7
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arraypad.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arraypad.pyi
new file mode 120000
index 0000000..c81578f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arraypad.pyi
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arrayprint.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arrayprint.pyi
new file mode 120000
index 0000000..1ff0857
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arrayprint.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d8/2d/a6/21ab800067e8af6fd8b024d73c6bb98198659fb69c7a4369e53e04931b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arraysetops.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arraysetops.pyi
new file mode 120000
index 0000000..a5dda7d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arraysetops.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/70/ac/49/0902952ce0174438b45c673ea45bc7ab361f256df0dcee49c03ddb7d6d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arrayterator.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arrayterator.pyi
new file mode 120000
index 0000000..133f543
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/arrayterator.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/38/4b/79/73e7c5b2f7b441ce1ed896fdfc737504a52b08953e61201ffc64ef29ef
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/bitwise_ops.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/bitwise_ops.pyi
new file mode 120000
index 0000000..91145b9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/bitwise_ops.pyi
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/char.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/char.pyi
new file mode 120000
index 0000000..5374797
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/char.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/56/3c/8f/020a2fd78332a84b8624efb8368be0a9c5399dfb99d28a5e7c36667f31
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/chararray.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/chararray.pyi
new file mode 120000
index 0000000..fe8f8dc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/chararray.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ff/b7/6c/95ccfbb4376889c0fc5c06baaa5ed87bbd4b456787d5b9cd4386f1c4de
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/comparisons.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/comparisons.pyi
new file mode 100644
index 0000000..9b32f40
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/comparisons.pyi
@@ -0,0 +1,261 @@
+import numpy as np
+import fractions
+import decimal
+
+c16 = np.complex128()
+f8 = np.float64()
+i8 = np.int64()
+u8 = np.uint64()
+
+c8 = np.complex64()
+f4 = np.float32()
+i4 = np.int32()
+u4 = np.uint32()
+
+dt = np.datetime64(0, "D")
+td = np.timedelta64(0, "D")
+
+b_ = np.bool_()
+
+b = bool()
+c = complex()
+f = float()
+i = int()
+
+AR = np.array([0], dtype=np.int64)
+AR.setflags(write=False)
+
+SEQ = (0, 1, 2, 3, 4)
+
+# object-like comparisons
+
+reveal_type(i8 > fractions.Fraction(1, 5))  # E: Any
+reveal_type(i8 > [fractions.Fraction(1, 5)])  # E: Any
+reveal_type(i8 > decimal.Decimal("1.5"))  # E: Any
+reveal_type(i8 > [decimal.Decimal("1.5")])  # E: Any
+
+# Time structures
+
+reveal_type(dt > dt)  # E: bool_
+
+reveal_type(td > td)  # E: bool_
+reveal_type(td > i)  # E: bool_
+reveal_type(td > i4)  # E: bool_
+reveal_type(td > i8)  # E: bool_
+
+reveal_type(td > AR)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(td > SEQ)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(AR > SEQ)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(AR > td)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(SEQ > td)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(SEQ > AR)  # E: ndarray[Any, dtype[bool_]]
+
+# boolean
+
+reveal_type(b_ > b)  # E: bool_
+reveal_type(b_ > b_)  # E: bool_
+reveal_type(b_ > i)  # E: bool_
+reveal_type(b_ > i8)  # E: bool_
+reveal_type(b_ > i4)  # E: bool_
+reveal_type(b_ > u8)  # E: bool_
+reveal_type(b_ > u4)  # E: bool_
+reveal_type(b_ > f)  # E: bool_
+reveal_type(b_ > f8)  # E: bool_
+reveal_type(b_ > f4)  # E: bool_
+reveal_type(b_ > c)  # E: bool_
+reveal_type(b_ > c16)  # E: bool_
+reveal_type(b_ > c8)  # E: bool_
+reveal_type(b_ > AR)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(b_ > SEQ)  # E: ndarray[Any, dtype[bool_]]
+
+# Complex
+
+reveal_type(c16 > c16)  # E: bool_
+reveal_type(c16 > f8)  # E: bool_
+reveal_type(c16 > i8)  # E: bool_
+reveal_type(c16 > c8)  # E: bool_
+reveal_type(c16 > f4)  # E: bool_
+reveal_type(c16 > i4)  # E: bool_
+reveal_type(c16 > b_)  # E: bool_
+reveal_type(c16 > b)  # E: bool_
+reveal_type(c16 > c)  # E: bool_
+reveal_type(c16 > f)  # E: bool_
+reveal_type(c16 > i)  # E: bool_
+reveal_type(c16 > AR)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(c16 > SEQ)  # E: ndarray[Any, dtype[bool_]]
+
+reveal_type(c16 > c16)  # E: bool_
+reveal_type(f8 > c16)  # E: bool_
+reveal_type(i8 > c16)  # E: bool_
+reveal_type(c8 > c16)  # E: bool_
+reveal_type(f4 > c16)  # E: bool_
+reveal_type(i4 > c16)  # E: bool_
+reveal_type(b_ > c16)  # E: bool_
+reveal_type(b > c16)  # E: bool_
+reveal_type(c > c16)  # E: bool_
+reveal_type(f > c16)  # E: bool_
+reveal_type(i > c16)  # E: bool_
+reveal_type(AR > c16)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(SEQ > c16)  # E: ndarray[Any, dtype[bool_]]
+
+reveal_type(c8 > c16)  # E: bool_
+reveal_type(c8 > f8)  # E: bool_
+reveal_type(c8 > i8)  # E: bool_
+reveal_type(c8 > c8)  # E: bool_
+reveal_type(c8 > f4)  # E: bool_
+reveal_type(c8 > i4)  # E: bool_
+reveal_type(c8 > b_)  # E: bool_
+reveal_type(c8 > b)  # E: bool_
+reveal_type(c8 > c)  # E: bool_
+reveal_type(c8 > f)  # E: bool_
+reveal_type(c8 > i)  # E: bool_
+reveal_type(c8 > AR)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(c8 > SEQ)  # E: ndarray[Any, dtype[bool_]]
+
+reveal_type(c16 > c8)  # E: bool_
+reveal_type(f8 > c8)  # E: bool_
+reveal_type(i8 > c8)  # E: bool_
+reveal_type(c8 > c8)  # E: bool_
+reveal_type(f4 > c8)  # E: bool_
+reveal_type(i4 > c8)  # E: bool_
+reveal_type(b_ > c8)  # E: bool_
+reveal_type(b > c8)  # E: bool_
+reveal_type(c > c8)  # E: bool_
+reveal_type(f > c8)  # E: bool_
+reveal_type(i > c8)  # E: bool_
+reveal_type(AR > c8)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(SEQ > c8)  # E: ndarray[Any, dtype[bool_]]
+
+# Float
+
+reveal_type(f8 > f8)  # E: bool_
+reveal_type(f8 > i8)  # E: bool_
+reveal_type(f8 > f4)  # E: bool_
+reveal_type(f8 > i4)  # E: bool_
+reveal_type(f8 > b_)  # E: bool_
+reveal_type(f8 > b)  # E: bool_
+reveal_type(f8 > c)  # E: bool_
+reveal_type(f8 > f)  # E: bool_
+reveal_type(f8 > i)  # E: bool_
+reveal_type(f8 > AR)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(f8 > SEQ)  # E: ndarray[Any, dtype[bool_]]
+
+reveal_type(f8 > f8)  # E: bool_
+reveal_type(i8 > f8)  # E: bool_
+reveal_type(f4 > f8)  # E: bool_
+reveal_type(i4 > f8)  # E: bool_
+reveal_type(b_ > f8)  # E: bool_
+reveal_type(b > f8)  # E: bool_
+reveal_type(c > f8)  # E: bool_
+reveal_type(f > f8)  # E: bool_
+reveal_type(i > f8)  # E: bool_
+reveal_type(AR > f8)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(SEQ > f8)  # E: ndarray[Any, dtype[bool_]]
+
+reveal_type(f4 > f8)  # E: bool_
+reveal_type(f4 > i8)  # E: bool_
+reveal_type(f4 > f4)  # E: bool_
+reveal_type(f4 > i4)  # E: bool_
+reveal_type(f4 > b_)  # E: bool_
+reveal_type(f4 > b)  # E: bool_
+reveal_type(f4 > c)  # E: bool_
+reveal_type(f4 > f)  # E: bool_
+reveal_type(f4 > i)  # E: bool_
+reveal_type(f4 > AR)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(f4 > SEQ)  # E: ndarray[Any, dtype[bool_]]
+
+reveal_type(f8 > f4)  # E: bool_
+reveal_type(i8 > f4)  # E: bool_
+reveal_type(f4 > f4)  # E: bool_
+reveal_type(i4 > f4)  # E: bool_
+reveal_type(b_ > f4)  # E: bool_
+reveal_type(b > f4)  # E: bool_
+reveal_type(c > f4)  # E: bool_
+reveal_type(f > f4)  # E: bool_
+reveal_type(i > f4)  # E: bool_
+reveal_type(AR > f4)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(SEQ > f4)  # E: ndarray[Any, dtype[bool_]]
+
+# Int
+
+reveal_type(i8 > i8)  # E: bool_
+reveal_type(i8 > u8)  # E: bool_
+reveal_type(i8 > i4)  # E: bool_
+reveal_type(i8 > u4)  # E: bool_
+reveal_type(i8 > b_)  # E: bool_
+reveal_type(i8 > b)  # E: bool_
+reveal_type(i8 > c)  # E: bool_
+reveal_type(i8 > f)  # E: bool_
+reveal_type(i8 > i)  # E: bool_
+reveal_type(i8 > AR)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(i8 > SEQ)  # E: ndarray[Any, dtype[bool_]]
+
+reveal_type(u8 > u8)  # E: bool_
+reveal_type(u8 > i4)  # E: bool_
+reveal_type(u8 > u4)  # E: bool_
+reveal_type(u8 > b_)  # E: bool_
+reveal_type(u8 > b)  # E: bool_
+reveal_type(u8 > c)  # E: bool_
+reveal_type(u8 > f)  # E: bool_
+reveal_type(u8 > i)  # E: bool_
+reveal_type(u8 > AR)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(u8 > SEQ)  # E: ndarray[Any, dtype[bool_]]
+
+reveal_type(i8 > i8)  # E: bool_
+reveal_type(u8 > i8)  # E: bool_
+reveal_type(i4 > i8)  # E: bool_
+reveal_type(u4 > i8)  # E: bool_
+reveal_type(b_ > i8)  # E: bool_
+reveal_type(b > i8)  # E: bool_
+reveal_type(c > i8)  # E: bool_
+reveal_type(f > i8)  # E: bool_
+reveal_type(i > i8)  # E: bool_
+reveal_type(AR > i8)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(SEQ > i8)  # E: ndarray[Any, dtype[bool_]]
+
+reveal_type(u8 > u8)  # E: bool_
+reveal_type(i4 > u8)  # E: bool_
+reveal_type(u4 > u8)  # E: bool_
+reveal_type(b_ > u8)  # E: bool_
+reveal_type(b > u8)  # E: bool_
+reveal_type(c > u8)  # E: bool_
+reveal_type(f > u8)  # E: bool_
+reveal_type(i > u8)  # E: bool_
+reveal_type(AR > u8)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(SEQ > u8)  # E: ndarray[Any, dtype[bool_]]
+
+reveal_type(i4 > i8)  # E: bool_
+reveal_type(i4 > i4)  # E: bool_
+reveal_type(i4 > i)  # E: bool_
+reveal_type(i4 > b_)  # E: bool_
+reveal_type(i4 > b)  # E: bool_
+reveal_type(i4 > AR)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(i4 > SEQ)  # E: ndarray[Any, dtype[bool_]]
+
+reveal_type(u4 > i8)  # E: bool_
+reveal_type(u4 > i4)  # E: bool_
+reveal_type(u4 > u8)  # E: bool_
+reveal_type(u4 > u4)  # E: bool_
+reveal_type(u4 > i)  # E: bool_
+reveal_type(u4 > b_)  # E: bool_
+reveal_type(u4 > b)  # E: bool_
+reveal_type(u4 > AR)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(u4 > SEQ)  # E: ndarray[Any, dtype[bool_]]
+
+reveal_type(i8 > i4)  # E: bool_
+reveal_type(i4 > i4)  # E: bool_
+reveal_type(i > i4)  # E: bool_
+reveal_type(b_ > i4)  # E: bool_
+reveal_type(b > i4)  # E: bool_
+reveal_type(AR > i4)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(SEQ > i4)  # E: ndarray[Any, dtype[bool_]]
+
+reveal_type(i8 > u4)  # E: bool_
+reveal_type(i4 > u4)  # E: bool_
+reveal_type(u8 > u4)  # E: bool_
+reveal_type(u4 > u4)  # E: bool_
+reveal_type(b_ > u4)  # E: bool_
+reveal_type(b > u4)  # E: bool_
+reveal_type(i > u4)  # E: bool_
+reveal_type(AR > u4)  # E: ndarray[Any, dtype[bool_]]
+reveal_type(SEQ > u4)  # E: ndarray[Any, dtype[bool_]]
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/constants.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/constants.pyi
new file mode 120000
index 0000000..87e62ad
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/constants.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/44/53/c6/d9441f3fa6912ed0cb98bef68b3dada9f90b0b4197d2e20f5103cb7e2f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ctypeslib.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ctypeslib.pyi
new file mode 120000
index 0000000..00a0c94
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ctypeslib.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b6/0b/e5/c39b5ed6f71a7f959e057042fe36bb8b59c7e78143fd588ecab847304b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/datasource.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/datasource.pyi
new file mode 120000
index 0000000..a51b883
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/datasource.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/99/e9/61/c3096d203113fe8b9d72ffac911f232ab19e545e5439956a7d22a35c1c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/dtype.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/dtype.pyi
new file mode 120000
index 0000000..c7a4fb4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/dtype.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f1/87/a3/9dd5750b88e003306f87ee09527d20b234f0a1ea95c9a5bd067892bafc
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/einsumfunc.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/einsumfunc.pyi
new file mode 100644
index 0000000..d5f9301
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/einsumfunc.pyi
@@ -0,0 +1,35 @@
+from typing import Any
+import numpy as np
+
+AR_LIKE_b: list[bool]
+AR_LIKE_u: list[np.uint32]
+AR_LIKE_i: list[int]
+AR_LIKE_f: list[float]
+AR_LIKE_c: list[complex]
+AR_LIKE_U: list[str]
+
+OUT_f: np.ndarray[Any, np.dtype[np.float64]]
+
+reveal_type(np.einsum("i,i->i", AR_LIKE_b, AR_LIKE_b))  # E: Any
+reveal_type(np.einsum("i,i->i", AR_LIKE_u, AR_LIKE_u))  # E: Any
+reveal_type(np.einsum("i,i->i", AR_LIKE_i, AR_LIKE_i))  # E: Any
+reveal_type(np.einsum("i,i->i", AR_LIKE_f, AR_LIKE_f))  # E: Any
+reveal_type(np.einsum("i,i->i", AR_LIKE_c, AR_LIKE_c))  # E: Any
+reveal_type(np.einsum("i,i->i", AR_LIKE_b, AR_LIKE_i))  # E: Any
+reveal_type(np.einsum("i,i,i,i->i", AR_LIKE_b, AR_LIKE_u, AR_LIKE_i, AR_LIKE_c))  # E: Any
+
+reveal_type(np.einsum("i,i->i", AR_LIKE_c, AR_LIKE_c, out=OUT_f))  # E: ndarray[Any, dtype[{float64}]
+reveal_type(np.einsum("i,i->i", AR_LIKE_U, AR_LIKE_U, dtype=bool, casting="unsafe", out=OUT_f))  # E: ndarray[Any, dtype[{float64}]
+reveal_type(np.einsum("i,i->i", AR_LIKE_f, AR_LIKE_f, dtype="c16"))  # E: Any
+reveal_type(np.einsum("i,i->i", AR_LIKE_U, AR_LIKE_U, dtype=bool, casting="unsafe"))  # E: Any
+
+reveal_type(np.einsum_path("i,i->i", AR_LIKE_b, AR_LIKE_b))  # E: Tuple[builtins.list[Any], builtins.str]
+reveal_type(np.einsum_path("i,i->i", AR_LIKE_u, AR_LIKE_u))  # E: Tuple[builtins.list[Any], builtins.str]
+reveal_type(np.einsum_path("i,i->i", AR_LIKE_i, AR_LIKE_i))  # E: Tuple[builtins.list[Any], builtins.str]
+reveal_type(np.einsum_path("i,i->i", AR_LIKE_f, AR_LIKE_f))  # E: Tuple[builtins.list[Any], builtins.str]
+reveal_type(np.einsum_path("i,i->i", AR_LIKE_c, AR_LIKE_c))  # E: Tuple[builtins.list[Any], builtins.str]
+reveal_type(np.einsum_path("i,i->i", AR_LIKE_b, AR_LIKE_i))  # E: Tuple[builtins.list[Any], builtins.str]
+reveal_type(np.einsum_path("i,i,i,i->i", AR_LIKE_b, AR_LIKE_u, AR_LIKE_i, AR_LIKE_c))  # E: Tuple[builtins.list[Any], builtins.str]
+
+reveal_type(np.einsum([[1, 1], [1, 1]], AR_LIKE_i, AR_LIKE_i))  # E: Any
+reveal_type(np.einsum_path([[1, 1], [1, 1]], AR_LIKE_i, AR_LIKE_i))  # E: Tuple[builtins.list[Any], builtins.str]
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/emath.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/emath.pyi
new file mode 120000
index 0000000..c29ce79
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/emath.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/8a/27/83/2af2cd74cd03489f82886f4336b9c173ea7b2e157a0c30d9c461460df4
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/false_positives.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/false_positives.pyi
new file mode 120000
index 0000000..9e00e32
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/false_positives.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a1/0c/7c/9a15ac97457b660edde3d66614689457d6b355d18f6eb5e093515a8fbd
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/fft.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/fft.pyi
new file mode 120000
index 0000000..200335f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/fft.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/4f/9c/37/258cd742165d7d893ba065ebf5f65fd53f643aa6874b67b40d200e0782
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/flatiter.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/flatiter.pyi
new file mode 120000
index 0000000..4f9763e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/flatiter.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/8c/9d/93/28c9596e1f3900fddecb565ad5ec9510eda9961e1d4946b95e32dc711c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/fromnumeric.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/fromnumeric.pyi
new file mode 120000
index 0000000..39d5b46
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/fromnumeric.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a8/7b/fa/4a21f7965263beb2fc0373f77a0e9bfb036736b89b23ad06bfdb8f152c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/getlimits.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/getlimits.pyi
new file mode 120000
index 0000000..3ee8c0d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/getlimits.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5c/28/c7/0a587553c1be29ac190227f7078bc3eb47bcdd84c489ed5c47da0544ac
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/histograms.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/histograms.pyi
new file mode 120000
index 0000000..98434b0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/histograms.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f7/10/57/42f2f99faef4a1e9dc5cdc2a36f7833c7f1d5c728af5d8c4be743477b4
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/index_tricks.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/index_tricks.pyi
new file mode 120000
index 0000000..c74e653
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/index_tricks.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a0/c9/11/ad8eb99c865343859644f74dec616ff40d05038ecc17ff002d841b4b5e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/lib_function_base.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/lib_function_base.pyi
new file mode 100644
index 0000000..259e196
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/lib_function_base.pyi
@@ -0,0 +1,181 @@
+from typing import Any
+
+import numpy as np
+import numpy.typing as npt
+
+vectorized_func: np.vectorize
+
+f8: np.float64
+AR_LIKE_f8: list[float]
+
+AR_i8: npt.NDArray[np.int64]
+AR_f8: npt.NDArray[np.float64]
+AR_c16: npt.NDArray[np.complex128]
+AR_m: npt.NDArray[np.timedelta64]
+AR_M: npt.NDArray[np.datetime64]
+AR_O: npt.NDArray[np.object_]
+AR_b: npt.NDArray[np.bool_]
+AR_U: npt.NDArray[np.str_]
+CHAR_AR_U: np.chararray[Any, np.dtype[np.str_]]
+
+def func(*args: Any, **kwargs: Any) -> Any: ...
+
+reveal_type(vectorized_func.pyfunc)  #  E: def (*Any, **Any) -> Any
+reveal_type(vectorized_func.cache)  # E: bool
+reveal_type(vectorized_func.signature)  # E: Union[None, builtins.str]
+reveal_type(vectorized_func.otypes)  # E: Union[None, builtins.str]
+reveal_type(vectorized_func.excluded)  # E: set[Union[builtins.int, builtins.str]]
+reveal_type(vectorized_func.__doc__)  # E: Union[None, builtins.str]
+reveal_type(vectorized_func([1]))  # E: Any
+reveal_type(np.vectorize(int))  # E: vectorize
+reveal_type(np.vectorize(  # E: vectorize
+    int, otypes="i", doc="doc", excluded=(), cache=True, signature=None
+))
+
+reveal_type(np.add_newdoc("__main__", "blabla", doc="test doc"))  # E: None
+reveal_type(np.add_newdoc("__main__", "blabla", doc=("meth", "test doc")))  # E: None
+reveal_type(np.add_newdoc("__main__", "blabla", doc=[("meth", "test doc")]))  # E: None
+
+reveal_type(np.rot90(AR_f8, k=2))  # E: ndarray[Any, dtype[{float64}]]
+reveal_type(np.rot90(AR_LIKE_f8, axes=(0, 1)))  # E: ndarray[Any, dtype[Any]]
+
+reveal_type(np.flip(f8))  # E: {float64}
+reveal_type(np.flip(1.0))  # E: Any
+reveal_type(np.flip(AR_f8, axis=(0, 1)))  # E: ndarray[Any, dtype[{float64}]]
+reveal_type(np.flip(AR_LIKE_f8, axis=0))  # E: ndarray[Any, dtype[Any]]
+
+reveal_type(np.iterable(1))  # E: bool
+reveal_type(np.iterable([1]))  # E: bool
+
+reveal_type(np.average(AR_f8))  # E: floating[Any]
+reveal_type(np.average(AR_f8, weights=AR_c16))  # E: complexfloating[Any, Any]
+reveal_type(np.average(AR_O))  # E: Any
+reveal_type(np.average(AR_f8, returned=True))  # E: Tuple[floating[Any], floating[Any]]
+reveal_type(np.average(AR_f8, weights=AR_c16, returned=True))  # E: Tuple[complexfloating[Any, Any], complexfloating[Any, Any]]
+reveal_type(np.average(AR_O, returned=True))  # E: Tuple[Any, Any]
+reveal_type(np.average(AR_f8, axis=0))  # E: Any
+reveal_type(np.average(AR_f8, axis=0, returned=True))  # E: Tuple[Any, Any]
+
+reveal_type(np.asarray_chkfinite(AR_f8))  # E: ndarray[Any, dtype[{float64}]]
+reveal_type(np.asarray_chkfinite(AR_LIKE_f8))  # E: ndarray[Any, dtype[Any]]
+reveal_type(np.asarray_chkfinite(AR_f8, dtype=np.float64))  # E: ndarray[Any, dtype[{float64}]]
+reveal_type(np.asarray_chkfinite(AR_f8, dtype=float))  # E: ndarray[Any, dtype[Any]]
+
+reveal_type(np.piecewise(AR_f8, AR_b, [func]))  # E: ndarray[Any, dtype[{float64}]]
+reveal_type(np.piecewise(AR_LIKE_f8, AR_b, [func]))  # E: ndarray[Any, dtype[Any]]
+
+reveal_type(np.select([AR_f8], [AR_f8]))  # E: ndarray[Any, dtype[Any]]
+
+reveal_type(np.copy(AR_LIKE_f8))  # E: ndarray[Any, dtype[Any]]
+reveal_type(np.copy(AR_U))  # E: ndarray[Any, dtype[str_]]
+reveal_type(np.copy(CHAR_AR_U))  # E: ndarray[Any, Any]
+reveal_type(np.copy(CHAR_AR_U, "K", subok=True))  # E: chararray[Any, dtype[str_]]
+reveal_type(np.copy(CHAR_AR_U, subok=True))  # E: chararray[Any, dtype[str_]]
+
+reveal_type(np.gradient(AR_f8, axis=None))  # E: Any
+reveal_type(np.gradient(AR_LIKE_f8, edge_order=2))  # E: Any
+
+reveal_type(np.diff("bob", n=0))  # E: str
+reveal_type(np.diff(AR_f8, axis=0))  # E: ndarray[Any, dtype[Any]]
+reveal_type(np.diff(AR_LIKE_f8, prepend=1.5))  # E: ndarray[Any, dtype[Any]]
+
+reveal_type(np.angle(f8))  # E: floating[Any]
+reveal_type(np.angle(AR_f8))  # E: ndarray[Any, dtype[floating[Any]]]
+reveal_type(np.angle(AR_c16, deg=True))  # E: ndarray[Any, dtype[floating[Any]]]
+reveal_type(np.angle(AR_O))  # E: ndarray[Any, dtype[object_]]
+
+reveal_type(np.unwrap(AR_f8))  # E: ndarray[Any, dtype[floating[Any]]]
+reveal_type(np.unwrap(AR_O))  # E: ndarray[Any, dtype[object_]]
+
+reveal_type(np.sort_complex(AR_f8))  # E: ndarray[Any, dtype[complexfloating[Any, Any]]]
+
+reveal_type(np.trim_zeros(AR_f8))  # E: ndarray[Any, dtype[{float64}]]
+reveal_type(np.trim_zeros(AR_LIKE_f8))  # E: list[builtins.float]
+
+reveal_type(np.extract(AR_i8, AR_f8))  # E: ndarray[Any, dtype[{float64}]]
+reveal_type(np.extract(AR_i8, AR_LIKE_f8))  # E: ndarray[Any, dtype[Any]]
+
+reveal_type(np.place(AR_f8, mask=AR_i8, vals=5.0))  # E: None
+
+reveal_type(np.disp(1, linefeed=True))  # E: None
+with open("test", "w") as f:
+    reveal_type(np.disp("message", device=f))  # E: None
+
+reveal_type(np.cov(AR_f8, bias=True))  # E: ndarray[Any, dtype[floating[Any]]]
+reveal_type(np.cov(AR_f8, AR_c16, ddof=1))  # E: ndarray[Any, dtype[complexfloating[Any, Any]]]
+reveal_type(np.cov(AR_f8, aweights=AR_f8, dtype=np.float32))  # E: ndarray[Any, dtype[{float32}]]
+reveal_type(np.cov(AR_f8, fweights=AR_f8, dtype=float))  # E: ndarray[Any, dtype[Any]]
+
+reveal_type(np.corrcoef(AR_f8, rowvar=True))  # E: ndarray[Any, dtype[floating[Any]]]
+reveal_type(np.corrcoef(AR_f8, AR_c16))  # E: ndarray[Any, dtype[complexfloating[Any, Any]]]
+reveal_type(np.corrcoef(AR_f8, dtype=np.float32))  # E: ndarray[Any, dtype[{float32}]]
+reveal_type(np.corrcoef(AR_f8, dtype=float))  # E: ndarray[Any, dtype[Any]]
+
+reveal_type(np.blackman(5))  # E: ndarray[Any, dtype[floating[Any]]]
+reveal_type(np.bartlett(6))  # E: ndarray[Any, dtype[floating[Any]]]
+reveal_type(np.hanning(4.5))  # E: ndarray[Any, dtype[floating[Any]]]
+reveal_type(np.hamming(0))  # E: ndarray[Any, dtype[floating[Any]]]
+reveal_type(np.i0(AR_i8))  # E: ndarray[Any, dtype[floating[Any]]]
+reveal_type(np.kaiser(4, 5.9))  # E: ndarray[Any, dtype[floating[Any]]]
+
+reveal_type(np.sinc(1.0))  # E: floating[Any]
+reveal_type(np.sinc(1j))  # E: complexfloating[Any, Any]
+reveal_type(np.sinc(AR_f8))  # E: ndarray[Any, dtype[floating[Any]]]
+reveal_type(np.sinc(AR_c16))  # E: ndarray[Any, dtype[complexfloating[Any, Any]]]
+
+reveal_type(np.msort(CHAR_AR_U))  # E: Any
+reveal_type(np.msort(AR_U))  # E: ndarray[Any, dtype[str_]]
+reveal_type(np.msort(AR_LIKE_f8))  # E: ndarray[Any, dtype[Any]]
+
+reveal_type(np.median(AR_f8, keepdims=False))  # E: floating[Any]
+reveal_type(np.median(AR_c16, overwrite_input=True))  # E: complexfloating[Any, Any]
+reveal_type(np.median(AR_m))  # E: timedelta64
+reveal_type(np.median(AR_O))  # E: Any
+reveal_type(np.median(AR_f8, keepdims=True))  # E: Any
+reveal_type(np.median(AR_c16, axis=0))  # E: Any
+reveal_type(np.median(AR_LIKE_f8, out=AR_c16))  # E: ndarray[Any, dtype[{complex128}]]
+
+reveal_type(np.add_newdoc_ufunc(np.add, "docstring"))  # E: None
+
+reveal_type(np.percentile(AR_f8, 50))  # E: floating[Any]
+reveal_type(np.percentile(AR_c16, 50))  # E: complexfloating[Any, Any]
+reveal_type(np.percentile(AR_m, 50))  # E: timedelta64
+reveal_type(np.percentile(AR_M, 50, overwrite_input=True))  # E: datetime64
+reveal_type(np.percentile(AR_O, 50))  # E: Any
+reveal_type(np.percentile(AR_f8, [50]))  # E: ndarray[Any, dtype[floating[Any]]]
+reveal_type(np.percentile(AR_c16, [50]))  # E: ndarray[Any, dtype[complexfloating[Any, Any]]]
+reveal_type(np.percentile(AR_m, [50]))  # E: ndarray[Any, dtype[timedelta64]]
+reveal_type(np.percentile(AR_M, [50], method="nearest"))  # E: ndarray[Any, dtype[datetime64]]
+reveal_type(np.percentile(AR_O, [50]))  # E: ndarray[Any, dtype[object_]]
+reveal_type(np.percentile(AR_f8, [50], keepdims=True))  # E: Any
+reveal_type(np.percentile(AR_f8, [50], axis=[1]))  # E: Any
+reveal_type(np.percentile(AR_f8, [50], out=AR_c16))  # E: ndarray[Any, dtype[{complex128}]]
+
+reveal_type(np.quantile(AR_f8, 0.5))  # E: floating[Any]
+reveal_type(np.quantile(AR_c16, 0.5))  # E: complexfloating[Any, Any]
+reveal_type(np.quantile(AR_m, 0.5))  # E: timedelta64
+reveal_type(np.quantile(AR_M, 0.5, overwrite_input=True))  # E: datetime64
+reveal_type(np.quantile(AR_O, 0.5))  # E: Any
+reveal_type(np.quantile(AR_f8, [0.5]))  # E: ndarray[Any, dtype[floating[Any]]]
+reveal_type(np.quantile(AR_c16, [0.5]))  # E: ndarray[Any, dtype[complexfloating[Any, Any]]]
+reveal_type(np.quantile(AR_m, [0.5]))  # E: ndarray[Any, dtype[timedelta64]]
+reveal_type(np.quantile(AR_M, [0.5], method="nearest"))  # E: ndarray[Any, dtype[datetime64]]
+reveal_type(np.quantile(AR_O, [0.5]))  # E: ndarray[Any, dtype[object_]]
+reveal_type(np.quantile(AR_f8, [0.5], keepdims=True))  # E: Any
+reveal_type(np.quantile(AR_f8, [0.5], axis=[1]))  # E: Any
+reveal_type(np.quantile(AR_f8, [0.5], out=AR_c16))  # E: ndarray[Any, dtype[{complex128}]]
+
+reveal_type(np.meshgrid(AR_f8, AR_i8, copy=False))  # E: list[ndarray[Any, dtype[Any]]]
+reveal_type(np.meshgrid(AR_f8, AR_i8, AR_c16, indexing="ij"))  # E: list[ndarray[Any, dtype[Any]]]
+
+reveal_type(np.delete(AR_f8, np.s_[:5]))  # E: ndarray[Any, dtype[{float64}]]
+reveal_type(np.delete(AR_LIKE_f8, [0, 4, 9], axis=0))  # E: ndarray[Any, dtype[Any]]
+
+reveal_type(np.insert(AR_f8, np.s_[:5], 5))  # E: ndarray[Any, dtype[{float64}]]
+reveal_type(np.insert(AR_LIKE_f8, [0, 4, 9], [0.5, 9.2, 7], axis=0))  # E: ndarray[Any, dtype[Any]]
+
+reveal_type(np.append(AR_f8, 5))  # E: ndarray[Any, dtype[Any]]
+reveal_type(np.append(AR_LIKE_f8, 1j, axis=0))  # E: ndarray[Any, dtype[Any]]
+
+reveal_type(np.digitize(4.5, [1]))  # E: {intp}
+reveal_type(np.digitize(AR_f8, [1, 2, 3]))  # E: ndarray[Any, dtype[{intp}]]
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/lib_polynomial.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/lib_polynomial.pyi
new file mode 120000
index 0000000..ad81603
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/lib_polynomial.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/af/75/85/cf0f8c380ca5d8378d20aac03ce4e30418eb4c91c962d13b7218806f2c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/lib_utils.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/lib_utils.pyi
new file mode 120000
index 0000000..90a17db
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/lib_utils.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/dc/50/12/740e59ed795e7e13816a6a26a9bc7dd7b8439782e806a143d74042df1d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/lib_version.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/lib_version.pyi
new file mode 120000
index 0000000..6d3a97b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/lib_version.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/48/4a/36/a517a669cd579e684d0ce28410cd281dff04d014c9478aea25e908ddf2
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/linalg.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/linalg.pyi
new file mode 120000
index 0000000..fc26507
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/linalg.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/40/f7/cc/19748e4a8213fa418f5743f2b1d27156bed07e496bf7333b47c872fcdf
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/matrix.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/matrix.pyi
new file mode 120000
index 0000000..ed0f698
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/matrix.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/42/22/45/b7927188cfca4e6cd2b3793d8d472336cb1d3060630f546b6cfe2711d3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/memmap.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/memmap.pyi
new file mode 120000
index 0000000..0e6c787
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/memmap.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ac/d5/72/107839454fe0efb1fb5200c1a4f1c79a046c5a882a7f4f705dcd27ee82
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/mod.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/mod.pyi
new file mode 120000
index 0000000..6f6326a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/mod.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6b/e7/78/7651baf693ffd98990f87eb74bb81f800aff133ab366554b5eb0806a6f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/modules.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/modules.pyi
new file mode 120000
index 0000000..1d576fd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/modules.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c5/aa/e8/b82bba0dee6a17d745aab19969fc59f39a7b9e957de7ca3eb982311b41
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/multiarray.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/multiarray.pyi
new file mode 120000
index 0000000..aa2e5ec
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/multiarray.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b9/22/d9/a164121c72269bb9ce981b47cbd3ec9b1cbaa8edd78edf044ef2cda33b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/nbit_base_example.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/nbit_base_example.pyi
new file mode 120000
index 0000000..dc220be
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/nbit_base_example.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/76/5a/42/e6d8460beea23cdc2311c9247aaba4da378d8db7c014ad31c8336a98e4
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ndarray_conversion.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ndarray_conversion.pyi
new file mode 120000
index 0000000..e8188bf
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ndarray_conversion.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c3/35/59/a5880d6f278798c59977f934c306e25d1ace332fbfd182feb957a2242c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ndarray_misc.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ndarray_misc.pyi
new file mode 120000
index 0000000..a0bcdcb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ndarray_misc.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/95/cc/f5/07e55f632f79bd7502341608b8893e783e3201e8d515dbd49f696105bc
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ndarray_shape_manipulation.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ndarray_shape_manipulation.pyi
new file mode 120000
index 0000000..7b17cdc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ndarray_shape_manipulation.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/63/0c/fe/7ec18e4017f3b3ad99da1c0b952b59264d7e5ea535d84845d5757ef343
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/nditer.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/nditer.pyi
new file mode 120000
index 0000000..83c53b1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/nditer.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ed/bc/6b/401a0ca2ef34d78b7b6e20f8e06c79dfec34c8aedd8a966e5fe1873d52
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/nested_sequence.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/nested_sequence.pyi
new file mode 120000
index 0000000..fcc3057
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/nested_sequence.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/93/c0/1a/73d1cfe9cba7456c2453b04a476e54ad31e91293ce5f9cecca57517624
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/npyio.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/npyio.pyi
new file mode 120000
index 0000000..028a777
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/npyio.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/50/9d/73/9e6265016eff847ea98743f258ac3ab732ba5d036aa693eb3b9e2bf6e5
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/numeric.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/numeric.pyi
new file mode 120000
index 0000000..6fd2fac
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/numeric.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/60/90/45/8218312b7041b9e1113b9577a3b56aae6925294b6b986b175d03c7dd16
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/numerictypes.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/numerictypes.pyi
new file mode 120000
index 0000000..33706aa
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/numerictypes.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1e/38/fa/96baaab435af06d60409c7e6e3fc68789bd8e4c89309aaa9aedf06c71d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/random.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/random.pyi
new file mode 120000
index 0000000..555f340
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/random.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/28/11/da/03c4c0bce5145baf06d9175f3166bc5b531146d1d66e90e283b1af3e73
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/rec.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/rec.pyi
new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/rec.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/48/e6/d7/4364dddb058f988fc896eff8314f4e7d9a6ff85fc5790212fa45428d5b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/scalars.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/scalars.pyi
new file mode 120000
index 0000000..aa227ca
--- /dev/null
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/shape_base.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/shape_base.pyi
new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/stride_tricks.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/stride_tricks.pyi
new file mode 120000
index 0000000..add20e1
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/testing.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/testing.pyi
new file mode 120000
index 0000000..969e796
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/twodim_base.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/twodim_base.pyi
new file mode 120000
index 0000000..84da158
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/twodim_base.pyi
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/type_check.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/type_check.pyi
new file mode 120000
index 0000000..be72323
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ufunc_config.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ufunc_config.pyi
new file mode 120000
index 0000000..db01e24
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ufunclike.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ufunclike.pyi
new file mode 120000
index 0000000..3a3e5f7
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ufuncs.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/ufuncs.pyi
new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/version.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/version.pyi
new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/warnings_and_errors.pyi b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/warnings_and_errors.pyi
new file mode 120000
index 0000000..42241e5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/data/reveal/warnings_and_errors.pyi
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/test_generic_alias.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/test_generic_alias.py
new file mode 100644
index 0000000..861babd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/test_generic_alias.py
@@ -0,0 +1,188 @@
+from __future__ import annotations
+
+import sys
+import copy
+import types
+import pickle
+import weakref
+from typing import TypeVar, Any, Union, Callable
+
+import pytest
+import numpy as np
+from numpy._typing._generic_alias import _GenericAlias
+from typing_extensions import Unpack
+
+ScalarType = TypeVar("ScalarType", bound=np.generic, covariant=True)
+T1 = TypeVar("T1")
+T2 = TypeVar("T2")
+DType = _GenericAlias(np.dtype, (ScalarType,))
+NDArray = _GenericAlias(np.ndarray, (Any, DType))
+
+# NOTE: The `npt._GenericAlias` *class* isn't quite stable on python >=3.11.
+# This is not a problem during runtime (as it's 3.8-exclusive), but we still
+# need it for the >=3.9 in order to verify its semantics match
+# `types.GenericAlias` replacement. xref numpy/numpy#21526
+if sys.version_info >= (3, 9):
+    DType_ref = types.GenericAlias(np.dtype, (ScalarType,))
+    NDArray_ref = types.GenericAlias(np.ndarray, (Any, DType_ref))
+    FuncType = Callable[["_GenericAlias | types.GenericAlias"], Any]
+else:
+    DType_ref = Any
+    NDArray_ref = Any
+    FuncType = Callable[["_GenericAlias"], Any]
+
+GETATTR_NAMES = sorted(set(dir(np.ndarray)) - _GenericAlias._ATTR_EXCEPTIONS)
+
+BUFFER = np.array([1], dtype=np.int64)
+BUFFER.setflags(write=False)
+
+def _get_subclass_mro(base: type) -> tuple[type, ...]:
+    class Subclass(base):  # type: ignore[misc,valid-type]
+        pass
+    return Subclass.__mro__[1:]
+
+
+class TestGenericAlias:
+    """Tests for `numpy._typing._generic_alias._GenericAlias`."""
+
+    @pytest.mark.parametrize("name,func", [
+        ("__init__", lambda n: n),
+        ("__init__", lambda n: _GenericAlias(np.ndarray, Any)),
+        ("__init__", lambda n: _GenericAlias(np.ndarray, (Any,))),
+        ("__init__", lambda n: _GenericAlias(np.ndarray, (Any, Any))),
+        ("__init__", lambda n: _GenericAlias(np.ndarray, T1)),
+        ("__init__", lambda n: _GenericAlias(np.ndarray, (T1,))),
+        ("__init__", lambda n: _GenericAlias(np.ndarray, (T1, T2))),
+        ("__origin__", lambda n: n.__origin__),
+        ("__args__", lambda n: n.__args__),
+        ("__parameters__", lambda n: n.__parameters__),
+        ("__mro_entries__", lambda n: n.__mro_entries__([object])),
+        ("__hash__", lambda n: hash(n)),
+        ("__repr__", lambda n: repr(n)),
+        ("__getitem__", lambda n: n[np.float64]),
+        ("__getitem__", lambda n: n[ScalarType][np.float64]),
+        ("__getitem__", lambda n: n[Union[np.int64, ScalarType]][np.float64]),
+        ("__getitem__", lambda n: n[Union[T1, T2]][np.float32, np.float64]),
+        ("__eq__", lambda n: n == n),
+        ("__ne__", lambda n: n != np.ndarray),
+        ("__call__", lambda n: n((1,), np.int64, BUFFER)),
+        ("__call__", lambda n: n(shape=(1,), dtype=np.int64, buffer=BUFFER)),
+        ("subclassing", lambda n: _get_subclass_mro(n)),
+        ("pickle", lambda n: n == pickle.loads(pickle.dumps(n))),
+    ])
+    def test_pass(self, name: str, func: FuncType) -> None:
+        """Compare `types.GenericAlias` with its numpy-based backport.
+
+        Checker whether ``func`` runs as intended and that both `GenericAlias`
+        and `_GenericAlias` return the same result.
+
+        """
+        value = func(NDArray)
+
+        if sys.version_info >= (3, 9):
+            value_ref = func(NDArray_ref)
+            assert value == value_ref
+
+    @pytest.mark.parametrize("name,func", [
+        ("__copy__", lambda n: n == copy.copy(n)),
+        ("__deepcopy__", lambda n: n == copy.deepcopy(n)),
+    ])
+    def test_copy(self, name: str, func: FuncType) -> None:
+        value = func(NDArray)
+
+        # xref bpo-45167
+        GE_398 = (
+            sys.version_info[:2] == (3, 9) and sys.version_info >= (3, 9, 8)
+        )
+        if GE_398 or sys.version_info >= (3, 10, 1):
+            value_ref = func(NDArray_ref)
+            assert value == value_ref
+
+    def test_dir(self) -> None:
+        value = dir(NDArray)
+        if sys.version_info < (3, 9):
+            return
+
+        # A number attributes only exist in `types.GenericAlias` in >= 3.11
+        if sys.version_info < (3, 11, 0, "beta", 3):
+            value.remove("__typing_unpacked_tuple_args__")
+        if sys.version_info < (3, 11, 0, "beta", 1):
+            value.remove("__unpacked__")
+        assert value == dir(NDArray_ref)
+
+    @pytest.mark.parametrize("name,func,dev_version", [
+        ("__iter__", lambda n: len(list(n)), ("beta", 1)),
+        ("__iter__", lambda n: next(iter(n)), ("beta", 1)),
+        ("__unpacked__", lambda n: n.__unpacked__, ("beta", 1)),
+        ("Unpack", lambda n: Unpack[n], ("beta", 1)),
+
+        # The right operand should now have `__unpacked__ = True`,
+        # and they are thus now longer equivalent
+        ("__ne__", lambda n: n != next(iter(n)), ("beta", 1)),
+
+        # >= beta3
+        ("__typing_unpacked_tuple_args__",
+         lambda n: n.__typing_unpacked_tuple_args__, ("beta", 3)),
+
+        # >= beta4
+        ("__class__", lambda n: n.__class__ == type(n), ("beta", 4)),
+    ])
+    def test_py311_features(
+        self,
+        name: str,
+        func: FuncType,
+        dev_version: tuple[str, int],
+    ) -> None:
+        """Test Python 3.11 features."""
+        value = func(NDArray)
+
+        if sys.version_info >= (3, 11, 0, *dev_version):
+            value_ref = func(NDArray_ref)
+            assert value == value_ref
+
+    def test_weakref(self) -> None:
+        """Test ``__weakref__``."""
+        value = weakref.ref(NDArray)()
+
+        if sys.version_info >= (3, 9, 1):  # xref bpo-42332
+            value_ref = weakref.ref(NDArray_ref)()
+            assert value == value_ref
+
+    @pytest.mark.parametrize("name", GETATTR_NAMES)
+    def test_getattr(self, name: str) -> None:
+        """Test that `getattr` wraps around the underlying type,
+        aka ``__origin__``.
+
+        """
+        value = getattr(NDArray, name)
+        value_ref1 = getattr(np.ndarray, name)
+
+        if sys.version_info >= (3, 9):
+            value_ref2 = getattr(NDArray_ref, name)
+            assert value == value_ref1 == value_ref2
+        else:
+            assert value == value_ref1
+
+    @pytest.mark.parametrize("name,exc_type,func", [
+        ("__getitem__", TypeError, lambda n: n[()]),
+        ("__getitem__", TypeError, lambda n: n[Any, Any]),
+        ("__getitem__", TypeError, lambda n: n[Any][Any]),
+        ("isinstance", TypeError, lambda n: isinstance(np.array(1), n)),
+        ("issublass", TypeError, lambda n: issubclass(np.ndarray, n)),
+        ("setattr", AttributeError, lambda n: setattr(n, "__origin__", int)),
+        ("setattr", AttributeError, lambda n: setattr(n, "test", int)),
+        ("getattr", AttributeError, lambda n: getattr(n, "test")),
+    ])
+    def test_raise(
+        self,
+        name: str,
+        exc_type: type[BaseException],
+        func: FuncType,
+    ) -> None:
+        """Test operations that are supposed to raise."""
+        with pytest.raises(exc_type):
+            func(NDArray)
+
+        if sys.version_info >= (3, 9):
+            with pytest.raises(exc_type):
+                func(NDArray_ref)
diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/test_isfile.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/test_isfile.py
new file mode 120000
index 0000000..89f66c6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/test_isfile.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c4/5e/9a/5918f47220403e8c2c1b1ddf314c1102bcb3f25c460c58893e9f881b17
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/test_runtime.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/test_runtime.py
new file mode 120000
index 0000000..dc24fc0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/numpy/typing/tests/test_runtime.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/numpy/typing/tests/test_typing.py b/venv/lib/python3.8/site-packages/numpy/typing/tests/test_typing.py
new file mode 120000
index 0000000..564653a
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diff --git a/venv/lib/python3.8/site-packages/numpy/version.py b/venv/lib/python3.8/site-packages/numpy/version.py
new file mode 120000
index 0000000..21e51e3
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+++ b/venv/lib/python3.8/site-packages/numpy/version.py
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diff --git a/venv/lib/python3.8/site-packages/packaging-21.3.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/packaging-21.3.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/packaging-21.3.dist-info/INSTALLER
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/packaging-21.3.dist-info/LICENSE b/venv/lib/python3.8/site-packages/packaging-21.3.dist-info/LICENSE
new file mode 120000
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new file mode 120000
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new file mode 120000
index 0000000..de21b1b
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new file mode 100644
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+Copyright (c) 2008-2021 The pip developers (see AUTHORS.txt file)
+
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of this software and associated documentation files (the
+"Software"), to deal in the Software without restriction, including
+without limitation the rights to use, copy, modify, merge, publish,
+distribute, sublicense, and/or sell copies of the Software, and to
+permit persons to whom the Software is furnished to do so, subject to
+the following conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/venv/lib/python3.8/site-packages/pip-21.1.1.dist-info/METADATA b/venv/lib/python3.8/site-packages/pip-21.1.1.dist-info/METADATA
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+Metadata-Version: 2.1
+Name: pip
+Version: 21.1.1
+Summary: The PyPA recommended tool for installing Python packages.
+Home-page: https://pip.pypa.io/
+Author: The pip developers
+Author-email: distutils-sig@python.org
+License: MIT
+Project-URL: Documentation, https://pip.pypa.io
+Project-URL: Source, https://github.com/pypa/pip
+Project-URL: Changelog, https://pip.pypa.io/en/stable/news/
+Platform: UNKNOWN
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Topic :: Software Development :: Build Tools
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Requires-Python: >=3.6
+
+pip - The Python Package Installer
+==================================
+
+.. image:: https://img.shields.io/pypi/v/pip.svg
+   :target: https://pypi.org/project/pip/
+
+.. image:: https://readthedocs.org/projects/pip/badge/?version=latest
+   :target: https://pip.pypa.io/en/latest
+
+pip is the `package installer`_ for Python. You can use pip to install packages from the `Python Package Index`_ and other indexes.
+
+Please take a look at our documentation for how to install and use pip:
+
+* `Installation`_
+* `Usage`_
+
+We release updates regularly, with a new version every 3 months. Find more details in our documentation:
+
+* `Release notes`_
+* `Release process`_
+
+In pip 20.3, we've `made a big improvement to the heart of pip`_; `learn more`_. We want your input, so `sign up for our user experience research studies`_ to help us do it right.
+
+**Note**: pip 21.0, in January 2021, removed Python 2 support, per pip's `Python 2 support policy`_. Please migrate to Python 3.
+
+If you find bugs, need help, or want to talk to the developers, please use our mailing lists or chat rooms:
+
+* `Issue tracking`_
+* `Discourse channel`_
+* `User IRC`_
+
+If you want to get involved head over to GitHub to get the source code, look at our development documentation and feel free to jump on the developer mailing lists and chat rooms:
+
+* `GitHub page`_
+* `Development documentation`_
+* `Development mailing list`_
+* `Development IRC`_
+
+Code of Conduct
+---------------
+
+Everyone interacting in the pip project's codebases, issue trackers, chat
+rooms, and mailing lists is expected to follow the `PSF Code of Conduct`_.
+
+.. _package installer: https://packaging.python.org/guides/tool-recommendations/
+.. _Python Package Index: https://pypi.org
+.. _Installation: https://pip.pypa.io/en/stable/installing.html
+.. _Usage: https://pip.pypa.io/en/stable/
+.. _Release notes: https://pip.pypa.io/en/stable/news.html
+.. _Release process: https://pip.pypa.io/en/latest/development/release-process/
+.. _GitHub page: https://github.com/pypa/pip
+.. _Development documentation: https://pip.pypa.io/en/latest/development
+.. _made a big improvement to the heart of pip: https://pyfound.blogspot.com/2020/11/pip-20-3-new-resolver.html
+.. _learn more: https://pip.pypa.io/en/latest/user_guide/#changes-to-the-pip-dependency-resolver-in-20-3-2020
+.. _sign up for our user experience research studies: https://pyfound.blogspot.com/2020/03/new-pip-resolver-to-roll-out-this-year.html
+.. _Python 2 support policy: https://pip.pypa.io/en/latest/development/release-process/#python-2-support
+.. _Issue tracking: https://github.com/pypa/pip/issues
+.. _Discourse channel: https://discuss.python.org/c/packaging
+.. _Development mailing list: https://mail.python.org/mailman3/lists/distutils-sig.python.org/
+.. _User IRC: https://webchat.freenode.net/?channels=%23pypa
+.. _Development IRC: https://webchat.freenode.net/?channels=%23pypa-dev
+.. _PSF Code of Conduct: https://github.com/pypa/.github/blob/main/CODE_OF_CONDUCT.md
+
+
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diff --git a/venv/lib/python3.8/site-packages/pip-21.1.1.dist-info/REQUESTED b/venv/lib/python3.8/site-packages/pip-21.1.1.dist-info/REQUESTED
new file mode 100644
index 0000000..e69de29
diff --git a/venv/lib/python3.8/site-packages/pip-21.1.1.dist-info/WHEEL b/venv/lib/python3.8/site-packages/pip-21.1.1.dist-info/WHEEL
new file mode 100644
index 0000000..385faab
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip-21.1.1.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.36.2)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/venv/lib/python3.8/site-packages/pip-21.1.1.dist-info/entry_points.txt b/venv/lib/python3.8/site-packages/pip-21.1.1.dist-info/entry_points.txt
new file mode 100644
index 0000000..d48bd8a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip-21.1.1.dist-info/entry_points.txt
@@ -0,0 +1,5 @@
+[console_scripts]
+pip = pip._internal.cli.main:main
+pip3 = pip._internal.cli.main:main
+pip3.8 = pip._internal.cli.main:main
+
diff --git a/venv/lib/python3.8/site-packages/pip-21.1.1.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/pip-21.1.1.dist-info/top_level.txt
new file mode 100644
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip-21.1.1.dist-info/top_level.txt
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/pip/__init__.py b/venv/lib/python3.8/site-packages/pip/__init__.py
new file mode 120000
index 0000000..cb76031
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/16/81/e0/95d3b57ae0a95023074a5011e1c109b466bc4b2bf533e58278435ca0e3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/__main__.py b/venv/lib/python3.8/site-packages/pip/__main__.py
new file mode 120000
index 0000000..684d0aa
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+++ b/venv/lib/python3.8/site-packages/pip/__main__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/99/7c/16/0dfb4d2cc29fc15a8a156184feeb8166f1922225042e12e47b2b08b997
\ No newline at end of file
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diff --git a/venv/lib/python3.8/site-packages/pip/_internal/__pycache__/wheel_builder.cpython-38.pyc b/venv/lib/python3.8/site-packages/pip/_internal/__pycache__/wheel_builder.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/pip/_internal/build_env.py b/venv/lib/python3.8/site-packages/pip/_internal/build_env.py
new file mode 100644
index 0000000..471b12a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_internal/build_env.py
@@ -0,0 +1,289 @@
+"""Build Environment used for isolation during sdist building
+"""
+
+import contextlib
+import logging
+import os
+import pathlib
+import sys
+import textwrap
+import zipfile
+from collections import OrderedDict
+from sysconfig import get_paths
+from types import TracebackType
+from typing import TYPE_CHECKING, Iterable, Iterator, List, Optional, Set, Tuple, Type
+
+from pip._vendor.certifi import where
+from pip._vendor.pkg_resources import Requirement, VersionConflict, WorkingSet
+
+from pip import __file__ as pip_location
+from pip._internal.cli.spinners import open_spinner
+from pip._internal.locations import get_platlib, get_prefixed_libs, get_purelib
+from pip._internal.utils.subprocess import call_subprocess
+from pip._internal.utils.temp_dir import TempDirectory, tempdir_kinds
+
+if TYPE_CHECKING:
+    from pip._internal.index.package_finder import PackageFinder
+
+logger = logging.getLogger(__name__)
+
+
+class _Prefix:
+
+    def __init__(self, path):
+        # type: (str) -> None
+        self.path = path
+        self.setup = False
+        self.bin_dir = get_paths(
+            'nt' if os.name == 'nt' else 'posix_prefix',
+            vars={'base': path, 'platbase': path}
+        )['scripts']
+        self.lib_dirs = get_prefixed_libs(path)
+
+
+@contextlib.contextmanager
+def _create_standalone_pip() -> Iterator[str]:
+    """Create a "standalone pip" zip file.
+
+    The zip file's content is identical to the currently-running pip.
+    It will be used to install requirements into the build environment.
+    """
+    # Replit mod: the pip binary is a symlink to the content-addressable cache,
+    # so the original `.resolve()` was causing the zip to have some _very_
+    # unexpected contents.
+    source = pathlib.Path(pip_location).parent
+
+    # Return the current instance if `source` is not a directory. We can't build
+    # a zip from this, and it likely means the instance is already standalone.
+    if not source.is_dir():
+        yield str(source)
+        return
+
+    with TempDirectory(kind="standalone-pip") as tmp_dir:
+        pip_zip = os.path.join(tmp_dir.path, "__env_pip__.zip")
+        kwargs = {}
+        if sys.version_info >= (3, 8):
+            kwargs["strict_timestamps"] = False
+        with zipfile.ZipFile(pip_zip, "w", **kwargs) as zf:
+            for child in source.rglob("*"):
+                zf.write(child, child.relative_to(source.parent).as_posix())
+        yield os.path.join(pip_zip, "pip")
+
+
+class BuildEnvironment:
+    """Creates and manages an isolated environment to install build deps
+    """
+
+    def __init__(self):
+        # type: () -> None
+        temp_dir = TempDirectory(
+            kind=tempdir_kinds.BUILD_ENV, globally_managed=True
+        )
+
+        self._prefixes = OrderedDict(
+            (name, _Prefix(os.path.join(temp_dir.path, name)))
+            for name in ('normal', 'overlay')
+        )
+
+        self._bin_dirs = []  # type: List[str]
+        self._lib_dirs = []  # type: List[str]
+        for prefix in reversed(list(self._prefixes.values())):
+            self._bin_dirs.append(prefix.bin_dir)
+            self._lib_dirs.extend(prefix.lib_dirs)
+
+        # Customize site to:
+        # - ensure .pth files are honored
+        # - prevent access to system site packages
+        system_sites = {
+            os.path.normcase(site) for site in (get_purelib(), get_platlib())
+        }
+        self._site_dir = os.path.join(temp_dir.path, 'site')
+        if not os.path.exists(self._site_dir):
+            os.mkdir(self._site_dir)
+        with open(os.path.join(self._site_dir, 'sitecustomize.py'), 'w') as fp:
+            fp.write(textwrap.dedent(
+                '''
+                import os, site, sys
+
+                # First, drop system-sites related paths.
+                original_sys_path = sys.path[:]
+                known_paths = set()
+                for path in {system_sites!r}:
+                    site.addsitedir(path, known_paths=known_paths)
+                system_paths = set(
+                    os.path.normcase(path)
+                    for path in sys.path[len(original_sys_path):]
+                )
+                original_sys_path = [
+                    path for path in original_sys_path
+                    if os.path.normcase(path) not in system_paths
+                ]
+                sys.path = original_sys_path
+
+                # Second, add lib directories.
+                # ensuring .pth file are processed.
+                for path in {lib_dirs!r}:
+                    assert not path in sys.path
+                    site.addsitedir(path)
+                '''
+            ).format(system_sites=system_sites, lib_dirs=self._lib_dirs))
+
+    def __enter__(self):
+        # type: () -> None
+        self._save_env = {
+            name: os.environ.get(name, None)
+            for name in ('PATH', 'PYTHONNOUSERSITE', 'PYTHONPATH')
+        }
+
+        path = self._bin_dirs[:]
+        old_path = self._save_env['PATH']
+        if old_path:
+            path.extend(old_path.split(os.pathsep))
+
+        pythonpath = [self._site_dir]
+
+        os.environ.update({
+            'PATH': os.pathsep.join(path),
+            'PYTHONNOUSERSITE': '1',
+            'PYTHONPATH': os.pathsep.join(pythonpath),
+        })
+
+    def __exit__(
+        self,
+        exc_type,  # type: Optional[Type[BaseException]]
+        exc_val,  # type: Optional[BaseException]
+        exc_tb  # type: Optional[TracebackType]
+    ):
+        # type: (...) -> None
+        for varname, old_value in self._save_env.items():
+            if old_value is None:
+                os.environ.pop(varname, None)
+            else:
+                os.environ[varname] = old_value
+
+    def check_requirements(self, reqs):
+        # type: (Iterable[str]) -> Tuple[Set[Tuple[str, str]], Set[str]]
+        """Return 2 sets:
+            - conflicting requirements: set of (installed, wanted) reqs tuples
+            - missing requirements: set of reqs
+        """
+        missing = set()
+        conflicting = set()
+        if reqs:
+            ws = WorkingSet(self._lib_dirs)
+            for req in reqs:
+                try:
+                    if ws.find(Requirement.parse(req)) is None:
+                        missing.add(req)
+                except VersionConflict as e:
+                    conflicting.add((str(e.args[0].as_requirement()),
+                                     str(e.args[1])))
+        return conflicting, missing
+
+    def install_requirements(
+        self,
+        finder,  # type: PackageFinder
+        requirements,  # type: Iterable[str]
+        prefix_as_string,  # type: str
+        message  # type: str
+    ):
+        # type: (...) -> None
+        prefix = self._prefixes[prefix_as_string]
+        assert not prefix.setup
+        prefix.setup = True
+        if not requirements:
+            return
+        with contextlib.ExitStack() as ctx:
+            # TODO: Remove this block when dropping 3.6 support. Python 3.6
+            # lacks importlib.resources and pep517 has issues loading files in
+            # a zip, so we fallback to the "old" method by adding the current
+            # pip directory to the child process's sys.path.
+            if sys.version_info < (3, 7):
+                pip_runnable = os.path.dirname(pip_location)
+            else:
+                pip_runnable = ctx.enter_context(_create_standalone_pip())
+            self._install_requirements(
+                pip_runnable,
+                finder,
+                requirements,
+                prefix,
+                message,
+            )
+
+    @staticmethod
+    def _install_requirements(
+        pip_runnable: str,
+        finder: "PackageFinder",
+        requirements: Iterable[str],
+        prefix: _Prefix,
+        message: str,
+    ) -> None:
+        args = [
+            sys.executable, pip_runnable, 'install',
+            '--ignore-installed', '--no-user', '--prefix', prefix.path,
+            '--no-warn-script-location',
+        ]  # type: List[str]
+        if logger.getEffectiveLevel() <= logging.DEBUG:
+            args.append('-v')
+        for format_control in ('no_binary', 'only_binary'):
+            formats = getattr(finder.format_control, format_control)
+            args.extend(('--' + format_control.replace('_', '-'),
+                         ','.join(sorted(formats or {':none:'}))))
+
+        index_urls = finder.index_urls
+        if index_urls:
+            args.extend(['-i', index_urls[0]])
+            for extra_index in index_urls[1:]:
+                args.extend(['--extra-index-url', extra_index])
+        else:
+            args.append('--no-index')
+        for link in finder.find_links:
+            args.extend(['--find-links', link])
+
+        for host in finder.trusted_hosts:
+            args.extend(['--trusted-host', host])
+        if finder.allow_all_prereleases:
+            args.append('--pre')
+        if finder.prefer_binary:
+            args.append('--prefer-binary')
+        args.append('--')
+        args.extend(requirements)
+        extra_environ = {"_PIP_STANDALONE_CERT": where()}
+        with open_spinner(message) as spinner:
+            call_subprocess(args, spinner=spinner, extra_environ=extra_environ)
+
+
+class NoOpBuildEnvironment(BuildEnvironment):
+    """A no-op drop-in replacement for BuildEnvironment
+    """
+
+    def __init__(self):
+        # type: () -> None
+        pass
+
+    def __enter__(self):
+        # type: () -> None
+        pass
+
+    def __exit__(
+        self,
+        exc_type,  # type: Optional[Type[BaseException]]
+        exc_val,  # type: Optional[BaseException]
+        exc_tb  # type: Optional[TracebackType]
+    ):
+        # type: (...) -> None
+        pass
+
+    def cleanup(self):
+        # type: () -> None
+        pass
+
+    def install_requirements(
+        self,
+        finder,  # type: PackageFinder
+        requirements,  # type: Iterable[str]
+        prefix_as_string,  # type: str
+        message  # type: str
+    ):
+        # type: (...) -> None
+        raise NotImplementedError()
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+"""Support for installing and building the "wheel" binary package format.
+"""
+
+import collections
+import compileall
+import contextlib
+import csv
+import importlib
+import logging
+import os.path
+import re
+import shutil
+import sys
+import warnings
+from base64 import urlsafe_b64decode, urlsafe_b64encode
+from email.message import Message
+from itertools import chain, filterfalse, starmap
+from typing import (
+    IO,
+    TYPE_CHECKING,
+    Any,
+    BinaryIO,
+    Callable,
+    Dict,
+    Iterable,
+    Iterator,
+    List,
+    NewType,
+    Optional,
+    Sequence,
+    Set,
+    Tuple,
+    Union,
+    cast,
+)
+from zipfile import ZipFile, ZipInfo
+
+from pip._vendor import pkg_resources
+from pip._vendor.distlib.scripts import ScriptMaker
+from pip._vendor.distlib.util import get_export_entry
+from pip._vendor.pkg_resources import Distribution
+from pip._vendor.six import ensure_str, ensure_text, reraise
+
+from pip._internal.exceptions import InstallationError
+from pip._internal.locations import get_major_minor_version
+from pip._internal.models.direct_url import DIRECT_URL_METADATA_NAME, DirectUrl
+from pip._internal.models.scheme import SCHEME_KEYS, Scheme
+from pip._internal.utils.filesystem import adjacent_tmp_file, replace
+from pip._internal.utils.misc import captured_stdout, ensure_dir, hash_file, partition
+from pip._internal.utils.unpacking import (
+    current_umask,
+    is_within_directory,
+    set_extracted_file_to_default_mode_plus_executable,
+    zip_item_is_executable,
+)
+from pip._internal.utils.wheel import parse_wheel, pkg_resources_distribution_for_wheel
+
+if TYPE_CHECKING:
+    from typing import Protocol
+
+    class File(Protocol):
+        src_record_path = None  # type: RecordPath
+        dest_path = None  # type: str
+        changed = None  # type: bool
+
+        def save(self):
+            # type: () -> None
+            pass
+
+
+logger = logging.getLogger(__name__)
+
+RecordPath = NewType('RecordPath', str)
+InstalledCSVRow = Tuple[RecordPath, str, Union[int, str]]
+
+
+def rehash(path, blocksize=1 << 20):
+    # type: (str, int) -> Tuple[str, str]
+    """Return (encoded_digest, length) for path using hashlib.sha256()"""
+    h, length = hash_file(path, blocksize)
+    digest = 'sha256=' + urlsafe_b64encode(
+        h.digest()
+    ).decode('latin1').rstrip('=')
+    return (digest, str(length))
+
+
+def csv_io_kwargs(mode):
+    # type: (str) -> Dict[str, Any]
+    """Return keyword arguments to properly open a CSV file
+    in the given mode.
+    """
+    return {'mode': mode, 'newline': '', 'encoding': 'utf-8'}
+
+
+def fix_script(path):
+    # type: (str) -> bool
+    """Replace #!python with #!/path/to/python
+    Return True if file was changed.
+    """
+    # XXX RECORD hashes will need to be updated
+    assert os.path.isfile(path)
+
+    with open(path, 'rb') as script:
+        firstline = script.readline()
+        if not firstline.startswith(b'#!python'):
+            return False
+        exename = firstline[2:]
+        firstline = b'#!/usr/bin/env ' + exename + os.linesep.encode("ascii")
+        rest = script.read()
+    # If the file is installed from the pool, let's unlink it before
+    # writing the new version.
+    if not os.access(path, os.W_OK):
+        os.unlink(path)
+    with open(path, 'wb') as script:
+        script.write(firstline)
+        script.write(rest)
+    return True
+
+
+def wheel_root_is_purelib(metadata):
+    # type: (Message) -> bool
+    return metadata.get("Root-Is-Purelib", "").lower() == "true"
+
+
+def get_entrypoints(distribution):
+    # type: (Distribution) -> Tuple[Dict[str, str], Dict[str, str]]
+    # get the entry points and then the script names
+    try:
+        console = distribution.get_entry_map('console_scripts')
+        gui = distribution.get_entry_map('gui_scripts')
+    except KeyError:
+        # Our dict-based Distribution raises KeyError if entry_points.txt
+        # doesn't exist.
+        return {}, {}
+
+    def _split_ep(s):
+        # type: (pkg_resources.EntryPoint) -> Tuple[str, str]
+        """get the string representation of EntryPoint,
+        remove space and split on '='
+        """
+        split_parts = str(s).replace(" ", "").split("=")
+        return split_parts[0], split_parts[1]
+
+    # convert the EntryPoint objects into strings with module:function
+    console = dict(_split_ep(v) for v in console.values())
+    gui = dict(_split_ep(v) for v in gui.values())
+    return console, gui
+
+
+def message_about_scripts_not_on_PATH(scripts):
+    # type: (Sequence[str]) -> Optional[str]
+    """Determine if any scripts are not on PATH and format a warning.
+    Returns a warning message if one or more scripts are not on PATH,
+    otherwise None.
+    """
+    if not scripts:
+        return None
+
+    # Group scripts by the path they were installed in
+    grouped_by_dir = collections.defaultdict(set)  # type: Dict[str, Set[str]]
+    for destfile in scripts:
+        parent_dir = os.path.dirname(destfile)
+        script_name = os.path.basename(destfile)
+        grouped_by_dir[parent_dir].add(script_name)
+
+    # We don't want to warn for directories that are on PATH.
+    not_warn_dirs = [
+        os.path.normcase(i).rstrip(os.sep) for i in
+        os.environ.get("PATH", "").split(os.pathsep)
+    ]
+    # If an executable sits with sys.executable, we don't warn for it.
+    #     This covers the case of venv invocations without activating the venv.
+    not_warn_dirs.append(os.path.normcase(os.path.dirname(sys.executable)))
+    warn_for = {
+        parent_dir: scripts for parent_dir, scripts in grouped_by_dir.items()
+        if os.path.normcase(parent_dir) not in not_warn_dirs
+    }  # type: Dict[str, Set[str]]
+    if not warn_for:
+        return None
+
+    # Format a message
+    msg_lines = []
+    for parent_dir, dir_scripts in warn_for.items():
+        sorted_scripts = sorted(dir_scripts)  # type: List[str]
+        if len(sorted_scripts) == 1:
+            start_text = "script {} is".format(sorted_scripts[0])
+        else:
+            start_text = "scripts {} are".format(
+                ", ".join(sorted_scripts[:-1]) + " and " + sorted_scripts[-1]
+            )
+
+        msg_lines.append(
+            "The {} installed in '{}' which is not on PATH."
+            .format(start_text, parent_dir)
+        )
+
+    last_line_fmt = (
+        "Consider adding {} to PATH or, if you prefer "
+        "to suppress this warning, use --no-warn-script-location."
+    )
+    if len(msg_lines) == 1:
+        msg_lines.append(last_line_fmt.format("this directory"))
+    else:
+        msg_lines.append(last_line_fmt.format("these directories"))
+
+    # Add a note if any directory starts with ~
+    warn_for_tilde = any(
+        i[0] == "~" for i in os.environ.get("PATH", "").split(os.pathsep) if i
+    )
+    if warn_for_tilde:
+        tilde_warning_msg = (
+            "NOTE: The current PATH contains path(s) starting with `~`, "
+            "which may not be expanded by all applications."
+        )
+        msg_lines.append(tilde_warning_msg)
+
+    # Returns the formatted multiline message
+    return "\n".join(msg_lines)
+
+
+def _normalized_outrows(outrows):
+    # type: (Iterable[InstalledCSVRow]) -> List[Tuple[str, str, str]]
+    """Normalize the given rows of a RECORD file.
+
+    Items in each row are converted into str. Rows are then sorted to make
+    the value more predictable for tests.
+
+    Each row is a 3-tuple (path, hash, size) and corresponds to a record of
+    a RECORD file (see PEP 376 and PEP 427 for details).  For the rows
+    passed to this function, the size can be an integer as an int or string,
+    or the empty string.
+    """
+    # Normally, there should only be one row per path, in which case the
+    # second and third elements don't come into play when sorting.
+    # However, in cases in the wild where a path might happen to occur twice,
+    # we don't want the sort operation to trigger an error (but still want
+    # determinism).  Since the third element can be an int or string, we
+    # coerce each element to a string to avoid a TypeError in this case.
+    # For additional background, see--
+    # https://github.com/pypa/pip/issues/5868
+    return sorted(
+        (ensure_str(record_path, encoding='utf-8'), hash_, str(size))
+        for record_path, hash_, size in outrows
+    )
+
+
+def _record_to_fs_path(record_path):
+    # type: (RecordPath) -> str
+    return record_path
+
+
+def _fs_to_record_path(path, relative_to=None):
+    # type: (str, Optional[str]) -> RecordPath
+    if relative_to is not None:
+        # On Windows, do not handle relative paths if they belong to different
+        # logical disks
+        if os.path.splitdrive(path)[0].lower() == \
+                os.path.splitdrive(relative_to)[0].lower():
+            path = os.path.relpath(path, relative_to)
+    path = path.replace(os.path.sep, '/')
+    return cast('RecordPath', path)
+
+
+def _parse_record_path(record_column):
+    # type: (str) -> RecordPath
+    p = ensure_text(record_column, encoding='utf-8')
+    return cast('RecordPath', p)
+
+
+def get_csv_rows_for_installed(
+    old_csv_rows,  # type: List[List[str]]
+    installed,  # type: Dict[RecordPath, RecordPath]
+    changed,  # type: Set[RecordPath]
+    generated,  # type: List[str]
+    lib_dir,  # type: str
+):
+    # type: (...) -> List[InstalledCSVRow]
+    """
+    :param installed: A map from archive RECORD path to installation RECORD
+        path.
+    """
+    installed_rows = []  # type: List[InstalledCSVRow]
+    for row in old_csv_rows:
+        if len(row) > 3:
+            logger.warning('RECORD line has more than three elements: %s', row)
+        old_record_path = _parse_record_path(row[0])
+        new_record_path = installed.pop(old_record_path, old_record_path)
+        if new_record_path in changed:
+            digest, length = rehash(_record_to_fs_path(new_record_path))
+        else:
+            digest = row[1] if len(row) > 1 else ''
+            length = row[2] if len(row) > 2 else ''
+        installed_rows.append((new_record_path, digest, length))
+    for f in generated:
+        path = _fs_to_record_path(f, lib_dir)
+        digest, length = rehash(f)
+        installed_rows.append((path, digest, length))
+    for installed_record_path in installed.values():
+        installed_rows.append((installed_record_path, '', ''))
+    return installed_rows
+
+
+def get_console_script_specs(console):
+    # type: (Dict[str, str]) -> List[str]
+    """
+    Given the mapping from entrypoint name to callable, return the relevant
+    console script specs.
+    """
+    # Don't mutate caller's version
+    console = console.copy()
+
+    scripts_to_generate = []
+
+    # Special case pip and setuptools to generate versioned wrappers
+    #
+    # The issue is that some projects (specifically, pip and setuptools) use
+    # code in setup.py to create "versioned" entry points - pip2.7 on Python
+    # 2.7, pip3.3 on Python 3.3, etc. But these entry points are baked into
+    # the wheel metadata at build time, and so if the wheel is installed with
+    # a *different* version of Python the entry points will be wrong. The
+    # correct fix for this is to enhance the metadata to be able to describe
+    # such versioned entry points, but that won't happen till Metadata 2.0 is
+    # available.
+    # In the meantime, projects using versioned entry points will either have
+    # incorrect versioned entry points, or they will not be able to distribute
+    # "universal" wheels (i.e., they will need a wheel per Python version).
+    #
+    # Because setuptools and pip are bundled with _ensurepip and virtualenv,
+    # we need to use universal wheels. So, as a stopgap until Metadata 2.0, we
+    # override the versioned entry points in the wheel and generate the
+    # correct ones. This code is purely a short-term measure until Metadata 2.0
+    # is available.
+    #
+    # To add the level of hack in this section of code, in order to support
+    # ensurepip this code will look for an ``ENSUREPIP_OPTIONS`` environment
+    # variable which will control which version scripts get installed.
+    #
+    # ENSUREPIP_OPTIONS=altinstall
+    #   - Only pipX.Y and easy_install-X.Y will be generated and installed
+    # ENSUREPIP_OPTIONS=install
+    #   - pipX.Y, pipX, easy_install-X.Y will be generated and installed. Note
+    #     that this option is technically if ENSUREPIP_OPTIONS is set and is
+    #     not altinstall
+    # DEFAULT
+    #   - The default behavior is to install pip, pipX, pipX.Y, easy_install
+    #     and easy_install-X.Y.
+    pip_script = console.pop('pip', None)
+    if pip_script:
+        if "ENSUREPIP_OPTIONS" not in os.environ:
+            scripts_to_generate.append('pip = ' + pip_script)
+
+        if os.environ.get("ENSUREPIP_OPTIONS", "") != "altinstall":
+            scripts_to_generate.append(
+                'pip{} = {}'.format(sys.version_info[0], pip_script)
+            )
+
+        scripts_to_generate.append(
+            f'pip{get_major_minor_version()} = {pip_script}'
+        )
+        # Delete any other versioned pip entry points
+        pip_ep = [k for k in console if re.match(r'pip(\d(\.\d)?)?$', k)]
+        for k in pip_ep:
+            del console[k]
+    easy_install_script = console.pop('easy_install', None)
+    if easy_install_script:
+        if "ENSUREPIP_OPTIONS" not in os.environ:
+            scripts_to_generate.append(
+                'easy_install = ' + easy_install_script
+            )
+
+        scripts_to_generate.append(
+            'easy_install-{} = {}'.format(
+                get_major_minor_version(), easy_install_script
+            )
+        )
+        # Delete any other versioned easy_install entry points
+        easy_install_ep = [
+            k for k in console if re.match(r'easy_install(-\d\.\d)?$', k)
+        ]
+        for k in easy_install_ep:
+            del console[k]
+
+    # Generate the console entry points specified in the wheel
+    scripts_to_generate.extend(starmap('{} = {}'.format, console.items()))
+
+    return scripts_to_generate
+
+
+class ContentAddressablePool:
+    def __init__(self, cache_dir, save, symlink):
+        # type: (str, bool, bool) -> None
+        self.cache_dir = cache_dir
+        self.save = save
+        self.symlink = symlink
+
+    def path_for_digest(self, digest):
+        # type: (str) -> str
+        return os.path.join(
+            self.cache_dir,
+            'pool',
+            digest[:2],
+            digest[2:4],
+            digest[4:6],
+            digest[6:]
+        )
+
+
+class ZipBackedFile:
+    def __init__(
+        self,
+        src_record_path,  # type: RecordPath
+        dest_path,  # type: str
+        zip_file,  # type: ZipFile
+        sha256_hash,  # type: Optional[str]
+        pool,  # type: Optional[ContentAddressablePool]
+    ):
+        # type: (...) -> None
+        self.src_record_path = src_record_path
+        self.dest_path = dest_path
+        self._zip_file = zip_file
+        self.changed = False
+        self.sha256_hash = sha256_hash
+        self.pool = pool
+
+    def _getinfo(self):
+        # type: () -> ZipInfo
+        return self._zip_file.getinfo(self.src_record_path)
+
+    def save(self):
+        # type: () -> None
+
+        # When we open the output file below, any existing file is truncated
+        # before we start writing the new contents. This is fine in most
+        # cases, but can cause a segfault if pip has loaded a shared
+        # object (e.g. from pyopenssl through its vendored urllib3)
+        # Since the shared object is mmap'd an attempt to call a
+        # symbol in it will then cause a segfault. Unlinking the file
+        # allows writing of new contents while allowing the process to
+        # continue to use the old copy.
+        if os.path.exists(self.dest_path):
+            os.unlink(self.dest_path)
+
+        def _save(dest_path, writable=True):
+            # type: (str, bool) -> None
+            # directory creation is lazy and after file filtering
+            # to ensure we don't install empty dirs; empty dirs can't be
+            # uninstalled.
+            parent_dir = os.path.dirname(dest_path)
+            ensure_dir(parent_dir)
+
+            zipinfo = self._getinfo()
+            with self._zip_file.open(zipinfo) as f:
+                with open(dest_path, "wb") as dest:
+                    shutil.copyfileobj(f, dest)
+
+            if zip_item_is_executable(zipinfo):
+                set_extracted_file_to_default_mode_plus_executable(
+                    dest_path,
+                    writable=writable
+                )
+
+        if self.sha256_hash is not None and self.pool is not None:
+            cached_path = self.pool.path_for_digest(self.sha256_hash)
+            if not os.path.isfile(cached_path):
+                if not self.pool.save:
+                    # We're not going to use the pool.
+                    _save(self.dest_path, writable=True)
+                    return
+                # Save to cache and symlink from there.
+                _save(cached_path, writable=False)
+            parent_dir = os.path.dirname(self.dest_path)
+            ensure_dir(parent_dir)
+            if self.pool.symlink:
+                os.symlink(cached_path, self.dest_path)
+                return
+            # Fall back to a hard link. This might not work in all
+            # platforms and situations, so fall back to regular
+            # copying if this fails.
+            try:
+                os.link(cached_path, self.dest_path)
+                return
+            except OSError:
+                # This is moderately expected. Fall back to copy.
+                pass
+
+        _save(self.dest_path, writable=True)
+
+
+class ScriptFile:
+    def __init__(self, file):
+        # type: (File) -> None
+        self._file = file
+        self.src_record_path = self._file.src_record_path
+        self.dest_path = self._file.dest_path
+        self.changed = False
+
+    def save(self):
+        # type: () -> None
+        self._file.save()
+        self.changed = fix_script(self.dest_path)
+
+
+class MissingCallableSuffix(InstallationError):
+    def __init__(self, entry_point):
+        # type: (str) -> None
+        super().__init__(
+            "Invalid script entry point: {} - A callable "
+            "suffix is required. Cf https://packaging.python.org/"
+            "specifications/entry-points/#use-for-scripts for more "
+            "information.".format(entry_point)
+        )
+
+
+def _raise_for_invalid_entrypoint(specification):
+    # type: (str) -> None
+    entry = get_export_entry(specification)
+    if entry is not None and entry.suffix is None:
+        raise MissingCallableSuffix(str(entry))
+
+
+class PipScriptMaker(ScriptMaker):
+    def make(self, specification, options=None):
+        # type: (str, Dict[str, Any]) -> List[str]
+        _raise_for_invalid_entrypoint(specification)
+        return super().make(specification, options)
+
+
+def _install_wheel(
+    name,  # type: str
+    wheel_zip,  # type: ZipFile
+    wheel_path,  # type: str
+    scheme,  # type: Scheme
+    pycompile=True,  # type: bool
+    noop=False,  # type: bool
+    warn_script_location=True,  # type: bool
+    direct_url=None,  # type: Optional[DirectUrl]
+    requested=False,  # type: bool
+    pool=None,  # type: Optional[ContentAddressablePool]
+):
+    # type: (...) -> None
+    """Install a wheel.
+
+    :param name: Name of the project to install
+    :param wheel_zip: open ZipFile for wheel being installed
+    :param scheme: Distutils scheme dictating the install directories
+    :param req_description: String used in place of the requirement, for
+        logging
+    :param pycompile: Whether to byte-compile installed Python files
+    :param warn_script_location: Whether to check that scripts are installed
+        into a directory on PATH
+    :param pool: An optional content-addressable pool cache
+    :raises UnsupportedWheel:
+        * when the directory holds an unpacked wheel with incompatible
+          Wheel-Version
+        * when the .dist-info dir does not match the wheel
+    """
+    info_dir, metadata = parse_wheel(wheel_zip, name)
+
+    if wheel_root_is_purelib(metadata):
+        lib_dir = scheme.purelib
+    else:
+        lib_dir = scheme.platlib
+
+    distribution = pkg_resources_distribution_for_wheel(
+        wheel_zip, name, wheel_path
+    )
+    record_text = distribution.get_metadata('RECORD')
+    record_rows = list(csv.reader(record_text.splitlines()))
+
+    digests = {}  # type: Dict[RecordPath, str]
+    if pool is not None:
+        for row in record_rows:
+            if len(row) < 3:
+                continue
+            parsed_record_path = _parse_record_path(row[0])
+            if '=' not in row[1]:
+                continue
+            digest_name, b64hash = row[1].split('=', 1)
+            if digest_name != 'sha256':
+                continue
+            digests[parsed_record_path] = urlsafe_b64decode(f'{b64hash}=').hex()
+
+    # Record details of the files moved
+    #   installed = files copied from the wheel to the destination
+    #   changed = files changed while installing (scripts #! line typically)
+    #   generated = files newly generated during the install (script wrappers)
+    installed = {}  # type: Dict[RecordPath, RecordPath]
+    changed = set()  # type: Set[RecordPath]
+    generated = []  # type: List[str]
+
+    def record_installed(srcfile, destfile, modified=False):
+        # type: (RecordPath, str, bool) -> None
+        """Map archive RECORD paths to installation RECORD paths."""
+        newpath = _fs_to_record_path(destfile, lib_dir)
+        installed[srcfile] = newpath
+        if modified:
+            changed.add(_fs_to_record_path(destfile))
+
+    def all_paths():
+        # type: () -> Iterable[RecordPath]
+        names = wheel_zip.namelist()
+        # If a flag is set, names may be unicode in Python 2. We convert to
+        # text explicitly so these are valid for lookup in RECORD.
+        decoded_names = map(ensure_text, names)
+        for name in decoded_names:
+            yield cast("RecordPath", name)
+
+    def is_dir_path(path):
+        # type: (RecordPath) -> bool
+        return path.endswith("/")
+
+    def assert_no_path_traversal(dest_dir_path, target_path):
+        # type: (str, str) -> None
+        if not is_within_directory(dest_dir_path, target_path):
+            message = (
+                "The wheel {!r} has a file {!r} trying to install"
+                " outside the target directory {!r}"
+            )
+            raise InstallationError(
+                message.format(wheel_path, target_path, dest_dir_path)
+            )
+
+    def root_scheme_file_maker(zip_file, dest):
+        # type: (ZipFile, str) -> Callable[[RecordPath], File]
+        def make_root_scheme_file(record_path):
+            # type: (RecordPath) -> File
+            normed_path = os.path.normpath(record_path)
+            dest_path = os.path.join(dest, normed_path)
+            assert_no_path_traversal(dest, dest_path)
+            return ZipBackedFile(
+                record_path,
+                dest_path,
+                zip_file,
+                digests.get(record_path),
+                pool
+            )
+
+        return make_root_scheme_file
+
+    def data_scheme_file_maker(zip_file, scheme):
+        # type: (ZipFile, Scheme) -> Callable[[RecordPath], File]
+        scheme_paths = {}
+        for key in SCHEME_KEYS:
+            encoded_key = ensure_text(key)
+            scheme_paths[encoded_key] = ensure_text(
+                getattr(scheme, key), encoding=sys.getfilesystemencoding()
+            )
+
+        def make_data_scheme_file(record_path):
+            # type: (RecordPath) -> File
+            normed_path = os.path.normpath(record_path)
+            try:
+                _, scheme_key, dest_subpath = normed_path.split(os.path.sep, 2)
+            except ValueError:
+                message = (
+                    "Unexpected file in {}: {!r}. .data directory contents"
+                    " should be named like: '<scheme key>/<path>'."
+                ).format(wheel_path, record_path)
+                raise InstallationError(message)
+
+            try:
+                scheme_path = scheme_paths[scheme_key]
+            except KeyError:
+                valid_scheme_keys = ", ".join(sorted(scheme_paths))
+                message = (
+                    "Unknown scheme key used in {}: {} (for file {!r}). .data"
+                    " directory contents should be in subdirectories named"
+                    " with a valid scheme key ({})"
+                ).format(
+                    wheel_path, scheme_key, record_path, valid_scheme_keys
+                )
+                raise InstallationError(message)
+
+            dest_path = os.path.join(scheme_path, dest_subpath)
+            assert_no_path_traversal(scheme_path, dest_path)
+            return ZipBackedFile(
+                record_path,
+                dest_path,
+                zip_file,
+                digests.get(record_path),
+                pool
+            )
+
+        return make_data_scheme_file
+
+    def is_data_scheme_path(path):
+        # type: (RecordPath) -> bool
+        return path.split("/", 1)[0].endswith(".data")
+
+    paths = all_paths()
+    file_paths = filterfalse(is_dir_path, paths)
+    root_scheme_paths, data_scheme_paths = partition(
+        is_data_scheme_path, file_paths
+    )
+
+    make_root_scheme_file = root_scheme_file_maker(
+        wheel_zip,
+        ensure_text(lib_dir, encoding=sys.getfilesystemencoding()),
+    )
+    files = map(make_root_scheme_file, root_scheme_paths)
+
+    def is_script_scheme_path(path):
+        # type: (RecordPath) -> bool
+        parts = path.split("/", 2)
+        return (
+            len(parts) > 2 and
+            parts[0].endswith(".data") and
+            parts[1] == "scripts"
+        )
+
+    other_scheme_paths, script_scheme_paths = partition(
+        is_script_scheme_path, data_scheme_paths
+    )
+
+    make_data_scheme_file = data_scheme_file_maker(wheel_zip, scheme)
+    other_scheme_files = map(make_data_scheme_file, other_scheme_paths)
+    files = chain(files, other_scheme_files)
+
+    # Get the defined entry points
+    console, gui = get_entrypoints(distribution)
+
+    def is_entrypoint_wrapper(file):
+        # type: (File) -> bool
+        # EP, EP.exe and EP-script.py are scripts generated for
+        # entry point EP by setuptools
+        path = file.dest_path
+        name = os.path.basename(path)
+        if name.lower().endswith('.exe'):
+            matchname = name[:-4]
+        elif name.lower().endswith('-script.py'):
+            matchname = name[:-10]
+        elif name.lower().endswith(".pya"):
+            matchname = name[:-4]
+        else:
+            matchname = name
+        # Ignore setuptools-generated scripts
+        return (matchname in console or matchname in gui)
+
+    script_scheme_files = map(make_data_scheme_file, script_scheme_paths)
+    script_scheme_files = filterfalse(
+        is_entrypoint_wrapper, script_scheme_files
+    )
+    script_scheme_files = map(ScriptFile, script_scheme_files)
+    files = chain(files, script_scheme_files)
+
+    if noop:
+        # Nothing to do here.
+        return
+
+    for file in files:
+        file.save()
+        record_installed(file.src_record_path, file.dest_path, file.changed)
+
+    def pyc_source_file_paths():
+        # type: () -> Iterator[str]
+        # We de-duplicate installation paths, since there can be overlap (e.g.
+        # file in .data maps to same location as file in wheel root).
+        # Sorting installation paths makes it easier to reproduce and debug
+        # issues related to permissions on existing files.
+        for installed_path in sorted(set(installed.values())):
+            full_installed_path = os.path.join(lib_dir, installed_path)
+            if not os.path.isfile(full_installed_path):
+                continue
+            if not full_installed_path.endswith('.py'):
+                continue
+            yield full_installed_path
+
+    def pyc_output_path(path):
+        # type: (str) -> str
+        """Return the path the pyc file would have been written to.
+        """
+        return importlib.util.cache_from_source(path)
+
+    # Compile all of the pyc files for the installed files
+    if pycompile:
+        with captured_stdout() as stdout:
+            with warnings.catch_warnings():
+                warnings.filterwarnings('ignore')
+                for path in pyc_source_file_paths():
+                    # Python 2's `compileall.compile_file` requires a str in
+                    # error cases, so we must convert to the native type.
+                    path_arg = ensure_str(
+                        path, encoding=sys.getfilesystemencoding()
+                    )
+                    success = compileall.compile_file(
+                        path_arg, force=True, quiet=True
+                    )
+                    if success:
+                        pyc_path = pyc_output_path(path)
+                        assert os.path.exists(pyc_path)
+                        pyc_record_path = cast(
+                            "RecordPath", pyc_path.replace(os.path.sep, "/")
+                        )
+                        record_installed(pyc_record_path, pyc_path)
+        logger.debug(stdout.getvalue())
+
+    maker = PipScriptMaker(None, scheme.scripts)
+
+    # Ensure old scripts are overwritten.
+    # See https://github.com/pypa/pip/issues/1800
+    maker.clobber = True
+
+    # Ensure we don't generate any variants for scripts because this is almost
+    # never what somebody wants.
+    # See https://bitbucket.org/pypa/distlib/issue/35/
+    maker.variants = {''}
+
+    # This is required because otherwise distlib creates scripts that are not
+    # executable.
+    # See https://bitbucket.org/pypa/distlib/issue/32/
+    maker.set_mode = True
+
+    # Generate the console and GUI entry points specified in the wheel
+    scripts_to_generate = get_console_script_specs(console)
+
+    gui_scripts_to_generate = list(starmap('{} = {}'.format, gui.items()))
+
+    generated_console_scripts = maker.make_multiple(scripts_to_generate)
+    generated.extend(generated_console_scripts)
+
+    generated.extend(
+        maker.make_multiple(gui_scripts_to_generate, {'gui': True})
+    )
+
+    if warn_script_location:
+        msg = message_about_scripts_not_on_PATH(generated_console_scripts)
+        if msg is not None:
+            logger.warning(msg)
+
+    generated_file_mode = 0o666 & ~current_umask()
+
+    @contextlib.contextmanager
+    def _generate_file(path, **kwargs):
+        # type: (str, **Any) -> Iterator[BinaryIO]
+        with adjacent_tmp_file(path, **kwargs) as f:
+            yield f
+        os.chmod(f.name, generated_file_mode)
+        replace(f.name, path)
+
+    dest_info_dir = os.path.join(lib_dir, info_dir)
+
+    # Record pip as the installer
+    installer_path = os.path.join(dest_info_dir, 'INSTALLER')
+    with _generate_file(installer_path) as installer_file:
+        installer_file.write(b'pip\n')
+    generated.append(installer_path)
+
+    # Record the PEP 610 direct URL reference
+    if direct_url is not None:
+        direct_url_path = os.path.join(dest_info_dir, DIRECT_URL_METADATA_NAME)
+        with _generate_file(direct_url_path) as direct_url_file:
+            direct_url_file.write(direct_url.to_json().encode("utf-8"))
+        generated.append(direct_url_path)
+
+    # Record the REQUESTED file
+    if requested:
+        requested_path = os.path.join(dest_info_dir, 'REQUESTED')
+        with open(requested_path, "wb"):
+            pass
+        generated.append(requested_path)
+
+    rows = get_csv_rows_for_installed(
+        record_rows,
+        installed=installed,
+        changed=changed,
+        generated=generated,
+        lib_dir=lib_dir)
+
+    # Record details of all files installed
+    record_path = os.path.join(dest_info_dir, 'RECORD')
+
+    with _generate_file(record_path, **csv_io_kwargs('w')) as record_file:
+        # The type mypy infers for record_file is different for Python 3
+        # (typing.IO[Any]) and Python 2 (typing.BinaryIO). We explicitly
+        # cast to typing.IO[str] as a workaround.
+        writer = csv.writer(cast('IO[str]', record_file))
+        writer.writerows(_normalized_outrows(rows))
+
+
+@contextlib.contextmanager
+def req_error_context(req_description):
+    # type: (str) -> Iterator[None]
+    try:
+        yield
+    except InstallationError as e:
+        message = "For req: {}. {}".format(req_description, e.args[0])
+        reraise(
+            InstallationError, InstallationError(message), sys.exc_info()[2]
+        )
+
+
+def install_wheel(
+    name,  # type: str
+    wheel_path,  # type: str
+    scheme,  # type: Scheme
+    req_description,  # type: str
+    pycompile=True,  # type: bool
+    noop=False,  # type: bool
+    warn_script_location=True,  # type: bool
+    direct_url=None,  # type: Optional[DirectUrl]
+    requested=False,  # type: bool
+    pool=None,  # type: Optional[ContentAddressablePool]
+):
+    # type: (...) -> None
+    with ZipFile(wheel_path, allowZip64=True) as z:
+        with req_error_context(req_description):
+            _install_wheel(
+                name=name,
+                wheel_zip=z,
+                wheel_path=wheel_path,
+                scheme=scheme,
+                pycompile=pycompile,
+                noop=noop,
+                warn_script_location=warn_script_location,
+                direct_url=direct_url,
+                requested=requested,
+                pool=pool,
+            )
diff --git a/venv/lib/python3.8/site-packages/pip/_internal/operations/prepare.py b/venv/lib/python3.8/site-packages/pip/_internal/operations/prepare.py
new file mode 120000
index 0000000..e823cfd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_internal/operations/prepare.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/8e/09/c7/ec221da008709d8392a64112be1ac9d72af94cbd99639a238d2cd1319a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_internal/pyproject.py b/venv/lib/python3.8/site-packages/pip/_internal/pyproject.py
new file mode 120000
index 0000000..f6a7630
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_internal/pyproject.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/4a/5d/5d/39061acc6f40b2b1344d758adb355c0d1fc544eb21093c23281450b0f1
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_internal/req/__init__.py b/venv/lib/python3.8/site-packages/pip/_internal/req/__init__.py
new file mode 120000
index 0000000..4dee55a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_internal/req/__init__.py
@@ -0,0 +1 @@
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+/home/runner/.cache/pip/pool/0c/e2/15/65a5cdedb30e01e304ab320e6471a5e0e14ef8a1ab12a05407ce3c0cfa
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+/home/runner/.cache/pip/pool/50/0a/af/ce96e2d156d9a3751beac904799030fa8a08651fb35ff5a909bc720a85
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@@ -0,0 +1,153 @@
+================
+Vendoring Policy
+================
+
+* Vendored libraries **MUST** not be modified except as required to
+  successfully vendor them.
+* Vendored libraries **MUST** be released copies of libraries available on
+  PyPI.
+* Vendored libraries **MUST** be available under a license that allows
+  them to be integrated into ``pip``, which is released under the MIT license.
+* Vendored libraries **MUST** be accompanied with LICENSE files.
+* The versions of libraries vendored in pip **MUST** be reflected in
+  ``pip/_vendor/vendor.txt``.
+* Vendored libraries **MUST** function without any build steps such as ``2to3``
+  or compilation of C code, practically this limits to single source 2.x/3.x and
+  pure Python.
+* Any modifications made to libraries **MUST** be noted in
+  ``pip/_vendor/README.rst`` and their corresponding patches **MUST** be
+  included ``tools/vendoring/patches``.
+* Vendored libraries should have corresponding ``vendored()`` entries in
+  ``pip/_vendor/__init__.py``.
+
+Rationale
+=========
+
+Historically pip has not had any dependencies except for ``setuptools`` itself,
+choosing instead to implement any functionality it needed to prevent needing
+a dependency. However, starting with pip 1.5, we began to replace code that was
+implemented inside of pip with reusable libraries from PyPI. This brought the
+typical benefits of reusing libraries instead of reinventing the wheel like
+higher quality and more battle tested code, centralization of bug fixes
+(particularly security sensitive ones), and better/more features for less work.
+
+However, there are several issues with having dependencies in the traditional
+way (via ``install_requires``) for pip. These issues are:
+
+**Fragility**
+   When pip depends on another library to function then if for whatever reason
+   that library either isn't installed or an incompatible version is installed
+   then pip ceases to function. This is of course true for all Python
+   applications, however for every application *except* for pip the way you fix
+   it is by re-running pip. Obviously, when pip can't run, you can't use pip to
+   fix pip, so you're left having to manually resolve dependencies and
+   installing them by hand.
+
+**Making other libraries uninstallable**
+   One of pip's current dependencies is the ``requests`` library, for which pip
+   requires a fairly recent version to run.  If pip depended on ``requests`` in
+   the traditional manner, then we'd either have to maintain compatibility with
+   every ``requests`` version that has ever existed (and ever will), OR allow
+   pip to render certain versions of ``requests`` uninstallable. (The second
+   issue, although technically true for any Python application, is magnified by
+   pip's ubiquity; pip is installed by default in Python, in ``pyvenv``, and in
+   ``virtualenv``.)
+
+**Security**
+   This might seem puzzling at first glance, since vendoring has a tendency to
+   complicate updating dependencies for security updates, and that holds true
+   for pip. However, given the *other* reasons for avoiding dependencies, the
+   alternative is for pip to reinvent the wheel itself.  This is what pip did
+   historically. It forced pip to re-implement its own HTTPS verification
+   routines as a workaround for the Python standard library's lack of SSL
+   validation, which resulted in similar bugs in the validation routine in
+   ``requests`` and ``urllib3``, except that they had to be discovered and
+   fixed independently. Even though we're vendoring, reusing libraries keeps
+   pip more secure by relying on the great work of our dependencies, *and*
+   allowing for faster, easier security fixes by simply pulling in newer
+   versions of dependencies.
+
+**Bootstrapping**
+   Currently most popular methods of installing pip rely on pip's
+   self-contained nature to install pip itself. These tools work by bundling a
+   copy of pip, adding it to ``sys.path``, and then executing that copy of pip.
+   This is done instead of implementing a "mini installer" (to reduce
+   duplication); pip already knows how to install a Python package, and is far
+   more battle-tested than any "mini installer" could ever possibly be.
+
+Many downstream redistributors have policies against this kind of bundling, and
+instead opt to patch the software they distribute to debundle it and make it
+rely on the global versions of the software that they already have packaged
+(which may have its own patches applied to it). We (the pip team) would prefer
+it if pip was *not* debundled in this manner due to the above reasons and
+instead we would prefer it if pip would be left intact as it is now. The one
+exception to this, is it is acceptable to remove the
+``pip/_vendor/requests/cacert.pem`` file provided you ensure that the
+``ssl.get_default_verify_paths().cafile`` API returns the correct CA bundle for
+your system. This will ensure that pip will use your system provided CA bundle
+instead of the copy bundled with pip.
+
+In the longer term, if someone has a *portable* solution to the above problems,
+other than the bundling method we currently use, that doesn't add additional
+problems that are unreasonable then we would be happy to consider, and possibly
+switch to said method. This solution must function correctly across all of the
+situation that we expect pip to be used and not mandate some external mechanism
+such as OS packages.
+
+
+Modifications
+=============
+
+* ``setuptools`` is completely stripped to only keep ``pkg_resources``.
+* ``pkg_resources`` has been modified to import its dependencies from
+  ``pip._vendor``.
+* ``packaging`` has been modified to import its dependencies from
+  ``pip._vendor``.
+* ``html5lib`` has been modified to import six from ``pip._vendor``, to prefer
+  importing from ``collections.abc`` instead of ``collections`` and does not
+  import ``xml.etree.cElementTree`` on Python 3.
+* ``CacheControl`` has been modified to import its dependencies from
+  ``pip._vendor``.
+* ``requests`` has been modified to import its other dependencies from
+  ``pip._vendor`` and to *not* load ``simplejson`` (all platforms) and
+  ``pyopenssl`` (Windows).
+
+
+Automatic Vendoring
+===================
+
+Vendoring is automated via the `vendoring <https://pypi.org/project/vendoring/>`_ tool from the content of
+``pip/_vendor/vendor.txt`` and the different patches in
+``tools/vendoring/patches``.
+Launch it via ``vendoring sync . -v`` (requires ``vendoring>=0.2.2``).
+
+
+Debundling
+==========
+
+As mentioned in the rationale, we, the pip team, would prefer it if pip was not
+debundled (other than optionally ``pip/_vendor/requests/cacert.pem``) and that
+pip was left intact. However, if you insist on doing so, we have a
+semi-supported method (that we don't test in our CI) and requires a bit of
+extra work on your end in order to solve the problems described above.
+
+1. Delete everything in ``pip/_vendor/`` **except** for
+   ``pip/_vendor/__init__.py`` and ``pip/_vendor/vendor.txt``.
+2. Generate wheels for each of pip's dependencies (and any of their
+   dependencies) using your patched copies of these libraries. These must be
+   placed somewhere on the filesystem that pip can access (``pip/_vendor`` is
+   the default assumption).
+3. Modify ``pip/_vendor/__init__.py`` so that the ``DEBUNDLED`` variable is
+   ``True``.
+4. Upon installation, the ``INSTALLER`` file in pip's own ``dist-info``
+   directory should be set to something other than ``pip``, so that pip
+   can detect that it wasn't installed using itself.
+5. *(optional)* If you've placed the wheels in a location other than
+   ``pip/_vendor/``, then modify ``pip/_vendor/__init__.py`` so that the
+   ``WHEEL_DIR`` variable points to the location you've placed them.
+6. *(optional)* Update the ``pip_self_version_check`` logic to use the
+   appropriate logic for determining the latest available version of pip and
+   prompt the user with the correct upgrade message.
+
+Note that partial debundling is **NOT** supported. You need to prepare wheels
+for all dependencies for successful debundling.
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/__init__.py b/venv/lib/python3.8/site-packages/pip/_vendor/__init__.py
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+/home/runner/.cache/pip/pool/33/a2/18/449b5d6609923c25c248c051074553dcff0c7456d60836d22eb07611b8
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@@ -0,0 +1 @@
+from cachecontrol import *
\ No newline at end of file
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\ No newline at end of file
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new file mode 120000
index 0000000..ff729da
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diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/chardet/langthaimodel.py b/venv/lib/python3.8/site-packages/pip/_vendor/chardet/langthaimodel.py
new file mode 120000
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new file mode 120000
index 0000000..dea1e9b
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new file mode 120000
index 0000000..8a34807
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new file mode 120000
index 0000000..d2a8dd5
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index 0000000..91e901a
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new file mode 120000
index 0000000..5ad5345
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new file mode 120000
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new file mode 120000
index 0000000..948f250
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index 0000000..6dc7f77
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index 0000000..60a6c25
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\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/colorama/LICENSE.txt b/venv/lib/python3.8/site-packages/pip/_vendor/colorama/LICENSE.txt
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6e/a4/bf/753387eae5bd88681dd2ecdfa4f8e8eaf678c693d9ee4c9f649daf35ac
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diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distlib/_backport/misc.py b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/_backport/misc.py
new file mode 120000
index 0000000..99f82fb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/_backport/misc.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/29/67/9c/20d75b14d3b148e3f57c617af340899da0ba4b87c146012d6984f0d228
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distlib/_backport/shutil.py b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/_backport/shutil.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/21/7f/c6/d8d3eac1e70989b9080e37b4e1baaed31a4791f490d8668674456a3396
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diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distlib/_backport/sysconfig.cfg b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/_backport/sysconfig.cfg
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b3/06/4a/c6af516397bdaf73d70ab96f40f32cbce7625990531cb11ba92f0b24b5
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distlib/_backport/sysconfig.py b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/_backport/sysconfig.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/05/01/c5/95bea9b9b0a5fddbd3d4d8edcc8b61ca5a1f8ca8aca31db7f6cb438345
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+/home/runner/.cache/pip/pool/22/1a/7b/ad745c8db20ac3c08e9bdc1278f57d0111976d217d8065c0327d90f8a5
\ No newline at end of file
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/00/30/39/eb1880c5aaf7994eaa7a694184d6ecac53e8b174613b8e11cec6c93ea9
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new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/database.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2a/5d/18/bcf40a73839ca558bb939705ce2c9d335c4e2bc8aa7712c65e06d91d5e
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diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distlib/index.py b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/index.py
new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/index.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/49/72/b3/a5008445cb71603329fce2de7b67f42747b5f5984674222832551f5103
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distlib/locators.py b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/locators.py
new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/locators.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/73/d1/38/70311a709fee29bb84e41a805687285a9eabb2e0464e488d0d0ab7cd5e
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diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distlib/manifest.py b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/manifest.py
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+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/manifest.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/9d/01/21/626828ade681673c85cf062c5f124046eddfa38124ba7535eb7535ea21
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distlib/markers.py b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/markers.py
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+/home/runner/.cache/pip/pool/e8/07/37/7027c504445ec621125883979a0f9aa483fc9767ac69f3525f728ccbef
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diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distlib/metadata.py b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/metadata.py
new file mode 120000
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cf/62/8f/cb7877b5c0e76fd5ecee702a4393b3d1baa358050598a59c14a468a1d8
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diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distlib/resources.py b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/resources.py
new file mode 120000
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d8/51/af/d191c5d782978cb2252f447df7597241019c7b0392e2627ee67f895677
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diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distlib/scripts.py b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/scripts.py
new file mode 100644
index 0000000..05180b9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/scripts.py
@@ -0,0 +1,419 @@
+# -*- coding: utf-8 -*-
+#
+# Copyright (C) 2013-2015 Vinay Sajip.
+# Licensed to the Python Software Foundation under a contributor agreement.
+# See LICENSE.txt and CONTRIBUTORS.txt.
+#
+from io import BytesIO
+import logging
+import os
+import re
+import struct
+import sys
+
+from .compat import sysconfig, detect_encoding, ZipFile
+from .resources import finder
+from .util import (FileOperator, get_export_entry, convert_path,
+                   get_executable, in_venv)
+
+logger = logging.getLogger(__name__)
+
+_DEFAULT_MANIFEST = '''
+<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
+<assembly xmlns="urn:schemas-microsoft-com:asm.v1" manifestVersion="1.0">
+ <assemblyIdentity version="1.0.0.0"
+ processorArchitecture="X86"
+ name="%s"
+ type="win32"/>
+
+ <!-- Identify the application security requirements. -->
+ <trustInfo xmlns="urn:schemas-microsoft-com:asm.v3">
+ <security>
+ <requestedPrivileges>
+ <requestedExecutionLevel level="asInvoker" uiAccess="false"/>
+ </requestedPrivileges>
+ </security>
+ </trustInfo>
+</assembly>'''.strip()
+
+# check if Python is called on the first line with this expression
+FIRST_LINE_RE = re.compile(b'^#!.*pythonw?[0-9.]*([ \t].*)?$')
+SCRIPT_TEMPLATE = r'''# -*- coding: utf-8 -*-
+import re
+import sys
+from %(module)s import %(import_name)s
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(%(func)s())
+'''
+
+
+def enquote_executable(executable):
+    if ' ' in executable:
+        # make sure we quote only the executable in case of env
+        # for example /usr/bin/env "/dir with spaces/bin/jython"
+        # instead of "/usr/bin/env /dir with spaces/bin/jython"
+        # otherwise whole
+        if executable.startswith('/usr/bin/env '):
+            env, _executable = executable.split(' ', 1)
+            if ' ' in _executable and not _executable.startswith('"'):
+                executable = '%s "%s"' % (env, _executable)
+        else:
+            if not executable.startswith('"'):
+                executable = '"%s"' % executable
+    return executable
+
+# Keep the old name around (for now), as there is at least one project using it!
+_enquote_executable = enquote_executable
+
+class ScriptMaker(object):
+    """
+    A class to copy or create scripts from source scripts or callable
+    specifications.
+    """
+    script_template = SCRIPT_TEMPLATE
+
+    executable = None  # for shebangs
+
+    def __init__(self, source_dir, target_dir, add_launchers=True,
+                 dry_run=False, fileop=None):
+        self.source_dir = source_dir
+        self.target_dir = target_dir
+        self.add_launchers = add_launchers
+        self.force = False
+        self.clobber = False
+        # It only makes sense to set mode bits on POSIX.
+        self.set_mode = (os.name == 'posix') or (os.name == 'java' and
+                                                 os._name == 'posix')
+        self.variants = set(('', 'X.Y'))
+        self._fileop = fileop or FileOperator(dry_run)
+
+        self._is_nt = os.name == 'nt' or (
+            os.name == 'java' and os._name == 'nt')
+        self.version_info = sys.version_info
+
+    def _get_alternate_executable(self, executable, options):
+        if options.get('gui', False) and self._is_nt:  # pragma: no cover
+            dn, fn = os.path.split(executable)
+            fn = fn.replace('python', 'pythonw')
+            executable = os.path.join(dn, fn)
+        return executable
+
+    if sys.platform.startswith('java'):  # pragma: no cover
+        def _is_shell(self, executable):
+            """
+            Determine if the specified executable is a script
+            (contains a #! line)
+            """
+            try:
+                with open(executable) as fp:
+                    return fp.read(2) == '#!'
+            except (OSError, IOError):
+                logger.warning('Failed to open %s', executable)
+                return False
+
+        def _fix_jython_executable(self, executable):
+            if self._is_shell(executable):
+                # Workaround for Jython is not needed on Linux systems.
+                import java
+
+                if java.lang.System.getProperty('os.name') == 'Linux':
+                    return executable
+            elif executable.lower().endswith('jython.exe'):
+                # Use wrapper exe for Jython on Windows
+                return executable
+            return '/usr/bin/env %s' % executable
+
+    def _build_shebang(self, executable, post_interp):
+        """
+        Build a shebang line. In the simple case (on Windows, or a shebang line
+        which is not too long or contains spaces) use a simple formulation for
+        the shebang. Otherwise, use /bin/sh as the executable, with a contrived
+        shebang which allows the script to run either under Python or sh, using
+        suitable quoting. Thanks to Harald Nordgren for his input.
+
+        See also: http://www.in-ulm.de/~mascheck/various/shebang/#length
+                  https://hg.mozilla.org/mozilla-central/file/tip/mach
+        """
+        if os.name != 'posix':
+            simple_shebang = True
+        else:
+            # Add 3 for '#!' prefix and newline suffix.
+            shebang_length = len(executable) + len(post_interp) + 3
+            if sys.platform == 'darwin':
+                max_shebang_length = 512
+            else:
+                max_shebang_length = 127
+            simple_shebang = ((b' ' not in executable) and
+                              (shebang_length <= max_shebang_length))
+
+        if simple_shebang:
+            result = b'#!/usr/bin/env python3' + post_interp + b'\n'
+        else:
+            result = b'#!/bin/sh\n'
+            result += b"'''exec' python3" + post_interp + b' "$0" "$@"\n'
+            result += b"' '''"
+        return result
+
+    def _get_shebang(self, encoding, post_interp=b'', options=None):
+        enquote = True
+        if self.executable:
+            executable = self.executable
+            enquote = False     # assume this will be taken care of
+        elif not sysconfig.is_python_build():
+            executable = get_executable()
+        elif in_venv():  # pragma: no cover
+            executable = os.path.join(sysconfig.get_path('scripts'),
+                            'python%s' % sysconfig.get_config_var('EXE'))
+        else:  # pragma: no cover
+            executable = os.path.join(
+                sysconfig.get_config_var('BINDIR'),
+               'python%s%s' % (sysconfig.get_config_var('VERSION'),
+                               sysconfig.get_config_var('EXE')))
+        if options:
+            executable = self._get_alternate_executable(executable, options)
+
+        if sys.platform.startswith('java'):  # pragma: no cover
+            executable = self._fix_jython_executable(executable)
+
+        # Normalise case for Windows - COMMENTED OUT
+        # executable = os.path.normcase(executable)
+        # N.B. The normalising operation above has been commented out: See
+        # issue #124. Although paths in Windows are generally case-insensitive,
+        # they aren't always. For example, a path containing a ẞ (which is a
+        # LATIN CAPITAL LETTER SHARP S - U+1E9E) is normcased to ß (which is a
+        # LATIN SMALL LETTER SHARP S' - U+00DF). The two are not considered by
+        # Windows as equivalent in path names.
+
+        # If the user didn't specify an executable, it may be necessary to
+        # cater for executable paths with spaces (not uncommon on Windows)
+        if enquote:
+            executable = enquote_executable(executable)
+        # Issue #51: don't use fsencode, since we later try to
+        # check that the shebang is decodable using utf-8.
+        executable = executable.encode('utf-8')
+        # in case of IronPython, play safe and enable frames support
+        if (sys.platform == 'cli' and '-X:Frames' not in post_interp
+            and '-X:FullFrames' not in post_interp):  # pragma: no cover
+            post_interp += b' -X:Frames'
+        shebang = self._build_shebang(executable, post_interp)
+        # Python parser starts to read a script using UTF-8 until
+        # it gets a #coding:xxx cookie. The shebang has to be the
+        # first line of a file, the #coding:xxx cookie cannot be
+        # written before. So the shebang has to be decodable from
+        # UTF-8.
+        try:
+            shebang.decode('utf-8')
+        except UnicodeDecodeError:  # pragma: no cover
+            raise ValueError(
+                'The shebang (%r) is not decodable from utf-8' % shebang)
+        # If the script is encoded to a custom encoding (use a
+        # #coding:xxx cookie), the shebang has to be decodable from
+        # the script encoding too.
+        if encoding != 'utf-8':
+            try:
+                shebang.decode(encoding)
+            except UnicodeDecodeError:  # pragma: no cover
+                raise ValueError(
+                    'The shebang (%r) is not decodable '
+                    'from the script encoding (%r)' % (shebang, encoding))
+        return shebang
+
+    def _get_script_text(self, entry):
+        return self.script_template % dict(module=entry.prefix,
+                                           import_name=entry.suffix.split('.')[0],
+                                           func=entry.suffix)
+
+    manifest = _DEFAULT_MANIFEST
+
+    def get_manifest(self, exename):
+        base = os.path.basename(exename)
+        return self.manifest % base
+
+    def _write_script(self, names, shebang, script_bytes, filenames, ext):
+        use_launcher = self.add_launchers and self._is_nt
+        linesep = os.linesep.encode('utf-8')
+        if not shebang.endswith(linesep):
+            shebang += linesep
+        if not use_launcher:
+            script_bytes = shebang + script_bytes
+        else:  # pragma: no cover
+            if ext == 'py':
+                launcher = self._get_launcher('t')
+            else:
+                launcher = self._get_launcher('w')
+            stream = BytesIO()
+            with ZipFile(stream, 'w') as zf:
+                zf.writestr('__main__.py', script_bytes)
+            zip_data = stream.getvalue()
+            script_bytes = launcher + shebang + zip_data
+        for name in names:
+            outname = os.path.join(self.target_dir, name)
+            if use_launcher:  # pragma: no cover
+                n, e = os.path.splitext(outname)
+                if e.startswith('.py'):
+                    outname = n
+                outname = '%s.exe' % outname
+                try:
+                    self._fileop.write_binary_file(outname, script_bytes)
+                except Exception:
+                    # Failed writing an executable - it might be in use.
+                    logger.warning('Failed to write executable - trying to '
+                                   'use .deleteme logic')
+                    dfname = '%s.deleteme' % outname
+                    if os.path.exists(dfname):
+                        os.remove(dfname)       # Not allowed to fail here
+                    os.rename(outname, dfname)  # nor here
+                    self._fileop.write_binary_file(outname, script_bytes)
+                    logger.debug('Able to replace executable using '
+                                 '.deleteme logic')
+                    try:
+                        os.remove(dfname)
+                    except Exception:
+                        pass    # still in use - ignore error
+            else:
+                if self._is_nt and not outname.endswith('.' + ext):  # pragma: no cover
+                    outname = '%s.%s' % (outname, ext)
+                if os.path.exists(outname) and not self.clobber:
+                    logger.warning('Skipping existing file %s', outname)
+                    continue
+                self._fileop.write_binary_file(outname, script_bytes)
+                if self.set_mode:
+                    self._fileop.set_executable_mode([outname])
+            filenames.append(outname)
+
+    def _make_script(self, entry, filenames, options=None):
+        post_interp = b''
+        if options:
+            args = options.get('interpreter_args', [])
+            if args:
+                args = ' %s' % ' '.join(args)
+                post_interp = args.encode('utf-8')
+        shebang = self._get_shebang('utf-8', post_interp, options=options)
+        script = self._get_script_text(entry).encode('utf-8')
+        name = entry.name
+        scriptnames = set()
+        if '' in self.variants:
+            scriptnames.add(name)
+        if 'X' in self.variants:
+            scriptnames.add('%s%s' % (name, self.version_info[0]))
+        if 'X.Y' in self.variants:
+            scriptnames.add('%s-%s.%s' % (name, self.version_info[0],
+                                          self.version_info[1]))
+        if options and options.get('gui', False):
+            ext = 'pyw'
+        else:
+            ext = 'py'
+        self._write_script(scriptnames, shebang, script, filenames, ext)
+
+    def _copy_script(self, script, filenames):
+        adjust = False
+        script = os.path.join(self.source_dir, convert_path(script))
+        outname = os.path.join(self.target_dir, os.path.basename(script))
+        if not self.force and not self._fileop.newer(script, outname):
+            logger.debug('not copying %s (up-to-date)', script)
+            return
+
+        # Always open the file, but ignore failures in dry-run mode --
+        # that way, we'll get accurate feedback if we can read the
+        # script.
+        try:
+            f = open(script, 'rb')
+        except IOError:  # pragma: no cover
+            if not self.dry_run:
+                raise
+            f = None
+        else:
+            first_line = f.readline()
+            if not first_line:  # pragma: no cover
+                logger.warning('%s: %s is an empty file (skipping)',
+                               self.get_command_name(),  script)
+                return
+
+            match = FIRST_LINE_RE.match(first_line.replace(b'\r\n', b'\n'))
+            if match:
+                adjust = True
+                post_interp = match.group(1) or b''
+
+        if not adjust:
+            if f:
+                f.close()
+            self._fileop.copy_file(script, outname)
+            if self.set_mode:
+                self._fileop.set_executable_mode([outname])
+            filenames.append(outname)
+        else:
+            logger.info('copying and adjusting %s -> %s', script,
+                        self.target_dir)
+            if not self._fileop.dry_run:
+                encoding, lines = detect_encoding(f.readline)
+                f.seek(0)
+                shebang = self._get_shebang(encoding, post_interp)
+                if b'pythonw' in first_line:  # pragma: no cover
+                    ext = 'pyw'
+                else:
+                    ext = 'py'
+                n = os.path.basename(outname)
+                self._write_script([n], shebang, f.read(), filenames, ext)
+            if f:
+                f.close()
+
+    @property
+    def dry_run(self):
+        return self._fileop.dry_run
+
+    @dry_run.setter
+    def dry_run(self, value):
+        self._fileop.dry_run = value
+
+    if os.name == 'nt' or (os.name == 'java' and os._name == 'nt'):  # pragma: no cover
+        # Executable launcher support.
+        # Launchers are from https://bitbucket.org/vinay.sajip/simple_launcher/
+
+        def _get_launcher(self, kind):
+            if struct.calcsize('P') == 8:   # 64-bit
+                bits = '64'
+            else:
+                bits = '32'
+            name = '%s%s.exe' % (kind, bits)
+            # Issue 31: don't hardcode an absolute package name, but
+            # determine it relative to the current package
+            distlib_package = __name__.rsplit('.', 1)[0]
+            resource = finder(distlib_package).find(name)
+            if not resource:
+                msg = ('Unable to find resource %s in package %s' % (name,
+                       distlib_package))
+                raise ValueError(msg)
+            return resource.bytes
+
+    # Public API follows
+
+    def make(self, specification, options=None):
+        """
+        Make a script.
+
+        :param specification: The specification, which is either a valid export
+                              entry specification (to make a script from a
+                              callable) or a filename (to make a script by
+                              copying from a source location).
+        :param options: A dictionary of options controlling script generation.
+        :return: A list of all absolute pathnames written to.
+        """
+        filenames = []
+        entry = get_export_entry(specification)
+        if entry is None:
+            self._copy_script(specification, filenames)
+        else:
+            self._make_script(entry, filenames, options=options)
+        return filenames
+
+    def make_multiple(self, specifications, options=None):
+        """
+        Take a list of specifications and make scripts from them,
+        :param specifications: A list of specifications.
+        :return: A list of all absolute pathnames written to,
+        """
+        filenames = []
+        for specification in specifications:
+            filenames.extend(self.make(specification, options))
+        return filenames
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distlib/t32.exe b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/t32.exe
new file mode 120000
index 0000000..941fdce
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/t32.exe
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/35/2d/f1/04254095ddf925514d99bfb5411c95b5386e90caf06557979f82e16844
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distlib/t64.exe b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/t64.exe
new file mode 120000
index 0000000..e325924
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/t64.exe
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a0/0a/87/7acefcad45953343ad56a22152f7aaba5fcf2a10215d84169d47fbcd1d
\ No newline at end of file
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new file mode 120000
index 0000000..85a5e16
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/util.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7f/68/d9/08fadc2c2b7a2dc9c2d20532f85babeb4b570fcade03b938ac3a47303c
\ No newline at end of file
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new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/version.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fe/7e/c5/ea3baf40601c9fbebd13f4876bb7ce71fe44465115ca627f1233d1c06c
\ No newline at end of file
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new file mode 120000
index 0000000..d0bcb01
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+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/w32.exe
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/94/9b/67/65d794c53656c9afc45b90d9a2cfcae6bb30444086b29225f19242217b
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new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/w64.exe
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d1/a4/73/a0dd813bd3565b810dcb8ff8bc7907478a994c564d55200925894e0d32
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new file mode 120000
index 0000000..613ec28
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distlib/wheel.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/bf/a0/e7/c13aa1347c2b11516bf3f61e8935ba1b87ed3ff7afb32c0d82b99d6f6a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distro.LICENSE b/venv/lib/python3.8/site-packages/pip/_vendor/distro.LICENSE
new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distro.LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cb/5e/8e/7e5f4a3988e1063c142c60dc2df75605f4c46515e776e3aca6df976e14
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distro.py b/venv/lib/python3.8/site-packages/pip/_vendor/distro.py
new file mode 120000
index 0000000..df5422a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distro.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c7/13/08/8766b72a68a9a5e5841f3ca74dd1d3dff8d9334a3ea68b3474058944e3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/distro.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/distro.pyi
new file mode 100644
index 0000000..c7ea94b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/distro.pyi
@@ -0,0 +1 @@
+from distro import *
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/html5lib.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/html5lib.pyi
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index 0000000..9bc9af9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/html5lib.pyi
@@ -0,0 +1 @@
+from html5lib import *
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/html5lib/LICENSE b/venv/lib/python3.8/site-packages/pip/_vendor/html5lib/LICENSE
new file mode 120000
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/16/a3/99/91619e92f18680932da2a9199fdf7d95df3ecaedc52ea06218aabafd6f
\ No newline at end of file
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/05/8c/dc/282a9e1228b9db10eba8116bba19e6b66922b875c5c8587e720950f269
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\ No newline at end of file
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new file mode 120000
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new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/pip/_vendor/packaging/version.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fd/f2/d1/36b16bc5870755fca8f2f93d8fcb3a24cf0dff1b12c5516be91272728f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/pep517.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/pep517.pyi
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index 0000000..d1ce810
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@@ -0,0 +1 @@
+from pep517 import *
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/pep517/LICENSE b/venv/lib/python3.8/site-packages/pip/_vendor/pep517/LICENSE
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+/home/runner/.cache/pip/pool/9a/3b/bd/7a51472c4509db7ad4e59a5d8fc9d139d634563ddba78660bc14ece9b8
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+/home/runner/.cache/pip/pool/49/9f/b8/7ea336fcea613d29c5915fe5bd442170a5fce92beee244ef029aa206de
\ No newline at end of file
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\ No newline at end of file
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\ No newline at end of file
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+/home/runner/.cache/pip/pool/33/25/a8/022f091dd701bfbc97b96a544950036f1e8b481f6b661ee44c881d03c6
\ No newline at end of file
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+/home/runner/.cache/pip/pool/41/86/5f/3759d6a2ae19da4ad8f945f5e092c0c6474dc2e8d88d119feea15cf75e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/pkg_resources.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/pkg_resources.pyi
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@@ -0,0 +1 @@
+from pkg_resources import *
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/pkg_resources/LICENSE b/venv/lib/python3.8/site-packages/pip/_vendor/pkg_resources/LICENSE
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+/home/runner/.cache/pip/pool/c3/2a/3a/c395af6321efd28be73d06a00f0db6ab887d1c21d4fec46128d2056d5a
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@@ -0,0 +1 @@
+from progress import *
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/progress/LICENSE b/venv/lib/python3.8/site-packages/pip/_vendor/progress/LICENSE
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\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/pyparsing.LICENSE b/venv/lib/python3.8/site-packages/pip/_vendor/pyparsing.LICENSE
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\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/pyparsing.py b/venv/lib/python3.8/site-packages/pip/_vendor/pyparsing.py
new file mode 120000
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\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/pyparsing.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/pyparsing.pyi
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index 0000000..8e9de6b
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+++ b/venv/lib/python3.8/site-packages/pip/_vendor/pyparsing.pyi
@@ -0,0 +1 @@
+from pyparsing import *
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/requests.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/requests.pyi
new file mode 100644
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@@ -0,0 +1 @@
+from requests import *
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/requests/LICENSE b/venv/lib/python3.8/site-packages/pip/_vendor/requests/LICENSE
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\ No newline at end of file
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\ No newline at end of file
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/93/82/7c/735c85445cf0196c2537b9a268339c945b5b708b351a59e64f5ed86d74
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/67/1d/cf/9c451c7327ec07e89ed759d95405bca82949cb4831d6a34c13bae04f5f
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+/home/runner/.cache/pip/pool/7b/e6/e6/284029355a85772971b8c2497e2687765992ff3856848304ce51ef1ae7
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+/home/runner/.cache/pip/pool/38/ca/09/2152b244bcbd4c7afdd72f2bc72b19b9c9703c1f8ad57835cc1a265214
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+/home/runner/.cache/pip/pool/9d/74/55/abd0ed1a6bffd4061bc234eef54ae001c749bf4e59be435e6a82ce6716
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2d/05/ae/091e2a5e4eb0efea90a295f2cf458d1d47400f8d24d262a768011fd7e8
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+/home/runner/.cache/pip/pool/63/e6/ca/5fa4ef5b716762513a02ed125ed55559c68d745bee030431c3e1b48932
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+/home/runner/.cache/pip/pool/77/d7/c9/270f1814107d5731bdaa1bf12ee3b1e9b7b773f0f06dc93e75550401cb
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+/home/runner/.cache/pip/pool/48/93/d5/7285dea3b29f2b803124de5e1554028ebd229bceed5369fbb9b2ec92c5
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+/home/runner/.cache/pip/pool/41/17/86/cb2d1b45caf9ae4c02b8e6cd6a46d8b1cec492229e0701b8a877a4af64
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+/home/runner/.cache/pip/pool/9e/32/66/5627d8e1a49cb6e5b73cfe441510b18c4c0c4433ba27f7de1b674a5ac2
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+/home/runner/.cache/pip/pool/06/c9/d1/fb36082e0a05cc9eb2ab84fc86dfe2d0fc303c6540c56c56695e5d7078
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/9a/c0/2d/afd9aad49c4777e251ca220b7dd165a5b270bef16e3f7adf5104ff4311
\ No newline at end of file
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fc/af/40/82437a79f3def9afb3819bab5f376ce4f042d02cc39328c0136a024054
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diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib.pyi
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index 0000000..b4ef4e1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib.pyi
@@ -0,0 +1 @@
+from resolvelib import *
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/LICENSE b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/LICENSE
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+++ b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f3/88/fd/38cad13112c1dc0f669bbe80e7f84541edbafb72f3030d2ca7642c3c9d
\ No newline at end of file
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+++ b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ba/85/b4/7605820f00295f9f6645f7e83c84a46461a4fd467522dfcf638a3f3da1
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/__init__.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/__init__.pyi
new file mode 100644
index 0000000..4a84f8f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/__init__.pyi
@@ -0,0 +1,15 @@
+__version__: str
+
+from .providers import (
+    AbstractResolver as AbstractResolver,
+    AbstractProvider as AbstractProvider,
+)
+from .reporters import BaseReporter as BaseReporter
+from .resolvers import (
+    InconsistentCandidate as InconsistentCandidate,
+    RequirementsConflicted as RequirementsConflicted,
+    Resolver as Resolver,
+    ResolutionError as ResolutionError,
+    ResolutionImpossible as ResolutionImpossible,
+    ResolutionTooDeep as ResolutionTooDeep,
+)
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/__pycache__/__init__.cpython-38.pyc
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
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new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/compat/collections_abc.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/bb/2f/31/519f8d0c4c3dd7ab6e8145e6f0783008688c3b47fe45c767a647d77ceb
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/providers.py b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/providers.py
new file mode 120000
index 0000000..8e6d398
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/providers.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6d/fc/c5/0d977b52a924012ee550cfc77986c0f87ce329f0e595efe99ffefdbe2a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/providers.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/providers.pyi
new file mode 100644
index 0000000..86ada59
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/providers.pyi
@@ -0,0 +1,44 @@
+from typing import (
+    Any,
+    Collection,
+    Generic,
+    Iterable,
+    Iterator,
+    Mapping,
+    Optional,
+    Protocol,
+    Union,
+)
+
+from .reporters import BaseReporter
+from .resolvers import RequirementInformation
+from .structs import KT, RT, CT, Matches
+
+class Preference(Protocol):
+    def __lt__(self, __other: Any) -> bool: ...
+
+class AbstractProvider(Generic[RT, CT, KT]):
+    def identify(self, requirement_or_candidate: Union[RT, CT]) -> KT: ...
+    def get_preference(
+        self,
+        identifier: KT,
+        resolutions: Mapping[KT, CT],
+        candidates: Mapping[KT, Iterator[CT]],
+        information: Mapping[KT, Iterator[RequirementInformation[RT, CT]]],
+    ) -> Preference: ...
+    def find_matches(
+        self,
+        identifier: KT,
+        requirements: Mapping[KT, Iterator[RT]],
+        incompatibilities: Mapping[KT, Iterator[CT]],
+    ) -> Matches: ...
+    def is_satisfied_by(self, requirement: RT, candidate: CT) -> bool: ...
+    def get_dependencies(self, candidate: CT) -> Iterable[RT]: ...
+
+class AbstractResolver(Generic[RT, CT, KT]):
+    base_exception = Exception
+    provider: AbstractProvider[RT, CT, KT]
+    reporter: BaseReporter
+    def __init__(
+        self, provider: AbstractProvider[RT, CT, KT], reporter: BaseReporter
+    ): ...
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/py.typed b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/py.typed
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/py.typed
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/reporters.py b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/reporters.py
new file mode 120000
index 0000000..60f0794
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/reporters.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/85/0b/ef/5eeb8404ec8458ef0a0df2ec58a5635f9e5414c014c0ed1864c369cc0c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/reporters.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/reporters.pyi
new file mode 100644
index 0000000..55e38ab
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/reporters.pyi
@@ -0,0 +1,10 @@
+from typing import Any
+
+class BaseReporter:
+    def starting(self) -> Any: ...
+    def starting_round(self, index: int) -> Any: ...
+    def ending_round(self, index: int, state: Any) -> Any: ...
+    def ending(self, state: Any) -> Any: ...
+    def adding_requirement(self, requirement: Any, parent: Any) -> Any: ...
+    def backtracking(self, candidate: Any) -> Any: ...
+    def pinning(self, candidate: Any) -> Any: ...
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/resolvers.py b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/resolvers.py
new file mode 120000
index 0000000..432dc8e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/resolvers.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c1/3f/37/3c78815910a494bfa72c9d7ef2c936077c81234e91b1ed47d7572b3ac2
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/resolvers.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/resolvers.pyi
new file mode 100644
index 0000000..e61b0bc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/resolvers.pyi
@@ -0,0 +1,73 @@
+from typing import (
+    Collection,
+    Generic,
+    Iterable,
+    Iterator,
+    List,
+    Mapping,
+    Optional,
+)
+
+from .providers import AbstractProvider, AbstractResolver
+from .structs import (
+    CT,
+    KT,
+    RT,
+    DirectedGraph,
+    IterableView,
+)
+
+# This should be a NamedTuple, but Python 3.6 has a bug that prevents it.
+# https://stackoverflow.com/a/50531189/1376863
+class RequirementInformation(tuple, Generic[RT, CT]):
+    requirement: RT
+    parent: Optional[CT]
+
+class Criterion(Generic[RT, CT, KT]):
+    candidates: IterableView[CT]
+    information: Collection[RequirementInformation[RT, CT]]
+    incompatibilities: List[CT]
+    @classmethod
+    def from_requirement(
+        cls,
+        provider: AbstractProvider[RT, CT, KT],
+        requirement: RT,
+        parent: Optional[CT],
+    ) -> Criterion[RT, CT, KT]: ...
+    def iter_requirement(self) -> Iterator[RT]: ...
+    def iter_parent(self) -> Iterator[Optional[CT]]: ...
+    def merged_with(
+        self,
+        provider: AbstractProvider[RT, CT, KT],
+        requirement: RT,
+        parent: Optional[CT],
+    ) -> Criterion[RT, CT, KT]: ...
+    def excluded_of(self, candidates: List[CT]) -> Criterion[RT, CT, KT]: ...
+
+class ResolverException(Exception): ...
+
+class RequirementsConflicted(ResolverException, Generic[RT, CT, KT]):
+    criterion: Criterion[RT, CT, KT]
+
+class ResolutionError(ResolverException): ...
+
+class InconsistentCandidate(ResolverException, Generic[RT, CT, KT]):
+    candidate: CT
+    criterion: Criterion[RT, CT, KT]
+
+class ResolutionImpossible(ResolutionError, Generic[RT, CT]):
+    causes: List[RequirementInformation[RT, CT]]
+
+class ResolutionTooDeep(ResolutionError):
+    round_count: int
+
+class Result(Generic[RT, CT, KT]):
+    mapping: Mapping[KT, CT]
+    graph: DirectedGraph[Optional[KT]]
+    criteria: Mapping[KT, Criterion[RT, CT, KT]]
+
+class Resolver(AbstractResolver, Generic[RT, CT, KT]):
+    base_exception = ResolverException
+    def resolve(
+        self, requirements: Iterable[RT], max_rounds: int = 100
+    ) -> Result[RT, CT, KT]: ...
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/structs.py b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/structs.py
new file mode 120000
index 0000000..ff251f8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/structs.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/21/52/18/a1feac03f378644884d42d548734d7e3de5bac2367c82760aba098ab6f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/structs.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/structs.pyi
new file mode 100644
index 0000000..14cd464
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/resolvelib/structs.pyi
@@ -0,0 +1,35 @@
+from abc import ABCMeta
+from typing import (
+    Callable,
+    Container,
+    Generic,
+    Iterable,
+    Iterator,
+    Tuple,
+    TypeVar,
+    Union,
+)
+
+KT = TypeVar("KT")
+RT = TypeVar("RT")
+CT = TypeVar("CT")
+_T = TypeVar("_T")
+Matches = Union[Iterable[CT], Callable[[], Iterator[CT]]]
+
+class IterableView(Container[CT], Iterable[CT], metaclass=ABCMeta):
+    pass
+
+class DirectedGraph(Generic[KT]):
+    def __iter__(self) -> Iterator[KT]: ...
+    def __len__(self) -> int: ...
+    def __contains__(self, key: KT) -> bool: ...
+    def copy(self) -> "DirectedGraph[KT]": ...
+    def add(self, key: KT) -> None: ...
+    def remove(self, key: KT) -> None: ...
+    def connected(self, f: KT, t: KT) -> bool: ...
+    def connect(self, f: KT, t: KT) -> None: ...
+    def iter_edges(self) -> Iterable[Tuple[KT, KT]]: ...
+    def iter_children(self, key: KT) -> Iterable[KT]: ...
+    def iter_parents(self, key: KT) -> Iterable[KT]: ...
+
+def build_iter_view(matches: Matches) -> IterableView[CT]: ...
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/six.LICENSE b/venv/lib/python3.8/site-packages/pip/_vendor/six.LICENSE
new file mode 120000
index 0000000..694d8dc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/six.LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/8b/b8/50/c565aa389fdc16f3a46965ad23d82adff60f2393fc2762b63185e8e6c9
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/six.py b/venv/lib/python3.8/site-packages/pip/_vendor/six.py
new file mode 120000
index 0000000..bd0274c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/six.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/4c/e3/9f/422ee71467ccac8bed76beb05f8c321c7f0ceda9279ae2dfa3670106b3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/six/__init__.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/six/__init__.pyi
new file mode 100644
index 0000000..e5c0e24
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/six/__init__.pyi
@@ -0,0 +1 @@
+from six import *
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/six/moves/__init__.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/six/moves/__init__.pyi
new file mode 100644
index 0000000..7a82f79
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/six/moves/__init__.pyi
@@ -0,0 +1 @@
+from six.moves import *
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/six/moves/configparser.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/six/moves/configparser.pyi
new file mode 100644
index 0000000..f77b3f4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/six/moves/configparser.pyi
@@ -0,0 +1 @@
+from six.moves.configparser import *
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/tenacity.pyi b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity.pyi
new file mode 100644
index 0000000..baf1de9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity.pyi
@@ -0,0 +1 @@
+from tenacity import *
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/LICENSE b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/LICENSE
new file mode 120000
index 0000000..6c84148
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/58/d1/e1/7ffe5109a7ae296caafcadfdbe6a7d176f0bc4ab01e12a689b0499d8bd
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/__init__.py b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/__init__.py
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index 0000000..0494f0a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/31/5b/39/9fc6a7c20feb1225f6fd022d13172221d80b0f04a7ba48850f28c2849c
\ No newline at end of file
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index 0000000..b4a7c09
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/_asyncio.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e8/2e/12/7eff4839461fd7ed2fb88a04e8e19b989ac9cb01f4f98b25af199bc4ac
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diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/_utils.py b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/_utils.py
new file mode 120000
index 0000000..b1c78e1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/_utils.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5b/59/ee/8c7ba6d5ff62e114293928eab10a3dfe642d694b4dce75c09901ec2f6f
\ No newline at end of file
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new file mode 120000
index 0000000..ddb4d25
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/after.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/28/d2/22/d964fcdebe1ea80dd069730ad735d0ce46cb8151e3e6e45a9d8e8769b3
\ No newline at end of file
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new file mode 120000
index 0000000..4c7d148
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/before.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/07/da/40/5e7ebf27550acf04cbf6716d4693a1360f2ce6f1928b86ea9f1e3e95a0
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new file mode 120000
index 0000000..581ce2a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/before_sleep.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/95/91/0c/1cd685466742730b3732887810e67dcdea38311c6c91d894b9dbcdbaf6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/compat.py b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/compat.py
new file mode 120000
index 0000000..d0b399c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/compat.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/74/7a/27/2642651f00f6726a8bad81d85344ddce6d9b9f5fbbe90652b7a3827a6c
\ No newline at end of file
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new file mode 120000
index 0000000..33bbfe2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/nap.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ed/55/6e/74e4e6bafffe0bf5c996f8c67201db57afc0d87973ca6697bbcbe3d5df
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/py.typed b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/py.typed
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/py.typed
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/retry.py b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/retry.py
new file mode 120000
index 0000000..1981e1a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/retry.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c6/c9/0b/19ad7912c3613cf3a621470a4bb0aa8da440b56c4614d3cd4638f3f545
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/stop.py b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/stop.py
new file mode 120000
index 0000000..f215868
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/stop.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e1/c8/d2/7bf60f49ac33ea223e4010cdd3115f13fce52af8e1170c76d599720f61
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/tornadoweb.py b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/tornadoweb.py
new file mode 120000
index 0000000..5f424f2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pip/_vendor/tenacity/tornadoweb.py
@@ -0,0 +1 @@
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+pluggy/_result.py,sha256=sLTL034QA3Sfke8ptadUkvoWW5iQ1PvzyoC_7F2eQfg,1535
+pluggy/_tracing.py,sha256=xSv4V1pU_ik8pVCpobTH8gnjB3DQ4iing3tv-bDuHtA,1541
+pluggy/_version.py,sha256=YDhpFAXgv37cmY1pZn8kQNcYAOwj883BhWAtoaziSG4,142
diff --git a/venv/lib/python3.8/site-packages/pluggy-1.0.0.dist-info/REQUESTED b/venv/lib/python3.8/site-packages/pluggy-1.0.0.dist-info/REQUESTED
new file mode 100644
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diff --git a/venv/lib/python3.8/site-packages/pluggy-1.0.0.dist-info/WHEEL b/venv/lib/python3.8/site-packages/pluggy-1.0.0.dist-info/WHEEL
new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pluggy-1.0.0.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5b/36/7c/7308e1f25d23b542cd8d8ab51e9afe582a824603ebfbe4d7e0fe48d56a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pluggy-1.0.0.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/pluggy-1.0.0.dist-info/direct_url.json
new file mode 100644
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pluggy-1.0.0.dist-info/direct_url.json
@@ -0,0 +1 @@
+{"archive_info": {"hash": "sha256=74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"}, "url": "https://files.pythonhosted.org/packages/9e/01/f38e2ff29715251cf25532b9082a1589ab7e4f571ced434f98d0139336dc/pluggy-1.0.0-py2.py3-none-any.whl"}
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pluggy-1.0.0.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/pluggy-1.0.0.dist-info/top_level.txt
new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pluggy-1.0.0.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c4/a4/82/4616a2faff4c724bccb96a8dcf5e9cd6d6ec98e820a0c4b04e07296071
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pluggy/__init__.py b/venv/lib/python3.8/site-packages/pluggy/__init__.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/f8/e3/36d0e79f1e817b0603278a85664717e25e099f40771ea3ad76c010bd41
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diff --git a/venv/lib/python3.8/site-packages/pluggy/_callers.py b/venv/lib/python3.8/site-packages/pluggy/_callers.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/96/ad/8a/3576b384aafe285fc624fc38bec636107c10e4e376752899502b5a790c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pluggy/_hooks.py b/venv/lib/python3.8/site-packages/pluggy/_hooks.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/39/03/e7/aafec9eee7cb6554122021e9370e006167570f04d57de6022ff644c113
\ No newline at end of file
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/98/a4/27/88daa3fcb3edb77e6be9d10b6d13eba84759fe23cbe95745cb1efdf3ba
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b0/b4/cb/d37e1003749f91ef29b5a75492fa165b9890d4fbf3ca80bfec5d9e41f8
\ No newline at end of file
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+/home/runner/.cache/pip/pool/c5/2b/f8/575a54fe293ca550a9a1b4c7f209e30770d0e228a7837b6ff9b0ee1ed0
\ No newline at end of file
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/60/38/69/1405e0bf7edc998d69667f2440d71800ec23f3cdc185602da1ace2486e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/poetry-1.1.14.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/poetry-1.1.14.dist-info/INSTALLER
new file mode 100644
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry-1.1.14.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/poetry-1.1.14.dist-info/LICENSE b/venv/lib/python3.8/site-packages/poetry-1.1.14.dist-info/LICENSE
new file mode 120000
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f2/f9/b4/60ba719da6626add264d3782f275a4ff7aab677beda08b330911e23adb
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/poetry-1.1.14.dist-info/METADATA b/venv/lib/python3.8/site-packages/poetry-1.1.14.dist-info/METADATA
new file mode 100644
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+++ b/venv/lib/python3.8/site-packages/poetry-1.1.14.dist-info/METADATA
@@ -0,0 +1,328 @@
+Metadata-Version: 2.1
+Name: poetry
+Version: 1.1.14
+Summary: Python dependency management and packaging made easy.
+Home-page: https://python-poetry.org/
+License: MIT
+Keywords: packaging,dependency,poetry
+Author: Sébastien Eustace
+Author-email: sebastien@eustace.io
+Requires-Python: >=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 2.7
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.5
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Topic :: Software Development :: Build Tools
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Requires-Dist: cachecontrol[filecache] (>=0.12.4,<0.13.0); python_version < "3.6"
+Requires-Dist: cachecontrol[filecache] (>=0.12.9,<0.13.0); python_version >= "3.6" and python_version < "4.0"
+Requires-Dist: cachy (>=0.3.0,<0.4.0)
+Requires-Dist: cleo (>=0.8.1,<0.9.0)
+Requires-Dist: clikit (>=0.6.2,<0.7.0)
+Requires-Dist: crashtest (>=0.3.0,<0.4.0); python_version >= "3.6" and python_version < "4.0"
+Requires-Dist: functools32 (>=3.2.3,<4.0.0); python_version >= "2.7" and python_version < "2.8"
+Requires-Dist: futures (>=3.3.0,<4.0.0); python_version >= "2.7" and python_version < "2.8"
+Requires-Dist: glob2 (>=0.6,<0.7); python_version >= "2.7" and python_version < "2.8"
+Requires-Dist: html5lib (>=1.0,<2.0)
+Requires-Dist: importlib-metadata (>=1.6.0,<2.0.0); python_version < "3.8"
+Requires-Dist: keyring (>=18.0.1,<19.0.0); python_version >= "2.7" and python_version < "2.8"
+Requires-Dist: keyring (>=20.0.1,<21.0.0); python_version >= "3.5" and python_version < "3.6"
+Requires-Dist: keyring (>=21.2.0); python_version >= "3.6" and python_version < "4.0"
+Requires-Dist: packaging (>=20.4,<21.0)
+Requires-Dist: pathlib2 (>=2.3,<3.0); python_version >= "2.7" and python_version < "2.8"
+Requires-Dist: pexpect (>=4.7.0,<5.0.0)
+Requires-Dist: pkginfo (>=1.4,<2.0)
+Requires-Dist: poetry-core (>=1.0.7,<1.1.0)
+Requires-Dist: requests (>=2.18,<3.0)
+Requires-Dist: requests-toolbelt (>=0.9.1,<0.10.0)
+Requires-Dist: shellingham (>=1.1,<2.0)
+Requires-Dist: subprocess32 (>=3.5,<4.0); python_version >= "2.7" and python_version < "2.8"
+Requires-Dist: tomlkit (>=0.7.0,<1.0.0)
+Requires-Dist: typing (>=3.6,<4.0); python_version >= "2.7" and python_version < "2.8"
+Requires-Dist: virtualenv (>=20.0.26,<21.0.0)
+Project-URL: Documentation, https://python-poetry.org/docs
+Project-URL: Repository, https://github.com/python-poetry/poetry
+Description-Content-Type: text/markdown
+
+# Poetry: Dependency Management for Python
+
+Poetry helps you declare, manage and install dependencies of Python projects,
+ensuring you have the right stack everywhere.
+
+![Poetry Install](https://raw.githubusercontent.com/python-poetry/poetry/master/assets/install.gif)
+
+It supports Python 2.7 and 3.5+.
+
+**Note**: Python 2.7 and 3.5 will no longer be supported in the next feature release (1.2).
+You should consider updating your Python version to a supported one.
+
+[![Tests Status](https://github.com/python-poetry/poetry/workflows/Tests/badge.svg?branch=master&event=push)](https://github.com/python-poetry/poetry/actions?query=workflow%3ATests+branch%3Amaster+event%3Apush)
+
+The [complete documentation](https://python-poetry.org/docs/) is available on the [official website](https://python-poetry.org).
+
+## Installation
+
+Poetry provides a custom installer that will install `poetry` isolated
+from the rest of your system by vendorizing its dependencies. This is the
+recommended way of installing `poetry`.
+
+*Note:*
+    The `get-poetry.py` script described here will be replaced in Poetry 1.2 by `install-poetry.py`.
+    From Poetry **1.1.7 onwards**, you can already use this script as described [here](https://python-poetry.org/docs/master/#installation).
+
+```bash
+curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python
+```
+
+Alternatively, you can download the `get-poetry.py` file and execute it separately.
+
+The setup script must be able to find one of following executables in your shell's path environment:
+
+- `python` (which can be a py3 or py2 interpreter)
+- `python3`
+- `py.exe -3` (Windows)
+- `py.exe -2` (Windows)
+
+If you want to install prerelease versions, you can do so by passing `--preview` to `get-poetry.py`:
+
+```bash
+python get-poetry.py --preview
+```
+
+Similarly, if you want to install a specific version, you can use `--version`:
+
+```bash
+python get-poetry.py --version 0.7.0
+```
+
+Using `pip` to install `poetry` is also possible.
+
+```bash
+pip install --user poetry
+```
+
+Be aware, however, that it will also install poetry's dependencies
+which might cause conflicts.
+
+## Updating `poetry`
+
+Updating poetry to the latest stable version is as simple as calling the `self update` command.
+
+```bash
+poetry self update
+```
+
+If you want to install prerelease versions, you can use the `--preview` option.
+
+```bash
+poetry self update --preview
+```
+
+And finally, if you want to install a specific version you can pass it as an argument
+to `self update`.
+
+```bash
+poetry self update 1.0.0
+```
+
+*Note:*
+
+    If you are still on poetry version < 1.0 use `poetry self:update` instead.
+
+
+## Enable tab completion for Bash, Fish, or Zsh
+
+`poetry` supports generating completion scripts for Bash, Fish, and Zsh.
+See `poetry help completions` for full details, but the gist is as simple as using one of the following:
+
+```bash
+# Bash
+poetry completions bash > /etc/bash_completion.d/poetry.bash-completion
+
+# Bash (Homebrew)
+poetry completions bash > $(brew --prefix)/etc/bash_completion.d/poetry.bash-completion
+
+# Fish
+poetry completions fish > ~/.config/fish/completions/poetry.fish
+
+# Fish (Homebrew)
+poetry completions fish > (brew --prefix)/share/fish/vendor_completions.d/poetry.fish
+
+# Zsh
+poetry completions zsh > ~/.zfunc/_poetry
+
+# Zsh (Homebrew)
+poetry completions zsh > $(brew --prefix)/share/zsh/site-functions/_poetry
+
+# Zsh (Oh-My-Zsh)
+mkdir $ZSH_CUSTOM/plugins/poetry
+poetry completions zsh > $ZSH_CUSTOM/plugins/poetry/_poetry
+
+# Zsh (prezto)
+poetry completions zsh > ~/.zprezto/modules/completion/external/src/_poetry
+```
+
+*Note:* you may need to restart your shell in order for the changes to take
+effect.
+
+For `zsh`, you must then add the following line in your `~/.zshrc` before
+`compinit` (not for homebrew setup):
+
+```zsh
+fpath+=~/.zfunc
+```
+
+
+## Introduction
+
+`poetry` is a tool to handle dependency installation as well as building and packaging of Python packages.
+It only needs one file to do all of that: the new, [standardized](https://www.python.org/dev/peps/pep-0518/) `pyproject.toml`.
+
+In other words, poetry uses `pyproject.toml` to replace `setup.py`, `requirements.txt`, `setup.cfg`, `MANIFEST.in` and the newly added `Pipfile`.
+
+```toml
+[tool.poetry]
+name = "my-package"
+version = "0.1.0"
+description = "The description of the package"
+
+license = "MIT"
+
+authors = [
+    "Sébastien Eustace <sebastien@eustace.io>"
+]
+
+readme = 'README.md'  # Markdown files are supported
+
+repository = "https://github.com/python-poetry/poetry"
+homepage = "https://github.com/python-poetry/poetry"
+
+keywords = ['packaging', 'poetry']
+
+[tool.poetry.dependencies]
+python = "~2.7 || ^3.2"  # Compatible python versions must be declared here
+toml = "^0.9"
+# Dependencies with extras
+requests = { version = "^2.13", extras = [ "security" ] }
+# Python specific dependencies with prereleases allowed
+pathlib2 = { version = "^2.2", python = "~2.7", allow-prereleases = true }
+# Git dependencies
+cleo = { git = "https://github.com/sdispater/cleo.git", branch = "master" }
+
+# Optional dependencies (extras)
+pendulum = { version = "^1.4", optional = true }
+
+[tool.poetry.dev-dependencies]
+pytest = "^3.0"
+pytest-cov = "^2.4"
+
+[tool.poetry.scripts]
+my-script = 'my_package:main'
+```
+
+There are some things we can notice here:
+
+* It will try to enforce [semantic versioning](<http://semver.org>) as the best practice in version naming.
+* You can specify the readme, included and excluded files: no more `MANIFEST.in`.
+`poetry` will also use VCS ignore files (like `.gitignore`) to populate the `exclude` section.
+* Keywords (up to 5) can be specified and will act as tags on the packaging site.
+* The dependencies sections support caret, tilde, wildcard, inequality and multiple requirements.
+* You must specify the python versions for which your package is compatible.
+
+`poetry` will also detect if you are inside a virtualenv and install the packages accordingly.
+So, `poetry` can be installed globally and used everywhere.
+
+`poetry` also comes with a full fledged dependency resolution library.
+
+## Why?
+
+Packaging systems and dependency management in Python are rather convoluted and hard to understand for newcomers.
+Even for seasoned developers it might be cumbersome at times to create all files needed in a Python project: `setup.py`,
+`requirements.txt`, `setup.cfg`, `MANIFEST.in` and the newly added `Pipfile`.
+
+So I wanted a tool that would limit everything to a single configuration file to do:
+dependency management, packaging and publishing.
+
+It takes inspiration in tools that exist in other languages, like `composer` (PHP) or `cargo` (Rust).
+
+And, finally, there is no reliable tool to properly resolve dependencies in Python, so I started `poetry`
+to bring an exhaustive dependency resolver to the Python community.
+
+### What about Pipenv?
+
+In short: I do not like the CLI it provides, or some of the decisions made,
+and I think we can make a better and more intuitive one. Here are a few things
+that I don't like.
+
+#### Dependency resolution
+
+The dependency resolution is erratic and will fail even if there is a solution. Let's take an example:
+
+```bash
+pipenv install oslo.utils==1.4.0
+```
+
+will fail with this error:
+
+```text
+Could not find a version that matches pbr!=0.7,!=2.1.0,<1.0,>=0.6,>=2.0.0
+```
+
+while Poetry will get you the right set of packages:
+
+```bash
+poetry add oslo.utils=1.4.0
+```
+
+results in :
+
+```text
+  - Installing pytz (2018.3)
+  - Installing netifaces (0.10.6)
+  - Installing netaddr (0.7.19)
+  - Installing oslo.i18n (2.1.0)
+  - Installing iso8601 (0.1.12)
+  - Installing six (1.11.0)
+  - Installing babel (2.5.3)
+  - Installing pbr (0.11.1)
+  - Installing oslo.utils (1.4.0)
+```
+
+This is possible thanks to the efficient dependency resolver at the heart of Poetry.
+
+Here is a breakdown of what exactly happens here:
+
+`oslo.utils (1.4.0)` depends on:
+
+- `pbr (>=0.6,!=0.7,<1.0)`
+- `Babel (>=1.3)`
+- `six (>=1.9.0)`
+- `iso8601 (>=0.1.9)`
+- `oslo.i18n (>=1.3.0)`
+- `netaddr (>=0.7.12)`
+- `netifaces (>=0.10.4)`
+
+What interests us is `pbr (>=0.6,!=0.7,<1.0)`.
+
+At this point, poetry will choose `pbr==0.11.1` which is the latest version that matches the constraint.
+
+Next it will try to select `oslo.i18n==3.20.0` which is the latest version that matches `oslo.i18n (>=1.3.0)`.
+
+However this version requires `pbr (!=2.1.0,>=2.0.0)` which is incompatible with `pbr==0.11.1`,
+so `poetry` will try to find a version of `oslo.i18n` that satisfies `pbr (>=0.6,!=0.7,<1.0)`.
+
+By analyzing the releases of `oslo.i18n`, it will find `oslo.i18n==2.1.0` which requires `pbr (>=0.11,<2.0)`.
+At this point the rest of the resolution is straightforward since there is no more conflict.
+
+## Resources
+
+* [Official Website](https://python-poetry.org)
+* [Issue Tracker](https://github.com/python-poetry/poetry/issues)
+* [Discord](https://discordapp.com/invite/awxPgve)
+
diff --git a/venv/lib/python3.8/site-packages/poetry-1.1.14.dist-info/RECORD b/venv/lib/python3.8/site-packages/poetry-1.1.14.dist-info/RECORD
new file mode 100644
index 0000000..1c973a0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry-1.1.14.dist-info/RECORD
@@ -0,0 +1,286 @@
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diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/env/env.py b/venv/lib/python3.8/site-packages/poetry/console/commands/env/env.py
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index 0000000..6d2d6e6
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+/home/runner/.cache/pip/pool/80/4c/3b/8f4091c562fdf46b1bf67e271ca89f9f1afd717358edb31564b0fd36e5
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diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/env/info.py b/venv/lib/python3.8/site-packages/poetry/console/commands/env/info.py
new file mode 120000
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/08/80/e1/f088ce7587eac445c1e84a6b942175d0ee8925fffbeaae5946b76c08d4
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diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/env/list.py b/venv/lib/python3.8/site-packages/poetry/console/commands/env/list.py
new file mode 120000
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/54/be/e6/c90be5a9509939704073dab02025be7f436744820dcb74d9cb0a208d52
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+/home/runner/.cache/pip/pool/54/10/11/1f3ccc887810e21c2d1ef9a7066e207e08448f16097bdcfd3a38e5f6d6
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diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/env_command.py b/venv/lib/python3.8/site-packages/poetry/console/commands/env_command.py
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+/home/runner/.cache/pip/pool/39/91/cc/ae9428839923699ea5f83a6e6d3f8cc8f9f4f611c012503cb403288a81
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d1/97/58/7c34b2bacb8425319e75d3608a88c6f204aa5f3c5afaec0d4a17d62e46
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diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/init.py b/venv/lib/python3.8/site-packages/poetry/console/commands/init.py
new file mode 100644
index 0000000..314df45
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/console/commands/init.py
@@ -0,0 +1,546 @@
+# -*- coding: utf-8 -*-
+from __future__ import unicode_literals
+
+import os
+import re
+import sys
+
+from typing import Dict
+from typing import List
+from typing import Tuple
+from typing import Union
+
+from cleo import option
+from tomlkit import inline_table
+
+from poetry.core.pyproject import PyProjectException
+from poetry.core.pyproject.toml import PyProjectTOML
+from poetry.utils._compat import OrderedDict
+from poetry.utils._compat import Path
+from poetry.utils._compat import urlparse
+
+from .command import Command
+from .env_command import EnvCommand
+
+
+class InitCommand(Command):
+    name = "init"
+    description = (
+        "Creates a basic <comment>pyproject.toml</> file in the current directory."
+    )
+
+    options = [
+        option("name", None, "Name of the package.", flag=False),
+        option("description", None, "Description of the package.", flag=False),
+        option("author", None, "Author name of the package.", flag=False),
+        option("python", None, "Compatible Python versions.", flag=False),
+        option(
+            "dependency",
+            None,
+            "Package to require, with an optional version constraint, "
+            "e.g. requests:^2.10.0 or requests=2.11.1.",
+            flag=False,
+            multiple=True,
+        ),
+        option(
+            "dev-dependency",
+            None,
+            "Package to require for development, with an optional version constraint, "
+            "e.g. requests:^2.10.0 or requests=2.11.1.",
+            flag=False,
+            multiple=True,
+        ),
+        option("license", "l", "License of the package.", flag=False),
+    ]
+
+    help = """\
+The <c1>init</c1> command creates a basic <comment>pyproject.toml</> file in the current directory.
+"""
+
+    def __init__(self):
+        super(InitCommand, self).__init__()
+
+        self._pool = None
+
+    def handle(self):
+        from poetry.core.vcs.git import GitConfig
+        from poetry.layouts import layout
+        from poetry.utils._compat import Path
+        from poetry.utils.env import SystemEnv
+
+        pyproject = PyProjectTOML(Path.cwd() / "pyproject.toml")
+
+        if pyproject.file.exists():
+            if pyproject.is_poetry_project():
+                self.line(
+                    "<error>A pyproject.toml file with a poetry section already exists.</error>"
+                )
+                return 1
+
+            if pyproject.data.get("build-system"):
+                self.line(
+                    "<error>A pyproject.toml file with a defined build-system already exists.</error>"
+                )
+                return 1
+
+        vcs_config = GitConfig()
+
+        self.line("")
+        self.line(
+            "This command will guide you through creating your <info>pyproject.toml</> config."
+        )
+        self.line("")
+
+        name = self.option("name")
+        if not name:
+            name = Path.cwd().name.lower()
+
+            question = self.create_question(
+                "Package name [<comment>{}</comment>]: ".format(name), default=name
+            )
+            name = self.ask(question)
+
+        version = "0.1.0"
+        question = self.create_question(
+            "Version [<comment>{}</comment>]: ".format(version), default=version
+        )
+        version = self.ask(question)
+
+        description = self.option("description") or ""
+        question = self.create_question(
+            "Description [<comment>{}</comment>]: ".format(description),
+            default=description,
+        )
+        description = self.ask(question)
+
+        author = self.option("author")
+        if not author and vcs_config and vcs_config.get("user.name"):
+            author = vcs_config["user.name"]
+            author_email = vcs_config.get("user.email")
+            if author_email:
+                author += " <{}>".format(author_email)
+
+        question = self.create_question(
+            "Author [<comment>{}</comment>, n to skip]: ".format(author), default=author
+        )
+        question.set_validator(lambda v: self._validate_author(v, author))
+        author = self.ask(question)
+
+        if not author:
+            authors = []
+        else:
+            authors = [author]
+
+        license = self.option("license") or ""
+
+        question = self.create_question(
+            "License [<comment>{}</comment>]: ".format(license), default=license
+        )
+        question.set_validator(self._validate_license)
+        license = self.ask(question)
+
+        python = self.option("python")
+        if not python:
+            current_env = SystemEnv(Path(sys.executable))
+            default_python = "^{}".format(
+                ".".join(str(v) for v in current_env.version_info[:2])
+            )
+            question = self.create_question(
+                "Compatible Python versions [<comment>{}</comment>]: ".format(
+                    default_python
+                ),
+                default=default_python,
+            )
+            python = self.ask(question)
+
+        self.line("")
+
+        requirements = {}
+        if self.option("dependency"):
+            requirements = self._format_requirements(
+                self._determine_requirements(self.option("dependency"))
+            )
+
+        question = "Would you like to define your main dependencies interactively?"
+        help_message = (
+            "You can specify a package in the following forms:\n"
+            "  - A single name (<b>requests</b>)\n"
+            "  - A name and a constraint (<b>requests@^2.23.0</b>)\n"
+            "  - A git url (<b>git+https://github.com/python-poetry/poetry.git</b>)\n"
+            "  - A git url with a revision (<b>git+https://github.com/python-poetry/poetry.git#develop</b>)\n"
+            "  - A file path (<b>../my-package/my-package.whl</b>)\n"
+            "  - A directory (<b>../my-package/</b>)\n"
+            "  - A url (<b>https://example.com/packages/my-package-0.1.0.tar.gz</b>)\n"
+        )
+        help_displayed = False
+        if self.confirm(question, True):
+            self.line(help_message)
+            help_displayed = True
+            requirements.update(
+                self._format_requirements(self._determine_requirements([]))
+            )
+            self.line("")
+
+        dev_requirements = {}
+        if self.option("dev-dependency"):
+            dev_requirements = self._format_requirements(
+                self._determine_requirements(self.option("dev-dependency"))
+            )
+
+        question = (
+            "Would you like to define your development dependencies interactively?"
+        )
+        if self.confirm(question, True):
+            if not help_displayed:
+                self.line(help_message)
+
+            dev_requirements.update(
+                self._format_requirements(self._determine_requirements([]))
+            )
+            self.line("")
+
+        layout_ = layout("standard")(
+            name,
+            version,
+            description=description,
+            author=authors[0] if authors else None,
+            license=license,
+            python=python,
+            dependencies=requirements,
+            dev_dependencies=dev_requirements,
+        )
+
+        content = layout_.generate_poetry_content(original=pyproject)
+        if self.io.is_interactive():
+            self.line("<info>Generated file</info>")
+            self.line("")
+            self.line(content)
+            self.line("")
+
+        if not self.confirm("Do you confirm generation?", True):
+            self.line("<error>Command aborted</error>")
+
+            return 1
+
+        with (Path.cwd() / "pyproject.toml").open("w", encoding="utf-8") as f:
+            f.write(content)
+
+    def _determine_requirements(
+        self, requires, allow_prereleases=False, source=None
+    ):  # type: (List[str], bool) -> List[Dict[str, str]]
+        if not requires:
+            requires = []
+
+            package = self.ask(
+                "Search for package to add (or leave blank to continue):"
+            )
+            while package is not None:
+                constraint = self._parse_requirements([package])[0]
+                if (
+                    "git" in constraint
+                    or "url" in constraint
+                    or "path" in constraint
+                    or "version" in constraint
+                ):
+                    self.line("Adding <info>{}</info>".format(package))
+                    requires.append(constraint)
+                    package = self.ask("\nAdd a package:")
+                    continue
+
+                matches = self._get_pool().search(constraint["name"])
+
+                if not matches:
+                    self.line("<error>Unable to find package</error>")
+                    package = False
+                else:
+                    choices = []
+                    matches_names = [p.name for p in matches]
+                    exact_match = constraint["name"] in matches_names
+                    if exact_match:
+                        choices.append(
+                            matches[matches_names.index(constraint["name"])].pretty_name
+                        )
+
+                    for found_package in matches:
+                        if len(choices) >= 10:
+                            break
+
+                        if found_package.name.lower() == constraint["name"].lower():
+                            continue
+
+                        choices.append(found_package.pretty_name)
+
+                    self.line(
+                        "Found <info>{}</info> packages matching <c1>{}</c1>".format(
+                            len(matches), package
+                        )
+                    )
+
+                    package = self.choice(
+                        "\nEnter package # to add, or the complete package name if it is not listed",
+                        choices,
+                        attempts=3,
+                    )
+
+                    # package selected by user, set constraint name to package name
+                    if package is not False:
+                        constraint["name"] = package
+
+                # no constraint yet, determine the best version automatically
+                if package is not False and "version" not in constraint:
+                    question = self.create_question(
+                        "Enter the version constraint to require "
+                        "(or leave blank to use the latest version):"
+                    )
+                    question.attempts = 3
+                    question.validator = lambda x: (x or "").strip() or False
+
+                    package_constraint = self.ask(question)
+
+                    if package_constraint is None:
+                        _, package_constraint = self._find_best_version_for_package(
+                            package
+                        )
+
+                        self.line(
+                            "Using version <b>{}</b> for <c1>{}</c1>".format(
+                                package_constraint, package
+                            )
+                        )
+
+                    constraint["version"] = package_constraint
+
+                if package is not False:
+                    requires.append(constraint)
+
+                package = self.ask("\nAdd a package:")
+
+            return requires
+
+        requires = self._parse_requirements(requires)
+        result = []
+        for requirement in requires:
+            if "git" in requirement or "url" in requirement or "path" in requirement:
+                result.append(requirement)
+                continue
+            elif "version" not in requirement:
+                # determine the best version automatically
+                name, version = self._find_best_version_for_package(
+                    requirement["name"],
+                    allow_prereleases=allow_prereleases,
+                    source=source,
+                )
+                requirement["version"] = version
+                requirement["name"] = name
+
+                self.line(
+                    "Using version <b>{}</b> for <c1>{}</c1>".format(version, name)
+                )
+            else:
+                # check that the specified version/constraint exists
+                # before we proceed
+                name, _ = self._find_best_version_for_package(
+                    requirement["name"],
+                    requirement["version"],
+                    allow_prereleases=allow_prereleases,
+                    source=source,
+                )
+
+                requirement["name"] = name
+
+            result.append(requirement)
+
+        return result
+
+    def _find_best_version_for_package(
+        self, name, required_version=None, allow_prereleases=False, source=None
+    ):  # type: (...) -> Tuple[str, str]
+        from poetry.version.version_selector import VersionSelector
+
+        selector = VersionSelector(self._get_pool())
+        package = selector.find_best_candidate(
+            name, required_version, allow_prereleases=allow_prereleases, source=source
+        )
+
+        if not package:
+            # TODO: find similar
+            raise ValueError(
+                "Could not find a matching version of package {}".format(name)
+            )
+
+        return package.pretty_name, selector.find_recommended_require_version(package)
+
+    def _parse_requirements(
+        self, requirements
+    ):  # type: (List[str]) -> List[Dict[str, str]]
+        from poetry.puzzle.provider import Provider
+
+        result = []
+
+        try:
+            cwd = self.poetry.file.parent
+        except (PyProjectException, RuntimeError):
+            cwd = Path.cwd()
+
+        for requirement in requirements:
+            requirement = requirement.strip()
+            extras = []
+            extras_m = re.search(r"\[([\w\d,-_ ]+)\]$", requirement)
+            if extras_m:
+                extras = [e.strip() for e in extras_m.group(1).split(",")]
+                requirement, _ = requirement.split("[")
+
+            url_parsed = urlparse.urlparse(requirement)
+            if url_parsed.scheme and url_parsed.netloc:
+                # Url
+                if url_parsed.scheme in ["git+https", "git+ssh"]:
+                    from poetry.core.vcs.git import Git
+                    from poetry.core.vcs.git import ParsedUrl
+
+                    parsed = ParsedUrl.parse(requirement)
+                    url = Git.normalize_url(requirement)
+
+                    pair = OrderedDict([("name", parsed.name), ("git", url.url)])
+                    if parsed.rev:
+                        pair["rev"] = url.revision
+
+                    if extras:
+                        pair["extras"] = extras
+
+                    package = Provider.get_package_from_vcs(
+                        "git", url.url, rev=pair.get("rev")
+                    )
+                    pair["name"] = package.name
+                    result.append(pair)
+
+                    continue
+                elif url_parsed.scheme in ["http", "https"]:
+                    package = Provider.get_package_from_url(requirement)
+
+                    pair = OrderedDict(
+                        [("name", package.name), ("url", package.source_url)]
+                    )
+                    if extras:
+                        pair["extras"] = extras
+
+                    result.append(pair)
+                    continue
+            elif (os.path.sep in requirement or "/" in requirement) and cwd.joinpath(
+                requirement
+            ).exists():
+                path = cwd.joinpath(requirement)
+                if path.is_file():
+                    package = Provider.get_package_from_file(path.resolve())
+                else:
+                    package = Provider.get_package_from_directory(path)
+
+                result.append(
+                    OrderedDict(
+                        [
+                            ("name", package.name),
+                            ("path", path.relative_to(cwd).as_posix()),
+                        ]
+                        + ([("extras", extras)] if extras else [])
+                    )
+                )
+
+                continue
+
+            pair = re.sub(
+                "^([^@=: ]+)(?:@|==|(?<![<>~!])=|:| )(.*)$", "\\1 \\2", requirement
+            )
+            pair = pair.strip()
+
+            require = OrderedDict()
+            if " " in pair:
+                name, version = pair.split(" ", 2)
+                extras_m = re.search(r"\[([\w\d,-_]+)\]$", name)
+                if extras_m:
+                    extras = [e.strip() for e in extras_m.group(1).split(",")]
+                    name, _ = name.split("[")
+
+                require["name"] = name
+                if version != "latest":
+                    require["version"] = version
+            else:
+                m = re.match(
+                    r"^([^><=!: ]+)((?:>=|<=|>|<|!=|~=|~|\^).*)$", requirement.strip()
+                )
+                if m:
+                    name, constraint = m.group(1), m.group(2)
+                    extras_m = re.search(r"\[([\w\d,-_]+)\]$", name)
+                    if extras_m:
+                        extras = [e.strip() for e in extras_m.group(1).split(",")]
+                        name, _ = name.split("[")
+
+                    require["name"] = name
+                    require["version"] = constraint
+                else:
+                    extras_m = re.search(r"\[([\w\d,-_]+)\]$", pair)
+                    if extras_m:
+                        extras = [e.strip() for e in extras_m.group(1).split(",")]
+                        pair, _ = pair.split("[")
+
+                    require["name"] = pair
+
+            if extras:
+                require["extras"] = extras
+
+            result.append(require)
+
+        return result
+
+    def _format_requirements(
+        self, requirements
+    ):  # type: (List[Dict[str, str]]) -> Dict[str, Union[str, Dict[str, str]]]
+        requires = {}
+        for requirement in requirements:
+            name = requirement.pop("name")
+            if "version" in requirement and len(requirement) == 1:
+                constraint = requirement["version"]
+            else:
+                constraint = inline_table()
+                constraint.trivia.trail = "\n"
+                constraint.update(requirement)
+
+            requires[name] = constraint
+
+        return requires
+
+    def _validate_author(self, author, default):
+        from poetry.core.packages.package import AUTHOR_REGEX
+
+        author = author or default
+
+        if author in ["n", "no"]:
+            return
+
+        m = AUTHOR_REGEX.match(author)
+        if not m:
+            raise ValueError(
+                "Invalid author string. Must be in the format: "
+                "John Smith <john@example.com>"
+            )
+
+        return author
+
+    def _validate_license(self, license):
+        from poetry.core.spdx import license_by_id
+
+        if license:
+            license_by_id(license)
+
+        return license
+
+    def _get_pool(self):
+        from poetry.repositories import Pool
+        from poetry.repositories.pypi_repository import PyPiRepository
+
+        if isinstance(self, EnvCommand):
+            return self.poetry.pool
+
+        if self._pool is None:
+            self._pool = Pool()
+            self._pool.add_repository(PyPiRepository(config=self.poetry.config))
+
+        return self._pool
diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/install.py b/venv/lib/python3.8/site-packages/poetry/console/commands/install.py
new file mode 120000
index 0000000..7575b75
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/console/commands/install.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b6/6d/45/d34a589a1baa1fb70fc7f147d01c0adc22eada0053ec13ef58911cfeea
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/installer_command.py b/venv/lib/python3.8/site-packages/poetry/console/commands/installer_command.py
new file mode 120000
index 0000000..48dc2a5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/console/commands/installer_command.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/00/05/2c/9064ade063309465b9c038c57ac643e1df3abd1f6ac69eb43b60c854aa
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/lock.py b/venv/lib/python3.8/site-packages/poetry/console/commands/lock.py
new file mode 120000
index 0000000..c450018
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/console/commands/lock.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/40/4e/54/4dc30f225358504ac2a93685d7323e0851fea2c2a9937f25f1d53d20f9
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/new.py b/venv/lib/python3.8/site-packages/poetry/console/commands/new.py
new file mode 120000
index 0000000..0a3de71
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/console/commands/new.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7b/09/e4/e0da6343171e3f2885b321628ba20bdc5c731205d283e7c05801bd130a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/publish.py b/venv/lib/python3.8/site-packages/poetry/console/commands/publish.py
new file mode 120000
index 0000000..8d9798e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/console/commands/publish.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d4/84/89/d5c0f2169d8df085726fcfd76a861826ccb1c4e61e28e5800365c1b5f6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/remove.py b/venv/lib/python3.8/site-packages/poetry/console/commands/remove.py
new file mode 120000
index 0000000..f6b02c4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/console/commands/remove.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/de/5e/15/d13e5b2473899a2d7a320b2bab612ab547275cb8eace19d794418977de
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diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/run.py b/venv/lib/python3.8/site-packages/poetry/console/commands/run.py
new file mode 120000
index 0000000..9ebd62a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/console/commands/run.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/3b/8b/f7/fd3e3e3688b2c321189a73d6fe5e8fa411f42359f7af951e498fae6627
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diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/search.py b/venv/lib/python3.8/site-packages/poetry/console/commands/search.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1e/77/ef/7af91aa5e612837c51cd66f1bc17e44c155c36c9b1ea80f8b39836c760
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diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/self/__init__.py b/venv/lib/python3.8/site-packages/poetry/console/commands/self/__init__.py
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+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
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+/home/runner/.cache/pip/pool/49/7f/25/1bf09512d6075ebaac8cfbd7a1476311aaa51d4e25c6e82b8887527c29
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diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/self/update.py b/venv/lib/python3.8/site-packages/poetry/console/commands/self/update.py
new file mode 100644
index 0000000..2cf768d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/console/commands/self/update.py
@@ -0,0 +1,472 @@
+from __future__ import unicode_literals
+
+import hashlib
+import os
+import re
+import shutil
+import site
+import stat
+import subprocess
+import sys
+import tarfile
+
+from functools import cmp_to_key
+from gzip import GzipFile
+
+from cleo import argument
+from cleo import option
+
+from poetry.core.packages import Dependency
+from poetry.utils._compat import PY2
+from poetry.utils._compat import Path
+
+from ..command import Command
+
+
+try:
+    from urllib.error import HTTPError
+    from urllib.request import urlopen
+except ImportError:
+    from urllib2 import HTTPError
+    from urllib2 import urlopen
+
+
+BIN = """# -*- coding: utf-8 -*-
+import glob
+import sys
+import os
+
+lib = os.path.normpath(os.path.join(os.path.realpath(__file__), "../..", "lib"))
+vendors = os.path.join(lib, "poetry", "_vendor")
+current_vendors = os.path.join(
+    vendors, "py{}".format(".".join(str(v) for v in sys.version_info[:2]))
+)
+sys.path.insert(0, lib)
+sys.path.insert(0, current_vendors)
+
+if __name__ == "__main__":
+    from poetry.console import main
+    main()
+"""
+
+BAT = '@echo off\r\n{python_executable} "{poetry_bin}" %*\r\n'
+
+
+class SelfUpdateCommand(Command):
+
+    name = "update"
+    description = "Updates Poetry to the latest version."
+
+    arguments = [argument("version", "The version to update to.", optional=True)]
+    options = [option("preview", None, "Install prereleases.")]
+
+    REPOSITORY_URL = "https://github.com/python-poetry/poetry"
+    BASE_URL = REPOSITORY_URL + "/releases/download"
+
+    _data_dir = None
+    _bin_dir = None
+    _pool = None
+
+    @property
+    def home(self):
+        from poetry.utils._compat import Path
+
+        return Path(os.environ.get("POETRY_HOME", "~/.poetry")).expanduser()
+
+    @property
+    def bin(self):
+        return self.home / "bin"
+
+    @property
+    def lib(self):
+        return self.home / "lib"
+
+    @property
+    def lib_backup(self):
+        return self.home / "lib-backup"
+
+    @property
+    def data_dir(self):  # type: () -> Path
+        if self._data_dir is not None:
+            return self._data_dir
+
+        from poetry.locations import data_dir
+
+        self._data_dir = data_dir()
+
+        return self._data_dir
+
+    @property
+    def bin_dir(self):  # type: () -> Path
+        if self._data_dir is not None:
+            return self._data_dir
+
+        from poetry.utils._compat import WINDOWS
+
+        if os.getenv("POETRY_HOME"):
+            return Path(os.getenv("POETRY_HOME"), "bin").expanduser()
+
+        user_base = site.getuserbase()
+
+        if WINDOWS:
+            bin_dir = os.path.join(user_base, "Scripts")
+        else:
+            bin_dir = os.path.join(user_base, "bin")
+
+        self._bin_dir = Path(bin_dir)
+
+        return self._bin_dir
+
+    @property
+    def pool(self):
+        if self._pool is not None:
+            return self._pool
+
+        from poetry.repositories.pool import Pool
+        from poetry.repositories.pypi_repository import PyPiRepository
+
+        pool = Pool()
+        pool.add_repository(PyPiRepository(config=self.poetry.config, fallback=False))
+
+        self._pool = pool
+
+        return self._pool
+
+    def handle(self):
+        from poetry.__version__ import __version__
+        from poetry.core.semver import Version
+        from poetry.utils.env import EnvManager
+
+        new_update_method = False
+        try:
+            self._check_recommended_installation()
+        except RuntimeError as e:
+            env = EnvManager.get_system_env(naive=True)
+            try:
+                env.path.relative_to(self.data_dir)
+            except ValueError:
+                raise e
+
+            new_update_method = True
+
+        version = self.argument("version")
+        if not version:
+            version = ">=" + __version__
+
+        repo = self.pool.repositories[0]
+        packages = repo.find_packages(
+            Dependency("poetry", version, allows_prereleases=self.option("preview"))
+        )
+        if not packages:
+            self.line("No release found for the specified version")
+            return
+
+        packages.sort(
+            key=cmp_to_key(
+                lambda x, y: 0
+                if x.version == y.version
+                else int(x.version < y.version or -1)
+            )
+        )
+
+        release = None
+        for package in packages:
+            if package.is_prerelease():
+                if self.option("preview"):
+                    release = package
+
+                    break
+
+                continue
+
+            release = package
+
+            break
+
+        if release is None:
+            self.line("No new release found")
+            return
+
+        if release.version == Version.parse(__version__):
+            self.line("You are using the latest version")
+            return
+
+        if new_update_method:
+            return self.update_with_new_method(release.version)
+
+        self.update(release)
+
+    def update(self, release):
+        version = release.version
+        self.line("Updating to <info>{}</info>".format(version))
+
+        if self.lib_backup.exists():
+            shutil.rmtree(str(self.lib_backup))
+
+        # Backup the current installation
+        if self.lib.exists():
+            shutil.copytree(str(self.lib), str(self.lib_backup))
+            shutil.rmtree(str(self.lib))
+
+        try:
+            self._update(version)
+        except Exception:
+            if not self.lib_backup.exists():
+                raise
+
+            shutil.copytree(str(self.lib_backup), str(self.lib))
+            shutil.rmtree(str(self.lib_backup))
+
+            raise
+        finally:
+            if self.lib_backup.exists():
+                shutil.rmtree(str(self.lib_backup))
+
+        self.make_bin()
+
+        self.line("")
+        self.line("")
+        self.line(
+            "<info>Poetry</info> (<comment>{}</comment>) is installed now. Great!".format(
+                version
+            )
+        )
+
+    def update_with_new_method(self, version):
+        self.line("Updating <c1>Poetry</c1> to <c2>{}</c2>".format(version))
+        self.line("")
+
+        self._update_with_new_method(version)
+        self._make_bin()
+
+        self.line("")
+        self.line(
+            "<c1>Poetry</c1> (<c2>{}</c2>) is installed now. Great!".format(version)
+        )
+
+    def _update(self, version):
+        from poetry.utils.helpers import temporary_directory
+
+        release_name = self._get_release_name(version)
+
+        checksum = "{}.sha256sum".format(release_name)
+
+        base_url = self.BASE_URL
+
+        try:
+            r = urlopen(base_url + "/{}/{}".format(version, checksum))
+        except HTTPError as e:
+            if e.code == 404:
+                raise RuntimeError("Could not find {} file".format(checksum))
+
+            raise
+
+        checksum = r.read().decode().strip()
+
+        # We get the payload from the remote host
+        name = "{}.tar.gz".format(release_name)
+        try:
+            r = urlopen(base_url + "/{}/{}".format(version, name))
+        except HTTPError as e:
+            if e.code == 404:
+                raise RuntimeError("Could not find {} file".format(name))
+
+            raise
+
+        meta = r.info()
+        size = int(meta["Content-Length"])
+        current = 0
+        block_size = 8192
+
+        bar = self.progress_bar(max=size)
+        bar.set_format(" - Downloading <info>{}</> <comment>%percent%%</>".format(name))
+        bar.start()
+
+        sha = hashlib.sha256()
+        with temporary_directory(prefix="poetry-updater-") as dir_:
+            tar = os.path.join(dir_, name)
+            with open(tar, "wb") as f:
+                while True:
+                    buffer = r.read(block_size)
+                    if not buffer:
+                        break
+
+                    current += len(buffer)
+                    f.write(buffer)
+                    sha.update(buffer)
+
+                    bar.set_progress(current)
+
+            bar.finish()
+
+            # Checking hashes
+            if checksum != sha.hexdigest():
+                raise RuntimeError(
+                    "Hashes for {} do not match: {} != {}".format(
+                        name, checksum, sha.hexdigest()
+                    )
+                )
+
+            gz = GzipFile(tar, mode="rb")
+            try:
+                with tarfile.TarFile(tar, fileobj=gz, format=tarfile.PAX_FORMAT) as f:
+                    f.extractall(str(self.lib))
+            finally:
+                gz.close()
+
+    def _update_with_new_method(self, version):
+        from poetry.config.config import Config
+        from poetry.core.packages.dependency import Dependency
+        from poetry.core.packages.project_package import ProjectPackage
+        from poetry.installation.installer import Installer
+        from poetry.packages.locker import NullLocker
+        from poetry.repositories.installed_repository import InstalledRepository
+        from poetry.utils.env import EnvManager
+
+        env = EnvManager.get_system_env(naive=True)
+        installed = InstalledRepository.load(env)
+
+        root = ProjectPackage("poetry-updater", "0.0.0")
+        root.python_versions = ".".join(str(c) for c in env.version_info[:3])
+        root.add_dependency(Dependency("poetry", version.text))
+
+        installer = Installer(
+            self.io,
+            env,
+            root,
+            NullLocker(self.data_dir.joinpath("poetry.lock"), {}),
+            self.pool,
+            Config(),
+            installed=installed,
+        )
+        installer.update(True)
+        installer.run()
+
+    def _make_bin(self):
+        from poetry.utils._compat import WINDOWS
+
+        self.line("")
+        self.line("Updating the <c1>poetry</c1> script")
+
+        self.bin_dir.mkdir(parents=True, exist_ok=True)
+
+        script = "poetry"
+        target_script = "venv/bin/poetry"
+        if WINDOWS:
+            script = "poetry.exe"
+            target_script = "venv/Scripts/poetry.exe"
+
+        if self.bin_dir.joinpath(script).exists():
+            self.bin_dir.joinpath(script).unlink()
+
+        if not PY2 and not WINDOWS:
+            try:
+                self.bin_dir.joinpath(script).symlink_to(
+                    self.data_dir.joinpath(target_script)
+                )
+            except OSError:
+                # This can happen if the user
+                # does not have the correct permission on Windows
+                shutil.copy(
+                    self.data_dir.joinpath(target_script), self.bin_dir.joinpath(script)
+                )
+        else:
+            shutil.copy(
+                str(self.data_dir.joinpath(target_script)),
+                str(self.bin_dir.joinpath(script)),
+            )
+
+    def process(self, *args):
+        return subprocess.check_output(list(args), stderr=subprocess.STDOUT)
+
+    def _check_recommended_installation(self):
+        from poetry.utils._compat import Path
+
+        current = Path(__file__)
+        try:
+            current.relative_to(self.home)
+        except ValueError:
+            raise RuntimeError(
+                "Poetry was not installed with the recommended installer. "
+                "Cannot update automatically."
+            )
+
+    def _get_release_name(self, version):
+        platform = sys.platform
+        if platform == "linux2":
+            platform = "linux"
+
+        return "poetry-{}-{}".format(version, platform)
+
+    def _bin_path(self, base_path, bin):
+        from poetry.utils._compat import WINDOWS
+
+        if WINDOWS:
+            return (base_path / "Scripts" / bin).with_suffix(".exe")
+
+        return base_path / "bin" / bin
+
+    def make_bin(self):
+        from poetry.utils._compat import WINDOWS
+
+        self.bin.mkdir(0o755, parents=True, exist_ok=True)
+
+        python_executable = self._which_python()
+
+        if WINDOWS:
+            with self.bin.joinpath("poetry.bat").open("w", newline="") as f:
+                f.write(
+                    BAT.format(
+                        python_executable=python_executable,
+                        poetry_bin=str(self.bin / "poetry").replace(
+                            os.environ["USERPROFILE"], "%USERPROFILE%"
+                        ),
+                    )
+                )
+
+        bin_content = BIN
+        if not WINDOWS:
+            bin_content = "#!/usr/bin/env {}\n".format(python_executable) + bin_content
+
+        self.bin.joinpath("poetry").write_text(bin_content, encoding="utf-8")
+
+        if not WINDOWS:
+            # Making the file executable
+            st = os.stat(str(self.bin.joinpath("poetry")))
+            os.chmod(str(self.bin.joinpath("poetry")), st.st_mode | stat.S_IEXEC)
+
+    def _which_python(self):
+        """
+        Decides which python executable we'll embed in the launcher script.
+        """
+        from poetry.utils._compat import WINDOWS
+
+        allowed_executables = ["python", "python3"]
+        if WINDOWS:
+            allowed_executables += ["py.exe -3", "py.exe -2"]
+
+        # \d in regex ensures we can convert to int later
+        version_matcher = re.compile(r"^Python (?P<major>\d+)\.(?P<minor>\d+)\..+$")
+        fallback = None
+        for executable in allowed_executables:
+            try:
+                raw_version = subprocess.check_output(
+                    executable + " --version", stderr=subprocess.STDOUT, shell=True
+                ).decode("utf-8")
+            except subprocess.CalledProcessError:
+                continue
+
+            match = version_matcher.match(raw_version.strip())
+            if match and tuple(map(int, match.groups())) >= (3, 0):
+                # favor the first py3 executable we can find.
+                return executable
+
+            if fallback is None:
+                # keep this one as the fallback; it was the first valid executable we found.
+                fallback = executable
+
+        if fallback is None:
+            # Avoid breaking existing scripts
+            fallback = "python"
+
+        return fallback
diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/shell.py b/venv/lib/python3.8/site-packages/poetry/console/commands/shell.py
new file mode 120000
index 0000000..28cb23d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/console/commands/shell.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e7/66/08/3a9853a67e4f6f6c36790e201dd2b78bbebe967419a556ab3f46a92004
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/show.py b/venv/lib/python3.8/site-packages/poetry/console/commands/show.py
new file mode 120000
index 0000000..ec4f9ae
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/console/commands/show.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e6/46/af/44aa90700845448421ec2db03db81e1824fb2a8ca61751042f9add09d0
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/update.py b/venv/lib/python3.8/site-packages/poetry/console/commands/update.py
new file mode 120000
index 0000000..3dc436a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/console/commands/update.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/71/fb/dc/ddd9d4c4d76c4a0959ece9968a38e3b0429b9b6157ec9afb70da86d584
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/poetry/console/commands/version.py b/venv/lib/python3.8/site-packages/poetry/console/commands/version.py
new file mode 120000
index 0000000..b208b3f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/console/commands/version.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/44/5e/c8/406eb1b07061704a737a1a2a6cab1b0b9c8448815771caf9cba8df31ea
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/poetry/console/config/__init__.py b/venv/lib/python3.8/site-packages/poetry/console/config/__init__.py
new file mode 120000
index 0000000..7c998d8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/console/config/__init__.py
@@ -0,0 +1 @@
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+from __future__ import absolute_import
+from __future__ import unicode_literals
+
+from typing import Dict
+from typing import Optional
+
+from clikit.api.io.io import IO
+
+from poetry.core.factory import Factory as BaseFactory
+from poetry.core.toml.file import TOMLFile
+
+from .config.config import Config
+from .config.file_config_source import FileConfigSource
+from .io.null_io import NullIO
+from .locations import CONFIG_DIR
+from .packages.locker import Locker
+from .poetry import Poetry
+from .repositories.pypi_repository import PyPiRepository
+from .utils._compat import Path
+
+
+class Factory(BaseFactory):
+    """
+    Factory class to create various elements needed by Poetry.
+    """
+
+    def create_poetry(
+        self, cwd=None, io=None
+    ):  # type: (Optional[Path], Optional[IO]) -> Poetry
+        if io is None:
+            io = NullIO()
+
+        base_poetry = super(Factory, self).create_poetry(cwd)
+
+        locker = Locker(
+            base_poetry.file.parent / "poetry.lock", base_poetry.local_config
+        )
+
+        # Loading global configuration
+        config = self.create_config(io)
+
+        # Loading local configuration
+        local_config_file = TOMLFile(base_poetry.file.parent / "poetry.toml")
+        if local_config_file.exists():
+            if io.is_debug():
+                io.write_line(
+                    "Loading configuration file {}".format(local_config_file.path)
+                )
+
+            config.merge(local_config_file.read())
+
+        # Load local sources
+        repositories = {}
+        existing_repositories = config.get("repositories", {})
+        for source in base_poetry.pyproject.poetry_config.get("source", []):
+            name = source.get("name")
+            url = source.get("url")
+            if name and url:
+                if name not in existing_repositories:
+                    repositories[name] = {"url": url}
+
+        config.merge({"repositories": repositories})
+
+        poetry = Poetry(
+            base_poetry.file.path,
+            base_poetry.local_config,
+            base_poetry.package,
+            locker,
+            config,
+        )
+
+        # Configuring sources
+        sources = poetry.local_config.get("source", [])
+        for source in sources:
+            repository = self.create_legacy_repository(source, config)
+            is_default = source.get("default", False)
+            is_secondary = source.get("secondary", False)
+            if io.is_debug():
+                message = "Adding repository {} ({})".format(
+                    repository.name, repository.url
+                )
+                if is_default:
+                    message += " and setting it as the default one"
+                elif is_secondary:
+                    message += " and setting it as secondary"
+
+                io.write_line(message)
+
+            poetry.pool.add_repository(repository, is_default, secondary=is_secondary)
+
+        # Put PyPI last to prefer private repositories
+        # unless we have no default source AND no primary sources
+        # (default = false, secondary = false)
+        if poetry.pool.has_default():
+            if io.is_debug():
+                io.write_line("Deactivating the PyPI repository")
+        else:
+            default = not poetry.pool.has_primary_repositories()
+            poetry.pool.add_repository(PyPiRepository(config=poetry.config), default, not default)
+
+        return poetry
+
+    @classmethod
+    def create_config(cls, io=None):  # type: (Optional[IO]) -> Config
+        if io is None:
+            io = NullIO()
+
+        config = Config()
+        # Load global config
+        config_file = TOMLFile(Path(CONFIG_DIR) / "config.toml")
+        if config_file.exists():
+            if io.is_debug():
+                io.write_line(
+                    "<debug>Loading configuration file {}</debug>".format(
+                        config_file.path
+                    )
+                )
+
+            config.merge(config_file.read())
+
+        config.set_config_source(FileConfigSource(config_file))
+
+        # Load global auth config
+        auth_config_file = TOMLFile(Path(CONFIG_DIR) / "auth.toml")
+        if auth_config_file.exists():
+            if io.is_debug():
+                io.write_line(
+                    "<debug>Loading configuration file {}</debug>".format(
+                        auth_config_file.path
+                    )
+                )
+
+            config.merge(auth_config_file.read())
+
+        config.set_auth_config_source(FileConfigSource(auth_config_file))
+
+        return config
+
+    def create_legacy_repository(
+        self, source, auth_config
+    ):  # type: (Dict[str, str], Config) -> LegacyRepository
+        from .repositories.legacy_repository import LegacyRepository
+        from .utils.helpers import get_cert
+        from .utils.helpers import get_client_cert
+
+        if "url" in source:
+            # PyPI-like repository
+            if "name" not in source:
+                raise RuntimeError("Missing [name] in source.")
+        else:
+            raise RuntimeError("Unsupported source specified")
+
+        name = source["name"]
+        url = source["url"]
+
+        return LegacyRepository(
+            name,
+            url,
+            config=auth_config,
+            cert=get_cert(auth_config, name),
+            client_cert=get_client_cert(auth_config, name),
+        )
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+/home/runner/.cache/pip/pool/bc/24/0b/ee4de4782eeb9172e14550ed2f0435e4a7127ac296cade5c586b65adce
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diff --git a/venv/lib/python3.8/site-packages/poetry/installation/base_installer.py b/venv/lib/python3.8/site-packages/poetry/installation/base_installer.py
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+/home/runner/.cache/pip/pool/a7/6f/f9/8652a6bcee17168c75df0aecdbcdb1f0affc61531dd3c73b7dd167ac96
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diff --git a/venv/lib/python3.8/site-packages/poetry/installation/executor.py b/venv/lib/python3.8/site-packages/poetry/installation/executor.py
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+++ b/venv/lib/python3.8/site-packages/poetry/installation/executor.py
@@ -0,0 +1,703 @@
+# -*- coding: utf-8 -*-
+from __future__ import division
+
+import itertools
+import os
+import threading
+
+from concurrent.futures import ThreadPoolExecutor
+from concurrent.futures import wait
+from subprocess import CalledProcessError
+
+from poetry.core.packages.file_dependency import FileDependency
+from poetry.core.packages.utils.link import Link
+from poetry.core.packages.utils.utils import url_to_path
+from poetry.core.pyproject.toml import PyProjectTOML
+from poetry.io.null_io import NullIO
+from poetry.utils._compat import PY2
+from poetry.utils._compat import WINDOWS
+from poetry.utils._compat import OrderedDict
+from poetry.utils._compat import Path
+from poetry.utils._compat import cpu_count
+from poetry.utils._compat import decode
+from poetry.utils.env import EnvCommandError
+from poetry.utils.helpers import safe_rmtree
+
+from .authenticator import Authenticator
+from .chef import Chef
+from .chooser import Chooser
+from .operations.install import Install
+from .operations.operation import Operation
+from .operations.uninstall import Uninstall
+from .operations.update import Update
+
+
+class Executor(object):
+    def __init__(self, env, pool, config, io, parallel=None):
+        self._env = env
+        self._io = io
+        self._dry_run = False
+        self._enabled = True
+        self._verbose = False
+        self._authenticator = Authenticator(config, self._io)
+        self._chef = Chef(config, self._env)
+        self._chooser = Chooser(pool, self._env)
+
+        if parallel is None:
+            parallel = config.get("installer.parallel", True)
+
+        if parallel and not (PY2 and WINDOWS):
+            # This should be directly handled by ThreadPoolExecutor
+            # however, on some systems the number of CPUs cannot be determined
+            # (it raises a NotImplementedError), so, in this case, we assume
+            # that the system only has one CPU.
+            try:
+                self._max_workers = cpu_count() + 4
+            except NotImplementedError:
+                self._max_workers = 5
+        else:
+            self._max_workers = 1
+
+        self._executor = ThreadPoolExecutor(max_workers=self._max_workers)
+        self._total_operations = 0
+        self._executed_operations = 0
+        self._executed = {"install": 0, "update": 0, "uninstall": 0}
+        self._skipped = {"install": 0, "update": 0, "uninstall": 0}
+        self._sections = OrderedDict()
+        self._lock = threading.Lock()
+        self._shutdown = False
+
+    @property
+    def installations_count(self):  # type: () -> int
+        return self._executed["install"]
+
+    @property
+    def updates_count(self):  # type: () -> int
+        return self._executed["update"]
+
+    @property
+    def removals_count(self):  # type: () -> int
+        return self._executed["uninstall"]
+
+    def supports_fancy_output(self):  # type: () -> bool
+        return self._io.supports_ansi() and not self._dry_run
+
+    def disable(self):
+        self._enabled = False
+
+        return self
+
+    def dry_run(self, dry_run=True):
+        self._dry_run = dry_run
+
+        return self
+
+    def verbose(self, verbose=True):
+        self._verbose = verbose
+
+        return self
+
+    def execute(self, operations):  # type: (Operation) -> int
+        self._total_operations = len(operations)
+        for job_type in self._executed:
+            self._executed[job_type] = 0
+            self._skipped[job_type] = 0
+
+        if operations and (self._enabled or self._dry_run):
+            self._display_summary(operations)
+
+        # We group operations by priority
+        groups = itertools.groupby(operations, key=lambda o: -o.priority)
+        self._sections = OrderedDict()
+        for _, group in groups:
+            tasks = []
+            serial_operations = []
+            for operation in group:
+                if self._shutdown:
+                    break
+
+                # Some operations are unsafe, we mus execute them serially in a group
+                # https://github.com/python-poetry/poetry/issues/3086
+                # https://github.com/python-poetry/poetry/issues/2658
+                #
+                # We need to explicitly check source type here, see:
+                # https://github.com/python-poetry/poetry-core/pull/98
+                is_parallel_unsafe = operation.job_type == "uninstall" or (
+                    operation.package.develop
+                    and operation.package.source_type in {"directory", "git"}
+                )
+                if not operation.skipped and is_parallel_unsafe:
+                    serial_operations.append(operation)
+                    continue
+
+                tasks.append(self._executor.submit(self._execute_operation, operation))
+
+            try:
+                wait(tasks)
+
+                for operation in serial_operations:
+                    wait([self._executor.submit(self._execute_operation, operation)])
+
+            except KeyboardInterrupt:
+                self._shutdown = True
+
+            if self._shutdown:
+                # Cancelling further tasks from being executed
+                [task.cancel() for task in tasks]
+                self._executor.shutdown(wait=True)
+
+                break
+
+        return 1 if self._shutdown else 0
+
+    def _write(self, operation, line):
+        if not self.supports_fancy_output() or not self._should_write_operation(
+            operation
+        ):
+            return
+
+        if self._io.is_debug():
+            with self._lock:
+                section = self._sections[id(operation)]
+                section.write_line(line)
+
+            return
+
+        with self._lock:
+            section = self._sections[id(operation)]
+            section.output.clear()
+            section.write(line)
+
+    def _execute_operation(self, operation):
+        try:
+            if self.supports_fancy_output():
+                if id(operation) not in self._sections:
+                    if self._should_write_operation(operation):
+                        with self._lock:
+                            self._sections[id(operation)] = self._io.section()
+                            self._sections[id(operation)].write_line(
+                                "  <fg=blue;options=bold>•</> {message}: <fg=blue>Pending...</>".format(
+                                    message=self.get_operation_message(operation),
+                                ),
+                            )
+            else:
+                if self._should_write_operation(operation):
+                    if not operation.skipped:
+                        self._io.write_line(
+                            "  <fg=blue;options=bold>•</> {message}".format(
+                                message=self.get_operation_message(operation),
+                            ),
+                        )
+                    else:
+                        self._io.write_line(
+                            "  <fg=default;options=bold,dark>•</> {message}: "
+                            "<fg=default;options=bold,dark>Skipped</> "
+                            "<fg=default;options=dark>for the following reason:</> "
+                            "<fg=default;options=bold,dark>{reason}</>".format(
+                                message=self.get_operation_message(operation),
+                                reason=operation.skip_reason,
+                            )
+                        )
+
+            try:
+                result = self._do_execute_operation(operation)
+            except EnvCommandError as e:
+                if e.e.returncode == -2:
+                    result = -2
+                else:
+                    raise
+
+            # If we have a result of -2 it means a KeyboardInterrupt
+            # in the any python subprocess, so we raise a KeyboardInterrupt
+            # error to be picked up by the error handler.
+            if result == -2:
+                raise KeyboardInterrupt
+        except Exception as e:
+            try:
+                from clikit.ui.components.exception_trace import ExceptionTrace
+
+                if not self.supports_fancy_output():
+                    io = self._io
+                else:
+                    message = "  <error>•</error> {message}: <error>Failed</error>".format(
+                        message=self.get_operation_message(operation, error=True),
+                    )
+                    self._write(operation, message)
+                    io = self._sections.get(id(operation), self._io)
+
+                with self._lock:
+                    trace = ExceptionTrace(e)
+                    trace.render(io)
+                    io.write_line("")
+            finally:
+                with self._lock:
+                    self._shutdown = True
+        except KeyboardInterrupt:
+            try:
+                message = "  <warning>•</warning> {message}: <warning>Cancelled</warning>".format(
+                    message=self.get_operation_message(operation, warning=True),
+                )
+                if not self.supports_fancy_output():
+                    self._io.write_line(message)
+                else:
+                    self._write(operation, message)
+            finally:
+                with self._lock:
+                    self._shutdown = True
+
+    def _do_execute_operation(self, operation):
+        method = operation.job_type
+
+        operation_message = self.get_operation_message(operation)
+        if operation.skipped:
+            if self.supports_fancy_output():
+                self._write(
+                    operation,
+                    "  <fg=default;options=bold,dark>•</> {message}: "
+                    "<fg=default;options=bold,dark>Skipped</> "
+                    "<fg=default;options=dark>for the following reason:</> "
+                    "<fg=default;options=bold,dark>{reason}</>".format(
+                        message=operation_message, reason=operation.skip_reason,
+                    ),
+                )
+
+            self._skipped[operation.job_type] += 1
+
+            return 0
+
+        if not self._enabled or self._dry_run:
+            self._io.write_line(
+                "  <fg=blue;options=bold>•</> {message}".format(
+                    message=operation_message,
+                )
+            )
+
+            return 0
+
+        result = getattr(self, "_execute_{}".format(method))(operation)
+
+        if result != 0:
+            return result
+
+        message = "  <fg=green;options=bold>•</> {message}".format(
+            message=self.get_operation_message(operation, done=True),
+        )
+        self._write(operation, message)
+
+        self._increment_operations_count(operation, True)
+
+        return result
+
+    def _increment_operations_count(self, operation, executed):
+        with self._lock:
+            if executed:
+                self._executed_operations += 1
+                self._executed[operation.job_type] += 1
+            else:
+                self._skipped[operation.job_type] += 1
+
+    def run_pip(self, *args, **kwargs):  # type: (...) -> int
+        try:
+            self._env.run_pip(*args, **kwargs)
+        except EnvCommandError as e:
+            output = decode(e.e.output)
+            if (
+                "KeyboardInterrupt" in output
+                or "ERROR: Operation cancelled by user" in output
+            ):
+                return -2
+
+            raise
+
+        return 0
+
+    def get_operation_message(self, operation, done=False, error=False, warning=False):
+        base_tag = "fg=default"
+        operation_color = "c2"
+        source_operation_color = "c2"
+        package_color = "c1"
+
+        if error:
+            operation_color = "error"
+        elif warning:
+            operation_color = "warning"
+        elif done:
+            operation_color = "success"
+
+        if operation.skipped:
+            base_tag = "fg=default;options=dark"
+            operation_color += "_dark"
+            source_operation_color += "_dark"
+            package_color += "_dark"
+
+        if operation.job_type == "install":
+            return "<{}>Installing <{}>{}</{}> (<{}>{}</>)</>".format(
+                base_tag,
+                package_color,
+                operation.package.name,
+                package_color,
+                operation_color,
+                operation.package.full_pretty_version,
+            )
+
+        if operation.job_type == "uninstall":
+            return "<{}>Removing <{}>{}</{}> (<{}>{}</>)</>".format(
+                base_tag,
+                package_color,
+                operation.package.name,
+                package_color,
+                operation_color,
+                operation.package.full_pretty_version,
+            )
+
+        if operation.job_type == "update":
+            return "<{}>Updating <{}>{}</{}> (<{}>{}</{}> -> <{}>{}</>)</>".format(
+                base_tag,
+                package_color,
+                operation.initial_package.name,
+                package_color,
+                source_operation_color,
+                operation.initial_package.full_pretty_version,
+                source_operation_color,
+                operation_color,
+                operation.target_package.full_pretty_version,
+            )
+
+        return ""
+
+    def _display_summary(self, operations):
+        installs = 0
+        updates = 0
+        uninstalls = 0
+        skipped = 0
+        for op in operations:
+            if op.skipped:
+                skipped += 1
+                continue
+
+            if op.job_type == "install":
+                installs += 1
+            elif op.job_type == "update":
+                updates += 1
+            elif op.job_type == "uninstall":
+                uninstalls += 1
+
+        if not installs and not updates and not uninstalls and not self._verbose:
+            self._io.write_line("")
+            self._io.write_line("No dependencies to install or update")
+
+            return
+
+        self._io.write_line("")
+        self._io.write_line(
+            "<b>Package operations</b>: "
+            "<info>{}</> install{}, "
+            "<info>{}</> update{}, "
+            "<info>{}</> removal{}"
+            "{}".format(
+                installs,
+                "" if installs == 1 else "s",
+                updates,
+                "" if updates == 1 else "s",
+                uninstalls,
+                "" if uninstalls == 1 else "s",
+                ", <info>{}</> skipped".format(skipped)
+                if skipped and self._verbose
+                else "",
+            )
+        )
+        self._io.write_line("")
+
+    def _execute_install(self, operation):  # type: (Install) -> None
+        return self._install(operation)
+
+    def _execute_update(self, operation):  # type: (Update) -> None
+        return self._update(operation)
+
+    def _execute_uninstall(self, operation):  # type: (Uninstall) -> None
+        message = "  <fg=blue;options=bold>•</> {message}: <info>Removing...</info>".format(
+            message=self.get_operation_message(operation),
+        )
+        self._write(operation, message)
+
+        return self._remove(operation)
+
+    def _install(self, operation):
+        package = operation.package
+        if package.source_type == "directory":
+            return self._install_directory(operation)
+
+        if package.source_type == "git":
+            return self._install_git(operation)
+
+        if package.source_type == "file":
+            archive = self._prepare_file(operation)
+        elif package.source_type == "url":
+            # archive = self._download_link(operation, Link(package.source_url))
+            return self._pip_install(operation, package.source_url)
+        else:
+            # archive = self._download(operation)
+            url = str(self._chooser.choose_for(package))
+            return self._pip_install(operation, url)
+
+        operation_message = self.get_operation_message(operation)
+        message = "  <fg=blue;options=bold>•</> {message}: <info>Installing...</info>".format(
+            message=operation_message,
+        )
+        self._write(operation, message)
+
+        args = ["install", "--no-deps", str(archive)]
+        if operation.job_type == "update":
+            args.insert(2, "-U")
+
+        return self.run_pip(*args)
+
+    def _pip_install(self, operation, spec):
+        operation_message = self.get_operation_message(operation)
+        message = "  <fg=blue;options=bold>•</> {message}: <info>Installing...</info>".format(
+            message=operation_message,
+        )
+        self._write(operation, message)
+
+        args = ["install", "--no-deps", spec]
+
+        return self.run_pip(*args)
+
+    def _update(self, operation):
+        return self._install(operation)
+
+    def _remove(self, operation):
+        package = operation.package
+
+        # If we have a VCS package, remove its source directory
+        if package.source_type == "git":
+            src_dir = self._env.path / "src" / package.name
+            if src_dir.exists():
+                safe_rmtree(str(src_dir))
+
+        try:
+            return self.run_pip("uninstall", package.name, "-y")
+        except CalledProcessError as e:
+            if "not installed" in str(e):
+                return 0
+
+            raise
+
+    def _prepare_file(self, operation):
+        package = operation.package
+
+        message = "  <fg=blue;options=bold>•</> {message}: <info>Preparing...</info>".format(
+            message=self.get_operation_message(operation),
+        )
+        self._write(operation, message)
+
+        archive = Path(package.source_url)
+        if not Path(package.source_url).is_absolute() and package.root_dir:
+            archive = package.root_dir / archive
+
+        archive = self._chef.prepare(archive)
+
+        return archive
+
+    def _install_directory(self, operation):
+        from poetry.factory import Factory
+
+        package = operation.package
+        operation_message = self.get_operation_message(operation)
+
+        message = "  <fg=blue;options=bold>•</> {message}: <info>Building...</info>".format(
+            message=operation_message,
+        )
+        self._write(operation, message)
+
+        if package.root_dir:
+            req = os.path.join(str(package.root_dir), package.source_url)
+        else:
+            req = os.path.realpath(package.source_url)
+
+        args = ["install", "--no-deps", "-U"]
+
+        pyproject = PyProjectTOML(os.path.join(req, "pyproject.toml"))
+
+        if pyproject.is_poetry_project():
+            # Even if there is a build system specified
+            # some versions of pip (< 19.0.0) don't understand it
+            # so we need to check the version of pip to know
+            # if we can rely on the build system
+            legacy_pip = self._env.pip_version < self._env.pip_version.__class__(
+                19, 0, 0
+            )
+            package_poetry = Factory().create_poetry(pyproject.file.path.parent)
+
+            if package.develop and not package_poetry.package.build_script:
+                from poetry.masonry.builders.editable import EditableBuilder
+
+                # This is a Poetry package in editable mode
+                # we can use the EditableBuilder without going through pip
+                # to install it, unless it has a build script.
+                builder = EditableBuilder(package_poetry, self._env, NullIO())
+                builder.build()
+
+                return 0
+            elif legacy_pip or package_poetry.package.build_script:
+                from poetry.core.masonry.builders.sdist import SdistBuilder
+
+                # We need to rely on creating a temporary setup.py
+                # file since the version of pip does not support
+                # build-systems
+                # We also need it for non-PEP-517 packages
+                builder = SdistBuilder(package_poetry)
+
+                with builder.setup_py():
+                    if package.develop:
+                        args.append("-e")
+
+                    args.append(req)
+
+                    return self.run_pip(*args)
+
+        if package.develop:
+            args.append("-e")
+
+        args.append(req)
+
+        return self.run_pip(*args)
+
+    def _install_git(self, operation):
+        from poetry.core.vcs import Git
+
+        package = operation.package
+        operation_message = self.get_operation_message(operation)
+
+        message = "  <fg=blue;options=bold>•</> {message}: <info>Cloning...</info>".format(
+            message=operation_message,
+        )
+        self._write(operation, message)
+
+        src_dir = self._env.path / "src" / package.name
+        if src_dir.exists():
+            safe_rmtree(str(src_dir))
+
+        src_dir.parent.mkdir(exist_ok=True)
+
+        git = Git()
+        git.clone(package.source_url, src_dir)
+
+        reference = package.source_resolved_reference
+        if not reference:
+            reference = package.source_reference
+
+        git.checkout(reference, src_dir)
+
+        # Now we just need to install from the source directory
+        package._source_url = str(src_dir)
+
+        return self._install_directory(operation)
+
+    def _download(self, operation):  # type: (Operation) -> Path
+        link = self._chooser.choose_for(operation.package)
+
+        return self._download_link(operation, link)
+
+    def _download_link(self, operation, link):
+        package = operation.package
+
+        archive = self._chef.get_cached_archive_for_link(link)
+        if archive is link:
+            # No cached distributions was found, so we download and prepare it
+            try:
+                archive = self._download_archive(operation, link)
+            except BaseException:
+                cache_directory = self._chef.get_cache_directory_for_link(link)
+                cached_file = cache_directory.joinpath(link.filename)
+                # We can't use unlink(missing_ok=True) because it's not available
+                # in pathlib2 for Python 2.7
+                if cached_file.exists():
+                    cached_file.unlink()
+
+                raise
+
+            # TODO: Check readability of the created archive
+
+            if not link.is_wheel:
+                archive = self._chef.prepare(archive)
+
+        if package.files:
+            hashes = {f["hash"] for f in package.files}
+            hash_types = {h.split(":")[0] for h in hashes}
+            archive_hashes = set()
+            archive_path = (
+                url_to_path(archive.url) if isinstance(archive, Link) else archive
+            )
+            for hash_type in hash_types:
+                archive_hashes.add(
+                    "{}:{}".format(
+                        hash_type,
+                        FileDependency(package.name, archive_path).hash(hash_type),
+                    )
+                )
+
+            if archive_hashes.isdisjoint(hashes):
+                raise RuntimeError(
+                    "Invalid hashes ({}) for {} using archive {}. Expected one of {}.".format(
+                        ", ".join(sorted(archive_hashes)),
+                        package,
+                        archive_path.name,
+                        ", ".join(sorted(hashes)),
+                    )
+                )
+
+        return archive
+
+    def _download_archive(self, operation, link):  # type: (Operation, Link) -> Path
+        response = self._authenticator.request(
+            "get", link.url, stream=True, io=self._sections.get(id(operation), self._io)
+        )
+        wheel_size = response.headers.get("content-length")
+        operation_message = self.get_operation_message(operation)
+        message = "  <fg=blue;options=bold>•</> {message}: <info>Downloading...</>".format(
+            message=operation_message,
+        )
+        progress = None
+        if self.supports_fancy_output():
+            if wheel_size is None:
+                self._write(operation, message)
+            else:
+                from clikit.ui.components.progress_bar import ProgressBar
+
+                progress = ProgressBar(
+                    self._sections[id(operation)].output, max=int(wheel_size)
+                )
+                progress.set_format(message + " <b>%percent%%</b>")
+
+        if progress:
+            with self._lock:
+                progress.start()
+
+        done = 0
+        archive = self._chef.get_cache_directory_for_link(link) / link.filename
+        archive.parent.mkdir(parents=True, exist_ok=True)
+        with archive.open("wb") as f:
+            for chunk in response.iter_content(chunk_size=4096):
+                if not chunk:
+                    break
+
+                done += len(chunk)
+
+                if progress:
+                    with self._lock:
+                        progress.set_progress(done)
+
+                f.write(chunk)
+
+        if progress:
+            with self._lock:
+                progress.finish()
+
+        return archive
+
+    def _should_write_operation(self, operation):  # type: (Operation) -> bool
+        if not operation.skipped:
+            return True
+
+        return self._dry_run or self._verbose
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diff --git a/venv/lib/python3.8/site-packages/poetry/mixology/failure.py b/venv/lib/python3.8/site-packages/poetry/mixology/failure.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5a/d5/a8/4f0c7f47316dba0452fcde3be92dd2f720c38950372d20080e410b38f3
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diff --git a/venv/lib/python3.8/site-packages/poetry/mixology/incompatibility.py b/venv/lib/python3.8/site-packages/poetry/mixology/incompatibility.py
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index 0000000..bba55bb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/mixology/incompatibility.py
@@ -0,0 +1,458 @@
+from typing import Dict
+from typing import Generator
+from typing import List
+
+from .incompatibility_cause import ConflictCause
+from .incompatibility_cause import DependencyCause
+from .incompatibility_cause import IncompatibilityCause
+from .incompatibility_cause import NoVersionsCause
+from .incompatibility_cause import PackageNotFoundCause
+from .incompatibility_cause import PlatformCause
+from .incompatibility_cause import PythonCause
+from .incompatibility_cause import RootCause
+from .term import Term
+
+
+class Incompatibility:
+    def __init__(
+        self, terms, cause
+    ):  # type: (List[Term], IncompatibilityCause) -> None
+        # Remove the root package from generated incompatibilities, since it will
+        # always be satisfied. This makes error reporting clearer, and may also
+        # make solving more efficient.
+        if (
+            len(terms) != 1
+            and isinstance(cause, ConflictCause)
+            and any([term.is_positive() and term.dependency.is_root for term in terms])
+        ):
+            terms = [
+                term
+                for term in terms
+                if not term.is_positive() or not term.dependency.is_root
+            ]
+
+        if (
+            len(terms) == 1
+            # Short-circuit in the common case of a two-term incompatibility with
+            # two different packages (for example, a dependency).
+            or len(terms) == 2
+            and terms[0].dependency.complete_name != terms[-1].dependency.complete_name
+        ):
+            pass
+        else:
+            # Coalesce multiple terms about the same package if possible.
+            by_name = {}  # type: Dict[str, Dict[str, Term]]
+            for term in terms:
+                if term.dependency.complete_name not in by_name:
+                    by_name[term.dependency.complete_name] = {}
+
+                by_ref = by_name[term.dependency.complete_name]
+                ref = term.dependency.complete_name
+
+                if ref in by_ref:
+                    by_ref[ref] = by_ref[ref].intersect(term)
+
+                    # If we have two terms that refer to the same package but have a null
+                    # intersection, they're mutually exclusive, making this incompatibility
+                    # irrelevant, since we already know that mutually exclusive version
+                    # ranges are incompatible. We should never derive an irrelevant
+                    # incompatibility.
+                    assert by_ref[ref] is not None
+                else:
+                    by_ref[ref] = term
+
+            new_terms = []
+            for by_ref in by_name.values():
+                positive_terms = [
+                    term for term in by_ref.values() if term.is_positive()
+                ]
+                if positive_terms:
+                    new_terms += positive_terms
+                    continue
+
+                new_terms += list(by_ref.values())
+
+            terms = new_terms
+
+        self._terms = terms
+        self._cause = cause
+
+    @property
+    def terms(self):  # type: () -> List[Term]
+        return self._terms
+
+    @property
+    def cause(self):  # type: () -> IncompatibilityCause
+        return self._cause
+
+    @property
+    def external_incompatibilities(self):  # type: () -> Generator[Incompatibility]
+        """
+        Returns all external incompatibilities in this incompatibility's
+        derivation graph.
+        """
+        if isinstance(self._cause, ConflictCause):
+            cause = self._cause  # type: ConflictCause
+            for incompatibility in cause.conflict.external_incompatibilities:
+                yield incompatibility
+
+            for incompatibility in cause.other.external_incompatibilities:
+                yield incompatibility
+        else:
+            yield self
+
+    def is_failure(self):  # type: () -> bool
+        return len(self._terms) == 0 or (
+            len(self._terms) == 1 and self._terms[0].dependency.is_root
+        )
+
+    def __str__(self):
+        if isinstance(self._cause, DependencyCause):
+            assert len(self._terms) == 2
+
+            depender = self._terms[0]
+            dependee = self._terms[1]
+            assert depender.is_positive()
+            assert not dependee.is_positive()
+
+            return "{} depends on {}".format(
+                self._terse(depender, allow_every=True), self._terse(dependee)
+            )
+        elif isinstance(self._cause, PythonCause):
+            assert len(self._terms) == 1
+            assert self._terms[0].is_positive()
+
+            cause = self._cause  # type: PythonCause
+            text = "{} requires ".format(self._terse(self._terms[0], allow_every=True))
+            text += "Python {}".format(cause.python_version)
+
+            return text
+        elif isinstance(self._cause, PlatformCause):
+            assert len(self._terms) == 1
+            assert self._terms[0].is_positive()
+
+            cause = self._cause  # type: PlatformCause
+            text = "{} requires ".format(self._terse(self._terms[0], allow_every=True))
+            text += "platform {}".format(cause.platform)
+
+            return text
+        elif isinstance(self._cause, NoVersionsCause):
+            assert len(self._terms) == 1
+            assert self._terms[0].is_positive()
+
+            return "no versions of {} match {}".format(
+                self._terms[0].dependency.name, self._terms[0].constraint
+            )
+        elif isinstance(self._cause, PackageNotFoundCause):
+            assert len(self._terms) == 1
+            assert self._terms[0].is_positive()
+
+            return "{} doesn't exist".format(self._terms[0].dependency.name)
+        elif isinstance(self._cause, RootCause):
+            assert len(self._terms) == 1
+            assert not self._terms[0].is_positive()
+            assert self._terms[0].dependency.is_root
+
+            return "{} is {}".format(
+                self._terms[0].dependency.name, self._terms[0].dependency.constraint
+            )
+        elif self.is_failure():
+            return "version solving failed"
+
+        if len(self._terms) == 1:
+            term = self._terms[0]
+            if term.constraint.is_any():
+                return "{} is {}".format(
+                    term.dependency.name,
+                    "forbidden" if term.is_positive() else "required",
+                )
+            else:
+                return "{} is {}".format(
+                    term.dependency.name,
+                    "forbidden" if term.is_positive() else "required",
+                )
+
+        if len(self._terms) == 2:
+            term1 = self._terms[0]
+            term2 = self._terms[1]
+
+            if term1.is_positive() == term2.is_positive():
+                if term1.is_positive():
+                    package1 = (
+                        term1.dependency.name
+                        if term1.constraint.is_any()
+                        else self._terse(term1)
+                    )
+                    package2 = (
+                        term2.dependency.name
+                        if term2.constraint.is_any()
+                        else self._terse(term2)
+                    )
+
+                    return "{} is incompatible with {}".format(package1, package2)
+                else:
+                    return "either {} or {}".format(
+                        self._terse(term1), self._terse(term2)
+                    )
+
+        positive = []
+        negative = []
+
+        for term in self._terms:
+            if term.is_positive():
+                positive.append(self._terse(term))
+            else:
+                negative.append(self._terse(term))
+
+        if positive and negative:
+            if len(positive) == 1:
+                positive_term = [term for term in self._terms if term.is_positive()][0]
+
+                return "{} requires {}".format(
+                    self._terse(positive_term, allow_every=True), " or ".join(negative)
+                )
+            else:
+                return "if {} then {}".format(
+                    " and ".join(positive), " or ".join(negative)
+                )
+        elif positive:
+            return "one of {} must be false".format(" or ".join(positive))
+        else:
+            return "one of {} must be true".format(" or ".join(negative))
+
+    def and_to_string(
+        self, other, details, this_line, other_line
+    ):  # type: (Incompatibility, dict, int, int) -> str
+        requires_both = self._try_requires_both(other, details, this_line, other_line)
+        if requires_both is not None:
+            return requires_both
+
+        requires_through = self._try_requires_through(
+            other, details, this_line, other_line
+        )
+        if requires_through is not None:
+            return requires_through
+
+        requires_forbidden = self._try_requires_forbidden(
+            other, details, this_line, other_line
+        )
+        if requires_forbidden is not None:
+            return requires_forbidden
+
+        buffer = [str(self)]
+        if this_line is not None:
+            buffer.append(" " + str(this_line))
+
+        buffer.append(" and {}".format(str(other)))
+
+        if other_line is not None:
+            buffer.append(" " + str(other_line))
+
+        return "\n".join(buffer)
+
+    def _try_requires_both(
+        self, other, details, this_line, other_line
+    ):  # type: (Incompatibility, dict, int, int) -> str
+        if len(self._terms) == 1 or len(other.terms) == 1:
+            return
+
+        this_positive = self._single_term_where(lambda term: term.is_positive())
+        if this_positive is None:
+            return
+
+        other_positive = other._single_term_where(lambda term: term.is_positive())
+        if other_positive is None:
+            return
+
+        if this_positive.dependency != other_positive.dependency:
+            return
+
+        this_negatives = " or ".join(
+            [self._terse(term) for term in self._terms if not term.is_positive()]
+        )
+
+        other_negatives = " or ".join(
+            [self._terse(term) for term in other.terms if not term.is_positive()]
+        )
+
+        buffer = [self._terse(this_positive, allow_every=True) + " "]
+        is_dependency = isinstance(self.cause, DependencyCause) and isinstance(
+            other.cause, DependencyCause
+        )
+
+        if is_dependency:
+            buffer.append("depends on")
+        else:
+            buffer.append("requires")
+
+        buffer.append(" both {}".format(this_negatives))
+        if this_line is not None:
+            buffer.append(" ({})".format(this_line))
+
+        buffer.append(" and {}".format(other_negatives))
+
+        if other_line is not None:
+            buffer.append(" ({})".format(other_line))
+
+        return "".join(buffer)
+
+    def _try_requires_through(
+        self, other, details, this_line, other_line
+    ):  # type: (Incompatibility, dict, int, int) -> str
+        if len(self._terms) == 1 or len(other.terms) == 1:
+            return
+
+        this_negative = self._single_term_where(lambda term: not term.is_positive())
+        other_negative = other._single_term_where(lambda term: not term.is_positive())
+
+        if this_negative is None and other_negative is None:
+            return
+
+        this_positive = self._single_term_where(lambda term: term.is_positive())
+        other_positive = self._single_term_where(lambda term: term.is_positive())
+
+        if (
+            this_negative is not None
+            and other_positive is not None
+            and this_negative.dependency.name == other_positive.dependency.name
+            and this_negative.inverse.satisfies(other_positive)
+        ):
+            prior = self
+            prior_negative = this_negative
+            prior_line = this_line
+            latter = other
+            latter_line = other_line
+        elif (
+            other_negative is not None
+            and this_positive is not None
+            and other_negative.dependency.name == this_positive.dependency.name
+            and other_negative.inverse.satisfies(this_positive)
+        ):
+            prior = other
+            prior_negative = other_negative
+            prior_line = other_line
+            latter = self
+            latter_line = this_line
+        else:
+            return
+
+        prior_positives = [term for term in prior.terms if term.is_positive()]
+
+        buffer = []
+        if len(prior_positives) > 1:
+            prior_string = " or ".join([self._terse(term) for term in prior_positives])
+            buffer.append("if {} then ".format(prior_string))
+        else:
+            if isinstance(prior.cause, DependencyCause):
+                verb = "depends on"
+            else:
+                verb = "requires"
+
+            buffer.append(
+                "{} {} ".format(self._terse(prior_positives[0], allow_every=True), verb)
+            )
+
+        buffer.append(self._terse(prior_negative))
+        if prior_line is not None:
+            buffer.append(" ({})".format(prior_line))
+
+        buffer.append(" which ")
+
+        if isinstance(latter.cause, DependencyCause):
+            buffer.append("depends on ")
+        else:
+            buffer.append("requires ")
+
+        buffer.append(
+            " or ".join(
+                [self._terse(term) for term in latter.terms if not term.is_positive()]
+            )
+        )
+
+        if latter_line is not None:
+            buffer.append(" ({})".format(latter_line))
+
+        return "".join(buffer)
+
+    def _try_requires_forbidden(
+        self, other, details, this_line, other_line
+    ):  # type: (Incompatibility, dict, int, int) -> str
+        if len(self._terms) != 1 and len(other.terms) != 1:
+            return None
+
+        if len(self.terms) == 1:
+            prior = other
+            latter = self
+            prior_line = other_line
+            latter_line = this_line
+        else:
+            prior = self
+            latter = other
+            prior_line = this_line
+            latter_line = other_line
+
+        negative = prior._single_term_where(lambda term: not term.is_positive())
+        if negative is None:
+            return
+
+        if not negative.inverse.satisfies(latter.terms[0]):
+            return
+
+        positives = [t for t in prior.terms if t.is_positive()]
+
+        buffer = []
+        if len(positives) > 1:
+            prior_string = " or ".join([self._terse(term) for term in positives])
+            buffer.append("if {} then ".format(prior_string))
+        else:
+            buffer.append(self._terse(positives[0], allow_every=True))
+            if isinstance(prior.cause, DependencyCause):
+                buffer.append(" depends on ")
+            else:
+                buffer.append(" requires ")
+
+        buffer.append(self._terse(latter.terms[0]) + " ")
+        if prior_line is not None:
+            buffer.append("({}) ".format(prior_line))
+
+        if isinstance(latter.cause, PythonCause):
+            cause = latter.cause  # type: PythonCause
+            buffer.append("which requires Python {}".format(cause.python_version))
+        elif isinstance(latter.cause, NoVersionsCause):
+            buffer.append("which doesn't match any versions")
+        elif isinstance(latter.cause, PackageNotFoundCause):
+            buffer.append("which doesn't exist")
+        else:
+            buffer.append("which is forbidden")
+
+        if latter_line is not None:
+            buffer.append(" ({})".format(latter_line))
+
+        return "".join(buffer)
+
+    def _terse(self, term, allow_every=False):
+        if allow_every and term.constraint.is_any():
+            return "every version of {}".format(term.dependency.complete_name)
+
+        if term.dependency.is_root:
+            return term.dependency.pretty_name
+
+        return "{} ({})".format(
+            term.dependency.pretty_name, term.dependency.pretty_constraint
+        )
+
+    def _single_term_where(self, callable):  # type: (callable) -> Term
+        found = None
+        for term in self._terms:
+            if not callable(term):
+                continue
+
+            if found is not None:
+                return
+
+            found = term
+
+        return found
+
+    def __repr__(self):
+        return "<Incompatibility {}>".format(str(self))
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diff --git a/venv/lib/python3.8/site-packages/poetry/packages/locker.py b/venv/lib/python3.8/site-packages/poetry/packages/locker.py
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+import json
+import logging
+import os
+import re
+
+from copy import deepcopy
+from hashlib import sha256
+from typing import Dict
+from typing import Iterable
+from typing import Iterator
+from typing import List
+from typing import Optional
+from typing import Sequence
+from typing import Set
+from typing import Tuple
+from typing import Union
+
+from tomlkit import array
+from tomlkit import document
+from tomlkit import inline_table
+from tomlkit import item
+from tomlkit import table
+from tomlkit.exceptions import TOMLKitError
+
+import poetry.repositories
+
+from poetry.core.packages import dependency_from_pep_508
+from poetry.core.packages.dependency import Dependency
+from poetry.core.packages.package import Package
+from poetry.core.semver import parse_constraint
+from poetry.core.semver.version import Version
+from poetry.core.toml.file import TOMLFile
+from poetry.core.version.markers import parse_marker
+from poetry.core.version.requirements import InvalidRequirement
+from poetry.packages import DependencyPackage
+from poetry.utils._compat import OrderedDict
+from poetry.utils._compat import Path
+from poetry.utils.extras import get_extra_package_names
+
+
+logger = logging.getLogger(__name__)
+
+
+class Locker(object):
+
+    _VERSION = "1.1"
+
+    _relevant_keys = ["dependencies", "dev-dependencies", "source", "extras"]
+
+    def __init__(self, lock, local_config):  # type: (Path, dict) -> None
+        self._lock = TOMLFile(lock)
+        self._local_config = local_config
+        self._lock_data = None
+        self._content_hash = self._get_content_hash()
+
+    @property
+    def lock(self):  # type: () -> TOMLFile
+        return self._lock
+
+    @property
+    def lock_data(self):
+        if self._lock_data is None:
+            self._lock_data = self._get_lock_data()
+
+        return self._lock_data
+
+    def is_locked(self):  # type: () -> bool
+        """
+        Checks whether the locker has been locked (lockfile found).
+        """
+        if not self._lock.exists():
+            return False
+
+        return "package" in self.lock_data
+
+    def is_fresh(self):  # type: () -> bool
+        """
+        Checks whether the lock file is still up to date with the current hash.
+        """
+        lock = self._lock.read()
+        metadata = lock.get("metadata", {})
+
+        if "content-hash" in metadata:
+            return self._content_hash == lock["metadata"]["content-hash"]
+
+        return False
+
+    def locked_repository(
+        self, with_dev_reqs=False
+    ):  # type: (bool) -> poetry.repositories.Repository
+        """
+        Searches and returns a repository of locked packages.
+        """
+        from poetry.factory import Factory
+
+        if not self.is_locked():
+            return poetry.repositories.Repository()
+
+        lock_data = self.lock_data
+        packages = poetry.repositories.Repository()
+
+        if with_dev_reqs:
+            locked_packages = lock_data["package"]
+        else:
+            locked_packages = [
+                p for p in lock_data["package"] if p["category"] == "main"
+            ]
+
+        if not locked_packages:
+            return packages
+
+        for info in locked_packages:
+            source = info.get("source", {})
+            source_type = source.get("type")
+            url = source.get("url")
+            if source_type in ["directory", "file"]:
+                url = self._lock.path.parent.joinpath(url).resolve().as_posix()
+
+            package = Package(
+                info["name"],
+                info["version"],
+                info["version"],
+                source_type=source_type,
+                source_url=url,
+                source_reference=source.get("reference"),
+                source_resolved_reference=source.get("resolved_reference"),
+            )
+            package.description = info.get("description", "")
+            package.category = info["category"]
+            package.optional = info["optional"]
+            if "hashes" in lock_data["metadata"]:
+                # Old lock so we create dummy files from the hashes
+                package.files = [
+                    {"name": h, "hash": h}
+                    for h in lock_data["metadata"]["hashes"][info["name"]]
+                ]
+            else:
+                package.files = lock_data["metadata"]["files"][info["name"]]
+
+            package.python_versions = info["python-versions"]
+            extras = info.get("extras", {})
+            if extras:
+                for name, deps in extras.items():
+                    package.extras[name] = []
+
+                    for dep in deps:
+                        try:
+                            dependency = dependency_from_pep_508(dep)
+                        except InvalidRequirement:
+                            # handle lock files with invalid PEP 508
+                            m = re.match(r"^(.+?)(?:\[(.+?)])?(?:\s+\((.+)\))?$", dep)
+                            dep_name = m.group(1)
+                            extras = m.group(2) or ""
+                            constraint = m.group(3) or "*"
+                            dependency = Dependency(
+                                dep_name, constraint, extras=extras.split(",")
+                            )
+                        package.extras[name].append(dependency)
+
+            if "marker" in info:
+                package.marker = parse_marker(info["marker"])
+            else:
+                # Compatibility for old locks
+                if "requirements" in info:
+                    dep = Dependency("foo", "0.0.0")
+                    for name, value in info["requirements"].items():
+                        if name == "python":
+                            dep.python_versions = value
+                        elif name == "platform":
+                            dep.platform = value
+
+                    split_dep = dep.to_pep_508(False).split(";")
+                    if len(split_dep) > 1:
+                        package.marker = parse_marker(split_dep[1].strip())
+
+            for dep_name, constraint in info.get("dependencies", {}).items():
+
+                root_dir = self._lock.path.parent
+                if package.source_type == "directory":
+                    # root dir should be the source of the package relative to the lock path
+                    root_dir = Path(package.source_url)
+
+                if isinstance(constraint, list):
+                    for c in constraint:
+                        package.add_dependency(
+                            Factory.create_dependency(dep_name, c, root_dir=root_dir)
+                        )
+
+                    continue
+
+                package.add_dependency(
+                    Factory.create_dependency(dep_name, constraint, root_dir=root_dir)
+                )
+
+            if "develop" in info:
+                package.develop = info["develop"]
+
+            packages.add_package(package)
+
+        return packages
+
+    @staticmethod
+    def __get_locked_package(
+        _dependency, packages_by_name
+    ):  # type: (Dependency, Dict[str, List[Package]]) -> Optional[Package]
+        """
+        Internal helper to identify corresponding locked package using dependency
+        version constraints.
+        """
+        for _package in packages_by_name.get(_dependency.name, []):
+            if _dependency.constraint.allows(_package.version):
+                return _package
+        return None
+
+    @classmethod
+    def __walk_dependency_level(
+        cls,
+        dependencies,
+        level,
+        pinned_versions,
+        packages_by_name,
+        project_level_dependencies,
+        nested_dependencies,
+    ):  # type: (List[Dependency], int,  bool, Dict[str, List[Package]], Set[str], Dict[Tuple[str, str], Dependency]) -> Dict[Tuple[str, str], Dependency]
+        if not dependencies:
+            return nested_dependencies
+
+        next_level_dependencies = []
+
+        for requirement in dependencies:
+            key = (requirement.name, requirement.pretty_constraint)
+            locked_package = cls.__get_locked_package(requirement, packages_by_name)
+
+            if locked_package:
+                # create dependency from locked package to retain dependency metadata
+                # if this is not done, we can end-up with incorrect nested dependencies
+                marker = requirement.marker
+                requirement = locked_package.to_dependency()
+                requirement.marker = requirement.marker.intersect(marker)
+
+                key = (requirement.name, requirement.pretty_constraint)
+
+                if pinned_versions:
+                    requirement.set_constraint(
+                        locked_package.to_dependency().constraint
+                    )
+
+                for require in locked_package.requires:
+                    if require.marker.is_empty():
+                        require.marker = requirement.marker
+                    else:
+                        require.marker = require.marker.intersect(requirement.marker)
+
+                    require.marker = require.marker.intersect(locked_package.marker)
+
+                    if key not in nested_dependencies:
+                        next_level_dependencies.append(require)
+
+            if requirement.name in project_level_dependencies and level == 0:
+                # project level dependencies take precedence
+                continue
+
+            if not locked_package:
+                # we make a copy to avoid any side-effects
+                requirement = deepcopy(requirement)
+
+            if key not in nested_dependencies:
+                nested_dependencies[key] = requirement
+            else:
+                nested_dependencies[key].marker = nested_dependencies[
+                    key
+                ].marker.intersect(requirement.marker)
+
+        return cls.__walk_dependency_level(
+            dependencies=next_level_dependencies,
+            level=level + 1,
+            pinned_versions=pinned_versions,
+            packages_by_name=packages_by_name,
+            project_level_dependencies=project_level_dependencies,
+            nested_dependencies=nested_dependencies,
+        )
+
+    @classmethod
+    def get_project_dependencies(
+        cls, project_requires, locked_packages, pinned_versions=False, with_nested=False
+    ):  # type: (List[Dependency], List[Package], bool, bool) -> Iterable[Dependency]
+        # group packages entries by name, this is required because requirement might use different constraints
+        packages_by_name = {}
+        for pkg in locked_packages:
+            if pkg.name not in packages_by_name:
+                packages_by_name[pkg.name] = []
+            packages_by_name[pkg.name].append(pkg)
+
+        project_level_dependencies = set()
+        dependencies = []
+
+        for dependency in project_requires:
+            dependency = deepcopy(dependency)
+            locked_package = cls.__get_locked_package(dependency, packages_by_name)
+            if locked_package:
+                locked_dependency = locked_package.to_dependency()
+                locked_dependency.marker = dependency.marker.intersect(
+                    locked_package.marker
+                )
+
+                if not pinned_versions:
+                    locked_dependency.set_constraint(dependency.constraint)
+
+                dependency = locked_dependency
+
+            project_level_dependencies.add(dependency.name)
+            dependencies.append(dependency)
+
+        if not with_nested:
+            # return only with project level dependencies
+            return dependencies
+
+        nested_dependencies = cls.__walk_dependency_level(
+            dependencies=dependencies,
+            level=0,
+            pinned_versions=pinned_versions,
+            packages_by_name=packages_by_name,
+            project_level_dependencies=project_level_dependencies,
+            nested_dependencies=dict(),
+        )
+
+        # Merge same dependencies using marker union
+        for requirement in dependencies:
+            key = (requirement.name, requirement.pretty_constraint)
+            if key not in nested_dependencies:
+                nested_dependencies[key] = requirement
+            else:
+                nested_dependencies[key].marker = nested_dependencies[key].marker.union(
+                    requirement.marker
+                )
+
+        return sorted(nested_dependencies.values(), key=lambda x: x.name.lower())
+
+    def get_project_dependency_packages(
+        self, project_requires, dev=False, extras=None
+    ):  # type: (List[Dependency], bool, Optional[Union[bool, Sequence[str]]]) -> Iterator[DependencyPackage]
+        repository = self.locked_repository(with_dev_reqs=dev)
+
+        # Build a set of all packages required by our selected extras
+        extra_package_names = (
+            None if (isinstance(extras, bool) and extras is True) else ()
+        )
+
+        if extra_package_names is not None:
+            extra_package_names = set(
+                get_extra_package_names(
+                    repository.packages, self.lock_data.get("extras", {}), extras or (),
+                )
+            )
+
+        # If a package is optional and we haven't opted in to it, do not select
+        selected = []
+        for dependency in project_requires:
+            try:
+                package = repository.find_packages(dependency=dependency)[0]
+            except IndexError:
+                continue
+
+            if extra_package_names is not None and (
+                package.optional and package.name not in extra_package_names
+            ):
+                # a package is locked as optional, but is not activated via extras
+                continue
+
+            selected.append(dependency)
+
+        for dependency in self.get_project_dependencies(
+            project_requires=selected,
+            locked_packages=repository.packages,
+            with_nested=True,
+        ):
+            try:
+                package = repository.find_packages(dependency=dependency)[0]
+            except IndexError:
+                continue
+
+            for extra in dependency.extras:
+                package.requires_extras.append(extra)
+
+            yield DependencyPackage(dependency=dependency, package=package)
+
+    def set_lock_data(self, root, packages):  # type: (...) -> bool
+        files = table()
+        packages = self._lock_packages(packages)
+        # Retrieving hashes
+        for package in packages:
+            if package["name"] not in files:
+                files[package["name"]] = []
+
+            for f in package["files"]:
+                file_metadata = inline_table()
+                for k, v in sorted(f.items()):
+                    file_metadata[k] = v
+
+                files[package["name"]].append(file_metadata)
+
+            if files[package["name"]]:
+                files[package["name"]] = item(files[package["name"]]).multiline(True)
+
+            del package["files"]
+
+        lock = document()
+        lock["package"] = packages
+
+        if root.extras:
+            lock["extras"] = {
+                extra: [dep.pretty_name for dep in deps]
+                for extra, deps in sorted(root.extras.items())
+            }
+
+        lock["metadata"] = OrderedDict(
+            [
+                ("lock-version", self._VERSION),
+                ("python-versions", root.python_versions),
+                ("content-hash", self._content_hash),
+                ("files", files),
+            ]
+        )
+
+        if not self.is_locked() or lock != self.lock_data:
+            self._write_lock_data(lock)
+
+            return True
+
+        return False
+
+    def _write_lock_data(self, data):
+        self.lock.write(data)
+
+        # Checking lock file data consistency
+        if data != self.lock.read():
+            raise RuntimeError("Inconsistent lock file data.")
+
+        self._lock_data = None
+
+    def _get_content_hash(self):  # type: () -> str
+        """
+        Returns the sha256 hash of the sorted content of the pyproject file.
+        """
+        content = self._local_config
+
+        relevant_content = {}
+        for key in self._relevant_keys:
+            relevant_content[key] = content.get(key)
+
+        content_hash = sha256(
+            json.dumps(relevant_content, sort_keys=True).encode()
+        ).hexdigest()
+
+        return content_hash
+
+    def _get_lock_data(self):  # type: () -> dict
+        if not self._lock.exists():
+            raise RuntimeError("No lockfile found. Unable to read locked packages")
+
+        try:
+            lock_data = self._lock.read()
+        except TOMLKitError as e:
+            raise RuntimeError("Unable to read the lock file ({}).".format(e))
+
+        lock_version = Version.parse(lock_data["metadata"].get("lock-version", "1.0"))
+        current_version = Version.parse(self._VERSION)
+        # We expect the locker to be able to read lock files
+        # from the same semantic versioning range
+        accepted_versions = parse_constraint(
+            "^{}".format(Version(current_version.major, 0))
+        )
+        lock_version_allowed = accepted_versions.allows(lock_version)
+        if lock_version_allowed and current_version < lock_version:
+            logger.warning(
+                "The lock file might not be compatible with the current version of Poetry.\n"
+                "Upgrade Poetry to ensure the lock file is read properly or, alternatively, "
+                "regenerate the lock file with the `poetry lock` command."
+            )
+        elif not lock_version_allowed:
+            raise RuntimeError(
+                "The lock file is not compatible with the current version of Poetry.\n"
+                "Upgrade Poetry to be able to read the lock file or, alternatively, "
+                "regenerate the lock file with the `poetry lock` command."
+            )
+
+        return lock_data
+
+    def _lock_packages(
+        self, packages
+    ):  # type: (List['poetry.packages.Package']) -> list
+        locked = []
+
+        for package in sorted(packages, key=lambda x: x.name):
+            spec = self._dump_package(package)
+
+            locked.append(spec)
+
+        return locked
+
+    def _dump_package(self, package):  # type: (Package) -> dict
+        dependencies = OrderedDict()
+        for dependency in sorted(package.requires, key=lambda d: d.name):
+            if dependency.pretty_name not in dependencies:
+                dependencies[dependency.pretty_name] = []
+
+            constraint = inline_table()
+
+            if dependency.is_directory() or dependency.is_file():
+                constraint["path"] = dependency.path.as_posix()
+
+                if dependency.is_directory() and dependency.develop:
+                    constraint["develop"] = True
+            elif dependency.is_url():
+                constraint["url"] = dependency.url
+            elif dependency.is_vcs():
+                constraint[dependency.vcs] = dependency.source
+
+                if dependency.branch:
+                    constraint["branch"] = dependency.branch
+                elif dependency.tag:
+                    constraint["tag"] = dependency.tag
+                elif dependency.rev:
+                    constraint["rev"] = dependency.rev
+            else:
+                constraint["version"] = str(dependency.pretty_constraint)
+
+            if dependency.extras:
+                constraint["extras"] = sorted(dependency.extras)
+
+            if dependency.is_optional():
+                constraint["optional"] = True
+
+            if not dependency.marker.is_any():
+                constraint["markers"] = str(dependency.marker)
+
+            dependencies[dependency.pretty_name].append(constraint)
+
+        # All the constraints should have the same type,
+        # but we want to simplify them if it's possible
+        for dependency, constraints in tuple(dependencies.items()):
+            if all(
+                len(constraint) == 1 and "version" in constraint
+                for constraint in constraints
+            ):
+                dependencies[dependency] = [
+                    constraint["version"] for constraint in constraints
+                ]
+
+        data = OrderedDict(
+            [
+                ("name", package.pretty_name),
+                ("version", package.pretty_version),
+                ("description", package.description or ""),
+                ("category", package.category),
+                ("optional", package.optional),
+                ("python-versions", package.python_versions),
+                ("files", sorted(package.files, key=lambda x: x["file"])),
+            ]
+        )
+
+        if dependencies:
+            data["dependencies"] = table()
+            for k, constraints in dependencies.items():
+                if len(constraints) == 1:
+                    data["dependencies"][k] = constraints[0]
+                else:
+                    data["dependencies"][k] = array().multiline(True)
+                    for constraint in constraints:
+                        data["dependencies"][k].append(constraint)
+
+        if package.extras:
+            extras = {}
+            for name, deps in package.extras.items():
+                # TODO: This should use dep.to_pep_508() once this is fixed
+                # https://github.com/python-poetry/poetry-core/pull/102
+                extras[name] = [
+                    dep.base_pep_508_name if not dep.constraint.is_any() else dep.name
+                    for dep in deps
+                ]
+
+            data["extras"] = extras
+
+        if package.source_url:
+            url = package.source_url
+            if package.source_type in ["file", "directory"]:
+                # The lock file should only store paths relative to the root project
+                url = Path(
+                    os.path.relpath(
+                        Path(url).as_posix(), self._lock.path.parent.as_posix()
+                    )
+                ).as_posix()
+
+            data["source"] = OrderedDict()
+
+            if package.source_type:
+                data["source"]["type"] = package.source_type
+
+            data["source"]["url"] = url
+
+            if package.source_reference:
+                data["source"]["reference"] = package.source_reference
+
+            if package.source_resolved_reference:
+                data["source"]["resolved_reference"] = package.source_resolved_reference
+
+            if package.source_type in ["directory", "git"]:
+                data["develop"] = package.develop
+
+        return data
+
+
+class NullLocker(Locker):
+    def set_lock_data(self, root, packages):  # type: (Package, List[Package]) -> None
+        pass
diff --git a/venv/lib/python3.8/site-packages/poetry/packages/package_collection.py b/venv/lib/python3.8/site-packages/poetry/packages/package_collection.py
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+/home/runner/.cache/pip/pool/b0/11/77/18c5ee91a7e46e0e357e525ae9bee72f6135165f97d2b65cce86d1baab
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+/home/runner/.cache/pip/pool/af/8d/23/c6d9a4248c8ac61e6b9bfdb7c7db85e9c3d67705e1f0b618713ff3ced9
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+/home/runner/.cache/pip/pool/81/da/79/42c1621bad4bbe82773bca51aacdb7ebaf3262fe239950d1d3733982ce
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+/home/runner/.cache/pip/pool/9f/cd/33/62656264d8ce1104d154441204093652d981ffc020bccf97697249760e
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/poetry/repositories/pool.py b/venv/lib/python3.8/site-packages/poetry/repositories/pool.py
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/poetry/repositories/pypi_repository.py b/venv/lib/python3.8/site-packages/poetry/repositories/pypi_repository.py
new file mode 100755
index 0000000..6e76998
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/repositories/pypi_repository.py
@@ -0,0 +1,473 @@
+import logging
+import os
+
+from collections import defaultdict
+from typing import Dict
+from typing import List
+from typing import Union
+
+import requests
+
+from cachecontrol import CacheControl
+from cachecontrol.caches.file_cache import FileCache
+from cachecontrol.controller import logger as cache_control_logger
+from cachy import CacheManager
+from html5lib.html5parser import parse
+
+from poetry.core.packages import Dependency
+from poetry.core.packages import Package
+from poetry.core.packages import dependency_from_pep_508
+from poetry.core.packages.utils.link import Link
+from poetry.core.semver import VersionConstraint
+from poetry.core.semver import VersionRange
+from poetry.core.semver import parse_constraint
+from poetry.core.semver.exceptions import ParseVersionError
+from poetry.core.version.markers import parse_marker
+from poetry.locations import REPOSITORY_CACHE_DIR
+from poetry.utils._compat import Path
+from poetry.utils._compat import to_str
+from poetry.utils.helpers import download_file
+from poetry.utils.helpers import temporary_directory
+from poetry.utils.patterns import wheel_file_re
+
+from pip._internal.network.session import PipSession
+from pip._internal.network.download import Downloader as PipDownloader
+from pip._internal.models.link import Link as PipLink
+
+from ..inspection.info import PackageInfo
+from .exceptions import PackageNotFound
+from .remote_repository import RemoteRepository
+
+
+try:
+    import urllib.parse as urlparse
+except ImportError:
+    import urlparse
+
+
+cache_control_logger.setLevel(logging.ERROR)
+
+logger = logging.getLogger(__name__)
+
+
+class PyPiRepository(RemoteRepository):
+
+    CACHE_VERSION = parse_constraint("1.0.0")
+
+    def __init__(self, config=None, url="https://pypi.org/", disable_cache=False, fallback=True):
+        super(PyPiRepository, self).__init__(url.rstrip("/") + "/simple/")
+
+        self._config = config
+        self._base_url = url
+        self._disable_cache = disable_cache
+        self._fallback = fallback
+
+        release_cache_dir = REPOSITORY_CACHE_DIR / "pypi"
+        if self._config:
+            release_cache_dir = Path(self._config.get("cache-dir")) / "pypi"
+        self._cache = CacheManager(
+            {
+                "default": "releases",
+                "serializer": "json",
+                "stores": {
+                    "releases": {"driver": "file", "path": str(release_cache_dir)},
+                    "packages": {"driver": "dict"},
+                },
+            }
+        )
+
+        self._cache_control_cache = FileCache(str(release_cache_dir / "_http"))
+        self._name = "PyPI"
+
+        home_dir = os.getenv('HOME')
+        pypi = os.getenv('REPLIT_POETRY_PYPI_REPOSITORY') or 'https://pypi.org/pypi/'
+        self._pip_session = PipSession(
+            cache='%s/.cache/pip/http' % home_dir,
+            retries=None,
+            trusted_hosts=[],
+            index_urls=['%ssimple/' % pypi]
+        )
+
+    @property
+    def session(self):
+        return CacheControl(requests.session(), cache=self._cache_control_cache)
+
+    def find_packages(self, dependency):  # type: (Dependency) -> List[Package]
+        """
+        Find packages on the remote server.
+        """
+        constraint = dependency.constraint
+        if constraint is None:
+            constraint = "*"
+
+        if not isinstance(constraint, VersionConstraint):
+            constraint = parse_constraint(constraint)
+
+        allow_prereleases = dependency.allows_prereleases()
+        if isinstance(constraint, VersionRange):
+            if (
+                constraint.max is not None
+                and constraint.max.is_prerelease()
+                or constraint.min is not None
+                and constraint.min.is_prerelease()
+            ):
+                allow_prereleases = True
+
+        try:
+            info = self.get_package_info(dependency.name)
+        except PackageNotFound:
+            self._log(
+                "No packages found for {} {}".format(dependency.name, str(constraint)),
+                level="debug",
+            )
+            return []
+
+        packages = []
+        ignored_pre_release_packages = []
+
+        for version, release in info["releases"].items():
+            if not release:
+                # Bad release
+                self._log(
+                    "No release information found for {}-{}, skipping".format(
+                        dependency.name, version
+                    ),
+                    level="debug",
+                )
+                continue
+
+            try:
+                package = Package(info["info"]["name"], version)
+            except ParseVersionError:
+                self._log(
+                    'Unable to parse version "{}" for the {} package, skipping'.format(
+                        version, dependency.name
+                    ),
+                    level="debug",
+                )
+                continue
+
+            if package.is_prerelease() and not allow_prereleases:
+                if constraint.is_any():
+                    # we need this when all versions of the package are pre-releases
+                    ignored_pre_release_packages.append(package)
+                continue
+
+            if not constraint or (constraint and constraint.allows(package.version)):
+                packages.append(package)
+
+        self._log(
+            "{} packages found for {} {}".format(
+                len(packages), dependency.name, str(constraint)
+            ),
+            level="debug",
+        )
+
+        return packages or ignored_pre_release_packages
+
+    def package(
+        self,
+        name,  # type: str
+        version,  # type: str
+        extras=None,  # type: (Union[list, None])
+    ):  # type: (...) -> Package
+        return self.get_release_info(name, version).to_package(name=name, extras=extras)
+
+    def search(self, query):
+        results = []
+
+        search = {"q": query}
+
+        response = requests.session().get(self._base_url + "search", params=search)
+        content = parse(response.content, namespaceHTMLElements=False)
+        for result in content.findall(".//*[@class='package-snippet']"):
+            name = result.find("h3/*[@class='package-snippet__name']").text
+            version = result.find("h3/*[@class='package-snippet__version']").text
+
+            if not name or not version:
+                continue
+
+            description = result.find("p[@class='package-snippet__description']").text
+            if not description:
+                description = ""
+
+            try:
+                result = Package(name, version, description)
+                result.description = to_str(description.strip())
+                results.append(result)
+            except ParseVersionError:
+                self._log(
+                    'Unable to parse version "{}" for the {} package, skipping'.format(
+                        version, name
+                    ),
+                    level="debug",
+                )
+
+        return results
+
+    def get_package_info(self, name):  # type: (str) -> dict
+        """
+        Return the package information given its name.
+
+        The information is returned from the cache if it exists
+        or retrieved from the remote server.
+        """
+        if self._disable_cache:
+            return self._get_package_info(name)
+
+        return self._cache.store("packages").remember_forever(
+            name, lambda: self._get_package_info(name)
+        )
+
+    def _get_package_info(self, name):  # type: (str) -> dict
+        data = self._get("pypi/{}/json".format(name))
+        if data is None:
+            raise PackageNotFound("Package [{}] not found.".format(name))
+
+        return data
+
+    def get_release_info(self, name, version):  # type: (str, str) -> PackageInfo
+        """
+        Return the release information given a package name and a version.
+
+        The information is returned from the cache if it exists
+        or retrieved from the remote server.
+        """
+        if self._disable_cache:
+            return PackageInfo.load(self._get_release_info(name, version))
+
+        cached = self._cache.remember_forever(
+            "{}:{}".format(name, version), lambda: self._get_release_info(name, version)
+        )
+
+        cache_version = cached.get("_cache_version", "0.0.0")
+        if parse_constraint(cache_version) != self.CACHE_VERSION:
+            # The cache must be updated
+            self._log(
+                "The cache for {} {} is outdated. Refreshing.".format(name, version),
+                level="debug",
+            )
+            cached = self._get_release_info(name, version)
+
+            self._cache.forever("{}:{}".format(name, version), cached)
+
+        return PackageInfo.load(cached)
+
+    def find_links_for_package(self, package):
+        json_data = self._get("pypi/{}/{}/json".format(package.name, package.version))
+        if json_data is None:
+            return []
+
+        links = []
+        for url in json_data["urls"]:
+            h = "sha256={}".format(url["digests"]["sha256"])
+            links.append(Link(url["url"] + "#" + h))
+
+        return links
+
+    def _get_release_info(self, name, version):  # type: (str, str) -> dict
+        self._log("Getting info for {} ({}) from PyPI".format(name, version), "debug")
+
+        json_data = self._get("pypi/{}/{}/json".format(name, version))
+        if json_data is None:
+            raise PackageNotFound("Package [{}] not found.".format(name))
+
+        info = json_data["info"]
+
+        data = PackageInfo(
+            name=info["name"],
+            version=info["version"],
+            summary=info["summary"],
+            platform=info["platform"],
+            requires_dist=info["requires_dist"],
+            requires_python=info["requires_python"],
+            files=info.get("files", []),
+            cache_version=str(self.CACHE_VERSION),
+        )
+
+        try:
+            releases = json_data["releases"]
+            if releases is not None:
+                version_info = releases[version]
+            else:
+                version_info = []
+        except KeyError:
+            version_info = []
+
+        for file_info in version_info:
+            data.files.append(
+                {
+                    "file": file_info["filename"],
+                    "hash": "sha256:" + file_info["digests"]["sha256"],
+                }
+            )
+
+        if self._fallback and data.requires_dist is None:
+            self._log("No dependencies found, downloading archives", level="debug")
+            # No dependencies set (along with other information)
+            # This might be due to actually no dependencies
+            # or badly set metadata when uploading
+            # So, we need to make sure there is actually no
+            # dependencies by introspecting packages
+            urls = defaultdict(list)
+            for url in json_data["urls"]:
+                # Only get sdist and wheels if they exist
+                dist_type = url["packagetype"]
+                if dist_type not in ["sdist", "bdist_wheel"]:
+                    continue
+
+                urls[dist_type].append(url["url"])
+
+            if not urls:
+                return data.asdict()
+
+            info = self._get_info_from_urls(urls)
+
+            data.requires_dist = info.requires_dist
+
+            if not data.requires_python:
+                data.requires_python = info.requires_python
+
+        return data.asdict()
+
+    def _get(self, endpoint):  # type: (str) -> Union[dict, None]
+        try:
+            json_response = self.session.get(self._base_url + endpoint)
+        except requests.exceptions.TooManyRedirects:
+            # Cache control redirect loop.
+            # We try to remove the cache and try again
+            self._cache_control_cache.delete(self._base_url + endpoint)
+            json_response = self.session.get(self._base_url + endpoint)
+
+        if json_response.status_code == 404:
+            return None
+
+        json_data = json_response.json()
+
+        return json_data
+
+    def _get_info_from_urls(self, urls):  # type: (Dict[str, List[str]]) -> PackageInfo
+        # Checking wheels first as they are more likely to hold
+        # the necessary information
+        if "bdist_wheel" in urls:
+            # Check fo a universal wheel
+            wheels = urls["bdist_wheel"]
+
+            universal_wheel = None
+            universal_python2_wheel = None
+            universal_python3_wheel = None
+            platform_specific_wheels = []
+            for wheel in wheels:
+                link = Link(wheel)
+                m = wheel_file_re.match(link.filename)
+                if not m:
+                    continue
+
+                pyver = m.group("pyver")
+                abi = m.group("abi")
+                plat = m.group("plat")
+                if abi == "none" and plat == "any":
+                    # Universal wheel
+                    if pyver == "py2.py3":
+                        # Any Python
+                        universal_wheel = wheel
+                    elif pyver == "py2":
+                        universal_python2_wheel = wheel
+                    else:
+                        universal_python3_wheel = wheel
+                else:
+                    platform_specific_wheels.append(wheel)
+
+            if universal_wheel is not None:
+                return self._get_info_from_wheel(universal_wheel)
+
+            info = None
+            if universal_python2_wheel and universal_python3_wheel:
+                info = self._get_info_from_wheel(universal_python2_wheel)
+
+                py3_info = self._get_info_from_wheel(universal_python3_wheel)
+                if py3_info.requires_dist:
+                    if not info.requires_dist:
+                        info.requires_dist = py3_info.requires_dist
+
+                        return info
+
+                    py2_requires_dist = set(
+                        dependency_from_pep_508(r).to_pep_508()
+                        for r in info.requires_dist
+                    )
+                    py3_requires_dist = set(
+                        dependency_from_pep_508(r).to_pep_508()
+                        for r in py3_info.requires_dist
+                    )
+                    base_requires_dist = py2_requires_dist & py3_requires_dist
+                    py2_only_requires_dist = py2_requires_dist - py3_requires_dist
+                    py3_only_requires_dist = py3_requires_dist - py2_requires_dist
+
+                    # Normalizing requires_dist
+                    requires_dist = list(base_requires_dist)
+                    for requirement in py2_only_requires_dist:
+                        dep = dependency_from_pep_508(requirement)
+                        dep.marker = dep.marker.intersect(
+                            parse_marker("python_version == '2.7'")
+                        )
+                        requires_dist.append(dep.to_pep_508())
+
+                    for requirement in py3_only_requires_dist:
+                        dep = dependency_from_pep_508(requirement)
+                        dep.marker = dep.marker.intersect(
+                            parse_marker("python_version >= '3'")
+                        )
+                        requires_dist.append(dep.to_pep_508())
+
+                    info.requires_dist = sorted(list(set(requires_dist)))
+
+            if info:
+                return info
+
+            # Prefer non platform specific wheels
+            if universal_python3_wheel:
+                return self._get_info_from_wheel(universal_python3_wheel)
+
+            if universal_python2_wheel:
+                return self._get_info_from_wheel(universal_python2_wheel)
+
+            if platform_specific_wheels:
+                # Pick the first wheel available and hope for the best
+                return self._get_info_from_wheel(platform_specific_wheels[0])
+
+        return self._get_info_from_sdist(urls["sdist"][0])
+
+    def _get_info_from_wheel(self, url):  # type: (str) -> PackageInfo
+        self._log(
+            "Downloading wheel: {}".format(urlparse.urlparse(url).path.rsplit("/")[-1]),
+            level="debug",
+        )
+
+        with temporary_directory() as temp_dir:
+            filepath = self._pip_download(url, temp_dir)
+
+            return PackageInfo.from_wheel(Path(filepath))
+
+    def _get_info_from_sdist(self, url):  # type: (str) -> PackageInfo
+        self._log(
+            "Downloading sdist: {}".format(urlparse.urlparse(url).path.rsplit("/")[-1]),
+            level="debug",
+        )
+
+        with temporary_directory() as temp_dir:
+            filepath = self._pip_download(url, temp_dir)
+
+            return PackageInfo.from_sdist(Path(filepath))
+
+    def _pip_download(self, url, dest_dir):
+        downloader = PipDownloader(self._pip_session, "off")
+        link = PipLink(url)
+        filepath, _ = downloader(link, dest_dir)
+        return filepath
+
+    def _download(self, url, dest):  # type: (str, str) -> None
+        return download_file(url, dest, session=self.session)
+
+    def _log(self, msg, level="info"):
+        getattr(logger, level)("<debug>{}:</debug> {}".format(self._name, msg))
diff --git a/venv/lib/python3.8/site-packages/poetry/repositories/remote_repository.py b/venv/lib/python3.8/site-packages/poetry/repositories/remote_repository.py
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new file mode 100644
index 0000000..0b91aa2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/poetry/utils/env.py
@@ -0,0 +1,1664 @@
+import base64
+import hashlib
+import json
+import os
+import platform
+import re
+import shutil
+import sys
+import sysconfig
+import textwrap
+
+from contextlib import contextmanager
+from copy import deepcopy
+from typing import Any
+from typing import Dict
+from typing import List
+from typing import Optional
+from typing import Tuple
+from typing import Union
+
+import packaging.tags
+import tomlkit
+import virtualenv
+
+from clikit.api.io import IO
+from packaging.tags import Tag
+from packaging.tags import interpreter_name
+from packaging.tags import interpreter_version
+from packaging.tags import sys_tags
+
+from poetry.core.semver import parse_constraint
+from poetry.core.semver.version import Version
+from poetry.core.toml.file import TOMLFile
+from poetry.core.version.markers import BaseMarker
+from poetry.locations import CACHE_DIR
+from poetry.poetry import Poetry
+from poetry.utils._compat import CalledProcessError
+from poetry.utils._compat import Path
+from poetry.utils._compat import decode
+from poetry.utils._compat import encode
+from poetry.utils._compat import list_to_shell_command
+from poetry.utils._compat import subprocess
+from poetry.utils.helpers import is_dir_writable
+from poetry.utils.helpers import paths_csv
+
+
+GET_ENVIRONMENT_INFO = """\
+import json
+import os
+import platform
+import sys
+import sysconfig
+
+INTERPRETER_SHORT_NAMES = {
+    "python": "py",
+    "cpython": "cp",
+    "pypy": "pp",
+    "ironpython": "ip",
+    "jython": "jy",
+}
+
+
+def interpreter_version():
+    version = sysconfig.get_config_var("interpreter_version")
+    if version:
+        version = str(version)
+    else:
+        version = _version_nodot(sys.version_info[:2])
+
+    return version
+
+
+def _version_nodot(version):
+    # type: (PythonVersion) -> str
+    if any(v >= 10 for v in version):
+        sep = "_"
+    else:
+        sep = ""
+
+    return sep.join(map(str, version))
+
+
+if hasattr(sys, "implementation"):
+    info = sys.implementation.version
+    iver = "{0.major}.{0.minor}.{0.micro}".format(info)
+    kind = info.releaselevel
+    if kind != "final":
+        iver += kind[0] + str(info.serial)
+
+    implementation_name = sys.implementation.name
+else:
+    iver = "0"
+    implementation_name = platform.python_implementation().lower()
+
+env = {
+    "implementation_name": implementation_name,
+    "implementation_version": iver,
+    "os_name": os.name,
+    "platform_machine": platform.machine(),
+    "platform_release": platform.release(),
+    "platform_system": platform.system(),
+    "platform_version": platform.version(),
+    "python_full_version": platform.python_version(),
+    "platform_python_implementation": platform.python_implementation(),
+    "python_version": ".".join(platform.python_version_tuple()[:2]),
+    "sys_platform": sys.platform,
+    "version_info": tuple(sys.version_info),
+    # Extra information
+    "interpreter_name": INTERPRETER_SHORT_NAMES.get(implementation_name, implementation_name),
+    "interpreter_version": interpreter_version(),
+}
+
+print(json.dumps(env))
+"""
+
+
+GET_BASE_PREFIX = """\
+import sys
+
+if hasattr(sys, "real_prefix"):
+    print(sys.real_prefix)
+elif hasattr(sys, "base_prefix"):
+    print(sys.base_prefix)
+else:
+    print(sys.prefix)
+"""
+
+GET_PYTHON_VERSION = """\
+import sys
+
+print('.'.join([str(s) for s in sys.version_info[:3]]))
+"""
+
+GET_SYS_PATH = """\
+import json
+import sys
+
+print(json.dumps(sys.path))
+"""
+
+GET_PATHS = """\
+import json
+import sysconfig
+
+print(json.dumps(sysconfig.get_paths()))
+"""
+
+GET_PATHS_FOR_GENERIC_ENVS = """\
+# We can't use sysconfig.get_paths() because
+# on some distributions it does not return the proper paths
+# (those used by pip for instance). We go through distutils
+# to get the proper ones.
+import json
+import site
+import sysconfig
+
+from distutils.command.install import SCHEME_KEYS  # noqa
+from distutils.core import Distribution
+
+d = Distribution()
+d.parse_config_files()
+obj = d.get_command_obj("install", create=True)
+obj.finalize_options()
+
+paths = sysconfig.get_paths().copy()
+for key in SCHEME_KEYS:
+    if key == "headers":
+        # headers is not a path returned by sysconfig.get_paths()
+        continue
+
+    paths[key] = getattr(obj, f"install_{key}")
+
+if site.check_enableusersite() and hasattr(obj, "install_usersite"):
+    paths["usersite"] = getattr(obj, "install_usersite")
+    paths["userbase"] = getattr(obj, "install_userbase")
+
+print(json.dumps(paths))
+"""
+
+
+class SitePackages:
+    def __init__(
+        self, path, fallbacks=None, skip_write_checks=False
+    ):  # type: (Path, List[Path], bool) -> None
+        self._path = path
+        self._fallbacks = fallbacks or []
+        self._skip_write_checks = skip_write_checks
+        self._candidates = [self._path] + self._fallbacks
+        self._writable_candidates = None if not skip_write_checks else self._candidates
+
+    @property
+    def path(self):  # type: () -> Path
+        return self._path
+
+    @property
+    def candidates(self):  # type: () -> List[Path]
+        return self._candidates
+
+    @property
+    def writable_candidates(self):  # type: () -> List[Path]
+        if self._writable_candidates is not None:
+            return self._writable_candidates
+
+        self._writable_candidates = []
+        for candidate in self._candidates:
+            if not is_dir_writable(path=candidate, create=True):
+                continue
+            self._writable_candidates.append(candidate)
+
+        return self._writable_candidates
+
+    def make_candidates(
+        self, path, writable_only=False
+    ):  # type: (Path, bool) -> List[Path]
+        candidates = self._candidates if not writable_only else self.writable_candidates
+        if path.is_absolute():
+            for candidate in candidates:
+                try:
+                    path.relative_to(candidate)
+                    return [path]
+                except ValueError:
+                    pass
+            else:
+                raise ValueError(
+                    "{} is not relative to any discovered {}sites".format(
+                        path, "writable " if writable_only else ""
+                    )
+                )
+
+        return [candidate / path for candidate in candidates if candidate]
+
+    def _path_method_wrapper(
+        self, path, method, *args, **kwargs
+    ):  # type: (Path, str, *Any, **Any) -> Union[Tuple[Path, Any], List[Tuple[Path, Any]]]
+
+        # TODO: Move to parameters after dropping Python 2.7
+        return_first = kwargs.pop("return_first", True)
+        writable_only = kwargs.pop("writable_only", False)
+
+        candidates = self.make_candidates(path, writable_only=writable_only)
+
+        if not candidates:
+            raise RuntimeError(
+                'Unable to find a suitable destination for "{}" in {}'.format(
+                    str(path), paths_csv(self._candidates)
+                )
+            )
+
+        results = []
+
+        for candidate in candidates:
+            try:
+                result = candidate, getattr(candidate, method)(*args, **kwargs)
+                if return_first:
+                    return result
+                else:
+                    results.append(result)
+            except (IOError, OSError):
+                # TODO: Replace with PermissionError
+                pass
+
+        if results:
+            return results
+
+        raise OSError("Unable to access any of {}".format(paths_csv(candidates)))
+
+    def write_text(self, path, *args, **kwargs):  # type: (Path, *Any, **Any) -> Path
+        return self._path_method_wrapper(path, "write_text", *args, **kwargs)[0]
+
+    def mkdir(self, path, *args, **kwargs):  # type: (Path, *Any, **Any) -> Path
+        return self._path_method_wrapper(path, "mkdir", *args, **kwargs)[0]
+
+    def exists(self, path):  # type: (Path) -> bool
+        return any(
+            value[-1]
+            for value in self._path_method_wrapper(path, "exists", return_first=False)
+        )
+
+    def find(self, path, writable_only=False):  # type: (Path, bool) -> List[Path]
+        return [
+            value[0]
+            for value in self._path_method_wrapper(
+                path, "exists", return_first=False, writable_only=writable_only
+            )
+            if value[-1] is True
+        ]
+
+    def __getattr__(self, item):
+        try:
+            return super(SitePackages, self).__getattribute__(item)
+        except AttributeError:
+            return getattr(self.path, item)
+
+
+class EnvError(Exception):
+
+    pass
+
+
+class EnvCommandError(EnvError):
+    def __init__(self, e, input=None):  # type: (CalledProcessError) -> None
+        self.e = e
+
+        message = "Command {} errored with the following return code {}, and output: \n{}".format(
+            e.cmd, e.returncode, decode(e.output)
+        )
+        if input:
+            message += "input was : {}".format(input)
+        super(EnvCommandError, self).__init__(message)
+
+
+class NoCompatiblePythonVersionFound(EnvError):
+    def __init__(self, expected, given=None):
+        if given:
+            message = (
+                "The specified Python version ({}) "
+                "is not supported by the project ({}).\n"
+                "Please choose a compatible version "
+                "or loosen the python constraint specified "
+                "in the pyproject.toml file.".format(given, expected)
+            )
+        else:
+            message = (
+                "Poetry was unable to find a compatible version. "
+                "If you have one, you can explicitly use it "
+                'via the "env use" command.'
+            )
+
+        super(NoCompatiblePythonVersionFound, self).__init__(message)
+
+
+class EnvManager(object):
+    """
+    Environments manager
+    """
+
+    _env = None
+
+    ENVS_FILE = "envs.toml"
+
+    def __init__(self, poetry):  # type: (Poetry) -> None
+        self._poetry = poetry
+
+    def activate(self, python, io):  # type: (str, IO) -> Env
+        venv_path = self._poetry.config.get("virtualenvs.path")
+        if venv_path is None:
+            venv_path = Path(CACHE_DIR) / "virtualenvs"
+        else:
+            venv_path = Path(venv_path)
+
+        cwd = self._poetry.file.parent
+
+        envs_file = TOMLFile(venv_path / self.ENVS_FILE)
+
+        try:
+            python_version = Version.parse(python)
+            python = "python{}".format(python_version.major)
+            if python_version.precision > 1:
+                python += ".{}".format(python_version.minor)
+        except ValueError:
+            # Executable in PATH or full executable path
+            pass
+
+        try:
+            python_version = decode(
+                subprocess.check_output(
+                    list_to_shell_command(
+                        [
+                            python,
+                            "-c",
+                            "\"import sys; print('.'.join([str(s) for s in sys.version_info[:3]]))\"",
+                        ]
+                    ),
+                    shell=True,
+                )
+            )
+        except CalledProcessError as e:
+            raise EnvCommandError(e)
+
+        python_version = Version.parse(python_version.strip())
+        minor = "{}.{}".format(python_version.major, python_version.minor)
+        patch = python_version.text
+
+        create = False
+        is_root_venv = self._poetry.config.get("virtualenvs.in-project")
+        # If we are required to create the virtual environment in the root folder,
+        # create or recreate it if needed
+        if is_root_venv:
+            create = False
+            venv = self._poetry.file.parent / ".venv"
+            if venv.exists():
+                # We need to check if the patch version is correct
+                _venv = VirtualEnv(venv)
+                current_patch = ".".join(str(v) for v in _venv.version_info[:3])
+
+                if patch != current_patch:
+                    create = True
+
+            self.create_venv(io, executable=python, force=create)
+
+            return self.get(reload=True)
+
+        envs = tomlkit.document()
+        base_env_name = self.generate_env_name(self._poetry.package.name, str(cwd))
+        if envs_file.exists():
+            envs = envs_file.read()
+            current_env = envs.get(base_env_name)
+            if current_env is not None:
+                current_minor = current_env["minor"]
+                current_patch = current_env["patch"]
+
+                if current_minor == minor and current_patch != patch:
+                    # We need to recreate
+                    create = True
+
+        name = "{}-py{}".format(base_env_name, minor)
+        venv = venv_path / name
+
+        # Create if needed
+        if not venv.exists() or venv.exists() and create:
+            in_venv = os.environ.get("VIRTUAL_ENV") is not None
+            if in_venv or not venv.exists():
+                create = True
+
+            if venv.exists():
+                # We need to check if the patch version is correct
+                _venv = VirtualEnv(venv)
+                current_patch = ".".join(str(v) for v in _venv.version_info[:3])
+
+                if patch != current_patch:
+                    create = True
+
+            self.create_venv(io, executable=python, force=create)
+
+        # Activate
+        envs[base_env_name] = {"minor": minor, "patch": patch}
+        envs_file.write(envs)
+
+        return self.get(reload=True)
+
+    def deactivate(self, io):  # type: (IO) -> None
+        venv_path = self._poetry.config.get("virtualenvs.path")
+        if venv_path is None:
+            venv_path = Path(CACHE_DIR) / "virtualenvs"
+        else:
+            venv_path = Path(venv_path)
+
+        name = self._poetry.package.name
+        name = self.generate_env_name(name, str(self._poetry.file.parent))
+
+        envs_file = TOMLFile(venv_path / self.ENVS_FILE)
+        if envs_file.exists():
+            envs = envs_file.read()
+            env = envs.get(name)
+            if env is not None:
+                io.write_line(
+                    "Deactivating virtualenv: <comment>{}</comment>".format(
+                        venv_path / (name + "-py{}".format(env["minor"]))
+                    )
+                )
+                del envs[name]
+
+                envs_file.write(envs)
+
+    def get(self, reload=False):  # type: (bool) -> Env
+        if self._env is not None and not reload:
+            return self._env
+
+        python_minor = ".".join([str(v) for v in sys.version_info[:2]])
+
+        venv_path = self._poetry.config.get("virtualenvs.path")
+        if venv_path is None:
+            venv_path = Path(CACHE_DIR) / "virtualenvs"
+        else:
+            venv_path = Path(venv_path)
+
+        cwd = self._poetry.file.parent
+        envs_file = TOMLFile(venv_path / self.ENVS_FILE)
+        env = None
+        base_env_name = self.generate_env_name(self._poetry.package.name, str(cwd))
+        if envs_file.exists():
+            envs = envs_file.read()
+            env = envs.get(base_env_name)
+            if env:
+                python_minor = env["minor"]
+
+        # Check if we are inside a virtualenv or not
+        # Conda sets CONDA_PREFIX in its envs, see
+        # https://github.com/conda/conda/issues/2764
+        env_prefix = os.environ.get("VIRTUAL_ENV", os.environ.get("CONDA_PREFIX"))
+        conda_env_name = os.environ.get("CONDA_DEFAULT_ENV")
+        # It's probably not a good idea to pollute Conda's global "base" env, since
+        # most users have it activated all the time.
+        in_venv = env_prefix is not None and conda_env_name != "base"
+
+        if not in_venv or env is not None:
+            # Checking if a local virtualenv exists
+            if self._poetry.config.get("virtualenvs.in-project") is not False:
+                if (cwd / ".venv").exists() and (cwd / ".venv").is_dir():
+                    venv = cwd / ".venv"
+
+                    return VirtualEnv(venv)
+
+            create_venv = self._poetry.config.get("virtualenvs.create", True)
+
+            if not create_venv:
+                return self.get_system_env()
+
+            venv_path = self._poetry.config.get("virtualenvs.path")
+            if venv_path is None:
+                venv_path = Path(CACHE_DIR) / "virtualenvs"
+            else:
+                venv_path = Path(venv_path)
+
+            name = "{}-py{}".format(base_env_name, python_minor.strip())
+
+            venv = venv_path / name
+
+            if not venv.exists():
+                return self.get_system_env()
+
+            return VirtualEnv(venv)
+
+        if env_prefix is not None:
+            prefix = Path(env_prefix)
+            base_prefix = None
+        else:
+            prefix = Path(sys.prefix)
+            base_prefix = self.get_base_prefix()
+
+        return VirtualEnv(prefix, base_prefix)
+
+    def list(self, name=None):  # type: (Optional[str]) -> List[VirtualEnv]
+        if name is None:
+            name = self._poetry.package.name
+
+        venv_name = self.generate_env_name(name, str(self._poetry.file.parent))
+
+        venv_path = self._poetry.config.get("virtualenvs.path")
+        if venv_path is None:
+            venv_path = Path(CACHE_DIR) / "virtualenvs"
+        else:
+            venv_path = Path(venv_path)
+
+        env_list = [
+            VirtualEnv(Path(p))
+            for p in sorted(venv_path.glob("{}-py*".format(venv_name)))
+        ]
+
+        venv = self._poetry.file.parent / ".venv"
+        if (
+            self._poetry.config.get("virtualenvs.in-project")
+            and venv.exists()
+            and venv.is_dir()
+        ):
+            env_list.insert(0, VirtualEnv(venv))
+        return env_list
+
+    def remove(self, python):  # type: (str) -> Env
+        venv_path = self._poetry.config.get("virtualenvs.path")
+        if venv_path is None:
+            venv_path = Path(CACHE_DIR) / "virtualenvs"
+        else:
+            venv_path = Path(venv_path)
+
+        cwd = self._poetry.file.parent
+        envs_file = TOMLFile(venv_path / self.ENVS_FILE)
+        base_env_name = self.generate_env_name(self._poetry.package.name, str(cwd))
+
+        if python.startswith(base_env_name):
+            venvs = self.list()
+            for venv in venvs:
+                if venv.path.name == python:
+                    # Exact virtualenv name
+                    if not envs_file.exists():
+                        self.remove_venv(venv.path)
+
+                        return venv
+
+                    venv_minor = ".".join(str(v) for v in venv.version_info[:2])
+                    base_env_name = self.generate_env_name(cwd.name, str(cwd))
+                    envs = envs_file.read()
+
+                    current_env = envs.get(base_env_name)
+                    if not current_env:
+                        self.remove_venv(venv.path)
+
+                        return venv
+
+                    if current_env["minor"] == venv_minor:
+                        del envs[base_env_name]
+                        envs_file.write(envs)
+
+                    self.remove_venv(venv.path)
+
+                    return venv
+
+            raise ValueError(
+                '<warning>Environment "{}" does not exist.</warning>'.format(python)
+            )
+
+        try:
+            python_version = Version.parse(python)
+            python = "python{}".format(python_version.major)
+            if python_version.precision > 1:
+                python += ".{}".format(python_version.minor)
+        except ValueError:
+            # Executable in PATH or full executable path
+            pass
+
+        try:
+            python_version = decode(
+                subprocess.check_output(
+                    list_to_shell_command(
+                        [
+                            python,
+                            "-c",
+                            "\"import sys; print('.'.join([str(s) for s in sys.version_info[:3]]))\"",
+                        ]
+                    ),
+                    shell=True,
+                )
+            )
+        except CalledProcessError as e:
+            raise EnvCommandError(e)
+
+        python_version = Version.parse(python_version.strip())
+        minor = "{}.{}".format(python_version.major, python_version.minor)
+
+        name = "{}-py{}".format(base_env_name, minor)
+        venv = venv_path / name
+
+        if not venv.exists():
+            raise ValueError(
+                '<warning>Environment "{}" does not exist.</warning>'.format(name)
+            )
+
+        if envs_file.exists():
+            envs = envs_file.read()
+            current_env = envs.get(base_env_name)
+            if current_env is not None:
+                current_minor = current_env["minor"]
+
+                if current_minor == minor:
+                    del envs[base_env_name]
+                    envs_file.write(envs)
+
+        self.remove_venv(venv)
+
+        return VirtualEnv(venv, venv)
+
+    def create_venv(
+        self, io, name=None, executable=None, force=False
+    ):  # type: (IO, Optional[str], Optional[str], bool) -> Env
+        if self._env is not None and not force:
+            return self._env
+
+        cwd = self._poetry.file.parent
+        env = self.get(reload=True)
+
+        if not env.is_sane():
+            force = True
+
+        if env.is_venv() and not force:
+            # Already inside a virtualenv.
+            return env
+
+        create_venv = self._poetry.config.get("virtualenvs.create")
+        root_venv = self._poetry.config.get("virtualenvs.in-project")
+
+        venv_path = self._poetry.config.get("virtualenvs.path")
+        if root_venv:
+            venv_path = cwd / ".venv"
+        elif venv_path is None:
+            venv_path = Path(CACHE_DIR) / "virtualenvs"
+        else:
+            venv_path = Path(venv_path)
+
+        if not name:
+            name = self._poetry.package.name
+
+        python_patch = ".".join([str(v) for v in sys.version_info[:3]])
+        python_minor = ".".join([str(v) for v in sys.version_info[:2]])
+        if executable:
+            python_patch = decode(
+                subprocess.check_output(
+                    list_to_shell_command(
+                        [
+                            executable,
+                            "-c",
+                            "\"import sys; print('.'.join([str(s) for s in sys.version_info[:3]]))\"",
+                        ]
+                    ),
+                    shell=True,
+                ).strip()
+            )
+            python_minor = ".".join(python_patch.split(".")[:2])
+
+        supported_python = self._poetry.package.python_constraint
+        if not supported_python.allows(Version.parse(python_patch)):
+            # The currently activated or chosen Python version
+            # is not compatible with the Python constraint specified
+            # for the project.
+            # If an executable has been specified, we stop there
+            # and notify the user of the incompatibility.
+            # Otherwise, we try to find a compatible Python version.
+            if executable:
+                raise NoCompatiblePythonVersionFound(
+                    self._poetry.package.python_versions, python_patch
+                )
+
+            io.write_line(
+                "<warning>The currently activated Python version {} "
+                "is not supported by the project ({}).\n"
+                "Trying to find and use a compatible version.</warning> ".format(
+                    python_patch, self._poetry.package.python_versions
+                )
+            )
+
+            for python_to_try in reversed(
+                sorted(
+                    self._poetry.package.AVAILABLE_PYTHONS,
+                    key=lambda v: (v.startswith("3"), -len(v), v),
+                )
+            ):
+                if len(python_to_try) == 1:
+                    if not parse_constraint("^{}.0".format(python_to_try)).allows_any(
+                        supported_python
+                    ):
+                        continue
+                elif not supported_python.allows_all(
+                    parse_constraint(python_to_try + ".*")
+                ):
+                    continue
+
+                python = "python" + python_to_try
+
+                if io.is_debug():
+                    io.write_line("<debug>Trying {}</debug>".format(python))
+
+                try:
+                    python_patch = decode(
+                        subprocess.check_output(
+                            list_to_shell_command(
+                                [
+                                    python,
+                                    "-c",
+                                    "\"import sys; print('.'.join([str(s) for s in sys.version_info[:3]]))\"",
+                                ]
+                            ),
+                            stderr=subprocess.STDOUT,
+                            shell=True,
+                        ).strip()
+                    )
+                except CalledProcessError:
+                    continue
+
+                if not python_patch:
+                    continue
+
+                if supported_python.allows(Version.parse(python_patch)):
+                    io.write_line("Using <c1>{}</c1> ({})".format(python, python_patch))
+                    executable = python
+                    python_minor = ".".join(python_patch.split(".")[:2])
+                    break
+
+            if not executable:
+                raise NoCompatiblePythonVersionFound(
+                    self._poetry.package.python_versions
+                )
+
+        if root_venv:
+            venv = venv_path
+        else:
+            name = self.generate_env_name(name, str(cwd))
+            name = "{}-py{}".format(name, python_minor.strip())
+            venv = venv_path / name
+
+        if not venv.exists():
+            if create_venv is False:
+                io.write_line(
+                    "<fg=black;bg=yellow>"
+                    "Skipping virtualenv creation, "
+                    "as specified in config file."
+                    "</>"
+                )
+
+                return self.get_system_env()
+
+            io.write_line(
+                "Creating virtualenv <c1>{}</> in {}".format(name, str(venv_path))
+            )
+
+            self.build_venv(venv, executable=executable)
+        else:
+            if force:
+                if not env.is_sane():
+                    io.write_line(
+                        "<warning>The virtual environment found in {} seems to be broken.</warning>".format(
+                            env.path
+                        )
+                    )
+                io.write_line(
+                    "Recreating virtualenv <c1>{}</> in {}".format(name, str(venv))
+                )
+                self.remove_venv(venv)
+                self.build_venv(venv, executable=executable)
+            elif io.is_very_verbose():
+                io.write_line("Virtualenv <c1>{}</> already exists.".format(name))
+
+        # venv detection:
+        # stdlib venv may symlink sys.executable, so we can't use realpath.
+        # but others can symlink *to* the venv Python,
+        # so we can't just use sys.executable.
+        # So we just check every item in the symlink tree (generally <= 3)
+        p = os.path.normcase(sys.executable)
+        paths = [p]
+        while os.path.islink(p):
+            p = os.path.normcase(os.path.join(os.path.dirname(p), os.readlink(p)))
+            paths.append(p)
+
+        p_venv = os.path.normcase(str(venv))
+        if any(p.startswith(p_venv) for p in paths):
+            # Running properly in the virtualenv, don't need to do anything
+            return SystemEnv(Path(sys.prefix), Path(self.get_base_prefix()))
+
+        return VirtualEnv(venv)
+
+    @classmethod
+    def build_venv(
+        cls, path, executable=None
+    ):  # type: (Union[Path,str], Optional[Union[str, Path]]) -> virtualenv.run.session.Session
+        if isinstance(executable, Path):
+            executable = executable.resolve().as_posix()
+        return virtualenv.cli_run(
+            [
+                "--no-download",
+                "--no-periodic-update",
+                "--python",
+                executable or sys.executable,
+                str(path),
+            ]
+        )
+
+    @classmethod
+    def remove_venv(cls, path):  # type: (Union[Path,str]) -> None
+        if isinstance(path, str):
+            path = Path(path)
+        assert path.is_dir()
+        try:
+            shutil.rmtree(str(path))
+            return
+        except OSError as e:
+            # Continue only if e.errno == 16
+            if e.errno != 16:  # ERRNO 16: Device or resource busy
+                raise e
+
+        # Delete all files and folders but the toplevel one. This is because sometimes
+        # the venv folder is mounted by the OS, such as in a docker volume. In such
+        # cases, an attempt to delete the folder itself will result in an `OSError`.
+        # See https://github.com/python-poetry/poetry/pull/2064
+        for file_path in path.iterdir():
+            if file_path.is_file() or file_path.is_symlink():
+                file_path.unlink()
+            elif file_path.is_dir():
+                shutil.rmtree(str(file_path))
+
+    @classmethod
+    def get_system_env(
+        cls, naive=False
+    ):  # type: (bool) -> Union["SystemEnv", "GenericEnv"]
+        """
+        Retrieve the current Python environment.
+        This can be the base Python environment or an activated virtual environment.
+        This method also works around the issue that the virtual environment
+        used by Poetry internally (when installed via the custom installer)
+        is incorrectly detected as the system environment. Note that this workaround
+        happens only when `naive` is False since there are times where we actually
+        want to retrieve Poetry's custom virtual environment
+        (e.g. plugin installation or self update).
+        """
+        prefix, base_prefix = Path(sys.prefix), Path(cls.get_base_prefix())
+        env = SystemEnv(prefix)
+        if not naive:
+            if prefix.joinpath("poetry_env").exists():
+                env = GenericEnv(base_prefix, child_env=env)
+            else:
+                from poetry.locations import data_dir
+
+                try:
+                    prefix.relative_to(data_dir())
+                except ValueError:
+                    pass
+                else:
+                    env = GenericEnv(base_prefix, child_env=env)
+
+        return env
+
+    @classmethod
+    def get_base_prefix(cls):  # type: () -> str
+        if hasattr(sys, "real_prefix"):
+            return sys.real_prefix
+
+        if hasattr(sys, "base_prefix"):
+            return sys.base_prefix
+
+        return sys.prefix
+
+    @classmethod
+    def generate_env_name(cls, name, cwd):  # type: (str, str) -> str
+        name = name.lower()
+        sanitized_name = re.sub(r'[ $`!*@"\\\r\n\t]', "_", name)[:42]
+        h = hashlib.sha256(encode(cwd)).digest()
+        h = base64.urlsafe_b64encode(h).decode()[:8]
+
+        return "{}-{}".format(sanitized_name, h)
+
+
+class Env(object):
+    """
+    An abstract Python environment.
+    """
+
+    def __init__(self, path, base=None):  # type: (Path, Optional[Path]) -> None
+        self._is_windows = sys.platform == "win32"
+        self._is_mingw = sysconfig.get_platform().startswith("mingw")
+        self._is_conda = bool(os.environ.get("CONDA_DEFAULT_ENV"))
+
+        if not self._is_windows or self._is_mingw:
+            bin_dir = "bin"
+        else:
+            bin_dir = "Scripts"
+
+        self._path = path
+        self._bin_dir = self._path / bin_dir
+
+        self._base = base or path
+
+        self._executable = "python"
+        self._pip_executable = "pip"
+
+        self.find_executables()
+
+        self._marker_env = None
+        self._pip_version = None
+        self._site_packages = None
+        self._paths = None
+        self._supported_tags = None
+        self._purelib = None
+        self._platlib = None
+        self._script_dirs = None
+
+    @property
+    def path(self):  # type: () -> Path
+        return self._path
+
+    @property
+    def base(self):  # type: () -> Path
+        return self._base
+
+    @property
+    def version_info(self):  # type: () -> Tuple[int]
+        return tuple(self.marker_env["version_info"])
+
+    @property
+    def python_implementation(self):  # type: () -> str
+        return self.marker_env["platform_python_implementation"]
+
+    @property
+    def python(self):  # type: () -> str
+        """
+        Path to current python executable
+        """
+        return self._bin(self._executable)
+
+    @property
+    def marker_env(self):
+        if self._marker_env is None:
+            self._marker_env = self.get_marker_env()
+
+        return self._marker_env
+
+    @property
+    def parent_env(self):  # type: () -> GenericEnv
+        return GenericEnv(self.base, child_env=self)
+
+    @property
+    def pip(self):  # type: () -> str
+        """
+        Path to current pip executable
+        """
+        return self._bin(self._pip_executable)
+
+    @property
+    def platform(self):  # type: () -> str
+        return sys.platform
+
+    @property
+    def os(self):  # type: () -> str
+        return os.name
+
+    @property
+    def pip_version(self):
+        if self._pip_version is None:
+            self._pip_version = self.get_pip_version()
+
+        return self._pip_version
+
+    @property
+    def site_packages(self):  # type: () -> SitePackages
+        if self._site_packages is None:
+            # we disable write checks if no user site exist
+            fallbacks = [self.usersite] if self.usersite else []
+            self._site_packages = SitePackages(
+                self.purelib, fallbacks, skip_write_checks=False if fallbacks else True
+            )
+        return self._site_packages
+
+    @property
+    def usersite(self):  # type: () -> Optional[Path]
+        if "usersite" in self.paths:
+            return Path(self.paths["usersite"])
+
+    @property
+    def userbase(self):  # type: () -> Optional[Path]
+        if "userbase" in self.paths:
+            return Path(self.paths["userbase"])
+
+    @property
+    def purelib(self):  # type: () -> Path
+        if self._purelib is None:
+            self._purelib = Path(self.paths["purelib"])
+
+        return self._purelib
+
+    @property
+    def platlib(self):  # type: () -> Path
+        if self._platlib is None:
+            if "platlib" in self.paths:
+                self._platlib = Path(self.paths["platlib"])
+            else:
+                self._platlib = self.purelib
+
+        return self._platlib
+
+    def is_path_relative_to_lib(self, path):  # type: (Path) -> bool
+        for lib_path in [self.purelib, self.platlib]:
+            try:
+                path.relative_to(lib_path)
+                return True
+            except ValueError:
+                pass
+
+        return False
+
+    @property
+    def sys_path(self):  # type: () -> List[str]
+        raise NotImplementedError()
+
+    @property
+    def paths(self):  # type: () -> Dict[str, str]
+        if self._paths is None:
+            self._paths = self.get_paths()
+
+        return self._paths
+
+    @property
+    def supported_tags(self):  # type: () -> List[Tag]
+        if self._supported_tags is None:
+            self._supported_tags = self.get_supported_tags()
+
+        return self._supported_tags
+
+    @classmethod
+    def get_base_prefix(cls):  # type: () -> str
+        if hasattr(sys, "real_prefix"):
+            return sys.real_prefix
+
+        if hasattr(sys, "base_prefix"):
+            return sys.base_prefix
+
+        return sys.prefix
+
+    def _find_python_executable(self):  # type: () -> None
+        bin_dir = self._bin_dir
+
+        if self._is_windows and self._is_conda:
+            bin_dir = self._path
+
+        python_executables = sorted(
+            p.name
+            for p in bin_dir.glob("python*")
+            if re.match(r"python(?:\d+(?:\.\d+)?)?(?:\.exe)?$", p.name)
+        )
+        if python_executables:
+            executable = python_executables[0]
+            if executable.endswith(".exe"):
+                executable = executable[:-4]
+
+            self._executable = executable
+
+    def _find_pip_executable(self):  # type: () -> None
+        pip_executables = sorted(
+            p.name
+            for p in self._bin_dir.glob("pip*")
+            if re.match(r"pip(?:\d+(?:\.\d+)?)?(?:\.exe)?$", p.name)
+        )
+        if pip_executables:
+            pip_executable = pip_executables[0]
+            if pip_executable.endswith(".exe"):
+                pip_executable = pip_executable[:-4]
+
+            self._pip_executable = pip_executable
+
+    def find_executables(self):  # type: () -> None
+        self._find_python_executable()
+        self._find_pip_executable()
+
+    def get_version_info(self):  # type: () -> Tuple[int]
+        raise NotImplementedError()
+
+    def get_python_implementation(self):  # type: () -> str
+        raise NotImplementedError()
+
+    def get_marker_env(self):  # type: () -> Dict[str, Any]
+        raise NotImplementedError()
+
+    def get_pip_command(self):  # type: () -> List[str]
+        raise NotImplementedError()
+
+    def get_supported_tags(self):  # type: () -> List[Tag]
+        raise NotImplementedError()
+
+    def get_pip_version(self):  # type: () -> Version
+        raise NotImplementedError()
+
+    def get_paths(self):  # type: () -> Dict[str, str]
+        raise NotImplementedError()
+
+    def is_valid_for_marker(self, marker):  # type: (BaseMarker) -> bool
+        return marker.validate(self.marker_env)
+
+    def is_sane(self):  # type: () -> bool
+        """
+        Checks whether the current environment is sane or not.
+        """
+        return True
+
+    def run(self, bin, *args, **kwargs):
+        bin = self._bin(bin)
+        cmd = [bin] + list(args)
+        return self._run(cmd, **kwargs)
+
+    def run_python(self, *args, **kwargs):
+        return self.run(self._executable, *args, **kwargs)
+
+    def run_pip(self, *args, **kwargs):
+        pip = self.get_pip_command()
+        cmd = pip + list(args)
+        return self._run(cmd, **kwargs)
+
+    def run_python_script(self, content, **kwargs):  # type: (str, Any) -> str
+        return self.run(self._executable, "-W", "ignore", "-", input_=content, **kwargs)
+
+    def _run(self, cmd, **kwargs):
+        """
+        Run a command inside the Python environment.
+        """
+        call = kwargs.pop("call", False)
+        input_ = kwargs.pop("input_", None)
+
+        try:
+            if self._is_windows:
+                kwargs["shell"] = True
+
+            if kwargs.get("shell", False):
+                cmd = list_to_shell_command(cmd)
+
+            if input_:
+                output = subprocess.run(
+                    cmd,
+                    stdout=subprocess.PIPE,
+                    stderr=subprocess.STDOUT,
+                    input=encode(input_),
+                    check=True,
+                    **kwargs
+                ).stdout
+            elif call:
+                return subprocess.call(cmd, stderr=subprocess.STDOUT, **kwargs)
+            else:
+                output = subprocess.check_output(
+                    cmd, stderr=subprocess.STDOUT, **kwargs
+                )
+        except CalledProcessError as e:
+            raise EnvCommandError(e, input=input_)
+
+        return decode(output)
+
+    def execute(self, bin, *args, **kwargs):
+        bin = self._bin(bin)
+        env = kwargs.pop("env", {k: v for k, v in os.environ.items()})
+
+        if not self._is_windows:
+            args = [bin] + list(args)
+            return os.execvpe(bin, args, env=env)
+        else:
+            exe = subprocess.Popen([bin] + list(args), env=env, **kwargs)
+            exe.communicate()
+            return exe.returncode
+
+    def is_venv(self):  # type: () -> bool
+        raise NotImplementedError()
+
+    @property
+    def script_dirs(self):  # type: () -> List[Path]
+        if self._script_dirs is None:
+            self._script_dirs = (
+                [Path(self.paths["scripts"])]
+                if "scripts" in self.paths
+                else self._bin_dir
+            )
+            if self.userbase:
+                self._script_dirs.append(self.userbase / self._script_dirs[0].name)
+        return self._script_dirs
+
+    def _bin(self, bin):  # type: (str) -> str
+        """
+        Return path to the given executable.
+        """
+        if self._is_windows and not bin.endswith(".exe"):
+            bin_path = self._bin_dir / (bin + ".exe")
+        else:
+            bin_path = self._bin_dir / bin
+
+        if not bin_path.exists():
+            # On Windows, some executables can be in the base path
+            # This is especially true when installing Python with
+            # the official installer, where python.exe will be at
+            # the root of the env path.
+            # This is an edge case and should not be encountered
+            # in normal uses but this happens in the sonnet script
+            # that creates a fake virtual environment pointing to
+            # a base Python install.
+            if self._is_windows:
+                if not bin.endswith(".exe"):
+                    bin_path = self._path / (bin + ".exe")
+                else:
+                    bin_path = self._path / bin
+
+                if bin_path.exists():
+                    return str(bin_path)
+
+            return bin
+
+        return str(bin_path)
+
+    def __eq__(self, other):  # type: (Env) -> bool
+        return other.__class__ == self.__class__ and other.path == self.path
+
+    def __repr__(self):
+        return '{}("{}")'.format(self.__class__.__name__, self._path)
+
+
+class SystemEnv(Env):
+    """
+    A system (i.e. not a virtualenv) Python environment.
+    """
+
+    @property
+    def python(self):  # type: () -> str
+        return sys.executable
+
+    @property
+    def sys_path(self):  # type: () -> List[str]
+        return sys.path
+
+    def get_version_info(self):  # type: () -> Tuple[int]
+        return sys.version_info
+
+    def get_python_implementation(self):  # type: () -> str
+        return platform.python_implementation()
+
+    def get_pip_command(self):  # type: () -> List[str]
+        # If we're not in a venv, assume the interpreter we're running on
+        # has a pip and use that
+        return [sys.executable, "-m", "pip"]
+
+    def get_paths(self):  # type: () -> Dict[str, str]
+        # We can't use sysconfig.get_paths() because
+        # on some distributions it does not return the proper paths
+        # (those used by pip for instance). We go through distutils
+        # to get the proper ones.
+        import site
+
+        from distutils.command.install import SCHEME_KEYS  # noqa
+        from distutils.core import Distribution
+
+        d = Distribution()
+        d.parse_config_files()
+        obj = d.get_command_obj("install", create=True)
+        obj.finalize_options()
+
+        paths = sysconfig.get_paths().copy()
+        for key in SCHEME_KEYS:
+            if key == "headers":
+                # headers is not a path returned by sysconfig.get_paths()
+                continue
+
+            paths[key] = getattr(obj, "install_{}".format(key))
+
+        if site.check_enableusersite() and hasattr(obj, "install_usersite"):
+            paths["usersite"] = getattr(obj, "install_usersite")
+            paths["userbase"] = getattr(obj, "install_userbase")
+
+        return paths
+
+    def get_supported_tags(self):  # type: () -> List[Tag]
+        return list(sys_tags())
+
+    def get_marker_env(self):  # type: () -> Dict[str, Any]
+        if hasattr(sys, "implementation"):
+            info = sys.implementation.version
+            iver = "{0.major}.{0.minor}.{0.micro}".format(info)
+            kind = info.releaselevel
+            if kind != "final":
+                iver += kind[0] + str(info.serial)
+
+            implementation_name = sys.implementation.name
+        else:
+            iver = "0"
+            implementation_name = ""
+
+        return {
+            "implementation_name": implementation_name,
+            "implementation_version": iver,
+            "os_name": os.name,
+            "platform_machine": platform.machine(),
+            "platform_release": platform.release(),
+            "platform_system": platform.system(),
+            "platform_version": platform.version(),
+            "python_full_version": platform.python_version(),
+            "platform_python_implementation": platform.python_implementation(),
+            "python_version": ".".join(
+                v for v in platform.python_version().split(".")[:2]
+            ),
+            "sys_platform": sys.platform,
+            "version_info": sys.version_info,
+            # Extra information
+            "interpreter_name": interpreter_name(),
+            "interpreter_version": interpreter_version(),
+        }
+
+    def get_pip_version(self):  # type: () -> Version
+        from pip import __version__
+
+        return Version.parse(__version__)
+
+    def is_venv(self):  # type: () -> bool
+        return self._path != self._base
+
+
+class VirtualEnv(Env):
+    """
+    A virtual Python environment.
+    """
+
+    def __init__(self, path, base=None):  # type: (Path, Optional[Path]) -> None
+        super(VirtualEnv, self).__init__(path, base)
+
+        # If base is None, it probably means this is
+        # a virtualenv created from VIRTUAL_ENV.
+        # In this case we need to get sys.base_prefix
+        # from inside the virtualenv.
+        if base is None:
+            self._base = Path(self.run_python_script(GET_BASE_PREFIX).strip())
+
+    @property
+    def sys_path(self):  # type: () -> List[str]
+        output = self.run_python_script(GET_SYS_PATH)
+
+        return json.loads(output)
+
+    def get_version_info(self):  # type: () -> Tuple[int]
+        output = self.run_python_script(GET_PYTHON_VERSION)
+
+        return tuple([int(s) for s in output.strip().split(".")])
+
+    def get_python_implementation(self):  # type: () -> str
+        return self.marker_env["platform_python_implementation"]
+
+    def get_pip_command(self):  # type: () -> List[str]
+        # We're in a virtualenv that is known to be sane,
+        # so assume that we have a functional pip
+        return [self._bin(self._pip_executable)]
+
+    def get_supported_tags(self):  # type: () -> List[Tag]
+        file_path = Path(packaging.tags.__file__)
+        if file_path.suffix == ".pyc":
+            # Python 2
+            file_path = file_path.with_suffix(".py")
+
+        with file_path.open(encoding="utf-8") as f:
+            script = decode(f.read())
+
+        script = script.replace(
+            "from ._typing import TYPE_CHECKING, cast",
+            "TYPE_CHECKING = False\ncast = lambda type_, value: value",
+        )
+        script = script.replace(
+            "from ._typing import MYPY_CHECK_RUNNING, cast",
+            "MYPY_CHECK_RUNNING = False\ncast = lambda type_, value: value",
+        )
+
+        script += textwrap.dedent(
+            """
+            import json
+
+            print(json.dumps([(t.interpreter, t.abi, t.platform) for t in sys_tags()]))
+            """
+        )
+
+        output = self.run_python_script(script)
+
+        return [Tag(*t) for t in json.loads(output)]
+
+    def get_marker_env(self):  # type: () -> Dict[str, Any]
+        output = self.run(self._executable, "-", input_=GET_ENVIRONMENT_INFO)
+
+        return json.loads(output)
+
+    def get_pip_version(self):  # type: () -> Version
+        output = self.run_pip("--version").strip()
+        m = re.match("pip (.+?)(?: from .+)?$", output)
+        if not m:
+            return Version.parse("0.0")
+
+        return Version.parse(m.group(1))
+
+    def get_paths(self):  # type: () -> Dict[str, str]
+        output = self.run_python_script(GET_PATHS)
+
+        return json.loads(output)
+
+    def is_venv(self):  # type: () -> bool
+        return True
+
+    def is_sane(self):
+        # A virtualenv is considered sane if both "python" and "pip" exist.
+        return os.path.exists(self.python) and os.path.exists(self._bin("pip"))
+
+    def _run(self, cmd, **kwargs):
+        kwargs["env"] = self.get_temp_environ(environ=kwargs.get("env"))
+        return super(VirtualEnv, self)._run(cmd, **kwargs)
+
+    def get_temp_environ(
+        self, environ=None, exclude=None, **kwargs
+    ):  # type: (Optional[Dict[str, str]], Optional[List[str]], **str) -> Dict[str, str]
+        exclude = exclude or []
+        exclude.extend(["PYTHONHOME", "__PYVENV_LAUNCHER__"])
+
+        if environ:
+            environ = deepcopy(environ)
+            for key in exclude:
+                environ.pop(key, None)
+        else:
+            environ = {k: v for k, v in os.environ.items() if k not in exclude}
+
+        environ.update(kwargs)
+
+        environ["PATH"] = self._updated_path()
+        environ["VIRTUAL_ENV"] = str(self._path)
+
+        return environ
+
+    def execute(self, bin, *args, **kwargs):
+        kwargs["env"] = self.get_temp_environ(environ=kwargs.get("env"))
+        return super(VirtualEnv, self).execute(bin, *args, **kwargs)
+
+    @contextmanager
+    def temp_environ(self):
+        environ = dict(os.environ)
+        try:
+            yield
+        finally:
+            os.environ.clear()
+            os.environ.update(environ)
+
+    def _updated_path(self):
+        return os.pathsep.join([str(self._bin_dir), os.environ.get("PATH", "")])
+
+
+class GenericEnv(VirtualEnv):
+    def __init__(
+        self, path, base=None, child_env=None
+    ):  # type: (Path, Optional[Path], Optional[Env]) -> None
+        self._child_env = child_env
+
+        super(GenericEnv, self).__init__(path, base=base)
+
+    def find_executables(self):  # type: () -> None
+        patterns = [("python*", "pip*")]
+
+        if self._child_env:
+            minor_version = "{}.{}".format(
+                self._child_env.version_info[0], self._child_env.version_info[1]
+            )
+            major_version = "{}".format(self._child_env.version_info[0])
+            patterns = [
+                ("python{}".format(minor_version), "pip{}".format(minor_version)),
+                ("python{}".format(major_version), "pip{}".format(major_version)),
+            ]
+
+        python_executable = None
+        pip_executable = None
+
+        for python_pattern, pip_pattern in patterns:
+            if python_executable and pip_executable:
+                break
+
+            if not python_executable:
+                python_executables = sorted(
+                    [
+                        p.name
+                        for p in self._bin_dir.glob(python_pattern)
+                        if re.match(r"python(?:\d+(?:\.\d+)?)?(?:\.exe)?$", p.name)
+                    ]
+                )
+
+                if python_executables:
+                    executable = python_executables[0]
+                    if executable.endswith(".exe"):
+                        executable = executable[:-4]
+
+                    python_executable = executable
+
+            if not pip_executable:
+                pip_executables = sorted(
+                    [
+                        p.name
+                        for p in self._bin_dir.glob(pip_pattern)
+                        if re.match(r"pip(?:\d+(?:\.\d+)?)?(?:\.exe)?$", p.name)
+                    ]
+                )
+                if pip_executables:
+                    pip_executable = pip_executables[0]
+                    if pip_executable.endswith(".exe"):
+                        pip_executable = pip_executable[:-4]
+
+                    pip_executable = pip_executable
+
+            if python_executable:
+                self._executable = python_executable
+
+            if pip_executable:
+                self._pip_executable = pip_executable
+
+    def get_paths(self):  # type: () -> Dict[str, str]
+        output = self.run_python_script(GET_PATHS_FOR_GENERIC_ENVS)
+
+        return json.loads(output)
+
+    def execute(self, bin, *args, **kwargs):  # type: (str, str, Any) -> Optional[int]
+        return super(VirtualEnv, self).execute(bin, *args, **kwargs)
+
+    def _run(self, cmd, **kwargs):  # type: (List[str], Any) -> Optional[int]
+        return super(VirtualEnv, self)._run(cmd, **kwargs)
+
+    def is_venv(self):  # type: () -> bool
+        return self._path != self._base
+
+
+class NullEnv(SystemEnv):
+    def __init__(self, path=None, base=None, execute=False):
+        if path is None:
+            path = Path(sys.prefix)
+
+        super(NullEnv, self).__init__(path, base=base)
+
+        self._execute = execute
+        self.executed = []
+
+    def get_pip_command(self):  # type: () -> List[str]
+        return [self._bin("python"), "-m", "pip"]
+
+    def _run(self, cmd, **kwargs):
+        self.executed.append(cmd)
+
+        if self._execute:
+            return super(NullEnv, self)._run(cmd, **kwargs)
+
+    def execute(self, bin, *args, **kwargs):
+        self.executed.append([bin] + list(args))
+
+        if self._execute:
+            return super(NullEnv, self).execute(bin, *args, **kwargs)
+
+    def _bin(self, bin):
+        return bin
+
+
+class MockEnv(NullEnv):
+    def __init__(
+        self,
+        version_info=(3, 7, 0),
+        python_implementation="CPython",
+        platform="darwin",
+        os_name="posix",
+        is_venv=False,
+        pip_version="19.1",
+        sys_path=None,
+        marker_env=None,
+        supported_tags=None,
+        **kwargs
+    ):
+        super(MockEnv, self).__init__(**kwargs)
+
+        self._version_info = version_info
+        self._python_implementation = python_implementation
+        self._platform = platform
+        self._os_name = os_name
+        self._is_venv = is_venv
+        self._pip_version = Version.parse(pip_version)
+        self._sys_path = sys_path
+        self._mock_marker_env = marker_env
+        self._supported_tags = supported_tags
+
+    @property
+    def platform(self):  # type: () -> str
+        return self._platform
+
+    @property
+    def os(self):  # type: () -> str
+        return self._os_name
+
+    @property
+    def pip_version(self):
+        return self._pip_version
+
+    @property
+    def sys_path(self):
+        if self._sys_path is None:
+            return super(MockEnv, self).sys_path
+
+        return self._sys_path
+
+    def get_marker_env(self):  # type: () -> Dict[str, Any]
+        if self._mock_marker_env is not None:
+            return self._mock_marker_env
+
+        marker_env = super(MockEnv, self).get_marker_env()
+        marker_env["python_implementation"] = self._python_implementation
+        marker_env["version_info"] = self._version_info
+        marker_env["python_version"] = ".".join(str(v) for v in self._version_info[:2])
+        marker_env["python_full_version"] = ".".join(str(v) for v in self._version_info)
+        marker_env["sys_platform"] = self._platform
+        marker_env["interpreter_name"] = self._python_implementation.lower()
+        marker_env["interpreter_version"] = "cp" + "".join(
+            str(v) for v in self._version_info[:2]
+        )
+
+        return marker_env
+
+    def is_venv(self):  # type: () -> bool
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+Metadata-Version: 2.1
+Name: pyflakes
+Version: 2.5.0
+Summary: passive checker of Python programs
+Home-page: https://github.com/PyCQA/pyflakes
+Author: A lot of people
+Author-email: code-quality@python.org
+License: MIT
+Platform: UNKNOWN
+Classifier: Development Status :: 6 - Mature
+Classifier: Environment :: Console
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Software Development
+Classifier: Topic :: Utilities
+Requires-Python: >=3.6
+License-File: LICENSE
+
+========
+Pyflakes
+========
+
+A simple program which checks Python source files for errors.
+
+Pyflakes analyzes programs and detects various errors.  It works by
+parsing the source file, not importing it, so it is safe to use on
+modules with side effects.  It's also much faster.
+
+It is `available on PyPI <https://pypi.org/project/pyflakes/>`_
+and it supports all active versions of Python: 3.6+.
+
+
+
+Installation
+------------
+
+It can be installed with::
+
+  $ pip install --upgrade pyflakes
+
+
+Useful tips:
+
+* Be sure to install it for a version of Python which is compatible
+  with your codebase: for Python 2, ``pip2 install pyflakes`` and for
+  Python3, ``pip3 install pyflakes``.
+
+* You can also invoke Pyflakes with ``python3 -m pyflakes .`` or
+  ``python2 -m pyflakes .`` if you have it installed for both versions.
+
+* If you require more options and more flexibility, you could give a
+  look to Flake8_ too.
+
+
+Design Principles
+-----------------
+Pyflakes makes a simple promise: it will never complain about style,
+and it will try very, very hard to never emit false positives.
+
+Pyflakes is also faster than Pylint_. This is
+largely because Pyflakes only examines the syntax tree of each file
+individually. As a consequence, Pyflakes is more limited in the
+types of things it can check.
+
+If you like Pyflakes but also want stylistic checks, you want
+flake8_, which combines
+Pyflakes with style checks against
+`PEP 8`_ and adds
+per-project configuration ability.
+
+
+Mailing-list
+------------
+
+Share your feedback and ideas: `subscribe to the mailing-list
+<https://mail.python.org/mailman/listinfo/code-quality>`_
+
+Contributing
+------------
+
+Issues are tracked on `GitHub <https://github.com/PyCQA/pyflakes/issues>`_.
+
+Patches may be submitted via a `GitHub pull request`_ or via the mailing list
+if you prefer. If you are comfortable doing so, please `rebase your changes`_
+so they may be applied to master with a fast-forward merge, and each commit is
+a coherent unit of work with a well-written log message.  If you are not
+comfortable with this rebase workflow, the project maintainers will be happy to
+rebase your commits for you.
+
+All changes should include tests and pass flake8_.
+
+.. image:: https://github.com/PyCQA/pyflakes/workflows/Test/badge.svg
+   :target: https://github.com/PyCQA/pyflakes/actions
+   :alt: GitHub Actions build status
+
+.. _Pylint: https://pylint.pycqa.org/
+.. _flake8: https://pypi.org/project/flake8/
+.. _`PEP 8`: https://www.python.org/dev/peps/pep-0008/
+.. _`rebase your changes`: https://git-scm.com/book/en/v2/Git-Branching-Rebasing
+.. _`GitHub pull request`: https://github.com/PyCQA/pyflakes/pulls
+
+Changelog
+---------
+
+Please see `NEWS.rst <https://github.com/PyCQA/pyflakes/blob/master/NEWS.rst>`_.
+
+
diff --git a/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/RECORD b/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/RECORD
new file mode 100644
index 0000000..7f96bfa
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/RECORD
@@ -0,0 +1,54 @@
+../../../bin/pyflakes,sha256=5FyDNFxVLLSYrOL3t1r6tof4nf2NtRTrYQLJMOljHng,215
+pyflakes-2.5.0.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+pyflakes-2.5.0.dist-info/LICENSE,sha256=IsR1acwKrlMbNyNhNmgYrwHG_C4xR3BYSnhmySs6BGM,1093
+pyflakes-2.5.0.dist-info/METADATA,sha256=m9oXfcH22PQ-abGxKm47ycMpehLNRSfhkPuIsEIiQCw,3809
+pyflakes-2.5.0.dist-info/RECORD,,
+pyflakes-2.5.0.dist-info/REQUESTED,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+pyflakes-2.5.0.dist-info/WHEEL,sha256=z9j0xAa_JmUKMpmz72K0ZGALSM_n-wQVmGbleXx2VHg,110
+pyflakes-2.5.0.dist-info/direct_url.json,sha256=5pkOAcEJ9O7SIqixcGnwYbUPZvHVKY4Fr7MKUq3-0v0,254
+pyflakes-2.5.0.dist-info/entry_points.txt,sha256=IXe-9eveUrAnGsDtgHcz2IyPKoCWI9b4bXHLXohHqTE,47
+pyflakes-2.5.0.dist-info/top_level.txt,sha256=wuK-mcws_v9MNkEyZaVwD2x9jdhkuRhdYZcqpBFliNM,9
+pyflakes/__init__.py,sha256=UrYf8t6hsIpDaboSlgD4Unb8HSA1LxEBwhZMIxJBY0c,22
+pyflakes/__main__.py,sha256=9hmtTqo4qAQwd71f2ekWMIgb53frxGVwEabFWGG_WiE,105
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+pyflakes/test/test_dict.py,sha256=Lnz0ygqXyPue1NZZFGrLud81zN3HlF4ENd8EVNo36GI,5271
+pyflakes/test/test_doctests.py,sha256=fc9B7RaA7RCSfQYo8IHoFHxa8NcZRO-HES-Q--x3tPg,12856
+pyflakes/test/test_imports.py,sha256=6Z3u3hweCbO964EWzgn6EtCPTcr-UrIl0o86o7Hc7AM,33703
+pyflakes/test/test_is_literal.py,sha256=pj9XCSORmzFZ6fORj12_HGthWP6RN5MPeoyj3krwVxs,4573
+pyflakes/test/test_match.py,sha256=ScyFclKMdh8H2Z_kX7hxw-EVfqDs8wQ74qjReC-HoJE,2097
+pyflakes/test/test_other.py,sha256=PnI4S0jwjQCOK5oGXwaeQut6omY59H2jPxcb-4IVRVc,51690
+pyflakes/test/test_type_annotations.py,sha256=CtY2lwWx5o6JTP4aGQ6jvft8Iv58IY_wo4Mv-wHeLMY,20301
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diff --git a/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/REQUESTED b/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/REQUESTED
new file mode 100644
index 0000000..e69de29
diff --git a/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/WHEEL b/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/WHEEL
new file mode 120000
index 0000000..ae483c4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cf/d8/f4/c406bf26650a3299b3ef62b464600b48cfe7fb04159866e5797c765478
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/direct_url.json
new file mode 100644
index 0000000..3ca7774
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/direct_url.json
@@ -0,0 +1 @@
+{"archive_info": {"hash": "sha256=4579f67d887f804e67edb544428f264b7b24f435b263c4614f384135cea553d2"}, "url": "https://files.pythonhosted.org/packages/dc/13/63178f59f74e53acc2165aee4b002619a3cfa7eeaeac989a9eb41edf364e/pyflakes-2.5.0-py2.py3-none-any.whl"}
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/entry_points.txt b/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/entry_points.txt
new file mode 100644
index 0000000..a090d6e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/entry_points.txt
@@ -0,0 +1,2 @@
+[console_scripts]
+pyflakes = pyflakes.api:main
diff --git a/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/top_level.txt
new file mode 120000
index 0000000..de838a9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes-2.5.0.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c2/e2/be/99cc2cfeff4c36413265a5700f6c7d8dd864b9185d61972aa4116588d3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pyflakes/__init__.py b/venv/lib/python3.8/site-packages/pyflakes/__init__.py
new file mode 120000
index 0000000..7ab1cd3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/52/b6/1f/f2dea1b08a4369ba129600f85276fc1d20352f1101c2164c2312416347
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pyflakes/__main__.py b/venv/lib/python3.8/site-packages/pyflakes/__main__.py
new file mode 120000
index 0000000..35862b6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/__main__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f6/19/ad/4eaa38a8043077bd5fd9e91630881be777ebc4657011a6c55861bf5a21
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pyflakes/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/pyflakes/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/pyflakes/__pycache__/messages.cpython-38.pyc b/venv/lib/python3.8/site-packages/pyflakes/__pycache__/messages.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/pyflakes/__pycache__/reporter.cpython-38.pyc b/venv/lib/python3.8/site-packages/pyflakes/__pycache__/reporter.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/pyflakes/api.py b/venv/lib/python3.8/site-packages/pyflakes/api.py
new file mode 100644
index 0000000..b701ec5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/api.py
@@ -0,0 +1,186 @@
+"""
+API for the command-line I{pyflakes} tool.
+"""
+import ast
+import os
+import platform
+import re
+import sys
+
+from pyflakes import checker, __version__
+from pyflakes import reporter as modReporter
+
+__all__ = ['check', 'checkPath', 'checkRecursive', 'iterSourceCode', 'main']
+
+PYTHON_SHEBANG_REGEX = re.compile(br'^#!.*\bpython(3(\.\d+)?|w)?[dmu]?\s')
+
+
+def check(codeString, filename, reporter=None):
+    """
+    Check the Python source given by C{codeString} for flakes.
+
+    @param codeString: The Python source to check.
+    @type codeString: C{str}
+
+    @param filename: The name of the file the source came from, used to report
+        errors.
+    @type filename: C{str}
+
+    @param reporter: A L{Reporter} instance, where errors and warnings will be
+        reported.
+
+    @return: The number of warnings emitted.
+    @rtype: C{int}
+    """
+    if reporter is None:
+        reporter = modReporter._makeDefaultReporter()
+    # First, compile into an AST and handle syntax errors.
+    try:
+        tree = ast.parse(codeString, filename=filename)
+    except SyntaxError as e:
+        reporter.syntaxError(filename, e.args[0], e.lineno, e.offset, e.text)
+        return 1
+    except Exception:
+        reporter.unexpectedError(filename, 'problem decoding source')
+        return 1
+    # Okay, it's syntactically valid.  Now check it.
+    file_tokens = checker.make_tokens(codeString)
+    w = checker.Checker(tree, file_tokens=file_tokens, filename=filename)
+    w.messages.sort(key=lambda m: m.lineno)
+    for warning in w.messages:
+        reporter.flake(warning)
+    return len(w.messages)
+
+
+def checkPath(filename, reporter=None):
+    """
+    Check the given path, printing out any warnings detected.
+
+    @param reporter: A L{Reporter} instance, where errors and warnings will be
+        reported.
+
+    @return: the number of warnings printed
+    """
+    if reporter is None:
+        reporter = modReporter._makeDefaultReporter()
+    try:
+        with open(filename, 'rb') as f:
+            codestr = f.read()
+    except OSError as e:
+        reporter.unexpectedError(filename, e.args[1])
+        return 1
+    return check(codestr, filename, reporter)
+
+
+def isPythonFile(filename):
+    """Return True if filename points to a Python file."""
+    if filename.endswith('.py'):
+        return True
+
+    # Avoid obvious Emacs backup files
+    if filename.endswith("~"):
+        return False
+
+    max_bytes = 128
+
+    try:
+        with open(filename, 'rb') as f:
+            text = f.read(max_bytes)
+            if not text:
+                return False
+    except OSError:
+        return False
+
+    return PYTHON_SHEBANG_REGEX.match(text)
+
+
+def iterSourceCode(paths):
+    """
+    Iterate over all Python source files in C{paths}.
+
+    @param paths: A list of paths.  Directories will be recursed into and
+        any .py files found will be yielded.  Any non-directories will be
+        yielded as-is.
+    """
+    for path in paths:
+        if os.path.isdir(path):
+            for dirpath, dirnames, filenames in os.walk(path):
+                for filename in filenames:
+                    full_path = os.path.join(dirpath, filename)
+                    if isPythonFile(full_path):
+                        yield full_path
+        else:
+            yield path
+
+
+def checkRecursive(paths, reporter):
+    """
+    Recursively check all source files in C{paths}.
+
+    @param paths: A list of paths to Python source files and directories
+        containing Python source files.
+    @param reporter: A L{Reporter} where all of the warnings and errors
+        will be reported to.
+    @return: The number of warnings found.
+    """
+    warnings = 0
+    for sourcePath in iterSourceCode(paths):
+        warnings += checkPath(sourcePath, reporter)
+    return warnings
+
+
+def _exitOnSignal(sigName, message):
+    """Handles a signal with sys.exit.
+
+    Some of these signals (SIGPIPE, for example) don't exist or are invalid on
+    Windows. So, ignore errors that might arise.
+    """
+    import signal
+
+    try:
+        sigNumber = getattr(signal, sigName)
+    except AttributeError:
+        # the signal constants defined in the signal module are defined by
+        # whether the C library supports them or not. So, SIGPIPE might not
+        # even be defined.
+        return
+
+    def handler(sig, f):
+        sys.exit(message)
+
+    try:
+        signal.signal(sigNumber, handler)
+    except ValueError:
+        # It's also possible the signal is defined, but then it's invalid. In
+        # this case, signal.signal raises ValueError.
+        pass
+
+
+def _get_version():
+    """
+    Retrieve and format package version along with python version & OS used
+    """
+    return ('%s Python %s on %s' %
+            (__version__, platform.python_version(), platform.system()))
+
+
+def main(prog=None, args=None):
+    """Entry point for the script "pyflakes"."""
+    import argparse
+
+    # Handle "Keyboard Interrupt" and "Broken pipe" gracefully
+    _exitOnSignal('SIGINT', '... stopped')
+    _exitOnSignal('SIGPIPE', 1)
+
+    parser = argparse.ArgumentParser(prog=prog,
+                                     description='Check Python source files for errors')
+    parser.add_argument('-V', '--version', action='version', version=_get_version())
+    parser.add_argument('path', nargs='*',
+                        help='Path(s) of Python file(s) to check. STDIN if not given.')
+    args = parser.parse_args(args=args).path
+    reporter = modReporter._makeDefaultReporter()
+    if args:
+        warnings = checkRecursive(args, reporter)
+    else:
+        warnings = check(sys.stdin.read(), '<stdin>', reporter)
+    raise SystemExit(warnings > 0)
diff --git a/venv/lib/python3.8/site-packages/pyflakes/checker.py b/venv/lib/python3.8/site-packages/pyflakes/checker.py
new file mode 100644
index 0000000..ae15621
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/checker.py
@@ -0,0 +1,2299 @@
+"""
+Main module.
+
+Implement the central Checker class.
+Also, it models the Bindings and Scopes.
+"""
+import __future__
+import builtins
+import ast
+import bisect
+import collections
+import contextlib
+import doctest
+import functools
+import os
+import re
+import string
+import sys
+import tokenize
+
+from pyflakes import messages
+
+PY38_PLUS = sys.version_info >= (3, 8)
+PYPY = hasattr(sys, 'pypy_version_info')
+
+builtin_vars = dir(builtins)
+
+parse_format_string = string.Formatter().parse
+
+
+def getAlternatives(n):
+    if isinstance(n, ast.If):
+        return [n.body]
+    if isinstance(n, ast.Try):
+        return [n.body + n.orelse] + [[hdl] for hdl in n.handlers]
+
+
+FOR_TYPES = (ast.For, ast.AsyncFor)
+
+if PY38_PLUS:
+    def _is_singleton(node):  # type: (ast.AST) -> bool
+        return (
+            isinstance(node, ast.Constant) and
+            isinstance(node.value, (bool, type(Ellipsis), type(None)))
+        )
+else:
+    def _is_singleton(node):  # type: (ast.AST) -> bool
+        return isinstance(node, (ast.NameConstant, ast.Ellipsis))
+
+
+def _is_tuple_constant(node):  # type: (ast.AST) -> bool
+    return (
+        isinstance(node, ast.Tuple) and
+        all(_is_constant(elt) for elt in node.elts)
+    )
+
+
+if PY38_PLUS:
+    def _is_constant(node):
+        return isinstance(node, ast.Constant) or _is_tuple_constant(node)
+else:
+    def _is_constant(node):
+        return (
+            isinstance(node, (ast.Str, ast.Num, ast.Bytes)) or
+            _is_singleton(node) or
+            _is_tuple_constant(node)
+        )
+
+
+def _is_const_non_singleton(node):  # type: (ast.AST) -> bool
+    return _is_constant(node) and not _is_singleton(node)
+
+
+def _is_name_or_attr(node, name):  # type: (ast.AST, str) -> bool
+    return (
+        (isinstance(node, ast.Name) and node.id == name) or
+        (isinstance(node, ast.Attribute) and node.attr == name)
+    )
+
+
+# https://github.com/python/typed_ast/blob/1.4.0/ast27/Parser/tokenizer.c#L102-L104
+TYPE_COMMENT_RE = re.compile(r'^#\s*type:\s*')
+# https://github.com/python/typed_ast/blob/1.4.0/ast27/Parser/tokenizer.c#L1408-L1413
+ASCII_NON_ALNUM = ''.join([chr(i) for i in range(128) if not chr(i).isalnum()])
+TYPE_IGNORE_RE = re.compile(
+    TYPE_COMMENT_RE.pattern + fr'ignore([{ASCII_NON_ALNUM}]|$)')
+# https://github.com/python/typed_ast/blob/1.4.0/ast27/Grammar/Grammar#L147
+TYPE_FUNC_RE = re.compile(r'^(\(.*?\))\s*->\s*(.*)$')
+
+
+MAPPING_KEY_RE = re.compile(r'\(([^()]*)\)')
+CONVERSION_FLAG_RE = re.compile('[#0+ -]*')
+WIDTH_RE = re.compile(r'(?:\*|\d*)')
+PRECISION_RE = re.compile(r'(?:\.(?:\*|\d*))?')
+LENGTH_RE = re.compile('[hlL]?')
+# https://docs.python.org/3/library/stdtypes.html#old-string-formatting
+VALID_CONVERSIONS = frozenset('diouxXeEfFgGcrsa%')
+
+
+def _must_match(regex, string, pos):
+    match = regex.match(string, pos)
+    assert match is not None
+    return match
+
+
+def parse_percent_format(s):
+    """Parses the string component of a `'...' % ...` format call
+
+    Copied from https://github.com/asottile/pyupgrade at v1.20.1
+    """
+
+    def _parse_inner():
+        string_start = 0
+        string_end = 0
+        in_fmt = False
+
+        i = 0
+        while i < len(s):
+            if not in_fmt:
+                try:
+                    i = s.index('%', i)
+                except ValueError:  # no more % fields!
+                    yield s[string_start:], None
+                    return
+                else:
+                    string_end = i
+                    i += 1
+                    in_fmt = True
+            else:
+                key_match = MAPPING_KEY_RE.match(s, i)
+                if key_match:
+                    key = key_match.group(1)
+                    i = key_match.end()
+                else:
+                    key = None
+
+                conversion_flag_match = _must_match(CONVERSION_FLAG_RE, s, i)
+                conversion_flag = conversion_flag_match.group() or None
+                i = conversion_flag_match.end()
+
+                width_match = _must_match(WIDTH_RE, s, i)
+                width = width_match.group() or None
+                i = width_match.end()
+
+                precision_match = _must_match(PRECISION_RE, s, i)
+                precision = precision_match.group() or None
+                i = precision_match.end()
+
+                # length modifier is ignored
+                i = _must_match(LENGTH_RE, s, i).end()
+
+                try:
+                    conversion = s[i]
+                except IndexError:
+                    raise ValueError('end-of-string while parsing format')
+                i += 1
+
+                fmt = (key, conversion_flag, width, precision, conversion)
+                yield s[string_start:string_end], fmt
+
+                in_fmt = False
+                string_start = i
+
+        if in_fmt:
+            raise ValueError('end-of-string while parsing format')
+
+    return tuple(_parse_inner())
+
+
+class _FieldsOrder(dict):
+    """Fix order of AST node fields."""
+
+    def _get_fields(self, node_class):
+        # handle iter before target, and generators before element
+        fields = node_class._fields
+        if 'iter' in fields:
+            key_first = 'iter'.find
+        elif 'generators' in fields:
+            key_first = 'generators'.find
+        else:
+            key_first = 'value'.find
+        return tuple(sorted(fields, key=key_first, reverse=True))
+
+    def __missing__(self, node_class):
+        self[node_class] = fields = self._get_fields(node_class)
+        return fields
+
+
+def counter(items):
+    """
+    Simplest required implementation of collections.Counter. Required as 2.6
+    does not have Counter in collections.
+    """
+    results = {}
+    for item in items:
+        results[item] = results.get(item, 0) + 1
+    return results
+
+
+def iter_child_nodes(node, omit=None, _fields_order=_FieldsOrder()):
+    """
+    Yield all direct child nodes of *node*, that is, all fields that
+    are nodes and all items of fields that are lists of nodes.
+
+    :param node:          AST node to be iterated upon
+    :param omit:          String or tuple of strings denoting the
+                          attributes of the node to be omitted from
+                          further parsing
+    :param _fields_order: Order of AST node fields
+    """
+    for name in _fields_order[node.__class__]:
+        if omit and name in omit:
+            continue
+        field = getattr(node, name, None)
+        if isinstance(field, ast.AST):
+            yield field
+        elif isinstance(field, list):
+            for item in field:
+                if isinstance(item, ast.AST):
+                    yield item
+
+
+def convert_to_value(item):
+    if isinstance(item, ast.Str):
+        return item.s
+    elif hasattr(ast, 'Bytes') and isinstance(item, ast.Bytes):
+        return item.s
+    elif isinstance(item, ast.Tuple):
+        return tuple(convert_to_value(i) for i in item.elts)
+    elif isinstance(item, ast.Num):
+        return item.n
+    elif isinstance(item, ast.Name):
+        result = VariableKey(item=item)
+        constants_lookup = {
+            'True': True,
+            'False': False,
+            'None': None,
+        }
+        return constants_lookup.get(
+            result.name,
+            result,
+        )
+    elif isinstance(item, ast.NameConstant):
+        return item.value
+    else:
+        return UnhandledKeyType()
+
+
+def is_notimplemented_name_node(node):
+    return isinstance(node, ast.Name) and getNodeName(node) == 'NotImplemented'
+
+
+class Binding:
+    """
+    Represents the binding of a value to a name.
+
+    The checker uses this to keep track of which names have been bound and
+    which names have not. See L{Assignment} for a special type of binding that
+    is checked with stricter rules.
+
+    @ivar used: pair of (L{Scope}, node) indicating the scope and
+                the node that this binding was last used.
+    """
+
+    def __init__(self, name, source):
+        self.name = name
+        self.source = source
+        self.used = False
+
+    def __str__(self):
+        return self.name
+
+    def __repr__(self):
+        return '<{} object {!r} from line {!r} at 0x{:x}>'.format(
+            self.__class__.__name__,
+            self.name,
+            self.source.lineno,
+            id(self),
+        )
+
+    def redefines(self, other):
+        return isinstance(other, Definition) and self.name == other.name
+
+
+class Definition(Binding):
+    """
+    A binding that defines a function or a class.
+    """
+
+
+class Builtin(Definition):
+    """A definition created for all Python builtins."""
+
+    def __init__(self, name):
+        super().__init__(name, None)
+
+    def __repr__(self):
+        return '<{} object {!r} at 0x{:x}>'.format(
+            self.__class__.__name__,
+            self.name,
+            id(self)
+        )
+
+
+class UnhandledKeyType:
+    """
+    A dictionary key of a type that we cannot or do not check for duplicates.
+    """
+
+
+class VariableKey:
+    """
+    A dictionary key which is a variable.
+
+    @ivar item: The variable AST object.
+    """
+    def __init__(self, item):
+        self.name = item.id
+
+    def __eq__(self, compare):
+        return (
+            compare.__class__ == self.__class__ and
+            compare.name == self.name
+        )
+
+    def __hash__(self):
+        return hash(self.name)
+
+
+class Importation(Definition):
+    """
+    A binding created by an import statement.
+
+    @ivar fullName: The complete name given to the import statement,
+        possibly including multiple dotted components.
+    @type fullName: C{str}
+    """
+
+    def __init__(self, name, source, full_name=None):
+        self.fullName = full_name or name
+        self.redefined = []
+        super().__init__(name, source)
+
+    def redefines(self, other):
+        if isinstance(other, SubmoduleImportation):
+            # See note in SubmoduleImportation about RedefinedWhileUnused
+            return self.fullName == other.fullName
+        return isinstance(other, Definition) and self.name == other.name
+
+    def _has_alias(self):
+        """Return whether importation needs an as clause."""
+        return not self.fullName.split('.')[-1] == self.name
+
+    @property
+    def source_statement(self):
+        """Generate a source statement equivalent to the import."""
+        if self._has_alias():
+            return f'import {self.fullName} as {self.name}'
+        else:
+            return 'import %s' % self.fullName
+
+    def __str__(self):
+        """Return import full name with alias."""
+        if self._has_alias():
+            return self.fullName + ' as ' + self.name
+        else:
+            return self.fullName
+
+
+class SubmoduleImportation(Importation):
+    """
+    A binding created by a submodule import statement.
+
+    A submodule import is a special case where the root module is implicitly
+    imported, without an 'as' clause, and the submodule is also imported.
+    Python does not restrict which attributes of the root module may be used.
+
+    This class is only used when the submodule import is without an 'as' clause.
+
+    pyflakes handles this case by registering the root module name in the scope,
+    allowing any attribute of the root module to be accessed.
+
+    RedefinedWhileUnused is suppressed in `redefines` unless the submodule
+    name is also the same, to avoid false positives.
+    """
+
+    def __init__(self, name, source):
+        # A dot should only appear in the name when it is a submodule import
+        assert '.' in name and (not source or isinstance(source, ast.Import))
+        package_name = name.split('.')[0]
+        super().__init__(package_name, source)
+        self.fullName = name
+
+    def redefines(self, other):
+        if isinstance(other, Importation):
+            return self.fullName == other.fullName
+        return super().redefines(other)
+
+    def __str__(self):
+        return self.fullName
+
+    @property
+    def source_statement(self):
+        return 'import ' + self.fullName
+
+
+class ImportationFrom(Importation):
+
+    def __init__(self, name, source, module, real_name=None):
+        self.module = module
+        self.real_name = real_name or name
+
+        if module.endswith('.'):
+            full_name = module + self.real_name
+        else:
+            full_name = module + '.' + self.real_name
+
+        super().__init__(name, source, full_name)
+
+    def __str__(self):
+        """Return import full name with alias."""
+        if self.real_name != self.name:
+            return self.fullName + ' as ' + self.name
+        else:
+            return self.fullName
+
+    @property
+    def source_statement(self):
+        if self.real_name != self.name:
+            return f'from {self.module} import {self.real_name} as {self.name}'
+        else:
+            return f'from {self.module} import {self.name}'
+
+
+class StarImportation(Importation):
+    """A binding created by a 'from x import *' statement."""
+
+    def __init__(self, name, source):
+        super().__init__('*', source)
+        # Each star importation needs a unique name, and
+        # may not be the module name otherwise it will be deemed imported
+        self.name = name + '.*'
+        self.fullName = name
+
+    @property
+    def source_statement(self):
+        return 'from ' + self.fullName + ' import *'
+
+    def __str__(self):
+        # When the module ends with a ., avoid the ambiguous '..*'
+        if self.fullName.endswith('.'):
+            return self.source_statement
+        else:
+            return self.name
+
+
+class FutureImportation(ImportationFrom):
+    """
+    A binding created by a from `__future__` import statement.
+
+    `__future__` imports are implicitly used.
+    """
+
+    def __init__(self, name, source, scope):
+        super().__init__(name, source, '__future__')
+        self.used = (scope, source)
+
+
+class Argument(Binding):
+    """
+    Represents binding a name as an argument.
+    """
+
+
+class Assignment(Binding):
+    """
+    Represents binding a name with an explicit assignment.
+
+    The checker will raise warnings for any Assignment that isn't used. Also,
+    the checker does not consider assignments in tuple/list unpacking to be
+    Assignments, rather it treats them as simple Bindings.
+    """
+
+
+class NamedExprAssignment(Assignment):
+    """
+    Represents binding a name with an assignment expression.
+    """
+
+
+class Annotation(Binding):
+    """
+    Represents binding a name to a type without an associated value.
+
+    As long as this name is not assigned a value in another binding, it is considered
+    undefined for most purposes. One notable exception is using the name as a type
+    annotation.
+    """
+
+    def redefines(self, other):
+        """An Annotation doesn't define any name, so it cannot redefine one."""
+        return False
+
+
+class FunctionDefinition(Definition):
+    pass
+
+
+class ClassDefinition(Definition):
+    pass
+
+
+class ExportBinding(Binding):
+    """
+    A binding created by an C{__all__} assignment.  If the names in the list
+    can be determined statically, they will be treated as names for export and
+    additional checking applied to them.
+
+    The only recognized C{__all__} assignment via list/tuple concatenation is in the
+    following format:
+
+        __all__ = ['a'] + ['b'] + ['c']
+
+    Names which are imported and not otherwise used but appear in the value of
+    C{__all__} will not have an unused import warning reported for them.
+    """
+
+    def __init__(self, name, source, scope):
+        if '__all__' in scope and isinstance(source, ast.AugAssign):
+            self.names = list(scope['__all__'].names)
+        else:
+            self.names = []
+
+        def _add_to_names(container):
+            for node in container.elts:
+                if isinstance(node, ast.Str):
+                    self.names.append(node.s)
+
+        if isinstance(source.value, (ast.List, ast.Tuple)):
+            _add_to_names(source.value)
+        # If concatenating lists or tuples
+        elif isinstance(source.value, ast.BinOp):
+            currentValue = source.value
+            while isinstance(currentValue.right, (ast.List, ast.Tuple)):
+                left = currentValue.left
+                right = currentValue.right
+                _add_to_names(right)
+                # If more lists are being added
+                if isinstance(left, ast.BinOp):
+                    currentValue = left
+                # If just two lists are being added
+                elif isinstance(left, (ast.List, ast.Tuple)):
+                    _add_to_names(left)
+                    # All lists accounted for - done
+                    break
+                # If not list concatenation
+                else:
+                    break
+        super().__init__(name, source)
+
+
+class Scope(dict):
+    importStarred = False       # set to True when import * is found
+
+    def __repr__(self):
+        scope_cls = self.__class__.__name__
+        return f'<{scope_cls} at 0x{id(self):x} {dict.__repr__(self)}>'
+
+
+class ClassScope(Scope):
+    pass
+
+
+class FunctionScope(Scope):
+    """
+    I represent a name scope for a function.
+
+    @ivar globals: Names declared 'global' in this function.
+    """
+    usesLocals = False
+    alwaysUsed = {'__tracebackhide__', '__traceback_info__',
+                  '__traceback_supplement__'}
+
+    def __init__(self):
+        super().__init__()
+        # Simplify: manage the special locals as globals
+        self.globals = self.alwaysUsed.copy()
+        self.returnValue = None     # First non-empty return
+        self.isGenerator = False    # Detect a generator
+
+    def unusedAssignments(self):
+        """
+        Return a generator for the assignments which have not been used.
+        """
+        for name, binding in self.items():
+            if (not binding.used and
+                    name != '_' and  # see issue #202
+                    name not in self.globals and
+                    not self.usesLocals and
+                    isinstance(binding, Assignment)):
+                yield name, binding
+
+
+class GeneratorScope(Scope):
+    pass
+
+
+class ModuleScope(Scope):
+    """Scope for a module."""
+    _futures_allowed = True
+    _annotations_future_enabled = False
+
+
+class DoctestScope(ModuleScope):
+    """Scope for a doctest."""
+
+
+class DummyNode:
+    """Used in place of an `ast.AST` to set error message positions"""
+    def __init__(self, lineno, col_offset):
+        self.lineno = lineno
+        self.col_offset = col_offset
+
+
+class DetectClassScopedMagic:
+    names = dir()
+
+
+# Globally defined names which are not attributes of the builtins module, or
+# are only present on some platforms.
+_MAGIC_GLOBALS = ['__file__', '__builtins__', '__annotations__', 'WindowsError']
+
+
+def getNodeName(node):
+    # Returns node.id, or node.name, or None
+    if hasattr(node, 'id'):     # One of the many nodes with an id
+        return node.id
+    if hasattr(node, 'name'):   # an ExceptHandler node
+        return node.name
+    if hasattr(node, 'rest'):   # a MatchMapping node
+        return node.rest
+
+
+TYPING_MODULES = frozenset(('typing', 'typing_extensions'))
+
+
+def _is_typing_helper(node, is_name_match_fn, scope_stack):
+    """
+    Internal helper to determine whether or not something is a member of a
+    typing module. This is used as part of working out whether we are within a
+    type annotation context.
+
+    Note: you probably don't want to use this function directly. Instead see the
+    utils below which wrap it (`_is_typing` and `_is_any_typing_member`).
+    """
+
+    def _bare_name_is_attr(name):
+        for scope in reversed(scope_stack):
+            if name in scope:
+                return (
+                    isinstance(scope[name], ImportationFrom) and
+                    scope[name].module in TYPING_MODULES and
+                    is_name_match_fn(scope[name].real_name)
+                )
+
+        return False
+
+    def _module_scope_is_typing(name):
+        for scope in reversed(scope_stack):
+            if name in scope:
+                return (
+                    isinstance(scope[name], Importation) and
+                    scope[name].fullName in TYPING_MODULES
+                )
+
+        return False
+
+    return (
+        (
+            isinstance(node, ast.Name) and
+            _bare_name_is_attr(node.id)
+        ) or (
+            isinstance(node, ast.Attribute) and
+            isinstance(node.value, ast.Name) and
+            _module_scope_is_typing(node.value.id) and
+            is_name_match_fn(node.attr)
+        )
+    )
+
+
+def _is_typing(node, typing_attr, scope_stack):
+    """
+    Determine whether `node` represents the member of a typing module specified
+    by `typing_attr`.
+
+    This is used as part of working out whether we are within a type annotation
+    context.
+    """
+    return _is_typing_helper(node, lambda x: x == typing_attr, scope_stack)
+
+
+def _is_any_typing_member(node, scope_stack):
+    """
+    Determine whether `node` represents any member of a typing module.
+
+    This is used as part of working out whether we are within a type annotation
+    context.
+    """
+    return _is_typing_helper(node, lambda x: True, scope_stack)
+
+
+def is_typing_overload(value, scope_stack):
+    return (
+        isinstance(value.source, (ast.FunctionDef, ast.AsyncFunctionDef)) and
+        any(
+            _is_typing(dec, 'overload', scope_stack)
+            for dec in value.source.decorator_list
+        )
+    )
+
+
+class AnnotationState:
+    NONE = 0
+    STRING = 1
+    BARE = 2
+
+
+def in_annotation(func):
+    @functools.wraps(func)
+    def in_annotation_func(self, *args, **kwargs):
+        with self._enter_annotation():
+            return func(self, *args, **kwargs)
+    return in_annotation_func
+
+
+def in_string_annotation(func):
+    @functools.wraps(func)
+    def in_annotation_func(self, *args, **kwargs):
+        with self._enter_annotation(AnnotationState.STRING):
+            return func(self, *args, **kwargs)
+    return in_annotation_func
+
+
+def make_tokens(code):
+    # PY3: tokenize.tokenize requires readline of bytes
+    if not isinstance(code, bytes):
+        code = code.encode('UTF-8')
+    lines = iter(code.splitlines(True))
+    # next(lines, b'') is to prevent an error in pypy3
+    return tuple(tokenize.tokenize(lambda: next(lines, b'')))
+
+
+class _TypeableVisitor(ast.NodeVisitor):
+    """Collect the line number and nodes which are deemed typeable by
+    PEP 484
+
+    https://www.python.org/dev/peps/pep-0484/#type-comments
+    """
+    def __init__(self):
+        self.typeable_lines = []
+        self.typeable_nodes = {}
+
+    def _typeable(self, node):
+        # if there is more than one typeable thing on a line last one wins
+        self.typeable_lines.append(node.lineno)
+        self.typeable_nodes[node.lineno] = node
+
+        self.generic_visit(node)
+
+    visit_Assign = visit_For = visit_FunctionDef = visit_With = _typeable
+    visit_AsyncFor = visit_AsyncFunctionDef = visit_AsyncWith = _typeable
+
+
+def _collect_type_comments(tree, tokens):
+    visitor = _TypeableVisitor()
+    visitor.visit(tree)
+
+    type_comments = collections.defaultdict(list)
+    for tp, text, start, _, _ in tokens:
+        if (
+                tp != tokenize.COMMENT or  # skip non comments
+                not TYPE_COMMENT_RE.match(text) or  # skip non-type comments
+                TYPE_IGNORE_RE.match(text)  # skip ignores
+        ):
+            continue
+
+        # search for the typeable node at or before the line number of the
+        # type comment.
+        # if the bisection insertion point is before any nodes this is an
+        # invalid type comment which is ignored.
+        lineno, _ = start
+        idx = bisect.bisect_right(visitor.typeable_lines, lineno)
+        if idx == 0:
+            continue
+        node = visitor.typeable_nodes[visitor.typeable_lines[idx - 1]]
+        type_comments[node].append((start, text))
+
+    return type_comments
+
+
+class Checker:
+    """
+    I check the cleanliness and sanity of Python code.
+
+    @ivar _deferredFunctions: Tracking list used by L{deferFunction}.  Elements
+        of the list are two-tuples.  The first element is the callable passed
+        to L{deferFunction}.  The second element is a copy of the scope stack
+        at the time L{deferFunction} was called.
+
+    @ivar _deferredAssignments: Similar to C{_deferredFunctions}, but for
+        callables which are deferred assignment checks.
+    """
+
+    _ast_node_scope = {
+        ast.Module: ModuleScope,
+        ast.ClassDef: ClassScope,
+        ast.FunctionDef: FunctionScope,
+        ast.AsyncFunctionDef: FunctionScope,
+        ast.Lambda: FunctionScope,
+        ast.ListComp: GeneratorScope,
+        ast.SetComp: GeneratorScope,
+        ast.GeneratorExp: GeneratorScope,
+        ast.DictComp: GeneratorScope,
+    }
+
+    nodeDepth = 0
+    offset = None
+    _in_annotation = AnnotationState.NONE
+    _in_deferred = False
+
+    builtIns = set(builtin_vars).union(_MAGIC_GLOBALS)
+    _customBuiltIns = os.environ.get('PYFLAKES_BUILTINS')
+    if _customBuiltIns:
+        builtIns.update(_customBuiltIns.split(','))
+    del _customBuiltIns
+
+    # TODO: file_tokens= is required to perform checks on type comments,
+    #       eventually make this a required positional argument.  For now it
+    #       is defaulted to `()` for api compatibility.
+    def __init__(self, tree, filename='(none)', builtins=None,
+                 withDoctest='PYFLAKES_DOCTEST' in os.environ, file_tokens=()):
+        self._nodeHandlers = {}
+        self._deferredFunctions = []
+        self._deferredAssignments = []
+        self.deadScopes = []
+        self.messages = []
+        self.filename = filename
+        if builtins:
+            self.builtIns = self.builtIns.union(builtins)
+        self.withDoctest = withDoctest
+        try:
+            self.scopeStack = [Checker._ast_node_scope[type(tree)]()]
+        except KeyError:
+            raise RuntimeError('No scope implemented for the node %r' % tree)
+        self.exceptHandlers = [()]
+        self.root = tree
+        self._type_comments = _collect_type_comments(tree, file_tokens)
+        for builtin in self.builtIns:
+            self.addBinding(None, Builtin(builtin))
+        self.handleChildren(tree)
+        self._in_deferred = True
+        self.runDeferred(self._deferredFunctions)
+        # Set _deferredFunctions to None so that deferFunction will fail
+        # noisily if called after we've run through the deferred functions.
+        self._deferredFunctions = None
+        self.runDeferred(self._deferredAssignments)
+        # Set _deferredAssignments to None so that deferAssignment will fail
+        # noisily if called after we've run through the deferred assignments.
+        self._deferredAssignments = None
+        del self.scopeStack[1:]
+        self.popScope()
+        self.checkDeadScopes()
+
+    def deferFunction(self, callable):
+        """
+        Schedule a function handler to be called just before completion.
+
+        This is used for handling function bodies, which must be deferred
+        because code later in the file might modify the global scope. When
+        `callable` is called, the scope at the time this is called will be
+        restored, however it will contain any new bindings added to it.
+        """
+        self._deferredFunctions.append((callable, self.scopeStack[:], self.offset))
+
+    def deferAssignment(self, callable):
+        """
+        Schedule an assignment handler to be called just after deferred
+        function handlers.
+        """
+        self._deferredAssignments.append((callable, self.scopeStack[:], self.offset))
+
+    def runDeferred(self, deferred):
+        """
+        Run the callables in C{deferred} using their associated scope stack.
+        """
+        for handler, scope, offset in deferred:
+            self.scopeStack = scope
+            self.offset = offset
+            handler()
+
+    def _in_doctest(self):
+        return (len(self.scopeStack) >= 2 and
+                isinstance(self.scopeStack[1], DoctestScope))
+
+    @property
+    def futuresAllowed(self):
+        if not all(isinstance(scope, ModuleScope)
+                   for scope in self.scopeStack):
+            return False
+
+        return self.scope._futures_allowed
+
+    @futuresAllowed.setter
+    def futuresAllowed(self, value):
+        assert value is False
+        if isinstance(self.scope, ModuleScope):
+            self.scope._futures_allowed = False
+
+    @property
+    def annotationsFutureEnabled(self):
+        scope = self.scopeStack[0]
+        if not isinstance(scope, ModuleScope):
+            return False
+        return scope._annotations_future_enabled
+
+    @annotationsFutureEnabled.setter
+    def annotationsFutureEnabled(self, value):
+        assert value is True
+        assert isinstance(self.scope, ModuleScope)
+        self.scope._annotations_future_enabled = True
+
+    @property
+    def scope(self):
+        return self.scopeStack[-1]
+
+    def popScope(self):
+        self.deadScopes.append(self.scopeStack.pop())
+
+    def checkDeadScopes(self):
+        """
+        Look at scopes which have been fully examined and report names in them
+        which were imported but unused.
+        """
+        for scope in self.deadScopes:
+            # imports in classes are public members
+            if isinstance(scope, ClassScope):
+                continue
+
+            all_binding = scope.get('__all__')
+            if all_binding and not isinstance(all_binding, ExportBinding):
+                all_binding = None
+
+            if all_binding:
+                all_names = set(all_binding.names)
+                undefined = [
+                    name for name in all_binding.names
+                    if name not in scope
+                ]
+            else:
+                all_names = undefined = []
+
+            if undefined:
+                if not scope.importStarred and \
+                   os.path.basename(self.filename) != '__init__.py':
+                    # Look for possible mistakes in the export list
+                    for name in undefined:
+                        self.report(messages.UndefinedExport,
+                                    scope['__all__'].source, name)
+
+                # mark all import '*' as used by the undefined in __all__
+                if scope.importStarred:
+                    from_list = []
+                    for binding in scope.values():
+                        if isinstance(binding, StarImportation):
+                            binding.used = all_binding
+                            from_list.append(binding.fullName)
+                    # report * usage, with a list of possible sources
+                    from_list = ', '.join(sorted(from_list))
+                    for name in undefined:
+                        self.report(messages.ImportStarUsage,
+                                    scope['__all__'].source, name, from_list)
+
+            # Look for imported names that aren't used.
+            for value in scope.values():
+                if isinstance(value, Importation):
+                    used = value.used or value.name in all_names
+                    if not used:
+                        messg = messages.UnusedImport
+                        self.report(messg, value.source, str(value))
+                    for node in value.redefined:
+                        if isinstance(self.getParent(node), FOR_TYPES):
+                            messg = messages.ImportShadowedByLoopVar
+                        elif used:
+                            continue
+                        else:
+                            messg = messages.RedefinedWhileUnused
+                        self.report(messg, node, value.name, value.source)
+
+    def pushScope(self, scopeClass=FunctionScope):
+        self.scopeStack.append(scopeClass())
+
+    def report(self, messageClass, *args, **kwargs):
+        self.messages.append(messageClass(self.filename, *args, **kwargs))
+
+    def getParent(self, node):
+        # Lookup the first parent which is not Tuple, List or Starred
+        while True:
+            node = node._pyflakes_parent
+            if not hasattr(node, 'elts') and not hasattr(node, 'ctx'):
+                return node
+
+    def getCommonAncestor(self, lnode, rnode, stop):
+        if (
+                stop in (lnode, rnode) or
+                not (
+                    hasattr(lnode, '_pyflakes_parent') and
+                    hasattr(rnode, '_pyflakes_parent')
+                )
+        ):
+            return None
+        if lnode is rnode:
+            return lnode
+
+        if (lnode._pyflakes_depth > rnode._pyflakes_depth):
+            return self.getCommonAncestor(lnode._pyflakes_parent, rnode, stop)
+        if (lnode._pyflakes_depth < rnode._pyflakes_depth):
+            return self.getCommonAncestor(lnode, rnode._pyflakes_parent, stop)
+        return self.getCommonAncestor(
+            lnode._pyflakes_parent,
+            rnode._pyflakes_parent,
+            stop,
+        )
+
+    def descendantOf(self, node, ancestors, stop):
+        for a in ancestors:
+            if self.getCommonAncestor(node, a, stop):
+                return True
+        return False
+
+    def _getAncestor(self, node, ancestor_type):
+        parent = node
+        while True:
+            if parent is self.root:
+                return None
+            parent = self.getParent(parent)
+            if isinstance(parent, ancestor_type):
+                return parent
+
+    def getScopeNode(self, node):
+        return self._getAncestor(node, tuple(Checker._ast_node_scope.keys()))
+
+    def differentForks(self, lnode, rnode):
+        """True, if lnode and rnode are located on different forks of IF/TRY"""
+        ancestor = self.getCommonAncestor(lnode, rnode, self.root)
+        parts = getAlternatives(ancestor)
+        if parts:
+            for items in parts:
+                if self.descendantOf(lnode, items, ancestor) ^ \
+                   self.descendantOf(rnode, items, ancestor):
+                    return True
+        return False
+
+    def addBinding(self, node, value):
+        """
+        Called when a binding is altered.
+
+        - `node` is the statement responsible for the change
+        - `value` is the new value, a Binding instance
+        """
+        # assert value.source in (node, node._pyflakes_parent):
+        for scope in self.scopeStack[::-1]:
+            if value.name in scope:
+                break
+        existing = scope.get(value.name)
+
+        if (existing and not isinstance(existing, Builtin) and
+                not self.differentForks(node, existing.source)):
+
+            parent_stmt = self.getParent(value.source)
+            if isinstance(existing, Importation) and isinstance(parent_stmt, FOR_TYPES):
+                self.report(messages.ImportShadowedByLoopVar,
+                            node, value.name, existing.source)
+
+            elif scope is self.scope:
+                if (
+                        (not existing.used and value.redefines(existing)) and
+                        (value.name != '_' or isinstance(existing, Importation)) and
+                        not is_typing_overload(existing, self.scopeStack)
+                ):
+                    self.report(messages.RedefinedWhileUnused,
+                                node, value.name, existing.source)
+
+            elif isinstance(existing, Importation) and value.redefines(existing):
+                existing.redefined.append(node)
+
+        if value.name in self.scope:
+            # then assume the rebound name is used as a global or within a loop
+            value.used = self.scope[value.name].used
+
+        # don't treat annotations as assignments if there is an existing value
+        # in scope
+        if value.name not in self.scope or not isinstance(value, Annotation):
+            cur_scope_pos = -1
+            # As per PEP 572, use scope in which outermost generator is defined
+            while (
+                isinstance(value, NamedExprAssignment) and
+                isinstance(self.scopeStack[cur_scope_pos], GeneratorScope)
+            ):
+                cur_scope_pos -= 1
+            self.scopeStack[cur_scope_pos][value.name] = value
+
+    def _unknown_handler(self, node):
+        # this environment variable configures whether to error on unknown
+        # ast types.
+        #
+        # this is silent by default but the error is enabled for the pyflakes
+        # testsuite.
+        #
+        # this allows new syntax to be added to python without *requiring*
+        # changes from the pyflakes side.  but will still produce an error
+        # in the pyflakes testsuite (so more specific handling can be added if
+        # needed).
+        if os.environ.get('PYFLAKES_ERROR_UNKNOWN'):
+            raise NotImplementedError(f'Unexpected type: {type(node)}')
+        else:
+            self.handleChildren(node)
+
+    def getNodeHandler(self, node_class):
+        try:
+            return self._nodeHandlers[node_class]
+        except KeyError:
+            nodeType = node_class.__name__.upper()
+        self._nodeHandlers[node_class] = handler = getattr(
+            self, nodeType, self._unknown_handler,
+        )
+        return handler
+
+    def handleNodeLoad(self, node):
+        name = getNodeName(node)
+        if not name:
+            return
+
+        in_generators = None
+        importStarred = None
+
+        # try enclosing function scopes and global scope
+        for scope in self.scopeStack[-1::-1]:
+            if isinstance(scope, ClassScope):
+                if name == '__class__':
+                    return
+                elif in_generators is False:
+                    # only generators used in a class scope can access the
+                    # names of the class. this is skipped during the first
+                    # iteration
+                    continue
+
+            binding = scope.get(name, None)
+            if isinstance(binding, Annotation) and not self._in_postponed_annotation:
+                continue
+
+            if name == 'print' and isinstance(binding, Builtin):
+                parent = self.getParent(node)
+                if (isinstance(parent, ast.BinOp) and
+                        isinstance(parent.op, ast.RShift)):
+                    self.report(messages.InvalidPrintSyntax, node)
+
+            try:
+                scope[name].used = (self.scope, node)
+
+                # if the name of SubImportation is same as
+                # alias of other Importation and the alias
+                # is used, SubImportation also should be marked as used.
+                n = scope[name]
+                if isinstance(n, Importation) and n._has_alias():
+                    try:
+                        scope[n.fullName].used = (self.scope, node)
+                    except KeyError:
+                        pass
+            except KeyError:
+                pass
+            else:
+                return
+
+            importStarred = importStarred or scope.importStarred
+
+            if in_generators is not False:
+                in_generators = isinstance(scope, GeneratorScope)
+
+        if importStarred:
+            from_list = []
+
+            for scope in self.scopeStack[-1::-1]:
+                for binding in scope.values():
+                    if isinstance(binding, StarImportation):
+                        # mark '*' imports as used for each scope
+                        binding.used = (self.scope, node)
+                        from_list.append(binding.fullName)
+
+            # report * usage, with a list of possible sources
+            from_list = ', '.join(sorted(from_list))
+            self.report(messages.ImportStarUsage, node, name, from_list)
+            return
+
+        if name == '__path__' and os.path.basename(self.filename) == '__init__.py':
+            # the special name __path__ is valid only in packages
+            return
+
+        if name in DetectClassScopedMagic.names and isinstance(self.scope, ClassScope):
+            return
+
+        # protected with a NameError handler?
+        if 'NameError' not in self.exceptHandlers[-1]:
+            self.report(messages.UndefinedName, node, name)
+
+    def handleNodeStore(self, node):
+        name = getNodeName(node)
+        if not name:
+            return
+        # if the name hasn't already been defined in the current scope
+        if isinstance(self.scope, FunctionScope) and name not in self.scope:
+            # for each function or module scope above us
+            for scope in self.scopeStack[:-1]:
+                if not isinstance(scope, (FunctionScope, ModuleScope)):
+                    continue
+                # if the name was defined in that scope, and the name has
+                # been accessed already in the current scope, and hasn't
+                # been declared global
+                used = name in scope and scope[name].used
+                if used and used[0] is self.scope and name not in self.scope.globals:
+                    # then it's probably a mistake
+                    self.report(messages.UndefinedLocal,
+                                scope[name].used[1], name, scope[name].source)
+                    break
+
+        parent_stmt = self.getParent(node)
+        if isinstance(parent_stmt, ast.AnnAssign) and parent_stmt.value is None:
+            binding = Annotation(name, node)
+        elif isinstance(parent_stmt, (FOR_TYPES, ast.comprehension)) or (
+                parent_stmt != node._pyflakes_parent and
+                not self.isLiteralTupleUnpacking(parent_stmt)):
+            binding = Binding(name, node)
+        elif (
+                name == '__all__' and
+                isinstance(self.scope, ModuleScope) and
+                isinstance(
+                    node._pyflakes_parent,
+                    (ast.Assign, ast.AugAssign, ast.AnnAssign)
+                )
+        ):
+            binding = ExportBinding(name, node._pyflakes_parent, self.scope)
+        elif PY38_PLUS and isinstance(parent_stmt, ast.NamedExpr):
+            binding = NamedExprAssignment(name, node)
+        else:
+            binding = Assignment(name, node)
+        self.addBinding(node, binding)
+
+    def handleNodeDelete(self, node):
+
+        def on_conditional_branch():
+            """
+            Return `True` if node is part of a conditional body.
+            """
+            current = getattr(node, '_pyflakes_parent', None)
+            while current:
+                if isinstance(current, (ast.If, ast.While, ast.IfExp)):
+                    return True
+                current = getattr(current, '_pyflakes_parent', None)
+            return False
+
+        name = getNodeName(node)
+        if not name:
+            return
+
+        if on_conditional_branch():
+            # We cannot predict if this conditional branch is going to
+            # be executed.
+            return
+
+        if isinstance(self.scope, FunctionScope) and name in self.scope.globals:
+            self.scope.globals.remove(name)
+        else:
+            try:
+                del self.scope[name]
+            except KeyError:
+                self.report(messages.UndefinedName, node, name)
+
+    @contextlib.contextmanager
+    def _enter_annotation(self, ann_type=AnnotationState.BARE):
+        orig, self._in_annotation = self._in_annotation, ann_type
+        try:
+            yield
+        finally:
+            self._in_annotation = orig
+
+    @property
+    def _in_postponed_annotation(self):
+        return (
+            self._in_annotation == AnnotationState.STRING or
+            self.annotationsFutureEnabled
+        )
+
+    def _handle_type_comments(self, node):
+        for (lineno, col_offset), comment in self._type_comments.get(node, ()):
+            comment = comment.split(':', 1)[1].strip()
+            func_match = TYPE_FUNC_RE.match(comment)
+            if func_match:
+                parts = (
+                    func_match.group(1).replace('*', ''),
+                    func_match.group(2).strip(),
+                )
+            else:
+                parts = (comment,)
+
+            for part in parts:
+                self.deferFunction(functools.partial(
+                    self.handleStringAnnotation,
+                    part, DummyNode(lineno, col_offset), lineno, col_offset,
+                    messages.CommentAnnotationSyntaxError,
+                ))
+
+    def handleChildren(self, tree, omit=None):
+        self._handle_type_comments(tree)
+        for node in iter_child_nodes(tree, omit=omit):
+            self.handleNode(node, tree)
+
+    def isLiteralTupleUnpacking(self, node):
+        if isinstance(node, ast.Assign):
+            for child in node.targets + [node.value]:
+                if not hasattr(child, 'elts'):
+                    return False
+            return True
+
+    def isDocstring(self, node):
+        """
+        Determine if the given node is a docstring, as long as it is at the
+        correct place in the node tree.
+        """
+        return isinstance(node, ast.Str) or (isinstance(node, ast.Expr) and
+                                             isinstance(node.value, ast.Str))
+
+    def getDocstring(self, node):
+        if isinstance(node, ast.Expr):
+            node = node.value
+        if not isinstance(node, ast.Str):
+            return (None, None)
+
+        if PYPY or PY38_PLUS:
+            doctest_lineno = node.lineno - 1
+        else:
+            # Computed incorrectly if the docstring has backslash
+            doctest_lineno = node.lineno - node.s.count('\n') - 1
+
+        return (node.s, doctest_lineno)
+
+    def handleNode(self, node, parent):
+        if node is None:
+            return
+        if self.offset and getattr(node, 'lineno', None) is not None:
+            node.lineno += self.offset[0]
+            node.col_offset += self.offset[1]
+        if self.futuresAllowed and not (isinstance(node, ast.ImportFrom) or
+                                        self.isDocstring(node)):
+            self.futuresAllowed = False
+        self.nodeDepth += 1
+        node._pyflakes_depth = self.nodeDepth
+        node._pyflakes_parent = parent
+        try:
+            handler = self.getNodeHandler(node.__class__)
+            handler(node)
+        finally:
+            self.nodeDepth -= 1
+
+    _getDoctestExamples = doctest.DocTestParser().get_examples
+
+    def handleDoctests(self, node):
+        try:
+            (docstring, node_lineno) = self.getDocstring(node.body[0])
+            examples = docstring and self._getDoctestExamples(docstring)
+        except (ValueError, IndexError):
+            # e.g. line 6 of the docstring for <string> has inconsistent
+            # leading whitespace: ...
+            return
+        if not examples:
+            return
+
+        # Place doctest in module scope
+        saved_stack = self.scopeStack
+        self.scopeStack = [self.scopeStack[0]]
+        node_offset = self.offset or (0, 0)
+        self.pushScope(DoctestScope)
+        if '_' not in self.scopeStack[0]:
+            self.addBinding(None, Builtin('_'))
+        for example in examples:
+            try:
+                tree = ast.parse(example.source, "<doctest>")
+            except SyntaxError as e:
+                position = (node_lineno + example.lineno + e.lineno,
+                            example.indent + 4 + (e.offset or 0))
+                self.report(messages.DoctestSyntaxError, node, position)
+            else:
+                self.offset = (node_offset[0] + node_lineno + example.lineno,
+                               node_offset[1] + example.indent + 4)
+                self.handleChildren(tree)
+                self.offset = node_offset
+        self.popScope()
+        self.scopeStack = saved_stack
+
+    @in_string_annotation
+    def handleStringAnnotation(self, s, node, ref_lineno, ref_col_offset, err):
+        try:
+            tree = ast.parse(s)
+        except SyntaxError:
+            self.report(err, node, s)
+            return
+
+        body = tree.body
+        if len(body) != 1 or not isinstance(body[0], ast.Expr):
+            self.report(err, node, s)
+            return
+
+        parsed_annotation = tree.body[0].value
+        for descendant in ast.walk(parsed_annotation):
+            if (
+                    'lineno' in descendant._attributes and
+                    'col_offset' in descendant._attributes
+            ):
+                descendant.lineno = ref_lineno
+                descendant.col_offset = ref_col_offset
+
+        self.handleNode(parsed_annotation, node)
+
+    @in_annotation
+    def handleAnnotation(self, annotation, node):
+        if isinstance(annotation, ast.Str):
+            # Defer handling forward annotation.
+            self.deferFunction(functools.partial(
+                self.handleStringAnnotation,
+                annotation.s,
+                node,
+                annotation.lineno,
+                annotation.col_offset,
+                messages.ForwardAnnotationSyntaxError,
+            ))
+        elif self.annotationsFutureEnabled:
+            fn = in_annotation(Checker.handleNode)
+            self.deferFunction(lambda: fn(self, annotation, node))
+        else:
+            self.handleNode(annotation, node)
+
+    def ignore(self, node):
+        pass
+
+    # "stmt" type nodes
+    DELETE = FOR = ASYNCFOR = WHILE = WITH = WITHITEM = ASYNCWITH = \
+        EXPR = ASSIGN = handleChildren
+
+    PASS = ignore
+
+    # "expr" type nodes
+    BOOLOP = UNARYOP = SET = ATTRIBUTE = STARRED = NAMECONSTANT = \
+        NAMEDEXPR = handleChildren
+
+    def SUBSCRIPT(self, node):
+        if _is_name_or_attr(node.value, 'Literal'):
+            with self._enter_annotation(AnnotationState.NONE):
+                self.handleChildren(node)
+        elif _is_name_or_attr(node.value, 'Annotated'):
+            self.handleNode(node.value, node)
+
+            # py39+
+            if isinstance(node.slice, ast.Tuple):
+                slice_tuple = node.slice
+            # <py39
+            elif (
+                    isinstance(node.slice, ast.Index) and
+                    isinstance(node.slice.value, ast.Tuple)
+            ):
+                slice_tuple = node.slice.value
+            else:
+                slice_tuple = None
+
+            # not a multi-arg `Annotated`
+            if slice_tuple is None or len(slice_tuple.elts) < 2:
+                self.handleNode(node.slice, node)
+            else:
+                # the first argument is the type
+                self.handleNode(slice_tuple.elts[0], node)
+                # the rest of the arguments are not
+                with self._enter_annotation(AnnotationState.NONE):
+                    for arg in slice_tuple.elts[1:]:
+                        self.handleNode(arg, node)
+
+            self.handleNode(node.ctx, node)
+        else:
+            if _is_any_typing_member(node.value, self.scopeStack):
+                with self._enter_annotation():
+                    self.handleChildren(node)
+            else:
+                self.handleChildren(node)
+
+    def _handle_string_dot_format(self, node):
+        try:
+            placeholders = tuple(parse_format_string(node.func.value.s))
+        except ValueError as e:
+            self.report(messages.StringDotFormatInvalidFormat, node, e)
+            return
+
+        auto = None
+        next_auto = 0
+
+        placeholder_positional = set()
+        placeholder_named = set()
+
+        def _add_key(fmtkey):
+            """Returns True if there is an error which should early-exit"""
+            nonlocal auto, next_auto
+
+            if fmtkey is None:  # end of string or `{` / `}` escapes
+                return False
+
+            # attributes / indices are allowed in `.format(...)`
+            fmtkey, _, _ = fmtkey.partition('.')
+            fmtkey, _, _ = fmtkey.partition('[')
+
+            try:
+                fmtkey = int(fmtkey)
+            except ValueError:
+                pass
+            else:  # fmtkey was an integer
+                if auto is True:
+                    self.report(messages.StringDotFormatMixingAutomatic, node)
+                    return True
+                else:
+                    auto = False
+
+            if fmtkey == '':
+                if auto is False:
+                    self.report(messages.StringDotFormatMixingAutomatic, node)
+                    return True
+                else:
+                    auto = True
+
+                fmtkey = next_auto
+                next_auto += 1
+
+            if isinstance(fmtkey, int):
+                placeholder_positional.add(fmtkey)
+            else:
+                placeholder_named.add(fmtkey)
+
+            return False
+
+        for _, fmtkey, spec, _ in placeholders:
+            if _add_key(fmtkey):
+                return
+
+            # spec can also contain format specifiers
+            if spec is not None:
+                try:
+                    spec_placeholders = tuple(parse_format_string(spec))
+                except ValueError as e:
+                    self.report(messages.StringDotFormatInvalidFormat, node, e)
+                    return
+
+                for _, spec_fmtkey, spec_spec, _ in spec_placeholders:
+                    # can't recurse again
+                    if spec_spec is not None and '{' in spec_spec:
+                        self.report(
+                            messages.StringDotFormatInvalidFormat,
+                            node,
+                            'Max string recursion exceeded',
+                        )
+                        return
+                    if _add_key(spec_fmtkey):
+                        return
+
+        # bail early if there is *args or **kwargs
+        if (
+                # *args
+                any(isinstance(arg, ast.Starred) for arg in node.args) or
+                # **kwargs
+                any(kwd.arg is None for kwd in node.keywords)
+        ):
+            return
+
+        substitution_positional = set(range(len(node.args)))
+        substitution_named = {kwd.arg for kwd in node.keywords}
+
+        extra_positional = substitution_positional - placeholder_positional
+        extra_named = substitution_named - placeholder_named
+
+        missing_arguments = (
+            (placeholder_positional | placeholder_named) -
+            (substitution_positional | substitution_named)
+        )
+
+        if extra_positional:
+            self.report(
+                messages.StringDotFormatExtraPositionalArguments,
+                node,
+                ', '.join(sorted(str(x) for x in extra_positional)),
+            )
+        if extra_named:
+            self.report(
+                messages.StringDotFormatExtraNamedArguments,
+                node,
+                ', '.join(sorted(extra_named)),
+            )
+        if missing_arguments:
+            self.report(
+                messages.StringDotFormatMissingArgument,
+                node,
+                ', '.join(sorted(str(x) for x in missing_arguments)),
+            )
+
+    def CALL(self, node):
+        if (
+                isinstance(node.func, ast.Attribute) and
+                isinstance(node.func.value, ast.Str) and
+                node.func.attr == 'format'
+        ):
+            self._handle_string_dot_format(node)
+
+        omit = []
+        annotated = []
+        not_annotated = []
+
+        if (
+            _is_typing(node.func, 'cast', self.scopeStack) and
+            len(node.args) >= 1
+        ):
+            with self._enter_annotation():
+                self.handleNode(node.args[0], node)
+
+        elif _is_typing(node.func, 'TypeVar', self.scopeStack):
+
+            # TypeVar("T", "int", "str")
+            omit += ["args"]
+            annotated += [arg for arg in node.args[1:]]
+
+            # TypeVar("T", bound="str")
+            omit += ["keywords"]
+            annotated += [k.value for k in node.keywords if k.arg == "bound"]
+            not_annotated += [
+                (k, ["value"] if k.arg == "bound" else None)
+                for k in node.keywords
+            ]
+
+        elif _is_typing(node.func, "TypedDict", self.scopeStack):
+            # TypedDict("a", {"a": int})
+            if len(node.args) > 1 and isinstance(node.args[1], ast.Dict):
+                omit += ["args"]
+                annotated += node.args[1].values
+                not_annotated += [
+                    (arg, ["values"] if i == 1 else None)
+                    for i, arg in enumerate(node.args)
+                ]
+
+            # TypedDict("a", a=int)
+            omit += ["keywords"]
+            annotated += [k.value for k in node.keywords]
+            not_annotated += [(k, ["value"]) for k in node.keywords]
+
+        elif _is_typing(node.func, "NamedTuple", self.scopeStack):
+            # NamedTuple("a", [("a", int)])
+            if (
+                len(node.args) > 1 and
+                isinstance(node.args[1], (ast.Tuple, ast.List)) and
+                all(isinstance(x, (ast.Tuple, ast.List)) and
+                    len(x.elts) == 2 for x in node.args[1].elts)
+            ):
+                omit += ["args"]
+                annotated += [elt.elts[1] for elt in node.args[1].elts]
+                not_annotated += [(elt.elts[0], None) for elt in node.args[1].elts]
+                not_annotated += [
+                    (arg, ["elts"] if i == 1 else None)
+                    for i, arg in enumerate(node.args)
+                ]
+                not_annotated += [(elt, "elts") for elt in node.args[1].elts]
+
+            # NamedTuple("a", a=int)
+            omit += ["keywords"]
+            annotated += [k.value for k in node.keywords]
+            not_annotated += [(k, ["value"]) for k in node.keywords]
+
+        if omit:
+            with self._enter_annotation(AnnotationState.NONE):
+                for na_node, na_omit in not_annotated:
+                    self.handleChildren(na_node, omit=na_omit)
+                self.handleChildren(node, omit=omit)
+
+            with self._enter_annotation():
+                for annotated_node in annotated:
+                    self.handleNode(annotated_node, node)
+        else:
+            self.handleChildren(node)
+
+    def _handle_percent_format(self, node):
+        try:
+            placeholders = parse_percent_format(node.left.s)
+        except ValueError:
+            self.report(
+                messages.PercentFormatInvalidFormat,
+                node,
+                'incomplete format',
+            )
+            return
+
+        named = set()
+        positional_count = 0
+        positional = None
+        for _, placeholder in placeholders:
+            if placeholder is None:
+                continue
+            name, _, width, precision, conversion = placeholder
+
+            if conversion == '%':
+                continue
+
+            if conversion not in VALID_CONVERSIONS:
+                self.report(
+                    messages.PercentFormatUnsupportedFormatCharacter,
+                    node,
+                    conversion,
+                )
+
+            if positional is None and conversion:
+                positional = name is None
+
+            for part in (width, precision):
+                if part is not None and '*' in part:
+                    if not positional:
+                        self.report(
+                            messages.PercentFormatStarRequiresSequence,
+                            node,
+                        )
+                    else:
+                        positional_count += 1
+
+            if positional and name is not None:
+                self.report(
+                    messages.PercentFormatMixedPositionalAndNamed,
+                    node,
+                )
+                return
+            elif not positional and name is None:
+                self.report(
+                    messages.PercentFormatMixedPositionalAndNamed,
+                    node,
+                )
+                return
+
+            if positional:
+                positional_count += 1
+            else:
+                named.add(name)
+
+        if (
+                isinstance(node.right, (ast.List, ast.Tuple)) and
+                # does not have any *splats (py35+ feature)
+                not any(
+                    isinstance(elt, ast.Starred)
+                    for elt in node.right.elts
+                )
+        ):
+            substitution_count = len(node.right.elts)
+            if positional and positional_count != substitution_count:
+                self.report(
+                    messages.PercentFormatPositionalCountMismatch,
+                    node,
+                    positional_count,
+                    substitution_count,
+                )
+            elif not positional:
+                self.report(messages.PercentFormatExpectedMapping, node)
+
+        if (
+                isinstance(node.right, ast.Dict) and
+                all(isinstance(k, ast.Str) for k in node.right.keys)
+        ):
+            if positional and positional_count > 1:
+                self.report(messages.PercentFormatExpectedSequence, node)
+                return
+
+            substitution_keys = {k.s for k in node.right.keys}
+            extra_keys = substitution_keys - named
+            missing_keys = named - substitution_keys
+            if not positional and extra_keys:
+                self.report(
+                    messages.PercentFormatExtraNamedArguments,
+                    node,
+                    ', '.join(sorted(extra_keys)),
+                )
+            if not positional and missing_keys:
+                self.report(
+                    messages.PercentFormatMissingArgument,
+                    node,
+                    ', '.join(sorted(missing_keys)),
+                )
+
+    def BINOP(self, node):
+        if (
+                isinstance(node.op, ast.Mod) and
+                isinstance(node.left, ast.Str)
+        ):
+            self._handle_percent_format(node)
+        self.handleChildren(node)
+
+    def STR(self, node):
+        if self._in_annotation:
+            fn = functools.partial(
+                self.handleStringAnnotation,
+                node.s,
+                node,
+                node.lineno,
+                node.col_offset,
+                messages.ForwardAnnotationSyntaxError,
+            )
+            if self._in_deferred:
+                fn()
+            else:
+                self.deferFunction(fn)
+
+    if PY38_PLUS:
+        def CONSTANT(self, node):
+            if isinstance(node.value, str):
+                return self.STR(node)
+    else:
+        NUM = BYTES = ELLIPSIS = CONSTANT = ignore
+
+    # "slice" type nodes
+    SLICE = EXTSLICE = INDEX = handleChildren
+
+    # expression contexts are node instances too, though being constants
+    LOAD = STORE = DEL = AUGLOAD = AUGSTORE = PARAM = ignore
+
+    # same for operators
+    AND = OR = ADD = SUB = MULT = DIV = MOD = POW = LSHIFT = RSHIFT = \
+        BITOR = BITXOR = BITAND = FLOORDIV = INVERT = NOT = UADD = USUB = \
+        EQ = NOTEQ = LT = LTE = GT = GTE = IS = ISNOT = IN = NOTIN = \
+        MATMULT = ignore
+
+    def RAISE(self, node):
+        self.handleChildren(node)
+
+        arg = node.exc
+
+        if isinstance(arg, ast.Call):
+            if is_notimplemented_name_node(arg.func):
+                # Handle "raise NotImplemented(...)"
+                self.report(messages.RaiseNotImplemented, node)
+        elif is_notimplemented_name_node(arg):
+            # Handle "raise NotImplemented"
+            self.report(messages.RaiseNotImplemented, node)
+
+    # additional node types
+    COMPREHENSION = KEYWORD = FORMATTEDVALUE = handleChildren
+
+    _in_fstring = False
+
+    def JOINEDSTR(self, node):
+        if (
+                # the conversion / etc. flags are parsed as f-strings without
+                # placeholders
+                not self._in_fstring and
+                not any(isinstance(x, ast.FormattedValue) for x in node.values)
+        ):
+            self.report(messages.FStringMissingPlaceholders, node)
+
+        self._in_fstring, orig = True, self._in_fstring
+        try:
+            self.handleChildren(node)
+        finally:
+            self._in_fstring = orig
+
+    def DICT(self, node):
+        # Complain if there are duplicate keys with different values
+        # If they have the same value it's not going to cause potentially
+        # unexpected behaviour so we'll not complain.
+        keys = [
+            convert_to_value(key) for key in node.keys
+        ]
+
+        key_counts = counter(keys)
+        duplicate_keys = [
+            key for key, count in key_counts.items()
+            if count > 1
+        ]
+
+        for key in duplicate_keys:
+            key_indices = [i for i, i_key in enumerate(keys) if i_key == key]
+
+            values = counter(
+                convert_to_value(node.values[index])
+                for index in key_indices
+            )
+            if any(count == 1 for value, count in values.items()):
+                for key_index in key_indices:
+                    key_node = node.keys[key_index]
+                    if isinstance(key, VariableKey):
+                        self.report(messages.MultiValueRepeatedKeyVariable,
+                                    key_node,
+                                    key.name)
+                    else:
+                        self.report(
+                            messages.MultiValueRepeatedKeyLiteral,
+                            key_node,
+                            key,
+                        )
+        self.handleChildren(node)
+
+    def IF(self, node):
+        if isinstance(node.test, ast.Tuple) and node.test.elts != []:
+            self.report(messages.IfTuple, node)
+        self.handleChildren(node)
+
+    IFEXP = IF
+
+    def ASSERT(self, node):
+        if isinstance(node.test, ast.Tuple) and node.test.elts != []:
+            self.report(messages.AssertTuple, node)
+        self.handleChildren(node)
+
+    def GLOBAL(self, node):
+        """
+        Keep track of globals declarations.
+        """
+        global_scope_index = 1 if self._in_doctest() else 0
+        global_scope = self.scopeStack[global_scope_index]
+
+        # Ignore 'global' statement in global scope.
+        if self.scope is not global_scope:
+
+            # One 'global' statement can bind multiple (comma-delimited) names.
+            for node_name in node.names:
+                node_value = Assignment(node_name, node)
+
+                # Remove UndefinedName messages already reported for this name.
+                # TODO: if the global is not used in this scope, it does not
+                # become a globally defined name.  See test_unused_global.
+                self.messages = [
+                    m for m in self.messages if not
+                    isinstance(m, messages.UndefinedName) or
+                    m.message_args[0] != node_name]
+
+                # Bind name to global scope if it doesn't exist already.
+                global_scope.setdefault(node_name, node_value)
+
+                # Bind name to non-global scopes, but as already "used".
+                node_value.used = (global_scope, node)
+                for scope in self.scopeStack[global_scope_index + 1:]:
+                    scope[node_name] = node_value
+
+    NONLOCAL = GLOBAL
+
+    def GENERATOREXP(self, node):
+        self.pushScope(GeneratorScope)
+        self.handleChildren(node)
+        self.popScope()
+
+    LISTCOMP = DICTCOMP = SETCOMP = GENERATOREXP
+
+    def NAME(self, node):
+        """
+        Handle occurrence of Name (which can be a load/store/delete access.)
+        """
+        # Locate the name in locals / function / globals scopes.
+        if isinstance(node.ctx, ast.Load):
+            self.handleNodeLoad(node)
+            if (node.id == 'locals' and isinstance(self.scope, FunctionScope) and
+                    isinstance(node._pyflakes_parent, ast.Call)):
+                # we are doing locals() call in current scope
+                self.scope.usesLocals = True
+        elif isinstance(node.ctx, ast.Store):
+            self.handleNodeStore(node)
+        elif isinstance(node.ctx, ast.Del):
+            self.handleNodeDelete(node)
+        else:
+            # Unknown context
+            raise RuntimeError(f"Got impossible expression context: {node.ctx!r}")
+
+    def CONTINUE(self, node):
+        # Walk the tree up until we see a loop (OK), a function or class
+        # definition (not OK), for 'continue', a finally block (not OK), or
+        # the top module scope (not OK)
+        n = node
+        while hasattr(n, '_pyflakes_parent'):
+            n, n_child = n._pyflakes_parent, n
+            if isinstance(n, (ast.While, ast.For, ast.AsyncFor)):
+                # Doesn't apply unless it's in the loop itself
+                if n_child not in n.orelse:
+                    return
+            if isinstance(n, (ast.FunctionDef, ast.ClassDef)):
+                break
+            # Handle Try/TryFinally difference in Python < and >= 3.3
+            if hasattr(n, 'finalbody') and isinstance(node, ast.Continue):
+                if n_child in n.finalbody and not PY38_PLUS:
+                    self.report(messages.ContinueInFinally, node)
+                    return
+        if isinstance(node, ast.Continue):
+            self.report(messages.ContinueOutsideLoop, node)
+        else:  # ast.Break
+            self.report(messages.BreakOutsideLoop, node)
+
+    BREAK = CONTINUE
+
+    def RETURN(self, node):
+        if isinstance(self.scope, (ClassScope, ModuleScope)):
+            self.report(messages.ReturnOutsideFunction, node)
+            return
+
+        if (
+            node.value and
+            hasattr(self.scope, 'returnValue') and
+            not self.scope.returnValue
+        ):
+            self.scope.returnValue = node.value
+        self.handleNode(node.value, node)
+
+    def YIELD(self, node):
+        if isinstance(self.scope, (ClassScope, ModuleScope)):
+            self.report(messages.YieldOutsideFunction, node)
+            return
+
+        self.scope.isGenerator = True
+        self.handleNode(node.value, node)
+
+    AWAIT = YIELDFROM = YIELD
+
+    def FUNCTIONDEF(self, node):
+        for deco in node.decorator_list:
+            self.handleNode(deco, node)
+        self.LAMBDA(node)
+        self.addBinding(node, FunctionDefinition(node.name, node))
+        # doctest does not process doctest within a doctest,
+        # or in nested functions.
+        if (self.withDoctest and
+                not self._in_doctest() and
+                not isinstance(self.scope, FunctionScope)):
+            self.deferFunction(lambda: self.handleDoctests(node))
+
+    ASYNCFUNCTIONDEF = FUNCTIONDEF
+
+    def LAMBDA(self, node):
+        args = []
+        annotations = []
+
+        if PY38_PLUS:
+            for arg in node.args.posonlyargs:
+                args.append(arg.arg)
+                annotations.append(arg.annotation)
+        for arg in node.args.args + node.args.kwonlyargs:
+            args.append(arg.arg)
+            annotations.append(arg.annotation)
+        defaults = node.args.defaults + node.args.kw_defaults
+
+        has_annotations = not isinstance(node, ast.Lambda)
+
+        for arg_name in ('vararg', 'kwarg'):
+            wildcard = getattr(node.args, arg_name)
+            if not wildcard:
+                continue
+            args.append(wildcard.arg)
+            if has_annotations:
+                annotations.append(wildcard.annotation)
+
+        if has_annotations:
+            annotations.append(node.returns)
+
+        if len(set(args)) < len(args):
+            for (idx, arg) in enumerate(args):
+                if arg in args[:idx]:
+                    self.report(messages.DuplicateArgument, node, arg)
+
+        for annotation in annotations:
+            self.handleAnnotation(annotation, node)
+
+        for default in defaults:
+            self.handleNode(default, node)
+
+        def runFunction():
+
+            self.pushScope()
+
+            self.handleChildren(node, omit=['decorator_list', 'returns'])
+
+            def checkUnusedAssignments():
+                """
+                Check to see if any assignments have not been used.
+                """
+                for name, binding in self.scope.unusedAssignments():
+                    self.report(messages.UnusedVariable, binding.source, name)
+            self.deferAssignment(checkUnusedAssignments)
+
+            self.popScope()
+
+        self.deferFunction(runFunction)
+
+    def ARGUMENTS(self, node):
+        self.handleChildren(node, omit=('defaults', 'kw_defaults'))
+
+    def ARG(self, node):
+        self.addBinding(node, Argument(node.arg, self.getScopeNode(node)))
+
+    def CLASSDEF(self, node):
+        """
+        Check names used in a class definition, including its decorators, base
+        classes, and the body of its definition.  Additionally, add its name to
+        the current scope.
+        """
+        for deco in node.decorator_list:
+            self.handleNode(deco, node)
+        for baseNode in node.bases:
+            self.handleNode(baseNode, node)
+        for keywordNode in node.keywords:
+            self.handleNode(keywordNode, node)
+        self.pushScope(ClassScope)
+        # doctest does not process doctest within a doctest
+        # classes within classes are processed.
+        if (self.withDoctest and
+                not self._in_doctest() and
+                not isinstance(self.scope, FunctionScope)):
+            self.deferFunction(lambda: self.handleDoctests(node))
+        for stmt in node.body:
+            self.handleNode(stmt, node)
+        self.popScope()
+        self.addBinding(node, ClassDefinition(node.name, node))
+
+    def AUGASSIGN(self, node):
+        self.handleNodeLoad(node.target)
+        self.handleNode(node.value, node)
+        self.handleNode(node.target, node)
+
+    def TUPLE(self, node):
+        if isinstance(node.ctx, ast.Store):
+            # Python 3 advanced tuple unpacking: a, *b, c = d.
+            # Only one starred expression is allowed, and no more than 1<<8
+            # assignments are allowed before a stared expression. There is
+            # also a limit of 1<<24 expressions after the starred expression,
+            # which is impossible to test due to memory restrictions, but we
+            # add it here anyway
+            has_starred = False
+            star_loc = -1
+            for i, n in enumerate(node.elts):
+                if isinstance(n, ast.Starred):
+                    if has_starred:
+                        self.report(messages.TwoStarredExpressions, node)
+                        # The SyntaxError doesn't distinguish two from more
+                        # than two.
+                        break
+                    has_starred = True
+                    star_loc = i
+            if star_loc >= 1 << 8 or len(node.elts) - star_loc - 1 >= 1 << 24:
+                self.report(messages.TooManyExpressionsInStarredAssignment, node)
+        self.handleChildren(node)
+
+    LIST = TUPLE
+
+    def IMPORT(self, node):
+        for alias in node.names:
+            if '.' in alias.name and not alias.asname:
+                importation = SubmoduleImportation(alias.name, node)
+            else:
+                name = alias.asname or alias.name
+                importation = Importation(name, node, alias.name)
+            self.addBinding(node, importation)
+
+    def IMPORTFROM(self, node):
+        if node.module == '__future__':
+            if not self.futuresAllowed:
+                self.report(messages.LateFutureImport, node)
+        else:
+            self.futuresAllowed = False
+
+        module = ('.' * node.level) + (node.module or '')
+
+        for alias in node.names:
+            name = alias.asname or alias.name
+            if node.module == '__future__':
+                importation = FutureImportation(name, node, self.scope)
+                if alias.name not in __future__.all_feature_names:
+                    self.report(messages.FutureFeatureNotDefined,
+                                node, alias.name)
+                if alias.name == 'annotations':
+                    self.annotationsFutureEnabled = True
+            elif alias.name == '*':
+                if not isinstance(self.scope, ModuleScope):
+                    self.report(messages.ImportStarNotPermitted,
+                                node, module)
+                    continue
+
+                self.scope.importStarred = True
+                self.report(messages.ImportStarUsed, node, module)
+                importation = StarImportation(module, node)
+            else:
+                importation = ImportationFrom(name, node,
+                                              module, alias.name)
+            self.addBinding(node, importation)
+
+    def TRY(self, node):
+        handler_names = []
+        # List the exception handlers
+        for i, handler in enumerate(node.handlers):
+            if isinstance(handler.type, ast.Tuple):
+                for exc_type in handler.type.elts:
+                    handler_names.append(getNodeName(exc_type))
+            elif handler.type:
+                handler_names.append(getNodeName(handler.type))
+
+            if handler.type is None and i < len(node.handlers) - 1:
+                self.report(messages.DefaultExceptNotLast, handler)
+        # Memorize the except handlers and process the body
+        self.exceptHandlers.append(handler_names)
+        for child in node.body:
+            self.handleNode(child, node)
+        self.exceptHandlers.pop()
+        # Process the other nodes: "except:", "else:", "finally:"
+        self.handleChildren(node, omit='body')
+
+    TRYSTAR = TRY
+
+    def EXCEPTHANDLER(self, node):
+        if node.name is None:
+            self.handleChildren(node)
+            return
+
+        # If the name already exists in the scope, modify state of existing
+        # binding.
+        if node.name in self.scope:
+            self.handleNodeStore(node)
+
+        # 3.x: the name of the exception, which is not a Name node, but a
+        # simple string, creates a local that is only bound within the scope of
+        # the except: block. As such, temporarily remove the existing binding
+        # to more accurately determine if the name is used in the except:
+        # block.
+
+        try:
+            prev_definition = self.scope.pop(node.name)
+        except KeyError:
+            prev_definition = None
+
+        self.handleNodeStore(node)
+        self.handleChildren(node)
+
+        # See discussion on https://github.com/PyCQA/pyflakes/pull/59
+
+        # We're removing the local name since it's being unbound after leaving
+        # the except: block and it's always unbound if the except: block is
+        # never entered. This will cause an "undefined name" error raised if
+        # the checked code tries to use the name afterwards.
+        #
+        # Unless it's been removed already. Then do nothing.
+
+        try:
+            binding = self.scope.pop(node.name)
+        except KeyError:
+            pass
+        else:
+            if not binding.used:
+                self.report(messages.UnusedVariable, node, node.name)
+
+        # Restore.
+        if prev_definition:
+            self.scope[node.name] = prev_definition
+
+    def ANNASSIGN(self, node):
+        self.handleNode(node.target, node)
+        self.handleAnnotation(node.annotation, node)
+        # If the assignment has value, handle the *value* now.
+        if node.value:
+            # If the annotation is `TypeAlias`, handle the *value* as an annotation.
+            if _is_typing(node.annotation, 'TypeAlias', self.scopeStack):
+                self.handleAnnotation(node.value, node)
+            else:
+                self.handleNode(node.value, node)
+
+    def COMPARE(self, node):
+        left = node.left
+        for op, right in zip(node.ops, node.comparators):
+            if (
+                    isinstance(op, (ast.Is, ast.IsNot)) and (
+                        _is_const_non_singleton(left) or
+                        _is_const_non_singleton(right)
+                    )
+            ):
+                self.report(messages.IsLiteral, node)
+            left = right
+
+        self.handleChildren(node)
+
+    MATCH = MATCH_CASE = MATCHCLASS = MATCHOR = MATCHSEQUENCE = handleChildren
+    MATCHSINGLETON = MATCHVALUE = handleChildren
+
+    def _match_target(self, node):
+        self.handleNodeStore(node)
+        self.handleChildren(node)
+
+    MATCHAS = MATCHMAPPING = MATCHSTAR = _match_target
diff --git a/venv/lib/python3.8/site-packages/pyflakes/messages.py b/venv/lib/python3.8/site-packages/pyflakes/messages.py
new file mode 100644
index 0000000..2d08112
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/messages.py
@@ -0,0 +1,356 @@
+"""
+Provide the class Message and its subclasses.
+"""
+
+
+class Message:
+    message = ''
+    message_args = ()
+
+    def __init__(self, filename, loc):
+        self.filename = filename
+        self.lineno = loc.lineno
+        self.col = loc.col_offset
+
+    def __str__(self):
+        return '{}:{}:{}: {}'.format(self.filename, self.lineno, self.col+1,
+                                     self.message % self.message_args)
+
+
+class UnusedImport(Message):
+    message = '%r imported but unused'
+
+    def __init__(self, filename, loc, name):
+        Message.__init__(self, filename, loc)
+        self.message_args = (name,)
+
+
+class RedefinedWhileUnused(Message):
+    message = 'redefinition of unused %r from line %r'
+
+    def __init__(self, filename, loc, name, orig_loc):
+        Message.__init__(self, filename, loc)
+        self.message_args = (name, orig_loc.lineno)
+
+
+class ImportShadowedByLoopVar(Message):
+    message = 'import %r from line %r shadowed by loop variable'
+
+    def __init__(self, filename, loc, name, orig_loc):
+        Message.__init__(self, filename, loc)
+        self.message_args = (name, orig_loc.lineno)
+
+
+class ImportStarNotPermitted(Message):
+    message = "'from %s import *' only allowed at module level"
+
+    def __init__(self, filename, loc, modname):
+        Message.__init__(self, filename, loc)
+        self.message_args = (modname,)
+
+
+class ImportStarUsed(Message):
+    message = "'from %s import *' used; unable to detect undefined names"
+
+    def __init__(self, filename, loc, modname):
+        Message.__init__(self, filename, loc)
+        self.message_args = (modname,)
+
+
+class ImportStarUsage(Message):
+    message = "%r may be undefined, or defined from star imports: %s"
+
+    def __init__(self, filename, loc, name, from_list):
+        Message.__init__(self, filename, loc)
+        self.message_args = (name, from_list)
+
+
+class UndefinedName(Message):
+    message = 'undefined name %r'
+
+    def __init__(self, filename, loc, name):
+        Message.__init__(self, filename, loc)
+        self.message_args = (name,)
+
+
+class DoctestSyntaxError(Message):
+    message = 'syntax error in doctest'
+
+    def __init__(self, filename, loc, position=None):
+        Message.__init__(self, filename, loc)
+        if position:
+            (self.lineno, self.col) = position
+        self.message_args = ()
+
+
+class UndefinedExport(Message):
+    message = 'undefined name %r in __all__'
+
+    def __init__(self, filename, loc, name):
+        Message.__init__(self, filename, loc)
+        self.message_args = (name,)
+
+
+class UndefinedLocal(Message):
+    message = 'local variable %r {0} referenced before assignment'
+
+    default = 'defined in enclosing scope on line %r'
+    builtin = 'defined as a builtin'
+
+    def __init__(self, filename, loc, name, orig_loc):
+        Message.__init__(self, filename, loc)
+        if orig_loc is None:
+            self.message = self.message.format(self.builtin)
+            self.message_args = name
+        else:
+            self.message = self.message.format(self.default)
+            self.message_args = (name, orig_loc.lineno)
+
+
+class DuplicateArgument(Message):
+    message = 'duplicate argument %r in function definition'
+
+    def __init__(self, filename, loc, name):
+        Message.__init__(self, filename, loc)
+        self.message_args = (name,)
+
+
+class MultiValueRepeatedKeyLiteral(Message):
+    message = 'dictionary key %r repeated with different values'
+
+    def __init__(self, filename, loc, key):
+        Message.__init__(self, filename, loc)
+        self.message_args = (key,)
+
+
+class MultiValueRepeatedKeyVariable(Message):
+    message = 'dictionary key variable %s repeated with different values'
+
+    def __init__(self, filename, loc, key):
+        Message.__init__(self, filename, loc)
+        self.message_args = (key,)
+
+
+class LateFutureImport(Message):
+    message = 'from __future__ imports must occur at the beginning of the file'
+
+    def __init__(self, filename, loc):
+        Message.__init__(self, filename, loc)
+        self.message_args = ()
+
+
+class FutureFeatureNotDefined(Message):
+    """An undefined __future__ feature name was imported."""
+    message = 'future feature %s is not defined'
+
+    def __init__(self, filename, loc, name):
+        Message.__init__(self, filename, loc)
+        self.message_args = (name,)
+
+
+class UnusedVariable(Message):
+    """
+    Indicates that a variable has been explicitly assigned to but not actually
+    used.
+    """
+    message = 'local variable %r is assigned to but never used'
+
+    def __init__(self, filename, loc, names):
+        Message.__init__(self, filename, loc)
+        self.message_args = (names,)
+
+
+class ReturnOutsideFunction(Message):
+    """
+    Indicates a return statement outside of a function/method.
+    """
+    message = '\'return\' outside function'
+
+
+class YieldOutsideFunction(Message):
+    """
+    Indicates a yield or yield from statement outside of a function/method.
+    """
+    message = '\'yield\' outside function'
+
+
+# For whatever reason, Python gives different error messages for these two. We
+# match the Python error message exactly.
+class ContinueOutsideLoop(Message):
+    """
+    Indicates a continue statement outside of a while or for loop.
+    """
+    message = '\'continue\' not properly in loop'
+
+
+class BreakOutsideLoop(Message):
+    """
+    Indicates a break statement outside of a while or for loop.
+    """
+    message = '\'break\' outside loop'
+
+
+class ContinueInFinally(Message):
+    """
+    Indicates a continue statement in a finally block in a while or for loop.
+    """
+    message = '\'continue\' not supported inside \'finally\' clause'
+
+
+class DefaultExceptNotLast(Message):
+    """
+    Indicates an except: block as not the last exception handler.
+    """
+    message = 'default \'except:\' must be last'
+
+
+class TwoStarredExpressions(Message):
+    """
+    Two or more starred expressions in an assignment (a, *b, *c = d).
+    """
+    message = 'two starred expressions in assignment'
+
+
+class TooManyExpressionsInStarredAssignment(Message):
+    """
+    Too many expressions in an assignment with star-unpacking
+    """
+    message = 'too many expressions in star-unpacking assignment'
+
+
+class IfTuple(Message):
+    """
+    Conditional test is a non-empty tuple literal, which are always True.
+    """
+    message = '\'if tuple literal\' is always true, perhaps remove accidental comma?'
+
+
+class AssertTuple(Message):
+    """
+    Assertion test is a non-empty tuple literal, which are always True.
+    """
+    message = 'assertion is always true, perhaps remove parentheses?'
+
+
+class ForwardAnnotationSyntaxError(Message):
+    message = 'syntax error in forward annotation %r'
+
+    def __init__(self, filename, loc, annotation):
+        Message.__init__(self, filename, loc)
+        self.message_args = (annotation,)
+
+
+class CommentAnnotationSyntaxError(Message):
+    message = 'syntax error in type comment %r'
+
+    def __init__(self, filename, loc, annotation):
+        Message.__init__(self, filename, loc)
+        self.message_args = (annotation,)
+
+
+class RaiseNotImplemented(Message):
+    message = "'raise NotImplemented' should be 'raise NotImplementedError'"
+
+
+class InvalidPrintSyntax(Message):
+    message = 'use of >> is invalid with print function'
+
+
+class IsLiteral(Message):
+    message = 'use ==/!= to compare constant literals (str, bytes, int, float, tuple)'
+
+
+class FStringMissingPlaceholders(Message):
+    message = 'f-string is missing placeholders'
+
+
+class StringDotFormatExtraPositionalArguments(Message):
+    message = "'...'.format(...) has unused arguments at position(s): %s"
+
+    def __init__(self, filename, loc, extra_positions):
+        Message.__init__(self, filename, loc)
+        self.message_args = (extra_positions,)
+
+
+class StringDotFormatExtraNamedArguments(Message):
+    message = "'...'.format(...) has unused named argument(s): %s"
+
+    def __init__(self, filename, loc, extra_keywords):
+        Message.__init__(self, filename, loc)
+        self.message_args = (extra_keywords,)
+
+
+class StringDotFormatMissingArgument(Message):
+    message = "'...'.format(...) is missing argument(s) for placeholder(s): %s"
+
+    def __init__(self, filename, loc, missing_arguments):
+        Message.__init__(self, filename, loc)
+        self.message_args = (missing_arguments,)
+
+
+class StringDotFormatMixingAutomatic(Message):
+    message = "'...'.format(...) mixes automatic and manual numbering"
+
+
+class StringDotFormatInvalidFormat(Message):
+    message = "'...'.format(...) has invalid format string: %s"
+
+    def __init__(self, filename, loc, error):
+        Message.__init__(self, filename, loc)
+        self.message_args = (error,)
+
+
+class PercentFormatInvalidFormat(Message):
+    message = "'...' %% ... has invalid format string: %s"
+
+    def __init__(self, filename, loc, error):
+        Message.__init__(self, filename, loc)
+        self.message_args = (error,)
+
+
+class PercentFormatMixedPositionalAndNamed(Message):
+    message = "'...' %% ... has mixed positional and named placeholders"
+
+
+class PercentFormatUnsupportedFormatCharacter(Message):
+    message = "'...' %% ... has unsupported format character %r"
+
+    def __init__(self, filename, loc, c):
+        Message.__init__(self, filename, loc)
+        self.message_args = (c,)
+
+
+class PercentFormatPositionalCountMismatch(Message):
+    message = "'...' %% ... has %d placeholder(s) but %d substitution(s)"
+
+    def __init__(self, filename, loc, n_placeholders, n_substitutions):
+        Message.__init__(self, filename, loc)
+        self.message_args = (n_placeholders, n_substitutions)
+
+
+class PercentFormatExtraNamedArguments(Message):
+    message = "'...' %% ... has unused named argument(s): %s"
+
+    def __init__(self, filename, loc, extra_keywords):
+        Message.__init__(self, filename, loc)
+        self.message_args = (extra_keywords,)
+
+
+class PercentFormatMissingArgument(Message):
+    message = "'...' %% ... is missing argument(s) for placeholder(s): %s"
+
+    def __init__(self, filename, loc, missing_arguments):
+        Message.__init__(self, filename, loc)
+        self.message_args = (missing_arguments,)
+
+
+class PercentFormatExpectedMapping(Message):
+    message = "'...' %% ... expected mapping but got sequence"
+
+
+class PercentFormatExpectedSequence(Message):
+    message = "'...' %% ... expected sequence but got mapping"
+
+
+class PercentFormatStarRequiresSequence(Message):
+    message = "'...' %% ... `*` specifier requires sequence"
diff --git a/venv/lib/python3.8/site-packages/pyflakes/reporter.py b/venv/lib/python3.8/site-packages/pyflakes/reporter.py
new file mode 100644
index 0000000..1babbb4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/reporter.py
@@ -0,0 +1,93 @@
+"""
+Provide the Reporter class.
+"""
+
+import re
+import sys
+
+
+class Reporter:
+    """
+    Formats the results of pyflakes checks to users.
+    """
+
+    def __init__(self, warningStream, errorStream):
+        """
+        Construct a L{Reporter}.
+
+        @param warningStream: A file-like object where warnings will be
+            written to.  The stream's C{write} method must accept unicode.
+            C{sys.stdout} is a good value.
+        @param errorStream: A file-like object where error output will be
+            written to.  The stream's C{write} method must accept unicode.
+            C{sys.stderr} is a good value.
+        """
+        self._stdout = warningStream
+        self._stderr = errorStream
+
+    def unexpectedError(self, filename, msg):
+        """
+        An unexpected error occurred trying to process C{filename}.
+
+        @param filename: The path to a file that we could not process.
+        @ptype filename: C{unicode}
+        @param msg: A message explaining the problem.
+        @ptype msg: C{unicode}
+        """
+        self._stderr.write(f"{filename}: {msg}\n")
+
+    def syntaxError(self, filename, msg, lineno, offset, text):
+        """
+        There was a syntax error in C{filename}.
+
+        @param filename: The path to the file with the syntax error.
+        @ptype filename: C{unicode}
+        @param msg: An explanation of the syntax error.
+        @ptype msg: C{unicode}
+        @param lineno: The line number where the syntax error occurred.
+        @ptype lineno: C{int}
+        @param offset: The column on which the syntax error occurred, or None.
+        @ptype offset: C{int}
+        @param text: The source code containing the syntax error.
+        @ptype text: C{unicode}
+        """
+        if text is None:
+            line = None
+        else:
+            line = text.splitlines()[-1]
+
+        # lineno might be 0 if the error came from stdin
+        lineno = max(lineno, 1)
+
+        if offset is not None:
+            if sys.version_info < (3, 8) and text is not None:
+                offset = offset - (len(text) - len(line)) + 1
+            # some versions of python emit an offset of -1 for certain encoding errors
+            offset = max(offset, 1)
+            self._stderr.write('%s:%d:%d: %s\n' %
+                               (filename, lineno, offset, msg))
+        else:
+            self._stderr.write('%s:%d: %s\n' % (filename, lineno, msg))
+
+        if line is not None:
+            self._stderr.write(line)
+            self._stderr.write('\n')
+            if offset is not None:
+                self._stderr.write(re.sub(r'\S', ' ', line[:offset - 1]) +
+                                   "^\n")
+
+    def flake(self, message):
+        """
+        pyflakes found something wrong with the code.
+
+        @param: A L{pyflakes.messages.Message}.
+        """
+        self._stdout.write(str(message))
+        self._stdout.write('\n')
+
+
+def _makeDefaultReporter():
+    """
+    Make a reporter that can be used when no reporter is specified.
+    """
+    return Reporter(sys.stdout, sys.stderr)
diff --git a/venv/lib/python3.8/site-packages/pyflakes/scripts/__init__.py b/venv/lib/python3.8/site-packages/pyflakes/scripts/__init__.py
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/scripts/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pyflakes/scripts/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/pyflakes/scripts/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/pyflakes/scripts/__pycache__/pyflakes.cpython-38.pyc b/venv/lib/python3.8/site-packages/pyflakes/scripts/__pycache__/pyflakes.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/pyflakes/scripts/pyflakes.py b/venv/lib/python3.8/site-packages/pyflakes/scripts/pyflakes.py
new file mode 100644
index 0000000..2d6f6aa
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/scripts/pyflakes.py
@@ -0,0 +1,7 @@
+"""
+Implementation of the command-line I{pyflakes} tool.
+"""
+
+# For backward compatibility
+__all__ = ['check', 'checkPath', 'checkRecursive', 'iterSourceCode', 'main']
+from pyflakes.api import check, checkPath, checkRecursive, iterSourceCode, main
diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/__init__.py b/venv/lib/python3.8/site-packages/pyflakes/test/__init__.py
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/test/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
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diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/__pycache__/test_undefined_names.cpython-38.pyc b/venv/lib/python3.8/site-packages/pyflakes/test/__pycache__/test_undefined_names.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/harness.py b/venv/lib/python3.8/site-packages/pyflakes/test/harness.py
new file mode 100644
index 0000000..9bcc0bb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/test/harness.py
@@ -0,0 +1,37 @@
+import ast
+import textwrap
+import unittest
+
+from pyflakes import checker
+
+__all__ = ['TestCase', 'skip', 'skipIf']
+
+skip = unittest.skip
+skipIf = unittest.skipIf
+
+
+class TestCase(unittest.TestCase):
+
+    withDoctest = False
+
+    def flakes(self, input, *expectedOutputs, **kw):
+        tree = ast.parse(textwrap.dedent(input))
+        file_tokens = checker.make_tokens(textwrap.dedent(input))
+        if kw.get('is_segment'):
+            tree = tree.body[0]
+            kw.pop('is_segment')
+        w = checker.Checker(
+            tree, file_tokens=file_tokens, withDoctest=self.withDoctest, **kw
+        )
+        outputs = [type(o) for o in w.messages]
+        expectedOutputs = list(expectedOutputs)
+        outputs.sort(key=lambda t: t.__name__)
+        expectedOutputs.sort(key=lambda t: t.__name__)
+        self.assertEqual(outputs, expectedOutputs, '''\
+for input:
+{}
+expected outputs:
+{!r}
+but got:
+{}'''.format(input, expectedOutputs, '\n'.join([str(o) for o in w.messages])))
+        return w
diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/test_api.py b/venv/lib/python3.8/site-packages/pyflakes/test/test_api.py
new file mode 100644
index 0000000..535e701
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/test/test_api.py
@@ -0,0 +1,809 @@
+"""
+Tests for L{pyflakes.scripts.pyflakes}.
+"""
+
+import contextlib
+import io
+import os
+import sys
+import shutil
+import subprocess
+import tempfile
+
+from pyflakes.checker import PYPY
+from pyflakes.messages import UnusedImport
+from pyflakes.reporter import Reporter
+from pyflakes.api import (
+    main,
+    check,
+    checkPath,
+    checkRecursive,
+    iterSourceCode,
+)
+from pyflakes.test.harness import TestCase, skipIf
+
+
+def withStderrTo(stderr, f, *args, **kwargs):
+    """
+    Call C{f} with C{sys.stderr} redirected to C{stderr}.
+    """
+    (outer, sys.stderr) = (sys.stderr, stderr)
+    try:
+        return f(*args, **kwargs)
+    finally:
+        sys.stderr = outer
+
+
+class Node:
+    """
+    Mock an AST node.
+    """
+    def __init__(self, lineno, col_offset=0):
+        self.lineno = lineno
+        self.col_offset = col_offset
+
+
+class SysStreamCapturing:
+    """Context manager capturing sys.stdin, sys.stdout and sys.stderr.
+
+    The file handles are replaced with a StringIO object.
+    """
+
+    def __init__(self, stdin):
+        self._stdin = io.StringIO(stdin or '', newline=os.linesep)
+
+    def __enter__(self):
+        self._orig_stdin = sys.stdin
+        self._orig_stdout = sys.stdout
+        self._orig_stderr = sys.stderr
+
+        sys.stdin = self._stdin
+        sys.stdout = self._stdout_stringio = io.StringIO(newline=os.linesep)
+        sys.stderr = self._stderr_stringio = io.StringIO(newline=os.linesep)
+
+        return self
+
+    def __exit__(self, *args):
+        self.output = self._stdout_stringio.getvalue()
+        self.error = self._stderr_stringio.getvalue()
+
+        sys.stdin = self._orig_stdin
+        sys.stdout = self._orig_stdout
+        sys.stderr = self._orig_stderr
+
+
+class LoggingReporter:
+    """
+    Implementation of Reporter that just appends any error to a list.
+    """
+
+    def __init__(self, log):
+        """
+        Construct a C{LoggingReporter}.
+
+        @param log: A list to append log messages to.
+        """
+        self.log = log
+
+    def flake(self, message):
+        self.log.append(('flake', str(message)))
+
+    def unexpectedError(self, filename, message):
+        self.log.append(('unexpectedError', filename, message))
+
+    def syntaxError(self, filename, msg, lineno, offset, line):
+        self.log.append(('syntaxError', filename, msg, lineno, offset, line))
+
+
+class TestIterSourceCode(TestCase):
+    """
+    Tests for L{iterSourceCode}.
+    """
+
+    def setUp(self):
+        self.tempdir = tempfile.mkdtemp()
+
+    def tearDown(self):
+        shutil.rmtree(self.tempdir)
+
+    def makeEmptyFile(self, *parts):
+        assert parts
+        fpath = os.path.join(self.tempdir, *parts)
+        open(fpath, 'a').close()
+        return fpath
+
+    def test_emptyDirectory(self):
+        """
+        There are no Python files in an empty directory.
+        """
+        self.assertEqual(list(iterSourceCode([self.tempdir])), [])
+
+    def test_singleFile(self):
+        """
+        If the directory contains one Python file, C{iterSourceCode} will find
+        it.
+        """
+        childpath = self.makeEmptyFile('foo.py')
+        self.assertEqual(list(iterSourceCode([self.tempdir])), [childpath])
+
+    def test_onlyPythonSource(self):
+        """
+        Files that are not Python source files are not included.
+        """
+        self.makeEmptyFile('foo.pyc')
+        self.assertEqual(list(iterSourceCode([self.tempdir])), [])
+
+    def test_recurses(self):
+        """
+        If the Python files are hidden deep down in child directories, we will
+        find them.
+        """
+        os.mkdir(os.path.join(self.tempdir, 'foo'))
+        apath = self.makeEmptyFile('foo', 'a.py')
+        self.makeEmptyFile('foo', 'a.py~')
+        os.mkdir(os.path.join(self.tempdir, 'bar'))
+        bpath = self.makeEmptyFile('bar', 'b.py')
+        cpath = self.makeEmptyFile('c.py')
+        self.assertEqual(
+            sorted(iterSourceCode([self.tempdir])),
+            sorted([apath, bpath, cpath]))
+
+    def test_shebang(self):
+        """
+        Find Python files that don't end with `.py`, but contain a Python
+        shebang.
+        """
+        python = os.path.join(self.tempdir, 'a')
+        with open(python, 'w') as fd:
+            fd.write('#!/usr/bin/env python\n')
+
+        self.makeEmptyFile('b')
+
+        with open(os.path.join(self.tempdir, 'c'), 'w') as fd:
+            fd.write('hello\nworld\n')
+
+        python3 = os.path.join(self.tempdir, 'e')
+        with open(python3, 'w') as fd:
+            fd.write('#!/usr/bin/env python3\n')
+
+        pythonw = os.path.join(self.tempdir, 'f')
+        with open(pythonw, 'w') as fd:
+            fd.write('#!/usr/bin/env pythonw\n')
+
+        python3args = os.path.join(self.tempdir, 'g')
+        with open(python3args, 'w') as fd:
+            fd.write('#!/usr/bin/python3 -u\n')
+
+        python3d = os.path.join(self.tempdir, 'i')
+        with open(python3d, 'w') as fd:
+            fd.write('#!/usr/local/bin/python3d\n')
+
+        python38m = os.path.join(self.tempdir, 'j')
+        with open(python38m, 'w') as fd:
+            fd.write('#! /usr/bin/env python3.8m\n')
+
+        # Should NOT be treated as Python source
+        notfirst = os.path.join(self.tempdir, 'l')
+        with open(notfirst, 'w') as fd:
+            fd.write('#!/bin/sh\n#!/usr/bin/python\n')
+
+        self.assertEqual(
+            sorted(iterSourceCode([self.tempdir])),
+            sorted([
+                python, python3, pythonw, python3args, python3d,
+                python38m,
+            ]))
+
+    def test_multipleDirectories(self):
+        """
+        L{iterSourceCode} can be given multiple directories.  It will recurse
+        into each of them.
+        """
+        foopath = os.path.join(self.tempdir, 'foo')
+        barpath = os.path.join(self.tempdir, 'bar')
+        os.mkdir(foopath)
+        apath = self.makeEmptyFile('foo', 'a.py')
+        os.mkdir(barpath)
+        bpath = self.makeEmptyFile('bar', 'b.py')
+        self.assertEqual(
+            sorted(iterSourceCode([foopath, barpath])),
+            sorted([apath, bpath]))
+
+    def test_explicitFiles(self):
+        """
+        If one of the paths given to L{iterSourceCode} is not a directory but
+        a file, it will include that in its output.
+        """
+        epath = self.makeEmptyFile('e.py')
+        self.assertEqual(list(iterSourceCode([epath])),
+                         [epath])
+
+
+class TestReporter(TestCase):
+    """
+    Tests for L{Reporter}.
+    """
+
+    def test_syntaxError(self):
+        """
+        C{syntaxError} reports that there was a syntax error in the source
+        file.  It reports to the error stream and includes the filename, line
+        number, error message, actual line of source and a caret pointing to
+        where the error is.
+        """
+        err = io.StringIO()
+        reporter = Reporter(None, err)
+        reporter.syntaxError('foo.py', 'a problem', 3,
+                             8 if sys.version_info >= (3, 8) else 7,
+                             'bad line of source')
+        self.assertEqual(
+            ("foo.py:3:8: a problem\n"
+             "bad line of source\n"
+             "       ^\n"),
+            err.getvalue())
+
+    def test_syntaxErrorNoOffset(self):
+        """
+        C{syntaxError} doesn't include a caret pointing to the error if
+        C{offset} is passed as C{None}.
+        """
+        err = io.StringIO()
+        reporter = Reporter(None, err)
+        reporter.syntaxError('foo.py', 'a problem', 3, None,
+                             'bad line of source')
+        self.assertEqual(
+            ("foo.py:3: a problem\n"
+             "bad line of source\n"),
+            err.getvalue())
+
+    def test_syntaxErrorNoText(self):
+        """
+        C{syntaxError} doesn't include text or nonsensical offsets if C{text} is C{None}.
+
+        This typically happens when reporting syntax errors from stdin.
+        """
+        err = io.StringIO()
+        reporter = Reporter(None, err)
+        reporter.syntaxError('<stdin>', 'a problem', 0, 0, None)
+        self.assertEqual(("<stdin>:1:1: a problem\n"), err.getvalue())
+
+    def test_multiLineSyntaxError(self):
+        """
+        If there's a multi-line syntax error, then we only report the last
+        line.  The offset is adjusted so that it is relative to the start of
+        the last line.
+        """
+        err = io.StringIO()
+        lines = [
+            'bad line of source',
+            'more bad lines of source',
+        ]
+        reporter = Reporter(None, err)
+        reporter.syntaxError('foo.py', 'a problem', 3, len(lines[0]) + 7,
+                             '\n'.join(lines))
+        column = 25 if sys.version_info >= (3, 8) else 7
+        self.assertEqual(
+            ("foo.py:3:%d: a problem\n" % column +
+             lines[-1] + "\n" +
+             " " * (column - 1) + "^\n"),
+            err.getvalue())
+
+    def test_unexpectedError(self):
+        """
+        C{unexpectedError} reports an error processing a source file.
+        """
+        err = io.StringIO()
+        reporter = Reporter(None, err)
+        reporter.unexpectedError('source.py', 'error message')
+        self.assertEqual('source.py: error message\n', err.getvalue())
+
+    def test_flake(self):
+        """
+        C{flake} reports a code warning from Pyflakes.  It is exactly the
+        str() of a L{pyflakes.messages.Message}.
+        """
+        out = io.StringIO()
+        reporter = Reporter(out, None)
+        message = UnusedImport('foo.py', Node(42), 'bar')
+        reporter.flake(message)
+        self.assertEqual(out.getvalue(), f"{message}\n")
+
+
+class CheckTests(TestCase):
+    """
+    Tests for L{check} and L{checkPath} which check a file for flakes.
+    """
+
+    @contextlib.contextmanager
+    def makeTempFile(self, content):
+        """
+        Make a temporary file containing C{content} and return a path to it.
+        """
+        fd, name = tempfile.mkstemp()
+        try:
+            with os.fdopen(fd, 'wb') as f:
+                if not hasattr(content, 'decode'):
+                    content = content.encode('ascii')
+                f.write(content)
+            yield name
+        finally:
+            os.remove(name)
+
+    def assertHasErrors(self, path, errorList):
+        """
+        Assert that C{path} causes errors.
+
+        @param path: A path to a file to check.
+        @param errorList: A list of errors expected to be printed to stderr.
+        """
+        err = io.StringIO()
+        count = withStderrTo(err, checkPath, path)
+        self.assertEqual(
+            (count, err.getvalue()), (len(errorList), ''.join(errorList)))
+
+    def getErrors(self, path):
+        """
+        Get any warnings or errors reported by pyflakes for the file at C{path}.
+
+        @param path: The path to a Python file on disk that pyflakes will check.
+        @return: C{(count, log)}, where C{count} is the number of warnings or
+            errors generated, and log is a list of those warnings, presented
+            as structured data.  See L{LoggingReporter} for more details.
+        """
+        log = []
+        reporter = LoggingReporter(log)
+        count = checkPath(path, reporter)
+        return count, log
+
+    def test_legacyScript(self):
+        from pyflakes.scripts import pyflakes as script_pyflakes
+        self.assertIs(script_pyflakes.checkPath, checkPath)
+
+    def test_missingTrailingNewline(self):
+        """
+        Source which doesn't end with a newline shouldn't cause any
+        exception to be raised nor an error indicator to be returned by
+        L{check}.
+        """
+        with self.makeTempFile("def foo():\n\tpass\n\t") as fName:
+            self.assertHasErrors(fName, [])
+
+    def test_checkPathNonExisting(self):
+        """
+        L{checkPath} handles non-existing files.
+        """
+        count, errors = self.getErrors('extremo')
+        self.assertEqual(count, 1)
+        self.assertEqual(
+            errors,
+            [('unexpectedError', 'extremo', 'No such file or directory')])
+
+    def test_multilineSyntaxError(self):
+        """
+        Source which includes a syntax error which results in the raised
+        L{SyntaxError.text} containing multiple lines of source are reported
+        with only the last line of that source.
+        """
+        source = """\
+def foo():
+    '''
+
+def bar():
+    pass
+
+def baz():
+    '''quux'''
+"""
+
+        # Sanity check - SyntaxError.text should be multiple lines, if it
+        # isn't, something this test was unprepared for has happened.
+        def evaluate(source):
+            exec(source)
+        try:
+            evaluate(source)
+        except SyntaxError as e:
+            if not PYPY and sys.version_info < (3, 10):
+                self.assertTrue(e.text.count('\n') > 1)
+        else:
+            self.fail()
+
+        with self.makeTempFile(source) as sourcePath:
+            if PYPY:
+                message = 'end of file (EOF) while scanning triple-quoted string literal'
+            elif sys.version_info >= (3, 10):
+                message = 'unterminated triple-quoted string literal (detected at line 8)'  # noqa: E501
+            else:
+                message = 'invalid syntax'
+
+            if PYPY or sys.version_info >= (3, 10):
+                column = 12
+            elif sys.version_info >= (3, 8):
+                column = 8
+            else:
+                column = 11
+            self.assertHasErrors(
+                sourcePath,
+                ["""\
+%s:8:%d: %s
+    '''quux'''
+%s^
+""" % (sourcePath, column, message, ' ' * (column - 1))])
+
+    def test_eofSyntaxError(self):
+        """
+        The error reported for source files which end prematurely causing a
+        syntax error reflects the cause for the syntax error.
+        """
+        with self.makeTempFile("def foo(") as sourcePath:
+            if PYPY:
+                msg = 'parenthesis is never closed'
+            elif sys.version_info >= (3, 10):
+                msg = "'(' was never closed"
+            else:
+                msg = 'unexpected EOF while parsing'
+
+            if PYPY or sys.version_info >= (3, 10):
+                column = 8
+            else:
+                column = 9
+
+            spaces = ' ' * (column - 1)
+            expected = '{}:1:{}: {}\ndef foo(\n{}^\n'.format(
+                sourcePath, column, msg, spaces
+            )
+
+            self.assertHasErrors(sourcePath, [expected])
+
+    def test_eofSyntaxErrorWithTab(self):
+        """
+        The error reported for source files which end prematurely causing a
+        syntax error reflects the cause for the syntax error.
+        """
+        with self.makeTempFile("if True:\n\tfoo =") as sourcePath:
+            self.assertHasErrors(
+                sourcePath,
+                [f"""\
+{sourcePath}:2:7: invalid syntax
+\tfoo =
+\t     ^
+"""])
+
+    def test_nonDefaultFollowsDefaultSyntaxError(self):
+        """
+        Source which has a non-default argument following a default argument
+        should include the line number of the syntax error.  However these
+        exceptions do not include an offset.
+        """
+        source = """\
+def foo(bar=baz, bax):
+    pass
+"""
+        with self.makeTempFile(source) as sourcePath:
+            if PYPY and sys.version_info >= (3, 9):
+                column = 18
+            elif PYPY:
+                column = 8
+            elif sys.version_info >= (3, 10):
+                column = 18
+            elif sys.version_info >= (3, 9):
+                column = 21
+            elif sys.version_info >= (3, 8):
+                column = 9
+            else:
+                column = 8
+            last_line = ' ' * (column - 1) + '^\n'
+            columnstr = '%d:' % column
+            self.assertHasErrors(
+                sourcePath,
+                ["""\
+{}:1:{} non-default argument follows default argument
+def foo(bar=baz, bax):
+{}""".format(sourcePath, columnstr, last_line)])
+
+    def test_nonKeywordAfterKeywordSyntaxError(self):
+        """
+        Source which has a non-keyword argument after a keyword argument should
+        include the line number of the syntax error.  However these exceptions
+        do not include an offset.
+        """
+        source = """\
+foo(bar=baz, bax)
+"""
+        with self.makeTempFile(source) as sourcePath:
+            if sys.version_info >= (3, 9):
+                column = 17
+            elif not PYPY and sys.version_info >= (3, 8):
+                column = 14
+            else:
+                column = 13
+            last_line = ' ' * (column - 1) + '^\n'
+            columnstr = '%d:' % column
+
+            message = 'positional argument follows keyword argument'
+
+            self.assertHasErrors(
+                sourcePath,
+                ["""\
+{}:1:{} {}
+foo(bar=baz, bax)
+{}""".format(sourcePath, columnstr, message, last_line)])
+
+    def test_invalidEscape(self):
+        """
+        The invalid escape syntax raises ValueError in Python 2
+        """
+        # ValueError: invalid \x escape
+        with self.makeTempFile(r"foo = '\xyz'") as sourcePath:
+            position_end = 1
+            if PYPY and sys.version_info >= (3, 9):
+                column = 7
+            elif PYPY:
+                column = 6
+            elif sys.version_info >= (3, 9):
+                column = 13
+            else:
+                column = 7
+
+            last_line = '%s^\n' % (' ' * (column - 1))
+
+            decoding_error = """\
+%s:1:%d: (unicode error) 'unicodeescape' codec can't decode bytes \
+in position 0-%d: truncated \\xXX escape
+foo = '\\xyz'
+%s""" % (sourcePath, column, position_end, last_line)
+
+            self.assertHasErrors(
+                sourcePath, [decoding_error])
+
+    @skipIf(sys.platform == 'win32', 'unsupported on Windows')
+    def test_permissionDenied(self):
+        """
+        If the source file is not readable, this is reported on standard
+        error.
+        """
+        if os.getuid() == 0:
+            self.skipTest('root user can access all files regardless of '
+                          'permissions')
+        with self.makeTempFile('') as sourcePath:
+            os.chmod(sourcePath, 0)
+            count, errors = self.getErrors(sourcePath)
+            self.assertEqual(count, 1)
+            self.assertEqual(
+                errors,
+                [('unexpectedError', sourcePath, "Permission denied")])
+
+    def test_pyflakesWarning(self):
+        """
+        If the source file has a pyflakes warning, this is reported as a
+        'flake'.
+        """
+        with self.makeTempFile("import foo") as sourcePath:
+            count, errors = self.getErrors(sourcePath)
+            self.assertEqual(count, 1)
+            self.assertEqual(
+                errors, [('flake', str(UnusedImport(sourcePath, Node(1), 'foo')))])
+
+    def test_encodedFileUTF8(self):
+        """
+        If source file declares the correct encoding, no error is reported.
+        """
+        SNOWMAN = chr(0x2603)
+        source = ("""\
+# coding: utf-8
+x = "%s"
+""" % SNOWMAN).encode('utf-8')
+        with self.makeTempFile(source) as sourcePath:
+            self.assertHasErrors(sourcePath, [])
+
+    def test_CRLFLineEndings(self):
+        """
+        Source files with Windows CR LF line endings are parsed successfully.
+        """
+        with self.makeTempFile("x = 42\r\n") as sourcePath:
+            self.assertHasErrors(sourcePath, [])
+
+    def test_misencodedFileUTF8(self):
+        """
+        If a source file contains bytes which cannot be decoded, this is
+        reported on stderr.
+        """
+        SNOWMAN = chr(0x2603)
+        source = ("""\
+# coding: ascii
+x = "%s"
+""" % SNOWMAN).encode('utf-8')
+        with self.makeTempFile(source) as sourcePath:
+            self.assertHasErrors(
+                sourcePath,
+                [f"{sourcePath}:1:1: 'ascii' codec can't decode byte 0xe2 in position 21: ordinal not in range(128)\n"])  # noqa: E501
+
+    def test_misencodedFileUTF16(self):
+        """
+        If a source file contains bytes which cannot be decoded, this is
+        reported on stderr.
+        """
+        SNOWMAN = chr(0x2603)
+        source = ("""\
+# coding: ascii
+x = "%s"
+""" % SNOWMAN).encode('utf-16')
+        with self.makeTempFile(source) as sourcePath:
+            self.assertHasErrors(
+                sourcePath, [f"{sourcePath}: problem decoding source\n"])
+
+    def test_checkRecursive(self):
+        """
+        L{checkRecursive} descends into each directory, finding Python files
+        and reporting problems.
+        """
+        tempdir = tempfile.mkdtemp()
+        try:
+            os.mkdir(os.path.join(tempdir, 'foo'))
+            file1 = os.path.join(tempdir, 'foo', 'bar.py')
+            with open(file1, 'wb') as fd:
+                fd.write(b"import baz\n")
+            file2 = os.path.join(tempdir, 'baz.py')
+            with open(file2, 'wb') as fd:
+                fd.write(b"import contraband")
+            log = []
+            reporter = LoggingReporter(log)
+            warnings = checkRecursive([tempdir], reporter)
+            self.assertEqual(warnings, 2)
+            self.assertEqual(
+                sorted(log),
+                sorted([('flake', str(UnusedImport(file1, Node(1), 'baz'))),
+                        ('flake',
+                         str(UnusedImport(file2, Node(1), 'contraband')))]))
+        finally:
+            shutil.rmtree(tempdir)
+
+    def test_stdinReportsErrors(self):
+        """
+        L{check} reports syntax errors from stdin
+        """
+        source = "max(1 for i in range(10), key=lambda x: x+1)\n"
+        err = io.StringIO()
+        count = withStderrTo(err, check, source, "<stdin>")
+        self.assertEqual(count, 1)
+        errlines = err.getvalue().split("\n")[:-1]
+
+        if sys.version_info >= (3, 9):
+            expected_error = [
+                "<stdin>:1:5: Generator expression must be parenthesized",
+                "max(1 for i in range(10), key=lambda x: x+1)",
+                "    ^",
+            ]
+        elif PYPY:
+            expected_error = [
+                "<stdin>:1:4: Generator expression must be parenthesized if not sole argument",  # noqa: E501
+                "max(1 for i in range(10), key=lambda x: x+1)",
+                "   ^",
+            ]
+        elif sys.version_info >= (3, 8):
+            expected_error = [
+                "<stdin>:1:5: Generator expression must be parenthesized",
+            ]
+        elif sys.version_info >= (3, 7):
+            expected_error = [
+                "<stdin>:1:4: Generator expression must be parenthesized",
+            ]
+        elif sys.version_info >= (3, 6):
+            expected_error = [
+                "<stdin>:1:4: Generator expression must be parenthesized if not sole argument",  # noqa: E501
+            ]
+
+        self.assertEqual(errlines, expected_error)
+
+
+class IntegrationTests(TestCase):
+    """
+    Tests of the pyflakes script that actually spawn the script.
+    """
+    def setUp(self):
+        self.tempdir = tempfile.mkdtemp()
+        self.tempfilepath = os.path.join(self.tempdir, 'temp')
+
+    def tearDown(self):
+        shutil.rmtree(self.tempdir)
+
+    def getPyflakesBinary(self):
+        """
+        Return the path to the pyflakes binary.
+        """
+        import pyflakes
+        package_dir = os.path.dirname(pyflakes.__file__)
+        return os.path.join(package_dir, '..', 'bin', 'pyflakes')
+
+    def runPyflakes(self, paths, stdin=None):
+        """
+        Launch a subprocess running C{pyflakes}.
+
+        @param paths: Command-line arguments to pass to pyflakes.
+        @param stdin: Text to use as stdin.
+        @return: C{(returncode, stdout, stderr)} of the completed pyflakes
+            process.
+        """
+        env = dict(os.environ)
+        env['PYTHONPATH'] = os.pathsep.join(sys.path)
+        command = [sys.executable, self.getPyflakesBinary()]
+        command.extend(paths)
+        if stdin:
+            p = subprocess.Popen(command, env=env, stdin=subprocess.PIPE,
+                                 stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+            (stdout, stderr) = p.communicate(stdin.encode('ascii'))
+        else:
+            p = subprocess.Popen(command, env=env,
+                                 stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+            (stdout, stderr) = p.communicate()
+        rv = p.wait()
+        stdout = stdout.decode('utf-8')
+        stderr = stderr.decode('utf-8')
+        return (stdout, stderr, rv)
+
+    def test_goodFile(self):
+        """
+        When a Python source file is all good, the return code is zero and no
+        messages are printed to either stdout or stderr.
+        """
+        open(self.tempfilepath, 'a').close()
+        d = self.runPyflakes([self.tempfilepath])
+        self.assertEqual(d, ('', '', 0))
+
+    def test_fileWithFlakes(self):
+        """
+        When a Python source file has warnings, the return code is non-zero
+        and the warnings are printed to stdout.
+        """
+        with open(self.tempfilepath, 'wb') as fd:
+            fd.write(b"import contraband\n")
+        d = self.runPyflakes([self.tempfilepath])
+        expected = UnusedImport(self.tempfilepath, Node(1), 'contraband')
+        self.assertEqual(d, (f"{expected}{os.linesep}", '', 1))
+
+    def test_errors_io(self):
+        """
+        When pyflakes finds errors with the files it's given, (if they don't
+        exist, say), then the return code is non-zero and the errors are
+        printed to stderr.
+        """
+        d = self.runPyflakes([self.tempfilepath])
+        error_msg = '{}: No such file or directory{}'.format(self.tempfilepath,
+                                                             os.linesep)
+        self.assertEqual(d, ('', error_msg, 1))
+
+    def test_errors_syntax(self):
+        """
+        When pyflakes finds errors with the files it's given, (if they don't
+        exist, say), then the return code is non-zero and the errors are
+        printed to stderr.
+        """
+        with open(self.tempfilepath, 'wb') as fd:
+            fd.write(b"import")
+        d = self.runPyflakes([self.tempfilepath])
+        error_msg = '{0}:1:7: invalid syntax{1}import{1}      ^{1}'.format(
+            self.tempfilepath, os.linesep)
+        self.assertEqual(d, ('', error_msg, 1))
+
+    def test_readFromStdin(self):
+        """
+        If no arguments are passed to C{pyflakes} then it reads from stdin.
+        """
+        d = self.runPyflakes([], stdin='import contraband')
+        expected = UnusedImport('<stdin>', Node(1), 'contraband')
+        self.assertEqual(d, (f"{expected}{os.linesep}", '', 1))
+
+
+class TestMain(IntegrationTests):
+    """
+    Tests of the pyflakes main function.
+    """
+    def runPyflakes(self, paths, stdin=None):
+        try:
+            with SysStreamCapturing(stdin) as capture:
+                main(args=paths)
+        except SystemExit as e:
+            self.assertIsInstance(e.code, bool)
+            rv = int(e.code)
+            return (capture.output, capture.error, rv)
+        else:
+            raise RuntimeError('SystemExit not raised')
diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/test_builtin.py b/venv/lib/python3.8/site-packages/pyflakes/test/test_builtin.py
new file mode 100644
index 0000000..19fe949
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/test/test_builtin.py
@@ -0,0 +1,30 @@
+"""
+Tests for detecting redefinition of builtins.
+"""
+from pyflakes import messages as m
+from pyflakes.test.harness import TestCase
+
+
+class TestBuiltins(TestCase):
+
+    def test_builtin_unbound_local(self):
+        self.flakes('''
+        def foo():
+            a = range(1, 10)
+            range = a
+            return range
+
+        foo()
+
+        print(range)
+        ''', m.UndefinedLocal)
+
+    def test_global_shadowing_builtin(self):
+        self.flakes('''
+        def f():
+            global range
+            range = None
+            print(range)
+
+        f()
+        ''')
diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/test_checker.py b/venv/lib/python3.8/site-packages/pyflakes/test/test_checker.py
new file mode 100644
index 0000000..66e3501
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/test/test_checker.py
@@ -0,0 +1,184 @@
+import ast
+
+from pyflakes import checker
+from pyflakes.test.harness import TestCase
+
+
+class TypeableVisitorTests(TestCase):
+    """
+    Tests of L{_TypeableVisitor}
+    """
+
+    @staticmethod
+    def _run_visitor(s):
+        """
+        Run L{_TypeableVisitor} on the parsed source and return the visitor.
+        """
+        tree = ast.parse(s)
+        visitor = checker._TypeableVisitor()
+        visitor.visit(tree)
+        return visitor
+
+    def test_node_types(self):
+        """
+        Test that the typeable node types are collected
+        """
+        visitor = self._run_visitor(
+            """\
+x = 1  # assignment
+for x in range(1): pass  # for loop
+def f(): pass  # function definition
+with a as b: pass  # with statement
+"""
+        )
+        self.assertEqual(visitor.typeable_lines, [1, 2, 3, 4])
+        self.assertIsInstance(visitor.typeable_nodes[1], ast.Assign)
+        self.assertIsInstance(visitor.typeable_nodes[2], ast.For)
+        self.assertIsInstance(visitor.typeable_nodes[3], ast.FunctionDef)
+        self.assertIsInstance(visitor.typeable_nodes[4], ast.With)
+
+    def test_visitor_recurses(self):
+        """
+        Test the common pitfall of missing `generic_visit` in visitors by
+        ensuring that nested nodes are reported
+        """
+        visitor = self._run_visitor(
+            """\
+def f():
+    x = 1
+"""
+        )
+        self.assertEqual(visitor.typeable_lines, [1, 2])
+        self.assertIsInstance(visitor.typeable_nodes[1], ast.FunctionDef)
+        self.assertIsInstance(visitor.typeable_nodes[2], ast.Assign)
+
+    def test_py35_node_types(self):
+        """
+        Test that the PEP 492 node types are collected
+        """
+        visitor = self._run_visitor(
+            """\
+async def f():  # async def
+    async for x in y:  pass  # async for
+    async with a as b: pass  # async with
+"""
+        )
+        self.assertEqual(visitor.typeable_lines, [1, 2, 3])
+        self.assertIsInstance(visitor.typeable_nodes[1], ast.AsyncFunctionDef)
+        self.assertIsInstance(visitor.typeable_nodes[2], ast.AsyncFor)
+        self.assertIsInstance(visitor.typeable_nodes[3], ast.AsyncWith)
+
+    def test_last_node_wins(self):
+        """
+        Test that when two typeable nodes are present on a line, the last
+        typeable one wins.
+        """
+        visitor = self._run_visitor('x = 1; y = 1')
+        # detected both assignable nodes
+        self.assertEqual(visitor.typeable_lines, [1, 1])
+        # but the assignment to `y` wins
+        self.assertEqual(visitor.typeable_nodes[1].targets[0].id, 'y')
+
+
+class CollectTypeCommentsTests(TestCase):
+    """
+    Tests of L{_collect_type_comments}
+    """
+
+    @staticmethod
+    def _collect(s):
+        """
+        Run L{_collect_type_comments} on the parsed source and return the
+        mapping from nodes to comments.  The return value is converted to
+        a set: {(node_type, tuple of comments), ...}
+        """
+        tree = ast.parse(s)
+        tokens = checker.make_tokens(s)
+        ret = checker._collect_type_comments(tree, tokens)
+        return {(type(k), tuple(s for _, s in v)) for k, v in ret.items()}
+
+    def test_bytes(self):
+        """
+        Test that the function works for binary source
+        """
+        ret = self._collect(b'x = 1  # type: int')
+        self.assertSetEqual(ret, {(ast.Assign, ('# type: int',))})
+
+    def test_text(self):
+        """
+        Test that the function works for text source
+        """
+        ret = self._collect('x = 1  # type: int')
+        self.assertEqual(ret, {(ast.Assign, ('# type: int',))})
+
+    def test_non_type_comment_ignored(self):
+        """
+        Test that a non-type comment is ignored
+        """
+        ret = self._collect('x = 1  # noqa')
+        self.assertSetEqual(ret, set())
+
+    def test_type_comment_before_typeable(self):
+        """
+        Test that a type comment before something typeable is ignored.
+        """
+        ret = self._collect('# type: int\nx = 1')
+        self.assertSetEqual(ret, set())
+
+    def test_type_ignore_comment_ignored(self):
+        """
+        Test that `# type: ignore` comments are not collected.
+        """
+        ret = self._collect('x = 1  # type: ignore')
+        self.assertSetEqual(ret, set())
+
+    def test_type_ignore_with_other_things_ignored(self):
+        """
+        Test that `# type: ignore` comments with more content are also not
+        collected.
+        """
+        ret = self._collect('x = 1  # type: ignore # noqa')
+        self.assertSetEqual(ret, set())
+        ret = self._collect('x = 1  #type:ignore#noqa')
+        self.assertSetEqual(ret, set())
+
+    def test_type_comment_with_extra_still_collected(self):
+        ret = self._collect('x = 1  # type: int  # noqa')
+        self.assertSetEqual(ret, {(ast.Assign, ('# type: int  # noqa',))})
+
+    def test_type_comment_without_whitespace(self):
+        ret = self._collect('x = 1 #type:int')
+        self.assertSetEqual(ret, {(ast.Assign, ('#type:int',))})
+
+    def test_type_comment_starts_with_word_ignore(self):
+        ret = self._collect('x = 1 # type: ignore[T]')
+        self.assertSetEqual(ret, set())
+
+    def test_last_node_wins(self):
+        """
+        Test that when two typeable nodes are present on a line, the last
+        typeable one wins.
+        """
+        ret = self._collect('def f(): x = 1  # type: int')
+        self.assertSetEqual(ret, {(ast.Assign, ('# type: int',))})
+
+    def test_function_def_assigned_comments(self):
+        """
+        Test that type comments for function arguments are all attributed to
+        the function definition.
+        """
+        ret = self._collect(
+            """\
+def f(
+        a,  # type: int
+        b,  # type: str
+):
+    # type: (...) -> None
+    pass
+"""
+        )
+        expected = {(
+            ast.FunctionDef,
+            ('# type: int', '# type: str', '# type: (...) -> None'),
+        )}
+        self.assertSetEqual(ret, expected)
diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/test_code_segment.py b/venv/lib/python3.8/site-packages/pyflakes/test/test_code_segment.py
new file mode 100644
index 0000000..79532b9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/test/test_code_segment.py
@@ -0,0 +1,129 @@
+from pyflakes import messages as m
+from pyflakes.checker import (FunctionScope, ClassScope, ModuleScope,
+                              Argument, FunctionDefinition, Assignment)
+from pyflakes.test.harness import TestCase
+
+
+class TestCodeSegments(TestCase):
+    """
+    Tests for segments of a module
+    """
+
+    def test_function_segment(self):
+        self.flakes('''
+        def foo():
+            def bar():
+                pass
+        ''', is_segment=True)
+
+        self.flakes('''
+        def foo():
+            def bar():
+                x = 0
+        ''', m.UnusedVariable, is_segment=True)
+
+    def test_class_segment(self):
+        self.flakes('''
+        class Foo:
+            class Bar:
+                pass
+        ''', is_segment=True)
+
+        self.flakes('''
+        class Foo:
+            def bar():
+                x = 0
+        ''', m.UnusedVariable, is_segment=True)
+
+    def test_scope_class(self):
+        checker = self.flakes('''
+        class Foo:
+            x = 0
+            def bar(a, b=1, *d, **e):
+                pass
+        ''', is_segment=True)
+
+        scopes = checker.deadScopes
+        module_scopes = [
+            scope for scope in scopes if scope.__class__ is ModuleScope]
+        class_scopes = [
+            scope for scope in scopes if scope.__class__ is ClassScope]
+        function_scopes = [
+            scope for scope in scopes if scope.__class__ is FunctionScope]
+
+        # Ensure module scope is not present because we are analysing
+        # the inner contents of Foo
+        self.assertEqual(len(module_scopes), 0)
+        self.assertEqual(len(class_scopes), 1)
+        self.assertEqual(len(function_scopes), 1)
+
+        class_scope = class_scopes[0]
+        function_scope = function_scopes[0]
+
+        self.assertIsInstance(class_scope, ClassScope)
+        self.assertIsInstance(function_scope, FunctionScope)
+
+        self.assertIn('x', class_scope)
+        self.assertIn('bar', class_scope)
+
+        self.assertIn('a', function_scope)
+        self.assertIn('b', function_scope)
+        self.assertIn('d', function_scope)
+        self.assertIn('e', function_scope)
+
+        self.assertIsInstance(class_scope['bar'], FunctionDefinition)
+        self.assertIsInstance(class_scope['x'], Assignment)
+
+        self.assertIsInstance(function_scope['a'], Argument)
+        self.assertIsInstance(function_scope['b'], Argument)
+        self.assertIsInstance(function_scope['d'], Argument)
+        self.assertIsInstance(function_scope['e'], Argument)
+
+    def test_scope_function(self):
+        checker = self.flakes('''
+        def foo(a, b=1, *d, **e):
+            def bar(f, g=1, *h, **i):
+                pass
+        ''', is_segment=True)
+
+        scopes = checker.deadScopes
+        module_scopes = [
+            scope for scope in scopes if scope.__class__ is ModuleScope]
+        function_scopes = [
+            scope for scope in scopes if scope.__class__ is FunctionScope]
+
+        # Ensure module scope is not present because we are analysing
+        # the inner contents of foo
+        self.assertEqual(len(module_scopes), 0)
+        self.assertEqual(len(function_scopes), 2)
+
+        function_scope_foo = function_scopes[1]
+        function_scope_bar = function_scopes[0]
+
+        self.assertIsInstance(function_scope_foo, FunctionScope)
+        self.assertIsInstance(function_scope_bar, FunctionScope)
+
+        self.assertIn('a', function_scope_foo)
+        self.assertIn('b', function_scope_foo)
+        self.assertIn('d', function_scope_foo)
+        self.assertIn('e', function_scope_foo)
+        self.assertIn('bar', function_scope_foo)
+
+        self.assertIn('f', function_scope_bar)
+        self.assertIn('g', function_scope_bar)
+        self.assertIn('h', function_scope_bar)
+        self.assertIn('i', function_scope_bar)
+
+        self.assertIsInstance(function_scope_foo['bar'], FunctionDefinition)
+        self.assertIsInstance(function_scope_foo['a'], Argument)
+        self.assertIsInstance(function_scope_foo['b'], Argument)
+        self.assertIsInstance(function_scope_foo['d'], Argument)
+        self.assertIsInstance(function_scope_foo['e'], Argument)
+
+        self.assertIsInstance(function_scope_bar['f'], Argument)
+        self.assertIsInstance(function_scope_bar['g'], Argument)
+        self.assertIsInstance(function_scope_bar['h'], Argument)
+        self.assertIsInstance(function_scope_bar['i'], Argument)
+
+    def test_scope_async_function(self):
+        self.flakes('async def foo(): pass', is_segment=True)
diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/test_dict.py b/venv/lib/python3.8/site-packages/pyflakes/test/test_dict.py
new file mode 100644
index 0000000..c8ee484
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/test/test_dict.py
@@ -0,0 +1,193 @@
+"""
+Tests for dict duplicate keys Pyflakes behavior.
+"""
+
+from pyflakes import messages as m
+from pyflakes.test.harness import TestCase
+
+
+class Test(TestCase):
+
+    def test_duplicate_keys(self):
+        self.flakes(
+            "{'yes': 1, 'yes': 2}",
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+        )
+
+    def test_duplicate_keys_bytes_vs_unicode_py3(self):
+        self.flakes("{b'a': 1, u'a': 2}")
+
+    def test_duplicate_values_bytes_vs_unicode_py3(self):
+        self.flakes(
+            "{1: b'a', 1: u'a'}",
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+        )
+
+    def test_multiple_duplicate_keys(self):
+        self.flakes(
+            "{'yes': 1, 'yes': 2, 'no': 2, 'no': 3}",
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+        )
+
+    def test_duplicate_keys_in_function(self):
+        self.flakes(
+            '''
+            def f(thing):
+                pass
+            f({'yes': 1, 'yes': 2})
+            ''',
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+        )
+
+    def test_duplicate_keys_in_lambda(self):
+        self.flakes(
+            "lambda x: {(0,1): 1, (0,1): 2}",
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+        )
+
+    def test_duplicate_keys_tuples(self):
+        self.flakes(
+            "{(0,1): 1, (0,1): 2}",
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+        )
+
+    def test_duplicate_keys_tuples_int_and_float(self):
+        self.flakes(
+            "{(0,1): 1, (0,1.0): 2}",
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+        )
+
+    def test_duplicate_keys_ints(self):
+        self.flakes(
+            "{1: 1, 1: 2}",
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+        )
+
+    def test_duplicate_keys_bools(self):
+        self.flakes(
+            "{True: 1, True: 2}",
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+        )
+
+    def test_duplicate_keys_bools_false(self):
+        # Needed to ensure 2.x correctly coerces these from variables
+        self.flakes(
+            "{False: 1, False: 2}",
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+        )
+
+    def test_duplicate_keys_none(self):
+        self.flakes(
+            "{None: 1, None: 2}",
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+        )
+
+    def test_duplicate_variable_keys(self):
+        self.flakes(
+            '''
+            a = 1
+            {a: 1, a: 2}
+            ''',
+            m.MultiValueRepeatedKeyVariable,
+            m.MultiValueRepeatedKeyVariable,
+        )
+
+    def test_duplicate_variable_values(self):
+        self.flakes(
+            '''
+            a = 1
+            b = 2
+            {1: a, 1: b}
+            ''',
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+        )
+
+    def test_duplicate_variable_values_same_value(self):
+        # Current behaviour is not to look up variable values. This is to
+        # confirm that.
+        self.flakes(
+            '''
+            a = 1
+            b = 1
+            {1: a, 1: b}
+            ''',
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+        )
+
+    def test_duplicate_key_float_and_int(self):
+        """
+        These do look like different values, but when it comes to their use as
+        keys, they compare as equal and so are actually duplicates.
+        The literal dict {1: 1, 1.0: 1} actually becomes {1.0: 1}.
+        """
+        self.flakes(
+            '''
+            {1: 1, 1.0: 2}
+            ''',
+            m.MultiValueRepeatedKeyLiteral,
+            m.MultiValueRepeatedKeyLiteral,
+        )
+
+    def test_no_duplicate_key_error_same_value(self):
+        self.flakes('''
+        {'yes': 1, 'yes': 1}
+        ''')
+
+    def test_no_duplicate_key_errors(self):
+        self.flakes('''
+        {'yes': 1, 'no': 2}
+        ''')
+
+    def test_no_duplicate_keys_tuples_same_first_element(self):
+        self.flakes("{(0,1): 1, (0,2): 1}")
+
+    def test_no_duplicate_key_errors_func_call(self):
+        self.flakes('''
+        def test(thing):
+            pass
+        test({True: 1, None: 2, False: 1})
+        ''')
+
+    def test_no_duplicate_key_errors_bool_or_none(self):
+        self.flakes("{True: 1, None: 2, False: 1}")
+
+    def test_no_duplicate_key_errors_ints(self):
+        self.flakes('''
+        {1: 1, 2: 1}
+        ''')
+
+    def test_no_duplicate_key_errors_vars(self):
+        self.flakes('''
+        test = 'yes'
+        rest = 'yes'
+        {test: 1, rest: 2}
+        ''')
+
+    def test_no_duplicate_key_errors_tuples(self):
+        self.flakes('''
+        {(0,1): 1, (0,2): 1}
+        ''')
+
+    def test_no_duplicate_key_errors_instance_attributes(self):
+        self.flakes('''
+        class Test():
+            pass
+        f = Test()
+        f.a = 1
+        {f.a: 1, f.a: 1}
+        ''')
diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/test_doctests.py b/venv/lib/python3.8/site-packages/pyflakes/test/test_doctests.py
new file mode 100644
index 0000000..6c8e69e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/test/test_doctests.py
@@ -0,0 +1,451 @@
+import sys
+import textwrap
+
+from pyflakes import messages as m
+from pyflakes.checker import (
+    PYPY,
+    DoctestScope,
+    FunctionScope,
+    ModuleScope,
+)
+from pyflakes.test.test_other import Test as TestOther
+from pyflakes.test.test_imports import Test as TestImports
+from pyflakes.test.test_undefined_names import Test as TestUndefinedNames
+from pyflakes.test.harness import TestCase, skip
+
+
+class _DoctestMixin:
+
+    withDoctest = True
+
+    def doctestify(self, input):
+        lines = []
+        for line in textwrap.dedent(input).splitlines():
+            if line.strip() == '':
+                pass
+            elif (line.startswith(' ') or
+                  line.startswith('except:') or
+                  line.startswith('except ') or
+                  line.startswith('finally:') or
+                  line.startswith('else:') or
+                  line.startswith('elif ') or
+                  (lines and lines[-1].startswith(('>>> @', '... @')))):
+                line = "... %s" % line
+            else:
+                line = ">>> %s" % line
+            lines.append(line)
+        doctestificator = textwrap.dedent('''\
+            def doctest_something():
+                """
+                   %s
+                """
+            ''')
+        return doctestificator % "\n       ".join(lines)
+
+    def flakes(self, input, *args, **kw):
+        return super().flakes(self.doctestify(input), *args, **kw)
+
+
+class Test(TestCase):
+
+    withDoctest = True
+
+    def test_scope_class(self):
+        """Check that a doctest is given a DoctestScope."""
+        checker = self.flakes("""
+        m = None
+
+        def doctest_stuff():
+            '''
+                >>> d = doctest_stuff()
+            '''
+            f = m
+            return f
+        """)
+
+        scopes = checker.deadScopes
+        module_scopes = [
+            scope for scope in scopes if scope.__class__ is ModuleScope]
+        doctest_scopes = [
+            scope for scope in scopes if scope.__class__ is DoctestScope]
+        function_scopes = [
+            scope for scope in scopes if scope.__class__ is FunctionScope]
+
+        self.assertEqual(len(module_scopes), 1)
+        self.assertEqual(len(doctest_scopes), 1)
+
+        module_scope = module_scopes[0]
+        doctest_scope = doctest_scopes[0]
+
+        self.assertIsInstance(doctest_scope, DoctestScope)
+        self.assertIsInstance(doctest_scope, ModuleScope)
+        self.assertNotIsInstance(doctest_scope, FunctionScope)
+        self.assertNotIsInstance(module_scope, DoctestScope)
+
+        self.assertIn('m', module_scope)
+        self.assertIn('doctest_stuff', module_scope)
+
+        self.assertIn('d', doctest_scope)
+
+        self.assertEqual(len(function_scopes), 1)
+        self.assertIn('f', function_scopes[0])
+
+    def test_nested_doctest_ignored(self):
+        """Check that nested doctests are ignored."""
+        checker = self.flakes("""
+        m = None
+
+        def doctest_stuff():
+            '''
+                >>> def function_in_doctest():
+                ...     \"\"\"
+                ...     >>> ignored_undefined_name
+                ...     \"\"\"
+                ...     df = m
+                ...     return df
+                ...
+                >>> function_in_doctest()
+            '''
+            f = m
+            return f
+        """)
+
+        scopes = checker.deadScopes
+        module_scopes = [
+            scope for scope in scopes if scope.__class__ is ModuleScope]
+        doctest_scopes = [
+            scope for scope in scopes if scope.__class__ is DoctestScope]
+        function_scopes = [
+            scope for scope in scopes if scope.__class__ is FunctionScope]
+
+        self.assertEqual(len(module_scopes), 1)
+        self.assertEqual(len(doctest_scopes), 1)
+
+        module_scope = module_scopes[0]
+        doctest_scope = doctest_scopes[0]
+
+        self.assertIn('m', module_scope)
+        self.assertIn('doctest_stuff', module_scope)
+        self.assertIn('function_in_doctest', doctest_scope)
+
+        self.assertEqual(len(function_scopes), 2)
+
+        self.assertIn('f', function_scopes[0])
+        self.assertIn('df', function_scopes[1])
+
+    def test_global_module_scope_pollution(self):
+        """Check that global in doctest does not pollute module scope."""
+        checker = self.flakes("""
+        def doctest_stuff():
+            '''
+                >>> def function_in_doctest():
+                ...     global m
+                ...     m = 50
+                ...     df = 10
+                ...     m = df
+                ...
+                >>> function_in_doctest()
+            '''
+            f = 10
+            return f
+
+        """)
+
+        scopes = checker.deadScopes
+        module_scopes = [
+            scope for scope in scopes if scope.__class__ is ModuleScope]
+        doctest_scopes = [
+            scope for scope in scopes if scope.__class__ is DoctestScope]
+        function_scopes = [
+            scope for scope in scopes if scope.__class__ is FunctionScope]
+
+        self.assertEqual(len(module_scopes), 1)
+        self.assertEqual(len(doctest_scopes), 1)
+
+        module_scope = module_scopes[0]
+        doctest_scope = doctest_scopes[0]
+
+        self.assertIn('doctest_stuff', module_scope)
+        self.assertIn('function_in_doctest', doctest_scope)
+
+        self.assertEqual(len(function_scopes), 2)
+
+        self.assertIn('f', function_scopes[0])
+        self.assertIn('df', function_scopes[1])
+        self.assertIn('m', function_scopes[1])
+
+        self.assertNotIn('m', module_scope)
+
+    def test_global_undefined(self):
+        self.flakes("""
+        global m
+
+        def doctest_stuff():
+            '''
+                >>> m
+            '''
+        """, m.UndefinedName)
+
+    def test_nested_class(self):
+        """Doctest within nested class are processed."""
+        self.flakes("""
+        class C:
+            class D:
+                '''
+                    >>> m
+                '''
+                def doctest_stuff(self):
+                    '''
+                        >>> m
+                    '''
+                    return 1
+        """, m.UndefinedName, m.UndefinedName)
+
+    def test_ignore_nested_function(self):
+        """Doctest module does not process doctest in nested functions."""
+        # 'syntax error' would cause a SyntaxError if the doctest was processed.
+        # However doctest does not find doctest in nested functions
+        # (https://bugs.python.org/issue1650090). If nested functions were
+        # processed, this use of m should cause UndefinedName, and the
+        # name inner_function should probably exist in the doctest scope.
+        self.flakes("""
+        def doctest_stuff():
+            def inner_function():
+                '''
+                    >>> syntax error
+                    >>> inner_function()
+                    1
+                    >>> m
+                '''
+                return 1
+            m = inner_function()
+            return m
+        """)
+
+    def test_inaccessible_scope_class(self):
+        """Doctest may not access class scope."""
+        self.flakes("""
+        class C:
+            def doctest_stuff(self):
+                '''
+                    >>> m
+                '''
+                return 1
+            m = 1
+        """, m.UndefinedName)
+
+    def test_importBeforeDoctest(self):
+        self.flakes("""
+        import foo
+
+        def doctest_stuff():
+            '''
+                >>> foo
+            '''
+        """)
+
+    @skip("todo")
+    def test_importBeforeAndInDoctest(self):
+        self.flakes('''
+        import foo
+
+        def doctest_stuff():
+            """
+                >>> import foo
+                >>> foo
+            """
+
+        foo
+        ''', m.RedefinedWhileUnused)
+
+    def test_importInDoctestAndAfter(self):
+        self.flakes('''
+        def doctest_stuff():
+            """
+                >>> import foo
+                >>> foo
+            """
+
+        import foo
+        foo()
+        ''')
+
+    def test_offsetInDoctests(self):
+        exc = self.flakes('''
+
+        def doctest_stuff():
+            """
+                >>> x # line 5
+            """
+
+        ''', m.UndefinedName).messages[0]
+        self.assertEqual(exc.lineno, 5)
+        self.assertEqual(exc.col, 12)
+
+    def test_offsetInLambdasInDoctests(self):
+        exc = self.flakes('''
+
+        def doctest_stuff():
+            """
+                >>> lambda: x # line 5
+            """
+
+        ''', m.UndefinedName).messages[0]
+        self.assertEqual(exc.lineno, 5)
+        self.assertEqual(exc.col, 20)
+
+    def test_offsetAfterDoctests(self):
+        exc = self.flakes('''
+
+        def doctest_stuff():
+            """
+                >>> x = 5
+            """
+
+        x
+
+        ''', m.UndefinedName).messages[0]
+        self.assertEqual(exc.lineno, 8)
+        self.assertEqual(exc.col, 0)
+
+    def test_syntaxErrorInDoctest(self):
+        exceptions = self.flakes(
+            '''
+            def doctest_stuff():
+                """
+                    >>> from # line 4
+                    >>>     fortytwo = 42
+                    >>> except Exception:
+                """
+            ''',
+            m.DoctestSyntaxError,
+            m.DoctestSyntaxError,
+            m.DoctestSyntaxError).messages
+        exc = exceptions[0]
+        self.assertEqual(exc.lineno, 4)
+        if not PYPY and sys.version_info >= (3, 8):
+            self.assertEqual(exc.col, 18)
+        else:
+            self.assertEqual(exc.col, 26)
+
+        # PyPy error column offset is 0,
+        # for the second and third line of the doctest
+        # i.e. at the beginning of the line
+        exc = exceptions[1]
+        self.assertEqual(exc.lineno, 5)
+        if PYPY:
+            self.assertEqual(exc.col, 13)
+        else:
+            self.assertEqual(exc.col, 16)
+        exc = exceptions[2]
+        self.assertEqual(exc.lineno, 6)
+        if PYPY or sys.version_info >= (3, 8):
+            self.assertEqual(exc.col, 13)
+        else:
+            self.assertEqual(exc.col, 18)
+
+    def test_indentationErrorInDoctest(self):
+        exc = self.flakes('''
+        def doctest_stuff():
+            """
+                >>> if True:
+                ... pass
+            """
+        ''', m.DoctestSyntaxError).messages[0]
+        self.assertEqual(exc.lineno, 5)
+        if PYPY or sys.version_info >= (3, 8):
+            self.assertEqual(exc.col, 13)
+        else:
+            self.assertEqual(exc.col, 16)
+
+    def test_offsetWithMultiLineArgs(self):
+        (exc1, exc2) = self.flakes(
+            '''
+            def doctest_stuff(arg1,
+                              arg2,
+                              arg3):
+                """
+                    >>> assert
+                    >>> this
+                """
+            ''',
+            m.DoctestSyntaxError,
+            m.UndefinedName).messages
+        self.assertEqual(exc1.lineno, 6)
+        self.assertEqual(exc1.col, 19)
+        self.assertEqual(exc2.lineno, 7)
+        self.assertEqual(exc2.col, 12)
+
+    def test_doctestCanReferToFunction(self):
+        self.flakes("""
+        def foo():
+            '''
+                >>> foo
+            '''
+        """)
+
+    def test_doctestCanReferToClass(self):
+        self.flakes("""
+        class Foo():
+            '''
+                >>> Foo
+            '''
+            def bar(self):
+                '''
+                    >>> Foo
+                '''
+        """)
+
+    def test_noOffsetSyntaxErrorInDoctest(self):
+        exceptions = self.flakes(
+            '''
+            def buildurl(base, *args, **kwargs):
+                """
+                >>> buildurl('/blah.php', ('a', '&'), ('b', '=')
+                '/blah.php?a=%26&b=%3D'
+                >>> buildurl('/blah.php', a='&', 'b'='=')
+                '/blah.php?b=%3D&a=%26'
+                """
+                pass
+            ''',
+            m.DoctestSyntaxError,
+            m.DoctestSyntaxError).messages
+        exc = exceptions[0]
+        self.assertEqual(exc.lineno, 4)
+        exc = exceptions[1]
+        self.assertEqual(exc.lineno, 6)
+
+    def test_singleUnderscoreInDoctest(self):
+        self.flakes('''
+        def func():
+            """A docstring
+
+            >>> func()
+            1
+            >>> _
+            1
+            """
+            return 1
+        ''')
+
+    def test_globalUnderscoreInDoctest(self):
+        self.flakes("""
+        from gettext import ugettext as _
+
+        def doctest_stuff():
+            '''
+                >>> pass
+            '''
+        """, m.UnusedImport)
+
+
+class TestOther(_DoctestMixin, TestOther):
+    """Run TestOther with each test wrapped in a doctest."""
+
+
+class TestImports(_DoctestMixin, TestImports):
+    """Run TestImports with each test wrapped in a doctest."""
+
+
+class TestUndefinedNames(_DoctestMixin, TestUndefinedNames):
+    """Run TestUndefinedNames with each test wrapped in a doctest."""
diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/test_imports.py b/venv/lib/python3.8/site-packages/pyflakes/test/test_imports.py
new file mode 100644
index 0000000..fb5d2fd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/test/test_imports.py
@@ -0,0 +1,1207 @@
+from pyflakes import messages as m
+from pyflakes.checker import (
+    FutureImportation,
+    Importation,
+    ImportationFrom,
+    StarImportation,
+    SubmoduleImportation,
+)
+from pyflakes.test.harness import TestCase, skip
+
+
+class TestImportationObject(TestCase):
+
+    def test_import_basic(self):
+        binding = Importation('a', None, 'a')
+        assert binding.source_statement == 'import a'
+        assert str(binding) == 'a'
+
+    def test_import_as(self):
+        binding = Importation('c', None, 'a')
+        assert binding.source_statement == 'import a as c'
+        assert str(binding) == 'a as c'
+
+    def test_import_submodule(self):
+        binding = SubmoduleImportation('a.b', None)
+        assert binding.source_statement == 'import a.b'
+        assert str(binding) == 'a.b'
+
+    def test_import_submodule_as(self):
+        # A submodule import with an as clause is not a SubmoduleImportation
+        binding = Importation('c', None, 'a.b')
+        assert binding.source_statement == 'import a.b as c'
+        assert str(binding) == 'a.b as c'
+
+    def test_import_submodule_as_source_name(self):
+        binding = Importation('a', None, 'a.b')
+        assert binding.source_statement == 'import a.b as a'
+        assert str(binding) == 'a.b as a'
+
+    def test_importfrom_relative(self):
+        binding = ImportationFrom('a', None, '.', 'a')
+        assert binding.source_statement == 'from . import a'
+        assert str(binding) == '.a'
+
+    def test_importfrom_relative_parent(self):
+        binding = ImportationFrom('a', None, '..', 'a')
+        assert binding.source_statement == 'from .. import a'
+        assert str(binding) == '..a'
+
+    def test_importfrom_relative_with_module(self):
+        binding = ImportationFrom('b', None, '..a', 'b')
+        assert binding.source_statement == 'from ..a import b'
+        assert str(binding) == '..a.b'
+
+    def test_importfrom_relative_with_module_as(self):
+        binding = ImportationFrom('c', None, '..a', 'b')
+        assert binding.source_statement == 'from ..a import b as c'
+        assert str(binding) == '..a.b as c'
+
+    def test_importfrom_member(self):
+        binding = ImportationFrom('b', None, 'a', 'b')
+        assert binding.source_statement == 'from a import b'
+        assert str(binding) == 'a.b'
+
+    def test_importfrom_submodule_member(self):
+        binding = ImportationFrom('c', None, 'a.b', 'c')
+        assert binding.source_statement == 'from a.b import c'
+        assert str(binding) == 'a.b.c'
+
+    def test_importfrom_member_as(self):
+        binding = ImportationFrom('c', None, 'a', 'b')
+        assert binding.source_statement == 'from a import b as c'
+        assert str(binding) == 'a.b as c'
+
+    def test_importfrom_submodule_member_as(self):
+        binding = ImportationFrom('d', None, 'a.b', 'c')
+        assert binding.source_statement == 'from a.b import c as d'
+        assert str(binding) == 'a.b.c as d'
+
+    def test_importfrom_star(self):
+        binding = StarImportation('a.b', None)
+        assert binding.source_statement == 'from a.b import *'
+        assert str(binding) == 'a.b.*'
+
+    def test_importfrom_star_relative(self):
+        binding = StarImportation('.b', None)
+        assert binding.source_statement == 'from .b import *'
+        assert str(binding) == '.b.*'
+
+    def test_importfrom_future(self):
+        binding = FutureImportation('print_function', None, None)
+        assert binding.source_statement == 'from __future__ import print_function'
+        assert str(binding) == '__future__.print_function'
+
+    def test_unusedImport_underscore(self):
+        """
+        The magic underscore var should be reported as unused when used as an
+        import alias.
+        """
+        self.flakes('import fu as _', m.UnusedImport)
+
+
+class Test(TestCase):
+
+    def test_unusedImport(self):
+        self.flakes('import fu, bar', m.UnusedImport, m.UnusedImport)
+        self.flakes('from baz import fu, bar', m.UnusedImport, m.UnusedImport)
+
+    def test_unusedImport_relative(self):
+        self.flakes('from . import fu', m.UnusedImport)
+        self.flakes('from . import fu as baz', m.UnusedImport)
+        self.flakes('from .. import fu', m.UnusedImport)
+        self.flakes('from ... import fu', m.UnusedImport)
+        self.flakes('from .. import fu as baz', m.UnusedImport)
+        self.flakes('from .bar import fu', m.UnusedImport)
+        self.flakes('from ..bar import fu', m.UnusedImport)
+        self.flakes('from ...bar import fu', m.UnusedImport)
+        self.flakes('from ...bar import fu as baz', m.UnusedImport)
+
+        checker = self.flakes('from . import fu', m.UnusedImport)
+
+        error = checker.messages[0]
+        assert error.message == '%r imported but unused'
+        assert error.message_args == ('.fu', )
+
+        checker = self.flakes('from . import fu as baz', m.UnusedImport)
+
+        error = checker.messages[0]
+        assert error.message == '%r imported but unused'
+        assert error.message_args == ('.fu as baz', )
+
+    def test_aliasedImport(self):
+        self.flakes('import fu as FU, bar as FU',
+                    m.RedefinedWhileUnused, m.UnusedImport)
+        self.flakes('from moo import fu as FU, bar as FU',
+                    m.RedefinedWhileUnused, m.UnusedImport)
+
+    def test_aliasedImportShadowModule(self):
+        """Imported aliases can shadow the source of the import."""
+        self.flakes('from moo import fu as moo; moo')
+        self.flakes('import fu as fu; fu')
+        self.flakes('import fu.bar as fu; fu')
+
+    def test_usedImport(self):
+        self.flakes('import fu; print(fu)')
+        self.flakes('from baz import fu; print(fu)')
+        self.flakes('import fu; del fu')
+
+    def test_usedImport_relative(self):
+        self.flakes('from . import fu; assert fu')
+        self.flakes('from .bar import fu; assert fu')
+        self.flakes('from .. import fu; assert fu')
+        self.flakes('from ..bar import fu as baz; assert baz')
+
+    def test_redefinedWhileUnused(self):
+        self.flakes('import fu; fu = 3', m.RedefinedWhileUnused)
+        self.flakes('import fu; fu, bar = 3', m.RedefinedWhileUnused)
+        self.flakes('import fu; [fu, bar] = 3', m.RedefinedWhileUnused)
+
+    def test_redefinedIf(self):
+        """
+        Test that importing a module twice within an if
+        block does raise a warning.
+        """
+        self.flakes('''
+        i = 2
+        if i==1:
+            import os
+            import os
+        os.path''', m.RedefinedWhileUnused)
+
+    def test_redefinedIfElse(self):
+        """
+        Test that importing a module twice in if
+        and else blocks does not raise a warning.
+        """
+        self.flakes('''
+        i = 2
+        if i==1:
+            import os
+        else:
+            import os
+        os.path''')
+
+    def test_redefinedTry(self):
+        """
+        Test that importing a module twice in a try block
+        does raise a warning.
+        """
+        self.flakes('''
+        try:
+            import os
+            import os
+        except:
+            pass
+        os.path''', m.RedefinedWhileUnused)
+
+    def test_redefinedTryExcept(self):
+        """
+        Test that importing a module twice in a try
+        and except block does not raise a warning.
+        """
+        self.flakes('''
+        try:
+            import os
+        except:
+            import os
+        os.path''')
+
+    def test_redefinedTryNested(self):
+        """
+        Test that importing a module twice using a nested
+        try/except and if blocks does not issue a warning.
+        """
+        self.flakes('''
+        try:
+            if True:
+                if True:
+                    import os
+        except:
+            import os
+        os.path''')
+
+    def test_redefinedTryExceptMulti(self):
+        self.flakes("""
+        try:
+            from aa import mixer
+        except AttributeError:
+            from bb import mixer
+        except RuntimeError:
+            from cc import mixer
+        except:
+            from dd import mixer
+        mixer(123)
+        """)
+
+    def test_redefinedTryElse(self):
+        self.flakes("""
+        try:
+            from aa import mixer
+        except ImportError:
+            pass
+        else:
+            from bb import mixer
+        mixer(123)
+        """, m.RedefinedWhileUnused)
+
+    def test_redefinedTryExceptElse(self):
+        self.flakes("""
+        try:
+            import funca
+        except ImportError:
+            from bb import funca
+            from bb import funcb
+        else:
+            from bbb import funcb
+        print(funca, funcb)
+        """)
+
+    def test_redefinedTryExceptFinally(self):
+        self.flakes("""
+        try:
+            from aa import a
+        except ImportError:
+            from bb import a
+        finally:
+            a = 42
+        print(a)
+        """)
+
+    def test_redefinedTryExceptElseFinally(self):
+        self.flakes("""
+        try:
+            import b
+        except ImportError:
+            b = Ellipsis
+            from bb import a
+        else:
+            from aa import a
+        finally:
+            a = 42
+        print(a, b)
+        """)
+
+    def test_redefinedByFunction(self):
+        self.flakes('''
+        import fu
+        def fu():
+            pass
+        ''', m.RedefinedWhileUnused)
+
+    def test_redefinedInNestedFunction(self):
+        """
+        Test that shadowing a global name with a nested function definition
+        generates a warning.
+        """
+        self.flakes('''
+        import fu
+        def bar():
+            def baz():
+                def fu():
+                    pass
+        ''', m.RedefinedWhileUnused, m.UnusedImport)
+
+    def test_redefinedInNestedFunctionTwice(self):
+        """
+        Test that shadowing a global name with a nested function definition
+        generates a warning.
+        """
+        self.flakes('''
+        import fu
+        def bar():
+            import fu
+            def baz():
+                def fu():
+                    pass
+        ''',
+                    m.RedefinedWhileUnused, m.RedefinedWhileUnused,
+                    m.UnusedImport, m.UnusedImport)
+
+    def test_redefinedButUsedLater(self):
+        """
+        Test that a global import which is redefined locally,
+        but used later in another scope does not generate a warning.
+        """
+        self.flakes('''
+        import unittest, transport
+
+        class GetTransportTestCase(unittest.TestCase):
+            def test_get_transport(self):
+                transport = 'transport'
+                self.assertIsNotNone(transport)
+
+        class TestTransportMethodArgs(unittest.TestCase):
+            def test_send_defaults(self):
+                transport.Transport()
+        ''')
+
+    def test_redefinedByClass(self):
+        self.flakes('''
+        import fu
+        class fu:
+            pass
+        ''', m.RedefinedWhileUnused)
+
+    def test_redefinedBySubclass(self):
+        """
+        If an imported name is redefined by a class statement which also uses
+        that name in the bases list, no warning is emitted.
+        """
+        self.flakes('''
+        from fu import bar
+        class bar(bar):
+            pass
+        ''')
+
+    def test_redefinedInClass(self):
+        """
+        Test that shadowing a global with a class attribute does not produce a
+        warning.
+        """
+        self.flakes('''
+        import fu
+        class bar:
+            fu = 1
+        print(fu)
+        ''')
+
+    def test_importInClass(self):
+        """
+        Test that import within class is a locally scoped attribute.
+        """
+        self.flakes('''
+        class bar:
+            import fu
+        ''')
+
+        self.flakes('''
+        class bar:
+            import fu
+
+        fu
+        ''', m.UndefinedName)
+
+    def test_usedInFunction(self):
+        self.flakes('''
+        import fu
+        def fun():
+            print(fu)
+        ''')
+
+    def test_shadowedByParameter(self):
+        self.flakes('''
+        import fu
+        def fun(fu):
+            print(fu)
+        ''', m.UnusedImport, m.RedefinedWhileUnused)
+
+        self.flakes('''
+        import fu
+        def fun(fu):
+            print(fu)
+        print(fu)
+        ''')
+
+    def test_newAssignment(self):
+        self.flakes('fu = None')
+
+    def test_usedInGetattr(self):
+        self.flakes('import fu; fu.bar.baz')
+        self.flakes('import fu; "bar".fu.baz', m.UnusedImport)
+
+    def test_usedInSlice(self):
+        self.flakes('import fu; print(fu.bar[1:])')
+
+    def test_usedInIfBody(self):
+        self.flakes('''
+        import fu
+        if True: print(fu)
+        ''')
+
+    def test_usedInIfConditional(self):
+        self.flakes('''
+        import fu
+        if fu: pass
+        ''')
+
+    def test_usedInElifConditional(self):
+        self.flakes('''
+        import fu
+        if False: pass
+        elif fu: pass
+        ''')
+
+    def test_usedInElse(self):
+        self.flakes('''
+        import fu
+        if False: pass
+        else: print(fu)
+        ''')
+
+    def test_usedInCall(self):
+        self.flakes('import fu; fu.bar()')
+
+    def test_usedInClass(self):
+        self.flakes('''
+        import fu
+        class bar:
+            bar = fu
+        ''')
+
+    def test_usedInClassBase(self):
+        self.flakes('''
+        import fu
+        class bar(object, fu.baz):
+            pass
+        ''')
+
+    def test_notUsedInNestedScope(self):
+        self.flakes('''
+        import fu
+        def bleh():
+            pass
+        print(fu)
+        ''')
+
+    def test_usedInFor(self):
+        self.flakes('''
+        import fu
+        for bar in range(9):
+            print(fu)
+        ''')
+
+    def test_usedInForElse(self):
+        self.flakes('''
+        import fu
+        for bar in range(10):
+            pass
+        else:
+            print(fu)
+        ''')
+
+    def test_redefinedByFor(self):
+        self.flakes('''
+        import fu
+        for fu in range(2):
+            pass
+        ''', m.ImportShadowedByLoopVar)
+
+    def test_shadowedByFor(self):
+        """
+        Test that shadowing a global name with a for loop variable generates a
+        warning.
+        """
+        self.flakes('''
+        import fu
+        fu.bar()
+        for fu in ():
+            pass
+        ''', m.ImportShadowedByLoopVar)
+
+    def test_shadowedByForDeep(self):
+        """
+        Test that shadowing a global name with a for loop variable nested in a
+        tuple unpack generates a warning.
+        """
+        self.flakes('''
+        import fu
+        fu.bar()
+        for (x, y, z, (a, b, c, (fu,))) in ():
+            pass
+        ''', m.ImportShadowedByLoopVar)
+        # Same with a list instead of a tuple
+        self.flakes('''
+        import fu
+        fu.bar()
+        for [x, y, z, (a, b, c, (fu,))] in ():
+            pass
+        ''', m.ImportShadowedByLoopVar)
+
+    def test_usedInReturn(self):
+        self.flakes('''
+        import fu
+        def fun():
+            return fu
+        ''')
+
+    def test_usedInOperators(self):
+        self.flakes('import fu; 3 + fu.bar')
+        self.flakes('import fu; 3 % fu.bar')
+        self.flakes('import fu; 3 - fu.bar')
+        self.flakes('import fu; 3 * fu.bar')
+        self.flakes('import fu; 3 ** fu.bar')
+        self.flakes('import fu; 3 / fu.bar')
+        self.flakes('import fu; 3 // fu.bar')
+        self.flakes('import fu; -fu.bar')
+        self.flakes('import fu; ~fu.bar')
+        self.flakes('import fu; 1 == fu.bar')
+        self.flakes('import fu; 1 | fu.bar')
+        self.flakes('import fu; 1 & fu.bar')
+        self.flakes('import fu; 1 ^ fu.bar')
+        self.flakes('import fu; 1 >> fu.bar')
+        self.flakes('import fu; 1 << fu.bar')
+
+    def test_usedInAssert(self):
+        self.flakes('import fu; assert fu.bar')
+
+    def test_usedInSubscript(self):
+        self.flakes('import fu; fu.bar[1]')
+
+    def test_usedInLogic(self):
+        self.flakes('import fu; fu and False')
+        self.flakes('import fu; fu or False')
+        self.flakes('import fu; not fu.bar')
+
+    def test_usedInList(self):
+        self.flakes('import fu; [fu]')
+
+    def test_usedInTuple(self):
+        self.flakes('import fu; (fu,)')
+
+    def test_usedInTry(self):
+        self.flakes('''
+        import fu
+        try: fu
+        except: pass
+        ''')
+
+    def test_usedInExcept(self):
+        self.flakes('''
+        import fu
+        try: fu
+        except: pass
+        ''')
+
+    def test_redefinedByExcept(self):
+        expected = [m.RedefinedWhileUnused]
+        # The exc variable is unused inside the exception handler.
+        expected.append(m.UnusedVariable)
+        self.flakes('''
+        import fu
+        try: pass
+        except Exception as fu: pass
+        ''', *expected)
+
+    def test_usedInRaise(self):
+        self.flakes('''
+        import fu
+        raise fu.bar
+        ''')
+
+    def test_usedInYield(self):
+        self.flakes('''
+        import fu
+        def gen():
+            yield fu
+        ''')
+
+    def test_usedInDict(self):
+        self.flakes('import fu; {fu:None}')
+        self.flakes('import fu; {1:fu}')
+
+    def test_usedInParameterDefault(self):
+        self.flakes('''
+        import fu
+        def f(bar=fu):
+            pass
+        ''')
+
+    def test_usedInAttributeAssign(self):
+        self.flakes('import fu; fu.bar = 1')
+
+    def test_usedInKeywordArg(self):
+        self.flakes('import fu; fu.bar(stuff=fu)')
+
+    def test_usedInAssignment(self):
+        self.flakes('import fu; bar=fu')
+        self.flakes('import fu; n=0; n+=fu')
+
+    def test_usedInListComp(self):
+        self.flakes('import fu; [fu for _ in range(1)]')
+        self.flakes('import fu; [1 for _ in range(1) if fu]')
+
+    def test_usedInTryFinally(self):
+        self.flakes('''
+        import fu
+        try: pass
+        finally: fu
+        ''')
+
+        self.flakes('''
+        import fu
+        try: fu
+        finally: pass
+        ''')
+
+    def test_usedInWhile(self):
+        self.flakes('''
+        import fu
+        while 0:
+            fu
+        ''')
+
+        self.flakes('''
+        import fu
+        while fu: pass
+        ''')
+
+    def test_usedInGlobal(self):
+        """
+        A 'global' statement shadowing an unused import should not prevent it
+        from being reported.
+        """
+        self.flakes('''
+        import fu
+        def f(): global fu
+        ''', m.UnusedImport)
+
+    def test_usedAndGlobal(self):
+        """
+        A 'global' statement shadowing a used import should not cause it to be
+        reported as unused.
+        """
+        self.flakes('''
+            import foo
+            def f(): global foo
+            def g(): foo.is_used()
+        ''')
+
+    def test_assignedToGlobal(self):
+        """
+        Binding an import to a declared global should not cause it to be
+        reported as unused.
+        """
+        self.flakes('''
+            def f(): global foo; import foo
+            def g(): foo.is_used()
+        ''')
+
+    def test_usedInExec(self):
+        exec_stmt = 'exec("print(1)", fu.bar)'
+        self.flakes('import fu; %s' % exec_stmt)
+
+    def test_usedInLambda(self):
+        self.flakes('import fu; lambda: fu')
+
+    def test_shadowedByLambda(self):
+        self.flakes('import fu; lambda fu: fu',
+                    m.UnusedImport, m.RedefinedWhileUnused)
+        self.flakes('import fu; lambda fu: fu\nfu()')
+
+    def test_usedInSliceObj(self):
+        self.flakes('import fu; "meow"[::fu]')
+
+    def test_unusedInNestedScope(self):
+        self.flakes('''
+        def bar():
+            import fu
+        fu
+        ''', m.UnusedImport, m.UndefinedName)
+
+    def test_methodsDontUseClassScope(self):
+        self.flakes('''
+        class bar:
+            import fu
+            def fun(self):
+                fu
+        ''', m.UndefinedName)
+
+    def test_nestedFunctionsNestScope(self):
+        self.flakes('''
+        def a():
+            def b():
+                fu
+            import fu
+        ''')
+
+    def test_nestedClassAndFunctionScope(self):
+        self.flakes('''
+        def a():
+            import fu
+            class b:
+                def c(self):
+                    print(fu)
+        ''')
+
+    def test_importStar(self):
+        """Use of import * at module level is reported."""
+        self.flakes('from fu import *', m.ImportStarUsed, m.UnusedImport)
+        self.flakes('''
+        try:
+            from fu import *
+        except:
+            pass
+        ''', m.ImportStarUsed, m.UnusedImport)
+
+        checker = self.flakes('from fu import *',
+                              m.ImportStarUsed, m.UnusedImport)
+
+        error = checker.messages[0]
+        assert error.message.startswith("'from %s import *' used; unable ")
+        assert error.message_args == ('fu', )
+
+        error = checker.messages[1]
+        assert error.message == '%r imported but unused'
+        assert error.message_args == ('fu.*', )
+
+    def test_importStar_relative(self):
+        """Use of import * from a relative import is reported."""
+        self.flakes('from .fu import *', m.ImportStarUsed, m.UnusedImport)
+        self.flakes('''
+        try:
+            from .fu import *
+        except:
+            pass
+        ''', m.ImportStarUsed, m.UnusedImport)
+
+        checker = self.flakes('from .fu import *',
+                              m.ImportStarUsed, m.UnusedImport)
+
+        error = checker.messages[0]
+        assert error.message.startswith("'from %s import *' used; unable ")
+        assert error.message_args == ('.fu', )
+
+        error = checker.messages[1]
+        assert error.message == '%r imported but unused'
+        assert error.message_args == ('.fu.*', )
+
+        checker = self.flakes('from .. import *',
+                              m.ImportStarUsed, m.UnusedImport)
+
+        error = checker.messages[0]
+        assert error.message.startswith("'from %s import *' used; unable ")
+        assert error.message_args == ('..', )
+
+        error = checker.messages[1]
+        assert error.message == '%r imported but unused'
+        assert error.message_args == ('from .. import *', )
+
+    def test_localImportStar(self):
+        """import * is only allowed at module level."""
+        self.flakes('''
+        def a():
+            from fu import *
+        ''', m.ImportStarNotPermitted)
+        self.flakes('''
+        class a:
+            from fu import *
+        ''', m.ImportStarNotPermitted)
+
+        checker = self.flakes('''
+        class a:
+            from .. import *
+        ''', m.ImportStarNotPermitted)
+        error = checker.messages[0]
+        assert error.message == "'from %s import *' only allowed at module level"
+        assert error.message_args == ('..', )
+
+    def test_packageImport(self):
+        """
+        If a dotted name is imported and used, no warning is reported.
+        """
+        self.flakes('''
+        import fu.bar
+        fu.bar
+        ''')
+
+    def test_unusedPackageImport(self):
+        """
+        If a dotted name is imported and not used, an unused import warning is
+        reported.
+        """
+        self.flakes('import fu.bar', m.UnusedImport)
+
+    def test_duplicateSubmoduleImport(self):
+        """
+        If a submodule of a package is imported twice, an unused import warning
+        and a redefined while unused warning are reported.
+        """
+        self.flakes('''
+        import fu.bar, fu.bar
+        fu.bar
+        ''', m.RedefinedWhileUnused)
+        self.flakes('''
+        import fu.bar
+        import fu.bar
+        fu.bar
+        ''', m.RedefinedWhileUnused)
+
+    def test_differentSubmoduleImport(self):
+        """
+        If two different submodules of a package are imported, no duplicate
+        import warning is reported for the package.
+        """
+        self.flakes('''
+        import fu.bar, fu.baz
+        fu.bar, fu.baz
+        ''')
+        self.flakes('''
+        import fu.bar
+        import fu.baz
+        fu.bar, fu.baz
+        ''')
+
+    def test_used_package_with_submodule_import(self):
+        """
+        Usage of package marks submodule imports as used.
+        """
+        self.flakes('''
+        import fu
+        import fu.bar
+        fu.x
+        ''')
+
+        self.flakes('''
+        import fu.bar
+        import fu
+        fu.x
+        ''')
+
+    def test_used_package_with_submodule_import_of_alias(self):
+        """
+        Usage of package by alias marks submodule imports as used.
+        """
+        self.flakes('''
+        import foo as f
+        import foo.bar
+        f.bar.do_something()
+        ''')
+
+        self.flakes('''
+        import foo as f
+        import foo.bar.blah
+        f.bar.blah.do_something()
+        ''')
+
+    def test_unused_package_with_submodule_import(self):
+        """
+        When a package and its submodule are imported, only report once.
+        """
+        checker = self.flakes('''
+        import fu
+        import fu.bar
+        ''', m.UnusedImport)
+        error = checker.messages[0]
+        assert error.message == '%r imported but unused'
+        assert error.message_args == ('fu.bar', )
+        assert error.lineno == 5 if self.withDoctest else 3
+
+    def test_assignRHSFirst(self):
+        self.flakes('import fu; fu = fu')
+        self.flakes('import fu; fu, bar = fu')
+        self.flakes('import fu; [fu, bar] = fu')
+        self.flakes('import fu; fu += fu')
+
+    def test_tryingMultipleImports(self):
+        self.flakes('''
+        try:
+            import fu
+        except ImportError:
+            import bar as fu
+        fu
+        ''')
+
+    def test_nonGlobalDoesNotRedefine(self):
+        self.flakes('''
+        import fu
+        def a():
+            fu = 3
+            return fu
+        fu
+        ''')
+
+    def test_functionsRunLater(self):
+        self.flakes('''
+        def a():
+            fu
+        import fu
+        ''')
+
+    def test_functionNamesAreBoundNow(self):
+        self.flakes('''
+        import fu
+        def fu():
+            fu
+        fu
+        ''', m.RedefinedWhileUnused)
+
+    def test_ignoreNonImportRedefinitions(self):
+        self.flakes('a = 1; a = 2')
+
+    @skip("todo")
+    def test_importingForImportError(self):
+        self.flakes('''
+        try:
+            import fu
+        except ImportError:
+            pass
+        ''')
+
+    def test_importedInClass(self):
+        """Imports in class scope can be used through self."""
+        self.flakes('''
+        class c:
+            import i
+            def __init__(self):
+                self.i
+        ''')
+
+    def test_importUsedInMethodDefinition(self):
+        """
+        Method named 'foo' with default args referring to module named 'foo'.
+        """
+        self.flakes('''
+        import foo
+
+        class Thing(object):
+            def foo(self, parser=foo.parse_foo):
+                pass
+        ''')
+
+    def test_futureImport(self):
+        """__future__ is special."""
+        self.flakes('from __future__ import division')
+        self.flakes('''
+        "docstring is allowed before future import"
+        from __future__ import division
+        ''')
+
+    def test_futureImportFirst(self):
+        """
+        __future__ imports must come before anything else.
+        """
+        self.flakes('''
+        x = 5
+        from __future__ import division
+        ''', m.LateFutureImport)
+        self.flakes('''
+        from foo import bar
+        from __future__ import division
+        bar
+        ''', m.LateFutureImport)
+
+    def test_futureImportUsed(self):
+        """__future__ is special, but names are injected in the namespace."""
+        self.flakes('''
+        from __future__ import division
+        from __future__ import print_function
+
+        assert print_function is not division
+        ''')
+
+    def test_futureImportUndefined(self):
+        """Importing undefined names from __future__ fails."""
+        self.flakes('''
+        from __future__ import print_statement
+        ''', m.FutureFeatureNotDefined)
+
+    def test_futureImportStar(self):
+        """Importing '*' from __future__ fails."""
+        self.flakes('''
+        from __future__ import *
+        ''', m.FutureFeatureNotDefined)
+
+
+class TestSpecialAll(TestCase):
+    """
+    Tests for suppression of unused import warnings by C{__all__}.
+    """
+    def test_ignoredInFunction(self):
+        """
+        An C{__all__} definition does not suppress unused import warnings in a
+        function scope.
+        """
+        self.flakes('''
+        def foo():
+            import bar
+            __all__ = ["bar"]
+        ''', m.UnusedImport, m.UnusedVariable)
+
+    def test_ignoredInClass(self):
+        """
+        An C{__all__} definition in a class does not suppress unused import warnings.
+        """
+        self.flakes('''
+        import bar
+        class foo:
+            __all__ = ["bar"]
+        ''', m.UnusedImport)
+
+    def test_ignored_when_not_directly_assigned(self):
+        self.flakes('''
+        import bar
+        (__all__,) = ("foo",)
+        ''', m.UnusedImport)
+
+    def test_warningSuppressed(self):
+        """
+        If a name is imported and unused but is named in C{__all__}, no warning
+        is reported.
+        """
+        self.flakes('''
+        import foo
+        __all__ = ["foo"]
+        ''')
+        self.flakes('''
+        import foo
+        __all__ = ("foo",)
+        ''')
+
+    def test_augmentedAssignment(self):
+        """
+        The C{__all__} variable is defined incrementally.
+        """
+        self.flakes('''
+        import a
+        import c
+        __all__ = ['a']
+        __all__ += ['b']
+        if 1 < 3:
+            __all__ += ['c', 'd']
+        ''', m.UndefinedExport, m.UndefinedExport)
+
+    def test_list_concatenation_assignment(self):
+        """
+        The C{__all__} variable is defined through list concatenation.
+        """
+        self.flakes('''
+        import sys
+        __all__ = ['a'] + ['b'] + ['c']
+        ''', m.UndefinedExport, m.UndefinedExport, m.UndefinedExport, m.UnusedImport)
+
+    def test_tuple_concatenation_assignment(self):
+        """
+        The C{__all__} variable is defined through tuple concatenation.
+        """
+        self.flakes('''
+        import sys
+        __all__ = ('a',) + ('b',) + ('c',)
+        ''', m.UndefinedExport, m.UndefinedExport, m.UndefinedExport, m.UnusedImport)
+
+    def test_all_with_attributes(self):
+        self.flakes('''
+        from foo import bar
+        __all__ = [bar.__name__]
+        ''')
+
+    def test_all_with_names(self):
+        # not actually valid, but shouldn't produce a crash
+        self.flakes('''
+        from foo import bar
+        __all__ = [bar]
+        ''')
+
+    def test_all_with_attributes_added(self):
+        self.flakes('''
+        from foo import bar
+        from bar import baz
+        __all__ = [bar.__name__] + [baz.__name__]
+        ''')
+
+    def test_all_mixed_attributes_and_strings(self):
+        self.flakes('''
+        from foo import bar
+        from foo import baz
+        __all__ = ['bar', baz.__name__]
+        ''')
+
+    def test_unboundExported(self):
+        """
+        If C{__all__} includes a name which is not bound, a warning is emitted.
+        """
+        self.flakes('''
+        __all__ = ["foo"]
+        ''', m.UndefinedExport)
+
+        # Skip this in __init__.py though, since the rules there are a little
+        # different.
+        for filename in ["foo/__init__.py", "__init__.py"]:
+            self.flakes('''
+            __all__ = ["foo"]
+            ''', filename=filename)
+
+    def test_importStarExported(self):
+        """
+        Report undefined if import * is used
+        """
+        self.flakes('''
+        from math import *
+        __all__ = ['sin', 'cos']
+        csc(1)
+        ''', m.ImportStarUsed, m.ImportStarUsage, m.ImportStarUsage, m.ImportStarUsage)
+
+    def test_importStarNotExported(self):
+        """Report unused import when not needed to satisfy __all__."""
+        self.flakes('''
+        from foolib import *
+        a = 1
+        __all__ = ['a']
+        ''', m.ImportStarUsed, m.UnusedImport)
+
+    def test_usedInGenExp(self):
+        """
+        Using a global in a generator expression results in no warnings.
+        """
+        self.flakes('import fu; (fu for _ in range(1))')
+        self.flakes('import fu; (1 for _ in range(1) if fu)')
+
+    def test_redefinedByGenExp(self):
+        """
+        Re-using a global name as the loop variable for a generator
+        expression results in a redefinition warning.
+        """
+        self.flakes('import fu; (1 for fu in range(1))',
+                    m.RedefinedWhileUnused, m.UnusedImport)
+
+    def test_usedAsDecorator(self):
+        """
+        Using a global name in a decorator statement results in no warnings,
+        but using an undefined name in a decorator statement results in an
+        undefined name warning.
+        """
+        self.flakes('''
+        from interior import decorate
+        @decorate
+        def f():
+            return "hello"
+        ''')
+
+        self.flakes('''
+        from interior import decorate
+        @decorate('value')
+        def f():
+            return "hello"
+        ''')
+
+        self.flakes('''
+        @decorate
+        def f():
+            return "hello"
+        ''', m.UndefinedName)
+
+    def test_usedAsClassDecorator(self):
+        """
+        Using an imported name as a class decorator results in no warnings,
+        but using an undefined name as a class decorator results in an
+        undefined name warning.
+        """
+        self.flakes('''
+        from interior import decorate
+        @decorate
+        class foo:
+            pass
+        ''')
+
+        self.flakes('''
+        from interior import decorate
+        @decorate("foo")
+        class bar:
+            pass
+        ''')
+
+        self.flakes('''
+        @decorate
+        class foo:
+            pass
+        ''', m.UndefinedName)
diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/test_is_literal.py b/venv/lib/python3.8/site-packages/pyflakes/test/test_is_literal.py
new file mode 120000
index 0000000..2af8327
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/test/test_is_literal.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a6/3f/57/0923919b3159e9f3918f5dbf1c6b6158fe9137930f7a8ca3de4af0571b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/test_match.py b/venv/lib/python3.8/site-packages/pyflakes/test/test_match.py
new file mode 120000
index 0000000..fb31ee6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/test/test_match.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/49/cc/85/72528c761f07d99fe45fb871c3e1157ea0ecf3043be2a8d1782f87a091
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/test_other.py b/venv/lib/python3.8/site-packages/pyflakes/test/test_other.py
new file mode 100644
index 0000000..b138cf6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/test/test_other.py
@@ -0,0 +1,2082 @@
+"""
+Tests for various Pyflakes behavior.
+"""
+
+from sys import version_info
+
+from pyflakes import messages as m
+from pyflakes.test.harness import TestCase, skip, skipIf
+
+
+class Test(TestCase):
+
+    def test_duplicateArgs(self):
+        self.flakes('def fu(bar, bar): pass', m.DuplicateArgument)
+
+    def test_localReferencedBeforeAssignment(self):
+        self.flakes('''
+        a = 1
+        def f():
+            a; a=1
+        f()
+        ''', m.UndefinedLocal, m.UnusedVariable)
+
+    def test_redefinedInGenerator(self):
+        """
+        Test that reusing a variable in a generator does not raise
+        a warning.
+        """
+        self.flakes('''
+        a = 1
+        (1 for a, b in [(1, 2)])
+        ''')
+        self.flakes('''
+        class A:
+            a = 1
+            list(1 for a, b in [(1, 2)])
+        ''')
+        self.flakes('''
+        def f():
+            a = 1
+            (1 for a, b in [(1, 2)])
+        ''', m.UnusedVariable)
+        self.flakes('''
+        (1 for a, b in [(1, 2)])
+        (1 for a, b in [(1, 2)])
+        ''')
+        self.flakes('''
+        for a, b in [(1, 2)]:
+            pass
+        (1 for a, b in [(1, 2)])
+        ''')
+
+    def test_redefinedInSetComprehension(self):
+        """
+        Test that reusing a variable in a set comprehension does not raise
+        a warning.
+        """
+        self.flakes('''
+        a = 1
+        {1 for a, b in [(1, 2)]}
+        ''')
+        self.flakes('''
+        class A:
+            a = 1
+            {1 for a, b in [(1, 2)]}
+        ''')
+        self.flakes('''
+        def f():
+            a = 1
+            {1 for a, b in [(1, 2)]}
+        ''', m.UnusedVariable)
+        self.flakes('''
+        {1 for a, b in [(1, 2)]}
+        {1 for a, b in [(1, 2)]}
+        ''')
+        self.flakes('''
+        for a, b in [(1, 2)]:
+            pass
+        {1 for a, b in [(1, 2)]}
+        ''')
+
+    def test_redefinedInDictComprehension(self):
+        """
+        Test that reusing a variable in a dict comprehension does not raise
+        a warning.
+        """
+        self.flakes('''
+        a = 1
+        {1: 42 for a, b in [(1, 2)]}
+        ''')
+        self.flakes('''
+        class A:
+            a = 1
+            {1: 42 for a, b in [(1, 2)]}
+        ''')
+        self.flakes('''
+        def f():
+            a = 1
+            {1: 42 for a, b in [(1, 2)]}
+        ''', m.UnusedVariable)
+        self.flakes('''
+        {1: 42 for a, b in [(1, 2)]}
+        {1: 42 for a, b in [(1, 2)]}
+        ''')
+        self.flakes('''
+        for a, b in [(1, 2)]:
+            pass
+        {1: 42 for a, b in [(1, 2)]}
+        ''')
+
+    def test_redefinedFunction(self):
+        """
+        Test that shadowing a function definition with another one raises a
+        warning.
+        """
+        self.flakes('''
+        def a(): pass
+        def a(): pass
+        ''', m.RedefinedWhileUnused)
+
+    def test_redefinedUnderscoreFunction(self):
+        """
+        Test that shadowing a function definition named with underscore doesn't
+        raise anything.
+        """
+        self.flakes('''
+        def _(): pass
+        def _(): pass
+        ''')
+
+    def test_redefinedUnderscoreImportation(self):
+        """
+        Test that shadowing an underscore importation raises a warning.
+        """
+        self.flakes('''
+        from .i18n import _
+        def _(): pass
+        ''', m.RedefinedWhileUnused)
+
+    def test_redefinedClassFunction(self):
+        """
+        Test that shadowing a function definition in a class suite with another
+        one raises a warning.
+        """
+        self.flakes('''
+        class A:
+            def a(): pass
+            def a(): pass
+        ''', m.RedefinedWhileUnused)
+
+    def test_redefinedIfElseFunction(self):
+        """
+        Test that shadowing a function definition twice in an if
+        and else block does not raise a warning.
+        """
+        self.flakes('''
+        if True:
+            def a(): pass
+        else:
+            def a(): pass
+        ''')
+
+    def test_redefinedIfFunction(self):
+        """
+        Test that shadowing a function definition within an if block
+        raises a warning.
+        """
+        self.flakes('''
+        if True:
+            def a(): pass
+            def a(): pass
+        ''', m.RedefinedWhileUnused)
+
+    def test_redefinedTryExceptFunction(self):
+        """
+        Test that shadowing a function definition twice in try
+        and except block does not raise a warning.
+        """
+        self.flakes('''
+        try:
+            def a(): pass
+        except:
+            def a(): pass
+        ''')
+
+    def test_redefinedTryFunction(self):
+        """
+        Test that shadowing a function definition within a try block
+        raises a warning.
+        """
+        self.flakes('''
+        try:
+            def a(): pass
+            def a(): pass
+        except:
+            pass
+        ''', m.RedefinedWhileUnused)
+
+    def test_redefinedIfElseInListComp(self):
+        """
+        Test that shadowing a variable in a list comprehension in
+        an if and else block does not raise a warning.
+        """
+        self.flakes('''
+        if False:
+            a = 1
+        else:
+            [a for a in '12']
+        ''')
+
+    def test_functionDecorator(self):
+        """
+        Test that shadowing a function definition with a decorated version of
+        that function does not raise a warning.
+        """
+        self.flakes('''
+        from somewhere import somedecorator
+
+        def a(): pass
+        a = somedecorator(a)
+        ''')
+
+    def test_classFunctionDecorator(self):
+        """
+        Test that shadowing a function definition in a class suite with a
+        decorated version of that function does not raise a warning.
+        """
+        self.flakes('''
+        class A:
+            def a(): pass
+            a = classmethod(a)
+        ''')
+
+    def test_modernProperty(self):
+        self.flakes("""
+        class A:
+            @property
+            def t(self):
+                pass
+            @t.setter
+            def t(self, value):
+                pass
+            @t.deleter
+            def t(self):
+                pass
+        """)
+
+    def test_unaryPlus(self):
+        """Don't die on unary +."""
+        self.flakes('+1')
+
+    def test_undefinedBaseClass(self):
+        """
+        If a name in the base list of a class definition is undefined, a
+        warning is emitted.
+        """
+        self.flakes('''
+        class foo(foo):
+            pass
+        ''', m.UndefinedName)
+
+    def test_classNameUndefinedInClassBody(self):
+        """
+        If a class name is used in the body of that class's definition and
+        the name is not already defined, a warning is emitted.
+        """
+        self.flakes('''
+        class foo:
+            foo
+        ''', m.UndefinedName)
+
+    def test_classNameDefinedPreviously(self):
+        """
+        If a class name is used in the body of that class's definition and
+        the name was previously defined in some other way, no warning is
+        emitted.
+        """
+        self.flakes('''
+        foo = None
+        class foo:
+            foo
+        ''')
+
+    def test_classRedefinition(self):
+        """
+        If a class is defined twice in the same module, a warning is emitted.
+        """
+        self.flakes('''
+        class Foo:
+            pass
+        class Foo:
+            pass
+        ''', m.RedefinedWhileUnused)
+
+    def test_functionRedefinedAsClass(self):
+        """
+        If a function is redefined as a class, a warning is emitted.
+        """
+        self.flakes('''
+        def Foo():
+            pass
+        class Foo:
+            pass
+        ''', m.RedefinedWhileUnused)
+
+    def test_classRedefinedAsFunction(self):
+        """
+        If a class is redefined as a function, a warning is emitted.
+        """
+        self.flakes('''
+        class Foo:
+            pass
+        def Foo():
+            pass
+        ''', m.RedefinedWhileUnused)
+
+    def test_classWithReturn(self):
+        """
+        If a return is used inside a class, a warning is emitted.
+        """
+        self.flakes('''
+        class Foo(object):
+            return
+        ''', m.ReturnOutsideFunction)
+
+    def test_moduleWithReturn(self):
+        """
+        If a return is used at the module level, a warning is emitted.
+        """
+        self.flakes('''
+        return
+        ''', m.ReturnOutsideFunction)
+
+    def test_classWithYield(self):
+        """
+        If a yield is used inside a class, a warning is emitted.
+        """
+        self.flakes('''
+        class Foo(object):
+            yield
+        ''', m.YieldOutsideFunction)
+
+    def test_moduleWithYield(self):
+        """
+        If a yield is used at the module level, a warning is emitted.
+        """
+        self.flakes('''
+        yield
+        ''', m.YieldOutsideFunction)
+
+    def test_classWithYieldFrom(self):
+        """
+        If a yield from is used inside a class, a warning is emitted.
+        """
+        self.flakes('''
+        class Foo(object):
+            yield from range(10)
+        ''', m.YieldOutsideFunction)
+
+    def test_moduleWithYieldFrom(self):
+        """
+        If a yield from is used at the module level, a warning is emitted.
+        """
+        self.flakes('''
+        yield from range(10)
+        ''', m.YieldOutsideFunction)
+
+    def test_continueOutsideLoop(self):
+        self.flakes('''
+        continue
+        ''', m.ContinueOutsideLoop)
+
+        self.flakes('''
+        def f():
+            continue
+        ''', m.ContinueOutsideLoop)
+
+        self.flakes('''
+        while True:
+            pass
+        else:
+            continue
+        ''', m.ContinueOutsideLoop)
+
+        self.flakes('''
+        while True:
+            pass
+        else:
+            if 1:
+                if 2:
+                    continue
+        ''', m.ContinueOutsideLoop)
+
+        self.flakes('''
+        while True:
+            def f():
+                continue
+        ''', m.ContinueOutsideLoop)
+
+        self.flakes('''
+        while True:
+            class A:
+                continue
+        ''', m.ContinueOutsideLoop)
+
+    def test_continueInsideLoop(self):
+        self.flakes('''
+        while True:
+            continue
+        ''')
+
+        self.flakes('''
+        for i in range(10):
+            continue
+        ''')
+
+        self.flakes('''
+        while True:
+            if 1:
+                continue
+        ''')
+
+        self.flakes('''
+        for i in range(10):
+            if 1:
+                continue
+        ''')
+
+        self.flakes('''
+        while True:
+            while True:
+                pass
+            else:
+                continue
+        else:
+            pass
+        ''')
+
+        self.flakes('''
+        while True:
+            try:
+                pass
+            finally:
+                while True:
+                    continue
+        ''')
+
+    @skipIf(version_info > (3, 8), "Python <= 3.8 only")
+    def test_continueInFinally(self):
+        # 'continue' inside 'finally' is a special syntax error
+        # that is removed in 3.8
+        self.flakes('''
+        while True:
+            try:
+                pass
+            finally:
+                continue
+        ''', m.ContinueInFinally)
+
+        self.flakes('''
+        while True:
+            try:
+                pass
+            finally:
+                if 1:
+                    if 2:
+                        continue
+        ''', m.ContinueInFinally)
+
+        # Even when not in a loop, this is the error Python gives
+        self.flakes('''
+        try:
+            pass
+        finally:
+            continue
+        ''', m.ContinueInFinally)
+
+    def test_breakOutsideLoop(self):
+        self.flakes('''
+        break
+        ''', m.BreakOutsideLoop)
+
+        self.flakes('''
+        def f():
+            break
+        ''', m.BreakOutsideLoop)
+
+        self.flakes('''
+        while True:
+            pass
+        else:
+            break
+        ''', m.BreakOutsideLoop)
+
+        self.flakes('''
+        while True:
+            pass
+        else:
+            if 1:
+                if 2:
+                    break
+        ''', m.BreakOutsideLoop)
+
+        self.flakes('''
+        while True:
+            def f():
+                break
+        ''', m.BreakOutsideLoop)
+
+        self.flakes('''
+        while True:
+            class A:
+                break
+        ''', m.BreakOutsideLoop)
+
+        self.flakes('''
+        try:
+            pass
+        finally:
+            break
+        ''', m.BreakOutsideLoop)
+
+    def test_breakInsideLoop(self):
+        self.flakes('''
+        while True:
+            break
+        ''')
+
+        self.flakes('''
+        for i in range(10):
+            break
+        ''')
+
+        self.flakes('''
+        while True:
+            if 1:
+                break
+        ''')
+
+        self.flakes('''
+        for i in range(10):
+            if 1:
+                break
+        ''')
+
+        self.flakes('''
+        while True:
+            while True:
+                pass
+            else:
+                break
+        else:
+            pass
+        ''')
+
+        self.flakes('''
+        while True:
+            try:
+                pass
+            finally:
+                while True:
+                    break
+        ''')
+
+        self.flakes('''
+        while True:
+            try:
+                pass
+            finally:
+                break
+        ''')
+
+        self.flakes('''
+        while True:
+            try:
+                pass
+            finally:
+                if 1:
+                    if 2:
+                        break
+        ''')
+
+    def test_defaultExceptLast(self):
+        """
+        A default except block should be last.
+
+        YES:
+
+        try:
+            ...
+        except Exception:
+            ...
+        except:
+            ...
+
+        NO:
+
+        try:
+            ...
+        except:
+            ...
+        except Exception:
+            ...
+        """
+        self.flakes('''
+        try:
+            pass
+        except ValueError:
+            pass
+        ''')
+
+        self.flakes('''
+        try:
+            pass
+        except ValueError:
+            pass
+        except:
+            pass
+        ''')
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        ''')
+
+        self.flakes('''
+        try:
+            pass
+        except ValueError:
+            pass
+        else:
+            pass
+        ''')
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        else:
+            pass
+        ''')
+
+        self.flakes('''
+        try:
+            pass
+        except ValueError:
+            pass
+        except:
+            pass
+        else:
+            pass
+        ''')
+
+    def test_defaultExceptNotLast(self):
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        ''', m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except:
+            pass
+        ''', m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        except:
+            pass
+        ''', m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        ''', m.DefaultExceptNotLast, m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        else:
+            pass
+        ''', m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except:
+            pass
+        else:
+            pass
+        ''', m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        except:
+            pass
+        else:
+            pass
+        ''', m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        else:
+            pass
+        ''', m.DefaultExceptNotLast, m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        finally:
+            pass
+        ''', m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except:
+            pass
+        finally:
+            pass
+        ''', m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        except:
+            pass
+        finally:
+            pass
+        ''', m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        finally:
+            pass
+        ''', m.DefaultExceptNotLast, m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        else:
+            pass
+        finally:
+            pass
+        ''', m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except:
+            pass
+        else:
+            pass
+        finally:
+            pass
+        ''', m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        except:
+            pass
+        else:
+            pass
+        finally:
+            pass
+        ''', m.DefaultExceptNotLast)
+
+        self.flakes('''
+        try:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        except:
+            pass
+        except ValueError:
+            pass
+        else:
+            pass
+        finally:
+            pass
+        ''', m.DefaultExceptNotLast, m.DefaultExceptNotLast)
+
+    def test_starredAssignmentNoError(self):
+        """
+        Python 3 extended iterable unpacking
+        """
+        self.flakes('''
+        a, *b = range(10)
+        ''')
+
+        self.flakes('''
+        *a, b = range(10)
+        ''')
+
+        self.flakes('''
+        a, *b, c = range(10)
+        ''')
+
+        self.flakes('''
+        (a, *b) = range(10)
+        ''')
+
+        self.flakes('''
+        (*a, b) = range(10)
+        ''')
+
+        self.flakes('''
+        (a, *b, c) = range(10)
+        ''')
+
+        self.flakes('''
+        [a, *b] = range(10)
+        ''')
+
+        self.flakes('''
+        [*a, b] = range(10)
+        ''')
+
+        self.flakes('''
+        [a, *b, c] = range(10)
+        ''')
+
+        # Taken from test_unpack_ex.py in the cPython source
+        s = ", ".join("a%d" % i for i in range(1 << 8 - 1)) + \
+            ", *rest = range(1<<8)"
+        self.flakes(s)
+
+        s = "(" + ", ".join("a%d" % i for i in range(1 << 8 - 1)) + \
+            ", *rest) = range(1<<8)"
+        self.flakes(s)
+
+        s = "[" + ", ".join("a%d" % i for i in range(1 << 8 - 1)) + \
+            ", *rest] = range(1<<8)"
+        self.flakes(s)
+
+    def test_starredAssignmentErrors(self):
+        """
+        SyntaxErrors (not encoded in the ast) surrounding Python 3 extended
+        iterable unpacking
+        """
+        # Taken from test_unpack_ex.py in the cPython source
+        s = ", ".join("a%d" % i for i in range(1 << 8)) + \
+            ", *rest = range(1<<8 + 1)"
+        self.flakes(s, m.TooManyExpressionsInStarredAssignment)
+
+        s = "(" + ", ".join("a%d" % i for i in range(1 << 8)) + \
+            ", *rest) = range(1<<8 + 1)"
+        self.flakes(s, m.TooManyExpressionsInStarredAssignment)
+
+        s = "[" + ", ".join("a%d" % i for i in range(1 << 8)) + \
+            ", *rest] = range(1<<8 + 1)"
+        self.flakes(s, m.TooManyExpressionsInStarredAssignment)
+
+        s = ", ".join("a%d" % i for i in range(1 << 8 + 1)) + \
+            ", *rest = range(1<<8 + 2)"
+        self.flakes(s, m.TooManyExpressionsInStarredAssignment)
+
+        s = "(" + ", ".join("a%d" % i for i in range(1 << 8 + 1)) + \
+            ", *rest) = range(1<<8 + 2)"
+        self.flakes(s, m.TooManyExpressionsInStarredAssignment)
+
+        s = "[" + ", ".join("a%d" % i for i in range(1 << 8 + 1)) + \
+            ", *rest] = range(1<<8 + 2)"
+        self.flakes(s, m.TooManyExpressionsInStarredAssignment)
+
+        # No way we can actually test this!
+        # s = "*rest, " + ", ".join("a%d" % i for i in range(1<<24)) + \
+        #    ", *rest = range(1<<24 + 1)"
+        # self.flakes(s, m.TooManyExpressionsInStarredAssignment)
+
+        self.flakes('''
+        a, *b, *c = range(10)
+        ''', m.TwoStarredExpressions)
+
+        self.flakes('''
+        a, *b, c, *d = range(10)
+        ''', m.TwoStarredExpressions)
+
+        self.flakes('''
+        *a, *b, *c = range(10)
+        ''', m.TwoStarredExpressions)
+
+        self.flakes('''
+        (a, *b, *c) = range(10)
+        ''', m.TwoStarredExpressions)
+
+        self.flakes('''
+        (a, *b, c, *d) = range(10)
+        ''', m.TwoStarredExpressions)
+
+        self.flakes('''
+        (*a, *b, *c) = range(10)
+        ''', m.TwoStarredExpressions)
+
+        self.flakes('''
+        [a, *b, *c] = range(10)
+        ''', m.TwoStarredExpressions)
+
+        self.flakes('''
+        [a, *b, c, *d] = range(10)
+        ''', m.TwoStarredExpressions)
+
+        self.flakes('''
+        [*a, *b, *c] = range(10)
+        ''', m.TwoStarredExpressions)
+
+    @skip("todo: Too hard to make this warn but other cases stay silent")
+    def test_doubleAssignment(self):
+        """
+        If a variable is re-assigned to without being used, no warning is
+        emitted.
+        """
+        self.flakes('''
+        x = 10
+        x = 20
+        ''', m.RedefinedWhileUnused)
+
+    def test_doubleAssignmentConditionally(self):
+        """
+        If a variable is re-assigned within a conditional, no warning is
+        emitted.
+        """
+        self.flakes('''
+        x = 10
+        if True:
+            x = 20
+        ''')
+
+    def test_doubleAssignmentWithUse(self):
+        """
+        If a variable is re-assigned to after being used, no warning is
+        emitted.
+        """
+        self.flakes('''
+        x = 10
+        y = x * 2
+        x = 20
+        ''')
+
+    def test_comparison(self):
+        """
+        If a defined name is used on either side of any of the six comparison
+        operators, no warning is emitted.
+        """
+        self.flakes('''
+        x = 10
+        y = 20
+        x < y
+        x <= y
+        x == y
+        x != y
+        x >= y
+        x > y
+        ''')
+
+    def test_identity(self):
+        """
+        If a defined name is used on either side of an identity test, no
+        warning is emitted.
+        """
+        self.flakes('''
+        x = 10
+        y = 20
+        x is y
+        x is not y
+        ''')
+
+    def test_containment(self):
+        """
+        If a defined name is used on either side of a containment test, no
+        warning is emitted.
+        """
+        self.flakes('''
+        x = 10
+        y = 20
+        x in y
+        x not in y
+        ''')
+
+    def test_loopControl(self):
+        """
+        break and continue statements are supported.
+        """
+        self.flakes('''
+        for x in [1, 2]:
+            break
+        ''')
+        self.flakes('''
+        for x in [1, 2]:
+            continue
+        ''')
+
+    def test_ellipsis(self):
+        """
+        Ellipsis in a slice is supported.
+        """
+        self.flakes('''
+        [1, 2][...]
+        ''')
+
+    def test_extendedSlice(self):
+        """
+        Extended slices are supported.
+        """
+        self.flakes('''
+        x = 3
+        [1, 2][x,:]
+        ''')
+
+    def test_varAugmentedAssignment(self):
+        """
+        Augmented assignment of a variable is supported.
+        We don't care about var refs.
+        """
+        self.flakes('''
+        foo = 0
+        foo += 1
+        ''')
+
+    def test_attrAugmentedAssignment(self):
+        """
+        Augmented assignment of attributes is supported.
+        We don't care about attr refs.
+        """
+        self.flakes('''
+        foo = None
+        foo.bar += foo.baz
+        ''')
+
+    def test_globalDeclaredInDifferentScope(self):
+        """
+        A 'global' can be declared in one scope and reused in another.
+        """
+        self.flakes('''
+        def f(): global foo
+        def g(): foo = 'anything'; foo.is_used()
+        ''')
+
+    def test_function_arguments(self):
+        """
+        Test to traverse ARG and ARGUMENT handler
+        """
+        self.flakes('''
+        def foo(a, b):
+            pass
+        ''')
+
+        self.flakes('''
+        def foo(a, b, c=0):
+            pass
+        ''')
+
+        self.flakes('''
+        def foo(a, b, c=0, *args):
+            pass
+        ''')
+
+        self.flakes('''
+        def foo(a, b, c=0, *args, **kwargs):
+            pass
+        ''')
+
+    def test_function_arguments_python3(self):
+        self.flakes('''
+        def foo(a, b, c=0, *args, d=0, **kwargs):
+            pass
+        ''')
+
+
+class TestUnusedAssignment(TestCase):
+    """
+    Tests for warning about unused assignments.
+    """
+
+    def test_unusedVariable(self):
+        """
+        Warn when a variable in a function is assigned a value that's never
+        used.
+        """
+        self.flakes('''
+        def a():
+            b = 1
+        ''', m.UnusedVariable)
+
+    def test_unusedUnderscoreVariable(self):
+        """
+        Don't warn when the magic "_" (underscore) variable is unused.
+        See issue #202.
+        """
+        self.flakes('''
+        def a(unused_param):
+            _ = unused_param
+        ''')
+
+    def test_unusedVariableAsLocals(self):
+        """
+        Using locals() it is perfectly valid to have unused variables
+        """
+        self.flakes('''
+        def a():
+            b = 1
+            return locals()
+        ''')
+
+    def test_unusedVariableNoLocals(self):
+        """
+        Using locals() in wrong scope should not matter
+        """
+        self.flakes('''
+        def a():
+            locals()
+            def a():
+                b = 1
+                return
+        ''', m.UnusedVariable)
+
+    @skip("todo: Difficult because it doesn't apply in the context of a loop")
+    def test_unusedReassignedVariable(self):
+        """
+        Shadowing a used variable can still raise an UnusedVariable warning.
+        """
+        self.flakes('''
+        def a():
+            b = 1
+            b.foo()
+            b = 2
+        ''', m.UnusedVariable)
+
+    def test_variableUsedInLoop(self):
+        """
+        Shadowing a used variable cannot raise an UnusedVariable warning in the
+        context of a loop.
+        """
+        self.flakes('''
+        def a():
+            b = True
+            while b:
+                b = False
+        ''')
+
+    def test_assignToGlobal(self):
+        """
+        Assigning to a global and then not using that global is perfectly
+        acceptable. Do not mistake it for an unused local variable.
+        """
+        self.flakes('''
+        b = 0
+        def a():
+            global b
+            b = 1
+        ''')
+
+    def test_assignToNonlocal(self):
+        """
+        Assigning to a nonlocal and then not using that binding is perfectly
+        acceptable. Do not mistake it for an unused local variable.
+        """
+        self.flakes('''
+        b = b'0'
+        def a():
+            nonlocal b
+            b = b'1'
+        ''')
+
+    def test_assignToMember(self):
+        """
+        Assigning to a member of another object and then not using that member
+        variable is perfectly acceptable. Do not mistake it for an unused
+        local variable.
+        """
+        # XXX: Adding this test didn't generate a failure. Maybe not
+        # necessary?
+        self.flakes('''
+        class b:
+            pass
+        def a():
+            b.foo = 1
+        ''')
+
+    def test_assignInForLoop(self):
+        """
+        Don't warn when a variable in a for loop is assigned to but not used.
+        """
+        self.flakes('''
+        def f():
+            for i in range(10):
+                pass
+        ''')
+
+    def test_assignInListComprehension(self):
+        """
+        Don't warn when a variable in a list comprehension is
+        assigned to but not used.
+        """
+        self.flakes('''
+        def f():
+            [None for i in range(10)]
+        ''')
+
+    def test_generatorExpression(self):
+        """
+        Don't warn when a variable in a generator expression is
+        assigned to but not used.
+        """
+        self.flakes('''
+        def f():
+            (None for i in range(10))
+        ''')
+
+    def test_assignmentInsideLoop(self):
+        """
+        Don't warn when a variable assignment occurs lexically after its use.
+        """
+        self.flakes('''
+        def f():
+            x = None
+            for i in range(10):
+                if i > 2:
+                    return x
+                x = i * 2
+        ''')
+
+    def test_tupleUnpacking(self):
+        """
+        Don't warn when a variable included in tuple unpacking is unused. It's
+        very common for variables in a tuple unpacking assignment to be unused
+        in good Python code, so warning will only create false positives.
+        """
+        self.flakes('''
+        def f(tup):
+            (x, y) = tup
+        ''')
+        self.flakes('''
+        def f():
+            (x, y) = 1, 2
+        ''', m.UnusedVariable, m.UnusedVariable)
+        self.flakes('''
+        def f():
+            (x, y) = coords = 1, 2
+            if x > 1:
+                print(coords)
+        ''')
+        self.flakes('''
+        def f():
+            (x, y) = coords = 1, 2
+        ''', m.UnusedVariable)
+        self.flakes('''
+        def f():
+            coords = (x, y) = 1, 2
+        ''', m.UnusedVariable)
+
+    def test_listUnpacking(self):
+        """
+        Don't warn when a variable included in list unpacking is unused.
+        """
+        self.flakes('''
+        def f(tup):
+            [x, y] = tup
+        ''')
+        self.flakes('''
+        def f():
+            [x, y] = [1, 2]
+        ''', m.UnusedVariable, m.UnusedVariable)
+
+    def test_closedOver(self):
+        """
+        Don't warn when the assignment is used in an inner function.
+        """
+        self.flakes('''
+        def barMaker():
+            foo = 5
+            def bar():
+                return foo
+            return bar
+        ''')
+
+    def test_doubleClosedOver(self):
+        """
+        Don't warn when the assignment is used in an inner function, even if
+        that inner function itself is in an inner function.
+        """
+        self.flakes('''
+        def barMaker():
+            foo = 5
+            def bar():
+                def baz():
+                    return foo
+            return bar
+        ''')
+
+    def test_tracebackhideSpecialVariable(self):
+        """
+        Do not warn about unused local variable __tracebackhide__, which is
+        a special variable for py.test.
+        """
+        self.flakes("""
+            def helper():
+                __tracebackhide__ = True
+        """)
+
+    def test_ifexp(self):
+        """
+        Test C{foo if bar else baz} statements.
+        """
+        self.flakes("a = 'moo' if True else 'oink'")
+        self.flakes("a = foo if True else 'oink'", m.UndefinedName)
+        self.flakes("a = 'moo' if True else bar", m.UndefinedName)
+
+    def test_if_tuple(self):
+        """
+        Test C{if (foo,)} conditions.
+        """
+        self.flakes("""if (): pass""")
+        self.flakes("""
+        if (
+            True
+        ):
+            pass
+        """)
+        self.flakes("""
+        if (
+            True,
+        ):
+            pass
+        """, m.IfTuple)
+        self.flakes("""
+        x = 1 if (
+            True,
+        ) else 2
+        """, m.IfTuple)
+
+    def test_withStatementNoNames(self):
+        """
+        No warnings are emitted for using inside or after a nameless C{with}
+        statement a name defined beforehand.
+        """
+        self.flakes('''
+        bar = None
+        with open("foo"):
+            bar
+        bar
+        ''')
+
+    def test_withStatementSingleName(self):
+        """
+        No warnings are emitted for using a name defined by a C{with} statement
+        within the suite or afterwards.
+        """
+        self.flakes('''
+        with open('foo') as bar:
+            bar
+        bar
+        ''')
+
+    def test_withStatementAttributeName(self):
+        """
+        No warnings are emitted for using an attribute as the target of a
+        C{with} statement.
+        """
+        self.flakes('''
+        import foo
+        with open('foo') as foo.bar:
+            pass
+        ''')
+
+    def test_withStatementSubscript(self):
+        """
+        No warnings are emitted for using a subscript as the target of a
+        C{with} statement.
+        """
+        self.flakes('''
+        import foo
+        with open('foo') as foo[0]:
+            pass
+        ''')
+
+    def test_withStatementSubscriptUndefined(self):
+        """
+        An undefined name warning is emitted if the subscript used as the
+        target of a C{with} statement is not defined.
+        """
+        self.flakes('''
+        import foo
+        with open('foo') as foo[bar]:
+            pass
+        ''', m.UndefinedName)
+
+    def test_withStatementTupleNames(self):
+        """
+        No warnings are emitted for using any of the tuple of names defined by
+        a C{with} statement within the suite or afterwards.
+        """
+        self.flakes('''
+        with open('foo') as (bar, baz):
+            bar, baz
+        bar, baz
+        ''')
+
+    def test_withStatementListNames(self):
+        """
+        No warnings are emitted for using any of the list of names defined by a
+        C{with} statement within the suite or afterwards.
+        """
+        self.flakes('''
+        with open('foo') as [bar, baz]:
+            bar, baz
+        bar, baz
+        ''')
+
+    def test_withStatementComplicatedTarget(self):
+        """
+        If the target of a C{with} statement uses any or all of the valid forms
+        for that part of the grammar (See
+        U{http://docs.python.org/reference/compound_stmts.html#the-with-statement}),
+        the names involved are checked both for definedness and any bindings
+        created are respected in the suite of the statement and afterwards.
+        """
+        self.flakes('''
+        c = d = e = g = h = i = None
+        with open('foo') as [(a, b), c[d], e.f, g[h:i]]:
+            a, b, c, d, e, g, h, i
+        a, b, c, d, e, g, h, i
+        ''')
+
+    def test_withStatementSingleNameUndefined(self):
+        """
+        An undefined name warning is emitted if the name first defined by a
+        C{with} statement is used before the C{with} statement.
+        """
+        self.flakes('''
+        bar
+        with open('foo') as bar:
+            pass
+        ''', m.UndefinedName)
+
+    def test_withStatementTupleNamesUndefined(self):
+        """
+        An undefined name warning is emitted if a name first defined by the
+        tuple-unpacking form of the C{with} statement is used before the
+        C{with} statement.
+        """
+        self.flakes('''
+        baz
+        with open('foo') as (bar, baz):
+            pass
+        ''', m.UndefinedName)
+
+    def test_withStatementSingleNameRedefined(self):
+        """
+        A redefined name warning is emitted if a name bound by an import is
+        rebound by the name defined by a C{with} statement.
+        """
+        self.flakes('''
+        import bar
+        with open('foo') as bar:
+            pass
+        ''', m.RedefinedWhileUnused)
+
+    def test_withStatementTupleNamesRedefined(self):
+        """
+        A redefined name warning is emitted if a name bound by an import is
+        rebound by one of the names defined by the tuple-unpacking form of a
+        C{with} statement.
+        """
+        self.flakes('''
+        import bar
+        with open('foo') as (bar, baz):
+            pass
+        ''', m.RedefinedWhileUnused)
+
+    def test_withStatementUndefinedInside(self):
+        """
+        An undefined name warning is emitted if a name is used inside the
+        body of a C{with} statement without first being bound.
+        """
+        self.flakes('''
+        with open('foo') as bar:
+            baz
+        ''', m.UndefinedName)
+
+    def test_withStatementNameDefinedInBody(self):
+        """
+        A name defined in the body of a C{with} statement can be used after
+        the body ends without warning.
+        """
+        self.flakes('''
+        with open('foo') as bar:
+            baz = 10
+        baz
+        ''')
+
+    def test_withStatementUndefinedInExpression(self):
+        """
+        An undefined name warning is emitted if a name in the I{test}
+        expression of a C{with} statement is undefined.
+        """
+        self.flakes('''
+        with bar as baz:
+            pass
+        ''', m.UndefinedName)
+
+        self.flakes('''
+        with bar as bar:
+            pass
+        ''', m.UndefinedName)
+
+    def test_dictComprehension(self):
+        """
+        Dict comprehensions are properly handled.
+        """
+        self.flakes('''
+        a = {1: x for x in range(10)}
+        ''')
+
+    def test_setComprehensionAndLiteral(self):
+        """
+        Set comprehensions are properly handled.
+        """
+        self.flakes('''
+        a = {1, 2, 3}
+        b = {x for x in range(10)}
+        ''')
+
+    def test_exceptionUsedInExcept(self):
+        self.flakes('''
+        try: pass
+        except Exception as e: e
+        ''')
+
+        self.flakes('''
+        def download_review():
+            try: pass
+            except Exception as e: e
+        ''')
+
+    def test_exceptionUnusedInExcept(self):
+        self.flakes('''
+        try: pass
+        except Exception as e: pass
+        ''', m.UnusedVariable)
+
+    @skipIf(version_info < (3, 11), 'new in Python 3.11')
+    def test_exception_unused_in_except_star(self):
+        self.flakes('''
+            try:
+                pass
+            except* OSError as e:
+                pass
+        ''', m.UnusedVariable)
+
+    def test_exceptionUnusedInExceptInFunction(self):
+        self.flakes('''
+        def download_review():
+            try: pass
+            except Exception as e: pass
+        ''', m.UnusedVariable)
+
+    def test_exceptWithoutNameInFunction(self):
+        """
+        Don't issue false warning when an unnamed exception is used.
+        Previously, there would be a false warning, but only when the
+        try..except was in a function
+        """
+        self.flakes('''
+        import tokenize
+        def foo():
+            try: pass
+            except tokenize.TokenError: pass
+        ''')
+
+    def test_exceptWithoutNameInFunctionTuple(self):
+        """
+        Don't issue false warning when an unnamed exception is used.
+        This example catches a tuple of exception types.
+        """
+        self.flakes('''
+        import tokenize
+        def foo():
+            try: pass
+            except (tokenize.TokenError, IndentationError): pass
+        ''')
+
+    def test_augmentedAssignmentImportedFunctionCall(self):
+        """
+        Consider a function that is called on the right part of an
+        augassign operation to be used.
+        """
+        self.flakes('''
+        from foo import bar
+        baz = 0
+        baz += bar()
+        ''')
+
+    def test_assert_without_message(self):
+        """An assert without a message is not an error."""
+        self.flakes('''
+        a = 1
+        assert a
+        ''')
+
+    def test_assert_with_message(self):
+        """An assert with a message is not an error."""
+        self.flakes('''
+        a = 1
+        assert a, 'x'
+        ''')
+
+    def test_assert_tuple(self):
+        """An assert of a non-empty tuple is always True."""
+        self.flakes('''
+        assert (False, 'x')
+        assert (False, )
+        ''', m.AssertTuple, m.AssertTuple)
+
+    def test_assert_tuple_empty(self):
+        """An assert of an empty tuple is always False."""
+        self.flakes('''
+        assert ()
+        ''')
+
+    def test_assert_static(self):
+        """An assert of a static value is not an error."""
+        self.flakes('''
+        assert True
+        assert 1
+        ''')
+
+    def test_yieldFromUndefined(self):
+        """
+        Test C{yield from} statement
+        """
+        self.flakes('''
+        def bar():
+            yield from foo()
+        ''', m.UndefinedName)
+
+    def test_f_string(self):
+        """Test PEP 498 f-strings are treated as a usage."""
+        self.flakes('''
+        baz = 0
+        print(f'\x7b4*baz\N{RIGHT CURLY BRACKET}')
+        ''')
+
+    @skipIf(version_info < (3, 8), 'new in Python 3.8')
+    def test_assign_expr(self):
+        """Test PEP 572 assignment expressions are treated as usage / write."""
+        self.flakes('''
+        from foo import y
+        print(x := y)
+        print(x)
+        ''')
+
+    @skipIf(version_info < (3, 8), 'new in Python 3.8')
+    def test_assign_expr_generator_scope(self):
+        """Test assignment expressions in generator expressions."""
+        self.flakes('''
+        if (any((y := x[0]) for x in [[True]])):
+            print(y)
+        ''')
+
+    @skipIf(version_info < (3, 8), 'new in Python 3.8')
+    def test_assign_expr_nested(self):
+        """Test assignment expressions in nested expressions."""
+        self.flakes('''
+        if ([(y:=x) for x in range(4) if [(z:=q) for q in range(4)]]):
+            print(y)
+            print(z)
+        ''')
+
+
+class TestStringFormatting(TestCase):
+
+    def test_f_string_without_placeholders(self):
+        self.flakes("f'foo'", m.FStringMissingPlaceholders)
+        self.flakes('''
+            f"""foo
+            bar
+            """
+        ''', m.FStringMissingPlaceholders)
+        self.flakes('''
+            print(
+                f'foo'
+                f'bar'
+            )
+        ''', m.FStringMissingPlaceholders)
+        # this is an "escaped placeholder" but not a placeholder
+        self.flakes("f'{{}}'", m.FStringMissingPlaceholders)
+        # ok: f-string with placeholders
+        self.flakes('''
+            x = 5
+            print(f'{x}')
+        ''')
+        # ok: f-string with format specifiers
+        self.flakes('''
+            x = 'a' * 90
+            print(f'{x:.8}')
+        ''')
+        # ok: f-string with multiple format specifiers
+        self.flakes('''
+            x = y = 5
+            print(f'{x:>2} {y:>2}')
+        ''')
+
+    def test_invalid_dot_format_calls(self):
+        self.flakes('''
+            '{'.format(1)
+        ''', m.StringDotFormatInvalidFormat)
+        self.flakes('''
+            '{} {1}'.format(1, 2)
+        ''', m.StringDotFormatMixingAutomatic)
+        self.flakes('''
+            '{0} {}'.format(1, 2)
+        ''', m.StringDotFormatMixingAutomatic)
+        self.flakes('''
+            '{}'.format(1, 2)
+        ''', m.StringDotFormatExtraPositionalArguments)
+        self.flakes('''
+            '{}'.format(1, bar=2)
+        ''', m.StringDotFormatExtraNamedArguments)
+        self.flakes('''
+            '{} {}'.format(1)
+        ''', m.StringDotFormatMissingArgument)
+        self.flakes('''
+            '{2}'.format()
+        ''', m.StringDotFormatMissingArgument)
+        self.flakes('''
+            '{bar}'.format()
+        ''', m.StringDotFormatMissingArgument)
+        # too much string recursion (placeholder-in-placeholder)
+        self.flakes('''
+            '{:{:{}}}'.format(1, 2, 3)
+        ''', m.StringDotFormatInvalidFormat)
+        # ok: dotted / bracketed names need to handle the param differently
+        self.flakes("'{.__class__}'.format('')")
+        self.flakes("'{foo[bar]}'.format(foo={'bar': 'barv'})")
+        # ok: placeholder-placeholders
+        self.flakes('''
+            print('{:{}} {}'.format(1, 15, 2))
+        ''')
+        # ok: not a placeholder-placeholder
+        self.flakes('''
+            print('{:2}'.format(1))
+        ''')
+        # ok: not mixed automatic
+        self.flakes('''
+            '{foo}-{}'.format(1, foo=2)
+        ''')
+        # ok: we can't determine statically the format args
+        self.flakes('''
+            a = ()
+            "{}".format(*a)
+        ''')
+        self.flakes('''
+            k = {}
+            "{foo}".format(**k)
+        ''')
+
+    def test_invalid_percent_format_calls(self):
+        self.flakes('''
+            '%(foo)' % {'foo': 'bar'}
+        ''', m.PercentFormatInvalidFormat)
+        self.flakes('''
+            '%s %(foo)s' % {'foo': 'bar'}
+        ''', m.PercentFormatMixedPositionalAndNamed)
+        self.flakes('''
+            '%(foo)s %s' % {'foo': 'bar'}
+        ''', m.PercentFormatMixedPositionalAndNamed)
+        self.flakes('''
+            '%j' % (1,)
+        ''', m.PercentFormatUnsupportedFormatCharacter)
+        self.flakes('''
+            '%s %s' % (1,)
+        ''', m.PercentFormatPositionalCountMismatch)
+        self.flakes('''
+            '%s %s' % (1, 2, 3)
+        ''', m.PercentFormatPositionalCountMismatch)
+        self.flakes('''
+            '%(bar)s' % {}
+        ''', m.PercentFormatMissingArgument,)
+        self.flakes('''
+            '%(bar)s' % {'bar': 1, 'baz': 2}
+        ''', m.PercentFormatExtraNamedArguments)
+        self.flakes('''
+            '%(bar)s' % (1, 2, 3)
+        ''', m.PercentFormatExpectedMapping)
+        self.flakes('''
+            '%s %s' % {'k': 'v'}
+        ''', m.PercentFormatExpectedSequence)
+        self.flakes('''
+            '%(bar)*s' % {'bar': 'baz'}
+        ''', m.PercentFormatStarRequiresSequence)
+        # ok: single %s with mapping
+        self.flakes('''
+            '%s' % {'foo': 'bar', 'baz': 'womp'}
+        ''')
+        # ok: does not cause a MemoryError (the strings aren't evaluated)
+        self.flakes('''
+            "%1000000000000f" % 1
+        ''')
+        # ok: %% should not count towards placeholder count
+        self.flakes('''
+            '%% %s %% %s' % (1, 2)
+        ''')
+        # ok: * consumes one positional argument
+        self.flakes('''
+            '%.*f' % (2, 1.1234)
+            '%*.*f' % (5, 2, 3.1234)
+        ''')
+
+    def test_ok_percent_format_cannot_determine_element_count(self):
+        self.flakes('''
+            a = []
+            '%s %s' % [*a]
+            '%s %s' % (*a,)
+        ''')
+        self.flakes('''
+            k = {}
+            '%(k)s' % {**k}
+        ''')
+
+
+class TestAsyncStatements(TestCase):
+
+    def test_asyncDef(self):
+        self.flakes('''
+        async def bar():
+            return 42
+        ''')
+
+    def test_asyncDefAwait(self):
+        self.flakes('''
+        async def read_data(db):
+            await db.fetch('SELECT ...')
+        ''')
+
+    def test_asyncDefUndefined(self):
+        self.flakes('''
+        async def bar():
+            return foo()
+        ''', m.UndefinedName)
+
+    def test_asyncFor(self):
+        self.flakes('''
+        async def read_data(db):
+            output = []
+            async for row in db.cursor():
+                output.append(row)
+            return output
+        ''')
+
+    def test_asyncForUnderscoreLoopVar(self):
+        self.flakes('''
+        async def coro(it):
+            async for _ in it:
+                pass
+        ''')
+
+    def test_loopControlInAsyncFor(self):
+        self.flakes('''
+        async def read_data(db):
+            output = []
+            async for row in db.cursor():
+                if row[0] == 'skip':
+                    continue
+                output.append(row)
+            return output
+        ''')
+
+        self.flakes('''
+        async def read_data(db):
+            output = []
+            async for row in db.cursor():
+                if row[0] == 'stop':
+                    break
+                output.append(row)
+            return output
+        ''')
+
+    def test_loopControlInAsyncForElse(self):
+        self.flakes('''
+        async def read_data(db):
+            output = []
+            async for row in db.cursor():
+                output.append(row)
+            else:
+                continue
+            return output
+        ''', m.ContinueOutsideLoop)
+
+        self.flakes('''
+        async def read_data(db):
+            output = []
+            async for row in db.cursor():
+                output.append(row)
+            else:
+                break
+            return output
+        ''', m.BreakOutsideLoop)
+
+    @skipIf(version_info > (3, 8), "Python <= 3.8 only")
+    def test_continueInAsyncForFinally(self):
+        self.flakes('''
+        async def read_data(db):
+            output = []
+            async for row in db.cursor():
+                try:
+                    output.append(row)
+                finally:
+                    continue
+            return output
+        ''', m.ContinueInFinally)
+
+    def test_asyncWith(self):
+        self.flakes('''
+        async def commit(session, data):
+            async with session.transaction():
+                await session.update(data)
+        ''')
+
+    def test_asyncWithItem(self):
+        self.flakes('''
+        async def commit(session, data):
+            async with session.transaction() as trans:
+                await trans.begin()
+                ...
+                await trans.end()
+        ''')
+
+    def test_matmul(self):
+        self.flakes('''
+        def foo(a, b):
+            return a @ b
+        ''')
+
+    def test_formatstring(self):
+        self.flakes('''
+        hi = 'hi'
+        mom = 'mom'
+        f'{hi} {mom}'
+        ''')
+
+    def test_raise_notimplemented(self):
+        self.flakes('''
+        raise NotImplementedError("This is fine")
+        ''')
+
+        self.flakes('''
+        raise NotImplementedError
+        ''')
+
+        self.flakes('''
+        raise NotImplemented("This isn't gonna work")
+        ''', m.RaiseNotImplemented)
+
+        self.flakes('''
+        raise NotImplemented
+        ''', m.RaiseNotImplemented)
+
+
+class TestIncompatiblePrintOperator(TestCase):
+    """
+    Tests for warning about invalid use of print function.
+    """
+
+    def test_valid_print(self):
+        self.flakes('''
+        print("Hello")
+        ''')
+
+    def test_invalid_print_when_imported_from_future(self):
+        exc = self.flakes('''
+        from __future__ import print_function
+        import sys
+        print >>sys.stderr, "Hello"
+        ''', m.InvalidPrintSyntax).messages[0]
+
+        self.assertEqual(exc.lineno, 4)
+        self.assertEqual(exc.col, 0)
+
+    def test_print_function_assignment(self):
+        """
+        A valid assignment, tested for catching false positives.
+        """
+        self.flakes('''
+        from __future__ import print_function
+        log = print
+        log("Hello")
+        ''')
+
+    def test_print_in_lambda(self):
+        self.flakes('''
+        from __future__ import print_function
+        a = lambda: print
+        ''')
+
+    def test_print_returned_in_function(self):
+        self.flakes('''
+        from __future__ import print_function
+        def a():
+            return print
+        ''')
+
+    def test_print_as_condition_test(self):
+        self.flakes('''
+        from __future__ import print_function
+        if print: pass
+        ''')
diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/test_type_annotations.py b/venv/lib/python3.8/site-packages/pyflakes/test/test_type_annotations.py
new file mode 100644
index 0000000..3775cd3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/test/test_type_annotations.py
@@ -0,0 +1,796 @@
+"""
+Tests for behaviour related to type annotations.
+"""
+
+from sys import version_info
+
+from pyflakes import messages as m
+from pyflakes.test.harness import TestCase, skipIf
+
+
+class TestTypeAnnotations(TestCase):
+
+    def test_typingOverload(self):
+        """Allow intentional redefinitions via @typing.overload"""
+        self.flakes("""
+        import typing
+        from typing import overload
+
+        @overload
+        def f(s):  # type: (None) -> None
+            pass
+
+        @overload
+        def f(s):  # type: (int) -> int
+            pass
+
+        def f(s):
+            return s
+
+        @typing.overload
+        def g(s):  # type: (None) -> None
+            pass
+
+        @typing.overload
+        def g(s):  # type: (int) -> int
+            pass
+
+        def g(s):
+            return s
+        """)
+
+    def test_typingExtensionsOverload(self):
+        """Allow intentional redefinitions via @typing_extensions.overload"""
+        self.flakes("""
+        import typing_extensions
+        from typing_extensions import overload
+
+        @overload
+        def f(s):  # type: (None) -> None
+            pass
+
+        @overload
+        def f(s):  # type: (int) -> int
+            pass
+
+        def f(s):
+            return s
+
+        @typing_extensions.overload
+        def g(s):  # type: (None) -> None
+            pass
+
+        @typing_extensions.overload
+        def g(s):  # type: (int) -> int
+            pass
+
+        def g(s):
+            return s
+        """)
+
+    def test_typingOverloadAsync(self):
+        """Allow intentional redefinitions via @typing.overload (async)"""
+        self.flakes("""
+        from typing import overload
+
+        @overload
+        async def f(s):  # type: (None) -> None
+            pass
+
+        @overload
+        async def f(s):  # type: (int) -> int
+            pass
+
+        async def f(s):
+            return s
+        """)
+
+    def test_overload_with_multiple_decorators(self):
+        self.flakes("""
+            from typing import overload
+            dec = lambda f: f
+
+            @dec
+            @overload
+            def f(x):  # type: (int) -> int
+                pass
+
+            @dec
+            @overload
+            def f(x):  # type: (str) -> str
+                pass
+
+            @dec
+            def f(x): return x
+       """)
+
+    def test_overload_in_class(self):
+        self.flakes("""
+        from typing import overload
+
+        class C:
+            @overload
+            def f(self, x):  # type: (int) -> int
+                pass
+
+            @overload
+            def f(self, x):  # type: (str) -> str
+                pass
+
+            def f(self, x): return x
+        """)
+
+    def test_aliased_import(self):
+        """Detect when typing is imported as another name"""
+        self.flakes("""
+        import typing as t
+
+        @t.overload
+        def f(s):  # type: (None) -> None
+            pass
+
+        @t.overload
+        def f(s):  # type: (int) -> int
+            pass
+
+        def f(s):
+            return s
+        """)
+
+    def test_not_a_typing_overload(self):
+        """regression test for @typing.overload detection bug in 2.1.0"""
+        self.flakes("""
+            def foo(x):
+                return x
+
+            @foo
+            def bar():
+                pass
+
+            def bar():
+                pass
+        """, m.RedefinedWhileUnused)
+
+    def test_variable_annotations(self):
+        self.flakes('''
+        name: str
+        age: int
+        ''')
+        self.flakes('''
+        name: str = 'Bob'
+        age: int = 18
+        ''')
+        self.flakes('''
+        class C:
+            name: str
+            age: int
+        ''')
+        self.flakes('''
+        class C:
+            name: str = 'Bob'
+            age: int = 18
+        ''')
+        self.flakes('''
+        def f():
+            name: str
+            age: int
+        ''')
+        self.flakes('''
+        def f():
+            name: str = 'Bob'
+            age: int = 18
+            foo: not_a_real_type = None
+        ''', m.UnusedVariable, m.UnusedVariable, m.UnusedVariable, m.UndefinedName)
+        self.flakes('''
+        def f():
+            name: str
+            print(name)
+        ''', m.UndefinedName)
+        self.flakes('''
+        from typing import Any
+        def f():
+            a: Any
+        ''')
+        self.flakes('''
+        foo: not_a_real_type
+        ''', m.UndefinedName)
+        self.flakes('''
+        foo: not_a_real_type = None
+        ''', m.UndefinedName)
+        self.flakes('''
+        class C:
+            foo: not_a_real_type
+        ''', m.UndefinedName)
+        self.flakes('''
+        class C:
+            foo: not_a_real_type = None
+        ''', m.UndefinedName)
+        self.flakes('''
+        def f():
+            class C:
+                foo: not_a_real_type
+        ''', m.UndefinedName)
+        self.flakes('''
+        def f():
+            class C:
+                foo: not_a_real_type = None
+        ''', m.UndefinedName)
+        self.flakes('''
+        from foo import Bar
+        bar: Bar
+        ''')
+        self.flakes('''
+        from foo import Bar
+        bar: 'Bar'
+        ''')
+        self.flakes('''
+        import foo
+        bar: foo.Bar
+        ''')
+        self.flakes('''
+        import foo
+        bar: 'foo.Bar'
+        ''')
+        self.flakes('''
+        from foo import Bar
+        def f(bar: Bar): pass
+        ''')
+        self.flakes('''
+        from foo import Bar
+        def f(bar: 'Bar'): pass
+        ''')
+        self.flakes('''
+        from foo import Bar
+        def f(bar) -> Bar: return bar
+        ''')
+        self.flakes('''
+        from foo import Bar
+        def f(bar) -> 'Bar': return bar
+        ''')
+        self.flakes('''
+        bar: 'Bar'
+        ''', m.UndefinedName)
+        self.flakes('''
+        bar: 'foo.Bar'
+        ''', m.UndefinedName)
+        self.flakes('''
+        from foo import Bar
+        bar: str
+        ''', m.UnusedImport)
+        self.flakes('''
+        from foo import Bar
+        def f(bar: str): pass
+        ''', m.UnusedImport)
+        self.flakes('''
+        def f(a: A) -> A: pass
+        class A: pass
+        ''', m.UndefinedName, m.UndefinedName)
+        self.flakes('''
+        def f(a: 'A') -> 'A': return a
+        class A: pass
+        ''')
+        self.flakes('''
+        a: A
+        class A: pass
+        ''', m.UndefinedName)
+        self.flakes('''
+        a: 'A'
+        class A: pass
+        ''')
+        self.flakes('''
+        T: object
+        def f(t: T): pass
+        ''', m.UndefinedName)
+        self.flakes('''
+        T: object
+        def g(t: 'T'): pass
+        ''')
+        self.flakes('''
+        a: 'A B'
+        ''', m.ForwardAnnotationSyntaxError)
+        self.flakes('''
+        a: 'A; B'
+        ''', m.ForwardAnnotationSyntaxError)
+        self.flakes('''
+        a: '1 + 2'
+        ''')
+        self.flakes('''
+        a: 'a: "A"'
+        ''', m.ForwardAnnotationSyntaxError)
+
+    def test_TypeAlias_annotations(self):
+        self.flakes("""
+        from typing_extensions import TypeAlias
+        from foo import Bar
+
+        bar: TypeAlias = Bar
+        """)
+        self.flakes("""
+        from typing_extensions import TypeAlias
+        from foo import Bar
+
+        bar: TypeAlias = 'Bar'
+        """)
+        self.flakes("""
+        from typing_extensions import TypeAlias
+        from foo import Bar
+
+        class A:
+            bar: TypeAlias = Bar
+        """)
+        self.flakes("""
+        from typing_extensions import TypeAlias
+        from foo import Bar
+
+        class A:
+            bar: TypeAlias = 'Bar'
+        """)
+        self.flakes("""
+        from typing_extensions import TypeAlias
+
+        bar: TypeAlias
+        """)
+        self.flakes("""
+        from typing_extensions import TypeAlias
+        from foo import Bar
+
+        bar: TypeAlias
+        """, m.UnusedImport)
+
+    def test_annotating_an_import(self):
+        self.flakes('''
+            from a import b, c
+            b: c
+            print(b)
+        ''')
+
+    def test_unused_annotation(self):
+        # Unused annotations are fine in module and class scope
+        self.flakes('''
+        x: int
+        class Cls:
+            y: int
+        ''')
+        # TODO: this should print a UnusedVariable message
+        self.flakes('''
+        def f():
+            x: int
+        ''')
+        # This should only print one UnusedVariable message
+        self.flakes('''
+        def f():
+            x: int
+            x = 3
+        ''', m.UnusedVariable)
+
+    def test_annotated_async_def(self):
+        self.flakes('''
+        class c: pass
+        async def func(c: c) -> None: pass
+        ''')
+
+    @skipIf(version_info < (3, 7), 'new in Python 3.7')
+    def test_postponed_annotations(self):
+        self.flakes('''
+        from __future__ import annotations
+        def f(a: A) -> A: pass
+        class A:
+            b: B
+        class B: pass
+        ''')
+
+        self.flakes('''
+        from __future__ import annotations
+        def f(a: A) -> A: pass
+        class A:
+            b: Undefined
+        class B: pass
+        ''', m.UndefinedName)
+
+        self.flakes('''
+        from __future__ import annotations
+        T: object
+        def f(t: T): pass
+        def g(t: 'T'): pass
+        ''')
+
+    def test_type_annotation_clobbers_all(self):
+        self.flakes('''\
+        from typing import TYPE_CHECKING, List
+
+        from y import z
+
+        if not TYPE_CHECKING:
+            __all__ = ("z",)
+        else:
+            __all__: List[str]
+        ''')
+
+    def test_typeCommentsMarkImportsAsUsed(self):
+        self.flakes("""
+        from mod import A, B, C, D, E, F, G
+
+
+        def f(
+            a,  # type: A
+        ):
+            # type: (...) -> B
+            for b in a:  # type: C
+                with b as c:  # type: D
+                    d = c.x  # type: E
+                    return d
+
+
+        def g(x):  # type: (F) -> G
+            return x.y
+        """)
+
+    def test_typeCommentsFullSignature(self):
+        self.flakes("""
+        from mod import A, B, C, D
+        def f(a, b):
+            # type: (A, B[C]) -> D
+            return a + b
+        """)
+
+    def test_typeCommentsStarArgs(self):
+        self.flakes("""
+        from mod import A, B, C, D
+        def f(a, *b, **c):
+            # type: (A, *B, **C) -> D
+            return a + b
+        """)
+
+    def test_typeCommentsFullSignatureWithDocstring(self):
+        self.flakes('''
+        from mod import A, B, C, D
+        def f(a, b):
+            # type: (A, B[C]) -> D
+            """do the thing!"""
+            return a + b
+        ''')
+
+    def test_typeCommentsAdditionalComment(self):
+        self.flakes("""
+        from mod import F
+
+        x = 1 # type: F  # noqa
+        """)
+
+    def test_typeCommentsNoWhitespaceAnnotation(self):
+        self.flakes("""
+        from mod import F
+
+        x = 1  #type:F
+        """)
+
+    def test_typeCommentsInvalidDoesNotMarkAsUsed(self):
+        self.flakes("""
+        from mod import F
+
+        # type: F
+        """, m.UnusedImport)
+
+    def test_typeCommentsSyntaxError(self):
+        self.flakes("""
+        def f(x):  # type: (F[) -> None
+            pass
+        """, m.CommentAnnotationSyntaxError)
+
+    def test_typeCommentsSyntaxErrorCorrectLine(self):
+        checker = self.flakes("""\
+        x = 1
+        # type: definitely not a PEP 484 comment
+        """, m.CommentAnnotationSyntaxError)
+        self.assertEqual(checker.messages[0].lineno, 2)
+
+    def test_typeCommentsAssignedToPreviousNode(self):
+        # This test demonstrates an issue in the implementation which
+        # associates the type comment with a node above it, however the type
+        # comment isn't valid according to mypy.  If an improved approach
+        # which can detect these "invalid" type comments is implemented, this
+        # test should be removed / improved to assert that new check.
+        self.flakes("""
+        from mod import F
+        x = 1
+        # type: F
+        """)
+
+    def test_typeIgnore(self):
+        self.flakes("""
+        a = 0  # type: ignore
+        b = 0  # type: ignore[excuse]
+        c = 0  # type: ignore=excuse
+        d = 0  # type: ignore [excuse]
+        e = 0  # type: ignore whatever
+        """)
+
+    def test_typeIgnoreBogus(self):
+        self.flakes("""
+        x = 1  # type: ignored
+        """, m.UndefinedName)
+
+    def test_typeIgnoreBogusUnicode(self):
+        self.flakes("""
+        x = 2  # type: ignore\xc3
+        """, m.UndefinedName)
+
+    def test_return_annotation_is_class_scope_variable(self):
+        self.flakes("""
+        from typing import TypeVar
+        class Test:
+            Y = TypeVar('Y')
+
+            def t(self, x: Y) -> Y:
+                return x
+        """)
+
+    def test_return_annotation_is_function_body_variable(self):
+        self.flakes("""
+        class Test:
+            def t(self) -> Y:
+                Y = 2
+                return Y
+        """, m.UndefinedName)
+
+    @skipIf(version_info < (3, 8), 'new in Python 3.8')
+    def test_positional_only_argument_annotations(self):
+        self.flakes("""
+        from x import C
+
+        def f(c: C, /): ...
+        """)
+
+    def test_partially_quoted_type_annotation(self):
+        self.flakes("""
+        from queue import Queue
+        from typing import Optional
+
+        def f() -> Optional['Queue[str]']:
+            return None
+        """)
+
+    def test_partially_quoted_type_assignment(self):
+        self.flakes("""
+        from queue import Queue
+        from typing import Optional
+
+        MaybeQueue = Optional['Queue[str]']
+        """)
+
+    def test_nested_partially_quoted_type_assignment(self):
+        self.flakes("""
+        from queue import Queue
+        from typing import Callable
+
+        Func = Callable[['Queue[str]'], None]
+        """)
+
+    def test_quoted_type_cast(self):
+        self.flakes("""
+        from typing import cast, Optional
+
+        maybe_int = cast('Optional[int]', 42)
+        """)
+
+    def test_type_cast_literal_str_to_str(self):
+        # Checks that our handling of quoted type annotations in the first
+        # argument to `cast` doesn't cause issues when (only) the _second_
+        # argument is a literal str which looks a bit like a type annotation.
+        self.flakes("""
+        from typing import cast
+
+        a_string = cast(str, 'Optional[int]')
+        """)
+
+    def test_quoted_type_cast_renamed_import(self):
+        self.flakes("""
+        from typing import cast as tsac, Optional as Maybe
+
+        maybe_int = tsac('Maybe[int]', 42)
+        """)
+
+    def test_quoted_TypeVar_constraints(self):
+        self.flakes("""
+        from typing import TypeVar, Optional
+
+        T = TypeVar('T', 'str', 'Optional[int]', bytes)
+        """)
+
+    def test_quoted_TypeVar_bound(self):
+        self.flakes("""
+        from typing import TypeVar, Optional, List
+
+        T = TypeVar('T', bound='Optional[int]')
+        S = TypeVar('S', int, bound='List[int]')
+        """)
+
+    def test_literal_type_typing(self):
+        self.flakes("""
+        from typing import Literal
+
+        def f(x: Literal['some string']) -> None:
+            return None
+        """)
+
+    def test_literal_type_typing_extensions(self):
+        self.flakes("""
+        from typing_extensions import Literal
+
+        def f(x: Literal['some string']) -> None:
+            return None
+        """)
+
+    def test_annotated_type_typing_missing_forward_type(self):
+        self.flakes("""
+        from typing import Annotated
+
+        def f(x: Annotated['integer']) -> None:
+            return None
+        """, m.UndefinedName)
+
+    def test_annotated_type_typing_missing_forward_type_multiple_args(self):
+        self.flakes("""
+        from typing import Annotated
+
+        def f(x: Annotated['integer', 1]) -> None:
+            return None
+        """, m.UndefinedName)
+
+    def test_annotated_type_typing_with_string_args(self):
+        self.flakes("""
+        from typing import Annotated
+
+        def f(x: Annotated[int, '> 0']) -> None:
+            return None
+        """)
+
+    def test_annotated_type_typing_with_string_args_in_union(self):
+        self.flakes("""
+        from typing import Annotated, Union
+
+        def f(x: Union[Annotated['int', '>0'], 'integer']) -> None:
+            return None
+        """, m.UndefinedName)
+
+    def test_literal_type_some_other_module(self):
+        """err on the side of false-negatives for types named Literal"""
+        self.flakes("""
+        from my_module import compat
+        from my_module.compat import Literal
+
+        def f(x: compat.Literal['some string']) -> None:
+            return None
+        def g(x: Literal['some string']) -> None:
+            return None
+        """)
+
+    def test_literal_union_type_typing(self):
+        self.flakes("""
+        from typing import Literal
+
+        def f(x: Literal['some string', 'foo bar']) -> None:
+            return None
+        """)
+
+    def test_deferred_twice_annotation(self):
+        self.flakes("""
+            from queue import Queue
+            from typing import Optional
+
+
+            def f() -> "Optional['Queue[str]']":
+                return None
+        """)
+
+    @skipIf(version_info < (3, 7), 'new in Python 3.7')
+    def test_partial_string_annotations_with_future_annotations(self):
+        self.flakes("""
+            from __future__ import annotations
+
+            from queue import Queue
+            from typing import Optional
+
+
+            def f() -> Optional['Queue[str]']:
+                return None
+        """)
+
+    def test_idomiatic_typing_guards(self):
+        # typing.TYPE_CHECKING: python3.5.3+
+        self.flakes("""
+            from typing import TYPE_CHECKING
+
+            if TYPE_CHECKING:
+                from t import T
+
+            def f():  # type: () -> T
+                pass
+        """)
+        # False: the old, more-compatible approach
+        self.flakes("""
+            if False:
+                from t import T
+
+            def f():  # type: () -> T
+                pass
+        """)
+        # some choose to assign a constant and do it that way
+        self.flakes("""
+            MYPY = False
+
+            if MYPY:
+                from t import T
+
+            def f():  # type: () -> T
+                pass
+        """)
+
+    def test_typing_guard_for_protocol(self):
+        self.flakes("""
+            from typing import TYPE_CHECKING
+
+            if TYPE_CHECKING:
+                from typing import Protocol
+            else:
+                Protocol = object
+
+            class C(Protocol):
+                def f():  # type: () -> int
+                    pass
+        """)
+
+    def test_typednames_correct_forward_ref(self):
+        self.flakes("""
+            from typing import TypedDict, List, NamedTuple
+
+            List[TypedDict("x", {})]
+            List[TypedDict("x", x=int)]
+            List[NamedTuple("a", a=int)]
+            List[NamedTuple("a", [("a", int)])]
+        """)
+        self.flakes("""
+            from typing import TypedDict, List, NamedTuple, TypeVar
+
+            List[TypedDict("x", {"x": "Y"})]
+            List[TypedDict("x", x="Y")]
+            List[NamedTuple("a", [("a", "Y")])]
+            List[NamedTuple("a", a="Y")]
+            List[TypedDict("x", {"x": List["a"]})]
+            List[TypeVar("A", bound="C")]
+            List[TypeVar("A", List["C"])]
+        """, *[m.UndefinedName]*7)
+        self.flakes("""
+            from typing import NamedTuple, TypeVar, cast
+            from t import A, B, C, D, E
+
+            NamedTuple("A", [("a", A["C"])])
+            TypeVar("A", bound=A["B"])
+            TypeVar("A", A["D"])
+            cast(A["E"], [])
+        """)
+
+    def test_namedtypes_classes(self):
+        self.flakes("""
+            from typing import TypedDict, NamedTuple
+            class X(TypedDict):
+                y: TypedDict("z", {"zz":int})
+
+            class Y(NamedTuple):
+                y: NamedTuple("v", [("vv", int)])
+        """)
+
+    @skipIf(version_info < (3, 11), 'new in Python 3.11')
+    def test_variadic_generics(self):
+        self.flakes("""
+            from typing import Generic
+            from typing import TypeVarTuple
+
+            Ts = TypeVarTuple('Ts')
+
+            class Shape(Generic[*Ts]): pass
+
+            def f(*args: *Ts) -> None: ...
+
+            def g(x: Shape[*Ts]) -> Shape[*Ts]: ...
+        """)
diff --git a/venv/lib/python3.8/site-packages/pyflakes/test/test_undefined_names.py b/venv/lib/python3.8/site-packages/pyflakes/test/test_undefined_names.py
new file mode 100644
index 0000000..f3b89ea
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pyflakes/test/test_undefined_names.py
@@ -0,0 +1,820 @@
+import ast
+
+from pyflakes import messages as m, checker
+from pyflakes.test.harness import TestCase, skip
+
+
+class Test(TestCase):
+    def test_undefined(self):
+        self.flakes('bar', m.UndefinedName)
+
+    def test_definedInListComp(self):
+        self.flakes('[a for a in range(10) if a]')
+
+    def test_undefinedInListComp(self):
+        self.flakes('''
+        [a for a in range(10)]
+        a
+        ''',
+                    m.UndefinedName)
+
+    def test_undefinedExceptionName(self):
+        """Exception names can't be used after the except: block.
+
+        The exc variable is unused inside the exception handler."""
+        self.flakes('''
+        try:
+            raise ValueError('ve')
+        except ValueError as exc:
+            pass
+        exc
+        ''', m.UndefinedName, m.UnusedVariable)
+
+    def test_namesDeclaredInExceptBlocks(self):
+        """Locals declared in except: blocks can be used after the block.
+
+        This shows the example in test_undefinedExceptionName is
+        different."""
+        self.flakes('''
+        try:
+            raise ValueError('ve')
+        except ValueError as exc:
+            e = exc
+        e
+        ''')
+
+    @skip('error reporting disabled due to false positives below')
+    def test_undefinedExceptionNameObscuringLocalVariable(self):
+        """Exception names obscure locals, can't be used after.
+
+        Last line will raise UnboundLocalError on Python 3 after exiting
+        the except: block. Note next two examples for false positives to
+        watch out for."""
+        self.flakes('''
+        exc = 'Original value'
+        try:
+            raise ValueError('ve')
+        except ValueError as exc:
+            pass
+        exc
+        ''',
+                    m.UndefinedName)
+
+    def test_undefinedExceptionNameObscuringLocalVariable2(self):
+        """Exception names are unbound after the `except:` block.
+
+        Last line will raise UnboundLocalError.
+        The exc variable is unused inside the exception handler.
+        """
+        self.flakes('''
+        try:
+            raise ValueError('ve')
+        except ValueError as exc:
+            pass
+        print(exc)
+        exc = 'Original value'
+        ''', m.UndefinedName, m.UnusedVariable)
+
+    def test_undefinedExceptionNameObscuringLocalVariableFalsePositive1(self):
+        """Exception names obscure locals, can't be used after. Unless.
+
+        Last line will never raise UnboundLocalError because it's only
+        entered if no exception was raised."""
+        self.flakes('''
+        exc = 'Original value'
+        try:
+            raise ValueError('ve')
+        except ValueError as exc:
+            print('exception logged')
+            raise
+        exc
+        ''', m.UnusedVariable)
+
+    def test_delExceptionInExcept(self):
+        """The exception name can be deleted in the except: block."""
+        self.flakes('''
+        try:
+            pass
+        except Exception as exc:
+            del exc
+        ''')
+
+    def test_undefinedExceptionNameObscuringLocalVariableFalsePositive2(self):
+        """Exception names obscure locals, can't be used after. Unless.
+
+        Last line will never raise UnboundLocalError because `error` is
+        only falsy if the `except:` block has not been entered."""
+        self.flakes('''
+        exc = 'Original value'
+        error = None
+        try:
+            raise ValueError('ve')
+        except ValueError as exc:
+            error = 'exception logged'
+        if error:
+            print(error)
+        else:
+            exc
+        ''', m.UnusedVariable)
+
+    @skip('error reporting disabled due to false positives below')
+    def test_undefinedExceptionNameObscuringGlobalVariable(self):
+        """Exception names obscure globals, can't be used after.
+
+        Last line will raise UnboundLocalError because the existence of that
+        exception name creates a local scope placeholder for it, obscuring any
+        globals, etc."""
+        self.flakes('''
+        exc = 'Original value'
+        def func():
+            try:
+                pass  # nothing is raised
+            except ValueError as exc:
+                pass  # block never entered, exc stays unbound
+            exc
+        ''',
+                    m.UndefinedLocal)
+
+    @skip('error reporting disabled due to false positives below')
+    def test_undefinedExceptionNameObscuringGlobalVariable2(self):
+        """Exception names obscure globals, can't be used after.
+
+        Last line will raise NameError on Python 3 because the name is
+        locally unbound after the `except:` block, even if it's
+        nonlocal. We should issue an error in this case because code
+        only working correctly if an exception isn't raised, is invalid.
+        Unless it's explicitly silenced, see false positives below."""
+        self.flakes('''
+        exc = 'Original value'
+        def func():
+            global exc
+            try:
+                raise ValueError('ve')
+            except ValueError as exc:
+                pass  # block never entered, exc stays unbound
+            exc
+        ''',
+                    m.UndefinedLocal)
+
+    def test_undefinedExceptionNameObscuringGlobalVariableFalsePositive1(self):
+        """Exception names obscure globals, can't be used after. Unless.
+
+        Last line will never raise NameError because it's only entered
+        if no exception was raised."""
+        self.flakes('''
+        exc = 'Original value'
+        def func():
+            global exc
+            try:
+                raise ValueError('ve')
+            except ValueError as exc:
+                print('exception logged')
+                raise
+            exc
+        ''', m.UnusedVariable)
+
+    def test_undefinedExceptionNameObscuringGlobalVariableFalsePositive2(self):
+        """Exception names obscure globals, can't be used after. Unless.
+
+        Last line will never raise NameError because `error` is only
+        falsy if the `except:` block has not been entered."""
+        self.flakes('''
+        exc = 'Original value'
+        def func():
+            global exc
+            error = None
+            try:
+                raise ValueError('ve')
+            except ValueError as exc:
+                error = 'exception logged'
+            if error:
+                print(error)
+            else:
+                exc
+        ''', m.UnusedVariable)
+
+    def test_functionsNeedGlobalScope(self):
+        self.flakes('''
+        class a:
+            def b():
+                fu
+        fu = 1
+        ''')
+
+    def test_builtins(self):
+        self.flakes('range(10)')
+
+    def test_builtinWindowsError(self):
+        """
+        C{WindowsError} is sometimes a builtin name, so no warning is emitted
+        for using it.
+        """
+        self.flakes('WindowsError')
+
+    def test_moduleAnnotations(self):
+        """
+        Use of the C{__annotations__} in module scope should not emit
+        an undefined name warning when version is greater than or equal to 3.6.
+        """
+        self.flakes('__annotations__')
+
+    def test_magicGlobalsFile(self):
+        """
+        Use of the C{__file__} magic global should not emit an undefined name
+        warning.
+        """
+        self.flakes('__file__')
+
+    def test_magicGlobalsBuiltins(self):
+        """
+        Use of the C{__builtins__} magic global should not emit an undefined
+        name warning.
+        """
+        self.flakes('__builtins__')
+
+    def test_magicGlobalsName(self):
+        """
+        Use of the C{__name__} magic global should not emit an undefined name
+        warning.
+        """
+        self.flakes('__name__')
+
+    def test_magicGlobalsPath(self):
+        """
+        Use of the C{__path__} magic global should not emit an undefined name
+        warning, if you refer to it from a file called __init__.py.
+        """
+        self.flakes('__path__', m.UndefinedName)
+        self.flakes('__path__', filename='package/__init__.py')
+
+    def test_magicModuleInClassScope(self):
+        """
+        Use of the C{__module__} magic builtin should not emit an undefined
+        name warning if used in class scope.
+        """
+        self.flakes('__module__', m.UndefinedName)
+        self.flakes('''
+        class Foo:
+            __module__
+        ''')
+        self.flakes('''
+        class Foo:
+            def bar(self):
+                __module__
+        ''', m.UndefinedName)
+
+    def test_magicQualnameInClassScope(self):
+        """
+        Use of the C{__qualname__} magic builtin should not emit an undefined
+        name warning if used in class scope.
+        """
+        self.flakes('__qualname__', m.UndefinedName)
+        self.flakes('''
+        class Foo:
+            __qualname__
+        ''')
+        self.flakes('''
+        class Foo:
+            def bar(self):
+                __qualname__
+        ''', m.UndefinedName)
+
+    def test_globalImportStar(self):
+        """Can't find undefined names with import *."""
+        self.flakes('from fu import *; bar',
+                    m.ImportStarUsed, m.ImportStarUsage)
+
+    def test_definedByGlobal(self):
+        """
+        "global" can make an otherwise undefined name in another function
+        defined.
+        """
+        self.flakes('''
+        def a(): global fu; fu = 1
+        def b(): fu
+        ''')
+        self.flakes('''
+        def c(): bar
+        def b(): global bar; bar = 1
+        ''')
+
+    def test_definedByGlobalMultipleNames(self):
+        """
+        "global" can accept multiple names.
+        """
+        self.flakes('''
+        def a(): global fu, bar; fu = 1; bar = 2
+        def b(): fu; bar
+        ''')
+
+    def test_globalInGlobalScope(self):
+        """
+        A global statement in the global scope is ignored.
+        """
+        self.flakes('''
+        global x
+        def foo():
+            print(x)
+        ''', m.UndefinedName)
+
+    def test_global_reset_name_only(self):
+        """A global statement does not prevent other names being undefined."""
+        # Only different undefined names are reported.
+        # See following test that fails where the same name is used.
+        self.flakes('''
+        def f1():
+            s
+
+        def f2():
+            global m
+        ''', m.UndefinedName)
+
+    @skip("todo")
+    def test_unused_global(self):
+        """An unused global statement does not define the name."""
+        self.flakes('''
+        def f1():
+            m
+
+        def f2():
+            global m
+        ''', m.UndefinedName)
+
+    def test_del(self):
+        """Del deletes bindings."""
+        self.flakes('a = 1; del a; a', m.UndefinedName)
+
+    def test_delGlobal(self):
+        """Del a global binding from a function."""
+        self.flakes('''
+        a = 1
+        def f():
+            global a
+            del a
+        a
+        ''')
+
+    def test_delUndefined(self):
+        """Del an undefined name."""
+        self.flakes('del a', m.UndefinedName)
+
+    def test_delConditional(self):
+        """
+        Ignores conditional bindings deletion.
+        """
+        self.flakes('''
+        context = None
+        test = True
+        if False:
+            del(test)
+        assert(test)
+        ''')
+
+    def test_delConditionalNested(self):
+        """
+        Ignored conditional bindings deletion even if they are nested in other
+        blocks.
+        """
+        self.flakes('''
+        context = None
+        test = True
+        if False:
+            with context():
+                del(test)
+        assert(test)
+        ''')
+
+    def test_delWhile(self):
+        """
+        Ignore bindings deletion if called inside the body of a while
+        statement.
+        """
+        self.flakes('''
+        def test():
+            foo = 'bar'
+            while False:
+                del foo
+            assert(foo)
+        ''')
+
+    def test_delWhileTestUsage(self):
+        """
+        Ignore bindings deletion if called inside the body of a while
+        statement and name is used inside while's test part.
+        """
+        self.flakes('''
+        def _worker():
+            o = True
+            while o is not True:
+                del o
+                o = False
+        ''')
+
+    def test_delWhileNested(self):
+        """
+        Ignore bindings deletions if node is part of while's test, even when
+        del is in a nested block.
+        """
+        self.flakes('''
+        context = None
+        def _worker():
+            o = True
+            while o is not True:
+                while True:
+                    with context():
+                        del o
+                o = False
+        ''')
+
+    def test_globalFromNestedScope(self):
+        """Global names are available from nested scopes."""
+        self.flakes('''
+        a = 1
+        def b():
+            def c():
+                a
+        ''')
+
+    def test_laterRedefinedGlobalFromNestedScope(self):
+        """
+        Test that referencing a local name that shadows a global, before it is
+        defined, generates a warning.
+        """
+        self.flakes('''
+        a = 1
+        def fun():
+            a
+            a = 2
+            return a
+        ''', m.UndefinedLocal)
+
+    def test_laterRedefinedGlobalFromNestedScope2(self):
+        """
+        Test that referencing a local name in a nested scope that shadows a
+        global declared in an enclosing scope, before it is defined, generates
+        a warning.
+        """
+        self.flakes('''
+            a = 1
+            def fun():
+                global a
+                def fun2():
+                    a
+                    a = 2
+                    return a
+        ''', m.UndefinedLocal)
+
+    def test_intermediateClassScopeIgnored(self):
+        """
+        If a name defined in an enclosing scope is shadowed by a local variable
+        and the name is used locally before it is bound, an unbound local
+        warning is emitted, even if there is a class scope between the enclosing
+        scope and the local scope.
+        """
+        self.flakes('''
+        def f():
+            x = 1
+            class g:
+                def h(self):
+                    a = x
+                    x = None
+                    print(x, a)
+            print(x)
+        ''', m.UndefinedLocal)
+
+    def test_doubleNestingReportsClosestName(self):
+        """
+        Test that referencing a local name in a nested scope that shadows a
+        variable declared in two different outer scopes before it is defined
+        in the innermost scope generates an UnboundLocal warning which
+        refers to the nearest shadowed name.
+        """
+        exc = self.flakes('''
+            def a():
+                x = 1
+                def b():
+                    x = 2 # line 5
+                    def c():
+                        x
+                        x = 3
+                        return x
+                    return x
+                return x
+        ''', m.UndefinedLocal).messages[0]
+
+        # _DoctestMixin.flakes adds two lines preceding the code above.
+        expected_line_num = 7 if self.withDoctest else 5
+
+        self.assertEqual(exc.message_args, ('x', expected_line_num))
+
+    def test_laterRedefinedGlobalFromNestedScope3(self):
+        """
+        Test that referencing a local name in a nested scope that shadows a
+        global, before it is defined, generates a warning.
+        """
+        self.flakes('''
+            def fun():
+                a = 1
+                def fun2():
+                    a
+                    a = 1
+                    return a
+                return a
+        ''', m.UndefinedLocal)
+
+    def test_undefinedAugmentedAssignment(self):
+        self.flakes(
+            '''
+            def f(seq):
+                a = 0
+                seq[a] += 1
+                seq[b] /= 2
+                c[0] *= 2
+                a -= 3
+                d += 4
+                e[any] = 5
+            ''',
+            m.UndefinedName,    # b
+            m.UndefinedName,    # c
+            m.UndefinedName, m.UnusedVariable,  # d
+            m.UndefinedName,    # e
+        )
+
+    def test_nestedClass(self):
+        """Nested classes can access enclosing scope."""
+        self.flakes('''
+        def f(foo):
+            class C:
+                bar = foo
+                def f(self):
+                    return foo
+            return C()
+
+        f(123).f()
+        ''')
+
+    def test_badNestedClass(self):
+        """Free variables in nested classes must bind at class creation."""
+        self.flakes('''
+        def f():
+            class C:
+                bar = foo
+            foo = 456
+            return foo
+        f()
+        ''', m.UndefinedName)
+
+    def test_definedAsStarArgs(self):
+        """Star and double-star arg names are defined."""
+        self.flakes('''
+        def f(a, *b, **c):
+            print(a, b, c)
+        ''')
+
+    def test_definedAsStarUnpack(self):
+        """Star names in unpack are defined."""
+        self.flakes('''
+        a, *b = range(10)
+        print(a, b)
+        ''')
+        self.flakes('''
+        *a, b = range(10)
+        print(a, b)
+        ''')
+        self.flakes('''
+        a, *b, c = range(10)
+        print(a, b, c)
+        ''')
+
+    def test_usedAsStarUnpack(self):
+        """
+        Star names in unpack are used if RHS is not a tuple/list literal.
+        """
+        self.flakes('''
+        def f():
+            a, *b = range(10)
+        ''')
+        self.flakes('''
+        def f():
+            (*a, b) = range(10)
+        ''')
+        self.flakes('''
+        def f():
+            [a, *b, c] = range(10)
+        ''')
+
+    def test_unusedAsStarUnpack(self):
+        """
+        Star names in unpack are unused if RHS is a tuple/list literal.
+        """
+        self.flakes('''
+        def f():
+            a, *b = any, all, 4, 2, 'un'
+        ''', m.UnusedVariable, m.UnusedVariable)
+        self.flakes('''
+        def f():
+            (*a, b) = [bool, int, float, complex]
+        ''', m.UnusedVariable, m.UnusedVariable)
+        self.flakes('''
+        def f():
+            [a, *b, c] = 9, 8, 7, 6, 5, 4
+        ''', m.UnusedVariable, m.UnusedVariable, m.UnusedVariable)
+
+    def test_keywordOnlyArgs(self):
+        """Keyword-only arg names are defined."""
+        self.flakes('''
+        def f(*, a, b=None):
+            print(a, b)
+        ''')
+
+        self.flakes('''
+        import default_b
+        def f(*, a, b=default_b):
+            print(a, b)
+        ''')
+
+    def test_keywordOnlyArgsUndefined(self):
+        """Typo in kwonly name."""
+        self.flakes('''
+        def f(*, a, b=default_c):
+            print(a, b)
+        ''', m.UndefinedName)
+
+    def test_annotationUndefined(self):
+        """Undefined annotations."""
+        self.flakes('''
+        from abc import note1, note2, note3, note4, note5
+        def func(a: note1, *args: note2,
+                 b: note3=12, **kw: note4) -> note5: pass
+        ''')
+
+        self.flakes('''
+        def func():
+            d = e = 42
+            def func(a: {1, d}) -> (lambda c: e): pass
+        ''')
+
+    def test_metaClassUndefined(self):
+        self.flakes('''
+        from abc import ABCMeta
+        class A(metaclass=ABCMeta): pass
+        ''')
+
+    def test_definedInGenExp(self):
+        """
+        Using the loop variable of a generator expression results in no
+        warnings.
+        """
+        self.flakes('(a for a in [1, 2, 3] if a)')
+
+        self.flakes('(b for b in (a for a in [1, 2, 3] if a) if b)')
+
+    def test_undefinedInGenExpNested(self):
+        """
+        The loop variables of generator expressions nested together are
+        not defined in the other generator.
+        """
+        self.flakes('(b for b in (a for a in [1, 2, 3] if b) if b)',
+                    m.UndefinedName)
+
+        self.flakes('(b for b in (a for a in [1, 2, 3] if a) if a)',
+                    m.UndefinedName)
+
+    def test_undefinedWithErrorHandler(self):
+        """
+        Some compatibility code checks explicitly for NameError.
+        It should not trigger warnings.
+        """
+        self.flakes('''
+        try:
+            socket_map
+        except NameError:
+            socket_map = {}
+        ''')
+        self.flakes('''
+        try:
+            _memoryview.contiguous
+        except (NameError, AttributeError):
+            raise RuntimeError("Python >= 3.3 is required")
+        ''')
+        # If NameError is not explicitly handled, generate a warning
+        self.flakes('''
+        try:
+            socket_map
+        except:
+            socket_map = {}
+        ''', m.UndefinedName)
+        self.flakes('''
+        try:
+            socket_map
+        except Exception:
+            socket_map = {}
+        ''', m.UndefinedName)
+
+    def test_definedInClass(self):
+        """
+        Defined name for generator expressions and dict/set comprehension.
+        """
+        self.flakes('''
+        class A:
+            T = range(10)
+
+            Z = (x for x in T)
+            L = [x for x in T]
+            B = dict((i, str(i)) for i in T)
+        ''')
+
+        self.flakes('''
+        class A:
+            T = range(10)
+
+            X = {x for x in T}
+            Y = {x:x for x in T}
+        ''')
+
+    def test_definedInClassNested(self):
+        """Defined name for nested generator expressions in a class."""
+        self.flakes('''
+        class A:
+            T = range(10)
+
+            Z = (x for x in (a for a in T))
+        ''')
+
+    def test_undefinedInLoop(self):
+        """
+        The loop variable is defined after the expression is computed.
+        """
+        self.flakes('''
+        for i in range(i):
+            print(i)
+        ''', m.UndefinedName)
+        self.flakes('''
+        [42 for i in range(i)]
+        ''', m.UndefinedName)
+        self.flakes('''
+        (42 for i in range(i))
+        ''', m.UndefinedName)
+
+    def test_definedFromLambdaInDictionaryComprehension(self):
+        """
+        Defined name referenced from a lambda function within a dict/set
+        comprehension.
+        """
+        self.flakes('''
+        {lambda: id(x) for x in range(10)}
+        ''')
+
+    def test_definedFromLambdaInGenerator(self):
+        """
+        Defined name referenced from a lambda function within a generator
+        expression.
+        """
+        self.flakes('''
+        any(lambda: id(x) for x in range(10))
+        ''')
+
+    def test_undefinedFromLambdaInDictionaryComprehension(self):
+        """
+        Undefined name referenced from a lambda function within a dict/set
+        comprehension.
+        """
+        self.flakes('''
+        {lambda: id(y) for x in range(10)}
+        ''', m.UndefinedName)
+
+    def test_undefinedFromLambdaInComprehension(self):
+        """
+        Undefined name referenced from a lambda function within a generator
+        expression.
+        """
+        self.flakes('''
+        any(lambda: id(y) for x in range(10))
+        ''', m.UndefinedName)
+
+    def test_dunderClass(self):
+        code = '''
+        class Test(object):
+            def __init__(self):
+                print(__class__.__name__)
+                self.x = 1
+
+        t = Test()
+        '''
+        self.flakes(code)
+
+
+class NameTests(TestCase):
+    """
+    Tests for some extra cases of name handling.
+    """
+    def test_impossibleContext(self):
+        """
+        A Name node with an unrecognized context results in a RuntimeError being
+        raised.
+        """
+        tree = ast.parse("x = 10")
+        file_tokens = checker.make_tokens("x = 10")
+        # Make it into something unrecognizable.
+        tree.body[0].targets[0].ctx = object()
+        self.assertRaises(RuntimeError, checker.Checker, tree, file_tokens=file_tokens)
diff --git a/venv/lib/python3.8/site-packages/pylev-1.4.0.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/pylev-1.4.0.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylev-1.4.0.dist-info/INSTALLER
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/pylev-1.4.0.dist-info/LICENSE b/venv/lib/python3.8/site-packages/pylev-1.4.0.dist-info/LICENSE
new file mode 120000
index 0000000..85c6a51
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylev-1.4.0.dist-info/LICENSE
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/pylev-1.4.0.dist-info/METADATA b/venv/lib/python3.8/site-packages/pylev-1.4.0.dist-info/METADATA
new file mode 120000
index 0000000..39345a3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylev-1.4.0.dist-info/METADATA
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new file mode 100644
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+pylev-1.4.0.dist-info/top_level.txt,sha256=hwP13Cseriu_xvKjI_10TDCuSIoB5oG2lG6m1tOxaFQ,6
+pylev/__init__.py,sha256=q9f3gIKa0-8N1PTusBzNBI5N6tO8c6ZG8PpahGHhJGM,895
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diff --git a/venv/lib/python3.8/site-packages/pylev-1.4.0.dist-info/WHEEL b/venv/lib/python3.8/site-packages/pylev-1.4.0.dist-info/WHEEL
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+__version__ = "1.15.9"
diff --git a/venv/lib/python3.8/site-packages/pylsp/config/__init__.py b/venv/lib/python3.8/site-packages/pylsp/config/__init__.py
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diff --git a/venv/lib/python3.8/site-packages/pylsp/config/config.py b/venv/lib/python3.8/site-packages/pylsp/config/config.py
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+# Copyright 2017-2020 Palantir Technologies, Inc.
+# Copyright 2021- Python Language Server Contributors.
+# pylint: disable=import-outside-toplevel
+
+import logging
+from functools import lru_cache
+from typing import List, Mapping, Sequence, Union
+
+import pkg_resources
+import pluggy
+from pluggy._hooks import HookImpl
+
+from pylsp import _utils, hookspecs, uris, PYLSP
+
+log = logging.getLogger(__name__)
+
+# Sources of config, first source overrides next source
+DEFAULT_CONFIG_SOURCES = ['pycodestyle']
+
+
+class PluginManager(pluggy.PluginManager):
+
+    def _hookexec(
+        self,
+        hook_name: str,
+        methods: Sequence[HookImpl],
+        kwargs: Mapping[str, object],
+        firstresult: bool,
+    ) -> Union[object, List[object]]:
+        # called from all hookcaller instances.
+        # enable_tracing will set its own wrapping function at self._inner_hookexec
+        try:
+            return self._inner_hookexec(hook_name, methods, kwargs, firstresult)
+        except Exception as e:  # pylint: disable=broad-except
+            log.warning(f"Failed to load hook {hook_name}: {e}", exc_info=True)
+            return []
+
+
+class Config:
+    def __init__(self, root_uri, init_opts, process_id, capabilities):
+        self._root_path = uris.to_fs_path(root_uri)
+        self._root_uri = root_uri
+        self._init_opts = init_opts
+        self._process_id = process_id
+        self._capabilities = capabilities
+
+        self._settings = {}
+        self._plugin_settings = {}
+
+        self._config_sources = {}
+        try:
+            from .flake8_conf import Flake8Config
+            self._config_sources['flake8'] = Flake8Config(self._root_path)
+        except ImportError:
+            pass
+        try:
+            from .pycodestyle_conf import PyCodeStyleConfig
+            self._config_sources['pycodestyle'] = PyCodeStyleConfig(self._root_path)
+        except ImportError:
+            pass
+
+        self._pm = PluginManager(PYLSP)
+        self._pm.trace.root.setwriter(log.debug)
+        self._pm.enable_tracing()
+        self._pm.add_hookspecs(hookspecs)
+
+        # Pluggy will skip loading a plugin if it throws a DistributionNotFound exception.
+        # However I don't want all plugins to have to catch ImportError and re-throw. So here we'll filter
+        # out any entry points that throw ImportError assuming one or more of their dependencies isn't present.
+        for entry_point in pkg_resources.iter_entry_points(PYLSP):
+            try:
+                entry_point.load()
+            except Exception as e:  # pylint: disable=broad-except
+                log.info("Failed to load %s entry point '%s': %s", PYLSP, entry_point.name, e)
+                self._pm.set_blocked(entry_point.name)
+
+        # Load the entry points into pluggy, having blocked any failing ones
+        self._pm.load_setuptools_entrypoints(PYLSP)
+
+        for name, plugin in self._pm.list_name_plugin():
+            if plugin is not None:
+                log.info("Loaded pylsp plugin %s from %s", name, plugin)
+
+        # pylint: disable=no-member
+        for plugin_conf in self._pm.hook.pylsp_settings(config=self):
+            self._plugin_settings = _utils.merge_dicts(self._plugin_settings, plugin_conf)
+
+        self._update_disabled_plugins()
+
+    @property
+    def disabled_plugins(self):
+        return self._disabled_plugins
+
+    @property
+    def plugin_manager(self):
+        return self._pm
+
+    @property
+    def init_opts(self):
+        return self._init_opts
+
+    @property
+    def root_uri(self):
+        return self._root_uri
+
+    @property
+    def process_id(self):
+        return self._process_id
+
+    @property
+    def capabilities(self):
+        return self._capabilities
+
+    @lru_cache(maxsize=32)
+    def settings(self, document_path=None):
+        """Settings are constructed from a few sources:
+
+            1. User settings, found in user's home directory
+            2. Plugin settings, reported by PyLS plugins
+            3. LSP settings, given to us from didChangeConfiguration
+            4. Project settings, found in config files in the current project.
+
+        Since this function is nondeterministic, it is important to call
+        settings.cache_clear() when the config is updated
+        """
+        settings = {}
+        sources = self._settings.get('configurationSources', DEFAULT_CONFIG_SOURCES)
+
+        # Plugin configuration
+        settings = _utils.merge_dicts(settings, self._plugin_settings)
+
+        # LSP configuration
+        settings = _utils.merge_dicts(settings, self._settings)
+
+        # User configuration
+        for source_name in reversed(sources):
+            source = self._config_sources.get(source_name)
+            if not source:
+                continue
+            source_conf = source.user_config()
+            log.debug("Got user config from %s: %s", source.__class__.__name__, source_conf)
+            settings = _utils.merge_dicts(settings, source_conf)
+
+        # Project configuration
+        for source_name in reversed(sources):
+            source = self._config_sources.get(source_name)
+            if not source:
+                continue
+            source_conf = source.project_config(document_path or self._root_path)
+            log.debug("Got project config from %s: %s", source.__class__.__name__, source_conf)
+            settings = _utils.merge_dicts(settings, source_conf)
+
+        log.debug("With configuration: %s", settings)
+
+        return settings
+
+    def find_parents(self, path, names):
+        root_path = uris.to_fs_path(self._root_uri)
+        return _utils.find_parents(root_path, path, names)
+
+    def plugin_settings(self, plugin, document_path=None):
+        return self.settings(document_path=document_path).get('plugins', {}).get(plugin, {})
+
+    def update(self, settings):
+        """Recursively merge the given settings into the current settings."""
+        self.settings.cache_clear()
+        self._settings = settings
+        log.info("Updated settings to %s", self._settings)
+        self._update_disabled_plugins()
+
+    def _update_disabled_plugins(self):
+        # All plugins default to enabled
+        self._disabled_plugins = [
+            plugin for name, plugin in self.plugin_manager.list_name_plugin()
+            if not self.settings().get('plugins', {}).get(name, {}).get('enabled', True)
+        ]
+        log.info("Disabled plugins: %s", self._disabled_plugins)
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+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/autopep8_format.py
@@ -0,0 +1,91 @@
+# Copyright 2017-2020 Palantir Technologies, Inc.
+# Copyright 2021- Python Language Server Contributors.
+
+import logging
+
+import pycodestyle
+from autopep8 import fix_code, continued_indentation as autopep8_c_i
+
+from pylsp import hookimpl
+from pylsp._utils import get_eol_chars
+
+log = logging.getLogger(__name__)
+
+
+@hookimpl(tryfirst=True)  # Prefer autopep8 over YAPF
+def pylsp_format_document(config, document, options):  # pylint: disable=unused-argument
+    log.info("Formatting document %s with autopep8", document)
+    return _format(config, document)
+
+
+@hookimpl(tryfirst=True)  # Prefer autopep8 over YAPF
+def pylsp_format_range(config, document, range, options):  # pylint: disable=redefined-builtin,unused-argument
+    log.info("Formatting document %s in range %s with autopep8", document, range)
+
+    # First we 'round' the range up/down to full lines only
+    range['start']['character'] = 0
+    range['end']['line'] += 1
+    range['end']['character'] = 0
+
+    # Add 1 for 1-indexing vs LSP's 0-indexing
+    line_range = (range['start']['line'] + 1, range['end']['line'] + 1)
+    return _format(config, document, line_range=line_range)
+
+
+def _format(config, document, line_range=None):
+    options = _autopep8_config(config, document)
+    if line_range:
+        options['line_range'] = list(line_range)
+
+    # Temporarily re-monkey-patch the continued_indentation checker - #771
+    del pycodestyle._checks['logical_line'][pycodestyle.continued_indentation]
+    pycodestyle.register_check(autopep8_c_i)
+
+    # Autopep8 doesn't work with CR line endings, so we replace them by '\n'
+    # and restore them below.
+    replace_cr = False
+    source = document.source
+    eol_chars = get_eol_chars(source)
+    if eol_chars == '\r':
+        replace_cr = True
+        source = source.replace('\r', '\n')
+
+    new_source = fix_code(source, options=options)
+
+    # Switch it back
+    del pycodestyle._checks['logical_line'][autopep8_c_i]
+    pycodestyle.register_check(pycodestyle.continued_indentation)
+
+    if new_source == source:
+        return []
+
+    if replace_cr:
+        new_source = new_source.replace('\n', '\r')
+
+    # I'm too lazy at the moment to parse diffs into TextEdit items
+    # So let's just return the entire file...
+    return [{
+        'range': {
+            'start': {'line': 0, 'character': 0},
+            # End char 0 of the line after our document
+            'end': {'line': len(document.lines), 'character': 0}
+        },
+        'newText': new_source
+    }]
+
+
+def _autopep8_config(config, document=None):
+    # We user pycodestyle settings to avoid redefining things
+    path = document.path if document is not None else None
+    settings = config.plugin_settings('pycodestyle', document_path=path)
+    options = {
+        'exclude': settings.get('exclude'),
+        'hang_closing': settings.get('hangClosing'),
+        'ignore': settings.get('ignore'),
+        'max_line_length': settings.get('maxLineLength'),
+        'select': settings.get('select'),
+        'aggressive': settings.get('aggressive'),
+    }
+
+    # Filter out null options
+    return {k: v for k, v in options.items() if v}
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/definition.py b/venv/lib/python3.8/site-packages/pylsp/plugins/definition.py
new file mode 120000
index 0000000..71b4efb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/definition.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/bf/a6/49/ab3e437e365547f4ddab7769710f4c1939a82d0fc98eaf1ca81bd829a1
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/flake8_lint.py b/venv/lib/python3.8/site-packages/pylsp/plugins/flake8_lint.py
new file mode 120000
index 0000000..f1e5416
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/flake8_lint.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fb/c8/a0/06e9fc0ed92af926a65b16b231b7997541065b28b8d8b0c1d9c679bb18
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/folding.py b/venv/lib/python3.8/site-packages/pylsp/plugins/folding.py
new file mode 120000
index 0000000..fde2ddb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/folding.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d5/a8/e7/28492369374efa0d4f2cedd1238c625b4c6f575a1a8b206eb00997ef51
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/highlight.py b/venv/lib/python3.8/site-packages/pylsp/plugins/highlight.py
new file mode 120000
index 0000000..e503729
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/highlight.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fb/48/76/5e5916893e2aef1812c2742c408f358754dd31a1f1ff8ff8f417a7be4b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/hover.py b/venv/lib/python3.8/site-packages/pylsp/plugins/hover.py
new file mode 120000
index 0000000..984f1c3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/hover.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/03/12/12/7d34bbfa8b5c90301bc720111eaffbaeeafaee7da52f692fe30f0af7d8
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/jedi_completion.py b/venv/lib/python3.8/site-packages/pylsp/plugins/jedi_completion.py
new file mode 100644
index 0000000..9335f89
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/jedi_completion.py
@@ -0,0 +1,246 @@
+# Copyright 2017-2020 Palantir Technologies, Inc.
+# Copyright 2021- Python Language Server Contributors.
+
+import logging
+import os.path as osp
+
+import parso
+
+from pylsp import _utils, hookimpl, lsp
+from pylsp.plugins._resolvers import LABEL_RESOLVER, SNIPPET_RESOLVER
+
+log = logging.getLogger(__name__)
+
+# Map to the LSP type
+# > Valid values for type are ``module``, `` class ``, ``instance``, ``function``,
+# > ``param``, ``path``, ``keyword``, ``property`` and ``statement``.
+# see: https://jedi.readthedocs.io/en/latest/docs/api-classes.html#jedi.api.classes.BaseName.type
+_TYPE_MAP = {
+    'module': lsp.CompletionItemKind.Module,
+    'namespace': lsp.CompletionItemKind.Module,    # to be added in Jedi 0.18+
+    'class': lsp.CompletionItemKind.Class,
+    'instance': lsp.CompletionItemKind.Reference,
+    'function': lsp.CompletionItemKind.Function,
+    'param': lsp.CompletionItemKind.Variable,
+    'path': lsp.CompletionItemKind.File,
+    'keyword': lsp.CompletionItemKind.Keyword,
+    'property': lsp.CompletionItemKind.Property,    # added in Jedi 0.18
+    'statement': lsp.CompletionItemKind.Variable
+}
+
+# Types of parso nodes for which snippet is not included in the completion
+_IMPORTS = ('import_name', 'import_from')
+
+# Types of parso node for errors
+_ERRORS = ('error_node', )
+
+
+@hookimpl
+def pylsp_completions(config, document, position):
+    """Get formatted completions for current code position"""
+    # pylint: disable=too-many-locals
+    settings = config.plugin_settings('jedi_completion', document_path=document.path)
+    resolve_eagerly = settings.get('eager', False)
+    code_position = _utils.position_to_jedi_linecolumn(document, position)
+
+    code_position['fuzzy'] = settings.get('fuzzy', False)
+    completions = document.jedi_script(use_document_path=True).complete(**code_position)
+
+    if not completions:
+        return None
+
+    completion_capabilities = config.capabilities.get('textDocument', {}).get('completion', {})
+    snippet_support = completion_capabilities.get('completionItem', {}).get('snippetSupport')
+
+    should_include_params = settings.get('include_params')
+    should_include_class_objects = settings.get('include_class_objects', True)
+    should_include_function_objects = settings.get('include_function_objects', False)
+
+    max_to_resolve = settings.get('resolve_at_most', 25)
+    modules_to_cache_for = settings.get('cache_for', None)
+    if modules_to_cache_for is not None:
+        LABEL_RESOLVER.cached_modules = modules_to_cache_for
+        SNIPPET_RESOLVER.cached_modules = modules_to_cache_for
+
+    include_params = snippet_support and should_include_params and use_snippets(document, position)
+    include_class_objects = snippet_support and should_include_class_objects and use_snippets(document, position)
+    include_function_objects = snippet_support and should_include_function_objects and use_snippets(document, position)
+
+    ready_completions = [
+        _format_completion(
+            c,
+            include_params,
+            resolve=resolve_eagerly,
+            resolve_label_or_snippet=(i < max_to_resolve)
+        )
+        for i, c in enumerate(completions)
+    ]
+
+    # TODO split up once other improvements are merged
+    if include_class_objects:
+        for i, c in enumerate(completions):
+            if c.type == 'class':
+                completion_dict = _format_completion(
+                    c,
+                    False,
+                    resolve=resolve_eagerly,
+                    resolve_label_or_snippet=(i < max_to_resolve)
+                )
+                completion_dict['kind'] = lsp.CompletionItemKind.TypeParameter
+                completion_dict['label'] += ' object'
+                ready_completions.append(completion_dict)
+
+    if include_function_objects:
+        for i, c in enumerate(completions):
+            if c.type == 'function':
+                completion_dict = _format_completion(
+                    c,
+                    False,
+                    resolve=resolve_eagerly,
+                    resolve_label_or_snippet=(i < max_to_resolve)
+                )
+                completion_dict['kind'] = lsp.CompletionItemKind.TypeParameter
+                completion_dict['label'] += ' object'
+                ready_completions.append(completion_dict)
+
+    for completion_dict in ready_completions:
+        completion_dict['data'] = {
+            'doc_uri': document.uri
+        }
+
+    # most recently retrieved completion items, used for resolution
+    document.shared_data['LAST_JEDI_COMPLETIONS'] = {
+        # label is the only required property; here it is assumed to be unique
+        completion['label']: (completion, data)
+        for completion, data in zip(ready_completions, completions)
+    }
+
+    return ready_completions or None
+
+
+@hookimpl
+def pylsp_completion_item_resolve(completion_item, document):
+    """Resolve formatted completion for given non-resolved completion"""
+    shared_data = document.shared_data['LAST_JEDI_COMPLETIONS'].get(completion_item['label'])
+    if shared_data:
+        completion, data = shared_data
+        return _resolve_completion(completion, data)
+    return completion_item
+
+
+def is_exception_class(name):
+    """
+    Determine if a class name is an instance of an Exception.
+
+    This returns `False` if the name given corresponds with a instance of
+    the 'Exception' class, `True` otherwise
+    """
+    try:
+        return name in [cls.__name__ for cls in Exception.__subclasses__()]
+    except AttributeError:
+        # Needed in case a class don't uses new-style
+        # class definition in Python 2
+        return False
+
+
+def use_snippets(document, position):
+    """
+    Determine if it's necessary to return snippets in code completions.
+
+    This returns `False` if a completion is being requested on an import
+    statement, `True` otherwise.
+    """
+    line = position['line']
+    lines = document.source.split('\n', line)
+    act_lines = [lines[line][:position['character']]]
+    line -= 1
+    last_character = ''
+    while line > -1:
+        act_line = lines[line]
+        if (act_line.rstrip().endswith('\\') or
+                act_line.rstrip().endswith('(') or
+                act_line.rstrip().endswith(',')):
+            act_lines.insert(0, act_line)
+            line -= 1
+            if act_line.rstrip().endswith('('):
+                # Needs to be added to the end of the code before parsing
+                # to make it valid, otherwise the node type could end
+                # being an 'error_node' for multi-line imports that use '('
+                last_character = ')'
+        else:
+            break
+    if '(' in act_lines[-1].strip():
+        last_character = ')'
+    code = '\n'.join(act_lines).rsplit(';', maxsplit=1)[-1].strip() + last_character
+    tokens = parso.parse(code)
+    expr_type = tokens.children[0].type
+    return (expr_type not in _IMPORTS and
+            not (expr_type in _ERRORS and 'import' in code))
+
+
+def _resolve_completion(completion, d):
+    # pylint: disable=broad-except
+    completion['detail'] = _detail(d)
+    try:
+        docs = _utils.format_docstring(d.docstring())
+    except Exception:
+        docs = ''
+    completion['documentation'] = docs
+    return completion
+
+
+def _format_completion(d, include_params=True, resolve=False, resolve_label_or_snippet=False):
+    completion = {
+        'label': _label(d, resolve_label_or_snippet),
+        'kind': _TYPE_MAP.get(d.type),
+        'sortText': _sort_text(d),
+        'insertText': d.name
+    }
+
+    if resolve:
+        completion = _resolve_completion(completion, d)
+
+    if d.type == 'path':
+        path = osp.normpath(d.name)
+        path = path.replace('\\', '\\\\')
+        path = path.replace('/', '\\/')
+        completion['insertText'] = path
+
+    if include_params and not is_exception_class(d.name):
+        snippet = _snippet(d, resolve_label_or_snippet)
+        completion.update(snippet)
+
+    return completion
+
+
+def _label(definition, resolve=False):
+    if not resolve:
+        return definition.name
+    sig = LABEL_RESOLVER.get_or_create(definition)
+    if sig:
+        return sig
+    return definition.name
+
+
+def _snippet(definition, resolve=False):
+    if not resolve:
+        return {}
+    snippet = SNIPPET_RESOLVER.get_or_create(definition)
+    return snippet
+
+
+def _detail(definition):
+    try:
+        return definition.parent().full_name or ''
+    except AttributeError:
+        return definition.full_name or ''
+
+
+def _sort_text(definition):
+    """ Ensure builtins appear at the bottom.
+    Description is of format <type>: <module>.<item>
+    """
+
+    # If its 'hidden', put it next last
+    prefix = 'z{}' if definition.name.startswith('_') else 'a{}'
+    return prefix.format(definition.name)
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/jedi_rename.py b/venv/lib/python3.8/site-packages/pylsp/plugins/jedi_rename.py
new file mode 120000
index 0000000..15e4b16
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/jedi_rename.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/28/a1/20/d5216f80d89ac3fd9b27c346702be94e69bb827048e6d40c55b541ca8c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/mccabe_lint.py b/venv/lib/python3.8/site-packages/pylsp/plugins/mccabe_lint.py
new file mode 120000
index 0000000..d41dff8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/mccabe_lint.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c0/df/b2/f6e347e0b7ea13023ecefff122613e6a636a03539574bddab1c6fe9ab3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/preload_imports.py b/venv/lib/python3.8/site-packages/pylsp/plugins/preload_imports.py
new file mode 120000
index 0000000..3466af0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/preload_imports.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/41/eb/7c/5557a22da234d1fcbdf40f52e7d5b44dbd2d8978e3627037497648ae76
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/pycodestyle_lint.py b/venv/lib/python3.8/site-packages/pylsp/plugins/pycodestyle_lint.py
new file mode 120000
index 0000000..c88e28e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/pycodestyle_lint.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5c/75/94/fd64af13e93ffff6c5ef796e9c6a06eedfcec470349bbc434af37a890b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/pydocstyle_lint.py b/venv/lib/python3.8/site-packages/pylsp/plugins/pydocstyle_lint.py
new file mode 120000
index 0000000..66b9d84
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/pydocstyle_lint.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/8b/24/ee/28209881468c209cd5cb385af5d03c2e1a5011c05158f07760ab4e5a2b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/pyflakes_lint.py b/venv/lib/python3.8/site-packages/pylsp/plugins/pyflakes_lint.py
new file mode 120000
index 0000000..8c7dde6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/pyflakes_lint.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d8/d4/4b/57dfe589ea5bdd97934adde4a7a5ec606f02da8fc97acccd24e5b966bf
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/pylint_lint.py b/venv/lib/python3.8/site-packages/pylsp/plugins/pylint_lint.py
new file mode 120000
index 0000000..6d05368
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/pylint_lint.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0b/82/92/99dc6e70b56de77ac7eb3ec6cc74d18f0c2cd101646df326eedc6ad652
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/references.py b/venv/lib/python3.8/site-packages/pylsp/plugins/references.py
new file mode 120000
index 0000000..2898351
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/references.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/4e/54/b7/157678575b94367a28ad7fc8546003821c724e8f38d86d52ecf6036621
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/rope_completion.py b/venv/lib/python3.8/site-packages/pylsp/plugins/rope_completion.py
new file mode 120000
index 0000000..1dfddbc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/rope_completion.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cf/fd/fd/251f77a8605ce1889a18aaa3bf01eb2a811b48ba66628713abfd83d22a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/rope_rename.py b/venv/lib/python3.8/site-packages/pylsp/plugins/rope_rename.py
new file mode 120000
index 0000000..35c5d22
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/rope_rename.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a2/11/46/5c774e6165977145ad20678e7b148bea166179a39166c7e0201cb6d8b6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/signature.py b/venv/lib/python3.8/site-packages/pylsp/plugins/signature.py
new file mode 120000
index 0000000..a391e2a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/signature.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/59/4b/51/98ca73fbe9950da9375b8bd701a00377eff7ecf82dc90539e124a6aeb0
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/symbols.py b/venv/lib/python3.8/site-packages/pylsp/plugins/symbols.py
new file mode 100644
index 0000000..3b57fc1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/symbols.py
@@ -0,0 +1,226 @@
+# Copyright 2017-2020 Palantir Technologies, Inc.
+# Copyright 2021- Python Language Server Contributors.
+
+import logging
+import os
+
+from pylsp import hookimpl
+from pylsp.lsp import SymbolKind
+
+log = logging.getLogger(__name__)
+
+
+@hookimpl
+def pylsp_document_symbols(config, document):
+    # pylint: disable=broad-except
+    # pylint: disable=too-many-nested-blocks
+    # pylint: disable=too-many-locals
+    # pylint: disable=too-many-branches
+    # pylint: disable=too-many-statements
+
+    symbols_settings = config.plugin_settings('jedi_symbols')
+    all_scopes = symbols_settings.get('all_scopes', True)
+    add_import_symbols = symbols_settings.get('include_import_symbols', True)
+    definitions = document.jedi_names(all_scopes=all_scopes)
+    symbols = []
+    exclude = set({})
+    redefinitions = {}
+
+    while definitions != []:
+        d = definitions.pop(0)
+
+        # Skip symbols imported from other modules.
+        if not add_import_symbols:
+            # Skip if there's an import in the code the symbol is defined.
+            code = d.get_line_code()
+            if ' import ' in code or 'import ' in code:
+                continue
+
+            # Skip imported symbols comparing module names.
+            sym_full_name = d.full_name
+            if sym_full_name is not None:
+                document_dot_path = document.dot_path
+
+                # We assume a symbol is imported from another module to start
+                # with.
+                imported_symbol = True
+
+                # The last element of sym_full_name is the symbol itself, so
+                # we need to discard it to do module comparisons below.
+                if '.' in sym_full_name:
+                    sym_module_name = sym_full_name.rpartition('.')[0]
+                else:
+                    sym_module_name = sym_full_name
+
+                # This is necessary to display symbols in init files (the checks
+                # below fail without it).
+                if document_dot_path.endswith('__init__'):
+                    document_dot_path = document_dot_path.rpartition('.')[0]
+
+                # document_dot_path is the module where the symbol is imported,
+                # whereas sym_module_name is the one where it was declared.
+                if document_dot_path in sym_module_name:
+                    # If document_dot_path is in sym_module_name, we can safely assume
+                    # that the symbol was declared in the document.
+                    imported_symbol = False
+                elif sym_module_name.split('.')[0] in document_dot_path.split('.'):
+                    # If the first module in sym_module_name is one of the modules in
+                    # document_dot_path, we need to check if sym_module_name starts
+                    # with the modules in document_dot_path.
+                    document_mods = document_dot_path.split('.')
+                    for i in range(1, len(document_mods) + 1):
+                        submod = '.'.join(document_mods[-i:])
+                        if sym_module_name.startswith(submod):
+                            imported_symbol = False
+                            break
+
+                # When there's no __init__.py next to a file or in one of its
+                # parents, the checks above fail. However, Jedi has a nice way
+                # to tell if the symbol was declared in the same file: if
+                # sym_module_name starts by __main__.
+                if imported_symbol:
+                    if not sym_module_name.startswith('__main__'):
+                        continue
+            else:
+                # We need to skip symbols if their definition doesn't have `full_name` info, they
+                # are detected as a definition, but their description (e.g. `class Foo`) doesn't
+                # match the code where they're detected by Jedi. This happens for relative imports.
+                if _include_def(d):
+                    if d.description not in d.get_line_code():
+                        continue
+                else:
+                    continue
+
+        try:
+            docismodule = os.path.samefile(document.path, d.module_path)
+        except (TypeError, FileNotFoundError):
+            # Python 2 on Windows has no .samefile, but then these are
+            # strings for sure
+            docismodule = document.path == d.module_path
+
+        if _include_def(d) and docismodule:
+            tuple_range = _tuple_range(d)
+            if tuple_range in exclude:
+                continue
+
+            kind = redefinitions.get(tuple_range, None)
+            if kind is not None:
+                exclude |= {tuple_range}
+
+            if d.type == 'statement':
+                if d.description.startswith('self'):
+                    kind = 'field'
+
+            symbol = {
+                'name': d.name,
+                'containerName': _container(d),
+                'location': {
+                    'uri': document.uri,
+                    'range': _range(d),
+                },
+                'kind': _kind(d) if kind is None else _SYMBOL_KIND_MAP[kind],
+            }
+            symbols.append(symbol)
+
+            if d.type == 'class':
+                try:
+                    defined_names = list(d.defined_names())
+                    for method in defined_names:
+                        if method.type == 'function':
+                            redefinitions[_tuple_range(method)] = 'method'
+                        elif method.type == 'statement':
+                            redefinitions[_tuple_range(method)] = 'field'
+                        else:
+                            redefinitions[_tuple_range(method)] = method.type
+                    definitions = list(defined_names) + definitions
+                except Exception:
+                    pass
+    return symbols
+
+
+def _include_def(definition):
+    return (
+        # Don't tend to include parameters as symbols
+        definition.type != 'param' and
+        # Unused vars should also be skipped
+        definition.name != '_' and
+        _kind(definition) is not None
+    )
+
+
+def _container(definition):
+    try:
+        # Jedi sometimes fails here.
+        parent = definition.parent()
+        # Here we check that a grand-parent exists to avoid declaring symbols
+        # as children of the module.
+        if parent.parent():
+            return parent.name
+    except:  # pylint: disable=bare-except
+        return None
+
+    return None
+
+
+def _range(definition):
+    # This gets us more accurate end position
+    definition = definition._name.tree_name.get_definition()
+    (start_line, start_column) = definition.start_pos
+    (end_line, end_column) = definition.end_pos
+    return {
+        'start': {'line': start_line - 1, 'character': start_column},
+        'end': {'line': end_line - 1, 'character': end_column}
+    }
+
+
+def _tuple_range(definition):
+    definition = definition._name.tree_name.get_definition()
+    return (definition.start_pos, definition.end_pos)
+
+
+_SYMBOL_KIND_MAP = {
+    'none': SymbolKind.Variable,
+    'type': SymbolKind.Class,
+    'tuple': SymbolKind.Class,
+    'dict': SymbolKind.Class,
+    'dictionary': SymbolKind.Class,
+    'function': SymbolKind.Function,
+    'lambda': SymbolKind.Function,
+    'generator': SymbolKind.Function,
+    'class': SymbolKind.Class,
+    'instance': SymbolKind.Class,
+    'method': SymbolKind.Method,
+    'builtin': SymbolKind.Class,
+    'builtinfunction': SymbolKind.Function,
+    'module': SymbolKind.Module,
+    'file': SymbolKind.File,
+    'xrange': SymbolKind.Array,
+    'slice': SymbolKind.Class,
+    'traceback': SymbolKind.Class,
+    'frame': SymbolKind.Class,
+    'buffer': SymbolKind.Array,
+    'dictproxy': SymbolKind.Class,
+    'funcdef': SymbolKind.Function,
+    'property': SymbolKind.Property,
+    'import': SymbolKind.Module,
+    'keyword': SymbolKind.Variable,
+    'constant': SymbolKind.Constant,
+    'variable': SymbolKind.Variable,
+    'value': SymbolKind.Variable,
+    'param': SymbolKind.Variable,
+    'statement': SymbolKind.Variable,
+    'boolean': SymbolKind.Boolean,
+    'int': SymbolKind.Number,
+    'longlean': SymbolKind.Number,
+    'float': SymbolKind.Number,
+    'complex': SymbolKind.Number,
+    'string': SymbolKind.String,
+    'unicode': SymbolKind.String,
+    'list': SymbolKind.Array,
+    'field': SymbolKind.Field
+}
+
+
+def _kind(d):
+    """ Return the VSCode Symbol Type """
+    return _SYMBOL_KIND_MAP.get(d.type)
diff --git a/venv/lib/python3.8/site-packages/pylsp/plugins/yapf_format.py b/venv/lib/python3.8/site-packages/pylsp/plugins/yapf_format.py
new file mode 100644
index 0000000..827aeb2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/plugins/yapf_format.py
@@ -0,0 +1,201 @@
+# Copyright 2017-2020 Palantir Technologies, Inc.
+# Copyright 2021- Python Language Server Contributors.
+
+import logging
+import os
+
+from yapf.yapflib import file_resources, style
+from yapf.yapflib.yapf_api import FormatCode
+
+import whatthepatch
+
+from pylsp import hookimpl
+from pylsp._utils import get_eol_chars
+
+log = logging.getLogger(__name__)
+
+
+@hookimpl
+def pylsp_format_document(document, options):
+    return _format(document, options=options)
+
+
+@hookimpl
+def pylsp_format_range(document, range, options):  # pylint: disable=redefined-builtin
+    # First we 'round' the range up/down to full lines only
+    range['start']['character'] = 0
+    range['end']['line'] += 1
+    range['end']['character'] = 0
+
+    # From Yapf docs:
+    # lines: (list of tuples of integers) A list of tuples of lines, [start, end],
+    #   that we want to format. The lines are 1-based indexed. It can be used by
+    #   third-party code (e.g., IDEs) when reformatting a snippet of code rather
+    #   than a whole file.
+
+    # Add 1 for 1-indexing vs LSP's 0-indexing
+    lines = [(range['start']['line'] + 1, range['end']['line'] + 1)]
+    return _format(document, lines=lines, options=options)
+
+
+def get_style_config(document_path, options=None):
+    # Get the default styles as a string
+    # for a preset configuration, i.e. "pep8"
+    style_config = file_resources.GetDefaultStyleForDir(
+        os.path.dirname(document_path)
+    )
+    if options is None:
+        return style_config
+
+    # We have options passed from LSP format request
+    # let's pass them to the formatter.
+    # First we want to get a dictionary of the preset style
+    # to pass instead of a string so that we can modify it
+    style_config = style.CreateStyleFromConfig(style_config)
+
+    use_tabs = style_config['USE_TABS']
+    indent_width = style_config['INDENT_WIDTH']
+
+    if options.get('tabSize') is not None:
+        indent_width = max(int(options.get('tabSize')), 1)
+
+    if options.get('insertSpaces') is not None:
+        # TODO is it guaranteed to be a boolean, or can it be a string?
+        use_tabs = not options.get('insertSpaces')
+
+        if use_tabs:
+            # Indent width doesn't make sense when using tabs
+            # the specifications state: "Size of a tab in spaces"
+            indent_width = 1
+
+    style_config['USE_TABS'] = use_tabs
+    style_config['INDENT_WIDTH'] = indent_width
+    style_config['CONTINUATION_INDENT_WIDTH'] = indent_width
+
+    for style_option, value in options.items():
+        # Apply arbitrary options passed as formatter options
+        if style_option not in style_config:
+            # ignore if it's not a known yapf config
+            continue
+
+        style_config[style_option] = value
+
+    return style_config
+
+
+def diff_to_text_edits(diff, eol_chars):
+    # To keep things simple our text edits will be line based.
+    # We will also return the edits uncompacted, meaning a
+    # line replacement will come in as a line remove followed
+    # by a line add instead of a line replace.
+    text_edits = []
+    # keep track of line number since additions
+    # don't include the line number it's being added
+    # to in diffs. lsp is 0-indexed so we'll start with -1
+    prev_line_no = -1
+
+    for change in diff.changes:
+        if change.old and change.new:
+            # old and new are the same line, no change
+            # diffs are 1-indexed
+            prev_line_no = change.old - 1
+        elif change.new:
+            # addition
+            text_edits.append({
+                'range': {
+                    'start': {
+                        'line': prev_line_no + 1,
+                        'character': 0
+                    },
+                    'end': {
+                        'line': prev_line_no + 1,
+                        'character': 0
+                    }
+                },
+                'newText': change.line + eol_chars
+            })
+        elif change.old:
+            # remove
+            lsp_line_no = change.old - 1
+            text_edits.append({
+                'range': {
+                    'start': {
+                        'line': lsp_line_no,
+                        'character': 0
+                    },
+                    'end': {
+                        # From LSP spec:
+                        # If you want to specify a range that contains a line
+                        # including the line ending character(s) then use an
+                        # end position denoting the start of the next line.
+                        'line': lsp_line_no + 1,
+                        'character': 0
+                    }
+                },
+                'newText': ''
+            })
+            prev_line_no = lsp_line_no
+
+    return text_edits
+
+
+def ensure_eof_new_line(document, eol_chars, text_edits):
+    # diffs don't include EOF newline https://github.com/google/yapf/issues/1008
+    # we'll add it ourselves if our document doesn't already have it and the diff
+    # does not change the last line.
+    if document.source.endswith(eol_chars):
+        return
+
+    lines = document.lines
+    last_line_number = len(lines) - 1
+
+    if text_edits and text_edits[-1]['range']['start']['line'] >= last_line_number:
+        return
+
+    text_edits.append({
+        'range': {
+            'start': {
+                'line': last_line_number,
+                'character': 0
+            },
+            'end': {
+                'line': last_line_number + 1,
+                'character': 0
+            }
+        },
+        'newText': lines[-1] + eol_chars
+    })
+
+
+def _format(document, lines=None, options=None):
+    source = document.source
+    # Yapf doesn't work with CRLF/CR line endings, so we replace them by '\n'
+    # and restore them below when adding new lines
+    eol_chars = get_eol_chars(source)
+    if eol_chars in ['\r', '\r\n']:
+        source = source.replace(eol_chars, '\n')
+    else:
+        eol_chars = '\n'
+
+    style_config = get_style_config(document_path=document.path, options=options)
+
+    diff_txt, changed = FormatCode(
+        source,
+        lines=lines,
+        filename=document.filename,
+        print_diff=True,
+        style_config=style_config
+    )
+
+    if not changed:
+        return []
+
+    patch_generator = whatthepatch.parse_patch(diff_txt)
+    diff = next(patch_generator)
+    patch_generator.close()
+
+    text_edits = diff_to_text_edits(diff=diff, eol_chars=eol_chars)
+
+    ensure_eof_new_line(document=document, eol_chars=eol_chars, text_edits=text_edits)
+
+    return text_edits
diff --git a/venv/lib/python3.8/site-packages/pylsp/python_lsp.py b/venv/lib/python3.8/site-packages/pylsp/python_lsp.py
new file mode 120000
index 0000000..5e75c9c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/python_lsp.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6e/b0/9b/4eb9a371d6d0db2b37df430b4c3ae4e2545c7433348bb22d68e40d794a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/text_edit.py b/venv/lib/python3.8/site-packages/pylsp/text_edit.py
new file mode 120000
index 0000000..4fd05a9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/text_edit.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d6/68/bb/1fa336ce0c2673de724a6a7b4a30f2f50fa47874db978632a24dc8e724
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/uris.py b/venv/lib/python3.8/site-packages/pylsp/uris.py
new file mode 120000
index 0000000..2362c97
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/uris.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/bc/09/bb/b3d6290afb7f1390a402cacec3f6476fb6fba012a4b8d8fa1bb6a871c2
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp/workspace.py b/venv/lib/python3.8/site-packages/pylsp/workspace.py
new file mode 120000
index 0000000..29dfe8b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp/workspace.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0e/87/b4/d57d3c862b26177943d5215a086acfb209dff8005371b4126cdcf33b85
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pylsp_jsonrpc/__init__.py b/venv/lib/python3.8/site-packages/pylsp_jsonrpc/__init__.py
new file mode 120000
index 0000000..456e3ab
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pylsp_jsonrpc/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/9d/a3/cf/4329f2e4f46e8adc1268bdf83f0e3d75ac3e652d881e76e01a06137be5
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new file mode 120000
index 0000000..2df30b9
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+++ b/venv/lib/python3.8/site-packages/pylsp_jsonrpc/_version.py
@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/pylsp_jsonrpc/dispatchers.py b/venv/lib/python3.8/site-packages/pylsp_jsonrpc/dispatchers.py
new file mode 120000
index 0000000..af6b648
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+++ b/venv/lib/python3.8/site-packages/pylsp_jsonrpc/dispatchers.py
@@ -0,0 +1 @@
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new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/pylsp_jsonrpc/exceptions.py b/venv/lib/python3.8/site-packages/pylsp_jsonrpc/exceptions.py
new file mode 120000
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new file mode 120000
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new file mode 100644
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+pip
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new file mode 120000
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+Metadata-Version: 2.1
+Name: pytoolconfig
+Version: 1.2.2
+Summary: Python tool configuration
+License: LGPL-3.0-or-later
+Author-email: bageljr <bageljr897@protonmail.com>
+Requires-Python: >=3.7
+Requires-Dist: packaging>=21.3
+Requires-Dist: tomli>=2.0; python_version < "3.11"
+Requires-Dist: typing-extensions; python_version < "3.8"
+Provides-Extra: doc
+Requires-Dist: tabulate>=0.8.9; extra == "doc"
+Requires-Dist: sphinx>=4.5.0; extra == "doc"
+Provides-Extra: gen_docs
+Requires-Dist: sphinx>=4.5.0; extra == "gen_docs"
+Requires-Dist: sphinx-autodoc-typehints>=1.18.1; extra == "gen_docs"
+Requires-Dist: sphinx-rtd-theme>=1.0.0; extra == "gen_docs"
+Requires-Dist: pytoolconfig[doc]; extra == "gen_docs"
+Provides-Extra: global
+Requires-Dist: appdirs>=1.4.4; extra == "global"
+Provides-Extra: validation
+Requires-Dist: pydantic>=1.7.4; extra == "validation"
+Project-URL: Homepage, https://github.com/bageljrkhanofemus/pytoolconfig
+Description-Content-Type: text/markdown
+
+# Pytoolconfig
+
+**Py**thon **Tool** **Config**uration
+
+The goal of this project is to manage configuration for python tools, such as
+black and rope and add support for a pyproject.toml configuration file.
+[Documentation](https://pytoolconfig.readthedocs.io/en/latest/) This library
+only supports python 3.7 to 3.11. 3.12 plus may work, but isn't tested.
+
+## Development
+
+`pdm install --dev -G :all` to setup development environment `pdm run tox` to
+run tests
+
+## Alternatives
+
+[Maison](https://dbatten5.github.io/maison/) is a similar library
+
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig-1.2.2.dist-info/RECORD b/venv/lib/python3.8/site-packages/pytoolconfig-1.2.2.dist-info/RECORD
new file mode 100644
index 0000000..34e6025
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig-1.2.2.dist-info/RECORD
@@ -0,0 +1,36 @@
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+pytoolconfig-1.2.2.dist-info/METADATA,sha256=OoMrap16DGT3L0uAQE1QjJwN8oiTST9nUHG5-ejDtUo,1511
+pytoolconfig-1.2.2.dist-info/RECORD,,
+pytoolconfig-1.2.2.dist-info/REQUESTED,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+pytoolconfig-1.2.2.dist-info/WHEEL,sha256=yYKnSAC2jORi-lkKULzVaPCdYdfjHjBJxbFSO4r-OgA,87
+pytoolconfig-1.2.2.dist-info/direct_url.json,sha256=KSIyRV9CWr1Kfa47RzQeXoCS58cFnUtmWFknyV72_ac,254
+pytoolconfig-1.2.2.dist-info/license_files/LICENSE,sha256=46mU2C5kSwOnkqkw9XQAJlhBL2JAf1_uCD8lVcXyMRg,7652
+pytoolconfig/__init__.py,sha256=kpw8BLkBWN7iTcp7mCmv8zWRbNVm5Pk7eqjoJ9ctKWo,294
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+pytoolconfig/__pycache__/_version.cpython-38.pyc,,
+pytoolconfig/__pycache__/documentation.cpython-38.pyc,,
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+pytoolconfig/documentation.py,sha256=WrS5HhpyUuTnNuOGGC8snxxfVacEXiW7VAE-oAdN3UY,5332
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+pytoolconfig/utils.py,sha256=w3azSj6o2lfF-Yz8ZgB3OsC6NonkTrYtgYZeYUFQ2wM,3505
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig-1.2.2.dist-info/REQUESTED b/venv/lib/python3.8/site-packages/pytoolconfig-1.2.2.dist-info/REQUESTED
new file mode 100644
index 0000000..e69de29
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig-1.2.2.dist-info/WHEEL b/venv/lib/python3.8/site-packages/pytoolconfig-1.2.2.dist-info/WHEEL
new file mode 100644
index 0000000..1346c85
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig-1.2.2.dist-info/WHEEL
@@ -0,0 +1,4 @@
+Wheel-Version: 1.0
+Generator: pdm-pep517 1.0.3
+Root-Is-Purelib: True
+Tag: py3-none-any
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig-1.2.2.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/pytoolconfig-1.2.2.dist-info/direct_url.json
new file mode 100644
index 0000000..18b2ab0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig-1.2.2.dist-info/direct_url.json
@@ -0,0 +1 @@
+{"archive_info": {"hash": "sha256=825d97b052e58b609c2684b04efeb543075588d33a4916a6dc2ae39676458c7d"}, "url": "https://files.pythonhosted.org/packages/26/15/e21a7c063c29c0b782be090df589b25fdc62ea3b5e5687a94a217851944e/pytoolconfig-1.2.2-py3-none-any.whl"}
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig-1.2.2.dist-info/license_files/LICENSE b/venv/lib/python3.8/site-packages/pytoolconfig-1.2.2.dist-info/license_files/LICENSE
new file mode 120000
index 0000000..daa07cb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig-1.2.2.dist-info/license_files/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/a9/94/d82e644b03a792a930f574002658412f62407f5fee083f2555c5f23118
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/__init__.py b/venv/lib/python3.8/site-packages/pytoolconfig/__init__.py
new file mode 100644
index 0000000..556756a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/__init__.py
@@ -0,0 +1,10 @@
+"""Python Tool Configuration."""
+from __future__ import annotations
+
+from dataclasses import dataclass  # Backwards compatibility
+
+from .fields import field
+from .pytoolconfig import PyToolConfig
+from .types import UniversalKey
+
+__all__ = ["PyToolConfig", "field", "UniversalKey", "dataclass"]
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diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/_version.py b/venv/lib/python3.8/site-packages/pytoolconfig/_version.py
new file mode 100644
index 0000000..7e1f69b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/_version.py
@@ -0,0 +1,16 @@
+"""Version of pytoolconfig."""
+from __future__ import annotations
+
+from dataclasses import dataclass
+from pathlib import Path
+
+from pytoolconfig import PyToolConfig, UniversalKey, field
+
+
+@dataclass
+class Version:
+    version: str = field("UNKNOWN", universal_config=UniversalKey.version)
+
+
+config = PyToolConfig("pytoolconfig", Path(__file__).parent, model=Version).parse()
+version = config.version
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/documentation.py b/venv/lib/python3.8/site-packages/pytoolconfig/documentation.py
new file mode 100644
index 0000000..2955678
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/documentation.py
@@ -0,0 +1,160 @@
+"""Program to generate documentation for a given PyToolConfig object."""
+
+
+from __future__ import annotations
+
+import sys
+from dataclasses import is_dataclass
+from typing import Any, Generator
+
+from docutils.statemachine import StringList
+from sphinx.application import Sphinx
+from sphinx.ext.autodoc import ClassDocumenter
+from tabulate import tabulate
+
+from .fields import _gather_config_fields
+from .pytoolconfig import PyToolConfig
+from .sources import Source
+from .types import ConfigField, Dataclass
+from .universal_config import UniversalConfig
+
+if sys.version_info < (3, 8, 0):
+    from typing_extensions import get_origin
+else:
+    from typing import get_origin
+
+
+def _type_to_str(type_to_print: type[Any]) -> str | None:
+    if type_to_print is None:
+        return None
+    if get_origin(type_to_print) is None:
+        return type_to_print.__name__
+    return str(type_to_print).replace("typing.", "")
+
+
+def _subtables(model: type[Dataclass]) -> dict[str, type[Dataclass]]:
+    result = {}
+    for name, field in _gather_config_fields(model).items():
+        if is_dataclass(field._type):
+            result[name] = field._type
+    return result
+
+
+def _generate_table(
+    model: type[Dataclass],
+    tablefmt: str = "rst",
+    prefix: str = "",
+) -> Generator[str, None, None]:
+    header = ["name", "description", "type", "default"]
+    model_fields: dict[str, ConfigField] = _gather_config_fields(model)
+    command_line = any(field.command_line for field in model_fields.values())
+    if command_line:
+        header.append("command line flag")
+    table = []
+    for name, field in model_fields.items():
+        if not is_dataclass(field._type):
+            row = [
+                f"{name}" if prefix == "" else f"{prefix}.{name}",
+                field.description.replace("\n", " ") if field.description else None,
+                _type_to_str(field._type),
+                field._default,
+            ]
+            if field.universal_config:
+                key = field.universal_config
+                assert is_dataclass(UniversalConfig)
+                universal_key = _gather_config_fields(UniversalConfig)[key.name]
+                row[1] = universal_key.description
+                row[3] = universal_key._default
+            if command_line:
+                cli_doc = field.command_line
+                if cli_doc is not None:
+                    row.append(", ".join(cli_doc))
+                else:
+                    row.append(None)
+            table.append(row)
+    yield from tabulate(table, tablefmt=tablefmt, headers=header).split("\n")
+
+
+class PyToolConfigAutoDocumenter(ClassDocumenter):
+    """Sphinx autodocumenter for pytoolconfig models."""
+
+    objtype = "pytoolconfigtable"
+    content_indent = ""
+    titles_allowed = True
+
+    @classmethod
+    def can_document_member(
+        cls, member: Any, membername: str, isattr: bool, parent: Any
+    ) -> bool:
+        """Check if member is dataclass."""
+        return is_dataclass(member)
+
+    def add_directive_header(self, sig: str) -> None:
+        """Remove directive headers."""
+
+    def add_content(
+        self, more_content: StringList | None, no_docstring: bool = False
+    ) -> None:
+        """Create simple table to document configuration options."""
+        source = self.get_sourcename()
+        config = self.object
+        for line in _generate_table(config):
+            self.add_line(line, source)
+
+
+class PyToolConfigSourceDocumenter(ClassDocumenter):
+    objtype = "pytoolconfigsources"
+    content_indent = ""
+    titles_allowed = True
+
+    @classmethod
+    def can_document_member(
+        cls, member: Any, membername: str, isattr: bool, parent: Any
+    ) -> bool:
+        """Check if member is dataclass."""
+        return isinstance(member, Source)
+
+    def add_directive_header(self, sig: str) -> None:
+        """Remove directive headers."""
+
+    def add_content(
+        self, more_content: StringList | None, no_docstring: bool = False
+    ) -> None:
+        """Create simple table to document configuration options."""
+        source = self.get_sourcename()
+        config = self.object
+        for line in _generate_table(config):
+            self.add_line(line, source)
+
+
+def setup(app: Sphinx) -> None:
+    """Register automatic documenter."""
+    app.setup_extension("sphinx.ext.autodoc")
+    app.add_autodocumenter(PyToolConfigAutoDocumenter)
+
+
+def _generate_documentation(config: PyToolConfig) -> Generator[str, None, None]:
+    """Generate Markdown documentation for a given config model.
+    
+    This currently Beta at best. Do not use.
+    """
+    yield "# Configuration\n"
+    if len(config.sources) > 1:
+        yield f"{config.tool} supports the following sources:\n"
+        for idx, source in enumerate(config.sources):
+            yield f" {idx}. {source.name}\n"
+    else:
+        name = next(config.sources).name
+        yield f"{config.tool} supports the {name} format\n"
+    yield "\n"
+    for source in config.sources:
+        if source.description:
+            yield f"## {source.name} \n"
+            yield source.description
+            yield "\n"
+    yield "## Options\n"
+    yield from _generate_table(config.model, "github")
+    yield "\n"
+    for prefix, subtable in _subtables(config.model).items():
+        yield from _generate_table(subtable, "github", prefix)
+        yield "\n"
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/fields.py b/venv/lib/python3.8/site-packages/pytoolconfig/fields.py
new file mode 100644
index 0000000..6c25aa7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/fields.py
@@ -0,0 +1,73 @@
+"""Abstractions over dataclass fields."""
+from __future__ import annotations
+
+import dataclasses
+from dataclasses import MISSING, fields
+from typing import Any, Callable
+
+from .types import ConfigField, Dataclass, UniversalKey
+
+_METADATA_KEY = "pytoolconfig"
+
+
+def field(
+    default: Any = MISSING,
+    description: str | None = None,
+    command_line: tuple[str] | None = None,
+    universal_config: UniversalKey | None = None,
+    default_factory: Callable[[], Any] | None = MISSING,
+    init: bool = True,
+) -> dataclasses.Field:
+    """Create a dataclass field with metadata."""
+    metadata = {
+        _METADATA_KEY: ConfigField(
+            description=description,
+            universal_config=universal_config,
+            command_line=command_line,
+            _default=default,
+        )
+    }
+
+    if default_factory is not MISSING and default_factory is not None:
+        metadata[_METADATA_KEY]._default = default_factory()
+        return dataclasses.field(
+            default_factory=default_factory, metadata=metadata, init=init
+        )
+    assert default is not MISSING
+    return dataclasses.field(default=default, metadata=metadata, init=init)
+
+
+def _gather_config_fields(
+    model: type[Dataclass] | Dataclass,
+) -> dict[str, ConfigField]:
+    # First try PyToolConfig Annotated Fields
+    result = {}
+    for dataclass_field in fields(model):
+        if dataclass_field.init:
+            if _METADATA_KEY in dataclass_field.metadata:
+                result[dataclass_field.name] = dataclass_field.metadata[_METADATA_KEY]
+            else:
+                result[dataclass_field.name] = ConfigField(
+                    _default=dataclass_field.default
+                )
+            result[dataclass_field.name]._type = dataclass_field.type
+    # Then use pydantic annotated fields
+    if hasattr(model, "__pydantic_model__"):
+        for pydantic_field in model.__pydantic_model__.__fields__.values():
+            if pydantic_field.init:
+                result[pydantic_field.name] = ConfigField(
+                    description=pydantic_field.field_info.description,
+                    _type=pydantic_field.type_,
+                    _default=pydantic_field.default,
+                )
+                if "universal_config" in pydantic_field.field_info.extra:
+                    result[
+                        pydantic_field.name
+                    ].universal_config = pydantic_field.field_info.extra[
+                        "universal_config"
+                    ]
+                if "command_line" in pydantic_field.field_info.extra:
+                    result[
+                        pydantic_field.name
+                    ].command_line = pydantic_field.field_info.extra["command_line"]
+    return result
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/py.typed b/venv/lib/python3.8/site-packages/pytoolconfig/py.typed
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/py.typed
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/pytoolconfig.py b/venv/lib/python3.8/site-packages/pytoolconfig/pytoolconfig.py
new file mode 100644
index 0000000..f86b38e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/pytoolconfig.py
@@ -0,0 +1,123 @@
+"""Tool to configure Python tools."""
+from __future__ import annotations
+
+from argparse import SUPPRESS, ArgumentParser
+from dataclasses import is_dataclass
+from pathlib import Path
+from typing import Generic, Sequence, TypeVar
+
+from pytoolconfig.fields import _gather_config_fields
+from pytoolconfig.sources import PyProject, PyTool, Source
+from pytoolconfig.types import ConfigField, Dataclass
+from pytoolconfig.universal_config import UniversalConfig
+from pytoolconfig.utils import _dict_to_dataclass, _recursive_merge
+
+DataclassT = TypeVar("DataclassT", bound=Dataclass)
+
+
+class PyToolConfig(Generic[DataclassT]):
+    """Python Tool Configuration Aggregator."""
+
+    sources: list[Source] = []
+    tool: str
+    working_directory: Path
+    model: type[DataclassT]
+    fall_through: bool = False
+    arg_parser: ArgumentParser | None = None
+    _config_fields: dict[str, ConfigField]
+
+    def __init__(
+        self,
+        tool: str,
+        working_directory: Path,
+        model: type[DataclassT],
+        arg_parser: ArgumentParser | None = None,
+        custom_sources: Sequence[Source] | None = None,
+        global_config: bool = False,
+        global_sources: Sequence[Source] | None = None,
+        fall_through: bool = False,
+        *args,
+        **kwargs,
+    ):
+        """Initialize the configuration object.
+
+        :param tool: name of the tool to use.
+        :param working_directory: working directory in use.
+        :param model: Model of configuration.
+        :param arg_parser: Arugument Parser.
+        :param custom_sources: Custom sources
+        :param global_config: Enable global configuration
+        :param global_sources: Custom global sources
+        :param fall_through: Configuration options should fall through between sources.
+        :param *args: Passed to constructor for PyProject
+        :param **kwargs: Passed to constructor for PyProject
+        """
+        assert is_dataclass(model)
+        self.model = model
+        self._config_fields = _gather_config_fields(model)
+        self.tool = tool
+        self.sources = [PyProject(working_directory, tool, *args, **kwargs)]
+        if custom_sources:
+            self.sources.extend(custom_sources)
+        if global_config:
+            self.sources.append(PyTool(tool))
+        if global_sources:
+            self.sources.extend(global_sources)
+
+        self.arg_parser = arg_parser
+        self.fall_through = fall_through
+        self._setup_arg_parser()
+
+    def parse(self, args: list[str] | None = None) -> DataclassT:
+        """Parse the configuration.
+
+        :param args: any additional command line overwrites.
+        """
+        configuration = self._parse_sources()
+        assert isinstance(self.sources[0], PyProject)
+        universal: UniversalConfig = self.sources[0].universalconfig()
+        if self.arg_parser:
+            if args is None:
+                args = []
+            parsed = self.arg_parser.parse_args(args)
+            for name, value in parsed._get_kwargs():
+                setattr(configuration, name, value)
+        for name, field in self._config_fields.items():
+            if field.universal_config:
+                universal_value = vars(universal)[field.universal_config.name]
+                if universal_value is not None:
+                    setattr(
+                        configuration,
+                        name,
+                        universal_value,
+                    )
+        return configuration
+
+    def _setup_arg_parser(self) -> None:
+        if self.arg_parser:
+            for name, field in self._config_fields.items():
+                if field.command_line:
+                    flags = field.command_line
+                    self.arg_parser.add_argument(
+                        *flags,
+                        type=field._type,
+                        help=field.description,
+                        default=SUPPRESS,
+                        metavar=name,
+                        dest=name,
+                    )
+
+    def _parse_sources(self) -> DataclassT:
+        configuration = self.model()
+        if self.fall_through:
+            for source in reversed(self.sources):
+                parsed = source.parse()
+                if parsed is not None:
+                    configuration = _recursive_merge(configuration, parsed)
+
+        else:
+            for source in self.sources:
+                parsed = source.parse()
+                if parsed:
+                    return _dict_to_dataclass(self.model, parsed)
+        return configuration
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/sources/__init__.py b/venv/lib/python3.8/site-packages/pytoolconfig/sources/__init__.py
new file mode 100644
index 0000000..e9addb0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/sources/__init__.py
@@ -0,0 +1,9 @@
+from __future__ import annotations
+
+from .ini import IniConfig
+from .pyproject import PyProject
+from .pytool import PyTool
+from .setup_cfg import SetupConfig
+from .source import Source
+
+__all__ = ["PyProject", "PyTool", "IniConfig", "SetupConfig", "Source"]
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diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/sources/ini.py b/venv/lib/python3.8/site-packages/pytoolconfig/sources/ini.py
new file mode 100644
index 0000000..584935f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/sources/ini.py
@@ -0,0 +1,74 @@
+"""Source for INI configuration files via configparser."""
+from __future__ import annotations
+
+from configparser import ConfigParser, SectionProxy
+from pathlib import Path
+from typing import Dict
+
+from pytoolconfig.sources.source import Source
+from pytoolconfig.types import Key
+from pytoolconfig.utils import find_config_file
+
+
+def _add_split_to_dict(
+    dest: dict[str, Key], table_to_add: list[str], table: SectionProxy
+) -> None:
+    if len(table_to_add) == 0:
+        for table_key in table:
+            dest[table_key] = table[table_key]
+    else:
+        first = table_to_add[0]
+        dest.setdefault(first, {})
+        assert isinstance(dest[first], Dict)
+        _add_split_to_dict(dest[first], table_to_add[1:], table)
+
+
+class IniConfig(Source):
+    """Source for INI configuration files via configparser."""
+
+    _config: ConfigParser
+    name: str
+    description: str | None
+
+    def __init__(
+        self,
+        working_directory: Path,
+        filename: str,
+        base_table: str,
+        description: str | None = None,
+    ):
+        """Initialize the Ini Configuration.
+
+        :param working_directory: the working directory to search.
+        :param filename: the filename to search for.
+        :param base_table: The table to search for.
+            The file will only be used if this is present.
+            The base_table will not be included in the parsed output.
+        :param description: The description used in documentation.
+        """
+        self.file = find_config_file(working_directory, filename)
+        self.base_table = base_table
+        self.name = filename
+        self.description = description
+        self._config = ConfigParser()
+
+    def _read(self) -> bool:
+        if self.file is None:
+            return False
+        self._config.read_string(self.file.read_text())
+        for table in self._config:
+            split = table.split(".")
+            if split[0] == self.base_table:
+                return True
+        return False
+
+    def parse(self) -> dict[str, Key] | None:
+        """Parse the INI file."""
+        if not self._read():
+            return None
+        output: dict[str, Key] = {}
+        for table in self._config:
+            split = table.split(".")
+            if split[0] == self.base_table:
+                _add_split_to_dict(output, split[1:], self._config[table])
+        return output
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/sources/pyproject.py b/venv/lib/python3.8/site-packages/pytoolconfig/sources/pyproject.py
new file mode 100644
index 0000000..26b79cb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/sources/pyproject.py
@@ -0,0 +1,109 @@
+"""Source for pyproject.toml files or more generally toml files."""
+from __future__ import annotations
+
+import sys
+from pathlib import Path
+
+from pytoolconfig.sources.source import Source
+from pytoolconfig.types import Key
+from pytoolconfig.universal_config import UniversalConfig
+from pytoolconfig.utils import (
+    _dict_to_dataclass,
+    find_config_file,
+    max_py_version,
+    min_py_version,
+    parse_dependencies,
+)
+
+if sys.version_info < (3, 11, 0):
+    import tomli as tomllib
+else:
+    import tomllib
+
+
+class PyProject(Source):
+    """Source for pyproject.toml and pytool.toml files.
+
+    Can be extended to other toml files.
+    """
+
+    tool: str
+    toml_dict: dict | None = None
+    name: str = "pyproject.toml"
+    description: str = """
+    PEP 518 defines pyproject.toml as a configuration file to store build system
+    requirements for Python projects. With the help of tools like Poetry or Flit
+    it can fully replace the need for setup.py and setup.cfg files.
+    """  # taken from black.
+    file: Path | None
+
+    def __init__(
+        self,
+        working_directory: Path,
+        tool: str,
+        bases: list[str] | None = None,
+        recursive: bool = True,
+    ):
+        """Initialize the TOML configuration.
+
+        :param working_directory: Working Directory
+        :param tool: name of your tool. Will read configuration from [tool.yourtool]
+        :param bases: Base files/folders to look for (besides pyproject.toml)
+        :param recursive: search recursively up the directory tree for the file.
+        """
+        if recursive:
+            self.file = find_config_file(working_directory, "pyproject.toml", bases)
+        else:
+            self.file = working_directory / "pyproject.toml"
+        self.tool = tool
+
+    def _read(self) -> bool:
+        if not self.file or not self.file.exists():
+            return False
+        self.toml_dict = tomllib.loads(self.file.read_text())
+        if self.toml_dict is None:
+            return False
+        if "tool" not in self.toml_dict.keys():
+            return False
+        return self.tool in self.toml_dict["tool"].keys()
+
+    def parse(self) -> dict[str, Key] | None:
+        """Parse the TOML file."""
+        if not self._read():
+            return None
+        assert self.toml_dict
+        return self.toml_dict["tool"][self.tool]
+
+    def universalconfig(self) -> UniversalConfig:
+        """Parse the file for the universal config object's fields.
+
+        Only implement the relevant fields such as minimum python version.
+
+        Pre: file was read but tool isn't necessarily in file.
+        """
+        if not self.toml_dict:
+            return UniversalConfig()
+        config: UniversalConfig
+        if "pytoolconfig" in self.toml_dict.get("tool", {}).keys():
+            config = _dict_to_dataclass(
+                UniversalConfig, self.toml_dict["tool"]["pytoolconfig"]
+            )
+        else:
+            config = UniversalConfig()
+        if "project" in self.toml_dict.keys():
+            project = self.toml_dict["project"]
+            if "requires-python" in project.keys():
+                raw_python_ver = project["requires-python"]
+                config.min_py_version = min_py_version(raw_python_ver)
+                config.max_py_version = max_py_version(raw_python_ver)
+            if "dependencies" in project:
+                dependencies = parse_dependencies(project["dependencies"])
+                config.dependencies = list(dependencies)
+            if "optional-dependencies" in project:
+                optional_deps = {}
+                for group, deps in project["optional-dependencies"].items():
+                    optional_deps[group] = list(parse_dependencies(deps))
+                config.optional_dependencies = optional_deps
+            if "version" in project:
+                config.version = project["version"]
+        return config
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/sources/pytool.py b/venv/lib/python3.8/site-packages/pytoolconfig/sources/pytool.py
new file mode 100644
index 0000000..0d7786c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/sources/pytool.py
@@ -0,0 +1,35 @@
+"""Source for pytool.toml files."""
+from __future__ import annotations
+
+from pathlib import Path
+
+from .pyproject import PyProject
+
+
+class PyTool(PyProject):
+    """Source for pytool.toml files.
+
+    Uses appdirs to find configuration directories.
+    """
+
+    description: str
+
+    def __init__(self, tool: str):
+        """Initialize the TOML configuration.
+
+        :param tool: name of your tool. Will read configuration from [tool.yourtool]
+        """
+        import appdirs
+
+        self.file = Path(appdirs.user_config_dir()) / "pytool.toml"
+        self.name = "pytool.toml"
+        self.tool = tool
+        self.description = rf"""
+        The pytool.toml file is found at
+
+        Mac OS X:               ~/Library/Application Support/pytool.toml
+        Unix:                   ~/.config/pytool.toml     # or in $XDG_CONFIG_HOME, if defined
+        Win *:                  C:\Users\<username>\AppData\Local\pytool.toml
+        It is configured in the same fashion as your pyproject.toml.
+        Configuration for {tool} is found in the [tool.{tool}] table.
+        """
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/sources/setup_cfg.py b/venv/lib/python3.8/site-packages/pytoolconfig/sources/setup_cfg.py
new file mode 100644
index 0000000..9b99378
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/sources/setup_cfg.py
@@ -0,0 +1,19 @@
+"""Source for setup.cfg configuration files via ini config."""
+from __future__ import annotations
+
+from pathlib import Path
+
+from .ini import IniConfig
+
+
+class SetupConfig(IniConfig):
+    """Source for setup.cfg configuration files via ini config."""
+
+    name: str = "setup.cfg"
+    description = """
+    Setuptools allows using configuration files (usually setup.cfg) to define a
+    package’s metadata and other options that are normally supplied to the setup()
+    function (declarative config)."""
+
+    def __init__(self, working_directory: Path, base_table: str):
+        super().__init__(working_directory, "setup.cfg", base_table)
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/sources/source.py b/venv/lib/python3.8/site-packages/pytoolconfig/sources/source.py
new file mode 100644
index 0000000..899c683
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/sources/source.py
@@ -0,0 +1,30 @@
+"""Base class for defining custom sources."""
+from __future__ import annotations
+
+from abc import ABC, abstractmethod
+
+from pytoolconfig.types import Key
+
+
+class Source(ABC):
+    """Base class for defining custom sources."""
+
+    name: str  # The name of the tool for documentation
+    description: str | None  # The description, written as markdown.
+
+    @abstractmethod
+    def _read(self) -> bool:
+        """Read the file.
+
+        If file does not exist or the tool does not exist in the file,
+        return False. Can be called multiple times and overwrite the
+        existing cached configuration.
+        """
+
+    @abstractmethod
+    def parse(self) -> dict[str, Key] | None:
+        """Parse the file for each property as a nested dict.
+
+        Return None if tool is not configured in file. Otherwise,
+        returns configuration pertaining to the tool.
+        """
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/types.py b/venv/lib/python3.8/site-packages/pytoolconfig/types.py
new file mode 100644
index 0000000..e01c7b2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/types.py
@@ -0,0 +1,51 @@
+"""PyToolConfig internal definitions and functions."""
+
+from __future__ import annotations
+
+from dataclasses import dataclass
+from datetime import date, datetime, time
+from enum import Enum, auto
+from typing import Any, Callable, Dict, List, TypeVar, Union
+
+DataclassT = TypeVar("DataclassT", bound="Dataclass")
+
+
+class Dataclass:
+    __initialised__: bool
+    __post_init_original__: Callable[..., None] | None
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        pass
+
+    def __call__(self: DataclassT, *args: Any, **kwargs: Any) -> DataclassT:
+        pass
+
+
+_BaseType = Union[str, int, float, datetime, date, time, bool]
+_BaseTypeWithList = Union[_BaseType, List[_BaseType]]
+Key = Union[Dict[str, _BaseTypeWithList], _BaseTypeWithList]
+
+
+# We have a circular dependency preventing us from generating universal keys from
+# universal_config. Universal Config requires field, which requires Universal Key.
+class UniversalKey(Enum):
+    """See universal config documentation."""
+
+    formatter = auto()
+    max_line_length = auto()
+    min_py_version = auto()
+    max_py_version = auto()
+    dependencies = auto()
+    optional_dependencies = auto()
+    version = auto()
+
+
+@dataclass
+class ConfigField:
+    """Dataclass store and validate fields in a configuration model."""
+
+    description: str | None = None
+    universal_config: UniversalKey | None = None
+    command_line: tuple[str] | None = None
+    _type: Any = None
+    _default: Any = None
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/universal_config.py b/venv/lib/python3.8/site-packages/pytoolconfig/universal_config.py
new file mode 100644
index 0000000..a91be26
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/universal_config.py
@@ -0,0 +1,39 @@
+"""Universal Configuration base model."""
+from __future__ import annotations
+
+from packaging.requirements import Requirement
+
+from .fields import field
+from .types import dataclass
+
+
+@dataclass
+class UniversalConfig:
+    """Universal Configuration base model."""
+
+    formatter: str | None = field(None, "Formatter used to format this File")
+    max_line_length: int | None = field(None, description="Maximum line length")
+
+    min_py_version: tuple[int, int] | None = field(
+        None,
+        """Mimimum target python version. Requires PEP 621.
+        Taken from project.requires-python""",
+    )
+    max_py_version: tuple[int, int] | None = field(
+        None,
+        """Maximum target python version. Requires PEP 621.
+        Taken from project.requires-python""",
+    )
+    dependencies: list[Requirement] | None = field(
+        None,
+        """Dependencies of project. Requires PEP 621.
+        Taken from project.dependencies. """,
+    )
+    optional_dependencies: dict[str, list[Requirement]] | None = field(
+        None,
+        """Optional dependencies of project. Requires PEP 621.
+    Taken from project.optional_dependencies.""",
+    )
+    version: str | None = field(
+        None, "Version of the project. Requires PEP 621. Taken from project.version."
+    )
diff --git a/venv/lib/python3.8/site-packages/pytoolconfig/utils.py b/venv/lib/python3.8/site-packages/pytoolconfig/utils.py
new file mode 100644
index 0000000..44a8ee1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/pytoolconfig/utils.py
@@ -0,0 +1,103 @@
+"""Utility functions and classes."""
+from __future__ import annotations
+
+import sys
+from dataclasses import Field, fields, is_dataclass, replace
+from pathlib import Path
+from typing import Any, Callable, Generator, Mapping, TypeVar
+
+from packaging.requirements import Requirement
+from packaging.specifiers import SpecifierSet
+
+from .types import Dataclass, Key
+
+
+def find_config_file(
+    working_directory: Path, filename: str, bases: list[str] | None = None
+) -> Path | None:
+    if bases is None:
+        bases = [".git", ".hg"]
+    """Recursively find the configuration file."""
+    target = working_directory / filename
+    if target.exists():
+        return target
+    for base in bases:
+        if (working_directory / base).exists():
+            return None
+    if working_directory == working_directory.parent:
+        return None
+    return find_config_file(working_directory.parent, filename, bases)
+
+
+def min_py_version(specifier: str) -> tuple[int, int]:
+    """Return the minimum python 3 version.
+
+    Between 3.4 and interpreter version.
+    """
+    parsed = SpecifierSet(specifier)
+    for i in range(4, sys.version_info.minor):
+        if parsed.contains(f"3.{i}"):
+            return (3, i)
+    return (3, sys.version_info.minor)
+
+
+def max_py_version(specifier: str) -> tuple[int, int]:
+    """Return the maximum python 3 version.
+
+    Between 3.4 and interpreter version.
+    """
+    parsed = SpecifierSet(specifier)
+    for i in range(sys.version_info.minor, 4, -1):
+        if parsed.contains(f"3.{i}"):
+            return (3, i)
+    return (3, 4)  # Please don't cap your project at python3.4
+
+
+def parse_dependencies(dependencies: list[str]) -> Generator[Requirement, None, None]:
+    """Parse the dependencies from TOML using packaging."""
+    for dependency in dependencies:
+        yield Requirement(dependency)
+
+
+T = TypeVar("T", bound="Dataclass")
+
+
+def _subtables(dataclass_fields: dict[str, Field[Any]]) -> dict[str, type[Any]]:
+    return {
+        name: field.type
+        for name, field in dataclass_fields.items()
+        if is_dataclass(field.type)
+    }
+
+
+def _fields(dataclass) -> dict[str, Field[Any]]:
+    return {field.name: field for field in fields(dataclass) if field.init}
+
+
+def _dict_to_dataclass(dataclass: Callable[..., T], dictionary: Mapping[str, Key]) -> T:
+    filtered_arg_dict: dict[str, Any] = {}
+    dataclass_fields = _fields(dataclass)
+    sub_tables = _subtables(dataclass_fields)
+    for key_name, value in dictionary.items():
+        if key_name in sub_tables:
+            sub_table = sub_tables[key_name]
+            assert isinstance(value, Mapping)
+            filtered_arg_dict[key_name] = _dict_to_dataclass(sub_table, value)
+        elif key_name in dataclass_fields:
+            filtered_arg_dict[key_name] = value
+    return dataclass(**filtered_arg_dict)
+
+
+def _recursive_merge(dataclass: T, dictionary: Mapping[str, Key]) -> T:
+    """Overwrite every value specified in dictionary on the dataclass."""
+    filtered_arg_dict: dict[str, Any] = {}
+    dataclass_fields = _fields(dataclass)
+    sub_tables = _subtables(dataclass_fields)
+    for key_name, value in dictionary.items():
+        if key_name in sub_tables:
+            sub_table = getattr(dataclass, key_name)
+            assert isinstance(value, Mapping)
+            filtered_arg_dict[key_name] = _recursive_merge(sub_table, value)
+        elif key_name in dataclass_fields:
+            filtered_arg_dict[key_name] = value
+    return replace(dataclass, **filtered_arg_dict)
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index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/replit-3.2.4.dist-info/INSTALLER
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new file mode 120000
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diff --git a/venv/lib/python3.8/site-packages/replit_python_lsp_server-1.15.9.dist-info/METADATA b/venv/lib/python3.8/site-packages/replit_python_lsp_server-1.15.9.dist-info/METADATA
new file mode 100644
index 0000000..fb8b75c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/replit_python_lsp_server-1.15.9.dist-info/METADATA
@@ -0,0 +1,230 @@
+Metadata-Version: 2.1
+Name: replit-python-lsp-server
+Version: 1.15.9
+Summary: Python Language Server for the Language Server Protocol
+Author: Python Language Server Contributors
+License: MIT
+Project-URL: Homepage, https://github.com/replit/python-lsp-server
+Requires-Python: >=3.7
+Description-Content-Type: text/markdown
+License-File: LICENSE
+Requires-Dist: jedi (<0.19.0,>=0.17.2)
+Requires-Dist: python-lsp-jsonrpc (>=1.0.0)
+Requires-Dist: pluggy (>=1.0.0)
+Requires-Dist: ujson (>=3.0.0)
+Requires-Dist: setuptools (>=39.0.0)
+Requires-Dist: toml (>=0.10.2)
+Provides-Extra: all
+Requires-Dist: autopep8 (<1.7.0,>=1.6.0) ; extra == 'all'
+Requires-Dist: flake8 (<5.1.0,>=5.0.0) ; extra == 'all'
+Requires-Dist: mccabe (<0.8.0,>=0.7.0) ; extra == 'all'
+Requires-Dist: pycodestyle (<2.10.0,>=2.9.0) ; extra == 'all'
+Requires-Dist: pydocstyle (>=2.0.0) ; extra == 'all'
+Requires-Dist: pyflakes (<2.6.0,>=2.5.0) ; extra == 'all'
+Requires-Dist: pylint (>=2.5.0) ; extra == 'all'
+Requires-Dist: rope (>=0.10.5) ; extra == 'all'
+Requires-Dist: yapf ; extra == 'all'
+Requires-Dist: whatthepatch ; extra == 'all'
+Provides-Extra: autopep8
+Requires-Dist: autopep8 (<1.7.0,>=1.6.0) ; extra == 'autopep8'
+Provides-Extra: flake8
+Requires-Dist: flake8 (<5.1.0,>=5.0.0) ; extra == 'flake8'
+Provides-Extra: mccabe
+Requires-Dist: mccabe (<0.8.0,>=0.7.0) ; extra == 'mccabe'
+Provides-Extra: pycodestyle
+Requires-Dist: pycodestyle (<2.10.0,>=2.9.0) ; extra == 'pycodestyle'
+Provides-Extra: pydocstyle
+Requires-Dist: pydocstyle (>=2.0.0) ; extra == 'pydocstyle'
+Provides-Extra: pyflakes
+Requires-Dist: pyflakes (<2.6.0,>=2.5.0) ; extra == 'pyflakes'
+Provides-Extra: pylint
+Requires-Dist: pylint (>=2.5.0) ; extra == 'pylint'
+Provides-Extra: rope
+Requires-Dist: rope (>0.10.5) ; extra == 'rope'
+Provides-Extra: test
+Requires-Dist: pylint (>=2.5.0) ; extra == 'test'
+Requires-Dist: pytest ; extra == 'test'
+Requires-Dist: pytest-cov ; extra == 'test'
+Requires-Dist: coverage ; extra == 'test'
+Requires-Dist: numpy (<1.23) ; extra == 'test'
+Requires-Dist: pandas ; extra == 'test'
+Requires-Dist: matplotlib ; extra == 'test'
+Requires-Dist: pyqt5 ; extra == 'test'
+Requires-Dist: flaky ; extra == 'test'
+Provides-Extra: websockets
+Requires-Dist: websockets (>=10.3) ; extra == 'websockets'
+Provides-Extra: yapf
+Requires-Dist: yapf ; extra == 'yapf'
+Requires-Dist: whatthepatch (<2.0.0,>=1.0.2) ; extra == 'yapf'
+
+# Python LSP Server
+
+This is a fork of https://github.com/python-lsp/python-lsp-server.
+
+See [RELEASE.md] for how to make a new release.
+
+A Python 3.7+ implementation of the [Language Server Protocol](https://github.com/Microsoft/language-server-protocol).
+(Note: versions <1.4 should still work with Python 3.6)
+
+## Installation
+
+The base language server requires [Jedi](https://github.com/davidhalter/jedi) to provide Completions, Definitions, Hover, References, Signature Help, and Symbols:
+
+```
+pip install python-lsp-server
+```
+This will expose the command `pylsp` on your PATH. Confirm that installation succeeded by running `pylsp --help`.
+
+If the respective dependencies are found, the following optional providers will be enabled:
+- [Rope](https://github.com/python-rope/rope) for Completions and renaming
+- [Pyflakes](https://github.com/PyCQA/pyflakes) linter to detect various errors
+- [McCabe](https://github.com/PyCQA/mccabe) linter for complexity checking
+- [pycodestyle](https://github.com/PyCQA/pycodestyle) linter for style checking
+- [pydocstyle](https://github.com/PyCQA/pydocstyle) linter for docstring style checking (disabled by default)
+- [autopep8](https://github.com/hhatto/autopep8) for code formatting
+- [YAPF](https://github.com/google/yapf) for code formatting (preferred over autopep8)
+- [flake8](https://github.com/pycqa/flake8) for error checking (disabled by default)
+- [pylint](https://github.com/PyCQA/pylint) for code linting (disabled by default)
+
+Optional providers can be installed using the `extras` syntax. To install [YAPF](https://github.com/google/yapf) formatting for example:
+
+```
+pip install "python-lsp-server[yapf]"
+```
+
+All optional providers can be installed using:
+
+```
+pip install "python-lsp-server[all]"
+```
+
+If you get an error similar to `'install_requires' must be a string or list of strings` then please upgrade setuptools before trying again.
+
+```
+pip install -U setuptools
+```
+
+### Windows and Linux installation
+
+If you use Anaconda/Miniconda, you can install `python-lsp-server` using this conda command
+
+```
+conda install -c conda-forge python-lsp-server 
+```
+
+Python-lsp-server is available in the repos of every major Linux distribution, and it is usually called `python-lsp-server`.
+
+For example, here is how to install it in Debian and Debian-based distributions (E.g. Ubuntu, Pop!_OS, Linux Mint)
+
+```
+sudo apt-get install python-lsp-server
+```
+
+or Fedora Linux
+
+```
+sudo dnf install python-lsp-server
+```
+
+Only on Alpine Linux the package is named differently. You can install it there by typing this command in your terminal:
+
+```
+apk add py3-lsp-server
+```
+
+### 3rd Party Plugins
+
+Installing these plugins will add extra functionality to the language server:
+
+- [pylsp-mypy](https://github.com/Richardk2n/pylsp-mypy): [MyPy](http://mypy-lang.org/) type checking for Python >=3.7.
+- [pyls-isort](https://github.com/paradoxxxzero/pyls-isort): code formatting using [isort](https://github.com/PyCQA/isort) (automatic import sorting).
+- [python-lsp-black](https://github.com/python-lsp/python-lsp-black): code formatting using [Black](https://github.com/psf/black).
+- [pyls-memestra](https://github.com/QuantStack/pyls-memestra): detecting the use of deprecated APIs.
+- [pylsp-rope](https://github.com/python-rope/pylsp-rope): Extended refactoring capabilities using [Rope](https://github.com/python-rope/rope).
+
+Please see the above repositories for examples on how to write plugins for the Python LSP Server.
+
+[cookiecutter-pylsp-plugin](https://github.com/python-lsp/cookiecutter-pylsp-plugin) is a [cookiecutter](https://cookiecutter.readthedocs.io/) template for setting up a basic plugin project for python-lsp-server. It documents all the essentials you need to know to kick start your own plugin project.
+
+Please file an issue if you require assistance writing a plugin.
+
+## Configuration
+
+Like all language servers, configuration can be passed from the client that talks to this server (i.e. your editor/IDE or other tool that has the same purpose). The details of how this is done depend on the editor or plugin that you are using to communicate with `python-lsp-server`. The configuration options available at that level are documented in [`CONFIGURATION.md`](https://github.com/python-lsp/python-lsp-server/blob/develop/CONFIGURATION.md).
+
+`python-lsp-server` depends on other tools, like flake8 and pycodestyle. These tools can be configured via settings passed from the client (as above), or alternatively from other configuration sources. The following sources are available:
+
+- `pycodestyle`: discovered in `~/.config/pycodestyle`, `setup.cfg`, `tox.ini` and `pycodestyle.cfg`.
+- `flake8`: discovered in `~/.config/flake8`, `.flake8`, `setup.cfg` and `tox.ini`
+
+The default configuration sources are `pycodestyle` and `pyflakes`. If you would like to use `flake8`, you will need to:
+
+1. Disable `pycodestyle`, `mccabe`, and `pyflakes`, by setting their corresponding `enabled` configurations, e.g. `pylsp.plugins.pycodestyle.enabled`, to `false`. This will prevent duplicate linting messages as flake8 includes these tools.
+1. Set `pylsp.plugins.flake8.enabled` to `true`.
+1. Change the `pylsp.configurationSources` setting (in the value passed in from your client) to `['flake8']` in order to use the flake8 configuration instead.
+
+The configuration options available in these config files (`setup.cfg` etc) are documented in the relevant tools:
+
+- [flake8 configuration](https://flake8.pycqa.org/en/latest/user/configuration.html)
+- [pycodestyle configuration](https://pycodestyle.pycqa.org/en/latest/intro.html#configuration)
+
+Overall configuration is computed first from user configuration (in home directory), overridden by configuration passed in by the language client, and then overridden by configuration discovered in the workspace.
+
+As an example, to change the list of errors that pycodestyle will ignore, assuming you are using the `pycodestyle` configuration source (the default), you can:
+
+1. Add the following to your ~/.config/pycodestyle:
+
+   ```
+   [pycodestyle]
+   ignore = E226,E302,E41
+   ```
+
+2. Set the `pylsp.plugins.pycodestyle.ignore` config value from your editor
+3. Same as 1, but add to `setup.cfg` file in the root of the project.
+
+
+Python LSP Server can communicate over WebSockets when configured as follows:
+
+```
+pylsp --ws --port [port]
+```
+
+The following libraries are required for Web Sockets support:
+- [websockets](https://websockets.readthedocs.io/en/stable/) for Python LSP Server Web sockets using websockets library. refer [Websockets installation](https://websockets.readthedocs.io/en/stable/intro/index.html#installation) for more details
+
+You can install this dependency with command below:
+
+```
+pip install 'python-lsp-server[websockets]'
+```
+
+## LSP Server Features
+
+* Auto Completion
+* Code Linting
+* Signature Help
+* Go to definition
+* Hover
+* Find References
+* Document Symbols
+* Document Formatting
+* Code folding
+* Multiple workspaces
+
+## Development
+
+To run the test suite:
+
+```sh
+pip install ".[test]" && pytest
+```
+
+After adding configuration options to `schema.json`, refresh the `CONFIGURATION.md` file with
+
+```
+python scripts/jsonschema2md.py pylsp/config/schema.json CONFIGURATION.md
+```
+
+## License
+
+This project is made available under the MIT License.
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--- /dev/null
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+++ b/venv/lib/python3.8/site-packages/replit_python_lsp_server-1.15.9.dist-info/entry_points.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/8d/57/6f/018675884b54cd297f83a93f796fe846dedeca2de41298b23e6db259f9
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diff --git a/venv/lib/python3.8/site-packages/replit_python_lsp_server-1.15.9.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/replit_python_lsp_server-1.15.9.dist-info/top_level.txt
new file mode 120000
index 0000000..5e33af1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/replit_python_lsp_server-1.15.9.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2d/a9/aa/a07ce66a02fcb6432a5b1f05a84d81c870dc44a67087b389132bebbb5e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/LICENSE b/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/LICENSE
new file mode 120000
index 0000000..1f20d45
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/09/e8/a9/bcec8067104652c168685ab0931e7868f9c8284b66f5ae6edae5f1130b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/METADATA b/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/METADATA
new file mode 100644
index 0000000..17b5413
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/METADATA
@@ -0,0 +1,122 @@
+Metadata-Version: 2.1
+Name: requests
+Version: 2.28.1
+Summary: Python HTTP for Humans.
+Home-page: https://requests.readthedocs.io
+Author: Kenneth Reitz
+Author-email: me@kennethreitz.org
+License: Apache 2.0
+Project-URL: Documentation, https://requests.readthedocs.io
+Project-URL: Source, https://github.com/psf/requests
+Platform: UNKNOWN
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Environment :: Web Environment
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Natural Language :: English
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Internet :: WWW/HTTP
+Classifier: Topic :: Software Development :: Libraries
+Requires-Python: >=3.7, <4
+Description-Content-Type: text/markdown
+License-File: LICENSE
+Requires-Dist: charset-normalizer (<3,>=2)
+Requires-Dist: idna (<4,>=2.5)
+Requires-Dist: urllib3 (<1.27,>=1.21.1)
+Requires-Dist: certifi (>=2017.4.17)
+Provides-Extra: security
+Provides-Extra: socks
+Requires-Dist: PySocks (!=1.5.7,>=1.5.6) ; extra == 'socks'
+Provides-Extra: use_chardet_on_py3
+Requires-Dist: chardet (<6,>=3.0.2) ; extra == 'use_chardet_on_py3'
+
+# Requests
+
+**Requests** is a simple, yet elegant, HTTP library.
+
+```python
+>>> import requests
+>>> r = requests.get('https://httpbin.org/basic-auth/user/pass', auth=('user', 'pass'))
+>>> r.status_code
+200
+>>> r.headers['content-type']
+'application/json; charset=utf8'
+>>> r.encoding
+'utf-8'
+>>> r.text
+'{"authenticated": true, ...'
+>>> r.json()
+{'authenticated': True, ...}
+```
+
+Requests allows you to send HTTP/1.1 requests extremely easily. There’s no need to manually add query strings to your URLs, or to form-encode your `PUT` & `POST` data — but nowadays, just use the `json` method!
+
+Requests is one of the most downloaded Python packages today, pulling in around `30M downloads / week`— according to GitHub, Requests is currently [depended upon](https://github.com/psf/requests/network/dependents?package_id=UGFja2FnZS01NzA4OTExNg%3D%3D) by `1,000,000+` repositories. You may certainly put your trust in this code.
+
+[![Downloads](https://pepy.tech/badge/requests/month)](https://pepy.tech/project/requests)
+[![Supported Versions](https://img.shields.io/pypi/pyversions/requests.svg)](https://pypi.org/project/requests)
+[![Contributors](https://img.shields.io/github/contributors/psf/requests.svg)](https://github.com/psf/requests/graphs/contributors)
+
+## Installing Requests and Supported Versions
+
+Requests is available on PyPI:
+
+```console
+$ python -m pip install requests
+```
+
+Requests officially supports Python 3.7+.
+
+## Supported Features & Best–Practices
+
+Requests is ready for the demands of building robust and reliable HTTP–speaking applications, for the needs of today.
+
+- Keep-Alive & Connection Pooling
+- International Domains and URLs
+- Sessions with Cookie Persistence
+- Browser-style TLS/SSL Verification
+- Basic & Digest Authentication
+- Familiar `dict`–like Cookies
+- Automatic Content Decompression and Decoding
+- Multi-part File Uploads
+- SOCKS Proxy Support
+- Connection Timeouts
+- Streaming Downloads
+- Automatic honoring of `.netrc`
+- Chunked HTTP Requests
+
+## API Reference and User Guide available on [Read the Docs](https://requests.readthedocs.io)
+
+[![Read the Docs](https://raw.githubusercontent.com/psf/requests/main/ext/ss.png)](https://requests.readthedocs.io)
+
+## Cloning the repository
+
+When cloning the Requests repository, you may need to add the `-c
+fetch.fsck.badTimezone=ignore` flag to avoid an error about a bad commit (see
+[this issue](https://github.com/psf/requests/issues/2690) for more background):
+
+```shell
+git clone -c fetch.fsck.badTimezone=ignore https://github.com/psf/requests.git
+```
+
+You can also apply this setting to your global Git config:
+
+```shell
+git config --global fetch.fsck.badTimezone ignore
+```
+
+---
+
+[![Kenneth Reitz](https://raw.githubusercontent.com/psf/requests/main/ext/kr.png)](https://kennethreitz.org) [![Python Software Foundation](https://raw.githubusercontent.com/psf/requests/main/ext/psf.png)](https://www.python.org/psf)
+
+
diff --git a/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/RECORD b/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/RECORD
new file mode 100644
index 0000000..345fbc7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/RECORD
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+requests-2.28.1.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
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+requests-2.28.1.dist-info/top_level.txt,sha256=fMSVmHfb5rbGOo6xv-O_tUX6j-WyixssE-SnwcDRxNQ,9
+requests/__init__.py,sha256=S2K0jnVP6CSrT51SctFyiB0XfI8H9Nt7EqzERAD44gg,4972
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+requests/_internal_utils.py,sha256=aSPlF4uDhtfKxEayZJJ7KkAxtormeTfpwKSBSwtmAUw,1397
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+requests/cookies.py,sha256=kD3kNEcCj-mxbtf5fJsSaT86eGoEYpD3X0CSgpzl7BM,18560
+requests/exceptions.py,sha256=DhveFBclVjTRxhRduVpO-GbMYMID2gmjdLfNEqNpI_U,3811
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new file mode 120000
index 0000000..7e89bc1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1b/5e/87/e00dc87a84269cead8578b9e6462928e18a95f1f3373c9eef451a5bcc0
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/top_level.txt
new file mode 120000
index 0000000..cdc37d8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests-2.28.1.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7c/c4/95/9877dbe6b6c63a8eb1bfe3bfb545fa8fe5b28b1b2c13e4a7c1c0d1c4d4
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/__init__.py b/venv/lib/python3.8/site-packages/requests/__init__.py
new file mode 100644
index 0000000..7ac8e29
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/__init__.py
@@ -0,0 +1,180 @@
+#   __
+#  /__)  _  _     _   _ _/   _
+# / (   (- (/ (/ (- _)  /  _)
+#          /
+
+"""
+Requests HTTP Library
+~~~~~~~~~~~~~~~~~~~~~
+
+Requests is an HTTP library, written in Python, for human beings.
+Basic GET usage:
+
+   >>> import requests
+   >>> r = requests.get('https://www.python.org')
+   >>> r.status_code
+   200
+   >>> b'Python is a programming language' in r.content
+   True
+
+... or POST:
+
+   >>> payload = dict(key1='value1', key2='value2')
+   >>> r = requests.post('https://httpbin.org/post', data=payload)
+   >>> print(r.text)
+   {
+     ...
+     "form": {
+       "key1": "value1",
+       "key2": "value2"
+     },
+     ...
+   }
+
+The other HTTP methods are supported - see `requests.api`. Full documentation
+is at <https://requests.readthedocs.io>.
+
+:copyright: (c) 2017 by Kenneth Reitz.
+:license: Apache 2.0, see LICENSE for more details.
+"""
+
+import warnings
+
+import urllib3
+
+from .exceptions import RequestsDependencyWarning
+
+try:
+    from charset_normalizer import __version__ as charset_normalizer_version
+except ImportError:
+    charset_normalizer_version = None
+
+try:
+    from chardet import __version__ as chardet_version
+except ImportError:
+    chardet_version = None
+
+
+def check_compatibility(urllib3_version, chardet_version, charset_normalizer_version):
+    urllib3_version = urllib3_version.split(".")
+    assert urllib3_version != ["dev"]  # Verify urllib3 isn't installed from git.
+
+    # Sometimes, urllib3 only reports its version as 16.1.
+    if len(urllib3_version) == 2:
+        urllib3_version.append("0")
+
+    # Check urllib3 for compatibility.
+    major, minor, patch = urllib3_version  # noqa: F811
+    major, minor, patch = int(major), int(minor), int(patch)
+    # urllib3 >= 1.21.1, <= 1.26
+    assert major == 1
+    assert minor >= 21
+    assert minor <= 26
+
+    # Check charset_normalizer for compatibility.
+    if chardet_version:
+        major, minor, patch = chardet_version.split(".")[:3]
+        major, minor, patch = int(major), int(minor), int(patch)
+        # chardet_version >= 3.0.2, < 6.0.0
+        assert (3, 0, 2) <= (major, minor, patch) < (6, 0, 0)
+    elif charset_normalizer_version:
+        major, minor, patch = charset_normalizer_version.split(".")[:3]
+        major, minor, patch = int(major), int(minor), int(patch)
+        # charset_normalizer >= 2.0.0 < 3.0.0
+        assert (2, 0, 0) <= (major, minor, patch) < (3, 0, 0)
+    else:
+        raise Exception("You need either charset_normalizer or chardet installed")
+
+
+def _check_cryptography(cryptography_version):
+    # cryptography < 1.3.4
+    try:
+        cryptography_version = list(map(int, cryptography_version.split(".")))
+    except ValueError:
+        return
+
+    if cryptography_version < [1, 3, 4]:
+        warning = "Old version of cryptography ({}) may cause slowdown.".format(
+            cryptography_version
+        )
+        warnings.warn(warning, RequestsDependencyWarning)
+
+
+# Check imported dependencies for compatibility.
+try:
+    check_compatibility(
+        urllib3.__version__, chardet_version, charset_normalizer_version
+    )
+except (AssertionError, ValueError):
+    warnings.warn(
+        "urllib3 ({}) or chardet ({})/charset_normalizer ({}) doesn't match a supported "
+        "version!".format(
+            urllib3.__version__, chardet_version, charset_normalizer_version
+        ),
+        RequestsDependencyWarning,
+    )
+
+# Attempt to enable urllib3's fallback for SNI support
+# if the standard library doesn't support SNI or the
+# 'ssl' library isn't available.
+try:
+    try:
+        import ssl
+    except ImportError:
+        ssl = None
+
+    if not getattr(ssl, "HAS_SNI", False):
+        from urllib3.contrib import pyopenssl
+
+        pyopenssl.inject_into_urllib3()
+
+        # Check cryptography version
+        from cryptography import __version__ as cryptography_version
+
+        _check_cryptography(cryptography_version)
+except ImportError:
+    pass
+
+# urllib3's DependencyWarnings should be silenced.
+from urllib3.exceptions import DependencyWarning
+
+warnings.simplefilter("ignore", DependencyWarning)
+
+# Set default logging handler to avoid "No handler found" warnings.
+import logging
+from logging import NullHandler
+
+from . import packages, utils
+from .__version__ import (
+    __author__,
+    __author_email__,
+    __build__,
+    __cake__,
+    __copyright__,
+    __description__,
+    __license__,
+    __title__,
+    __url__,
+    __version__,
+)
+from .api import delete, get, head, options, patch, post, put, request
+from .exceptions import (
+    ConnectionError,
+    ConnectTimeout,
+    FileModeWarning,
+    HTTPError,
+    JSONDecodeError,
+    ReadTimeout,
+    RequestException,
+    Timeout,
+    TooManyRedirects,
+    URLRequired,
+)
+from .models import PreparedRequest, Request, Response
+from .sessions import Session, session
+from .status_codes import codes
+
+logging.getLogger(__name__).addHandler(NullHandler())
+
+# FileModeWarnings go off per the default.
+warnings.simplefilter("default", FileModeWarning, append=True)
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diff --git a/venv/lib/python3.8/site-packages/requests/__version__.py b/venv/lib/python3.8/site-packages/requests/__version__.py
new file mode 100644
index 0000000..e725ada
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/__version__.py
@@ -0,0 +1,14 @@
+# .-. .-. .-. . . .-. .-. .-. .-.
+# |(  |-  |.| | | |-  `-.  |  `-.
+# ' ' `-' `-`.`-' `-' `-'  '  `-'
+
+__title__ = "requests"
+__description__ = "Python HTTP for Humans."
+__url__ = "https://requests.readthedocs.io"
+__version__ = "2.28.1"
+__build__ = 0x022801
+__author__ = "Kenneth Reitz"
+__author_email__ = "me@kennethreitz.org"
+__license__ = "Apache 2.0"
+__copyright__ = "Copyright 2022 Kenneth Reitz"
+__cake__ = "\u2728 \U0001f370 \u2728"
diff --git a/venv/lib/python3.8/site-packages/requests/_internal_utils.py b/venv/lib/python3.8/site-packages/requests/_internal_utils.py
new file mode 120000
index 0000000..dd1f1cf
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/_internal_utils.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/69/23/e5/178b8386d7cac446b264927b2a4031b68ae67937e9c0a4814b0b66014c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/adapters.py b/venv/lib/python3.8/site-packages/requests/adapters.py
new file mode 120000
index 0000000..e9fdb9a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/adapters.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b0/49/c7/1a5e26273e101c14fc8c6e9b53968f8a752d7681f7048b802334fe5fbe
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/api.py b/venv/lib/python3.8/site-packages/requests/api.py
new file mode 120000
index 0000000..c72a36b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/api.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/77/2b/e4/0dde62b42f73da0d301e5fd87c3d727fa630a4658b3bbffff1edb59e4b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/auth.py b/venv/lib/python3.8/site-packages/requests/auth.py
new file mode 120000
index 0000000..9bc1f2a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/auth.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/87/e1/cb/955c7d8fcaca57985f480c9c3f60293928254f3efb474b73eea09b6c41
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/certs.py b/venv/lib/python3.8/site-packages/requests/certs.py
new file mode 120000
index 0000000..862a782
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/certs.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/67/d4/9b/e35d009efea35054f2b2cd23145854eb1b2df1cb442ea7f2f04bf6de0c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/compat.py b/venv/lib/python3.8/site-packages/requests/compat.py
new file mode 120000
index 0000000..e9a03c2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/compat.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cb/19/ed/54e4841c632b9fb14daffdf61046a6d5934074f45d484d77ff2687cd39
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/cookies.py b/venv/lib/python3.8/site-packages/requests/cookies.py
new file mode 120000
index 0000000..9afd0bc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/cookies.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/90/3d/e4/3447028fe9b16ed7f97c9b12693f3a786a046290f75f4092829ce5ec13
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/exceptions.py b/venv/lib/python3.8/site-packages/requests/exceptions.py
new file mode 120000
index 0000000..7617958
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/exceptions.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0e/1b/de/1417255634d1c6145db95a4ef866cc60c203da09a374b7cd12a36923f5
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/help.py b/venv/lib/python3.8/site-packages/requests/help.py
new file mode 120000
index 0000000..1e5611e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/help.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/80/f5/f9/77f1fb5ddf3c6830017a386a1a097d075545453b79066898bcbdcfcc84
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/hooks.py b/venv/lib/python3.8/site-packages/requests/hooks.py
new file mode 120000
index 0000000..72865ab
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/hooks.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0a/2b/b2/b221c0dfd57951f702057148c7cdc8ac3a6ec1f37d45c4d482fdbc7ed4
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/models.py b/venv/lib/python3.8/site-packages/requests/models.py
new file mode 100644
index 0000000..3cd49f5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/models.py
@@ -0,0 +1,1034 @@
+"""
+requests.models
+~~~~~~~~~~~~~~~
+
+This module contains the primary objects that power Requests.
+"""
+
+import datetime
+
+# Import encoding now, to avoid implicit import later.
+# Implicit import within threads may cause LookupError when standard library is in a ZIP,
+# such as in Embedded Python. See https://github.com/psf/requests/issues/3578.
+import encodings.idna  # noqa: F401
+from io import UnsupportedOperation
+
+from urllib3.exceptions import (
+    DecodeError,
+    LocationParseError,
+    ProtocolError,
+    ReadTimeoutError,
+    SSLError,
+)
+from urllib3.fields import RequestField
+from urllib3.filepost import encode_multipart_formdata
+from urllib3.util import parse_url
+
+from ._internal_utils import to_native_string, unicode_is_ascii
+from .auth import HTTPBasicAuth
+from .compat import (
+    Callable,
+    JSONDecodeError,
+    Mapping,
+    basestring,
+    builtin_str,
+    chardet,
+    cookielib,
+)
+from .compat import json as complexjson
+from .compat import urlencode, urlsplit, urlunparse
+from .cookies import _copy_cookie_jar, cookiejar_from_dict, get_cookie_header
+from .exceptions import (
+    ChunkedEncodingError,
+    ConnectionError,
+    ContentDecodingError,
+    HTTPError,
+    InvalidJSONError,
+    InvalidURL,
+)
+from .exceptions import JSONDecodeError as RequestsJSONDecodeError
+from .exceptions import MissingSchema
+from .exceptions import SSLError as RequestsSSLError
+from .exceptions import StreamConsumedError
+from .hooks import default_hooks
+from .status_codes import codes
+from .structures import CaseInsensitiveDict
+from .utils import (
+    check_header_validity,
+    get_auth_from_url,
+    guess_filename,
+    guess_json_utf,
+    iter_slices,
+    parse_header_links,
+    requote_uri,
+    stream_decode_response_unicode,
+    super_len,
+    to_key_val_list,
+)
+
+#: The set of HTTP status codes that indicate an automatically
+#: processable redirect.
+REDIRECT_STATI = (
+    codes.moved,  # 301
+    codes.found,  # 302
+    codes.other,  # 303
+    codes.temporary_redirect,  # 307
+    codes.permanent_redirect,  # 308
+)
+
+DEFAULT_REDIRECT_LIMIT = 30
+CONTENT_CHUNK_SIZE = 10 * 1024
+ITER_CHUNK_SIZE = 512
+
+
+class RequestEncodingMixin:
+    @property
+    def path_url(self):
+        """Build the path URL to use."""
+
+        url = []
+
+        p = urlsplit(self.url)
+
+        path = p.path
+        if not path:
+            path = "/"
+
+        url.append(path)
+
+        query = p.query
+        if query:
+            url.append("?")
+            url.append(query)
+
+        return "".join(url)
+
+    @staticmethod
+    def _encode_params(data):
+        """Encode parameters in a piece of data.
+
+        Will successfully encode parameters when passed as a dict or a list of
+        2-tuples. Order is retained if data is a list of 2-tuples but arbitrary
+        if parameters are supplied as a dict.
+        """
+
+        if isinstance(data, (str, bytes)):
+            return data
+        elif hasattr(data, "read"):
+            return data
+        elif hasattr(data, "__iter__"):
+            result = []
+            for k, vs in to_key_val_list(data):
+                if isinstance(vs, basestring) or not hasattr(vs, "__iter__"):
+                    vs = [vs]
+                for v in vs:
+                    if v is not None:
+                        result.append(
+                            (
+                                k.encode("utf-8") if isinstance(k, str) else k,
+                                v.encode("utf-8") if isinstance(v, str) else v,
+                            )
+                        )
+            return urlencode(result, doseq=True)
+        else:
+            return data
+
+    @staticmethod
+    def _encode_files(files, data):
+        """Build the body for a multipart/form-data request.
+
+        Will successfully encode files when passed as a dict or a list of
+        tuples. Order is retained if data is a list of tuples but arbitrary
+        if parameters are supplied as a dict.
+        The tuples may be 2-tuples (filename, fileobj), 3-tuples (filename, fileobj, contentype)
+        or 4-tuples (filename, fileobj, contentype, custom_headers).
+        """
+        if not files:
+            raise ValueError("Files must be provided.")
+        elif isinstance(data, basestring):
+            raise ValueError("Data must not be a string.")
+
+        new_fields = []
+        fields = to_key_val_list(data or {})
+        files = to_key_val_list(files or {})
+
+        for field, val in fields:
+            if isinstance(val, basestring) or not hasattr(val, "__iter__"):
+                val = [val]
+            for v in val:
+                if v is not None:
+                    # Don't call str() on bytestrings: in Py3 it all goes wrong.
+                    if not isinstance(v, bytes):
+                        v = str(v)
+
+                    new_fields.append(
+                        (
+                            field.decode("utf-8")
+                            if isinstance(field, bytes)
+                            else field,
+                            v.encode("utf-8") if isinstance(v, str) else v,
+                        )
+                    )
+
+        for (k, v) in files:
+            # support for explicit filename
+            ft = None
+            fh = None
+            if isinstance(v, (tuple, list)):
+                if len(v) == 2:
+                    fn, fp = v
+                elif len(v) == 3:
+                    fn, fp, ft = v
+                else:
+                    fn, fp, ft, fh = v
+            else:
+                fn = guess_filename(v) or k
+                fp = v
+
+            if isinstance(fp, (str, bytes, bytearray)):
+                fdata = fp
+            elif hasattr(fp, "read"):
+                fdata = fp.read()
+            elif fp is None:
+                continue
+            else:
+                fdata = fp
+
+            rf = RequestField(name=k, data=fdata, filename=fn, headers=fh)
+            rf.make_multipart(content_type=ft)
+            new_fields.append(rf)
+
+        body, content_type = encode_multipart_formdata(new_fields)
+
+        return body, content_type
+
+
+class RequestHooksMixin:
+    def register_hook(self, event, hook):
+        """Properly register a hook."""
+
+        if event not in self.hooks:
+            raise ValueError(f'Unsupported event specified, with event name "{event}"')
+
+        if isinstance(hook, Callable):
+            self.hooks[event].append(hook)
+        elif hasattr(hook, "__iter__"):
+            self.hooks[event].extend(h for h in hook if isinstance(h, Callable))
+
+    def deregister_hook(self, event, hook):
+        """Deregister a previously registered hook.
+        Returns True if the hook existed, False if not.
+        """
+
+        try:
+            self.hooks[event].remove(hook)
+            return True
+        except ValueError:
+            return False
+
+
+class Request(RequestHooksMixin):
+    """A user-created :class:`Request <Request>` object.
+
+    Used to prepare a :class:`PreparedRequest <PreparedRequest>`, which is sent to the server.
+
+    :param method: HTTP method to use.
+    :param url: URL to send.
+    :param headers: dictionary of headers to send.
+    :param files: dictionary of {filename: fileobject} files to multipart upload.
+    :param data: the body to attach to the request. If a dictionary or
+        list of tuples ``[(key, value)]`` is provided, form-encoding will
+        take place.
+    :param json: json for the body to attach to the request (if files or data is not specified).
+    :param params: URL parameters to append to the URL. If a dictionary or
+        list of tuples ``[(key, value)]`` is provided, form-encoding will
+        take place.
+    :param auth: Auth handler or (user, pass) tuple.
+    :param cookies: dictionary or CookieJar of cookies to attach to this request.
+    :param hooks: dictionary of callback hooks, for internal usage.
+
+    Usage::
+
+      >>> import requests
+      >>> req = requests.Request('GET', 'https://httpbin.org/get')
+      >>> req.prepare()
+      <PreparedRequest [GET]>
+    """
+
+    def __init__(
+        self,
+        method=None,
+        url=None,
+        headers=None,
+        files=None,
+        data=None,
+        params=None,
+        auth=None,
+        cookies=None,
+        hooks=None,
+        json=None,
+    ):
+
+        # Default empty dicts for dict params.
+        data = [] if data is None else data
+        files = [] if files is None else files
+        headers = {} if headers is None else headers
+        params = {} if params is None else params
+        hooks = {} if hooks is None else hooks
+
+        self.hooks = default_hooks()
+        for (k, v) in list(hooks.items()):
+            self.register_hook(event=k, hook=v)
+
+        self.method = method
+        self.url = url
+        self.headers = headers
+        self.files = files
+        self.data = data
+        self.json = json
+        self.params = params
+        self.auth = auth
+        self.cookies = cookies
+
+    def __repr__(self):
+        return f"<Request [{self.method}]>"
+
+    def prepare(self):
+        """Constructs a :class:`PreparedRequest <PreparedRequest>` for transmission and returns it."""
+        p = PreparedRequest()
+        p.prepare(
+            method=self.method,
+            url=self.url,
+            headers=self.headers,
+            files=self.files,
+            data=self.data,
+            json=self.json,
+            params=self.params,
+            auth=self.auth,
+            cookies=self.cookies,
+            hooks=self.hooks,
+        )
+        return p
+
+
+class PreparedRequest(RequestEncodingMixin, RequestHooksMixin):
+    """The fully mutable :class:`PreparedRequest <PreparedRequest>` object,
+    containing the exact bytes that will be sent to the server.
+
+    Instances are generated from a :class:`Request <Request>` object, and
+    should not be instantiated manually; doing so may produce undesirable
+    effects.
+
+    Usage::
+
+      >>> import requests
+      >>> req = requests.Request('GET', 'https://httpbin.org/get')
+      >>> r = req.prepare()
+      >>> r
+      <PreparedRequest [GET]>
+
+      >>> s = requests.Session()
+      >>> s.send(r)
+      <Response [200]>
+    """
+
+    def __init__(self):
+        #: HTTP verb to send to the server.
+        self.method = None
+        #: HTTP URL to send the request to.
+        self.url = None
+        #: dictionary of HTTP headers.
+        self.headers = None
+        # The `CookieJar` used to create the Cookie header will be stored here
+        # after prepare_cookies is called
+        self._cookies = None
+        #: request body to send to the server.
+        self.body = None
+        #: dictionary of callback hooks, for internal usage.
+        self.hooks = default_hooks()
+        #: integer denoting starting position of a readable file-like body.
+        self._body_position = None
+
+    def prepare(
+        self,
+        method=None,
+        url=None,
+        headers=None,
+        files=None,
+        data=None,
+        params=None,
+        auth=None,
+        cookies=None,
+        hooks=None,
+        json=None,
+    ):
+        """Prepares the entire request with the given parameters."""
+
+        self.prepare_method(method)
+        self.prepare_url(url, params)
+        self.prepare_headers(headers)
+        self.prepare_cookies(cookies)
+        self.prepare_body(data, files, json)
+        self.prepare_auth(auth, url)
+
+        # Note that prepare_auth must be last to enable authentication schemes
+        # such as OAuth to work on a fully prepared request.
+
+        # This MUST go after prepare_auth. Authenticators could add a hook
+        self.prepare_hooks(hooks)
+
+    def __repr__(self):
+        return f"<PreparedRequest [{self.method}]>"
+
+    def copy(self):
+        p = PreparedRequest()
+        p.method = self.method
+        p.url = self.url
+        p.headers = self.headers.copy() if self.headers is not None else None
+        p._cookies = _copy_cookie_jar(self._cookies)
+        p.body = self.body
+        p.hooks = self.hooks
+        p._body_position = self._body_position
+        return p
+
+    def prepare_method(self, method):
+        """Prepares the given HTTP method."""
+        self.method = method
+        if self.method is not None:
+            self.method = to_native_string(self.method.upper())
+
+    @staticmethod
+    def _get_idna_encoded_host(host):
+        import idna
+
+        try:
+            host = idna.encode(host, uts46=True).decode("utf-8")
+        except idna.IDNAError:
+            raise UnicodeError
+        return host
+
+    def prepare_url(self, url, params):
+        """Prepares the given HTTP URL."""
+        #: Accept objects that have string representations.
+        #: We're unable to blindly call unicode/str functions
+        #: as this will include the bytestring indicator (b'')
+        #: on python 3.x.
+        #: https://github.com/psf/requests/pull/2238
+        if isinstance(url, bytes):
+            url = url.decode("utf8")
+        else:
+            url = str(url)
+
+        # Remove leading whitespaces from url
+        url = url.lstrip()
+
+        # Don't do any URL preparation for non-HTTP schemes like `mailto`,
+        # `data` etc to work around exceptions from `url_parse`, which
+        # handles RFC 3986 only.
+        if ":" in url and not url.lower().startswith("http"):
+            self.url = url
+            return
+
+        # Support for unicode domain names and paths.
+        try:
+            scheme, auth, host, port, path, query, fragment = parse_url(url)
+        except LocationParseError as e:
+            raise InvalidURL(*e.args)
+
+        if not scheme:
+            raise MissingSchema(
+                f"Invalid URL {url!r}: No scheme supplied. "
+                f"Perhaps you meant http://{url}?"
+            )
+
+        if not host:
+            raise InvalidURL(f"Invalid URL {url!r}: No host supplied")
+
+        # In general, we want to try IDNA encoding the hostname if the string contains
+        # non-ASCII characters. This allows users to automatically get the correct IDNA
+        # behaviour. For strings containing only ASCII characters, we need to also verify
+        # it doesn't start with a wildcard (*), before allowing the unencoded hostname.
+        if not unicode_is_ascii(host):
+            try:
+                host = self._get_idna_encoded_host(host)
+            except UnicodeError:
+                raise InvalidURL("URL has an invalid label.")
+        elif host.startswith(("*", ".")):
+            raise InvalidURL("URL has an invalid label.")
+
+        # Carefully reconstruct the network location
+        netloc = auth or ""
+        if netloc:
+            netloc += "@"
+        netloc += host
+        if port:
+            netloc += f":{port}"
+
+        # Bare domains aren't valid URLs.
+        if not path:
+            path = "/"
+
+        if isinstance(params, (str, bytes)):
+            params = to_native_string(params)
+
+        enc_params = self._encode_params(params)
+        if enc_params:
+            if query:
+                query = f"{query}&{enc_params}"
+            else:
+                query = enc_params
+
+        url = requote_uri(urlunparse([scheme, netloc, path, None, query, fragment]))
+        self.url = url
+
+    def prepare_headers(self, headers):
+        """Prepares the given HTTP headers."""
+
+        self.headers = CaseInsensitiveDict()
+        if headers:
+            for header in headers.items():
+                # Raise exception on invalid header value.
+                check_header_validity(header)
+                name, value = header
+                self.headers[to_native_string(name)] = value
+
+    def prepare_body(self, data, files, json=None):
+        """Prepares the given HTTP body data."""
+
+        # Check if file, fo, generator, iterator.
+        # If not, run through normal process.
+
+        # Nottin' on you.
+        body = None
+        content_type = None
+
+        if not data and json is not None:
+            # urllib3 requires a bytes-like body. Python 2's json.dumps
+            # provides this natively, but Python 3 gives a Unicode string.
+            content_type = "application/json"
+
+            try:
+                body = complexjson.dumps(json, allow_nan=False)
+            except ValueError as ve:
+                raise InvalidJSONError(ve, request=self)
+
+            if not isinstance(body, bytes):
+                body = body.encode("utf-8")
+
+        is_stream = all(
+            [
+                hasattr(data, "__iter__"),
+                not isinstance(data, (basestring, list, tuple, Mapping)),
+            ]
+        )
+
+        if is_stream:
+            try:
+                length = super_len(data)
+            except (TypeError, AttributeError, UnsupportedOperation):
+                length = None
+
+            body = data
+
+            if getattr(body, "tell", None) is not None:
+                # Record the current file position before reading.
+                # This will allow us to rewind a file in the event
+                # of a redirect.
+                try:
+                    self._body_position = body.tell()
+                except OSError:
+                    # This differentiates from None, allowing us to catch
+                    # a failed `tell()` later when trying to rewind the body
+                    self._body_position = object()
+
+            if files:
+                raise NotImplementedError(
+                    "Streamed bodies and files are mutually exclusive."
+                )
+
+            if length:
+                self.headers["Content-Length"] = builtin_str(length)
+            else:
+                self.headers["Transfer-Encoding"] = "chunked"
+        else:
+            # Multi-part file uploads.
+            if files:
+                (body, content_type) = self._encode_files(files, data)
+            else:
+                if data:
+                    body = self._encode_params(data)
+                    if isinstance(data, basestring) or hasattr(data, "read"):
+                        content_type = None
+                    else:
+                        content_type = "application/x-www-form-urlencoded"
+
+            self.prepare_content_length(body)
+
+            # Add content-type if it wasn't explicitly provided.
+            if content_type and ("content-type" not in self.headers):
+                self.headers["Content-Type"] = content_type
+
+        self.body = body
+
+    def prepare_content_length(self, body):
+        """Prepare Content-Length header based on request method and body"""
+        if body is not None:
+            length = super_len(body)
+            if length:
+                # If length exists, set it. Otherwise, we fallback
+                # to Transfer-Encoding: chunked.
+                self.headers["Content-Length"] = builtin_str(length)
+        elif (
+            self.method not in ("GET", "HEAD")
+            and self.headers.get("Content-Length") is None
+        ):
+            # Set Content-Length to 0 for methods that can have a body
+            # but don't provide one. (i.e. not GET or HEAD)
+            self.headers["Content-Length"] = "0"
+
+    def prepare_auth(self, auth, url=""):
+        """Prepares the given HTTP auth data."""
+
+        # If no Auth is explicitly provided, extract it from the URL first.
+        if auth is None:
+            url_auth = get_auth_from_url(self.url)
+            auth = url_auth if any(url_auth) else None
+
+        if auth:
+            if isinstance(auth, tuple) and len(auth) == 2:
+                # special-case basic HTTP auth
+                auth = HTTPBasicAuth(*auth)
+
+            # Allow auth to make its changes.
+            r = auth(self)
+
+            # Update self to reflect the auth changes.
+            self.__dict__.update(r.__dict__)
+
+            # Recompute Content-Length
+            self.prepare_content_length(self.body)
+
+    def prepare_cookies(self, cookies):
+        """Prepares the given HTTP cookie data.
+
+        This function eventually generates a ``Cookie`` header from the
+        given cookies using cookielib. Due to cookielib's design, the header
+        will not be regenerated if it already exists, meaning this function
+        can only be called once for the life of the
+        :class:`PreparedRequest <PreparedRequest>` object. Any subsequent calls
+        to ``prepare_cookies`` will have no actual effect, unless the "Cookie"
+        header is removed beforehand.
+        """
+        if isinstance(cookies, cookielib.CookieJar):
+            self._cookies = cookies
+        else:
+            self._cookies = cookiejar_from_dict(cookies)
+
+        cookie_header = get_cookie_header(self._cookies, self)
+        if cookie_header is not None:
+            self.headers["Cookie"] = cookie_header
+
+    def prepare_hooks(self, hooks):
+        """Prepares the given hooks."""
+        # hooks can be passed as None to the prepare method and to this
+        # method. To prevent iterating over None, simply use an empty list
+        # if hooks is False-y
+        hooks = hooks or []
+        for event in hooks:
+            self.register_hook(event, hooks[event])
+
+
+class Response:
+    """The :class:`Response <Response>` object, which contains a
+    server's response to an HTTP request.
+    """
+
+    __attrs__ = [
+        "_content",
+        "status_code",
+        "headers",
+        "url",
+        "history",
+        "encoding",
+        "reason",
+        "cookies",
+        "elapsed",
+        "request",
+    ]
+
+    def __init__(self):
+        self._content = False
+        self._content_consumed = False
+        self._next = None
+
+        #: Integer Code of responded HTTP Status, e.g. 404 or 200.
+        self.status_code = None
+
+        #: Case-insensitive Dictionary of Response Headers.
+        #: For example, ``headers['content-encoding']`` will return the
+        #: value of a ``'Content-Encoding'`` response header.
+        self.headers = CaseInsensitiveDict()
+
+        #: File-like object representation of response (for advanced usage).
+        #: Use of ``raw`` requires that ``stream=True`` be set on the request.
+        #: This requirement does not apply for use internally to Requests.
+        self.raw = None
+
+        #: Final URL location of Response.
+        self.url = None
+
+        #: Encoding to decode with when accessing r.text.
+        self.encoding = None
+
+        #: A list of :class:`Response <Response>` objects from
+        #: the history of the Request. Any redirect responses will end
+        #: up here. The list is sorted from the oldest to the most recent request.
+        self.history = []
+
+        #: Textual reason of responded HTTP Status, e.g. "Not Found" or "OK".
+        self.reason = None
+
+        #: A CookieJar of Cookies the server sent back.
+        self.cookies = cookiejar_from_dict({})
+
+        #: The amount of time elapsed between sending the request
+        #: and the arrival of the response (as a timedelta).
+        #: This property specifically measures the time taken between sending
+        #: the first byte of the request and finishing parsing the headers. It
+        #: is therefore unaffected by consuming the response content or the
+        #: value of the ``stream`` keyword argument.
+        self.elapsed = datetime.timedelta(0)
+
+        #: The :class:`PreparedRequest <PreparedRequest>` object to which this
+        #: is a response.
+        self.request = None
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, *args):
+        self.close()
+
+    def __getstate__(self):
+        # Consume everything; accessing the content attribute makes
+        # sure the content has been fully read.
+        if not self._content_consumed:
+            self.content
+
+        return {attr: getattr(self, attr, None) for attr in self.__attrs__}
+
+    def __setstate__(self, state):
+        for name, value in state.items():
+            setattr(self, name, value)
+
+        # pickled objects do not have .raw
+        setattr(self, "_content_consumed", True)
+        setattr(self, "raw", None)
+
+    def __repr__(self):
+        return f"<Response [{self.status_code}]>"
+
+    def __bool__(self):
+        """Returns True if :attr:`status_code` is less than 400.
+
+        This attribute checks if the status code of the response is between
+        400 and 600 to see if there was a client error or a server error. If
+        the status code, is between 200 and 400, this will return True. This
+        is **not** a check to see if the response code is ``200 OK``.
+        """
+        return self.ok
+
+    def __nonzero__(self):
+        """Returns True if :attr:`status_code` is less than 400.
+
+        This attribute checks if the status code of the response is between
+        400 and 600 to see if there was a client error or a server error. If
+        the status code, is between 200 and 400, this will return True. This
+        is **not** a check to see if the response code is ``200 OK``.
+        """
+        return self.ok
+
+    def __iter__(self):
+        """Allows you to use a response as an iterator."""
+        return self.iter_content(128)
+
+    @property
+    def ok(self):
+        """Returns True if :attr:`status_code` is less than 400, False if not.
+
+        This attribute checks if the status code of the response is between
+        400 and 600 to see if there was a client error or a server error. If
+        the status code is between 200 and 400, this will return True. This
+        is **not** a check to see if the response code is ``200 OK``.
+        """
+        try:
+            self.raise_for_status()
+        except HTTPError:
+            return False
+        return True
+
+    @property
+    def is_redirect(self):
+        """True if this Response is a well-formed HTTP redirect that could have
+        been processed automatically (by :meth:`Session.resolve_redirects`).
+        """
+        return "location" in self.headers and self.status_code in REDIRECT_STATI
+
+    @property
+    def is_permanent_redirect(self):
+        """True if this Response one of the permanent versions of redirect."""
+        return "location" in self.headers and self.status_code in (
+            codes.moved_permanently,
+            codes.permanent_redirect,
+        )
+
+    @property
+    def next(self):
+        """Returns a PreparedRequest for the next request in a redirect chain, if there is one."""
+        return self._next
+
+    @property
+    def apparent_encoding(self):
+        """The apparent encoding, provided by the charset_normalizer or chardet libraries."""
+        return chardet.detect(self.content)["encoding"]
+
+    def iter_content(self, chunk_size=1, decode_unicode=False):
+        """Iterates over the response data.  When stream=True is set on the
+        request, this avoids reading the content at once into memory for
+        large responses.  The chunk size is the number of bytes it should
+        read into memory.  This is not necessarily the length of each item
+        returned as decoding can take place.
+
+        chunk_size must be of type int or None. A value of None will
+        function differently depending on the value of `stream`.
+        stream=True will read data as it arrives in whatever size the
+        chunks are received. If stream=False, data is returned as
+        a single chunk.
+
+        If decode_unicode is True, content will be decoded using the best
+        available encoding based on the response.
+        """
+
+        def generate():
+            # Special case for urllib3.
+            if hasattr(self.raw, "stream"):
+                try:
+                    yield from self.raw.stream(chunk_size, decode_content=True)
+                except ProtocolError as e:
+                    raise ChunkedEncodingError(e)
+                except DecodeError as e:
+                    raise ContentDecodingError(e)
+                except ReadTimeoutError as e:
+                    raise ConnectionError(e)
+                except SSLError as e:
+                    raise RequestsSSLError(e)
+            else:
+                # Standard file-like object.
+                while True:
+                    chunk = self.raw.read(chunk_size)
+                    if not chunk:
+                        break
+                    yield chunk
+
+            self._content_consumed = True
+
+        if self._content_consumed and isinstance(self._content, bool):
+            raise StreamConsumedError()
+        elif chunk_size is not None and not isinstance(chunk_size, int):
+            raise TypeError(
+                f"chunk_size must be an int, it is instead a {type(chunk_size)}."
+            )
+        # simulate reading small chunks of the content
+        reused_chunks = iter_slices(self._content, chunk_size)
+
+        stream_chunks = generate()
+
+        chunks = reused_chunks if self._content_consumed else stream_chunks
+
+        if decode_unicode:
+            chunks = stream_decode_response_unicode(chunks, self)
+
+        return chunks
+
+    def iter_lines(
+        self, chunk_size=ITER_CHUNK_SIZE, decode_unicode=False, delimiter=None
+    ):
+        """Iterates over the response data, one line at a time.  When
+        stream=True is set on the request, this avoids reading the
+        content at once into memory for large responses.
+
+        .. note:: This method is not reentrant safe.
+        """
+
+        pending = None
+
+        for chunk in self.iter_content(
+            chunk_size=chunk_size, decode_unicode=decode_unicode
+        ):
+
+            if pending is not None:
+                chunk = pending + chunk
+
+            if delimiter:
+                lines = chunk.split(delimiter)
+            else:
+                lines = chunk.splitlines()
+
+            if lines and lines[-1] and chunk and lines[-1][-1] == chunk[-1]:
+                pending = lines.pop()
+            else:
+                pending = None
+
+            yield from lines
+
+        if pending is not None:
+            yield pending
+
+    @property
+    def content(self):
+        """Content of the response, in bytes."""
+
+        if self._content is False:
+            # Read the contents.
+            if self._content_consumed:
+                raise RuntimeError("The content for this response was already consumed")
+
+            if self.status_code == 0 or self.raw is None:
+                self._content = None
+            else:
+                self._content = b"".join(self.iter_content(CONTENT_CHUNK_SIZE)) or b""
+
+        self._content_consumed = True
+        # don't need to release the connection; that's been handled by urllib3
+        # since we exhausted the data.
+        return self._content
+
+    @property
+    def text(self):
+        """Content of the response, in unicode.
+
+        If Response.encoding is None, encoding will be guessed using
+        ``charset_normalizer`` or ``chardet``.
+
+        The encoding of the response content is determined based solely on HTTP
+        headers, following RFC 2616 to the letter. If you can take advantage of
+        non-HTTP knowledge to make a better guess at the encoding, you should
+        set ``r.encoding`` appropriately before accessing this property.
+        """
+
+        # Try charset from content-type
+        content = None
+        encoding = self.encoding
+
+        if not self.content:
+            return ""
+
+        # Fallback to auto-detected encoding.
+        if self.encoding is None:
+            encoding = self.apparent_encoding
+
+        # Decode unicode from given encoding.
+        try:
+            content = str(self.content, encoding, errors="replace")
+        except (LookupError, TypeError):
+            # A LookupError is raised if the encoding was not found which could
+            # indicate a misspelling or similar mistake.
+            #
+            # A TypeError can be raised if encoding is None
+            #
+            # So we try blindly encoding.
+            content = str(self.content, errors="replace")
+
+        return content
+
+    def json(self, **kwargs):
+        r"""Returns the json-encoded content of a response, if any.
+
+        :param \*\*kwargs: Optional arguments that ``json.loads`` takes.
+        :raises requests.exceptions.JSONDecodeError: If the response body does not
+            contain valid json.
+        """
+
+        if not self.encoding and self.content and len(self.content) > 3:
+            # No encoding set. JSON RFC 4627 section 3 states we should expect
+            # UTF-8, -16 or -32. Detect which one to use; If the detection or
+            # decoding fails, fall back to `self.text` (using charset_normalizer to make
+            # a best guess).
+            encoding = guess_json_utf(self.content)
+            if encoding is not None:
+                try:
+                    return complexjson.loads(self.content.decode(encoding), **kwargs)
+                except UnicodeDecodeError:
+                    # Wrong UTF codec detected; usually because it's not UTF-8
+                    # but some other 8-bit codec.  This is an RFC violation,
+                    # and the server didn't bother to tell us what codec *was*
+                    # used.
+                    pass
+                except JSONDecodeError as e:
+                    raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
+
+        try:
+            return complexjson.loads(self.text, **kwargs)
+        except JSONDecodeError as e:
+            # Catch JSON-related errors and raise as requests.JSONDecodeError
+            # This aliases json.JSONDecodeError and simplejson.JSONDecodeError
+            raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
+
+    @property
+    def links(self):
+        """Returns the parsed header links of the response, if any."""
+
+        header = self.headers.get("link")
+
+        resolved_links = {}
+
+        if header:
+            links = parse_header_links(header)
+
+            for link in links:
+                key = link.get("rel") or link.get("url")
+                resolved_links[key] = link
+
+        return resolved_links
+
+    def raise_for_status(self):
+        """Raises :class:`HTTPError`, if one occurred."""
+
+        http_error_msg = ""
+        if isinstance(self.reason, bytes):
+            # We attempt to decode utf-8 first because some servers
+            # choose to localize their reason strings. If the string
+            # isn't utf-8, we fall back to iso-8859-1 for all other
+            # encodings. (See PR #3538)
+            try:
+                reason = self.reason.decode("utf-8")
+            except UnicodeDecodeError:
+                reason = self.reason.decode("iso-8859-1")
+        else:
+            reason = self.reason
+
+        if 400 <= self.status_code < 500:
+            http_error_msg = (
+                f"{self.status_code} Client Error: {reason} for url: {self.url}"
+            )
+
+        elif 500 <= self.status_code < 600:
+            http_error_msg = (
+                f"{self.status_code} Server Error: {reason} for url: {self.url}"
+            )
+
+        if http_error_msg:
+            raise HTTPError(http_error_msg, response=self)
+
+    def close(self):
+        """Releases the connection back to the pool. Once this method has been
+        called the underlying ``raw`` object must not be accessed again.
+
+        *Note: Should not normally need to be called explicitly.*
+        """
+        if not self._content_consumed:
+            self.raw.close()
+
+        release_conn = getattr(self.raw, "release_conn", None)
+        if release_conn is not None:
+            release_conn()
diff --git a/venv/lib/python3.8/site-packages/requests/packages.py b/venv/lib/python3.8/site-packages/requests/packages.py
new file mode 120000
index 0000000..6636a04
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/packages.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0d/78/2f/f852487336484e6bf4bc40408568f85bee4218220dfe4b2f811d7b0efb
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/sessions.py b/venv/lib/python3.8/site-packages/requests/sessions.py
new file mode 120000
index 0000000..2cd700a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/sessions.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/29/4a/89/71144ba2f35e7d4b3b49c39749454271f49ac93156b5b889ee03929532
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/status_codes.py b/venv/lib/python3.8/site-packages/requests/status_codes.py
new file mode 120000
index 0000000..fb3e8ff
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/status_codes.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/16/f1/e6/4f9b87fbfba29ad473e611fd5426eded557e35e8b627dba96de8fa8fc8
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/structures.py b/venv/lib/python3.8/site-packages/requests/structures.py
new file mode 120000
index 0000000..33b4a1c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/structures.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f8/86/e6/855cf4e92fb968f499b94b6167afba0fd5ce8d1b935c739a6d8d38d573
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests/utils.py b/venv/lib/python3.8/site-packages/requests/utils.py
new file mode 120000
index 0000000..59aaa78
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests/utils.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e7/fc/2c/f9bb0a23d10797b8f6ef28bee871733c12ae96d3e077b1df3eb513a162
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/AUTHORS.rst b/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/AUTHORS.rst
new file mode 120000
index 0000000..67606dd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/AUTHORS.rst
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/50/84/15/4668bcc303e3857a0886c46b7a92d7d390bb374e22e9e339d831dffde6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/LICENSE b/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/LICENSE
new file mode 120000
index 0000000..c95336e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/3a/1a/3c/ffa7abc000cbd726a664f56c33c532a55480f9e056dfe941cf93b7c37f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/METADATA b/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/METADATA
new file mode 120000
index 0000000..89bf66a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/METADATA
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/22/3f/af/6d63dc306042cbaf8eaf9e2199a0a1e84f8c8643992f1de82b21564327
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/RECORD b/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/RECORD
new file mode 100644
index 0000000..6b4f635
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/requests_toolbelt-0.9.1.dist-info/RECORD
@@ -0,0 +1,75 @@
+requests_toolbelt-0.9.1.dist-info/AUTHORS.rst,sha256=UIQVRmi8wwPjhXoIhsRrepLX05C7N04i6eM52DHf_eY,902
+requests_toolbelt-0.9.1.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+requests_toolbelt-0.9.1.dist-info/LICENSE,sha256=Oho8_6erwADL1yamZPVsM8UypVSA-eBW3-lBz5O3w38,595
+requests_toolbelt-0.9.1.dist-info/METADATA,sha256=Ij-vbWPcMGBCy6-Or54hmaCh6E-MhkOZLx3oKyFWQyc,13807
+requests_toolbelt-0.9.1.dist-info/RECORD,,
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+pip
diff --git a/venv/lib/python3.8/site-packages/rope-1.3.0.dist-info/METADATA b/venv/lib/python3.8/site-packages/rope-1.3.0.dist-info/METADATA
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+Metadata-Version: 2.1
+Name: rope
+Version: 1.3.0
+Summary: a python refactoring library...
+Author-email: Ali Gholami Rudi <aligrudi@users.sourceforge.net>
+Maintainer-email: Lie Ryan <lieryan.24@proton.me>
+License: LGPL-3.0-or-later
+Project-URL: Source, https://github.com/python-rope/rope
+Classifier: Development Status :: 4 - Beta
+Classifier: Operating System :: OS Independent
+Classifier: Environment :: X11 Applications
+Classifier: Environment :: Win32 (MS Windows)
+Classifier: Environment :: MacOS X
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: GNU Lesser General Public License v3 or later (LGPLv3+)
+Classifier: Natural Language :: English
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Topic :: Software Development
+Requires-Python: >=3.7
+Description-Content-Type: text/x-rst
+Requires-Dist: pytoolconfig (>=1.1.2)
+Provides-Extra: dev
+Requires-Dist: pytest (>=7.0.1) ; extra == 'dev'
+Requires-Dist: pytest-timeout (>=2.1.0) ; extra == 'dev'
+Requires-Dist: build (>=0.7.0) ; extra == 'dev'
+Provides-Extra: doc
+Requires-Dist: pytoolconfig[doc] ; extra == 'doc'
+Requires-Dist: sphinx (>=4.5.0) ; extra == 'doc'
+Requires-Dist: sphinx-autodoc-typehints (>=1.18.1) ; extra == 'doc'
+Requires-Dist: sphinx-rtd-theme (>=1.0.0) ; extra == 'doc'
+
+
+.. _GitHub python-rope / rope: https://github.com/python-rope/rope
+
+
+=========================================================================
+ rope -- the world's most advanced open source Python refactoring library
+=========================================================================
+
+|Build status badge| |Latest version badge| |Download count badge| |ReadTheDocs status badge|
+
+.. |Build status badge| image:: https://github.com/python-rope/rope/actions/workflows/main.yml/badge.svg
+   :target: https://github.com/python-rope/rope/actions/workflows/main.yml
+   :alt: Build Status
+
+.. |Latest version badge| image:: https://badge.fury.io/py/rope.svg
+   :target: https://badge.fury.io/py/rope
+   :alt: Latest version
+   
+.. |Download count badge| image:: https://img.shields.io/pypi/dm/rope.svg
+   :alt: Download count
+
+.. |ReadTheDocs status badge| image:: https://readthedocs.org/projects/rope/badge/?version=latest
+   :target: https://rope.readthedocs.io/en/latest/?badge=latest
+   :alt: Documentation Status
+
+Overview
+========
+
+`Rope`_ is the world's most advanced open source Python refactoring library
+(yes, I totally stole that tagline from Postgres).
+
+.. _`rope`: https://github.com/python-rope/rope
+
+
+Most Python syntax from Python 2.7 up to Python 3.10 is supported. Please file bugs and contribute
+patches if you encounter gaps.
+
+From version 1.0.0 onwards, rope will no longer support running on Python 2.
+If you need Python 2 support, then check out the `python2` branch or the 0.x.x
+releases.
+
+Getting Started
+===============
+
+* `Documentatation <https://rope.readthedocs.io/en/latest/overview.html>`_
+* `How to use Rope in my IDE or Text editor? <https://github.com/python-rope/rope/wiki/How-to-use-Rope-in-my-IDE-or-Text-editor%3F>`_
+* `Configuration <https://rope.readthedocs.io/en/latest/configuration.html>`_
+* `List of features <https://rope.readthedocs.io/en/latest/rope.html>`_
+* `Overview of some of rope's features <https://rope.readthedocs.io/en/latest/overview.html>`_
+* `Using as a library <https://rope.readthedocs.io/en/latest/library.html>`_
+* `Contributing <https://rope.readthedocs.io/en/latest/contributing.html>`_
+
+Why use Rope?
+=============
+
+- Rope aims to provide powerful and safe refactoring
+- Rope is light on dependency, Rope only depends on Python itself
+- Unlike PyRight or PyLance, Rope does not depend on Node.js
+- Unlike PyLance or PyCharm, Rope is open source.
+- Unlike PyRight and PyLance, Rope is written in Python itself, so if you experience problems, you would be able to debug and hack it yourself in a language that you are already familiar with
+- In comparison to Jedi, Rope is focused on refactoring. While Jedi provides some basic refactoring capabilities, Rope supports many more advanced refactoring operations and options that Jedi does not.
+
+Bug Reports
+===========
+
+Send your bug reports and feature requests at `python-rope's issue tracker`_ in Github.
+
+.. _`python-rope's issue tracker`: https://github.com/python-rope/rope/issues
+
+
+Maintainers
+===========
+
+Current active maintainer of Rope is Lie Ryan (`@lieryan`_).
+
+Special Thanks
+==============
+
+Many thanks the following people:
+
+- Ali Gholami Rudi (`@aligrudi`_) for initially creating the initial Rope project and most of Rope's code
+- Matej Cepl (`@mcepl`_) as former long-time Rope maintainer
+- Nick Smith <nicks@fastmail.fm> (`@soupytwist`_) as former Rope maintainer
+- `all of our current and former contributors`_
+- authors of editor integrations
+
+.. _`@aligrudi`: https://github.com/aligrudi
+.. _`@soupytwist`: https://github.com/soupytwist
+.. _`@lieryan`: https://github.com/lieryan
+.. _`@mcepl`: https://github.com/mcepl
+.. _`all of our current and former contributors`: https://github.com/python-rope/rope/blob/master/CONTRIBUTORS.md
+
+License
+=======
+
+This program is under the terms of LGPL v3+ (GNU Lesser General Public License).
+Have a look at `COPYING`_ for more information.
+
+.. _`COPYING`: COPYING
+
+   
+   
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diff --git a/venv/lib/python3.8/site-packages/rope-1.3.0.dist-info/REQUESTED b/venv/lib/python3.8/site-packages/rope-1.3.0.dist-info/REQUESTED
new file mode 100644
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diff --git a/venv/lib/python3.8/site-packages/rope-1.3.0.dist-info/WHEEL b/venv/lib/python3.8/site-packages/rope-1.3.0.dist-info/WHEEL
new file mode 120000
index 0000000..7e89bc1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope-1.3.0.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1b/5e/87/e00dc87a84269cead8578b9e6462928e18a95f1f3373c9eef451a5bcc0
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diff --git a/venv/lib/python3.8/site-packages/rope-1.3.0.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/rope-1.3.0.dist-info/direct_url.json
new file mode 100644
index 0000000..89755ef
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope-1.3.0.dist-info/direct_url.json
@@ -0,0 +1 @@
+{"archive_info": {"hash": "sha256=f0c82bd7167c2926339c6f0d9ecf7c93d6866cbe380c78639fa1bc4ac037c097"}, "url": "https://files.pythonhosted.org/packages/08/81/205ef66c8a129a7b87cbdadf59f2dbc2bbad24c6073d9e393fb0e2aa7d78/rope-1.3.0-py3-none-any.whl"}
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope-1.3.0.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/rope-1.3.0.dist-info/top_level.txt
new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope-1.3.0.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f4/9d/bd/4c4c75a26c4ad156a14b1337780d6c67a8b0a092f163f097978785d4ad
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diff --git a/venv/lib/python3.8/site-packages/rope/__init__.py b/venv/lib/python3.8/site-packages/rope/__init__.py
new file mode 100644
index 0000000..489396c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/__init__.py
@@ -0,0 +1,28 @@
+"""rope, a python refactoring library"""
+
+from pkg_resources import get_distribution
+
+
+INFO = __doc__
+VERSION = get_distribution("rope").version
+COPYRIGHT = """\
+Copyright (C) 2021-2022 Lie Ryan
+Copyright (C) 2019-2021 Matej Cepl
+Copyright (C) 2015-2018 Nicholas Smith
+Copyright (C) 2014-2015 Matej Cepl
+Copyright (C) 2006-2012 Ali Gholami Rudi
+Copyright (C) 2009-2012 Anton Gritsay
+
+This program is free software: you can redistribute it and/or
+modify it under the terms of the GNU Lesser General Public
+License as published by the Free Software Foundation, either
+version 3 of the License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU Lesser General Public License for more details.
+
+You should have received a copy of the GNU Lesser General Public
+License along with this program.  If not, see
+<https://www.gnu.org/licenses/>."""
diff --git a/venv/lib/python3.8/site-packages/rope/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/rope/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/rope/base/arguments.py b/venv/lib/python3.8/site-packages/rope/base/arguments.py
new file mode 120000
index 0000000..371d39c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/arguments.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/bd/65/4a/6b4ceab0edea49babf30a9c808885dfc6eb4186c7ee086a8307aea453a
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diff --git a/venv/lib/python3.8/site-packages/rope/base/ast.py b/venv/lib/python3.8/site-packages/rope/base/ast.py
new file mode 120000
index 0000000..0dd39f3
--- /dev/null
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diff --git a/venv/lib/python3.8/site-packages/rope/base/astutils.py b/venv/lib/python3.8/site-packages/rope/base/astutils.py
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index 0000000..e8ff30e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/astutils.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a8/bd/dd/f78ed798638dff2b652afe718aa9f4fbdf12fda2fb0f4b1034df9f3f40
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diff --git a/venv/lib/python3.8/site-packages/rope/base/builtins.py b/venv/lib/python3.8/site-packages/rope/base/builtins.py
new file mode 100644
index 0000000..537ffa9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/builtins.py
@@ -0,0 +1,872 @@
+"""This module tries to support builtin types and functions."""
+import inspect
+import io
+
+try:
+    raw_input
+except NameError:
+    raw_input = input
+
+import rope.base.evaluate
+from rope.base.utils import pycompat
+from rope.base import pynames, pyobjects, arguments, utils
+
+
+class BuiltinModule(pyobjects.AbstractModule):
+    def __init__(self, name, pycore=None, initial={}):
+        super().__init__()
+        self.name = name
+        self.pycore = pycore
+        self.initial = initial
+
+    parent = None
+
+    def get_attributes(self):
+        return self.attributes
+
+    def get_doc(self):
+        if self.module:
+            return self.module.__doc__
+
+    def get_name(self):
+        return self.name.split(".")[-1]
+
+    @property
+    @utils.saveit
+    def attributes(self):
+        result = _object_attributes(self.module, self)
+        result.update(self.initial)
+        if self.pycore is not None:
+            submodules = self.pycore._builtin_submodules(self.name)
+            for name, module in submodules.items():
+                result[name] = rope.base.builtins.BuiltinName(module)
+        return result
+
+    @property
+    @utils.saveit
+    def module(self):
+        try:
+            result = __import__(self.name)
+            for token in self.name.split(".")[1:]:
+                result = getattr(result, token, None)
+            return result
+        except ImportError:
+            return
+
+
+class _BuiltinElement:
+    def __init__(self, builtin, parent=None):
+        self.builtin = builtin
+        self._parent = parent
+
+    def get_doc(self):
+        if self.builtin:
+            return getattr(self.builtin, "__doc__", None)
+
+    def get_name(self):
+        if self.builtin:
+            return getattr(self.builtin, "__name__", None)
+
+    @property
+    def parent(self):
+        if self._parent is None:
+            return builtins
+        return self._parent
+
+
+class BuiltinClass(_BuiltinElement, pyobjects.AbstractClass):
+    def __init__(self, builtin, attributes, parent=None):
+        _BuiltinElement.__init__(self, builtin, parent)
+        pyobjects.AbstractClass.__init__(self)
+        self.initial = attributes
+
+    @utils.saveit
+    def get_attributes(self):
+        result = _object_attributes(self.builtin, self)
+        result.update(self.initial)
+        return result
+
+    def get_module(self):
+        return builtins
+
+
+class BuiltinFunction(_BuiltinElement, pyobjects.AbstractFunction):
+    def __init__(
+        self, returned=None, function=None, builtin=None, argnames=[], parent=None
+    ):
+        _BuiltinElement.__init__(self, builtin, parent)
+        pyobjects.AbstractFunction.__init__(self)
+        self.argnames = argnames
+        self.returned = returned
+        self.function = function
+
+    def get_returned_object(self, args):
+        if self.function is not None:
+            return self.function(_CallContext(self.argnames, args))
+        else:
+            return self.returned
+
+    def get_param_names(self, special_args=True):
+        return self.argnames
+
+
+class BuiltinUnknown(_BuiltinElement, pyobjects.PyObject):
+    def __init__(self, builtin):
+        super().__init__(pyobjects.get_unknown())
+        self.builtin = builtin
+        self.type = pyobjects.get_unknown()
+
+    def get_name(self):
+        return getattr(type(self.builtin), "__name__", None)
+
+    @utils.saveit
+    def get_attributes(self):
+        return _object_attributes(self.builtin, self)
+
+
+def _object_attributes(obj, parent):
+    attributes = {}
+    for name in dir(obj):
+        if name == "None":
+            continue
+        try:
+            child = getattr(obj, name)
+        except AttributeError:
+            # descriptors are allowed to raise AttributeError
+            # even if they are in dir()
+            continue
+        pyobject = None
+        if inspect.isclass(child):
+            pyobject = BuiltinClass(child, {}, parent=parent)
+        elif inspect.isroutine(child):
+            pyobject = BuiltinFunction(builtin=child, parent=parent)
+        else:
+            pyobject = BuiltinUnknown(builtin=child)
+        attributes[name] = BuiltinName(pyobject)
+    return attributes
+
+
+def _create_builtin_type_getter(cls):
+    def _get_builtin(*args):
+        if not hasattr(cls, "_generated"):
+            cls._generated = {}
+        if args not in cls._generated:
+            cls._generated[args] = cls(*args)
+        return cls._generated[args]
+
+    return _get_builtin
+
+
+def _create_builtin_getter(cls):
+    type_getter = _create_builtin_type_getter(cls)
+
+    def _get_builtin(*args):
+        return pyobjects.PyObject(type_getter(*args))
+
+    return _get_builtin
+
+
+class _CallContext:
+    def __init__(self, argnames, args):
+        self.argnames = argnames
+        self.args = args
+
+    def _get_scope_and_pyname(self, pyname):
+        if pyname is not None and isinstance(pyname, pynames.AssignedName):
+            pymodule, lineno = pyname.get_definition_location()
+            if pymodule is None:
+                return None, None
+            if lineno is None:
+                lineno = 1
+            scope = pymodule.get_scope().get_inner_scope_for_line(lineno)
+            name = None
+            while name is None and scope is not None:
+                for current in scope.get_names():
+                    if scope[current] is pyname:
+                        name = current
+                        break
+                else:
+                    scope = scope.parent
+            return scope, name
+        return None, None
+
+    def get_argument(self, name):
+        if self.args:
+            args = self.args.get_arguments(self.argnames)
+            return args[self.argnames.index(name)]
+
+    def get_pyname(self, name):
+        if self.args:
+            args = self.args.get_pynames(self.argnames)
+            if name in self.argnames:
+                return args[self.argnames.index(name)]
+
+    def get_arguments(self, argnames):
+        if self.args:
+            return self.args.get_arguments(argnames)
+
+    def get_pynames(self, argnames):
+        if self.args:
+            return self.args.get_pynames(argnames)
+
+    def get_per_name(self):
+        if self.args is None:
+            return None
+        pyname = self.args.get_instance_pyname()
+        scope, name = self._get_scope_and_pyname(pyname)
+        if name is not None:
+            pymodule = pyname.get_definition_location()[0]
+            return pymodule.pycore.object_info.get_per_name(scope, name)
+        return None
+
+    def save_per_name(self, value):
+        if self.args is None:
+            return None
+        pyname = self.args.get_instance_pyname()
+        scope, name = self._get_scope_and_pyname(pyname)
+        if name is not None:
+            pymodule = pyname.get_definition_location()[0]
+            pymodule.pycore.object_info.save_per_name(scope, name, value)
+
+
+class _AttributeCollector:
+    def __init__(self, type):
+        self.attributes = {}
+        self.type = type
+
+    def __call__(
+        self,
+        name,
+        returned=None,
+        function=None,
+        argnames=["self"],
+        check_existence=True,
+        parent=None,
+    ):
+        try:
+            builtin = getattr(self.type, name)
+        except AttributeError:
+            if check_existence:
+                raise
+            builtin = None
+        self.attributes[name] = BuiltinName(
+            BuiltinFunction(
+                returned=returned,
+                function=function,
+                argnames=argnames,
+                builtin=builtin,
+                parent=parent,
+            )
+        )
+
+    def __setitem__(self, name, value):
+        self.attributes[name] = value
+
+
+class List(BuiltinClass):
+    def __init__(self, holding=None):
+        self.holding = holding
+        collector = _AttributeCollector(list)
+
+        collector("__iter__", function=self._iterator_get, parent=self)
+        collector("__new__", function=self._new_list, parent=self)
+
+        # Adding methods
+        collector(
+            "append", function=self._list_add, argnames=["self", "value"], parent=self
+        )
+        collector(
+            "__setitem__",
+            function=self._list_add,
+            argnames=["self", "index", "value"],
+            parent=self,
+        )
+        collector(
+            "insert",
+            function=self._list_add,
+            argnames=["self", "index", "value"],
+            parent=self,
+        )
+        collector(
+            "extend",
+            function=self._self_set,
+            argnames=["self", "iterable"],
+            parent=self,
+        )
+
+        # Getting methods
+        collector("__getitem__", function=self._list_get, parent=self)
+        collector("pop", function=self._list_get, parent=self)
+        try:
+            collector("__getslice__", function=self._list_get)
+        except AttributeError:
+            pass
+
+        super().__init__(list, collector.attributes)
+
+    def _new_list(self, args):
+        return _create_builtin(args, get_list)
+
+    def _list_add(self, context):
+        if self.holding is not None:
+            return
+        holding = context.get_argument("value")
+        if holding is not None and holding != pyobjects.get_unknown():
+            context.save_per_name(holding)
+
+    def _self_set(self, context):
+        if self.holding is not None:
+            return
+        iterable = context.get_pyname("iterable")
+        holding = _infer_sequence_for_pyname(iterable)
+        if holding is not None and holding != pyobjects.get_unknown():
+            context.save_per_name(holding)
+
+    def _list_get(self, context):
+        if self.holding is not None:
+            args = context.get_arguments(["self", "key"])
+            if (
+                len(args) > 1
+                and args[1] is not None
+                and args[1].get_type() == builtins["slice"].get_object()
+            ):
+                return get_list(self.holding)
+            return self.holding
+        return context.get_per_name()
+
+    def _iterator_get(self, context):
+        return get_iterator(self._list_get(context))
+
+    def _self_get(self, context):
+        return get_list(self._list_get(context))
+
+
+get_list = _create_builtin_getter(List)
+get_list_type = _create_builtin_type_getter(List)
+
+
+class Dict(BuiltinClass):
+    def __init__(self, keys=None, values=None):
+        self.keys = keys
+        self.values = values
+        collector = _AttributeCollector(dict)
+        collector("__new__", function=self._new_dict, parent=self)
+        collector("__setitem__", function=self._dict_add, parent=self)
+        collector("popitem", function=self._item_get, parent=self)
+        collector("pop", function=self._value_get, parent=self)
+        collector("get", function=self._key_get, parent=self)
+        collector("keys", function=self._key_list, parent=self)
+        collector("values", function=self._value_list, parent=self)
+        collector("items", function=self._item_list, parent=self)
+        collector("copy", function=self._self_get, parent=self)
+        collector("__getitem__", function=self._value_get, parent=self)
+        collector("__iter__", function=self._key_iter, parent=self)
+        collector("update", function=self._self_set, parent=self)
+        super().__init__(dict, collector.attributes)
+
+    def _new_dict(self, args):
+        def do_create(holding=None):
+            if holding is None:
+                return get_dict()
+            type = holding.get_type()
+            if isinstance(type, Tuple) and len(type.get_holding_objects()) == 2:
+                return get_dict(*type.get_holding_objects())
+
+        return _create_builtin(args, do_create)
+
+    def _dict_add(self, context):
+        if self.keys is not None:
+            return
+        key, value = context.get_arguments(["self", "key", "value"])[1:]
+        if key is not None and key != pyobjects.get_unknown():
+            context.save_per_name(get_tuple(key, value))
+
+    def _item_get(self, context):
+        if self.keys is not None:
+            return get_tuple(self.keys, self.values)
+        item = context.get_per_name()
+        if item is None or not isinstance(item.get_type(), Tuple):
+            return get_tuple(self.keys, self.values)
+        return item
+
+    def _value_get(self, context):
+        item = self._item_get(context).get_type()
+        return item.get_holding_objects()[1]
+
+    def _key_get(self, context):
+        item = self._item_get(context).get_type()
+        return item.get_holding_objects()[0]
+
+    def _value_list(self, context):
+        return get_list(self._value_get(context))
+
+    def _key_list(self, context):
+        return get_list(self._key_get(context))
+
+    def _item_list(self, context):
+        return get_list(self._item_get(context))
+
+    def _value_iter(self, context):
+        return get_iterator(self._value_get(context))
+
+    def _key_iter(self, context):
+        return get_iterator(self._key_get(context))
+
+    def _item_iter(self, context):
+        return get_iterator(self._item_get(context))
+
+    def _self_get(self, context):
+        item = self._item_get(context).get_type()
+        key, value = item.get_holding_objects()[:2]
+        return get_dict(key, value)
+
+    def _self_set(self, context):
+        if self.keys is not None:
+            return
+        new_dict = context.get_pynames(["self", "d"])[1]
+        if new_dict and isinstance(new_dict.get_object().get_type(), Dict):
+            args = arguments.ObjectArguments([new_dict])
+            items = (
+                new_dict.get_object()["popitem"].get_object().get_returned_object(args)
+            )
+            context.save_per_name(items)
+        else:
+            holding = _infer_sequence_for_pyname(new_dict)
+            if holding is not None and isinstance(holding.get_type(), Tuple):
+                context.save_per_name(holding)
+
+
+get_dict = _create_builtin_getter(Dict)
+get_dict_type = _create_builtin_type_getter(Dict)
+
+
+class Tuple(BuiltinClass):
+    def __init__(self, *objects):
+        self.objects = objects
+        first = None
+        if objects:
+            first = objects[0]
+        attributes = {
+            "__getitem__": BuiltinName(
+                BuiltinFunction(first)
+            ),  # TODO: add slice support
+            "__getslice__": BuiltinName(BuiltinFunction(pyobjects.PyObject(self))),
+            "__new__": BuiltinName(BuiltinFunction(function=self._new_tuple)),
+            "__iter__": BuiltinName(BuiltinFunction(get_iterator(first))),
+        }
+        super().__init__(tuple, attributes)
+
+    def get_holding_objects(self):
+        return self.objects
+
+    def _new_tuple(self, args):
+        return _create_builtin(args, get_tuple)
+
+
+get_tuple = _create_builtin_getter(Tuple)
+get_tuple_type = _create_builtin_type_getter(Tuple)
+
+
+class Set(BuiltinClass):
+    def __init__(self, holding=None):
+        self.holding = holding
+        collector = _AttributeCollector(set)
+        collector("__new__", function=self._new_set)
+
+        self_methods = [
+            "copy",
+            "difference",
+            "intersection",
+            "symmetric_difference",
+            "union",
+        ]
+        for method in self_methods:
+            collector(method, function=self._self_get, parent=self)
+        collector("add", function=self._set_add, parent=self)
+        collector("update", function=self._self_set, parent=self)
+        collector("update", function=self._self_set, parent=self)
+        collector("symmetric_difference_update", function=self._self_set, parent=self)
+        collector("difference_update", function=self._self_set, parent=self)
+
+        collector("pop", function=self._set_get, parent=self)
+        collector("__iter__", function=self._iterator_get, parent=self)
+        super().__init__(set, collector.attributes)
+
+    def _new_set(self, args):
+        return _create_builtin(args, get_set)
+
+    def _set_add(self, context):
+        if self.holding is not None:
+            return
+        holding = context.get_arguments(["self", "value"])[1]
+        if holding is not None and holding != pyobjects.get_unknown():
+            context.save_per_name(holding)
+
+    def _self_set(self, context):
+        if self.holding is not None:
+            return
+        iterable = context.get_pyname("iterable")
+        holding = _infer_sequence_for_pyname(iterable)
+        if holding is not None and holding != pyobjects.get_unknown():
+            context.save_per_name(holding)
+
+    def _set_get(self, context):
+        if self.holding is not None:
+            return self.holding
+        return context.get_per_name()
+
+    def _iterator_get(self, context):
+        return get_iterator(self._set_get(context))
+
+    def _self_get(self, context):
+        return get_list(self._set_get(context))
+
+
+get_set = _create_builtin_getter(Set)
+get_set_type = _create_builtin_type_getter(Set)
+
+
+class Str(BuiltinClass):
+    def __init__(self):
+        self_object = pyobjects.PyObject(self)
+        collector = _AttributeCollector(str)
+        collector("__iter__", get_iterator(self_object), check_existence=False)
+
+        self_methods = [
+            "__getitem__",
+            "capitalize",
+            "center",
+            "encode",
+            "expandtabs",
+            "join",
+            "ljust",
+            "lower",
+            "lstrip",
+            "replace",
+            "rjust",
+            "rstrip",
+            "strip",
+            "swapcase",
+            "title",
+            "translate",
+            "upper",
+            "zfill",
+        ]
+        for method in self_methods:
+            collector(method, self_object, parent=self)
+
+        py2_self_methods = ["__getslice__", "decode"]
+        for method in py2_self_methods:
+            try:
+                collector(method, self_object)
+            except AttributeError:
+                pass
+
+        for method in ["rsplit", "split", "splitlines"]:
+            collector(method, get_list(self_object), parent=self)
+
+        super().__init__(str, collector.attributes)
+
+    def get_doc(self):
+        return str.__doc__
+
+
+get_str = _create_builtin_getter(Str)
+get_str_type = _create_builtin_type_getter(Str)
+
+
+class BuiltinName(pynames.PyName):
+    def __init__(self, pyobject):
+        self.pyobject = pyobject
+
+    def get_object(self):
+        return self.pyobject
+
+    def get_definition_location(self):
+        return (None, None)
+
+
+class Iterator(pyobjects.AbstractClass):
+    def __init__(self, holding=None):
+        super().__init__()
+        self.holding = holding
+        self.attributes = {
+            "next": BuiltinName(BuiltinFunction(self.holding)),
+            "__iter__": BuiltinName(BuiltinFunction(self)),
+        }
+
+    def get_attributes(self):
+        return self.attributes
+
+    def get_returned_object(self, args):
+        return self.holding
+
+
+get_iterator = _create_builtin_getter(Iterator)
+
+
+class Generator(pyobjects.AbstractClass):
+    def __init__(self, holding=None):
+        super().__init__()
+        self.holding = holding
+        self.attributes = {
+            "next": BuiltinName(BuiltinFunction(self.holding)),
+            "__iter__": BuiltinName(BuiltinFunction(get_iterator(self.holding))),
+            "close": BuiltinName(BuiltinFunction()),
+            "send": BuiltinName(BuiltinFunction()),
+            "throw": BuiltinName(BuiltinFunction()),
+        }
+
+    def get_attributes(self):
+        return self.attributes
+
+    def get_returned_object(self, args):
+        return self.holding
+
+
+get_generator = _create_builtin_getter(Generator)
+
+
+class File(BuiltinClass):
+    def __init__(self, filename=None, mode="r", *args):
+        self.filename = filename
+        self.mode = mode
+        self.args = args
+        str_object = get_str()
+        str_list = get_list(get_str())
+        attributes = {}
+
+        def add(name, returned=None, function=None):
+            builtin = getattr(io.TextIOBase, name, None)
+            attributes[name] = BuiltinName(
+                BuiltinFunction(returned=returned, function=function, builtin=builtin)
+            )
+
+        add("__iter__", get_iterator(str_object))
+        add("__enter__", returned=pyobjects.PyObject(self))
+        for method in ["next", "read", "readline", "readlines"]:
+            add(method, str_list)
+        for method in [
+            "close",
+            "flush",
+            "lineno",
+            "isatty",
+            "seek",
+            "tell",
+            "truncate",
+            "write",
+            "writelines",
+        ]:
+            add(method)
+        super().__init__(open, attributes)
+
+
+get_file = _create_builtin_getter(File)
+get_file_type = _create_builtin_type_getter(File)
+
+
+class Property(BuiltinClass):
+    def __init__(self, fget=None, fset=None, fdel=None, fdoc=None):
+        self._fget = fget
+        self._fdoc = fdoc
+        attributes = {
+            "fget": BuiltinName(BuiltinFunction()),
+            "fset": BuiltinName(pynames.UnboundName()),
+            "fdel": BuiltinName(pynames.UnboundName()),
+            "__new__": BuiltinName(BuiltinFunction(function=_property_function)),
+        }
+        super().__init__(property, attributes)
+
+    def get_property_object(self, args):
+        if isinstance(self._fget, pyobjects.AbstractFunction):
+            return self._fget.get_returned_object(args)
+
+
+def _property_function(args):
+    parameters = args.get_arguments(["fget", "fset", "fdel", "fdoc"])
+    return pyobjects.PyObject(Property(parameters[0]))
+
+
+class Lambda(pyobjects.AbstractFunction):
+    def __init__(self, node, scope):
+        super().__init__()
+        self.node = node
+        self.arguments = node.args
+        self.scope = scope
+
+    def get_returned_object(self, args):
+        result = rope.base.evaluate.eval_node(self.scope, self.node.body)
+        if result is not None:
+            return result.get_object()
+        else:
+            return pyobjects.get_unknown()
+
+    def get_module(self):
+        return self.parent.get_module()
+
+    def get_scope(self):
+        return self.scope
+
+    def get_kind(self):
+        return "lambda"
+
+    def get_ast(self):
+        return self.node
+
+    def get_attributes(self):
+        return {}
+
+    def get_name(self):
+        return "lambda"
+
+    def get_param_names(self, special_args=True):
+        result = [
+            pycompat.get_ast_arg_arg(node)
+            for node in self.arguments.args
+            if isinstance(node, pycompat.ast_arg_type)
+        ]
+        if self.arguments.vararg:
+            result.append("*" + pycompat.get_ast_arg_arg(self.arguments.vararg))
+        if self.arguments.kwarg:
+            result.append("**" + pycompat.get_ast_arg_arg(self.arguments.kwarg))
+        return result
+
+    @property
+    def parent(self):
+        return self.scope.pyobject
+
+
+class BuiltinObject(BuiltinClass):
+    def __init__(self):
+        super().__init__(object, {})
+
+
+class BuiltinType(BuiltinClass):
+    def __init__(self):
+        super().__init__(type, {})
+
+
+def _infer_sequence_for_pyname(pyname):
+    if pyname is None:
+        return None
+    seq = pyname.get_object()
+    args = arguments.ObjectArguments([pyname])
+    if "__iter__" in seq:
+        obj = seq["__iter__"].get_object()
+        if not isinstance(obj, pyobjects.AbstractFunction):
+            return None
+        iter = obj.get_returned_object(args)
+        if iter is not None and "next" in iter:
+            holding = iter["next"].get_object().get_returned_object(args)
+            return holding
+
+
+def _create_builtin(args, creator):
+    passed = args.get_pynames(["sequence"])[0]
+    if passed is None:
+        holding = None
+    else:
+        holding = _infer_sequence_for_pyname(passed)
+    if holding is not None:
+        return creator(holding)
+    else:
+        return creator()
+
+
+def _open_function(args):
+    return _create_builtin(args, get_file)
+
+
+def _range_function(args):
+    return get_list()
+
+
+def _reversed_function(args):
+    return _create_builtin(args, get_iterator)
+
+
+def _sorted_function(args):
+    return _create_builtin(args, get_list)
+
+
+def _super_function(args):
+    passed_class, passed_self = args.get_arguments(["type", "self"])
+    if passed_self is None:
+        return passed_class
+    else:
+        # pyclass = passed_self.get_type()
+        pyclass = passed_class
+        if isinstance(pyclass, pyobjects.AbstractClass):
+            supers = pyclass.get_superclasses()
+            if supers:
+                return pyobjects.PyObject(supers[0])
+        return passed_self
+
+
+def _zip_function(args):
+    args = args.get_pynames(["sequence"])
+    objects = []
+    for seq in args:
+        if seq is None:
+            holding = None
+        else:
+            holding = _infer_sequence_for_pyname(seq)
+        objects.append(holding)
+    tuple = get_tuple(*objects)
+    return get_list(tuple)
+
+
+def _enumerate_function(args):
+    passed = args.get_pynames(["sequence"])[0]
+    if passed is None:
+        holding = None
+    else:
+        holding = _infer_sequence_for_pyname(passed)
+    tuple = get_tuple(None, holding)
+    return get_iterator(tuple)
+
+
+def _iter_function(args):
+    passed = args.get_pynames(["sequence"])[0]
+    if passed is None:
+        holding = None
+    else:
+        holding = _infer_sequence_for_pyname(passed)
+    return get_iterator(holding)
+
+
+def _input_function(args):
+    return get_str()
+
+
+_initial_builtins = {
+    "list": BuiltinName(get_list_type()),
+    "dict": BuiltinName(get_dict_type()),
+    "tuple": BuiltinName(get_tuple_type()),
+    "set": BuiltinName(get_set_type()),
+    "str": BuiltinName(get_str_type()),
+    "file": BuiltinName(get_file_type()),
+    "open": BuiltinName(BuiltinFunction(function=_open_function, builtin=open)),
+    "unicode": BuiltinName(get_str_type()),
+    "range": BuiltinName(BuiltinFunction(function=_range_function, builtin=range)),
+    "reversed": BuiltinName(
+        BuiltinFunction(function=_reversed_function, builtin=reversed)
+    ),
+    "sorted": BuiltinName(BuiltinFunction(function=_sorted_function, builtin=sorted)),
+    "super": BuiltinName(BuiltinFunction(function=_super_function, builtin=super)),
+    "property": BuiltinName(
+        BuiltinFunction(function=_property_function, builtin=property)
+    ),
+    "zip": BuiltinName(BuiltinFunction(function=_zip_function, builtin=zip)),
+    "enumerate": BuiltinName(
+        BuiltinFunction(function=_enumerate_function, builtin=enumerate)
+    ),
+    "object": BuiltinName(BuiltinObject()),
+    "type": BuiltinName(BuiltinType()),
+    "iter": BuiltinName(BuiltinFunction(function=_iter_function, builtin=iter)),
+    "raw_input": BuiltinName(
+        BuiltinFunction(function=_input_function, builtin=raw_input)
+    ),
+}
+
+builtins = BuiltinModule(pycompat.builtins.__name__, initial=_initial_builtins)
diff --git a/venv/lib/python3.8/site-packages/rope/base/change.py b/venv/lib/python3.8/site-packages/rope/base/change.py
new file mode 120000
index 0000000..d24c876
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/change.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/be/36/df/996e1323cc4796e788b6af5040c72b4fe5a32604956e4286ad9b80264a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/base/codeanalyze.py b/venv/lib/python3.8/site-packages/rope/base/codeanalyze.py
new file mode 120000
index 0000000..b3dcdd8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/codeanalyze.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/00/0a/c7/f4e6080cbec41fd5507abed6d50a8604544fef44c86a62ad5f87b10116
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/base/evaluate.py b/venv/lib/python3.8/site-packages/rope/base/evaluate.py
new file mode 120000
index 0000000..4d1c1b9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/evaluate.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/de/7e/90/66653b69a944c0f88bf368454bae1ae0f9fef164c850743cb490f2d42c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/base/exceptions.py b/venv/lib/python3.8/site-packages/rope/base/exceptions.py
new file mode 120000
index 0000000..2f1258e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/exceptions.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a1/99/50/d3f5f5a980158a4bce51663a066d0c61d09bc91cce4d35babec83c90a4
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/base/fscommands.py b/venv/lib/python3.8/site-packages/rope/base/fscommands.py
new file mode 100644
index 0000000..bf928ea
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/fscommands.py
@@ -0,0 +1,302 @@
+"""Project file system commands.
+
+This modules implements file system operations used by rope.  Different
+version control systems can be supported by implementing the interface
+provided by `FileSystemCommands` class.  See `SubversionCommands` and
+`MercurialCommands` for example.
+
+"""
+import re
+import os
+import shutil
+import subprocess
+
+import rope.base.utils.pycompat as pycompat
+
+try:
+    unicode
+except NameError:
+    unicode = str
+
+
+def create_fscommands(root):
+    dirlist = os.listdir(root)
+    commands = {
+        ".hg": MercurialCommands,
+        ".svn": SubversionCommands,
+        ".git": GITCommands,
+        "_svn": SubversionCommands,
+        "_darcs": DarcsCommands,
+    }
+    for key in commands:
+        if key in dirlist:
+            try:
+                return commands[key](root)
+            except (ImportError, OSError):
+                pass
+    return FileSystemCommands()
+
+
+class FileSystemCommands:
+    def create_file(self, path):
+        open(path, "w").close()
+
+    def create_folder(self, path):
+        os.mkdir(path)
+
+    def move(self, path, new_location):
+        shutil.move(path, new_location)
+
+    def remove(self, path):
+        if os.path.isfile(path):
+            os.remove(path)
+        else:
+            shutil.rmtree(path)
+
+    def write(self, path, data):
+        file_ = open(path, "wb")
+        try:
+            file_.write(data)
+        finally:
+            file_.close()
+
+    def read(self, path):
+        with open(path, "rb") as handle:
+            return handle.read()
+
+
+class SubversionCommands:
+    def __init__(self, *args):
+        self.normal_actions = FileSystemCommands()
+        import pysvn
+
+        self.client = pysvn.Client()
+
+    def create_file(self, path):
+        self.normal_actions.create_file(path)
+        self.client.add(path, force=True)
+
+    def create_folder(self, path):
+        self.normal_actions.create_folder(path)
+        self.client.add(path, force=True)
+
+    def move(self, path, new_location):
+        self.client.move(path, new_location, force=True)
+
+    def remove(self, path):
+        self.client.remove(path, force=True)
+
+    def write(self, path, data):
+        self.normal_actions.write(path, data)
+
+    def read(self, path):
+        return self.normal_actions.read(path)
+
+
+class MercurialCommands:
+    def __init__(self, root):
+        self.hg = self._import_mercurial()
+        self.normal_actions = FileSystemCommands()
+        try:
+            self.ui = self.hg.ui.ui(
+                verbose=False,
+                debug=False,
+                quiet=True,
+                interactive=False,
+                traceback=False,
+                report_untrusted=False,
+            )
+        except:
+            self.ui = self.hg.ui.ui()
+            self.ui.setconfig("ui", "interactive", "no")
+            self.ui.setconfig("ui", "debug", "no")
+            self.ui.setconfig("ui", "traceback", "no")
+            self.ui.setconfig("ui", "verbose", "no")
+            self.ui.setconfig("ui", "report_untrusted", "no")
+            self.ui.setconfig("ui", "quiet", "yes")
+
+        self.repo = self.hg.hg.repository(self.ui, root)
+
+    def _import_mercurial(self):
+        import mercurial.commands
+        import mercurial.hg
+        import mercurial.ui
+
+        return mercurial
+
+    def create_file(self, path):
+        self.normal_actions.create_file(path)
+        self.hg.commands.add(self.ui, self.repo, path)
+
+    def create_folder(self, path):
+        self.normal_actions.create_folder(path)
+
+    def move(self, path, new_location):
+        self.hg.commands.rename(self.ui, self.repo, path, new_location, after=False)
+
+    def remove(self, path):
+        self.hg.commands.remove(self.ui, self.repo, path)
+
+    def write(self, path, data):
+        self.normal_actions.write(path, data)
+
+    def read(self, path):
+        return self.normal_actions.read(path)
+
+
+class GITCommands:
+    def __init__(self, root):
+        self.root = root
+        self._do(["version"])
+        self.normal_actions = FileSystemCommands()
+
+    def create_file(self, path):
+        self.normal_actions.create_file(path)
+        self._do(["add", self._in_dir(path)])
+
+    def create_folder(self, path):
+        self.normal_actions.create_folder(path)
+
+    def move(self, path, new_location):
+        self._do(["mv", self._in_dir(path), self._in_dir(new_location)])
+
+    def remove(self, path):
+        self._do(["rm", self._in_dir(path)])
+
+    def write(self, path, data):
+        # XXX: should we use ``git add``?
+        self.normal_actions.write(path, data)
+
+    def read(self, path):
+        return self.normal_actions.read(path)
+
+    def _do(self, args):
+        _execute(["git"] + args, cwd=self.root)
+
+    def _in_dir(self, path):
+        if path.startswith(self.root):
+            return path[len(self.root) + 1 :]
+        return self.root
+
+
+class DarcsCommands:
+    def __init__(self, root):
+        self.root = root
+        self.normal_actions = FileSystemCommands()
+
+    def create_file(self, path):
+        self.normal_actions.create_file(path)
+        self._do(["add", path])
+
+    def create_folder(self, path):
+        self.normal_actions.create_folder(path)
+        self._do(["add", path])
+
+    def move(self, path, new_location):
+        self._do(["mv", path, new_location])
+
+    def remove(self, path):
+        self.normal_actions.remove(path)
+
+    def read(self, path):
+        return self.normal_actions.read(path)
+
+    def write(self, path, data):
+        self.normal_actions.write(path, data)
+
+    def _do(self, args):
+        _execute(["darcs"] + args, cwd=self.root)
+
+
+def _execute(args, cwd=None):
+    process = subprocess.Popen(args, cwd=cwd, stdout=subprocess.PIPE)
+    process.wait()
+    return process.returncode
+
+
+def unicode_to_file_data(contents, encoding=None, newlines=None):
+    if not isinstance(contents, unicode):
+        return contents
+    if newlines and newlines != "\n":
+        contents = contents.replace("\n", newlines)
+    if encoding is None:
+        encoding = read_str_coding(contents)
+    if encoding is not None:
+        return contents.encode(encoding)
+    try:
+        return contents.encode()
+    except UnicodeEncodeError:
+        return contents.encode("utf-8")
+
+
+def file_data_to_unicode(data, encoding=None):
+    result = _decode_data(data, encoding)
+    newline = "\n"
+    if "\r\n" in result:
+        result = result.replace("\r\n", "\n")
+        newline = "\r\n"
+    if "\r" in result:
+        result = result.replace("\r", "\n")
+        newline = "\r"
+    return result, newline
+
+
+def _decode_data(data, encoding):
+    if isinstance(data, unicode):
+        return data
+    if encoding is None:
+        encoding = read_str_coding(data)
+    if encoding is None:
+        # there is no encoding tip, we need to guess.
+        # PEP263 says that "encoding not explicitly defined" means it is ascii,
+        # but we will use utf8 instead since utf8 fully covers ascii and btw is
+        # the only non-latin sane encoding.
+        encoding = "utf-8"
+    try:
+        return data.decode(encoding)
+    except (UnicodeError, LookupError):
+        # fallback to latin1: it should never fail
+        return data.decode("latin1")
+
+
+def read_str_coding(source):
+    # as defined by PEP-263 (https://www.python.org/dev/peps/pep-0263/)
+    CODING_LINE_PATTERN = b"^[ \t\f]*#.*?coding[:=][ \t]*([-_.a-zA-Z0-9]+)"
+
+    if type(source) == bytes:
+        newline = b"\n"
+        CODING_LINE_PATTERN = re.compile(CODING_LINE_PATTERN)
+    else:
+        newline = "\n"
+        CODING_LINE_PATTERN = re.compile(CODING_LINE_PATTERN.decode("ascii"))
+    for line in source.split(newline, 2)[:2]:
+        if re.match(CODING_LINE_PATTERN, line):
+            return _find_coding(line)
+    else:
+        return
+
+
+def _find_coding(text):
+    if isinstance(text, str):
+        text = text.encode("utf-8")
+    coding = b"coding"
+    to_chr = chr
+    try:
+        start = text.index(coding) + len(coding)
+        if text[start] not in b"=:":
+            return
+        start += 1
+        while start < len(text) and to_chr(text[start]).isspace():
+            start += 1
+        end = start
+        while end < len(text):
+            c = text[end]
+            if not to_chr(c).isalnum() and c not in b"-_":
+                break
+            end += 1
+        result = text[start:end]
+        if isinstance(result, bytes):
+            result = result.decode("utf-8")
+        return result
+    except ValueError:
+        pass
diff --git a/venv/lib/python3.8/site-packages/rope/base/history.py b/venv/lib/python3.8/site-packages/rope/base/history.py
new file mode 120000
index 0000000..0ecf1c0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/history.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6e/83/1d/8d6316eac02c866cb261ec2fc71b8fb1e3b9850d305dcf154f566557a7
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/base/libutils.py b/venv/lib/python3.8/site-packages/rope/base/libutils.py
new file mode 120000
index 0000000..774d7f1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/libutils.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e6/95/20/f81b2551eed2258c63b572d75e8e09d8a4d33ce83079805c1e3525d557
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/base/oi/__init__.py b/venv/lib/python3.8/site-packages/rope/base/oi/__init__.py
new file mode 120000
index 0000000..24a558b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c1/1e/22/7fe0c9f2a73e786c0a6b6585d189df97963d09fe9e4acdd8afbb42fa9a
\ No newline at end of file
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diff --git a/venv/lib/python3.8/site-packages/rope/base/oi/doa.py b/venv/lib/python3.8/site-packages/rope/base/oi/doa.py
new file mode 120000
index 0000000..629d3cd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/doa.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d6/cc/14/cce3d5997be88d03e40fce0f143bc07e0a355f601a21c9f09aa8760e8a
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diff --git a/venv/lib/python3.8/site-packages/rope/base/oi/memorydb.py b/venv/lib/python3.8/site-packages/rope/base/oi/memorydb.py
new file mode 120000
index 0000000..bc8f9a1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/memorydb.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c2/fe/06/7677ef2432e068455862649c03adc217804ff570a092320203ed8f0f5a
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diff --git a/venv/lib/python3.8/site-packages/rope/base/oi/objectdb.py b/venv/lib/python3.8/site-packages/rope/base/oi/objectdb.py
new file mode 120000
index 0000000..8fb5072
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/objectdb.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/17/2c/d2/d1eb0cf6c257aea67886bcff1b04fa0170aee5d663fecbb14ddbec5e29
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diff --git a/venv/lib/python3.8/site-packages/rope/base/oi/objectinfo.py b/venv/lib/python3.8/site-packages/rope/base/oi/objectinfo.py
new file mode 120000
index 0000000..6580b94
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/objectinfo.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e1/66/f2/efe0962fa5fc23f58f0599bb1429f2cc962830d45ecf3f2c2d8cbba6d7
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/base/oi/runmod.py b/venv/lib/python3.8/site-packages/rope/base/oi/runmod.py
new file mode 100644
index 0000000..50fb359
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/runmod.py
@@ -0,0 +1,240 @@
+def __rope_start_everything():
+    import os
+    import sys
+    import socket
+
+    try:
+        import cPickle as pickle
+    except ImportError:
+        import pickle
+    import marshal
+    import inspect
+    import types
+    import threading
+    import rope.base.utils.pycompat as pycompat
+    import base64
+    import hashlib
+    import hmac
+
+    class _MessageSender:
+        def send_data(self, data):
+            pass
+
+    class _SocketSender(_MessageSender):
+        def __init__(self, port, key):
+            s = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
+            s.connect(("127.0.0.1", port))
+            self.my_file = s.makefile("wb")
+            self.key = base64.b64decode(key)
+
+        def send_data(self, data):
+            if not self.my_file.closed:
+                pickled_data = base64.b64encode(
+                    pickle.dumps(data, pickle.HIGHEST_PROTOCOL)
+                )
+                dgst = hmac.new(self.key, pickled_data, hashlib.sha256).digest()
+                self.my_file.write(base64.b64encode(dgst) + b":" + pickled_data + b"\n")
+
+        def close(self):
+            self.my_file.close()
+
+    class _FileSender(_MessageSender):
+        def __init__(self, file_name):
+            self.my_file = open(file_name, "wb")
+
+        def send_data(self, data):
+            if not self.my_file.closed:
+                marshal.dump(data, self.my_file)
+
+        def close(self):
+            self.my_file.close()
+
+    def _cached(func):
+        cache = {}
+
+        def newfunc(self, arg):
+            if arg in cache:
+                return cache[arg]
+            result = func(self, arg)
+            cache[arg] = result
+            return result
+
+        return newfunc
+
+    class _FunctionCallDataSender:
+        def __init__(self, send_info, project_root):
+            self.project_root = project_root
+            if send_info[0].isdigit():
+                port, key = send_info.split(":", 1)
+                self.sender = _SocketSender(int(port), key)
+            else:
+                self.sender = _FileSender(send_info)
+
+            def global_trace(frame, event, arg):
+                # HACK: Ignoring out->in calls
+                # This might lose some information
+                if self._is_an_interesting_call(frame):
+                    return self.on_function_call
+
+            sys.settrace(global_trace)
+            threading.settrace(global_trace)
+
+        def on_function_call(self, frame, event, arg):
+            if event != "return":
+                return
+            args = []
+            returned = ("unknown",)
+            code = frame.f_code
+            for argname in code.co_varnames[: code.co_argcount]:
+                try:
+                    argvalue = self._object_to_persisted_form(frame.f_locals[argname])
+                    args.append(argvalue)
+                except (TypeError, AttributeError):
+                    args.append(("unknown",))
+            try:
+                returned = self._object_to_persisted_form(arg)
+            except (TypeError, AttributeError):
+                pass
+            try:
+                data = (
+                    self._object_to_persisted_form(frame.f_code),
+                    tuple(args),
+                    returned,
+                )
+                self.sender.send_data(data)
+            except (TypeError):
+                pass
+            return self.on_function_call
+
+        def _is_an_interesting_call(self, frame):
+            # if frame.f_code.co_name in ['?', '<module>']:
+            #    return False
+            # return not frame.f_back or
+            #    not self._is_code_inside_project(frame.f_back.f_code)
+            if not self._is_code_inside_project(frame.f_code) and (
+                not frame.f_back
+                or not self._is_code_inside_project(frame.f_back.f_code)
+            ):
+                return False
+            return True
+
+        def _is_code_inside_project(self, code):
+            source = self._path(code.co_filename)
+            return (
+                source is not None
+                and os.path.exists(source)
+                and _realpath(source).startswith(self.project_root)
+            )
+
+        @_cached
+        def _get_persisted_code(self, object_):
+            source = self._path(object_.co_filename)
+            if not os.path.exists(source):
+                raise TypeError("no source")
+            return ("defined", _realpath(source), str(object_.co_firstlineno))
+
+        @_cached
+        def _get_persisted_class(self, object_):
+            try:
+                return (
+                    "defined",
+                    _realpath(inspect.getsourcefile(object_)),
+                    object_.__name__,
+                )
+            except (TypeError, AttributeError):
+                return ("unknown",)
+
+        def _get_persisted_builtin(self, object_):
+            if isinstance(object_, str):
+                return ("builtin", "str")
+            if isinstance(object_, list):
+                holding = None
+                if len(object_) > 0:
+                    holding = object_[0]
+                return ("builtin", "list", self._object_to_persisted_form(holding))
+            if isinstance(object_, dict):
+                keys = None
+                values = None
+                if len(object_) > 0:
+                    # @todo - fix it properly, why is __locals__ being
+                    # duplicated ?
+                    keys = [key for key in object_.keys() if key != "__locals__"][0]
+                    values = object_[keys]
+                return (
+                    "builtin",
+                    "dict",
+                    self._object_to_persisted_form(keys),
+                    self._object_to_persisted_form(values),
+                )
+            if isinstance(object_, tuple):
+                objects = []
+                if len(object_) < 3:
+                    for holding in object_:
+                        objects.append(self._object_to_persisted_form(holding))
+                else:
+                    objects.append(self._object_to_persisted_form(object_[0]))
+                return tuple(["builtin", "tuple"] + objects)
+            if isinstance(object_, set):
+                holding = None
+                if len(object_) > 0:
+                    for o in object_:
+                        holding = o
+                        break
+                return ("builtin", "set", self._object_to_persisted_form(holding))
+            return ("unknown",)
+
+        def _object_to_persisted_form(self, object_):
+            if object_ is None:
+                return ("none",)
+            if isinstance(object_, types.CodeType):
+                return self._get_persisted_code(object_)
+            if isinstance(object_, types.FunctionType):
+                return self._get_persisted_code(object_.__code__)
+            if isinstance(object_, types.MethodType):
+                return self._get_persisted_code(object_.__func__.__code__)
+            if isinstance(object_, types.ModuleType):
+                return self._get_persisted_module(object_)
+            if isinstance(object_, (str, list, dict, tuple, set)):
+                return self._get_persisted_builtin(object_)
+            if isinstance(object_, type):
+                return self._get_persisted_class(object_)
+            return ("instance", self._get_persisted_class(type(object_)))
+
+        @_cached
+        def _get_persisted_module(self, object_):
+            path = self._path(object_.__file__)
+            if path and os.path.exists(path):
+                return ("defined", _realpath(path))
+            return ("unknown",)
+
+        def _path(self, path):
+            if path.endswith(".pyc"):
+                path = path[:-1]
+            if path.endswith(".py"):
+                return path
+
+        def close(self):
+            self.sender.close()
+            sys.settrace(None)
+
+    def _realpath(path):
+        return os.path.realpath(os.path.abspath(os.path.expanduser(path)))
+
+    send_info = sys.argv[1]
+    project_root = sys.argv[2]
+    file_to_run = sys.argv[3]
+    run_globals = globals()
+    run_globals.update(
+        {"__name__": "__main__", "__builtins__": __builtins__, "__file__": file_to_run}
+    )
+
+    if send_info != "-":
+        data_sender = _FunctionCallDataSender(send_info, project_root)
+    del sys.argv[1:4]
+    pycompat.execfile(file_to_run, run_globals)
+    if send_info != "-":
+        data_sender.close()
+
+
+if __name__ == "__main__":
+    __rope_start_everything()
diff --git a/venv/lib/python3.8/site-packages/rope/base/oi/soa.py b/venv/lib/python3.8/site-packages/rope/base/oi/soa.py
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index 0000000..704a0d4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/soa.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/92/d5/fc/84ab45d1d6f47a19bf0b000f5d7f00c2a81eb93ef1fcabf377a25ca56e
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index 0000000..381b23a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/soi.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/9f/05/cd/b41fa5f867d7378b37eb1fdd6d64de728a261466f8c00eabdfac4e84f9
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diff --git a/venv/lib/python3.8/site-packages/rope/base/oi/transform.py b/venv/lib/python3.8/site-packages/rope/base/oi/transform.py
new file mode 120000
index 0000000..c79f8c3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/transform.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/86/24/9e/0f7ef0dc3d351aa9d27a169c2cafadd02d146cabc4715f89c7dde999eb
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+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
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diff --git a/venv/lib/python3.8/site-packages/rope/base/oi/type_hinting/evaluate.py b/venv/lib/python3.8/site-packages/rope/base/oi/type_hinting/evaluate.py
new file mode 100644
index 0000000..59c578b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/type_hinting/evaluate.py
@@ -0,0 +1,358 @@
+# Based on super lightweight Simple Top-Down Parser from http://effbot.org/zone/simple-top-down-parsing.htm
+# and https://bitbucket.org/emacsway/sqlbuilder/src/default/sqlbuilder/smartsql/contrib/evaluate.py
+import re
+from rope.base.utils import pycompat
+from rope.base.oi.type_hinting import utils
+from rope.base import utils as base_utils
+
+
+class SymbolBase:
+
+    name = None  # node/token type name
+
+    def __init__(self):
+        self.value = None  # used by name and literals
+        self.first = None
+        self.second = None
+        self.third = None  # used by tree nodes
+
+    def nud(self, parser):
+        raise SyntaxError("Syntax error (%r)." % self.name)
+
+    def led(self, left, parser):
+        raise SyntaxError("Unknown operator (%r)." % self.name)
+
+    def evaluate(self, pyobject):
+        raise NotImplementedError(self.name, self)
+
+    def __repr__(self):
+        if self.name == "(name)":
+            return "({} {})".format(self.name[1:-1], self.value)
+        out = [repr(self.name), self.first, self.second, self.third]
+        out = [str(i) for i in out if i]
+        return "(" + " ".join(out) + ")"
+
+
+class SymbolTable:
+    def multi(func):
+        def _inner(self, names, *a, **kw):
+            for name in names.split():
+                func(self, name, *a, **kw)
+
+        return _inner
+
+    def __init__(self):
+        self.symbol_table = {}
+
+    def get(self, name, default=None):
+        return self.symbol_table.get(name, default)
+
+    def __getitem__(self, name):
+        return self.symbol_table[name]
+
+    def __iter__(self):
+        return iter(self.symbol_table)
+
+    def symbol(self, name, bp=0):
+        try:
+            s = self.symbol_table[name]
+        except KeyError:
+
+            class S(SymbolBase):
+                pass
+
+            s = S
+            s.__name__ = "symbol-" + name  # for debugging
+            s.name = name
+            s.lbp = bp
+            self.symbol_table[name] = s
+        else:
+            s.lbp = max(bp, s.lbp)
+        return s
+
+    @multi
+    def infix(self, name, bp):
+        symbol = self.symbol(name, bp)
+
+        @method(symbol)
+        def led(self, left, parser):
+            self.first = left
+            self.second = parser.expression(bp)
+            return self
+
+    @multi
+    def infix_r(self, name, bp):
+        symbol = self.symbol(name, bp)
+
+        @method(symbol)
+        def led(self, left, parser):
+            self.first = left
+            self.second = parser.expression(bp - 0.1)
+            return self
+
+    def ternary(self, name, name2, bp):
+        symbol = self.symbol(name, bp)
+        symbol2 = self.symbol(name2)
+
+        @method(symbol)
+        def led(self, left, parser):
+            self.first = left
+            self.second = parser.expression(symbol2.lbp)
+            parser.advance(symbol2.name)
+            self.third = parser.expression(symbol2.lbp + 0.1)
+            return self
+
+    @multi
+    def prefix(self, name, bp):
+        symbol = self.symbol(name, bp)
+
+        @method(symbol)
+        def nud(self, parser):
+            self.first = parser.expression(bp)
+            return self
+
+    @multi
+    def postfix(self, name, bp):
+        symbol = self.symbol(name, bp)
+
+        @method(symbol)
+        def led(self, left, parser):
+            self.first = left
+            return self
+
+    multi = staticmethod(multi)  # Just for code checker
+
+
+symbol_table = SymbolTable()
+
+
+class Lexer:
+
+    _token_pattern = re.compile(
+        r"""
+        \s*
+        (?:
+              (
+                    [,()\[\]|]
+                  | ->
+                  | (?<=\s)(?:or)\b
+              )  # operator
+            | ([a-zA-Z](?:\w|\.)*)  # name
+        )
+        """,
+        re.U | re.S | re.X,
+    )
+
+    def __init__(self, symbol_table):
+        self.symbol_table = symbol_table
+
+    def tokenize(self, program):
+        for name, value in self._tokenize_expr(program):
+            symbol = symbol_table.get(value)
+            if symbol:
+                s = symbol()
+            elif name == "(name)":
+                symbol = symbol_table[name]
+                s = symbol()
+                s.value = value
+            else:
+                raise SyntaxError(
+                    "Unknown operator ({}). Possible operators are {!r}".format(
+                        value, list(self.symbol_table)
+                    )
+                )
+
+            yield s
+
+    def _tokenize_expr(self, program):
+        if isinstance(program, bytes):
+            program = program.decode("utf-8")
+        # import pprint; pprint.pprint(self._token_pattern.findall(program))
+        for operator, name in self._token_pattern.findall(program):
+            if operator:
+                yield "(operator)", operator
+            elif name:
+                yield "(name)", name
+            else:
+                raise SyntaxError
+        yield "(end)", "(end)"
+
+
+class Parser:
+
+    token = None
+    next = None
+
+    def __init__(self, lexer):
+        self.lexer = lexer
+
+    def parse(self, program):
+        generator = self.lexer.tokenize(program)
+        self.next = generator.__next__
+        self.token = self.next()
+        return self.expression()
+
+    def expression(self, rbp=0):
+        t = self.token
+        self.token = self.next()
+        left = t.nud(self)
+        while rbp < self.token.lbp:
+            t = self.token
+            self.token = self.next()
+            left = t.led(left, self)
+        return left
+
+    def advance(self, name=None):
+        if name and self.token.name != name:
+            raise SyntaxError(f"Expected {name!r} but found {self.token.name!r}")
+        self.token = self.next()
+
+
+def method(s):
+    assert issubclass(s, SymbolBase)
+
+    def bind(fn):
+        setattr(s, fn.__name__, fn)
+        return fn
+
+    return bind
+
+
+symbol, infix, infix_r, prefix, postfix, ternary = (
+    symbol_table.symbol,
+    symbol_table.infix,
+    symbol_table.infix_r,
+    symbol_table.prefix,
+    symbol_table.postfix,
+    symbol_table.ternary,
+)
+
+symbol("(", 270)
+symbol(")")
+symbol("[", 250)  # Parameters
+symbol("]")
+symbol("->", 230)
+infix("|", 170)
+infix("or", 170)
+symbol(",")
+
+symbol("(name)")
+symbol("(end)")
+
+
+@method(symbol("(name)"))
+def nud(self, parser):
+    return self
+
+
+@method(symbol("(name)"))
+def evaluate(self, pyobject):
+    return utils.resolve_type(self.value, pyobject)
+
+
+# Parametrized objects
+@method(symbol("["))
+def led(self, left, parser):
+    self.first = left
+    self.second = []
+    if parser.token.name != "]":
+        while 1:
+            if parser.token.name == "]":
+                break
+            self.second.append(parser.expression())
+            if parser.token.name != ",":
+                break
+            parser.advance(",")
+    parser.advance("]")
+    return self
+
+
+@method(symbol("["))
+def evaluate(self, pyobject):
+    return utils.parametrize_type(
+        self.first.evaluate(pyobject), *[i.evaluate(pyobject) for i in self.second]
+    )
+
+
+# Anonymous Function Calls
+@method(symbol("("))
+def nud(self, parser):
+    self.second = []
+    if parser.token.name != ")":
+        while 1:
+            self.second.append(parser.expression())
+            if parser.token.name != ",":
+                break
+            parser.advance(",")
+    parser.advance(")")
+    parser.advance("->")
+    self.third = parser.expression(symbol("->").lbp + 0.1)
+    return self
+
+
+# Function Calls
+@method(symbol("("))
+def led(self, left, parser):
+    self.first = left
+    self.second = []
+    if parser.token.name != ")":
+        while 1:
+            self.second.append(parser.expression())
+            if parser.token.name != ",":
+                break
+            parser.advance(",")
+    parser.advance(")")
+    parser.advance("->")
+    self.third = parser.expression(symbol("->").lbp + 0.1)
+    return self
+
+
+@method(symbol("("))
+def evaluate(self, pyobject):
+    # TODO: Implement me
+    raise NotImplementedError
+
+
+@method(symbol("or"))
+@method(symbol("|"))
+def evaluate(self, pyobject):
+    # TODO: Implement me
+    raise NotImplementedError
+
+
+class Compiler:
+
+    parser_factory = Parser
+    lexer_factory = Lexer
+    symbol_table = symbol_table
+
+    def _make_parser(self):
+        return self.parser_factory(self.lexer_factory(self.symbol_table))
+
+    @base_utils.cached(500)
+    def __call__(self, program):
+        """
+        :type program: str
+        :rtype: rope.base.oi.type_hinting.evaluate.SymbolBase
+        """
+        return self._make_parser().parse(program)
+
+
+compile = Compiler()
+
+
+class Evaluator:
+
+    compile = compile
+
+    def __call__(self, program, pyobject):
+        """Evaluates the program string or AST
+
+        :type program: str or rope.base.oi.type_hinting.evaluate.SymbolBase
+        :rtype: rope.base.pyobjects.PyDefinedObject | rope.base.pyobjects.PyObject or None
+        """
+        ast = self.compile(program) if isinstance(program, str) else program
+        return ast.evaluate(pyobject)
+
+
+evaluate = Evaluator()
diff --git a/venv/lib/python3.8/site-packages/rope/base/oi/type_hinting/factory.py b/venv/lib/python3.8/site-packages/rope/base/oi/type_hinting/factory.py
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+/home/runner/.cache/pip/pool/7b/e5/46/a0d87735bb7678e198f33ed2a810ce55d913a335fbfc3ae920800bfd57
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+/home/runner/.cache/pip/pool/6a/13/c3/ae4d5507f62e2e56203a04a6e8e6baa2ef6f9fb01e41a329d2f3daf9d7
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+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
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new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/type_hinting/providers/composite.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/bc/65/6e/6bedb1db8c838cd42adfe03ef5db9f46637e223e9a27eee17949f3da3e
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new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/type_hinting/providers/docstrings.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c4/de/e9/cd0c7154d9073a86fd22e494287a4db5f00b27f22ac051c18341238719
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diff --git a/venv/lib/python3.8/site-packages/rope/base/oi/type_hinting/providers/inheritance.py b/venv/lib/python3.8/site-packages/rope/base/oi/type_hinting/providers/inheritance.py
new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/type_hinting/providers/inheritance.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0e/f7/30/bb90ee6860f2601b4918279edd8bc1915ed8896de82139101e5d65773d
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new file mode 120000
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b7/6c/43/03ad7eaecb8af1bf6fa0638eebfb6f1cadf98fb6c9b91a7d0cd6476d07
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/type_hinting/providers/numpydocstrings.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fa/8a/f3/1695069b131ec50a555b6242b74940dc2c7cf120ca0d25e4a9495a7730
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/25/07/d6/934b9efec44fec6be470b81ac12529d0ba816b2fb138a2ce0a4bc03e4b
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/rope/base/oi/type_hinting/utils.py b/venv/lib/python3.8/site-packages/rope/base/oi/type_hinting/utils.py
new file mode 100644
index 0000000..b363dfe
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/oi/type_hinting/utils.py
@@ -0,0 +1,153 @@
+import logging
+
+try:
+    from typing import Union, Optional
+except ImportError:
+    pass
+import rope.base.utils as base_utils
+from rope.base.evaluate import ScopeNameFinder
+from rope.base.exceptions import AttributeNotFoundError
+from rope.base.pyobjects import PyClass, PyDefinedObject, PyFunction, PyObject
+from rope.base.utils import pycompat
+
+
+def get_super_func(pyfunc):
+
+    if not isinstance(pyfunc.parent, PyClass):
+        return
+
+    for cls in get_mro(pyfunc.parent)[1:]:
+        try:
+            superfunc = cls.get_attribute(pyfunc.get_name()).get_object()
+        except AttributeNotFoundError:
+            pass
+        else:
+            if isinstance(superfunc, PyFunction):
+                return superfunc
+
+
+def get_super_assignment(pyname):
+    """
+    :type pyname: rope.base.pynamesdef.AssignedName
+    :type: rope.base.pynamesdef.AssignedName
+    """
+    try:
+        pyclass, attr_name = get_class_with_attr_name(pyname)
+    except TypeError:
+        return
+    else:
+        for super_pyclass in get_mro(pyclass)[1:]:
+            if attr_name in super_pyclass:
+                return super_pyclass[attr_name]
+
+
+def get_class_with_attr_name(pyname):
+    """
+    :type pyname: rope.base.pynamesdef.AssignedName
+    :return: rope.base.pyobjectsdef.PyClass, str
+    :rtype: tuple
+    """
+    lineno = get_lineno_for_node(pyname.assignments[0].ast_node)
+    holding_scope = pyname.module.get_scope().get_inner_scope_for_line(lineno)
+    pyobject = holding_scope.pyobject
+    if isinstance(pyobject, PyClass):
+        pyclass = pyobject
+    elif isinstance(pyobject, PyFunction) and isinstance(pyobject.parent, PyClass):
+        pyclass = pyobject.parent
+    else:
+        return
+    for name, attr in pyclass.get_attributes().items():
+        if attr is pyname:
+            return (pyclass, name)
+
+
+def get_lineno_for_node(assign_node):
+    if hasattr(assign_node, "lineno") and assign_node.lineno is not None:
+        return assign_node.lineno
+    return 1
+
+
+def get_mro(pyclass):
+    # FIXME: to use real mro() result
+    class_list = [pyclass]
+    for cls in class_list:
+        for super_cls in cls.get_superclasses():
+            if isinstance(super_cls, PyClass) and super_cls not in class_list:
+                class_list.append(super_cls)
+    return class_list
+
+
+def resolve_type(type_name, pyobject):
+    # type: (str, Union[PyDefinedObject, PyObject]) -> Optional[PyDefinedObject, PyObject]
+    """
+    Find proper type object from its name.
+    """
+    deprecated_aliases = {"collections": "collections.abc"}
+    ret_type = None
+    logging.debug("Looking for %s", type_name)
+    if "." not in type_name:
+        try:
+            ret_type = (
+                pyobject.get_module().get_scope().get_name(type_name).get_object()
+            )
+        except AttributeNotFoundError:
+            logging.exception("Cannot resolve type %s", type_name)
+    else:
+        mod_name, attr_name = type_name.rsplit(".", 1)
+        try:
+            mod_finder = ScopeNameFinder(pyobject.get_module())
+            mod = mod_finder._find_module(mod_name).get_object()
+            ret_type = mod.get_attribute(attr_name).get_object()
+        except AttributeNotFoundError:
+            if mod_name in deprecated_aliases:
+                try:
+                    logging.debug(
+                        "Looking for %s in %s", attr_name, deprecated_aliases[mod_name]
+                    )
+                    mod = mod_finder._find_module(
+                        deprecated_aliases[mod_name]
+                    ).get_object()
+                    ret_type = mod.get_attribute(attr_name).get_object()
+                except AttributeNotFoundError:
+                    logging.exception(
+                        "Cannot resolve type %s in %s", attr_name, dir(mod)
+                    )
+    logging.debug("ret_type = %s", ret_type)
+    return ret_type
+
+
+class ParametrizeType:
+
+    _supported_mapping = {
+        "builtins.list": "rope.base.builtins.get_list",
+        "builtins.tuple": "rope.base.builtins.get_tuple",
+        "builtins.set": "rope.base.builtins.get_set",
+        "builtins.dict": "rope.base.builtins.get_dict",
+        "_collections_abc.Iterable": "rope.base.builtins.get_iterator",
+        "_collections_abc.Iterator": "rope.base.builtins.get_iterator",
+        "collections.abc.Iterable": "rope.base.builtins.get_iterator",  # Python3.3
+        "collections.abc.Iterator": "rope.base.builtins.get_iterator",  # Python3.3
+    }
+
+    def __call__(self, pyobject, *args, **kwargs):
+        """
+        :type pyobject: rope.base.pyobjects.PyObject
+        :rtype: rope.base.pyobjects.PyDefinedObject | rope.base.pyobjects.PyObject or None
+        """
+        type_factory = self._get_type_factory(pyobject)
+        if type_factory:
+            parametrized_type = type_factory(*args, **kwargs)
+            if parametrized_type:
+                return parametrized_type
+        return pyobject
+
+    def _get_type_factory(self, pyobject):
+        type_str = "{}.{}".format(
+            pyobject.get_module().get_name(),
+            pyobject.get_name(),
+        )
+        if type_str in self._supported_mapping:
+            return base_utils.resolve(self._supported_mapping[type_str])
+
+
+parametrize_type = ParametrizeType()
diff --git a/venv/lib/python3.8/site-packages/rope/base/prefs.py b/venv/lib/python3.8/site-packages/rope/base/prefs.py
new file mode 100644
index 0000000..128a5aa
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/prefs.py
@@ -0,0 +1,283 @@
+"""Rope preferences."""
+from dataclasses import asdict, dataclass
+from textwrap import dedent
+from typing import Any, Callable, Dict, List, Optional, Tuple
+
+from packaging.requirements import Requirement
+from pytoolconfig import PyToolConfig, UniversalKey, field
+from pytoolconfig.sources import Source
+
+from rope.base.resources import Folder
+from rope.base.utils import pycompat
+
+
+@dataclass
+class Prefs:
+    """Class to store rope preferences."""
+
+    ignored_resources: List[str] = field(
+        default_factory=lambda: [
+            "*.pyc",
+            "*~",
+            ".ropeproject",
+            ".hg",
+            ".svn",
+            "_svn",
+            ".git",
+            ".tox",
+            ".venv",
+            "venv",
+        ],
+        description=dedent("""
+            Specify which files and folders to ignore in the project.
+            Changes to ignored resources are not added to the history and
+            VCSs.  Also they are not returned in `Project.get_files()`.
+            Note that ``?`` and ``*`` match all characters but slashes.
+            '*.pyc': matches 'test.pyc' and 'pkg/test.pyc'
+            'mod*.pyc': matches 'test/mod1.pyc' but not 'mod/1.pyc'
+            '.svn': matches 'pkg/.svn' and all of its children
+            'build/*.o': matches 'build/lib.o' but not 'build/sub/lib.o'
+            'build//*.o': matches 'build/lib.o' and 'build/sub/lib.o'
+        """),
+    )
+    python_files: List[str] = field(
+        default_factory=lambda: ["*.py"],
+        description=dedent("""
+            Specifies which files should be considered python files.  It is
+            useful when you have scripts inside your project.  Only files
+            ending with ``.py`` are considered to be python files by
+            default.
+        """),
+    )
+    source_folders: List[str] = field(
+        description=dedent("""
+            Custom source folders:  By default rope searches the project
+            for finding source folders (folders that should be searched
+            for finding modules).  You can add paths to that list.  Note
+            that rope guesses project source folders correctly most of the
+            time; use this if you have any problems.
+            The folders should be relative to project root and use '/' for
+            separating folders regardless of the platform rope is running on.
+            'src/my_source_folder' for instance.
+        """),
+        default_factory=lambda: [],
+    )
+    python_path: List[str] = field(
+        default_factory=lambda: [],
+        description="You can extend python path for looking up modules.",
+    )
+    save_objectdb: bool = field(
+        default=False, description="Should rope save object information or not."
+    )
+    compress_objectdb: bool = False
+    automatic_soa: bool = field(
+        True, "If `True`, rope analyzes each module when it is being saved."
+    )
+    soa_followed_calls: int = field(
+        default=0, description="The depth of calls to follow in static object analysis"
+    )
+    perform_doa: bool = field(
+        default=True,
+        description=dedent("""
+            If `False` when running modules or unit tests 'dynamic object analysis' is turned off.
+            This makes them much faster.
+        """),
+    )
+    validate_objectdb: bool = field(
+        default=False,
+        description="Rope can check the validity of its object DB when running.",
+    )
+
+    max_history_items: int = field(default=32, description="How many undos to hold?")
+    save_history: bool = field(
+        default=True, description="Shows whether to save history across sessions."
+    )
+    compress_history: bool = False
+
+    indent_size: int = field(
+        default=4,
+        description=dedent("""
+            Set the number spaces used for indenting.  According to
+            :PEP:`8`, it is best to use 4 spaces.  Since most of rope's
+            unit-tests use 4 spaces it is more reliable, too.
+        """),
+    )
+
+    extension_modules: List[str] = field(
+        default_factory=list,
+        description="""
+Builtin and c-extension modules that are allowed to be imported and inspected by rope.
+        """,
+    )
+
+    import_dynload_stdmods: bool = field(
+        default=True,
+        description="Add all standard c-extensions to extension_modules list.",
+    )
+    ignore_syntax_errors: bool = field(
+        default=False,
+        description=dedent("""
+            If `True` modules with syntax errors are considered to be empty.
+            The default value is `False`; When `False` syntax errors raise
+            `rope.base.exceptions.ModuleSyntaxError` exception.
+        """),
+    )
+
+    ignore_bad_imports: bool = field(
+        default=False,
+        description=dedent("""
+            If `True`, rope ignores unresolvable imports.  Otherwise, they
+            appear in the importing namespace.
+        """),
+    )
+
+    prefer_module_from_imports: bool = field(
+        default=False,
+        description=dedent("""
+            If `True`, rope will insert new module imports as `from <package> import <module>`by default.
+        """),
+    )
+
+    split_imports: bool = field(
+        default=False,
+        description=dedent("""
+            If `True`, rope will transform a comma list of imports into
+            multiple separate import statements when organizing
+            imports.
+        """),
+    )
+
+    pull_imports_to_top: bool = field(
+        default=True,
+        description=dedent("""
+            If `True`, rope will remove all top-level import statements and
+            reinsert them at the top of the module when making changes.
+        """),
+    )
+
+    sort_imports_alphabetically: bool = field(
+        default=False,
+        description=dedent("""
+            If `True`, rope will sort imports alphabetically by module name instead
+            of alphabetically by import statement, with from imports after normal
+            imports.
+        """),
+    )
+    type_hinting_factory: str = field(
+        "rope.base.oi.type_hinting.factory.default_type_hinting_factory",
+        description=dedent("""
+            Location of implementation of
+            rope.base.oi.type_hinting.interfaces.ITypeHintingFactory In general
+            case, you don't have to change this value, unless you're an rope expert.
+            Change this value to inject you own implementations of interfaces
+            listed in module rope.base.oi.type_hinting.providers.interfaces
+            For example, you can add you own providers for Django Models, or disable
+            the search type-hinting in a class hierarchy, etc.
+        """),
+    )
+    project_opened: Optional[Callable] = field(
+        None,
+        description=dedent("""
+            This function is called after opening the project.
+            Can only be set in config.py.
+        """),
+    )
+    py_version: Optional[Tuple[int, int]] = field(
+        default=None,
+        description="Minimum python version to target",
+        universal_config=UniversalKey.min_py_version,
+    )
+    dependencies: Optional[List[Requirement]] = field(
+        default=None, universal_config=UniversalKey.dependencies
+    )
+    callbacks: Dict[str, Callable[[Any], None]] = field(
+        default_factory=lambda: {},
+        description=dedent("""
+            Callbacks run when configuration values are changed.
+            Can only be set in config.py.
+        """),
+    )
+
+    def set(self, key: str, value: Any):
+        """Set the value of `key` preference to `value`."""
+        if key in self.callbacks:
+            self.callbacks[key](value)
+        else:
+            setattr(self, key, value)
+
+    def add(self, key: str, value: Any):
+        """Add an entry to a list preference
+
+        Add `value` to the list of entries for the `key` preference.
+
+        """
+        if getattr(self, key) is None:
+            self[key] = []
+        getattr(self, key).append(value)
+
+    def get(self, key: str, default: Any = None):
+        """Get the value of the key preference"""
+        return getattr(self, key, default)
+
+    def add_callback(self, key: str, callback: Callable):
+        """Add `key` preference with `callback` function
+
+        Whenever `key` is set the callback is called with the
+        given `value` as parameter.
+
+        """
+        self.callbacks[key] = callback
+
+    def __setitem__(self, key: str, value: Any):
+        self.set(key, value)
+
+    def __getitem__(self, key: str):
+        return self.get(key)
+
+
+class _RopeConfigSource(Source):
+    """Custom source for rope config.py files."""
+
+    name: str = "config.py"
+    run_globals: Dict
+
+    def __init__(self, ropefolder: Folder):
+        self.ropefolder = ropefolder
+        self.run_globals = {}
+
+    def _read(self) -> bool:
+        if self.ropefolder is None or not self.ropefolder.has_child("config.py"):
+            return False
+        config = self.ropefolder.get_child("config.py")
+        self.run_globals.update(
+            {
+                "__name__": "__main__",
+                "__builtins__": __builtins__,
+                "__file__": config.real_path,
+            }
+        )
+        pycompat.execfile(config.real_path, self.run_globals)
+        return True
+
+    def parse(self) -> Optional[Dict]:
+        prefs = Prefs()
+        if not self._read():
+            return None
+        if "set_prefs" in self.run_globals:
+            self.run_globals["set_prefs"](prefs)
+        if "project_opened" in self.run_globals:
+            prefs["project_opened"] = self.run_globals["project_opened"]
+        return asdict(prefs)
+
+
+def get_config(root: Folder, ropefolder: Folder) -> PyToolConfig:
+    custom_sources = [_RopeConfigSource(ropefolder)]
+    config = PyToolConfig(
+        "rope",
+        root.pathlib,
+        Prefs,
+        custom_sources=custom_sources,
+        bases=[".ropefolder"],
+        recursive=False,
+    )
+    return config
diff --git a/venv/lib/python3.8/site-packages/rope/base/project.py b/venv/lib/python3.8/site-packages/rope/base/project.py
new file mode 100644
index 0000000..a643dbd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/project.py
@@ -0,0 +1,487 @@
+import os
+import shutil
+import sys
+import warnings
+
+import rope.base.fscommands
+import rope.base.resourceobserver as resourceobserver
+from rope.base import exceptions, history, pycore, taskhandle, utils
+from rope.base.exceptions import ModuleNotFoundError
+from rope.base.prefs import Prefs, get_config
+from rope.base.resources import File, Folder, _ResourceMatcher
+
+try:
+    import cPickle as pickle
+except ImportError:
+    import pickle
+
+
+class _Project:
+    prefs: Prefs
+
+    def __init__(self, fscommands):
+        self.observers = []
+        self.fscommands = fscommands
+        self.prefs = Prefs()
+        self.data_files = _DataFiles(self)
+        self._custom_source_folders = []
+
+    def get_resource(self, resource_name):
+        """Get a resource in a project.
+
+        `resource_name` is the path of a resource in a project.  It is
+        the path of a resource relative to project root.  Project root
+        folder address is an empty string.  If the resource does not
+        exist a `exceptions.ResourceNotFound` exception would be
+        raised.  Use `get_file()` and `get_folder()` when you need to
+        get nonexistent `Resource`.
+
+        """
+        path = self._get_resource_path(resource_name)
+        if not os.path.exists(path):
+            raise exceptions.ResourceNotFoundError(
+                "Resource <%s> does not exist" % resource_name
+            )
+        elif os.path.isfile(path):
+            return File(self, resource_name)
+        elif os.path.isdir(path):
+            return Folder(self, resource_name)
+        else:
+            raise exceptions.ResourceNotFoundError("Unknown resource " + resource_name)
+
+    def get_module(self, name, folder=None):
+        """Returns a `PyObject` if the module was found."""
+        # check if this is a builtin module
+        pymod = self.pycore.builtin_module(name)
+        if pymod is not None:
+            return pymod
+        module = self.find_module(name, folder)
+        if module is None:
+            raise ModuleNotFoundError("Module %s not found" % name)
+        return self.pycore.resource_to_pyobject(module)
+
+    def get_python_path_folders(self):
+        result = []
+        for src in self.prefs.get("python_path", []) + sys.path:
+            try:
+                src_folder = get_no_project().get_resource(src)
+                result.append(src_folder)
+            except exceptions.ResourceNotFoundError:
+                pass
+        return result
+
+    # INFO: It was decided not to cache source folders, since:
+    #  - Does not take much time when the root folder contains
+    #    packages, that is most of the time
+    #  - We need a separate resource observer; `self.observer`
+    #    does not get notified about module and folder creations
+    def get_source_folders(self):
+        """Returns project source folders"""
+        if self.root is None:
+            return []
+        result = list(self._custom_source_folders)
+        result.extend(self.pycore._find_source_folders(self.root))
+        return result
+
+    def validate(self, folder):
+        """Validate files and folders contained in this folder
+
+        It validates all of the files and folders contained in this
+        folder if some observers are interested in them.
+
+        """
+        for observer in list(self.observers):
+            observer.validate(folder)
+
+    def add_observer(self, observer):
+        """Register a `ResourceObserver`
+
+        See `FilteredResourceObserver`.
+        """
+        self.observers.append(observer)
+
+    def remove_observer(self, observer):
+        """Remove a registered `ResourceObserver`"""
+        if observer in self.observers:
+            self.observers.remove(observer)
+
+    def do(self, changes, task_handle=taskhandle.NullTaskHandle()):
+        """Apply the changes in a `ChangeSet`
+
+        Most of the time you call this function for committing the
+        changes for a refactoring.
+        """
+        self.history.do(changes, task_handle=task_handle)
+
+    def get_pymodule(self, resource, force_errors=False):
+        return self.pycore.resource_to_pyobject(resource, force_errors)
+
+    def get_pycore(self):
+        return self.pycore
+
+    def get_file(self, path):
+        """Get the file with `path` (it may not exist)"""
+        return File(self, path)
+
+    def get_folder(self, path):
+        """Get the folder with `path` (it may not exist)"""
+        return Folder(self, path)
+
+    def get_prefs(self):
+        return self.prefs
+
+    def get_relative_module(self, name, folder, level):
+        module = self.find_relative_module(name, folder, level)
+        if module is None:
+            raise ModuleNotFoundError("Module %s not found" % name)
+        return self.pycore.resource_to_pyobject(module)
+
+    def find_module(self, modname, folder=None):
+        """Returns a resource corresponding to the given module
+
+        returns None if it can not be found
+        """
+        for src in self.get_source_folders():
+            module = _find_module_in_folder(src, modname)
+            if module is not None:
+                return module
+        for src in self.get_python_path_folders():
+            module = _find_module_in_folder(src, modname)
+            if module is not None:
+                return module
+        if folder is not None:
+            module = _find_module_in_folder(folder, modname)
+            if module is not None:
+                return module
+        return None
+
+    def find_relative_module(self, modname, folder, level):
+        for i in range(level - 1):
+            folder = folder.parent
+        if modname == "":
+            return folder
+        else:
+            return _find_module_in_folder(folder, modname)
+
+    def is_ignored(self, resource):
+        return False
+
+    def _get_resource_path(self, name):
+        pass
+
+    @property
+    @utils.saveit
+    def history(self):
+        return history.History(self)
+
+    @property
+    @utils.saveit
+    def pycore(self):
+        return pycore.PyCore(self)
+
+    def close(self):
+        warnings.warn("Cannot close a NoProject", DeprecationWarning, stacklevel=2)
+
+    ropefolder = None
+
+
+class Project(_Project):
+    """A Project containing files and folders"""
+
+    def __init__(
+        self, projectroot, fscommands=None, ropefolder=".ropeproject", **prefs
+    ):
+        """A rope project
+
+        :parameters:
+            - `projectroot`: The address of the root folder of the project
+            - `fscommands`: Implements the file system operations used
+              by rope; have a look at `rope.base.fscommands`
+            - `ropefolder`: The name of the folder in which rope stores
+              project configurations and data.  Pass `None` for not using
+              such a folder at all.
+            - `prefs`: Specify project preferences.  These values
+              overwrite config file preferences.
+
+        """
+        if projectroot != "/":
+            projectroot = _realpath(projectroot).rstrip("/\\")
+        self._address = projectroot
+        self._ropefolder_name = ropefolder
+        if not os.path.exists(self._address):
+            os.mkdir(self._address)
+        elif not os.path.isdir(self._address):
+            raise exceptions.RopeError("Project root exists and" " is not a directory")
+        if fscommands is None:
+            fscommands = rope.base.fscommands.create_fscommands(self._address)
+        super().__init__(fscommands)
+        self.ignored = _ResourceMatcher()
+        self.file_list = _FileListCacher(self)
+        self._init_prefs(prefs)
+        if ropefolder is not None:
+            self.prefs.add("ignored_resources", ropefolder)
+        self._init_source_folders()
+
+    def __repr__(self):
+        return '<{}.{} "{}">'.format(
+            self.__class__.__module__,
+            self.__class__.__name__,
+            self.address,
+        )
+
+    @utils.deprecated("Delete once deprecated functions are gone")
+    def _init_source_folders(self):
+        for path in self.prefs.get("source_folders", []):
+            folder = self.get_resource(path)
+            self._custom_source_folders.append(folder)
+
+    def get_files(self):
+        return self.file_list.get_files()
+
+    def get_python_files(self):
+        """Returns all python files available in the project"""
+        return [
+            resource
+            for resource in self.get_files()
+            if self.pycore.is_python_file(resource)
+        ]
+
+    def _get_resource_path(self, name):
+        return os.path.join(self._address, *name.split("/"))
+
+    def _init_ropefolder(self):
+        if self.ropefolder is not None:
+            if not self.ropefolder.exists():
+                self._create_recursively(self.ropefolder)
+
+    def _create_recursively(self, folder):
+        if folder.parent != self.root and not folder.parent.exists():
+            self._create_recursively(folder.parent)
+        folder.create()
+
+    def _init_prefs(self, prefs):
+        config = get_config(self.root, self.ropefolder).parse()
+        self.prefs = config
+        self.prefs.add_callback("ignored_resources", self.ignored.set_patterns)
+        self.ignored.set_patterns(self.prefs.ignored_resources)
+        for key, value in prefs.items():
+            self.prefs.set(key, value)
+        self._init_other_parts()
+        self._init_ropefolder()
+        if config.project_opened:
+            config.project_opened(self)
+
+    def _init_other_parts(self):
+        # Forcing the creation of `self.pycore` to register observers
+        self.pycore
+
+    def is_ignored(self, resource):
+        return self.ignored.does_match(resource)
+
+    def sync(self):
+        """Closes project open resources"""
+        self.close()
+
+    def close(self):
+        """Closes project open resources"""
+        self.data_files.write()
+
+    def set(self, key, value):
+        """Set the `key` preference to `value`"""
+        self.prefs.set(key, value)
+
+    @property
+    def ropefolder(self):
+        if self._ropefolder_name is not None:
+            return self.get_folder(self._ropefolder_name)
+
+    def validate(self, folder=None):
+        if folder is None:
+            folder = self.root
+        super().validate(folder)
+
+    root = property(lambda self: self.get_resource(""))
+    address = property(lambda self: self._address)
+
+
+class NoProject(_Project):
+    """A null object for holding out of project files.
+
+    This class is singleton use `get_no_project` global function
+    """
+
+    def __init__(self):
+        fscommands = rope.base.fscommands.FileSystemCommands()
+        super().__init__(fscommands)
+
+    def _get_resource_path(self, name):
+        real_name = name.replace("/", os.path.sep)
+        return _realpath(real_name)
+
+    def get_resource(self, name):
+        universal_name = _realpath(name).replace(os.path.sep, "/")
+        return super().get_resource(universal_name)
+
+    def get_files(self):
+        return []
+
+    def get_python_files(self):
+        return []
+
+    _no_project = None
+
+
+def get_no_project():
+    if NoProject._no_project is None:
+        NoProject._no_project = NoProject()
+    return NoProject._no_project
+
+
+class _FileListCacher:
+    def __init__(self, project):
+        self.project = project
+        self.files = None
+        rawobserver = resourceobserver.ResourceObserver(
+            self._changed, self._invalid, self._invalid, self._invalid, self._invalid
+        )
+        self.project.add_observer(rawobserver)
+
+    def get_files(self):
+        if self.files is None:
+            self.files = set()
+            self._add_files(self.project.root)
+        return self.files
+
+    def _add_files(self, folder):
+        for child in folder.get_children():
+            if child.is_folder():
+                self._add_files(child)
+            elif not self.project.is_ignored(child):
+                self.files.add(child)
+
+    def _changed(self, resource):
+        if resource.is_folder():
+            self.files = None
+
+    def _invalid(self, resource, new_resource=None):
+        self.files = None
+
+
+class _DataFiles:
+    def __init__(self, project):
+        self.project = project
+        self.hooks = []
+
+    def read_data(self, name, compress=False, import_=False):
+        if self.project.ropefolder is None:
+            return None
+        compress = compress and self._can_compress()
+        opener = self._get_opener(compress)
+        file = self._get_file(name, compress)
+        if not compress and import_:
+            self._import_old_files(name)
+        if file.exists():
+            input = opener(file.real_path, "rb")
+            try:
+                result = []
+                try:
+                    while True:
+                        result.append(pickle.load(input))
+                except EOFError:
+                    pass
+                if len(result) == 1:
+                    return result[0]
+                if len(result) > 1:
+                    return result
+            finally:
+                input.close()
+
+    def write_data(self, name, data, compress=False):
+        if self.project.ropefolder is not None:
+            compress = compress and self._can_compress()
+            file = self._get_file(name, compress)
+            opener = self._get_opener(compress)
+            output = opener(file.real_path, "wb")
+            try:
+                pickle.dump(data, output, 2)
+            finally:
+                output.close()
+
+    def add_write_hook(self, hook):
+        self.hooks.append(hook)
+
+    def write(self):
+        for hook in self.hooks:
+            hook()
+
+    def _can_compress(self):
+        try:
+            import gzip  # noqa
+
+            return True
+        except ImportError:
+            return False
+
+    def _import_old_files(self, name):
+        old = self._get_file(name + ".pickle", False)
+        new = self._get_file(name, False)
+        if old.exists() and not new.exists():
+            shutil.move(old.real_path, new.real_path)
+
+    def _get_opener(self, compress):
+        if compress:
+            try:
+                import gzip
+
+                return gzip.open
+            except ImportError:
+                pass
+        return open
+
+    def _get_file(self, name, compress):
+        path = self.project.ropefolder.path + "/" + name
+        if compress:
+            path += ".gz"
+        return self.project.get_file(path)
+
+
+def _realpath(path):
+    """Return the real path of `path`
+
+    Is equivalent to ``realpath(abspath(expanduser(path)))``.
+
+    Of the particular notice is the hack dealing with the unfortunate
+    situation of running native-Windows python (os.name == 'nt') inside
+    of Cygwin (abspath starts with '/'), which apparently normal
+    os.path.realpath completely messes up.
+
+    """
+    # there is a bug in cygwin for os.path.abspath() for abs paths
+    if sys.platform == "cygwin":
+        if path[1:3] == ":\\":
+            return path
+        elif path[1:3] == ":/":
+            path = "/cygdrive/" + path[0] + path[2:]
+        return os.path.abspath(os.path.expanduser(path))
+    return os.path.realpath(os.path.abspath(os.path.expanduser(path)))
+
+
+def _find_module_in_folder(folder, modname):
+    module = folder
+    packages = modname.split(".")
+    for pkg in packages[:-1]:
+        if module.is_folder() and module.has_child(pkg):
+            module = module.get_child(pkg)
+        else:
+            return None
+    if module.is_folder():
+        if (
+            module.has_child(packages[-1])
+            and module.get_child(packages[-1]).is_folder()
+        ):
+            return module.get_child(packages[-1])
+        elif (
+            module.has_child(packages[-1] + ".py")
+            and not module.get_child(packages[-1] + ".py").is_folder()
+        ):
+            return module.get_child(packages[-1] + ".py")
diff --git a/venv/lib/python3.8/site-packages/rope/base/pycore.py b/venv/lib/python3.8/site-packages/rope/base/pycore.py
new file mode 120000
index 0000000..eb50a5e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/pycore.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/81/95/c1/4d6e882434f0eda50d039d157262505a75b724e19f22b5c0d4f041eb65
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/base/pynames.py b/venv/lib/python3.8/site-packages/rope/base/pynames.py
new file mode 120000
index 0000000..aca3742
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/pynames.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/85/9b/e0/f229537ad6b325db5750b4aa679a9731159602991a1251de93ed54c690
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/base/pynamesdef.py b/venv/lib/python3.8/site-packages/rope/base/pynamesdef.py
new file mode 120000
index 0000000..45cabde
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/pynamesdef.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/88/f3/53/2559f8e73521ee4b810cfef8ad9a097e41711ecbb18e583a12db5d0c56
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/base/pyobjects.py b/venv/lib/python3.8/site-packages/rope/base/pyobjects.py
new file mode 100644
index 0000000..f0929e9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/pyobjects.py
@@ -0,0 +1,326 @@
+from rope.base.fscommands import _decode_data
+from rope.base import ast, exceptions, utils
+
+
+class PyObject:
+    def __init__(self, type_):
+        if type_ is None:
+            type_ = self
+        self.type = type_
+
+    def get_attributes(self):
+        if self.type is self:
+            return {}
+        return self.type.get_attributes()
+
+    def get_attribute(self, name):
+        if name not in self.get_attributes():
+            raise exceptions.AttributeNotFoundError("Attribute %s not found" % name)
+        return self.get_attributes()[name]
+
+    def get_type(self):
+        return self.type
+
+    def __getitem__(self, key):
+        """The same as ``get_attribute(key)``"""
+        return self.get_attribute(key)
+
+    def __contains__(self, key):
+        """The same as ``key in self.get_attributes()``"""
+        return key in self.get_attributes()
+
+    def __eq__(self, obj):
+        """Check the equality of two `PyObject`
+
+        Currently it is assumed that instances (the direct instances
+        of `PyObject`, not the instances of its subclasses) are equal
+        if their types are equal.  For every other object like
+        defineds or builtins rope assumes objects are reference
+        objects and their identities should match.
+
+        """
+        if self.__class__ != obj.__class__:
+            return False
+        if type(self) == PyObject:
+            if self is not self.type:
+                return self.type == obj.type
+            else:
+                return self.type is obj.type
+        return self is obj
+
+    def __ne__(self, obj):
+        return not self.__eq__(obj)
+
+    def __hash__(self):
+        """See docs for `__eq__()` method"""
+        if type(self) == PyObject and self != self.type:
+            return hash(self.type) + 1
+        else:
+            return super().__hash__()
+
+    def __iter__(self):
+        """The same as ``iter(self.get_attributes())``"""
+        return iter(self.get_attributes())
+
+    _types = None
+    _unknown = None
+
+    @staticmethod
+    def _get_base_type(name):
+        if PyObject._types is None:
+            PyObject._types = {}
+            base_type = PyObject(None)
+            PyObject._types["Type"] = base_type
+            PyObject._types["Module"] = PyObject(base_type)
+            PyObject._types["Function"] = PyObject(base_type)
+            PyObject._types["Unknown"] = PyObject(base_type)
+        return PyObject._types[name]
+
+
+def get_base_type(name):
+    """Return the base type with name `name`.
+
+    The base types are 'Type', 'Function', 'Module' and 'Unknown'.  It
+    was used to check the type of a `PyObject` but currently its use
+    is discouraged.  Use classes defined in this module instead.
+    For example instead of
+    ``pyobject.get_type() == get_base_type('Function')`` use
+    ``isinstance(pyobject, AbstractFunction)``.
+
+    You can use `AbstractClass` for classes, `AbstractFunction` for
+    functions, and `AbstractModule` for modules.  You can also use
+    `PyFunction` and `PyClass` for testing if an object is
+    defined somewhere and rope can access its source.  These classes
+    provide more methods.
+
+    """
+    return PyObject._get_base_type(name)
+
+
+def get_unknown():
+    """Return a pyobject whose type is unknown
+
+    Note that two unknown objects are equal.  So for example you can
+    write::
+
+      if pyname.get_object() == get_unknown():
+          print('cannot determine what this pyname holds')
+
+    Rope could have used `None` for indicating unknown objects but
+    we had to check that in many places.  So actually this method
+    returns a null object.
+
+    """
+    if PyObject._unknown is None:
+        PyObject._unknown = PyObject(get_base_type("Unknown"))
+    return PyObject._unknown
+
+
+class AbstractClass(PyObject):
+    def __init__(self):
+        super().__init__(get_base_type("Type"))
+
+    def get_name(self):
+        pass
+
+    def get_doc(self):
+        pass
+
+    def get_superclasses(self):
+        return []
+
+
+class AbstractFunction(PyObject):
+    def __init__(self):
+        super().__init__(get_base_type("Function"))
+
+    def get_name(self):
+        pass
+
+    def get_doc(self):
+        pass
+
+    def get_param_names(self, special_args=True):
+        return []
+
+    def get_returned_object(self, args):
+        return get_unknown()
+
+
+class AbstractModule(PyObject):
+    def __init__(self, doc=None):
+        super().__init__(get_base_type("Module"))
+
+    def get_doc(self):
+        pass
+
+    def get_resource(self):
+        pass
+
+
+class PyDefinedObject:
+    """Python defined names that rope can access their sources"""
+
+    def __init__(self, pycore, ast_node, parent):
+        self.pycore = pycore
+        self.ast_node = ast_node
+        self.scope = None
+        self.parent = parent
+        self.structural_attributes = None
+        self.concluded_attributes = self.get_module()._get_concluded_data()
+        self.attributes = self.get_module()._get_concluded_data()
+        self.defineds = None
+
+    def __repr__(self):
+        return '<{}.{} "{}" at {}>'.format(
+            self.__class__.__module__,
+            self.__class__.__name__,
+            self.absolute_name,
+            hex(id(self)),
+        )
+
+    @property
+    def absolute_name(self):
+        obj_name = self.get_name()
+        return self.get_module().get_name() + ("::" + obj_name if obj_name else "")
+
+    visitor_class = None
+
+    @utils.prevent_recursion(lambda: {})
+    def _get_structural_attributes(self):
+        if self.structural_attributes is None:
+            self.structural_attributes = self._create_structural_attributes()
+        return self.structural_attributes
+
+    @utils.prevent_recursion(lambda: {})
+    def _get_concluded_attributes(self):
+        if self.concluded_attributes.get() is None:
+            self._get_structural_attributes()
+            self.concluded_attributes.set(self._create_concluded_attributes())
+        return self.concluded_attributes.get()
+
+    def get_attributes(self):
+        if self.attributes.get() is None:
+            result = dict(self._get_concluded_attributes())
+            result.update(self._get_structural_attributes())
+            self.attributes.set(result)
+        return self.attributes.get()
+
+    def get_attribute(self, name):
+        if name in self._get_structural_attributes():
+            return self._get_structural_attributes()[name]
+        if name in self._get_concluded_attributes():
+            return self._get_concluded_attributes()[name]
+        raise exceptions.AttributeNotFoundError("Attribute %s not found" % name)
+
+    def get_scope(self):
+        if self.scope is None:
+            self.scope = self._create_scope()
+        return self.scope
+
+    def get_module(self):
+        current_object = self
+        while current_object.parent is not None:
+            current_object = current_object.parent
+        return current_object
+
+    def get_doc(self):
+        if len(self.get_ast().body) > 0:
+            expr = self.get_ast().body[0]
+            if isinstance(expr, ast.Expr) and isinstance(expr.value, ast.Str):
+                docstring = expr.value.s
+                coding = self.get_module().coding
+                return _decode_data(docstring, coding)
+
+    def _get_defined_objects(self):
+        if self.defineds is None:
+            self._get_structural_attributes()
+        return self.defineds
+
+    def _create_structural_attributes(self):
+        if self.visitor_class is None:
+            return {}
+        new_visitor = self.visitor_class(self.pycore, self)
+        for child in ast.get_child_nodes(self.ast_node):
+            ast.walk(child, new_visitor)
+        self.defineds = new_visitor.defineds
+        return new_visitor.names
+
+    def _create_concluded_attributes(self):
+        return {}
+
+    def get_ast(self):
+        return self.ast_node
+
+    def _create_scope(self):
+        pass
+
+
+class PyFunction(PyDefinedObject, AbstractFunction):
+    """Only a placeholder"""
+
+
+class PyComprehension(PyDefinedObject, PyObject):
+    """Only a placeholder"""
+
+    def get_name(self):
+        return "<comprehension>"
+
+
+class PyClass(PyDefinedObject, AbstractClass):
+    """Only a placeholder"""
+
+
+class _ConcludedData:
+    def __init__(self):
+        self.data_ = None
+
+    def set(self, data):
+        self.data_ = data
+
+    def get(self):
+        return self.data_
+
+    data = property(get, set)
+
+    def _invalidate(self):
+        self.data = None
+
+    def __str__(self):
+        return "<" + str(self.data) + ">"
+
+
+class _PyModule(PyDefinedObject, AbstractModule):
+    def __init__(self, pycore, ast_node, resource):
+        self.resource = resource
+        self.concluded_data = []
+        AbstractModule.__init__(self)
+        PyDefinedObject.__init__(self, pycore, ast_node, None)
+
+    @property
+    def absolute_name(self) -> str:
+        return self.get_name()
+
+    def _get_concluded_data(self):
+        new_data = _ConcludedData()
+        self.concluded_data.append(new_data)
+        return new_data
+
+    def _forget_concluded_data(self):
+        for data in self.concluded_data:
+            data._invalidate()
+
+    def get_resource(self):
+        return self.resource
+
+
+class PyModule(_PyModule):
+    """Only a placeholder"""
+
+
+class PyPackage(_PyModule):
+    """Only a placeholder"""
+
+
+class IsBeingInferredError(exceptions.RopeError):
+    pass
diff --git a/venv/lib/python3.8/site-packages/rope/base/pyobjectsdef.py b/venv/lib/python3.8/site-packages/rope/base/pyobjectsdef.py
new file mode 100644
index 0000000..2ab3019
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/pyobjectsdef.py
@@ -0,0 +1,683 @@
+from rope.base.pynames import DefinedName
+import rope.base.builtins
+import rope.base.codeanalyze
+import rope.base.evaluate
+import rope.base.libutils
+import rope.base.oi.soi
+import rope.base.pyscopes
+from rope.base import (
+    pynamesdef as pynames,
+    exceptions,
+    ast,
+    astutils,
+    pyobjects,
+    fscommands,
+    arguments,
+    utils,
+)
+from rope.base.utils import pycompat
+
+try:
+    unicode
+except NameError:
+    unicode = str
+
+
+class PyFunction(pyobjects.PyFunction):
+    def __init__(self, pycore, ast_node, parent):
+        rope.base.pyobjects.AbstractFunction.__init__(self)
+        rope.base.pyobjects.PyDefinedObject.__init__(self, pycore, ast_node, parent)
+        self.arguments = self.ast_node.args
+        self.parameter_pyobjects = pynames._Inferred(
+            self._infer_parameters, self.get_module()._get_concluded_data()
+        )
+        self.returned = pynames._Inferred(self._infer_returned)
+        self.parameter_pynames = None
+
+    def _create_structural_attributes(self):
+        return {}
+
+    def _create_concluded_attributes(self):
+        return {}
+
+    def _create_scope(self):
+        return rope.base.pyscopes.FunctionScope(self.pycore, self, _FunctionVisitor)
+
+    def _infer_parameters(self):
+        pyobjects = rope.base.oi.soi.infer_parameter_objects(self)
+        self._handle_special_args(pyobjects)
+        return pyobjects
+
+    def _infer_returned(self, args=None):
+        return rope.base.oi.soi.infer_returned_object(self, args)
+
+    def _handle_special_args(self, pyobjects):
+        if len(pyobjects) == len(self.arguments.args):
+            if self.arguments.vararg:
+                pyobjects.append(rope.base.builtins.get_list())
+            if self.arguments.kwarg:
+                pyobjects.append(rope.base.builtins.get_dict())
+
+    def _set_parameter_pyobjects(self, pyobjects):
+        if pyobjects is not None:
+            self._handle_special_args(pyobjects)
+        self.parameter_pyobjects.set(pyobjects)
+
+    def get_parameters(self):
+        if self.parameter_pynames is None:
+            result = {}
+            for index, name in enumerate(self.get_param_names()):
+                # TODO: handle tuple parameters
+                result[name] = pynames.ParameterName(self, index)
+            self.parameter_pynames = result
+        return self.parameter_pynames
+
+    def get_parameter(self, index):
+        if index < len(self.parameter_pyobjects.get()):
+            return self.parameter_pyobjects.get()[index]
+
+    def get_returned_object(self, args):
+        return self.returned.get(args)
+
+    def get_name(self):
+        return self.get_ast().name
+
+    def get_param_names(self, special_args=True):
+        # TODO: handle tuple parameters
+        result = [
+            pycompat.get_ast_arg_arg(node)
+            for node in self.arguments.args
+            if isinstance(node, pycompat.ast_arg_type)
+        ]
+        if special_args:
+            if self.arguments.vararg:
+                result.append(pycompat.get_ast_arg_arg(self.arguments.vararg))
+            if self.arguments.kwarg:
+                result.append(pycompat.get_ast_arg_arg(self.arguments.kwarg))
+        return result
+
+    def get_kind(self):
+        """Get function type
+
+        It returns one of 'function', 'method', 'staticmethod' or
+        'classmethod' strs.
+
+        """
+        scope = self.parent.get_scope()
+        if isinstance(self.parent, PyClass):
+            for decorator in self.decorators:
+                pyname = rope.base.evaluate.eval_node(scope, decorator)
+                if pyname == rope.base.builtins.builtins["staticmethod"]:
+                    return "staticmethod"
+                if pyname == rope.base.builtins.builtins["classmethod"]:
+                    return "classmethod"
+            return "method"
+        return "function"
+
+    @property
+    def decorators(self):
+        try:
+            return getattr(self.ast_node, "decorator_list")
+        except AttributeError:
+            return getattr(self.ast_node, "decorators", None)
+
+
+class PyComprehension(pyobjects.PyComprehension):
+    def __init__(self, pycore, ast_node, parent):
+        self.visitor_class = _ComprehensionVisitor
+        rope.base.pyobjects.PyObject.__init__(self, type_="Comp")
+        rope.base.pyobjects.PyDefinedObject.__init__(self, pycore, ast_node, parent)
+
+    def _create_scope(self):
+        return rope.base.pyscopes.ComprehensionScope(
+            self.pycore, self, _ComprehensionVisitor
+        )
+
+    def get_kind(self):
+        return "Comprehension"
+
+
+class PyClass(pyobjects.PyClass):
+    def __init__(self, pycore, ast_node, parent):
+        self.visitor_class = _ClassVisitor
+        rope.base.pyobjects.AbstractClass.__init__(self)
+        rope.base.pyobjects.PyDefinedObject.__init__(self, pycore, ast_node, parent)
+        self.parent = parent
+        self._superclasses = self.get_module()._get_concluded_data()
+
+    def get_superclasses(self):
+        if self._superclasses.get() is None:
+            self._superclasses.set(self._get_bases())
+        return self._superclasses.get()
+
+    def get_name(self):
+        return self.get_ast().name
+
+    def _create_concluded_attributes(self):
+        result = {}
+        for base in reversed(self.get_superclasses()):
+            result.update(base.get_attributes())
+        return result
+
+    def _get_bases(self):
+        result = []
+        for base_name in self.ast_node.bases:
+            base = rope.base.evaluate.eval_node(self.parent.get_scope(), base_name)
+            if (
+                base is not None
+                and base.get_object().get_type()
+                == rope.base.pyobjects.get_base_type("Type")
+            ):
+                result.append(base.get_object())
+        return result
+
+    def _create_scope(self):
+        return rope.base.pyscopes.ClassScope(self.pycore, self)
+
+
+class PyModule(pyobjects.PyModule):
+    def __init__(self, pycore, source=None, resource=None, force_errors=False):
+        ignore = pycore.project.prefs.get("ignore_syntax_errors", False)
+        syntax_errors = force_errors or not ignore
+        self.has_errors = False
+        try:
+            source, node = self._init_source(pycore, source, resource)
+        except exceptions.ModuleSyntaxError:
+            self.has_errors = True
+            if syntax_errors:
+                raise
+            else:
+                source = "\n"
+                node = ast.parse("\n")
+        self.source_code = source
+        self.star_imports = []
+        self.visitor_class = _GlobalVisitor
+        self.coding = fscommands.read_str_coding(self.source_code)
+        super().__init__(pycore, node, resource)
+
+    def _init_source(self, pycore, source_code, resource):
+        filename = "string"
+        if resource:
+            filename = resource.path
+        try:
+            if source_code is None:
+                source_bytes = resource.read_bytes()
+                source_code, _ = fscommands.file_data_to_unicode(source_bytes)
+            else:
+                if isinstance(source_code, unicode):
+                    source_bytes = fscommands.unicode_to_file_data(source_code)
+                else:
+                    source_bytes = source_code
+            ast_node = ast.parse(source_bytes, filename=filename)
+        except SyntaxError as e:
+            raise exceptions.ModuleSyntaxError(filename, e.lineno, e.msg)
+        except UnicodeDecodeError as e:
+            raise exceptions.ModuleSyntaxError(filename, 1, "%s" % (e.reason))
+        return source_code, ast_node
+
+    @utils.prevent_recursion(lambda: {})
+    def _create_concluded_attributes(self):
+        result = {}
+        for star_import in self.star_imports:
+            result.update(star_import.get_names())
+        return result
+
+    def _create_scope(self):
+        return rope.base.pyscopes.GlobalScope(self.pycore, self)
+
+    @property
+    @utils.saveit
+    def lines(self):
+        """A `SourceLinesAdapter`"""
+        return rope.base.codeanalyze.SourceLinesAdapter(self.source_code)
+
+    @property
+    @utils.saveit
+    def logical_lines(self):
+        """A `LogicalLinesFinder`"""
+        return rope.base.codeanalyze.CachingLogicalLineFinder(self.lines)
+
+    def get_name(self):
+        return rope.base.libutils.modname(self.resource) if self.resource else ""
+
+
+class PyPackage(pyobjects.PyPackage):
+    def __init__(self, pycore, resource=None, force_errors=False):
+        self.resource = resource
+        init_dot_py = self._get_init_dot_py()
+        if init_dot_py is not None:
+            ast_node = pycore.project.get_pymodule(
+                init_dot_py, force_errors=force_errors
+            ).get_ast()
+        else:
+            ast_node = ast.parse("\n")
+        super().__init__(pycore, ast_node, resource)
+
+    def _create_structural_attributes(self):
+        result = {}
+        modname = rope.base.libutils.modname(self.resource)
+        extension_submodules = self.pycore._builtin_submodules(modname)
+        for name, module in extension_submodules.items():
+            result[name] = rope.base.builtins.BuiltinName(module)
+        if self.resource is None:
+            return result
+        for name, resource in self._get_child_resources().items():
+            result[name] = pynames.ImportedModule(self, resource=resource)
+        return result
+
+    def _create_concluded_attributes(self):
+        result = {}
+        init_dot_py = self._get_init_dot_py()
+        if init_dot_py:
+            init_object = self.pycore.project.get_pymodule(init_dot_py)
+            result.update(init_object.get_attributes())
+        return result
+
+    def _get_child_resources(self):
+        result = {}
+        for child in self.resource.get_children():
+            if child.is_folder():
+                result[child.name] = child
+            elif child.name.endswith(".py") and child.name != "__init__.py":
+                name = child.name[:-3]
+                result[name] = child
+        return result
+
+    def _get_init_dot_py(self):
+        if self.resource is not None and self.resource.has_child("__init__.py"):
+            return self.resource.get_child("__init__.py")
+        else:
+            return None
+
+    def _create_scope(self):
+        return self.get_module().get_scope()
+
+    def get_module(self):
+        init_dot_py = self._get_init_dot_py()
+        if init_dot_py:
+            return self.pycore.project.get_pymodule(init_dot_py)
+        return self
+
+    def get_name(self):
+        return rope.base.libutils.modname(self.resource) if self.resource else ""
+
+
+class _AnnAssignVisitor:
+    def __init__(self, scope_visitor):
+        self.scope_visitor = scope_visitor
+        self.assigned_ast = None
+        self.type_hint = None
+
+    def _AnnAssign(self, node):
+        self.assigned_ast = node.value
+        self.type_hint = node.annotation
+
+        ast.walk(node.target, self)
+
+    def _assigned(self, name, assignment=None):
+        self.scope_visitor._assigned(name, assignment)
+
+    def _Name(self, node):
+        assignment = pynames.AssignmentValue(
+            self.assigned_ast, assign_type=True, type_hint=self.type_hint
+        )
+        self._assigned(node.id, assignment)
+
+    def _Tuple(self, node):
+        names = astutils.get_name_levels(node)
+        for name, levels in names:
+            assignment = None
+            if self.assigned_ast is not None:
+                assignment = pynames.AssignmentValue(self.assigned_ast, levels)
+            self._assigned(name, assignment)
+
+    def _Annotation(self, node):
+        pass
+
+    def _Attribute(self, node):
+        pass
+
+    def _Subscript(self, node):
+        pass
+
+    def _Slice(self, node):
+        pass
+
+
+class _ExpressionVisitor:
+    def __init__(self, scope_visitor):
+        self.scope_visitor = scope_visitor
+
+    def _assigned(self, name, assignment=None):
+        self.scope_visitor._assigned(name, assignment)
+
+    def _GeneratorExp(self, node):
+        list_comp = PyComprehension(
+            self.scope_visitor.pycore, node, self.scope_visitor.owner_object
+        )
+        self.scope_visitor.defineds.append(list_comp)
+
+    def _SetComp(self, node):
+        self._GeneratorExp(node)
+
+    def _ListComp(self, node):
+        self._GeneratorExp(node)
+
+    def _DictComp(self, node):
+        self._GeneratorExp(node)
+
+    def _NamedExpr(self, node):
+        ast.walk(node.target, _AssignVisitor(self))
+        ast.walk(node.value, self)
+
+
+class _AssignVisitor:
+    def __init__(self, scope_visitor):
+        self.scope_visitor = scope_visitor
+        self.assigned_ast = None
+
+    def _Assign(self, node):
+        self.assigned_ast = node.value
+        for child_node in node.targets:
+            ast.walk(child_node, self)
+        ast.walk(node.value, _ExpressionVisitor(self.scope_visitor))
+
+    def _assigned(self, name, assignment=None):
+        self.scope_visitor._assigned(name, assignment)
+
+    def _Name(self, node):
+        assignment = None
+        if self.assigned_ast is not None:
+            assignment = pynames.AssignmentValue(self.assigned_ast)
+        self._assigned(node.id, assignment)
+
+    def _Tuple(self, node):
+        names = astutils.get_name_levels(node)
+        for name, levels in names:
+            assignment = None
+            if self.assigned_ast is not None:
+                assignment = pynames.AssignmentValue(self.assigned_ast, levels)
+            self._assigned(name, assignment)
+
+    def _Attribute(self, node):
+        pass
+
+    def _Subscript(self, node):
+        pass
+
+    def _Slice(self, node):
+        pass
+
+
+class _ScopeVisitor(_ExpressionVisitor):
+    def __init__(self, pycore, owner_object):
+        _ExpressionVisitor.__init__(self, scope_visitor=self)
+        self.pycore = pycore
+        self.owner_object = owner_object
+        self.names = {}
+        self.defineds = []
+
+    def get_module(self):
+        if self.owner_object is not None:
+            return self.owner_object.get_module()
+        else:
+            return None
+
+    def _ClassDef(self, node):
+        pyclass = PyClass(self.pycore, node, self.owner_object)
+        self.names[node.name] = pynames.DefinedName(pyclass)
+        self.defineds.append(pyclass)
+
+    def _FunctionDef(self, node):
+        pyfunction = PyFunction(self.pycore, node, self.owner_object)
+        for decorator in pyfunction.decorators:
+            if isinstance(decorator, ast.Name) and decorator.id == "property":
+                if isinstance(self, _ClassVisitor):
+                    type_ = rope.base.builtins.Property(pyfunction)
+                    arg = pynames.UnboundName(
+                        rope.base.pyobjects.PyObject(self.owner_object)
+                    )
+
+                    def _eval(type_=type_, arg=arg):
+                        return type_.get_property_object(
+                            arguments.ObjectArguments([arg])
+                        )
+
+                    lineno = utils.guess_def_lineno(self.get_module(), node)
+
+                    self.names[node.name] = pynames.EvaluatedName(
+                        _eval, module=self.get_module(), lineno=lineno
+                    )
+                    break
+        else:
+            self.names[node.name] = pynames.DefinedName(pyfunction)
+        self.defineds.append(pyfunction)
+
+    def _AsyncFunctionDef(self, node):
+        return self._FunctionDef(node)
+
+    def _Assign(self, node):
+        ast.walk(node, _AssignVisitor(self))
+
+    def _AnnAssign(self, node):
+        ast.walk(node, _AnnAssignVisitor(self))
+
+    def _AugAssign(self, node):
+        pass
+
+    def _For(self, node):
+        names = self._update_evaluated(
+            node.target, node.iter, ".__iter__().next()"  # noqa
+        )
+        for child in node.body + node.orelse:
+            ast.walk(child, self)
+
+    def _AsyncFor(self, node):
+        return self._For(node)
+
+    def _assigned(self, name, assignment):
+        pyname = self.names.get(name, None)
+        if pyname is None:
+            pyname = pynames.AssignedName(module=self.get_module())
+        if isinstance(pyname, pynames.AssignedName):
+            if assignment is not None:
+                pyname.assignments.append(assignment)
+            self.names[name] = pyname
+
+    def _update_evaluated(
+        self, targets, assigned, evaluation="", eval_type=False, type_hint=None
+    ):
+        result = {}
+        if isinstance(targets, str):
+            assignment = pynames.AssignmentValue(assigned, [], evaluation, eval_type)
+            self._assigned(targets, assignment)
+        else:
+            names = astutils.get_name_levels(targets)
+            for name, levels in names:
+                assignment = pynames.AssignmentValue(
+                    assigned, levels, evaluation, eval_type
+                )
+                self._assigned(name, assignment)
+        return result
+
+    def _With(self, node):
+        for item in pycompat.get_ast_with_items(node):
+            if item.optional_vars:
+                self._update_evaluated(
+                    item.optional_vars, item.context_expr, ".__enter__()"
+                )
+        for child in node.body:
+            ast.walk(child, self)
+
+    def _AsyncWith(self, node):
+        return self._With(node)
+
+    def _excepthandler(self, node):
+        node_name_type = str
+        if node.name is not None and isinstance(node.name, node_name_type):
+            type_node = node.type
+            if isinstance(node.type, ast.Tuple) and type_node.elts:
+                type_node = type_node.elts[0]
+            self._update_evaluated(node.name, type_node, eval_type=True)
+
+        for child in node.body:
+            ast.walk(child, self)
+
+    def _ExceptHandler(self, node):
+        self._excepthandler(node)
+
+    def _Import(self, node):
+        for import_pair in node.names:
+            module_name = import_pair.name
+            alias = import_pair.asname
+            first_package = module_name.split(".")[0]
+            if alias is not None:
+                imported = pynames.ImportedModule(self.get_module(), module_name)
+                if not self._is_ignored_import(imported):
+                    self.names[alias] = imported
+            else:
+                imported = pynames.ImportedModule(self.get_module(), first_package)
+                if not self._is_ignored_import(imported):
+                    self.names[first_package] = imported
+
+    def _ImportFrom(self, node):
+        level = 0
+        if node.level:
+            level = node.level
+        imported_module = pynames.ImportedModule(self.get_module(), node.module, level)
+        if self._is_ignored_import(imported_module):
+            return
+        if len(node.names) == 1 and node.names[0].name == "*":
+            if isinstance(self.owner_object, PyModule):
+                self.owner_object.star_imports.append(StarImport(imported_module))
+        else:
+            for imported_name in node.names:
+                imported = imported_name.name
+                alias = imported_name.asname
+                if alias is not None:
+                    imported = alias
+                self.names[imported] = pynames.ImportedName(
+                    imported_module, imported_name.name
+                )
+
+    def _is_ignored_import(self, imported_module):
+        if not self.pycore.project.prefs.get("ignore_bad_imports", False):
+            return False
+        return not isinstance(
+            imported_module.get_object(), rope.base.pyobjects.AbstractModule
+        )
+
+    def _Global(self, node):
+        module = self.get_module()
+        for name in node.names:
+            if module is not None:
+                try:
+                    pyname = module[name]
+                except exceptions.AttributeNotFoundError:
+                    pyname = pynames.AssignedName(node.lineno)
+            self.names[name] = pyname
+
+
+class _ComprehensionVisitor(_ScopeVisitor):
+    def _comprehension(self, node):
+        ast.walk(node.target, self)
+        ast.walk(node.iter, self)
+
+    def _Name(self, node):
+        if isinstance(node.ctx, ast.Store):
+            self.names[node.id] = self._get_pyobject(node)
+
+    def _get_pyobject(self, node):
+        return pynames.AssignedName(lineno=node.lineno, module=self.get_module())
+
+
+class _GlobalVisitor(_ScopeVisitor):
+    def __init__(self, pycore, owner_object):
+        super().__init__(pycore, owner_object)
+
+
+class _ClassVisitor(_ScopeVisitor):
+    def __init__(self, pycore, owner_object):
+        super().__init__(pycore, owner_object)
+
+    def _FunctionDef(self, node):
+        _ScopeVisitor._FunctionDef(self, node)
+        if len(node.args.args) > 0:
+            first = node.args.args[0]
+            new_visitor = None
+            if isinstance(first, pycompat.ast_arg_type):
+                new_visitor = _ClassInitVisitor(self, pycompat.get_ast_arg_arg(first))
+            if new_visitor is not None:
+                for child in ast.get_child_nodes(node):
+                    ast.walk(child, new_visitor)
+
+
+class _FunctionVisitor(_ScopeVisitor):
+    def __init__(self, pycore, owner_object):
+        super().__init__(pycore, owner_object)
+        self.returned_asts = []
+        self.generator = False
+
+    def _Return(self, node):
+        if node.value is not None:
+            self.returned_asts.append(node.value)
+
+    def _Yield(self, node):
+        if node.value is not None:
+            self.returned_asts.append(node.value)
+        self.generator = True
+
+
+class _ClassInitVisitor(_AssignVisitor):
+    def __init__(self, scope_visitor, self_name):
+        super().__init__(scope_visitor)
+        self.self_name = self_name
+
+    def _Attribute(self, node):
+        if not isinstance(node.ctx, ast.Store):
+            return
+        if isinstance(node.value, ast.Name) and node.value.id == self.self_name:
+            if node.attr not in self.scope_visitor.names:
+                self.scope_visitor.names[node.attr] = pynames.AssignedName(
+                    lineno=node.lineno, module=self.scope_visitor.get_module()
+                )
+            if self.assigned_ast is not None:
+                pyname = self.scope_visitor.names[node.attr]
+                if isinstance(pyname, pynames.AssignedName):
+                    pyname.assignments.append(
+                        pynames.AssignmentValue(self.assigned_ast)
+                    )
+
+    def _Tuple(self, node):
+        if not isinstance(node.ctx, ast.Store):
+            return
+        for child in ast.get_child_nodes(node):
+            ast.walk(child, self)
+
+    def _Name(self, node):
+        pass
+
+    def _FunctionDef(self, node):
+        pass
+
+    def _ClassDef(self, node):
+        pass
+
+    def _For(self, node):
+        pass
+
+    def _With(self, node):
+        pass
+
+
+class StarImport:
+    def __init__(self, imported_module):
+        self.imported_module = imported_module
+
+    def get_names(self):
+        result = {}
+        imported = self.imported_module.get_object()
+        for name in imported:
+            if not name.startswith("_"):
+                result[name] = pynames.ImportedName(self.imported_module, name)
+        return result
diff --git a/venv/lib/python3.8/site-packages/rope/base/pyscopes.py b/venv/lib/python3.8/site-packages/rope/base/pyscopes.py
new file mode 120000
index 0000000..1e3ce73
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/pyscopes.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/de/3f/30/511da5398962032141f539540e26a42c42443207b9fdb786c1afaa275d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/base/resourceobserver.py b/venv/lib/python3.8/site-packages/rope/base/resourceobserver.py
new file mode 120000
index 0000000..8b1f2eb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/resourceobserver.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/31/1d/c0/6bf6a34db3d69104d4b6d29f0e837fa8e9916d5eb78701a5c8783ff93d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/base/resources.py b/venv/lib/python3.8/site-packages/rope/base/resources.py
new file mode 100644
index 0000000..bb56039
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/resources.py
@@ -0,0 +1,273 @@
+"""Files and folders in a project are represented as resource objects.
+
+Files and folders are access through `Resource` objects. `Resource` has
+two subclasses: `File` and `Folder`. What we care about is that
+refactorings and `rope.base.change.Change`s use resources.
+
+There are two options to create a `Resource` for a path in a project.
+Note that in these examples `path` is the path to a file or folder
+relative to the project's root. A project's root folder is represented
+by an empty string.
+
+  1) Use the `rope.base.Project.get_resource()` method. E.g.:
+
+       myresource = myproject.get_resource(path)
+
+
+  2) Use the `rope.base.libutils` module. `libutils` has a function
+     named `path_to_resource()`. It takes a project and a path:
+
+       from rope.base import libutils
+
+       myresource = libutils.path_to_resource(myproject, path)
+
+Once we have a `Resource`, we can retrieve information from it, like
+getting the path relative to the project's root (via `path`), reading
+from and writing to the resource, moving the resource, etc.
+"""
+
+import os
+import re
+import warnings
+
+from rope.base import change
+from rope.base import exceptions
+from rope.base import fscommands
+from pathlib import Path
+
+
+class Resource:
+    """Represents files and folders in a project"""
+
+    def __init__(self, project, path):
+        self.project = project
+        self._path = path
+
+    def __repr__(self):
+        return '<{}.{} "{}" at {}>'.format(
+            self.__class__.__module__,
+            self.__class__.__name__,
+            self.path,
+            hex(id(self)),
+        )
+
+    def move(self, new_location):
+        """Move resource to `new_location`"""
+        self._perform_change(
+            change.MoveResource(self, new_location),
+            "Moving <{}> to <{}>".format(self.path, new_location),
+        )
+
+    def remove(self):
+        """Remove resource from the project"""
+        self._perform_change(change.RemoveResource(self), "Removing <%s>" % self.path)
+
+    def is_folder(self):
+        """Return true if the resource is a folder"""
+
+    def create(self):
+        """Create this resource"""
+
+    def exists(self):
+        return os.path.exists(self.real_path)
+
+    @property
+    def parent(self):
+        parent = "/".join(self.path.split("/")[0:-1])
+        return self.project.get_folder(parent)
+
+    @property
+    def path(self):
+        """Return the path of this resource relative to the project root
+
+        The path is the list of parent directories separated by '/' followed
+        by the resource name.
+        """
+        return self._path
+
+    @property
+    def name(self):
+        """Return the name of this resource"""
+        return self.path.split("/")[-1]
+
+    @property
+    def real_path(self):
+        """Return the file system path of this resource"""
+        return self.project._get_resource_path(self.path)
+
+    @property
+    def pathlib(self):
+        """Return the file as a pathlib path."""
+        return Path(self.real_path)
+
+    def __eq__(self, obj):
+        return self.__class__ == obj.__class__ and self.path == obj.path
+
+    def __ne__(self, obj):
+        return not self.__eq__(obj)
+
+    def __hash__(self):
+        return hash(self.path)
+
+    def _perform_change(self, change_, description):
+        changes = change.ChangeSet(description)
+        changes.add_change(change_)
+        self.project.do(changes)
+
+
+class File(Resource):
+    """Represents a file"""
+
+    def __init__(self, project, name):
+        self.newlines = None
+        super().__init__(project, name)
+
+    def read(self):
+        data = self.read_bytes()
+        try:
+            content, self.newlines = fscommands.file_data_to_unicode(data)
+            return content
+        except UnicodeDecodeError as e:
+            raise exceptions.ModuleDecodeError(self.path, e.reason)
+
+    def read_bytes(self):
+        if not hasattr(self.project.fscommands, "read"):
+            warnings.warn(
+                "FileSystemCommands should implement read() method",
+                DeprecationWarning,
+                stacklevel=2,
+            )
+            with open(self.real_path, "rb") as handle:
+                return handle.read()
+        return self.project.fscommands.read(self.real_path)
+
+    def write(self, contents):
+        try:
+            if contents == self.read():
+                return
+        except OSError:
+            pass
+        self._perform_change(
+            change.ChangeContents(self, contents), "Writing file <%s>" % self.path
+        )
+
+    def is_folder(self):
+        return False
+
+    def create(self):
+        self.parent.create_file(self.name)
+
+
+class Folder(Resource):
+    """Represents a folder"""
+
+    def __init__(self, project, name):
+        super().__init__(project, name)
+
+    def is_folder(self):
+        return True
+
+    def get_children(self):
+        """Return the children of this folder"""
+        try:
+            children = os.listdir(self.real_path)
+        except OSError:
+            return []
+        result = []
+        for name in children:
+            try:
+                child = self.get_child(name)
+            except exceptions.ResourceNotFoundError:
+                continue
+            if not self.project.is_ignored(child):
+                result.append(self.get_child(name))
+        return result
+
+    def create_file(self, file_name):
+        self._perform_change(
+            change.CreateFile(self, file_name),
+            "Creating file <%s>" % self._get_child_path(file_name),
+        )
+        return self.get_child(file_name)
+
+    def create_folder(self, folder_name):
+        self._perform_change(
+            change.CreateFolder(self, folder_name),
+            "Creating folder <%s>" % self._get_child_path(folder_name),
+        )
+        return self.get_child(folder_name)
+
+    def _get_child_path(self, name):
+        if self.path:
+            return self.path + "/" + name
+        else:
+            return name
+
+    def get_child(self, name):
+        return self.project.get_resource(self._get_child_path(name))
+
+    def has_child(self, name):
+        try:
+            self.get_child(name)
+            return True
+        except exceptions.ResourceNotFoundError:
+            return False
+
+    def get_files(self):
+        return [
+            resource for resource in self.get_children() if not resource.is_folder()
+        ]
+
+    def get_folders(self):
+        return [resource for resource in self.get_children() if resource.is_folder()]
+
+    def contains(self, resource):
+        if self == resource:
+            return False
+        return self.path == "" or resource.path.startswith(self.path + "/")
+
+    def create(self):
+        self.parent.create_folder(self.name)
+
+
+class _ResourceMatcher:
+    def __init__(self):
+        self.patterns = []
+        self._compiled_patterns = []
+
+    def set_patterns(self, patterns):
+        """Specify which resources to match
+
+        `patterns` is a `list` of `str` that can contain ``*`` and
+        ``?`` signs for matching resource names.
+
+        """
+        self._compiled_patterns = None
+        self.patterns = patterns
+
+    def _add_pattern(self, pattern):
+        re_pattern = (
+            pattern.replace(".", "\\.")
+            .replace("*", "[^/]*")
+            .replace("?", "[^/]")
+            .replace("//", "/(.*/)?")
+        )
+        re_pattern = "^(.*/)?" + re_pattern + "(/.*)?$"
+        self.compiled_patterns.append(re.compile(re_pattern))
+
+    def does_match(self, resource):
+        for pattern in self.compiled_patterns:
+            if pattern.match(resource.path):
+                return True
+        path = os.path.join(resource.project.address, *resource.path.split("/"))
+        if os.path.islink(path):
+            return True
+        return False
+
+    @property
+    def compiled_patterns(self):
+        if self._compiled_patterns is None:
+            self._compiled_patterns = []
+            for pattern in self.patterns:
+                self._add_pattern(pattern)
+        return self._compiled_patterns
diff --git a/venv/lib/python3.8/site-packages/rope/base/simplify.py b/venv/lib/python3.8/site-packages/rope/base/simplify.py
new file mode 120000
index 0000000..4ca208e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/simplify.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/42/d7/1c/7120ac954c3c2535768c6e03d6d0094053751ed858cb8143dcd76a3668
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/base/stdmods.py b/venv/lib/python3.8/site-packages/rope/base/stdmods.py
new file mode 100644
index 0000000..4d944cb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/stdmods.py
@@ -0,0 +1,59 @@
+import inspect
+import os
+import sys
+
+from rope.base import utils
+
+
+def _stdlib_path():
+
+    return os.path.dirname(inspect.getsourcefile(inspect))
+
+
+@utils.cached(1)
+def standard_modules():
+    return python_modules() | dynload_modules()
+
+
+@utils.cached(1)
+def python_modules():
+    result = set()
+    lib_path = _stdlib_path()
+    if os.path.exists(lib_path):
+        for name in os.listdir(lib_path):
+            path = os.path.join(lib_path, name)
+            if os.path.isdir(path):
+                if "-" not in name:
+                    result.add(name)
+            else:
+                if name.endswith(".py"):
+                    result.add(name[:-3])
+    return result
+
+
+def normalize_so_name(name):
+    """
+    Handle different types of python installations
+    """
+    if "cpython" in name:
+        return os.path.splitext(os.path.splitext(name)[0])[0]
+    # XXX: Special handling for Fedora python2 distribution
+    # See: https://github.com/python-rope/rope/issues/211
+    if name == "timemodule.so":
+        return "time"
+    return os.path.splitext(name)[0]
+
+
+@utils.cached(1)
+def dynload_modules():
+    result = set(sys.builtin_module_names)
+    dynload_path = os.path.join(_stdlib_path(), "lib-dynload")
+    if os.path.exists(dynload_path):
+        for name in os.listdir(dynload_path):
+            path = os.path.join(dynload_path, name)
+            if os.path.isfile(path):
+                if name.endswith(".dll"):
+                    result.add(normalize_so_name(name))
+                if name.endswith(".so"):
+                    result.add(normalize_so_name(name))
+    return result
diff --git a/venv/lib/python3.8/site-packages/rope/base/taskhandle.py b/venv/lib/python3.8/site-packages/rope/base/taskhandle.py
new file mode 100644
index 0000000..8c49ec9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/taskhandle.py
@@ -0,0 +1,215 @@
+from abc import ABC, abstractmethod
+from typing import Optional, Sequence
+
+from rope.base import utils, exceptions
+
+
+class BaseJobSet(ABC):
+    name: str = ""
+    job_name: str = ""
+
+    @abstractmethod
+    def started_job(self, name: str) -> None:
+        pass
+
+    @abstractmethod
+    def finished_job(self) -> None:
+        pass
+
+    @abstractmethod
+    def check_status(self) -> None:
+        pass
+
+    @utils.deprecated("Just use JobSet.job_name attribute/property instead")
+    def get_active_job_name(self) -> str:
+        pass
+
+    @abstractmethod
+    def get_percent_done(self) -> Optional[float]:
+        pass
+
+    @utils.deprecated("Just use JobSet.name attribute/property instead")
+    def get_name(self) -> str:
+        pass
+
+    @abstractmethod
+    def increment(self) -> None:
+        """
+        Increment the number of tasks to complete.
+
+        This is used if the number is not known ahead of time.
+        """
+        pass
+
+
+class BaseTaskHandle(ABC):
+    @abstractmethod
+    def stop(self) -> None:
+        pass
+
+    @abstractmethod
+    def current_jobset(self) -> Optional[BaseJobSet]:
+        pass
+
+    @abstractmethod
+    def add_observer(self) -> None:
+        pass
+
+    @abstractmethod
+    def is_stopped(self) -> bool:
+        pass
+
+    @abstractmethod
+    def get_jobsets(self) -> Sequence[BaseJobSet]:
+        pass
+
+    def create_jobset(
+        self, name: str = "JobSet", count: Optional[int] = None
+    ) -> BaseJobSet:
+        pass
+
+    def _inform_observers(self) -> None:
+        pass
+
+
+class TaskHandle(BaseTaskHandle):
+    def __init__(self, name="Task", interrupts=True):
+        """Construct a TaskHandle
+
+        If `interrupts` is `False` the task won't be interrupted by
+        calling `TaskHandle.stop()`.
+
+        """
+        self.name = name
+        self.interrupts = interrupts
+        self.stopped = False
+        self.job_sets = []
+        self.observers = []
+
+    def stop(self):
+        """Interrupts the refactoring"""
+        if self.interrupts:
+            self.stopped = True
+            self._inform_observers()
+
+    def current_jobset(self):
+        """Return the current `JobSet`"""
+        if self.job_sets:
+            return self.job_sets[-1]
+
+    def add_observer(self, observer):
+        """Register an observer for this task handle
+
+        The observer is notified whenever the task is stopped or
+        a job gets finished.
+
+        """
+        self.observers.append(observer)
+
+    def is_stopped(self):
+        return self.stopped
+
+    def get_jobsets(self):
+        return self.job_sets
+
+    def create_jobset(self, name="JobSet", count=None):
+        result = JobSet(self, name=name, count=count)
+        self.job_sets.append(result)
+        self._inform_observers()
+        return result
+
+    def _inform_observers(self):
+        for observer in list(self.observers):
+            observer()
+
+
+class JobSet(BaseJobSet):
+    def __init__(self, handle, name, count):
+        self.handle = handle
+        self.name = name
+        self.count = count
+        self.done = 0
+        self.job_name = None
+
+    def started_job(self, name):
+        self.check_status()
+        self.job_name = name
+        self.handle._inform_observers()
+
+    def finished_job(self):
+        self.check_status()
+        self.done += 1
+        self.handle._inform_observers()
+        self.job_name = None
+
+    def check_status(self):
+        if self.handle.is_stopped():
+            raise exceptions.InterruptedTaskError()
+
+    @utils.deprecated("Just use JobSet.job_name attribute/property instead")
+    def get_active_job_name(self):
+        return self.job_name
+
+    def get_percent_done(self):
+        if self.count is not None and self.count > 0:
+            percent = self.done * 100 // self.count
+            return min(percent, 100)
+
+    @utils.deprecated("Just use JobSet.name attribute/property instead")
+    def get_name(self):
+        return self.name
+
+    def increment(self):
+        self.count += 1
+
+
+class NullTaskHandle(BaseTaskHandle):
+    def __init__(self):
+        pass
+
+    def is_stopped(self):
+        return False
+
+    def stop(self):
+        pass
+
+    def create_jobset(self, *args, **kwds):
+        return NullJobSet()
+
+    def get_jobsets(self):
+        return []
+
+    def add_observer(self, observer):
+        pass
+
+    def current_jobset(self) -> None:
+        """Return the current `JobSet`"""
+        return None
+
+
+class NullJobSet(BaseJobSet):
+    def __init__(self, *args):
+        pass
+
+    def started_job(self, name):
+        pass
+
+    def finished_job(self):
+        pass
+
+    def check_status(self):
+        pass
+
+    @utils.deprecated("Just use JobSet.job_name attribute/property instead")
+    def get_active_job_name(self):
+        pass
+
+    def get_percent_done(self):
+        pass
+
+    @utils.deprecated("Just use JobSet.name attribute/property instead")
+    def get_name(self):
+        pass
+
+    def increment(self):
+        pass
diff --git a/venv/lib/python3.8/site-packages/rope/base/utils/__init__.py b/venv/lib/python3.8/site-packages/rope/base/utils/__init__.py
new file mode 100644
index 0000000..c96c964
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/utils/__init__.py
@@ -0,0 +1,143 @@
+import sys
+import warnings
+
+
+def saveit(func):
+    """A decorator that caches the return value of a function"""
+
+    name = "_" + func.__name__
+
+    def _wrapper(self, *args, **kwds):
+        if not hasattr(self, name):
+            setattr(self, name, func(self, *args, **kwds))
+        return getattr(self, name)
+
+    return _wrapper
+
+
+cacheit = saveit
+
+
+def prevent_recursion(default):
+    """A decorator that returns the return value of `default` in recursions"""
+
+    def decorator(func):
+        name = "_calling_%s_" % func.__name__
+
+        def newfunc(self, *args, **kwds):
+            if getattr(self, name, False):
+                return default()
+            setattr(self, name, True)
+            try:
+                return func(self, *args, **kwds)
+            finally:
+                setattr(self, name, False)
+
+        return newfunc
+
+    return decorator
+
+
+def ignore_exception(exception_class):
+    """A decorator that ignores `exception_class` exceptions"""
+
+    def _decorator(func):
+        def newfunc(*args, **kwds):
+            try:
+                return func(*args, **kwds)
+            except exception_class:
+                pass
+
+        return newfunc
+
+    return _decorator
+
+
+def deprecated(message=None):
+    """A decorator for deprecated functions"""
+
+    def _decorator(func, message=message):
+        if message is None:
+            message = "%s is deprecated" % func.__name__
+
+        def newfunc(*args, **kwds):
+            warnings.warn(message, DeprecationWarning, stacklevel=2)
+            return func(*args, **kwds)
+
+        return newfunc
+
+    return _decorator
+
+
+def cached(size):
+    """A caching decorator based on parameter objects"""
+
+    def decorator(func):
+        cached_func = _Cached(func, size)
+        return lambda *a, **kw: cached_func(*a, **kw)
+
+    return decorator
+
+
+class _Cached:
+    def __init__(self, func, count):
+        self.func = func
+        self.cache = []
+        self.count = count
+
+    def __call__(self, *args, **kwds):
+        key = (args, kwds)
+        for cached_key, cached_result in self.cache:
+            if cached_key == key:
+                return cached_result
+        result = self.func(*args, **kwds)
+        self.cache.append((key, result))
+        if len(self.cache) > self.count:
+            del self.cache[0]
+        return result
+
+
+def resolve(str_or_obj):
+    """Returns object from string"""
+    if not isinstance(str_or_obj, str):
+        return str_or_obj
+    if "." not in str_or_obj:
+        str_or_obj += "."
+    mod_name, obj_name = str_or_obj.rsplit(".", 1)
+    __import__(mod_name)
+    mod = sys.modules[mod_name]
+    return getattr(mod, obj_name) if obj_name else mod
+
+
+def guess_def_lineno(module, node):
+    """Find the line number for a function or class definition.
+
+    `node` may be either an ast.FunctionDef, ast.AsyncFunctionDef, or ast.ClassDef
+
+    Python 3.8 simply provides this to us, but in earlier versions the ast
+    node.lineno points to the first decorator rather than the actual
+    definition, so we try our best to find where the definitions are.
+
+    This is to workaround bpo-33211 (https://bugs.python.org/issue33211)
+    """
+
+    def is_inline_body():
+        # class Foo(object):
+        #     def inline_body(): pass
+        #     ^                  ^--- body_col_offset
+        #     `--- indent_col_offset
+        #     def not_inline_body():
+        #         pass
+        #         ^--- body_col_offset == indent_col_offset
+        line = module.lines.get_line(node.body[0].lineno)
+        indent_col_offset = len(line) - len(line.lstrip())
+        body_col_offset = node.body[0].col_offset
+        return indent_col_offset < body_col_offset
+
+    if sys.version_info >= (3, 8) or not hasattr(node, "body"):
+        return node.lineno
+
+    possible_def_line = (
+        node.body[0].lineno if is_inline_body() else node.body[0].lineno - 1
+    )
+    return module.logical_lines.logical_line_in(possible_def_line)[0]
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new file mode 120000
index 0000000..205f53f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/utils/datastructures.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/04/cb/e1/5d69f783bdba90121fdc7f9b88a3ccef55af7c28fc508f7168d71503b0
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/base/utils/pycompat.py b/venv/lib/python3.8/site-packages/rope/base/utils/pycompat.py
new file mode 100644
index 0000000..b96a0ee
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/utils/pycompat.py
@@ -0,0 +1,21 @@
+import ast
+import builtins
+
+
+ast_arg_type = ast.arg
+
+
+def execfile(fn, global_vars=None, local_vars=None):
+    with open(fn) as f:
+        code = compile(f.read(), fn, "exec")
+        exec(code, global_vars or {}, local_vars)
+
+
+def get_ast_arg_arg(node):
+    if isinstance(node, str):  # TODO: G21: Understand the Algorithm (Where it's used?)
+        return node
+    return node.arg
+
+
+def get_ast_with_items(node):
+    return node.items
diff --git a/venv/lib/python3.8/site-packages/rope/base/worder.py b/venv/lib/python3.8/site-packages/rope/base/worder.py
new file mode 120000
index 0000000..57faa54
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/base/worder.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ee/6b/ce/728add89c83cb2f846301862434e78ef7f3349863a4648cab104ad0967
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index 0000000..58eac4c
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+++ b/venv/lib/python3.8/site-packages/rope/contrib/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/da/d7/76/fd03dab82bc898e566cf76bceb48f6c84f96decb60f413a1d4c6f87651
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new file mode 120000
index 0000000..8437a07
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/contrib/autoimport/defs.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7f/46/fd/59dcd3cd808f90b00f3ac812f3b57cb112910b6a1f6c17d65ee980688a
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diff --git a/venv/lib/python3.8/site-packages/rope/contrib/autoimport/models.py b/venv/lib/python3.8/site-packages/rope/contrib/autoimport/models.py
new file mode 100644
index 0000000..f55f779
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/contrib/autoimport/models.py
@@ -0,0 +1,92 @@
+from typing import List
+
+
+class FinalQuery:
+    def __init__(self, query):
+        self._query = query
+
+
+class Query:
+    def __init__(self, query: str, columns: List[str]):
+        self.query = query
+        self.columns = columns
+
+    def select(self, *columns: str):
+        if not (set(columns) <= set(self.columns)):
+            raise ValueError(
+                f"Unknown column names passed: {set(columns) - set(self.columns)}"
+            )
+
+        selected_columns = ", ".join(columns)
+        return FinalQuery(f"SELECT {selected_columns} FROM {self.query}")
+
+    def select_star(self):
+        return FinalQuery(f"SELECT * FROM {self.query}")
+
+    def where(self, where_clause: str):
+        return Query(
+            f"{self.query} WHERE {where_clause}",
+            columns=self.columns,
+        )
+
+    def insert_into(self) -> FinalQuery:
+        columns = ", ".join(self.columns)
+        placeholders = ", ".join(["?"] * len(self.columns))
+        return FinalQuery(
+            f"INSERT INTO {self.query}({columns}) VALUES ({placeholders})"
+        )
+
+    def drop_table(self) -> FinalQuery:
+        return FinalQuery(f"DROP TABLE {self.query}")
+
+    def delete_from(self) -> FinalQuery:
+        return FinalQuery(f"DELETE FROM {self.query}")
+
+
+class Name:
+    table_name = "names"
+    columns = [
+        "name",
+        "module",
+        "package",
+        "source",
+        "type",
+    ]
+
+    @classmethod
+    def create_table(self, connection):
+        names_table = (
+            "(name TEXT, module TEXT, package TEXT, source INTEGER, type INTEGER)"
+        )
+        connection.execute(f"CREATE TABLE IF NOT EXISTS names{names_table}")
+        connection.execute("CREATE INDEX IF NOT EXISTS name ON names(name)")
+        connection.execute("CREATE INDEX IF NOT EXISTS module ON names(module)")
+        connection.execute("CREATE INDEX IF NOT EXISTS package ON names(package)")
+
+    objects = Query(table_name, columns)
+
+    search_submodule_like = objects.where('module LIKE ("%." || ?)')
+    search_module_like = objects.where("module LIKE (?)")
+
+    import_assist = objects.where("name LIKE (? || '%')")
+
+    search_by_name_like = objects.where("name LIKE (?)")
+
+    delete_by_module_name = objects.where("module = ?").delete_from()
+
+
+class Package:
+    table_name = "packages"
+    columns = [
+        "package",
+        "path",
+    ]
+
+    @classmethod
+    def create_table(self, connection):
+        packages_table = "(package TEXT, path TEXT)"
+        connection.execute(f"CREATE TABLE IF NOT EXISTS packages{packages_table}")
+
+    objects = Query(table_name, columns)
+
+    delete_by_package_name = objects.where("package = ?").delete_from()
diff --git a/venv/lib/python3.8/site-packages/rope/contrib/autoimport/parse.py b/venv/lib/python3.8/site-packages/rope/contrib/autoimport/parse.py
new file mode 120000
index 0000000..3b12646
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/contrib/autoimport/parse.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e6/0a/70/75fd30d2c5e67e4f617dcac3ef194742b72e612d9e58a71865eac5d6b5
\ No newline at end of file
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new file mode 120000
index 0000000..23bb87f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/contrib/autoimport/pickle.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/af/eb/ae/43e1836f127e26c4dbf71dee4d169993df4e60479e18061dfd07d736a3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/contrib/autoimport/sqlite.py b/venv/lib/python3.8/site-packages/rope/contrib/autoimport/sqlite.py
new file mode 100644
index 0000000..b397d23
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/contrib/autoimport/sqlite.py
@@ -0,0 +1,527 @@
+"""AutoImport module for rope."""
+import re
+import sqlite3
+import sys
+from collections import OrderedDict
+from concurrent.futures import Future, ProcessPoolExecutor, as_completed
+from itertools import chain
+from pathlib import Path
+from typing import Generator, Iterable, List, Optional, Set, Tuple, Iterator
+
+from rope.base import exceptions, libutils, resourceobserver, taskhandle
+from rope.base.project import Project
+from rope.base.resources import Resource
+from rope.contrib.autoimport.defs import (
+    ModuleFile,
+    Name,
+    NameType,
+    Package,
+    PackageType,
+    SearchResult,
+    Source,
+)
+from rope.contrib.autoimport.parse import get_names
+from rope.contrib.autoimport.utils import (
+    get_files,
+    get_modname_from_path,
+    get_package_tuple,
+    sort_and_deduplicate,
+    sort_and_deduplicate_tuple,
+)
+from rope.refactor import importutils
+from rope.contrib.autoimport import models
+
+
+def get_future_names(
+    packages: List[Package], underlined: bool, job_set: taskhandle.BaseJobSet
+) -> Generator[Future, None, None]:
+    """Get all names as futures."""
+    with ProcessPoolExecutor() as executor:
+        for package in packages:
+            for module in get_files(package, underlined):
+                job_set.started_job(module.modname)
+                job_set.increment()
+                yield executor.submit(get_names, module, package)
+
+
+def filter_packages(
+    packages: Iterable[Package], underlined: bool, existing: List[str]
+) -> Iterable[Package]:
+    """Filter list of packages to parse."""
+    if underlined:
+
+        def filter_package(package: Package) -> bool:
+            return package.name not in existing
+
+    else:
+
+        def filter_package(package: Package) -> bool:
+            return package.name not in existing and not package.name.startswith("_")
+
+    return filter(filter_package, packages)
+
+
+class AutoImport:
+    """A class for finding the module that provides a name.
+
+    This class maintains a cache of global names in python modules.
+    Note that this cache is not accurate and might be out of date.
+
+    """
+
+    connection: sqlite3.Connection
+    underlined: bool
+    project: Project
+    project_package: Package
+
+    def __init__(self, project: Project, observe=True, underlined=False, memory=True):
+        """Construct an AutoImport object.
+
+        Parameters
+        ___________
+        project : rope.base.project.Project
+            the project to use for project imports
+        observe : bool
+            if true, listen for project changes and update the cache.
+        underlined : bool
+            If `underlined` is `True`, underlined names are cached, too.
+        memory : bool
+            if true, don't persist to disk
+        """
+        self.project = project
+        project_package = get_package_tuple(Path(project.root.real_path), project)
+        assert project_package is not None
+        assert project_package.path is not None
+        self.project_package = project_package
+        self.underlined = underlined
+        db_path: str
+        if memory or project.ropefolder is None:
+            db_path = ":memory:"
+        else:
+            db_path = str(Path(project.ropefolder.real_path) / "autoimport.db")
+        self.connection = sqlite3.connect(db_path)
+        self._setup_db()
+        if observe:
+            observer = resourceobserver.ResourceObserver(
+                changed=self._changed, moved=self._moved, removed=self._removed
+            )
+            project.add_observer(observer)
+
+    def _setup_db(self):
+        models.Name.create_table(self.connection)
+        models.Package.create_table(self.connection)
+        self.connection.commit()
+
+    def import_assist(self, starting: str):
+        """
+        Find modules that have a global name that starts with `starting`.
+
+        For a more complete list, use the search or search_full methods.
+
+        Parameters
+        __________
+        starting : str
+            what all the names should start with
+        Return
+        __________
+        Return a list of ``(name, module)`` tuples
+        """
+        results = self._execute(
+            models.Name.import_assist.select("name", "module", "source"), (starting,)
+        ).fetchall()
+        return sort_and_deduplicate_tuple(
+            results
+        )  # Remove duplicates from multiple occurrences of the same item
+
+    def search(self, name: str, exact_match: bool = False) -> List[Tuple[str, str]]:
+        """
+        Search both modules and names for an import string.
+
+        This is a simple wrapper around search_full with basic sorting based on Source.
+
+        Returns a sorted list of import statement, modname pairs
+        """
+        results: List[Tuple[str, str, int]] = [
+            (statement, import_name, source)
+            for statement, import_name, source, type in self.search_full(
+                name, exact_match
+            )
+        ]
+        return sort_and_deduplicate_tuple(results)
+
+    def search_full(
+        self,
+        name: str,
+        exact_match: bool = False,
+        ignored_names: Set[str] = set(),
+    ) -> Generator[SearchResult, None, None]:
+        """
+        Search both modules and names for an import string.
+
+        Parameters
+        __________
+        name: str
+            Name to search for
+        exact_match: bool
+            If using exact_match, only search for that name.
+            Otherwise, search for any name starting with that name.
+        ignored_names : Set[str]
+            Will ignore any names in this set
+
+        Return
+        __________
+        Unsorted Generator of SearchResults. Each is guaranteed to be unique.
+        """
+        results = set(self._search_name(name, exact_match))
+        results = results.union(self._search_module(name, exact_match))
+        for result in results:
+            if result.name not in ignored_names:
+                yield result
+
+    def _search_name(
+        self, name: str, exact_match: bool = False
+    ) -> Generator[SearchResult, None, None]:
+        """
+        Search both names for available imports.
+
+        Returns the import statement, import name, source, and type.
+        """
+        if not exact_match:
+            name = name + "%"  # Makes the query a starts_with query
+        for import_name, module, source, name_type in self._execute(
+            models.Name.search_by_name_like.select("name", "module", "source", "type"),
+            (name,),
+        ):
+            yield (
+                SearchResult(
+                    f"from {module} import {import_name}",
+                    import_name,
+                    source,
+                    name_type,
+                )
+            )
+
+    def _search_module(
+        self, name: str, exact_match: bool = False
+    ) -> Generator[SearchResult, None, None]:
+        """
+        Search both modules for available imports.
+
+        Returns the import statement, import name, source, and type.
+        """
+        if not exact_match:
+            name = name + "%"  # Makes the query a starts_with query
+        for module, source in self._execute(
+            models.Name.search_submodule_like.select("module", "source"), (name,)
+        ):
+            parts = module.split(".")
+            import_name = parts[-1]
+            remaining = parts[0]
+            for part in parts[1:-1]:
+                remaining += "."
+                remaining += part
+            yield (
+                SearchResult(
+                    f"from {remaining} import {import_name}",
+                    import_name,
+                    source,
+                    NameType.Module.value,
+                )
+            )
+        for module, source in self._execute(
+            models.Name.search_module_like.select("module", "source"), (name,)
+        ):
+            if "." in module:
+                continue
+            yield SearchResult(
+                f"import {module}", module, source, NameType.Module.value
+            )
+
+    def get_modules(self, name) -> List[str]:
+        """Get the list of modules that have global `name`."""
+        results = self._execute(
+            models.Name.search_by_name_like.select("module", "source"), (name,)
+        ).fetchall()
+        return sort_and_deduplicate(results)
+
+    def get_all_names(self) -> List[str]:
+        """Get the list of all cached global names."""
+        results = self._execute(models.Name.objects.select("name")).fetchall()
+        return results
+
+    def _dump_all(self) -> Tuple[List[Name], List[Package]]:
+        """Dump the entire database."""
+        name_results = self._execute(models.Name.objects.select_star()).fetchall()
+        package_results = self._execute(models.Package.objects.select_star()).fetchall()
+        return name_results, package_results
+
+    def generate_cache(
+        self,
+        resources: List[Resource] = None,
+        underlined: bool = False,
+        task_handle: taskhandle.BaseTaskHandle = taskhandle.NullTaskHandle(),
+    ):
+        """Generate global name cache for project files.
+
+        If `resources` is a list of `rope.base.resource.File`, only
+        those files are searched; otherwise all python modules in the
+        project are cached.
+        """
+        if resources is None:
+            resources = self.project.get_python_files()
+        job_set = task_handle.create_jobset(
+            "Generating autoimport cache", len(resources)
+        )
+        self._execute(
+            models.Package.delete_by_package_name, (self.project_package.name,)
+        )
+        futures = []
+        with ProcessPoolExecutor() as executor:
+            for file in resources:
+                job_set.started_job(f"Working on {file.path}")
+                module = self._resource_to_module(file, underlined)
+                futures.append(executor.submit(get_names, module, self.project_package))
+        for future in as_completed(futures):
+            self._add_names(future.result())
+            job_set.finished_job()
+        self.connection.commit()
+
+    def generate_modules_cache(
+        self,
+        modules: List[str] = None,
+        task_handle: taskhandle.BaseTaskHandle = taskhandle.NullTaskHandle(),
+        single_thread: bool = False,
+        underlined: Optional[bool] = None,
+    ):
+        """
+        Generate global name cache for external modules listed in `modules`.
+
+        If no modules are provided, it will generate a cache for every module available.
+        This method searches in your sys.path and configured python folders.
+        Do not use this for generating your own project's internal names,
+        use generate_resource_cache for that instead.
+        """
+        underlined = self.underlined if underlined is None else underlined
+
+        packages: List[Package] = (
+            self._get_available_packages()
+            if modules is None
+            else list(self._get_packages_from_modules(modules))
+        )
+
+        existing = self._get_packages_from_cache()
+        packages = list(filter_packages(packages, underlined, existing))
+        if len(packages) == 0:
+            return
+        self._add_packages(packages)
+        job_set = task_handle.create_jobset("Generating autoimport cache", 0)
+        if single_thread:
+            for package in packages:
+                for module in get_files(package, underlined):
+                    job_set.started_job(module.modname)
+                    for name in get_names(module, package):
+                        self._add_name(name)
+                        job_set.finished_job()
+        else:
+            for future_name in as_completed(
+                get_future_names(packages, underlined, job_set)
+            ):
+                self._add_names(future_name.result())
+                job_set.finished_job()
+
+        self.connection.commit()
+
+    def _get_packages_from_modules(self, modules: List[str]) -> Iterator[Package]:
+        for modname in modules:
+            package = self._find_package_path(modname)
+            if package is None:
+                continue
+            yield package
+
+    def update_module(self, module: str):
+        """Update a module in the cache, or add it if it doesn't exist."""
+        self._del_if_exist(module)
+        self.generate_modules_cache([module])
+
+    def close(self):
+        """Close the autoimport database."""
+        self.connection.commit()
+        self.connection.close()
+
+    def get_name_locations(self, name):
+        """Return a list of ``(resource, lineno)`` tuples."""
+        result = []
+        modules = self._execute(
+            models.Name.search_by_name_like.select("module"), (name,)
+        ).fetchall()
+        for module in modules:
+            try:
+                module_name = module[0]
+                if module_name.startswith(f"{self.project_package.name}."):
+                    module_name = ".".join(module_name.split("."))
+                pymodule = self.project.get_module(module_name)
+                if name in pymodule:
+                    pyname = pymodule[name]
+                    module, lineno = pyname.get_definition_location()
+                    if module is not None:
+                        resource = module.get_module().get_resource()
+                        if resource is not None and lineno is not None:
+                            result.append((resource, lineno))
+            except exceptions.ModuleNotFoundError:
+                pass
+        return result
+
+    def clear_cache(self):
+        """Clear all entries in global-name cache.
+
+        It might be a good idea to use this function before
+        regenerating global names.
+
+        """
+        self._execute(models.Name.objects.drop_table())
+        self._execute(models.Package.objects.drop_table())
+        self._setup_db()
+        self.connection.commit()
+
+    def find_insertion_line(self, code):
+        """Guess at what line the new import should be inserted."""
+        match = re.search(r"^(def|class)\s+", code)
+        if match is not None:
+            code = code[: match.start()]
+        try:
+            pymodule = libutils.get_string_module(self.project, code)
+        except exceptions.ModuleSyntaxError:
+            return 1
+        testmodname = "__rope_testmodule_rope"
+        importinfo = importutils.NormalImport(((testmodname, None),))
+        module_imports = importutils.get_module_imports(self.project, pymodule)
+        module_imports.add_import(importinfo)
+        code = module_imports.get_changed_source()
+        offset = code.index(testmodname)
+        lineno = code.count("\n", 0, offset) + 1
+        return lineno
+
+    def update_resource(
+        self, resource: Resource, underlined: bool = False, commit: bool = True
+    ):
+        """Update the cache for global names in `resource`."""
+        underlined = underlined if underlined else self.underlined
+        module = self._resource_to_module(resource, underlined)
+        self._del_if_exist(module_name=module.modname, commit=False)
+        for name in get_names(module, self.project_package):
+            self._add_name(name)
+        if commit:
+            self.connection.commit()
+
+    def _changed(self, resource):
+        if not resource.is_folder():
+            self.update_resource(resource)
+
+    def _moved(self, resource: Resource, newresource: Resource):
+        if not resource.is_folder():
+            modname = self._resource_to_module(resource).modname
+            self._del_if_exist(modname)
+            self.update_resource(newresource)
+
+    def _del_if_exist(self, module_name, commit: bool = True):
+        self._execute(models.Name.delete_by_module_name, (module_name,))
+        if commit:
+            self.connection.commit()
+
+    def _get_python_folders(self) -> List[Path]:
+        def filter_folders(folder: Path) -> bool:
+            return folder.is_dir() and folder.as_posix() != "/usr/bin"
+
+        folders = self.project.get_python_path_folders()
+        folder_paths = map(lambda folder: Path(folder.real_path), folders)
+        folder_paths = filter(filter_folders, folder_paths)
+        return list(OrderedDict.fromkeys(folder_paths))
+
+    def _get_available_packages(self) -> List[Package]:
+        packages: List[Package] = [
+            Package(module, Source.BUILTIN, None, PackageType.BUILTIN)
+            for module in sys.builtin_module_names
+        ]
+        for folder in self._get_python_folders():
+            for package in folder.iterdir():
+                package_tuple = get_package_tuple(package, self.project)
+                if package_tuple is None:
+                    continue
+                packages.append(package_tuple)
+        return packages
+
+    def _add_packages(self, packages: List[Package]):
+        data = [(p.name, str(p.path)) for p in packages]
+        self._executemany(models.Package.objects.insert_into(), data)
+
+    def _get_packages_from_cache(self) -> List[str]:
+        existing: List[str] = list(
+            chain(*self._execute(models.Package.objects.select_star()).fetchall())
+        )
+        existing.append(self.project_package.name)
+        return existing
+
+    def _removed(self, resource):
+        if not resource.is_folder():
+            modname = self._resource_to_module(resource).modname
+            self._del_if_exist(modname)
+
+    def _add_future_names(self, names: Future):
+        self._add_names(names.result())
+
+    def _add_names(self, names: Iterable[Name]):
+        for name in names:
+            self._add_name(name)
+
+    def _add_name(self, name: Name):
+        self._execute(
+            models.Name.objects.insert_into(),
+            (
+                name.name,
+                name.modname,
+                name.package,
+                name.source.value,
+                name.name_type.value,
+            ),
+        )
+
+    def _find_package_path(self, target_name: str) -> Optional[Package]:
+        if target_name in sys.builtin_module_names:
+            return Package(target_name, Source.BUILTIN, None, PackageType.BUILTIN)
+        for folder in self._get_python_folders():
+            for package in folder.iterdir():
+                package_tuple = get_package_tuple(package, self.project)
+                if package_tuple is None:
+                    continue
+                name, source, package_path, package_type = package_tuple
+                if name == target_name:
+                    return package_tuple
+
+        return None
+
+    def _resource_to_module(
+        self, resource: Resource, underlined: bool = False
+    ) -> ModuleFile:
+        assert self.project_package.path
+        underlined = underlined if underlined else self.underlined
+        resource_path: Path = Path(resource.real_path)
+        # The project doesn't need its name added to the path,
+        # since the standard python file layout accounts for that
+        # so we set add_package_name to False
+        resource_modname: str = get_modname_from_path(
+            resource_path, self.project_package.path, add_package_name=False
+        )
+        return ModuleFile(
+            resource_path,
+            resource_modname,
+            underlined,
+            resource_path.name == "__init__.py",
+        )
+
+    def _execute(self, query: models.FinalQuery, *args, **kwargs):
+        assert isinstance(query, models.FinalQuery)
+        return self.connection.execute(query._query, *args, **kwargs)
+
+    def _executemany(self, query: models.FinalQuery, *args, **kwargs):
+        assert isinstance(query, models.FinalQuery)
+        return self.connection.executemany(query._query, *args, **kwargs)
diff --git a/venv/lib/python3.8/site-packages/rope/contrib/autoimport/utils.py b/venv/lib/python3.8/site-packages/rope/contrib/autoimport/utils.py
new file mode 100644
index 0000000..7ee5f41
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/contrib/autoimport/utils.py
@@ -0,0 +1,135 @@
+"""Utility functions for the autoimport code."""
+import pathlib
+import sys
+from collections import OrderedDict
+from typing import Generator, List, Optional, Tuple
+
+from rope.base.project import Project
+
+from .defs import ModuleCompiled, ModuleFile, ModuleInfo, Package, PackageType, Source
+
+
+def get_package_tuple(
+    package_path: pathlib.Path, project: Optional[Project] = None
+) -> Optional[Package]:
+    """
+    Get package name and type from a path.
+
+    Checks for common issues, such as not being a viable python module
+    Returns None if not a viable package.
+    """
+    package_name = package_path.name
+    package_type: PackageType
+    if package_name.startswith(".") or package_name == "__pycache__":
+        return None
+    if package_name.endswith((".egg-info", ".dist-info")):
+        return None
+    if package_path.is_file():
+        if package_name.endswith(".so"):
+            package_name = package_name.split(".")[0]
+            package_type = PackageType.COMPILED
+        elif package_name.endswith(".pyd"):
+            package_name = package_name.split(".")[0]
+            package_type = PackageType.COMPILED
+        elif package_name.endswith(".py"):
+            package_name = package_path.stem
+            package_type = PackageType.SINGLE_FILE
+        else:
+            return None
+    else:
+        package_type = PackageType.STANDARD
+    package_source: Source = get_package_source(package_path, project, package_name)
+    return Package(package_name, package_source, package_path, package_type)
+
+
+def get_package_source(
+    package: pathlib.Path, project: Optional[Project], name: str
+) -> Source:
+    """Detect the source of a given package. Rudimentary implementation."""
+    if name in sys.builtin_module_names:
+        return Source.BUILTIN
+    if project is not None and project.address in str(package):
+        return Source.PROJECT
+    if "site-packages" in package.parts:
+        return Source.SITE_PACKAGE
+    if sys.version_info < (3, 10, 0):
+        if str(package).startswith(sys.prefix):
+            return Source.STANDARD
+    else:
+        if name in sys.stdlib_module_names:
+            return Source.STANDARD
+    return Source.UNKNOWN
+
+
+def get_modname_from_path(
+    modpath: pathlib.Path, package_path: pathlib.Path, add_package_name: bool = True
+) -> str:
+    """Get module name from a path in respect to package."""
+    package_name: str = package_path.stem
+    rel_path_parts = modpath.relative_to(package_path).parts
+    modname = ""
+    if len(rel_path_parts) > 0:
+        for part in rel_path_parts[:-1]:
+            modname += part
+            modname += "."
+        if rel_path_parts[-1] == "__init__":
+            modname = modname[:-1]
+        else:
+            modname = modname + modpath.stem
+    if add_package_name:
+        modname = package_name if modname == "" else package_name + "." + modname
+    else:
+        assert modname != "."
+    return modname
+
+
+def sort_and_deduplicate(results: List[Tuple[str, int]]) -> List[str]:
+    """Sort and deduplicate a list of name, source entries."""
+    results = sorted(results, key=lambda y: y[-1])
+    results_sorted = [name for name, source in results]
+    return list(OrderedDict.fromkeys(results_sorted))
+
+
+def sort_and_deduplicate_tuple(
+    results: List[Tuple[str, str, int]]
+) -> List[Tuple[str, str]]:
+    """Sort and deduplicate a list of name, module, source entries."""
+    results = sorted(results, key=lambda y: y[-1])
+    results_sorted = [result[:-1] for result in results]
+    return list(OrderedDict.fromkeys(results_sorted))
+
+
+def should_parse(path: pathlib.Path, underlined: bool) -> bool:
+    if underlined:
+        return True
+    for part in path.parts:
+        if part.startswith("_"):
+            return False
+    return True
+
+
+def get_files(
+    package: Package, underlined: bool = False
+) -> Generator[ModuleInfo, None, None]:
+    """Find all files to parse in a given path using __init__.py."""
+    if package.type in (PackageType.COMPILED, PackageType.BUILTIN):
+        if package.source in (Source.STANDARD, Source.BUILTIN):
+            yield ModuleCompiled(None, package.name, underlined, True)
+    elif package.type == PackageType.SINGLE_FILE:
+        assert package.path
+        assert package.path.suffix == ".py"
+        yield ModuleFile(package.path, package.path.stem, underlined, False)
+    else:
+        assert package.path
+        for file in package.path.glob("*.py"):
+            if file.name == "__init__.py":
+                yield ModuleFile(
+                    file,
+                    get_modname_from_path(file.parent, package.path),
+                    underlined,
+                    True,
+                )
+            elif should_parse(file, underlined):
+                yield ModuleFile(
+                    file, get_modname_from_path(file, package.path), underlined, False
+                )
diff --git a/venv/lib/python3.8/site-packages/rope/contrib/changestack.py b/venv/lib/python3.8/site-packages/rope/contrib/changestack.py
new file mode 120000
index 0000000..b2b324c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/contrib/changestack.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/db/9a/99/f79a5e445d7f2df5d8580ed65f93c1ed5f781be8858ee03510fc570d95
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/contrib/codeassist.py b/venv/lib/python3.8/site-packages/rope/contrib/codeassist.py
new file mode 120000
index 0000000..44c61fe
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/contrib/codeassist.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/4d/33/5e/e7aa0342fee465f55a691f26081b64f2aed9ff32566e897416da447c91
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/contrib/finderrors.py b/venv/lib/python3.8/site-packages/rope/contrib/finderrors.py
new file mode 120000
index 0000000..c9955c2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/contrib/finderrors.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a7/5b/39/f2ed02e928e98aa5dff826379e544b2977d548b9aa26e91e1eabc38676
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/contrib/findit.py b/venv/lib/python3.8/site-packages/rope/contrib/findit.py
new file mode 120000
index 0000000..9fc6e9c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/contrib/findit.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5f/72/62/c0bc1ae659375bff10f141d20568aacd9eec887887ce7aa0e340f6bf43
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/contrib/fixmodnames.py b/venv/lib/python3.8/site-packages/rope/contrib/fixmodnames.py
new file mode 120000
index 0000000..b6adb00
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/contrib/fixmodnames.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cd/f6/28/8b6f6fdd2778695016560a520cfc011ba7c68a5846b6cc7b0e0fa62e71
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/contrib/fixsyntax.py b/venv/lib/python3.8/site-packages/rope/contrib/fixsyntax.py
new file mode 120000
index 0000000..b1edb6b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/contrib/fixsyntax.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e5/9e/5c/b056d13f278514c20d68e51b61b7bcce31d2e45430ec96d818e27a2993
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/contrib/generate.py b/venv/lib/python3.8/site-packages/rope/contrib/generate.py
new file mode 120000
index 0000000..ef2a0e3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/contrib/generate.py
@@ -0,0 +1 @@
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index 0000000..15c360c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/change_signature.py
@@ -0,0 +1,378 @@
+import copy
+
+import rope.base.exceptions
+from rope.base import codeanalyze
+from rope.base import evaluate
+from rope.base import pyobjects
+from rope.base import taskhandle
+from rope.base import utils
+from rope.base import worder
+from rope.base.change import ChangeContents, ChangeSet
+from rope.refactor import occurrences, functionutils
+
+
+class ChangeSignature:
+    def __init__(self, project, resource, offset):
+        self.project = project
+        self.resource = resource
+        self.offset = offset
+        self._set_name_and_pyname()
+        if (
+            self.pyname is None
+            or self.pyname.get_object() is None
+            or not isinstance(self.pyname.get_object(), pyobjects.PyFunction)
+        ):
+            raise rope.base.exceptions.RefactoringError(
+                "Change method signature should be performed on functions"
+            )
+
+    def _set_name_and_pyname(self):
+        self.name = worder.get_name_at(self.resource, self.offset)
+        this_pymodule = self.project.get_pymodule(self.resource)
+        self.primary, self.pyname = evaluate.eval_location2(this_pymodule, self.offset)
+        if self.pyname is None:
+            return
+        pyobject = self.pyname.get_object()
+        if isinstance(pyobject, pyobjects.PyClass) and "__init__" in pyobject:
+            self.pyname = pyobject["__init__"]
+            self.name = "__init__"
+        pyobject = self.pyname.get_object()
+        self.others = None
+        if (
+            self.name == "__init__"
+            and isinstance(pyobject, pyobjects.PyFunction)
+            and isinstance(pyobject.parent, pyobjects.PyClass)
+        ):
+            pyclass = pyobject.parent
+            self.others = (pyclass.get_name(), pyclass.parent[pyclass.get_name()])
+
+    def _change_calls(
+        self,
+        call_changer,
+        in_hierarchy=None,
+        resources=None,
+        handle=taskhandle.NullTaskHandle(),
+    ):
+        if resources is None:
+            resources = self.project.get_python_files()
+        changes = ChangeSet("Changing signature of <%s>" % self.name)
+        job_set = handle.create_jobset("Collecting Changes", len(resources))
+        finder = occurrences.create_finder(
+            self.project,
+            self.name,
+            self.pyname,
+            instance=self.primary,
+            in_hierarchy=in_hierarchy and self.is_method(),
+        )
+        if self.others:
+            name, pyname = self.others
+            constructor_finder = occurrences.create_finder(
+                self.project, name, pyname, only_calls=True
+            )
+            finder = _MultipleFinders([finder, constructor_finder])
+        for file in resources:
+            job_set.started_job(file.path)
+            change_calls = _ChangeCallsInModule(
+                self.project, finder, file, call_changer
+            )
+            changed_file = change_calls.get_changed_module()
+            if changed_file is not None:
+                changes.add_change(ChangeContents(file, changed_file))
+            job_set.finished_job()
+        return changes
+
+    def get_args(self):
+        """Get function arguments.
+
+        Return a list of ``(name, default)`` tuples for all but star
+        and double star arguments.  For arguments that don't have a
+        default, `None` will be used.
+        """
+        return self._definfo().args_with_defaults
+
+    def is_method(self):
+        pyfunction = self.pyname.get_object()
+        return isinstance(pyfunction.parent, pyobjects.PyClass)
+
+    @utils.deprecated("Use `ChangeSignature.get_args()` instead")
+    def get_definition_info(self):
+        return self._definfo()
+
+    def _definfo(self):
+        return functionutils.DefinitionInfo.read(self.pyname.get_object())
+
+    @utils.deprecated()
+    def normalize(self):
+        changer = _FunctionChangers(
+            self.pyname.get_object(), self.get_definition_info(), [ArgumentNormalizer()]
+        )
+        return self._change_calls(changer)
+
+    @utils.deprecated()
+    def remove(self, index):
+        changer = _FunctionChangers(
+            self.pyname.get_object(),
+            self.get_definition_info(),
+            [ArgumentRemover(index)],
+        )
+        return self._change_calls(changer)
+
+    @utils.deprecated()
+    def add(self, index, name, default=None, value=None):
+        changer = _FunctionChangers(
+            self.pyname.get_object(),
+            self.get_definition_info(),
+            [ArgumentAdder(index, name, default, value)],
+        )
+        return self._change_calls(changer)
+
+    @utils.deprecated()
+    def inline_default(self, index):
+        changer = _FunctionChangers(
+            self.pyname.get_object(),
+            self.get_definition_info(),
+            [ArgumentDefaultInliner(index)],
+        )
+        return self._change_calls(changer)
+
+    @utils.deprecated()
+    def reorder(self, new_ordering):
+        changer = _FunctionChangers(
+            self.pyname.get_object(),
+            self.get_definition_info(),
+            [ArgumentReorderer(new_ordering)],
+        )
+        return self._change_calls(changer)
+
+    def get_changes(
+        self,
+        changers,
+        in_hierarchy=False,
+        resources=None,
+        task_handle=taskhandle.NullTaskHandle(),
+    ):
+        """Get changes caused by this refactoring
+
+        `changers` is a list of `_ArgumentChanger`.  If `in_hierarchy`
+        is `True` the changers are applied to all matching methods in
+        the class hierarchy.
+        `resources` can be a list of `rope.base.resource.File` that
+        should be searched for occurrences; if `None` all python files
+        in the project are searched.
+
+        """
+        function_changer = _FunctionChangers(
+            self.pyname.get_object(), self._definfo(), changers
+        )
+        return self._change_calls(
+            function_changer, in_hierarchy, resources, task_handle
+        )
+
+
+class _FunctionChangers:
+    def __init__(self, pyfunction, definition_info, changers=None):
+        self.pyfunction = pyfunction
+        self.definition_info = definition_info
+        self.changers = changers
+        self.changed_definition_infos = self._get_changed_definition_infos()
+
+    def _get_changed_definition_infos(self):
+        result = []
+        definition_info = self.definition_info
+        result.append(definition_info)
+        for changer in self.changers:
+            definition_info = copy.deepcopy(definition_info)
+            changer.change_definition_info(definition_info)
+            result.append(definition_info)
+        return result
+
+    def change_definition(self, call):
+        return self.changed_definition_infos[-1].to_string()
+
+    def change_call(self, primary, pyname, call):
+        call_info = functionutils.CallInfo.read(
+            primary, pyname, self.definition_info, call
+        )
+        mapping = functionutils.ArgumentMapping(self.definition_info, call_info)
+
+        for definition_info, changer in zip(
+            self.changed_definition_infos, self.changers
+        ):
+            changer.change_argument_mapping(definition_info, mapping)
+
+        return mapping.to_call_info(self.changed_definition_infos[-1]).to_string()
+
+
+class _ArgumentChanger:
+    def change_definition_info(self, definition_info):
+        pass
+
+    def change_argument_mapping(self, definition_info, argument_mapping):
+        pass
+
+
+class ArgumentNormalizer(_ArgumentChanger):
+    pass
+
+
+class ArgumentRemover(_ArgumentChanger):
+    def __init__(self, index):
+        self.index = index
+
+    def change_definition_info(self, call_info):
+        if self.index < len(call_info.args_with_defaults):
+            del call_info.args_with_defaults[self.index]
+        elif (
+            self.index == len(call_info.args_with_defaults)
+            and call_info.args_arg is not None
+        ):
+            call_info.args_arg = None
+        elif (
+            self.index == len(call_info.args_with_defaults)
+            and call_info.args_arg is None
+            and call_info.keywords_arg is not None
+        ) or (
+            self.index == len(call_info.args_with_defaults) + 1
+            and call_info.args_arg is not None
+            and call_info.keywords_arg is not None
+        ):
+            call_info.keywords_arg = None
+
+    def change_argument_mapping(self, definition_info, mapping):
+        if self.index < len(definition_info.args_with_defaults):
+            name = definition_info.args_with_defaults[0]
+            if name in mapping.param_dict:
+                del mapping.param_dict[name]
+
+
+class ArgumentAdder(_ArgumentChanger):
+    def __init__(self, index, name, default=None, value=None):
+        self.index = index
+        self.name = name
+        self.default = default
+        self.value = value
+
+    def change_definition_info(self, definition_info):
+        for pair in definition_info.args_with_defaults:
+            if pair[0] == self.name:
+                raise rope.base.exceptions.RefactoringError(
+                    "Adding duplicate parameter: <%s>." % self.name
+                )
+        definition_info.args_with_defaults.insert(self.index, (self.name, self.default))
+
+    def change_argument_mapping(self, definition_info, mapping):
+        if self.value is not None:
+            mapping.param_dict[self.name] = self.value
+
+
+class ArgumentDefaultInliner(_ArgumentChanger):
+    def __init__(self, index):
+        self.index = index
+        self.remove = False
+
+    def change_definition_info(self, definition_info):
+        if self.remove:
+            definition_info.args_with_defaults[self.index] = (
+                definition_info.args_with_defaults[self.index][0],
+                None,
+            )
+
+    def change_argument_mapping(self, definition_info, mapping):
+        default = definition_info.args_with_defaults[self.index][1]
+        name = definition_info.args_with_defaults[self.index][0]
+        if default is not None and name not in mapping.param_dict:
+            mapping.param_dict[name] = default
+
+
+class ArgumentReorderer(_ArgumentChanger):
+    def __init__(self, new_order, autodef=None):
+        """Construct an `ArgumentReorderer`
+
+        Note that the `new_order` is a list containing the new
+        position of parameters; not the position each parameter
+        is going to be moved to. (changed in ``0.5m4``)
+
+        For example changing ``f(a, b, c)`` to ``f(c, a, b)``
+        requires passing ``[2, 0, 1]`` and *not* ``[1, 2, 0]``.
+
+        The `autodef` (automatic default) argument, forces rope to use
+        it as a default if a default is needed after the change.  That
+        happens when an argument without default is moved after
+        another that has a default value.  Note that `autodef` should
+        be a string or `None`; the latter disables adding automatic
+        default.
+
+        """
+        self.new_order = new_order
+        self.autodef = autodef
+
+    def change_definition_info(self, definition_info):
+        new_args = list(definition_info.args_with_defaults)
+        for new_index, index in enumerate(self.new_order):
+            new_args[new_index] = definition_info.args_with_defaults[index]
+        seen_default = False
+        for index, (arg, default) in enumerate(list(new_args)):
+            if default is not None:
+                seen_default = True
+            if seen_default and default is None and self.autodef is not None:
+                new_args[index] = (arg, self.autodef)
+        definition_info.args_with_defaults = new_args
+
+
+class _ChangeCallsInModule:
+    def __init__(self, project, occurrence_finder, resource, call_changer):
+        self.project = project
+        self.occurrence_finder = occurrence_finder
+        self.resource = resource
+        self.call_changer = call_changer
+
+    def get_changed_module(self):
+        word_finder = worder.Worder(self.source)
+        change_collector = codeanalyze.ChangeCollector(self.source)
+        for occurrence in self.occurrence_finder.find_occurrences(self.resource):
+            if not occurrence.is_called() and not occurrence.is_defined():
+                continue
+            start, end = occurrence.get_primary_range()
+            begin_parens, end_parens = word_finder.get_word_parens_range(end - 1)
+            if occurrence.is_called():
+                primary, pyname = occurrence.get_primary_and_pyname()
+                changed_call = self.call_changer.change_call(
+                    primary, pyname, self.source[start:end_parens]
+                )
+            else:
+                changed_call = self.call_changer.change_definition(
+                    self.source[start:end_parens]
+                )
+            if changed_call is not None:
+                change_collector.add_change(start, end_parens, changed_call)
+        return change_collector.get_changed()
+
+    @property
+    @utils.saveit
+    def pymodule(self):
+        return self.project.get_pymodule(self.resource)
+
+    @property
+    @utils.saveit
+    def source(self):
+        if self.resource is not None:
+            return self.resource.read()
+        else:
+            return self.pymodule.source_code
+
+    @property
+    @utils.saveit
+    def lines(self):
+        return self.pymodule.lines
+
+
+class _MultipleFinders:
+    def __init__(self, finders):
+        self.finders = finders
+
+    def find_occurrences(self, resource=None, pymodule=None):
+        all_occurrences = []
+        for finder in self.finders:
+            all_occurrences.extend(finder.find_occurrences(resource, pymodule))
+        all_occurrences.sort(key=lambda x: x.get_primary_range())
+        return all_occurrences
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/encapsulate_field.py b/venv/lib/python3.8/site-packages/rope/refactor/encapsulate_field.py
new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/rope/refactor/encapsulate_field.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/25/88/ef/bb2aa8aba9da5ff990d25cf0deac87fe005b0729e10e66de31c47931fd
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+/home/runner/.cache/pip/pool/a3/ac/81/3f39c696f1239127ba3c1506226710199f9c75abbfbd5d60ca1141805e
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new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/rope/refactor/functionutils.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b7/60/e0/49b0e45fce240c13ea1b9066394c6ada61f50688c854fe8dfaf216a079
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diff --git a/venv/lib/python3.8/site-packages/rope/refactor/importutils/module_imports.py b/venv/lib/python3.8/site-packages/rope/refactor/importutils/module_imports.py
new file mode 100644
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/importutils/module_imports.py
@@ -0,0 +1,592 @@
+from typing import Union, List
+
+from rope.base import ast, exceptions, pynames, pynamesdef, utils
+from rope.refactor.importutils import actions, importinfo
+
+
+class ModuleImports:
+    def __init__(self, project, pymodule, import_filter=None):
+        self.project = project
+        self.pymodule = pymodule
+        self.separating_lines = 0
+        self.filter = import_filter
+        self.sorted = False
+
+    @property
+    @utils.saveit
+    def imports(self):
+        finder = _GlobalImportFinder(self.pymodule)
+        result = finder.find_import_statements()
+        self.separating_lines = finder.get_separating_line_count()
+        if self.filter is not None:
+            for import_stmt in result:
+                if not self.filter(import_stmt):
+                    import_stmt.readonly = True
+        return result
+
+    def _get_unbound_names(self, defined_pyobject):
+        visitor = _GlobalUnboundNameFinder(self.pymodule, defined_pyobject)
+        ast.walk(self.pymodule.get_ast(), visitor)
+        return visitor.unbound
+
+    def _get_all_star_list(self, pymodule):
+        def _resolve_name(
+            name: Union[pynamesdef.AssignedName, pynames.ImportedName]
+        ) -> List:
+            while isinstance(name, pynames.ImportedName):
+                try:
+                    name = name.imported_module.get_object().get_attribute(
+                        name.imported_name,
+                    )
+                except exceptions.AttributeNotFoundError:
+                    return []
+            assert isinstance(name, pynamesdef.AssignedName)
+            return name.assignments
+
+        result = set()
+        try:
+            all_star_list = pymodule.get_attribute("__all__")
+        except exceptions.AttributeNotFoundError:
+            return result
+
+        assignments = [
+            assignment.ast_node for assignment in _resolve_name(all_star_list)
+        ]
+
+        # FIXME: Need a better way to recursively infer possible values.
+        #        Currently pyobjects can recursively infer type, but not values.
+        # Do a very basic 1-level value inference
+
+        while assignments:
+            assignment = assignments.pop()
+            if isinstance(assignment, ast.List):
+                stack = list(assignment.elts)
+                while stack:
+                    el = stack.pop()
+                    if isinstance(el, ast.IfExp):
+                        stack.append(el.body)
+                        stack.append(el.orelse)
+                    elif isinstance(el, ast.Starred):
+                        assignments.append(el.value)
+                    else:
+                        if isinstance(el, ast.Str):
+                            result.add(el.s)
+                        elif isinstance(el, ast.Name):
+                            try:
+                                name = pymodule.get_attribute(el.id)
+                            except exceptions.AttributeNotFoundError:
+                                continue
+                            else:
+                                for av in _resolve_name(name):
+                                    if isinstance(av.ast_node, ast.Str):
+                                        result.add(av.ast_node.s)
+            elif isinstance(assignment, ast.Name):
+                try:
+                    name = pymodule.get_attribute(assignment.id)
+                except exceptions.AttributeNotFoundError:
+                    continue
+                else:
+                    assignments.extend(
+                        assignment.ast_node for assignment in _resolve_name(name)
+                    )
+            elif isinstance(assignment, ast.BinOp):
+                assignments.append(assignment.left)
+                assignments.append(assignment.right)
+        return result
+
+    def remove_unused_imports(self):
+        can_select = _OneTimeSelector(
+            self._get_unbound_names(self.pymodule)
+            | self._get_all_star_list(self.pymodule)
+            | {"__all__"}
+        )
+        visitor = actions.RemovingVisitor(
+            self.project, self._current_folder(), can_select
+        )
+        for import_statement in self.imports:
+            import_statement.accept(visitor)
+
+    def get_used_imports(self, defined_pyobject):
+        result = []
+        can_select = _OneTimeSelector(self._get_unbound_names(defined_pyobject))
+        visitor = actions.FilteringVisitor(
+            self.project, self._current_folder(), can_select
+        )
+        for import_statement in self.imports:
+            new_import = import_statement.accept(visitor)
+            if new_import is not None and not new_import.is_empty():
+                result.append(new_import)
+        return result
+
+    def get_changed_source(self):
+        if not self.project.prefs.get("pull_imports_to_top") and not self.sorted:
+            return "".join(self._rewrite_imports(self.imports))
+
+        # Make sure we forward a removed import's preceding blank
+        # lines count to the following import statement.
+        prev_stmt = None
+        for stmt in self.imports:
+            if prev_stmt is not None and prev_stmt.import_info.is_empty():
+                stmt.blank_lines = max(prev_stmt.blank_lines, stmt.blank_lines)
+            prev_stmt = stmt
+        # The new list of imports.
+        imports = [stmt for stmt in self.imports if not stmt.import_info.is_empty()]
+
+        after_removing = self._remove_imports(self.imports)
+        first_non_blank = self._first_non_blank_line(after_removing, 0)
+        first_import = self._first_import_line() - 1
+        result = []
+        # Writing module docs
+        result.extend(after_removing[first_non_blank:first_import])
+        # Writing imports
+        sorted_imports = sorted(imports, key=self._get_location)
+        for stmt in sorted_imports:
+            if stmt != sorted_imports[0]:
+                result.append("\n" * stmt.blank_lines)
+            result.append(stmt.get_import_statement() + "\n")
+        if sorted_imports and first_non_blank < len(after_removing):
+            result.append("\n" * self.separating_lines)
+
+        # Writing the body
+        first_after_imports = self._first_non_blank_line(after_removing, first_import)
+        result.extend(after_removing[first_after_imports:])
+        return "".join(result)
+
+    def _get_import_location(self, stmt):
+        start = stmt.get_new_start()
+        if start is None:
+            start = stmt.get_old_location()[0]
+        return start
+
+    def _get_location(self, stmt):
+        if stmt.get_new_start() is not None:
+            return stmt.get_new_start()
+        else:
+            return stmt.get_old_location()[0]
+
+    def _remove_imports(self, imports):
+        lines = self.pymodule.source_code.splitlines(True)
+        after_removing = []
+        first_import_line = self._first_import_line()
+        last_index = 0
+        for stmt in imports:
+            start, end = stmt.get_old_location()
+            blank_lines = 0
+            if start != first_import_line:
+                blank_lines = _count_blank_lines(
+                    lines.__getitem__, start - 2, last_index - 1, -1
+                )
+            after_removing.extend(lines[last_index : start - 1 - blank_lines])
+            last_index = end - 1
+        after_removing.extend(lines[last_index:])
+        return after_removing
+
+    def _rewrite_imports(self, imports):
+        lines = self.pymodule.source_code.splitlines(True)
+        after_rewriting = []
+        last_index = 0
+        for stmt in imports:
+            start, end = stmt.get_old_location()
+            after_rewriting.extend(lines[last_index : start - 1])
+            if not stmt.import_info.is_empty():
+                after_rewriting.append(stmt.get_import_statement() + "\n")
+            last_index = end - 1
+        after_rewriting.extend(lines[last_index:])
+        return after_rewriting
+
+    def _first_non_blank_line(self, lines, lineno):
+        return lineno + _count_blank_lines(lines.__getitem__, lineno, len(lines))
+
+    def add_import(self, import_info):
+        visitor = actions.AddingVisitor(self.project, [import_info])
+        for import_statement in self.imports:
+            if import_statement.accept(visitor):
+                break
+        else:
+            lineno = self._get_new_import_lineno()
+            blanks = self._get_new_import_blanks()
+            self.imports.append(
+                importinfo.ImportStatement(
+                    import_info, lineno, lineno, blank_lines=blanks
+                )
+            )
+
+    def _get_new_import_blanks(self):
+        return 0
+
+    def _get_new_import_lineno(self):
+        if self.imports:
+            return self.imports[-1].end_line
+        return 1
+
+    def filter_names(self, can_select):
+        visitor = actions.RemovingVisitor(
+            self.project, self._current_folder(), can_select
+        )
+        for import_statement in self.imports:
+            import_statement.accept(visitor)
+
+    def expand_stars(self):
+        can_select = _OneTimeSelector(self._get_unbound_names(self.pymodule))
+        visitor = actions.ExpandStarsVisitor(
+            self.project, self._current_folder(), can_select
+        )
+        for import_statement in self.imports:
+            import_statement.accept(visitor)
+
+    def remove_duplicates(self):
+        added_imports = []
+        for import_stmt in self.imports:
+            visitor = actions.AddingVisitor(self.project, [import_stmt.import_info])
+            for added_import in added_imports:
+                if added_import.accept(visitor):
+                    import_stmt.empty_import()
+            else:
+                added_imports.append(import_stmt)
+
+    def force_single_imports(self):
+        """force a single import per statement"""
+        for import_stmt in self.imports[:]:
+            import_info = import_stmt.import_info
+            if import_info.is_empty() or import_stmt.readonly:
+                continue
+            if len(import_info.names_and_aliases) > 1:
+                for name_and_alias in import_info.names_and_aliases:
+                    if hasattr(import_info, "module_name"):
+                        new_import = importinfo.FromImport(
+                            import_info.module_name, import_info.level, [name_and_alias]
+                        )
+                    else:
+                        new_import = importinfo.NormalImport([name_and_alias])
+                    self.add_import(new_import)
+                import_stmt.empty_import()
+
+    def get_relative_to_absolute_list(self):
+        visitor = actions.RelativeToAbsoluteVisitor(
+            self.project, self._current_folder()
+        )
+        for import_stmt in self.imports:
+            if not import_stmt.readonly:
+                import_stmt.accept(visitor)
+        return visitor.to_be_absolute
+
+    def get_self_import_fix_and_rename_list(self):
+        visitor = actions.SelfImportVisitor(
+            self.project, self._current_folder(), self.pymodule.get_resource()
+        )
+        for import_stmt in self.imports:
+            if not import_stmt.readonly:
+                import_stmt.accept(visitor)
+        return visitor.to_be_fixed, visitor.to_be_renamed
+
+    def _current_folder(self):
+        return self.pymodule.get_resource().parent
+
+    def sort_imports(self):
+        if self.project.prefs.get("sort_imports_alphabetically"):
+            sort_kwargs = dict(key=self._get_import_name)
+        else:
+            sort_kwargs = dict(key=self._key_imports)
+
+        # IDEA: Sort from import list
+        visitor = actions.SortingVisitor(self.project, self._current_folder())
+        for import_statement in self.imports:
+            import_statement.accept(visitor)
+        in_projects = sorted(visitor.in_project, **sort_kwargs)
+        third_party = sorted(visitor.third_party, **sort_kwargs)
+        standards = sorted(visitor.standard, **sort_kwargs)
+        future = sorted(visitor.future, **sort_kwargs)
+        last_index = self._first_import_line()
+        last_index = self._move_imports(future, last_index, 0)
+        last_index = self._move_imports(standards, last_index, 1)
+        last_index = self._move_imports(third_party, last_index, 1)
+        last_index = self._move_imports(in_projects, last_index, 1)
+        self.separating_lines = 2
+        self.sorted = True
+
+    def _first_import_line(self):
+        nodes = self.pymodule.get_ast().body
+        lineno = 0
+        if self.pymodule.get_doc() is not None:
+            lineno = 1
+        if len(nodes) > lineno:
+            if isinstance(nodes[lineno], ast.Import) or isinstance(
+                nodes[lineno], ast.ImportFrom
+            ):
+                return nodes[lineno].lineno
+            first_line = get_first_decorator_or_function_start_line(nodes[lineno])
+            lineno = self.pymodule.logical_lines.logical_line_in(first_line)[0]
+        else:
+            lineno = self.pymodule.lines.length()
+
+        return lineno - _count_blank_lines(
+            self.pymodule.lines.get_line, lineno - 1, 1, -1
+        )
+
+    def _get_import_name(self, import_stmt):
+        import_info = import_stmt.import_info
+        if hasattr(import_info, "module_name"):
+            return "{}.{}".format(
+                import_info.module_name,
+                import_info.names_and_aliases[0][0],
+            )
+        else:
+            return import_info.names_and_aliases[0][0]
+
+    def _key_imports(self, stm1):
+        str1 = stm1.get_import_statement()
+        return str1.startswith("from "), str1
+
+        # str1 = stmt1.get_import_statement()
+        # str2 = stmt2.get_import_statement()
+        # if str1.startswith('from ') and not str2.startswith('from '):
+        #    return 1
+        # if not str1.startswith('from ') and str2.startswith('from '):
+        #    return -1
+        # return cmp(str1, str2)
+
+    def _move_imports(self, imports, index, blank_lines):
+        if imports:
+            imports[0].move(index, blank_lines)
+            index += 1
+            if len(imports) > 1:
+                for stmt in imports[1:]:
+                    stmt.move(index)
+                    index += 1
+        return index
+
+    def handle_long_imports(self, maxdots, maxlength):
+        visitor = actions.LongImportVisitor(
+            self._current_folder(), self.project, maxdots, maxlength
+        )
+        for import_statement in self.imports:
+            if not import_statement.readonly:
+                import_statement.accept(visitor)
+        for import_info in visitor.new_imports:
+            self.add_import(import_info)
+        return visitor.to_be_renamed
+
+    def remove_pyname(self, pyname):
+        """Removes pyname when imported in ``from mod import x``"""
+        visitor = actions.RemovePyNameVisitor(
+            self.project, self.pymodule, pyname, self._current_folder()
+        )
+        for import_stmt in self.imports:
+            import_stmt.accept(visitor)
+
+
+def get_first_decorator_or_function_start_line(node):
+    decorators = getattr(node, "decorator_list", [])
+    first_line = min([decorator.lineno for decorator in decorators] + [node.lineno])
+    return first_line
+
+
+def _count_blank_lines(get_line, start, end, step=1):
+    count = 0
+    for idx in range(start, end, step):
+        if get_line(idx).strip() == "":
+            count += 1
+        else:
+            break
+    return count
+
+
+class _OneTimeSelector:
+    def __init__(self, names):
+        self.names = names
+        self.selected_names = set()
+
+    def __call__(self, imported_primary):
+        if self._can_name_be_added(imported_primary):
+            for name in self._get_dotted_tokens(imported_primary):
+                self.selected_names.add(name)
+            return True
+        return False
+
+    def _get_dotted_tokens(self, imported_primary):
+        tokens = imported_primary.split(".")
+        for i in range(len(tokens)):
+            yield ".".join(tokens[: i + 1])
+
+    def _can_name_be_added(self, imported_primary):
+        for name in self._get_dotted_tokens(imported_primary):
+            if name in self.names and name not in self.selected_names:
+                return True
+        return False
+
+
+class _UnboundNameFinder:
+    def __init__(self, pyobject):
+        self.pyobject = pyobject
+
+    def _visit_child_scope(self, node):
+        pyobject = (
+            self.pyobject.get_module()
+            .get_scope()
+            .get_inner_scope_for_line(node.lineno)
+            .pyobject
+        )
+        visitor = _LocalUnboundNameFinder(pyobject, self)
+        for child in ast.get_child_nodes(node):
+            ast.walk(child, visitor)
+
+    def _FunctionDef(self, node):
+        self._visit_child_scope(node)
+
+    def _ClassDef(self, node):
+        self._visit_child_scope(node)
+
+    def _Name(self, node):
+        if self._get_root()._is_node_interesting(node) and not self.is_bound(node.id):
+            self.add_unbound(node.id)
+
+    def _Attribute(self, node):
+        result = []
+        while isinstance(node, ast.Attribute):
+            result.append(node.attr)
+            node = node.value
+        if isinstance(node, ast.Name):
+            result.append(node.id)
+            primary = ".".join(reversed(result))
+            if self._get_root()._is_node_interesting(node) and not self.is_bound(
+                primary
+            ):
+                self.add_unbound(primary)
+        else:
+            ast.walk(node, self)
+
+    def _get_root(self):
+        pass
+
+    def is_bound(self, name, propagated=False):
+        pass
+
+    def add_unbound(self, name):
+        pass
+
+
+class _GlobalUnboundNameFinder(_UnboundNameFinder):
+    def __init__(self, pymodule, wanted_pyobject):
+        super().__init__(pymodule)
+        self.unbound = set()
+        self.names = set()
+        for name, pyname in pymodule._get_structural_attributes().items():
+            if not isinstance(pyname, (pynames.ImportedName, pynames.ImportedModule)):
+                self.names.add(name)
+        wanted_scope = wanted_pyobject.get_scope()
+        self.start = wanted_scope.get_start()
+        self.end = wanted_scope.get_end() + 1
+
+    def _get_root(self):
+        return self
+
+    def is_bound(self, primary, propagated=False):
+        name = primary.split(".")[0]
+        return name in self.names
+
+    def add_unbound(self, name):
+        names = name.split(".")
+        for i in range(len(names)):
+            self.unbound.add(".".join(names[: i + 1]))
+
+    def _is_node_interesting(self, node):
+        return self.start <= node.lineno < self.end
+
+
+class _LocalUnboundNameFinder(_UnboundNameFinder):
+    def __init__(self, pyobject, parent):
+        super().__init__(pyobject)
+        self.parent = parent
+
+    def _get_root(self):
+        return self.parent._get_root()
+
+    def is_bound(self, primary, propagated=False):
+        name = primary.split(".")[0]
+        if propagated:
+            names = self.pyobject.get_scope().get_propagated_names()
+        else:
+            names = self.pyobject.get_scope().get_names()
+        if name in names or self.parent.is_bound(name, propagated=True):
+            return True
+        return False
+
+    def add_unbound(self, name):
+        self.parent.add_unbound(name)
+
+
+class _GlobalImportFinder:
+    def __init__(self, pymodule):
+        self.current_folder = None
+        if pymodule.get_resource():
+            self.current_folder = pymodule.get_resource().parent
+            self.pymodule = pymodule
+        self.imports = []
+        self.pymodule = pymodule
+        self.lines = self.pymodule.lines
+
+    def visit_import(self, node, end_line):
+        start_line = node.lineno
+        import_statement = importinfo.ImportStatement(
+            importinfo.NormalImport(self._get_names(node.names)),
+            start_line,
+            end_line,
+            self._get_text(start_line, end_line),
+            blank_lines=self._count_empty_lines_before(start_line),
+        )
+        self.imports.append(import_statement)
+
+    def _count_empty_lines_before(self, lineno):
+        return _count_blank_lines(self.lines.get_line, lineno - 1, 0, -1)
+
+    def _count_empty_lines_after(self, lineno):
+        return _count_blank_lines(self.lines.get_line, lineno + 1, self.lines.length())
+
+    def get_separating_line_count(self):
+        if not self.imports:
+            return 0
+        return self._count_empty_lines_after(self.imports[-1].end_line - 1)
+
+    def _get_text(self, start_line, end_line):
+        result = []
+        for index in range(start_line, end_line):
+            result.append(self.lines.get_line(index))
+        return "\n".join(result)
+
+    def visit_from(self, node, end_line):
+        level = 0
+        if node.level:
+            level = node.level
+        import_info = importinfo.FromImport(
+            node.module or "",  # see comment at rope.base.ast.walk
+            level,
+            self._get_names(node.names),
+        )
+        start_line = node.lineno
+        self.imports.append(
+            importinfo.ImportStatement(
+                import_info,
+                node.lineno,
+                end_line,
+                self._get_text(start_line, end_line),
+                blank_lines=self._count_empty_lines_before(start_line),
+            )
+        )
+
+    def _get_names(self, alias_names):
+        result = []
+        for alias in alias_names:
+            result.append((alias.name, alias.asname))
+        return result
+
+    def find_import_statements(self):
+        nodes = self.pymodule.get_ast().body
+        for index, node in enumerate(nodes):
+            if isinstance(node, (ast.Import, ast.ImportFrom)):
+                lines = self.pymodule.logical_lines
+                end_line = lines.logical_line_in(node.lineno)[1] + 1
+            if isinstance(node, ast.Import):
+                self.visit_import(node, end_line)
+            if isinstance(node, ast.ImportFrom):
+                self.visit_from(node, end_line)
+        return self.imports
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/inline.py b/venv/lib/python3.8/site-packages/rope/refactor/inline.py
new file mode 120000
index 0000000..7dde276
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/inline.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/57/b2/bd/bfd808299671f52fcf40264e0571ff40ac726e9cec1a5e2a2fcaf2dd04
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/introduce_factory.py b/venv/lib/python3.8/site-packages/rope/refactor/introduce_factory.py
new file mode 120000
index 0000000..74247d9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/introduce_factory.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2b/bb/5f/d354d18da4c0a89ad2a6ed06a63ebe3e870151ec9b057e5b47ae2ad347
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/introduce_parameter.py b/venv/lib/python3.8/site-packages/rope/refactor/introduce_parameter.py
new file mode 120000
index 0000000..ee8dd7e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/introduce_parameter.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/09/0d/b3/aeb5743735e36c7702e5f7971f0855f7b6e0eaf7118c81caefd8857138
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/localtofield.py b/venv/lib/python3.8/site-packages/rope/refactor/localtofield.py
new file mode 120000
index 0000000..f21c406
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/localtofield.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/14/bb/3d/2d434f14e88fffb4cbe6eccb783510af236dfb21843590a06d2a4e17e5
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/method_object.py b/venv/lib/python3.8/site-packages/rope/refactor/method_object.py
new file mode 120000
index 0000000..23706d6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/method_object.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/86/3b/43/fd36c95fb12b80f14693aeaf5cbf032066a81c63dd525edf33e8ad7d6a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/move.py b/venv/lib/python3.8/site-packages/rope/refactor/move.py
new file mode 120000
index 0000000..0b69ce5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/move.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/30/26/fd/594f2802648a38a2f1758e3e3ac9f552ba9c2c94ddb087c02128c832c3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/multiproject.py b/venv/lib/python3.8/site-packages/rope/refactor/multiproject.py
new file mode 120000
index 0000000..349c840
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/multiproject.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b4/bb/9b/03ef0fd66b0e60916021568b6a020d053aebe6d841eab20d7d154104b3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/occurrences.py b/venv/lib/python3.8/site-packages/rope/refactor/occurrences.py
new file mode 100644
index 0000000..914a9fa
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/occurrences.py
@@ -0,0 +1,423 @@
+"""Find occurrences of a name in a project.
+
+This module consists of a `Finder` that finds all occurrences of a name
+in a project. The `Finder.find_occurrences()` method is a generator that
+yields `Occurrence` instances for each occurrence of the name. To create
+a `Finder` object, use the `create_finder()` function:
+
+    finder = occurrences.create_finder(project, 'foo', pyname)
+    for occurrence in finder.find_occurrences():
+        pass
+
+It's possible to filter the occurrences. They can be specified when
+calling the `create_finder()` function.
+
+  * `only_calls`: If True, return only those instances where the name is
+    a function that's being called.
+
+  * `imports`: If False, don't return instances that are in import
+    statements.
+
+  * `unsure`: If a predicate function, return instances where we don't
+    know what the name references. It also filters based on the
+    predicate function.
+
+  * `docs`: If True, it will search for occurrences in regions normally
+    ignored. E.g., strings and comments.
+
+  * `in_hierarchy`: If True, it will find occurrences if the name is in
+    the class's hierarchy.
+
+  * `instance`: Used only when you want implicit interfaces to be
+    considered.
+
+  * `keywords`: If False, don't return instances that are the names of keyword
+    arguments
+"""
+
+import ast
+import re
+
+from rope.base import codeanalyze
+from rope.base import evaluate
+from rope.base import exceptions
+from rope.base import pynames
+from rope.base import pyobjects
+from rope.base import utils
+from rope.base import worder
+
+
+class Finder:
+    """For finding occurrences of a name
+
+    The constructor takes a `filters` argument.  It should be a list
+    of functions that take a single argument.  For each possible
+    occurrence, these functions are called in order with the an
+    instance of `Occurrence`:
+
+      * If it returns `None` other filters are tried.
+      * If it returns `True`, the occurrence will be a match.
+      * If it returns `False`, the occurrence will be skipped.
+      * If all of the filters return `None`, it is skipped also.
+
+    """
+
+    def __init__(self, project, name, filters=[lambda o: True], docs=False):
+        self.project = project
+        self.name = name
+        self.docs = docs
+        self.filters = filters
+        self._textual_finder = _TextualFinder(name, docs=docs)
+
+    def find_occurrences(self, resource=None, pymodule=None):
+        """Generate `Occurrence` instances"""
+        tools = _OccurrenceToolsCreator(
+            self.project, resource=resource, pymodule=pymodule, docs=self.docs
+        )
+        for offset in self._textual_finder.find_offsets(tools.source_code):
+            occurrence = Occurrence(tools, offset)
+            for filter in self.filters:
+                result = filter(occurrence)
+                if result is None:
+                    continue
+                if result:
+                    yield occurrence
+                break
+
+
+def create_finder(
+    project,
+    name,
+    pyname,
+    only_calls=False,
+    imports=True,
+    unsure=None,
+    docs=False,
+    instance=None,
+    in_hierarchy=False,
+    keywords=True,
+):
+    """A factory for `Finder`
+
+    Based on the arguments it creates a list of filters.  `instance`
+    argument is needed only when you want implicit interfaces to be
+    considered.
+
+    """
+    pynames_ = {pyname}
+    filters = []
+    if only_calls:
+        filters.append(CallsFilter())
+    if not imports:
+        filters.append(NoImportsFilter())
+    if not keywords:
+        filters.append(NoKeywordsFilter())
+    if isinstance(instance, pynames.ParameterName):
+        for pyobject in instance.get_objects():
+            try:
+                pynames_.add(pyobject[name])
+            except exceptions.AttributeNotFoundError:
+                pass
+    for pyname in pynames_:
+        filters.append(PyNameFilter(pyname))
+        if in_hierarchy:
+            filters.append(InHierarchyFilter(pyname))
+    if unsure:
+        filters.append(UnsureFilter(unsure))
+    return Finder(project, name, filters=filters, docs=docs)
+
+
+class Occurrence:
+    def __init__(self, tools, offset):
+        self.tools = tools
+        self.offset = offset
+        self.resource = tools.resource
+
+    @utils.saveit
+    def get_word_range(self):
+        return self.tools.word_finder.get_word_range(self.offset)
+
+    @utils.saveit
+    def get_primary_range(self):
+        return self.tools.word_finder.get_primary_range(self.offset)
+
+    @utils.saveit
+    def get_pyname(self):
+        try:
+            return self.tools.name_finder.get_pyname_at(self.offset)
+        except exceptions.BadIdentifierError:
+            pass
+
+    @utils.saveit
+    def get_primary_and_pyname(self):
+        try:
+            return self.tools.name_finder.get_primary_and_pyname_at(self.offset)
+        except exceptions.BadIdentifierError:
+            pass
+
+    @utils.saveit
+    def is_in_import_statement(self):
+        return self.tools.word_finder.is_from_statement(
+            self.offset
+        ) or self.tools.word_finder.is_import_statement(self.offset)
+
+    def is_called(self):
+        return self.tools.word_finder.is_a_function_being_called(self.offset)
+
+    def is_defined(self):
+        return self.tools.word_finder.is_a_class_or_function_name_in_header(self.offset)
+
+    def is_a_fixed_primary(self):
+        return self.tools.word_finder.is_a_class_or_function_name_in_header(
+            self.offset
+        ) or self.tools.word_finder.is_a_name_after_from_import(self.offset)
+
+    def is_written(self):
+        return self.tools.word_finder.is_assigned_here(self.offset)
+
+    def is_unsure(self):
+        return unsure_pyname(self.get_pyname())
+
+    def is_function_keyword_parameter(self):
+        return self.tools.word_finder.is_function_keyword_parameter(self.offset)
+
+    @property
+    @utils.saveit
+    def lineno(self):
+        offset = self.get_word_range()[0]
+        return self.tools.pymodule.lines.get_line_number(offset)
+
+
+def same_pyname(expected, pyname):
+    """Check whether `expected` and `pyname` are the same"""
+    if expected is None or pyname is None:
+        return False
+    if expected == pyname:
+        return True
+    if type(expected) not in (pynames.ImportedModule, pynames.ImportedName) and type(
+        pyname
+    ) not in (pynames.ImportedModule, pynames.ImportedName):
+        return False
+    return (
+        expected.get_definition_location() == pyname.get_definition_location()
+        and expected.get_object() == pyname.get_object()
+    )
+
+
+def unsure_pyname(pyname, unbound=True):
+    """Return `True` if we don't know what this name references"""
+    if pyname is None:
+        return True
+    if unbound and not isinstance(pyname, pynames.UnboundName):
+        return False
+    if pyname.get_object() == pyobjects.get_unknown():
+        return True
+
+
+class PyNameFilter:
+    """For finding occurrences of a name."""
+
+    def __init__(self, pyname):
+        self.pyname = pyname
+
+    def __call__(self, occurrence):
+        if same_pyname(self.pyname, occurrence.get_pyname()):
+            return True
+
+
+class InHierarchyFilter:
+    """Finds the occurrence if the name is in the class's hierarchy."""
+
+    def __init__(self, pyname, implementations_only=False):
+        self.pyname = pyname
+        self.impl_only = implementations_only
+        self.pyclass = self._get_containing_class(pyname)
+        if self.pyclass is not None:
+            self.name = pyname.get_object().get_name()
+            self.roots = self._get_root_classes(self.pyclass, self.name)
+        else:
+            self.roots = None
+
+    def __call__(self, occurrence):
+        if self.roots is None:
+            return
+        pyclass = self._get_containing_class(occurrence.get_pyname())
+        if pyclass is not None:
+            roots = self._get_root_classes(pyclass, self.name)
+            if self.roots.intersection(roots):
+                return True
+
+    def _get_containing_class(self, pyname):
+        if isinstance(pyname, pynames.DefinedName):
+            scope = pyname.get_object().get_scope()
+            parent = scope.parent
+            if parent is not None and parent.get_kind() == "Class":
+                return parent.pyobject
+
+    def _get_root_classes(self, pyclass, name):
+        if self.impl_only and pyclass == self.pyclass:
+            return {pyclass}
+        result = set()
+        for superclass in pyclass.get_superclasses():
+            if name in superclass:
+                result.update(self._get_root_classes(superclass, name))
+        if not result:
+            return {pyclass}
+        return result
+
+
+class UnsureFilter:
+    """Occurrences where we don't knoow what the name references."""
+
+    def __init__(self, unsure):
+        self.unsure = unsure
+
+    def __call__(self, occurrence):
+        if occurrence.is_unsure() and self.unsure(occurrence):
+            return True
+
+
+class NoImportsFilter:
+    """Don't include import statements as occurrences."""
+
+    def __call__(self, occurrence):
+        if occurrence.is_in_import_statement():
+            return False
+
+
+class CallsFilter:
+    """Filter out non-call occurrences."""
+
+    def __call__(self, occurrence):
+        if not occurrence.is_called():
+            return False
+
+
+class NoKeywordsFilter:
+    """Filter out keyword parameters."""
+
+    def __call__(self, occurrence):
+        if occurrence.is_function_keyword_parameter():
+            return False
+
+
+class _TextualFinder:
+    def __init__(self, name, docs=False):
+        self.name = name
+        self.docs = docs
+        self.comment_pattern = _TextualFinder.any("comment", [r"#[^\n]*"])
+        self.string_pattern = _TextualFinder.any(
+            "string", [codeanalyze.get_string_pattern()]
+        )
+        self.f_string_pattern = _TextualFinder.any(
+            "fstring", [codeanalyze.get_formatted_string_pattern()]
+        )
+        self.pattern = self._get_occurrence_pattern(self.name)
+
+    def find_offsets(self, source):
+        if not self._fast_file_query(source):
+            return
+        if self.docs:
+            searcher = self._normal_search
+        else:
+            searcher = self._re_search
+        yield from searcher(source)
+
+    def _re_search(self, source):
+        for match in self.pattern.finditer(source):
+            if match.groupdict()["occurrence"]:
+                yield match.start("occurrence")
+            elif match.groupdict()["fstring"]:
+                f_string = match.groupdict()["fstring"]
+                for occurrence_node in self._search_in_f_string(f_string):
+                    yield match.start("fstring") + occurrence_node.col_offset
+
+    def _search_in_f_string(self, f_string):
+        tree = ast.parse(f_string)
+        for node in ast.walk(tree):
+            if isinstance(node, ast.Name) and node.id == self.name:
+                yield node
+
+    def _normal_search(self, source):
+        current = 0
+        while True:
+            try:
+                found = source.index(self.name, current)
+                current = found + len(self.name)
+                if (found == 0 or not self._is_id_char(source[found - 1])) and (
+                    current == len(source) or not self._is_id_char(source[current])
+                ):
+                    yield found
+            except ValueError:
+                break
+
+    def _is_id_char(self, c):
+        return c.isalnum() or c == "_"
+
+    def _fast_file_query(self, source):
+        try:
+            source.index(self.name)
+            return True
+        except ValueError:
+            return False
+
+    def _get_source(self, resource, pymodule):
+        if resource is not None:
+            return resource.read()
+        else:
+            return pymodule.source_code
+
+    def _get_occurrence_pattern(self, name):
+        occurrence_pattern = _TextualFinder.any("occurrence", ["\\b" + name + "\\b"])
+        pattern = re.compile(
+            occurrence_pattern
+            + "|"
+            + self.comment_pattern
+            + "|"
+            + self.string_pattern
+            + "|"
+            + self.f_string_pattern
+        )
+        return pattern
+
+    @staticmethod
+    def any(name, list_):
+        return "(?P<%s>" % name + "|".join(list_) + ")"
+
+
+class _OccurrenceToolsCreator:
+    def __init__(self, project, resource=None, pymodule=None, docs=False):
+        self.project = project
+        self.__resource = resource
+        self.__pymodule = pymodule
+        self.docs = docs
+
+    @property
+    @utils.saveit
+    def name_finder(self):
+        return evaluate.ScopeNameFinder(self.pymodule)
+
+    @property
+    @utils.saveit
+    def source_code(self):
+        return self.pymodule.source_code
+
+    @property
+    @utils.saveit
+    def word_finder(self):
+        return worder.Worder(self.source_code, self.docs)
+
+    @property
+    @utils.saveit
+    def resource(self):
+        if self.__resource is not None:
+            return self.__resource
+        if self.__pymodule is not None:
+            return self.__pymodule.resource
+
+    @property
+    @utils.saveit
+    def pymodule(self):
+        if self.__pymodule is not None:
+            return self.__pymodule
+        return self.project.get_pymodule(self.resource)
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/patchedast.py b/venv/lib/python3.8/site-packages/rope/refactor/patchedast.py
new file mode 100644
index 0000000..fa8e02b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/patchedast.py
@@ -0,0 +1,1071 @@
+import collections
+import numbers
+import re
+import warnings
+from itertools import chain
+
+from rope.base import ast, codeanalyze, exceptions
+from rope.base.utils import pycompat
+
+
+try:
+    basestring
+except NameError:
+    basestring = (str, bytes)
+
+COMMA_IN_WITH_PATTERN = re.compile(r"\(.*?\)|(,)")
+
+
+def get_patched_ast(source, sorted_children=False):
+    """Adds ``region`` and ``sorted_children`` fields to nodes
+
+    Adds ``sorted_children`` field only if `sorted_children` is True.
+
+    """
+    return patch_ast(ast.parse(source), source, sorted_children)
+
+
+def patch_ast(node, source, sorted_children=False):
+    """Patches the given node
+
+    After calling, each node in `node` will have a new field named
+    `region` that is a tuple containing the start and end offsets
+    of the code that generated it.
+
+    If `sorted_children` is true, a `sorted_children` field will
+    be created for each node, too.  It is a list containing child
+    nodes as well as whitespaces and comments that occur between
+    them.
+
+    """
+    if hasattr(node, "region"):
+        return node
+    walker = _PatchingASTWalker(source, children=sorted_children)
+    ast.call_for_nodes(node, walker)
+    return node
+
+
+def node_region(patched_ast_node):
+    """Get the region of a patched ast node"""
+    return patched_ast_node.region
+
+
+def write_ast(patched_ast_node):
+    """Extract source form a patched AST node with `sorted_children` field
+
+    If the node is patched with sorted_children turned off you can use
+    `node_region` function for obtaining code using module source code.
+    """
+    result = []
+    for child in patched_ast_node.sorted_children:
+        if isinstance(child, ast.AST):
+            result.append(write_ast(child))
+        else:
+            result.append(child)
+    return "".join(result)
+
+
+class MismatchedTokenError(exceptions.RopeError):
+    pass
+
+
+class _PatchingASTWalker:
+    def __init__(self, source, children=False):
+        self.source = _Source(source)
+        self.children = children
+        self.lines = codeanalyze.SourceLinesAdapter(source)
+        self.children_stack = []
+
+    Number = object()
+    String = object()
+    semicolon_or_as_in_except = object()
+    exec_open_paren_or_space = object()
+    exec_close_paren_or_space = object()
+    exec_in_or_comma = object()
+    with_or_comma_context_manager = object()
+    empty_tuple = object()
+
+    def __call__(self, node):
+        method = getattr(self, "_" + node.__class__.__name__, None)
+        if method is not None:
+            return method(node)
+        # ???: Unknown node; what should we do here?
+        warnings.warn(
+            "Unknown node type <%s>; please report!" % node.__class__.__name__,
+            RuntimeWarning,
+        )
+        node.region = (self.source.offset, self.source.offset)
+        if self.children:
+            node.sorted_children = ast.get_children(node)
+
+    def _handle(self, node, base_children, eat_parens=False, eat_spaces=False):
+        if hasattr(node, "region"):
+            # ???: The same node was seen twice; what should we do?
+            warnings.warn(
+                "Node <%s> has been already patched; please report!"
+                % node.__class__.__name__,
+                RuntimeWarning,
+            )
+            return
+
+        base_children = collections.deque(base_children)
+        self.children_stack.append(base_children)
+        children = collections.deque()
+        formats = []
+        suspected_start = self.source.offset
+        start = suspected_start
+        first_token = True
+        while base_children:
+            child = base_children.popleft()
+            if child is None:
+                continue
+            offset = self.source.offset
+            if isinstance(child, ast.AST):
+                ast.call_for_nodes(child, self)
+                token_start = child.region[0]
+            else:
+                if child is self.String:
+                    region = self.source.consume_string(
+                        end=self._find_next_statement_start()
+                    )
+                elif child is self.Number:
+                    region = self.source.consume_number()
+                elif child == self.empty_tuple:
+                    region = self.source.consume_empty_tuple()
+                elif child == "!=":
+                    # INFO: This has been added to handle deprecated ``<>``
+                    region = self.source.consume_not_equal()
+                elif child == self.semicolon_or_as_in_except:
+                    # INFO: This has been added to handle deprecated
+                    # semicolon in except
+                    region = self.source.consume_except_as_or_semicolon()
+                elif child == self.exec_open_paren_or_space:
+                    # These three cases handle the differences between
+                    # the deprecated exec statement and the exec
+                    # function.
+                    region = self.source.consume_exec_open_paren_or_space()
+                elif child == self.exec_in_or_comma:
+                    region = self.source.consume_exec_in_or_comma()
+                elif child == self.exec_close_paren_or_space:
+                    region = self.source.consume_exec_close_paren_or_space()
+                elif child == self.with_or_comma_context_manager:
+                    region = self.source.consume_with_or_comma_context_manager()
+                else:
+                    if hasattr(ast, "JoinedStr") and isinstance(
+                        node, (ast.JoinedStr, ast.FormattedValue)
+                    ):
+                        region = self.source.consume_joined_string(child)
+                    else:
+                        region = self.source.consume(child)
+                child = self.source[region[0] : region[1]]
+                token_start = region[0]
+            if not first_token:
+                formats.append(self.source[offset:token_start])
+                if self.children:
+                    children.append(self.source[offset:token_start])
+            else:
+                first_token = False
+                start = token_start
+            if self.children:
+                children.append(child)
+        start = self._handle_parens(children, start, formats)
+        if eat_parens:
+            start = self._eat_surrounding_parens(children, suspected_start, start)
+        if eat_spaces:
+            if self.children:
+                children.appendleft(self.source[0:start])
+            end_spaces = self.source[self.source.offset :]
+            self.source.consume(end_spaces)
+            if self.children:
+                children.append(end_spaces)
+            start = 0
+        if self.children:
+            node.sorted_children = children
+        node.region = (start, self.source.offset)
+        self.children_stack.pop()
+
+    def _handle_parens(self, children, start, formats):
+        """Changes `children` and returns new start"""
+        opens, closes = self._count_needed_parens(formats)
+        old_end = self.source.offset
+        new_end = None
+        for i in range(closes):
+            new_end = self.source.consume(")")[1]
+        if new_end is not None:
+            if self.children:
+                children.append(self.source[old_end:new_end])
+        new_start = start
+        for i in range(opens):
+            new_start = self.source.rfind_token("(", 0, new_start)
+        if new_start != start:
+            if self.children:
+                children.appendleft(self.source[new_start:start])
+            start = new_start
+        return start
+
+    def _eat_surrounding_parens(self, children, suspected_start, start):
+        index = self.source.rfind_token("(", suspected_start, start)
+        if index is not None:
+            old_start = start
+            old_offset = self.source.offset
+            start = index
+            if self.children:
+                children.appendleft(self.source[start + 1 : old_start])
+                children.appendleft("(")
+            token_start, token_end = self.source.consume(")")
+            if self.children:
+                children.append(self.source[old_offset:token_start])
+                children.append(")")
+        return start
+
+    def _count_needed_parens(self, children):
+        start = 0
+        opens = 0
+        for child in children:
+            if not isinstance(child, basestring):
+                continue
+            if child == "" or child[0] in "'\"":
+                continue
+            index = 0
+            while index < len(child):
+                if child[index] == ")":
+                    if opens > 0:
+                        opens -= 1
+                    else:
+                        start += 1
+                if child[index] == "(":
+                    opens += 1
+                if child[index] == "#":
+                    try:
+                        index = child.index("\n", index)
+                    except ValueError:
+                        break
+                index += 1
+        return start, opens
+
+    def _find_next_statement_start(self):
+        for children in reversed(self.children_stack):
+            for child in children:
+                if isinstance(child, ast.stmt):
+                    return child.col_offset + self.lines.get_line_start(child.lineno)
+        return len(self.source.source)
+
+    def _join(self, iterable, separator):
+        iterable = iter(iterable)
+        try:
+            yield next(iterable)
+        except StopIteration:
+            return
+        for child in iterable:
+            yield separator
+            yield child
+
+    def _flatten_keywords(self, iterable):
+        iterable = ([attr, "=", pattern] for attr, pattern in iterable)
+        iterable = self._join(iterable, separator=[","])
+        return chain.from_iterable(iterable)
+
+    def _child_nodes(self, nodes, separator):
+        return list(self._join(nodes, separator=separator))
+
+    _operators = {
+        "And": "and",
+        "Or": "or",
+        "Add": "+",
+        "Sub": "-",
+        "Mult": "*",
+        "Div": "/",
+        "Mod": "%",
+        "Pow": "**",
+        "MatMult": "@",
+        "LShift": "<<",
+        "RShift": ">>",
+        "BitOr": "|",
+        "BitAnd": "&",
+        "BitXor": "^",
+        "FloorDiv": "//",
+        "Invert": "~",
+        "Not": "not",
+        "UAdd": "+",
+        "USub": "-",
+        "Eq": "==",
+        "NotEq": "!=",
+        "Lt": "<",
+        "LtE": "<=",
+        "Gt": ">",
+        "GtE": ">=",
+        "Is": "is",
+        "IsNot": "is not",
+        "In": "in",
+        "NotIn": "not in",
+    }
+
+    def _get_op(self, node):
+        return self._operators[node.__class__.__name__].split(" ")
+
+    def _Attribute(self, node):
+        self._handle(node, [node.value, ".", node.attr])
+
+    def _Assert(self, node):
+        children = ["assert", node.test]
+        if node.msg:
+            children.append(",")
+            children.append(node.msg)
+        self._handle(node, children)
+
+    def _Assign(self, node):
+        children = self._child_nodes(node.targets, "=")
+        children.append("=")
+        children.append(node.value)
+        self._handle(node, children)
+
+    def _AugAssign(self, node):
+        children = [node.target]
+        children.extend(self._get_op(node.op))
+        children.extend(["=", node.value])
+        self._handle(node, children)
+
+    def _AnnAssign(self, node):
+        children = [node.target, ":", node.annotation]
+        if node.value is not None:
+            children.append("=")
+            children.append(node.value)
+        self._handle(node, children)
+
+    def _Repr(self, node):
+        self._handle(node, ["`", node.value, "`"])
+
+    def _BinOp(self, node):
+        children = [node.left] + self._get_op(node.op) + [node.right]
+        self._handle(node, children)
+
+    def _BoolOp(self, node):
+        self._handle(node, self._child_nodes(node.values, self._get_op(node.op)[0]))
+
+    def _Break(self, node):
+        self._handle(node, ["break"])
+
+    def _Call(self, node):
+        def _arg_sort_key(node):
+            if isinstance(node, ast.keyword):
+                return (node.value.lineno, node.value.col_offset)
+            return (node.lineno, node.col_offset)
+
+        children = [node.func, "("]
+        unstarred_args = []
+        starred_and_keywords = list(node.keywords)
+        for i, arg in enumerate(node.args):
+            if hasattr(ast, "Starred") and isinstance(arg, ast.Starred):
+                starred_and_keywords.append(arg)
+            else:
+                unstarred_args.append(arg)
+        if getattr(node, "starargs", None):
+            starred_and_keywords.append(node.starargs)
+        starred_and_keywords.sort(key=_arg_sort_key)
+        children.extend(self._child_nodes(unstarred_args, ","))
+
+        # positional args come before keywords, *args comes after all
+        # positional args, and **kwargs comes last
+        if starred_and_keywords:
+            if len(children) > 2:
+                children.append(",")
+            for i, arg in enumerate(starred_and_keywords):
+                if arg == getattr(node, "starargs", None):
+                    children.append("*")
+                children.append(arg)
+                if i + 1 < len(starred_and_keywords):
+                    children.append(",")
+
+        if getattr(node, "kwargs", None):
+            if len(children) > 2:
+                children.append(",")
+            children.extend(["**", node.kwargs])
+        children.append(")")
+        self._handle(node, children)
+
+    def _ClassDef(self, node):
+        children = []
+        if getattr(node, "decorator_list", None):
+            for decorator in node.decorator_list:
+                children.append("@")
+                children.append(decorator)
+        children.extend(["class", node.name])
+        if node.bases:
+            children.append("(")
+            children.extend(self._child_nodes(node.bases, ","))
+            children.append(")")
+        children.append(":")
+        children.extend(node.body)
+        self._handle(node, children)
+
+    def _Compare(self, node):
+        children = []
+        children.append(node.left)
+        for op, expr in zip(node.ops, node.comparators):
+            children.extend(self._get_op(op))
+            children.append(expr)
+        self._handle(node, children)
+
+    def _Delete(self, node):
+        self._handle(node, ["del"] + self._child_nodes(node.targets, ","))
+
+    def _Constant(self, node):
+        if isinstance(node.value, basestring):
+            self._handle(node, [self.String])
+            return
+
+        if any(node.value is v for v in [True, False, None]):
+            self._handle(node, [str(node.value)])
+            return
+
+        if isinstance(node.value, numbers.Number):
+            self._handle(node, [self.Number])
+            return
+
+        if node.value is Ellipsis:
+            self._handle(node, ["..."])
+            return
+
+        assert False
+
+    def _Num(self, node):
+        self._handle(node, [self.Number])
+
+    def _Str(self, node):
+        self._handle(node, [self.String])
+
+    def _Bytes(self, node):
+        self._handle(node, [self.String])
+
+    def _JoinedStr(self, node):
+        def start_quote_char():
+            possible_quotes = [
+                (self.source.source.find(q, start, end), q) for q in QUOTE_CHARS
+            ]
+            quote_pos, quote_char = min(
+                (pos, q) for pos, q in possible_quotes if pos != -1
+            )
+            return self.source[start : quote_pos + len(quote_char)]
+
+        def end_quote_char():
+            possible_quotes = [
+                (self.source.source.rfind(q, start, end), q)
+                for q in reversed(QUOTE_CHARS)
+            ]
+            _, quote_pos, quote_char = max(
+                (len(q), pos, q) for pos, q in possible_quotes if pos != -1
+            )
+            return self.source[end - len(quote_char) : end]
+
+        QUOTE_CHARS = ['"""', "'''", '"', "'"]
+        offset = self.source.offset
+        start, end = self.source.consume_string(
+            end=self._find_next_statement_start(),
+        )
+        self.source.offset = offset
+
+        children = []
+        children.append(start_quote_char())
+        for part in node.values:
+            if isinstance(part, ast.FormattedValue):
+                children.append(part)
+        children.append(end_quote_char())
+        self._handle(node, children)
+
+    def _FormattedValue(self, node):
+        children = []
+        children.append("{")
+        children.append(node.value)
+        if node.format_spec:
+            children.append(":")
+            for val in node.format_spec.values:
+                if isinstance(val, ast.FormattedValue):
+                    children.append(val.value)
+                else:
+                    children.append(val.s)
+        children.append("}")
+        self._handle(node, children)
+
+    def _Continue(self, node):
+        self._handle(node, ["continue"])
+
+    def _Dict(self, node):
+        children = []
+        children.append("{")
+        if node.keys:
+            for index, (key, value) in enumerate(zip(node.keys, node.values)):
+                if key is None:
+                    # PEP-448 dict unpacking: {a: b, **unpack}
+                    children.extend(["**", value])
+                else:
+                    children.extend([key, ":", value])
+                if index < len(node.keys) - 1:
+                    children.append(",")
+        children.append("}")
+        self._handle(node, children)
+
+    def _Ellipsis(self, node):
+        self._handle(node, ["..."])
+
+    def _Expr(self, node):
+        self._handle(node, [node.value])
+
+    def _NamedExpr(self, node):
+        children = [node.target, ":=", node.value]
+        self._handle(node, children)
+
+    def _Exec(self, node):
+        children = ["exec", self.exec_open_paren_or_space, node.body]
+        if node.globals:
+            children.extend([self.exec_in_or_comma, node.globals])
+        if node.locals:
+            children.extend([",", node.locals])
+        children.append(self.exec_close_paren_or_space)
+        self._handle(node, children)
+
+    def _ExtSlice(self, node):
+        children = []
+        for index, dim in enumerate(node.dims):
+            if index > 0:
+                children.append(",")
+            children.append(dim)
+        self._handle(node, children)
+
+    def _handle_for_loop_node(self, node, is_async):
+        if is_async:
+            children = ["async", "for"]
+        else:
+            children = ["for"]
+        children.extend([node.target, "in", node.iter, ":"])
+        children.extend(node.body)
+        if node.orelse:
+            children.extend(["else", ":"])
+            children.extend(node.orelse)
+        self._handle(node, children)
+
+    def _For(self, node):
+        self._handle_for_loop_node(node, is_async=False)
+
+    def _AsyncFor(self, node):
+        self._handle_for_loop_node(node, is_async=True)
+
+    def _ImportFrom(self, node):
+        children = ["from"]
+        if node.level:
+            children.append("." * node.level)
+        # see comment at rope.base.ast.walk
+        children.extend([node.module or "", "import"])
+        children.extend(self._child_nodes(node.names, ","))
+        self._handle(node, children)
+
+    def _alias(self, node):
+        children = [node.name]
+        if node.asname:
+            children.extend(["as", node.asname])
+        self._handle(node, children)
+
+    def _handle_function_def_node(self, node, is_async):
+        children = []
+        try:
+            decorators = getattr(node, "decorator_list")
+        except AttributeError:
+            decorators = getattr(node, "decorators", None)
+        if decorators:
+            for decorator in decorators:
+                children.append("@")
+                children.append(decorator)
+        if is_async:
+            children.extend(["async", "def"])
+        else:
+            children.extend(["def"])
+        children.extend([node.name, "(", node.args])
+        children.extend([")", ":"])
+        children.extend(node.body)
+        self._handle(node, children)
+
+    def _FunctionDef(self, node):
+        self._handle_function_def_node(node, is_async=False)
+
+    def _AsyncFunctionDef(self, node):
+        self._handle_function_def_node(node, is_async=True)
+
+    def _arguments(self, node):
+        children = []
+        args = list(node.args)
+        defaults = [None] * (len(args) - len(node.defaults)) + list(node.defaults)
+        for index, (arg, default) in enumerate(zip(args, defaults)):
+            if index > 0:
+                children.append(",")
+            self._add_args_to_children(children, arg, default)
+        if node.vararg is not None:
+            if args:
+                children.append(",")
+            children.extend(["*", pycompat.get_ast_arg_arg(node.vararg)])
+        if node.kwarg is not None:
+            if args or node.vararg is not None:
+                children.append(",")
+            children.extend(["**", pycompat.get_ast_arg_arg(node.kwarg)])
+        self._handle(node, children)
+
+    def _add_args_to_children(self, children, arg, default):
+        if isinstance(arg, (list, tuple)):
+            self._add_tuple_parameter(children, arg)
+        else:
+            children.append(arg)
+        if default is not None:
+            children.append("=")
+            children.append(default)
+
+    def _add_tuple_parameter(self, children, arg):
+        children.append("(")
+        for index, token in enumerate(arg):
+            if index > 0:
+                children.append(",")
+            if isinstance(token, (list, tuple)):
+                self._add_tuple_parameter(children, token)
+            else:
+                children.append(token)
+        children.append(")")
+
+    def _GeneratorExp(self, node):
+        children = [node.elt]
+        children.extend(node.generators)
+        self._handle(node, children, eat_parens=True)
+
+    def _comprehension(self, node):
+        children = ["for", node.target, "in", node.iter]
+        if node.ifs:
+            for if_ in node.ifs:
+                children.append("if")
+                children.append(if_)
+        self._handle(node, children)
+
+    def _Global(self, node):
+        children = self._child_nodes(node.names, ",")
+        children.insert(0, "global")
+        self._handle(node, children)
+
+    def _If(self, node):
+        if self._is_elif(node):
+            children = ["elif"]
+        else:
+            children = ["if"]
+        children.extend([node.test, ":"])
+        children.extend(node.body)
+        if node.orelse:
+            if len(node.orelse) == 1 and self._is_elif(node.orelse[0]):
+                pass
+            else:
+                children.extend(["else", ":"])
+            children.extend(node.orelse)
+        self._handle(node, children)
+
+    def _is_elif(self, node):
+        if not isinstance(node, ast.If):
+            return False
+        offset = self.lines.get_line_start(node.lineno) + node.col_offset
+        word = self.source[offset : offset + 4]
+        # XXX: This is a bug; the offset does not point to the first
+        alt_word = self.source[offset - 5 : offset - 1]
+        return "elif" in (word, alt_word)
+
+    def _IfExp(self, node):
+        return self._handle(node, [node.body, "if", node.test, "else", node.orelse])
+
+    def _Import(self, node):
+        children = ["import"]
+        children.extend(self._child_nodes(node.names, ","))
+        self._handle(node, children)
+
+    def _keyword(self, node):
+        children = []
+        if node.arg is None:
+            children.append(node.value)
+        else:
+            children.extend([node.arg, "=", node.value])
+        self._handle(node, children)
+
+    def _Lambda(self, node):
+        self._handle(node, ["lambda", node.args, ":", node.body])
+
+    def _List(self, node):
+        self._handle(node, ["["] + self._child_nodes(node.elts, ",") + ["]"])
+
+    def _ListComp(self, node):
+        children = ["[", node.elt]
+        children.extend(node.generators)
+        children.append("]")
+        self._handle(node, children)
+
+    def _Set(self, node):
+        if node.elts:
+            self._handle(node, ["{"] + self._child_nodes(node.elts, ",") + ["}"])
+            return
+        # Python doesn't have empty set literals
+        warnings.warn(
+            "Tried to handle empty <Set> literal; please report!", RuntimeWarning
+        )
+        self._handle(node, ["set(", ")"])
+
+    def _SetComp(self, node):
+        children = ["{", node.elt]
+        children.extend(node.generators)
+        children.append("}")
+        self._handle(node, children)
+
+    def _DictComp(self, node):
+        children = ["{"]
+        children.extend([node.key, ":", node.value])
+        children.extend(node.generators)
+        children.append("}")
+        self._handle(node, children)
+
+    def _Module(self, node):
+        self._handle(node, list(node.body), eat_spaces=True)
+
+    def _Name(self, node):
+        self._handle(node, [node.id])
+
+    def _NameConstant(self, node):
+        self._handle(node, [str(node.value)])
+
+    def _arg(self, node):
+        self._handle(node, [node.arg])
+
+    def _Pass(self, node):
+        self._handle(node, ["pass"])
+
+    def _Print(self, node):
+        children = ["print"]
+        if node.dest:
+            children.extend([">>", node.dest])
+            if node.values:
+                children.append(",")
+        children.extend(self._child_nodes(node.values, ","))
+        if not node.nl:
+            children.append(",")
+        self._handle(node, children)
+
+    def _Raise(self, node):
+        children = ["raise"]
+        if node.exc:
+            children.append(node.exc)
+        if node.cause:
+            children.append(node.cause)
+        self._handle(node, children)
+
+    def _Return(self, node):
+        children = ["return"]
+        if node.value:
+            children.append(node.value)
+        self._handle(node, children)
+
+    def _Sliceobj(self, node):
+        children = []
+        for index, slice in enumerate(node.nodes):
+            if index > 0:
+                children.append(":")
+            if slice:
+                children.append(slice)
+        self._handle(node, children)
+
+    def _Index(self, node):
+        self._handle(node, [node.value])
+
+    def _Subscript(self, node):
+        self._handle(node, [node.value, "[", node.slice, "]"])
+
+    def _Slice(self, node):
+        children = []
+        if node.lower:
+            children.append(node.lower)
+        children.append(":")
+        if node.upper:
+            children.append(node.upper)
+        if node.step:
+            children.append(":")
+            children.append(node.step)
+        self._handle(node, children)
+
+    def _TryFinally(self, node):
+        # @todo fixme
+        is_there_except_handler = False
+        not_empty_body = True
+        if len(node.finalbody) == 1:
+            try:
+                is_there_except_handler = isinstance(
+                    node.handlers[0], ast.ExceptHandler
+                )
+                not_empty_body = True
+            except IndexError:
+                pass
+        children = []
+        if not_empty_body or not is_there_except_handler:
+            children.extend(["try", ":"])
+        children.extend(node.body)
+        children.extend(node.handlers)
+        children.extend(["finally", ":"])
+        children.extend(node.finalbody)
+        self._handle(node, children)
+
+    def _TryExcept(self, node):
+        children = ["try", ":"]
+        children.extend(node.body)
+        children.extend(node.handlers)
+        if node.orelse:
+            children.extend(["else", ":"])
+            children.extend(node.orelse)
+        self._handle(node, children)
+
+    def _Try(self, node):
+        if len(node.finalbody):
+            self._TryFinally(node)
+        else:
+            self._TryExcept(node)
+
+    def _ExceptHandler(self, node):
+        self._excepthandler(node)
+
+    def _excepthandler(self, node):
+        # self._handle(node, [self.semicolon_or_as_in_except])
+        children = ["except"]
+        if node.type:
+            children.append(node.type)
+        if node.name:
+            children.append(self.semicolon_or_as_in_except)
+            children.append(node.name)
+        children.append(":")
+        children.extend(node.body)
+
+        self._handle(node, children)
+
+    def _Tuple(self, node):
+        if node.elts:
+            self._handle(node, self._child_nodes(node.elts, ","), eat_parens=True)
+        else:
+            self._handle(node, [self.empty_tuple])
+
+    def _UnaryOp(self, node):
+        children = self._get_op(node.op)
+        children.append(node.operand)
+        self._handle(node, children)
+
+    def _Await(self, node):
+        children = ["await"]
+        if node.value:
+            children.append(node.value)
+        self._handle(node, children)
+
+    def _Yield(self, node):
+        children = ["yield"]
+        if node.value:
+            children.append(node.value)
+        self._handle(node, children)
+
+    def _YieldFrom(self, node):
+        children = ["yield", "from", node.value]
+        self._handle(node, children)
+
+    def _While(self, node):
+        children = ["while", node.test, ":"]
+        children.extend(node.body)
+        if node.orelse:
+            children.extend(["else", ":"])
+            children.extend(node.orelse)
+        self._handle(node, children)
+
+    def _handle_with_node(self, node, is_async):
+        children = []
+
+        if is_async:
+            children.extend(["async"])
+        for item in pycompat.get_ast_with_items(node):
+            children.extend([self.with_or_comma_context_manager, item.context_expr])
+            if item.optional_vars:
+                children.extend(["as", item.optional_vars])
+        children.append(":")
+        children.extend(node.body)
+        self._handle(node, children)
+
+    def _With(self, node):
+        self._handle_with_node(node, is_async=False)
+
+    def _AsyncWith(self, node):
+        self._handle_with_node(node, is_async=True)
+
+    def _Starred(self, node):
+        self._handle(node, [node.value])
+
+    def _Match(self, node):
+        children = ["match", node.subject, ":"]
+        children.extend(node.cases)
+        self._handle(node, children)
+
+    def _match_case(self, node):
+        children = ["case", node.pattern]
+        if node.guard:
+            children.extend(["if", node.guard])
+        children.append(":")
+        children.extend(node.body)
+        self._handle(node, children)
+
+    def _MatchAs(self, node):
+        if node.pattern:
+            children = [node.pattern, "as", node.name]
+        elif node.name is None:
+            children = ["_"]
+        else:
+            children = [node.name]
+        self._handle(node, children)
+
+    def _MatchClass(self, node):
+        children = []
+        children.extend([node.cls, "("])
+        children.extend(self._child_nodes(node.patterns, ","))
+        children.extend(self._flatten_keywords(zip(node.kwd_attrs, node.kwd_patterns)))
+        children.append(")")
+        self._handle(node, children)
+
+    def _MatchValue(self, node):
+        self._handle(node, [node.value])
+
+
+class _Source:
+    def __init__(self, source):
+        self.source = source
+        self.offset = 0
+
+    def consume(self, token, skip_comment=True):
+        try:
+            while True:
+                new_offset = self.source.index(token, self.offset)
+                if self._good_token(token, new_offset) or not skip_comment:
+                    break
+                else:
+                    self._skip_comment()
+        except (ValueError, TypeError) as e:
+            raise MismatchedTokenError(
+                "Token <{}> at {} cannot be matched".format(token, self._get_location())
+            )
+        self.offset = new_offset + len(token)
+        return (new_offset, self.offset)
+
+    def consume_joined_string(self, token):
+        new_offset = self.source.index(token, self.offset)
+        self.offset = new_offset + len(token)
+        return (new_offset, self.offset)
+
+    def consume_string(self, end=None):
+        if _Source._string_pattern is None:
+            string_pattern = codeanalyze.get_string_pattern()
+            formatted_string_pattern = codeanalyze.get_formatted_string_pattern()
+            original = r"(?:{})|(?:{})".format(string_pattern, formatted_string_pattern)
+            pattern = r"({})((\s|\\\n|#[^\n]*\n)*({}))*".format(original, original)
+            _Source._string_pattern = re.compile(pattern)
+        repattern = _Source._string_pattern
+        return self._consume_pattern(repattern, end)
+
+    def consume_number(self):
+        if _Source._number_pattern is None:
+            _Source._number_pattern = re.compile(self._get_number_pattern())
+        repattern = _Source._number_pattern
+        return self._consume_pattern(repattern)
+
+    def consume_empty_tuple(self):
+        return self._consume_pattern(re.compile(r"\(\s*\)"))
+
+    def consume_not_equal(self):
+        if _Source._not_equals_pattern is None:
+            _Source._not_equals_pattern = re.compile(r"<>|!=")
+        repattern = _Source._not_equals_pattern
+        return self._consume_pattern(repattern)
+
+    def consume_except_as_or_semicolon(self):
+        repattern = re.compile(r"as|,")
+        return self._consume_pattern(repattern)
+
+    def consume_exec_open_paren_or_space(self):
+        repattern = re.compile(r"\(|")
+        return self._consume_pattern(repattern)
+
+    def consume_exec_in_or_comma(self):
+        repattern = re.compile(r"in|,")
+        return self._consume_pattern(repattern)
+
+    def consume_exec_close_paren_or_space(self):
+        repattern = re.compile(r"\)|")
+        return self._consume_pattern(repattern)
+
+    def consume_with_or_comma_context_manager(self):
+        repattern = re.compile(r"with|,")
+        return self._consume_pattern(repattern)
+
+    def _good_token(self, token, offset, start=None):
+        """Checks whether consumed token is in comments"""
+        if start is None:
+            start = self.offset
+        try:
+            comment_index = self.source.rindex("#", start, offset)
+        except ValueError:
+            return True
+        try:
+            new_line_index = self.source.rindex("\n", start, offset)
+        except ValueError:
+            return False
+        return comment_index < new_line_index
+
+    def _skip_comment(self):
+        self.offset = self.source.index("\n", self.offset + 1)
+
+    def _get_location(self):
+        lines = self.source[: self.offset].split("\n")
+        return (len(lines), len(lines[-1]))
+
+    def _consume_pattern(self, repattern, end=None):
+        while True:
+            if end is None:
+                end = len(self.source)
+            match = repattern.search(self.source, self.offset, end)
+            if self._good_token(match.group(), match.start()):
+                break
+            else:
+                self._skip_comment()
+        self.offset = match.end()
+        return match.start(), match.end()
+
+    def till_token(self, token):
+        new_offset = self.source.index(token, self.offset)
+        return self[self.offset : new_offset]
+
+    def rfind_token(self, token, start, end):
+        index = start
+        while True:
+            try:
+                index = self.source.rindex(token, start, end)
+                if self._good_token(token, index, start=start):
+                    return index
+                else:
+                    end = index
+            except ValueError:
+                return None
+
+    def from_offset(self, offset):
+        return self[offset : self.offset]
+
+    def find_backwards(self, pattern, offset):
+        return self.source.rindex(pattern, 0, offset)
+
+    def __getitem__(self, index):
+        return self.source[index]
+
+    def __getslice__(self, i, j):
+        return self.source[i:j]
+
+    def _get_number_pattern(self):
+        # HACK: It is merely an approaximation and does the job
+        integer = r"\-?(0x[\da-fA-F]+|\d+)[lL]?"
+        return r"(%s(\.\d*)?|(\.\d+))([eE][-+]?\d+)?[jJ]?" % integer
+
+    _string_pattern = None
+    _number_pattern = None
+    _not_equals_pattern = None
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/rename.py b/venv/lib/python3.8/site-packages/rope/refactor/rename.py
new file mode 120000
index 0000000..42d42aa
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/rename.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/32/b0/58/d1ff738fe1bb247c2f6054212b8f489e78b055680d864bc1668f5c779b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/restructure.py b/venv/lib/python3.8/site-packages/rope/refactor/restructure.py
new file mode 120000
index 0000000..306b6f5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/restructure.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f0/10/17/6327e3eeb2a5129ad5229232f1a947ce988fd6e1aa986dae856723ec3a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/similarfinder.py b/venv/lib/python3.8/site-packages/rope/refactor/similarfinder.py
new file mode 120000
index 0000000..753cd23
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/similarfinder.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6f/83/ff/bbe73d9c20b7e9736a732a510e20477ba26a83dfa418d08a54deb94d2f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/sourceutils.py b/venv/lib/python3.8/site-packages/rope/refactor/sourceutils.py
new file mode 120000
index 0000000..907a7bb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/sourceutils.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/13/21/c3/12f022b58e8e1dcb47ba7c51d39e4147ff5a0ffd4d2142093f9836be82
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/suites.py b/venv/lib/python3.8/site-packages/rope/refactor/suites.py
new file mode 100644
index 0000000..015902e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/suites.py
@@ -0,0 +1,168 @@
+from itertools import chain
+
+from rope.base import ast
+from rope.base.utils import pycompat
+
+
+def find_visible(node, lines):
+    """Return the line which is visible from all `lines`"""
+    root = ast_suite_tree(node)
+    return find_visible_for_suite(root, lines)
+
+
+def find_visible_for_suite(root, lines):
+    if len(lines) == 1:
+        return lines[0]
+    line1 = lines[0]
+    line2 = find_visible_for_suite(root, lines[1:])
+    suite1 = root.find_suite(line1)
+    suite2 = root.find_suite(line2)
+
+    def valid(suite):
+        return suite is not None and not suite.ignored
+
+    if valid(suite1) and not valid(suite2):
+        return line1
+    if not valid(suite1) and valid(suite2):
+        return line2
+    if not valid(suite1) and not valid(suite2):
+        return None
+    while suite1 != suite2 and suite1.parent != suite2.parent:
+        if suite1._get_level() < suite2._get_level():
+            line2 = suite2.get_start()
+            suite2 = suite2.parent
+        elif suite1._get_level() > suite2._get_level():
+            line1 = suite1.get_start()
+            suite1 = suite1.parent
+        else:
+            line1 = suite1.get_start()
+            line2 = suite2.get_start()
+            suite1 = suite1.parent
+            suite2 = suite2.parent
+    if suite1 == suite2:
+        return min(line1, line2)
+    return min(suite1.get_start(), suite2.get_start())
+
+
+def ast_suite_tree(node):
+    if hasattr(node, "lineno"):
+        lineno = node.lineno
+    else:
+        lineno = 1
+    return Suite(node.body, lineno)
+
+
+class Suite:
+    def __init__(self, child_nodes, lineno, parent=None, ignored=False):
+        self.parent = parent
+        self.lineno = lineno
+        self.child_nodes = child_nodes
+        self._children = None
+        self.ignored = ignored
+
+    def get_start(self):
+        if self.parent is None:
+            if self.child_nodes:
+                return self.local_start()
+            else:
+                return 1
+        return self.lineno
+
+    def get_children(self):
+        if self._children is None:
+            walker = _SuiteWalker(self)
+            for child in self.child_nodes:
+                ast.walk(child, walker)
+            self._children = walker.suites
+        return self._children
+
+    def local_start(self):
+        return self.child_nodes[0].lineno
+
+    def local_end(self):
+        end = self.child_nodes[-1].lineno
+        if self.get_children():
+            end = max(end, self.get_children()[-1].local_end())
+        return end
+
+    def find_suite(self, line):
+        if line is None:
+            return None
+        for child in self.get_children():
+            if child.local_start() <= line <= child.local_end():
+                return child.find_suite(line)
+        return self
+
+    def _get_level(self):
+        if self.parent is None:
+            return 0
+        return self.parent._get_level() + 1
+
+
+class _SuiteWalker:
+    def __init__(self, suite):
+        self.suite = suite
+        self.suites = []
+
+    def _If(self, node):
+        self._add_if_like_node(node)
+
+    def _For(self, node):
+        self._add_if_like_node(node)
+
+    def _While(self, node):
+        self._add_if_like_node(node)
+
+    def _With(self, node):
+        self.suites.append(Suite(node.body, node.lineno, self.suite))
+
+    def _AsyncWith(self, node):
+        self.suites.append(Suite(node.body, node.lineno, self.suite))
+
+    def _Match(self, node):
+        case_bodies = list(
+            chain.from_iterable([[case.pattern] + case.body for case in node.cases])
+        )
+        self.suites.append(Suite(case_bodies, node.lineno, self.suite))
+
+    def _TryFinally(self, node):
+        proceed_to_except_handler = False
+        if len(node.finalbody) == 1:
+            try:
+                proceed_to_except_handler = isinstance(
+                    node.handlers[0], ast.ExceptHandler
+                )
+            except IndexError:
+                pass
+        if proceed_to_except_handler:
+            self._TryExcept(node)
+        else:
+            self.suites.append(Suite(node.body, node.lineno, self.suite))
+        self.suites.append(Suite(node.finalbody, node.lineno, self.suite))
+
+    def _Try(self, node):
+        if len(node.finalbody) == 1:
+            self._TryFinally(node)
+        else:
+            self._TryExcept(node)
+
+    def _TryExcept(self, node):
+        self.suites.append(Suite(node.body, node.lineno, self.suite))
+        for handler in node.handlers:
+            self.suites.append(Suite(handler.body, node.lineno, self.suite))
+        if node.orelse:
+            self.suites.append(Suite(node.orelse, node.lineno, self.suite))
+
+    def _add_if_like_node(self, node):
+        self.suites.append(Suite(node.body, node.lineno, self.suite))
+        if node.orelse:
+            self.suites.append(Suite(node.orelse, node.lineno, self.suite))
+
+    def _FunctionDef(self, node):
+        self.suites.append(Suite(node.body, node.lineno, self.suite, ignored=True))
+
+    def _AsyncFunctionDef(self, node):
+        self.suites.append(Suite(node.body, node.lineno, self.suite, ignored=True))
+
+    def _ClassDef(self, node):
+        self.suites.append(Suite(node.body, node.lineno, self.suite, ignored=True))
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/topackage.py b/venv/lib/python3.8/site-packages/rope/refactor/topackage.py
new file mode 120000
index 0000000..24ddc5b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/topackage.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f4/0d/63/b1a84ff8ff44b100f803c8f77cf70e91788d4751f07077a8d650a58e11
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/usefunction.py b/venv/lib/python3.8/site-packages/rope/refactor/usefunction.py
new file mode 120000
index 0000000..92a84f3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/usefunction.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/77/ac/08/ea8fbd7cce831d0d4e88b5f05b722d728583463786a8f436f21f23fd01
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/rope/refactor/wildcards.py b/venv/lib/python3.8/site-packages/rope/refactor/wildcards.py
new file mode 120000
index 0000000..f1deb19
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/rope/refactor/wildcards.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/da/3b/87/b09e9297418ccefad29af02fa74081e2f81964096723b4bb107ac2cb8e
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diff --git a/venv/lib/python3.8/site-packages/secretstorage/__init__.py b/venv/lib/python3.8/site-packages/secretstorage/__init__.py
new file mode 120000
index 0000000..884f9c6
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+++ b/venv/lib/python3.8/site-packages/secretstorage/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6a/97/61/f5e32995f38a7f085a7334396b303305cfed01fca28d993fc03b1445ea
\ No newline at end of file
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diff --git a/venv/lib/python3.8/site-packages/secretstorage/collection.py b/venv/lib/python3.8/site-packages/secretstorage/collection.py
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diff --git a/venv/lib/python3.8/site-packages/setuptools-56.0.0.dist-info/LICENSE b/venv/lib/python3.8/site-packages/setuptools-56.0.0.dist-info/LICENSE
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+Copyright Jason R. Coombs
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to
+deal in the Software without restriction, including without limitation the
+rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+sell copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in
+all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
+IN THE SOFTWARE.
diff --git a/venv/lib/python3.8/site-packages/setuptools-56.0.0.dist-info/METADATA b/venv/lib/python3.8/site-packages/setuptools-56.0.0.dist-info/METADATA
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+Metadata-Version: 2.1
+Name: setuptools
+Version: 56.0.0
+Summary: Easily download, build, install, upgrade, and uninstall Python packages
+Home-page: https://github.com/pypa/setuptools
+Author: Python Packaging Authority
+Author-email: distutils-sig@python.org
+License: UNKNOWN
+Project-URL: Documentation, https://setuptools.readthedocs.io/
+Keywords: CPAN PyPI distutils eggs package management
+Platform: UNKNOWN
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Topic :: System :: Archiving :: Packaging
+Classifier: Topic :: System :: Systems Administration
+Classifier: Topic :: Utilities
+Requires-Python: >=3.6
+Provides-Extra: certs
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+Requires-Dist: pip (>=19.1) ; extra == 'testing'
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+Requires-Dist: sphinx ; extra == 'testing'
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+Requires-Dist: pytest-mypy ; (platform_python_implementation != "PyPy" and python_version < "3.10") and extra == 'testing'
+
+.. image:: https://img.shields.io/pypi/v/setuptools.svg
+   :target: `PyPI link`_
+
+.. image:: https://img.shields.io/pypi/pyversions/setuptools.svg
+   :target: `PyPI link`_
+
+.. _PyPI link: https://pypi.org/project/setuptools
+
+.. image:: https://github.com/pypa/setuptools/workflows/tests/badge.svg
+   :target: https://github.com/pypa/setuptools/actions?query=workflow%3A%22tests%22
+   :alt: tests
+
+.. image:: https://img.shields.io/badge/code%20style-black-000000.svg
+   :target: https://github.com/psf/black
+   :alt: Code style: Black
+
+.. image:: https://img.shields.io/readthedocs/setuptools/latest.svg
+    :target: https://setuptools.readthedocs.io
+
+.. image:: https://img.shields.io/codecov/c/github/pypa/setuptools/master.svg?logo=codecov&logoColor=white
+   :target: https://codecov.io/gh/pypa/setuptools
+
+.. image:: https://tidelift.com/badges/github/pypa/setuptools?style=flat
+   :target: https://tidelift.com/subscription/pkg/pypi-setuptools?utm_source=pypi-setuptools&utm_medium=readme
+
+See the `Installation Instructions
+<https://packaging.python.org/installing/>`_ in the Python Packaging
+User's Guide for instructions on installing, upgrading, and uninstalling
+Setuptools.
+
+Questions and comments should be directed to the `distutils-sig
+mailing list <http://mail.python.org/pipermail/distutils-sig/>`_.
+Bug reports and especially tested patches may be
+submitted directly to the `bug tracker
+<https://github.com/pypa/setuptools/issues>`_.
+
+
+Code of Conduct
+===============
+
+Everyone interacting in the setuptools project's codebases, issue trackers,
+chat rooms, and mailing lists is expected to follow the
+`PSF Code of Conduct <https://github.com/pypa/.github/blob/main/CODE_OF_CONDUCT.md>`_.
+
+
+For Enterprise
+==============
+
+Available as part of the Tidelift Subscription.
+
+Setuptools and the maintainers of thousands of other packages are working with Tidelift to deliver one enterprise subscription that covers all of the open source you use.
+
+`Learn more <https://tidelift.com/subscription/pkg/pypi-setuptools?utm_source=pypi-setuptools&utm_medium=referral&utm_campaign=github>`_.
+
+
+Security Contact
+================
+
+To report a security vulnerability, please use the
+`Tidelift security contact <https://tidelift.com/security>`_.
+Tidelift will coordinate the fix and disclosure.
+
+
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/setuptools-56.0.0.dist-info/dependency_links.txt
@@ -0,0 +1,2 @@
+https://files.pythonhosted.org/packages/source/c/certifi/certifi-2016.9.26.tar.gz#md5=baa81e951a29958563689d868ef1064d
+https://files.pythonhosted.org/packages/source/w/wincertstore/wincertstore-0.2.zip#md5=ae728f2f007185648d0c7a8679b361e2
diff --git a/venv/lib/python3.8/site-packages/setuptools-56.0.0.dist-info/entry_points.txt b/venv/lib/python3.8/site-packages/setuptools-56.0.0.dist-info/entry_points.txt
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+++ b/venv/lib/python3.8/site-packages/setuptools-56.0.0.dist-info/entry_points.txt
@@ -0,0 +1,60 @@
+[distutils.commands]
+alias = setuptools.command.alias:alias
+bdist_egg = setuptools.command.bdist_egg:bdist_egg
+bdist_rpm = setuptools.command.bdist_rpm:bdist_rpm
+build_clib = setuptools.command.build_clib:build_clib
+build_ext = setuptools.command.build_ext:build_ext
+build_py = setuptools.command.build_py:build_py
+develop = setuptools.command.develop:develop
+dist_info = setuptools.command.dist_info:dist_info
+easy_install = setuptools.command.easy_install:easy_install
+egg_info = setuptools.command.egg_info:egg_info
+install = setuptools.command.install:install
+install_egg_info = setuptools.command.install_egg_info:install_egg_info
+install_lib = setuptools.command.install_lib:install_lib
+install_scripts = setuptools.command.install_scripts:install_scripts
+rotate = setuptools.command.rotate:rotate
+saveopts = setuptools.command.saveopts:saveopts
+sdist = setuptools.command.sdist:sdist
+setopt = setuptools.command.setopt:setopt
+test = setuptools.command.test:test
+upload_docs = setuptools.command.upload_docs:upload_docs
+
+[distutils.setup_keywords]
+convert_2to3_doctests = setuptools.dist:assert_string_list
+dependency_links = setuptools.dist:assert_string_list
+eager_resources = setuptools.dist:assert_string_list
+entry_points = setuptools.dist:check_entry_points
+exclude_package_data = setuptools.dist:check_package_data
+extras_require = setuptools.dist:check_extras
+include_package_data = setuptools.dist:assert_bool
+install_requires = setuptools.dist:check_requirements
+namespace_packages = setuptools.dist:check_nsp
+package_data = setuptools.dist:check_package_data
+packages = setuptools.dist:check_packages
+python_requires = setuptools.dist:check_specifier
+setup_requires = setuptools.dist:check_requirements
+test_loader = setuptools.dist:check_importable
+test_runner = setuptools.dist:check_importable
+test_suite = setuptools.dist:check_test_suite
+tests_require = setuptools.dist:check_requirements
+use_2to3 = setuptools.dist:assert_bool
+use_2to3_exclude_fixers = setuptools.dist:assert_string_list
+use_2to3_fixers = setuptools.dist:assert_string_list
+zip_safe = setuptools.dist:assert_bool
+
+[egg_info.writers]
+PKG-INFO = setuptools.command.egg_info:write_pkg_info
+dependency_links.txt = setuptools.command.egg_info:overwrite_arg
+depends.txt = setuptools.command.egg_info:warn_depends_obsolete
+eager_resources.txt = setuptools.command.egg_info:overwrite_arg
+entry_points.txt = setuptools.command.egg_info:write_entries
+namespace_packages.txt = setuptools.command.egg_info:overwrite_arg
+requires.txt = setuptools.command.egg_info:write_requirements
+top_level.txt = setuptools.command.egg_info:write_toplevel_names
+
+[setuptools.finalize_distribution_options]
+2to3_doctests = setuptools.dist:Distribution._finalize_2to3_doctests
+keywords = setuptools.dist:Distribution._finalize_setup_keywords
+parent_finalize = setuptools.dist:_Distribution.finalize_options
+
diff --git a/venv/lib/python3.8/site-packages/setuptools-56.0.0.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/setuptools-56.0.0.dist-info/top_level.txt
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+++ b/venv/lib/python3.8/site-packages/setuptools-56.0.0.dist-info/top_level.txt
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+_distutils_hack
+pkg_resources
+setuptools
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+/home/runner/.cache/pip/pool/d1/cd/b7/d8b47238b19d2fe6309a093cb8cb9bc7b236d70fa2c495a24f48d02be7
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+License: MIT
+Author: Sébastien Eustace
+Author-email: sebastien@eustace.io
+Requires-Python: >=3.6,<4.0
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Project-URL: Repository, https://github.com/sdispater/tomlkit
+Description-Content-Type: text/markdown
+
+[github_release]: https://img.shields.io/github/release/sdispater/tomlkit.svg?logo=github&logoColor=white
+[pypi_version]: https://img.shields.io/pypi/v/tomlkit.svg?logo=python&logoColor=white
+[python_versions]: https://img.shields.io/pypi/pyversions/tomlkit.svg?logo=python&logoColor=white
+[github_license]: https://img.shields.io/github/license/sdispater/tomlkit.svg?logo=github&logoColor=white
+[github_action]: https://github.com/sdispater/tomlkit/actions/workflows/tests.yml/badge.svg
+
+[![GitHub Release][github_release]](https://github.com/sdispater/tomlkit/releases/)
+[![PyPI Version][pypi_version]](https://pypi.org/project/tomlkit/)
+[![Python Versions][python_versions]](https://pypi.org/project/tomlkit/)
+[![License][github_license]](https://github.com/sdispater/tomlkit/blob/master/LICENSE)
+<br>
+[![Tests][github_action]](https://github.com/sdispater/tomlkit/actions/workflows/tests.yml)
+
+# TOML Kit - Style-preserving TOML library for Python
+
+TOML Kit is a **1.0.0-compliant** [TOML](https://toml.io/) library.
+
+It includes a parser that preserves all comments, indentations, whitespace and internal element ordering,
+and makes them accessible and editable via an intuitive API.
+
+You can also create new TOML documents from scratch using the provided helpers.
+
+Part of the implementation has been adapted, improved and fixed from [Molten](https://github.com/LeopoldArkham/Molten).
+
+## Usage
+
+See the [documentation](docs/quickstart.rst) for more information.
+
+## Installation
+
+If you are using [Poetry](https://poetry.eustace.io),
+add `tomlkit` to your `pyproject.toml` file by using:
+
+```bash
+poetry add tomlkit
+```
+
+If not, you can use `pip`:
+
+```bash
+pip install tomlkit
+```
+
+## Running tests
+
+Please clone the repo with submodules with the following command
+`git clone --recurse-submodules https://github.com/sdispater/tomlkit.git`.
+We need the submodule - `toml-test` for running the tests.
+
+You can run the tests with `poetry run pytest -q tests`
+
diff --git a/venv/lib/python3.8/site-packages/tomlkit-0.11.1.dist-info/RECORD b/venv/lib/python3.8/site-packages/tomlkit-0.11.1.dist-info/RECORD
new file mode 100644
index 0000000..d2c1517
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/tomlkit-0.11.1.dist-info/RECORD
@@ -0,0 +1,30 @@
+tomlkit-0.11.1.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+tomlkit-0.11.1.dist-info/LICENSE,sha256=8vm0YLpxnaZiat0mTTeC8nWk_3qrZ3vtoIszCRHiOts,1062
+tomlkit-0.11.1.dist-info/METADATA,sha256=BhJOV6u_px1FGQYLVkTAG8LgVrpkMsAD_lFA_H1In5Q,2659
+tomlkit-0.11.1.dist-info/RECORD,,
+tomlkit-0.11.1.dist-info/WHEEL,sha256=DA86_h4QwwzGeRoz62o1svYt5kGEXpoUTuTtwzoTb30,83
+tomlkit/__init__.py,sha256=Is9Im1o8-hOEWsnZ1o-8u5tID9GdXI2b6wXsRWLll0M,953
+tomlkit/__pycache__/__init__.cpython-38.pyc,,
+tomlkit/__pycache__/_compat.cpython-38.pyc,,
+tomlkit/__pycache__/_utils.cpython-38.pyc,,
+tomlkit/__pycache__/api.cpython-38.pyc,,
+tomlkit/__pycache__/container.cpython-38.pyc,,
+tomlkit/__pycache__/exceptions.cpython-38.pyc,,
+tomlkit/__pycache__/items.cpython-38.pyc,,
+tomlkit/__pycache__/parser.cpython-38.pyc,,
+tomlkit/__pycache__/source.cpython-38.pyc,,
+tomlkit/__pycache__/toml_char.cpython-38.pyc,,
+tomlkit/__pycache__/toml_document.cpython-38.pyc,,
+tomlkit/__pycache__/toml_file.cpython-38.pyc,,
+tomlkit/_compat.py,sha256=j4vsnmiBqi6asrZIKM5HakW1WGGnZSZi1v3QfE_hQ5Y,527
+tomlkit/_utils.py,sha256=w9-IRGFDMHu2eiGhbObViM4wrls-GhL6AX91cH8kLhg,4012
+tomlkit/api.py,sha256=9komXyVNtyLhT2HBEj0yBkMTQ3O6_Ttb3lDQaKkssAU,6908
+tomlkit/container.py,sha256=8hx6UwLAXmc9P0lDrNvThMjCTrxGTp99l_MkTyzQh6Q,29435
+tomlkit/exceptions.py,sha256=q7TWFvRFtOZHGD-MqbczYlbhRnXL5TX1yLSY2gJRIiY,5480
+tomlkit/items.py,sha256=YMVdma7Erir-TiGvLx5b0SofpFZBYPOQMgxWHIqdXGs,47715
+tomlkit/parser.py,sha256=P_oPjLs2-qEfqWMWuvfFJ8PDI9WYIXrVzpcsNE2Cl2c,37195
+tomlkit/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+tomlkit/source.py,sha256=N77lv-HqqcGr1kTLe84LT-7zqLVF7YwsMOTSXRGxoXQ,4920
+tomlkit/toml_char.py,sha256=0-qksAXNIlhFHCsLtxrRcBG-Edjs0aV4ZYO-kH6gLnU,1498
+tomlkit/toml_document.py,sha256=B2A2p9Cr8W9otF4clE6KxlGdcxCCnJLlZ0MgUHBieOI,103
+tomlkit/toml_file.py,sha256=TV0tFxP5wHMZlcOvk5XumaApeJnnahjoKHxaiiekIkY,1405
diff --git a/venv/lib/python3.8/site-packages/tomlkit-0.11.1.dist-info/WHEEL b/venv/lib/python3.8/site-packages/tomlkit-0.11.1.dist-info/WHEEL
new file mode 120000
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/tomlkit-0.11.1.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0c/0f/3a/fe1e10c30cc6791a33eb6a35b2f62de641845e9a144ee4edc33a136f7d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/tomlkit/__init__.py b/venv/lib/python3.8/site-packages/tomlkit/__init__.py
new file mode 100644
index 0000000..1abb1eb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/tomlkit/__init__.py
@@ -0,0 +1,54 @@
+from .api import TOMLDocument
+from .api import aot
+from .api import array
+from .api import boolean
+from .api import comment
+from .api import date
+from .api import datetime
+from .api import document
+from .api import dump
+from .api import dumps
+from .api import float_
+from .api import inline_table
+from .api import integer
+from .api import item
+from .api import key
+from .api import key_value
+from .api import load
+from .api import loads
+from .api import nl
+from .api import parse
+from .api import string
+from .api import table
+from .api import time
+from .api import value
+from .api import ws
+
+
+__version__ = "0.11.1"
+__all__ = [
+    "aot",
+    "array",
+    "boolean",
+    "comment",
+    "date",
+    "datetime",
+    "document",
+    "dump",
+    "dumps",
+    "float_",
+    "inline_table",
+    "integer",
+    "item",
+    "key",
+    "key_value",
+    "load",
+    "loads",
+    "nl",
+    "parse",
+    "string",
+    "table",
+    "time",
+    "value",
+    "ws",
+]
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index 0000000..070c583
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+++ b/venv/lib/python3.8/site-packages/tomlkit/container.py
@@ -0,0 +1,903 @@
+import copy
+
+from typing import Any
+from typing import Dict
+from typing import Iterator
+from typing import List
+from typing import Optional
+from typing import Tuple
+from typing import Union
+
+from ._compat import decode
+from ._utils import merge_dicts
+from .exceptions import KeyAlreadyPresent
+from .exceptions import NonExistentKey
+from .exceptions import TOMLKitError
+from .items import AoT
+from .items import Comment
+from .items import Item
+from .items import Key
+from .items import Null
+from .items import SingleKey
+from .items import Table
+from .items import Trivia
+from .items import Whitespace
+from .items import _CustomDict
+from .items import item as _item
+
+
+_NOT_SET = object()
+
+
+class Container(_CustomDict):
+    """
+    A container for items within a TOMLDocument.
+
+    This class implements the `dict` interface with copy/deepcopy protocol.
+    """
+
+    def __init__(self, parsed: bool = False) -> None:
+        self._map: Dict[Key, int] = {}
+        self._body: List[Tuple[Optional[Key], Item]] = []
+        self._parsed = parsed
+        self._table_keys = []
+
+    @property
+    def body(self) -> List[Tuple[Optional[Key], Item]]:
+        return self._body
+
+    def unwrap(self) -> str:
+        unwrapped = {}
+        for k, v in self.items():
+            if k is None:
+                continue
+
+            if isinstance(k, Key):
+                k = k.key
+
+            if isinstance(v, Item):
+                v = v.unwrap()
+
+            if k in unwrapped:
+                merge_dicts(unwrapped[k], v)
+            else:
+                unwrapped[k] = v
+
+        return unwrapped
+
+    @property
+    def value(self) -> Dict[Any, Any]:
+        d = {}
+        for k, v in self._body:
+            if k is None:
+                continue
+
+            k = k.key
+            v = v.value
+
+            if isinstance(v, Container):
+                v = v.value
+
+            if k in d:
+                merge_dicts(d[k], v)
+            else:
+                d[k] = v
+
+        return d
+
+    def parsing(self, parsing: bool) -> None:
+        self._parsed = parsing
+
+        for _, v in self._body:
+            if isinstance(v, Table):
+                v.value.parsing(parsing)
+            elif isinstance(v, AoT):
+                for t in v.body:
+                    t.value.parsing(parsing)
+
+    def add(
+        self, key: Union[Key, Item, str], item: Optional[Item] = None
+    ) -> "Container":
+        """
+        Adds an item to the current Container.
+
+        :Example:
+
+        >>> # add a key-value pair
+        >>> doc.add('key', 'value')
+        >>> # add a comment or whitespace or newline
+        >>> doc.add(comment('# comment'))
+        """
+        if item is None:
+            if not isinstance(key, (Comment, Whitespace)):
+                raise ValueError(
+                    "Non comment/whitespace items must have an associated key"
+                )
+
+            key, item = None, key
+
+        return self.append(key, item)
+
+    def _handle_dotted_key(self, key: Key, value: Item) -> None:
+        names = tuple(iter(key))
+        name = names[0]
+        name._dotted = True
+        if name in self:
+            if not isinstance(value, Table):
+                table = Table(Container(True), Trivia(), False, is_super_table=True)
+                _table = table
+                for i, _name in enumerate(names[1:]):
+                    if i == len(names) - 2:
+                        _name.sep = key.sep
+
+                        _table.append(_name, value)
+                    else:
+                        _name._dotted = True
+                        _table.append(
+                            _name,
+                            Table(
+                                Container(True),
+                                Trivia(),
+                                False,
+                                is_super_table=i < len(names) - 2,
+                            ),
+                        )
+
+                        _table = _table[_name]
+
+                value = table
+
+            self.append(name, value)
+
+            return
+        else:
+            table = Table(Container(True), Trivia(), False, is_super_table=True)
+            self.append(name, table)
+
+        for i, _name in enumerate(names[1:]):
+            if i == len(names) - 2:
+                _name.sep = key.sep
+
+                table.append(_name, value)
+            else:
+                _name._dotted = True
+                if _name in table.value:
+                    table = table.value[_name]
+                else:
+                    table.append(
+                        _name,
+                        Table(
+                            Container(True),
+                            Trivia(),
+                            False,
+                            is_super_table=i < len(names) - 2,
+                        ),
+                    )
+
+                    table = table[_name]
+
+    def append(self, key: Union[Key, str, None], item: Item) -> "Container":
+        """Similar to :meth:`add` but both key and value must be given."""
+        if not isinstance(key, Key) and key is not None:
+            key = SingleKey(key)
+
+        if not isinstance(item, Item):
+            item = _item(item)
+
+        if key is not None and key.is_multi():
+            self._handle_dotted_key(key, item)
+            return self
+
+        if isinstance(item, (AoT, Table)) and item.name is None:
+            item.name = key.key
+
+        prev = self._previous_item()
+        prev_ws = isinstance(prev, Whitespace) or ends_with_whitespace(prev)
+        if isinstance(item, Table):
+            if item.name != key.key:
+                item.invalidate_display_name()
+            if self._body and not (self._parsed or item.trivia.indent or prev_ws):
+                item.trivia.indent = "\n"
+
+        if isinstance(item, AoT) and self._body and not self._parsed:
+            item.invalidate_display_name()
+            if item and not ("\n" in item[0].trivia.indent or prev_ws):
+                item[0].trivia.indent = "\n" + item[0].trivia.indent
+
+        if key is not None and key in self:
+            current_idx = self._map[key]
+            if isinstance(current_idx, tuple):
+                current_body_element = self._body[current_idx[-1]]
+            else:
+                current_body_element = self._body[current_idx]
+
+            current = current_body_element[1]
+
+            if isinstance(item, Table):
+                if not isinstance(current, (Table, AoT)):
+                    raise KeyAlreadyPresent(key)
+
+                if item.is_aot_element():
+                    # New AoT element found later on
+                    # Adding it to the current AoT
+                    if not isinstance(current, AoT):
+                        current = AoT([current, item], parsed=self._parsed)
+
+                        self._replace(key, key, current)
+                    else:
+                        current.append(item)
+
+                    return self
+                elif current.is_aot():
+                    if not item.is_aot_element():
+                        # Tried to define a table after an AoT with the same name.
+                        raise KeyAlreadyPresent(key)
+
+                    current.append(item)
+
+                    return self
+                elif current.is_super_table():
+                    if item.is_super_table():
+                        # We need to merge both super tables
+                        if (
+                            self._table_keys[-1] != current_body_element[0]
+                            or key.is_dotted()
+                            or current_body_element[0].is_dotted()
+                        ):
+                            if not isinstance(current_idx, tuple):
+                                current_idx = (current_idx,)
+
+                            self._map[key] = current_idx + (len(self._body),)
+                            self._body.append((key, item))
+                            self._table_keys.append(key)
+
+                            # Building a temporary proxy to check for errors
+                            OutOfOrderTableProxy(self, self._map[key])
+
+                            return self
+
+                        # Create a new element to replace the old one
+                        current = copy.deepcopy(current)
+                        for k, v in item.value.body:
+                            current.append(k, v)
+                        self._body[
+                            current_idx[-1]
+                            if isinstance(current_idx, tuple)
+                            else current_idx
+                        ] = (current_body_element[0], current)
+
+                        return self
+                    elif current_body_element[0].is_dotted():
+                        raise TOMLKitError("Redefinition of an existing table")
+                elif not item.is_super_table():
+                    raise KeyAlreadyPresent(key)
+            elif isinstance(item, AoT):
+                if not isinstance(current, AoT):
+                    # Tried to define an AoT after a table with the same name.
+                    raise KeyAlreadyPresent(key)
+
+                for table in item.body:
+                    current.append(table)
+
+                return self
+            else:
+                raise KeyAlreadyPresent(key)
+
+        is_table = isinstance(item, (Table, AoT))
+        if key is not None and self._body and not self._parsed:
+            # If there is already at least one table in the current container
+            # and the given item is not a table, we need to find the last
+            # item that is not a table and insert after it
+            # If no such item exists, insert at the top of the table
+            key_after = None
+            for i, (k, v) in enumerate(self._body):
+                if isinstance(v, Null):
+                    continue  # Null elements are inserted after deletion
+
+                if isinstance(v, Whitespace) and not v.is_fixed():
+                    continue
+
+                if not is_table and isinstance(v, (Table, AoT)):
+                    break
+
+                key_after = k or i  # last scalar, Array or InlineTable value
+
+            if key_after is not None:
+                if isinstance(key_after, int):
+                    if key_after + 1 < len(self._body):
+                        return self._insert_at(key_after + 1, key, item)
+                    else:
+                        previous_item = self._body[-1][1]
+                        if not (
+                            isinstance(previous_item, Whitespace)
+                            or ends_with_whitespace(previous_item)
+                            or is_table
+                            or "\n" in previous_item.trivia.trail
+                        ):
+                            previous_item.trivia.trail += "\n"
+                else:
+                    return self._insert_after(key_after, key, item)
+            else:
+                return self._insert_at(0, key, item)
+
+        if key in self._map:
+            current_idx = self._map[key]
+            if isinstance(current_idx, tuple):
+                current_idx = current_idx[-1]
+
+            current = self._body[current_idx][1]
+            if key is not None and not isinstance(current, Table):
+                raise KeyAlreadyPresent(key)
+
+            # Adding sub tables to a currently existing table
+            if not isinstance(current_idx, tuple):
+                current_idx = (current_idx,)
+
+            self._map[key] = current_idx + (len(self._body),)
+        else:
+            self._map[key] = len(self._body)
+
+        self._body.append((key, item))
+        if item.is_table():
+            self._table_keys.append(key)
+
+        if key is not None:
+            dict.__setitem__(self, key.key, item.value)
+
+        return self
+
+    def _remove_at(self, idx: int) -> None:
+        key = self._body[idx][0]
+        index = self._map.get(key)
+        if index is None:
+            raise NonExistentKey(key)
+        self._body[idx] = (None, Null())
+
+        if isinstance(index, tuple):
+            index = list(index)
+            index.remove(idx)
+            if len(index) == 1:
+                index = index.pop()
+            else:
+                index = tuple(index)
+            self._map[key] = index
+        else:
+            dict.__delitem__(self, key.key)
+            self._map.pop(key)
+
+    def remove(self, key: Union[Key, str]) -> "Container":
+        """Remove a key from the container."""
+        if not isinstance(key, Key):
+            key = SingleKey(key)
+
+        idx = self._map.pop(key, None)
+        if idx is None:
+            raise NonExistentKey(key)
+
+        if isinstance(idx, tuple):
+            for i in idx:
+                self._body[i] = (None, Null())
+        else:
+            self._body[idx] = (None, Null())
+
+        dict.__delitem__(self, key.key)
+
+        return self
+
+    def _insert_after(
+        self, key: Union[Key, str], other_key: Union[Key, str], item: Any
+    ) -> "Container":
+        if key is None:
+            raise ValueError("Key cannot be null in insert_after()")
+
+        if key not in self:
+            raise NonExistentKey(key)
+
+        if not isinstance(key, Key):
+            key = SingleKey(key)
+
+        if not isinstance(other_key, Key):
+            other_key = SingleKey(other_key)
+
+        item = _item(item)
+
+        idx = self._map[key]
+        # Insert after the max index if there are many.
+        if isinstance(idx, tuple):
+            idx = max(idx)
+        current_item = self._body[idx][1]
+        if "\n" not in current_item.trivia.trail:
+            current_item.trivia.trail += "\n"
+
+        # Increment indices after the current index
+        for k, v in self._map.items():
+            if isinstance(v, tuple):
+                new_indices = []
+                for v_ in v:
+                    if v_ > idx:
+                        v_ = v_ + 1
+
+                    new_indices.append(v_)
+
+                self._map[k] = tuple(new_indices)
+            elif v > idx:
+                self._map[k] = v + 1
+
+        self._map[other_key] = idx + 1
+        self._body.insert(idx + 1, (other_key, item))
+
+        if key is not None:
+            dict.__setitem__(self, other_key.key, item.value)
+
+        return self
+
+    def _insert_at(self, idx: int, key: Union[Key, str], item: Any) -> "Container":
+        if idx > len(self._body) - 1:
+            raise ValueError(f"Unable to insert at position {idx}")
+
+        if not isinstance(key, Key):
+            key = SingleKey(key)
+
+        item = _item(item)
+
+        if idx > 0:
+            previous_item = self._body[idx - 1][1]
+            if not (
+                isinstance(previous_item, Whitespace)
+                or ends_with_whitespace(previous_item)
+                or isinstance(item, (AoT, Table))
+                or "\n" in previous_item.trivia.trail
+            ):
+                previous_item.trivia.trail += "\n"
+
+        # Increment indices after the current index
+        for k, v in self._map.items():
+            if isinstance(v, tuple):
+                new_indices = []
+                for v_ in v:
+                    if v_ >= idx:
+                        v_ = v_ + 1
+
+                    new_indices.append(v_)
+
+                self._map[k] = tuple(new_indices)
+            elif v >= idx:
+                self._map[k] = v + 1
+
+        self._map[key] = idx
+        self._body.insert(idx, (key, item))
+
+        if key is not None:
+            dict.__setitem__(self, key.key, item.value)
+
+        return self
+
+    def item(self, key: Union[Key, str]) -> Item:
+        """Get an item for the given key."""
+        if not isinstance(key, Key):
+            key = SingleKey(key)
+
+        idx = self._map.get(key, None)
+        if idx is None:
+            raise NonExistentKey(key)
+
+        if isinstance(idx, tuple):
+            # The item we are getting is an out of order table
+            # so we need a proxy to retrieve the proper objects
+            # from the parent container
+            return OutOfOrderTableProxy(self, idx)
+
+        return self._body[idx][1]
+
+    def last_item(self) -> Optional[Item]:
+        """Get the last item."""
+        if self._body:
+            return self._body[-1][1]
+
+    def as_string(self) -> str:
+        """Render as TOML string."""
+        s = ""
+        for k, v in self._body:
+            if k is not None:
+                if isinstance(v, Table):
+                    s += self._render_table(k, v)
+                elif isinstance(v, AoT):
+                    s += self._render_aot(k, v)
+                else:
+                    s += self._render_simple_item(k, v)
+            else:
+                s += self._render_simple_item(k, v)
+
+        return s
+
+    def _render_table(
+        self, key: Key, table: Table, prefix: Optional[str] = None
+    ) -> str:
+        cur = ""
+
+        if table.display_name is not None:
+            _key = table.display_name
+        else:
+            _key = key.as_string()
+
+            if prefix is not None:
+                _key = prefix + "." + _key
+
+        if not table.is_super_table() or (
+            any(
+                not isinstance(v, (Table, AoT, Whitespace)) for _, v in table.value.body
+            )
+            and not key.is_dotted()
+        ):
+            open_, close = "[", "]"
+            if table.is_aot_element():
+                open_, close = "[[", "]]"
+
+            cur += "{}{}{}{}{}{}{}{}".format(
+                table.trivia.indent,
+                open_,
+                decode(_key),
+                close,
+                table.trivia.comment_ws,
+                decode(table.trivia.comment),
+                table.trivia.trail,
+                "\n" if "\n" not in table.trivia.trail and len(table.value) > 0 else "",
+            )
+        elif table.trivia.indent == "\n":
+            cur += table.trivia.indent
+
+        for k, v in table.value.body:
+            if isinstance(v, Table):
+                if v.is_super_table():
+                    if k.is_dotted() and not key.is_dotted():
+                        # Dotted key inside table
+                        cur += self._render_table(k, v)
+                    else:
+                        cur += self._render_table(k, v, prefix=_key)
+                else:
+                    cur += self._render_table(k, v, prefix=_key)
+            elif isinstance(v, AoT):
+                cur += self._render_aot(k, v, prefix=_key)
+            else:
+                cur += self._render_simple_item(
+                    k, v, prefix=_key if key.is_dotted() else None
+                )
+
+        return cur
+
+    def _render_aot(self, key, aot, prefix=None):
+        _key = key.as_string()
+        if prefix is not None:
+            _key = prefix + "." + _key
+
+        cur = ""
+        _key = decode(_key)
+        for table in aot.body:
+            cur += self._render_aot_table(table, prefix=_key)
+
+        return cur
+
+    def _render_aot_table(self, table: Table, prefix: Optional[str] = None) -> str:
+        cur = ""
+
+        _key = prefix or ""
+
+        if not table.is_super_table():
+            open_, close = "[[", "]]"
+
+            cur += "{}{}{}{}{}{}{}".format(
+                table.trivia.indent,
+                open_,
+                decode(_key),
+                close,
+                table.trivia.comment_ws,
+                decode(table.trivia.comment),
+                table.trivia.trail,
+            )
+
+        for k, v in table.value.body:
+            if isinstance(v, Table):
+                if v.is_super_table():
+                    if k.is_dotted():
+                        # Dotted key inside table
+                        cur += self._render_table(k, v)
+                    else:
+                        cur += self._render_table(k, v, prefix=_key)
+                else:
+                    cur += self._render_table(k, v, prefix=_key)
+            elif isinstance(v, AoT):
+                cur += self._render_aot(k, v, prefix=_key)
+            else:
+                cur += self._render_simple_item(k, v)
+
+        return cur
+
+    def _render_simple_item(self, key, item, prefix=None):
+        if key is None:
+            return item.as_string()
+
+        _key = key.as_string()
+        if prefix is not None:
+            _key = prefix + "." + _key
+
+        return "{}{}{}{}{}{}{}".format(
+            item.trivia.indent,
+            decode(_key),
+            key.sep,
+            decode(item.as_string()),
+            item.trivia.comment_ws,
+            decode(item.trivia.comment),
+            item.trivia.trail,
+        )
+
+    def __len__(self) -> int:
+        return dict.__len__(self)
+
+    def __iter__(self) -> Iterator[str]:
+        return iter(dict.keys(self))
+
+    # Dictionary methods
+    def __getitem__(self, key: Union[Key, str]) -> Union[Item, "Container"]:
+        if not isinstance(key, Key):
+            key = SingleKey(key)
+
+        idx = self._map.get(key, None)
+        if idx is None:
+            raise NonExistentKey(key)
+
+        if isinstance(idx, tuple):
+            # The item we are getting is an out of order table
+            # so we need a proxy to retrieve the proper objects
+            # from the parent container
+            return OutOfOrderTableProxy(self, idx)
+
+        item = self._body[idx][1]
+        if item.is_boolean():
+            return item.value
+
+        return item
+
+    def __setitem__(self, key: Union[Key, str], value: Any) -> None:
+        if key is not None and key in self:
+            old_key = next(filter(lambda k: k == key, self._map))
+            self._replace(old_key, key, value)
+        else:
+            self.append(key, value)
+
+    def __delitem__(self, key: Union[Key, str]) -> None:
+        self.remove(key)
+
+    def setdefault(self, key: Union[Key, str], default: Any) -> Any:
+        super().setdefault(key, default=default)
+        return self[key]
+
+    def _replace(
+        self, key: Union[Key, str], new_key: Union[Key, str], value: Item
+    ) -> None:
+        if not isinstance(key, Key):
+            key = SingleKey(key)
+
+        idx = self._map.get(key, None)
+        if idx is None:
+            raise NonExistentKey(key)
+
+        self._replace_at(idx, new_key, value)
+
+    def _replace_at(
+        self, idx: Union[int, Tuple[int]], new_key: Union[Key, str], value: Item
+    ) -> None:
+        value = _item(value)
+
+        if isinstance(idx, tuple):
+            for i in idx[1:]:
+                self._body[i] = (None, Null())
+
+            idx = idx[0]
+
+        k, v = self._body[idx]
+        if not isinstance(new_key, Key):
+            if (
+                isinstance(value, (AoT, Table)) != isinstance(v, (AoT, Table))
+                or new_key != k.key
+            ):
+                new_key = SingleKey(new_key)
+            else:  # Inherit the sep of the old key
+                new_key = k
+
+        del self._map[k]
+        self._map[new_key] = idx
+        if new_key != k:
+            dict.__delitem__(self, k)
+
+        if isinstance(value, (AoT, Table)) != isinstance(v, (AoT, Table)):
+            # new tables should appear after all non-table values
+            self.remove(k)
+            for i in range(idx, len(self._body)):
+                if isinstance(self._body[i][1], (AoT, Table)):
+                    self._insert_at(i, new_key, value)
+                    idx = i
+                    break
+            else:
+                idx = -1
+                self.append(new_key, value)
+        else:
+            # Copying trivia
+            if not isinstance(value, (Whitespace, AoT)):
+                value.trivia.indent = v.trivia.indent
+                value.trivia.comment_ws = value.trivia.comment_ws or v.trivia.comment_ws
+                value.trivia.comment = value.trivia.comment or v.trivia.comment
+                value.trivia.trail = v.trivia.trail
+            self._body[idx] = (new_key, value)
+
+        if hasattr(value, "invalidate_display_name"):
+            value.invalidate_display_name()  # type: ignore[attr-defined]
+
+        if isinstance(value, Table):
+            # Insert a cosmetic new line for tables if:
+            # - it does not have it yet OR is not followed by one
+            # - it is not the last item
+            last, _ = self._previous_item_with_index()
+            idx = last if idx < 0 else idx
+            has_ws = ends_with_whitespace(value)
+            next_ws = idx < last and isinstance(self._body[idx + 1][1], Whitespace)
+            if idx < last and not (next_ws or has_ws):
+                value.append(None, Whitespace("\n"))
+
+            dict.__setitem__(self, new_key.key, value.value)
+
+    def __str__(self) -> str:
+        return str(self.value)
+
+    def __repr__(self) -> str:
+        return repr(self.value)
+
+    def __eq__(self, other: dict) -> bool:
+        if not isinstance(other, dict):
+            return NotImplemented
+
+        return self.value == other
+
+    def _getstate(self, protocol):
+        return (self._parsed,)
+
+    def __reduce__(self):
+        return self.__reduce_ex__(2)
+
+    def __reduce_ex__(self, protocol):
+        return (
+            self.__class__,
+            self._getstate(protocol),
+            (self._map, self._body, self._parsed, self._table_keys),
+        )
+
+    def __setstate__(self, state):
+        self._map = state[0]
+        self._body = state[1]
+        self._parsed = state[2]
+        self._table_keys = state[3]
+
+        for key, item in self._body:
+            if key is not None:
+                dict.__setitem__(self, key.key, item.value)
+
+    def copy(self) -> "Container":
+        return copy.copy(self)
+
+    def __copy__(self) -> "Container":
+        c = self.__class__(self._parsed)
+        for k, v in dict.items(self):
+            dict.__setitem__(c, k, v)
+
+        c._body += self.body
+        c._map.update(self._map)
+
+        return c
+
+    def _previous_item_with_index(
+        self, idx: Optional[int] = None, ignore=(Null,)
+    ) -> Optional[Tuple[int, Item]]:
+        """Find the immediate previous item before index ``idx``"""
+        if idx is None or idx > len(self._body):
+            idx = len(self._body)
+        for i in range(idx - 1, -1, -1):
+            v = self._body[i][-1]
+            if not isinstance(v, ignore):
+                return i, v
+        return None
+
+    def _previous_item(
+        self, idx: Optional[int] = None, ignore=(Null,)
+    ) -> Optional[Item]:
+        """Find the immediate previous item before index ``idx``.
+        If ``idx`` is not given, the last item is returned.
+        """
+        prev = self._previous_item_with_index(idx, ignore)
+        return prev[-1] if prev else None
+
+
+class OutOfOrderTableProxy(_CustomDict):
+    def __init__(self, container: Container, indices: Tuple[int]) -> None:
+        self._container = container
+        self._internal_container = Container(True)
+        self._tables = []
+        self._tables_map = {}
+
+        for i in indices:
+            _, item = self._container._body[i]
+
+            if isinstance(item, Table):
+                self._tables.append(item)
+                table_idx = len(self._tables) - 1
+                for k, v in item.value.body:
+                    self._internal_container.append(k, v)
+                    self._tables_map[k] = table_idx
+                    if k is not None:
+                        dict.__setitem__(self, k.key, v)
+
+    def unwrap(self) -> str:
+        return self._internal_container.unwrap()
+
+    @property
+    def value(self):
+        return self._internal_container.value
+
+    def __getitem__(self, key: Union[Key, str]) -> Any:
+        if key not in self._internal_container:
+            raise NonExistentKey(key)
+
+        return self._internal_container[key]
+
+    def __setitem__(self, key: Union[Key, str], item: Any) -> None:
+        if key in self._tables_map:
+            table = self._tables[self._tables_map[key]]
+            table[key] = item
+        elif self._tables:
+            table = self._tables[0]
+            table[key] = item
+        else:
+            self._container[key] = item
+
+        self._internal_container[key] = item
+        if key is not None:
+            dict.__setitem__(self, key, item)
+
+    def _remove_table(self, table: Table) -> None:
+        """Remove table from the parent container"""
+        self._tables.remove(table)
+        for idx, item in enumerate(self._container._body):
+            if item[1] is table:
+                self._container._remove_at(idx)
+                break
+
+    def __delitem__(self, key: Union[Key, str]) -> None:
+        if key in self._tables_map:
+            table = self._tables[self._tables_map[key]]
+            del table[key]
+            if not table and len(self._tables) > 1:
+                self._remove_table(table)
+            del self._tables_map[key]
+        else:
+            raise NonExistentKey(key)
+
+        del self._internal_container[key]
+        if key is not None:
+            dict.__delitem__(self, key)
+
+    def __iter__(self) -> Iterator[str]:
+        return iter(dict.keys(self))
+
+    def __len__(self) -> int:
+        return dict.__len__(self)
+
+    def setdefault(self, key: Union[Key, str], default: Any) -> Any:
+        super().setdefault(key, default=default)
+        return self[key]
+
+
+def ends_with_whitespace(it: Any) -> bool:
+    """Returns ``True`` if the given item ``it`` is a ``Table`` or ``AoT`` object
+    ending with a ``Whitespace``.
+    """
+    return (
+        isinstance(it, Table) and isinstance(it.value._previous_item(), Whitespace)
+    ) or (isinstance(it, AoT) and len(it) > 0 and isinstance(it[-1], Whitespace))
diff --git a/venv/lib/python3.8/site-packages/tomlkit/exceptions.py b/venv/lib/python3.8/site-packages/tomlkit/exceptions.py
new file mode 120000
index 0000000..b13e049
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/tomlkit/exceptions.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ab/b4/d6/16f445b4e647183f8ca9b7336256e14675cbe535f5c8b498da02512226
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/tomlkit/items.py b/venv/lib/python3.8/site-packages/tomlkit/items.py
new file mode 100644
index 0000000..0e36b88
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/tomlkit/items.py
@@ -0,0 +1,1852 @@
+import abc
+import copy
+import re
+import string
+
+from datetime import date
+from datetime import datetime
+from datetime import time
+from datetime import tzinfo
+from enum import Enum
+from functools import lru_cache
+from typing import TYPE_CHECKING
+from typing import Any
+from typing import Collection
+from typing import Dict
+from typing import Iterable
+from typing import Iterator
+from typing import List
+from typing import Optional
+from typing import Sequence
+from typing import TypeVar
+from typing import Union
+from typing import cast
+from typing import overload
+
+from ._compat import PY38
+from ._compat import decode
+from ._utils import CONTROL_CHARS
+from ._utils import escape_string
+from .exceptions import InvalidStringError
+from .toml_char import TOMLChar
+
+
+if TYPE_CHECKING:  # pragma: no cover
+    # Define _CustomList and _CustomDict as a workaround for:
+    # https://github.com/python/mypy/issues/11427
+    #
+    # According to this issue, the typeshed contains a "lie"
+    # (it adds MutableSequence to the ancestry of list and MutableMapping to
+    # the ancestry of dict) which completely messes with the type inference for
+    # Table, InlineTable, Array and Container.
+    #
+    # Importing from builtins is preferred over simple assignment, see issues:
+    # https://github.com/python/mypy/issues/8715
+    # https://github.com/python/mypy/issues/10068
+    from builtins import dict as _CustomDict
+    from builtins import list as _CustomList
+
+    # Allow type annotations but break circular imports
+    from . import container
+else:
+    from collections.abc import MutableMapping
+    from collections.abc import MutableSequence
+
+    class _CustomList(MutableSequence, list):
+        """Adds MutableSequence mixin while pretending to be a builtin list"""
+
+    class _CustomDict(MutableMapping, dict):
+        """Adds MutableMapping mixin while pretending to be a builtin dict"""
+
+
+ItemT = TypeVar("ItemT", bound="Item")
+
+
+@overload
+def item(value: bool) -> "Bool":
+    ...
+
+
+@overload
+def item(value: int) -> "Integer":
+    ...
+
+
+@overload
+def item(value: float) -> "Float":
+    ...
+
+
+@overload
+def item(value: str) -> "String":
+    ...
+
+
+@overload
+def item(value: datetime) -> "DateTime":
+    ...
+
+
+@overload
+def item(value: date) -> "Date":
+    ...
+
+
+@overload
+def item(value: time) -> "Time":
+    ...
+
+
+@overload
+def item(value: Sequence[dict]) -> "AoT":
+    ...
+
+
+@overload
+def item(value: Sequence) -> "Array":
+    ...
+
+
+@overload
+def item(value: dict, _parent: "Array" = ..., _sort_keys: bool = ...) -> "InlineTable":
+    ...
+
+
+@overload
+def item(
+    value: dict, _parent: Optional["Item"] = ..., _sort_keys: bool = ...
+) -> "Table":
+    ...
+
+
+@overload
+def item(value: ItemT) -> ItemT:
+    ...
+
+
+def item(
+    value: Any, _parent: Optional["Item"] = None, _sort_keys: bool = False
+) -> "Item":
+    """Create a TOML item from a Python object.
+
+    :Example:
+
+    >>> item(42)
+    42
+    >>> item([1, 2, 3])
+    [1, 2, 3]
+    >>> item({'a': 1, 'b': 2})
+    a = 1
+    b = 2
+    """
+
+    from .container import Container
+
+    if isinstance(value, Item):
+        return value
+
+    if isinstance(value, bool):
+        return Bool(value, Trivia())
+    elif isinstance(value, int):
+        return Integer(value, Trivia(), str(value))
+    elif isinstance(value, float):
+        return Float(value, Trivia(), str(value))
+    elif isinstance(value, dict):
+        table_constructor = InlineTable if isinstance(_parent, Array) else Table
+        val = table_constructor(Container(), Trivia(), False)
+        for k, v in sorted(
+            value.items(),
+            key=lambda i: (isinstance(i[1], dict), i[0] if _sort_keys else 1),
+        ):
+            val[k] = item(v, _parent=val, _sort_keys=_sort_keys)
+        only_child = val[next(iter(value))] if len(value) == 1 else None
+        if table_constructor is Table and isinstance(only_child, (AoT, Table)):
+            # The table becomes super table if the only child is a table or AoT.
+            val._is_super_table = True
+
+        return val
+    elif isinstance(value, (list, tuple)):
+        if value and all(isinstance(v, dict) for v in value):
+            a = AoT([])
+            table_constructor = Table
+        else:
+            a = Array([], Trivia())
+            table_constructor = InlineTable
+
+        for v in value:
+            if isinstance(v, dict):
+                table = table_constructor(Container(), Trivia(), True)
+
+                for k, _v in sorted(
+                    v.items(),
+                    key=lambda i: (isinstance(i[1], dict), i[0] if _sort_keys else 1),
+                ):
+                    i = item(_v, _parent=a, _sort_keys=_sort_keys)
+                    if isinstance(table, InlineTable):
+                        i.trivia.trail = ""
+
+                    table[k] = i
+
+                v = table
+
+            a.append(v)
+
+        return a
+    elif isinstance(value, str):
+        return String.from_raw(value)
+    elif isinstance(value, datetime):
+        return DateTime(
+            value.year,
+            value.month,
+            value.day,
+            value.hour,
+            value.minute,
+            value.second,
+            value.microsecond,
+            value.tzinfo,
+            Trivia(),
+            value.isoformat().replace("+00:00", "Z"),
+        )
+    elif isinstance(value, date):
+        return Date(value.year, value.month, value.day, Trivia(), value.isoformat())
+    elif isinstance(value, time):
+        return Time(
+            value.hour,
+            value.minute,
+            value.second,
+            value.microsecond,
+            value.tzinfo,
+            Trivia(),
+            value.isoformat(),
+        )
+
+    raise ValueError(f"Invalid type {type(value)}")
+
+
+class StringType(Enum):
+    # Single Line Basic
+    SLB = '"'
+    # Multi Line Basic
+    MLB = '"""'
+    # Single Line Literal
+    SLL = "'"
+    # Multi Line Literal
+    MLL = "'''"
+
+    @classmethod
+    def select(cls, literal=False, multiline=False) -> "StringType":
+        return {
+            (False, False): cls.SLB,
+            (False, True): cls.MLB,
+            (True, False): cls.SLL,
+            (True, True): cls.MLL,
+        }[(literal, multiline)]
+
+    @property
+    def escaped_sequences(self) -> Collection[str]:
+        # https://toml.io/en/v1.0.0#string
+        escaped_in_basic = CONTROL_CHARS | {"\\"}
+        allowed_in_multiline = {"\n", "\r"}
+        return {
+            StringType.SLB: escaped_in_basic | {'"'},
+            StringType.MLB: (escaped_in_basic | {'"""'}) - allowed_in_multiline,
+            StringType.SLL: (),
+            StringType.MLL: (),
+        }[self]
+
+    @property
+    def invalid_sequences(self) -> Collection[str]:
+        # https://toml.io/en/v1.0.0#string
+        forbidden_in_literal = CONTROL_CHARS - {"\t"}
+        allowed_in_multiline = {"\n", "\r"}
+        return {
+            StringType.SLB: (),
+            StringType.MLB: (),
+            StringType.SLL: forbidden_in_literal | {"'"},
+            StringType.MLL: (forbidden_in_literal | {"'''"}) - allowed_in_multiline,
+        }[self]
+
+    @property
+    @lru_cache(maxsize=None)
+    def unit(self) -> str:
+        return self.value[0]
+
+    @lru_cache(maxsize=None)
+    def is_basic(self) -> bool:
+        return self in {StringType.SLB, StringType.MLB}
+
+    @lru_cache(maxsize=None)
+    def is_literal(self) -> bool:
+        return self in {StringType.SLL, StringType.MLL}
+
+    @lru_cache(maxsize=None)
+    def is_singleline(self) -> bool:
+        return self in {StringType.SLB, StringType.SLL}
+
+    @lru_cache(maxsize=None)
+    def is_multiline(self) -> bool:
+        return self in {StringType.MLB, StringType.MLL}
+
+    @lru_cache(maxsize=None)
+    def toggle(self) -> "StringType":
+        return {
+            StringType.SLB: StringType.MLB,
+            StringType.MLB: StringType.SLB,
+            StringType.SLL: StringType.MLL,
+            StringType.MLL: StringType.SLL,
+        }[self]
+
+
+class BoolType(Enum):
+    TRUE = "true"
+    FALSE = "false"
+
+    @lru_cache(maxsize=None)
+    def __bool__(self):
+        return {BoolType.TRUE: True, BoolType.FALSE: False}[self]
+
+    def __iter__(self):
+        return iter(self.value)
+
+    def __len__(self):
+        return len(self.value)
+
+
+class Trivia:
+    """
+    Trivia information (aka metadata).
+    """
+
+    def __init__(
+        self,
+        indent: str = None,
+        comment_ws: str = None,
+        comment: str = None,
+        trail: str = None,
+    ) -> None:
+        # Whitespace before a value.
+        self.indent = indent or ""
+        # Whitespace after a value, but before a comment.
+        self.comment_ws = comment_ws or ""
+        # Comment, starting with # character, or empty string if no comment.
+        self.comment = comment or ""
+        # Trailing newline.
+        if trail is None:
+            trail = "\n"
+
+        self.trail = trail
+
+    def copy(self) -> "Trivia":
+        return type(self)(self.indent, self.comment_ws, self.comment, self.trail)
+
+
+class KeyType(Enum):
+    """
+    The type of a Key.
+
+    Keys can be bare (unquoted), or quoted using basic ("), or literal (')
+    quotes following the same escaping rules as single-line StringType.
+    """
+
+    Bare = ""
+    Basic = '"'
+    Literal = "'"
+
+
+class Key(abc.ABC):
+    """Base class for a key"""
+
+    sep: str
+    _original: str
+    _keys: List["SingleKey"]
+    _dotted: bool
+    key: str
+
+    @abc.abstractmethod
+    def __hash__(self) -> int:
+        pass
+
+    @abc.abstractmethod
+    def __eq__(self, __o: object) -> bool:
+        pass
+
+    def is_dotted(self) -> bool:
+        """If the key is followed by other keys"""
+        return self._dotted
+
+    def __iter__(self) -> Iterator["SingleKey"]:
+        return iter(self._keys)
+
+    def concat(self, other: "Key") -> "DottedKey":
+        """Concatenate keys into a dotted key"""
+        keys = self._keys + other._keys
+        return DottedKey(keys, sep=self.sep)
+
+    def is_multi(self) -> bool:
+        """Check if the key contains multiple keys"""
+        return len(self._keys) > 1
+
+    def as_string(self) -> str:
+        """The TOML representation"""
+        return self._original
+
+    def __str__(self) -> str:
+        return self.as_string()
+
+    def __repr__(self) -> str:
+        return f"<Key {self.as_string()}>"
+
+
+class SingleKey(Key):
+    """A single key"""
+
+    def __init__(
+        self,
+        k: str,
+        t: Optional[KeyType] = None,
+        sep: Optional[str] = None,
+        original: Optional[str] = None,
+    ) -> None:
+        if t is None:
+            if not k or any(
+                c not in string.ascii_letters + string.digits + "-" + "_" for c in k
+            ):
+                t = KeyType.Basic
+            else:
+                t = KeyType.Bare
+
+        self.t = t
+        if sep is None:
+            sep = " = "
+
+        self.sep = sep
+        self.key = k
+        if original is None:
+            key_str = escape_string(k) if t == KeyType.Basic else k
+            original = f"{t.value}{key_str}{t.value}"
+
+        self._original = original
+        self._keys = [self]
+        self._dotted = False
+
+    @property
+    def delimiter(self) -> str:
+        """The delimiter: double quote/single quote/none"""
+        return self.t.value
+
+    def is_bare(self) -> bool:
+        """Check if the key is bare"""
+        return self.t == KeyType.Bare
+
+    def __hash__(self) -> int:
+        return hash(self.key)
+
+    def __eq__(self, other: Any) -> bool:
+        if isinstance(other, Key):
+            return isinstance(other, SingleKey) and self.key == other.key
+
+        return self.key == other
+
+
+class DottedKey(Key):
+    def __init__(
+        self,
+        keys: Iterable[Key],
+        sep: Optional[str] = None,
+        original: Optional[str] = None,
+    ) -> None:
+        self._keys = list(keys)
+        if original is None:
+            original = ".".join(k.as_string() for k in self._keys)
+
+        self.sep = " = " if sep is None else sep
+        self._original = original
+        self._dotted = False
+        self.key = ".".join(k.key for k in self._keys)
+
+    def __hash__(self) -> int:
+        return hash(tuple(self._keys))
+
+    def __eq__(self, __o: object) -> bool:
+        return isinstance(__o, DottedKey) and self._keys == __o._keys
+
+
+class Item:
+    """
+    An item within a TOML document.
+    """
+
+    def __init__(self, trivia: Trivia) -> None:
+        self._trivia = trivia
+
+    @property
+    def trivia(self) -> Trivia:
+        """The trivia element associated with this item"""
+        return self._trivia
+
+    @property
+    def discriminant(self) -> int:
+        raise NotImplementedError()
+
+    def as_string(self) -> str:
+        """The TOML representation"""
+        raise NotImplementedError()
+
+    def unwrap(self):
+        """Returns as pure python object (ppo)"""
+        raise NotImplementedError()
+
+    # Helpers
+
+    def comment(self, comment: str) -> "Item":
+        """Attach a comment to this item"""
+        if not comment.strip().startswith("#"):
+            comment = "# " + comment
+
+        self._trivia.comment_ws = " "
+        self._trivia.comment = comment
+
+        return self
+
+    def indent(self, indent: int) -> "Item":
+        """Indent this item with given number of spaces"""
+        if self._trivia.indent.startswith("\n"):
+            self._trivia.indent = "\n" + " " * indent
+        else:
+            self._trivia.indent = " " * indent
+
+        return self
+
+    def is_boolean(self) -> bool:
+        return isinstance(self, Bool)
+
+    def is_table(self) -> bool:
+        return isinstance(self, Table)
+
+    def is_inline_table(self) -> bool:
+        return isinstance(self, InlineTable)
+
+    def is_aot(self) -> bool:
+        return isinstance(self, AoT)
+
+    def _getstate(self, protocol=3):
+        return (self._trivia,)
+
+    def __reduce__(self):
+        return self.__reduce_ex__(2)
+
+    def __reduce_ex__(self, protocol):
+        return self.__class__, self._getstate(protocol)
+
+
+class Whitespace(Item):
+    """
+    A whitespace literal.
+    """
+
+    def __init__(self, s: str, fixed: bool = False) -> None:
+        self._s = s
+        self._fixed = fixed
+
+    @property
+    def s(self) -> str:
+        return self._s
+
+    @property
+    def value(self) -> str:
+        """The wrapped string of the whitespace"""
+        return self._s
+
+    @property
+    def trivia(self) -> Trivia:
+        raise RuntimeError("Called trivia on a Whitespace variant.")
+
+    @property
+    def discriminant(self) -> int:
+        return 0
+
+    def is_fixed(self) -> bool:
+        """If the whitespace is fixed, it can't be merged or discarded from the output."""
+        return self._fixed
+
+    def as_string(self) -> str:
+        return self._s
+
+    def __repr__(self) -> str:
+        return f"<{self.__class__.__name__} {repr(self._s)}>"
+
+    def _getstate(self, protocol=3):
+        return self._s, self._fixed
+
+
+class Comment(Item):
+    """
+    A comment literal.
+    """
+
+    @property
+    def discriminant(self) -> int:
+        return 1
+
+    def as_string(self) -> str:
+        return "{}{}{}".format(
+            self._trivia.indent, decode(self._trivia.comment), self._trivia.trail
+        )
+
+    def __str__(self) -> str:
+        return f"{self._trivia.indent}{decode(self._trivia.comment)}"
+
+
+class Integer(int, Item):
+    """
+    An integer literal.
+    """
+
+    def __new__(cls, value: int, trivia: Trivia, raw: str) -> "Integer":
+        return super().__new__(cls, value)
+
+    def __init__(self, _: int, trivia: Trivia, raw: str) -> None:
+        super().__init__(trivia)
+
+        self._raw = raw
+        self._sign = False
+
+        if re.match(r"^[+\-]\d+$", raw):
+            self._sign = True
+
+    def unwrap(self) -> int:
+        return int(self)
+
+    @property
+    def discriminant(self) -> int:
+        return 2
+
+    @property
+    def value(self) -> int:
+        """The wrapped integer value"""
+        return self
+
+    def as_string(self) -> str:
+        return self._raw
+
+    def __add__(self, other):
+        result = super().__add__(other)
+
+        return self._new(result)
+
+    def __radd__(self, other):
+        result = super().__radd__(other)
+
+        if isinstance(other, Integer):
+            return self._new(result)
+
+        return result
+
+    def __sub__(self, other):
+        result = super().__sub__(other)
+
+        return self._new(result)
+
+    def __rsub__(self, other):
+        result = super().__rsub__(other)
+
+        if isinstance(other, Integer):
+            return self._new(result)
+
+        return result
+
+    def _new(self, result):
+        raw = str(result)
+
+        if self._sign:
+            sign = "+" if result >= 0 else "-"
+            raw = sign + raw
+
+        return Integer(result, self._trivia, raw)
+
+    def _getstate(self, protocol=3):
+        return int(self), self._trivia, self._raw
+
+
+class Float(float, Item):
+    """
+    A float literal.
+    """
+
+    def __new__(cls, value: float, trivia: Trivia, raw: str) -> Integer:
+        return super().__new__(cls, value)
+
+    def __init__(self, _: float, trivia: Trivia, raw: str) -> None:
+        super().__init__(trivia)
+
+        self._raw = raw
+        self._sign = False
+
+        if re.match(r"^[+\-].+$", raw):
+            self._sign = True
+
+    def unwrap(self) -> float:
+        return float(self)
+
+    @property
+    def discriminant(self) -> int:
+        return 3
+
+    @property
+    def value(self) -> float:
+        """The wrapped float value"""
+        return self
+
+    def as_string(self) -> str:
+        return self._raw
+
+    def __add__(self, other):
+        result = super().__add__(other)
+
+        return self._new(result)
+
+    def __radd__(self, other):
+        result = super().__radd__(other)
+
+        if isinstance(other, Float):
+            return self._new(result)
+
+        return result
+
+    def __sub__(self, other):
+        result = super().__sub__(other)
+
+        return self._new(result)
+
+    def __rsub__(self, other):
+        result = super().__rsub__(other)
+
+        if isinstance(other, Float):
+            return self._new(result)
+
+        return result
+
+    def _new(self, result):
+        raw = str(result)
+
+        if self._sign:
+            sign = "+" if result >= 0 else "-"
+            raw = sign + raw
+
+        return Float(result, self._trivia, raw)
+
+    def _getstate(self, protocol=3):
+        return float(self), self._trivia, self._raw
+
+
+class Bool(Item):
+    """
+    A boolean literal.
+    """
+
+    def __init__(self, t: int, trivia: Trivia) -> None:
+        super().__init__(trivia)
+
+        self._value = bool(t)
+
+    def unwrap(self) -> bool:
+        return bool(self)
+
+    @property
+    def discriminant(self) -> int:
+        return 4
+
+    @property
+    def value(self) -> bool:
+        """The wrapped boolean value"""
+        return self._value
+
+    def as_string(self) -> str:
+        return str(self._value).lower()
+
+    def _getstate(self, protocol=3):
+        return self._value, self._trivia
+
+    def __bool__(self):
+        return self._value
+
+    __nonzero__ = __bool__
+
+    def __eq__(self, other):
+        if not isinstance(other, bool):
+            return NotImplemented
+
+        return other == self._value
+
+    def __hash__(self):
+        return hash(self._value)
+
+    def __repr__(self):
+        return repr(self._value)
+
+
+class DateTime(Item, datetime):
+    """
+    A datetime literal.
+    """
+
+    def __new__(
+        cls,
+        year: int,
+        month: int,
+        day: int,
+        hour: int,
+        minute: int,
+        second: int,
+        microsecond: int,
+        tzinfo: Optional[tzinfo],
+        *_: Any,
+        **kwargs: Any,
+    ) -> datetime:
+        return datetime.__new__(
+            cls,
+            year,
+            month,
+            day,
+            hour,
+            minute,
+            second,
+            microsecond,
+            tzinfo=tzinfo,
+            **kwargs,
+        )
+
+    def __init__(
+        self,
+        year: int,
+        month: int,
+        day: int,
+        hour: int,
+        minute: int,
+        second: int,
+        microsecond: int,
+        tzinfo: Optional[tzinfo],
+        trivia: Optional[Trivia] = None,
+        raw: Optional[str] = None,
+        **kwargs: Any,
+    ) -> None:
+        super().__init__(trivia or Trivia())
+
+        self._raw = raw or self.isoformat()
+
+    def unwrap(self) -> datetime:
+        (
+            year,
+            month,
+            day,
+            hour,
+            minute,
+            second,
+            microsecond,
+            tzinfo,
+            _,
+            _,
+        ) = self._getstate()
+        return datetime(year, month, day, hour, minute, second, microsecond, tzinfo)
+
+    @property
+    def discriminant(self) -> int:
+        return 5
+
+    @property
+    def value(self) -> datetime:
+        return self
+
+    def as_string(self) -> str:
+        return self._raw
+
+    def __add__(self, other):
+        if PY38:
+            result = datetime(
+                self.year,
+                self.month,
+                self.day,
+                self.hour,
+                self.minute,
+                self.second,
+                self.microsecond,
+                self.tzinfo,
+            ).__add__(other)
+        else:
+            result = super().__add__(other)
+
+        return self._new(result)
+
+    def __sub__(self, other):
+        if PY38:
+            result = datetime(
+                self.year,
+                self.month,
+                self.day,
+                self.hour,
+                self.minute,
+                self.second,
+                self.microsecond,
+                self.tzinfo,
+            ).__sub__(other)
+        else:
+            result = super().__sub__(other)
+
+        if isinstance(result, datetime):
+            result = self._new(result)
+
+        return result
+
+    def replace(self, *args: Any, **kwargs: Any) -> datetime:
+        return self._new(super().replace(*args, **kwargs))
+
+    def astimezone(self, tz: tzinfo) -> datetime:
+        result = super().astimezone(tz)
+        if PY38:
+            return result
+        return self._new(result)
+
+    def _new(self, result) -> "DateTime":
+        raw = result.isoformat()
+
+        return DateTime(
+            result.year,
+            result.month,
+            result.day,
+            result.hour,
+            result.minute,
+            result.second,
+            result.microsecond,
+            result.tzinfo,
+            self._trivia,
+            raw,
+        )
+
+    def _getstate(self, protocol=3):
+        return (
+            self.year,
+            self.month,
+            self.day,
+            self.hour,
+            self.minute,
+            self.second,
+            self.microsecond,
+            self.tzinfo,
+            self._trivia,
+            self._raw,
+        )
+
+
+class Date(Item, date):
+    """
+    A date literal.
+    """
+
+    def __new__(cls, year: int, month: int, day: int, *_: Any) -> date:
+        return date.__new__(cls, year, month, day)
+
+    def __init__(
+        self, year: int, month: int, day: int, trivia: Trivia, raw: str
+    ) -> None:
+        super().__init__(trivia)
+
+        self._raw = raw
+
+    def unwrap(self) -> date:
+        (year, month, day, _, _) = self._getstate()
+        return date(year, month, day)
+
+    @property
+    def discriminant(self) -> int:
+        return 6
+
+    @property
+    def value(self) -> date:
+        return self
+
+    def as_string(self) -> str:
+        return self._raw
+
+    def __add__(self, other):
+        if PY38:
+            result = date(self.year, self.month, self.day).__add__(other)
+        else:
+            result = super().__add__(other)
+
+        return self._new(result)
+
+    def __sub__(self, other):
+        if PY38:
+            result = date(self.year, self.month, self.day).__sub__(other)
+        else:
+            result = super().__sub__(other)
+
+        if isinstance(result, date):
+            result = self._new(result)
+
+        return result
+
+    def replace(self, *args: Any, **kwargs: Any) -> date:
+        return self._new(super().replace(*args, **kwargs))
+
+    def _new(self, result):
+        raw = result.isoformat()
+
+        return Date(result.year, result.month, result.day, self._trivia, raw)
+
+    def _getstate(self, protocol=3):
+        return (self.year, self.month, self.day, self._trivia, self._raw)
+
+
+class Time(Item, time):
+    """
+    A time literal.
+    """
+
+    def __new__(
+        cls,
+        hour: int,
+        minute: int,
+        second: int,
+        microsecond: int,
+        tzinfo: Optional[tzinfo],
+        *_: Any,
+    ) -> time:
+        return time.__new__(cls, hour, minute, second, microsecond, tzinfo)
+
+    def __init__(
+        self,
+        hour: int,
+        minute: int,
+        second: int,
+        microsecond: int,
+        tzinfo: Optional[tzinfo],
+        trivia: Trivia,
+        raw: str,
+    ) -> None:
+        super().__init__(trivia)
+
+        self._raw = raw
+
+    def unwrap(self) -> datetime:
+        (hour, minute, second, microsecond, tzinfo, _, _) = self._getstate()
+        return time(hour, minute, second, microsecond, tzinfo)
+
+    @property
+    def discriminant(self) -> int:
+        return 7
+
+    @property
+    def value(self) -> time:
+        return self
+
+    def as_string(self) -> str:
+        return self._raw
+
+    def replace(self, *args: Any, **kwargs: Any) -> time:
+        return self._new(super().replace(*args, **kwargs))
+
+    def _new(self, result):
+        raw = result.isoformat()
+
+        return Time(
+            result.hour,
+            result.minute,
+            result.second,
+            result.microsecond,
+            result.tzinfo,
+            self._trivia,
+            raw,
+        )
+
+    def _getstate(self, protocol: int = 3) -> tuple:
+        return (
+            self.hour,
+            self.minute,
+            self.second,
+            self.microsecond,
+            self.tzinfo,
+            self._trivia,
+            self._raw,
+        )
+
+
+class Array(Item, _CustomList):
+    """
+    An array literal
+    """
+
+    def __init__(self, value: list, trivia: Trivia, multiline: bool = False) -> None:
+        super().__init__(trivia)
+        self._index_map: Dict[int, int] = {}
+        list.__init__(
+            self, [v.value for v in value if not isinstance(v, (Whitespace, Comment))]
+        )
+
+        self._value = value
+        self._multiline = multiline
+        self._reindex()
+
+    def unwrap(self) -> str:
+        unwrapped = []
+        for v in self:
+            if isinstance(v, Item):
+                unwrapped.append(v.unwrap())
+            else:
+                unwrapped.append(v)
+        return unwrapped
+
+    @property
+    def discriminant(self) -> int:
+        return 8
+
+    @property
+    def value(self) -> list:
+        return self
+
+    def multiline(self, multiline: bool) -> "Array":
+        """Change the array to display in multiline or not.
+
+        :Example:
+
+        >>> a = item([1, 2, 3])
+        >>> print(a.as_string())
+        [1, 2, 3]
+        >>> print(a.multiline(True).as_string())
+        [
+            1,
+            2,
+            3,
+        ]
+        """
+        self._multiline = multiline
+
+        return self
+
+    def as_string(self) -> str:
+        if not self._multiline or not self._value:
+            return "[{}]".format("".join(v.as_string() for v in self._value))
+
+        s = "[\n"
+        s += "".join(
+            self.trivia.indent
+            + " " * 4
+            + v.as_string()
+            + ("\n" if isinstance(v, Comment) else ",\n")
+            for v in self._value
+            if not isinstance(v, Whitespace)
+        )
+        s += self.trivia.indent + "]"
+
+        return s
+
+    def _reindex(self) -> None:
+        self._index_map.clear()
+        index = 0
+        for i, v in enumerate(self._value):
+            if isinstance(v, (Whitespace, Comment)):
+                continue
+            self._index_map[index] = i
+            index += 1
+
+    def add_line(
+        self,
+        *items: Any,
+        indent: str = "    ",
+        comment: Optional[str] = None,
+        add_comma: bool = True,
+        newline: bool = True,
+    ) -> None:
+        """Add multiple items in a line to control the format precisely.
+        When add_comma is True, only accept actual values and
+        ", " will be added between values automatically.
+
+        :Example:
+
+        >>> a = array()
+        >>> a.add_line(1, 2, 3)
+        >>> a.add_line(4, 5, 6)
+        >>> a.add_line(indent="")
+        >>> print(a.as_string())
+        [
+            1, 2, 3,
+            4, 5, 6,
+        ]
+        """
+        values = self._value[:]
+        new_values = []
+
+        def append_item(el: Item) -> None:
+            if not values:
+                return values.append(el)
+            last_el = values[-1]
+            if (
+                isinstance(el, Whitespace)
+                and "," not in el.s
+                and isinstance(last_el, Whitespace)
+                and "," not in last_el.s
+            ):
+                values[-1] = Whitespace(last_el.s + el.s)
+            else:
+                values.append(el)
+
+        if newline:
+            append_item(Whitespace("\n"))
+        if indent:
+            append_item(Whitespace(indent))
+        for i, el in enumerate(items):
+            el = item(el, _parent=self)
+            if isinstance(el, Comment) or add_comma and isinstance(el, Whitespace):
+                raise ValueError(f"item type {type(el)} is not allowed")
+            if not isinstance(el, Whitespace):
+                new_values.append(el.value)
+            append_item(el)
+            if add_comma:
+                append_item(Whitespace(","))
+                if i != len(items) - 1:
+                    append_item(Whitespace(" "))
+        if comment:
+            indent = " " if items else ""
+            append_item(
+                Comment(Trivia(indent=indent, comment=f"# {comment}", trail=""))
+            )
+        # Atomic manipulation
+        self._value[:] = values
+        list.extend(self, new_values)
+        self._reindex()
+
+    def clear(self) -> None:
+        """Clear the array."""
+        list.clear(self)
+
+        self._value.clear()
+        self._index_map.clear()
+
+    def __len__(self) -> int:
+        return list.__len__(self)
+
+    def __getitem__(self, key: Union[int, slice]) -> Any:
+        return list.__getitem__(self, key)
+
+    def __setitem__(self, key: Union[int, slice], value: Any) -> Any:
+        it = item(value, _parent=self)
+        list.__setitem__(self, key, it.value)
+        if isinstance(key, slice):
+            raise ValueError("slice assignment is not supported")
+        if key < 0:
+            key += len(self)
+        self._value[self._index_map[key]] = it
+
+    def insert(self, pos: int, value: Any) -> None:
+        it = item(value, _parent=self)
+        length = len(self)
+        if not isinstance(it, (Comment, Whitespace)):
+            list.insert(self, pos, it.value)
+        if pos < 0:
+            pos += length
+            if pos < 0:
+                pos = 0
+
+        items = [it]
+        idx = 0
+        if pos < length:
+            try:
+                idx = self._index_map[pos]
+            except KeyError:
+                raise IndexError("list index out of range")
+            if not isinstance(it, (Whitespace, Comment)):
+                items.append(Whitespace(","))
+        else:
+            idx = len(self._value)
+        if idx > 0:
+            last_item = self._value[idx - 1]
+            if isinstance(last_item, Whitespace) and "," not in last_item.s:
+                # the item has an indent, copy that
+                idx -= 1
+                ws = last_item.s
+                if isinstance(it, Whitespace) and "," not in it.s:
+                    # merge the whitespace
+                    self._value[idx] = Whitespace(ws + it.s)
+                    return
+            else:
+                ws = ""
+            has_newline = bool(set(ws) & set(TOMLChar.NL))
+            has_space = ws and ws[-1] in TOMLChar.SPACES
+            if not has_space:
+                # four spaces for multiline array and single space otherwise
+                ws += "    " if has_newline else " "
+            items.insert(0, Whitespace(ws))
+        self._value[idx:idx] = items
+        i = idx - 1
+        if pos > 0:  # Check if the last item ends with a comma
+            while i >= 0 and isinstance(self._value[i], (Whitespace, Comment)):
+                if isinstance(self._value[i], Whitespace) and "," in self._value[i].s:
+                    break
+                i -= 1
+            else:
+                self._value.insert(i + 1, Whitespace(","))
+
+        self._reindex()
+
+    def __delitem__(self, key: Union[int, slice]):
+        length = len(self)
+        list.__delitem__(self, key)
+
+        def get_indice_to_remove(idx: int) -> Iterable[int]:
+            try:
+                real_idx = self._index_map[idx]
+            except KeyError:
+                raise IndexError("list index out of range")
+            yield real_idx
+            for i in range(real_idx + 1, len(self._value)):
+                if isinstance(self._value[i], Whitespace):
+                    yield i
+                else:
+                    break
+
+        indexes = set()
+        if isinstance(key, slice):
+            for idx in range(key.start or 0, key.stop or length, key.step or 1):
+                indexes.update(get_indice_to_remove(idx))
+        else:
+            indexes.update(get_indice_to_remove(length + key if key < 0 else key))
+        for i in sorted(indexes, reverse=True):
+            del self._value[i]
+        while self._value and isinstance(self._value[-1], Whitespace):
+            self._value.pop()
+        self._reindex()
+
+    def __str__(self):
+        return str(
+            [v.value for v in self._value if not isinstance(v, (Whitespace, Comment))]
+        )
+
+    def _getstate(self, protocol=3):
+        return self._value, self._trivia
+
+
+AT = TypeVar("AT", bound="AbstractTable")
+
+
+class AbstractTable(Item, _CustomDict):
+    """Common behaviour of both :class:`Table` and :class:`InlineTable`"""
+
+    def __init__(self, value: "container.Container", trivia: Trivia):
+        Item.__init__(self, trivia)
+
+        self._value = value
+
+        for k, v in self._value.body:
+            if k is not None:
+                dict.__setitem__(self, k.key, v)
+
+    def unwrap(self):
+        unwrapped = {}
+        for k, v in self.items():
+            if isinstance(k, Key):
+                k = k.key
+            if isinstance(v, Item):
+                v = v.unwrap()
+            unwrapped[k] = v
+
+        return unwrapped
+
+    @property
+    def value(self) -> "container.Container":
+        return self._value
+
+    @overload
+    def append(self: AT, key: None, value: Union[Comment, Whitespace]) -> AT:
+        ...
+
+    @overload
+    def append(self: AT, key: Union[Key, str], value: Any) -> AT:
+        ...
+
+    def append(self, key, value):
+        raise NotImplementedError
+
+    @overload
+    def add(self: AT, value: Union[Comment, Whitespace]) -> AT:
+        ...
+
+    @overload
+    def add(self: AT, key: Union[Key, str], value: Any) -> AT:
+        ...
+
+    def add(self, key, value=None):
+        if value is None:
+            if not isinstance(key, (Comment, Whitespace)):
+                msg = "Non comment/whitespace items must have an associated key"
+                raise ValueError(msg)
+
+            key, value = None, key
+
+        return self.append(key, value)
+
+    def remove(self: AT, key: Union[Key, str]) -> AT:
+        self._value.remove(key)
+
+        if isinstance(key, Key):
+            key = key.key
+
+        if key is not None:
+            dict.__delitem__(self, key)
+
+        return self
+
+    def setdefault(self, key: Union[Key, str], default: Any) -> Any:
+        super().setdefault(key, default)
+        return self[key]
+
+    def __str__(self):
+        return str(self.value)
+
+    def copy(self: AT) -> AT:
+        return copy.copy(self)
+
+    def __repr__(self) -> str:
+        return repr(self.value)
+
+    def __iter__(self) -> Iterator[str]:
+        return iter(self._value)
+
+    def __len__(self) -> int:
+        return len(self._value)
+
+    def __delitem__(self, key: Union[Key, str]) -> None:
+        self.remove(key)
+
+    def __getitem__(self, key: Union[Key, str]) -> Item:
+        return cast(Item, self._value[key])
+
+    def __setitem__(self, key: Union[Key, str], value: Any) -> None:
+        if not isinstance(value, Item):
+            value = item(value)
+
+        is_replace = key in self
+        self._value[key] = value
+
+        if key is not None:
+            dict.__setitem__(self, key, value)
+
+        if is_replace:
+            return
+        m = re.match("(?s)^[^ ]*([ ]+).*$", self._trivia.indent)
+        if not m:
+            return
+
+        indent = m.group(1)
+
+        if not isinstance(value, Whitespace):
+            m = re.match("(?s)^([^ ]*)(.*)$", value.trivia.indent)
+            if not m:
+                value.trivia.indent = indent
+            else:
+                value.trivia.indent = m.group(1) + indent + m.group(2)
+
+
+class Table(AbstractTable):
+    """
+    A table literal.
+    """
+
+    def __init__(
+        self,
+        value: "container.Container",
+        trivia: Trivia,
+        is_aot_element: bool,
+        is_super_table: bool = False,
+        name: Optional[str] = None,
+        display_name: Optional[str] = None,
+    ) -> None:
+        super().__init__(value, trivia)
+
+        self.name = name
+        self.display_name = display_name
+        self._is_aot_element = is_aot_element
+        self._is_super_table = is_super_table
+
+    @property
+    def discriminant(self) -> int:
+        return 9
+
+    def __copy__(self) -> "Table":
+        return type(self)(
+            self._value.copy(),
+            self._trivia.copy(),
+            self._is_aot_element,
+            self._is_super_table,
+            self.name,
+            self.display_name,
+        )
+
+    def append(self, key, _item):
+        """
+        Appends a (key, item) to the table.
+        """
+        if not isinstance(_item, Item):
+            _item = item(_item)
+
+        self._value.append(key, _item)
+
+        if isinstance(key, Key):
+            key = next(iter(key)).key
+            _item = self._value[key]
+
+        if key is not None:
+            dict.__setitem__(self, key, _item)
+
+        m = re.match(r"(?s)^[^ ]*([ ]+).*$", self._trivia.indent)
+        if not m:
+            return self
+
+        indent = m.group(1)
+
+        if not isinstance(_item, Whitespace):
+            m = re.match("(?s)^([^ ]*)(.*)$", _item.trivia.indent)
+            if not m:
+                _item.trivia.indent = indent
+            else:
+                _item.trivia.indent = m.group(1) + indent + m.group(2)
+
+        return self
+
+    def raw_append(self, key: Union[Key, str], _item: Any) -> "Table":
+        """Similar to :meth:`append` but does not copy indentation."""
+        if not isinstance(_item, Item):
+            _item = item(_item)
+
+        self._value.append(key, _item)
+
+        if isinstance(key, Key):
+            key = next(iter(key)).key
+            _item = self._value[key]
+
+        if key is not None:
+            dict.__setitem__(self, key, _item)
+
+        return self
+
+    def is_aot_element(self) -> bool:
+        """True if the table is the direct child of an AOT element."""
+        return self._is_aot_element
+
+    def is_super_table(self) -> bool:
+        """A super table is the intermediate parent of a nested table as in [a.b.c].
+        If true, it won't appear in the TOML representation."""
+        return self._is_super_table
+
+    def as_string(self) -> str:
+        return self._value.as_string()
+
+    # Helpers
+
+    def indent(self, indent: int) -> "Table":
+        """Indent the table with given number of spaces."""
+        super().indent(indent)
+
+        m = re.match("(?s)^[^ ]*([ ]+).*$", self._trivia.indent)
+        if not m:
+            indent_str = ""
+        else:
+            indent_str = m.group(1)
+
+        for _, item in self._value.body:
+            if not isinstance(item, Whitespace):
+                item.trivia.indent = indent_str + item.trivia.indent
+
+        return self
+
+    def invalidate_display_name(self):
+        self.display_name = None
+
+        for child in self.values():
+            if hasattr(child, "invalidate_display_name"):
+                child.invalidate_display_name()
+
+    def _getstate(self, protocol: int = 3) -> tuple:
+        return (
+            self._value,
+            self._trivia,
+            self._is_aot_element,
+            self._is_super_table,
+            self.name,
+            self.display_name,
+        )
+
+
+class InlineTable(AbstractTable):
+    """
+    An inline table literal.
+    """
+
+    def __init__(
+        self, value: "container.Container", trivia: Trivia, new: bool = False
+    ) -> None:
+        super().__init__(value, trivia)
+
+        self._new = new
+
+    @property
+    def discriminant(self) -> int:
+        return 10
+
+    def append(self, key, _item):
+        """
+        Appends a (key, item) to the table.
+        """
+        if not isinstance(_item, Item):
+            _item = item(_item)
+
+        if not isinstance(_item, (Whitespace, Comment)):
+            if not _item.trivia.indent and len(self._value) > 0 and not self._new:
+                _item.trivia.indent = " "
+            if _item.trivia.comment:
+                _item.trivia.comment = ""
+
+        self._value.append(key, _item)
+
+        if isinstance(key, Key):
+            key = key.key
+
+        if key is not None:
+            dict.__setitem__(self, key, _item)
+
+        return self
+
+    def as_string(self) -> str:
+        buf = "{"
+        for i, (k, v) in enumerate(self._value.body):
+            if k is None:
+                if i == len(self._value.body) - 1:
+                    if self._new:
+                        buf = buf.rstrip(", ")
+                    else:
+                        buf = buf.rstrip(",")
+
+                buf += v.as_string()
+
+                continue
+
+            buf += "{}{}{}{}{}{}".format(
+                v.trivia.indent,
+                k.as_string() + ("." if k.is_dotted() else ""),
+                k.sep,
+                v.as_string(),
+                v.trivia.comment,
+                v.trivia.trail.replace("\n", ""),
+            )
+
+            if i != len(self._value.body) - 1:
+                buf += ","
+                if self._new:
+                    buf += " "
+
+        buf += "}"
+
+        return buf
+
+    def __setitem__(self, key: Union[Key, str], value: Any) -> None:
+        if hasattr(value, "trivia") and value.trivia.comment:
+            value.trivia.comment = ""
+        super().__setitem__(key, value)
+
+    def __copy__(self) -> "InlineTable":
+        return type(self)(self._value.copy(), self._trivia.copy(), self._new)
+
+    def _getstate(self, protocol: int = 3) -> tuple:
+        return (self._value, self._trivia)
+
+
+class String(str, Item):
+    """
+    A string literal.
+    """
+
+    def __new__(cls, t, value, original, trivia):
+        return super().__new__(cls, value)
+
+    def __init__(self, t: StringType, _: str, original: str, trivia: Trivia) -> None:
+        super().__init__(trivia)
+
+        self._t = t
+        self._original = original
+
+    def unwrap(self) -> str:
+        return str(self)
+
+    @property
+    def discriminant(self) -> int:
+        return 11
+
+    @property
+    def value(self) -> str:
+        return self
+
+    def as_string(self) -> str:
+        return f"{self._t.value}{decode(self._original)}{self._t.value}"
+
+    def __add__(self, other):
+        result = super().__add__(other)
+
+        return self._new(result)
+
+    def __sub__(self, other):
+        result = super().__sub__(other)
+
+        return self._new(result)
+
+    def _new(self, result):
+        return String(self._t, result, result, self._trivia)
+
+    def _getstate(self, protocol=3):
+        return self._t, str(self), self._original, self._trivia
+
+    @classmethod
+    def from_raw(cls, value: str, type_=StringType.SLB, escape=True) -> "String":
+        value = decode(value)
+
+        invalid = type_.invalid_sequences
+        if any(c in value for c in invalid):
+            raise InvalidStringError(value, invalid, type_.value)
+
+        escaped = type_.escaped_sequences
+        string_value = escape_string(value, escaped) if escape and escaped else value
+
+        return cls(type_, decode(value), string_value, Trivia())
+
+
+class AoT(Item, _CustomList):
+    """
+    An array of table literal
+    """
+
+    def __init__(
+        self, body: List[Table], name: Optional[str] = None, parsed: bool = False
+    ) -> None:
+        self.name = name
+        self._body: List[Table] = []
+        self._parsed = parsed
+
+        super().__init__(Trivia(trail=""))
+
+        for table in body:
+            self.append(table)
+
+    def unwrap(self) -> str:
+        unwrapped = []
+        for t in self._body:
+            if isinstance(t, Item):
+                unwrapped.append(t.unwrap())
+            else:
+                unwrapped.append(t)
+        return unwrapped
+
+    @property
+    def body(self) -> List[Table]:
+        return self._body
+
+    @property
+    def discriminant(self) -> int:
+        return 12
+
+    @property
+    def value(self) -> List[Dict[Any, Any]]:
+        return [v.value for v in self._body]
+
+    def __len__(self) -> int:
+        return len(self._body)
+
+    @overload
+    def __getitem__(self, key: slice) -> List[Table]:
+        ...
+
+    @overload
+    def __getitem__(self, key: int) -> Table:
+        ...
+
+    def __getitem__(self, key):
+        return self._body[key]
+
+    def __setitem__(self, key: Union[slice, int], value: Any) -> None:
+        raise NotImplementedError
+
+    def __delitem__(self, key: Union[slice, int]) -> None:
+        del self._body[key]
+        list.__delitem__(self, key)
+
+    def insert(self, index: int, value: dict) -> None:
+        value = item(value, _parent=self)
+        if not isinstance(value, Table):
+            raise ValueError(f"Unsupported insert value type: {type(value)}")
+        length = len(self)
+        if index < 0:
+            index += length
+        if index < 0:
+            index = 0
+        elif index >= length:
+            index = length
+        m = re.match("(?s)^[^ ]*([ ]+).*$", self._trivia.indent)
+        if m:
+            indent = m.group(1)
+
+            m = re.match("(?s)^([^ ]*)(.*)$", value.trivia.indent)
+            if not m:
+                value.trivia.indent = indent
+            else:
+                value.trivia.indent = m.group(1) + indent + m.group(2)
+        prev_table = self._body[index - 1] if 0 < index and length else None
+        next_table = self._body[index + 1] if index < length - 1 else None
+        if not self._parsed:
+            if prev_table and "\n" not in value.trivia.indent:
+                value.trivia.indent = "\n" + value.trivia.indent
+            if next_table and "\n" not in next_table.trivia.indent:
+                next_table.trivia.indent = "\n" + next_table.trivia.indent
+        self._body.insert(index, value)
+        list.insert(self, index, value)
+
+    def invalidate_display_name(self):
+        """Call ``invalidate_display_name`` on the contained tables"""
+        for child in self:
+            if hasattr(child, "invalidate_display_name"):
+                child.invalidate_display_name()
+
+    def as_string(self) -> str:
+        b = ""
+        for table in self._body:
+            b += table.as_string()
+
+        return b
+
+    def __repr__(self) -> str:
+        return f"<AoT {self.value}>"
+
+    def _getstate(self, protocol=3):
+        return self._body, self.name, self._parsed
+
+
+class Null(Item):
+    """
+    A null item.
+    """
+
+    def __init__(self) -> None:
+        pass
+
+    def unwrap(self) -> str:
+        return None
+
+    @property
+    def discriminant(self) -> int:
+        return -1
+
+    @property
+    def value(self) -> None:
+        return None
+
+    def as_string(self) -> str:
+        return ""
+
+    def _getstate(self, protocol=3):
+        return tuple()
diff --git a/venv/lib/python3.8/site-packages/tomlkit/parser.py b/venv/lib/python3.8/site-packages/tomlkit/parser.py
new file mode 100644
index 0000000..2f94daa
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/tomlkit/parser.py
@@ -0,0 +1,1134 @@
+import re
+import string
+
+from typing import List
+from typing import Optional
+from typing import Tuple
+from typing import Type
+from typing import Union
+
+from ._compat import decode
+from ._utils import RFC_3339_LOOSE
+from ._utils import _escaped
+from ._utils import parse_rfc3339
+from .container import Container
+from .exceptions import EmptyKeyError
+from .exceptions import EmptyTableNameError
+from .exceptions import InternalParserError
+from .exceptions import InvalidCharInStringError
+from .exceptions import InvalidControlChar
+from .exceptions import InvalidDateError
+from .exceptions import InvalidDateTimeError
+from .exceptions import InvalidNumberError
+from .exceptions import InvalidTimeError
+from .exceptions import InvalidUnicodeValueError
+from .exceptions import ParseError
+from .exceptions import UnexpectedCharError
+from .exceptions import UnexpectedEofError
+from .items import AoT
+from .items import Array
+from .items import Bool
+from .items import BoolType
+from .items import Comment
+from .items import Date
+from .items import DateTime
+from .items import Float
+from .items import InlineTable
+from .items import Integer
+from .items import Item
+from .items import Key
+from .items import KeyType
+from .items import Null
+from .items import SingleKey
+from .items import String
+from .items import StringType
+from .items import Table
+from .items import Time
+from .items import Trivia
+from .items import Whitespace
+from .source import Source
+from .toml_char import TOMLChar
+from .toml_document import TOMLDocument
+
+
+CTRL_I = 0x09  # Tab
+CTRL_J = 0x0A  # Line feed
+CTRL_M = 0x0D  # Carriage return
+CTRL_CHAR_LIMIT = 0x1F
+CHR_DEL = 0x7F
+
+
+class Parser:
+    """
+    Parser for TOML documents.
+    """
+
+    def __init__(self, string: str) -> None:
+        # Input to parse
+        self._src = Source(decode(string))
+
+        self._aot_stack: List[Key] = []
+
+    @property
+    def _state(self):
+        return self._src.state
+
+    @property
+    def _idx(self):
+        return self._src.idx
+
+    @property
+    def _current(self):
+        return self._src.current
+
+    @property
+    def _marker(self):
+        return self._src.marker
+
+    def extract(self) -> str:
+        """
+        Extracts the value between marker and index
+        """
+        return self._src.extract()
+
+    def inc(self, exception: Optional[Type[ParseError]] = None) -> bool:
+        """
+        Increments the parser if the end of the input has not been reached.
+        Returns whether or not it was able to advance.
+        """
+        return self._src.inc(exception=exception)
+
+    def inc_n(self, n: int, exception: Optional[Type[ParseError]] = None) -> bool:
+        """
+        Increments the parser by n characters
+        if the end of the input has not been reached.
+        """
+        return self._src.inc_n(n=n, exception=exception)
+
+    def consume(self, chars, min=0, max=-1):
+        """
+        Consume chars until min/max is satisfied is valid.
+        """
+        return self._src.consume(chars=chars, min=min, max=max)
+
+    def end(self) -> bool:
+        """
+        Returns True if the parser has reached the end of the input.
+        """
+        return self._src.end()
+
+    def mark(self) -> None:
+        """
+        Sets the marker to the index's current position
+        """
+        self._src.mark()
+
+    def parse_error(self, exception=ParseError, *args, **kwargs):
+        """
+        Creates a generic "parse error" at the current position.
+        """
+        return self._src.parse_error(exception, *args, **kwargs)
+
+    def parse(self) -> TOMLDocument:
+        body = TOMLDocument(True)
+
+        # Take all keyvals outside of tables/AoT's.
+        while not self.end():
+            # Break out if a table is found
+            if self._current == "[":
+                break
+
+            # Otherwise, take and append one KV
+            item = self._parse_item()
+            if not item:
+                break
+
+            key, value = item
+            if (key is not None and key.is_multi()) or not self._merge_ws(value, body):
+                # We actually have a table
+                try:
+                    body.append(key, value)
+                except Exception as e:
+                    raise self.parse_error(ParseError, str(e)) from e
+
+            self.mark()
+
+        while not self.end():
+            key, value = self._parse_table()
+            if isinstance(value, Table) and value.is_aot_element():
+                # This is just the first table in an AoT. Parse the rest of the array
+                # along with it.
+                value = self._parse_aot(value, key)
+
+            try:
+                body.append(key, value)
+            except Exception as e:
+                raise self.parse_error(ParseError, str(e)) from e
+
+        body.parsing(False)
+
+        return body
+
+    def _merge_ws(self, item: Item, container: Container) -> bool:
+        """
+        Merges the given Item with the last one currently in the given Container if
+        both are whitespace items.
+
+        Returns True if the items were merged.
+        """
+        last = container.last_item()
+        if not last:
+            return False
+
+        if not isinstance(item, Whitespace) or not isinstance(last, Whitespace):
+            return False
+
+        start = self._idx - (len(last.s) + len(item.s))
+        container.body[-1] = (
+            container.body[-1][0],
+            Whitespace(self._src[start : self._idx]),
+        )
+
+        return True
+
+    def _is_child(self, parent: Key, child: Key) -> bool:
+        """
+        Returns whether a key is strictly a child of another key.
+        AoT siblings are not considered children of one another.
+        """
+        parent_parts = tuple(parent)
+        child_parts = tuple(child)
+
+        if parent_parts == child_parts:
+            return False
+
+        return parent_parts == child_parts[: len(parent_parts)]
+
+    def _parse_item(self) -> Optional[Tuple[Optional[Key], Item]]:
+        """
+        Attempts to parse the next item and returns it, along with its key
+        if the item is value-like.
+        """
+        self.mark()
+        with self._state as state:
+            while True:
+                c = self._current
+                if c == "\n":
+                    # Found a newline; Return all whitespace found up to this point.
+                    self.inc()
+
+                    return None, Whitespace(self.extract())
+                elif c in " \t\r":
+                    # Skip whitespace.
+                    if not self.inc():
+                        return None, Whitespace(self.extract())
+                elif c == "#":
+                    # Found a comment, parse it
+                    indent = self.extract()
+                    cws, comment, trail = self._parse_comment_trail()
+
+                    return None, Comment(Trivia(indent, cws, comment, trail))
+                elif c == "[":
+                    # Found a table, delegate to the calling function.
+                    return
+                else:
+                    # Beginning of a KV pair.
+                    # Return to beginning of whitespace so it gets included
+                    # as indentation for the KV about to be parsed.
+                    state.restore = True
+                    break
+
+        return self._parse_key_value(True)
+
+    def _parse_comment_trail(self, parse_trail: bool = True) -> Tuple[str, str, str]:
+        """
+        Returns (comment_ws, comment, trail)
+        If there is no comment, comment_ws and comment will
+        simply be empty.
+        """
+        if self.end():
+            return "", "", ""
+
+        comment = ""
+        comment_ws = ""
+        self.mark()
+
+        while True:
+            c = self._current
+
+            if c == "\n":
+                break
+            elif c == "#":
+                comment_ws = self.extract()
+
+                self.mark()
+                self.inc()  # Skip #
+
+                # The comment itself
+                while not self.end() and not self._current.is_nl():
+                    code = ord(self._current)
+                    if code == CHR_DEL or code <= CTRL_CHAR_LIMIT and code != CTRL_I:
+                        raise self.parse_error(InvalidControlChar, code, "comments")
+
+                    if not self.inc():
+                        break
+
+                comment = self.extract()
+                self.mark()
+
+                break
+            elif c in " \t\r":
+                self.inc()
+            else:
+                raise self.parse_error(UnexpectedCharError, c)
+
+            if self.end():
+                break
+
+        trail = ""
+        if parse_trail:
+            while self._current.is_spaces() and self.inc():
+                pass
+
+            if self._current == "\r":
+                self.inc()
+
+            if self._current == "\n":
+                self.inc()
+
+            if self._idx != self._marker or self._current.is_ws():
+                trail = self.extract()
+
+        return comment_ws, comment, trail
+
+    def _parse_key_value(self, parse_comment: bool = False) -> Tuple[Key, Item]:
+        # Leading indent
+        self.mark()
+
+        while self._current.is_spaces() and self.inc():
+            pass
+
+        indent = self.extract()
+
+        # Key
+        key = self._parse_key()
+
+        self.mark()
+
+        found_equals = self._current == "="
+        while self._current.is_kv_sep() and self.inc():
+            if self._current == "=":
+                if found_equals:
+                    raise self.parse_error(UnexpectedCharError, "=")
+                else:
+                    found_equals = True
+        if not found_equals:
+            raise self.parse_error(UnexpectedCharError, self._current)
+
+        if not key.sep:
+            key.sep = self.extract()
+        else:
+            key.sep += self.extract()
+
+        # Value
+        val = self._parse_value()
+        # Comment
+        if parse_comment:
+            cws, comment, trail = self._parse_comment_trail()
+            meta = val.trivia
+            if not meta.comment_ws:
+                meta.comment_ws = cws
+
+            meta.comment = comment
+            meta.trail = trail
+        else:
+            val.trivia.trail = ""
+
+        val.trivia.indent = indent
+
+        return key, val
+
+    def _parse_key(self) -> Key:
+        """
+        Parses a Key at the current position;
+        WS before the key must be exhausted first at the callsite.
+        """
+        self.mark()
+        while self._current.is_spaces() and self.inc():
+            # Skip any leading whitespace
+            pass
+        if self._current in "\"'":
+            return self._parse_quoted_key()
+        else:
+            return self._parse_bare_key()
+
+    def _parse_quoted_key(self) -> Key:
+        """
+        Parses a key enclosed in either single or double quotes.
+        """
+        # Extract the leading whitespace
+        original = self.extract()
+        quote_style = self._current
+        key_type = next((t for t in KeyType if t.value == quote_style), None)
+
+        if key_type is None:
+            raise RuntimeError("Should not have entered _parse_quoted_key()")
+
+        key_str = self._parse_string(
+            StringType.SLB if key_type == KeyType.Basic else StringType.SLL
+        )
+        if key_str._t.is_multiline():
+            raise self.parse_error(UnexpectedCharError, key_str._t.value)
+        original += key_str.as_string()
+        self.mark()
+        while self._current.is_spaces() and self.inc():
+            pass
+        original += self.extract()
+        key = SingleKey(str(key_str), t=key_type, sep="", original=original)
+        if self._current == ".":
+            self.inc()
+            key = key.concat(self._parse_key())
+
+        return key
+
+    def _parse_bare_key(self) -> Key:
+        """
+        Parses a bare key.
+        """
+        while (
+            self._current.is_bare_key_char() or self._current.is_spaces()
+        ) and self.inc():
+            pass
+
+        original = self.extract()
+        key = original.strip()
+        if not key:
+            # Empty key
+            raise self.parse_error(EmptyKeyError)
+
+        if " " in key:
+            # Bare key with spaces in it
+            raise self.parse_error(ParseError, f'Invalid key "{key}"')
+
+        key = SingleKey(key, KeyType.Bare, "", original)
+
+        if self._current == ".":
+            self.inc()
+            key = key.concat(self._parse_key())
+
+        return key
+
+    def _parse_value(self) -> Item:
+        """
+        Attempts to parse a value at the current position.
+        """
+        self.mark()
+        c = self._current
+        trivia = Trivia()
+
+        if c == StringType.SLB.value:
+            return self._parse_basic_string()
+        elif c == StringType.SLL.value:
+            return self._parse_literal_string()
+        elif c == BoolType.TRUE.value[0]:
+            return self._parse_true()
+        elif c == BoolType.FALSE.value[0]:
+            return self._parse_false()
+        elif c == "[":
+            return self._parse_array()
+        elif c == "{":
+            return self._parse_inline_table()
+        elif c in "+-" or self._peek(4) in {
+            "+inf",
+            "-inf",
+            "inf",
+            "+nan",
+            "-nan",
+            "nan",
+        }:
+            # Number
+            while self._current not in " \t\n\r#,]}" and self.inc():
+                pass
+
+            raw = self.extract()
+
+            item = self._parse_number(raw, trivia)
+            if item is not None:
+                return item
+
+            raise self.parse_error(InvalidNumberError)
+        elif c in string.digits:
+            # Integer, Float, Date, Time or DateTime
+            while self._current not in " \t\n\r#,]}" and self.inc():
+                pass
+
+            raw = self.extract()
+
+            m = RFC_3339_LOOSE.match(raw)
+            if m:
+                if m.group(1) and m.group(5):
+                    # datetime
+                    try:
+                        dt = parse_rfc3339(raw)
+                        return DateTime(
+                            dt.year,
+                            dt.month,
+                            dt.day,
+                            dt.hour,
+                            dt.minute,
+                            dt.second,
+                            dt.microsecond,
+                            dt.tzinfo,
+                            trivia,
+                            raw,
+                        )
+                    except ValueError:
+                        raise self.parse_error(InvalidDateTimeError)
+
+                if m.group(1):
+                    try:
+                        dt = parse_rfc3339(raw)
+                        date = Date(dt.year, dt.month, dt.day, trivia, raw)
+                        self.mark()
+                        while self._current not in "\t\n\r#,]}" and self.inc():
+                            pass
+
+                        time_raw = self.extract()
+                        if not time_raw.strip():
+                            trivia.comment_ws = time_raw
+                            return date
+
+                        dt = parse_rfc3339(raw + time_raw)
+                        return DateTime(
+                            dt.year,
+                            dt.month,
+                            dt.day,
+                            dt.hour,
+                            dt.minute,
+                            dt.second,
+                            dt.microsecond,
+                            dt.tzinfo,
+                            trivia,
+                            raw + time_raw,
+                        )
+                    except ValueError:
+                        raise self.parse_error(InvalidDateError)
+
+                if m.group(5):
+                    try:
+                        t = parse_rfc3339(raw)
+                        return Time(
+                            t.hour,
+                            t.minute,
+                            t.second,
+                            t.microsecond,
+                            t.tzinfo,
+                            trivia,
+                            raw,
+                        )
+                    except ValueError:
+                        raise self.parse_error(InvalidTimeError)
+
+            item = self._parse_number(raw, trivia)
+            if item is not None:
+                return item
+
+            raise self.parse_error(InvalidNumberError)
+        else:
+            raise self.parse_error(UnexpectedCharError, c)
+
+    def _parse_true(self):
+        return self._parse_bool(BoolType.TRUE)
+
+    def _parse_false(self):
+        return self._parse_bool(BoolType.FALSE)
+
+    def _parse_bool(self, style: BoolType) -> Bool:
+        with self._state:
+            style = BoolType(style)
+
+            # only keep parsing for bool if the characters match the style
+            # try consuming rest of chars in style
+            for c in style:
+                self.consume(c, min=1, max=1)
+
+            return Bool(style, Trivia())
+
+    def _parse_array(self) -> Array:
+        # Consume opening bracket, EOF here is an issue (middle of array)
+        self.inc(exception=UnexpectedEofError)
+
+        elems: List[Item] = []
+        prev_value = None
+        while True:
+            # consume whitespace
+            mark = self._idx
+            self.consume(TOMLChar.SPACES + TOMLChar.NL)
+            indent = self._src[mark : self._idx]
+            newline = set(TOMLChar.NL) & set(indent)
+            if newline:
+                elems.append(Whitespace(indent))
+                continue
+
+            # consume comment
+            if self._current == "#":
+                cws, comment, trail = self._parse_comment_trail(parse_trail=False)
+                elems.append(Comment(Trivia(indent, cws, comment, trail)))
+                continue
+
+            # consume indent
+            if indent:
+                elems.append(Whitespace(indent))
+                continue
+
+            # consume value
+            if not prev_value:
+                try:
+                    elems.append(self._parse_value())
+                    prev_value = True
+                    continue
+                except UnexpectedCharError:
+                    pass
+
+            # consume comma
+            if prev_value and self._current == ",":
+                self.inc(exception=UnexpectedEofError)
+                elems.append(Whitespace(","))
+                prev_value = False
+                continue
+
+            # consume closing bracket
+            if self._current == "]":
+                # consume closing bracket, EOF here doesn't matter
+                self.inc()
+                break
+
+            raise self.parse_error(UnexpectedCharError, self._current)
+
+        try:
+            res = Array(elems, Trivia())
+        except ValueError:
+            pass
+        else:
+            return res
+
+    def _parse_inline_table(self) -> InlineTable:
+        # consume opening bracket, EOF here is an issue (middle of array)
+        self.inc(exception=UnexpectedEofError)
+
+        elems = Container(True)
+        trailing_comma = None
+        while True:
+            # consume leading whitespace
+            mark = self._idx
+            self.consume(TOMLChar.SPACES)
+            raw = self._src[mark : self._idx]
+            if raw:
+                elems.add(Whitespace(raw))
+
+            if not trailing_comma:
+                # None: empty inline table
+                # False: previous key-value pair was not followed by a comma
+                if self._current == "}":
+                    # consume closing bracket, EOF here doesn't matter
+                    self.inc()
+                    break
+
+                if (
+                    trailing_comma is False
+                    or trailing_comma is None
+                    and self._current == ","
+                ):
+                    # Either the previous key-value pair was not followed by a comma
+                    # or the table has an unexpected leading comma.
+                    raise self.parse_error(UnexpectedCharError, self._current)
+            else:
+                # True: previous key-value pair was followed by a comma
+                if self._current == "}" or self._current == ",":
+                    raise self.parse_error(UnexpectedCharError, self._current)
+
+            key, val = self._parse_key_value(False)
+            elems.add(key, val)
+
+            # consume trailing whitespace
+            mark = self._idx
+            self.consume(TOMLChar.SPACES)
+            raw = self._src[mark : self._idx]
+            if raw:
+                elems.add(Whitespace(raw))
+
+            # consume trailing comma
+            trailing_comma = self._current == ","
+            if trailing_comma:
+                # consume closing bracket, EOF here is an issue (middle of inline table)
+                self.inc(exception=UnexpectedEofError)
+
+        return InlineTable(elems, Trivia())
+
+    def _parse_number(self, raw: str, trivia: Trivia) -> Optional[Item]:
+        # Leading zeros are not allowed
+        sign = ""
+        if raw.startswith(("+", "-")):
+            sign = raw[0]
+            raw = raw[1:]
+
+        if len(raw) > 1 and (
+            raw.startswith("0")
+            and not raw.startswith(("0.", "0o", "0x", "0b", "0e"))
+            or sign
+            and raw.startswith(".")
+        ):
+            return
+
+        if raw.startswith(("0o", "0x", "0b")) and sign:
+            return
+
+        digits = "[0-9]"
+        base = 10
+        if raw.startswith("0b"):
+            digits = "[01]"
+            base = 2
+        elif raw.startswith("0o"):
+            digits = "[0-7]"
+            base = 8
+        elif raw.startswith("0x"):
+            digits = "[0-9a-f]"
+            base = 16
+
+        # Underscores should be surrounded by digits
+        clean = re.sub(f"(?i)(?<={digits})_(?={digits})", "", raw).lower()
+
+        if "_" in clean:
+            return
+
+        if (
+            clean.endswith(".")
+            or not clean.startswith("0x")
+            and clean.split("e", 1)[0].endswith(".")
+        ):
+            return
+
+        try:
+            return Integer(int(sign + clean, base), trivia, sign + raw)
+        except ValueError:
+            try:
+                return Float(float(sign + clean), trivia, sign + raw)
+            except ValueError:
+                return
+
+    def _parse_literal_string(self) -> String:
+        with self._state:
+            return self._parse_string(StringType.SLL)
+
+    def _parse_basic_string(self) -> String:
+        with self._state:
+            return self._parse_string(StringType.SLB)
+
+    def _parse_escaped_char(self, multiline):
+        if multiline and self._current.is_ws():
+            # When the last non-whitespace character on a line is
+            # a \, it will be trimmed along with all whitespace
+            # (including newlines) up to the next non-whitespace
+            # character or closing delimiter.
+            # """\
+            #     hello \
+            #     world"""
+            tmp = ""
+            while self._current.is_ws():
+                tmp += self._current
+                # consume the whitespace, EOF here is an issue
+                # (middle of string)
+                self.inc(exception=UnexpectedEofError)
+                continue
+
+            # the escape followed by whitespace must have a newline
+            # before any other chars
+            if "\n" not in tmp:
+                raise self.parse_error(InvalidCharInStringError, self._current)
+
+            return ""
+
+        if self._current in _escaped:
+            c = _escaped[self._current]
+
+            # consume this char, EOF here is an issue (middle of string)
+            self.inc(exception=UnexpectedEofError)
+
+            return c
+
+        if self._current in {"u", "U"}:
+            # this needs to be a unicode
+            u, ue = self._peek_unicode(self._current == "U")
+            if u is not None:
+                # consume the U char and the unicode value
+                self.inc_n(len(ue) + 1)
+
+                return u
+
+            raise self.parse_error(InvalidUnicodeValueError)
+
+        raise self.parse_error(InvalidCharInStringError, self._current)
+
+    def _parse_string(self, delim: StringType) -> String:
+        # only keep parsing for string if the current character matches the delim
+        if self._current != delim.unit:
+            raise self.parse_error(
+                InternalParserError,
+                f"Invalid character for string type {delim}",
+            )
+
+        # consume the opening/first delim, EOF here is an issue
+        # (middle of string or middle of delim)
+        self.inc(exception=UnexpectedEofError)
+
+        if self._current == delim.unit:
+            # consume the closing/second delim, we do not care if EOF occurs as
+            # that would simply imply an empty single line string
+            if not self.inc() or self._current != delim.unit:
+                # Empty string
+                return String(delim, "", "", Trivia())
+
+            # consume the third delim, EOF here is an issue (middle of string)
+            self.inc(exception=UnexpectedEofError)
+
+            delim = delim.toggle()  # convert delim to multi delim
+
+        self.mark()  # to extract the original string with whitespace and all
+        value = ""
+
+        # A newline immediately following the opening delimiter will be trimmed.
+        if delim.is_multiline() and self._current == "\n":
+            # consume the newline, EOF here is an issue (middle of string)
+            self.inc(exception=UnexpectedEofError)
+
+        escaped = False  # whether the previous key was ESCAPE
+        while True:
+            code = ord(self._current)
+            if (
+                delim.is_singleline()
+                and not escaped
+                and (code == CHR_DEL or code <= CTRL_CHAR_LIMIT and code != CTRL_I)
+            ):
+                raise self.parse_error(InvalidControlChar, code, "strings")
+            elif (
+                delim.is_multiline()
+                and not escaped
+                and (
+                    code == CHR_DEL
+                    or code <= CTRL_CHAR_LIMIT
+                    and code not in [CTRL_I, CTRL_J, CTRL_M]
+                )
+            ):
+                raise self.parse_error(InvalidControlChar, code, "strings")
+            elif not escaped and self._current == delim.unit:
+                # try to process current as a closing delim
+                original = self.extract()
+
+                close = ""
+                if delim.is_multiline():
+                    # Consume the delimiters to see if we are at the end of the string
+                    close = ""
+                    while self._current == delim.unit:
+                        close += self._current
+                        self.inc()
+
+                    if len(close) < 3:
+                        # Not a triple quote, leave in result as-is.
+                        # Adding back the characters we already consumed
+                        value += close
+                        continue
+
+                    if len(close) == 3:
+                        # We are at the end of the string
+                        return String(delim, value, original, Trivia())
+
+                    if len(close) >= 6:
+                        raise self.parse_error(InvalidCharInStringError, self._current)
+
+                    value += close[:-3]
+                    original += close[:-3]
+
+                    return String(delim, value, original, Trivia())
+                else:
+                    # consume the closing delim, we do not care if EOF occurs as
+                    # that would simply imply the end of self._src
+                    self.inc()
+
+                return String(delim, value, original, Trivia())
+            elif delim.is_basic() and escaped:
+                # attempt to parse the current char as an escaped value, an exception
+                # is raised if this fails
+                value += self._parse_escaped_char(delim.is_multiline())
+
+                # no longer escaped
+                escaped = False
+            elif delim.is_basic() and self._current == "\\":
+                # the next char is being escaped
+                escaped = True
+
+                # consume this char, EOF here is an issue (middle of string)
+                self.inc(exception=UnexpectedEofError)
+            else:
+                # this is either a literal string where we keep everything as is,
+                # or this is not a special escaped char in a basic string
+                value += self._current
+
+                # consume this char, EOF here is an issue (middle of string)
+                self.inc(exception=UnexpectedEofError)
+
+    def _parse_table(
+        self, parent_name: Optional[Key] = None, parent: Optional[Table] = None
+    ) -> Tuple[Key, Union[Table, AoT]]:
+        """
+        Parses a table element.
+        """
+        if self._current != "[":
+            raise self.parse_error(
+                InternalParserError, "_parse_table() called on non-bracket character."
+            )
+
+        indent = self.extract()
+        self.inc()  # Skip opening bracket
+
+        if self.end():
+            raise self.parse_error(UnexpectedEofError)
+
+        is_aot = False
+        if self._current == "[":
+            if not self.inc():
+                raise self.parse_error(UnexpectedEofError)
+
+            is_aot = True
+        try:
+            key = self._parse_key()
+        except EmptyKeyError:
+            raise self.parse_error(EmptyTableNameError) from None
+        if self.end():
+            raise self.parse_error(UnexpectedEofError)
+        elif self._current != "]":
+            raise self.parse_error(UnexpectedCharError, self._current)
+        elif not key.key.strip():
+            raise self.parse_error(EmptyTableNameError)
+
+        key.sep = ""
+        full_key = key
+        name_parts = tuple(key)
+        if any(" " in part.key.strip() and part.is_bare() for part in name_parts):
+            raise self.parse_error(
+                ParseError, f'Invalid table name "{full_key.as_string()}"'
+            )
+
+        missing_table = False
+        if parent_name:
+            parent_name_parts = tuple(parent_name)
+        else:
+            parent_name_parts = tuple()
+
+        if len(name_parts) > len(parent_name_parts) + 1:
+            missing_table = True
+
+        name_parts = name_parts[len(parent_name_parts) :]
+
+        values = Container(True)
+
+        self.inc()  # Skip closing bracket
+        if is_aot:
+            # TODO: Verify close bracket
+            self.inc()
+
+        cws, comment, trail = self._parse_comment_trail()
+
+        result = Null()
+        table = Table(
+            values,
+            Trivia(indent, cws, comment, trail),
+            is_aot,
+            name=name_parts[0].key if name_parts else key.key,
+            display_name=full_key.as_string(),
+        )
+
+        if len(name_parts) > 1:
+            if missing_table:
+                # Missing super table
+                # i.e. a table initialized like this: [foo.bar]
+                # without initializing [foo]
+                #
+                # So we have to create the parent tables
+                table = Table(
+                    Container(True),
+                    Trivia(indent, cws, comment, trail),
+                    is_aot and name_parts[0] in self._aot_stack,
+                    is_super_table=True,
+                    name=name_parts[0].key,
+                )
+
+            result = table
+            key = name_parts[0]
+
+            for i, _name in enumerate(name_parts[1:]):
+                if _name in table:
+                    child = table[_name]
+                else:
+                    child = Table(
+                        Container(True),
+                        Trivia(indent, cws, comment, trail),
+                        is_aot and i == len(name_parts) - 2,
+                        is_super_table=i < len(name_parts) - 2,
+                        name=_name.key,
+                        display_name=full_key.as_string()
+                        if i == len(name_parts) - 2
+                        else None,
+                    )
+
+                if is_aot and i == len(name_parts) - 2:
+                    table.raw_append(_name, AoT([child], name=table.name, parsed=True))
+                else:
+                    table.raw_append(_name, child)
+
+                table = child
+                values = table.value
+        else:
+            if name_parts:
+                key = name_parts[0]
+
+        while not self.end():
+            item = self._parse_item()
+            if item:
+                _key, item = item
+                if not self._merge_ws(item, values):
+                    table.raw_append(_key, item)
+            else:
+                if self._current == "[":
+                    _, key_next = self._peek_table()
+
+                    if self._is_child(full_key, key_next):
+                        key_next, table_next = self._parse_table(full_key, table)
+
+                        table.raw_append(key_next, table_next)
+
+                        # Picking up any sibling
+                        while not self.end():
+                            _, key_next = self._peek_table()
+
+                            if not self._is_child(full_key, key_next):
+                                break
+
+                            key_next, table_next = self._parse_table(full_key, table)
+
+                            table.raw_append(key_next, table_next)
+
+                    break
+                else:
+                    raise self.parse_error(
+                        InternalParserError,
+                        "_parse_item() returned None on a non-bracket character.",
+                    )
+
+        if isinstance(result, Null):
+            result = table
+
+            if is_aot and (not self._aot_stack or full_key != self._aot_stack[-1]):
+                result = self._parse_aot(result, full_key)
+
+        return key, result
+
+    def _peek_table(self) -> Tuple[bool, Key]:
+        """
+        Peeks ahead non-intrusively by cloning then restoring the
+        initial state of the parser.
+
+        Returns the name of the table about to be parsed,
+        as well as whether it is part of an AoT.
+        """
+        # we always want to restore after exiting this scope
+        with self._state(save_marker=True, restore=True):
+            if self._current != "[":
+                raise self.parse_error(
+                    InternalParserError,
+                    "_peek_table() entered on non-bracket character",
+                )
+
+            # AoT
+            self.inc()
+            is_aot = False
+            if self._current == "[":
+                self.inc()
+                is_aot = True
+            try:
+                return is_aot, self._parse_key()
+            except EmptyKeyError:
+                raise self.parse_error(EmptyTableNameError) from None
+
+    def _parse_aot(self, first: Table, name_first: Key) -> AoT:
+        """
+        Parses all siblings of the provided table first and bundles them into
+        an AoT.
+        """
+        payload = [first]
+        self._aot_stack.append(name_first)
+        while not self.end():
+            is_aot_next, name_next = self._peek_table()
+            if is_aot_next and name_next == name_first:
+                _, table = self._parse_table(name_first)
+                payload.append(table)
+            else:
+                break
+
+        self._aot_stack.pop()
+
+        return AoT(payload, parsed=True)
+
+    def _peek(self, n: int) -> str:
+        """
+        Peeks ahead n characters.
+
+        n is the max number of characters that will be peeked.
+        """
+        # we always want to restore after exiting this scope
+        with self._state(restore=True):
+            buf = ""
+            for _ in range(n):
+                if self._current not in " \t\n\r#,]}" + self._src.EOF:
+                    buf += self._current
+                    self.inc()
+                    continue
+
+                break
+            return buf
+
+    def _peek_unicode(self, is_long: bool) -> Tuple[Optional[str], Optional[str]]:
+        """
+        Peeks ahead non-intrusively by cloning then restoring the
+        initial state of the parser.
+
+        Returns the unicode value is it's a valid one else None.
+        """
+        # we always want to restore after exiting this scope
+        with self._state(save_marker=True, restore=True):
+            if self._current not in {"u", "U"}:
+                raise self.parse_error(
+                    InternalParserError, "_peek_unicode() entered on non-unicode value"
+                )
+
+            self.inc()  # Dropping prefix
+            self.mark()
+
+            if is_long:
+                chars = 8
+            else:
+                chars = 4
+
+            if not self.inc_n(chars):
+                value, extracted = None, None
+            else:
+                extracted = self.extract()
+
+                if extracted[0].lower() == "d" and extracted[1].strip("01234567"):
+                    return None, None
+
+                try:
+                    value = chr(int(extracted, 16))
+                except (ValueError, OverflowError):
+                    value = None
+
+            return value, extracted
diff --git a/venv/lib/python3.8/site-packages/tomlkit/py.typed b/venv/lib/python3.8/site-packages/tomlkit/py.typed
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/tomlkit/py.typed
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/tomlkit/source.py b/venv/lib/python3.8/site-packages/tomlkit/source.py
new file mode 120000
index 0000000..41ad130
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/tomlkit/source.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/37/be/e5/bfe1eaa9c1abd644cb7bce0b4feef3a8b545ed8c2c30e4d25d11b1a174
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/tomlkit/toml_char.py b/venv/lib/python3.8/site-packages/tomlkit/toml_char.py
new file mode 120000
index 0000000..5c0f5d4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/tomlkit/toml_char.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d3/ea/a4/b005cd2258451c2b0bb71ad17011be11d8ecd1a5786583be907ea02e75
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/tomlkit/toml_document.py b/venv/lib/python3.8/site-packages/tomlkit/toml_document.py
new file mode 120000
index 0000000..384c4d9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/tomlkit/toml_document.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/07/60/36/a7d0abf16f68b45e1c944e8ac6519d7310829c92e567432050706278e2
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/tomlkit/toml_file.py b/venv/lib/python3.8/site-packages/tomlkit/toml_file.py
new file mode 100644
index 0000000..5b28cb0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/tomlkit/toml_file.py
@@ -0,0 +1,48 @@
+import os
+import re
+
+from .api import loads
+from .toml_document import TOMLDocument
+
+
+class TOMLFile:
+    """
+    Represents a TOML file.
+
+    :param path: path to the TOML file
+    """
+
+    def __init__(self, path: str) -> None:
+        self._path = path
+        self._linesep = os.linesep
+
+    def read(self) -> TOMLDocument:
+        """Read the file content as a :class:`tomlkit.toml_document.TOMLDocument`."""
+        with open(self._path, encoding="utf-8", newline="") as f:
+            content = f.read()
+
+            # check if consistent line endings
+            num_newline = content.count("\n")
+            if num_newline > 0:
+                num_win_eol = content.count("\r\n")
+                if num_win_eol == num_newline:
+                    self._linesep = "\r\n"
+                elif num_win_eol == 0:
+                    self._linesep = "\n"
+                else:
+                    self._linesep = "mixed"
+
+            return loads(content)
+
+    def write(self, data: TOMLDocument) -> None:
+        """Write the TOMLDocument to the file."""
+        content = data.as_string()
+
+        # apply linesep
+        if self._linesep == "\n":
+            content = content.replace("\r\n", "\n")
+        elif self._linesep == "\r\n":
+            content = re.sub(r"(?<!\r)\n", "\r\n", content)
+
+        with open(self._path, "w", encoding="utf-8", newline="") as f:
+            f.write(content)
diff --git a/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/LICENSE b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/LICENSE
new file mode 120000
index 0000000..640a910
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ff/17/ce/94e102024deb68773eb1cc74ca76da4e658f373531f0ac22d68a6bb1ad
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/METADATA b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/METADATA
new file mode 120000
index 0000000..ea5fe84
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/METADATA
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c4/4f/93/ef08d1ff8905809d94a2333a3966b228b7df350f8a00430267ddf3b9b3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/RECORD b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/RECORD
new file mode 100644
index 0000000..aaefc4f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/RECORD
@@ -0,0 +1,10 @@
+__pycache__/typing_extensions.cpython-38.pyc,,
+typing_extensions-3.10.0.2.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+typing_extensions-3.10.0.2.dist-info/LICENSE,sha256=_xfOlOECAk3raHc-scx0ynbaTmWPNzUx8Kwi1oprsa0,12755
+typing_extensions-3.10.0.2.dist-info/METADATA,sha256=xE-T7wjR_4kFgJ2UojM6OWayKLffNQ-KAEMCZ93zubM,2121
+typing_extensions-3.10.0.2.dist-info/RECORD,,
+typing_extensions-3.10.0.2.dist-info/REQUESTED,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+typing_extensions-3.10.0.2.dist-info/WHEEL,sha256=ewwEueio1C2XeHTvT17n8dZUJgOvyCWCt0WVNLClP9o,92
+typing_extensions-3.10.0.2.dist-info/direct_url.json,sha256=c7dy8bnJFCrUmHNKQOxJWqewhQOywDpdY2VxiAQsM4k,262
+typing_extensions-3.10.0.2.dist-info/top_level.txt,sha256=hkDmk3VmrfXPOD--jS4aKTCu6kFZo-kVT1cIFfq1eU8,18
+typing_extensions.py,sha256=K6THvWMULj8menDO7coYHPjZNzT_tL7QwYD3iDs359o,109284
diff --git a/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/REQUESTED b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/REQUESTED
new file mode 100644
index 0000000..e69de29
diff --git a/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/WHEEL b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/WHEEL
new file mode 120000
index 0000000..e14c71b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7b/0c/04/b9e8a8d42d977874ef4f5ee7f1d6542603afc82582b7459534b0a53fda
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/direct_url.json
new file mode 100644
index 0000000..94be08d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/direct_url.json
@@ -0,0 +1 @@
+{"archive_info": {"hash": "sha256=f1d25edafde516b146ecd0613dabcc61409817af4766fbbcfb8d1ad4ec441a34"}, "url": "https://files.pythonhosted.org/packages/74/60/18783336cc7fcdd95dae91d73477830aa53f5d3181ae4fe20491d7fc3199/typing_extensions-3.10.0.2-py3-none-any.whl"}
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/top_level.txt
new file mode 120000
index 0000000..2cc5b2a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/typing_extensions-3.10.0.2.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/86/40/e6/937566adf5cf383fbe8d2e1a2930aeea4159a3e9154f570815fab5794f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/typing_extensions.py b/venv/lib/python3.8/site-packages/typing_extensions.py
new file mode 120000
index 0000000..1436154
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/typing_extensions.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2b/a4/c7/bd63142e3f267a70ceedca181cf8d93734ffb4bed0c180f7883b37e7da
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/LICENSE.txt b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/LICENSE.txt
new file mode 120000
index 0000000..75fdbeb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/LICENSE.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6a/00/a8/f8b4050303368b694147bde1aed9c96bdff869c181dbbf3ccb784a1501
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/METADATA b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/METADATA
new file mode 100644
index 0000000..78af02a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/METADATA
@@ -0,0 +1,185 @@
+Metadata-Version: 2.1
+Name: ujson
+Version: 5.5.0
+Summary: Ultra fast JSON encoder and decoder for Python
+Home-page: https://github.com/ultrajson/ultrajson
+Download-URL: https://github.com/ultrajson/ultrajson
+Author: Jonas Tarnstrom
+Project-URL: Source, https://github.com/ultrajson/ultrajson
+Platform: any
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Programming Language :: C
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Requires-Python: >=3.7
+Description-Content-Type: text/markdown
+License-File: LICENSE.txt
+
+# UltraJSON
+
+[![PyPI version](https://img.shields.io/pypi/v/ujson.svg?logo=pypi&logoColor=FFE873)](https://pypi.org/project/ujson)
+[![Supported Python versions](https://img.shields.io/pypi/pyversions/ujson.svg?logo=python&logoColor=FFE873)](https://pypi.org/project/ujson)
+[![PyPI downloads](https://img.shields.io/pypi/dm/ujson.svg)](https://pypistats.org/packages/ujson)
+[![GitHub Actions status](https://github.com/ultrajson/ultrajson/workflows/Test/badge.svg)](https://github.com/ultrajson/ultrajson/actions)
+[![codecov](https://codecov.io/gh/ultrajson/ultrajson/branch/main/graph/badge.svg)](https://codecov.io/gh/ultrajson/ultrajson)
+[![DOI](https://zenodo.org/badge/1418941.svg)](https://zenodo.org/badge/latestdoi/1418941)
+[![Code style: Black](https://img.shields.io/badge/code%20style-Black-000000.svg)](https://github.com/psf/black)
+
+UltraJSON is an ultra fast JSON encoder and decoder written in pure C with bindings for
+Python 3.7+.
+
+Install with pip:
+
+```sh
+python -m pip install ujson
+```
+
+## Usage
+
+May be used as a drop in replacement for most other JSON parsers for Python:
+
+```pycon
+>>> import ujson
+>>> ujson.dumps([{"key": "value"}, 81, True])
+'[{"key":"value"},81,true]'
+>>> ujson.loads("""[{"key": "value"}, 81, true]""")
+[{'key': 'value'}, 81, True]
+```
+
+### Encoder options
+
+#### encode_html_chars
+
+Used to enable special encoding of "unsafe" HTML characters into safer Unicode
+sequences. Default is `False`:
+
+```pycon
+>>> ujson.dumps("<script>John&Doe", encode_html_chars=True)
+'"\\u003cscript\\u003eJohn\\u0026Doe"'
+```
+
+#### ensure_ascii
+
+Limits output to ASCII and escapes all extended characters above 127. Default is `True`.
+If your end format supports UTF-8, setting this option to false is highly recommended to
+save space:
+
+```pycon
+>>> ujson.dumps("åäö")
+'"\\u00e5\\u00e4\\u00f6"'
+>>> ujson.dumps("åäö", ensure_ascii=False)
+'"åäö"'
+```
+
+#### escape_forward_slashes
+
+Controls whether forward slashes (`/`) are escaped. Default is `True`:
+
+```pycon
+>>> ujson.dumps("http://esn.me")
+'"http:\\/\\/esn.me"'
+>>> ujson.dumps("http://esn.me", escape_forward_slashes=False)
+'"http://esn.me"'
+```
+
+#### indent
+
+Controls whether indentation ("pretty output") is enabled. Default is `0` (disabled):
+
+```pycon
+>>> ujson.dumps({"foo": "bar"})
+'{"foo":"bar"}'
+>>> print(ujson.dumps({"foo": "bar"}, indent=4))
+{
+    "foo":"bar"
+}
+```
+
+## Benchmarks
+
+*UltraJSON* calls/sec compared to other popular JSON parsers with performance gain
+specified below each.
+
+### Test machine
+
+Linux 5.0.0-1032-azure x86_64 #34-Ubuntu SMP Mon Feb 10 19:37:25 UTC 2020
+
+### Versions
+
+- CPython 3.8.2 (default, Feb 28 2020, 14:28:43) [GCC 7.4.0]
+- nujson    : 1.35.2
+- orjson    : 2.6.1
+- simplejson: 3.17.0
+- ujson     : 2.0.2
+
+|                                                                               | ujson      | nujson     | orjson     | simplejson | json       |
+|-------------------------------------------------------------------------------|-----------:|-----------:|-----------:|-----------:|-----------:|
+| Array with 256 doubles                                                        |            |            |            |            |            |
+| encode                                                                        |     22,082 |      4,282 |     76,975 |      5,328 |      5,436 |
+| decode                                                                        |     24,127 |     34,349 |     29,059 |     14,174 |     13,822 |
+| Array with 256 UTF-8 strings                                                  |            |            |            |            |            |
+| encode                                                                        |      3,557 |      2,528 |     24,300 |      3,061 |      2,068 |
+| decode                                                                        |      2,030 |      2,490 |        931 |        406 |        358 |
+| Array with 256 strings                                                        |            |            |            |            |            |
+| encode                                                                        |     39,041 |     31,769 |     76,403 |     16,615 |     16,910 |
+| decode                                                                        |     25,185 |     24,287 |     34,437 |     32,388 |     27,999 |
+| Medium complex object                                                         |            |            |            |            |            |
+| encode                                                                        |     10,382 |     11,427 |     32,995 |      3,959 |      5,275 |
+| decode                                                                        |      9,785 |      9,796 |     11,515 |      5,898 |      7,200 |
+| Array with 256 True values                                                    |            |            |            |            |            |
+| encode                                                                        |    114,341 |    101,039 |    344,256 |     62,382 |     72,872 |
+| decode                                                                        |    149,367 |    151,615 |    181,123 |    114,597 |    130,392 |
+| Array with 256 dict{string, int} pairs                                        |            |            |            |            |            |
+| encode                                                                        |     13,715 |     14,420 |     51,942 |      3,271 |      6,584 |
+| decode                                                                        |     12,670 |     11,788 |     12,176 |      6,743 |      8,278 |
+| Dict with 256 arrays with 256 dict{string, int} pairs                         |            |            |            |            |            |
+| encode                                                                        |         50 |         54 |        216 |         10 |         23 |
+| decode                                                                        |         32 |         32 |         30 |         20 |         23 |
+| Dict with 256 arrays with 256 dict{string, int} pairs, outputting sorted keys |            |            |            |            |            |
+| encode                                                                        |         46 |         41 |            |          8 |         24 |
+| Complex object                                                                |            |            |            |            |            |
+| encode                                                                        |        533 |        582 |            |        408 |        431 |
+| decode                                                                        |        466 |        454 |            |        154 |        164 |
+
+## Build options
+
+For those with particular needs, such as Linux distribution packagers, several
+build options are provided in the form of environment variables.
+
+### Debugging symbols
+
+#### UJSON_BUILD_NO_STRIP
+
+By default, debugging symbols are stripped on Linux platforms. Setting this
+environment variable with a value of `1` or `True` disables this behavior.
+
+### Using an external or system copy of the double-conversion library
+
+These two environment variables are typically used together, something like:
+
+```sh
+export UJSON_BUILD_DC_INCLUDES='/usr/include/double-conversion'
+export UJSON_BUILD_DC_LIBS='-ldouble-conversion'
+```
+
+Users planning to link against an external shared library should be aware of
+the ABI-compatibility requirements this introduces when upgrading system
+libraries or copying compiled wheels to other machines.
+
+#### UJSON_BUILD_DC_INCLUDES
+
+One or more directories, delimited by `os.pathsep` (same as the `PATH`
+environment variable), in which to look for `double-conversion` header files;
+the default is to use the bundled copy.
+
+#### UJSON_BUILD_DC_LIBS
+
+Compiler flags needed to link the `double-conversion` library; the default
+is to use the bundled copy.
diff --git a/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/RECORD b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/RECORD
new file mode 100644
index 0000000..639d839
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/RECORD
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+ujson-5.5.0.dist-info/RECORD,,
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+ujson-5.5.0.dist-info/WHEEL,sha256=-ijGDuALlPxm3HbhKntps0QzHsi-DPlXqgerYTTJkFE,148
+ujson-5.5.0.dist-info/direct_url.json,sha256=6Fk6Ev9DzgIPh4RXZjoZspy2-vIKo8dL_6VRjjtUWmY,287
+ujson-5.5.0.dist-info/top_level.txt,sha256=IBMYuVICHWi9xnmMN22UNMEFYf14TccC7o9uYPhycg0,6
+ujson.cpython-38-x86_64-linux-gnu.so,sha256=O-4XJz_QBAnoL7OfNEc2gbJjivhOW_w--q0WVBhi8Mg,89552
diff --git a/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/REQUESTED b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/REQUESTED
new file mode 100644
index 0000000..e69de29
diff --git a/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/WHEEL b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/WHEEL
new file mode 120000
index 0000000..8b6429d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fa/28/c6/0ee00b94fc66dc76e12a7b69b344331ec8be0cf957aa07ab6134c99051
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/direct_url.json
new file mode 100644
index 0000000..94c3986
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/direct_url.json
@@ -0,0 +1 @@
+{"archive_info": {"hash": "sha256=a7d12f2d2df195c8c4e49d2cdbad640353a856c62ca2c624d8b47aa33b65a2a2"}, "url": "https://files.pythonhosted.org/packages/0a/ac/db3e3b1938729234d2c02ae0111922e5c79af4ddc41bde39f7b4bd2f8aba/ujson-5.5.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"}
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/top_level.txt
new file mode 120000
index 0000000..40b7d62
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/ujson-5.5.0.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/20/13/18/b952021d68bdc6798c376d9434c10561fd784dc702ee8f6e60f872720d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/ujson.cpython-38-x86_64-linux-gnu.so b/venv/lib/python3.8/site-packages/ujson.cpython-38-x86_64-linux-gnu.so
new file mode 100755
index 0000000..9f3f27a
Binary files /dev/null and b/venv/lib/python3.8/site-packages/ujson.cpython-38-x86_64-linux-gnu.so differ
diff --git a/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/LICENSE.txt b/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/LICENSE.txt
new file mode 120000
index 0000000..26c7b79
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/LICENSE.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c3/7b/f1/86e27cf9dbe9619e55edfe3cea7b30091ceb3da63c7dacbe0e6d77907b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/METADATA b/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/METADATA
new file mode 100644
index 0000000..1239f90
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/METADATA
@@ -0,0 +1,1448 @@
+Metadata-Version: 2.1
+Name: urllib3
+Version: 1.26.12
+Summary: HTTP library with thread-safe connection pooling, file post, and more.
+Home-page: https://urllib3.readthedocs.io/
+Author: Andrey Petrov
+Author-email: andrey.petrov@shazow.net
+License: MIT
+Project-URL: Documentation, https://urllib3.readthedocs.io/
+Project-URL: Code, https://github.com/urllib3/urllib3
+Project-URL: Issue tracker, https://github.com/urllib3/urllib3/issues
+Keywords: urllib httplib threadsafe filepost http https ssl pooling
+Classifier: Environment :: Web Environment
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 2.7
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Internet :: WWW/HTTP
+Classifier: Topic :: Software Development :: Libraries
+Requires-Python: >=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, <4
+Description-Content-Type: text/x-rst
+License-File: LICENSE.txt
+Provides-Extra: brotli
+Requires-Dist: brotlicffi (>=0.8.0) ; ((os_name != "nt" or python_version >= "3") and platform_python_implementation != "CPython") and extra == 'brotli'
+Requires-Dist: brotli (>=1.0.9) ; ((os_name != "nt" or python_version >= "3") and platform_python_implementation == "CPython") and extra == 'brotli'
+Requires-Dist: brotlipy (>=0.6.0) ; (os_name == "nt" and python_version < "3") and extra == 'brotli'
+Provides-Extra: secure
+Requires-Dist: pyOpenSSL (>=0.14) ; extra == 'secure'
+Requires-Dist: cryptography (>=1.3.4) ; extra == 'secure'
+Requires-Dist: idna (>=2.0.0) ; extra == 'secure'
+Requires-Dist: certifi ; extra == 'secure'
+Requires-Dist: urllib3-secure-extra ; extra == 'secure'
+Requires-Dist: ipaddress ; (python_version == "2.7") and extra == 'secure'
+Provides-Extra: socks
+Requires-Dist: PySocks (!=1.5.7,<2.0,>=1.5.6) ; extra == 'socks'
+
+
+urllib3 is a powerful, *user-friendly* HTTP client for Python. Much of the
+Python ecosystem already uses urllib3 and you should too.
+urllib3 brings many critical features that are missing from the Python
+standard libraries:
+
+- Thread safety.
+- Connection pooling.
+- Client-side SSL/TLS verification.
+- File uploads with multipart encoding.
+- Helpers for retrying requests and dealing with HTTP redirects.
+- Support for gzip, deflate, and brotli encoding.
+- Proxy support for HTTP and SOCKS.
+- 100% test coverage.
+
+urllib3 is powerful and easy to use:
+
+.. code-block:: python
+
+    >>> import urllib3
+    >>> http = urllib3.PoolManager()
+    >>> r = http.request('GET', 'http://httpbin.org/robots.txt')
+    >>> r.status
+    200
+    >>> r.data
+    'User-agent: *\nDisallow: /deny\n'
+
+
+Installing
+----------
+
+urllib3 can be installed with `pip <https://pip.pypa.io>`_::
+
+    $ python -m pip install urllib3
+
+Alternatively, you can grab the latest source code from `GitHub <https://github.com/urllib3/urllib3>`_::
+
+    $ git clone https://github.com/urllib3/urllib3.git
+    $ cd urllib3
+    $ git checkout 1.26.x
+    $ pip install .
+
+
+Documentation
+-------------
+
+urllib3 has usage and reference documentation at `urllib3.readthedocs.io <https://urllib3.readthedocs.io>`_.
+
+
+Contributing
+------------
+
+urllib3 happily accepts contributions. Please see our
+`contributing documentation <https://urllib3.readthedocs.io/en/latest/contributing.html>`_
+for some tips on getting started.
+
+
+Security Disclosures
+--------------------
+
+To report a security vulnerability, please use the
+`Tidelift security contact <https://tidelift.com/security>`_.
+Tidelift will coordinate the fix and disclosure with maintainers.
+
+
+Maintainers
+-----------
+
+- `@sethmlarson <https://github.com/sethmlarson>`__ (Seth M. Larson)
+- `@pquentin <https://github.com/pquentin>`__ (Quentin Pradet)
+- `@theacodes <https://github.com/theacodes>`__ (Thea Flowers)
+- `@haikuginger <https://github.com/haikuginger>`__ (Jess Shapiro)
+- `@lukasa <https://github.com/lukasa>`__ (Cory Benfield)
+- `@sigmavirus24 <https://github.com/sigmavirus24>`__ (Ian Stapleton Cordasco)
+- `@shazow <https://github.com/shazow>`__ (Andrey Petrov)
+
+👋
+
+
+Sponsorship
+-----------
+
+If your company benefits from this library, please consider `sponsoring its
+development <https://urllib3.readthedocs.io/en/latest/sponsors.html>`_.
+
+
+For Enterprise
+--------------
+
+.. |tideliftlogo| image:: https://nedbatchelder.com/pix/Tidelift_Logos_RGB_Tidelift_Shorthand_On-White_small.png
+   :width: 75
+   :alt: Tidelift
+
+.. list-table::
+   :widths: 10 100
+
+   * - |tideliftlogo|
+     - Professional support for urllib3 is available as part of the `Tidelift
+       Subscription`_.  Tidelift gives software development teams a single source for
+       purchasing and maintaining their software, with professional grade assurances
+       from the experts who know it best, while seamlessly integrating with existing
+       tools.
+
+.. _Tidelift Subscription: https://tidelift.com/subscription/pkg/pypi-urllib3?utm_source=pypi-urllib3&utm_medium=referral&utm_campaign=readme
+
+
+Changes
+=======
+
+1.26.12 (2022-08-22)
+--------------------
+
+* Deprecated the `urllib3[secure]` extra and the `urllib3.contrib.pyopenssl` module.
+  Both will be removed in v2.x. See this `GitHub issue <https://github.com/urllib3/urllib3/issues/2680>`_
+  for justification and info on how to migrate.
+
+
+1.26.11 (2022-07-25)
+--------------------
+
+* Fixed an issue where reading more than 2 GiB in a call to ``HTTPResponse.read`` would
+  raise an ``OverflowError`` on Python 3.9 and earlier.
+
+
+1.26.10 (2022-07-07)
+--------------------
+
+* Removed support for Python 3.5
+* Fixed an issue where a ``ProxyError`` recommending configuring the proxy as HTTP
+  instead of HTTPS could appear even when an HTTPS proxy wasn't configured.
+
+
+1.26.9 (2022-03-16)
+-------------------
+
+* Changed ``urllib3[brotli]`` extra to favor installing Brotli libraries that are still
+  receiving updates like ``brotli`` and ``brotlicffi`` instead of ``brotlipy``.
+  This change does not impact behavior of urllib3, only which dependencies are installed.
+* Fixed a socket leaking when ``HTTPSConnection.connect()`` raises an exception.
+* Fixed ``server_hostname`` being forwarded from ``PoolManager`` to ``HTTPConnectionPool``
+  when requesting an HTTP URL. Should only be forwarded when requesting an HTTPS URL.
+
+
+1.26.8 (2022-01-07)
+-------------------
+
+* Added extra message to ``urllib3.exceptions.ProxyError`` when urllib3 detects that
+  a proxy is configured to use HTTPS but the proxy itself appears to only use HTTP.
+* Added a mention of the size of the connection pool when discarding a connection due to the pool being full.
+* Added explicit support for Python 3.11.
+* Deprecated the ``Retry.MAX_BACKOFF`` class property in favor of ``Retry.DEFAULT_MAX_BACKOFF``
+  to better match the rest of the default parameter names. ``Retry.MAX_BACKOFF`` is removed in v2.0.
+* Changed location of the vendored ``ssl.match_hostname`` function from ``urllib3.packages.ssl_match_hostname``
+  to ``urllib3.util.ssl_match_hostname`` to ensure Python 3.10+ compatibility after being repackaged
+  by downstream distributors.
+* Fixed absolute imports, all imports are now relative.
+
+
+1.26.7 (2021-09-22)
+-------------------
+
+* Fixed a bug with HTTPS hostname verification involving IP addresses and lack
+  of SNI. (Issue #2400)
+* Fixed a bug where IPv6 braces weren't stripped during certificate hostname
+  matching. (Issue #2240)
+
+
+1.26.6 (2021-06-25)
+-------------------
+
+* Deprecated the ``urllib3.contrib.ntlmpool`` module. urllib3 is not able to support
+  it properly due to `reasons listed in this issue <https://github.com/urllib3/urllib3/issues/2282>`_.
+  If you are a user of this module please leave a comment.
+* Changed ``HTTPConnection.request_chunked()`` to not erroneously emit multiple
+  ``Transfer-Encoding`` headers in the case that one is already specified.
+* Fixed typo in deprecation message to recommend ``Retry.DEFAULT_ALLOWED_METHODS``.
+
+
+1.26.5 (2021-05-26)
+-------------------
+
+* Fixed deprecation warnings emitted in Python 3.10.
+* Updated vendored ``six`` library to 1.16.0.
+* Improved performance of URL parser when splitting
+  the authority component.
+
+
+1.26.4 (2021-03-15)
+-------------------
+
+* Changed behavior of the default ``SSLContext`` when connecting to HTTPS proxy
+  during HTTPS requests. The default ``SSLContext`` now sets ``check_hostname=True``.
+
+
+1.26.3 (2021-01-26)
+-------------------
+
+* Fixed bytes and string comparison issue with headers (Pull #2141)
+
+* Changed ``ProxySchemeUnknown`` error message to be
+  more actionable if the user supplies a proxy URL without
+  a scheme. (Pull #2107)
+
+
+1.26.2 (2020-11-12)
+-------------------
+
+* Fixed an issue where ``wrap_socket`` and ``CERT_REQUIRED`` wouldn't
+  be imported properly on Python 2.7.8 and earlier (Pull #2052)
+
+
+1.26.1 (2020-11-11)
+-------------------
+
+* Fixed an issue where two ``User-Agent`` headers would be sent if a
+  ``User-Agent`` header key is passed as ``bytes`` (Pull #2047)
+
+
+1.26.0 (2020-11-10)
+-------------------
+
+* **NOTE: urllib3 v2.0 will drop support for Python 2**.
+  `Read more in the v2.0 Roadmap <https://urllib3.readthedocs.io/en/latest/v2-roadmap.html>`_.
+
+* Added support for HTTPS proxies contacting HTTPS servers (Pull #1923, Pull #1806)
+
+* Deprecated negotiating TLSv1 and TLSv1.1 by default. Users that
+  still wish to use TLS earlier than 1.2 without a deprecation warning
+  should opt-in explicitly by setting ``ssl_version=ssl.PROTOCOL_TLSv1_1`` (Pull #2002)
+  **Starting in urllib3 v2.0: Connections that receive a ``DeprecationWarning`` will fail**
+
+* Deprecated ``Retry`` options ``Retry.DEFAULT_METHOD_WHITELIST``, ``Retry.DEFAULT_REDIRECT_HEADERS_BLACKLIST``
+  and ``Retry(method_whitelist=...)`` in favor of ``Retry.DEFAULT_ALLOWED_METHODS``,
+  ``Retry.DEFAULT_REMOVE_HEADERS_ON_REDIRECT``, and ``Retry(allowed_methods=...)``
+  (Pull #2000) **Starting in urllib3 v2.0: Deprecated options will be removed**
+
+* Added default ``User-Agent`` header to every request (Pull #1750)
+
+* Added ``urllib3.util.SKIP_HEADER`` for skipping ``User-Agent``, ``Accept-Encoding``, 
+  and ``Host`` headers from being automatically emitted with requests (Pull #2018)
+
+* Collapse ``transfer-encoding: chunked`` request data and framing into
+  the same ``socket.send()`` call (Pull #1906)
+
+* Send ``http/1.1`` ALPN identifier with every TLS handshake by default (Pull #1894)
+
+* Properly terminate SecureTransport connections when CA verification fails (Pull #1977)
+
+* Don't emit an ``SNIMissingWarning`` when passing ``server_hostname=None``
+  to SecureTransport (Pull #1903)
+
+* Disabled requesting TLSv1.2 session tickets as they weren't being used by urllib3 (Pull #1970)
+
+* Suppress ``BrokenPipeError`` when writing request body after the server
+  has closed the socket (Pull #1524)
+
+* Wrap ``ssl.SSLError`` that can be raised from reading a socket (e.g. "bad MAC")
+  into an ``urllib3.exceptions.SSLError`` (Pull #1939)
+
+
+1.25.11 (2020-10-19)
+--------------------
+
+* Fix retry backoff time parsed from ``Retry-After`` header when given
+  in the HTTP date format. The HTTP date was parsed as the local timezone
+  rather than accounting for the timezone in the HTTP date (typically
+  UTC) (Pull #1932, Pull #1935, Pull #1938, Pull #1949)
+
+* Fix issue where an error would be raised when the ``SSLKEYLOGFILE``
+  environment variable was set to the empty string. Now ``SSLContext.keylog_file``
+  is not set in this situation (Pull #2016)
+
+
+1.25.10 (2020-07-22)
+--------------------
+
+* Added support for ``SSLKEYLOGFILE`` environment variable for
+  logging TLS session keys with use with programs like
+  Wireshark for decrypting captured web traffic (Pull #1867)
+
+* Fixed loading of SecureTransport libraries on macOS Big Sur
+  due to the new dynamic linker cache (Pull #1905)
+
+* Collapse chunked request bodies data and framing into one
+  call to ``send()`` to reduce the number of TCP packets by 2-4x (Pull #1906)
+
+* Don't insert ``None`` into ``ConnectionPool`` if the pool
+  was empty when requesting a connection (Pull #1866)
+
+* Avoid ``hasattr`` call in ``BrotliDecoder.decompress()`` (Pull #1858)
+
+
+1.25.9 (2020-04-16)
+-------------------
+
+* Added ``InvalidProxyConfigurationWarning`` which is raised when
+  erroneously specifying an HTTPS proxy URL. urllib3 doesn't currently
+  support connecting to HTTPS proxies but will soon be able to
+  and we would like users to migrate properly without much breakage.
+
+  See `this GitHub issue <https://github.com/urllib3/urllib3/issues/1850>`_
+  for more information on how to fix your proxy config. (Pull #1851)
+
+* Drain connection after ``PoolManager`` redirect (Pull #1817)
+
+* Ensure ``load_verify_locations`` raises ``SSLError`` for all backends (Pull #1812)
+
+* Rename ``VerifiedHTTPSConnection`` to ``HTTPSConnection`` (Pull #1805)
+
+* Allow the CA certificate data to be passed as a string (Pull #1804)
+
+* Raise ``ValueError`` if method contains control characters (Pull #1800)
+
+* Add ``__repr__`` to ``Timeout`` (Pull #1795)
+
+
+1.25.8 (2020-01-20)
+-------------------
+
+* Drop support for EOL Python 3.4 (Pull #1774)
+
+* Optimize _encode_invalid_chars (Pull #1787)
+
+
+1.25.7 (2019-11-11)
+-------------------
+
+* Preserve ``chunked`` parameter on retries (Pull #1715, Pull #1734)
+
+* Allow unset ``SERVER_SOFTWARE`` in App Engine (Pull #1704, Issue #1470)
+
+* Fix issue where URL fragment was sent within the request target. (Pull #1732)
+
+* Fix issue where an empty query section in a URL would fail to parse. (Pull #1732)
+
+* Remove TLS 1.3 support in SecureTransport due to Apple removing support (Pull #1703)
+
+
+1.25.6 (2019-09-24)
+-------------------
+
+* Fix issue where tilde (``~``) characters were incorrectly
+  percent-encoded in the path. (Pull #1692)
+
+
+1.25.5 (2019-09-19)
+-------------------
+
+* Add mitigation for BPO-37428 affecting Python <3.7.4 and OpenSSL 1.1.1+ which
+  caused certificate verification to be enabled when using ``cert_reqs=CERT_NONE``.
+  (Issue #1682)
+
+
+1.25.4 (2019-09-19)
+-------------------
+
+* Propagate Retry-After header settings to subsequent retries. (Pull #1607)
+
+* Fix edge case where Retry-After header was still respected even when
+  explicitly opted out of. (Pull #1607)
+
+* Remove dependency on ``rfc3986`` for URL parsing.
+
+* Fix issue where URLs containing invalid characters within ``Url.auth`` would
+  raise an exception instead of percent-encoding those characters.
+
+* Add support for ``HTTPResponse.auto_close = False`` which makes HTTP responses
+  work well with BufferedReaders and other ``io`` module features. (Pull #1652)
+
+* Percent-encode invalid characters in URL for ``HTTPConnectionPool.request()`` (Pull #1673)
+
+
+1.25.3 (2019-05-23)
+-------------------
+
+* Change ``HTTPSConnection`` to load system CA certificates
+  when ``ca_certs``, ``ca_cert_dir``, and ``ssl_context`` are
+  unspecified. (Pull #1608, Issue #1603)
+
+* Upgrade bundled rfc3986 to v1.3.2. (Pull #1609, Issue #1605)
+
+
+1.25.2 (2019-04-28)
+-------------------
+
+* Change ``is_ipaddress`` to not detect IPvFuture addresses. (Pull #1583)
+
+* Change ``parse_url`` to percent-encode invalid characters within the
+  path, query, and target components. (Pull #1586)
+
+
+1.25.1 (2019-04-24)
+-------------------
+
+* Add support for Google's ``Brotli`` package. (Pull #1572, Pull #1579)
+
+* Upgrade bundled rfc3986 to v1.3.1 (Pull #1578)
+
+
+1.25 (2019-04-22)
+-----------------
+
+* Require and validate certificates by default when using HTTPS (Pull #1507)
+
+* Upgraded ``urllib3.utils.parse_url()`` to be RFC 3986 compliant. (Pull #1487)
+
+* Added support for ``key_password`` for ``HTTPSConnectionPool`` to use
+  encrypted ``key_file`` without creating your own ``SSLContext`` object. (Pull #1489)
+
+* Add TLSv1.3 support to CPython, pyOpenSSL, and SecureTransport ``SSLContext``
+  implementations. (Pull #1496)
+
+* Switched the default multipart header encoder from RFC 2231 to HTML 5 working draft. (Issue #303, Pull #1492)
+
+* Fixed issue where OpenSSL would block if an encrypted client private key was
+  given and no password was given. Instead an ``SSLError`` is raised. (Pull #1489)
+
+* Added support for Brotli content encoding. It is enabled automatically if
+  ``brotlipy`` package is installed which can be requested with
+  ``urllib3[brotli]`` extra. (Pull #1532)
+
+* Drop ciphers using DSS key exchange from default TLS cipher suites.
+  Improve default ciphers when using SecureTransport. (Pull #1496)
+
+* Implemented a more efficient ``HTTPResponse.__iter__()`` method. (Issue #1483)
+
+1.24.3 (2019-05-01)
+-------------------
+
+* Apply fix for CVE-2019-9740. (Pull #1591)
+
+1.24.2 (2019-04-17)
+-------------------
+
+* Don't load system certificates by default when any other ``ca_certs``, ``ca_certs_dir`` or
+  ``ssl_context`` parameters are specified.
+
+* Remove Authorization header regardless of case when redirecting to cross-site. (Issue #1510)
+
+* Add support for IPv6 addresses in subjectAltName section of certificates. (Issue #1269)
+
+
+1.24.1 (2018-11-02)
+-------------------
+
+* Remove quadratic behavior within ``GzipDecoder.decompress()`` (Issue #1467)
+
+* Restored functionality of ``ciphers`` parameter for ``create_urllib3_context()``. (Issue #1462)
+
+
+1.24 (2018-10-16)
+-----------------
+
+* Allow key_server_hostname to be specified when initializing a PoolManager to allow custom SNI to be overridden. (Pull #1449)
+
+* Test against Python 3.7 on AppVeyor. (Pull #1453)
+
+* Early-out ipv6 checks when running on App Engine. (Pull #1450)
+
+* Change ambiguous description of backoff_factor (Pull #1436)
+
+* Add ability to handle multiple Content-Encodings (Issue #1441 and Pull #1442)
+
+* Skip DNS names that can't be idna-decoded when using pyOpenSSL (Issue #1405).
+
+* Add a server_hostname parameter to HTTPSConnection which allows for
+  overriding the SNI hostname sent in the handshake. (Pull #1397)
+
+* Drop support for EOL Python 2.6 (Pull #1429 and Pull #1430)
+
+* Fixed bug where responses with header Content-Type: message/* erroneously
+  raised HeaderParsingError, resulting in a warning being logged. (Pull #1439)
+
+* Move urllib3 to src/urllib3 (Pull #1409)
+
+
+1.23 (2018-06-04)
+-----------------
+
+* Allow providing a list of headers to strip from requests when redirecting
+  to a different host. Defaults to the ``Authorization`` header. Different
+  headers can be set via ``Retry.remove_headers_on_redirect``. (Issue #1316)
+
+* Fix ``util.selectors._fileobj_to_fd`` to accept ``long`` (Issue #1247).
+
+* Dropped Python 3.3 support. (Pull #1242)
+
+* Put the connection back in the pool when calling stream() or read_chunked() on
+  a chunked HEAD response. (Issue #1234)
+
+* Fixed pyOpenSSL-specific ssl client authentication issue when clients
+  attempted to auth via certificate + chain (Issue #1060)
+
+* Add the port to the connectionpool connect print (Pull #1251)
+
+* Don't use the ``uuid`` module to create multipart data boundaries. (Pull #1380)
+
+* ``read_chunked()`` on a closed response returns no chunks. (Issue #1088)
+
+* Add Python 2.6 support to ``contrib.securetransport`` (Pull #1359)
+
+* Added support for auth info in url for SOCKS proxy (Pull #1363)
+
+
+1.22 (2017-07-20)
+-----------------
+
+* Fixed missing brackets in ``HTTP CONNECT`` when connecting to IPv6 address via
+  IPv6 proxy. (Issue #1222)
+
+* Made the connection pool retry on ``SSLError``.  The original ``SSLError``
+  is available on ``MaxRetryError.reason``. (Issue #1112)
+
+* Drain and release connection before recursing on retry/redirect.  Fixes
+  deadlocks with a blocking connectionpool. (Issue #1167)
+
+* Fixed compatibility for cookiejar. (Issue #1229)
+
+* pyopenssl: Use vendored version of ``six``. (Issue #1231)
+
+
+1.21.1 (2017-05-02)
+-------------------
+
+* Fixed SecureTransport issue that would cause long delays in response body
+  delivery. (Pull #1154)
+
+* Fixed regression in 1.21 that threw exceptions when users passed the
+  ``socket_options`` flag to the ``PoolManager``.  (Issue #1165)
+
+* Fixed regression in 1.21 that threw exceptions when users passed the
+  ``assert_hostname`` or ``assert_fingerprint`` flag to the ``PoolManager``.
+  (Pull #1157)
+
+
+1.21 (2017-04-25)
+-----------------
+
+* Improved performance of certain selector system calls on Python 3.5 and
+  later. (Pull #1095)
+
+* Resolved issue where the PyOpenSSL backend would not wrap SysCallError
+  exceptions appropriately when sending data. (Pull #1125)
+
+* Selectors now detects a monkey-patched select module after import for modules
+  that patch the select module like eventlet, greenlet. (Pull #1128)
+
+* Reduced memory consumption when streaming zlib-compressed responses
+  (as opposed to raw deflate streams). (Pull #1129)
+
+* Connection pools now use the entire request context when constructing the
+  pool key. (Pull #1016)
+
+* ``PoolManager.connection_from_*`` methods now accept a new keyword argument,
+  ``pool_kwargs``, which are merged with the existing ``connection_pool_kw``.
+  (Pull #1016)
+
+* Add retry counter for ``status_forcelist``. (Issue #1147)
+
+* Added ``contrib`` module for using SecureTransport on macOS:
+  ``urllib3.contrib.securetransport``.  (Pull #1122)
+
+* urllib3 now only normalizes the case of ``http://`` and ``https://`` schemes:
+  for schemes it does not recognise, it assumes they are case-sensitive and
+  leaves them unchanged.
+  (Issue #1080)
+
+
+1.20 (2017-01-19)
+-----------------
+
+* Added support for waiting for I/O using selectors other than select,
+  improving urllib3's behaviour with large numbers of concurrent connections.
+  (Pull #1001)
+
+* Updated the date for the system clock check. (Issue #1005)
+
+* ConnectionPools now correctly consider hostnames to be case-insensitive.
+  (Issue #1032)
+
+* Outdated versions of PyOpenSSL now cause the PyOpenSSL contrib module
+  to fail when it is injected, rather than at first use. (Pull #1063)
+
+* Outdated versions of cryptography now cause the PyOpenSSL contrib module
+  to fail when it is injected, rather than at first use. (Issue #1044)
+
+* Automatically attempt to rewind a file-like body object when a request is
+  retried or redirected. (Pull #1039)
+
+* Fix some bugs that occur when modules incautiously patch the queue module.
+  (Pull #1061)
+
+* Prevent retries from occurring on read timeouts for which the request method
+  was not in the method whitelist. (Issue #1059)
+
+* Changed the PyOpenSSL contrib module to lazily load idna to avoid
+  unnecessarily bloating the memory of programs that don't need it. (Pull
+  #1076)
+
+* Add support for IPv6 literals with zone identifiers. (Pull #1013)
+
+* Added support for socks5h:// and socks4a:// schemes when working with SOCKS
+  proxies, and controlled remote DNS appropriately. (Issue #1035)
+
+
+1.19.1 (2016-11-16)
+-------------------
+
+* Fixed AppEngine import that didn't function on Python 3.5. (Pull #1025)
+
+
+1.19 (2016-11-03)
+-----------------
+
+* urllib3 now respects Retry-After headers on 413, 429, and 503 responses when
+  using the default retry logic. (Pull #955)
+
+* Remove markers from setup.py to assist ancient setuptools versions. (Issue
+  #986)
+
+* Disallow superscripts and other integerish things in URL ports. (Issue #989)
+
+* Allow urllib3's HTTPResponse.stream() method to continue to work with
+  non-httplib underlying FPs. (Pull #990)
+
+* Empty filenames in multipart headers are now emitted as such, rather than
+  being suppressed. (Issue #1015)
+
+* Prefer user-supplied Host headers on chunked uploads. (Issue #1009)
+
+
+1.18.1 (2016-10-27)
+-------------------
+
+* CVE-2016-9015. Users who are using urllib3 version 1.17 or 1.18 along with
+  PyOpenSSL injection and OpenSSL 1.1.0 *must* upgrade to this version. This
+  release fixes a vulnerability whereby urllib3 in the above configuration
+  would silently fail to validate TLS certificates due to erroneously setting
+  invalid flags in OpenSSL's ``SSL_CTX_set_verify`` function. These erroneous
+  flags do not cause a problem in OpenSSL versions before 1.1.0, which
+  interprets the presence of any flag as requesting certificate validation.
+
+  There is no PR for this patch, as it was prepared for simultaneous disclosure
+  and release. The master branch received the same fix in Pull #1010.
+
+
+1.18 (2016-09-26)
+-----------------
+
+* Fixed incorrect message for IncompleteRead exception. (Pull #973)
+
+* Accept ``iPAddress`` subject alternative name fields in TLS certificates.
+  (Issue #258)
+
+* Fixed consistency of ``HTTPResponse.closed`` between Python 2 and 3.
+  (Issue #977)
+
+* Fixed handling of wildcard certificates when using PyOpenSSL. (Issue #979)
+
+
+1.17 (2016-09-06)
+-----------------
+
+* Accept ``SSLContext`` objects for use in SSL/TLS negotiation. (Issue #835)
+
+* ConnectionPool debug log now includes scheme, host, and port. (Issue #897)
+
+* Substantially refactored documentation. (Issue #887)
+
+* Used URLFetch default timeout on AppEngine, rather than hardcoding our own.
+  (Issue #858)
+
+* Normalize the scheme and host in the URL parser (Issue #833)
+
+* ``HTTPResponse`` contains the last ``Retry`` object, which now also
+  contains retries history. (Issue #848)
+
+* Timeout can no longer be set as boolean, and must be greater than zero.
+  (Pull #924)
+
+* Removed pyasn1 and ndg-httpsclient from dependencies used for PyOpenSSL. We
+  now use cryptography and idna, both of which are already dependencies of
+  PyOpenSSL. (Pull #930)
+
+* Fixed infinite loop in ``stream`` when amt=None. (Issue #928)
+
+* Try to use the operating system's certificates when we are using an
+  ``SSLContext``. (Pull #941)
+
+* Updated cipher suite list to allow ChaCha20+Poly1305. AES-GCM is preferred to
+  ChaCha20, but ChaCha20 is then preferred to everything else. (Pull #947)
+
+* Updated cipher suite list to remove 3DES-based cipher suites. (Pull #958)
+
+* Removed the cipher suite fallback to allow HIGH ciphers. (Pull #958)
+
+* Implemented ``length_remaining`` to determine remaining content
+  to be read. (Pull #949)
+
+* Implemented ``enforce_content_length`` to enable exceptions when
+  incomplete data chunks are received. (Pull #949)
+
+* Dropped connection start, dropped connection reset, redirect, forced retry,
+  and new HTTPS connection log levels to DEBUG, from INFO. (Pull #967)
+
+
+1.16 (2016-06-11)
+-----------------
+
+* Disable IPv6 DNS when IPv6 connections are not possible. (Issue #840)
+
+* Provide ``key_fn_by_scheme`` pool keying mechanism that can be
+  overridden. (Issue #830)
+
+* Normalize scheme and host to lowercase for pool keys, and include
+  ``source_address``. (Issue #830)
+
+* Cleaner exception chain in Python 3 for ``_make_request``.
+  (Issue #861)
+
+* Fixed installing ``urllib3[socks]`` extra. (Issue #864)
+
+* Fixed signature of ``ConnectionPool.close`` so it can actually safely be
+  called by subclasses. (Issue #873)
+
+* Retain ``release_conn`` state across retries. (Issues #651, #866)
+
+* Add customizable ``HTTPConnectionPool.ResponseCls``, which defaults to
+  ``HTTPResponse`` but can be replaced with a subclass. (Issue #879)
+
+
+1.15.1 (2016-04-11)
+-------------------
+
+* Fix packaging to include backports module. (Issue #841)
+
+
+1.15 (2016-04-06)
+-----------------
+
+* Added Retry(raise_on_status=False). (Issue #720)
+
+* Always use setuptools, no more distutils fallback. (Issue #785)
+
+* Dropped support for Python 3.2. (Issue #786)
+
+* Chunked transfer encoding when requesting with ``chunked=True``.
+  (Issue #790)
+
+* Fixed regression with IPv6 port parsing. (Issue #801)
+
+* Append SNIMissingWarning messages to allow users to specify it in
+  the PYTHONWARNINGS environment variable. (Issue #816)
+
+* Handle unicode headers in Py2. (Issue #818)
+
+* Log certificate when there is a hostname mismatch. (Issue #820)
+
+* Preserve order of request/response headers. (Issue #821)
+
+
+1.14 (2015-12-29)
+-----------------
+
+* contrib: SOCKS proxy support! (Issue #762)
+
+* Fixed AppEngine handling of transfer-encoding header and bug
+  in Timeout defaults checking. (Issue #763)
+
+
+1.13.1 (2015-12-18)
+-------------------
+
+* Fixed regression in IPv6 + SSL for match_hostname. (Issue #761)
+
+
+1.13 (2015-12-14)
+-----------------
+
+* Fixed ``pip install urllib3[secure]`` on modern pip. (Issue #706)
+
+* pyopenssl: Fixed SSL3_WRITE_PENDING error. (Issue #717)
+
+* pyopenssl: Support for TLSv1.1 and TLSv1.2. (Issue #696)
+
+* Close connections more defensively on exception. (Issue #734)
+
+* Adjusted ``read_chunked`` to handle gzipped, chunk-encoded bodies without
+  repeatedly flushing the decoder, to function better on Jython. (Issue #743)
+
+* Accept ``ca_cert_dir`` for SSL-related PoolManager configuration. (Issue #758)
+
+
+1.12 (2015-09-03)
+-----------------
+
+* Rely on ``six`` for importing ``httplib`` to work around
+  conflicts with other Python 3 shims. (Issue #688)
+
+* Add support for directories of certificate authorities, as supported by
+  OpenSSL. (Issue #701)
+
+* New exception: ``NewConnectionError``, raised when we fail to establish
+  a new connection, usually ``ECONNREFUSED`` socket error.
+
+
+1.11 (2015-07-21)
+-----------------
+
+* When ``ca_certs`` is given, ``cert_reqs`` defaults to
+  ``'CERT_REQUIRED'``. (Issue #650)
+
+* ``pip install urllib3[secure]`` will install Certifi and
+  PyOpenSSL as dependencies. (Issue #678)
+
+* Made ``HTTPHeaderDict`` usable as a ``headers`` input value
+  (Issues #632, #679)
+
+* Added `urllib3.contrib.appengine <https://urllib3.readthedocs.io/en/latest/contrib.html#google-app-engine>`_
+  which has an ``AppEngineManager`` for using ``URLFetch`` in a
+  Google AppEngine environment. (Issue #664)
+
+* Dev: Added test suite for AppEngine. (Issue #631)
+
+* Fix performance regression when using PyOpenSSL. (Issue #626)
+
+* Passing incorrect scheme (e.g. ``foo://``) will raise
+  ``ValueError`` instead of ``AssertionError`` (backwards
+  compatible for now, but please migrate). (Issue #640)
+
+* Fix pools not getting replenished when an error occurs during a
+  request using ``release_conn=False``. (Issue #644)
+
+* Fix pool-default headers not applying for url-encoded requests
+  like GET. (Issue #657)
+
+* log.warning in Python 3 when headers are skipped due to parsing
+  errors. (Issue #642)
+
+* Close and discard connections if an error occurs during read.
+  (Issue #660)
+
+* Fix host parsing for IPv6 proxies. (Issue #668)
+
+* Separate warning type SubjectAltNameWarning, now issued once
+  per host. (Issue #671)
+
+* Fix ``httplib.IncompleteRead`` not getting converted to
+  ``ProtocolError`` when using ``HTTPResponse.stream()``
+  (Issue #674)
+
+1.10.4 (2015-05-03)
+-------------------
+
+* Migrate tests to Tornado 4. (Issue #594)
+
+* Append default warning configuration rather than overwrite.
+  (Issue #603)
+
+* Fix streaming decoding regression. (Issue #595)
+
+* Fix chunked requests losing state across keep-alive connections.
+  (Issue #599)
+
+* Fix hanging when chunked HEAD response has no body. (Issue #605)
+
+
+1.10.3 (2015-04-21)
+-------------------
+
+* Emit ``InsecurePlatformWarning`` when SSLContext object is missing.
+  (Issue #558)
+
+* Fix regression of duplicate header keys being discarded.
+  (Issue #563)
+
+* ``Response.stream()`` returns a generator for chunked responses.
+  (Issue #560)
+
+* Set upper-bound timeout when waiting for a socket in PyOpenSSL.
+  (Issue #585)
+
+* Work on platforms without `ssl` module for plain HTTP requests.
+  (Issue #587)
+
+* Stop relying on the stdlib's default cipher list. (Issue #588)
+
+
+1.10.2 (2015-02-25)
+-------------------
+
+* Fix file descriptor leakage on retries. (Issue #548)
+
+* Removed RC4 from default cipher list. (Issue #551)
+
+* Header performance improvements. (Issue #544)
+
+* Fix PoolManager not obeying redirect retry settings. (Issue #553)
+
+
+1.10.1 (2015-02-10)
+-------------------
+
+* Pools can be used as context managers. (Issue #545)
+
+* Don't re-use connections which experienced an SSLError. (Issue #529)
+
+* Don't fail when gzip decoding an empty stream. (Issue #535)
+
+* Add sha256 support for fingerprint verification. (Issue #540)
+
+* Fixed handling of header values containing commas. (Issue #533)
+
+
+1.10 (2014-12-14)
+-----------------
+
+* Disabled SSLv3. (Issue #473)
+
+* Add ``Url.url`` property to return the composed url string. (Issue #394)
+
+* Fixed PyOpenSSL + gevent ``WantWriteError``. (Issue #412)
+
+* ``MaxRetryError.reason`` will always be an exception, not string.
+  (Issue #481)
+
+* Fixed SSL-related timeouts not being detected as timeouts. (Issue #492)
+
+* Py3: Use ``ssl.create_default_context()`` when available. (Issue #473)
+
+* Emit ``InsecureRequestWarning`` for *every* insecure HTTPS request.
+  (Issue #496)
+
+* Emit ``SecurityWarning`` when certificate has no ``subjectAltName``.
+  (Issue #499)
+
+* Close and discard sockets which experienced SSL-related errors.
+  (Issue #501)
+
+* Handle ``body`` param in ``.request(...)``. (Issue #513)
+
+* Respect timeout with HTTPS proxy. (Issue #505)
+
+* PyOpenSSL: Handle ZeroReturnError exception. (Issue #520)
+
+
+1.9.1 (2014-09-13)
+------------------
+
+* Apply socket arguments before binding. (Issue #427)
+
+* More careful checks if fp-like object is closed. (Issue #435)
+
+* Fixed packaging issues of some development-related files not
+  getting included. (Issue #440)
+
+* Allow performing *only* fingerprint verification. (Issue #444)
+
+* Emit ``SecurityWarning`` if system clock is waaay off. (Issue #445)
+
+* Fixed PyOpenSSL compatibility with PyPy. (Issue #450)
+
+* Fixed ``BrokenPipeError`` and ``ConnectionError`` handling in Py3.
+  (Issue #443)
+
+
+
+1.9 (2014-07-04)
+----------------
+
+* Shuffled around development-related files. If you're maintaining a distro
+  package of urllib3, you may need to tweak things. (Issue #415)
+
+* Unverified HTTPS requests will trigger a warning on the first request. See
+  our new `security documentation
+  <https://urllib3.readthedocs.io/en/latest/security.html>`_ for details.
+  (Issue #426)
+
+* New retry logic and ``urllib3.util.retry.Retry`` configuration object.
+  (Issue #326)
+
+* All raised exceptions should now wrapped in a
+  ``urllib3.exceptions.HTTPException``-extending exception. (Issue #326)
+
+* All errors during a retry-enabled request should be wrapped in
+  ``urllib3.exceptions.MaxRetryError``, including timeout-related exceptions
+  which were previously exempt. Underlying error is accessible from the
+  ``.reason`` property. (Issue #326)
+
+* ``urllib3.exceptions.ConnectionError`` renamed to
+  ``urllib3.exceptions.ProtocolError``. (Issue #326)
+
+* Errors during response read (such as IncompleteRead) are now wrapped in
+  ``urllib3.exceptions.ProtocolError``. (Issue #418)
+
+* Requesting an empty host will raise ``urllib3.exceptions.LocationValueError``.
+  (Issue #417)
+
+* Catch read timeouts over SSL connections as
+  ``urllib3.exceptions.ReadTimeoutError``. (Issue #419)
+
+* Apply socket arguments before connecting. (Issue #427)
+
+
+1.8.3 (2014-06-23)
+------------------
+
+* Fix TLS verification when using a proxy in Python 3.4.1. (Issue #385)
+
+* Add ``disable_cache`` option to ``urllib3.util.make_headers``. (Issue #393)
+
+* Wrap ``socket.timeout`` exception with
+  ``urllib3.exceptions.ReadTimeoutError``. (Issue #399)
+
+* Fixed proxy-related bug where connections were being reused incorrectly.
+  (Issues #366, #369)
+
+* Added ``socket_options`` keyword parameter which allows to define
+  ``setsockopt`` configuration of new sockets. (Issue #397)
+
+* Removed ``HTTPConnection.tcp_nodelay`` in favor of
+  ``HTTPConnection.default_socket_options``. (Issue #397)
+
+* Fixed ``TypeError`` bug in Python 2.6.4. (Issue #411)
+
+
+1.8.2 (2014-04-17)
+------------------
+
+* Fix ``urllib3.util`` not being included in the package.
+
+
+1.8.1 (2014-04-17)
+------------------
+
+* Fix AppEngine bug of HTTPS requests going out as HTTP. (Issue #356)
+
+* Don't install ``dummyserver`` into ``site-packages`` as it's only needed
+  for the test suite. (Issue #362)
+
+* Added support for specifying ``source_address``. (Issue #352)
+
+
+1.8 (2014-03-04)
+----------------
+
+* Improved url parsing in ``urllib3.util.parse_url`` (properly parse '@' in
+  username, and blank ports like 'hostname:').
+
+* New ``urllib3.connection`` module which contains all the HTTPConnection
+  objects.
+
+* Several ``urllib3.util.Timeout``-related fixes. Also changed constructor
+  signature to a more sensible order. [Backwards incompatible]
+  (Issues #252, #262, #263)
+
+* Use ``backports.ssl_match_hostname`` if it's installed. (Issue #274)
+
+* Added ``.tell()`` method to ``urllib3.response.HTTPResponse`` which
+  returns the number of bytes read so far. (Issue #277)
+
+* Support for platforms without threading. (Issue #289)
+
+* Expand default-port comparison in ``HTTPConnectionPool.is_same_host``
+  to allow a pool with no specified port to be considered equal to to an
+  HTTP/HTTPS url with port 80/443 explicitly provided. (Issue #305)
+
+* Improved default SSL/TLS settings to avoid vulnerabilities.
+  (Issue #309)
+
+* Fixed ``urllib3.poolmanager.ProxyManager`` not retrying on connect errors.
+  (Issue #310)
+
+* Disable Nagle's Algorithm on the socket for non-proxies. A subset of requests
+  will send the entire HTTP request ~200 milliseconds faster; however, some of
+  the resulting TCP packets will be smaller. (Issue #254)
+
+* Increased maximum number of SubjectAltNames in ``urllib3.contrib.pyopenssl``
+  from the default 64 to 1024 in a single certificate. (Issue #318)
+
+* Headers are now passed and stored as a custom
+  ``urllib3.collections_.HTTPHeaderDict`` object rather than a plain ``dict``.
+  (Issue #329, #333)
+
+* Headers no longer lose their case on Python 3. (Issue #236)
+
+* ``urllib3.contrib.pyopenssl`` now uses the operating system's default CA
+  certificates on inject. (Issue #332)
+
+* Requests with ``retries=False`` will immediately raise any exceptions without
+  wrapping them in ``MaxRetryError``. (Issue #348)
+
+* Fixed open socket leak with SSL-related failures. (Issue #344, #348)
+
+
+1.7.1 (2013-09-25)
+------------------
+
+* Added granular timeout support with new ``urllib3.util.Timeout`` class.
+  (Issue #231)
+
+* Fixed Python 3.4 support. (Issue #238)
+
+
+1.7 (2013-08-14)
+----------------
+
+* More exceptions are now pickle-able, with tests. (Issue #174)
+
+* Fixed redirecting with relative URLs in Location header. (Issue #178)
+
+* Support for relative urls in ``Location: ...`` header. (Issue #179)
+
+* ``urllib3.response.HTTPResponse`` now inherits from ``io.IOBase`` for bonus
+  file-like functionality. (Issue #187)
+
+* Passing ``assert_hostname=False`` when creating a HTTPSConnectionPool will
+  skip hostname verification for SSL connections. (Issue #194)
+
+* New method ``urllib3.response.HTTPResponse.stream(...)`` which acts as a
+  generator wrapped around ``.read(...)``. (Issue #198)
+
+* IPv6 url parsing enforces brackets around the hostname. (Issue #199)
+
+* Fixed thread race condition in
+  ``urllib3.poolmanager.PoolManager.connection_from_host(...)`` (Issue #204)
+
+* ``ProxyManager`` requests now include non-default port in ``Host: ...``
+  header. (Issue #217)
+
+* Added HTTPS proxy support in ``ProxyManager``. (Issue #170 #139)
+
+* New ``RequestField`` object can be passed to the ``fields=...`` param which
+  can specify headers. (Issue #220)
+
+* Raise ``urllib3.exceptions.ProxyError`` when connecting to proxy fails.
+  (Issue #221)
+
+* Use international headers when posting file names. (Issue #119)
+
+* Improved IPv6 support. (Issue #203)
+
+
+1.6 (2013-04-25)
+----------------
+
+* Contrib: Optional SNI support for Py2 using PyOpenSSL. (Issue #156)
+
+* ``ProxyManager`` automatically adds ``Host: ...`` header if not given.
+
+* Improved SSL-related code. ``cert_req`` now optionally takes a string like
+  "REQUIRED" or "NONE". Same with ``ssl_version`` takes strings like "SSLv23"
+  The string values reflect the suffix of the respective constant variable.
+  (Issue #130)
+
+* Vendored ``socksipy`` now based on Anorov's fork which handles unexpectedly
+  closed proxy connections and larger read buffers. (Issue #135)
+
+* Ensure the connection is closed if no data is received, fixes connection leak
+  on some platforms. (Issue #133)
+
+* Added SNI support for SSL/TLS connections on Py32+. (Issue #89)
+
+* Tests fixed to be compatible with Py26 again. (Issue #125)
+
+* Added ability to choose SSL version by passing an ``ssl.PROTOCOL_*`` constant
+  to the ``ssl_version`` parameter of ``HTTPSConnectionPool``. (Issue #109)
+
+* Allow an explicit content type to be specified when encoding file fields.
+  (Issue #126)
+
+* Exceptions are now pickleable, with tests. (Issue #101)
+
+* Fixed default headers not getting passed in some cases. (Issue #99)
+
+* Treat "content-encoding" header value as case-insensitive, per RFC 2616
+  Section 3.5. (Issue #110)
+
+* "Connection Refused" SocketErrors will get retried rather than raised.
+  (Issue #92)
+
+* Updated vendored ``six``, no longer overrides the global ``six`` module
+  namespace. (Issue #113)
+
+* ``urllib3.exceptions.MaxRetryError`` contains a ``reason`` property holding
+  the exception that prompted the final retry. If ``reason is None`` then it
+  was due to a redirect. (Issue #92, #114)
+
+* Fixed ``PoolManager.urlopen()`` from not redirecting more than once.
+  (Issue #149)
+
+* Don't assume ``Content-Type: text/plain`` for multi-part encoding parameters
+  that are not files. (Issue #111)
+
+* Pass `strict` param down to ``httplib.HTTPConnection``. (Issue #122)
+
+* Added mechanism to verify SSL certificates by fingerprint (md5, sha1) or
+  against an arbitrary hostname (when connecting by IP or for misconfigured
+  servers). (Issue #140)
+
+* Streaming decompression support. (Issue #159)
+
+
+1.5 (2012-08-02)
+----------------
+
+* Added ``urllib3.add_stderr_logger()`` for quickly enabling STDERR debug
+  logging in urllib3.
+
+* Native full URL parsing (including auth, path, query, fragment) available in
+  ``urllib3.util.parse_url(url)``.
+
+* Built-in redirect will switch method to 'GET' if status code is 303.
+  (Issue #11)
+
+* ``urllib3.PoolManager`` strips the scheme and host before sending the request
+  uri. (Issue #8)
+
+* New ``urllib3.exceptions.DecodeError`` exception for when automatic decoding,
+  based on the Content-Type header, fails.
+
+* Fixed bug with pool depletion and leaking connections (Issue #76). Added
+  explicit connection closing on pool eviction. Added
+  ``urllib3.PoolManager.clear()``.
+
+* 99% -> 100% unit test coverage.
+
+
+1.4 (2012-06-16)
+----------------
+
+* Minor AppEngine-related fixes.
+
+* Switched from ``mimetools.choose_boundary`` to ``uuid.uuid4()``.
+
+* Improved url parsing. (Issue #73)
+
+* IPv6 url support. (Issue #72)
+
+
+1.3 (2012-03-25)
+----------------
+
+* Removed pre-1.0 deprecated API.
+
+* Refactored helpers into a ``urllib3.util`` submodule.
+
+* Fixed multipart encoding to support list-of-tuples for keys with multiple
+  values. (Issue #48)
+
+* Fixed multiple Set-Cookie headers in response not getting merged properly in
+  Python 3. (Issue #53)
+
+* AppEngine support with Py27. (Issue #61)
+
+* Minor ``encode_multipart_formdata`` fixes related to Python 3 strings vs
+  bytes.
+
+
+1.2.2 (2012-02-06)
+------------------
+
+* Fixed packaging bug of not shipping ``test-requirements.txt``. (Issue #47)
+
+
+1.2.1 (2012-02-05)
+------------------
+
+* Fixed another bug related to when ``ssl`` module is not available. (Issue #41)
+
+* Location parsing errors now raise ``urllib3.exceptions.LocationParseError``
+  which inherits from ``ValueError``.
+
+
+1.2 (2012-01-29)
+----------------
+
+* Added Python 3 support (tested on 3.2.2)
+
+* Dropped Python 2.5 support (tested on 2.6.7, 2.7.2)
+
+* Use ``select.poll`` instead of ``select.select`` for platforms that support
+  it.
+
+* Use ``Queue.LifoQueue`` instead of ``Queue.Queue`` for more aggressive
+  connection reusing. Configurable by overriding ``ConnectionPool.QueueCls``.
+
+* Fixed ``ImportError`` during install when ``ssl`` module is not available.
+  (Issue #41)
+
+* Fixed ``PoolManager`` redirects between schemes (such as HTTP -> HTTPS) not
+  completing properly. (Issue #28, uncovered by Issue #10 in v1.1)
+
+* Ported ``dummyserver`` to use ``tornado`` instead of ``webob`` +
+  ``eventlet``. Removed extraneous unsupported dummyserver testing backends.
+  Added socket-level tests.
+
+* More tests. Achievement Unlocked: 99% Coverage.
+
+
+1.1 (2012-01-07)
+----------------
+
+* Refactored ``dummyserver`` to its own root namespace module (used for
+  testing).
+
+* Added hostname verification for ``VerifiedHTTPSConnection`` by vendoring in
+  Py32's ``ssl_match_hostname``. (Issue #25)
+
+* Fixed cross-host HTTP redirects when using ``PoolManager``. (Issue #10)
+
+* Fixed ``decode_content`` being ignored when set through ``urlopen``. (Issue
+  #27)
+
+* Fixed timeout-related bugs. (Issues #17, #23)
+
+
+1.0.2 (2011-11-04)
+------------------
+
+* Fixed typo in ``VerifiedHTTPSConnection`` which would only present as a bug if
+  you're using the object manually. (Thanks pyos)
+
+* Made RecentlyUsedContainer (and consequently PoolManager) more thread-safe by
+  wrapping the access log in a mutex. (Thanks @christer)
+
+* Made RecentlyUsedContainer more dict-like (corrected ``__delitem__`` and
+  ``__getitem__`` behaviour), with tests. Shouldn't affect core urllib3 code.
+
+
+1.0.1 (2011-10-10)
+------------------
+
+* Fixed a bug where the same connection would get returned into the pool twice,
+  causing extraneous "HttpConnectionPool is full" log warnings.
+
+
+1.0 (2011-10-08)
+----------------
+
+* Added ``PoolManager`` with LRU expiration of connections (tested and
+  documented).
+* Added ``ProxyManager`` (needs tests, docs, and confirmation that it works
+  with HTTPS proxies).
+* Added optional partial-read support for responses when
+  ``preload_content=False``. You can now make requests and just read the headers
+  without loading the content.
+* Made response decoding optional (default on, same as before).
+* Added optional explicit boundary string for ``encode_multipart_formdata``.
+* Convenience request methods are now inherited from ``RequestMethods``. Old
+  helpers like ``get_url`` and ``post_url`` should be abandoned in favour of
+  the new ``request(method, url, ...)``.
+* Refactored code to be even more decoupled, reusable, and extendable.
+* License header added to ``.py`` files.
+* Embiggened the documentation: Lots of Sphinx-friendly docstrings in the code
+  and docs in ``docs/`` and on https://urllib3.readthedocs.io/.
+* Embettered all the things!
+* Started writing this file.
+
+
+0.4.1 (2011-07-17)
+------------------
+
+* Minor bug fixes, code cleanup.
+
+
+0.4 (2011-03-01)
+----------------
+
+* Better unicode support.
+* Added ``VerifiedHTTPSConnection``.
+* Added ``NTLMConnectionPool`` in contrib.
+* Minor improvements.
+
+
+0.3.1 (2010-07-13)
+------------------
+
+* Added ``assert_host_name`` optional parameter. Now compatible with proxies.
+
+
+0.3 (2009-12-10)
+----------------
+
+* Added HTTPS support.
+* Minor bug fixes.
+* Refactored, broken backwards compatibility with 0.2.
+* API to be treated as stable from this version forward.
+
+
+0.2 (2008-11-17)
+----------------
+
+* Added unit tests.
+* Bug fixes.
+
+
+0.1 (2008-11-16)
+----------------
+
+* First release.
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new file mode 100644
index 0000000..9f2ace0
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new file mode 100644
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diff --git a/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/WHEEL b/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/WHEEL
new file mode 120000
index 0000000..ae483c4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cf/d8/f4/c406bf26650a3299b3ef62b464600b48cfe7fb04159866e5797c765478
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new file mode 100644
index 0000000..3d939f5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/direct_url.json
@@ -0,0 +1 @@
+{"archive_info": {"hash": "sha256=b930dd878d5a8afb066a637fbb35144fe7901e3b209d1cd4f524bd0e9deee997"}, "url": "https://files.pythonhosted.org/packages/6f/de/5be2e3eed8426f871b170663333a0f627fc2924cc386cd41be065e7ea870/urllib3-1.26.12-py2.py3-none-any.whl"}
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/top_level.txt
new file mode 120000
index 0000000..b1e9b26
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3-1.26.12.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/10/c8/97/2f6b0aad3726accc481d3a9d737113e78a50236634ef62dec4511e9afa
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diff --git a/venv/lib/python3.8/site-packages/urllib3/__init__.py b/venv/lib/python3.8/site-packages/urllib3/__init__.py
new file mode 100644
index 0000000..c6fa382
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/__init__.py
@@ -0,0 +1,102 @@
+"""
+Python HTTP library with thread-safe connection pooling, file post support, user friendly, and more
+"""
+from __future__ import absolute_import
+
+# Set default logging handler to avoid "No handler found" warnings.
+import logging
+import warnings
+from logging import NullHandler
+
+from . import exceptions
+from ._version import __version__
+from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, connection_from_url
+from .filepost import encode_multipart_formdata
+from .poolmanager import PoolManager, ProxyManager, proxy_from_url
+from .response import HTTPResponse
+from .util.request import make_headers
+from .util.retry import Retry
+from .util.timeout import Timeout
+from .util.url import get_host
+
+# === NOTE TO REPACKAGERS AND VENDORS ===
+# Please delete this block, this logic is only
+# for urllib3 being distributed via PyPI.
+# See: https://github.com/urllib3/urllib3/issues/2680
+try:
+    import urllib3_secure_extra  # type: ignore # noqa: F401
+except ImportError:
+    pass
+else:
+    warnings.warn(
+        "'urllib3[secure]' extra is deprecated and will be removed "
+        "in a future release of urllib3 2.x. Read more in this issue: "
+        "https://github.com/urllib3/urllib3/issues/2680",
+        category=DeprecationWarning,
+        stacklevel=2,
+    )
+
+__author__ = "Andrey Petrov (andrey.petrov@shazow.net)"
+__license__ = "MIT"
+__version__ = __version__
+
+__all__ = (
+    "HTTPConnectionPool",
+    "HTTPSConnectionPool",
+    "PoolManager",
+    "ProxyManager",
+    "HTTPResponse",
+    "Retry",
+    "Timeout",
+    "add_stderr_logger",
+    "connection_from_url",
+    "disable_warnings",
+    "encode_multipart_formdata",
+    "get_host",
+    "make_headers",
+    "proxy_from_url",
+)
+
+logging.getLogger(__name__).addHandler(NullHandler())
+
+
+def add_stderr_logger(level=logging.DEBUG):
+    """
+    Helper for quickly adding a StreamHandler to the logger. Useful for
+    debugging.
+
+    Returns the handler after adding it.
+    """
+    # This method needs to be in this __init__.py to get the __name__ correct
+    # even if urllib3 is vendored within another package.
+    logger = logging.getLogger(__name__)
+    handler = logging.StreamHandler()
+    handler.setFormatter(logging.Formatter("%(asctime)s %(levelname)s %(message)s"))
+    logger.addHandler(handler)
+    logger.setLevel(level)
+    logger.debug("Added a stderr logging handler to logger: %s", __name__)
+    return handler
+
+
+# ... Clean up.
+del NullHandler
+
+
+# All warning filters *must* be appended unless you're really certain that they
+# shouldn't be: otherwise, it's very hard for users to use most Python
+# mechanisms to silence them.
+# SecurityWarning's always go off by default.
+warnings.simplefilter("always", exceptions.SecurityWarning, append=True)
+# SubjectAltNameWarning's should go off once per host
+warnings.simplefilter("default", exceptions.SubjectAltNameWarning, append=True)
+# InsecurePlatformWarning's don't vary between requests, so we keep it default.
+warnings.simplefilter("default", exceptions.InsecurePlatformWarning, append=True)
+# SNIMissingWarnings should go off only once.
+warnings.simplefilter("default", exceptions.SNIMissingWarning, append=True)
+
+
+def disable_warnings(category=exceptions.HTTPWarning):
+    """
+    Helper for quickly disabling all urllib3 warnings.
+    """
+    warnings.simplefilter("ignore", category)
diff --git a/venv/lib/python3.8/site-packages/urllib3/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/urllib3/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/urllib3/_collections.py b/venv/lib/python3.8/site-packages/urllib3/_collections.py
new file mode 120000
index 0000000..12e3970
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/_collections.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/46/9d/66/57206073f52501ca7a3376add6c909057479278dcd6b0453bd6da0fd76
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diff --git a/venv/lib/python3.8/site-packages/urllib3/_version.py b/venv/lib/python3.8/site-packages/urllib3/_version.py
new file mode 100644
index 0000000..6fbc84b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/_version.py
@@ -0,0 +1,2 @@
+# This file is protected via CODEOWNERS
+__version__ = "1.26.12"
diff --git a/venv/lib/python3.8/site-packages/urllib3/connection.py b/venv/lib/python3.8/site-packages/urllib3/connection.py
new file mode 100644
index 0000000..10fb36c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/connection.py
@@ -0,0 +1,567 @@
+from __future__ import absolute_import
+
+import datetime
+import logging
+import os
+import re
+import socket
+import warnings
+from socket import error as SocketError
+from socket import timeout as SocketTimeout
+
+from .packages import six
+from .packages.six.moves.http_client import HTTPConnection as _HTTPConnection
+from .packages.six.moves.http_client import HTTPException  # noqa: F401
+from .util.proxy import create_proxy_ssl_context
+
+try:  # Compiled with SSL?
+    import ssl
+
+    BaseSSLError = ssl.SSLError
+except (ImportError, AttributeError):  # Platform-specific: No SSL.
+    ssl = None
+
+    class BaseSSLError(BaseException):
+        pass
+
+
+try:
+    # Python 3: not a no-op, we're adding this to the namespace so it can be imported.
+    ConnectionError = ConnectionError
+except NameError:
+    # Python 2
+    class ConnectionError(Exception):
+        pass
+
+
+try:  # Python 3:
+    # Not a no-op, we're adding this to the namespace so it can be imported.
+    BrokenPipeError = BrokenPipeError
+except NameError:  # Python 2:
+
+    class BrokenPipeError(Exception):
+        pass
+
+
+from ._collections import HTTPHeaderDict  # noqa (historical, removed in v2)
+from ._version import __version__
+from .exceptions import (
+    ConnectTimeoutError,
+    NewConnectionError,
+    SubjectAltNameWarning,
+    SystemTimeWarning,
+)
+from .util import SKIP_HEADER, SKIPPABLE_HEADERS, connection
+from .util.ssl_ import (
+    assert_fingerprint,
+    create_urllib3_context,
+    is_ipaddress,
+    resolve_cert_reqs,
+    resolve_ssl_version,
+    ssl_wrap_socket,
+)
+from .util.ssl_match_hostname import CertificateError, match_hostname
+
+log = logging.getLogger(__name__)
+
+port_by_scheme = {"http": 80, "https": 443}
+
+# When it comes time to update this value as a part of regular maintenance
+# (ie test_recent_date is failing) update it to ~6 months before the current date.
+RECENT_DATE = datetime.date(2022, 1, 1)
+
+_CONTAINS_CONTROL_CHAR_RE = re.compile(r"[^-!#$%&'*+.^_`|~0-9a-zA-Z]")
+
+
+class HTTPConnection(_HTTPConnection, object):
+    """
+    Based on :class:`http.client.HTTPConnection` but provides an extra constructor
+    backwards-compatibility layer between older and newer Pythons.
+
+    Additional keyword parameters are used to configure attributes of the connection.
+    Accepted parameters include:
+
+    - ``strict``: See the documentation on :class:`urllib3.connectionpool.HTTPConnectionPool`
+    - ``source_address``: Set the source address for the current connection.
+    - ``socket_options``: Set specific options on the underlying socket. If not specified, then
+      defaults are loaded from ``HTTPConnection.default_socket_options`` which includes disabling
+      Nagle's algorithm (sets TCP_NODELAY to 1) unless the connection is behind a proxy.
+
+      For example, if you wish to enable TCP Keep Alive in addition to the defaults,
+      you might pass:
+
+      .. code-block:: python
+
+         HTTPConnection.default_socket_options + [
+             (socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1),
+         ]
+
+      Or you may want to disable the defaults by passing an empty list (e.g., ``[]``).
+    """
+
+    default_port = port_by_scheme["http"]
+
+    #: Disable Nagle's algorithm by default.
+    #: ``[(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)]``
+    default_socket_options = [(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)]
+
+    #: Whether this connection verifies the host's certificate.
+    is_verified = False
+
+    #: Whether this proxy connection (if used) verifies the proxy host's
+    #: certificate.
+    proxy_is_verified = None
+
+    def __init__(self, *args, **kw):
+        if not six.PY2:
+            kw.pop("strict", None)
+
+        # Pre-set source_address.
+        self.source_address = kw.get("source_address")
+
+        #: The socket options provided by the user. If no options are
+        #: provided, we use the default options.
+        self.socket_options = kw.pop("socket_options", self.default_socket_options)
+
+        # Proxy options provided by the user.
+        self.proxy = kw.pop("proxy", None)
+        self.proxy_config = kw.pop("proxy_config", None)
+
+        _HTTPConnection.__init__(self, *args, **kw)
+
+    @property
+    def host(self):
+        """
+        Getter method to remove any trailing dots that indicate the hostname is an FQDN.
+
+        In general, SSL certificates don't include the trailing dot indicating a
+        fully-qualified domain name, and thus, they don't validate properly when
+        checked against a domain name that includes the dot. In addition, some
+        servers may not expect to receive the trailing dot when provided.
+
+        However, the hostname with trailing dot is critical to DNS resolution; doing a
+        lookup with the trailing dot will properly only resolve the appropriate FQDN,
+        whereas a lookup without a trailing dot will search the system's search domain
+        list. Thus, it's important to keep the original host around for use only in
+        those cases where it's appropriate (i.e., when doing DNS lookup to establish the
+        actual TCP connection across which we're going to send HTTP requests).
+        """
+        return self._dns_host.rstrip(".")
+
+    @host.setter
+    def host(self, value):
+        """
+        Setter for the `host` property.
+
+        We assume that only urllib3 uses the _dns_host attribute; httplib itself
+        only uses `host`, and it seems reasonable that other libraries follow suit.
+        """
+        self._dns_host = value
+
+    def _new_conn(self):
+        """Establish a socket connection and set nodelay settings on it.
+
+        :return: New socket connection.
+        """
+        extra_kw = {}
+        if self.source_address:
+            extra_kw["source_address"] = self.source_address
+
+        if self.socket_options:
+            extra_kw["socket_options"] = self.socket_options
+
+        try:
+            conn = connection.create_connection(
+                (self._dns_host, self.port), self.timeout, **extra_kw
+            )
+
+        except SocketTimeout:
+            raise ConnectTimeoutError(
+                self,
+                "Connection to %s timed out. (connect timeout=%s)"
+                % (self.host, self.timeout),
+            )
+
+        except SocketError as e:
+            raise NewConnectionError(
+                self, "Failed to establish a new connection: %s" % e
+            )
+
+        return conn
+
+    def _is_using_tunnel(self):
+        # Google App Engine's httplib does not define _tunnel_host
+        return getattr(self, "_tunnel_host", None)
+
+    def _prepare_conn(self, conn):
+        self.sock = conn
+        if self._is_using_tunnel():
+            # TODO: Fix tunnel so it doesn't depend on self.sock state.
+            self._tunnel()
+            # Mark this connection as not reusable
+            self.auto_open = 0
+
+    def connect(self):
+        conn = self._new_conn()
+        self._prepare_conn(conn)
+
+    def putrequest(self, method, url, *args, **kwargs):
+        """ """
+        # Empty docstring because the indentation of CPython's implementation
+        # is broken but we don't want this method in our documentation.
+        match = _CONTAINS_CONTROL_CHAR_RE.search(method)
+        if match:
+            raise ValueError(
+                "Method cannot contain non-token characters %r (found at least %r)"
+                % (method, match.group())
+            )
+
+        return _HTTPConnection.putrequest(self, method, url, *args, **kwargs)
+
+    def putheader(self, header, *values):
+        """ """
+        if not any(isinstance(v, str) and v == SKIP_HEADER for v in values):
+            _HTTPConnection.putheader(self, header, *values)
+        elif six.ensure_str(header.lower()) not in SKIPPABLE_HEADERS:
+            raise ValueError(
+                "urllib3.util.SKIP_HEADER only supports '%s'"
+                % ("', '".join(map(str.title, sorted(SKIPPABLE_HEADERS))),)
+            )
+
+    def request(self, method, url, body=None, headers=None):
+        if headers is None:
+            headers = {}
+        else:
+            # Avoid modifying the headers passed into .request()
+            headers = headers.copy()
+        if "user-agent" not in (six.ensure_str(k.lower()) for k in headers):
+            headers["User-Agent"] = _get_default_user_agent()
+        super(HTTPConnection, self).request(method, url, body=body, headers=headers)
+
+    def request_chunked(self, method, url, body=None, headers=None):
+        """
+        Alternative to the common request method, which sends the
+        body with chunked encoding and not as one block
+        """
+        headers = headers or {}
+        header_keys = set([six.ensure_str(k.lower()) for k in headers])
+        skip_accept_encoding = "accept-encoding" in header_keys
+        skip_host = "host" in header_keys
+        self.putrequest(
+            method, url, skip_accept_encoding=skip_accept_encoding, skip_host=skip_host
+        )
+        if "user-agent" not in header_keys:
+            self.putheader("User-Agent", _get_default_user_agent())
+        for header, value in headers.items():
+            self.putheader(header, value)
+        if "transfer-encoding" not in header_keys:
+            self.putheader("Transfer-Encoding", "chunked")
+        self.endheaders()
+
+        if body is not None:
+            stringish_types = six.string_types + (bytes,)
+            if isinstance(body, stringish_types):
+                body = (body,)
+            for chunk in body:
+                if not chunk:
+                    continue
+                if not isinstance(chunk, bytes):
+                    chunk = chunk.encode("utf8")
+                len_str = hex(len(chunk))[2:]
+                to_send = bytearray(len_str.encode())
+                to_send += b"\r\n"
+                to_send += chunk
+                to_send += b"\r\n"
+                self.send(to_send)
+
+        # After the if clause, to always have a closed body
+        self.send(b"0\r\n\r\n")
+
+
+class HTTPSConnection(HTTPConnection):
+    """
+    Many of the parameters to this constructor are passed to the underlying SSL
+    socket by means of :py:func:`urllib3.util.ssl_wrap_socket`.
+    """
+
+    default_port = port_by_scheme["https"]
+
+    cert_reqs = None
+    ca_certs = None
+    ca_cert_dir = None
+    ca_cert_data = None
+    ssl_version = None
+    assert_fingerprint = None
+    tls_in_tls_required = False
+
+    def __init__(
+        self,
+        host,
+        port=None,
+        key_file=None,
+        cert_file=None,
+        key_password=None,
+        strict=None,
+        timeout=socket._GLOBAL_DEFAULT_TIMEOUT,
+        ssl_context=None,
+        server_hostname=None,
+        **kw
+    ):
+
+        HTTPConnection.__init__(self, host, port, strict=strict, timeout=timeout, **kw)
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.key_password = key_password
+        self.ssl_context = ssl_context
+        self.server_hostname = server_hostname
+
+        # Required property for Google AppEngine 1.9.0 which otherwise causes
+        # HTTPS requests to go out as HTTP. (See Issue #356)
+        self._protocol = "https"
+
+    def set_cert(
+        self,
+        key_file=None,
+        cert_file=None,
+        cert_reqs=None,
+        key_password=None,
+        ca_certs=None,
+        assert_hostname=None,
+        assert_fingerprint=None,
+        ca_cert_dir=None,
+        ca_cert_data=None,
+    ):
+        """
+        This method should only be called once, before the connection is used.
+        """
+        # If cert_reqs is not provided we'll assume CERT_REQUIRED unless we also
+        # have an SSLContext object in which case we'll use its verify_mode.
+        if cert_reqs is None:
+            if self.ssl_context is not None:
+                cert_reqs = self.ssl_context.verify_mode
+            else:
+                cert_reqs = resolve_cert_reqs(None)
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.cert_reqs = cert_reqs
+        self.key_password = key_password
+        self.assert_hostname = assert_hostname
+        self.assert_fingerprint = assert_fingerprint
+        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
+        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
+        self.ca_cert_data = ca_cert_data
+
+    def connect(self):
+        # Add certificate verification
+        self.sock = conn = self._new_conn()
+        hostname = self.host
+        tls_in_tls = False
+
+        if self._is_using_tunnel():
+            if self.tls_in_tls_required:
+                self.sock = conn = self._connect_tls_proxy(hostname, conn)
+                tls_in_tls = True
+
+            # Calls self._set_hostport(), so self.host is
+            # self._tunnel_host below.
+            self._tunnel()
+            # Mark this connection as not reusable
+            self.auto_open = 0
+
+            # Override the host with the one we're requesting data from.
+            hostname = self._tunnel_host
+
+        server_hostname = hostname
+        if self.server_hostname is not None:
+            server_hostname = self.server_hostname
+
+        is_time_off = datetime.date.today() < RECENT_DATE
+        if is_time_off:
+            warnings.warn(
+                (
+                    "System time is way off (before {0}). This will probably "
+                    "lead to SSL verification errors"
+                ).format(RECENT_DATE),
+                SystemTimeWarning,
+            )
+
+        # Wrap socket using verification with the root certs in
+        # trusted_root_certs
+        default_ssl_context = False
+        if self.ssl_context is None:
+            default_ssl_context = True
+            self.ssl_context = create_urllib3_context(
+                ssl_version=resolve_ssl_version(self.ssl_version),
+                cert_reqs=resolve_cert_reqs(self.cert_reqs),
+            )
+
+        context = self.ssl_context
+        context.verify_mode = resolve_cert_reqs(self.cert_reqs)
+
+        # Try to load OS default certs if none are given.
+        # Works well on Windows (requires Python3.4+)
+        if (
+            not self.ca_certs
+            and not self.ca_cert_dir
+            and not self.ca_cert_data
+            and default_ssl_context
+            and hasattr(context, "load_default_certs")
+        ):
+            context.load_default_certs()
+
+        self.sock = ssl_wrap_socket(
+            sock=conn,
+            keyfile=self.key_file,
+            certfile=self.cert_file,
+            key_password=self.key_password,
+            ca_certs=self.ca_certs,
+            ca_cert_dir=self.ca_cert_dir,
+            ca_cert_data=self.ca_cert_data,
+            server_hostname=server_hostname,
+            ssl_context=context,
+            tls_in_tls=tls_in_tls,
+        )
+
+        # If we're using all defaults and the connection
+        # is TLSv1 or TLSv1.1 we throw a DeprecationWarning
+        # for the host.
+        if (
+            default_ssl_context
+            and self.ssl_version is None
+            and hasattr(self.sock, "version")
+            and self.sock.version() in {"TLSv1", "TLSv1.1"}
+        ):
+            warnings.warn(
+                "Negotiating TLSv1/TLSv1.1 by default is deprecated "
+                "and will be disabled in urllib3 v2.0.0. Connecting to "
+                "'%s' with '%s' can be enabled by explicitly opting-in "
+                "with 'ssl_version'" % (self.host, self.sock.version()),
+                DeprecationWarning,
+            )
+
+        if self.assert_fingerprint:
+            assert_fingerprint(
+                self.sock.getpeercert(binary_form=True), self.assert_fingerprint
+            )
+        elif (
+            context.verify_mode != ssl.CERT_NONE
+            and not getattr(context, "check_hostname", False)
+            and self.assert_hostname is not False
+        ):
+            # While urllib3 attempts to always turn off hostname matching from
+            # the TLS library, this cannot always be done. So we check whether
+            # the TLS Library still thinks it's matching hostnames.
+            cert = self.sock.getpeercert()
+            if not cert.get("subjectAltName", ()):
+                warnings.warn(
+                    (
+                        "Certificate for {0} has no `subjectAltName`, falling back to check for a "
+                        "`commonName` for now. This feature is being removed by major browsers and "
+                        "deprecated by RFC 2818. (See https://github.com/urllib3/urllib3/issues/497 "
+                        "for details.)".format(hostname)
+                    ),
+                    SubjectAltNameWarning,
+                )
+            _match_hostname(cert, self.assert_hostname or server_hostname)
+
+        self.is_verified = (
+            context.verify_mode == ssl.CERT_REQUIRED
+            or self.assert_fingerprint is not None
+        )
+
+    def _connect_tls_proxy(self, hostname, conn):
+        """
+        Establish a TLS connection to the proxy using the provided SSL context.
+        """
+        proxy_config = self.proxy_config
+        ssl_context = proxy_config.ssl_context
+        if ssl_context:
+            # If the user provided a proxy context, we assume CA and client
+            # certificates have already been set
+            return ssl_wrap_socket(
+                sock=conn,
+                server_hostname=hostname,
+                ssl_context=ssl_context,
+            )
+
+        ssl_context = create_proxy_ssl_context(
+            self.ssl_version,
+            self.cert_reqs,
+            self.ca_certs,
+            self.ca_cert_dir,
+            self.ca_cert_data,
+        )
+
+        # If no cert was provided, use only the default options for server
+        # certificate validation
+        socket = ssl_wrap_socket(
+            sock=conn,
+            ca_certs=self.ca_certs,
+            ca_cert_dir=self.ca_cert_dir,
+            ca_cert_data=self.ca_cert_data,
+            server_hostname=hostname,
+            ssl_context=ssl_context,
+        )
+
+        if ssl_context.verify_mode != ssl.CERT_NONE and not getattr(
+            ssl_context, "check_hostname", False
+        ):
+            # While urllib3 attempts to always turn off hostname matching from
+            # the TLS library, this cannot always be done. So we check whether
+            # the TLS Library still thinks it's matching hostnames.
+            cert = socket.getpeercert()
+            if not cert.get("subjectAltName", ()):
+                warnings.warn(
+                    (
+                        "Certificate for {0} has no `subjectAltName`, falling back to check for a "
+                        "`commonName` for now. This feature is being removed by major browsers and "
+                        "deprecated by RFC 2818. (See https://github.com/urllib3/urllib3/issues/497 "
+                        "for details.)".format(hostname)
+                    ),
+                    SubjectAltNameWarning,
+                )
+            _match_hostname(cert, hostname)
+
+        self.proxy_is_verified = ssl_context.verify_mode == ssl.CERT_REQUIRED
+        return socket
+
+
+def _match_hostname(cert, asserted_hostname):
+    # Our upstream implementation of ssl.match_hostname()
+    # only applies this normalization to IP addresses so it doesn't
+    # match DNS SANs so we do the same thing!
+    stripped_hostname = asserted_hostname.strip("u[]")
+    if is_ipaddress(stripped_hostname):
+        asserted_hostname = stripped_hostname
+
+    try:
+        match_hostname(cert, asserted_hostname)
+    except CertificateError as e:
+        log.warning(
+            "Certificate did not match expected hostname: %s. Certificate: %s",
+            asserted_hostname,
+            cert,
+        )
+        # Add cert to exception and reraise so client code can inspect
+        # the cert when catching the exception, if they want to
+        e._peer_cert = cert
+        raise
+
+
+def _get_default_user_agent():
+    return "python-urllib3/%s" % __version__
+
+
+class DummyConnection(object):
+    """Used to detect a failed ConnectionCls import."""
+
+    pass
+
+
+if not ssl:
+    HTTPSConnection = DummyConnection  # noqa: F811
+
+
+VerifiedHTTPSConnection = HTTPSConnection
diff --git a/venv/lib/python3.8/site-packages/urllib3/connectionpool.py b/venv/lib/python3.8/site-packages/urllib3/connectionpool.py
new file mode 100644
index 0000000..96339e9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/connectionpool.py
@@ -0,0 +1,1110 @@
+from __future__ import absolute_import
+
+import errno
+import logging
+import re
+import socket
+import sys
+import warnings
+from socket import error as SocketError
+from socket import timeout as SocketTimeout
+
+from .connection import (
+    BaseSSLError,
+    BrokenPipeError,
+    DummyConnection,
+    HTTPConnection,
+    HTTPException,
+    HTTPSConnection,
+    VerifiedHTTPSConnection,
+    port_by_scheme,
+)
+from .exceptions import (
+    ClosedPoolError,
+    EmptyPoolError,
+    HeaderParsingError,
+    HostChangedError,
+    InsecureRequestWarning,
+    LocationValueError,
+    MaxRetryError,
+    NewConnectionError,
+    ProtocolError,
+    ProxyError,
+    ReadTimeoutError,
+    SSLError,
+    TimeoutError,
+)
+from .packages import six
+from .packages.six.moves import queue
+from .request import RequestMethods
+from .response import HTTPResponse
+from .util.connection import is_connection_dropped
+from .util.proxy import connection_requires_http_tunnel
+from .util.queue import LifoQueue
+from .util.request import set_file_position
+from .util.response import assert_header_parsing
+from .util.retry import Retry
+from .util.ssl_match_hostname import CertificateError
+from .util.timeout import Timeout
+from .util.url import Url, _encode_target
+from .util.url import _normalize_host as normalize_host
+from .util.url import get_host, parse_url
+
+xrange = six.moves.xrange
+
+log = logging.getLogger(__name__)
+
+_Default = object()
+
+
+# Pool objects
+class ConnectionPool(object):
+    """
+    Base class for all connection pools, such as
+    :class:`.HTTPConnectionPool` and :class:`.HTTPSConnectionPool`.
+
+    .. note::
+       ConnectionPool.urlopen() does not normalize or percent-encode target URIs
+       which is useful if your target server doesn't support percent-encoded
+       target URIs.
+    """
+
+    scheme = None
+    QueueCls = LifoQueue
+
+    def __init__(self, host, port=None):
+        if not host:
+            raise LocationValueError("No host specified.")
+
+        self.host = _normalize_host(host, scheme=self.scheme)
+        self._proxy_host = host.lower()
+        self.port = port
+
+    def __str__(self):
+        return "%s(host=%r, port=%r)" % (type(self).__name__, self.host, self.port)
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        self.close()
+        # Return False to re-raise any potential exceptions
+        return False
+
+    def close(self):
+        """
+        Close all pooled connections and disable the pool.
+        """
+        pass
+
+
+# This is taken from http://hg.python.org/cpython/file/7aaba721ebc0/Lib/socket.py#l252
+_blocking_errnos = {errno.EAGAIN, errno.EWOULDBLOCK}
+
+
+class HTTPConnectionPool(ConnectionPool, RequestMethods):
+    """
+    Thread-safe connection pool for one host.
+
+    :param host:
+        Host used for this HTTP Connection (e.g. "localhost"), passed into
+        :class:`http.client.HTTPConnection`.
+
+    :param port:
+        Port used for this HTTP Connection (None is equivalent to 80), passed
+        into :class:`http.client.HTTPConnection`.
+
+    :param strict:
+        Causes BadStatusLine to be raised if the status line can't be parsed
+        as a valid HTTP/1.0 or 1.1 status line, passed into
+        :class:`http.client.HTTPConnection`.
+
+        .. note::
+           Only works in Python 2. This parameter is ignored in Python 3.
+
+    :param timeout:
+        Socket timeout in seconds for each individual connection. This can
+        be a float or integer, which sets the timeout for the HTTP request,
+        or an instance of :class:`urllib3.util.Timeout` which gives you more
+        fine-grained control over request timeouts. After the constructor has
+        been parsed, this is always a `urllib3.util.Timeout` object.
+
+    :param maxsize:
+        Number of connections to save that can be reused. More than 1 is useful
+        in multithreaded situations. If ``block`` is set to False, more
+        connections will be created but they will not be saved once they've
+        been used.
+
+    :param block:
+        If set to True, no more than ``maxsize`` connections will be used at
+        a time. When no free connections are available, the call will block
+        until a connection has been released. This is a useful side effect for
+        particular multithreaded situations where one does not want to use more
+        than maxsize connections per host to prevent flooding.
+
+    :param headers:
+        Headers to include with all requests, unless other headers are given
+        explicitly.
+
+    :param retries:
+        Retry configuration to use by default with requests in this pool.
+
+    :param _proxy:
+        Parsed proxy URL, should not be used directly, instead, see
+        :class:`urllib3.ProxyManager`
+
+    :param _proxy_headers:
+        A dictionary with proxy headers, should not be used directly,
+        instead, see :class:`urllib3.ProxyManager`
+
+    :param \\**conn_kw:
+        Additional parameters are used to create fresh :class:`urllib3.connection.HTTPConnection`,
+        :class:`urllib3.connection.HTTPSConnection` instances.
+    """
+
+    scheme = "http"
+    ConnectionCls = HTTPConnection
+    ResponseCls = HTTPResponse
+
+    def __init__(
+        self,
+        host,
+        port=None,
+        strict=False,
+        timeout=Timeout.DEFAULT_TIMEOUT,
+        maxsize=1,
+        block=False,
+        headers=None,
+        retries=None,
+        _proxy=None,
+        _proxy_headers=None,
+        _proxy_config=None,
+        **conn_kw
+    ):
+        ConnectionPool.__init__(self, host, port)
+        RequestMethods.__init__(self, headers)
+
+        self.strict = strict
+
+        if not isinstance(timeout, Timeout):
+            timeout = Timeout.from_float(timeout)
+
+        if retries is None:
+            retries = Retry.DEFAULT
+
+        self.timeout = timeout
+        self.retries = retries
+
+        self.pool = self.QueueCls(maxsize)
+        self.block = block
+
+        self.proxy = _proxy
+        self.proxy_headers = _proxy_headers or {}
+        self.proxy_config = _proxy_config
+
+        # Fill the queue up so that doing get() on it will block properly
+        for _ in xrange(maxsize):
+            self.pool.put(None)
+
+        # These are mostly for testing and debugging purposes.
+        self.num_connections = 0
+        self.num_requests = 0
+        self.conn_kw = conn_kw
+
+        if self.proxy:
+            # Enable Nagle's algorithm for proxies, to avoid packet fragmentation.
+            # We cannot know if the user has added default socket options, so we cannot replace the
+            # list.
+            self.conn_kw.setdefault("socket_options", [])
+
+            self.conn_kw["proxy"] = self.proxy
+            self.conn_kw["proxy_config"] = self.proxy_config
+
+    def _new_conn(self):
+        """
+        Return a fresh :class:`HTTPConnection`.
+        """
+        self.num_connections += 1
+        log.debug(
+            "Starting new HTTP connection (%d): %s:%s",
+            self.num_connections,
+            self.host,
+            self.port or "80",
+        )
+
+        conn = self.ConnectionCls(
+            host=self.host,
+            port=self.port,
+            timeout=self.timeout.connect_timeout,
+            strict=self.strict,
+            **self.conn_kw
+        )
+        return conn
+
+    def _get_conn(self, timeout=None):
+        """
+        Get a connection. Will return a pooled connection if one is available.
+
+        If no connections are available and :prop:`.block` is ``False``, then a
+        fresh connection is returned.
+
+        :param timeout:
+            Seconds to wait before giving up and raising
+            :class:`urllib3.exceptions.EmptyPoolError` if the pool is empty and
+            :prop:`.block` is ``True``.
+        """
+        conn = None
+        try:
+            conn = self.pool.get(block=self.block, timeout=timeout)
+
+        except AttributeError:  # self.pool is None
+            raise ClosedPoolError(self, "Pool is closed.")
+
+        except queue.Empty:
+            if self.block:
+                raise EmptyPoolError(
+                    self,
+                    "Pool reached maximum size and no more connections are allowed.",
+                )
+            pass  # Oh well, we'll create a new connection then
+
+        # If this is a persistent connection, check if it got disconnected
+        if conn and is_connection_dropped(conn):
+            log.debug("Resetting dropped connection: %s", self.host)
+            conn.close()
+            if getattr(conn, "auto_open", 1) == 0:
+                # This is a proxied connection that has been mutated by
+                # http.client._tunnel() and cannot be reused (since it would
+                # attempt to bypass the proxy)
+                conn = None
+
+        return conn or self._new_conn()
+
+    def _put_conn(self, conn):
+        """
+        Put a connection back into the pool.
+
+        :param conn:
+            Connection object for the current host and port as returned by
+            :meth:`._new_conn` or :meth:`._get_conn`.
+
+        If the pool is already full, the connection is closed and discarded
+        because we exceeded maxsize. If connections are discarded frequently,
+        then maxsize should be increased.
+
+        If the pool is closed, then the connection will be closed and discarded.
+        """
+        try:
+            self.pool.put(conn, block=False)
+            return  # Everything is dandy, done.
+        except AttributeError:
+            # self.pool is None.
+            pass
+        except queue.Full:
+            # This should never happen if self.block == True
+            log.warning(
+                "Connection pool is full, discarding connection: %s. Connection pool size: %s",
+                self.host,
+                self.pool.qsize(),
+            )
+        # Connection never got put back into the pool, close it.
+        if conn:
+            conn.close()
+
+    def _validate_conn(self, conn):
+        """
+        Called right before a request is made, after the socket is created.
+        """
+        pass
+
+    def _prepare_proxy(self, conn):
+        # Nothing to do for HTTP connections.
+        pass
+
+    def _get_timeout(self, timeout):
+        """Helper that always returns a :class:`urllib3.util.Timeout`"""
+        if timeout is _Default:
+            return self.timeout.clone()
+
+        if isinstance(timeout, Timeout):
+            return timeout.clone()
+        else:
+            # User passed us an int/float. This is for backwards compatibility,
+            # can be removed later
+            return Timeout.from_float(timeout)
+
+    def _raise_timeout(self, err, url, timeout_value):
+        """Is the error actually a timeout? Will raise a ReadTimeout or pass"""
+
+        if isinstance(err, SocketTimeout):
+            raise ReadTimeoutError(
+                self, url, "Read timed out. (read timeout=%s)" % timeout_value
+            )
+
+        # See the above comment about EAGAIN in Python 3. In Python 2 we have
+        # to specifically catch it and throw the timeout error
+        if hasattr(err, "errno") and err.errno in _blocking_errnos:
+            raise ReadTimeoutError(
+                self, url, "Read timed out. (read timeout=%s)" % timeout_value
+            )
+
+        # Catch possible read timeouts thrown as SSL errors. If not the
+        # case, rethrow the original. We need to do this because of:
+        # http://bugs.python.org/issue10272
+        if "timed out" in str(err) or "did not complete (read)" in str(
+            err
+        ):  # Python < 2.7.4
+            raise ReadTimeoutError(
+                self, url, "Read timed out. (read timeout=%s)" % timeout_value
+            )
+
+    def _make_request(
+        self, conn, method, url, timeout=_Default, chunked=False, **httplib_request_kw
+    ):
+        """
+        Perform a request on a given urllib connection object taken from our
+        pool.
+
+        :param conn:
+            a connection from one of our connection pools
+
+        :param timeout:
+            Socket timeout in seconds for the request. This can be a
+            float or integer, which will set the same timeout value for
+            the socket connect and the socket read, or an instance of
+            :class:`urllib3.util.Timeout`, which gives you more fine-grained
+            control over your timeouts.
+        """
+        self.num_requests += 1
+
+        timeout_obj = self._get_timeout(timeout)
+        timeout_obj.start_connect()
+        conn.timeout = timeout_obj.connect_timeout
+
+        # Trigger any extra validation we need to do.
+        try:
+            self._validate_conn(conn)
+        except (SocketTimeout, BaseSSLError) as e:
+            # Py2 raises this as a BaseSSLError, Py3 raises it as socket timeout.
+            self._raise_timeout(err=e, url=url, timeout_value=conn.timeout)
+            raise
+
+        # conn.request() calls http.client.*.request, not the method in
+        # urllib3.request. It also calls makefile (recv) on the socket.
+        try:
+            if chunked:
+                conn.request_chunked(method, url, **httplib_request_kw)
+            else:
+                conn.request(method, url, **httplib_request_kw)
+
+        # We are swallowing BrokenPipeError (errno.EPIPE) since the server is
+        # legitimately able to close the connection after sending a valid response.
+        # With this behaviour, the received response is still readable.
+        except BrokenPipeError:
+            # Python 3
+            pass
+        except IOError as e:
+            # Python 2 and macOS/Linux
+            # EPIPE and ESHUTDOWN are BrokenPipeError on Python 2, and EPROTOTYPE is needed on macOS
+            # https://erickt.github.io/blog/2014/11/19/adventures-in-debugging-a-potential-osx-kernel-bug/
+            if e.errno not in {
+                errno.EPIPE,
+                errno.ESHUTDOWN,
+                errno.EPROTOTYPE,
+            }:
+                raise
+
+        # Reset the timeout for the recv() on the socket
+        read_timeout = timeout_obj.read_timeout
+
+        # App Engine doesn't have a sock attr
+        if getattr(conn, "sock", None):
+            # In Python 3 socket.py will catch EAGAIN and return None when you
+            # try and read into the file pointer created by http.client, which
+            # instead raises a BadStatusLine exception. Instead of catching
+            # the exception and assuming all BadStatusLine exceptions are read
+            # timeouts, check for a zero timeout before making the request.
+            if read_timeout == 0:
+                raise ReadTimeoutError(
+                    self, url, "Read timed out. (read timeout=%s)" % read_timeout
+                )
+            if read_timeout is Timeout.DEFAULT_TIMEOUT:
+                conn.sock.settimeout(socket.getdefaulttimeout())
+            else:  # None or a value
+                conn.sock.settimeout(read_timeout)
+
+        # Receive the response from the server
+        try:
+            try:
+                # Python 2.7, use buffering of HTTP responses
+                httplib_response = conn.getresponse(buffering=True)
+            except TypeError:
+                # Python 3
+                try:
+                    httplib_response = conn.getresponse()
+                except BaseException as e:
+                    # Remove the TypeError from the exception chain in
+                    # Python 3 (including for exceptions like SystemExit).
+                    # Otherwise it looks like a bug in the code.
+                    six.raise_from(e, None)
+        except (SocketTimeout, BaseSSLError, SocketError) as e:
+            self._raise_timeout(err=e, url=url, timeout_value=read_timeout)
+            raise
+
+        # AppEngine doesn't have a version attr.
+        http_version = getattr(conn, "_http_vsn_str", "HTTP/?")
+        log.debug(
+            '%s://%s:%s "%s %s %s" %s %s',
+            self.scheme,
+            self.host,
+            self.port,
+            method,
+            url,
+            http_version,
+            httplib_response.status,
+            httplib_response.length,
+        )
+
+        try:
+            assert_header_parsing(httplib_response.msg)
+        except (HeaderParsingError, TypeError) as hpe:  # Platform-specific: Python 3
+            log.warning(
+                "Failed to parse headers (url=%s): %s",
+                self._absolute_url(url),
+                hpe,
+                exc_info=True,
+            )
+
+        return httplib_response
+
+    def _absolute_url(self, path):
+        return Url(scheme=self.scheme, host=self.host, port=self.port, path=path).url
+
+    def close(self):
+        """
+        Close all pooled connections and disable the pool.
+        """
+        if self.pool is None:
+            return
+        # Disable access to the pool
+        old_pool, self.pool = self.pool, None
+
+        try:
+            while True:
+                conn = old_pool.get(block=False)
+                if conn:
+                    conn.close()
+
+        except queue.Empty:
+            pass  # Done.
+
+    def is_same_host(self, url):
+        """
+        Check if the given ``url`` is a member of the same host as this
+        connection pool.
+        """
+        if url.startswith("/"):
+            return True
+
+        # TODO: Add optional support for socket.gethostbyname checking.
+        scheme, host, port = get_host(url)
+        if host is not None:
+            host = _normalize_host(host, scheme=scheme)
+
+        # Use explicit default port for comparison when none is given
+        if self.port and not port:
+            port = port_by_scheme.get(scheme)
+        elif not self.port and port == port_by_scheme.get(scheme):
+            port = None
+
+        return (scheme, host, port) == (self.scheme, self.host, self.port)
+
+    def urlopen(
+        self,
+        method,
+        url,
+        body=None,
+        headers=None,
+        retries=None,
+        redirect=True,
+        assert_same_host=True,
+        timeout=_Default,
+        pool_timeout=None,
+        release_conn=None,
+        chunked=False,
+        body_pos=None,
+        **response_kw
+    ):
+        """
+        Get a connection from the pool and perform an HTTP request. This is the
+        lowest level call for making a request, so you'll need to specify all
+        the raw details.
+
+        .. note::
+
+           More commonly, it's appropriate to use a convenience method provided
+           by :class:`.RequestMethods`, such as :meth:`request`.
+
+        .. note::
+
+           `release_conn` will only behave as expected if
+           `preload_content=False` because we want to make
+           `preload_content=False` the default behaviour someday soon without
+           breaking backwards compatibility.
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param body:
+            Data to send in the request body, either :class:`str`, :class:`bytes`,
+            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+
+        :param retries:
+            Configure the number of retries to allow before raising a
+            :class:`~urllib3.exceptions.MaxRetryError` exception.
+
+            Pass ``None`` to retry until you receive a response. Pass a
+            :class:`~urllib3.util.retry.Retry` object for fine-grained control
+            over different types of retries.
+            Pass an integer number to retry connection errors that many times,
+            but no other types of errors. Pass zero to never retry.
+
+            If ``False``, then retries are disabled and any exception is raised
+            immediately. Also, instead of raising a MaxRetryError on redirects,
+            the redirect response will be returned.
+
+        :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
+
+        :param redirect:
+            If True, automatically handle redirects (status codes 301, 302,
+            303, 307, 308). Each redirect counts as a retry. Disabling retries
+            will disable redirect, too.
+
+        :param assert_same_host:
+            If ``True``, will make sure that the host of the pool requests is
+            consistent else will raise HostChangedError. When ``False``, you can
+            use the pool on an HTTP proxy and request foreign hosts.
+
+        :param timeout:
+            If specified, overrides the default timeout for this one
+            request. It may be a float (in seconds) or an instance of
+            :class:`urllib3.util.Timeout`.
+
+        :param pool_timeout:
+            If set and the pool is set to block=True, then this method will
+            block for ``pool_timeout`` seconds and raise EmptyPoolError if no
+            connection is available within the time period.
+
+        :param release_conn:
+            If False, then the urlopen call will not release the connection
+            back into the pool once a response is received (but will release if
+            you read the entire contents of the response such as when
+            `preload_content=True`). This is useful if you're not preloading
+            the response's content immediately. You will need to call
+            ``r.release_conn()`` on the response ``r`` to return the connection
+            back into the pool. If None, it takes the value of
+            ``response_kw.get('preload_content', True)``.
+
+        :param chunked:
+            If True, urllib3 will send the body using chunked transfer
+            encoding. Otherwise, urllib3 will send the body using the standard
+            content-length form. Defaults to False.
+
+        :param int body_pos:
+            Position to seek to in file-like body in the event of a retry or
+            redirect. Typically this won't need to be set because urllib3 will
+            auto-populate the value when needed.
+
+        :param \\**response_kw:
+            Additional parameters are passed to
+            :meth:`urllib3.response.HTTPResponse.from_httplib`
+        """
+
+        parsed_url = parse_url(url)
+        destination_scheme = parsed_url.scheme
+
+        if headers is None:
+            headers = self.headers
+
+        if not isinstance(retries, Retry):
+            retries = Retry.from_int(retries, redirect=redirect, default=self.retries)
+
+        if release_conn is None:
+            release_conn = response_kw.get("preload_content", True)
+
+        # Check host
+        if assert_same_host and not self.is_same_host(url):
+            raise HostChangedError(self, url, retries)
+
+        # Ensure that the URL we're connecting to is properly encoded
+        if url.startswith("/"):
+            url = six.ensure_str(_encode_target(url))
+        else:
+            url = six.ensure_str(parsed_url.url)
+
+        conn = None
+
+        # Track whether `conn` needs to be released before
+        # returning/raising/recursing. Update this variable if necessary, and
+        # leave `release_conn` constant throughout the function. That way, if
+        # the function recurses, the original value of `release_conn` will be
+        # passed down into the recursive call, and its value will be respected.
+        #
+        # See issue #651 [1] for details.
+        #
+        # [1] <https://github.com/urllib3/urllib3/issues/651>
+        release_this_conn = release_conn
+
+        http_tunnel_required = connection_requires_http_tunnel(
+            self.proxy, self.proxy_config, destination_scheme
+        )
+
+        # Merge the proxy headers. Only done when not using HTTP CONNECT. We
+        # have to copy the headers dict so we can safely change it without those
+        # changes being reflected in anyone else's copy.
+        if not http_tunnel_required:
+            headers = headers.copy()
+            headers.update(self.proxy_headers)
+
+        # Must keep the exception bound to a separate variable or else Python 3
+        # complains about UnboundLocalError.
+        err = None
+
+        # Keep track of whether we cleanly exited the except block. This
+        # ensures we do proper cleanup in finally.
+        clean_exit = False
+
+        # Rewind body position, if needed. Record current position
+        # for future rewinds in the event of a redirect/retry.
+        body_pos = set_file_position(body, body_pos)
+
+        try:
+            # Request a connection from the queue.
+            timeout_obj = self._get_timeout(timeout)
+            conn = self._get_conn(timeout=pool_timeout)
+
+            conn.timeout = timeout_obj.connect_timeout
+
+            is_new_proxy_conn = self.proxy is not None and not getattr(
+                conn, "sock", None
+            )
+            if is_new_proxy_conn and http_tunnel_required:
+                self._prepare_proxy(conn)
+
+            # Make the request on the httplib connection object.
+            httplib_response = self._make_request(
+                conn,
+                method,
+                url,
+                timeout=timeout_obj,
+                body=body,
+                headers=headers,
+                chunked=chunked,
+            )
+
+            # If we're going to release the connection in ``finally:``, then
+            # the response doesn't need to know about the connection. Otherwise
+            # it will also try to release it and we'll have a double-release
+            # mess.
+            response_conn = conn if not release_conn else None
+
+            # Pass method to Response for length checking
+            response_kw["request_method"] = method
+
+            # Import httplib's response into our own wrapper object
+            response = self.ResponseCls.from_httplib(
+                httplib_response,
+                pool=self,
+                connection=response_conn,
+                retries=retries,
+                **response_kw
+            )
+
+            # Everything went great!
+            clean_exit = True
+
+        except EmptyPoolError:
+            # Didn't get a connection from the pool, no need to clean up
+            clean_exit = True
+            release_this_conn = False
+            raise
+
+        except (
+            TimeoutError,
+            HTTPException,
+            SocketError,
+            ProtocolError,
+            BaseSSLError,
+            SSLError,
+            CertificateError,
+        ) as e:
+            # Discard the connection for these exceptions. It will be
+            # replaced during the next _get_conn() call.
+            clean_exit = False
+
+            def _is_ssl_error_message_from_http_proxy(ssl_error):
+                # We're trying to detect the message 'WRONG_VERSION_NUMBER' but
+                # SSLErrors are kinda all over the place when it comes to the message,
+                # so we try to cover our bases here!
+                message = " ".join(re.split("[^a-z]", str(ssl_error).lower()))
+                return (
+                    "wrong version number" in message or "unknown protocol" in message
+                )
+
+            # Try to detect a common user error with proxies which is to
+            # set an HTTP proxy to be HTTPS when it should be 'http://'
+            # (ie {'http': 'http://proxy', 'https': 'https://proxy'})
+            # Instead we add a nice error message and point to a URL.
+            if (
+                isinstance(e, BaseSSLError)
+                and self.proxy
+                and _is_ssl_error_message_from_http_proxy(e)
+                and conn.proxy
+                and conn.proxy.scheme == "https"
+            ):
+                e = ProxyError(
+                    "Your proxy appears to only use HTTP and not HTTPS, "
+                    "try changing your proxy URL to be HTTP. See: "
+                    "https://urllib3.readthedocs.io/en/1.26.x/advanced-usage.html"
+                    "#https-proxy-error-http-proxy",
+                    SSLError(e),
+                )
+            elif isinstance(e, (BaseSSLError, CertificateError)):
+                e = SSLError(e)
+            elif isinstance(e, (SocketError, NewConnectionError)) and self.proxy:
+                e = ProxyError("Cannot connect to proxy.", e)
+            elif isinstance(e, (SocketError, HTTPException)):
+                e = ProtocolError("Connection aborted.", e)
+
+            retries = retries.increment(
+                method, url, error=e, _pool=self, _stacktrace=sys.exc_info()[2]
+            )
+            retries.sleep()
+
+            # Keep track of the error for the retry warning.
+            err = e
+
+        finally:
+            if not clean_exit:
+                # We hit some kind of exception, handled or otherwise. We need
+                # to throw the connection away unless explicitly told not to.
+                # Close the connection, set the variable to None, and make sure
+                # we put the None back in the pool to avoid leaking it.
+                conn = conn and conn.close()
+                release_this_conn = True
+
+            if release_this_conn:
+                # Put the connection back to be reused. If the connection is
+                # expired then it will be None, which will get replaced with a
+                # fresh connection during _get_conn.
+                self._put_conn(conn)
+
+        if not conn:
+            # Try again
+            log.warning(
+                "Retrying (%r) after connection broken by '%r': %s", retries, err, url
+            )
+            return self.urlopen(
+                method,
+                url,
+                body,
+                headers,
+                retries,
+                redirect,
+                assert_same_host,
+                timeout=timeout,
+                pool_timeout=pool_timeout,
+                release_conn=release_conn,
+                chunked=chunked,
+                body_pos=body_pos,
+                **response_kw
+            )
+
+        # Handle redirect?
+        redirect_location = redirect and response.get_redirect_location()
+        if redirect_location:
+            if response.status == 303:
+                method = "GET"
+
+            try:
+                retries = retries.increment(method, url, response=response, _pool=self)
+            except MaxRetryError:
+                if retries.raise_on_redirect:
+                    response.drain_conn()
+                    raise
+                return response
+
+            response.drain_conn()
+            retries.sleep_for_retry(response)
+            log.debug("Redirecting %s -> %s", url, redirect_location)
+            return self.urlopen(
+                method,
+                redirect_location,
+                body,
+                headers,
+                retries=retries,
+                redirect=redirect,
+                assert_same_host=assert_same_host,
+                timeout=timeout,
+                pool_timeout=pool_timeout,
+                release_conn=release_conn,
+                chunked=chunked,
+                body_pos=body_pos,
+                **response_kw
+            )
+
+        # Check if we should retry the HTTP response.
+        has_retry_after = bool(response.getheader("Retry-After"))
+        if retries.is_retry(method, response.status, has_retry_after):
+            try:
+                retries = retries.increment(method, url, response=response, _pool=self)
+            except MaxRetryError:
+                if retries.raise_on_status:
+                    response.drain_conn()
+                    raise
+                return response
+
+            response.drain_conn()
+            retries.sleep(response)
+            log.debug("Retry: %s", url)
+            return self.urlopen(
+                method,
+                url,
+                body,
+                headers,
+                retries=retries,
+                redirect=redirect,
+                assert_same_host=assert_same_host,
+                timeout=timeout,
+                pool_timeout=pool_timeout,
+                release_conn=release_conn,
+                chunked=chunked,
+                body_pos=body_pos,
+                **response_kw
+            )
+
+        return response
+
+
+class HTTPSConnectionPool(HTTPConnectionPool):
+    """
+    Same as :class:`.HTTPConnectionPool`, but HTTPS.
+
+    :class:`.HTTPSConnection` uses one of ``assert_fingerprint``,
+    ``assert_hostname`` and ``host`` in this order to verify connections.
+    If ``assert_hostname`` is False, no verification is done.
+
+    The ``key_file``, ``cert_file``, ``cert_reqs``, ``ca_certs``,
+    ``ca_cert_dir``, ``ssl_version``, ``key_password`` are only used if :mod:`ssl`
+    is available and are fed into :meth:`urllib3.util.ssl_wrap_socket` to upgrade
+    the connection socket into an SSL socket.
+    """
+
+    scheme = "https"
+    ConnectionCls = HTTPSConnection
+
+    def __init__(
+        self,
+        host,
+        port=None,
+        strict=False,
+        timeout=Timeout.DEFAULT_TIMEOUT,
+        maxsize=1,
+        block=False,
+        headers=None,
+        retries=None,
+        _proxy=None,
+        _proxy_headers=None,
+        key_file=None,
+        cert_file=None,
+        cert_reqs=None,
+        key_password=None,
+        ca_certs=None,
+        ssl_version=None,
+        assert_hostname=None,
+        assert_fingerprint=None,
+        ca_cert_dir=None,
+        **conn_kw
+    ):
+
+        HTTPConnectionPool.__init__(
+            self,
+            host,
+            port,
+            strict,
+            timeout,
+            maxsize,
+            block,
+            headers,
+            retries,
+            _proxy,
+            _proxy_headers,
+            **conn_kw
+        )
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.cert_reqs = cert_reqs
+        self.key_password = key_password
+        self.ca_certs = ca_certs
+        self.ca_cert_dir = ca_cert_dir
+        self.ssl_version = ssl_version
+        self.assert_hostname = assert_hostname
+        self.assert_fingerprint = assert_fingerprint
+
+    def _prepare_conn(self, conn):
+        """
+        Prepare the ``connection`` for :meth:`urllib3.util.ssl_wrap_socket`
+        and establish the tunnel if proxy is used.
+        """
+
+        if isinstance(conn, VerifiedHTTPSConnection):
+            conn.set_cert(
+                key_file=self.key_file,
+                key_password=self.key_password,
+                cert_file=self.cert_file,
+                cert_reqs=self.cert_reqs,
+                ca_certs=self.ca_certs,
+                ca_cert_dir=self.ca_cert_dir,
+                assert_hostname=self.assert_hostname,
+                assert_fingerprint=self.assert_fingerprint,
+            )
+            conn.ssl_version = self.ssl_version
+        return conn
+
+    def _prepare_proxy(self, conn):
+        """
+        Establishes a tunnel connection through HTTP CONNECT.
+
+        Tunnel connection is established early because otherwise httplib would
+        improperly set Host: header to proxy's IP:port.
+        """
+
+        conn.set_tunnel(self._proxy_host, self.port, self.proxy_headers)
+
+        if self.proxy.scheme == "https":
+            conn.tls_in_tls_required = True
+
+        conn.connect()
+
+    def _new_conn(self):
+        """
+        Return a fresh :class:`http.client.HTTPSConnection`.
+        """
+        self.num_connections += 1
+        log.debug(
+            "Starting new HTTPS connection (%d): %s:%s",
+            self.num_connections,
+            self.host,
+            self.port or "443",
+        )
+
+        if not self.ConnectionCls or self.ConnectionCls is DummyConnection:
+            raise SSLError(
+                "Can't connect to HTTPS URL because the SSL module is not available."
+            )
+
+        actual_host = self.host
+        actual_port = self.port
+        if self.proxy is not None:
+            actual_host = self.proxy.host
+            actual_port = self.proxy.port
+
+        conn = self.ConnectionCls(
+            host=actual_host,
+            port=actual_port,
+            timeout=self.timeout.connect_timeout,
+            strict=self.strict,
+            cert_file=self.cert_file,
+            key_file=self.key_file,
+            key_password=self.key_password,
+            **self.conn_kw
+        )
+
+        return self._prepare_conn(conn)
+
+    def _validate_conn(self, conn):
+        """
+        Called right before a request is made, after the socket is created.
+        """
+        super(HTTPSConnectionPool, self)._validate_conn(conn)
+
+        # Force connect early to allow us to validate the connection.
+        if not getattr(conn, "sock", None):  # AppEngine might not have  `.sock`
+            conn.connect()
+
+        if not conn.is_verified:
+            warnings.warn(
+                (
+                    "Unverified HTTPS request is being made to host '%s'. "
+                    "Adding certificate verification is strongly advised. See: "
+                    "https://urllib3.readthedocs.io/en/1.26.x/advanced-usage.html"
+                    "#ssl-warnings" % conn.host
+                ),
+                InsecureRequestWarning,
+            )
+
+        if getattr(conn, "proxy_is_verified", None) is False:
+            warnings.warn(
+                (
+                    "Unverified HTTPS connection done to an HTTPS proxy. "
+                    "Adding certificate verification is strongly advised. See: "
+                    "https://urllib3.readthedocs.io/en/1.26.x/advanced-usage.html"
+                    "#ssl-warnings"
+                ),
+                InsecureRequestWarning,
+            )
+
+
+def connection_from_url(url, **kw):
+    """
+    Given a url, return an :class:`.ConnectionPool` instance of its host.
+
+    This is a shortcut for not having to parse out the scheme, host, and port
+    of the url before creating an :class:`.ConnectionPool` instance.
+
+    :param url:
+        Absolute URL string that must include the scheme. Port is optional.
+
+    :param \\**kw:
+        Passes additional parameters to the constructor of the appropriate
+        :class:`.ConnectionPool`. Useful for specifying things like
+        timeout, maxsize, headers, etc.
+
+    Example::
+
+        >>> conn = connection_from_url('http://google.com/')
+        >>> r = conn.request('GET', '/')
+    """
+    scheme, host, port = get_host(url)
+    port = port or port_by_scheme.get(scheme, 80)
+    if scheme == "https":
+        return HTTPSConnectionPool(host, port=port, **kw)
+    else:
+        return HTTPConnectionPool(host, port=port, **kw)
+
+
+def _normalize_host(host, scheme):
+    """
+    Normalize hosts for comparisons and use with sockets.
+    """
+
+    host = normalize_host(host, scheme)
+
+    # httplib doesn't like it when we include brackets in IPv6 addresses
+    # Specifically, if we include brackets but also pass the port then
+    # httplib crazily doubles up the square brackets on the Host header.
+    # Instead, we need to make sure we never pass ``None`` as the port.
+    # However, for backward compatibility reasons we can't actually
+    # *assert* that.  See http://bugs.python.org/issue28539
+    if host.startswith("[") and host.endswith("]"):
+        host = host[1:-1]
+    return host
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@@ -0,0 +1,519 @@
+"""
+TLS with SNI_-support for Python 2. Follow these instructions if you would
+like to verify TLS certificates in Python 2. Note, the default libraries do
+*not* do certificate checking; you need to do additional work to validate
+certificates yourself.
+
+This needs the following packages installed:
+
+* `pyOpenSSL`_ (tested with 16.0.0)
+* `cryptography`_ (minimum 1.3.4, from pyopenssl)
+* `idna`_ (minimum 2.0, from cryptography)
+
+However, pyopenssl depends on cryptography, which depends on idna, so while we
+use all three directly here we end up having relatively few packages required.
+
+You can install them with the following command:
+
+.. code-block:: bash
+
+    $ python -m pip install pyopenssl cryptography idna
+
+To activate certificate checking, call
+:func:`~urllib3.contrib.pyopenssl.inject_into_urllib3` from your Python code
+before you begin making HTTP requests. This can be done in a ``sitecustomize``
+module, or at any other time before your application begins using ``urllib3``,
+like this:
+
+.. code-block:: python
+
+    try:
+        import urllib3.contrib.pyopenssl
+        urllib3.contrib.pyopenssl.inject_into_urllib3()
+    except ImportError:
+        pass
+
+Now you can use :mod:`urllib3` as you normally would, and it will support SNI
+when the required modules are installed.
+
+Activating this module also has the positive side effect of disabling SSL/TLS
+compression in Python 2 (see `CRIME attack`_).
+
+.. _sni: https://en.wikipedia.org/wiki/Server_Name_Indication
+.. _crime attack: https://en.wikipedia.org/wiki/CRIME_(security_exploit)
+.. _pyopenssl: https://www.pyopenssl.org
+.. _cryptography: https://cryptography.io
+.. _idna: https://github.com/kjd/idna
+"""
+from __future__ import absolute_import
+
+import OpenSSL.SSL
+from cryptography import x509
+from cryptography.hazmat.backends.openssl import backend as openssl_backend
+from cryptography.hazmat.backends.openssl.x509 import _Certificate
+
+try:
+    from cryptography.x509 import UnsupportedExtension
+except ImportError:
+    # UnsupportedExtension is gone in cryptography >= 2.1.0
+    class UnsupportedExtension(Exception):
+        pass
+
+
+from io import BytesIO
+from socket import error as SocketError
+from socket import timeout
+
+try:  # Platform-specific: Python 2
+    from socket import _fileobject
+except ImportError:  # Platform-specific: Python 3
+    _fileobject = None
+    from ..packages.backports.makefile import backport_makefile
+
+import logging
+import ssl
+import sys
+import warnings
+
+from .. import util
+from ..packages import six
+from ..util.ssl_ import PROTOCOL_TLS_CLIENT
+
+warnings.warn(
+    "'urllib3.contrib.pyopenssl' module is deprecated and will be removed "
+    "in a future release of urllib3 2.x. Read more in this issue: "
+    "https://github.com/urllib3/urllib3/issues/2680",
+    category=DeprecationWarning,
+    stacklevel=2,
+)
+
+__all__ = ["inject_into_urllib3", "extract_from_urllib3"]
+
+# SNI always works.
+HAS_SNI = True
+
+# Map from urllib3 to PyOpenSSL compatible parameter-values.
+_openssl_versions = {
+    util.PROTOCOL_TLS: OpenSSL.SSL.SSLv23_METHOD,
+    PROTOCOL_TLS_CLIENT: OpenSSL.SSL.SSLv23_METHOD,
+    ssl.PROTOCOL_TLSv1: OpenSSL.SSL.TLSv1_METHOD,
+}
+
+if hasattr(ssl, "PROTOCOL_SSLv3") and hasattr(OpenSSL.SSL, "SSLv3_METHOD"):
+    _openssl_versions[ssl.PROTOCOL_SSLv3] = OpenSSL.SSL.SSLv3_METHOD
+
+if hasattr(ssl, "PROTOCOL_TLSv1_1") and hasattr(OpenSSL.SSL, "TLSv1_1_METHOD"):
+    _openssl_versions[ssl.PROTOCOL_TLSv1_1] = OpenSSL.SSL.TLSv1_1_METHOD
+
+if hasattr(ssl, "PROTOCOL_TLSv1_2") and hasattr(OpenSSL.SSL, "TLSv1_2_METHOD"):
+    _openssl_versions[ssl.PROTOCOL_TLSv1_2] = OpenSSL.SSL.TLSv1_2_METHOD
+
+
+_stdlib_to_openssl_verify = {
+    ssl.CERT_NONE: OpenSSL.SSL.VERIFY_NONE,
+    ssl.CERT_OPTIONAL: OpenSSL.SSL.VERIFY_PEER,
+    ssl.CERT_REQUIRED: OpenSSL.SSL.VERIFY_PEER
+    + OpenSSL.SSL.VERIFY_FAIL_IF_NO_PEER_CERT,
+}
+_openssl_to_stdlib_verify = dict((v, k) for k, v in _stdlib_to_openssl_verify.items())
+
+# OpenSSL will only write 16K at a time
+SSL_WRITE_BLOCKSIZE = 16384
+
+orig_util_HAS_SNI = util.HAS_SNI
+orig_util_SSLContext = util.ssl_.SSLContext
+
+
+log = logging.getLogger(__name__)
+
+
+def inject_into_urllib3():
+    "Monkey-patch urllib3 with PyOpenSSL-backed SSL-support."
+
+    _validate_dependencies_met()
+
+    util.SSLContext = PyOpenSSLContext
+    util.ssl_.SSLContext = PyOpenSSLContext
+    util.HAS_SNI = HAS_SNI
+    util.ssl_.HAS_SNI = HAS_SNI
+    util.IS_PYOPENSSL = True
+    util.ssl_.IS_PYOPENSSL = True
+
+
+def extract_from_urllib3():
+    "Undo monkey-patching by :func:`inject_into_urllib3`."
+
+    util.SSLContext = orig_util_SSLContext
+    util.ssl_.SSLContext = orig_util_SSLContext
+    util.HAS_SNI = orig_util_HAS_SNI
+    util.ssl_.HAS_SNI = orig_util_HAS_SNI
+    util.IS_PYOPENSSL = False
+    util.ssl_.IS_PYOPENSSL = False
+
+
+def _validate_dependencies_met():
+    """
+    Verifies that PyOpenSSL's package-level dependencies have been met.
+    Throws `ImportError` if they are not met.
+    """
+    # Method added in `cryptography==1.1`; not available in older versions
+    from cryptography.x509.extensions import Extensions
+
+    if getattr(Extensions, "get_extension_for_class", None) is None:
+        raise ImportError(
+            "'cryptography' module missing required functionality.  "
+            "Try upgrading to v1.3.4 or newer."
+        )
+
+    # pyOpenSSL 0.14 and above use cryptography for OpenSSL bindings. The _x509
+    # attribute is only present on those versions.
+    from OpenSSL.crypto import X509
+
+    x509 = X509()
+    if getattr(x509, "_x509", None) is None:
+        raise ImportError(
+            "'pyOpenSSL' module missing required functionality. "
+            "Try upgrading to v0.14 or newer."
+        )
+
+
+def _dnsname_to_stdlib(name):
+    """
+    Converts a dNSName SubjectAlternativeName field to the form used by the
+    standard library on the given Python version.
+
+    Cryptography produces a dNSName as a unicode string that was idna-decoded
+    from ASCII bytes. We need to idna-encode that string to get it back, and
+    then on Python 3 we also need to convert to unicode via UTF-8 (the stdlib
+    uses PyUnicode_FromStringAndSize on it, which decodes via UTF-8).
+
+    If the name cannot be idna-encoded then we return None signalling that
+    the name given should be skipped.
+    """
+
+    def idna_encode(name):
+        """
+        Borrowed wholesale from the Python Cryptography Project. It turns out
+        that we can't just safely call `idna.encode`: it can explode for
+        wildcard names. This avoids that problem.
+        """
+        import idna
+
+        try:
+            for prefix in [u"*.", u"."]:
+                if name.startswith(prefix):
+                    name = name[len(prefix) :]
+                    return prefix.encode("ascii") + idna.encode(name)
+            return idna.encode(name)
+        except idna.core.IDNAError:
+            return None
+
+    # Don't send IPv6 addresses through the IDNA encoder.
+    if ":" in name:
+        return name
+
+    name = idna_encode(name)
+    if name is None:
+        return None
+    elif sys.version_info >= (3, 0):
+        name = name.decode("utf-8")
+    return name
+
+
+def get_subj_alt_name(peer_cert):
+    """
+    Given an PyOpenSSL certificate, provides all the subject alternative names.
+    """
+    # Pass the cert to cryptography, which has much better APIs for this.
+    if hasattr(peer_cert, "to_cryptography"):
+        cert = peer_cert.to_cryptography()
+    else:
+        # This is technically using private APIs, but should work across all
+        # relevant versions before PyOpenSSL got a proper API for this.
+        cert = _Certificate(openssl_backend, peer_cert._x509)
+
+    # We want to find the SAN extension. Ask Cryptography to locate it (it's
+    # faster than looping in Python)
+    try:
+        ext = cert.extensions.get_extension_for_class(x509.SubjectAlternativeName).value
+    except x509.ExtensionNotFound:
+        # No such extension, return the empty list.
+        return []
+    except (
+        x509.DuplicateExtension,
+        UnsupportedExtension,
+        x509.UnsupportedGeneralNameType,
+        UnicodeError,
+    ) as e:
+        # A problem has been found with the quality of the certificate. Assume
+        # no SAN field is present.
+        log.warning(
+            "A problem was encountered with the certificate that prevented "
+            "urllib3 from finding the SubjectAlternativeName field. This can "
+            "affect certificate validation. The error was %s",
+            e,
+        )
+        return []
+
+    # We want to return dNSName and iPAddress fields. We need to cast the IPs
+    # back to strings because the match_hostname function wants them as
+    # strings.
+    # Sadly the DNS names need to be idna encoded and then, on Python 3, UTF-8
+    # decoded. This is pretty frustrating, but that's what the standard library
+    # does with certificates, and so we need to attempt to do the same.
+    # We also want to skip over names which cannot be idna encoded.
+    names = [
+        ("DNS", name)
+        for name in map(_dnsname_to_stdlib, ext.get_values_for_type(x509.DNSName))
+        if name is not None
+    ]
+    names.extend(
+        ("IP Address", str(name)) for name in ext.get_values_for_type(x509.IPAddress)
+    )
+
+    return names
+
+
+class WrappedSocket(object):
+    """API-compatibility wrapper for Python OpenSSL's Connection-class.
+
+    Note: _makefile_refs, _drop() and _reuse() are needed for the garbage
+    collector of pypy.
+    """
+
+    def __init__(self, connection, socket, suppress_ragged_eofs=True):
+        self.connection = connection
+        self.socket = socket
+        self.suppress_ragged_eofs = suppress_ragged_eofs
+        self._makefile_refs = 0
+        self._closed = False
+
+    def fileno(self):
+        return self.socket.fileno()
+
+    # Copy-pasted from Python 3.5 source code
+    def _decref_socketios(self):
+        if self._makefile_refs > 0:
+            self._makefile_refs -= 1
+        if self._closed:
+            self.close()
+
+    def recv(self, *args, **kwargs):
+        try:
+            data = self.connection.recv(*args, **kwargs)
+        except OpenSSL.SSL.SysCallError as e:
+            if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
+                return b""
+            else:
+                raise SocketError(str(e))
+        except OpenSSL.SSL.ZeroReturnError:
+            if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
+                return b""
+            else:
+                raise
+        except OpenSSL.SSL.WantReadError:
+            if not util.wait_for_read(self.socket, self.socket.gettimeout()):
+                raise timeout("The read operation timed out")
+            else:
+                return self.recv(*args, **kwargs)
+
+        # TLS 1.3 post-handshake authentication
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError("read error: %r" % e)
+        else:
+            return data
+
+    def recv_into(self, *args, **kwargs):
+        try:
+            return self.connection.recv_into(*args, **kwargs)
+        except OpenSSL.SSL.SysCallError as e:
+            if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
+                return 0
+            else:
+                raise SocketError(str(e))
+        except OpenSSL.SSL.ZeroReturnError:
+            if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
+                return 0
+            else:
+                raise
+        except OpenSSL.SSL.WantReadError:
+            if not util.wait_for_read(self.socket, self.socket.gettimeout()):
+                raise timeout("The read operation timed out")
+            else:
+                return self.recv_into(*args, **kwargs)
+
+        # TLS 1.3 post-handshake authentication
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError("read error: %r" % e)
+
+    def settimeout(self, timeout):
+        return self.socket.settimeout(timeout)
+
+    def _send_until_done(self, data):
+        while True:
+            try:
+                return self.connection.send(data)
+            except OpenSSL.SSL.WantWriteError:
+                if not util.wait_for_write(self.socket, self.socket.gettimeout()):
+                    raise timeout()
+                continue
+            except OpenSSL.SSL.SysCallError as e:
+                raise SocketError(str(e))
+
+    def sendall(self, data):
+        total_sent = 0
+        while total_sent < len(data):
+            sent = self._send_until_done(
+                data[total_sent : total_sent + SSL_WRITE_BLOCKSIZE]
+            )
+            total_sent += sent
+
+    def shutdown(self):
+        # FIXME rethrow compatible exceptions should we ever use this
+        self.connection.shutdown()
+
+    def close(self):
+        if self._makefile_refs < 1:
+            try:
+                self._closed = True
+                return self.connection.close()
+            except OpenSSL.SSL.Error:
+                return
+        else:
+            self._makefile_refs -= 1
+
+    def getpeercert(self, binary_form=False):
+        x509 = self.connection.get_peer_certificate()
+
+        if not x509:
+            return x509
+
+        if binary_form:
+            return OpenSSL.crypto.dump_certificate(OpenSSL.crypto.FILETYPE_ASN1, x509)
+
+        return {
+            "subject": ((("commonName", x509.get_subject().CN),),),
+            "subjectAltName": get_subj_alt_name(x509),
+        }
+
+    def version(self):
+        return self.connection.get_protocol_version_name()
+
+    def _reuse(self):
+        self._makefile_refs += 1
+
+    def _drop(self):
+        if self._makefile_refs < 1:
+            self.close()
+        else:
+            self._makefile_refs -= 1
+
+
+if _fileobject:  # Platform-specific: Python 2
+
+    def makefile(self, mode, bufsize=-1):
+        self._makefile_refs += 1
+        return _fileobject(self, mode, bufsize, close=True)
+
+else:  # Platform-specific: Python 3
+    makefile = backport_makefile
+
+WrappedSocket.makefile = makefile
+
+
+class PyOpenSSLContext(object):
+    """
+    I am a wrapper class for the PyOpenSSL ``Context`` object. I am responsible
+    for translating the interface of the standard library ``SSLContext`` object
+    to calls into PyOpenSSL.
+    """
+
+    def __init__(self, protocol):
+        self.protocol = _openssl_versions[protocol]
+        self._ctx = OpenSSL.SSL.Context(self.protocol)
+        self._options = 0
+        self.check_hostname = False
+
+    @property
+    def options(self):
+        return self._options
+
+    @options.setter
+    def options(self, value):
+        self._options = value
+        self._ctx.set_options(value)
+
+    @property
+    def verify_mode(self):
+        return _openssl_to_stdlib_verify[self._ctx.get_verify_mode()]
+
+    @verify_mode.setter
+    def verify_mode(self, value):
+        self._ctx.set_verify(_stdlib_to_openssl_verify[value], _verify_callback)
+
+    def set_default_verify_paths(self):
+        self._ctx.set_default_verify_paths()
+
+    def set_ciphers(self, ciphers):
+        if isinstance(ciphers, six.text_type):
+            ciphers = ciphers.encode("utf-8")
+        self._ctx.set_cipher_list(ciphers)
+
+    def load_verify_locations(self, cafile=None, capath=None, cadata=None):
+        if cafile is not None:
+            cafile = cafile.encode("utf-8")
+        if capath is not None:
+            capath = capath.encode("utf-8")
+        try:
+            self._ctx.load_verify_locations(cafile, capath)
+            if cadata is not None:
+                self._ctx.load_verify_locations(BytesIO(cadata))
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError("unable to load trusted certificates: %r" % e)
+
+    def load_cert_chain(self, certfile, keyfile=None, password=None):
+        self._ctx.use_certificate_chain_file(certfile)
+        if password is not None:
+            if not isinstance(password, six.binary_type):
+                password = password.encode("utf-8")
+            self._ctx.set_passwd_cb(lambda *_: password)
+        self._ctx.use_privatekey_file(keyfile or certfile)
+
+    def set_alpn_protocols(self, protocols):
+        protocols = [six.ensure_binary(p) for p in protocols]
+        return self._ctx.set_alpn_protos(protocols)
+
+    def wrap_socket(
+        self,
+        sock,
+        server_side=False,
+        do_handshake_on_connect=True,
+        suppress_ragged_eofs=True,
+        server_hostname=None,
+    ):
+        cnx = OpenSSL.SSL.Connection(self._ctx, sock)
+
+        if isinstance(server_hostname, six.text_type):  # Platform-specific: Python 3
+            server_hostname = server_hostname.encode("utf-8")
+
+        if server_hostname is not None:
+            cnx.set_tlsext_host_name(server_hostname)
+
+        cnx.set_connect_state()
+
+        while True:
+            try:
+                cnx.do_handshake()
+            except OpenSSL.SSL.WantReadError:
+                if not util.wait_for_read(sock, sock.gettimeout()):
+                    raise timeout("select timed out")
+                continue
+            except OpenSSL.SSL.Error as e:
+                raise ssl.SSLError("bad handshake: %r" % e)
+            break
+
+        return WrappedSocket(cnx, sock)
+
+
+def _verify_callback(cnx, x509, err_no, err_depth, return_code):
+    return err_no == 0
diff --git a/venv/lib/python3.8/site-packages/urllib3/contrib/securetransport.py b/venv/lib/python3.8/site-packages/urllib3/contrib/securetransport.py
new file mode 100644
index 0000000..6c46a3b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/contrib/securetransport.py
@@ -0,0 +1,921 @@
+"""
+SecureTranport support for urllib3 via ctypes.
+
+This makes platform-native TLS available to urllib3 users on macOS without the
+use of a compiler. This is an important feature because the Python Package
+Index is moving to become a TLSv1.2-or-higher server, and the default OpenSSL
+that ships with macOS is not capable of doing TLSv1.2. The only way to resolve
+this is to give macOS users an alternative solution to the problem, and that
+solution is to use SecureTransport.
+
+We use ctypes here because this solution must not require a compiler. That's
+because pip is not allowed to require a compiler either.
+
+This is not intended to be a seriously long-term solution to this problem.
+The hope is that PEP 543 will eventually solve this issue for us, at which
+point we can retire this contrib module. But in the short term, we need to
+solve the impending tire fire that is Python on Mac without this kind of
+contrib module. So...here we are.
+
+To use this module, simply import and inject it::
+
+    import urllib3.contrib.securetransport
+    urllib3.contrib.securetransport.inject_into_urllib3()
+
+Happy TLSing!
+
+This code is a bastardised version of the code found in Will Bond's oscrypto
+library. An enormous debt is owed to him for blazing this trail for us. For
+that reason, this code should be considered to be covered both by urllib3's
+license and by oscrypto's:
+
+.. code-block::
+
+    Copyright (c) 2015-2016 Will Bond <will@wbond.net>
+
+    Permission is hereby granted, free of charge, to any person obtaining a
+    copy of this software and associated documentation files (the "Software"),
+    to deal in the Software without restriction, including without limitation
+    the rights to use, copy, modify, merge, publish, distribute, sublicense,
+    and/or sell copies of the Software, and to permit persons to whom the
+    Software is furnished to do so, subject to the following conditions:
+
+    The above copyright notice and this permission notice shall be included in
+    all copies or substantial portions of the Software.
+
+    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+    AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+    LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+    FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
+    DEALINGS IN THE SOFTWARE.
+"""
+from __future__ import absolute_import
+
+import contextlib
+import ctypes
+import errno
+import os.path
+import shutil
+import socket
+import ssl
+import struct
+import threading
+import weakref
+
+import six
+
+from .. import util
+from ..util.ssl_ import PROTOCOL_TLS_CLIENT
+from ._securetransport.bindings import CoreFoundation, Security, SecurityConst
+from ._securetransport.low_level import (
+    _assert_no_error,
+    _build_tls_unknown_ca_alert,
+    _cert_array_from_pem,
+    _create_cfstring_array,
+    _load_client_cert_chain,
+    _temporary_keychain,
+)
+
+try:  # Platform-specific: Python 2
+    from socket import _fileobject
+except ImportError:  # Platform-specific: Python 3
+    _fileobject = None
+    from ..packages.backports.makefile import backport_makefile
+
+__all__ = ["inject_into_urllib3", "extract_from_urllib3"]
+
+# SNI always works
+HAS_SNI = True
+
+orig_util_HAS_SNI = util.HAS_SNI
+orig_util_SSLContext = util.ssl_.SSLContext
+
+# This dictionary is used by the read callback to obtain a handle to the
+# calling wrapped socket. This is a pretty silly approach, but for now it'll
+# do. I feel like I should be able to smuggle a handle to the wrapped socket
+# directly in the SSLConnectionRef, but for now this approach will work I
+# guess.
+#
+# We need to lock around this structure for inserts, but we don't do it for
+# reads/writes in the callbacks. The reasoning here goes as follows:
+#
+#    1. It is not possible to call into the callbacks before the dictionary is
+#       populated, so once in the callback the id must be in the dictionary.
+#    2. The callbacks don't mutate the dictionary, they only read from it, and
+#       so cannot conflict with any of the insertions.
+#
+# This is good: if we had to lock in the callbacks we'd drastically slow down
+# the performance of this code.
+_connection_refs = weakref.WeakValueDictionary()
+_connection_ref_lock = threading.Lock()
+
+# Limit writes to 16kB. This is OpenSSL's limit, but we'll cargo-cult it over
+# for no better reason than we need *a* limit, and this one is right there.
+SSL_WRITE_BLOCKSIZE = 16384
+
+# This is our equivalent of util.ssl_.DEFAULT_CIPHERS, but expanded out to
+# individual cipher suites. We need to do this because this is how
+# SecureTransport wants them.
+CIPHER_SUITES = [
+    SecurityConst.TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384,
+    SecurityConst.TLS_ECDHE_ECDSA_WITH_AES_128_GCM_SHA256,
+    SecurityConst.TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384,
+    SecurityConst.TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256,
+    SecurityConst.TLS_ECDHE_ECDSA_WITH_CHACHA20_POLY1305_SHA256,
+    SecurityConst.TLS_ECDHE_RSA_WITH_CHACHA20_POLY1305_SHA256,
+    SecurityConst.TLS_DHE_RSA_WITH_AES_256_GCM_SHA384,
+    SecurityConst.TLS_DHE_RSA_WITH_AES_128_GCM_SHA256,
+    SecurityConst.TLS_ECDHE_ECDSA_WITH_AES_256_CBC_SHA384,
+    SecurityConst.TLS_ECDHE_ECDSA_WITH_AES_256_CBC_SHA,
+    SecurityConst.TLS_ECDHE_ECDSA_WITH_AES_128_CBC_SHA256,
+    SecurityConst.TLS_ECDHE_ECDSA_WITH_AES_128_CBC_SHA,
+    SecurityConst.TLS_ECDHE_RSA_WITH_AES_256_CBC_SHA384,
+    SecurityConst.TLS_ECDHE_RSA_WITH_AES_256_CBC_SHA,
+    SecurityConst.TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA256,
+    SecurityConst.TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA,
+    SecurityConst.TLS_DHE_RSA_WITH_AES_256_CBC_SHA256,
+    SecurityConst.TLS_DHE_RSA_WITH_AES_256_CBC_SHA,
+    SecurityConst.TLS_DHE_RSA_WITH_AES_128_CBC_SHA256,
+    SecurityConst.TLS_DHE_RSA_WITH_AES_128_CBC_SHA,
+    SecurityConst.TLS_AES_256_GCM_SHA384,
+    SecurityConst.TLS_AES_128_GCM_SHA256,
+    SecurityConst.TLS_RSA_WITH_AES_256_GCM_SHA384,
+    SecurityConst.TLS_RSA_WITH_AES_128_GCM_SHA256,
+    SecurityConst.TLS_AES_128_CCM_8_SHA256,
+    SecurityConst.TLS_AES_128_CCM_SHA256,
+    SecurityConst.TLS_RSA_WITH_AES_256_CBC_SHA256,
+    SecurityConst.TLS_RSA_WITH_AES_128_CBC_SHA256,
+    SecurityConst.TLS_RSA_WITH_AES_256_CBC_SHA,
+    SecurityConst.TLS_RSA_WITH_AES_128_CBC_SHA,
+]
+
+# Basically this is simple: for PROTOCOL_SSLv23 we turn it into a low of
+# TLSv1 and a high of TLSv1.2. For everything else, we pin to that version.
+# TLSv1 to 1.2 are supported on macOS 10.8+
+_protocol_to_min_max = {
+    util.PROTOCOL_TLS: (SecurityConst.kTLSProtocol1, SecurityConst.kTLSProtocol12),
+    PROTOCOL_TLS_CLIENT: (SecurityConst.kTLSProtocol1, SecurityConst.kTLSProtocol12),
+}
+
+if hasattr(ssl, "PROTOCOL_SSLv2"):
+    _protocol_to_min_max[ssl.PROTOCOL_SSLv2] = (
+        SecurityConst.kSSLProtocol2,
+        SecurityConst.kSSLProtocol2,
+    )
+if hasattr(ssl, "PROTOCOL_SSLv3"):
+    _protocol_to_min_max[ssl.PROTOCOL_SSLv3] = (
+        SecurityConst.kSSLProtocol3,
+        SecurityConst.kSSLProtocol3,
+    )
+if hasattr(ssl, "PROTOCOL_TLSv1"):
+    _protocol_to_min_max[ssl.PROTOCOL_TLSv1] = (
+        SecurityConst.kTLSProtocol1,
+        SecurityConst.kTLSProtocol1,
+    )
+if hasattr(ssl, "PROTOCOL_TLSv1_1"):
+    _protocol_to_min_max[ssl.PROTOCOL_TLSv1_1] = (
+        SecurityConst.kTLSProtocol11,
+        SecurityConst.kTLSProtocol11,
+    )
+if hasattr(ssl, "PROTOCOL_TLSv1_2"):
+    _protocol_to_min_max[ssl.PROTOCOL_TLSv1_2] = (
+        SecurityConst.kTLSProtocol12,
+        SecurityConst.kTLSProtocol12,
+    )
+
+
+def inject_into_urllib3():
+    """
+    Monkey-patch urllib3 with SecureTransport-backed SSL-support.
+    """
+    util.SSLContext = SecureTransportContext
+    util.ssl_.SSLContext = SecureTransportContext
+    util.HAS_SNI = HAS_SNI
+    util.ssl_.HAS_SNI = HAS_SNI
+    util.IS_SECURETRANSPORT = True
+    util.ssl_.IS_SECURETRANSPORT = True
+
+
+def extract_from_urllib3():
+    """
+    Undo monkey-patching by :func:`inject_into_urllib3`.
+    """
+    util.SSLContext = orig_util_SSLContext
+    util.ssl_.SSLContext = orig_util_SSLContext
+    util.HAS_SNI = orig_util_HAS_SNI
+    util.ssl_.HAS_SNI = orig_util_HAS_SNI
+    util.IS_SECURETRANSPORT = False
+    util.ssl_.IS_SECURETRANSPORT = False
+
+
+def _read_callback(connection_id, data_buffer, data_length_pointer):
+    """
+    SecureTransport read callback. This is called by ST to request that data
+    be returned from the socket.
+    """
+    wrapped_socket = None
+    try:
+        wrapped_socket = _connection_refs.get(connection_id)
+        if wrapped_socket is None:
+            return SecurityConst.errSSLInternal
+        base_socket = wrapped_socket.socket
+
+        requested_length = data_length_pointer[0]
+
+        timeout = wrapped_socket.gettimeout()
+        error = None
+        read_count = 0
+
+        try:
+            while read_count < requested_length:
+                if timeout is None or timeout >= 0:
+                    if not util.wait_for_read(base_socket, timeout):
+                        raise socket.error(errno.EAGAIN, "timed out")
+
+                remaining = requested_length - read_count
+                buffer = (ctypes.c_char * remaining).from_address(
+                    data_buffer + read_count
+                )
+                chunk_size = base_socket.recv_into(buffer, remaining)
+                read_count += chunk_size
+                if not chunk_size:
+                    if not read_count:
+                        return SecurityConst.errSSLClosedGraceful
+                    break
+        except (socket.error) as e:
+            error = e.errno
+
+            if error is not None and error != errno.EAGAIN:
+                data_length_pointer[0] = read_count
+                if error == errno.ECONNRESET or error == errno.EPIPE:
+                    return SecurityConst.errSSLClosedAbort
+                raise
+
+        data_length_pointer[0] = read_count
+
+        if read_count != requested_length:
+            return SecurityConst.errSSLWouldBlock
+
+        return 0
+    except Exception as e:
+        if wrapped_socket is not None:
+            wrapped_socket._exception = e
+        return SecurityConst.errSSLInternal
+
+
+def _write_callback(connection_id, data_buffer, data_length_pointer):
+    """
+    SecureTransport write callback. This is called by ST to request that data
+    actually be sent on the network.
+    """
+    wrapped_socket = None
+    try:
+        wrapped_socket = _connection_refs.get(connection_id)
+        if wrapped_socket is None:
+            return SecurityConst.errSSLInternal
+        base_socket = wrapped_socket.socket
+
+        bytes_to_write = data_length_pointer[0]
+        data = ctypes.string_at(data_buffer, bytes_to_write)
+
+        timeout = wrapped_socket.gettimeout()
+        error = None
+        sent = 0
+
+        try:
+            while sent < bytes_to_write:
+                if timeout is None or timeout >= 0:
+                    if not util.wait_for_write(base_socket, timeout):
+                        raise socket.error(errno.EAGAIN, "timed out")
+                chunk_sent = base_socket.send(data)
+                sent += chunk_sent
+
+                # This has some needless copying here, but I'm not sure there's
+                # much value in optimising this data path.
+                data = data[chunk_sent:]
+        except (socket.error) as e:
+            error = e.errno
+
+            if error is not None and error != errno.EAGAIN:
+                data_length_pointer[0] = sent
+                if error == errno.ECONNRESET or error == errno.EPIPE:
+                    return SecurityConst.errSSLClosedAbort
+                raise
+
+        data_length_pointer[0] = sent
+
+        if sent != bytes_to_write:
+            return SecurityConst.errSSLWouldBlock
+
+        return 0
+    except Exception as e:
+        if wrapped_socket is not None:
+            wrapped_socket._exception = e
+        return SecurityConst.errSSLInternal
+
+
+# We need to keep these two objects references alive: if they get GC'd while
+# in use then SecureTransport could attempt to call a function that is in freed
+# memory. That would be...uh...bad. Yeah, that's the word. Bad.
+_read_callback_pointer = Security.SSLReadFunc(_read_callback)
+_write_callback_pointer = Security.SSLWriteFunc(_write_callback)
+
+
+class WrappedSocket(object):
+    """
+    API-compatibility wrapper for Python's OpenSSL wrapped socket object.
+
+    Note: _makefile_refs, _drop(), and _reuse() are needed for the garbage
+    collector of PyPy.
+    """
+
+    def __init__(self, socket):
+        self.socket = socket
+        self.context = None
+        self._makefile_refs = 0
+        self._closed = False
+        self._exception = None
+        self._keychain = None
+        self._keychain_dir = None
+        self._client_cert_chain = None
+
+        # We save off the previously-configured timeout and then set it to
+        # zero. This is done because we use select and friends to handle the
+        # timeouts, but if we leave the timeout set on the lower socket then
+        # Python will "kindly" call select on that socket again for us. Avoid
+        # that by forcing the timeout to zero.
+        self._timeout = self.socket.gettimeout()
+        self.socket.settimeout(0)
+
+    @contextlib.contextmanager
+    def _raise_on_error(self):
+        """
+        A context manager that can be used to wrap calls that do I/O from
+        SecureTransport. If any of the I/O callbacks hit an exception, this
+        context manager will correctly propagate the exception after the fact.
+        This avoids silently swallowing those exceptions.
+
+        It also correctly forces the socket closed.
+        """
+        self._exception = None
+
+        # We explicitly don't catch around this yield because in the unlikely
+        # event that an exception was hit in the block we don't want to swallow
+        # it.
+        yield
+        if self._exception is not None:
+            exception, self._exception = self._exception, None
+            self.close()
+            raise exception
+
+    def _set_ciphers(self):
+        """
+        Sets up the allowed ciphers. By default this matches the set in
+        util.ssl_.DEFAULT_CIPHERS, at least as supported by macOS. This is done
+        custom and doesn't allow changing at this time, mostly because parsing
+        OpenSSL cipher strings is going to be a freaking nightmare.
+        """
+        ciphers = (Security.SSLCipherSuite * len(CIPHER_SUITES))(*CIPHER_SUITES)
+        result = Security.SSLSetEnabledCiphers(
+            self.context, ciphers, len(CIPHER_SUITES)
+        )
+        _assert_no_error(result)
+
+    def _set_alpn_protocols(self, protocols):
+        """
+        Sets up the ALPN protocols on the context.
+        """
+        if not protocols:
+            return
+        protocols_arr = _create_cfstring_array(protocols)
+        try:
+            result = Security.SSLSetALPNProtocols(self.context, protocols_arr)
+            _assert_no_error(result)
+        finally:
+            CoreFoundation.CFRelease(protocols_arr)
+
+    def _custom_validate(self, verify, trust_bundle):
+        """
+        Called when we have set custom validation. We do this in two cases:
+        first, when cert validation is entirely disabled; and second, when
+        using a custom trust DB.
+        Raises an SSLError if the connection is not trusted.
+        """
+        # If we disabled cert validation, just say: cool.
+        if not verify:
+            return
+
+        successes = (
+            SecurityConst.kSecTrustResultUnspecified,
+            SecurityConst.kSecTrustResultProceed,
+        )
+        try:
+            trust_result = self._evaluate_trust(trust_bundle)
+            if trust_result in successes:
+                return
+            reason = "error code: %d" % (trust_result,)
+        except Exception as e:
+            # Do not trust on error
+            reason = "exception: %r" % (e,)
+
+        # SecureTransport does not send an alert nor shuts down the connection.
+        rec = _build_tls_unknown_ca_alert(self.version())
+        self.socket.sendall(rec)
+        # close the connection immediately
+        # l_onoff = 1, activate linger
+        # l_linger = 0, linger for 0 seoncds
+        opts = struct.pack("ii", 1, 0)
+        self.socket.setsockopt(socket.SOL_SOCKET, socket.SO_LINGER, opts)
+        self.close()
+        raise ssl.SSLError("certificate verify failed, %s" % reason)
+
+    def _evaluate_trust(self, trust_bundle):
+        # We want data in memory, so load it up.
+        if os.path.isfile(trust_bundle):
+            with open(trust_bundle, "rb") as f:
+                trust_bundle = f.read()
+
+        cert_array = None
+        trust = Security.SecTrustRef()
+
+        try:
+            # Get a CFArray that contains the certs we want.
+            cert_array = _cert_array_from_pem(trust_bundle)
+
+            # Ok, now the hard part. We want to get the SecTrustRef that ST has
+            # created for this connection, shove our CAs into it, tell ST to
+            # ignore everything else it knows, and then ask if it can build a
+            # chain. This is a buuuunch of code.
+            result = Security.SSLCopyPeerTrust(self.context, ctypes.byref(trust))
+            _assert_no_error(result)
+            if not trust:
+                raise ssl.SSLError("Failed to copy trust reference")
+
+            result = Security.SecTrustSetAnchorCertificates(trust, cert_array)
+            _assert_no_error(result)
+
+            result = Security.SecTrustSetAnchorCertificatesOnly(trust, True)
+            _assert_no_error(result)
+
+            trust_result = Security.SecTrustResultType()
+            result = Security.SecTrustEvaluate(trust, ctypes.byref(trust_result))
+            _assert_no_error(result)
+        finally:
+            if trust:
+                CoreFoundation.CFRelease(trust)
+
+            if cert_array is not None:
+                CoreFoundation.CFRelease(cert_array)
+
+        return trust_result.value
+
+    def handshake(
+        self,
+        server_hostname,
+        verify,
+        trust_bundle,
+        min_version,
+        max_version,
+        client_cert,
+        client_key,
+        client_key_passphrase,
+        alpn_protocols,
+    ):
+        """
+        Actually performs the TLS handshake. This is run automatically by
+        wrapped socket, and shouldn't be needed in user code.
+        """
+        # First, we do the initial bits of connection setup. We need to create
+        # a context, set its I/O funcs, and set the connection reference.
+        self.context = Security.SSLCreateContext(
+            None, SecurityConst.kSSLClientSide, SecurityConst.kSSLStreamType
+        )
+        result = Security.SSLSetIOFuncs(
+            self.context, _read_callback_pointer, _write_callback_pointer
+        )
+        _assert_no_error(result)
+
+        # Here we need to compute the handle to use. We do this by taking the
+        # id of self modulo 2**31 - 1. If this is already in the dictionary, we
+        # just keep incrementing by one until we find a free space.
+        with _connection_ref_lock:
+            handle = id(self) % 2147483647
+            while handle in _connection_refs:
+                handle = (handle + 1) % 2147483647
+            _connection_refs[handle] = self
+
+        result = Security.SSLSetConnection(self.context, handle)
+        _assert_no_error(result)
+
+        # If we have a server hostname, we should set that too.
+        if server_hostname:
+            if not isinstance(server_hostname, bytes):
+                server_hostname = server_hostname.encode("utf-8")
+
+            result = Security.SSLSetPeerDomainName(
+                self.context, server_hostname, len(server_hostname)
+            )
+            _assert_no_error(result)
+
+        # Setup the ciphers.
+        self._set_ciphers()
+
+        # Setup the ALPN protocols.
+        self._set_alpn_protocols(alpn_protocols)
+
+        # Set the minimum and maximum TLS versions.
+        result = Security.SSLSetProtocolVersionMin(self.context, min_version)
+        _assert_no_error(result)
+
+        result = Security.SSLSetProtocolVersionMax(self.context, max_version)
+        _assert_no_error(result)
+
+        # If there's a trust DB, we need to use it. We do that by telling
+        # SecureTransport to break on server auth. We also do that if we don't
+        # want to validate the certs at all: we just won't actually do any
+        # authing in that case.
+        if not verify or trust_bundle is not None:
+            result = Security.SSLSetSessionOption(
+                self.context, SecurityConst.kSSLSessionOptionBreakOnServerAuth, True
+            )
+            _assert_no_error(result)
+
+        # If there's a client cert, we need to use it.
+        if client_cert:
+            self._keychain, self._keychain_dir = _temporary_keychain()
+            self._client_cert_chain = _load_client_cert_chain(
+                self._keychain, client_cert, client_key
+            )
+            result = Security.SSLSetCertificate(self.context, self._client_cert_chain)
+            _assert_no_error(result)
+
+        while True:
+            with self._raise_on_error():
+                result = Security.SSLHandshake(self.context)
+
+                if result == SecurityConst.errSSLWouldBlock:
+                    raise socket.timeout("handshake timed out")
+                elif result == SecurityConst.errSSLServerAuthCompleted:
+                    self._custom_validate(verify, trust_bundle)
+                    continue
+                else:
+                    _assert_no_error(result)
+                    break
+
+    def fileno(self):
+        return self.socket.fileno()
+
+    # Copy-pasted from Python 3.5 source code
+    def _decref_socketios(self):
+        if self._makefile_refs > 0:
+            self._makefile_refs -= 1
+        if self._closed:
+            self.close()
+
+    def recv(self, bufsiz):
+        buffer = ctypes.create_string_buffer(bufsiz)
+        bytes_read = self.recv_into(buffer, bufsiz)
+        data = buffer[:bytes_read]
+        return data
+
+    def recv_into(self, buffer, nbytes=None):
+        # Read short on EOF.
+        if self._closed:
+            return 0
+
+        if nbytes is None:
+            nbytes = len(buffer)
+
+        buffer = (ctypes.c_char * nbytes).from_buffer(buffer)
+        processed_bytes = ctypes.c_size_t(0)
+
+        with self._raise_on_error():
+            result = Security.SSLRead(
+                self.context, buffer, nbytes, ctypes.byref(processed_bytes)
+            )
+
+        # There are some result codes that we want to treat as "not always
+        # errors". Specifically, those are errSSLWouldBlock,
+        # errSSLClosedGraceful, and errSSLClosedNoNotify.
+        if result == SecurityConst.errSSLWouldBlock:
+            # If we didn't process any bytes, then this was just a time out.
+            # However, we can get errSSLWouldBlock in situations when we *did*
+            # read some data, and in those cases we should just read "short"
+            # and return.
+            if processed_bytes.value == 0:
+                # Timed out, no data read.
+                raise socket.timeout("recv timed out")
+        elif result in (
+            SecurityConst.errSSLClosedGraceful,
+            SecurityConst.errSSLClosedNoNotify,
+        ):
+            # The remote peer has closed this connection. We should do so as
+            # well. Note that we don't actually return here because in
+            # principle this could actually be fired along with return data.
+            # It's unlikely though.
+            self.close()
+        else:
+            _assert_no_error(result)
+
+        # Ok, we read and probably succeeded. We should return whatever data
+        # was actually read.
+        return processed_bytes.value
+
+    def settimeout(self, timeout):
+        self._timeout = timeout
+
+    def gettimeout(self):
+        return self._timeout
+
+    def send(self, data):
+        processed_bytes = ctypes.c_size_t(0)
+
+        with self._raise_on_error():
+            result = Security.SSLWrite(
+                self.context, data, len(data), ctypes.byref(processed_bytes)
+            )
+
+        if result == SecurityConst.errSSLWouldBlock and processed_bytes.value == 0:
+            # Timed out
+            raise socket.timeout("send timed out")
+        else:
+            _assert_no_error(result)
+
+        # We sent, and probably succeeded. Tell them how much we sent.
+        return processed_bytes.value
+
+    def sendall(self, data):
+        total_sent = 0
+        while total_sent < len(data):
+            sent = self.send(data[total_sent : total_sent + SSL_WRITE_BLOCKSIZE])
+            total_sent += sent
+
+    def shutdown(self):
+        with self._raise_on_error():
+            Security.SSLClose(self.context)
+
+    def close(self):
+        # TODO: should I do clean shutdown here? Do I have to?
+        if self._makefile_refs < 1:
+            self._closed = True
+            if self.context:
+                CoreFoundation.CFRelease(self.context)
+                self.context = None
+            if self._client_cert_chain:
+                CoreFoundation.CFRelease(self._client_cert_chain)
+                self._client_cert_chain = None
+            if self._keychain:
+                Security.SecKeychainDelete(self._keychain)
+                CoreFoundation.CFRelease(self._keychain)
+                shutil.rmtree(self._keychain_dir)
+                self._keychain = self._keychain_dir = None
+            return self.socket.close()
+        else:
+            self._makefile_refs -= 1
+
+    def getpeercert(self, binary_form=False):
+        # Urgh, annoying.
+        #
+        # Here's how we do this:
+        #
+        # 1. Call SSLCopyPeerTrust to get hold of the trust object for this
+        #    connection.
+        # 2. Call SecTrustGetCertificateAtIndex for index 0 to get the leaf.
+        # 3. To get the CN, call SecCertificateCopyCommonName and process that
+        #    string so that it's of the appropriate type.
+        # 4. To get the SAN, we need to do something a bit more complex:
+        #    a. Call SecCertificateCopyValues to get the data, requesting
+        #       kSecOIDSubjectAltName.
+        #    b. Mess about with this dictionary to try to get the SANs out.
+        #
+        # This is gross. Really gross. It's going to be a few hundred LoC extra
+        # just to repeat something that SecureTransport can *already do*. So my
+        # operating assumption at this time is that what we want to do is
+        # instead to just flag to urllib3 that it shouldn't do its own hostname
+        # validation when using SecureTransport.
+        if not binary_form:
+            raise ValueError("SecureTransport only supports dumping binary certs")
+        trust = Security.SecTrustRef()
+        certdata = None
+        der_bytes = None
+
+        try:
+            # Grab the trust store.
+            result = Security.SSLCopyPeerTrust(self.context, ctypes.byref(trust))
+            _assert_no_error(result)
+            if not trust:
+                # Probably we haven't done the handshake yet. No biggie.
+                return None
+
+            cert_count = Security.SecTrustGetCertificateCount(trust)
+            if not cert_count:
+                # Also a case that might happen if we haven't handshaked.
+                # Handshook? Handshaken?
+                return None
+
+            leaf = Security.SecTrustGetCertificateAtIndex(trust, 0)
+            assert leaf
+
+            # Ok, now we want the DER bytes.
+            certdata = Security.SecCertificateCopyData(leaf)
+            assert certdata
+
+            data_length = CoreFoundation.CFDataGetLength(certdata)
+            data_buffer = CoreFoundation.CFDataGetBytePtr(certdata)
+            der_bytes = ctypes.string_at(data_buffer, data_length)
+        finally:
+            if certdata:
+                CoreFoundation.CFRelease(certdata)
+            if trust:
+                CoreFoundation.CFRelease(trust)
+
+        return der_bytes
+
+    def version(self):
+        protocol = Security.SSLProtocol()
+        result = Security.SSLGetNegotiatedProtocolVersion(
+            self.context, ctypes.byref(protocol)
+        )
+        _assert_no_error(result)
+        if protocol.value == SecurityConst.kTLSProtocol13:
+            raise ssl.SSLError("SecureTransport does not support TLS 1.3")
+        elif protocol.value == SecurityConst.kTLSProtocol12:
+            return "TLSv1.2"
+        elif protocol.value == SecurityConst.kTLSProtocol11:
+            return "TLSv1.1"
+        elif protocol.value == SecurityConst.kTLSProtocol1:
+            return "TLSv1"
+        elif protocol.value == SecurityConst.kSSLProtocol3:
+            return "SSLv3"
+        elif protocol.value == SecurityConst.kSSLProtocol2:
+            return "SSLv2"
+        else:
+            raise ssl.SSLError("Unknown TLS version: %r" % protocol)
+
+    def _reuse(self):
+        self._makefile_refs += 1
+
+    def _drop(self):
+        if self._makefile_refs < 1:
+            self.close()
+        else:
+            self._makefile_refs -= 1
+
+
+if _fileobject:  # Platform-specific: Python 2
+
+    def makefile(self, mode, bufsize=-1):
+        self._makefile_refs += 1
+        return _fileobject(self, mode, bufsize, close=True)
+
+else:  # Platform-specific: Python 3
+
+    def makefile(self, mode="r", buffering=None, *args, **kwargs):
+        # We disable buffering with SecureTransport because it conflicts with
+        # the buffering that ST does internally (see issue #1153 for more).
+        buffering = 0
+        return backport_makefile(self, mode, buffering, *args, **kwargs)
+
+
+WrappedSocket.makefile = makefile
+
+
+class SecureTransportContext(object):
+    """
+    I am a wrapper class for the SecureTransport library, to translate the
+    interface of the standard library ``SSLContext`` object to calls into
+    SecureTransport.
+    """
+
+    def __init__(self, protocol):
+        self._min_version, self._max_version = _protocol_to_min_max[protocol]
+        self._options = 0
+        self._verify = False
+        self._trust_bundle = None
+        self._client_cert = None
+        self._client_key = None
+        self._client_key_passphrase = None
+        self._alpn_protocols = None
+
+    @property
+    def check_hostname(self):
+        """
+        SecureTransport cannot have its hostname checking disabled. For more,
+        see the comment on getpeercert() in this file.
+        """
+        return True
+
+    @check_hostname.setter
+    def check_hostname(self, value):
+        """
+        SecureTransport cannot have its hostname checking disabled. For more,
+        see the comment on getpeercert() in this file.
+        """
+        pass
+
+    @property
+    def options(self):
+        # TODO: Well, crap.
+        #
+        # So this is the bit of the code that is the most likely to cause us
+        # trouble. Essentially we need to enumerate all of the SSL options that
+        # users might want to use and try to see if we can sensibly translate
+        # them, or whether we should just ignore them.
+        return self._options
+
+    @options.setter
+    def options(self, value):
+        # TODO: Update in line with above.
+        self._options = value
+
+    @property
+    def verify_mode(self):
+        return ssl.CERT_REQUIRED if self._verify else ssl.CERT_NONE
+
+    @verify_mode.setter
+    def verify_mode(self, value):
+        self._verify = True if value == ssl.CERT_REQUIRED else False
+
+    def set_default_verify_paths(self):
+        # So, this has to do something a bit weird. Specifically, what it does
+        # is nothing.
+        #
+        # This means that, if we had previously had load_verify_locations
+        # called, this does not undo that. We need to do that because it turns
+        # out that the rest of the urllib3 code will attempt to load the
+        # default verify paths if it hasn't been told about any paths, even if
+        # the context itself was sometime earlier. We resolve that by just
+        # ignoring it.
+        pass
+
+    def load_default_certs(self):
+        return self.set_default_verify_paths()
+
+    def set_ciphers(self, ciphers):
+        # For now, we just require the default cipher string.
+        if ciphers != util.ssl_.DEFAULT_CIPHERS:
+            raise ValueError("SecureTransport doesn't support custom cipher strings")
+
+    def load_verify_locations(self, cafile=None, capath=None, cadata=None):
+        # OK, we only really support cadata and cafile.
+        if capath is not None:
+            raise ValueError("SecureTransport does not support cert directories")
+
+        # Raise if cafile does not exist.
+        if cafile is not None:
+            with open(cafile):
+                pass
+
+        self._trust_bundle = cafile or cadata
+
+    def load_cert_chain(self, certfile, keyfile=None, password=None):
+        self._client_cert = certfile
+        self._client_key = keyfile
+        self._client_cert_passphrase = password
+
+    def set_alpn_protocols(self, protocols):
+        """
+        Sets the ALPN protocols that will later be set on the context.
+
+        Raises a NotImplementedError if ALPN is not supported.
+        """
+        if not hasattr(Security, "SSLSetALPNProtocols"):
+            raise NotImplementedError(
+                "SecureTransport supports ALPN only in macOS 10.12+"
+            )
+        self._alpn_protocols = [six.ensure_binary(p) for p in protocols]
+
+    def wrap_socket(
+        self,
+        sock,
+        server_side=False,
+        do_handshake_on_connect=True,
+        suppress_ragged_eofs=True,
+        server_hostname=None,
+    ):
+        # So, what do we do here? Firstly, we assert some properties. This is a
+        # stripped down shim, so there is some functionality we don't support.
+        # See PEP 543 for the real deal.
+        assert not server_side
+        assert do_handshake_on_connect
+        assert suppress_ragged_eofs
+
+        # Ok, we're good to go. Now we want to create the wrapped socket object
+        # and store it in the appropriate place.
+        wrapped_socket = WrappedSocket(sock)
+
+        # Now we can handshake
+        wrapped_socket.handshake(
+            server_hostname,
+            self._verify,
+            self._trust_bundle,
+            self._min_version,
+            self._max_version,
+            self._client_cert,
+            self._client_key,
+            self._client_key_passphrase,
+            self._alpn_protocols,
+        )
+        return wrapped_socket
diff --git a/venv/lib/python3.8/site-packages/urllib3/contrib/socks.py b/venv/lib/python3.8/site-packages/urllib3/contrib/socks.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/69/18/bd/7965e8f5911bf795d4c5e7f8676d421659e78db122028f473ac7a832de
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d0/c9/e7/a372874cd7d745f63beb7f0db9f38f9146fa9973a6f8baa3fb8c76c3c0
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@@ -0,0 +1,1076 @@
+# Copyright (c) 2010-2020 Benjamin Peterson
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+"""Utilities for writing code that runs on Python 2 and 3"""
+
+from __future__ import absolute_import
+
+import functools
+import itertools
+import operator
+import sys
+import types
+
+__author__ = "Benjamin Peterson <benjamin@python.org>"
+__version__ = "1.16.0"
+
+
+# Useful for very coarse version differentiation.
+PY2 = sys.version_info[0] == 2
+PY3 = sys.version_info[0] == 3
+PY34 = sys.version_info[0:2] >= (3, 4)
+
+if PY3:
+    string_types = (str,)
+    integer_types = (int,)
+    class_types = (type,)
+    text_type = str
+    binary_type = bytes
+
+    MAXSIZE = sys.maxsize
+else:
+    string_types = (basestring,)
+    integer_types = (int, long)
+    class_types = (type, types.ClassType)
+    text_type = unicode
+    binary_type = str
+
+    if sys.platform.startswith("java"):
+        # Jython always uses 32 bits.
+        MAXSIZE = int((1 << 31) - 1)
+    else:
+        # It's possible to have sizeof(long) != sizeof(Py_ssize_t).
+        class X(object):
+            def __len__(self):
+                return 1 << 31
+
+        try:
+            len(X())
+        except OverflowError:
+            # 32-bit
+            MAXSIZE = int((1 << 31) - 1)
+        else:
+            # 64-bit
+            MAXSIZE = int((1 << 63) - 1)
+        del X
+
+if PY34:
+    from importlib.util import spec_from_loader
+else:
+    spec_from_loader = None
+
+
+def _add_doc(func, doc):
+    """Add documentation to a function."""
+    func.__doc__ = doc
+
+
+def _import_module(name):
+    """Import module, returning the module after the last dot."""
+    __import__(name)
+    return sys.modules[name]
+
+
+class _LazyDescr(object):
+    def __init__(self, name):
+        self.name = name
+
+    def __get__(self, obj, tp):
+        result = self._resolve()
+        setattr(obj, self.name, result)  # Invokes __set__.
+        try:
+            # This is a bit ugly, but it avoids running this again by
+            # removing this descriptor.
+            delattr(obj.__class__, self.name)
+        except AttributeError:
+            pass
+        return result
+
+
+class MovedModule(_LazyDescr):
+    def __init__(self, name, old, new=None):
+        super(MovedModule, self).__init__(name)
+        if PY3:
+            if new is None:
+                new = name
+            self.mod = new
+        else:
+            self.mod = old
+
+    def _resolve(self):
+        return _import_module(self.mod)
+
+    def __getattr__(self, attr):
+        _module = self._resolve()
+        value = getattr(_module, attr)
+        setattr(self, attr, value)
+        return value
+
+
+class _LazyModule(types.ModuleType):
+    def __init__(self, name):
+        super(_LazyModule, self).__init__(name)
+        self.__doc__ = self.__class__.__doc__
+
+    def __dir__(self):
+        attrs = ["__doc__", "__name__"]
+        attrs += [attr.name for attr in self._moved_attributes]
+        return attrs
+
+    # Subclasses should override this
+    _moved_attributes = []
+
+
+class MovedAttribute(_LazyDescr):
+    def __init__(self, name, old_mod, new_mod, old_attr=None, new_attr=None):
+        super(MovedAttribute, self).__init__(name)
+        if PY3:
+            if new_mod is None:
+                new_mod = name
+            self.mod = new_mod
+            if new_attr is None:
+                if old_attr is None:
+                    new_attr = name
+                else:
+                    new_attr = old_attr
+            self.attr = new_attr
+        else:
+            self.mod = old_mod
+            if old_attr is None:
+                old_attr = name
+            self.attr = old_attr
+
+    def _resolve(self):
+        module = _import_module(self.mod)
+        return getattr(module, self.attr)
+
+
+class _SixMetaPathImporter(object):
+
+    """
+    A meta path importer to import six.moves and its submodules.
+
+    This class implements a PEP302 finder and loader. It should be compatible
+    with Python 2.5 and all existing versions of Python3
+    """
+
+    def __init__(self, six_module_name):
+        self.name = six_module_name
+        self.known_modules = {}
+
+    def _add_module(self, mod, *fullnames):
+        for fullname in fullnames:
+            self.known_modules[self.name + "." + fullname] = mod
+
+    def _get_module(self, fullname):
+        return self.known_modules[self.name + "." + fullname]
+
+    def find_module(self, fullname, path=None):
+        if fullname in self.known_modules:
+            return self
+        return None
+
+    def find_spec(self, fullname, path, target=None):
+        if fullname in self.known_modules:
+            return spec_from_loader(fullname, self)
+        return None
+
+    def __get_module(self, fullname):
+        try:
+            return self.known_modules[fullname]
+        except KeyError:
+            raise ImportError("This loader does not know module " + fullname)
+
+    def load_module(self, fullname):
+        try:
+            # in case of a reload
+            return sys.modules[fullname]
+        except KeyError:
+            pass
+        mod = self.__get_module(fullname)
+        if isinstance(mod, MovedModule):
+            mod = mod._resolve()
+        else:
+            mod.__loader__ = self
+        sys.modules[fullname] = mod
+        return mod
+
+    def is_package(self, fullname):
+        """
+        Return true, if the named module is a package.
+
+        We need this method to get correct spec objects with
+        Python 3.4 (see PEP451)
+        """
+        return hasattr(self.__get_module(fullname), "__path__")
+
+    def get_code(self, fullname):
+        """Return None
+
+        Required, if is_package is implemented"""
+        self.__get_module(fullname)  # eventually raises ImportError
+        return None
+
+    get_source = get_code  # same as get_code
+
+    def create_module(self, spec):
+        return self.load_module(spec.name)
+
+    def exec_module(self, module):
+        pass
+
+
+_importer = _SixMetaPathImporter(__name__)
+
+
+class _MovedItems(_LazyModule):
+
+    """Lazy loading of moved objects"""
+
+    __path__ = []  # mark as package
+
+
+_moved_attributes = [
+    MovedAttribute("cStringIO", "cStringIO", "io", "StringIO"),
+    MovedAttribute("filter", "itertools", "builtins", "ifilter", "filter"),
+    MovedAttribute(
+        "filterfalse", "itertools", "itertools", "ifilterfalse", "filterfalse"
+    ),
+    MovedAttribute("input", "__builtin__", "builtins", "raw_input", "input"),
+    MovedAttribute("intern", "__builtin__", "sys"),
+    MovedAttribute("map", "itertools", "builtins", "imap", "map"),
+    MovedAttribute("getcwd", "os", "os", "getcwdu", "getcwd"),
+    MovedAttribute("getcwdb", "os", "os", "getcwd", "getcwdb"),
+    MovedAttribute("getoutput", "commands", "subprocess"),
+    MovedAttribute("range", "__builtin__", "builtins", "xrange", "range"),
+    MovedAttribute(
+        "reload_module", "__builtin__", "importlib" if PY34 else "imp", "reload"
+    ),
+    MovedAttribute("reduce", "__builtin__", "functools"),
+    MovedAttribute("shlex_quote", "pipes", "shlex", "quote"),
+    MovedAttribute("StringIO", "StringIO", "io"),
+    MovedAttribute("UserDict", "UserDict", "collections"),
+    MovedAttribute("UserList", "UserList", "collections"),
+    MovedAttribute("UserString", "UserString", "collections"),
+    MovedAttribute("xrange", "__builtin__", "builtins", "xrange", "range"),
+    MovedAttribute("zip", "itertools", "builtins", "izip", "zip"),
+    MovedAttribute(
+        "zip_longest", "itertools", "itertools", "izip_longest", "zip_longest"
+    ),
+    MovedModule("builtins", "__builtin__"),
+    MovedModule("configparser", "ConfigParser"),
+    MovedModule(
+        "collections_abc",
+        "collections",
+        "collections.abc" if sys.version_info >= (3, 3) else "collections",
+    ),
+    MovedModule("copyreg", "copy_reg"),
+    MovedModule("dbm_gnu", "gdbm", "dbm.gnu"),
+    MovedModule("dbm_ndbm", "dbm", "dbm.ndbm"),
+    MovedModule(
+        "_dummy_thread",
+        "dummy_thread",
+        "_dummy_thread" if sys.version_info < (3, 9) else "_thread",
+    ),
+    MovedModule("http_cookiejar", "cookielib", "http.cookiejar"),
+    MovedModule("http_cookies", "Cookie", "http.cookies"),
+    MovedModule("html_entities", "htmlentitydefs", "html.entities"),
+    MovedModule("html_parser", "HTMLParser", "html.parser"),
+    MovedModule("http_client", "httplib", "http.client"),
+    MovedModule("email_mime_base", "email.MIMEBase", "email.mime.base"),
+    MovedModule("email_mime_image", "email.MIMEImage", "email.mime.image"),
+    MovedModule("email_mime_multipart", "email.MIMEMultipart", "email.mime.multipart"),
+    MovedModule(
+        "email_mime_nonmultipart", "email.MIMENonMultipart", "email.mime.nonmultipart"
+    ),
+    MovedModule("email_mime_text", "email.MIMEText", "email.mime.text"),
+    MovedModule("BaseHTTPServer", "BaseHTTPServer", "http.server"),
+    MovedModule("CGIHTTPServer", "CGIHTTPServer", "http.server"),
+    MovedModule("SimpleHTTPServer", "SimpleHTTPServer", "http.server"),
+    MovedModule("cPickle", "cPickle", "pickle"),
+    MovedModule("queue", "Queue"),
+    MovedModule("reprlib", "repr"),
+    MovedModule("socketserver", "SocketServer"),
+    MovedModule("_thread", "thread", "_thread"),
+    MovedModule("tkinter", "Tkinter"),
+    MovedModule("tkinter_dialog", "Dialog", "tkinter.dialog"),
+    MovedModule("tkinter_filedialog", "FileDialog", "tkinter.filedialog"),
+    MovedModule("tkinter_scrolledtext", "ScrolledText", "tkinter.scrolledtext"),
+    MovedModule("tkinter_simpledialog", "SimpleDialog", "tkinter.simpledialog"),
+    MovedModule("tkinter_tix", "Tix", "tkinter.tix"),
+    MovedModule("tkinter_ttk", "ttk", "tkinter.ttk"),
+    MovedModule("tkinter_constants", "Tkconstants", "tkinter.constants"),
+    MovedModule("tkinter_dnd", "Tkdnd", "tkinter.dnd"),
+    MovedModule("tkinter_colorchooser", "tkColorChooser", "tkinter.colorchooser"),
+    MovedModule("tkinter_commondialog", "tkCommonDialog", "tkinter.commondialog"),
+    MovedModule("tkinter_tkfiledialog", "tkFileDialog", "tkinter.filedialog"),
+    MovedModule("tkinter_font", "tkFont", "tkinter.font"),
+    MovedModule("tkinter_messagebox", "tkMessageBox", "tkinter.messagebox"),
+    MovedModule("tkinter_tksimpledialog", "tkSimpleDialog", "tkinter.simpledialog"),
+    MovedModule("urllib_parse", __name__ + ".moves.urllib_parse", "urllib.parse"),
+    MovedModule("urllib_error", __name__ + ".moves.urllib_error", "urllib.error"),
+    MovedModule("urllib", __name__ + ".moves.urllib", __name__ + ".moves.urllib"),
+    MovedModule("urllib_robotparser", "robotparser", "urllib.robotparser"),
+    MovedModule("xmlrpc_client", "xmlrpclib", "xmlrpc.client"),
+    MovedModule("xmlrpc_server", "SimpleXMLRPCServer", "xmlrpc.server"),
+]
+# Add windows specific modules.
+if sys.platform == "win32":
+    _moved_attributes += [
+        MovedModule("winreg", "_winreg"),
+    ]
+
+for attr in _moved_attributes:
+    setattr(_MovedItems, attr.name, attr)
+    if isinstance(attr, MovedModule):
+        _importer._add_module(attr, "moves." + attr.name)
+del attr
+
+_MovedItems._moved_attributes = _moved_attributes
+
+moves = _MovedItems(__name__ + ".moves")
+_importer._add_module(moves, "moves")
+
+
+class Module_six_moves_urllib_parse(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_parse"""
+
+
+_urllib_parse_moved_attributes = [
+    MovedAttribute("ParseResult", "urlparse", "urllib.parse"),
+    MovedAttribute("SplitResult", "urlparse", "urllib.parse"),
+    MovedAttribute("parse_qs", "urlparse", "urllib.parse"),
+    MovedAttribute("parse_qsl", "urlparse", "urllib.parse"),
+    MovedAttribute("urldefrag", "urlparse", "urllib.parse"),
+    MovedAttribute("urljoin", "urlparse", "urllib.parse"),
+    MovedAttribute("urlparse", "urlparse", "urllib.parse"),
+    MovedAttribute("urlsplit", "urlparse", "urllib.parse"),
+    MovedAttribute("urlunparse", "urlparse", "urllib.parse"),
+    MovedAttribute("urlunsplit", "urlparse", "urllib.parse"),
+    MovedAttribute("quote", "urllib", "urllib.parse"),
+    MovedAttribute("quote_plus", "urllib", "urllib.parse"),
+    MovedAttribute("unquote", "urllib", "urllib.parse"),
+    MovedAttribute("unquote_plus", "urllib", "urllib.parse"),
+    MovedAttribute(
+        "unquote_to_bytes", "urllib", "urllib.parse", "unquote", "unquote_to_bytes"
+    ),
+    MovedAttribute("urlencode", "urllib", "urllib.parse"),
+    MovedAttribute("splitquery", "urllib", "urllib.parse"),
+    MovedAttribute("splittag", "urllib", "urllib.parse"),
+    MovedAttribute("splituser", "urllib", "urllib.parse"),
+    MovedAttribute("splitvalue", "urllib", "urllib.parse"),
+    MovedAttribute("uses_fragment", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_netloc", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_params", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_query", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_relative", "urlparse", "urllib.parse"),
+]
+for attr in _urllib_parse_moved_attributes:
+    setattr(Module_six_moves_urllib_parse, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_parse._moved_attributes = _urllib_parse_moved_attributes
+
+_importer._add_module(
+    Module_six_moves_urllib_parse(__name__ + ".moves.urllib_parse"),
+    "moves.urllib_parse",
+    "moves.urllib.parse",
+)
+
+
+class Module_six_moves_urllib_error(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_error"""
+
+
+_urllib_error_moved_attributes = [
+    MovedAttribute("URLError", "urllib2", "urllib.error"),
+    MovedAttribute("HTTPError", "urllib2", "urllib.error"),
+    MovedAttribute("ContentTooShortError", "urllib", "urllib.error"),
+]
+for attr in _urllib_error_moved_attributes:
+    setattr(Module_six_moves_urllib_error, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_error._moved_attributes = _urllib_error_moved_attributes
+
+_importer._add_module(
+    Module_six_moves_urllib_error(__name__ + ".moves.urllib.error"),
+    "moves.urllib_error",
+    "moves.urllib.error",
+)
+
+
+class Module_six_moves_urllib_request(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_request"""
+
+
+_urllib_request_moved_attributes = [
+    MovedAttribute("urlopen", "urllib2", "urllib.request"),
+    MovedAttribute("install_opener", "urllib2", "urllib.request"),
+    MovedAttribute("build_opener", "urllib2", "urllib.request"),
+    MovedAttribute("pathname2url", "urllib", "urllib.request"),
+    MovedAttribute("url2pathname", "urllib", "urllib.request"),
+    MovedAttribute("getproxies", "urllib", "urllib.request"),
+    MovedAttribute("Request", "urllib2", "urllib.request"),
+    MovedAttribute("OpenerDirector", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPDefaultErrorHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPRedirectHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPCookieProcessor", "urllib2", "urllib.request"),
+    MovedAttribute("ProxyHandler", "urllib2", "urllib.request"),
+    MovedAttribute("BaseHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPPasswordMgr", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPPasswordMgrWithDefaultRealm", "urllib2", "urllib.request"),
+    MovedAttribute("AbstractBasicAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPBasicAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("ProxyBasicAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("AbstractDigestAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPDigestAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("ProxyDigestAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPSHandler", "urllib2", "urllib.request"),
+    MovedAttribute("FileHandler", "urllib2", "urllib.request"),
+    MovedAttribute("FTPHandler", "urllib2", "urllib.request"),
+    MovedAttribute("CacheFTPHandler", "urllib2", "urllib.request"),
+    MovedAttribute("UnknownHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPErrorProcessor", "urllib2", "urllib.request"),
+    MovedAttribute("urlretrieve", "urllib", "urllib.request"),
+    MovedAttribute("urlcleanup", "urllib", "urllib.request"),
+    MovedAttribute("URLopener", "urllib", "urllib.request"),
+    MovedAttribute("FancyURLopener", "urllib", "urllib.request"),
+    MovedAttribute("proxy_bypass", "urllib", "urllib.request"),
+    MovedAttribute("parse_http_list", "urllib2", "urllib.request"),
+    MovedAttribute("parse_keqv_list", "urllib2", "urllib.request"),
+]
+for attr in _urllib_request_moved_attributes:
+    setattr(Module_six_moves_urllib_request, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_request._moved_attributes = _urllib_request_moved_attributes
+
+_importer._add_module(
+    Module_six_moves_urllib_request(__name__ + ".moves.urllib.request"),
+    "moves.urllib_request",
+    "moves.urllib.request",
+)
+
+
+class Module_six_moves_urllib_response(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_response"""
+
+
+_urllib_response_moved_attributes = [
+    MovedAttribute("addbase", "urllib", "urllib.response"),
+    MovedAttribute("addclosehook", "urllib", "urllib.response"),
+    MovedAttribute("addinfo", "urllib", "urllib.response"),
+    MovedAttribute("addinfourl", "urllib", "urllib.response"),
+]
+for attr in _urllib_response_moved_attributes:
+    setattr(Module_six_moves_urllib_response, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_response._moved_attributes = _urllib_response_moved_attributes
+
+_importer._add_module(
+    Module_six_moves_urllib_response(__name__ + ".moves.urllib.response"),
+    "moves.urllib_response",
+    "moves.urllib.response",
+)
+
+
+class Module_six_moves_urllib_robotparser(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_robotparser"""
+
+
+_urllib_robotparser_moved_attributes = [
+    MovedAttribute("RobotFileParser", "robotparser", "urllib.robotparser"),
+]
+for attr in _urllib_robotparser_moved_attributes:
+    setattr(Module_six_moves_urllib_robotparser, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_robotparser._moved_attributes = (
+    _urllib_robotparser_moved_attributes
+)
+
+_importer._add_module(
+    Module_six_moves_urllib_robotparser(__name__ + ".moves.urllib.robotparser"),
+    "moves.urllib_robotparser",
+    "moves.urllib.robotparser",
+)
+
+
+class Module_six_moves_urllib(types.ModuleType):
+
+    """Create a six.moves.urllib namespace that resembles the Python 3 namespace"""
+
+    __path__ = []  # mark as package
+    parse = _importer._get_module("moves.urllib_parse")
+    error = _importer._get_module("moves.urllib_error")
+    request = _importer._get_module("moves.urllib_request")
+    response = _importer._get_module("moves.urllib_response")
+    robotparser = _importer._get_module("moves.urllib_robotparser")
+
+    def __dir__(self):
+        return ["parse", "error", "request", "response", "robotparser"]
+
+
+_importer._add_module(
+    Module_six_moves_urllib(__name__ + ".moves.urllib"), "moves.urllib"
+)
+
+
+def add_move(move):
+    """Add an item to six.moves."""
+    setattr(_MovedItems, move.name, move)
+
+
+def remove_move(name):
+    """Remove item from six.moves."""
+    try:
+        delattr(_MovedItems, name)
+    except AttributeError:
+        try:
+            del moves.__dict__[name]
+        except KeyError:
+            raise AttributeError("no such move, %r" % (name,))
+
+
+if PY3:
+    _meth_func = "__func__"
+    _meth_self = "__self__"
+
+    _func_closure = "__closure__"
+    _func_code = "__code__"
+    _func_defaults = "__defaults__"
+    _func_globals = "__globals__"
+else:
+    _meth_func = "im_func"
+    _meth_self = "im_self"
+
+    _func_closure = "func_closure"
+    _func_code = "func_code"
+    _func_defaults = "func_defaults"
+    _func_globals = "func_globals"
+
+
+try:
+    advance_iterator = next
+except NameError:
+
+    def advance_iterator(it):
+        return it.next()
+
+
+next = advance_iterator
+
+
+try:
+    callable = callable
+except NameError:
+
+    def callable(obj):
+        return any("__call__" in klass.__dict__ for klass in type(obj).__mro__)
+
+
+if PY3:
+
+    def get_unbound_function(unbound):
+        return unbound
+
+    create_bound_method = types.MethodType
+
+    def create_unbound_method(func, cls):
+        return func
+
+    Iterator = object
+else:
+
+    def get_unbound_function(unbound):
+        return unbound.im_func
+
+    def create_bound_method(func, obj):
+        return types.MethodType(func, obj, obj.__class__)
+
+    def create_unbound_method(func, cls):
+        return types.MethodType(func, None, cls)
+
+    class Iterator(object):
+        def next(self):
+            return type(self).__next__(self)
+
+    callable = callable
+_add_doc(
+    get_unbound_function, """Get the function out of a possibly unbound function"""
+)
+
+
+get_method_function = operator.attrgetter(_meth_func)
+get_method_self = operator.attrgetter(_meth_self)
+get_function_closure = operator.attrgetter(_func_closure)
+get_function_code = operator.attrgetter(_func_code)
+get_function_defaults = operator.attrgetter(_func_defaults)
+get_function_globals = operator.attrgetter(_func_globals)
+
+
+if PY3:
+
+    def iterkeys(d, **kw):
+        return iter(d.keys(**kw))
+
+    def itervalues(d, **kw):
+        return iter(d.values(**kw))
+
+    def iteritems(d, **kw):
+        return iter(d.items(**kw))
+
+    def iterlists(d, **kw):
+        return iter(d.lists(**kw))
+
+    viewkeys = operator.methodcaller("keys")
+
+    viewvalues = operator.methodcaller("values")
+
+    viewitems = operator.methodcaller("items")
+else:
+
+    def iterkeys(d, **kw):
+        return d.iterkeys(**kw)
+
+    def itervalues(d, **kw):
+        return d.itervalues(**kw)
+
+    def iteritems(d, **kw):
+        return d.iteritems(**kw)
+
+    def iterlists(d, **kw):
+        return d.iterlists(**kw)
+
+    viewkeys = operator.methodcaller("viewkeys")
+
+    viewvalues = operator.methodcaller("viewvalues")
+
+    viewitems = operator.methodcaller("viewitems")
+
+_add_doc(iterkeys, "Return an iterator over the keys of a dictionary.")
+_add_doc(itervalues, "Return an iterator over the values of a dictionary.")
+_add_doc(iteritems, "Return an iterator over the (key, value) pairs of a dictionary.")
+_add_doc(
+    iterlists, "Return an iterator over the (key, [values]) pairs of a dictionary."
+)
+
+
+if PY3:
+
+    def b(s):
+        return s.encode("latin-1")
+
+    def u(s):
+        return s
+
+    unichr = chr
+    import struct
+
+    int2byte = struct.Struct(">B").pack
+    del struct
+    byte2int = operator.itemgetter(0)
+    indexbytes = operator.getitem
+    iterbytes = iter
+    import io
+
+    StringIO = io.StringIO
+    BytesIO = io.BytesIO
+    del io
+    _assertCountEqual = "assertCountEqual"
+    if sys.version_info[1] <= 1:
+        _assertRaisesRegex = "assertRaisesRegexp"
+        _assertRegex = "assertRegexpMatches"
+        _assertNotRegex = "assertNotRegexpMatches"
+    else:
+        _assertRaisesRegex = "assertRaisesRegex"
+        _assertRegex = "assertRegex"
+        _assertNotRegex = "assertNotRegex"
+else:
+
+    def b(s):
+        return s
+
+    # Workaround for standalone backslash
+
+    def u(s):
+        return unicode(s.replace(r"\\", r"\\\\"), "unicode_escape")
+
+    unichr = unichr
+    int2byte = chr
+
+    def byte2int(bs):
+        return ord(bs[0])
+
+    def indexbytes(buf, i):
+        return ord(buf[i])
+
+    iterbytes = functools.partial(itertools.imap, ord)
+    import StringIO
+
+    StringIO = BytesIO = StringIO.StringIO
+    _assertCountEqual = "assertItemsEqual"
+    _assertRaisesRegex = "assertRaisesRegexp"
+    _assertRegex = "assertRegexpMatches"
+    _assertNotRegex = "assertNotRegexpMatches"
+_add_doc(b, """Byte literal""")
+_add_doc(u, """Text literal""")
+
+
+def assertCountEqual(self, *args, **kwargs):
+    return getattr(self, _assertCountEqual)(*args, **kwargs)
+
+
+def assertRaisesRegex(self, *args, **kwargs):
+    return getattr(self, _assertRaisesRegex)(*args, **kwargs)
+
+
+def assertRegex(self, *args, **kwargs):
+    return getattr(self, _assertRegex)(*args, **kwargs)
+
+
+def assertNotRegex(self, *args, **kwargs):
+    return getattr(self, _assertNotRegex)(*args, **kwargs)
+
+
+if PY3:
+    exec_ = getattr(moves.builtins, "exec")
+
+    def reraise(tp, value, tb=None):
+        try:
+            if value is None:
+                value = tp()
+            if value.__traceback__ is not tb:
+                raise value.with_traceback(tb)
+            raise value
+        finally:
+            value = None
+            tb = None
+
+else:
+
+    def exec_(_code_, _globs_=None, _locs_=None):
+        """Execute code in a namespace."""
+        if _globs_ is None:
+            frame = sys._getframe(1)
+            _globs_ = frame.f_globals
+            if _locs_ is None:
+                _locs_ = frame.f_locals
+            del frame
+        elif _locs_ is None:
+            _locs_ = _globs_
+        exec ("""exec _code_ in _globs_, _locs_""")
+
+    exec_(
+        """def reraise(tp, value, tb=None):
+    try:
+        raise tp, value, tb
+    finally:
+        tb = None
+"""
+    )
+
+
+if sys.version_info[:2] > (3,):
+    exec_(
+        """def raise_from(value, from_value):
+    try:
+        raise value from from_value
+    finally:
+        value = None
+"""
+    )
+else:
+
+    def raise_from(value, from_value):
+        raise value
+
+
+print_ = getattr(moves.builtins, "print", None)
+if print_ is None:
+
+    def print_(*args, **kwargs):
+        """The new-style print function for Python 2.4 and 2.5."""
+        fp = kwargs.pop("file", sys.stdout)
+        if fp is None:
+            return
+
+        def write(data):
+            if not isinstance(data, basestring):
+                data = str(data)
+            # If the file has an encoding, encode unicode with it.
+            if (
+                isinstance(fp, file)
+                and isinstance(data, unicode)
+                and fp.encoding is not None
+            ):
+                errors = getattr(fp, "errors", None)
+                if errors is None:
+                    errors = "strict"
+                data = data.encode(fp.encoding, errors)
+            fp.write(data)
+
+        want_unicode = False
+        sep = kwargs.pop("sep", None)
+        if sep is not None:
+            if isinstance(sep, unicode):
+                want_unicode = True
+            elif not isinstance(sep, str):
+                raise TypeError("sep must be None or a string")
+        end = kwargs.pop("end", None)
+        if end is not None:
+            if isinstance(end, unicode):
+                want_unicode = True
+            elif not isinstance(end, str):
+                raise TypeError("end must be None or a string")
+        if kwargs:
+            raise TypeError("invalid keyword arguments to print()")
+        if not want_unicode:
+            for arg in args:
+                if isinstance(arg, unicode):
+                    want_unicode = True
+                    break
+        if want_unicode:
+            newline = unicode("\n")
+            space = unicode(" ")
+        else:
+            newline = "\n"
+            space = " "
+        if sep is None:
+            sep = space
+        if end is None:
+            end = newline
+        for i, arg in enumerate(args):
+            if i:
+                write(sep)
+            write(arg)
+        write(end)
+
+
+if sys.version_info[:2] < (3, 3):
+    _print = print_
+
+    def print_(*args, **kwargs):
+        fp = kwargs.get("file", sys.stdout)
+        flush = kwargs.pop("flush", False)
+        _print(*args, **kwargs)
+        if flush and fp is not None:
+            fp.flush()
+
+
+_add_doc(reraise, """Reraise an exception.""")
+
+if sys.version_info[0:2] < (3, 4):
+    # This does exactly the same what the :func:`py3:functools.update_wrapper`
+    # function does on Python versions after 3.2. It sets the ``__wrapped__``
+    # attribute on ``wrapper`` object and it doesn't raise an error if any of
+    # the attributes mentioned in ``assigned`` and ``updated`` are missing on
+    # ``wrapped`` object.
+    def _update_wrapper(
+        wrapper,
+        wrapped,
+        assigned=functools.WRAPPER_ASSIGNMENTS,
+        updated=functools.WRAPPER_UPDATES,
+    ):
+        for attr in assigned:
+            try:
+                value = getattr(wrapped, attr)
+            except AttributeError:
+                continue
+            else:
+                setattr(wrapper, attr, value)
+        for attr in updated:
+            getattr(wrapper, attr).update(getattr(wrapped, attr, {}))
+        wrapper.__wrapped__ = wrapped
+        return wrapper
+
+    _update_wrapper.__doc__ = functools.update_wrapper.__doc__
+
+    def wraps(
+        wrapped,
+        assigned=functools.WRAPPER_ASSIGNMENTS,
+        updated=functools.WRAPPER_UPDATES,
+    ):
+        return functools.partial(
+            _update_wrapper, wrapped=wrapped, assigned=assigned, updated=updated
+        )
+
+    wraps.__doc__ = functools.wraps.__doc__
+
+else:
+    wraps = functools.wraps
+
+
+def with_metaclass(meta, *bases):
+    """Create a base class with a metaclass."""
+    # This requires a bit of explanation: the basic idea is to make a dummy
+    # metaclass for one level of class instantiation that replaces itself with
+    # the actual metaclass.
+    class metaclass(type):
+        def __new__(cls, name, this_bases, d):
+            if sys.version_info[:2] >= (3, 7):
+                # This version introduced PEP 560 that requires a bit
+                # of extra care (we mimic what is done by __build_class__).
+                resolved_bases = types.resolve_bases(bases)
+                if resolved_bases is not bases:
+                    d["__orig_bases__"] = bases
+            else:
+                resolved_bases = bases
+            return meta(name, resolved_bases, d)
+
+        @classmethod
+        def __prepare__(cls, name, this_bases):
+            return meta.__prepare__(name, bases)
+
+    return type.__new__(metaclass, "temporary_class", (), {})
+
+
+def add_metaclass(metaclass):
+    """Class decorator for creating a class with a metaclass."""
+
+    def wrapper(cls):
+        orig_vars = cls.__dict__.copy()
+        slots = orig_vars.get("__slots__")
+        if slots is not None:
+            if isinstance(slots, str):
+                slots = [slots]
+            for slots_var in slots:
+                orig_vars.pop(slots_var)
+        orig_vars.pop("__dict__", None)
+        orig_vars.pop("__weakref__", None)
+        if hasattr(cls, "__qualname__"):
+            orig_vars["__qualname__"] = cls.__qualname__
+        return metaclass(cls.__name__, cls.__bases__, orig_vars)
+
+    return wrapper
+
+
+def ensure_binary(s, encoding="utf-8", errors="strict"):
+    """Coerce **s** to six.binary_type.
+
+    For Python 2:
+      - `unicode` -> encoded to `str`
+      - `str` -> `str`
+
+    For Python 3:
+      - `str` -> encoded to `bytes`
+      - `bytes` -> `bytes`
+    """
+    if isinstance(s, binary_type):
+        return s
+    if isinstance(s, text_type):
+        return s.encode(encoding, errors)
+    raise TypeError("not expecting type '%s'" % type(s))
+
+
+def ensure_str(s, encoding="utf-8", errors="strict"):
+    """Coerce *s* to `str`.
+
+    For Python 2:
+      - `unicode` -> encoded to `str`
+      - `str` -> `str`
+
+    For Python 3:
+      - `str` -> `str`
+      - `bytes` -> decoded to `str`
+    """
+    # Optimization: Fast return for the common case.
+    if type(s) is str:
+        return s
+    if PY2 and isinstance(s, text_type):
+        return s.encode(encoding, errors)
+    elif PY3 and isinstance(s, binary_type):
+        return s.decode(encoding, errors)
+    elif not isinstance(s, (text_type, binary_type)):
+        raise TypeError("not expecting type '%s'" % type(s))
+    return s
+
+
+def ensure_text(s, encoding="utf-8", errors="strict"):
+    """Coerce *s* to six.text_type.
+
+    For Python 2:
+      - `unicode` -> `unicode`
+      - `str` -> `unicode`
+
+    For Python 3:
+      - `str` -> `str`
+      - `bytes` -> decoded to `str`
+    """
+    if isinstance(s, binary_type):
+        return s.decode(encoding, errors)
+    elif isinstance(s, text_type):
+        return s
+    else:
+        raise TypeError("not expecting type '%s'" % type(s))
+
+
+def python_2_unicode_compatible(klass):
+    """
+    A class decorator that defines __unicode__ and __str__ methods under Python 2.
+    Under Python 3 it does nothing.
+
+    To support Python 2 and 3 with a single code base, define a __str__ method
+    returning text and apply this decorator to the class.
+    """
+    if PY2:
+        if "__str__" not in klass.__dict__:
+            raise ValueError(
+                "@python_2_unicode_compatible cannot be applied "
+                "to %s because it doesn't define __str__()." % klass.__name__
+            )
+        klass.__unicode__ = klass.__str__
+        klass.__str__ = lambda self: self.__unicode__().encode("utf-8")
+    return klass
+
+
+# Complete the moves implementation.
+# This code is at the end of this module to speed up module loading.
+# Turn this module into a package.
+__path__ = []  # required for PEP 302 and PEP 451
+__package__ = __name__  # see PEP 366 @ReservedAssignment
+if globals().get("__spec__") is not None:
+    __spec__.submodule_search_locations = []  # PEP 451 @UndefinedVariable
+# Remove other six meta path importers, since they cause problems. This can
+# happen if six is removed from sys.modules and then reloaded. (Setuptools does
+# this for some reason.)
+if sys.meta_path:
+    for i, importer in enumerate(sys.meta_path):
+        # Here's some real nastiness: Another "instance" of the six module might
+        # be floating around. Therefore, we can't use isinstance() to check for
+        # the six meta path importer, since the other six instance will have
+        # inserted an importer with different class.
+        if (
+            type(importer).__name__ == "_SixMetaPathImporter"
+            and importer.name == __name__
+        ):
+            del sys.meta_path[i]
+            break
+    del i, importer
+# Finally, add the importer to the meta path import hook.
+sys.meta_path.append(_importer)
diff --git a/venv/lib/python3.8/site-packages/urllib3/poolmanager.py b/venv/lib/python3.8/site-packages/urllib3/poolmanager.py
new file mode 120000
index 0000000..fa6845d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/poolmanager.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/d0/a3/8e/2440a878b6158d41efbfed21e0eab7145410db26fe1678e46e3f2024ed
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/urllib3/request.py b/venv/lib/python3.8/site-packages/urllib3/request.py
new file mode 120000
index 0000000..9cbe2d3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/request.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/64/54/88/a97d02e968b38b179c0a1677fe8932bbb044bf4959bb5553d2cea1e123
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/urllib3/response.py b/venv/lib/python3.8/site-packages/urllib3/response.py
new file mode 100644
index 0000000..01f08ee
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/response.py
@@ -0,0 +1,872 @@
+from __future__ import absolute_import
+
+import io
+import logging
+import sys
+import zlib
+from contextlib import contextmanager
+from socket import error as SocketError
+from socket import timeout as SocketTimeout
+
+try:
+    try:
+        import brotlicffi as brotli
+    except ImportError:
+        import brotli
+except ImportError:
+    brotli = None
+
+from . import util
+from ._collections import HTTPHeaderDict
+from .connection import BaseSSLError, HTTPException
+from .exceptions import (
+    BodyNotHttplibCompatible,
+    DecodeError,
+    HTTPError,
+    IncompleteRead,
+    InvalidChunkLength,
+    InvalidHeader,
+    ProtocolError,
+    ReadTimeoutError,
+    ResponseNotChunked,
+    SSLError,
+)
+from .packages import six
+from .util.response import is_fp_closed, is_response_to_head
+
+log = logging.getLogger(__name__)
+
+
+class DeflateDecoder(object):
+    def __init__(self):
+        self._first_try = True
+        self._data = b""
+        self._obj = zlib.decompressobj()
+
+    def __getattr__(self, name):
+        return getattr(self._obj, name)
+
+    def decompress(self, data):
+        if not data:
+            return data
+
+        if not self._first_try:
+            return self._obj.decompress(data)
+
+        self._data += data
+        try:
+            decompressed = self._obj.decompress(data)
+            if decompressed:
+                self._first_try = False
+                self._data = None
+            return decompressed
+        except zlib.error:
+            self._first_try = False
+            self._obj = zlib.decompressobj(-zlib.MAX_WBITS)
+            try:
+                return self.decompress(self._data)
+            finally:
+                self._data = None
+
+
+class GzipDecoderState(object):
+
+    FIRST_MEMBER = 0
+    OTHER_MEMBERS = 1
+    SWALLOW_DATA = 2
+
+
+class GzipDecoder(object):
+    def __init__(self):
+        self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
+        self._state = GzipDecoderState.FIRST_MEMBER
+
+    def __getattr__(self, name):
+        return getattr(self._obj, name)
+
+    def decompress(self, data):
+        ret = bytearray()
+        if self._state == GzipDecoderState.SWALLOW_DATA or not data:
+            return bytes(ret)
+        while True:
+            try:
+                ret += self._obj.decompress(data)
+            except zlib.error:
+                previous_state = self._state
+                # Ignore data after the first error
+                self._state = GzipDecoderState.SWALLOW_DATA
+                if previous_state == GzipDecoderState.OTHER_MEMBERS:
+                    # Allow trailing garbage acceptable in other gzip clients
+                    return bytes(ret)
+                raise
+            data = self._obj.unused_data
+            if not data:
+                return bytes(ret)
+            self._state = GzipDecoderState.OTHER_MEMBERS
+            self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
+
+
+if brotli is not None:
+
+    class BrotliDecoder(object):
+        # Supports both 'brotlipy' and 'Brotli' packages
+        # since they share an import name. The top branches
+        # are for 'brotlipy' and bottom branches for 'Brotli'
+        def __init__(self):
+            self._obj = brotli.Decompressor()
+            if hasattr(self._obj, "decompress"):
+                self.decompress = self._obj.decompress
+            else:
+                self.decompress = self._obj.process
+
+        def flush(self):
+            if hasattr(self._obj, "flush"):
+                return self._obj.flush()
+            return b""
+
+
+class MultiDecoder(object):
+    """
+    From RFC7231:
+        If one or more encodings have been applied to a representation, the
+        sender that applied the encodings MUST generate a Content-Encoding
+        header field that lists the content codings in the order in which
+        they were applied.
+    """
+
+    def __init__(self, modes):
+        self._decoders = [_get_decoder(m.strip()) for m in modes.split(",")]
+
+    def flush(self):
+        return self._decoders[0].flush()
+
+    def decompress(self, data):
+        for d in reversed(self._decoders):
+            data = d.decompress(data)
+        return data
+
+
+def _get_decoder(mode):
+    if "," in mode:
+        return MultiDecoder(mode)
+
+    if mode == "gzip":
+        return GzipDecoder()
+
+    if brotli is not None and mode == "br":
+        return BrotliDecoder()
+
+    return DeflateDecoder()
+
+
+class HTTPResponse(io.IOBase):
+    """
+    HTTP Response container.
+
+    Backwards-compatible with :class:`http.client.HTTPResponse` but the response ``body`` is
+    loaded and decoded on-demand when the ``data`` property is accessed.  This
+    class is also compatible with the Python standard library's :mod:`io`
+    module, and can hence be treated as a readable object in the context of that
+    framework.
+
+    Extra parameters for behaviour not present in :class:`http.client.HTTPResponse`:
+
+    :param preload_content:
+        If True, the response's body will be preloaded during construction.
+
+    :param decode_content:
+        If True, will attempt to decode the body based on the
+        'content-encoding' header.
+
+    :param original_response:
+        When this HTTPResponse wrapper is generated from an :class:`http.client.HTTPResponse`
+        object, it's convenient to include the original for debug purposes. It's
+        otherwise unused.
+
+    :param retries:
+        The retries contains the last :class:`~urllib3.util.retry.Retry` that
+        was used during the request.
+
+    :param enforce_content_length:
+        Enforce content length checking. Body returned by server must match
+        value of Content-Length header, if present. Otherwise, raise error.
+    """
+
+    CONTENT_DECODERS = ["gzip", "deflate"]
+    if brotli is not None:
+        CONTENT_DECODERS += ["br"]
+    REDIRECT_STATUSES = [301, 302, 303, 307, 308]
+
+    def __init__(
+        self,
+        body="",
+        headers=None,
+        status=0,
+        version=0,
+        reason=None,
+        strict=0,
+        preload_content=True,
+        decode_content=True,
+        original_response=None,
+        pool=None,
+        connection=None,
+        msg=None,
+        retries=None,
+        enforce_content_length=False,
+        request_method=None,
+        request_url=None,
+        auto_close=True,
+    ):
+
+        if isinstance(headers, HTTPHeaderDict):
+            self.headers = headers
+        else:
+            self.headers = HTTPHeaderDict(headers)
+        self.status = status
+        self.version = version
+        self.reason = reason
+        self.strict = strict
+        self.decode_content = decode_content
+        self.retries = retries
+        self.enforce_content_length = enforce_content_length
+        self.auto_close = auto_close
+
+        self._decoder = None
+        self._body = None
+        self._fp = None
+        self._original_response = original_response
+        self._fp_bytes_read = 0
+        self.msg = msg
+        self._request_url = request_url
+
+        if body and isinstance(body, (six.string_types, bytes)):
+            self._body = body
+
+        self._pool = pool
+        self._connection = connection
+
+        if hasattr(body, "read"):
+            self._fp = body
+
+        # Are we using the chunked-style of transfer encoding?
+        self.chunked = False
+        self.chunk_left = None
+        tr_enc = self.headers.get("transfer-encoding", "").lower()
+        # Don't incur the penalty of creating a list and then discarding it
+        encodings = (enc.strip() for enc in tr_enc.split(","))
+        if "chunked" in encodings:
+            self.chunked = True
+
+        # Determine length of response
+        self.length_remaining = self._init_length(request_method)
+
+        # If requested, preload the body.
+        if preload_content and not self._body:
+            self._body = self.read(decode_content=decode_content)
+
+    def get_redirect_location(self):
+        """
+        Should we redirect and where to?
+
+        :returns: Truthy redirect location string if we got a redirect status
+            code and valid location. ``None`` if redirect status and no
+            location. ``False`` if not a redirect status code.
+        """
+        if self.status in self.REDIRECT_STATUSES:
+            return self.headers.get("location")
+
+        return False
+
+    def release_conn(self):
+        if not self._pool or not self._connection:
+            return
+
+        self._pool._put_conn(self._connection)
+        self._connection = None
+
+    def drain_conn(self):
+        """
+        Read and discard any remaining HTTP response data in the response connection.
+
+        Unread data in the HTTPResponse connection blocks the connection from being released back to the pool.
+        """
+        try:
+            self.read()
+        except (HTTPError, SocketError, BaseSSLError, HTTPException):
+            pass
+
+    @property
+    def data(self):
+        # For backwards-compat with earlier urllib3 0.4 and earlier.
+        if self._body:
+            return self._body
+
+        if self._fp:
+            return self.read(cache_content=True)
+
+    @property
+    def connection(self):
+        return self._connection
+
+    def isclosed(self):
+        return is_fp_closed(self._fp)
+
+    def tell(self):
+        """
+        Obtain the number of bytes pulled over the wire so far. May differ from
+        the amount of content returned by :meth:``urllib3.response.HTTPResponse.read``
+        if bytes are encoded on the wire (e.g, compressed).
+        """
+        return self._fp_bytes_read
+
+    def _init_length(self, request_method):
+        """
+        Set initial length value for Response content if available.
+        """
+        length = self.headers.get("content-length")
+
+        if length is not None:
+            if self.chunked:
+                # This Response will fail with an IncompleteRead if it can't be
+                # received as chunked. This method falls back to attempt reading
+                # the response before raising an exception.
+                log.warning(
+                    "Received response with both Content-Length and "
+                    "Transfer-Encoding set. This is expressly forbidden "
+                    "by RFC 7230 sec 3.3.2. Ignoring Content-Length and "
+                    "attempting to process response as Transfer-Encoding: "
+                    "chunked."
+                )
+                return None
+
+            try:
+                # RFC 7230 section 3.3.2 specifies multiple content lengths can
+                # be sent in a single Content-Length header
+                # (e.g. Content-Length: 42, 42). This line ensures the values
+                # are all valid ints and that as long as the `set` length is 1,
+                # all values are the same. Otherwise, the header is invalid.
+                lengths = set([int(val) for val in length.split(",")])
+                if len(lengths) > 1:
+                    raise InvalidHeader(
+                        "Content-Length contained multiple "
+                        "unmatching values (%s)" % length
+                    )
+                length = lengths.pop()
+            except ValueError:
+                length = None
+            else:
+                if length < 0:
+                    length = None
+
+        # Convert status to int for comparison
+        # In some cases, httplib returns a status of "_UNKNOWN"
+        try:
+            status = int(self.status)
+        except ValueError:
+            status = 0
+
+        # Check for responses that shouldn't include a body
+        if status in (204, 304) or 100 <= status < 200 or request_method == "HEAD":
+            length = 0
+
+        return length
+
+    def _init_decoder(self):
+        """
+        Set-up the _decoder attribute if necessary.
+        """
+        # Note: content-encoding value should be case-insensitive, per RFC 7230
+        # Section 3.2
+        content_encoding = self.headers.get("content-encoding", "").lower()
+        if self._decoder is None:
+            if content_encoding in self.CONTENT_DECODERS:
+                self._decoder = _get_decoder(content_encoding)
+            elif "," in content_encoding:
+                encodings = [
+                    e.strip()
+                    for e in content_encoding.split(",")
+                    if e.strip() in self.CONTENT_DECODERS
+                ]
+                if len(encodings):
+                    self._decoder = _get_decoder(content_encoding)
+
+    DECODER_ERROR_CLASSES = (IOError, zlib.error)
+    if brotli is not None:
+        DECODER_ERROR_CLASSES += (brotli.error,)
+
+    def _decode(self, data, decode_content, flush_decoder):
+        """
+        Decode the data passed in and potentially flush the decoder.
+        """
+        if not decode_content:
+            return data
+
+        try:
+            if self._decoder:
+                data = self._decoder.decompress(data)
+        except self.DECODER_ERROR_CLASSES as e:
+            content_encoding = self.headers.get("content-encoding", "").lower()
+            raise DecodeError(
+                "Received response with content-encoding: %s, but "
+                "failed to decode it." % content_encoding,
+                e,
+            )
+        if flush_decoder:
+            data += self._flush_decoder()
+
+        return data
+
+    def _flush_decoder(self):
+        """
+        Flushes the decoder. Should only be called if the decoder is actually
+        being used.
+        """
+        if self._decoder:
+            buf = self._decoder.decompress(b"")
+            return buf + self._decoder.flush()
+
+        return b""
+
+    @contextmanager
+    def _error_catcher(self):
+        """
+        Catch low-level python exceptions, instead re-raising urllib3
+        variants, so that low-level exceptions are not leaked in the
+        high-level api.
+
+        On exit, release the connection back to the pool.
+        """
+        clean_exit = False
+
+        try:
+            try:
+                yield
+
+            except SocketTimeout:
+                # FIXME: Ideally we'd like to include the url in the ReadTimeoutError but
+                # there is yet no clean way to get at it from this context.
+                raise ReadTimeoutError(self._pool, None, "Read timed out.")
+
+            except BaseSSLError as e:
+                # FIXME: Is there a better way to differentiate between SSLErrors?
+                if "read operation timed out" not in str(e):
+                    # SSL errors related to framing/MAC get wrapped and reraised here
+                    raise SSLError(e)
+
+                raise ReadTimeoutError(self._pool, None, "Read timed out.")
+
+            except (HTTPException, SocketError) as e:
+                # This includes IncompleteRead.
+                raise ProtocolError("Connection broken: %r" % e, e)
+
+            # If no exception is thrown, we should avoid cleaning up
+            # unnecessarily.
+            clean_exit = True
+        finally:
+            # If we didn't terminate cleanly, we need to throw away our
+            # connection.
+            if not clean_exit:
+                # The response may not be closed but we're not going to use it
+                # anymore so close it now to ensure that the connection is
+                # released back to the pool.
+                if self._original_response:
+                    self._original_response.close()
+
+                # Closing the response may not actually be sufficient to close
+                # everything, so if we have a hold of the connection close that
+                # too.
+                if self._connection:
+                    self._connection.close()
+
+            # If we hold the original response but it's closed now, we should
+            # return the connection back to the pool.
+            if self._original_response and self._original_response.isclosed():
+                self.release_conn()
+
+    def _fp_read(self, amt):
+        """
+        Read a response with the thought that reading the number of bytes
+        larger than can fit in a 32-bit int at a time via SSL in some
+        known cases leads to an overflow error that has to be prevented
+        if `amt` or `self.length_remaining` indicate that a problem may
+        happen.
+
+        The known cases:
+          * 3.8 <= CPython < 3.9.7 because of a bug
+            https://github.com/urllib3/urllib3/issues/2513#issuecomment-1152559900.
+          * urllib3 injected with pyOpenSSL-backed SSL-support.
+          * CPython < 3.10 only when `amt` does not fit 32-bit int.
+        """
+        assert self._fp
+        c_int_max = 2 ** 31 - 1
+        if (
+            (
+                (amt and amt > c_int_max)
+                or (self.length_remaining and self.length_remaining > c_int_max)
+            )
+            and not util.IS_SECURETRANSPORT
+            and (util.IS_PYOPENSSL or sys.version_info < (3, 10))
+        ):
+            buffer = io.BytesIO()
+            # Besides `max_chunk_amt` being a maximum chunk size, it
+            # affects memory overhead of reading a response by this
+            # method in CPython.
+            # `c_int_max` equal to 2 GiB - 1 byte is the actual maximum
+            # chunk size that does not lead to an overflow error, but
+            # 256 MiB is a compromise.
+            max_chunk_amt = 2 ** 28
+            while amt is None or amt != 0:
+                if amt is not None:
+                    chunk_amt = min(amt, max_chunk_amt)
+                    amt -= chunk_amt
+                else:
+                    chunk_amt = max_chunk_amt
+                data = self._fp.read(chunk_amt)
+                if not data:
+                    break
+                buffer.write(data)
+                del data  # to reduce peak memory usage by `max_chunk_amt`.
+            return buffer.getvalue()
+        else:
+            # StringIO doesn't like amt=None
+            return self._fp.read(amt) if amt is not None else self._fp.read()
+
+    def read(self, amt=None, decode_content=None, cache_content=False):
+        """
+        Similar to :meth:`http.client.HTTPResponse.read`, but with two additional
+        parameters: ``decode_content`` and ``cache_content``.
+
+        :param amt:
+            How much of the content to read. If specified, caching is skipped
+            because it doesn't make sense to cache partial content as the full
+            response.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+
+        :param cache_content:
+            If True, will save the returned data such that the same result is
+            returned despite of the state of the underlying file object. This
+            is useful if you want the ``.data`` property to continue working
+            after having ``.read()`` the file object. (Overridden if ``amt`` is
+            set.)
+        """
+        self._init_decoder()
+        if decode_content is None:
+            decode_content = self.decode_content
+
+        if self._fp is None:
+            return
+
+        flush_decoder = False
+        fp_closed = getattr(self._fp, "closed", False)
+
+        with self._error_catcher():
+            data = self._fp_read(amt) if not fp_closed else b""
+            if amt is None:
+                flush_decoder = True
+            else:
+                cache_content = False
+                if (
+                    amt != 0 and not data
+                ):  # Platform-specific: Buggy versions of Python.
+                    # Close the connection when no data is returned
+                    #
+                    # This is redundant to what httplib/http.client _should_
+                    # already do.  However, versions of python released before
+                    # December 15, 2012 (http://bugs.python.org/issue16298) do
+                    # not properly close the connection in all cases. There is
+                    # no harm in redundantly calling close.
+                    self._fp.close()
+                    flush_decoder = True
+                    if self.enforce_content_length and self.length_remaining not in (
+                        0,
+                        None,
+                    ):
+                        # This is an edge case that httplib failed to cover due
+                        # to concerns of backward compatibility. We're
+                        # addressing it here to make sure IncompleteRead is
+                        # raised during streaming, so all calls with incorrect
+                        # Content-Length are caught.
+                        raise IncompleteRead(self._fp_bytes_read, self.length_remaining)
+
+        if data:
+            self._fp_bytes_read += len(data)
+            if self.length_remaining is not None:
+                self.length_remaining -= len(data)
+
+            data = self._decode(data, decode_content, flush_decoder)
+
+            if cache_content:
+                self._body = data
+
+        return data
+
+    def stream(self, amt=2 ** 16, decode_content=None):
+        """
+        A generator wrapper for the read() method. A call will block until
+        ``amt`` bytes have been read from the connection or until the
+        connection is closed.
+
+        :param amt:
+            How much of the content to read. The generator will return up to
+            much data per iteration, but may return less. This is particularly
+            likely when using compressed data. However, the empty string will
+            never be returned.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+        """
+        if self.chunked and self.supports_chunked_reads():
+            for line in self.read_chunked(amt, decode_content=decode_content):
+                yield line
+        else:
+            while not is_fp_closed(self._fp):
+                data = self.read(amt=amt, decode_content=decode_content)
+
+                if data:
+                    yield data
+
+    @classmethod
+    def from_httplib(ResponseCls, r, **response_kw):
+        """
+        Given an :class:`http.client.HTTPResponse` instance ``r``, return a
+        corresponding :class:`urllib3.response.HTTPResponse` object.
+
+        Remaining parameters are passed to the HTTPResponse constructor, along
+        with ``original_response=r``.
+        """
+        headers = r.msg
+
+        if not isinstance(headers, HTTPHeaderDict):
+            if six.PY2:
+                # Python 2.7
+                headers = HTTPHeaderDict.from_httplib(headers)
+            else:
+                headers = HTTPHeaderDict(headers.items())
+
+        # HTTPResponse objects in Python 3 don't have a .strict attribute
+        strict = getattr(r, "strict", 0)
+        resp = ResponseCls(
+            body=r,
+            headers=headers,
+            status=r.status,
+            version=r.version,
+            reason=r.reason,
+            strict=strict,
+            original_response=r,
+            **response_kw
+        )
+        return resp
+
+    # Backwards-compatibility methods for http.client.HTTPResponse
+    def getheaders(self):
+        return self.headers
+
+    def getheader(self, name, default=None):
+        return self.headers.get(name, default)
+
+    # Backwards compatibility for http.cookiejar
+    def info(self):
+        return self.headers
+
+    # Overrides from io.IOBase
+    def close(self):
+        if not self.closed:
+            self._fp.close()
+
+        if self._connection:
+            self._connection.close()
+
+        if not self.auto_close:
+            io.IOBase.close(self)
+
+    @property
+    def closed(self):
+        if not self.auto_close:
+            return io.IOBase.closed.__get__(self)
+        elif self._fp is None:
+            return True
+        elif hasattr(self._fp, "isclosed"):
+            return self._fp.isclosed()
+        elif hasattr(self._fp, "closed"):
+            return self._fp.closed
+        else:
+            return True
+
+    def fileno(self):
+        if self._fp is None:
+            raise IOError("HTTPResponse has no file to get a fileno from")
+        elif hasattr(self._fp, "fileno"):
+            return self._fp.fileno()
+        else:
+            raise IOError(
+                "The file-like object this HTTPResponse is wrapped "
+                "around has no file descriptor"
+            )
+
+    def flush(self):
+        if (
+            self._fp is not None
+            and hasattr(self._fp, "flush")
+            and not getattr(self._fp, "closed", False)
+        ):
+            return self._fp.flush()
+
+    def readable(self):
+        # This method is required for `io` module compatibility.
+        return True
+
+    def readinto(self, b):
+        # This method is required for `io` module compatibility.
+        temp = self.read(len(b))
+        if len(temp) == 0:
+            return 0
+        else:
+            b[: len(temp)] = temp
+            return len(temp)
+
+    def supports_chunked_reads(self):
+        """
+        Checks if the underlying file-like object looks like a
+        :class:`http.client.HTTPResponse` object. We do this by testing for
+        the fp attribute. If it is present we assume it returns raw chunks as
+        processed by read_chunked().
+        """
+        return hasattr(self._fp, "fp")
+
+    def _update_chunk_length(self):
+        # First, we'll figure out length of a chunk and then
+        # we'll try to read it from socket.
+        if self.chunk_left is not None:
+            return
+        line = self._fp.fp.readline()
+        line = line.split(b";", 1)[0]
+        try:
+            self.chunk_left = int(line, 16)
+        except ValueError:
+            # Invalid chunked protocol response, abort.
+            self.close()
+            raise InvalidChunkLength(self, line)
+
+    def _handle_chunk(self, amt):
+        returned_chunk = None
+        if amt is None:
+            chunk = self._fp._safe_read(self.chunk_left)
+            returned_chunk = chunk
+            self._fp._safe_read(2)  # Toss the CRLF at the end of the chunk.
+            self.chunk_left = None
+        elif amt < self.chunk_left:
+            value = self._fp._safe_read(amt)
+            self.chunk_left = self.chunk_left - amt
+            returned_chunk = value
+        elif amt == self.chunk_left:
+            value = self._fp._safe_read(amt)
+            self._fp._safe_read(2)  # Toss the CRLF at the end of the chunk.
+            self.chunk_left = None
+            returned_chunk = value
+        else:  # amt > self.chunk_left
+            returned_chunk = self._fp._safe_read(self.chunk_left)
+            self._fp._safe_read(2)  # Toss the CRLF at the end of the chunk.
+            self.chunk_left = None
+        return returned_chunk
+
+    def read_chunked(self, amt=None, decode_content=None):
+        """
+        Similar to :meth:`HTTPResponse.read`, but with an additional
+        parameter: ``decode_content``.
+
+        :param amt:
+            How much of the content to read. If specified, caching is skipped
+            because it doesn't make sense to cache partial content as the full
+            response.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+        """
+        self._init_decoder()
+        # FIXME: Rewrite this method and make it a class with a better structured logic.
+        if not self.chunked:
+            raise ResponseNotChunked(
+                "Response is not chunked. "
+                "Header 'transfer-encoding: chunked' is missing."
+            )
+        if not self.supports_chunked_reads():
+            raise BodyNotHttplibCompatible(
+                "Body should be http.client.HTTPResponse like. "
+                "It should have have an fp attribute which returns raw chunks."
+            )
+
+        with self._error_catcher():
+            # Don't bother reading the body of a HEAD request.
+            if self._original_response and is_response_to_head(self._original_response):
+                self._original_response.close()
+                return
+
+            # If a response is already read and closed
+            # then return immediately.
+            if self._fp.fp is None:
+                return
+
+            while True:
+                self._update_chunk_length()
+                if self.chunk_left == 0:
+                    break
+                chunk = self._handle_chunk(amt)
+                decoded = self._decode(
+                    chunk, decode_content=decode_content, flush_decoder=False
+                )
+                if decoded:
+                    yield decoded
+
+            if decode_content:
+                # On CPython and PyPy, we should never need to flush the
+                # decoder. However, on Jython we *might* need to, so
+                # lets defensively do it anyway.
+                decoded = self._flush_decoder()
+                if decoded:  # Platform-specific: Jython.
+                    yield decoded
+
+            # Chunk content ends with \r\n: discard it.
+            while True:
+                line = self._fp.fp.readline()
+                if not line:
+                    # Some sites may not end with '\r\n'.
+                    break
+                if line == b"\r\n":
+                    break
+
+            # We read everything; close the "file".
+            if self._original_response:
+                self._original_response.close()
+
+    def geturl(self):
+        """
+        Returns the URL that was the source of this response.
+        If the request that generated this response redirected, this method
+        will return the final redirect location.
+        """
+        if self.retries is not None and len(self.retries.history):
+            return self.retries.history[-1].redirect_location
+        else:
+            return self._request_url
+
+    def __iter__(self):
+        buffer = []
+        for chunk in self.stream(decode_content=True):
+            if b"\n" in chunk:
+                chunk = chunk.split(b"\n")
+                yield b"".join(buffer) + chunk[0] + b"\n"
+                for x in chunk[1:-1]:
+                    yield x + b"\n"
+                if chunk[-1]:
+                    buffer = [chunk[-1]]
+                else:
+                    buffer = []
+            else:
+                buffer.append(chunk)
+        if buffer:
+            yield b"".join(buffer)
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+++ b/venv/lib/python3.8/site-packages/urllib3/util/queue.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/9d/18/17/f3f797fbf564bf1a17d3de905a8cfc3ecd101d4004c482c263fecf9dc3
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/urllib3/util/request.py b/venv/lib/python3.8/site-packages/urllib3/util/request.py
new file mode 120000
index 0000000..46d0ce6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/util/request.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7d/68/80/69af29c1d2cb22aa132c1c420b67b879df349aecca5377b71d6593cc54
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/urllib3/util/response.py b/venv/lib/python3.8/site-packages/urllib3/util/response.py
new file mode 120000
index 0000000..d449adf
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/util/response.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/18/9a/60/dc4822f6a6895d1c01879c2ff8c36e4566a7e4122ee34a117a8c563f6f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/urllib3/util/retry.py b/venv/lib/python3.8/site-packages/urllib3/util/retry.py
new file mode 120000
index 0000000..13be88e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/util/retry.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/88/44/a0/d8fbd588d7570516383292f887492ac0e3a41e4c662e7d649211473d4f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/urllib3/util/ssl_.py b/venv/lib/python3.8/site-packages/urllib3/util/ssl_.py
new file mode 120000
index 0000000..9932be8
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/util/ssl_.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/73/4b/18/8920badbbdabeae3e4c50a68e6b60f3fd402d5e47aa08ef4d38818a99a
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/urllib3/util/ssl_match_hostname.py b/venv/lib/python3.8/site-packages/urllib3/util/ssl_match_hostname.py
new file mode 120000
index 0000000..8f128bb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/util/ssl_match_hostname.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/22/be/1c/65512398093c8140081d64a2ef0b4e3bcdd4098001636c450f5425fd60
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/urllib3/util/ssltransport.py b/venv/lib/python3.8/site-packages/urllib3/util/ssltransport.py
new file mode 120000
index 0000000..eb9bd2f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/util/ssltransport.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/34/0f/ae/e6b313ac3143142f10cd129410a306d39eb584e0f8a814ebdd9e29bfa1
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/urllib3/util/timeout.py b/venv/lib/python3.8/site-packages/urllib3/util/timeout.py
new file mode 120000
index 0000000..8793df6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/util/timeout.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/41/26/c1/50d381f7287a0270e7eb54ab2d0d21839a33d08f7eb97106f75009b888
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/urllib3/util/url.py b/venv/lib/python3.8/site-packages/urllib3/util/url.py
new file mode 100644
index 0000000..b667c16
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/util/url.py
@@ -0,0 +1,435 @@
+from __future__ import absolute_import
+
+import re
+from collections import namedtuple
+
+from ..exceptions import LocationParseError
+from ..packages import six
+
+url_attrs = ["scheme", "auth", "host", "port", "path", "query", "fragment"]
+
+# We only want to normalize urls with an HTTP(S) scheme.
+# urllib3 infers URLs without a scheme (None) to be http.
+NORMALIZABLE_SCHEMES = ("http", "https", None)
+
+# Almost all of these patterns were derived from the
+# 'rfc3986' module: https://github.com/python-hyper/rfc3986
+PERCENT_RE = re.compile(r"%[a-fA-F0-9]{2}")
+SCHEME_RE = re.compile(r"^(?:[a-zA-Z][a-zA-Z0-9+-]*:|/)")
+URI_RE = re.compile(
+    r"^(?:([a-zA-Z][a-zA-Z0-9+.-]*):)?"
+    r"(?://([^\\/?#]*))?"
+    r"([^?#]*)"
+    r"(?:\?([^#]*))?"
+    r"(?:#(.*))?$",
+    re.UNICODE | re.DOTALL,
+)
+
+IPV4_PAT = r"(?:[0-9]{1,3}\.){3}[0-9]{1,3}"
+HEX_PAT = "[0-9A-Fa-f]{1,4}"
+LS32_PAT = "(?:{hex}:{hex}|{ipv4})".format(hex=HEX_PAT, ipv4=IPV4_PAT)
+_subs = {"hex": HEX_PAT, "ls32": LS32_PAT}
+_variations = [
+    #                            6( h16 ":" ) ls32
+    "(?:%(hex)s:){6}%(ls32)s",
+    #                       "::" 5( h16 ":" ) ls32
+    "::(?:%(hex)s:){5}%(ls32)s",
+    # [               h16 ] "::" 4( h16 ":" ) ls32
+    "(?:%(hex)s)?::(?:%(hex)s:){4}%(ls32)s",
+    # [ *1( h16 ":" ) h16 ] "::" 3( h16 ":" ) ls32
+    "(?:(?:%(hex)s:)?%(hex)s)?::(?:%(hex)s:){3}%(ls32)s",
+    # [ *2( h16 ":" ) h16 ] "::" 2( h16 ":" ) ls32
+    "(?:(?:%(hex)s:){0,2}%(hex)s)?::(?:%(hex)s:){2}%(ls32)s",
+    # [ *3( h16 ":" ) h16 ] "::"    h16 ":"   ls32
+    "(?:(?:%(hex)s:){0,3}%(hex)s)?::%(hex)s:%(ls32)s",
+    # [ *4( h16 ":" ) h16 ] "::"              ls32
+    "(?:(?:%(hex)s:){0,4}%(hex)s)?::%(ls32)s",
+    # [ *5( h16 ":" ) h16 ] "::"              h16
+    "(?:(?:%(hex)s:){0,5}%(hex)s)?::%(hex)s",
+    # [ *6( h16 ":" ) h16 ] "::"
+    "(?:(?:%(hex)s:){0,6}%(hex)s)?::",
+]
+
+UNRESERVED_PAT = r"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._!\-~"
+IPV6_PAT = "(?:" + "|".join([x % _subs for x in _variations]) + ")"
+ZONE_ID_PAT = "(?:%25|%)(?:[" + UNRESERVED_PAT + "]|%[a-fA-F0-9]{2})+"
+IPV6_ADDRZ_PAT = r"\[" + IPV6_PAT + r"(?:" + ZONE_ID_PAT + r")?\]"
+REG_NAME_PAT = r"(?:[^\[\]%:/?#]|%[a-fA-F0-9]{2})*"
+TARGET_RE = re.compile(r"^(/[^?#]*)(?:\?([^#]*))?(?:#.*)?$")
+
+IPV4_RE = re.compile("^" + IPV4_PAT + "$")
+IPV6_RE = re.compile("^" + IPV6_PAT + "$")
+IPV6_ADDRZ_RE = re.compile("^" + IPV6_ADDRZ_PAT + "$")
+BRACELESS_IPV6_ADDRZ_RE = re.compile("^" + IPV6_ADDRZ_PAT[2:-2] + "$")
+ZONE_ID_RE = re.compile("(" + ZONE_ID_PAT + r")\]$")
+
+_HOST_PORT_PAT = ("^(%s|%s|%s)(?::([0-9]{0,5}))?$") % (
+    REG_NAME_PAT,
+    IPV4_PAT,
+    IPV6_ADDRZ_PAT,
+)
+_HOST_PORT_RE = re.compile(_HOST_PORT_PAT, re.UNICODE | re.DOTALL)
+
+UNRESERVED_CHARS = set(
+    "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._-~"
+)
+SUB_DELIM_CHARS = set("!$&'()*+,;=")
+USERINFO_CHARS = UNRESERVED_CHARS | SUB_DELIM_CHARS | {":"}
+PATH_CHARS = USERINFO_CHARS | {"@", "/"}
+QUERY_CHARS = FRAGMENT_CHARS = PATH_CHARS | {"?"}
+
+
+class Url(namedtuple("Url", url_attrs)):
+    """
+    Data structure for representing an HTTP URL. Used as a return value for
+    :func:`parse_url`. Both the scheme and host are normalized as they are
+    both case-insensitive according to RFC 3986.
+    """
+
+    __slots__ = ()
+
+    def __new__(
+        cls,
+        scheme=None,
+        auth=None,
+        host=None,
+        port=None,
+        path=None,
+        query=None,
+        fragment=None,
+    ):
+        if path and not path.startswith("/"):
+            path = "/" + path
+        if scheme is not None:
+            scheme = scheme.lower()
+        return super(Url, cls).__new__(
+            cls, scheme, auth, host, port, path, query, fragment
+        )
+
+    @property
+    def hostname(self):
+        """For backwards-compatibility with urlparse. We're nice like that."""
+        return self.host
+
+    @property
+    def request_uri(self):
+        """Absolute path including the query string."""
+        uri = self.path or "/"
+
+        if self.query is not None:
+            uri += "?" + self.query
+
+        return uri
+
+    @property
+    def netloc(self):
+        """Network location including host and port"""
+        if self.port:
+            return "%s:%d" % (self.host, self.port)
+        return self.host
+
+    @property
+    def url(self):
+        """
+        Convert self into a url
+
+        This function should more or less round-trip with :func:`.parse_url`. The
+        returned url may not be exactly the same as the url inputted to
+        :func:`.parse_url`, but it should be equivalent by the RFC (e.g., urls
+        with a blank port will have : removed).
+
+        Example: ::
+
+            >>> U = parse_url('http://google.com/mail/')
+            >>> U.url
+            'http://google.com/mail/'
+            >>> Url('http', 'username:password', 'host.com', 80,
+            ... '/path', 'query', 'fragment').url
+            'http://username:password@host.com:80/path?query#fragment'
+        """
+        scheme, auth, host, port, path, query, fragment = self
+        url = u""
+
+        # We use "is not None" we want things to happen with empty strings (or 0 port)
+        if scheme is not None:
+            url += scheme + u"://"
+        if auth is not None:
+            url += auth + u"@"
+        if host is not None:
+            url += host
+        if port is not None:
+            url += u":" + str(port)
+        if path is not None:
+            url += path
+        if query is not None:
+            url += u"?" + query
+        if fragment is not None:
+            url += u"#" + fragment
+
+        return url
+
+    def __str__(self):
+        return self.url
+
+
+def split_first(s, delims):
+    """
+    .. deprecated:: 1.25
+
+    Given a string and an iterable of delimiters, split on the first found
+    delimiter. Return two split parts and the matched delimiter.
+
+    If not found, then the first part is the full input string.
+
+    Example::
+
+        >>> split_first('foo/bar?baz', '?/=')
+        ('foo', 'bar?baz', '/')
+        >>> split_first('foo/bar?baz', '123')
+        ('foo/bar?baz', '', None)
+
+    Scales linearly with number of delims. Not ideal for large number of delims.
+    """
+    min_idx = None
+    min_delim = None
+    for d in delims:
+        idx = s.find(d)
+        if idx < 0:
+            continue
+
+        if min_idx is None or idx < min_idx:
+            min_idx = idx
+            min_delim = d
+
+    if min_idx is None or min_idx < 0:
+        return s, "", None
+
+    return s[:min_idx], s[min_idx + 1 :], min_delim
+
+
+def _encode_invalid_chars(component, allowed_chars, encoding="utf-8"):
+    """Percent-encodes a URI component without reapplying
+    onto an already percent-encoded component.
+    """
+    if component is None:
+        return component
+
+    component = six.ensure_text(component)
+
+    # Normalize existing percent-encoded bytes.
+    # Try to see if the component we're encoding is already percent-encoded
+    # so we can skip all '%' characters but still encode all others.
+    component, percent_encodings = PERCENT_RE.subn(
+        lambda match: match.group(0).upper(), component
+    )
+
+    uri_bytes = component.encode("utf-8", "surrogatepass")
+    is_percent_encoded = percent_encodings == uri_bytes.count(b"%")
+    encoded_component = bytearray()
+
+    for i in range(0, len(uri_bytes)):
+        # Will return a single character bytestring on both Python 2 & 3
+        byte = uri_bytes[i : i + 1]
+        byte_ord = ord(byte)
+        if (is_percent_encoded and byte == b"%") or (
+            byte_ord < 128 and byte.decode() in allowed_chars
+        ):
+            encoded_component += byte
+            continue
+        encoded_component.extend(b"%" + (hex(byte_ord)[2:].encode().zfill(2).upper()))
+
+    return encoded_component.decode(encoding)
+
+
+def _remove_path_dot_segments(path):
+    # See http://tools.ietf.org/html/rfc3986#section-5.2.4 for pseudo-code
+    segments = path.split("/")  # Turn the path into a list of segments
+    output = []  # Initialize the variable to use to store output
+
+    for segment in segments:
+        # '.' is the current directory, so ignore it, it is superfluous
+        if segment == ".":
+            continue
+        # Anything other than '..', should be appended to the output
+        elif segment != "..":
+            output.append(segment)
+        # In this case segment == '..', if we can, we should pop the last
+        # element
+        elif output:
+            output.pop()
+
+    # If the path starts with '/' and the output is empty or the first string
+    # is non-empty
+    if path.startswith("/") and (not output or output[0]):
+        output.insert(0, "")
+
+    # If the path starts with '/.' or '/..' ensure we add one more empty
+    # string to add a trailing '/'
+    if path.endswith(("/.", "/..")):
+        output.append("")
+
+    return "/".join(output)
+
+
+def _normalize_host(host, scheme):
+    if host:
+        if isinstance(host, six.binary_type):
+            host = six.ensure_str(host)
+
+        if scheme in NORMALIZABLE_SCHEMES:
+            is_ipv6 = IPV6_ADDRZ_RE.match(host)
+            if is_ipv6:
+                # IPv6 hosts of the form 'a::b%zone' are encoded in a URL as
+                # such per RFC 6874: 'a::b%25zone'. Unquote the ZoneID
+                # separator as necessary to return a valid RFC 4007 scoped IP.
+                match = ZONE_ID_RE.search(host)
+                if match:
+                    start, end = match.span(1)
+                    zone_id = host[start:end]
+
+                    if zone_id.startswith("%25") and zone_id != "%25":
+                        zone_id = zone_id[3:]
+                    else:
+                        zone_id = zone_id[1:]
+                    zone_id = "%" + _encode_invalid_chars(zone_id, UNRESERVED_CHARS)
+                    return host[:start].lower() + zone_id + host[end:]
+                else:
+                    return host.lower()
+            elif not IPV4_RE.match(host):
+                return six.ensure_str(
+                    b".".join([_idna_encode(label) for label in host.split(".")])
+                )
+    return host
+
+
+def _idna_encode(name):
+    if name and any([ord(x) > 128 for x in name]):
+        try:
+            import idna
+        except ImportError:
+            six.raise_from(
+                LocationParseError("Unable to parse URL without the 'idna' module"),
+                None,
+            )
+        try:
+            return idna.encode(name.lower(), strict=True, std3_rules=True)
+        except idna.IDNAError:
+            six.raise_from(
+                LocationParseError(u"Name '%s' is not a valid IDNA label" % name), None
+            )
+    return name.lower().encode("ascii")
+
+
+def _encode_target(target):
+    """Percent-encodes a request target so that there are no invalid characters"""
+    path, query = TARGET_RE.match(target).groups()
+    target = _encode_invalid_chars(path, PATH_CHARS)
+    query = _encode_invalid_chars(query, QUERY_CHARS)
+    if query is not None:
+        target += "?" + query
+    return target
+
+
+def parse_url(url):
+    """
+    Given a url, return a parsed :class:`.Url` namedtuple. Best-effort is
+    performed to parse incomplete urls. Fields not provided will be None.
+    This parser is RFC 3986 and RFC 6874 compliant.
+
+    The parser logic and helper functions are based heavily on
+    work done in the ``rfc3986`` module.
+
+    :param str url: URL to parse into a :class:`.Url` namedtuple.
+
+    Partly backwards-compatible with :mod:`urlparse`.
+
+    Example::
+
+        >>> parse_url('http://google.com/mail/')
+        Url(scheme='http', host='google.com', port=None, path='/mail/', ...)
+        >>> parse_url('google.com:80')
+        Url(scheme=None, host='google.com', port=80, path=None, ...)
+        >>> parse_url('/foo?bar')
+        Url(scheme=None, host=None, port=None, path='/foo', query='bar', ...)
+    """
+    if not url:
+        # Empty
+        return Url()
+
+    source_url = url
+    if not SCHEME_RE.search(url):
+        url = "//" + url
+
+    try:
+        scheme, authority, path, query, fragment = URI_RE.match(url).groups()
+        normalize_uri = scheme is None or scheme.lower() in NORMALIZABLE_SCHEMES
+
+        if scheme:
+            scheme = scheme.lower()
+
+        if authority:
+            auth, _, host_port = authority.rpartition("@")
+            auth = auth or None
+            host, port = _HOST_PORT_RE.match(host_port).groups()
+            if auth and normalize_uri:
+                auth = _encode_invalid_chars(auth, USERINFO_CHARS)
+            if port == "":
+                port = None
+        else:
+            auth, host, port = None, None, None
+
+        if port is not None:
+            port = int(port)
+            if not (0 <= port <= 65535):
+                raise LocationParseError(url)
+
+        host = _normalize_host(host, scheme)
+
+        if normalize_uri and path:
+            path = _remove_path_dot_segments(path)
+            path = _encode_invalid_chars(path, PATH_CHARS)
+        if normalize_uri and query:
+            query = _encode_invalid_chars(query, QUERY_CHARS)
+        if normalize_uri and fragment:
+            fragment = _encode_invalid_chars(fragment, FRAGMENT_CHARS)
+
+    except (ValueError, AttributeError):
+        return six.raise_from(LocationParseError(source_url), None)
+
+    # For the sake of backwards compatibility we put empty
+    # string values for path if there are any defined values
+    # beyond the path in the URL.
+    # TODO: Remove this when we break backwards compatibility.
+    if not path:
+        if query is not None or fragment is not None:
+            path = ""
+        else:
+            path = None
+
+    # Ensure that each part of the URL is a `str` for
+    # backwards compatibility.
+    if isinstance(url, six.text_type):
+        ensure_func = six.ensure_text
+    else:
+        ensure_func = six.ensure_str
+
+    def ensure_type(x):
+        return x if x is None else ensure_func(x)
+
+    return Url(
+        scheme=ensure_type(scheme),
+        auth=ensure_type(auth),
+        host=ensure_type(host),
+        port=port,
+        path=ensure_type(path),
+        query=ensure_type(query),
+        fragment=ensure_type(fragment),
+    )
+
+
+def get_host(url):
+    """
+    Deprecated. Use :func:`parse_url` instead.
+    """
+    p = parse_url(url)
+    return p.scheme or "http", p.hostname, p.port
diff --git a/venv/lib/python3.8/site-packages/urllib3/util/wait.py b/venv/lib/python3.8/site-packages/urllib3/util/wait.py
new file mode 100644
index 0000000..21b4590
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/urllib3/util/wait.py
@@ -0,0 +1,152 @@
+import errno
+import select
+import sys
+from functools import partial
+
+try:
+    from time import monotonic
+except ImportError:
+    from time import time as monotonic
+
+__all__ = ["NoWayToWaitForSocketError", "wait_for_read", "wait_for_write"]
+
+
+class NoWayToWaitForSocketError(Exception):
+    pass
+
+
+# How should we wait on sockets?
+#
+# There are two types of APIs you can use for waiting on sockets: the fancy
+# modern stateful APIs like epoll/kqueue, and the older stateless APIs like
+# select/poll. The stateful APIs are more efficient when you have a lots of
+# sockets to keep track of, because you can set them up once and then use them
+# lots of times. But we only ever want to wait on a single socket at a time
+# and don't want to keep track of state, so the stateless APIs are actually
+# more efficient. So we want to use select() or poll().
+#
+# Now, how do we choose between select() and poll()? On traditional Unixes,
+# select() has a strange calling convention that makes it slow, or fail
+# altogether, for high-numbered file descriptors. The point of poll() is to fix
+# that, so on Unixes, we prefer poll().
+#
+# On Windows, there is no poll() (or at least Python doesn't provide a wrapper
+# for it), but that's OK, because on Windows, select() doesn't have this
+# strange calling convention; plain select() works fine.
+#
+# So: on Windows we use select(), and everywhere else we use poll(). We also
+# fall back to select() in case poll() is somehow broken or missing.
+
+if sys.version_info >= (3, 5):
+    # Modern Python, that retries syscalls by default
+    def _retry_on_intr(fn, timeout):
+        return fn(timeout)
+
+else:
+    # Old and broken Pythons.
+    def _retry_on_intr(fn, timeout):
+        if timeout is None:
+            deadline = float("inf")
+        else:
+            deadline = monotonic() + timeout
+
+        while True:
+            try:
+                return fn(timeout)
+            # OSError for 3 <= pyver < 3.5, select.error for pyver <= 2.7
+            except (OSError, select.error) as e:
+                # 'e.args[0]' incantation works for both OSError and select.error
+                if e.args[0] != errno.EINTR:
+                    raise
+                else:
+                    timeout = deadline - monotonic()
+                    if timeout < 0:
+                        timeout = 0
+                    if timeout == float("inf"):
+                        timeout = None
+                    continue
+
+
+def select_wait_for_socket(sock, read=False, write=False, timeout=None):
+    if not read and not write:
+        raise RuntimeError("must specify at least one of read=True, write=True")
+    rcheck = []
+    wcheck = []
+    if read:
+        rcheck.append(sock)
+    if write:
+        wcheck.append(sock)
+    # When doing a non-blocking connect, most systems signal success by
+    # marking the socket writable. Windows, though, signals success by marked
+    # it as "exceptional". We paper over the difference by checking the write
+    # sockets for both conditions. (The stdlib selectors module does the same
+    # thing.)
+    fn = partial(select.select, rcheck, wcheck, wcheck)
+    rready, wready, xready = _retry_on_intr(fn, timeout)
+    return bool(rready or wready or xready)
+
+
+def poll_wait_for_socket(sock, read=False, write=False, timeout=None):
+    if not read and not write:
+        raise RuntimeError("must specify at least one of read=True, write=True")
+    mask = 0
+    if read:
+        mask |= select.POLLIN
+    if write:
+        mask |= select.POLLOUT
+    poll_obj = select.poll()
+    poll_obj.register(sock, mask)
+
+    # For some reason, poll() takes timeout in milliseconds
+    def do_poll(t):
+        if t is not None:
+            t *= 1000
+        return poll_obj.poll(t)
+
+    return bool(_retry_on_intr(do_poll, timeout))
+
+
+def null_wait_for_socket(*args, **kwargs):
+    raise NoWayToWaitForSocketError("no select-equivalent available")
+
+
+def _have_working_poll():
+    # Apparently some systems have a select.poll that fails as soon as you try
+    # to use it, either due to strange configuration or broken monkeypatching
+    # from libraries like eventlet/greenlet.
+    try:
+        poll_obj = select.poll()
+        _retry_on_intr(poll_obj.poll, 0)
+    except (AttributeError, OSError):
+        return False
+    else:
+        return True
+
+
+def wait_for_socket(*args, **kwargs):
+    # We delay choosing which implementation to use until the first time we're
+    # called. We could do it at import time, but then we might make the wrong
+    # decision if someone goes wild with monkeypatching select.poll after
+    # we're imported.
+    global wait_for_socket
+    if _have_working_poll():
+        wait_for_socket = poll_wait_for_socket
+    elif hasattr(select, "select"):
+        wait_for_socket = select_wait_for_socket
+    else:  # Platform-specific: Appengine.
+        wait_for_socket = null_wait_for_socket
+    return wait_for_socket(*args, **kwargs)
+
+
+def wait_for_read(sock, timeout=None):
+    """Waits for reading to be available on a given socket.
+    Returns True if the socket is readable, or False if the timeout expired.
+    """
+    return wait_for_socket(sock, read=True, timeout=timeout)
+
+
+def wait_for_write(sock, timeout=None):
+    """Waits for writing to be available on a given socket.
+    Returns True if the socket is readable, or False if the timeout expired.
+    """
+    return wait_for_socket(sock, write=True, timeout=timeout)
diff --git a/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/LICENSE b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/LICENSE
new file mode 120000
index 0000000..c095c76
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/5c/15/91/9378c5b2aaab7b19cea70d8cdc75f76879e32454e4c0399f8b71d171e9
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/METADATA b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/METADATA
new file mode 100644
index 0000000..74d041e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/METADATA
@@ -0,0 +1,84 @@
+Metadata-Version: 2.1
+Name: virtualenv
+Version: 20.16.2
+Summary: Virtual Python Environment builder
+Home-page: https://virtualenv.pypa.io/
+Author: Bernat Gabor
+Author-email: gaborjbernat@gmail.com
+Maintainer: Bernat Gabor
+Maintainer-email: gaborjbernat@gmail.com
+License: MIT
+Project-URL: Source, https://github.com/pypa/virtualenv
+Project-URL: Tracker, https://github.com/pypa/virtualenv/issues
+Keywords: virtual,environments,isolated
+Platform: any
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Operating System :: MacOS :: MacOS X
+Classifier: Operating System :: Microsoft :: Windows
+Classifier: Operating System :: POSIX
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Software Development :: Libraries
+Classifier: Topic :: Software Development :: Testing
+Classifier: Topic :: Utilities
+Requires-Python: >=3.6
+Description-Content-Type: text/markdown
+License-File: LICENSE
+Requires-Dist: distlib (<1,>=0.3.1)
+Requires-Dist: filelock (<4,>=3.2)
+Requires-Dist: platformdirs (<3,>=2)
+Requires-Dist: importlib-resources (>=1.0) ; python_version < "3.7"
+Requires-Dist: importlib-metadata (>=0.12) ; python_version < "3.8"
+Provides-Extra: docs
+Requires-Dist: proselint (>=0.10.2) ; extra == 'docs'
+Requires-Dist: sphinx (>=3) ; extra == 'docs'
+Requires-Dist: sphinx-argparse (>=0.2.5) ; extra == 'docs'
+Requires-Dist: sphinx-rtd-theme (>=0.4.3) ; extra == 'docs'
+Requires-Dist: towncrier (>=21.3) ; extra == 'docs'
+Provides-Extra: testing
+Requires-Dist: coverage (>=4) ; extra == 'testing'
+Requires-Dist: coverage-enable-subprocess (>=1) ; extra == 'testing'
+Requires-Dist: flaky (>=3) ; extra == 'testing'
+Requires-Dist: packaging (>=20.0) ; extra == 'testing'
+Requires-Dist: pytest (>=4) ; extra == 'testing'
+Requires-Dist: pytest-env (>=0.6.2) ; extra == 'testing'
+Requires-Dist: pytest-freezegun (>=0.4.1) ; extra == 'testing'
+Requires-Dist: pytest-mock (>=2) ; extra == 'testing'
+Requires-Dist: pytest-randomly (>=1) ; extra == 'testing'
+Requires-Dist: pytest-timeout (>=1) ; extra == 'testing'
+
+# virtualenv
+
+[![PyPI](https://img.shields.io/pypi/v/virtualenv?style=flat-square)](https://pypi.org/project/virtualenv)
+[![PyPI - Implementation](https://img.shields.io/pypi/implementation/virtualenv?style=flat-square)](https://pypi.org/project/virtualenv)
+[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/virtualenv?style=flat-square)](https://pypi.org/project/virtualenv)
+[![Documentation](https://readthedocs.org/projects/virtualenv/badge/?version=latest&style=flat-square)](http://virtualenv.pypa.io)
+[![Discord](https://img.shields.io/discord/803025117553754132)](https://discord.gg/pypa)
+[![PyPI - Downloads](https://img.shields.io/pypi/dm/virtualenv?style=flat-square)](https://pypistats.org/packages/virtualenv)
+[![PyPI - License](https://img.shields.io/pypi/l/virtualenv?style=flat-square)](https://opensource.org/licenses/MIT)
+[![Build Status](https://github.com/pypa/virtualenv/workflows/check/badge.svg?branch=main&event=push)](https://github.com/pypa/virtualenv/actions?query=workflow%3Acheck)
+[![Code style:
+black](https://img.shields.io/badge/code%20style-black-000000.svg?style=flat-square)](https://github.com/psf/black)
+
+A tool for creating isolated `virtual` python environments.
+
+- [Installation](https://virtualenv.pypa.io/en/latest/installation.html)
+- [Documentation](https://virtualenv.pypa.io)
+- [Changelog](https://virtualenv.pypa.io/en/latest/changelog.html)
+- [Issues](https://github.com/pypa/virtualenv/issues)
+- [PyPI](https://pypi.org/project/virtualenv)
+- [Github](https://github.com/pypa/virtualenv)
+
+## Code of Conduct
+
+Everyone interacting in the virtualenv project's codebases, issue trackers, chat rooms, and mailing lists is expected to
+follow the [PSF Code of Conduct](https://github.com/pypa/.github/blob/main/CODE_OF_CONDUCT.md).
diff --git a/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/RECORD b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/RECORD
new file mode 100644
index 0000000..e2ec67a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/RECORD
@@ -0,0 +1,218 @@
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+virtualenv-20.16.2.dist-info/LICENSE,sha256=XBWRk3jFsqqrexnOpw2M3HX3aHnjJFTkwDmfi3HRcek,1074
+virtualenv-20.16.2.dist-info/METADATA,sha256=cjNMD_LLUmpNu8rqeXiiOLHDXDCqhzjfUwST23UVGNA,4371
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diff --git a/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/WHEEL b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/WHEEL
new file mode 120000
index 0000000..ae483c4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/cf/d8/f4/c406bf26650a3299b3ef62b464600b48cfe7fb04159866e5797c765478
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/entry_points.txt b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/entry_points.txt
new file mode 120000
index 0000000..426c211
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/entry_points.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/9b/c6/35/b7c98af7c8a80c01da3919ec134ec3581ca6a01e954fb0055c46ac0233
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/top_level.txt
new file mode 120000
index 0000000..4a93d99
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/25/5f/8b/5650bc61e230d43822608d21128b7bb60172e4859d2957121bb372cda2
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/zip-safe b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/zip-safe
new file mode 120000
index 0000000..e11f061
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv-20.16.2.dist-info/zip-safe
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/01/ba/47/19c80b6fe911b091a7c05124b64eeece964e09c058ef8f9805daca546b
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/virtualenv/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/__init__.py
new file mode 100644
index 0000000..e40e8b7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/__init__.py
@@ -0,0 +1,8 @@
+from .run import cli_run, session_via_cli
+from .version import __version__
+
+__all__ = [
+    "__version__",
+    "cli_run",
+    "session_via_cli",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/__main__.py b/venv/lib/python3.8/site-packages/virtualenv/__main__.py
new file mode 100644
index 0000000..c3c5adf
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/__main__.py
@@ -0,0 +1,69 @@
+import logging
+import os
+import sys
+from datetime import datetime
+
+
+def run(args=None, options=None, env=None):
+    env = os.environ if env is None else env
+    start = datetime.now()
+    from virtualenv.run import cli_run
+    from virtualenv.util.error import ProcessCallFailed
+
+    if args is None:
+        args = sys.argv[1:]
+    try:
+        session = cli_run(args, options, env)
+        logging.warning(LogSession(session, start))
+    except ProcessCallFailed as exception:
+        print(f"subprocess call failed for {exception.cmd} with code {exception.code}")
+        print(exception.out, file=sys.stdout, end="")
+        print(exception.err, file=sys.stderr, end="")
+        raise SystemExit(exception.code)
+
+
+class LogSession:
+    def __init__(self, session, start):
+        self.session = session
+        self.start = start
+
+    def __str__(self):
+        spec = self.session.creator.interpreter.spec
+        elapsed = (datetime.now() - self.start).total_seconds() * 1000
+        lines = [
+            f"created virtual environment {spec} in {elapsed:.0f}ms",
+            f"  creator {str(self.session.creator)}",
+        ]
+        if self.session.seeder.enabled:
+            lines.append(f"  seeder {str(self.session.seeder)}")
+            path = self.session.creator.purelib.iterdir()
+            packages = sorted("==".join(i.stem.split("-")) for i in path if i.suffix == ".dist-info")
+            lines.append(f"    added seed packages: {', '.join(packages)}")
+
+        if self.session.activators:
+            lines.append(f"  activators {','.join(i.__class__.__name__ for i in self.session.activators)}")
+        return "\n".join(lines)
+
+
+def run_with_catch(args=None, env=None):
+    from virtualenv.config.cli.parser import VirtualEnvOptions
+
+    env = os.environ if env is None else env
+    options = VirtualEnvOptions()
+    try:
+        run(args, options, env)
+    except (KeyboardInterrupt, SystemExit, Exception) as exception:
+        try:
+            if getattr(options, "with_traceback", False):
+                raise
+            else:
+                if not (isinstance(exception, SystemExit) and exception.code == 0):
+                    logging.error("%s: %s", type(exception).__name__, exception)
+                code = exception.code if isinstance(exception, SystemExit) else 1
+                sys.exit(code)
+        finally:
+            logging.shutdown()  # force flush of log messages before the trace is printed
+
+
+if __name__ == "__main__":  # pragma: no cov
+    run_with_catch()  # pragma: no cov
diff --git a/venv/lib/python3.8/site-packages/virtualenv/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/__pycache__/version.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/__pycache__/version.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/activation/__init__.py
new file mode 100644
index 0000000..99984bc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/__init__.py
@@ -0,0 +1,17 @@
+from .bash import BashActivator
+from .batch import BatchActivator
+from .cshell import CShellActivator
+from .fish import FishActivator
+from .nushell import NushellActivator
+from .powershell import PowerShellActivator
+from .python import PythonActivator
+
+__all__ = [
+    "BashActivator",
+    "PowerShellActivator",
+    "CShellActivator",
+    "PythonActivator",
+    "BatchActivator",
+    "FishActivator",
+    "NushellActivator",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/activation/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/__pycache__/via_template.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/activation/__pycache__/via_template.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/activator.py b/venv/lib/python3.8/site-packages/virtualenv/activation/activator.py
new file mode 100644
index 0000000..ad9d9e0
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/activator.py
@@ -0,0 +1,45 @@
+import os
+from abc import ABCMeta, abstractmethod
+
+
+class Activator(metaclass=ABCMeta):
+    """Generates activate script for the virtual environment"""
+
+    def __init__(self, options):
+        """Create a new activator generator.
+
+        :param options: the parsed options as defined within :meth:`add_parser_arguments`
+        """
+        self.flag_prompt = os.path.basename(os.getcwd()) if options.prompt == "." else options.prompt
+
+    @classmethod
+    def supports(cls, interpreter):
+        """Check if the activation script is supported in the given interpreter.
+
+        :param interpreter: the interpreter we need to support
+        :return: ``True`` if supported, ``False`` otherwise
+        """
+        return True
+
+    @classmethod
+    def add_parser_arguments(cls, parser, interpreter):
+        """
+        Add CLI arguments for this activation script.
+
+        :param parser: the CLI parser
+        :param interpreter: the interpreter this virtual environment is based of
+        """
+
+    @abstractmethod
+    def generate(self, creator):
+        """Generate activate script for the given creator.
+
+        :param creator: the creator (based of :class:`virtualenv.create.creator.Creator`) we used to create this \
+        virtual environment
+        """
+        raise NotImplementedError
+
+
+__all__ = [
+    "Activator",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/bash/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/activation/bash/__init__.py
new file mode 100644
index 0000000..e704126
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/bash/__init__.py
@@ -0,0 +1,16 @@
+from pathlib import Path
+
+from ..via_template import ViaTemplateActivator
+
+
+class BashActivator(ViaTemplateActivator):
+    def templates(self):
+        yield Path("activate.sh")
+
+    def as_name(self, template):
+        return template.stem
+
+
+__all__ = [
+    "BashActivator",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/bash/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/activation/bash/__pycache__/__init__.cpython-38.pyc
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index 0000000..7e42fa2
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/bash/activate.sh b/venv/lib/python3.8/site-packages/virtualenv/activation/bash/activate.sh
new file mode 120000
index 0000000..8e6da43
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/bash/activate.sh
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/f0/d9/db/040d15a685046733f4f6a3b85a9ff799f22afe3ffb357446bc91c142ad
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/batch/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/activation/batch/__init__.py
new file mode 100644
index 0000000..6c35337
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/batch/__init__.py
@@ -0,0 +1,25 @@
+import os
+from pathlib import Path
+
+from ..via_template import ViaTemplateActivator
+
+
+class BatchActivator(ViaTemplateActivator):
+    @classmethod
+    def supports(cls, interpreter):
+        return interpreter.os == "nt"
+
+    def templates(self):
+        yield Path("activate.bat")
+        yield Path("deactivate.bat")
+        yield Path("pydoc.bat")
+
+    def instantiate_template(self, replacements, template, creator):
+        # ensure the text has all newlines as \r\n - required by batch
+        base = super().instantiate_template(replacements, template, creator)
+        return base.replace(os.linesep, "\n").replace("\n", os.linesep)
+
+
+__all__ = [
+    "BatchActivator",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/batch/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/activation/batch/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/batch/activate.bat b/venv/lib/python3.8/site-packages/virtualenv/activation/batch/activate.bat
new file mode 120000
index 0000000..390047d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/batch/activate.bat
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/97/8c/eb/0a42c22063fc7a94d4b3facff72be3ae95cb0dc211a1050fd9dc233937
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/batch/deactivate.bat b/venv/lib/python3.8/site-packages/virtualenv/activation/batch/deactivate.bat
new file mode 120000
index 0000000..e3a3775
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/batch/deactivate.bat
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e8/ec/e7/9cef870b6c2759437b6004fe6e3f35e7378a31710f0b491ec816302945
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/batch/pydoc.bat b/venv/lib/python3.8/site-packages/virtualenv/activation/batch/pydoc.bat
new file mode 120000
index 0000000..b2cfe72
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/batch/pydoc.bat
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a5/5b/b1/9fc9a7f4ffd1774df8f5f881122c08b8cbdf25049f809d9d963513d9f0
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/cshell/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/activation/cshell/__init__.py
new file mode 100644
index 0000000..b225ba3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/cshell/__init__.py
@@ -0,0 +1,17 @@
+from pathlib import Path
+
+from ..via_template import ViaTemplateActivator
+
+
+class CShellActivator(ViaTemplateActivator):
+    @classmethod
+    def supports(cls, interpreter):
+        return interpreter.os != "nt"
+
+    def templates(self):
+        yield Path("activate.csh")
+
+
+__all__ = [
+    "CShellActivator",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/cshell/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/activation/cshell/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/cshell/activate.csh b/venv/lib/python3.8/site-packages/virtualenv/activation/cshell/activate.csh
new file mode 120000
index 0000000..81854b2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/cshell/activate.csh
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/c2/6f/f4/9fba3cdd15d24d426c59cd8f3d5df7621f4669df0025022e46f2fa1188
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/fish/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/activation/fish/__init__.py
new file mode 100644
index 0000000..4b24042
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/fish/__init__.py
@@ -0,0 +1,13 @@
+from pathlib import Path
+
+from ..via_template import ViaTemplateActivator
+
+
+class FishActivator(ViaTemplateActivator):
+    def templates(self):
+        yield Path("activate.fish")
+
+
+__all__ = [
+    "FishActivator",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/fish/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/activation/fish/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/fish/activate.fish b/venv/lib/python3.8/site-packages/virtualenv/activation/fish/activate.fish
new file mode 120000
index 0000000..efae19e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/fish/activate.fish
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/16/42/69/33ca6783cbfd4a4df218d242706cd428000c1751f3d1d62bb24badd33d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/nushell/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/activation/nushell/__init__.py
new file mode 100644
index 0000000..839c19c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/nushell/__init__.py
@@ -0,0 +1,29 @@
+import os
+from pathlib import Path
+
+from ..via_template import ViaTemplateActivator
+
+
+class NushellActivator(ViaTemplateActivator):
+    def templates(self):
+        yield Path("activate.nu")
+        yield Path("deactivate.nu")
+
+    def replacements(self, creator, dest_folder):
+        # Due to nushell scoping, it isn't easy to create a function that will
+        # deactivate the environment. For that reason a __DEACTIVATE_PATH__
+        # replacement pointing to the deactivate.nu file is created
+
+        return {
+            "__VIRTUAL_PROMPT__": "" if self.flag_prompt is None else self.flag_prompt,
+            "__VIRTUAL_ENV__": str(creator.dest),
+            "__VIRTUAL_NAME__": creator.env_name,
+            "__BIN_NAME__": str(creator.bin_dir.relative_to(creator.dest)),
+            "__PATH_SEP__": os.pathsep,
+            "__DEACTIVATE_PATH__": str(Path(dest_folder) / "deactivate.nu"),
+        }
+
+
+__all__ = [
+    "NushellActivator",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/nushell/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/activation/nushell/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/nushell/activate.nu b/venv/lib/python3.8/site-packages/virtualenv/activation/nushell/activate.nu
new file mode 100644
index 0000000..48c85b4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/nushell/activate.nu
@@ -0,0 +1,92 @@
+# This command prepares the required environment variables
+def-env activate-virtualenv [] {
+    def is-string [x] {
+        ($x | describe) == 'string'
+    }
+
+    def has-env [name: string] {
+        $name in (env).name
+    }
+
+    let is_windows = ((sys).host.name | str downcase) == 'windows'
+    let virtual_env = '__VIRTUAL_ENV__'
+    let bin = '__BIN_NAME__'
+    let path_sep = '__PATH_SEP__'
+    let path_name = if $is_windows {
+        if (has-env 'Path') {
+            'Path'
+        } else {
+            'PATH'
+        }
+    } else {
+        'PATH'
+    }
+
+    let old_path = (
+        if $is_windows {
+            if (has-env 'Path') {
+                $env.Path
+            } else {
+                $env.PATH
+            }
+        } else {
+            $env.PATH
+        } | if (is-string $in) {
+            # if Path/PATH is a string, make it a list
+            $in | split row $path_sep | path expand
+        } else {
+            $in
+        }
+    )
+
+    let venv_path = ([$virtual_env $bin] | path join)
+    let new_path = ($old_path | prepend $venv_path | str collect $path_sep)
+
+    # Creating the new prompt for the session
+    let virtual_prompt = if ('__VIRTUAL_PROMPT__' == '') {
+        $'(char lparen)($virtual_env | path basename)(char rparen) '
+    } else {
+        '(__VIRTUAL_PROMPT__) '
+    }
+
+    # Back up the old prompt builder
+    let old_prompt_command = if (has-env 'VIRTUAL_ENV') && (has-env '_OLD_PROMPT_COMMAND') {
+        $env._OLD_PROMPT_COMMAND
+    } else {
+        if (has-env 'PROMPT_COMMAND') {
+            $env.PROMPT_COMMAND
+        } else {
+            ''
+        }
+    }
+
+    # If there is no default prompt, then only the env is printed in the prompt
+    let new_prompt = if (has-env 'PROMPT_COMMAND') {
+        if ($old_prompt_command | describe) == 'block' {
+            { $'($virtual_prompt)(do $old_prompt_command)' }
+        } else {
+            { $'($virtual_prompt)($old_prompt_command)' }
+        }
+    } else {
+        { $'($virtual_prompt)' }
+    }
+
+    # Environment variables that will be batched loaded to the virtual env
+    let new_env = {
+        $path_name          : $new_path
+        VIRTUAL_ENV         : $virtual_env
+        _OLD_VIRTUAL_PATH   : ($old_path | str collect $path_sep)
+        _OLD_PROMPT_COMMAND : $old_prompt_command
+        PROMPT_COMMAND      : $new_prompt
+        VIRTUAL_PROMPT      : $virtual_prompt
+    }
+
+    # Activate the environment variables
+    load-env $new_env
+}
+
+# Activate the virtualenv
+activate-virtualenv
+
+alias pydoc = python -m pydoc
+alias deactivate = source '__DEACTIVATE_PATH__'
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/nushell/deactivate.nu b/venv/lib/python3.8/site-packages/virtualenv/activation/nushell/deactivate.nu
new file mode 100644
index 0000000..4dd132c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/nushell/deactivate.nu
@@ -0,0 +1,32 @@
+def-env deactivate-virtualenv [] {
+    def has-env [name: string] {
+        $name in (env).name
+    }
+
+    let is_windows = ((sys).host.name | str downcase) == 'windows'
+
+    let path_name = if $is_windows {
+        if (has-env 'Path') {
+            'Path'
+        } else {
+            'PATH'
+        }
+    } else {
+        'PATH'
+    }
+
+    load-env { $path_name : $env._OLD_VIRTUAL_PATH }
+
+    let-env PROMPT_COMMAND = $env._OLD_PROMPT_COMMAND
+
+    # Hiding the environment variables that were created when activating the env
+    hide _OLD_VIRTUAL_PATH
+    hide _OLD_PROMPT_COMMAND
+    hide VIRTUAL_ENV
+    hide VIRTUAL_PROMPT
+}
+
+deactivate-virtualenv
+
+hide pydoc
+hide deactivate
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/powershell/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/activation/powershell/__init__.py
new file mode 100644
index 0000000..6d561bf
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/powershell/__init__.py
@@ -0,0 +1,13 @@
+from pathlib import Path
+
+from ..via_template import ViaTemplateActivator
+
+
+class PowerShellActivator(ViaTemplateActivator):
+    def templates(self):
+        yield Path("activate.ps1")
+
+
+__all__ = [
+    "PowerShellActivator",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/powershell/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/activation/powershell/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/powershell/activate.ps1 b/venv/lib/python3.8/site-packages/virtualenv/activation/powershell/activate.ps1
new file mode 120000
index 0000000..0a5e85e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/powershell/activate.ps1
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7e/2b/41/1b663278a4df9119fad828e87036ff3cb8eb82f8b6166a6e064142701c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/python/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/activation/python/__init__.py
new file mode 100644
index 0000000..ad38201
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/python/__init__.py
@@ -0,0 +1,36 @@
+import os
+import sys
+from collections import OrderedDict
+from pathlib import Path
+
+from ..via_template import ViaTemplateActivator
+
+
+class PythonActivator(ViaTemplateActivator):
+    def templates(self):
+        yield Path("activate_this.py")
+
+    def replacements(self, creator, dest_folder):
+        replacements = super().replacements(creator, dest_folder)
+        lib_folders = OrderedDict((os.path.relpath(str(i), str(dest_folder)), None) for i in creator.libs)
+        win_py2 = creator.interpreter.platform == "win32" and creator.interpreter.version_info.major == 2
+        replacements.update(
+            {
+                "__LIB_FOLDERS__": os.pathsep.join(lib_folders.keys()),
+                "__DECODE_PATH__": ("yes" if win_py2 else ""),
+            },
+        )
+        return replacements
+
+    @staticmethod
+    def _repr_unicode(creator, value):
+        py2 = creator.interpreter.version_info.major == 2
+        if py2:  # on Python 2 we need to encode this into explicit utf-8, py3 supports unicode literals
+            start = 2 if sys.version_info[0] == 3 else 1
+            value = repr(value.encode("utf-8"))[start:-1]
+        return value
+
+
+__all__ = [
+    "PythonActivator",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/python/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/activation/python/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/python/__pycache__/activate_this.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/activation/python/__pycache__/activate_this.cpython-38.pyc
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index 0000000..a9a6491
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/python/activate_this.py b/venv/lib/python3.8/site-packages/virtualenv/activation/python/activate_this.py
new file mode 100644
index 0000000..e8eeb84
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/python/activate_this.py
@@ -0,0 +1,31 @@
+"""Activate virtualenv for current interpreter:
+
+Use exec(open(this_file).read(), {'__file__': this_file}).
+
+This can be used when you must use an existing Python interpreter, not the virtualenv bin/python.
+"""
+import os
+import site
+import sys
+
+try:
+    abs_file = os.path.abspath(__file__)
+except NameError:
+    raise AssertionError("You must use exec(open(this_file).read(), {'__file__': this_file}))")
+
+bin_dir = os.path.dirname(abs_file)
+base = bin_dir[: -len("__BIN_NAME__") - 1]  # strip away the bin part from the __file__, plus the path separator
+
+# prepend bin to PATH (this file is inside the bin directory)
+os.environ["PATH"] = os.pathsep.join([bin_dir] + os.environ.get("PATH", "").split(os.pathsep))
+os.environ["VIRTUAL_ENV"] = base  # virtual env is right above bin directory
+
+# add the virtual environments libraries to the host python import mechanism
+prev_length = len(sys.path)
+for lib in "__LIB_FOLDERS__".split(os.pathsep):
+    path = os.path.realpath(os.path.join(bin_dir, lib))
+    site.addsitedir(path.decode("utf-8") if "__DECODE_PATH__" else path)
+sys.path[:] = sys.path[prev_length:] + sys.path[0:prev_length]
+
+sys.real_prefix = sys.prefix
+sys.prefix = base
diff --git a/venv/lib/python3.8/site-packages/virtualenv/activation/via_template.py b/venv/lib/python3.8/site-packages/virtualenv/activation/via_template.py
new file mode 100644
index 0000000..75ecd83
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/activation/via_template.py
@@ -0,0 +1,64 @@
+import os
+import sys
+from abc import ABCMeta, abstractmethod
+
+from .activator import Activator
+
+if sys.version_info >= (3, 7):
+    from importlib.resources import read_binary
+else:
+    from importlib_resources import read_binary
+
+
+class ViaTemplateActivator(Activator, metaclass=ABCMeta):
+    @abstractmethod
+    def templates(self):
+        raise NotImplementedError
+
+    def generate(self, creator):
+        dest_folder = creator.bin_dir
+        replacements = self.replacements(creator, dest_folder)
+        generated = self._generate(replacements, self.templates(), dest_folder, creator)
+        if self.flag_prompt is not None:
+            creator.pyenv_cfg["prompt"] = self.flag_prompt
+        return generated
+
+    def replacements(self, creator, dest_folder):
+        return {
+            "__VIRTUAL_PROMPT__": "" if self.flag_prompt is None else self.flag_prompt,
+            "__VIRTUAL_ENV__": str(creator.dest),
+            "__VIRTUAL_NAME__": creator.env_name,
+            "__BIN_NAME__": str(creator.bin_dir.relative_to(creator.dest)),
+            "__PATH_SEP__": os.pathsep,
+        }
+
+    def _generate(self, replacements, templates, to_folder, creator):
+        generated = []
+        for template in templates:
+            text = self.instantiate_template(replacements, template, creator)
+            dest = to_folder / self.as_name(template)
+            # use write_bytes to avoid platform specific line normalization (\n -> \r\n)
+            dest.write_bytes(text.encode("utf-8"))
+            generated.append(dest)
+        return generated
+
+    def as_name(self, template):
+        return template.name
+
+    def instantiate_template(self, replacements, template, creator):
+        # read content as binary to avoid platform specific line normalization (\n -> \r\n)
+        binary = read_binary(self.__module__, str(template))
+        text = binary.decode("utf-8", errors="strict")
+        for key, value in replacements.items():
+            value = self._repr_unicode(creator, value)
+            text = text.replace(key, value)
+        return text
+
+    @staticmethod
+    def _repr_unicode(creator, value):
+        return value  # by default we just let it be unicode
+
+
+__all__ = [
+    "ViaTemplateActivator",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/app_data/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/app_data/__init__.py
new file mode 100644
index 0000000..262ac07
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/app_data/__init__.py
@@ -0,0 +1,57 @@
+"""
+Application data stored by virtualenv.
+"""
+
+import logging
+import os
+
+from platformdirs import user_data_dir
+
+from .na import AppDataDisabled
+from .read_only import ReadOnlyAppData
+from .via_disk_folder import AppDataDiskFolder
+from .via_tempdir import TempAppData
+
+
+def _default_app_data_dir(env):
+    key = "VIRTUALENV_OVERRIDE_APP_DATA"
+    if key in env:
+        return env[key]
+    else:
+        return user_data_dir(appname="virtualenv", appauthor="pypa")
+
+
+def make_app_data(folder, **kwargs):
+    is_read_only = kwargs.pop("read_only")
+    env = kwargs.pop("env")
+    if kwargs:  # py3+ kwonly
+        raise TypeError("unexpected keywords: {}")
+
+    if folder is None:
+        folder = _default_app_data_dir(env)
+    folder = os.path.abspath(folder)
+
+    if is_read_only:
+        return ReadOnlyAppData(folder)
+
+    if not os.path.isdir(folder):
+        try:
+            os.makedirs(folder)
+            logging.debug("created app data folder %s", folder)
+        except OSError as exception:
+            logging.info("could not create app data folder %s due to %r", folder, exception)
+
+    if os.access(folder, os.W_OK):
+        return AppDataDiskFolder(folder)
+    else:
+        logging.debug("app data folder %s has no write access", folder)
+        return TempAppData()
+
+
+__all__ = (
+    "AppDataDisabled",
+    "AppDataDiskFolder",
+    "ReadOnlyAppData",
+    "TempAppData",
+    "make_app_data",
+)
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/app_data/base.py b/venv/lib/python3.8/site-packages/virtualenv/app_data/base.py
new file mode 100644
index 0000000..bc28b23
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/app_data/base.py
@@ -0,0 +1,96 @@
+"""
+Application data stored by virtualenv.
+"""
+
+from abc import ABCMeta, abstractmethod
+from contextlib import contextmanager
+
+from virtualenv.info import IS_ZIPAPP
+
+
+class AppData(metaclass=ABCMeta):
+    """Abstract storage interface for the virtualenv application"""
+
+    @abstractmethod
+    def close(self):
+        """called before virtualenv exits"""
+
+    @abstractmethod
+    def reset(self):
+        """called when the user passes in the reset app data"""
+
+    @abstractmethod
+    def py_info(self, path):
+        raise NotImplementedError
+
+    @abstractmethod
+    def py_info_clear(self):
+        raise NotImplementedError
+
+    @property
+    def can_update(self):
+        raise NotImplementedError
+
+    @abstractmethod
+    def embed_update_log(self, distribution, for_py_version):
+        raise NotImplementedError
+
+    @property
+    def house(self):
+        raise NotImplementedError
+
+    @property
+    def transient(self):
+        raise NotImplementedError
+
+    @abstractmethod
+    def wheel_image(self, for_py_version, name):
+        raise NotImplementedError
+
+    @contextmanager
+    def ensure_extracted(self, path, to_folder=None):
+        """Some paths might be within the zipapp, unzip these to a path on the disk"""
+        if IS_ZIPAPP:
+            with self.extract(path, to_folder) as result:
+                yield result
+        else:
+            yield path
+
+    @abstractmethod
+    @contextmanager
+    def extract(self, path, to_folder):
+        raise NotImplementedError
+
+    @abstractmethod
+    @contextmanager
+    def locked(self, path):
+        raise NotImplementedError
+
+
+class ContentStore(metaclass=ABCMeta):
+    @abstractmethod
+    def exists(self):
+        raise NotImplementedError
+
+    @abstractmethod
+    def read(self):
+        raise NotImplementedError
+
+    @abstractmethod
+    def write(self, content):
+        raise NotImplementedError
+
+    @abstractmethod
+    def remove(self):
+        raise NotImplementedError
+
+    @abstractmethod
+    @contextmanager
+    def locked(self):
+        pass
+
+
+__all__ = [
+    "ContentStore",
+    "AppData",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/app_data/na.py b/venv/lib/python3.8/site-packages/virtualenv/app_data/na.py
new file mode 100644
index 0000000..da45f58
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/app_data/na.py
@@ -0,0 +1,70 @@
+from contextlib import contextmanager
+
+from .base import AppData, ContentStore
+
+
+class AppDataDisabled(AppData):
+    """No application cache available (most likely as we don't have write permissions)"""
+
+    transient = True
+    can_update = False
+
+    def __init__(self):
+        pass
+
+    error = RuntimeError("no app data folder available, probably no write access to the folder")
+
+    def close(self):
+        """do nothing"""
+
+    def reset(self):
+        """do nothing"""
+
+    def py_info(self, path):
+        return ContentStoreNA()
+
+    def embed_update_log(self, distribution, for_py_version):
+        return ContentStoreNA()
+
+    def extract(self, path, to_folder):
+        raise self.error
+
+    @contextmanager
+    def locked(self, path):
+        """do nothing"""
+        yield
+
+    @property
+    def house(self):
+        raise self.error
+
+    def wheel_image(self, for_py_version, name):
+        raise self.error
+
+    def py_info_clear(self):
+        """nothing to clear"""
+
+
+class ContentStoreNA(ContentStore):
+    def exists(self):
+        return False
+
+    def read(self):
+        """nothing to read"""
+        return None
+
+    def write(self, content):
+        """nothing to write"""
+
+    def remove(self):
+        """nothing to remove"""
+
+    @contextmanager
+    def locked(self):
+        yield
+
+
+__all__ = [
+    "AppDataDisabled",
+    "ContentStoreNA",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/app_data/read_only.py b/venv/lib/python3.8/site-packages/virtualenv/app_data/read_only.py
new file mode 100644
index 0000000..2663731
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/app_data/read_only.py
@@ -0,0 +1,37 @@
+import os.path
+
+from virtualenv.util.lock import NoOpFileLock
+
+from .via_disk_folder import AppDataDiskFolder, PyInfoStoreDisk
+
+
+class ReadOnlyAppData(AppDataDiskFolder):
+    can_update = False
+
+    def __init__(self, folder: str) -> None:
+        if not os.path.isdir(folder):
+            raise RuntimeError(f"read-only app data directory {folder} does not exist")
+        super().__init__(folder)
+        self.lock = NoOpFileLock(folder)
+
+    def reset(self) -> None:
+        raise RuntimeError("read-only app data does not support reset")
+
+    def py_info_clear(self) -> None:
+        raise NotImplementedError
+
+    def py_info(self, path):
+        return _PyInfoStoreDiskReadOnly(self.py_info_at, path)
+
+    def embed_update_log(self, distribution, for_py_version):
+        raise NotImplementedError
+
+
+class _PyInfoStoreDiskReadOnly(PyInfoStoreDisk):
+    def write(self, content):
+        raise RuntimeError("read-only app data python info cannot be updated")
+
+
+__all__ = [
+    "ReadOnlyAppData",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/app_data/via_disk_folder.py b/venv/lib/python3.8/site-packages/virtualenv/app_data/via_disk_folder.py
new file mode 100644
index 0000000..94c4def
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/app_data/via_disk_folder.py
@@ -0,0 +1,178 @@
+"""
+A rough layout of the current storage goes as:
+
+virtualenv-app-data
+├── py - <version> <cache information about python interpreters>
+│  └── *.json/lock
+├── wheel <cache wheels used for seeding>
+│   ├── house
+│   │   └── *.whl <wheels downloaded go here>
+│   └── <python major.minor> -> 3.9
+│       ├── img-<version>
+│       │   └── image
+│       │           └── <install class> -> CopyPipInstall / SymlinkPipInstall
+│       │               └── <wheel name> -> pip-20.1.1-py2.py3-none-any
+│       └── embed
+│           └── 3 -> json format versioning
+│               └── *.json -> for every distribution contains data about newer embed versions and releases
+└─── unzip <in zip app we cannot refer to some internal files, so first extract them>
+     └── <virtualenv version>
+         ├── py_info.py
+         ├── debug.py
+         └── _virtualenv.py
+"""
+
+import json
+import logging
+from abc import ABCMeta
+from contextlib import contextmanager
+from hashlib import sha256
+
+from virtualenv.util.lock import ReentrantFileLock
+from virtualenv.util.path import safe_delete
+from virtualenv.util.zipapp import extract
+from virtualenv.version import __version__
+
+from .base import AppData, ContentStore
+
+
+class AppDataDiskFolder(AppData):
+    """
+    Store the application data on the disk within a folder layout.
+    """
+
+    transient = False
+    can_update = True
+
+    def __init__(self, folder):
+        self.lock = ReentrantFileLock(folder)
+
+    def __repr__(self):
+        return f"{type(self).__name__}({self.lock.path})"
+
+    def __str__(self):
+        return str(self.lock.path)
+
+    def reset(self):
+        logging.debug("reset app data folder %s", self.lock.path)
+        safe_delete(self.lock.path)
+
+    def close(self):
+        """do nothing"""
+
+    @contextmanager
+    def locked(self, path):
+        path_lock = self.lock / path
+        with path_lock:
+            yield path_lock.path
+
+    @contextmanager
+    def extract(self, path, to_folder):
+        if to_folder is not None:
+            root = ReentrantFileLock(to_folder())
+        else:
+            root = self.lock / "unzip" / __version__
+        with root.lock_for_key(path.name):
+            dest = root.path / path.name
+            if not dest.exists():
+                extract(path, dest)
+            yield dest
+
+    @property
+    def py_info_at(self):
+        return self.lock / "py_info" / "1"
+
+    def py_info(self, path):
+        return PyInfoStoreDisk(self.py_info_at, path)
+
+    def py_info_clear(self):
+        """ """
+        py_info_folder = self.py_info_at
+        with py_info_folder:
+            for filename in py_info_folder.path.iterdir():
+                if filename.suffix == ".json":
+                    with py_info_folder.lock_for_key(filename.stem):
+                        if filename.exists():
+                            filename.unlink()
+
+    def embed_update_log(self, distribution, for_py_version):
+        return EmbedDistributionUpdateStoreDisk(self.lock / "wheel" / for_py_version / "embed" / "3", distribution)
+
+    @property
+    def house(self):
+        path = self.lock.path / "wheel" / "house"
+        path.mkdir(parents=True, exist_ok=True)
+        return path
+
+    def wheel_image(self, for_py_version, name):
+        return self.lock.path / "wheel" / for_py_version / "image" / "1" / name
+
+
+class JSONStoreDisk(ContentStore, metaclass=ABCMeta):
+    def __init__(self, in_folder, key, msg, msg_args):
+        self.in_folder = in_folder
+        self.key = key
+        self.msg = msg
+        self.msg_args = msg_args + (self.file,)
+
+    @property
+    def file(self):
+        return self.in_folder.path / f"{self.key}.json"
+
+    def exists(self):
+        return self.file.exists()
+
+    def read(self):
+        data, bad_format = None, False
+        try:
+            data = json.loads(self.file.read_text())
+            logging.debug(f"got {self.msg} from %s", *self.msg_args)
+            return data
+        except ValueError:
+            bad_format = True
+        except Exception:  # noqa
+            pass
+        if bad_format:
+            try:
+                self.remove()
+            except OSError:  # reading and writing on the same file may cause race on multiple processes
+                pass
+        return None
+
+    def remove(self):
+        self.file.unlink()
+        logging.debug(f"removed {self.msg} at %s", *self.msg_args)
+
+    @contextmanager
+    def locked(self):
+        with self.in_folder.lock_for_key(self.key):
+            yield
+
+    def write(self, content):
+        folder = self.file.parent
+        folder.mkdir(parents=True, exist_ok=True)
+        self.file.write_text(json.dumps(content, sort_keys=True, indent=2))
+        logging.debug(f"wrote {self.msg} at %s", *self.msg_args)
+
+
+class PyInfoStoreDisk(JSONStoreDisk):
+    def __init__(self, in_folder, path):
+        key = sha256(str(path).encode("utf-8")).hexdigest()
+        super().__init__(in_folder, key, "python info of %s", (path,))
+
+
+class EmbedDistributionUpdateStoreDisk(JSONStoreDisk):
+    def __init__(self, in_folder, distribution):
+        super().__init__(
+            in_folder,
+            distribution,
+            "embed update of distribution %s",
+            (distribution,),
+        )
+
+
+__all__ = [
+    "AppDataDiskFolder",
+    "JSONStoreDisk",
+    "PyInfoStoreDisk",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/app_data/via_tempdir.py b/venv/lib/python3.8/site-packages/virtualenv/app_data/via_tempdir.py
new file mode 100644
index 0000000..c15741a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/app_data/via_tempdir.py
@@ -0,0 +1,30 @@
+import logging
+from tempfile import mkdtemp
+
+from virtualenv.util.path import safe_delete
+
+from .via_disk_folder import AppDataDiskFolder
+
+
+class TempAppData(AppDataDiskFolder):
+    transient = True
+    can_update = False
+
+    def __init__(self):
+        super().__init__(folder=mkdtemp())
+        logging.debug("created temporary app data folder %s", self.lock.path)
+
+    def reset(self):
+        """this is a temporary folder, is already empty to start with"""
+
+    def close(self):
+        logging.debug("remove temporary app data folder %s", self.lock.path)
+        safe_delete(self.lock.path)
+
+    def embed_update_log(self, distribution, for_py_version):
+        raise NotImplementedError
+
+
+__all__ = [
+    "TempAppData",
+]
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new file mode 120000
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+++ b/venv/lib/python3.8/site-packages/virtualenv/config/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
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new file mode 100644
index 0000000..5ab4fbd
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/config/cli/parser.py
@@ -0,0 +1,126 @@
+import os
+from argparse import SUPPRESS, ArgumentDefaultsHelpFormatter, ArgumentParser, Namespace
+from collections import OrderedDict
+
+from virtualenv.config.convert import get_type
+
+from ..env_var import get_env_var
+from ..ini import IniConfig
+
+
+class VirtualEnvOptions(Namespace):
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
+        self._src = None
+        self._sources = {}
+
+    def set_src(self, key, value, src):
+        setattr(self, key, value)
+        if src.startswith("env var"):
+            src = "env var"
+        self._sources[key] = src
+
+    def __setattr__(self, key, value):
+        if getattr(self, "_src", None) is not None:
+            self._sources[key] = self._src
+        super().__setattr__(key, value)
+
+    def get_source(self, key):
+        return self._sources.get(key)
+
+    @property
+    def verbosity(self):
+        if not hasattr(self, "verbose") and not hasattr(self, "quiet"):
+            return None
+        return max(self.verbose - self.quiet, 0)
+
+    def __repr__(self):
+        return f"{type(self).__name__}({', '.join(f'{k}={v}' for k, v in vars(self).items() if not k.startswith('_'))})"
+
+
+class VirtualEnvConfigParser(ArgumentParser):
+    """
+    Custom option parser which updates its defaults by checking the configuration files and environmental variables
+    """
+
+    def __init__(self, options=None, env=None, *args, **kwargs):
+        env = os.environ if env is None else env
+        self.file_config = IniConfig(env)
+        self.epilog_list = []
+        self.env = env
+        kwargs["epilog"] = self.file_config.epilog
+        kwargs["add_help"] = False
+        kwargs["formatter_class"] = HelpFormatter
+        kwargs["prog"] = "virtualenv"
+        super().__init__(*args, **kwargs)
+        self._fixed = set()
+        if options is not None and not isinstance(options, VirtualEnvOptions):
+            raise TypeError("options must be of type VirtualEnvOptions")
+        self.options = VirtualEnvOptions() if options is None else options
+        self._interpreter = None
+        self._app_data = None
+
+    def _fix_defaults(self):
+        for action in self._actions:
+            action_id = id(action)
+            if action_id not in self._fixed:
+                self._fix_default(action)
+                self._fixed.add(action_id)
+
+    def _fix_default(self, action):
+        if hasattr(action, "default") and hasattr(action, "dest") and action.default != SUPPRESS:
+            as_type = get_type(action)
+            names = OrderedDict((i.lstrip("-").replace("-", "_"), None) for i in action.option_strings)
+            outcome = None
+            for name in names:
+                outcome = get_env_var(name, as_type, self.env)
+                if outcome is not None:
+                    break
+            if outcome is None and self.file_config:
+                for name in names:
+                    outcome = self.file_config.get(name, as_type)
+                    if outcome is not None:
+                        break
+            if outcome is not None:
+                action.default, action.default_source = outcome
+            else:
+                outcome = action.default, "default"
+            self.options.set_src(action.dest, *outcome)
+
+    def enable_help(self):
+        self._fix_defaults()
+        self.add_argument("-h", "--help", action="help", default=SUPPRESS, help="show this help message and exit")
+
+    def parse_known_args(self, args=None, namespace=None):
+        if namespace is None:
+            namespace = self.options
+        elif namespace is not self.options:
+            raise ValueError("can only pass in parser.options")
+        self._fix_defaults()
+        self.options._src = "cli"
+        try:
+            namespace.env = self.env
+            return super().parse_known_args(args, namespace=namespace)
+        finally:
+            self.options._src = None
+
+
+class HelpFormatter(ArgumentDefaultsHelpFormatter):
+    def __init__(self, prog):
+        super().__init__(prog, max_help_position=32, width=240)
+
+    def _get_help_string(self, action):
+
+        text = super()._get_help_string(action)
+        if hasattr(action, "default_source"):
+            default = " (default: %(default)s)"
+            if text.endswith(default):
+                text = f"{text[: -len(default)]} (default: %(default)s -> from %(default_source)s)"
+        return text
+
+
+__all__ = [
+    "HelpFormatter",
+    "VirtualEnvConfigParser",
+    "VirtualEnvOptions",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/config/convert.py b/venv/lib/python3.8/site-packages/virtualenv/config/convert.py
new file mode 100644
index 0000000..52f722e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/config/convert.py
@@ -0,0 +1,96 @@
+import logging
+import os
+
+
+class TypeData:
+    def __init__(self, default_type, as_type):
+        self.default_type = default_type
+        self.as_type = as_type
+
+    def __repr__(self):
+        return f"{self.__class__.__name__}(base={self.default_type}, as={self.as_type})"
+
+    def convert(self, value):
+        return self.default_type(value)
+
+
+class BoolType(TypeData):
+    BOOLEAN_STATES = {
+        "1": True,
+        "yes": True,
+        "true": True,
+        "on": True,
+        "0": False,
+        "no": False,
+        "false": False,
+        "off": False,
+    }
+
+    def convert(self, value):
+        if value.lower() not in self.BOOLEAN_STATES:
+            raise ValueError(f"Not a boolean: {value}")
+        return self.BOOLEAN_STATES[value.lower()]
+
+
+class NoneType(TypeData):
+    def convert(self, value):
+        if not value:
+            return None
+        return str(value)
+
+
+class ListType(TypeData):
+    def _validate(self):
+        """ """
+
+    def convert(self, value, flatten=True):
+        values = self.split_values(value)
+        result = []
+        for value in values:
+            sub_values = value.split(os.pathsep)
+            result.extend(sub_values)
+        converted = [self.as_type(i) for i in result]
+        return converted
+
+    def split_values(self, value):
+        """Split the provided value into a list.
+
+        First this is done by newlines. If there were no newlines in the text,
+        then we next try to split by comma.
+        """
+        if isinstance(value, (str, bytes)):
+            # Use `splitlines` rather than a custom check for whether there is
+            # more than one line. This ensures that the full `splitlines()`
+            # logic is supported here.
+            values = value.splitlines()
+            if len(values) <= 1:
+                values = value.split(",")
+            values = filter(None, [x.strip() for x in values])
+        else:
+            values = list(value)
+
+        return values
+
+
+def convert(value, as_type, source):
+    """Convert the value as a given type where the value comes from the given source"""
+    try:
+        return as_type.convert(value)
+    except Exception as exception:
+        logging.warning("%s failed to convert %r as %r because %r", source, value, as_type, exception)
+        raise
+
+
+_CONVERT = {bool: BoolType, type(None): NoneType, list: ListType}
+
+
+def get_type(action):
+    default_type = type(action.default)
+    as_type = default_type if action.type is None else action.type
+    return _CONVERT.get(default_type, TypeData)(default_type, as_type)
+
+
+__all__ = [
+    "convert",
+    "get_type",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/config/env_var.py b/venv/lib/python3.8/site-packages/virtualenv/config/env_var.py
new file mode 100644
index 0000000..5dc0c1d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/config/env_var.py
@@ -0,0 +1,26 @@
+from .convert import convert
+
+
+def get_env_var(key, as_type, env):
+    """Get the environment variable option.
+
+    :param key: the config key requested
+    :param as_type: the type we would like to convert it to
+    :param env: environment variables to use
+    :return:
+    """
+    environ_key = f"VIRTUALENV_{key.upper()}"
+    if env.get(environ_key):
+        value = env[environ_key]
+
+        try:
+            source = f"env var {environ_key}"
+            as_type = convert(value, as_type, source)
+            return as_type, source
+        except Exception:  # note the converter already logs a warning when failures happen
+            pass
+
+
+__all__ = [
+    "get_env_var",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/config/ini.py b/venv/lib/python3.8/site-packages/virtualenv/config/ini.py
new file mode 100644
index 0000000..50da884
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/config/ini.py
@@ -0,0 +1,72 @@
+import logging
+import os
+from configparser import ConfigParser
+from pathlib import Path
+
+from platformdirs import user_config_dir
+
+from .convert import convert
+
+
+class IniConfig:
+    VIRTUALENV_CONFIG_FILE_ENV_VAR = "VIRTUALENV_CONFIG_FILE"
+    STATE = {None: "failed to parse", True: "active", False: "missing"}
+
+    section = "virtualenv"
+
+    def __init__(self, env=None):
+        env = os.environ if env is None else env
+        config_file = env.get(self.VIRTUALENV_CONFIG_FILE_ENV_VAR, None)
+        self.is_env_var = config_file is not None
+        if config_file is None:
+            config_file = Path(user_config_dir(appname="virtualenv", appauthor="pypa")) / "virtualenv.ini"
+        else:
+            config_file = Path(config_file)
+        self.config_file = config_file
+        self._cache = {}
+
+        exception = None
+        self.has_config_file = None
+        try:
+            self.has_config_file = self.config_file.exists()
+        except OSError as exc:
+            exception = exc
+        else:
+            if self.has_config_file:
+                self.config_file = self.config_file.resolve()
+                self.config_parser = ConfigParser()
+                try:
+                    self._load()
+                    self.has_virtualenv_section = self.config_parser.has_section(self.section)
+                except Exception as exc:
+                    exception = exc
+        if exception is not None:
+            logging.error("failed to read config file %s because %r", config_file, exception)
+
+    def _load(self):
+        with self.config_file.open("rt") as file_handler:
+            return self.config_parser.read_file(file_handler)
+
+    def get(self, key, as_type):
+        cache_key = key, as_type
+        if cache_key in self._cache:
+            return self._cache[cache_key]
+        try:
+            source = "file"
+            raw_value = self.config_parser.get(self.section, key.lower())
+            value = convert(raw_value, as_type, source)
+            result = value, source
+        except Exception:
+            result = None
+        self._cache[cache_key] = result
+        return result
+
+    def __bool__(self):
+        return bool(self.has_config_file) and bool(self.has_virtualenv_section)
+
+    @property
+    def epilog(self):
+        return (
+            f"\nconfig file {self.config_file} {self.STATE[self.has_config_file]} "
+            f"(change{'d' if self.is_env_var else ''} via env var {self.VIRTUALENV_CONFIG_FILE_ENV_VAR})"
+        )
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/create/__init__.py
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/__pycache__/pyenv_cfg.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/create/__pycache__/pyenv_cfg.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/creator.py b/venv/lib/python3.8/site-packages/virtualenv/create/creator.py
new file mode 100644
index 0000000..ad41bfe
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/creator.py
@@ -0,0 +1,223 @@
+import json
+import logging
+import os
+import sys
+from abc import ABCMeta, abstractmethod
+from argparse import ArgumentTypeError
+from ast import literal_eval
+from collections import OrderedDict
+from pathlib import Path
+
+from virtualenv.discovery.cached_py_info import LogCmd
+from virtualenv.util.path import safe_delete
+from virtualenv.util.subprocess import run_cmd
+from virtualenv.version import __version__
+
+from .pyenv_cfg import PyEnvCfg
+
+HERE = Path(os.path.abspath(__file__)).parent
+DEBUG_SCRIPT = HERE / "debug.py"
+
+
+class CreatorMeta:
+    def __init__(self):
+        self.error = None
+
+
+class Creator(metaclass=ABCMeta):
+    """A class that given a python Interpreter creates a virtual environment"""
+
+    def __init__(self, options, interpreter):
+        """Construct a new virtual environment creator.
+
+        :param options: the CLI option as parsed from :meth:`add_parser_arguments`
+        :param interpreter: the interpreter to create virtual environment from
+        """
+        self.interpreter = interpreter
+        self._debug = None
+        self.dest = Path(options.dest)
+        self.clear = options.clear
+        self.no_vcs_ignore = options.no_vcs_ignore
+        self.pyenv_cfg = PyEnvCfg.from_folder(self.dest)
+        self.app_data = options.app_data
+        self.env = options.env
+
+    def __repr__(self):
+        return f"{self.__class__.__name__}({', '.join(f'{k}={v}' for k, v in self._args())})"
+
+    def _args(self):
+        return [
+            ("dest", str(self.dest)),
+            ("clear", self.clear),
+            ("no_vcs_ignore", self.no_vcs_ignore),
+        ]
+
+    @classmethod
+    def can_create(cls, interpreter):
+        """Determine if we can create a virtual environment.
+
+        :param interpreter: the interpreter in question
+        :return: ``None`` if we can't create, any other object otherwise that will be forwarded to \
+                  :meth:`add_parser_arguments`
+        """
+        return True
+
+    @classmethod
+    def add_parser_arguments(cls, parser, interpreter, meta, app_data):
+        """Add CLI arguments for the creator.
+
+        :param parser: the CLI parser
+        :param app_data: the application data folder
+        :param interpreter: the interpreter we're asked to create virtual environment for
+        :param meta: value as returned by :meth:`can_create`
+        """
+        parser.add_argument(
+            "dest",
+            help="directory to create virtualenv at",
+            type=cls.validate_dest,
+        )
+        parser.add_argument(
+            "--clear",
+            dest="clear",
+            action="store_true",
+            help="remove the destination directory if exist before starting (will overwrite files otherwise)",
+            default=False,
+        )
+        parser.add_argument(
+            "--no-vcs-ignore",
+            dest="no_vcs_ignore",
+            action="store_true",
+            help="don't create VCS ignore directive in the destination directory",
+            default=False,
+        )
+
+    @abstractmethod
+    def create(self):
+        """Perform the virtual environment creation."""
+        raise NotImplementedError
+
+    @classmethod
+    def validate_dest(cls, raw_value):
+        """No path separator in the path, valid chars and must be write-able"""
+
+        def non_write_able(dest, value):
+            common = Path(*os.path.commonprefix([value.parts, dest.parts]))
+            raise ArgumentTypeError(f"the destination {dest.relative_to(common)} is not write-able at {common}")
+
+        # the file system must be able to encode
+        # note in newer CPython this is always utf-8 https://www.python.org/dev/peps/pep-0529/
+        encoding = sys.getfilesystemencoding()
+        refused = OrderedDict()
+        kwargs = {"errors": "ignore"} if encoding != "mbcs" else {}
+        for char in str(raw_value):
+            try:
+                trip = char.encode(encoding, **kwargs).decode(encoding)
+                if trip == char:
+                    continue
+                raise ValueError(trip)
+            except ValueError:
+                refused[char] = None
+        if refused:
+            bad = "".join(refused.keys())
+            msg = f"the file system codec ({encoding}) cannot handle characters {bad!r} within {raw_value!r}"
+            raise ArgumentTypeError(msg)
+        if os.pathsep in raw_value:
+            msg = f"destination {raw_value!r} must not contain the path separator ({os.pathsep})"
+            raise ArgumentTypeError(f"{msg} as this would break the activation scripts")
+
+        value = Path(raw_value)
+        if value.exists() and value.is_file():
+            raise ArgumentTypeError(f"the destination {value} already exists and is a file")
+        if sys.version_info <= (3, 6):
+            # pre 3.6 resolve is always strict, aka must exists, sidestep by using os.path operation
+            dest = Path(os.path.realpath(raw_value))
+        else:
+            dest = Path(os.path.abspath(str(value))).resolve()  # on Windows absolute does not imply resolve so use both
+        value = dest
+        while dest:
+            if dest.exists():
+                if os.access(str(dest), os.W_OK):
+                    break
+                else:
+                    non_write_able(dest, value)
+            base, _ = dest.parent, dest.name
+            if base == dest:
+                non_write_able(dest, value)  # pragma: no cover
+            dest = base
+        return str(value)
+
+    def run(self):
+        if self.dest.exists() and self.clear:
+            logging.debug("delete %s", self.dest)
+            safe_delete(self.dest)
+        self.create()
+        self.set_pyenv_cfg()
+        if not self.no_vcs_ignore:
+            self.setup_ignore_vcs()
+
+    def set_pyenv_cfg(self):
+        self.pyenv_cfg.content = OrderedDict()
+        self.pyenv_cfg["home"] = self.interpreter.system_exec_prefix
+        self.pyenv_cfg["implementation"] = self.interpreter.implementation
+        self.pyenv_cfg["version_info"] = ".".join(str(i) for i in self.interpreter.version_info)
+        self.pyenv_cfg["virtualenv"] = __version__
+
+    def setup_ignore_vcs(self):
+        """Generate ignore instructions for version control systems."""
+        # mark this folder to be ignored by VCS, handle https://www.python.org/dev/peps/pep-0610/#registered-vcs
+        git_ignore = self.dest / ".gitignore"
+        if not git_ignore.exists():
+            git_ignore.write_text("# created by virtualenv automatically\n*\n")
+        # Mercurial - does not support the .hgignore file inside a subdirectory directly, but only if included via the
+        # subinclude directive from root, at which point on might as well ignore the directory itself, see
+        # https://www.selenic.com/mercurial/hgignore.5.html for more details
+        # Bazaar - does not support ignore files in sub-directories, only at root level via .bzrignore
+        # Subversion - does not support ignore files, requires direct manipulation with the svn tool
+
+    @property
+    def debug(self):
+        """
+        :return: debug information about the virtual environment (only valid after :meth:`create` has run)
+        """
+        if self._debug is None and self.exe is not None:
+            self._debug = get_env_debug_info(self.exe, self.debug_script(), self.app_data, self.env)
+        return self._debug
+
+    @staticmethod
+    def debug_script():
+        return DEBUG_SCRIPT
+
+
+def get_env_debug_info(env_exe, debug_script, app_data, env):
+    env = env.copy()
+    env.pop("PYTHONPATH", None)
+
+    with app_data.ensure_extracted(debug_script) as debug_script:
+        cmd = [str(env_exe), str(debug_script)]
+        logging.debug("debug via %r", LogCmd(cmd))
+        code, out, err = run_cmd(cmd)
+
+    try:
+        if code != 0:
+            if out:
+                result = literal_eval(out)
+            else:
+                if code == 2 and "file" in err:
+                    # Re-raise FileNotFoundError from `run_cmd()`
+                    raise OSError(err)
+                raise Exception(err)
+        else:
+            result = json.loads(out)
+        if err:
+            result["err"] = err
+    except Exception as exception:
+        return {"out": out, "err": err, "returncode": code, "exception": repr(exception)}
+    if "sys" in result and "path" in result["sys"]:
+        del result["sys"]["path"][0]
+    return result
+
+
+__all__ = [
+    "Creator",
+    "CreatorMeta",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/debug.py b/venv/lib/python3.8/site-packages/virtualenv/create/debug.py
new file mode 120000
index 0000000..38f0cc6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/debug.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/11/33/a4/7bcc3821bf1f8ae7c01d578e907defd33af3b658f0dd68c6bd9c84d0c9
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/describe.py b/venv/lib/python3.8/site-packages/virtualenv/create/describe.py
new file mode 100644
index 0000000..fade5c4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/describe.py
@@ -0,0 +1,115 @@
+from abc import ABCMeta
+from collections import OrderedDict
+from pathlib import Path
+
+from virtualenv.info import IS_WIN
+
+
+class Describe(metaclass=ABCMeta):
+    """Given a host interpreter tell us information about what the created interpreter might look like"""
+
+    suffix = ".exe" if IS_WIN else ""
+
+    def __init__(self, dest, interpreter):
+        self.interpreter = interpreter
+        self.dest = dest
+        self._stdlib = None
+        self._stdlib_platform = None
+        self._system_stdlib = None
+        self._conf_vars = None
+
+    @property
+    def bin_dir(self):
+        return self.script_dir
+
+    @property
+    def script_dir(self):
+        return self.dest / self.interpreter.install_path("scripts")
+
+    @property
+    def purelib(self):
+        return self.dest / self.interpreter.install_path("purelib")
+
+    @property
+    def platlib(self):
+        return self.dest / self.interpreter.install_path("platlib")
+
+    @property
+    def libs(self):
+        return list(OrderedDict(((self.platlib, None), (self.purelib, None))).keys())
+
+    @property
+    def stdlib(self):
+        if self._stdlib is None:
+            self._stdlib = Path(self.interpreter.sysconfig_path("stdlib", config_var=self._config_vars))
+        return self._stdlib
+
+    @property
+    def stdlib_platform(self):
+        if self._stdlib_platform is None:
+            self._stdlib_platform = Path(self.interpreter.sysconfig_path("platstdlib", config_var=self._config_vars))
+        return self._stdlib_platform
+
+    @property
+    def _config_vars(self):
+        if self._conf_vars is None:
+            self._conf_vars = self._calc_config_vars(self.dest)
+        return self._conf_vars
+
+    def _calc_config_vars(self, to):
+        sys_vars = self.interpreter.sysconfig_vars
+        return {k: (to if v.startswith(self.interpreter.prefix) else v) for k, v in sys_vars.items()}
+
+    @classmethod
+    def can_describe(cls, interpreter):
+        """Knows means it knows how the output will look"""
+        return True
+
+    @property
+    def env_name(self):
+        return self.dest.parts[-1]
+
+    @property
+    def exe(self):
+        return self.bin_dir / f"{self.exe_stem()}{self.suffix}"
+
+    @classmethod
+    def exe_stem(cls):
+        """executable name without suffix - there seems to be no standard way to get this without creating it"""
+        raise NotImplementedError
+
+    def script(self, name):
+        return self.script_dir / f"{name}{self.suffix}"
+
+
+class Python2Supports(Describe, metaclass=ABCMeta):
+    @classmethod
+    def can_describe(cls, interpreter):
+        return interpreter.version_info.major == 2 and super().can_describe(interpreter)
+
+
+class Python3Supports(Describe, metaclass=ABCMeta):
+    @classmethod
+    def can_describe(cls, interpreter):
+        return interpreter.version_info.major == 3 and super().can_describe(interpreter)
+
+
+class PosixSupports(Describe, metaclass=ABCMeta):
+    @classmethod
+    def can_describe(cls, interpreter):
+        return interpreter.os == "posix" and super().can_describe(interpreter)
+
+
+class WindowsSupports(Describe, metaclass=ABCMeta):
+    @classmethod
+    def can_describe(cls, interpreter):
+        return interpreter.os == "nt" and super().can_describe(interpreter)
+
+
+__all__ = [
+    "Describe",
+    "Python2Supports",
+    "Python3Supports",
+    "PosixSupports",
+    "WindowsSupports",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/pyenv_cfg.py b/venv/lib/python3.8/site-packages/virtualenv/create/pyenv_cfg.py
new file mode 100644
index 0000000..9193a28
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/pyenv_cfg.py
@@ -0,0 +1,62 @@
+import logging
+from collections import OrderedDict
+
+
+class PyEnvCfg:
+    def __init__(self, content, path):
+        self.content = content
+        self.path = path
+
+    @classmethod
+    def from_folder(cls, folder):
+        return cls.from_file(folder / "pyvenv.cfg")
+
+    @classmethod
+    def from_file(cls, path):
+        content = cls._read_values(path) if path.exists() else OrderedDict()
+        return PyEnvCfg(content, path)
+
+    @staticmethod
+    def _read_values(path):
+        content = OrderedDict()
+        for line in path.read_text(encoding="utf-8").splitlines():
+            equals_at = line.index("=")
+            key = line[:equals_at].strip()
+            value = line[equals_at + 1 :].strip()
+            content[key] = value
+        return content
+
+    def write(self):
+        logging.debug("write %s", self.path)
+        text = ""
+        for key, value in self.content.items():
+            line = f"{key} = {value}"
+            logging.debug("\t%s", line)
+            text += line
+            text += "\n"
+        self.path.write_text(text, encoding="utf-8")
+
+    def refresh(self):
+        self.content = self._read_values(self.path)
+        return self.content
+
+    def __setitem__(self, key, value):
+        self.content[key] = value
+
+    def __getitem__(self, key):
+        return self.content[key]
+
+    def __contains__(self, item):
+        return item in self.content
+
+    def update(self, other):
+        self.content.update(other)
+        return self
+
+    def __repr__(self):
+        return f"{self.__class__.__name__}(path={self.path})"
+
+
+__all__ = [
+    "PyEnvCfg",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/__init__.py
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+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/__init__.py
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+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
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new file mode 120000
index 0000000..9b64123
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/_virtualenv.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ce/57/d5/e0d9b5d7356cb42da7450ba8f9359bdf693e335f4c921626943c77e64d
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/api.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/api.py
new file mode 100644
index 0000000..7a4086f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/api.py
@@ -0,0 +1,112 @@
+import logging
+import os
+from abc import ABCMeta
+from pathlib import Path
+
+from virtualenv.info import fs_supports_symlink
+
+from ..creator import Creator, CreatorMeta
+
+
+class ViaGlobalRefMeta(CreatorMeta):
+    def __init__(self):
+        super().__init__()
+        self.copy_error = None
+        self.symlink_error = None
+        if not fs_supports_symlink():
+            self.symlink_error = "the filesystem does not supports symlink"
+
+    @property
+    def can_copy(self):
+        return not self.copy_error
+
+    @property
+    def can_symlink(self):
+        return not self.symlink_error
+
+
+class ViaGlobalRefApi(Creator, metaclass=ABCMeta):
+    def __init__(self, options, interpreter):
+        super().__init__(options, interpreter)
+        self.symlinks = self._should_symlink(options)
+        self.enable_system_site_package = options.system_site
+
+    @staticmethod
+    def _should_symlink(options):
+        # Priority of where the option is set to follow the order: CLI, env var, file, hardcoded.
+        # If both set at same level prefers copy over symlink.
+        copies, symlinks = getattr(options, "copies", False), getattr(options, "symlinks", False)
+        copy_src, sym_src = options.get_source("copies"), options.get_source("symlinks")
+        for level in ["cli", "env var", "file", "default"]:
+            s_opt = symlinks if sym_src == level else None
+            c_opt = copies if copy_src == level else None
+            if s_opt is True and c_opt is True:
+                return False
+            if s_opt is True:
+                return True
+            if c_opt is True:
+                return False
+        return False  # fallback to copy
+
+    @classmethod
+    def add_parser_arguments(cls, parser, interpreter, meta, app_data):
+        super().add_parser_arguments(parser, interpreter, meta, app_data)
+        parser.add_argument(
+            "--system-site-packages",
+            default=False,
+            action="store_true",
+            dest="system_site",
+            help="give the virtual environment access to the system site-packages dir",
+        )
+        group = parser.add_mutually_exclusive_group()
+        if not meta.can_symlink and not meta.can_copy:
+            raise RuntimeError("neither symlink or copy method supported")
+        if meta.can_symlink:
+            group.add_argument(
+                "--symlinks",
+                default=True,
+                action="store_true",
+                dest="symlinks",
+                help="try to use symlinks rather than copies, when symlinks are not the default for the platform",
+            )
+        if meta.can_copy:
+            group.add_argument(
+                "--copies",
+                "--always-copy",
+                default=not meta.can_symlink,
+                action="store_true",
+                dest="copies",
+                help="try to use copies rather than symlinks, even when symlinks are the default for the platform",
+            )
+
+    def create(self):
+        self.install_patch()
+
+    def install_patch(self):
+        text = self.env_patch_text()
+        if text:
+            pth = self.purelib / "_virtualenv.pth"
+            logging.debug("create virtualenv import hook file %s", pth)
+            pth.write_text("import _virtualenv")
+            dest_path = self.purelib / "_virtualenv.py"
+            logging.debug("create %s", dest_path)
+            dest_path.write_text(text)
+
+    def env_patch_text(self):
+        """Patch the distutils package to not be derailed by its configuration files"""
+        with self.app_data.ensure_extracted(Path(__file__).parent / "_virtualenv.py") as resolved_path:
+            text = resolved_path.read_text()
+            return text.replace('"__SCRIPT_DIR__"', repr(os.path.relpath(str(self.script_dir), str(self.purelib))))
+
+    def _args(self):
+        return super()._args() + [("global", self.enable_system_site_package)]
+
+    def set_pyenv_cfg(self):
+        super().set_pyenv_cfg()
+        self.pyenv_cfg["include-system-site-packages"] = "true" if self.enable_system_site_package else "false"
+
+
+__all__ = [
+    "ViaGlobalRefMeta",
+    "ViaGlobalRefApi",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/__init__.py
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/__init__.py
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+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/builtin_way.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/builtin_way.py
new file mode 100644
index 0000000..e321593
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/builtin_way.py
@@ -0,0 +1,17 @@
+from abc import ABCMeta
+
+from virtualenv.create.creator import Creator
+from virtualenv.create.describe import Describe
+
+
+class VirtualenvBuiltin(Creator, Describe, metaclass=ABCMeta):
+    """A creator that does operations itself without delegation, if we can create it we can also describe it"""
+
+    def __init__(self, options, interpreter):
+        Creator.__init__(self, options, interpreter)
+        Describe.__init__(self, self.dest, interpreter)
+
+
+__all__ = [
+    "VirtualenvBuiltin",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/__init__.py
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/common.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/common.py
new file mode 100644
index 0000000..b2f7944
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/common.py
@@ -0,0 +1,64 @@
+from abc import ABCMeta
+from collections import OrderedDict
+from pathlib import Path
+
+from virtualenv.create.describe import PosixSupports, WindowsSupports
+from virtualenv.create.via_global_ref.builtin.ref import RefMust, RefWhen
+
+from ..via_global_self_do import ViaGlobalRefVirtualenvBuiltin
+
+
+class CPython(ViaGlobalRefVirtualenvBuiltin, metaclass=ABCMeta):
+    @classmethod
+    def can_describe(cls, interpreter):
+        return interpreter.implementation == "CPython" and super().can_describe(interpreter)
+
+    @classmethod
+    def exe_stem(cls):
+        return "python"
+
+
+class CPythonPosix(CPython, PosixSupports, metaclass=ABCMeta):
+    """Create a CPython virtual environment on POSIX platforms"""
+
+    @classmethod
+    def _executables(cls, interpreter):
+        host_exe = Path(interpreter.system_executable)
+        major, minor = interpreter.version_info.major, interpreter.version_info.minor
+        targets = OrderedDict((i, None) for i in ["python", f"python{major}", f"python{major}.{minor}", host_exe.name])
+        must = RefMust.COPY if interpreter.version_info.major == 2 else RefMust.NA
+        yield host_exe, list(targets.keys()), must, RefWhen.ANY
+
+
+class CPythonWindows(CPython, WindowsSupports, metaclass=ABCMeta):
+    @classmethod
+    def _executables(cls, interpreter):
+        # symlink of the python executables does not work reliably, copy always instead
+        # - https://bugs.python.org/issue42013
+        # - venv
+        host = cls.host_python(interpreter)
+        for path in (host.parent / n for n in {"python.exe", host.name}):
+            yield host, [path.name], RefMust.COPY, RefWhen.ANY
+        # for more info on pythonw.exe see https://stackoverflow.com/a/30313091
+        python_w = host.parent / "pythonw.exe"
+        yield python_w, [python_w.name], RefMust.COPY, RefWhen.ANY
+
+    @classmethod
+    def host_python(cls, interpreter):
+        return Path(interpreter.system_executable)
+
+
+def is_mac_os_framework(interpreter):
+    if interpreter.platform == "darwin":
+        framework_var = interpreter.sysconfig_vars.get("PYTHONFRAMEWORK")
+        value = "Python3" if interpreter.version_info.major == 3 else "Python"
+        return framework_var == value
+    return False
+
+
+__all__ = [
+    "CPython",
+    "CPythonPosix",
+    "CPythonWindows",
+    "is_mac_os_framework",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/cpython2.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/cpython2.py
new file mode 100644
index 0000000..5a9eb85
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/cpython2.py
@@ -0,0 +1,98 @@
+import abc
+import logging
+from pathlib import Path
+
+from virtualenv.create.via_global_ref.builtin.ref import PathRefToDest
+
+from ..python2.python2 import Python2
+from .common import CPython, CPythonPosix, CPythonWindows, is_mac_os_framework
+
+
+class CPython2(CPython, Python2, metaclass=abc.ABCMeta):
+    """Create a CPython version 2  virtual environment"""
+
+    @classmethod
+    def sources(cls, interpreter):
+        yield from super().sources(interpreter)
+        # include folder needed on Python 2 as we don't have pyenv.cfg
+        host_include_marker = cls.host_include_marker(interpreter)
+        if host_include_marker.exists():
+            yield PathRefToDest(host_include_marker.parent, dest=lambda self, _: self.include)
+
+    @classmethod
+    def needs_stdlib_py_module(cls):
+        return False
+
+    @classmethod
+    def host_include_marker(cls, interpreter):
+        return Path(interpreter.system_include) / "Python.h"
+
+    @property
+    def include(self):
+        # the pattern include the distribution name too at the end, remove that via the parent call
+        return (self.dest / self.interpreter.install_path("headers")).parent
+
+    @classmethod
+    def modules(cls):
+        return ["os"]  # landmark to set sys.prefix
+
+    def ensure_directories(self):
+        dirs = super().ensure_directories()
+        host_include_marker = self.host_include_marker(self.interpreter)
+        if host_include_marker.exists():
+            dirs.add(self.include.parent)
+        else:
+            logging.debug("no include folders as can't find include marker %s", host_include_marker)
+        return dirs
+
+
+class CPython2PosixBase(CPython2, CPythonPosix, metaclass=abc.ABCMeta):
+    """common to macOs framework builds and other posix CPython2"""
+
+    @classmethod
+    def sources(cls, interpreter):
+        yield from super().sources(interpreter)
+
+        # check if the makefile exists and if so make it available under the virtual environment
+        make_file = Path(interpreter.sysconfig["makefile_filename"])
+        if make_file.exists() and str(make_file).startswith(interpreter.prefix):
+            under_prefix = make_file.relative_to(Path(interpreter.prefix))
+            yield PathRefToDest(make_file, dest=lambda self, s: self.dest / under_prefix)
+
+
+class CPython2Posix(CPython2PosixBase):
+    """CPython 2 on POSIX (excluding macOs framework builds)"""
+
+    @classmethod
+    def can_describe(cls, interpreter):
+        return is_mac_os_framework(interpreter) is False and super().can_describe(interpreter)
+
+    @classmethod
+    def sources(cls, interpreter):
+        yield from super().sources(interpreter)
+        # landmark for exec_prefix
+        exec_marker_file, to_path, _ = cls.from_stdlib(cls.mappings(interpreter), "lib-dynload")
+        yield PathRefToDest(exec_marker_file, dest=to_path)
+
+
+class CPython2Windows(CPython2, CPythonWindows):
+    """CPython 2 on Windows"""
+
+    @classmethod
+    def sources(cls, interpreter):
+        yield from super().sources(interpreter)
+        py27_dll = Path(interpreter.system_executable).parent / "python27.dll"
+        if py27_dll.exists():  # this might be global in the Windows folder in which case it's alright to be missing
+            yield PathRefToDest(py27_dll, dest=cls.to_bin)
+
+        libs = Path(interpreter.system_prefix) / "libs"
+        if libs.exists():
+            yield PathRefToDest(libs, dest=lambda self, s: self.dest / s.name)
+
+
+__all__ = [
+    "CPython2",
+    "CPython2PosixBase",
+    "CPython2Posix",
+    "CPython2Windows",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/cpython3.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/cpython3.py
new file mode 100644
index 0000000..433dc4a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/cpython3.py
@@ -0,0 +1,129 @@
+import abc
+import fnmatch
+from itertools import chain
+from operator import methodcaller as method
+from pathlib import Path
+from textwrap import dedent
+
+from virtualenv.create.describe import Python3Supports
+from virtualenv.create.via_global_ref.builtin.ref import PathRefToDest
+from virtualenv.create.via_global_ref.store import is_store_python
+
+from .common import CPython, CPythonPosix, CPythonWindows, is_mac_os_framework
+
+
+class CPython3(CPython, Python3Supports, metaclass=abc.ABCMeta):
+    """CPython 3 or later"""
+
+
+class CPython3Posix(CPythonPosix, CPython3):
+    @classmethod
+    def can_describe(cls, interpreter):
+        return is_mac_os_framework(interpreter) is False and super().can_describe(interpreter)
+
+    def env_patch_text(self):
+        text = super().env_patch_text()
+        if self.pyvenv_launch_patch_active(self.interpreter):
+            text += dedent(
+                """
+                # for https://github.com/python/cpython/pull/9516, see https://github.com/pypa/virtualenv/issues/1704
+                import os
+                if "__PYVENV_LAUNCHER__" in os.environ:
+                    del os.environ["__PYVENV_LAUNCHER__"]
+                """,
+            )
+        return text
+
+    @classmethod
+    def pyvenv_launch_patch_active(cls, interpreter):
+        ver = interpreter.version_info
+        return interpreter.platform == "darwin" and ((3, 7, 8) > ver >= (3, 7) or (3, 8, 3) > ver >= (3, 8))
+
+
+class CPython3Windows(CPythonWindows, CPython3):
+    """ """
+
+    @classmethod
+    def setup_meta(cls, interpreter):
+        if is_store_python(interpreter):  # store python is not supported here
+            return None
+        return super().setup_meta(interpreter)
+
+    @classmethod
+    def sources(cls, interpreter):
+        if cls.has_shim(interpreter):
+            refs = cls.executables(interpreter)
+        else:
+            refs = chain(
+                cls.executables(interpreter),
+                cls.dll_and_pyd(interpreter),
+                cls.python_zip(interpreter),
+            )
+        yield from refs
+
+    @classmethod
+    def executables(cls, interpreter):
+        return super().sources(interpreter)
+
+    @classmethod
+    def has_shim(cls, interpreter):
+        return interpreter.version_info.minor >= 7 and cls.shim(interpreter) is not None
+
+    @classmethod
+    def shim(cls, interpreter):
+        shim = Path(interpreter.system_stdlib) / "venv" / "scripts" / "nt" / "python.exe"
+        if shim.exists():
+            return shim
+        return None
+
+    @classmethod
+    def host_python(cls, interpreter):
+        if cls.has_shim(interpreter):
+            # starting with CPython 3.7 Windows ships with a venvlauncher.exe that avoids the need for dll/pyd copies
+            # it also means the wrapper must be copied to avoid bugs such as https://bugs.python.org/issue42013
+            return cls.shim(interpreter)
+        return super().host_python(interpreter)
+
+    @classmethod
+    def dll_and_pyd(cls, interpreter):
+        folders = [Path(interpreter.system_executable).parent]
+
+        # May be missing on some Python hosts.
+        # See https://github.com/pypa/virtualenv/issues/2368
+        dll_folder = Path(interpreter.system_prefix) / "DLLs"
+        if dll_folder.is_dir():
+            folders.append(dll_folder)
+
+        for folder in folders:
+            for file in folder.iterdir():
+                if file.suffix in (".pyd", ".dll"):
+                    yield PathRefToDest(file, cls.to_bin)
+
+    @classmethod
+    def python_zip(cls, interpreter):
+        """
+        "python{VERSION}.zip" contains compiled *.pyc std lib packages, where
+        "VERSION" is `py_version_nodot` var from the `sysconfig` module.
+        :see: https://docs.python.org/3/using/windows.html#the-embeddable-package
+        :see: `discovery.py_info.PythonInfo` class (interpreter).
+        :see: `python -m sysconfig` output.
+
+        :note: The embeddable Python distribution for Windows includes
+        "python{VERSION}.zip" and "python{VERSION}._pth" files. User can
+        move/rename *zip* file and edit `sys.path` by editing *_pth* file.
+        Here the `pattern` is used only for the default *zip* file name!
+        """
+        pattern = f"*python{interpreter.version_nodot}.zip"
+        matches = fnmatch.filter(interpreter.path, pattern)
+        matched_paths = map(Path, matches)
+        existing_paths = filter(method("exists"), matched_paths)
+        path = next(existing_paths, None)
+        if path is not None:
+            yield PathRefToDest(path, cls.to_bin)
+
+
+__all__ = [
+    "CPython3",
+    "CPython3Posix",
+    "CPython3Windows",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/mac_os.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/mac_os.py
new file mode 100644
index 0000000..16da661
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/cpython/mac_os.py
@@ -0,0 +1,343 @@
+"""The Apple Framework builds require their own customization"""
+import logging
+import os
+import struct
+import subprocess
+from abc import ABCMeta, abstractmethod
+from pathlib import Path
+from textwrap import dedent
+
+from virtualenv.create.via_global_ref.builtin.ref import ExePathRefToDest, PathRefToDest, RefMust
+from virtualenv.info import IS_MAC_ARM64
+
+from .common import CPython, CPythonPosix, is_mac_os_framework
+from .cpython2 import CPython2PosixBase
+from .cpython3 import CPython3
+
+
+class CPythonmacOsFramework(CPython, metaclass=ABCMeta):
+    @classmethod
+    def can_describe(cls, interpreter):
+        return is_mac_os_framework(interpreter) and super().can_describe(interpreter)
+
+    def create(self):
+        super().create()
+
+        # change the install_name of the copied python executables
+        target = self.desired_mach_o_image_path()
+        current = self.current_mach_o_image_path()
+        for src in self._sources:
+            if isinstance(src, ExePathRefToDest):
+                if src.must == RefMust.COPY or not self.symlinks:
+                    exes = [self.bin_dir / src.base]
+                    if not self.symlinks:
+                        exes.extend(self.bin_dir / a for a in src.aliases)
+                    for exe in exes:
+                        fix_mach_o(str(exe), current, target, self.interpreter.max_size)
+
+    @classmethod
+    def _executables(cls, interpreter):
+        for _, targets, must, when in super()._executables(interpreter):
+            # Make sure we use the embedded interpreter inside the framework, even if sys.executable points to the
+            # stub executable in ${sys.prefix}/bin.
+            # See http://groups.google.com/group/python-virtualenv/browse_thread/thread/17cab2f85da75951
+            fixed_host_exe = Path(interpreter.prefix) / "Resources" / "Python.app" / "Contents" / "MacOS" / "Python"
+            yield fixed_host_exe, targets, must, when
+
+    @abstractmethod
+    def current_mach_o_image_path(self):
+        raise NotImplementedError
+
+    @abstractmethod
+    def desired_mach_o_image_path(self):
+        raise NotImplementedError
+
+
+class CPython2macOsFramework(CPythonmacOsFramework, CPython2PosixBase):
+    @classmethod
+    def can_create(cls, interpreter):
+        if not IS_MAC_ARM64 and super().can_describe(interpreter):
+            return super().can_create(interpreter)
+        return False
+
+    def current_mach_o_image_path(self):
+        return os.path.join(self.interpreter.prefix, "Python")
+
+    def desired_mach_o_image_path(self):
+        return "@executable_path/../Python"
+
+    @classmethod
+    def sources(cls, interpreter):
+        yield from super().sources(interpreter)
+        # landmark for exec_prefix
+        exec_marker_file, to_path, _ = cls.from_stdlib(cls.mappings(interpreter), "lib-dynload")
+        yield PathRefToDest(exec_marker_file, dest=to_path)
+
+        # add a copy of the host python image
+        exe = Path(interpreter.prefix) / "Python"
+        yield PathRefToDest(exe, dest=lambda self, _: self.dest / "Python", must=RefMust.COPY)
+
+        # add a symlink to the Resources dir
+        resources = Path(interpreter.prefix) / "Resources"
+        yield PathRefToDest(resources, dest=lambda self, _: self.dest / "Resources")
+
+    @property
+    def reload_code(self):
+        result = super().reload_code
+        result = dedent(
+            f"""
+        # the bundled site.py always adds the global site package if we're on python framework build, escape this
+        import sysconfig
+        config = sysconfig.get_config_vars()
+        before = config["PYTHONFRAMEWORK"]
+        try:
+            config["PYTHONFRAMEWORK"] = ""
+            {result}
+        finally:
+            config["PYTHONFRAMEWORK"] = before
+        """,
+        )
+        return result
+
+
+class CPython2macOsArmFramework(CPython2macOsFramework, CPythonmacOsFramework, CPython2PosixBase):
+    @classmethod
+    def can_create(cls, interpreter):
+        if IS_MAC_ARM64 and super(CPythonmacOsFramework, cls).can_describe(interpreter):
+            return super(CPythonmacOsFramework, cls).can_create(interpreter)
+        return False
+
+    def create(self):
+        super(CPython2macOsFramework, self).create()
+        self.fix_signature()
+
+    def fix_signature(self):
+        """
+        On Apple M1 machines (arm64 chips),  rewriting the python executable invalidates its signature.
+        In python2 this results in a unusable python exe which just dies.
+        As a temporary workaround we can codesign the python exe during the creation process.
+        """
+        exe = self.exe
+        try:
+            logging.debug("Changing signature of copied python exe %s", exe)
+            bak_dir = exe.parent / "bk"
+            # Reset the signing on Darwin since the exe has been modified.
+            # Note codesign fails on the original exe, it needs to be copied and moved back.
+            bak_dir.mkdir(parents=True, exist_ok=True)
+            subprocess.check_call(["cp", str(exe), str(bak_dir)])
+            subprocess.check_call(["mv", str(bak_dir / exe.name), str(exe)])
+            bak_dir.rmdir()
+            metadata = "--preserve-metadata=identifier,entitlements,flags,runtime"
+            cmd = ["codesign", "-s", "-", metadata, "-f", str(exe)]
+            logging.debug("Changing Signature: %s", cmd)
+            subprocess.check_call(cmd)
+        except Exception:
+            logging.fatal("Could not change MacOS code signing on copied python exe at %s", exe)
+            raise
+
+
+class CPython3macOsFramework(CPythonmacOsFramework, CPython3, CPythonPosix):
+    def current_mach_o_image_path(self):
+        return "@executable_path/../../../../Python3"
+
+    def desired_mach_o_image_path(self):
+        return "@executable_path/../.Python"
+
+    @classmethod
+    def sources(cls, interpreter):
+        yield from super().sources(interpreter)
+
+        # add a symlink to the host python image
+        exe = Path(interpreter.prefix) / "Python3"
+        yield PathRefToDest(exe, dest=lambda self, _: self.dest / ".Python", must=RefMust.SYMLINK)
+
+    @property
+    def reload_code(self):
+        result = super().reload_code
+        result = dedent(
+            f"""
+        # the bundled site.py always adds the global site package if we're on python framework build, escape this
+        import sys
+        before = sys._framework
+        try:
+            sys._framework = None
+            {result}
+        finally:
+            sys._framework = before
+        """,
+        )
+        return result
+
+
+def fix_mach_o(exe, current, new, max_size):
+    """
+    https://en.wikipedia.org/wiki/Mach-O
+
+    Mach-O, short for Mach object file format, is a file format for executables, object code, shared libraries,
+    dynamically-loaded code, and core dumps. A replacement for the a.out format, Mach-O offers more extensibility and
+    faster access to information in the symbol table.
+
+    Each Mach-O file is made up of one Mach-O header, followed by a series of load commands, followed by one or more
+    segments, each of which contains between 0 and 255 sections. Mach-O uses the REL relocation format to handle
+    references to symbols. When looking up symbols Mach-O uses a two-level namespace that encodes each symbol into an
+    'object/symbol name' pair that is then linearly searched for by first the object and then the symbol name.
+
+    The basic structure—a list of variable-length "load commands" that reference pages of data elsewhere in the file—was
+    also used in the executable file format for Accent. The Accent file format was in turn, based on an idea from Spice
+    Lisp.
+
+    With the introduction of Mac OS X 10.6 platform the Mach-O file underwent a significant modification that causes
+    binaries compiled on a computer running 10.6 or later to be (by default) executable only on computers running Mac
+    OS X 10.6 or later. The difference stems from load commands that the dynamic linker, in previous Mac OS X versions,
+    does not understand. Another significant change to the Mach-O format is the change in how the Link Edit tables
+    (found in the __LINKEDIT section) function. In 10.6 these new Link Edit tables are compressed by removing unused and
+    unneeded bits of information, however Mac OS X 10.5 and earlier cannot read this new Link Edit table format.
+    """
+    try:
+        logging.debug("change Mach-O for %s from %s to %s", exe, current, new)
+        _builtin_change_mach_o(max_size)(exe, current, new)
+    except Exception as e:
+        logging.warning("Could not call _builtin_change_mac_o: %s. " "Trying to call install_name_tool instead.", e)
+        try:
+            cmd = ["install_name_tool", "-change", current, new, exe]
+            subprocess.check_call(cmd)
+        except Exception:
+            logging.fatal("Could not call install_name_tool -- you must " "have Apple's development tools installed")
+            raise
+
+
+def _builtin_change_mach_o(maxint):
+    MH_MAGIC = 0xFEEDFACE
+    MH_CIGAM = 0xCEFAEDFE
+    MH_MAGIC_64 = 0xFEEDFACF
+    MH_CIGAM_64 = 0xCFFAEDFE
+    FAT_MAGIC = 0xCAFEBABE
+    BIG_ENDIAN = ">"
+    LITTLE_ENDIAN = "<"
+    LC_LOAD_DYLIB = 0xC
+
+    class FileView:
+        """A proxy for file-like objects that exposes a given view of a file. Modified from macholib."""
+
+        def __init__(self, file_obj, start=0, size=maxint):
+            if isinstance(file_obj, FileView):
+                self._file_obj = file_obj._file_obj
+            else:
+                self._file_obj = file_obj
+            self._start = start
+            self._end = start + size
+            self._pos = 0
+
+        def __repr__(self):
+            return f"<fileview [{self._start:d}, {self._end:d}] {self._file_obj!r}>"
+
+        def tell(self):
+            return self._pos
+
+        def _checkwindow(self, seek_to, op):
+            if not (self._start <= seek_to <= self._end):
+                msg = f"{op} to offset {seek_to:d} is outside window [{self._start:d}, {self._end:d}]"
+                raise OSError(msg)
+
+        def seek(self, offset, whence=0):
+            seek_to = offset
+            if whence == os.SEEK_SET:
+                seek_to += self._start
+            elif whence == os.SEEK_CUR:
+                seek_to += self._start + self._pos
+            elif whence == os.SEEK_END:
+                seek_to += self._end
+            else:
+                raise OSError(f"Invalid whence argument to seek: {whence!r}")
+            self._checkwindow(seek_to, "seek")
+            self._file_obj.seek(seek_to)
+            self._pos = seek_to - self._start
+
+        def write(self, content):
+            here = self._start + self._pos
+            self._checkwindow(here, "write")
+            self._checkwindow(here + len(content), "write")
+            self._file_obj.seek(here, os.SEEK_SET)
+            self._file_obj.write(content)
+            self._pos += len(content)
+
+        def read(self, size=maxint):
+            assert size >= 0
+            here = self._start + self._pos
+            self._checkwindow(here, "read")
+            size = min(size, self._end - here)
+            self._file_obj.seek(here, os.SEEK_SET)
+            read_bytes = self._file_obj.read(size)
+            self._pos += len(read_bytes)
+            return read_bytes
+
+    def read_data(file, endian, num=1):
+        """Read a given number of 32-bits unsigned integers from the given file with the given endianness."""
+        res = struct.unpack(endian + "L" * num, file.read(num * 4))
+        if len(res) == 1:
+            return res[0]
+        return res
+
+    def mach_o_change(at_path, what, value):
+        """Replace a given name (what) in any LC_LOAD_DYLIB command found in the given binary with a new name (value),
+        provided it's shorter."""
+
+        def do_macho(file, bits, endian):
+            # Read Mach-O header (the magic number is assumed read by the caller)
+            cpu_type, cpu_sub_type, file_type, n_commands, size_of_commands, flags = read_data(file, endian, 6)
+            # 64-bits header has one more field.
+            if bits == 64:
+                read_data(file, endian)
+            # The header is followed by n commands
+            for _ in range(n_commands):
+                where = file.tell()
+                # Read command header
+                cmd, cmd_size = read_data(file, endian, 2)
+                if cmd == LC_LOAD_DYLIB:
+                    # The first data field in LC_LOAD_DYLIB commands is the offset of the name, starting from the
+                    # beginning of the  command.
+                    name_offset = read_data(file, endian)
+                    file.seek(where + name_offset, os.SEEK_SET)
+                    # Read the NUL terminated string
+                    load = file.read(cmd_size - name_offset).decode()
+                    load = load[: load.index("\0")]
+                    # If the string is what is being replaced, overwrite it.
+                    if load == what:
+                        file.seek(where + name_offset, os.SEEK_SET)
+                        file.write(value.encode() + b"\0")
+                # Seek to the next command
+                file.seek(where + cmd_size, os.SEEK_SET)
+
+        def do_file(file, offset=0, size=maxint):
+            file = FileView(file, offset, size)
+            # Read magic number
+            magic = read_data(file, BIG_ENDIAN)
+            if magic == FAT_MAGIC:
+                # Fat binaries contain nfat_arch Mach-O binaries
+                n_fat_arch = read_data(file, BIG_ENDIAN)
+                for _ in range(n_fat_arch):
+                    # Read arch header
+                    cpu_type, cpu_sub_type, offset, size, align = read_data(file, BIG_ENDIAN, 5)
+                    do_file(file, offset, size)
+            elif magic == MH_MAGIC:
+                do_macho(file, 32, BIG_ENDIAN)
+            elif magic == MH_CIGAM:
+                do_macho(file, 32, LITTLE_ENDIAN)
+            elif magic == MH_MAGIC_64:
+                do_macho(file, 64, BIG_ENDIAN)
+            elif magic == MH_CIGAM_64:
+                do_macho(file, 64, LITTLE_ENDIAN)
+
+        assert len(what) >= len(value)
+
+        with open(at_path, "r+b") as f:
+            do_file(f)
+
+    return mach_o_change
+
+
+__all__ = [
+    "CPythonmacOsFramework",
+    "CPython2macOsFramework",
+    "CPython3macOsFramework",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/pypy/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/pypy/__init__.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
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index 0000000..97fa963
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/pypy/common.py
@@ -0,0 +1,53 @@
+import abc
+from pathlib import Path
+
+from virtualenv.create.via_global_ref.builtin.ref import PathRefToDest, RefMust, RefWhen
+
+from ..via_global_self_do import ViaGlobalRefVirtualenvBuiltin
+
+
+class PyPy(ViaGlobalRefVirtualenvBuiltin, metaclass=abc.ABCMeta):
+    @classmethod
+    def can_describe(cls, interpreter):
+        return interpreter.implementation == "PyPy" and super().can_describe(interpreter)
+
+    @classmethod
+    def _executables(cls, interpreter):
+        host = Path(interpreter.system_executable)
+        targets = sorted(f"{name}{PyPy.suffix}" for name in cls.exe_names(interpreter))
+        must = RefMust.COPY if interpreter.version_info.major == 2 else RefMust.NA
+        yield host, targets, must, RefWhen.ANY
+
+    @classmethod
+    def executables(cls, interpreter):
+        yield from super().sources(interpreter)
+
+    @classmethod
+    def exe_names(cls, interpreter):
+        return {
+            cls.exe_stem(),
+            "python",
+            f"python{interpreter.version_info.major}",
+            f"python{interpreter.version_info.major}.{interpreter.version_info.minor}",
+        }
+
+    @classmethod
+    def sources(cls, interpreter):
+        yield from cls.executables(interpreter)
+        for host in cls._add_shared_libs(interpreter):
+            yield PathRefToDest(host, dest=lambda self, s: self.bin_dir / s.name)
+
+    @classmethod
+    def _add_shared_libs(cls, interpreter):
+        # https://bitbucket.org/pypy/pypy/issue/1922/future-proofing-virtualenv
+        python_dir = Path(interpreter.system_executable).resolve().parent
+        yield from cls._shared_libs(python_dir)
+
+    @classmethod
+    def _shared_libs(cls, python_dir):
+        raise NotImplementedError
+
+
+__all__ = [
+    "PyPy",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/pypy/pypy2.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/pypy/pypy2.py
new file mode 100644
index 0000000..9f2343f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/pypy/pypy2.py
@@ -0,0 +1,124 @@
+import abc
+import logging
+import os
+from pathlib import Path
+
+from virtualenv.create.describe import PosixSupports, WindowsSupports
+from virtualenv.create.via_global_ref.builtin.ref import PathRefToDest
+
+from ..python2.python2 import Python2
+from .common import PyPy
+
+
+class PyPy2(PyPy, Python2, metaclass=abc.ABCMeta):
+    """PyPy 2"""
+
+    @classmethod
+    def exe_stem(cls):
+        return "pypy"
+
+    @classmethod
+    def sources(cls, interpreter):
+        yield from super().sources(interpreter)
+        # include folder needed on Python 2 as we don't have pyenv.cfg
+        host_include_marker = cls.host_include_marker(interpreter)
+        if host_include_marker.exists():
+            yield PathRefToDest(host_include_marker.parent, dest=lambda self, _: self.include)
+
+    @classmethod
+    def needs_stdlib_py_module(cls):
+        return True
+
+    @classmethod
+    def host_include_marker(cls, interpreter):
+        return Path(interpreter.system_include) / "PyPy.h"
+
+    @property
+    def include(self):
+        return self.dest / self.interpreter.install_path("headers")
+
+    @classmethod
+    def modules(cls):
+        # pypy2 uses some modules before the site.py loads, so we need to include these too
+        return super().modules() + [
+            "os",
+            "copy_reg",
+            "genericpath",
+            "linecache",
+            "stat",
+            "UserDict",
+            "warnings",
+        ]
+
+    @property
+    def lib_pypy(self):
+        return self.dest / "lib_pypy"
+
+    def ensure_directories(self):
+        dirs = super().ensure_directories()
+        dirs.add(self.lib_pypy)
+        host_include_marker = self.host_include_marker(self.interpreter)
+        if host_include_marker.exists():
+            dirs.add(self.include.parent)
+        else:
+            logging.debug("no include folders as can't find include marker %s", host_include_marker)
+        return dirs
+
+    @property
+    def skip_rewrite(self):
+        """
+        PyPy2 built-in imports are handled by this path entry, don't overwrite to not disable it
+        see: https://github.com/pypa/virtualenv/issues/1652
+        """
+        return f'or path.endswith("lib_pypy{os.sep}__extensions__") # PyPy2 built-in import marker'
+
+
+class PyPy2Posix(PyPy2, PosixSupports):
+    """PyPy 2 on POSIX"""
+
+    @classmethod
+    def modules(cls):
+        return super().modules() + ["posixpath"]
+
+    @classmethod
+    def _shared_libs(cls, python_dir):
+        return python_dir.glob("libpypy*.*")
+
+    @property
+    def lib(self):
+        return self.dest / "lib"
+
+    @classmethod
+    def sources(cls, interpreter):
+        yield from super().sources(interpreter)
+        host_lib = Path(interpreter.system_prefix) / "lib"
+        if host_lib.exists():
+            yield PathRefToDest(host_lib, dest=lambda self, _: self.lib)
+
+
+class Pypy2Windows(PyPy2, WindowsSupports):
+    """PyPy 2 on Windows"""
+
+    @classmethod
+    def modules(cls):
+        return super().modules() + ["ntpath"]
+
+    @classmethod
+    def _shared_libs(cls, python_dir):
+        # No glob in python2 PathLib
+        for candidate in ["libpypy-c.dll", "libffi-7.dll", "libffi-8.dll"]:
+            dll = python_dir / candidate
+            if dll.exists():
+                yield dll
+
+    @classmethod
+    def sources(cls, interpreter):
+        yield from super().sources(interpreter)
+        yield PathRefToDest(Path(interpreter.system_prefix) / "libs", dest=lambda self, s: self.dest / s.name)
+
+
+__all__ = [
+    "PyPy2",
+    "PyPy2Posix",
+    "Pypy2Windows",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/pypy/pypy3.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/pypy/pypy3.py
new file mode 100644
index 0000000..ca5778c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/pypy/pypy3.py
@@ -0,0 +1,91 @@
+import abc
+from pathlib import Path
+
+from virtualenv.create.describe import PosixSupports, Python3Supports, WindowsSupports
+from virtualenv.create.via_global_ref.builtin.ref import PathRefToDest
+
+from .common import PyPy
+
+
+class PyPy3(PyPy, Python3Supports, metaclass=abc.ABCMeta):
+    @classmethod
+    def exe_stem(cls):
+        return "pypy3"
+
+    @classmethod
+    def exe_names(cls, interpreter):
+        return super().exe_names(interpreter) | {"pypy"}
+
+
+class PyPy3Posix(PyPy3, PosixSupports):
+    """PyPy 3 on POSIX"""
+
+    @property
+    def stdlib(self):
+        """PyPy3 respects sysconfig only for the host python, virtual envs is instead lib/pythonx.y/site-packages"""
+        return self.dest / "lib" / f"pypy{self.interpreter.version_release_str}" / "site-packages"
+
+    @classmethod
+    def _shared_libs(cls, python_dir):
+        # glob for libpypy3-c.so, libpypy3-c.dylib, libpypy3.9-c.so ...
+        return python_dir.glob("libpypy3*.*")
+
+    def to_lib(self, src):
+        return self.dest / "lib" / src.name
+
+    @classmethod
+    def sources(cls, interpreter):
+        yield from super().sources(interpreter)
+        # PyPy >= 3.8 supports a standard prefix installation, where older
+        # versions always used a portable/development style installation.
+        # If this is a standard prefix installation, skip the below:
+        if interpreter.system_prefix == "/usr":
+            return
+        # Also copy/symlink anything under prefix/lib, which, for "portable"
+        # PyPy builds, includes the tk,tcl runtime and a number of shared
+        # objects. In distro-specific builds or on conda this should be empty
+        # (on PyPy3.8+ it will, like on CPython, hold the stdlib).
+        host_lib = Path(interpreter.system_prefix) / "lib"
+        stdlib = Path(interpreter.system_stdlib)
+        if host_lib.exists() and host_lib.is_dir():
+            for path in host_lib.iterdir():
+                if stdlib == path:
+                    # For PyPy3.8+ the stdlib lives in lib/pypy3.8
+                    # We need to avoid creating a symlink to it since that
+                    # will defeat the purpose of a virtualenv
+                    continue
+                yield PathRefToDest(path, dest=cls.to_lib)
+
+
+class Pypy3Windows(PyPy3, WindowsSupports):
+    """PyPy 3 on Windows"""
+
+    @property
+    def less_v37(self):
+        return self.interpreter.version_info.minor < 7
+
+    @property
+    def stdlib(self):
+        """PyPy3 respects sysconfig only for the host python, virtual envs is instead Lib/site-packages"""
+        if self.less_v37:
+            return self.dest / "site-packages"
+        return self.dest / "Lib" / "site-packages"
+
+    @property
+    def bin_dir(self):
+        """PyPy3 needs to fallback to pypy definition"""
+        return self.dest / "Scripts"
+
+    @classmethod
+    def _shared_libs(cls, python_dir):
+        # glob for libpypy*.dll and libffi*.dll
+        for pattern in ["libpypy*.dll", "libffi*.dll"]:
+            srcs = python_dir.glob(pattern)
+            yield from srcs
+
+
+__all__ = [
+    "PyPy3",
+    "PyPy3Posix",
+    "Pypy3Windows",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/python2/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/python2/__init__.py
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/python2/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/python2/__pycache__/site.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/python2/__pycache__/site.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/python2/python2.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/python2/python2.py
new file mode 100644
index 0000000..9b963b3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/python2/python2.py
@@ -0,0 +1,104 @@
+import abc
+import json
+import os
+from pathlib import Path
+
+from virtualenv.create.describe import Python2Supports
+from virtualenv.create.via_global_ref.builtin.ref import PathRefToDest
+from virtualenv.info import IS_ZIPAPP
+from virtualenv.util.zipapp import read as read_from_zipapp
+
+from ..via_global_self_do import ViaGlobalRefVirtualenvBuiltin
+
+HERE = Path(os.path.abspath(__file__)).parent
+
+
+class Python2(ViaGlobalRefVirtualenvBuiltin, Python2Supports, metaclass=abc.ABCMeta):
+    def create(self):
+        """Perform operations needed to make the created environment work on Python 2"""
+        super().create()
+        # install a patched site-package, the default Python 2 site.py is not smart enough to understand pyvenv.cfg,
+        # so we inject a small shim that can do this, the location of this depends where it's on host
+        sys_std_plat = Path(self.interpreter.system_stdlib_platform)
+        site_py_in = (
+            self.stdlib_platform
+            if ((sys_std_plat / "site.py").exists() or (sys_std_plat / "site.pyc").exists())
+            else self.stdlib
+        )
+        site_py = site_py_in / "site.py"
+
+        custom_site = get_custom_site()
+        if IS_ZIPAPP:
+            custom_site_text = read_from_zipapp(custom_site)
+        else:
+            custom_site_text = custom_site.read_text()
+        expected = json.dumps([os.path.relpath(str(i), str(site_py)) for i in self.libs])
+
+        custom_site_text = custom_site_text.replace("___EXPECTED_SITE_PACKAGES___", expected)
+
+        reload_code = os.linesep.join(f"    {i}" for i in self.reload_code.splitlines()).lstrip()
+        custom_site_text = custom_site_text.replace("# ___RELOAD_CODE___", reload_code)
+
+        skip_rewrite = os.linesep.join(f"            {i}" for i in self.skip_rewrite.splitlines()).lstrip()
+        custom_site_text = custom_site_text.replace("# ___SKIP_REWRITE____", skip_rewrite)
+
+        site_py.write_text(custom_site_text)
+
+    @property
+    def reload_code(self):
+        return 'reload(sys.modules["site"])  # noqa # call system site.py to setup import libraries'
+
+    @property
+    def skip_rewrite(self):
+        return ""
+
+    @classmethod
+    def sources(cls, interpreter):
+        yield from super().sources(interpreter)
+        # install files needed to run site.py, either from stdlib or stdlib_platform, at least pyc, but both if exists
+        # if neither exists return the module file to trigger failure
+        mappings, needs_py_module = (
+            cls.mappings(interpreter),
+            cls.needs_stdlib_py_module(),
+        )
+        for req in cls.modules():
+            module_file, to_module, module_exists = cls.from_stdlib(mappings, f"{req}.py")
+            compiled_file, to_compiled, compiled_exists = cls.from_stdlib(mappings, f"{req}.pyc")
+            if needs_py_module or module_exists or not compiled_exists:
+                yield PathRefToDest(module_file, dest=to_module)
+            if compiled_exists:
+                yield PathRefToDest(compiled_file, dest=to_compiled)
+
+    @staticmethod
+    def from_stdlib(mappings, name):
+        for from_std, to_std in mappings:
+            src = from_std / name
+            if src.exists():
+                return src, to_std, True
+        # if not exists, fallback to first in list
+        return mappings[0][0] / name, mappings[0][1], False
+
+    @classmethod
+    def mappings(cls, interpreter):
+        mappings = [(Path(interpreter.system_stdlib_platform), cls.to_stdlib_platform)]
+        if interpreter.system_stdlib_platform != interpreter.system_stdlib:
+            mappings.append((Path(interpreter.system_stdlib), cls.to_stdlib))
+        return mappings
+
+    def to_stdlib(self, src):
+        return self.stdlib / src.name
+
+    def to_stdlib_platform(self, src):
+        return self.stdlib_platform / src.name
+
+    @classmethod
+    def needs_stdlib_py_module(cls):
+        raise NotImplementedError
+
+    @classmethod
+    def modules(cls):
+        return []
+
+
+def get_custom_site():
+    return HERE / "site.py"
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/python2/site.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/python2/site.py
new file mode 120000
index 0000000..4364895
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/python2/site.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e2/48/aa/d1cb39eeb6ebaad141b25ecccb2181d86db38d69fed421ee1fc0bb80f4
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/ref.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/ref.py
new file mode 100644
index 0000000..fb1cf2e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/ref.py
@@ -0,0 +1,176 @@
+"""
+Virtual environments in the traditional sense are built as reference to the host python. This file allows declarative
+references to elements on the file system, allowing our system to automatically detect what modes it can support given
+the constraints: e.g. can the file system symlink, can the files be read, executed, etc.
+"""
+
+import os
+from abc import ABCMeta, abstractmethod
+from collections import OrderedDict
+from stat import S_IXGRP, S_IXOTH, S_IXUSR
+
+from virtualenv.info import fs_is_case_sensitive, fs_supports_symlink
+from virtualenv.util.path import copy, make_exe, symlink
+
+
+class RefMust:
+    NA = "NA"
+    COPY = "copy"
+    SYMLINK = "symlink"
+
+
+class RefWhen:
+    ANY = "ANY"
+    COPY = "copy"
+    SYMLINK = "symlink"
+
+
+class PathRef(metaclass=ABCMeta):
+    """Base class that checks if a file reference can be symlink/copied"""
+
+    FS_SUPPORTS_SYMLINK = fs_supports_symlink()
+    FS_CASE_SENSITIVE = fs_is_case_sensitive()
+
+    def __init__(self, src, must=RefMust.NA, when=RefWhen.ANY):
+        self.must = must
+        self.when = when
+        self.src = src
+        try:
+            self.exists = src.exists()
+        except OSError:
+            self.exists = False
+        self._can_read = None if self.exists else False
+        self._can_copy = None if self.exists else False
+        self._can_symlink = None if self.exists else False
+
+    def __repr__(self):
+        return f"{self.__class__.__name__}(src={self.src})"
+
+    @property
+    def can_read(self):
+        if self._can_read is None:
+            if self.src.is_file():
+                try:
+                    with self.src.open("rb"):
+                        self._can_read = True
+                except OSError:
+                    self._can_read = False
+            else:
+                self._can_read = os.access(str(self.src), os.R_OK)
+        return self._can_read
+
+    @property
+    def can_copy(self):
+        if self._can_copy is None:
+            if self.must == RefMust.SYMLINK:
+                self._can_copy = self.can_symlink
+            else:
+                self._can_copy = self.can_read
+        return self._can_copy
+
+    @property
+    def can_symlink(self):
+        if self._can_symlink is None:
+            if self.must == RefMust.COPY:
+                self._can_symlink = self.can_copy
+            else:
+                self._can_symlink = self.FS_SUPPORTS_SYMLINK and self.can_read
+        return self._can_symlink
+
+    @abstractmethod
+    def run(self, creator, symlinks):
+        raise NotImplementedError
+
+    def method(self, symlinks):
+        if self.must == RefMust.SYMLINK:
+            return symlink
+        if self.must == RefMust.COPY:
+            return copy
+        return symlink if symlinks else copy
+
+
+class ExePathRef(PathRef, metaclass=ABCMeta):
+    """Base class that checks if a executable can be references via symlink/copy"""
+
+    def __init__(self, src, must=RefMust.NA, when=RefWhen.ANY):
+        super().__init__(src, must, when)
+        self._can_run = None
+
+    @property
+    def can_symlink(self):
+        if self.FS_SUPPORTS_SYMLINK:
+            return self.can_run
+        return False
+
+    @property
+    def can_run(self):
+        if self._can_run is None:
+            mode = self.src.stat().st_mode
+            for key in [S_IXUSR, S_IXGRP, S_IXOTH]:
+                if mode & key:
+                    self._can_run = True
+                break
+            else:
+                self._can_run = False
+        return self._can_run
+
+
+class PathRefToDest(PathRef):
+    """Link a path on the file system"""
+
+    def __init__(self, src, dest, must=RefMust.NA, when=RefWhen.ANY):
+        super().__init__(src, must, when)
+        self.dest = dest
+
+    def run(self, creator, symlinks):
+        dest = self.dest(creator, self.src)
+        method = self.method(symlinks)
+        dest_iterable = dest if isinstance(dest, list) else (dest,)
+        if not dest.parent.exists():
+            dest.parent.mkdir(parents=True, exist_ok=True)
+        for dst in dest_iterable:
+            method(self.src, dst)
+
+
+class ExePathRefToDest(PathRefToDest, ExePathRef):
+    """Link a exe path on the file system"""
+
+    def __init__(self, src, targets, dest, must=RefMust.NA, when=RefWhen.ANY):
+        ExePathRef.__init__(self, src, must, when)
+        PathRefToDest.__init__(self, src, dest, must, when)
+        if not self.FS_CASE_SENSITIVE:
+            targets = list(OrderedDict((i.lower(), None) for i in targets).keys())
+        self.base = targets[0]
+        self.aliases = targets[1:]
+        self.dest = dest
+
+    def run(self, creator, symlinks):
+        bin_dir = self.dest(creator, self.src).parent
+        dest = bin_dir / self.base
+        method = self.method(symlinks)
+        method(self.src, dest)
+        if not symlinks:
+            make_exe(dest)
+        for extra in self.aliases:
+            link_file = bin_dir / extra
+            if link_file.exists():
+                link_file.unlink()
+            if symlinks:
+                link_file.symlink_to(self.base)
+            else:
+                copy(self.src, link_file)
+            if not symlinks:
+                make_exe(link_file)
+
+    def __repr__(self):
+        return f"{self.__class__.__name__}(src={self.src}, alias={self.aliases})"
+
+
+__all__ = [
+    "ExePathRef",
+    "ExePathRefToDest",
+    "PathRefToDest",
+    "PathRef",
+    "RefWhen",
+    "RefMust",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/via_global_self_do.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/via_global_self_do.py
new file mode 100644
index 0000000..2d491cc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/builtin/via_global_self_do.py
@@ -0,0 +1,112 @@
+from abc import ABCMeta
+
+from virtualenv.create.via_global_ref.builtin.ref import ExePathRefToDest, RefMust, RefWhen
+from virtualenv.util.path import ensure_dir
+
+from ..api import ViaGlobalRefApi, ViaGlobalRefMeta
+from .builtin_way import VirtualenvBuiltin
+
+
+class BuiltinViaGlobalRefMeta(ViaGlobalRefMeta):
+    def __init__(self):
+        super().__init__()
+        self.sources = []
+
+
+class ViaGlobalRefVirtualenvBuiltin(ViaGlobalRefApi, VirtualenvBuiltin, metaclass=ABCMeta):
+    def __init__(self, options, interpreter):
+        super().__init__(options, interpreter)
+        self._sources = getattr(options.meta, "sources", None)  # if we're created as a describer this might be missing
+
+    @classmethod
+    def can_create(cls, interpreter):
+        """By default, all built-in methods assume that if we can describe it we can create it"""
+        # first we must be able to describe it
+        if not cls.can_describe(interpreter):
+            return None
+        meta = cls.setup_meta(interpreter)
+        if meta is not None and meta:
+            cls._sources_can_be_applied(interpreter, meta)
+        return meta
+
+    @classmethod
+    def _sources_can_be_applied(cls, interpreter, meta):
+        for src in cls.sources(interpreter):
+            if src.exists:
+                if meta.can_copy and not src.can_copy:
+                    meta.copy_error = f"cannot copy {src}"
+                if meta.can_symlink and not src.can_symlink:
+                    meta.symlink_error = f"cannot symlink {src}"
+            else:
+                msg = f"missing required file {src}"
+                if src.when == RefMust.NA:
+                    meta.error = msg
+                elif src.when == RefMust.COPY:
+                    meta.copy_error = msg
+                elif src.when == RefMust.SYMLINK:
+                    meta.symlink_error = msg
+            if not meta.can_copy and not meta.can_symlink:
+                meta.error = f"neither copy or symlink supported, copy: {meta.copy_error} symlink: {meta.symlink_error}"
+            if meta.error:
+                break
+            meta.sources.append(src)
+
+    @classmethod
+    def setup_meta(cls, interpreter):
+        return BuiltinViaGlobalRefMeta()
+
+    @classmethod
+    def sources(cls, interpreter):
+        for host_exe, targets, must, when in cls._executables(interpreter):
+            yield ExePathRefToDest(host_exe, dest=cls.to_bin, targets=targets, must=must, when=when)
+
+    def to_bin(self, src):
+        return self.bin_dir / src.name
+
+    @classmethod
+    def _executables(cls, interpreter):
+        raise NotImplementedError
+
+    def create(self):
+        dirs = self.ensure_directories()
+        for directory in list(dirs):
+            if any(i for i in dirs if i is not directory and directory.parts == i.parts[: len(directory.parts)]):
+                dirs.remove(directory)
+        for directory in sorted(dirs):
+            ensure_dir(directory)
+
+        self.set_pyenv_cfg()
+        self.pyenv_cfg.write()
+        true_system_site = self.enable_system_site_package
+        try:
+            self.enable_system_site_package = False
+            for src in self._sources:
+                if (
+                    src.when == RefWhen.ANY
+                    or (src.when == RefWhen.SYMLINK and self.symlinks is True)
+                    or (src.when == RefWhen.COPY and self.symlinks is False)
+                ):
+                    src.run(self, self.symlinks)
+        finally:
+            if true_system_site != self.enable_system_site_package:
+                self.enable_system_site_package = true_system_site
+        super().create()
+
+    def ensure_directories(self):
+        return {self.dest, self.bin_dir, self.script_dir, self.stdlib} | set(self.libs)
+
+    def set_pyenv_cfg(self):
+        """
+        We directly inject the base prefix and base exec prefix to avoid site.py needing to discover these
+        from home (which usually is done within the interpreter itself)
+        """
+        super().set_pyenv_cfg()
+        self.pyenv_cfg["base-prefix"] = self.interpreter.system_prefix
+        self.pyenv_cfg["base-exec-prefix"] = self.interpreter.system_exec_prefix
+        self.pyenv_cfg["base-executable"] = self.interpreter.system_executable
+
+
+__all__ = [
+    "BuiltinViaGlobalRefMeta",
+    "ViaGlobalRefVirtualenvBuiltin",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/store.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/store.py
new file mode 100644
index 0000000..a9c559c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/store.py
@@ -0,0 +1,24 @@
+from pathlib import Path
+
+
+def handle_store_python(meta, interpreter):
+    if is_store_python(interpreter):
+        meta.symlink_error = "Windows Store Python does not support virtual environments via symlink"
+    return meta
+
+
+def is_store_python(interpreter):
+    parts = Path(interpreter.system_executable).parts
+    return (
+        len(parts) > 4
+        and parts[-4] == "Microsoft"
+        and parts[-3] == "WindowsApps"
+        and parts[-2].startswith("PythonSoftwareFoundation.Python.3.")
+        and parts[-1].startswith("python")
+    )
+
+
+__all__ = [
+    "handle_store_python",
+    "is_store_python",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/venv.py b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/venv.py
new file mode 100644
index 0000000..071375a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/create/via_global_ref/venv.py
@@ -0,0 +1,98 @@
+import logging
+from copy import copy
+
+from virtualenv.create.via_global_ref.store import handle_store_python
+from virtualenv.discovery.py_info import PythonInfo
+from virtualenv.util.error import ProcessCallFailed
+from virtualenv.util.path import ensure_dir
+from virtualenv.util.subprocess import run_cmd
+
+from .api import ViaGlobalRefApi, ViaGlobalRefMeta
+from .builtin.pypy.pypy3 import Pypy3Windows
+
+
+class Venv(ViaGlobalRefApi):
+    def __init__(self, options, interpreter):
+        self.describe = options.describe
+        super().__init__(options, interpreter)
+        current = PythonInfo.current()
+        self.can_be_inline = interpreter is current and interpreter.executable == interpreter.system_executable
+        self._context = None
+
+    def _args(self):
+        return super()._args() + ([("describe", self.describe.__class__.__name__)] if self.describe else [])
+
+    @classmethod
+    def can_create(cls, interpreter):
+        if interpreter.has_venv:
+            meta = ViaGlobalRefMeta()
+            if interpreter.platform == "win32" and interpreter.version_info.major == 3:
+                meta = handle_store_python(meta, interpreter)
+            return meta
+        return None
+
+    def create(self):
+        if self.can_be_inline:
+            self.create_inline()
+        else:
+            self.create_via_sub_process()
+        for lib in self.libs:
+            ensure_dir(lib)
+        super().create()
+        self.executables_for_win_pypy_less_v37()
+
+    def executables_for_win_pypy_less_v37(self):
+        """
+        PyPy <= 3.6 (v7.3.3) for Windows contains only pypy3.exe and pypy3w.exe
+        Venv does not handle non-existing exe sources, e.g. python.exe, so this
+        patch does it.
+        """
+        creator = self.describe
+        if isinstance(creator, Pypy3Windows) and creator.less_v37:
+            for exe in creator.executables(self.interpreter):
+                exe.run(creator, self.symlinks)
+
+    def create_inline(self):
+        from venv import EnvBuilder
+
+        builder = EnvBuilder(
+            system_site_packages=self.enable_system_site_package,
+            clear=False,
+            symlinks=self.symlinks,
+            with_pip=False,
+        )
+        builder.create(str(self.dest))
+
+    def create_via_sub_process(self):
+        cmd = self.get_host_create_cmd()
+        logging.info("using host built-in venv to create via %s", " ".join(cmd))
+        code, out, err = run_cmd(cmd)
+        if code != 0:
+            raise ProcessCallFailed(code, out, err, cmd)
+
+    def get_host_create_cmd(self):
+        cmd = [self.interpreter.system_executable, "-m", "venv", "--without-pip"]
+        if self.enable_system_site_package:
+            cmd.append("--system-site-packages")
+        cmd.append("--symlinks" if self.symlinks else "--copies")
+        cmd.append(str(self.dest))
+        return cmd
+
+    def set_pyenv_cfg(self):
+        # prefer venv options over ours, but keep our extra
+        venv_content = copy(self.pyenv_cfg.refresh())
+        super().set_pyenv_cfg()
+        self.pyenv_cfg.update(venv_content)
+
+    def __getattribute__(self, item):
+        describe = object.__getattribute__(self, "describe")
+        if describe is not None and hasattr(describe, item):
+            element = getattr(describe, item)
+            if not callable(element) or item in ("script",):
+                return element
+        return object.__getattribute__(self, item)
+
+
+__all__ = [
+    "Venv",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/discovery/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/discovery/__init__.py
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/discovery/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/discovery/builtin.py b/venv/lib/python3.8/site-packages/virtualenv/discovery/builtin.py
new file mode 100644
index 0000000..40320d3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/discovery/builtin.py
@@ -0,0 +1,183 @@
+import logging
+import os
+import sys
+
+from virtualenv.info import IS_WIN
+
+from .discover import Discover
+from .py_info import PythonInfo
+from .py_spec import PythonSpec
+
+
+class Builtin(Discover):
+    def __init__(self, options):
+        super().__init__(options)
+        self.python_spec = options.python if options.python else [sys.executable]
+        self.app_data = options.app_data
+        self.try_first_with = options.try_first_with
+
+    @classmethod
+    def add_parser_arguments(cls, parser):
+        parser.add_argument(
+            "-p",
+            "--python",
+            dest="python",
+            metavar="py",
+            type=str,
+            action="append",
+            default=[],
+            help="interpreter based on what to create environment (path/identifier) "
+            "- by default use the interpreter where the tool is installed - first found wins",
+        )
+        parser.add_argument(
+            "--try-first-with",
+            dest="try_first_with",
+            metavar="py_exe",
+            type=str,
+            action="append",
+            default=[],
+            help="try first these interpreters before starting the discovery",
+        )
+
+    def run(self):
+        for python_spec in self.python_spec:
+            result = get_interpreter(python_spec, self.try_first_with, self.app_data, self._env)
+            if result is not None:
+                return result
+        return None
+
+    def __repr__(self):
+        spec = self.python_spec[0] if len(self.python_spec) == 1 else self.python_spec
+        return f"{self.__class__.__name__} discover of python_spec={spec!r}"
+
+
+def get_interpreter(key, try_first_with, app_data=None, env=None):
+    spec = PythonSpec.from_string_spec(key)
+    logging.info("find interpreter for spec %r", spec)
+    proposed_paths = set()
+    env = os.environ if env is None else env
+    for interpreter, impl_must_match in propose_interpreters(spec, try_first_with, app_data, env):
+        key = interpreter.system_executable, impl_must_match
+        if key in proposed_paths:
+            continue
+        logging.info("proposed %s", interpreter)
+        if interpreter.satisfies(spec, impl_must_match):
+            logging.debug("accepted %s", interpreter)
+            return interpreter
+        proposed_paths.add(key)
+
+
+def propose_interpreters(spec, try_first_with, app_data, env=None):
+    # 0. try with first
+    env = os.environ if env is None else env
+    for py_exe in try_first_with:
+        path = os.path.abspath(py_exe)
+        try:
+            os.lstat(path)  # Windows Store Python does not work with os.path.exists, but does for os.lstat
+        except OSError:
+            pass
+        else:
+            yield PythonInfo.from_exe(os.path.abspath(path), app_data, env=env), True
+
+    # 1. if it's a path and exists
+    if spec.path is not None:
+        try:
+            os.lstat(spec.path)  # Windows Store Python does not work with os.path.exists, but does for os.lstat
+        except OSError:
+            if spec.is_abs:
+                raise
+        else:
+            yield PythonInfo.from_exe(os.path.abspath(spec.path), app_data, env=env), True
+        if spec.is_abs:
+            return
+    else:
+        # 2. otherwise try with the current
+        yield PythonInfo.current_system(app_data), True
+
+        # 3. otherwise fallback to platform default logic
+        if IS_WIN:
+            from .windows import propose_interpreters
+
+            for interpreter in propose_interpreters(spec, app_data, env):
+                yield interpreter, True
+    # finally just find on path, the path order matters (as the candidates are less easy to control by end user)
+    paths = get_paths(env)
+    tested_exes = set()
+    for pos, path in enumerate(paths):
+        path_str = str(path)
+        logging.debug(LazyPathDump(pos, path_str, env))
+        for candidate, match in possible_specs(spec):
+            found = check_path(candidate, path_str)
+            if found is not None:
+                exe = os.path.abspath(found)
+                if exe not in tested_exes:
+                    tested_exes.add(exe)
+                    interpreter = PathPythonInfo.from_exe(exe, app_data, raise_on_error=False, env=env)
+                    if interpreter is not None:
+                        yield interpreter, match
+
+
+def get_paths(env):
+    path = env.get("PATH", None)
+    if path is None:
+        try:
+            path = os.confstr("CS_PATH")
+        except (AttributeError, ValueError):
+            path = os.defpath
+    if not path:
+        paths = []
+    else:
+        paths = [p for p in path.split(os.pathsep) if os.path.exists(p)]
+    return paths
+
+
+class LazyPathDump:
+    def __init__(self, pos, path, env):
+        self.pos = pos
+        self.path = path
+        self.env = env
+
+    def __repr__(self):
+        content = f"discover PATH[{self.pos}]={self.path}"
+        if self.env.get("_VIRTUALENV_DEBUG"):  # this is the over the board debug
+            content += " with =>"
+            for file_name in os.listdir(self.path):
+                try:
+                    file_path = os.path.join(self.path, file_name)
+                    if os.path.isdir(file_path) or not os.access(file_path, os.X_OK):
+                        continue
+                except OSError:
+                    pass
+                content += " "
+                content += file_name
+        return content
+
+
+def check_path(candidate, path):
+    _, ext = os.path.splitext(candidate)
+    if sys.platform == "win32" and ext != ".exe":
+        candidate = candidate + ".exe"
+    if os.path.isfile(candidate):
+        return candidate
+    candidate = os.path.join(path, candidate)
+    if os.path.isfile(candidate):
+        return candidate
+    return None
+
+
+def possible_specs(spec):
+    # 4. then maybe it's something exact on PATH - if it was direct lookup implementation no longer counts
+    yield spec.str_spec, False
+    # 5. or from the spec we can deduce a name on path  that matches
+    yield from spec.generate_names()
+
+
+class PathPythonInfo(PythonInfo):
+    """python info from path"""
+
+
+__all__ = [
+    "get_interpreter",
+    "Builtin",
+    "PathPythonInfo",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/discovery/cached_py_info.py b/venv/lib/python3.8/site-packages/virtualenv/discovery/cached_py_info.py
new file mode 100644
index 0000000..22ad249
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/discovery/cached_py_info.py
@@ -0,0 +1,173 @@
+"""
+
+We acquire the python information by running an interrogation script via subprocess trigger. This operation is not
+cheap, especially not on Windows. To not have to pay this hefty cost every time we apply multiple levels of
+caching.
+"""
+
+import logging
+import os
+import random
+import sys
+from collections import OrderedDict
+from pathlib import Path
+from shlex import quote
+from string import ascii_lowercase, ascii_uppercase, digits
+from subprocess import Popen
+
+from virtualenv.app_data import AppDataDisabled
+from virtualenv.discovery.py_info import PythonInfo
+from virtualenv.util.subprocess import subprocess
+
+_CACHE = OrderedDict()
+_CACHE[Path(sys.executable)] = PythonInfo()
+
+
+def from_exe(cls, app_data, exe, env=None, raise_on_error=True, ignore_cache=False):
+    env = os.environ if env is None else env
+    result = _get_from_cache(cls, app_data, exe, env, ignore_cache=ignore_cache)
+    if isinstance(result, Exception):
+        if raise_on_error:
+            raise result
+        else:
+            logging.info("%s", result)
+        result = None
+    return result
+
+
+def _get_from_cache(cls, app_data, exe, env, ignore_cache=True):
+    # note here we cannot resolve symlinks, as the symlink may trigger different prefix information if there's a
+    # pyenv.cfg somewhere alongside on python3.5+
+    exe_path = Path(exe)
+    if not ignore_cache and exe_path in _CACHE:  # check in the in-memory cache
+        result = _CACHE[exe_path]
+    else:  # otherwise go through the app data cache
+        py_info = _get_via_file_cache(cls, app_data, exe_path, exe, env)
+        result = _CACHE[exe_path] = py_info
+    # independent if it was from the file or in-memory cache fix the original executable location
+    if isinstance(result, PythonInfo):
+        result.executable = exe
+    return result
+
+
+def _get_via_file_cache(cls, app_data, path, exe, env):
+    path_text = str(path)
+    try:
+        path_modified = path.stat().st_mtime
+    except OSError:
+        path_modified = -1
+    if app_data is None:
+        app_data = AppDataDisabled()
+    py_info, py_info_store = None, app_data.py_info(path)
+    with py_info_store.locked():
+        if py_info_store.exists():  # if exists and matches load
+            data = py_info_store.read()
+            of_path, of_st_mtime, of_content = data["path"], data["st_mtime"], data["content"]
+            if of_path == path_text and of_st_mtime == path_modified:
+                py_info = cls._from_dict({k: v for k, v in of_content.items()})
+                sys_exe = py_info.system_executable
+                if sys_exe is not None and not os.path.exists(sys_exe):
+                    py_info_store.remove()
+                    py_info = None
+            else:
+                py_info_store.remove()
+        if py_info is None:  # if not loaded run and save
+            failure, py_info = _run_subprocess(cls, exe, app_data, env)
+            if failure is None:
+                data = {"st_mtime": path_modified, "path": path_text, "content": py_info._to_dict()}
+                py_info_store.write(data)
+            else:
+                py_info = failure
+    return py_info
+
+
+COOKIE_LENGTH: int = 32
+
+
+def gen_cookie():
+    return "".join(random.choice("".join((ascii_lowercase, ascii_uppercase, digits))) for _ in range(COOKIE_LENGTH))
+
+
+def _run_subprocess(cls, exe, app_data, env):
+    py_info_script = Path(os.path.abspath(__file__)).parent / "py_info.py"
+    # Cookies allow to split the serialized stdout output generated by the script collecting the info from the output
+    # generated by something else. The right way to deal with it is to create an anonymous pipe and pass its descriptor
+    # to the child and output to it. But AFAIK all of them are either not cross-platform or too big to implement and are
+    # not in the stdlib. So the easiest and the shortest way I could mind is just using the cookies.
+    # We generate pseudorandom cookies because it easy to implement and avoids breakage from outputting modules source
+    # code, i.e. by debug output libraries. We reverse the cookies to avoid breakages resulting from variable values
+    # appearing in debug output.
+
+    start_cookie = gen_cookie()
+    end_cookie = gen_cookie()
+    with app_data.ensure_extracted(py_info_script) as py_info_script:
+        cmd = [exe, str(py_info_script), start_cookie, end_cookie]
+        # prevent sys.prefix from leaking into the child process - see https://bugs.python.org/issue22490
+        env = env.copy()
+        env.pop("__PYVENV_LAUNCHER__", None)
+        logging.debug("get interpreter info via cmd: %s", LogCmd(cmd))
+        try:
+            process = Popen(
+                cmd,
+                universal_newlines=True,
+                stdin=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+                stdout=subprocess.PIPE,
+                env=env,
+            )
+            out, err = process.communicate()
+            code = process.returncode
+        except OSError as os_error:
+            out, err, code = "", os_error.strerror, os_error.errno
+    result, failure = None, None
+    if code == 0:
+        out_starts = out.find(start_cookie[::-1])
+
+        if out_starts > -1:
+            pre_cookie = out[:out_starts]
+
+            if pre_cookie:
+                sys.stdout.write(pre_cookie)
+
+            out = out[out_starts + COOKIE_LENGTH :]
+
+        out_ends = out.find(end_cookie[::-1])
+
+        if out_ends > -1:
+            post_cookie = out[out_ends + COOKIE_LENGTH :]
+
+            if post_cookie:
+                sys.stdout.write(post_cookie)
+
+            out = out[:out_ends]
+
+        result = cls._from_json(out)
+        result.executable = exe  # keep original executable as this may contain initialization code
+    else:
+        msg = f"{exe} with code {code}{f' out: {out!r}' if out else ''}{f' err: {err!r}' if err else ''}"
+        failure = RuntimeError(f"failed to query {msg}")
+    return failure, result
+
+
+class LogCmd:
+    def __init__(self, cmd, env=None):
+        self.cmd = cmd
+        self.env = env
+
+    def __repr__(self):
+        cmd_repr = " ".join(quote(str(c)) for c in self.cmd)
+        if self.env is not None:
+            cmd_repr = f"{cmd_repr} env of {self.env!r}"
+        return cmd_repr
+
+
+def clear(app_data):
+    app_data.py_info_clear()
+    _CACHE.clear()
+
+
+___all___ = [
+    "from_exe",
+    "clear",
+    "LogCmd",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/discovery/discover.py b/venv/lib/python3.8/site-packages/virtualenv/discovery/discover.py
new file mode 100644
index 0000000..8950a55
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/discovery/discover.py
@@ -0,0 +1,45 @@
+from abc import ABCMeta, abstractmethod
+
+
+class Discover(metaclass=ABCMeta):
+    """Discover and provide the requested Python interpreter"""
+
+    @classmethod
+    def add_parser_arguments(cls, parser):
+        """Add CLI arguments for this discovery mechanisms.
+
+        :param parser: the CLI parser
+        """
+        raise NotImplementedError
+
+    def __init__(self, options):
+        """Create a new discovery mechanism.
+
+        :param options: the parsed options as defined within :meth:`add_parser_arguments`
+        """
+        self._has_run = False
+        self._interpreter = None
+        self._env = options.env
+
+    @abstractmethod
+    def run(self):
+        """Discovers an interpreter.
+
+        :return: the interpreter ready to use for virtual environment creation
+        """
+        raise NotImplementedError
+
+    @property
+    def interpreter(self):
+        """
+        :return: the interpreter as returned by :meth:`run`, cached
+        """
+        if self._has_run is False:
+            self._interpreter = self.run()
+            self._has_run = True
+        return self._interpreter
+
+
+__all__ = [
+    "Discover",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/discovery/py_info.py b/venv/lib/python3.8/site-packages/virtualenv/discovery/py_info.py
new file mode 100644
index 0000000..09a3dc1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/discovery/py_info.py
@@ -0,0 +1,544 @@
+"""
+The PythonInfo contains information about a concrete instance of a Python interpreter
+
+Note: this file is also used to query target interpreters, so can only use standard library methods
+"""
+from __future__ import absolute_import, print_function
+
+import json
+import logging
+import os
+import platform
+import re
+import sys
+import sysconfig
+import warnings
+from collections import OrderedDict, namedtuple
+from string import digits
+
+VersionInfo = namedtuple("VersionInfo", ["major", "minor", "micro", "releaselevel", "serial"])
+
+
+def _get_path_extensions():
+    return list(OrderedDict.fromkeys([""] + os.environ.get("PATHEXT", "").lower().split(os.pathsep)))
+
+
+EXTENSIONS = _get_path_extensions()
+_CONF_VAR_RE = re.compile(r"\{\w+\}")
+
+
+class PythonInfo(object):
+    """Contains information for a Python interpreter"""
+
+    def __init__(self):
+        def u(v):
+            return v.decode("utf-8") if isinstance(v, bytes) else v
+
+        def abs_path(v):
+            return None if v is None else os.path.abspath(v)  # unroll relative elements from path (e.g. ..)
+
+        # qualifies the python
+        self.platform = u(sys.platform)
+        self.implementation = u(platform.python_implementation())
+        if self.implementation == "PyPy":
+            self.pypy_version_info = tuple(u(i) for i in sys.pypy_version_info)
+
+        # this is a tuple in earlier, struct later, unify to our own named tuple
+        self.version_info = VersionInfo(*list(u(i) for i in sys.version_info))
+        self.architecture = 64 if sys.maxsize > 2**32 else 32
+
+        # Used to determine some file names.
+        # See `CPython3Windows.python_zip()`.
+        self.version_nodot = sysconfig.get_config_var("py_version_nodot")
+
+        self.version = u(sys.version)
+        self.os = u(os.name)
+
+        # information about the prefix - determines python home
+        self.prefix = u(abs_path(getattr(sys, "prefix", None)))  # prefix we think
+        self.base_prefix = u(abs_path(getattr(sys, "base_prefix", None)))  # venv
+        self.real_prefix = u(abs_path(getattr(sys, "real_prefix", None)))  # old virtualenv
+
+        # information about the exec prefix - dynamic stdlib modules
+        self.base_exec_prefix = u(abs_path(getattr(sys, "base_exec_prefix", None)))
+        self.exec_prefix = u(abs_path(getattr(sys, "exec_prefix", None)))
+
+        self.executable = u(abs_path(sys.executable))  # the executable we were invoked via
+        self.original_executable = u(abs_path(self.executable))  # the executable as known by the interpreter
+        self.system_executable = self._fast_get_system_executable()  # the executable we are based of (if available)
+
+        try:
+            __import__("venv")
+            has = True
+        except ImportError:
+            has = False
+        self.has_venv = has
+        self.path = [u(i) for i in sys.path]
+        self.file_system_encoding = u(sys.getfilesystemencoding())
+        self.stdout_encoding = u(getattr(sys.stdout, "encoding", None))
+
+        if "venv" in sysconfig.get_scheme_names():
+            self.sysconfig_scheme = "venv"
+            self.sysconfig_paths = {
+                u(i): u(sysconfig.get_path(i, expand=False, scheme="venv")) for i in sysconfig.get_path_names()
+            }
+            # we cannot use distutils at all if "venv" exists, distutils don't know it
+            self.distutils_install = {}
+        else:
+            self.sysconfig_scheme = None
+            self.sysconfig_paths = {u(i): u(sysconfig.get_path(i, expand=False)) for i in sysconfig.get_path_names()}
+            self.distutils_install = {u(k): u(v) for k, v in self._distutils_install().items()}
+
+        # https://bugs.python.org/issue22199
+        makefile = getattr(sysconfig, "get_makefile_filename", getattr(sysconfig, "_get_makefile_filename", None))
+        self.sysconfig = {
+            u(k): u(v)
+            for k, v in [
+                # a list of content to store from sysconfig
+                ("makefile_filename", makefile()),
+            ]
+            if k is not None
+        }
+
+        config_var_keys = set()
+        for element in self.sysconfig_paths.values():
+            for k in _CONF_VAR_RE.findall(element):
+                config_var_keys.add(u(k[1:-1]))
+        config_var_keys.add("PYTHONFRAMEWORK")
+
+        self.sysconfig_vars = {u(i): u(sysconfig.get_config_var(i) or "") for i in config_var_keys}
+        if self.implementation == "PyPy" and sys.version_info.major == 2:
+            self.sysconfig_vars["implementation_lower"] = "python"
+
+        confs = {k: (self.system_prefix if v.startswith(self.prefix) else v) for k, v in self.sysconfig_vars.items()}
+        self.system_stdlib = self.sysconfig_path("stdlib", confs)
+        self.system_stdlib_platform = self.sysconfig_path("platstdlib", confs)
+        self.max_size = getattr(sys, "maxsize", getattr(sys, "maxint", None))
+        self._creators = None
+
+    def _fast_get_system_executable(self):
+        """Try to get the system executable by just looking at properties"""
+        if self.real_prefix or (
+            self.base_prefix is not None and self.base_prefix != self.prefix
+        ):  # if this is a virtual environment
+            if self.real_prefix is None:
+                base_executable = getattr(sys, "_base_executable", None)  # some platforms may set this to help us
+                if base_executable is not None:  # use the saved system executable if present
+                    if sys.executable != base_executable:  # we know we're in a virtual environment, cannot be us
+                        return base_executable
+            return None  # in this case we just can't tell easily without poking around FS and calling them, bail
+        # if we're not in a virtual environment, this is already a system python, so return the original executable
+        # note we must choose the original and not the pure executable as shim scripts might throw us off
+        return self.original_executable
+
+    def install_path(self, key):
+        result = self.distutils_install.get(key)
+        if result is None:  # use sysconfig if sysconfig_scheme is set or distutils is unavailable
+            # set prefixes to empty => result is relative from cwd
+            prefixes = self.prefix, self.exec_prefix, self.base_prefix, self.base_exec_prefix
+            config_var = {k: "" if v in prefixes else v for k, v in self.sysconfig_vars.items()}
+            result = self.sysconfig_path(key, config_var=config_var).lstrip(os.sep)
+        return result
+
+    @staticmethod
+    def _distutils_install():
+        # use distutils primarily because that's what pip does
+        # https://github.com/pypa/pip/blob/main/src/pip/_internal/locations.py#L95
+        # note here we don't import Distribution directly to allow setuptools to patch it
+        with warnings.catch_warnings():  # disable warning for PEP-632
+            warnings.simplefilter("ignore")
+            try:
+                from distutils import dist
+                from distutils.command.install import SCHEME_KEYS
+            except ImportError:  # if removed or not installed ignore
+                return {}
+
+        d = dist.Distribution({"script_args": "--no-user-cfg"})  # conf files not parsed so they do not hijack paths
+        if hasattr(sys, "_framework"):
+            sys._framework = None  # disable macOS static paths for framework
+
+        with warnings.catch_warnings():  # disable warning for PEP-632
+            warnings.simplefilter("ignore")
+            i = d.get_command_obj("install", create=True)
+
+        i.prefix = os.sep  # paths generated are relative to prefix that contains the path sep, this makes it relative
+        i.finalize_options()
+        result = {key: (getattr(i, "install_{}".format(key))[1:]).lstrip(os.sep) for key in SCHEME_KEYS}
+        return result
+
+    @property
+    def version_str(self):
+        return ".".join(str(i) for i in self.version_info[0:3])
+
+    @property
+    def version_release_str(self):
+        return ".".join(str(i) for i in self.version_info[0:2])
+
+    @property
+    def python_name(self):
+        version_info = self.version_info
+        return "python{}.{}".format(version_info.major, version_info.minor)
+
+    @property
+    def is_old_virtualenv(self):
+        return self.real_prefix is not None
+
+    @property
+    def is_venv(self):
+        return self.base_prefix is not None and self.version_info.major == 3
+
+    def sysconfig_path(self, key, config_var=None, sep=os.sep):
+        pattern = self.sysconfig_paths[key]
+        if config_var is None:
+            config_var = self.sysconfig_vars
+        else:
+            base = {k: v for k, v in self.sysconfig_vars.items()}
+            base.update(config_var)
+            config_var = base
+        return pattern.format(**config_var).replace("/", sep)
+
+    def creators(self, refresh=False):
+        if self._creators is None or refresh is True:
+            from virtualenv.run.plugin.creators import CreatorSelector
+
+            self._creators = CreatorSelector.for_interpreter(self)
+        return self._creators
+
+    @property
+    def system_include(self):
+        path = self.sysconfig_path(
+            "include",
+            {k: (self.system_prefix if v.startswith(self.prefix) else v) for k, v in self.sysconfig_vars.items()},
+        )
+        if not os.path.exists(path):  # some broken packaging don't respect the sysconfig, fallback to distutils path
+            # the pattern include the distribution name too at the end, remove that via the parent call
+            fallback = os.path.join(self.prefix, os.path.dirname(self.install_path("headers")))
+            if os.path.exists(fallback):
+                path = fallback
+        return path
+
+    @property
+    def system_prefix(self):
+        return self.real_prefix or self.base_prefix or self.prefix
+
+    @property
+    def system_exec_prefix(self):
+        return self.real_prefix or self.base_exec_prefix or self.exec_prefix
+
+    def __unicode__(self):
+        content = repr(self)
+        if sys.version_info == 2:
+            content = content.decode("utf-8")
+        return content
+
+    def __repr__(self):
+        return "{}({!r})".format(
+            self.__class__.__name__,
+            {k: v for k, v in self.__dict__.items() if not k.startswith("_")},
+        )
+
+    def __str__(self):
+        content = "{}({})".format(
+            self.__class__.__name__,
+            ", ".join(
+                "{}={}".format(k, v)
+                for k, v in (
+                    ("spec", self.spec),
+                    (
+                        "system"
+                        if self.system_executable is not None and self.system_executable != self.executable
+                        else None,
+                        self.system_executable,
+                    ),
+                    (
+                        "original"
+                        if (
+                            self.original_executable != self.system_executable
+                            and self.original_executable != self.executable
+                        )
+                        else None,
+                        self.original_executable,
+                    ),
+                    ("exe", self.executable),
+                    ("platform", self.platform),
+                    ("version", repr(self.version)),
+                    ("encoding_fs_io", "{}-{}".format(self.file_system_encoding, self.stdout_encoding)),
+                )
+                if k is not None
+            ),
+        )
+        return content
+
+    @property
+    def spec(self):
+        return "{}{}-{}".format(self.implementation, ".".join(str(i) for i in self.version_info), self.architecture)
+
+    @classmethod
+    def clear_cache(cls, app_data):
+        # this method is not used by itself, so here and called functions can import stuff locally
+        from virtualenv.discovery.cached_py_info import clear
+
+        clear(app_data)
+        cls._cache_exe_discovery.clear()
+
+    def satisfies(self, spec, impl_must_match):
+        """check if a given specification can be satisfied by the this python interpreter instance"""
+        if spec.path:
+            if self.executable == os.path.abspath(spec.path):
+                return True  # if the path is a our own executable path we're done
+            if not spec.is_abs:
+                # if path set, and is not our original executable name, this does not match
+                basename = os.path.basename(self.original_executable)
+                spec_path = spec.path
+                if sys.platform == "win32":
+                    basename, suffix = os.path.splitext(basename)
+                    if spec_path.endswith(suffix):
+                        spec_path = spec_path[: -len(suffix)]
+                if basename != spec_path:
+                    return False
+
+        if impl_must_match:
+            if spec.implementation is not None and spec.implementation.lower() != self.implementation.lower():
+                return False
+
+        if spec.architecture is not None and spec.architecture != self.architecture:
+            return False
+
+        for our, req in zip(self.version_info[0:3], (spec.major, spec.minor, spec.micro)):
+            if req is not None and our is not None and our != req:
+                return False
+        return True
+
+    _current_system = None
+    _current = None
+
+    @classmethod
+    def current(cls, app_data=None):
+        """
+        This locates the current host interpreter information. This might be different than what we run into in case
+        the host python has been upgraded from underneath us.
+        """
+        if cls._current is None:
+            cls._current = cls.from_exe(sys.executable, app_data, raise_on_error=True, resolve_to_host=False)
+        return cls._current
+
+    @classmethod
+    def current_system(cls, app_data=None):
+        """
+        This locates the current host interpreter information. This might be different than what we run into in case
+        the host python has been upgraded from underneath us.
+        """
+        if cls._current_system is None:
+            cls._current_system = cls.from_exe(sys.executable, app_data, raise_on_error=True, resolve_to_host=True)
+        return cls._current_system
+
+    def _to_json(self):
+        # don't save calculated paths, as these are non primitive types
+        return json.dumps(self._to_dict(), indent=2)
+
+    def _to_dict(self):
+        data = {var: (getattr(self, var) if var not in ("_creators",) else None) for var in vars(self)}
+        # noinspection PyProtectedMember
+        data["version_info"] = data["version_info"]._asdict()  # namedtuple to dictionary
+        return data
+
+    @classmethod
+    def from_exe(cls, exe, app_data=None, raise_on_error=True, ignore_cache=False, resolve_to_host=True, env=None):
+        """Given a path to an executable get the python information"""
+        # this method is not used by itself, so here and called functions can import stuff locally
+        from virtualenv.discovery.cached_py_info import from_exe
+
+        env = os.environ if env is None else env
+        proposed = from_exe(cls, app_data, exe, env=env, raise_on_error=raise_on_error, ignore_cache=ignore_cache)
+        # noinspection PyProtectedMember
+        if isinstance(proposed, PythonInfo) and resolve_to_host:
+            try:
+                proposed = proposed._resolve_to_system(app_data, proposed)
+            except Exception as exception:
+                if raise_on_error:
+                    raise exception
+                logging.info("ignore %s due cannot resolve system due to %r", proposed.original_executable, exception)
+                proposed = None
+        return proposed
+
+    @classmethod
+    def _from_json(cls, payload):
+        # the dictionary unroll here is to protect against pypy bug of interpreter crashing
+        raw = json.loads(payload)
+        return cls._from_dict({k: v for k, v in raw.items()})
+
+    @classmethod
+    def _from_dict(cls, data):
+        data["version_info"] = VersionInfo(**data["version_info"])  # restore this to a named tuple structure
+        result = cls()
+        result.__dict__ = {k: v for k, v in data.items()}
+        return result
+
+    @classmethod
+    def _resolve_to_system(cls, app_data, target):
+        start_executable = target.executable
+        prefixes = OrderedDict()
+        while target.system_executable is None:
+            prefix = target.real_prefix or target.base_prefix or target.prefix
+            if prefix in prefixes:
+                if len(prefixes) == 1:
+                    # if we're linking back to ourselves accept ourselves with a WARNING
+                    logging.info("%r links back to itself via prefixes", target)
+                    target.system_executable = target.executable
+                    break
+                for at, (p, t) in enumerate(prefixes.items(), start=1):
+                    logging.error("%d: prefix=%s, info=%r", at, p, t)
+                logging.error("%d: prefix=%s, info=%r", len(prefixes) + 1, prefix, target)
+                raise RuntimeError("prefixes are causing a circle {}".format("|".join(prefixes.keys())))
+            prefixes[prefix] = target
+            target = target.discover_exe(app_data, prefix=prefix, exact=False)
+        if target.executable != target.system_executable:
+            target = cls.from_exe(target.system_executable, app_data)
+        target.executable = start_executable
+        return target
+
+    _cache_exe_discovery = {}
+
+    def discover_exe(self, app_data, prefix, exact=True, env=None):
+        key = prefix, exact
+        if key in self._cache_exe_discovery and prefix:
+            logging.debug("discover exe from cache %s - exact %s: %r", prefix, exact, self._cache_exe_discovery[key])
+            return self._cache_exe_discovery[key]
+        logging.debug("discover exe for %s in %s", self, prefix)
+        # we don't know explicitly here, do some guess work - our executable name should tell
+        possible_names = self._find_possible_exe_names()
+        possible_folders = self._find_possible_folders(prefix)
+        discovered = []
+        env = os.environ if env is None else env
+        for folder in possible_folders:
+            for name in possible_names:
+                info = self._check_exe(app_data, folder, name, exact, discovered, env)
+                if info is not None:
+                    self._cache_exe_discovery[key] = info
+                    return info
+        if exact is False and discovered:
+            info = self._select_most_likely(discovered, self)
+            folders = os.pathsep.join(possible_folders)
+            self._cache_exe_discovery[key] = info
+            logging.debug("no exact match found, chosen most similar of %s within base folders %s", info, folders)
+            return info
+        msg = "failed to detect {} in {}".format("|".join(possible_names), os.pathsep.join(possible_folders))
+        raise RuntimeError(msg)
+
+    def _check_exe(self, app_data, folder, name, exact, discovered, env):
+        exe_path = os.path.join(folder, name)
+        if not os.path.exists(exe_path):
+            return None
+        info = self.from_exe(exe_path, app_data, resolve_to_host=False, raise_on_error=False, env=env)
+        if info is None:  # ignore if for some reason we can't query
+            return None
+        for item in ["implementation", "architecture", "version_info"]:
+            found = getattr(info, item)
+            searched = getattr(self, item)
+            if found != searched:
+                if item == "version_info":
+                    found, searched = ".".join(str(i) for i in found), ".".join(str(i) for i in searched)
+                executable = info.executable
+                logging.debug("refused interpreter %s because %s differs %s != %s", executable, item, found, searched)
+                if exact is False:
+                    discovered.append(info)
+                break
+        else:
+            return info
+        return None
+
+    @staticmethod
+    def _select_most_likely(discovered, target):
+        # no exact match found, start relaxing our requirements then to facilitate system package upgrades that
+        # could cause this (when using copy strategy of the host python)
+        def sort_by(info):
+            # we need to setup some priority of traits, this is as follows:
+            # implementation, major, minor, micro, architecture, tag, serial
+            matches = [
+                info.implementation == target.implementation,
+                info.version_info.major == target.version_info.major,
+                info.version_info.minor == target.version_info.minor,
+                info.architecture == target.architecture,
+                info.version_info.micro == target.version_info.micro,
+                info.version_info.releaselevel == target.version_info.releaselevel,
+                info.version_info.serial == target.version_info.serial,
+            ]
+            priority = sum((1 << pos if match else 0) for pos, match in enumerate(reversed(matches)))
+            return priority
+
+        sorted_discovered = sorted(discovered, key=sort_by, reverse=True)  # sort by priority in decreasing order
+        most_likely = sorted_discovered[0]
+        return most_likely
+
+    def _find_possible_folders(self, inside_folder):
+        candidate_folder = OrderedDict()
+        executables = OrderedDict()
+        executables[os.path.realpath(self.executable)] = None
+        executables[self.executable] = None
+        executables[os.path.realpath(self.original_executable)] = None
+        executables[self.original_executable] = None
+        for exe in executables.keys():
+            base = os.path.dirname(exe)
+            # following path pattern of the current
+            if base.startswith(self.prefix):
+                relative = base[len(self.prefix) :]
+                candidate_folder["{}{}".format(inside_folder, relative)] = None
+
+        # or at root level
+        candidate_folder[inside_folder] = None
+        return list(i for i in candidate_folder.keys() if os.path.exists(i))
+
+    def _find_possible_exe_names(self):
+        name_candidate = OrderedDict()
+        for name in self._possible_base():
+            for at in (3, 2, 1, 0):
+                version = ".".join(str(i) for i in self.version_info[:at])
+                for arch in ["-{}".format(self.architecture), ""]:
+                    for ext in EXTENSIONS:
+                        candidate = "{}{}{}{}".format(name, version, arch, ext)
+                        name_candidate[candidate] = None
+        return list(name_candidate.keys())
+
+    def _possible_base(self):
+        possible_base = OrderedDict()
+        basename = os.path.splitext(os.path.basename(self.executable))[0].rstrip(digits)
+        possible_base[basename] = None
+        possible_base[self.implementation] = None
+        # python is always the final option as in practice is used by multiple implementation as exe name
+        if "python" in possible_base:
+            del possible_base["python"]
+        possible_base["python"] = None
+        for base in possible_base:
+            lower = base.lower()
+            yield lower
+            from virtualenv.info import fs_is_case_sensitive
+
+            if fs_is_case_sensitive():
+                if base != lower:
+                    yield base
+                upper = base.upper()
+                if upper != base:
+                    yield upper
+
+
+if __name__ == "__main__":
+    # dump a JSON representation of the current python
+    # noinspection PyProtectedMember
+    argv = sys.argv[1:]
+
+    if len(argv) >= 1:
+        start_cookie = argv[0]
+        argv = argv[1:]
+    else:
+        start_cookie = ""
+
+    if len(argv) >= 1:
+        end_cookie = argv[0]
+        argv = argv[1:]
+    else:
+        end_cookie = ""
+
+    sys.argv = sys.argv[:1] + argv
+
+    info = PythonInfo()._to_json()
+    sys.stdout.write("".join((start_cookie[::-1], info, end_cookie[::-1])))
diff --git a/venv/lib/python3.8/site-packages/virtualenv/discovery/py_spec.py b/venv/lib/python3.8/site-packages/virtualenv/discovery/py_spec.py
new file mode 100644
index 0000000..058d8be
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/discovery/py_spec.py
@@ -0,0 +1,115 @@
+"""A Python specification is an abstract requirement definition of an interpreter"""
+
+import os
+import re
+from collections import OrderedDict
+
+from virtualenv.info import fs_is_case_sensitive
+
+PATTERN = re.compile(r"^(?P<impl>[a-zA-Z]+)?(?P<version>[0-9.]+)?(?:-(?P<arch>32|64))?$")
+
+
+class PythonSpec:
+    """Contains specification about a Python Interpreter"""
+
+    def __init__(self, str_spec, implementation, major, minor, micro, architecture, path):
+        self.str_spec = str_spec
+        self.implementation = implementation
+        self.major = major
+        self.minor = minor
+        self.micro = micro
+        self.architecture = architecture
+        self.path = path
+
+    @classmethod
+    def from_string_spec(cls, string_spec):
+        impl, major, minor, micro, arch, path = None, None, None, None, None, None
+        if os.path.isabs(string_spec):
+            path = string_spec
+        else:
+            ok = False
+            match = re.match(PATTERN, string_spec)
+            if match:
+
+                def _int_or_none(val):
+                    return None if val is None else int(val)
+
+                try:
+                    groups = match.groupdict()
+                    version = groups["version"]
+                    if version is not None:
+                        versions = tuple(int(i) for i in version.split(".") if i)
+                        if len(versions) > 3:
+                            raise ValueError
+                        if len(versions) == 3:
+                            major, minor, micro = versions
+                        elif len(versions) == 2:
+                            major, minor = versions
+                        elif len(versions) == 1:
+                            version_data = versions[0]
+                            major = int(str(version_data)[0])  # first digit major
+                            if version_data > 9:
+                                minor = int(str(version_data)[1:])
+                    ok = True
+                except ValueError:
+                    pass
+                else:
+                    impl = groups["impl"]
+                    if impl == "py" or impl == "python":
+                        impl = "CPython"
+                    arch = _int_or_none(groups["arch"])
+
+            if not ok:
+                path = string_spec
+
+        return cls(string_spec, impl, major, minor, micro, arch, path)
+
+    def generate_names(self):
+        impls = OrderedDict()
+        if self.implementation:
+            # first consider implementation as it is
+            impls[self.implementation] = False
+            if fs_is_case_sensitive():
+                # for case sensitive file systems consider lower and upper case versions too
+                # trivia: MacBooks and all pre 2018 Windows-es were case insensitive by default
+                impls[self.implementation.lower()] = False
+                impls[self.implementation.upper()] = False
+        impls["python"] = True  # finally consider python as alias, implementation must match now
+        version = self.major, self.minor, self.micro
+        try:
+            version = version[: version.index(None)]
+        except ValueError:
+            pass
+        for impl, match in impls.items():
+            for at in range(len(version), -1, -1):
+                cur_ver = version[0:at]
+                spec = f"{impl}{'.'.join(str(i) for i in cur_ver)}"
+                yield spec, match
+
+    @property
+    def is_abs(self):
+        return self.path is not None and os.path.isabs(self.path)
+
+    def satisfies(self, spec):
+        """called when there's a candidate metadata spec to see if compatible - e.g. PEP-514 on Windows"""
+        if spec.is_abs and self.is_abs and self.path != spec.path:
+            return False
+        if spec.implementation is not None and spec.implementation.lower() != self.implementation.lower():
+            return False
+        if spec.architecture is not None and spec.architecture != self.architecture:
+            return False
+
+        for our, req in zip((self.major, self.minor, self.micro), (spec.major, spec.minor, spec.micro)):
+            if req is not None and our is not None and our != req:
+                return False
+        return True
+
+    def __repr__(self):
+        name = type(self).__name__
+        params = "implementation", "major", "minor", "micro", "architecture", "path"
+        return f"{name}({', '.join(f'{k}={getattr(self, k)}' for k in params if getattr(self, k) is not None)})"
+
+
+__all__ = [
+    "PythonSpec",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/discovery/windows/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/discovery/windows/__init__.py
new file mode 100644
index 0000000..4663a3a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/discovery/windows/__init__.py
@@ -0,0 +1,35 @@
+from ..py_info import PythonInfo
+from ..py_spec import PythonSpec
+from .pep514 import discover_pythons
+
+
+class Pep514PythonInfo(PythonInfo):
+    """A Python information acquired from PEP-514"""
+
+
+def propose_interpreters(spec, cache_dir, env):
+    # see if PEP-514 entries are good
+
+    # start with higher python versions in an effort to use the latest version available
+    # and prefer PythonCore over conda pythons (as virtualenv is mostly used by non conda tools)
+    existing = list(discover_pythons())
+    existing.sort(
+        key=lambda i: tuple(-1 if j is None else j for j in i[1:4]) + (1 if i[0] == "PythonCore" else 0,), reverse=True
+    )
+
+    for name, major, minor, arch, exe, _ in existing:
+        # pre-filter
+        if name in ("PythonCore", "ContinuumAnalytics"):
+            name = "CPython"
+        registry_spec = PythonSpec(None, name, major, minor, None, arch, exe)
+        if registry_spec.satisfies(spec):
+            interpreter = Pep514PythonInfo.from_exe(exe, cache_dir, env=env, raise_on_error=False)
+            if interpreter is not None:
+                if interpreter.satisfies(spec, impl_must_match=True):
+                    yield interpreter
+
+
+__all__ = [
+    "Pep514PythonInfo",
+    "propose_interpreters",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/discovery/windows/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/discovery/windows/__pycache__/__init__.cpython-38.pyc
new file mode 100644
index 0000000..83a51bd
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/discovery/windows/__pycache__/pep514.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/discovery/windows/__pycache__/pep514.cpython-38.pyc
new file mode 100644
index 0000000..1a509fd
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/discovery/windows/pep514.py b/venv/lib/python3.8/site-packages/virtualenv/discovery/windows/pep514.py
new file mode 100644
index 0000000..beb1d81
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/discovery/windows/pep514.py
@@ -0,0 +1,151 @@
+"""Implement https://www.python.org/dev/peps/pep-0514/ to discover interpreters - Windows only"""
+
+import os
+import re
+import winreg
+from logging import basicConfig, getLogger
+
+LOGGER = getLogger(__name__)
+
+
+def enum_keys(key):
+    at = 0
+    while True:
+        try:
+            yield winreg.EnumKey(key, at)
+        except OSError:
+            break
+        at += 1
+
+
+def get_value(key, value_name):
+    try:
+        return winreg.QueryValueEx(key, value_name)[0]
+    except OSError:
+        return None
+
+
+def discover_pythons():
+    for hive, hive_name, key, flags, default_arch in [
+        (winreg.HKEY_CURRENT_USER, "HKEY_CURRENT_USER", r"Software\Python", 0, 64),
+        (winreg.HKEY_LOCAL_MACHINE, "HKEY_LOCAL_MACHINE", r"Software\Python", winreg.KEY_WOW64_64KEY, 64),
+        (winreg.HKEY_LOCAL_MACHINE, "HKEY_LOCAL_MACHINE", r"Software\Python", winreg.KEY_WOW64_32KEY, 32),
+    ]:
+        yield from process_set(hive, hive_name, key, flags, default_arch)
+
+
+def process_set(hive, hive_name, key, flags, default_arch):
+    try:
+        with winreg.OpenKeyEx(hive, key, 0, winreg.KEY_READ | flags) as root_key:
+            for company in enum_keys(root_key):
+                if company == "PyLauncher":  # reserved
+                    continue
+                yield from process_company(hive_name, company, root_key, default_arch)
+    except OSError:
+        pass
+
+
+def process_company(hive_name, company, root_key, default_arch):
+    with winreg.OpenKeyEx(root_key, company) as company_key:
+        for tag in enum_keys(company_key):
+            spec = process_tag(hive_name, company, company_key, tag, default_arch)
+            if spec is not None:
+                yield spec
+
+
+def process_tag(hive_name, company, company_key, tag, default_arch):
+    with winreg.OpenKeyEx(company_key, tag) as tag_key:
+        version = load_version_data(hive_name, company, tag, tag_key)
+        if version is not None:  # if failed to get version bail
+            major, minor, _ = version
+            arch = load_arch_data(hive_name, company, tag, tag_key, default_arch)
+            if arch is not None:
+                exe_data = load_exe(hive_name, company, company_key, tag)
+                if exe_data is not None:
+                    exe, args = exe_data
+                    return company, major, minor, arch, exe, args
+
+
+def load_exe(hive_name, company, company_key, tag):
+    key_path = f"{hive_name}/{company}/{tag}"
+    try:
+        with winreg.OpenKeyEx(company_key, rf"{tag}\InstallPath") as ip_key:
+            with ip_key:
+                exe = get_value(ip_key, "ExecutablePath")
+                if exe is None:
+                    ip = get_value(ip_key, None)
+                    if ip is None:
+                        msg(key_path, "no ExecutablePath or default for it")
+
+                    else:
+                        exe = os.path.join(ip, "python.exe")
+                if exe is not None and os.path.exists(exe):
+                    args = get_value(ip_key, "ExecutableArguments")
+                    return exe, args
+                else:
+                    msg(key_path, f"could not load exe with value {exe}")
+    except OSError:
+        msg(f"{key_path}/InstallPath", "missing")
+    return None
+
+
+def load_arch_data(hive_name, company, tag, tag_key, default_arch):
+    arch_str = get_value(tag_key, "SysArchitecture")
+    if arch_str is not None:
+        key_path = f"{hive_name}/{company}/{tag}/SysArchitecture"
+        try:
+            return parse_arch(arch_str)
+        except ValueError as sys_arch:
+            msg(key_path, sys_arch)
+    return default_arch
+
+
+def parse_arch(arch_str):
+    if isinstance(arch_str, str):
+        match = re.match(r"^(\d+)bit$", arch_str)
+        if match:
+            return int(next(iter(match.groups())))
+        error = f"invalid format {arch_str}"
+    else:
+        error = f"arch is not string: {repr(arch_str)}"
+    raise ValueError(error)
+
+
+def load_version_data(hive_name, company, tag, tag_key):
+    for candidate, key_path in [
+        (get_value(tag_key, "SysVersion"), f"{hive_name}/{company}/{tag}/SysVersion"),
+        (tag, f"{hive_name}/{company}/{tag}"),
+    ]:
+        if candidate is not None:
+            try:
+                return parse_version(candidate)
+            except ValueError as sys_version:
+                msg(key_path, sys_version)
+    return None
+
+
+def parse_version(version_str):
+    if isinstance(version_str, str):
+        match = re.match(r"^(\d+)(?:\.(\d+))?(?:\.(\d+))?$", version_str)
+        if match:
+            return tuple(int(i) if i is not None else None for i in match.groups())
+        error = f"invalid format {version_str}"
+    else:
+        error = f"version is not string: {version_str!r}"
+    raise ValueError(error)
+
+
+def msg(path, what):
+    LOGGER.warning(f"PEP-514 violation in Windows Registry at {path} error: {what}")
+
+
+def _run():
+    basicConfig()
+    interpreters = []
+    for spec in discover_pythons():
+        interpreters.append(repr(spec))
+    print("\n".join(sorted(interpreters)))
+
+
+if __name__ == "__main__":
+    _run()
diff --git a/venv/lib/python3.8/site-packages/virtualenv/info.py b/venv/lib/python3.8/site-packages/virtualenv/info.py
new file mode 100644
index 0000000..a4fc4bf
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/info.py
@@ -0,0 +1,59 @@
+import logging
+import os
+import platform
+import sys
+import tempfile
+
+IMPLEMENTATION = platform.python_implementation()
+IS_PYPY = IMPLEMENTATION == "PyPy"
+IS_CPYTHON = IMPLEMENTATION == "CPython"
+IS_WIN = sys.platform == "win32"
+IS_MAC_ARM64 = sys.platform == "darwin" and platform.machine() == "arm64"
+ROOT = os.path.realpath(os.path.join(os.path.abspath(__file__), os.path.pardir, os.path.pardir))
+IS_ZIPAPP = os.path.isfile(ROOT)
+
+_CAN_SYMLINK = _FS_CASE_SENSITIVE = _CFG_DIR = _DATA_DIR = None
+
+
+def fs_is_case_sensitive():
+    global _FS_CASE_SENSITIVE
+
+    if _FS_CASE_SENSITIVE is None:
+        with tempfile.NamedTemporaryFile(prefix="TmP") as tmp_file:
+            _FS_CASE_SENSITIVE = not os.path.exists(tmp_file.name.lower())
+            logging.debug("filesystem is %scase-sensitive", "" if _FS_CASE_SENSITIVE else "not ")
+    return _FS_CASE_SENSITIVE
+
+
+def fs_supports_symlink():
+    global _CAN_SYMLINK
+
+    if _CAN_SYMLINK is None:
+        can = False
+        if hasattr(os, "symlink"):
+            if IS_WIN:
+                with tempfile.NamedTemporaryFile(prefix="TmP") as tmp_file:
+                    temp_dir = os.path.dirname(tmp_file.name)
+                    dest = os.path.join(temp_dir, f"{tmp_file.name}-{'b'}")
+                    try:
+                        os.symlink(tmp_file.name, dest)
+                        can = True
+                    except (OSError, NotImplementedError):
+                        pass
+                logging.debug("symlink on filesystem does%s work", "" if can else " not")
+            else:
+                can = True
+        _CAN_SYMLINK = can
+    return _CAN_SYMLINK
+
+
+__all__ = (
+    "IS_PYPY",
+    "IS_CPYTHON",
+    "IS_WIN",
+    "fs_is_case_sensitive",
+    "fs_supports_symlink",
+    "ROOT",
+    "IS_ZIPAPP",
+    "IS_MAC_ARM64",
+)
diff --git a/venv/lib/python3.8/site-packages/virtualenv/report.py b/venv/lib/python3.8/site-packages/virtualenv/report.py
new file mode 100644
index 0000000..0236f21
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/report.py
@@ -0,0 +1,49 @@
+import logging
+import sys
+
+LEVELS = {
+    0: logging.CRITICAL,
+    1: logging.ERROR,
+    2: logging.WARNING,
+    3: logging.INFO,
+    4: logging.DEBUG,
+    5: logging.NOTSET,
+}
+
+MAX_LEVEL = max(LEVELS.keys())
+LOGGER = logging.getLogger()
+
+
+def setup_report(verbosity, show_pid=False):
+    _clean_handlers(LOGGER)
+    if verbosity > MAX_LEVEL:
+        verbosity = MAX_LEVEL  # pragma: no cover
+    level = LEVELS[verbosity]
+    msg_format = "%(message)s"
+    if level <= logging.DEBUG:
+        locate = "module"
+        msg_format = f"%(relativeCreated)d {msg_format} [%(levelname)s %({locate})s:%(lineno)d]"
+    if show_pid:
+        msg_format = f"[%(process)d] {msg_format}"
+    formatter = logging.Formatter(msg_format)
+    stream_handler = logging.StreamHandler(stream=sys.stdout)
+    stream_handler.setLevel(level)
+    LOGGER.setLevel(logging.NOTSET)
+    stream_handler.setFormatter(formatter)
+    LOGGER.addHandler(stream_handler)
+    level_name = logging.getLevelName(level)
+    logging.debug("setup logging to %s", level_name)
+    logging.getLogger("distlib").setLevel(logging.ERROR)
+    return verbosity
+
+
+def _clean_handlers(log):
+    for log_handler in list(log.handlers):  # remove handlers of libraries
+        log.removeHandler(log_handler)
+
+
+__all__ = [
+    "LEVELS",
+    "MAX_LEVEL",
+    "setup_report",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/run/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/run/__init__.py
new file mode 100644
index 0000000..8f18cd9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/run/__init__.py
@@ -0,0 +1,154 @@
+import logging
+import os
+from functools import partial
+
+from ..app_data import make_app_data
+from ..config.cli.parser import VirtualEnvConfigParser
+from ..report import LEVELS, setup_report
+from ..run.session import Session
+from ..seed.wheels.periodic_update import manual_upgrade
+from ..version import __version__
+from .plugin.activators import ActivationSelector
+from .plugin.creators import CreatorSelector
+from .plugin.discovery import get_discover
+from .plugin.seeders import SeederSelector
+
+
+def cli_run(args, options=None, setup_logging=True, env=None):
+    """
+    Create a virtual environment given some command line interface arguments.
+
+    :param args: the command line arguments
+    :param options: passing in a ``VirtualEnvOptions`` object allows return of the parsed options
+    :param setup_logging: ``True`` if setup logging handlers, ``False`` to use handlers already registered
+    :param env: environment variables to use
+    :return: the session object of the creation (its structure for now is experimental and might change on short notice)
+    """
+    env = os.environ if env is None else env
+    of_session = session_via_cli(args, options, setup_logging, env)
+    with of_session:
+        of_session.run()
+    return of_session
+
+
+def session_via_cli(args, options=None, setup_logging=True, env=None):
+    """
+    Create a virtualenv session (same as cli_run, but this does not perform the creation). Use this if you just want to
+    query what the virtual environment would look like, but not actually create it.
+
+    :param args: the command line arguments
+    :param options: passing in a ``VirtualEnvOptions`` object allows return of the parsed options
+    :param setup_logging: ``True`` if setup logging handlers, ``False`` to use handlers already registered
+    :param env: environment variables to use
+    :return: the session object of the creation (its structure for now is experimental and might change on short notice)
+    """
+    env = os.environ if env is None else env
+    parser, elements = build_parser(args, options, setup_logging, env)
+    options = parser.parse_args(args)
+    creator, seeder, activators = tuple(e.create(options) for e in elements)  # create types
+    of_session = Session(options.verbosity, options.app_data, parser._interpreter, creator, seeder, activators)  # noqa
+    return of_session
+
+
+def build_parser(args=None, options=None, setup_logging=True, env=None):
+    parser = VirtualEnvConfigParser(options, os.environ if env is None else env)
+    add_version_flag(parser)
+    parser.add_argument(
+        "--with-traceback",
+        dest="with_traceback",
+        action="store_true",
+        default=False,
+        help="on failure also display the stacktrace internals of virtualenv",
+    )
+    _do_report_setup(parser, args, setup_logging)
+    options = load_app_data(args, parser, options)
+    handle_extra_commands(options)
+
+    discover = get_discover(parser, args)
+    parser._interpreter = interpreter = discover.interpreter
+    if interpreter is None:
+        raise RuntimeError(f"failed to find interpreter for {discover}")
+    elements = [
+        CreatorSelector(interpreter, parser),
+        SeederSelector(interpreter, parser),
+        ActivationSelector(interpreter, parser),
+    ]
+    options, _ = parser.parse_known_args(args)
+    for element in elements:
+        element.handle_selected_arg_parse(options)
+    parser.enable_help()
+    return parser, elements
+
+
+def build_parser_only(args=None):
+    """Used to provide a parser for the doc generation"""
+    return build_parser(args)[0]
+
+
+def handle_extra_commands(options):
+    if options.upgrade_embed_wheels:
+        result = manual_upgrade(options.app_data, options.env)
+        raise SystemExit(result)
+
+
+def load_app_data(args, parser, options):
+    parser.add_argument(
+        "--read-only-app-data",
+        action="store_true",
+        help="use app data folder in read-only mode (write operations will fail with error)",
+    )
+    options, _ = parser.parse_known_args(args, namespace=options)
+
+    # here we need a write-able application data (e.g. the zipapp might need this for discovery cache)
+    parser.add_argument(
+        "--app-data",
+        help="a data folder used as cache by the virtualenv",
+        type=partial(make_app_data, read_only=options.read_only_app_data, env=options.env),
+        default=make_app_data(None, read_only=options.read_only_app_data, env=options.env),
+    )
+    parser.add_argument(
+        "--reset-app-data",
+        action="store_true",
+        help="start with empty app data folder",
+    )
+    parser.add_argument(
+        "--upgrade-embed-wheels",
+        action="store_true",
+        help="trigger a manual update of the embedded wheels",
+    )
+    options, _ = parser.parse_known_args(args, namespace=options)
+    if options.reset_app_data:
+        options.app_data.reset()
+    return options
+
+
+def add_version_flag(parser):
+    import virtualenv
+
+    parser.add_argument(
+        "--version",
+        action="version",
+        version=f"%(prog)s {__version__} from {virtualenv.__file__}",
+        help="display the version of the virtualenv package and its location, then exit",
+    )
+
+
+def _do_report_setup(parser, args, setup_logging):
+    level_map = ", ".join(f"{logging.getLevelName(l)}={c}" for c, l in sorted(list(LEVELS.items())))
+    msg = "verbosity = verbose - quiet, default {}, mapping => {}"
+    verbosity_group = parser.add_argument_group(
+        title="verbosity",
+        description=msg.format(logging.getLevelName(LEVELS[3]), level_map),
+    )
+    verbosity = verbosity_group.add_mutually_exclusive_group()
+    verbosity.add_argument("-v", "--verbose", action="count", dest="verbose", help="increase verbosity", default=2)
+    verbosity.add_argument("-q", "--quiet", action="count", dest="quiet", help="decrease verbosity", default=0)
+    option, _ = parser.parse_known_args(args)
+    if setup_logging:
+        setup_report(option.verbosity)
+
+
+__all__ = [
+    "cli_run",
+    "session_via_cli",
+]
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+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/run/plugin/activators.py b/venv/lib/python3.8/site-packages/virtualenv/run/plugin/activators.py
new file mode 100644
index 0000000..320cae7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/run/plugin/activators.py
@@ -0,0 +1,59 @@
+from argparse import ArgumentTypeError
+from collections import OrderedDict
+
+from .base import ComponentBuilder
+
+
+class ActivationSelector(ComponentBuilder):
+    def __init__(self, interpreter, parser):
+        self.default = None
+        possible = OrderedDict(
+            (k, v) for k, v in self.options("virtualenv.activate").items() if v.supports(interpreter)
+        )
+        super().__init__(interpreter, parser, "activators", possible)
+        self.parser.description = "options for activation scripts"
+        self.active = None
+
+    def add_selector_arg_parse(self, name, choices):
+        self.default = ",".join(choices)
+        self.parser.add_argument(
+            f"--{name}",
+            default=self.default,
+            metavar="comma_sep_list",
+            required=False,
+            help="activators to generate - default is all supported",
+            type=self._extract_activators,
+        )
+
+    def _extract_activators(self, entered_str):
+        elements = [e.strip() for e in entered_str.split(",") if e.strip()]
+        missing = [e for e in elements if e not in self.possible]
+        if missing:
+            raise ArgumentTypeError(f"the following activators are not available {','.join(missing)}")
+        return elements
+
+    def handle_selected_arg_parse(self, options):
+        selected_activators = (
+            self._extract_activators(self.default) if options.activators is self.default else options.activators
+        )
+        self.active = {k: v for k, v in self.possible.items() if k in selected_activators}
+        self.parser.add_argument(
+            "--prompt",
+            dest="prompt",
+            metavar="prompt",
+            help=(
+                "provides an alternative prompt prefix for this environment "
+                "(value of . means name of the current working directory)"
+            ),
+            default=None,
+        )
+        for activator in self.active.values():
+            activator.add_parser_arguments(self.parser, self.interpreter)
+
+    def create(self, options):
+        return [activator_class(options) for activator_class in self.active.values()]
+
+
+__all__ = [
+    "ActivationSelector",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/run/plugin/base.py b/venv/lib/python3.8/site-packages/virtualenv/run/plugin/base.py
new file mode 100644
index 0000000..5fbf81b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/run/plugin/base.py
@@ -0,0 +1,69 @@
+import sys
+from collections import OrderedDict
+
+if sys.version_info >= (3, 8):
+    from importlib.metadata import entry_points
+
+    importlib_metadata_version = ()
+else:
+    from importlib_metadata import entry_points, version
+
+    importlib_metadata_version = tuple(int(i) for i in version("importlib_metadata").split(".")[:2])
+
+
+class PluginLoader:
+    _OPTIONS = None
+    _ENTRY_POINTS = None
+
+    @classmethod
+    def entry_points_for(cls, key):
+        if sys.version_info >= (3, 10) or importlib_metadata_version >= (3, 6):
+            return OrderedDict((e.name, e.load()) for e in cls.entry_points().select(group=key))
+        else:
+            return OrderedDict((e.name, e.load()) for e in cls.entry_points().get(key, {}))
+
+    @staticmethod
+    def entry_points():
+        if PluginLoader._ENTRY_POINTS is None:
+            PluginLoader._ENTRY_POINTS = entry_points()
+        return PluginLoader._ENTRY_POINTS
+
+
+class ComponentBuilder(PluginLoader):
+    def __init__(self, interpreter, parser, name, possible):
+        self.interpreter = interpreter
+        self.name = name
+        self._impl_class = None
+        self.possible = possible
+        self.parser = parser.add_argument_group(title=name)
+        self.add_selector_arg_parse(name, list(self.possible))
+
+    @classmethod
+    def options(cls, key):
+        if cls._OPTIONS is None:
+            cls._OPTIONS = cls.entry_points_for(key)
+        return cls._OPTIONS
+
+    def add_selector_arg_parse(self, name, choices):
+        raise NotImplementedError
+
+    def handle_selected_arg_parse(self, options):
+        selected = getattr(options, self.name)
+        if selected not in self.possible:
+            raise RuntimeError(f"No implementation for {self.interpreter}")
+        self._impl_class = self.possible[selected]
+        self.populate_selected_argparse(selected, options.app_data)
+        return selected
+
+    def populate_selected_argparse(self, selected, app_data):
+        self.parser.description = f"options for {self.name} {selected}"
+        self._impl_class.add_parser_arguments(self.parser, self.interpreter, app_data)
+
+    def create(self, options):
+        return self._impl_class(options, self.interpreter)
+
+
+__all__ = [
+    "PluginLoader",
+    "ComponentBuilder",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/run/plugin/creators.py b/venv/lib/python3.8/site-packages/virtualenv/run/plugin/creators.py
new file mode 100644
index 0000000..8953064
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/run/plugin/creators.py
@@ -0,0 +1,79 @@
+from collections import OrderedDict, defaultdict, namedtuple
+
+from virtualenv.create.describe import Describe
+from virtualenv.create.via_global_ref.builtin.builtin_way import VirtualenvBuiltin
+
+from .base import ComponentBuilder
+
+CreatorInfo = namedtuple("CreatorInfo", ["key_to_class", "key_to_meta", "describe", "builtin_key"])
+
+
+class CreatorSelector(ComponentBuilder):
+    def __init__(self, interpreter, parser):
+        creators, self.key_to_meta, self.describe, self.builtin_key = self.for_interpreter(interpreter)
+        super().__init__(interpreter, parser, "creator", creators)
+
+    @classmethod
+    def for_interpreter(cls, interpreter):
+        key_to_class, key_to_meta, builtin_key, describe = OrderedDict(), {}, None, None
+        errors = defaultdict(list)
+        for key, creator_class in cls.options("virtualenv.create").items():
+            if key == "builtin":
+                raise RuntimeError("builtin creator is a reserved name")
+            meta = creator_class.can_create(interpreter)
+            if meta:
+                if meta.error:
+                    errors[meta.error].append(creator_class)
+                else:
+                    if "builtin" not in key_to_class and issubclass(creator_class, VirtualenvBuiltin):
+                        builtin_key = key
+                        key_to_class["builtin"] = creator_class
+                        key_to_meta["builtin"] = meta
+                    key_to_class[key] = creator_class
+                    key_to_meta[key] = meta
+            if describe is None and issubclass(creator_class, Describe) and creator_class.can_describe(interpreter):
+                describe = creator_class
+        if not key_to_meta:
+            if errors:
+                rows = [f"{k} for creators {', '.join(i.__name__ for i in v)}" for k, v in errors.items()]
+                raise RuntimeError("\n".join(rows))
+            else:
+                raise RuntimeError(f"No virtualenv implementation for {interpreter}")
+        return CreatorInfo(
+            key_to_class=key_to_class,
+            key_to_meta=key_to_meta,
+            describe=describe,
+            builtin_key=builtin_key,
+        )
+
+    def add_selector_arg_parse(self, name, choices):
+        # prefer the built-in venv if present, otherwise fallback to first defined type
+        choices = sorted(choices, key=lambda a: 0 if a == "builtin" else 1)
+        default_value = self._get_default(choices)
+        self.parser.add_argument(
+            f"--{name}",
+            choices=choices,
+            default=default_value,
+            required=False,
+            help=f"create environment via{'' if self.builtin_key is None else f' (builtin = {self.builtin_key})'}",
+        )
+
+    @staticmethod
+    def _get_default(choices):
+        return next(iter(choices))
+
+    def populate_selected_argparse(self, selected, app_data):
+        self.parser.description = f"options for {self.name} {selected}"
+        self._impl_class.add_parser_arguments(self.parser, self.interpreter, self.key_to_meta[selected], app_data)
+
+    def create(self, options):
+        options.meta = self.key_to_meta[getattr(options, self.name)]
+        if not issubclass(self._impl_class, Describe):
+            options.describe = self.describe(options, self.interpreter)
+        return super().create(options)
+
+
+__all__ = [
+    "CreatorSelector",
+    "CreatorInfo",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/run/plugin/discovery.py b/venv/lib/python3.8/site-packages/virtualenv/run/plugin/discovery.py
new file mode 100644
index 0000000..13f39ed
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/run/plugin/discovery.py
@@ -0,0 +1,39 @@
+from .base import PluginLoader
+
+
+class Discovery(PluginLoader):
+    """Discovery plugins"""
+
+
+def get_discover(parser, args):
+    discover_types = Discovery.entry_points_for("virtualenv.discovery")
+    discovery_parser = parser.add_argument_group(
+        title="discovery",
+        description="discover and provide a target interpreter",
+    )
+    choices = _get_default_discovery(discover_types)
+    # prefer the builtin if present, otherwise fallback to first defined type
+    choices = sorted(choices, key=lambda a: 0 if a == "builtin" else 1)
+    discovery_parser.add_argument(
+        "--discovery",
+        choices=choices,
+        default=next(iter(choices)),
+        required=False,
+        help="interpreter discovery method",
+    )
+    options, _ = parser.parse_known_args(args)
+    discover_class = discover_types[options.discovery]
+    discover_class.add_parser_arguments(discovery_parser)
+    options, _ = parser.parse_known_args(args, namespace=options)
+    discover = discover_class(options)
+    return discover
+
+
+def _get_default_discovery(discover_types):
+    return list(discover_types.keys())
+
+
+__all__ = [
+    "get_discover",
+    "Discovery",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/run/plugin/seeders.py b/venv/lib/python3.8/site-packages/virtualenv/run/plugin/seeders.py
new file mode 100644
index 0000000..1a51d2e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/run/plugin/seeders.py
@@ -0,0 +1,38 @@
+from .base import ComponentBuilder
+
+
+class SeederSelector(ComponentBuilder):
+    def __init__(self, interpreter, parser):
+        possible = self.options("virtualenv.seed")
+        super().__init__(interpreter, parser, "seeder", possible)
+
+    def add_selector_arg_parse(self, name, choices):
+        self.parser.add_argument(
+            f"--{name}",
+            choices=choices,
+            default=self._get_default(),
+            required=False,
+            help="seed packages install method",
+        )
+        self.parser.add_argument(
+            "--no-seed",
+            "--without-pip",
+            help="do not install seed packages",
+            action="store_true",
+            dest="no_seed",
+        )
+
+    @staticmethod
+    def _get_default():
+        return "app-data"
+
+    def handle_selected_arg_parse(self, options):
+        return super().handle_selected_arg_parse(options)
+
+    def create(self, options):
+        return self._impl_class(options)
+
+
+__all__ = [
+    "SeederSelector",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/run/session.py b/venv/lib/python3.8/site-packages/virtualenv/run/session.py
new file mode 100644
index 0000000..84777fe
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/run/session.py
@@ -0,0 +1,87 @@
+import json
+import logging
+
+
+class Session:
+    """Represents a virtual environment creation session"""
+
+    def __init__(self, verbosity, app_data, interpreter, creator, seeder, activators):
+        self._verbosity = verbosity
+        self._app_data = app_data
+        self._interpreter = interpreter
+        self._creator = creator
+        self._seeder = seeder
+        self._activators = activators
+
+    @property
+    def verbosity(self):
+        """The verbosity of the run"""
+        return self._verbosity
+
+    @property
+    def interpreter(self):
+        """Create a virtual environment based on this reference interpreter"""
+        return self._interpreter
+
+    @property
+    def creator(self):
+        """The creator used to build the virtual environment (must be compatible with the interpreter)"""
+        return self._creator
+
+    @property
+    def seeder(self):
+        """The mechanism used to provide the seed packages (pip, setuptools, wheel)"""
+        return self._seeder
+
+    @property
+    def activators(self):
+        """Activators used to generate activations scripts"""
+        return self._activators
+
+    def run(self):
+        self._create()
+        self._seed()
+        self._activate()
+        self.creator.pyenv_cfg.write()
+
+    def _create(self):
+        logging.info("create virtual environment via %s", self.creator)
+        self.creator.run()
+        logging.debug(_DEBUG_MARKER)
+        logging.debug("%s", _Debug(self.creator))
+
+    def _seed(self):
+        if self.seeder is not None and self.seeder.enabled:
+            logging.info("add seed packages via %s", self.seeder)
+            self.seeder.run(self.creator)
+
+    def _activate(self):
+        if self.activators:
+            active = ", ".join(type(i).__name__.replace("Activator", "") for i in self.activators)
+            logging.info("add activators for %s", active)
+            for activator in self.activators:
+                activator.generate(self.creator)
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        self._app_data.close()
+
+
+_DEBUG_MARKER = "=" * 30 + " target debug " + "=" * 30
+
+
+class _Debug:
+    """lazily populate debug"""
+
+    def __init__(self, creator):
+        self.creator = creator
+
+    def __repr__(self):
+        return json.dumps(self.creator.debug, indent=2)
+
+
+__all__ = [
+    "Session",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/seed/__init__.py
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+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/embed/base_embed.py b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/base_embed.py
new file mode 100644
index 0000000..b0bcbc3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/base_embed.py
@@ -0,0 +1,111 @@
+from abc import ABCMeta
+from pathlib import Path
+
+from ..seeder import Seeder
+from ..wheels import Version
+
+PERIODIC_UPDATE_ON_BY_DEFAULT = True
+
+
+class BaseEmbed(Seeder, metaclass=ABCMeta):
+    def __init__(self, options):
+        super().__init__(options, enabled=options.no_seed is False)
+
+        self.download = options.download
+        self.extra_search_dir = [i.resolve() for i in options.extra_search_dir if i.exists()]
+
+        self.pip_version = options.pip
+        self.setuptools_version = options.setuptools
+        self.wheel_version = options.wheel
+
+        self.no_pip = options.no_pip
+        self.no_setuptools = options.no_setuptools
+        self.no_wheel = options.no_wheel
+        self.app_data = options.app_data
+        self.periodic_update = not options.no_periodic_update
+
+        if not self.distribution_to_versions():
+            self.enabled = False
+
+    @classmethod
+    def distributions(cls):
+        return {
+            "pip": Version.bundle,
+            "setuptools": Version.bundle,
+            "wheel": Version.bundle,
+        }
+
+    def distribution_to_versions(self):
+        return {
+            distribution: getattr(self, f"{distribution}_version")
+            for distribution in self.distributions()
+            if getattr(self, f"no_{distribution}") is False
+        }
+
+    @classmethod
+    def add_parser_arguments(cls, parser, interpreter, app_data):
+        group = parser.add_mutually_exclusive_group()
+        group.add_argument(
+            "--no-download",
+            "--never-download",
+            dest="download",
+            action="store_false",
+            help=f"pass to disable download of the latest {'/'.join(cls.distributions())} from PyPI",
+            default=True,
+        )
+        group.add_argument(
+            "--download",
+            dest="download",
+            action="store_true",
+            help=f"pass to enable download of the latest {'/'.join(cls.distributions())} from PyPI",
+            default=False,
+        )
+        parser.add_argument(
+            "--extra-search-dir",
+            metavar="d",
+            type=Path,
+            nargs="+",
+            help="a path containing wheels to extend the internal wheel list (can be set 1+ times)",
+            default=[],
+        )
+        for distribution, default in cls.distributions().items():
+            parser.add_argument(
+                f"--{distribution}",
+                dest=distribution,
+                metavar="version",
+                help=f"version of {distribution} to install as seed: embed, bundle or exact version",
+                default=default,
+            )
+        for distribution in cls.distributions():
+            parser.add_argument(
+                f"--no-{distribution}",
+                dest=f"no_{distribution}",
+                action="store_true",
+                help=f"do not install {distribution}",
+                default=False,
+            )
+        parser.add_argument(
+            "--no-periodic-update",
+            dest="no_periodic_update",
+            action="store_true",
+            help="disable the periodic (once every 14 days) update of the embedded wheels",
+            default=not PERIODIC_UPDATE_ON_BY_DEFAULT,
+        )
+
+    def __repr__(self):
+        result = self.__class__.__name__
+        result += "("
+        if self.extra_search_dir:
+            result += f"extra_search_dir={', '.join(str(i) for i in self.extra_search_dir)},"
+        result += f"download={self.download},"
+        for distribution in self.distributions():
+            if getattr(self, f"no_{distribution}"):
+                continue
+            ver = f"={getattr(self, f'{distribution}_version', None) or 'latest'}"
+            result += f" {distribution}{ver},"
+        return result[:-1] + ")"
+
+
+__all__ = [
+    "BaseEmbed",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/embed/pip_invoke.py b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/pip_invoke.py
new file mode 100644
index 0000000..2ca9438
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/pip_invoke.py
@@ -0,0 +1,60 @@
+import logging
+from contextlib import contextmanager
+from subprocess import Popen
+
+from virtualenv.discovery.cached_py_info import LogCmd
+from virtualenv.seed.embed.base_embed import BaseEmbed
+
+from ..wheels import Version, get_wheel, pip_wheel_env_run
+
+
+class PipInvoke(BaseEmbed):
+    def __init__(self, options):
+        super().__init__(options)
+
+    def run(self, creator):
+        if not self.enabled:
+            return
+        for_py_version = creator.interpreter.version_release_str
+        with self.get_pip_install_cmd(creator.exe, for_py_version) as cmd:
+            env = pip_wheel_env_run(self.extra_search_dir, self.app_data, self.env)
+            self._execute(cmd, env)
+
+    @staticmethod
+    def _execute(cmd, env):
+        logging.debug("pip seed by running: %s", LogCmd(cmd, env))
+        process = Popen(cmd, env=env)
+        process.communicate()
+        if process.returncode != 0:
+            raise RuntimeError(f"failed seed with code {process.returncode}")
+        return process
+
+    @contextmanager
+    def get_pip_install_cmd(self, exe, for_py_version):
+        cmd = [str(exe), "-m", "pip", "-q", "install", "--only-binary", ":all:", "--disable-pip-version-check"]
+        if not self.download:
+            cmd.append("--no-index")
+        folders = set()
+        for dist, version in self.distribution_to_versions().items():
+            wheel = get_wheel(
+                distribution=dist,
+                version=version,
+                for_py_version=for_py_version,
+                search_dirs=self.extra_search_dir,
+                download=False,
+                app_data=self.app_data,
+                do_periodic_update=self.periodic_update,
+                env=self.env,
+            )
+            if wheel is None:
+                raise RuntimeError(f"could not get wheel for distribution {dist}")
+            folders.add(str(wheel.path.parent))
+            cmd.append(Version.as_pip_req(dist, wheel.version))
+        for folder in sorted(folders):
+            cmd.extend(["--find-links", str(folder)])
+        yield cmd
+
+
+__all__ = [
+    "PipInvoke",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/__init__.py
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/pip_install/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/pip_install/__init__.py
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--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/pip_install/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/pip_install/base.py b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/pip_install/base.py
new file mode 100644
index 0000000..3c44b77
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/pip_install/base.py
@@ -0,0 +1,196 @@
+import logging
+import os
+import re
+import zipfile
+from abc import ABCMeta, abstractmethod
+from configparser import ConfigParser
+from itertools import chain
+from pathlib import Path
+from tempfile import mkdtemp
+
+from distlib.scripts import ScriptMaker, enquote_executable
+
+from virtualenv.util.path import safe_delete
+
+
+class PipInstall(metaclass=ABCMeta):
+    def __init__(self, wheel, creator, image_folder):
+        self._wheel = wheel
+        self._creator = creator
+        self._image_dir = image_folder
+        self._extracted = False
+        self.__dist_info = None
+        self._console_entry_points = None
+
+    @abstractmethod
+    def _sync(self, src, dst):
+        raise NotImplementedError
+
+    def install(self, version_info):
+        self._extracted = True
+        self._uninstall_previous_version()
+        # sync image
+        for filename in self._image_dir.iterdir():
+            into = self._creator.purelib / filename.name
+            self._sync(filename, into)
+        # generate console executables
+        consoles = set()
+        script_dir = self._creator.script_dir
+        for name, module in self._console_scripts.items():
+            consoles.update(self._create_console_entry_point(name, module, script_dir, version_info))
+        logging.debug("generated console scripts %s", " ".join(i.name for i in consoles))
+
+    def build_image(self):
+        # 1. first extract the wheel
+        logging.debug("build install image for %s to %s", self._wheel.name, self._image_dir)
+        with zipfile.ZipFile(str(self._wheel)) as zip_ref:
+            self._shorten_path_if_needed(zip_ref)
+            zip_ref.extractall(str(self._image_dir))
+            self._extracted = True
+        # 2. now add additional files not present in the distribution
+        new_files = self._generate_new_files()
+        # 3. finally fix the records file
+        self._fix_records(new_files)
+
+    def _shorten_path_if_needed(self, zip_ref):
+        if os.name == "nt":
+            to_folder = str(self._image_dir)
+            # https://docs.microsoft.com/en-us/windows/win32/fileio/maximum-file-path-limitation
+            zip_max_len = max(len(i) for i in zip_ref.namelist())
+            path_len = zip_max_len + len(to_folder)
+            if path_len > 260:
+                self._image_dir.mkdir(exist_ok=True)  # to get a short path must exist
+
+                from virtualenv.util.path import get_short_path_name
+
+                to_folder = get_short_path_name(to_folder)
+                self._image_dir = Path(to_folder)
+
+    def _records_text(self, files):
+        return "\n".join(f"{os.path.relpath(str(rec), str(self._image_dir))},," for rec in files)
+
+    def _generate_new_files(self):
+        new_files = set()
+        installer = self._dist_info / "INSTALLER"
+        installer.write_text("pip\n")
+        new_files.add(installer)
+        # inject a no-op root element, as workaround for bug in https://github.com/pypa/pip/issues/7226
+        marker = self._image_dir / f"{self._dist_info.stem}.virtualenv"
+        marker.write_text("")
+        new_files.add(marker)
+        folder = mkdtemp()
+        try:
+            to_folder = Path(folder)
+            rel = os.path.relpath(str(self._creator.script_dir), str(self._creator.purelib))
+            version_info = self._creator.interpreter.version_info
+            for name, module in self._console_scripts.items():
+                new_files.update(
+                    Path(os.path.normpath(str(self._image_dir / rel / i.name)))
+                    for i in self._create_console_entry_point(name, module, to_folder, version_info)
+                )
+        finally:
+            safe_delete(folder)
+        return new_files
+
+    @property
+    def _dist_info(self):
+        if self._extracted is False:
+            return None  # pragma: no cover
+        if self.__dist_info is None:
+            files = []
+            for filename in self._image_dir.iterdir():
+                files.append(filename.name)
+                if filename.suffix == ".dist-info":
+                    self.__dist_info = filename
+                    break
+            else:
+                raise RuntimeError(f"no .dist-info at {self._image_dir}, has {', '.join(files)}")  # pragma: no cover
+        return self.__dist_info
+
+    @abstractmethod
+    def _fix_records(self, extra_record_data):
+        raise NotImplementedError
+
+    @property
+    def _console_scripts(self):
+        if self._extracted is False:
+            return None  # pragma: no cover
+        if self._console_entry_points is None:
+            self._console_entry_points = {}
+            entry_points = self._dist_info / "entry_points.txt"
+            if entry_points.exists():
+                parser = ConfigParser()
+                with entry_points.open() as file_handler:
+                    parser.read_file(file_handler)
+                if "console_scripts" in parser.sections():
+                    for name, value in parser.items("console_scripts"):
+                        match = re.match(r"(.*?)-?\d\.?\d*", name)
+                        if match:
+                            name = match.groups(1)[0]
+                        self._console_entry_points[name] = value
+        return self._console_entry_points
+
+    def _create_console_entry_point(self, name, value, to_folder, version_info):
+        result = []
+        maker = ScriptMakerCustom(to_folder, version_info, self._creator.exe, name)
+        specification = f"{name} = {value}"
+        new_files = maker.make(specification)
+        result.extend(Path(i) for i in new_files)
+        return result
+
+    def _uninstall_previous_version(self):
+        dist_name = self._dist_info.stem.split("-")[0]
+        in_folders = chain.from_iterable([i.iterdir() for i in {self._creator.purelib, self._creator.platlib}])
+        paths = (p for p in in_folders if p.stem.split("-")[0] == dist_name and p.suffix == ".dist-info" and p.is_dir())
+        existing_dist = next(paths, None)
+        if existing_dist is not None:
+            self._uninstall_dist(existing_dist)
+
+    @staticmethod
+    def _uninstall_dist(dist):
+        dist_base = dist.parent
+        logging.debug("uninstall existing distribution %s from %s", dist.stem, dist_base)
+
+        top_txt = dist / "top_level.txt"  # add top level packages at folder level
+        paths = {dist.parent / i.strip() for i in top_txt.read_text().splitlines()} if top_txt.exists() else set()
+        paths.add(dist)  # add the dist-info folder itself
+
+        base_dirs, record = paths.copy(), dist / "RECORD"  # collect entries in record that we did not register yet
+        for name in (i.split(",")[0] for i in record.read_text().splitlines()) if record.exists() else ():
+            path = dist_base / name
+            if not any(p in base_dirs for p in path.parents):  # only add if not already added as a base dir
+                paths.add(path)
+
+        for path in sorted(paths):  # actually remove stuff in a stable order
+            if path.exists():
+                if path.is_dir() and not path.is_symlink():
+                    safe_delete(path)
+                else:
+                    path.unlink()
+
+    def clear(self):
+        if self._image_dir.exists():
+            safe_delete(self._image_dir)
+
+    def has_image(self):
+        return self._image_dir.exists() and next(self._image_dir.iterdir()) is not None
+
+
+class ScriptMakerCustom(ScriptMaker):
+    def __init__(self, target_dir, version_info, executable, name):
+        super().__init__(None, str(target_dir))
+        self.clobber = True  # overwrite
+        self.set_mode = True  # ensure they are executable
+        self.executable = enquote_executable(str(executable))
+        self.version_info = version_info.major, version_info.minor
+        self.variants = {"", "X", "X.Y"}
+        self._name = name
+
+    def _write_script(self, names, shebang, script_bytes, filenames, ext):
+        names.add(f"{self._name}{self.version_info[0]}.{self.version_info[1]}")
+        super()._write_script(names, shebang, script_bytes, filenames, ext)
+
+
+__all__ = [
+    "PipInstall",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/pip_install/copy.py b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/pip_install/copy.py
new file mode 100644
index 0000000..f5717e1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/pip_install/copy.py
@@ -0,0 +1,38 @@
+import os
+from pathlib import Path
+
+from virtualenv.util.path import copy
+
+from .base import PipInstall
+
+
+class CopyPipInstall(PipInstall):
+    def _sync(self, src, dst):
+        copy(src, dst)
+
+    def _generate_new_files(self):
+        # create the pyc files
+        new_files = super()._generate_new_files()
+        new_files.update(self._cache_files())
+        return new_files
+
+    def _cache_files(self):
+        version = self._creator.interpreter.version_info
+        py_c_ext = f".{self._creator.interpreter.implementation.lower()}-{version.major}{version.minor}.pyc"
+        for root, dirs, files in os.walk(str(self._image_dir), topdown=True):
+            root_path = Path(root)
+            for name in files:
+                if name.endswith(".py"):
+                    yield root_path / f"{name[:-3]}{py_c_ext}"
+            for name in dirs:
+                yield root_path / name / "__pycache__"
+
+    def _fix_records(self, new_files):
+        extra_record_data_str = self._records_text(new_files)
+        with (self._dist_info / "RECORD").open("ab") as file_handler:
+            file_handler.write(extra_record_data_str.encode("utf-8"))
+
+
+__all__ = [
+    "CopyPipInstall",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/pip_install/symlink.py b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/pip_install/symlink.py
new file mode 100644
index 0000000..4695de5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/pip_install/symlink.py
@@ -0,0 +1,57 @@
+import os
+from stat import S_IREAD, S_IRGRP, S_IROTH
+from subprocess import PIPE, Popen
+
+from virtualenv.util.path import safe_delete, set_tree
+
+from .base import PipInstall
+
+
+class SymlinkPipInstall(PipInstall):
+    def _sync(self, src, dst):
+        os.symlink(str(src), str(dst))
+
+    def _generate_new_files(self):
+        # create the pyc files, as the build image will be R/O
+        cmd = [str(self._creator.exe), "-m", "compileall", str(self._image_dir)]
+        process = Popen(cmd, stdout=PIPE, stderr=PIPE)
+        process.communicate()
+        # the root pyc is shared, so we'll not symlink that - but still add the pyc files to the RECORD for close
+        root_py_cache = self._image_dir / "__pycache__"
+        new_files = set()
+        if root_py_cache.exists():
+            new_files.update(root_py_cache.iterdir())
+            new_files.add(root_py_cache)
+            safe_delete(root_py_cache)
+        core_new_files = super()._generate_new_files()
+        # remove files that are within the image folder deeper than one level (as these will be not linked directly)
+        for file in core_new_files:
+            try:
+                rel = file.relative_to(self._image_dir)
+                if len(rel.parts) > 1:
+                    continue
+            except ValueError:
+                pass
+            new_files.add(file)
+        return new_files
+
+    def _fix_records(self, new_files):
+        new_files.update(i for i in self._image_dir.iterdir())
+        extra_record_data_str = self._records_text(sorted(new_files, key=str))
+        with open(str(self._dist_info / "RECORD"), "wb") as file_handler:
+            file_handler.write(extra_record_data_str.encode("utf-8"))
+
+    def build_image(self):
+        super().build_image()
+        # protect the image by making it read only
+        set_tree(self._image_dir, S_IREAD | S_IRGRP | S_IROTH)
+
+    def clear(self):
+        if self._image_dir.exists():
+            safe_delete(self._image_dir)
+        super().clear()
+
+
+__all__ = [
+    "SymlinkPipInstall",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/via_app_data.py b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/via_app_data.py
new file mode 100644
index 0000000..743ed15
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/embed/via_app_data/via_app_data.py
@@ -0,0 +1,143 @@
+"""Bootstrap"""
+
+import logging
+import sys
+import traceback
+from contextlib import contextmanager
+from pathlib import Path
+from subprocess import CalledProcessError
+from threading import Lock, Thread
+
+from virtualenv.info import fs_supports_symlink
+from virtualenv.seed.embed.base_embed import BaseEmbed
+from virtualenv.seed.wheels import get_wheel
+
+from .pip_install.copy import CopyPipInstall
+from .pip_install.symlink import SymlinkPipInstall
+
+
+class FromAppData(BaseEmbed):
+    def __init__(self, options):
+        super().__init__(options)
+        self.symlinks = options.symlink_app_data
+
+    @classmethod
+    def add_parser_arguments(cls, parser, interpreter, app_data):
+        super().add_parser_arguments(parser, interpreter, app_data)
+        can_symlink = app_data.transient is False and fs_supports_symlink()
+        sym = "" if can_symlink else "not supported - "
+        parser.add_argument(
+            "--symlink-app-data",
+            dest="symlink_app_data",
+            action="store_true" if can_symlink else "store_false",
+            help=f"{sym} symlink the python packages from the app-data folder (requires seed pip>=19.3)",
+            default=False,
+        )
+
+    def run(self, creator):
+        if not self.enabled:
+            return
+        with self._get_seed_wheels(creator) as name_to_whl:
+            pip_version = name_to_whl["pip"].version_tuple if "pip" in name_to_whl else None
+            installer_class = self.installer_class(pip_version)
+            exceptions = {}
+
+            def _install(name, wheel):
+                try:
+                    logging.debug("install %s from wheel %s via %s", name, wheel, installer_class.__name__)
+                    key = Path(installer_class.__name__) / wheel.path.stem
+                    wheel_img = self.app_data.wheel_image(creator.interpreter.version_release_str, key)
+                    installer = installer_class(wheel.path, creator, wheel_img)
+                    parent = self.app_data.lock / wheel_img.parent
+                    with parent.non_reentrant_lock_for_key(wheel_img.name):
+                        if not installer.has_image():
+                            installer.build_image()
+                    installer.install(creator.interpreter.version_info)
+                except Exception:  # noqa
+                    exceptions[name] = sys.exc_info()
+
+            threads = list(Thread(target=_install, args=(n, w)) for n, w in name_to_whl.items())
+            for thread in threads:
+                thread.start()
+            for thread in threads:
+                thread.join()
+            if exceptions:
+                messages = [f"failed to build image {', '.join(exceptions.keys())} because:"]
+                for value in exceptions.values():
+                    exc_type, exc_value, exc_traceback = value
+                    messages.append("".join(traceback.format_exception(exc_type, exc_value, exc_traceback)))
+                raise RuntimeError("\n".join(messages))
+
+    @contextmanager
+    def _get_seed_wheels(self, creator):
+        name_to_whl, lock, fail = {}, Lock(), {}
+
+        def _get(distribution, version):
+            for_py_version = creator.interpreter.version_release_str
+            failure, result = None, None
+            # fallback to download in case the exact version is not available
+            for download in [True] if self.download else [False, True]:
+                failure = None
+                try:
+                    result = get_wheel(
+                        distribution=distribution,
+                        version=version,
+                        for_py_version=for_py_version,
+                        search_dirs=self.extra_search_dir,
+                        download=download,
+                        app_data=self.app_data,
+                        do_periodic_update=self.periodic_update,
+                        env=self.env,
+                    )
+                    if result is not None:
+                        break
+                except Exception as exception:  # noqa
+                    logging.exception("fail")
+                    failure = exception
+            if failure:
+                if isinstance(failure, CalledProcessError):
+                    msg = f"failed to download {distribution}"
+                    if version is not None:
+                        msg += f" version {version}"
+                    msg += f", pip download exit code {failure.returncode}"
+                    output = failure.output + failure.stderr
+                    if output:
+                        msg += "\n"
+                        msg += output
+                else:
+                    msg = repr(failure)
+                logging.error(msg)
+                with lock:
+                    fail[distribution] = version
+            else:
+                with lock:
+                    name_to_whl[distribution] = result
+
+        threads = list(
+            Thread(target=_get, args=(distribution, version))
+            for distribution, version in self.distribution_to_versions().items()
+        )
+        for thread in threads:
+            thread.start()
+        for thread in threads:
+            thread.join()
+        if fail:
+            raise RuntimeError(f"seed failed due to failing to download wheels {', '.join(fail.keys())}")
+        yield name_to_whl
+
+    def installer_class(self, pip_version_tuple):
+        if self.symlinks and pip_version_tuple:
+            # symlink support requires pip 19.3+
+            if pip_version_tuple >= (19, 3):
+                return SymlinkPipInstall
+        return CopyPipInstall
+
+    def __repr__(self):
+        msg = f", via={'symlink' if self.symlinks else 'copy'}, app_data_dir={self.app_data}"
+        base = super().__repr__()
+        return f"{base[:-1]}{msg}{base[-1]}"
+
+
+__all__ = [
+    "FromAppData",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/seeder.py b/venv/lib/python3.8/site-packages/virtualenv/seed/seeder.py
new file mode 100644
index 0000000..a14e483
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/seeder.py
@@ -0,0 +1,39 @@
+from abc import ABCMeta, abstractmethod
+
+
+class Seeder(metaclass=ABCMeta):
+    """A seeder will install some seed packages into a virtual environment."""
+
+    def __init__(self, options, enabled):
+        """
+
+        :param options: the parsed options as defined within :meth:`add_parser_arguments`
+        :param enabled: a flag weather the seeder is enabled or not
+        """
+        self.enabled = enabled
+        self.env = options.env
+
+    @classmethod
+    def add_parser_arguments(cls, parser, interpreter, app_data):
+        """
+        Add CLI arguments for this seed mechanisms.
+
+        :param parser: the CLI parser
+        :param app_data: the CLI parser
+        :param interpreter: the interpreter this virtual environment is based of
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def run(self, creator):
+        """Perform the seed operation.
+
+        :param creator: the creator (based of :class:`virtualenv.create.creator.Creator`) we used to create this \
+        virtual environment
+        """
+        raise NotImplementedError
+
+
+__all__ = [
+    "Seeder",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/__init__.py
new file mode 100644
index 0000000..c563181
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/__init__.py
@@ -0,0 +1,9 @@
+from .acquire import get_wheel, pip_wheel_env_run
+from .util import Version, Wheel
+
+__all__ = [
+    "get_wheel",
+    "pip_wheel_env_run",
+    "Version",
+    "Wheel",
+]
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/__pycache__/util.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/__pycache__/util.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/acquire.py b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/acquire.py
new file mode 100644
index 0000000..d8e8d1e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/acquire.py
@@ -0,0 +1,122 @@
+"""Bootstrap"""
+
+import logging
+import sys
+from operator import eq, lt
+from pathlib import Path
+from subprocess import PIPE, CalledProcessError, Popen
+
+from .bundle import from_bundle
+from .periodic_update import add_wheel_to_update_log
+from .util import Version, Wheel, discover_wheels
+
+
+def get_wheel(distribution, version, for_py_version, search_dirs, download, app_data, do_periodic_update, env):
+    """
+    Get a wheel with the given distribution-version-for_py_version trio, by using the extra search dir + download
+    """
+    # not all wheels are compatible with all python versions, so we need to py version qualify it
+    wheel = None
+
+    if not download or version != Version.bundle:
+        # 1. acquire from bundle
+        wheel = from_bundle(distribution, version, for_py_version, search_dirs, app_data, do_periodic_update, env)
+
+    if download and wheel is None and version != Version.embed:
+        # 2. download from the internet
+        wheel = download_wheel(
+            distribution=distribution,
+            version_spec=Version.as_version_spec(version),
+            for_py_version=for_py_version,
+            search_dirs=search_dirs,
+            app_data=app_data,
+            to_folder=app_data.house,
+            env=env,
+        )
+        if wheel is not None and app_data.can_update:
+            add_wheel_to_update_log(wheel, for_py_version, app_data)
+
+    return wheel
+
+
+def download_wheel(distribution, version_spec, for_py_version, search_dirs, app_data, to_folder, env):
+    to_download = f"{distribution}{version_spec or ''}"
+    logging.debug("download wheel %s %s to %s", to_download, for_py_version, to_folder)
+    cmd = [
+        sys.executable,
+        "-m",
+        "pip",
+        "download",
+        "--progress-bar",
+        "off",
+        "--disable-pip-version-check",
+        "--only-binary=:all:",
+        "--no-deps",
+        "--python-version",
+        for_py_version,
+        "-d",
+        str(to_folder),
+        to_download,
+    ]
+    # pip has no interface in python - must be a new sub-process
+    env = pip_wheel_env_run(search_dirs, app_data, env)
+    process = Popen(cmd, env=env, stdout=PIPE, stderr=PIPE, universal_newlines=True)
+    out, err = process.communicate()
+    if process.returncode != 0:
+        kwargs = {"output": out, "stderr": err}
+        raise CalledProcessError(process.returncode, cmd, **kwargs)
+    result = _find_downloaded_wheel(distribution, version_spec, for_py_version, to_folder, out)
+    logging.debug("downloaded wheel %s", result.name)
+    return result
+
+
+def _find_downloaded_wheel(distribution, version_spec, for_py_version, to_folder, out):
+    for line in out.splitlines():
+        line = line.lstrip()
+        for marker in ("Saved ", "File was already downloaded "):
+            if line.startswith(marker):
+                return Wheel(Path(line[len(marker) :]).absolute())
+    # if for some reason the output does not match fallback to the latest version with that spec
+    return find_compatible_in_house(distribution, version_spec, for_py_version, to_folder)
+
+
+def find_compatible_in_house(distribution, version_spec, for_py_version, in_folder):
+    wheels = discover_wheels(in_folder, distribution, None, for_py_version)
+    start, end = 0, len(wheels)
+    if version_spec is not None:
+        if version_spec.startswith("<"):
+            from_pos, op = 1, lt
+        elif version_spec.startswith("=="):
+            from_pos, op = 2, eq
+        else:
+            raise ValueError(version_spec)
+        version = Wheel.as_version_tuple(version_spec[from_pos:])
+        start = next((at for at, w in enumerate(wheels) if op(w.version_tuple, version)), len(wheels))
+
+    return None if start == end else wheels[start]
+
+
+def pip_wheel_env_run(search_dirs, app_data, env):
+    env = env.copy()
+    env.update({"PIP_USE_WHEEL": "1", "PIP_USER": "0", "PIP_NO_INPUT": "1"})
+    wheel = get_wheel(
+        distribution="pip",
+        version=None,
+        for_py_version=f"{sys.version_info.major}.{sys.version_info.minor}",
+        search_dirs=search_dirs,
+        download=False,
+        app_data=app_data,
+        do_periodic_update=False,
+        env=env,
+    )
+    if wheel is None:
+        raise RuntimeError("could not find the embedded pip")
+    env["PYTHONPATH"] = str(wheel.path)
+    return env
+
+
+__all__ = [
+    "get_wheel",
+    "download_wheel",
+    "pip_wheel_env_run",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/bundle.py b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/bundle.py
new file mode 100644
index 0000000..66bbe56
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/bundle.py
@@ -0,0 +1,54 @@
+from ..wheels.embed import get_embed_wheel
+from .periodic_update import periodic_update
+from .util import Version, Wheel, discover_wheels
+
+
+def from_bundle(distribution, version, for_py_version, search_dirs, app_data, do_periodic_update, env):
+    """
+    Load the bundled wheel to a cache directory.
+    """
+    of_version = Version.of_version(version)
+    wheel = load_embed_wheel(app_data, distribution, for_py_version, of_version)
+
+    if version != Version.embed:
+        # 2. check if we have upgraded embed
+        if app_data.can_update:
+            per = do_periodic_update
+            wheel = periodic_update(distribution, of_version, for_py_version, wheel, search_dirs, app_data, per, env)
+
+        # 3. acquire from extra search dir
+        found_wheel = from_dir(distribution, of_version, for_py_version, search_dirs)
+        if found_wheel is not None:
+            if wheel is None:
+                wheel = found_wheel
+            elif found_wheel.version_tuple > wheel.version_tuple:
+                wheel = found_wheel
+    return wheel
+
+
+def load_embed_wheel(app_data, distribution, for_py_version, version):
+    wheel = get_embed_wheel(distribution, for_py_version)
+    if wheel is not None:
+        version_match = version == wheel.version
+        if version is None or version_match:
+            with app_data.ensure_extracted(wheel.path, lambda: app_data.house) as wheel_path:
+                wheel = Wheel(wheel_path)
+        else:  # if version does not match ignore
+            wheel = None
+    return wheel
+
+
+def from_dir(distribution, version, for_py_version, directories):
+    """
+    Load a compatible wheel from a given folder.
+    """
+    for folder in directories:
+        for wheel in discover_wheels(folder, distribution, version, for_py_version):
+            return wheel
+    return None
+
+
+__all__ = [
+    "load_embed_wheel",
+    "from_bundle",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/embed/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/embed/__init__.py
new file mode 100644
index 0000000..135bd86
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/embed/__init__.py
@@ -0,0 +1,61 @@
+from pathlib import Path
+
+from virtualenv.seed.wheels.util import Wheel
+
+BUNDLE_FOLDER = Path(__file__).absolute().parent
+BUNDLE_SUPPORT = {
+    "3.11": {
+        "pip": "pip-22.2.1-py3-none-any.whl",
+        "setuptools": "setuptools-63.2.0-py3-none-any.whl",
+        "wheel": "wheel-0.37.1-py2.py3-none-any.whl",
+    },
+    "3.10": {
+        "pip": "pip-22.2.1-py3-none-any.whl",
+        "setuptools": "setuptools-63.2.0-py3-none-any.whl",
+        "wheel": "wheel-0.37.1-py2.py3-none-any.whl",
+    },
+    "3.9": {
+        "pip": "pip-22.2.1-py3-none-any.whl",
+        "setuptools": "setuptools-63.2.0-py3-none-any.whl",
+        "wheel": "wheel-0.37.1-py2.py3-none-any.whl",
+    },
+    "3.8": {
+        "pip": "pip-22.2.1-py3-none-any.whl",
+        "setuptools": "setuptools-63.2.0-py3-none-any.whl",
+        "wheel": "wheel-0.37.1-py2.py3-none-any.whl",
+    },
+    "3.7": {
+        "pip": "pip-22.2.1-py3-none-any.whl",
+        "setuptools": "setuptools-63.2.0-py3-none-any.whl",
+        "wheel": "wheel-0.37.1-py2.py3-none-any.whl",
+    },
+    "3.6": {
+        "pip": "pip-21.3.1-py3-none-any.whl",
+        "setuptools": "setuptools-59.6.0-py3-none-any.whl",
+        "wheel": "wheel-0.37.1-py2.py3-none-any.whl",
+    },
+    "3.5": {
+        "pip": "pip-20.3.4-py2.py3-none-any.whl",
+        "setuptools": "setuptools-50.3.2-py3-none-any.whl",
+        "wheel": "wheel-0.37.1-py2.py3-none-any.whl",
+    },
+    "2.7": {
+        "pip": "pip-20.3.4-py2.py3-none-any.whl",
+        "setuptools": "setuptools-44.1.1-py2.py3-none-any.whl",
+        "wheel": "wheel-0.37.1-py2.py3-none-any.whl",
+    },
+}
+MAX = "3.11"
+
+
+def get_embed_wheel(distribution, for_py_version):
+    path = BUNDLE_FOLDER / (BUNDLE_SUPPORT.get(for_py_version, {}) or BUNDLE_SUPPORT[MAX]).get(distribution)
+    return Wheel.from_path(path)
+
+
+__all__ = [
+    "get_embed_wheel",
+    "BUNDLE_SUPPORT",
+    "MAX",
+    "BUNDLE_FOLDER",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/embed/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/embed/__pycache__/__init__.cpython-38.pyc
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+/home/runner/.cache/pip/pool/21/7a/e5/161a0e08c0fb873858806e3478c9775caffce5168b50ec885e358c199d
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+/home/runner/.cache/pip/pool/de/af/32/dcd9ab821e359cd8330786bcd077604b5c5730c0b096eda46f95c24a2d
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/27/a7/14/c09253134e60a6fa68130f78c7037e5562c4f21f8f318f2ae900d152d5
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+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/embed/setuptools-50.3.2-py3-none-any.whl
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/2c/24/2a/0856fbad7efbe560df4a7add9324f340cf48df43651e9604924466794a
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/embed/setuptools-59.6.0-py3-none-any.whl b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/embed/setuptools-59.6.0-py3-none-any.whl
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+/home/runner/.cache/pip/pool/4c/e9/2f/1e1f8f01233ee9952c04f6b81d1e02939d6e1b488428154974a4d0783e
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/embed/wheel-0.37.1-py2.py3-none-any.whl b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/embed/wheel-0.37.1-py2.py3-none-any.whl
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+/home/runner/.cache/pip/pool/4b/dc/d7/d840138086126cd09254dc6195fb4fc6f01c050a1d7236f2630db1d22a
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/periodic_update.py b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/periodic_update.py
new file mode 100644
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+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/periodic_update.py
@@ -0,0 +1,412 @@
+"""
+Periodically update bundled versions.
+"""
+
+
+import json
+import logging
+import os
+import ssl
+import sys
+from datetime import datetime, timedelta
+from itertools import groupby
+from pathlib import Path
+from shutil import copy2
+from subprocess import PIPE, Popen
+from textwrap import dedent
+from threading import Thread
+from urllib.error import URLError
+from urllib.request import urlopen
+
+from virtualenv.app_data import AppDataDiskFolder
+from virtualenv.util.subprocess import CREATE_NO_WINDOW
+
+from ..wheels.embed import BUNDLE_SUPPORT
+from ..wheels.util import Wheel
+
+GRACE_PERIOD_CI = timedelta(hours=1)  # prevent version switch in the middle of a CI run
+GRACE_PERIOD_MINOR = timedelta(days=28)
+UPDATE_PERIOD = timedelta(days=14)
+UPDATE_ABORTED_DELAY = timedelta(hours=1)
+
+
+def periodic_update(distribution, of_version, for_py_version, wheel, search_dirs, app_data, do_periodic_update, env):
+    if do_periodic_update:
+        handle_auto_update(distribution, for_py_version, wheel, search_dirs, app_data, env)
+
+    now = datetime.now()
+
+    def _update_wheel(ver):
+        updated_wheel = Wheel(app_data.house / ver.filename)
+        logging.debug("using %supdated wheel %s", "periodically " if updated_wheel else "", updated_wheel)
+        return updated_wheel
+
+    u_log = UpdateLog.from_app_data(app_data, distribution, for_py_version)
+    if of_version is None:
+        for _, group in groupby(u_log.versions, key=lambda v: v.wheel.version_tuple[0:2]):
+            # use only latest patch version per minor, earlier assumed to be buggy
+            all_patches = list(group)
+            ignore_grace_period_minor = any(version for version in all_patches if version.use(now))
+            for version in all_patches:
+                if wheel is not None and Path(version.filename).name == wheel.name:
+                    return wheel
+                if version.use(now, ignore_grace_period_minor):
+                    return _update_wheel(version)
+    else:
+        for version in u_log.versions:
+            if version.wheel.version == of_version:
+                return _update_wheel(version)
+
+    return wheel
+
+
+def handle_auto_update(distribution, for_py_version, wheel, search_dirs, app_data, env):
+    embed_update_log = app_data.embed_update_log(distribution, for_py_version)
+    u_log = UpdateLog.from_dict(embed_update_log.read())
+    if u_log.needs_update:
+        u_log.periodic = True
+        u_log.started = datetime.now()
+        embed_update_log.write(u_log.to_dict())
+        trigger_update(distribution, for_py_version, wheel, search_dirs, app_data, periodic=True, env=env)
+
+
+def add_wheel_to_update_log(wheel, for_py_version, app_data):
+    embed_update_log = app_data.embed_update_log(wheel.distribution, for_py_version)
+    logging.debug("adding %s information to %s", wheel.name, embed_update_log.file)
+    u_log = UpdateLog.from_dict(embed_update_log.read())
+    if any(version.filename == wheel.name for version in u_log.versions):
+        logging.warning("%s already present in %s", wheel.name, embed_update_log.file)
+        return
+    # we don't need a release date for sources other than "periodic"
+    version = NewVersion(wheel.name, datetime.now(), None, "download")
+    u_log.versions.append(version)  # always write at the end for proper updates
+    embed_update_log.write(u_log.to_dict())
+
+
+DATETIME_FMT = "%Y-%m-%dT%H:%M:%S.%fZ"
+
+
+def dump_datetime(value):
+    return None if value is None else value.strftime(DATETIME_FMT)
+
+
+def load_datetime(value):
+    return None if value is None else datetime.strptime(value, DATETIME_FMT)
+
+
+class NewVersion:
+    def __init__(self, filename, found_date, release_date, source):
+        self.filename = filename
+        self.found_date = found_date
+        self.release_date = release_date
+        self.source = source
+
+    @classmethod
+    def from_dict(cls, dictionary):
+        return cls(
+            filename=dictionary["filename"],
+            found_date=load_datetime(dictionary["found_date"]),
+            release_date=load_datetime(dictionary["release_date"]),
+            source=dictionary["source"],
+        )
+
+    def to_dict(self):
+        return {
+            "filename": self.filename,
+            "release_date": dump_datetime(self.release_date),
+            "found_date": dump_datetime(self.found_date),
+            "source": self.source,
+        }
+
+    def use(self, now, ignore_grace_period_minor=False, ignore_grace_period_ci=False):
+        if self.source == "manual":
+            return True
+        elif self.source == "periodic":
+            if self.found_date < now - GRACE_PERIOD_CI or ignore_grace_period_ci:
+                if not ignore_grace_period_minor:
+                    compare_from = self.release_date or self.found_date
+                    return now - compare_from >= GRACE_PERIOD_MINOR
+                return True
+        return False
+
+    def __repr__(self):
+        return (
+            f"{self.__class__.__name__}(filename={self.filename}), found_date={self.found_date}, "
+            f"release_date={self.release_date}, source={self.source})"
+        )
+
+    def __eq__(self, other):
+        return type(self) == type(other) and all(
+            getattr(self, k) == getattr(other, k) for k in ["filename", "release_date", "found_date", "source"]
+        )
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    @property
+    def wheel(self):
+        return Wheel(Path(self.filename))
+
+
+class UpdateLog:
+    def __init__(self, started, completed, versions, periodic):
+        self.started = started
+        self.completed = completed
+        self.versions = versions
+        self.periodic = periodic
+
+    @classmethod
+    def from_dict(cls, dictionary):
+        if dictionary is None:
+            dictionary = {}
+        return cls(
+            load_datetime(dictionary.get("started")),
+            load_datetime(dictionary.get("completed")),
+            [NewVersion.from_dict(v) for v in dictionary.get("versions", [])],
+            dictionary.get("periodic"),
+        )
+
+    @classmethod
+    def from_app_data(cls, app_data, distribution, for_py_version):
+        raw_json = app_data.embed_update_log(distribution, for_py_version).read()
+        return cls.from_dict(raw_json)
+
+    def to_dict(self):
+        return {
+            "started": dump_datetime(self.started),
+            "completed": dump_datetime(self.completed),
+            "periodic": self.periodic,
+            "versions": [r.to_dict() for r in self.versions],
+        }
+
+    @property
+    def needs_update(self):
+        now = datetime.now()
+        if self.completed is None:  # never completed
+            return self._check_start(now)
+        else:
+            if now - self.completed <= UPDATE_PERIOD:
+                return False
+            return self._check_start(now)
+
+    def _check_start(self, now):
+        return self.started is None or now - self.started > UPDATE_ABORTED_DELAY
+
+
+def trigger_update(distribution, for_py_version, wheel, search_dirs, app_data, env, periodic):
+    wheel_path = None if wheel is None else str(wheel.path)
+    cmd = [
+        sys.executable,
+        "-c",
+        dedent(
+            """
+        from virtualenv.report import setup_report, MAX_LEVEL
+        from virtualenv.seed.wheels.periodic_update import do_update
+        setup_report(MAX_LEVEL, show_pid=True)
+        do_update({!r}, {!r}, {!r}, {!r}, {!r}, {!r})
+        """,
+        )
+        .strip()
+        .format(distribution, for_py_version, wheel_path, str(app_data), [str(p) for p in search_dirs], periodic),
+    ]
+    debug = env.get("_VIRTUALENV_PERIODIC_UPDATE_INLINE") == "1"
+    pipe = None if debug else PIPE
+    kwargs = {"stdout": pipe, "stderr": pipe}
+    if not debug and sys.platform == "win32":
+        kwargs["creationflags"] = CREATE_NO_WINDOW
+    process = Popen(cmd, **kwargs)
+    logging.info(
+        "triggered periodic upgrade of %s%s (for python %s) via background process having PID %d",
+        distribution,
+        "" if wheel is None else f"=={wheel.version}",
+        for_py_version,
+        process.pid,
+    )
+    if debug:
+        process.communicate()  # on purpose not called to make it a background process
+
+
+def do_update(distribution, for_py_version, embed_filename, app_data, search_dirs, periodic):
+    versions = None
+    try:
+        versions = _run_do_update(app_data, distribution, embed_filename, for_py_version, periodic, search_dirs)
+    finally:
+        logging.debug("done %s %s with %s", distribution, for_py_version, versions)
+    return versions
+
+
+def _run_do_update(app_data, distribution, embed_filename, for_py_version, periodic, search_dirs):
+    from virtualenv.seed.wheels import acquire
+
+    wheel_filename = None if embed_filename is None else Path(embed_filename)
+    embed_version = None if wheel_filename is None else Wheel(wheel_filename).version_tuple
+    app_data = AppDataDiskFolder(app_data) if isinstance(app_data, str) else app_data
+    search_dirs = [Path(p) if isinstance(p, str) else p for p in search_dirs]
+    wheelhouse = app_data.house
+    embed_update_log = app_data.embed_update_log(distribution, for_py_version)
+    u_log = UpdateLog.from_dict(embed_update_log.read())
+    now = datetime.now()
+
+    update_versions, other_versions = [], []
+    for version in u_log.versions:
+        if version.source in {"periodic", "manual"}:
+            update_versions.append(version)
+        else:
+            other_versions.append(version)
+
+    if periodic:
+        source = "periodic"
+    else:
+        source = "manual"
+        # mark the most recent one as source "manual"
+        if update_versions:
+            update_versions[0].source = source
+
+    if wheel_filename is not None:
+        dest = wheelhouse / wheel_filename.name
+        if not dest.exists():
+            copy2(str(wheel_filename), str(wheelhouse))
+    last, last_version, versions, filenames = None, None, [], set()
+    while last is None or not last.use(now, ignore_grace_period_ci=True):
+        download_time = datetime.now()
+        dest = acquire.download_wheel(
+            distribution=distribution,
+            version_spec=None if last_version is None else f"<{last_version}",
+            for_py_version=for_py_version,
+            search_dirs=search_dirs,
+            app_data=app_data,
+            to_folder=wheelhouse,
+            env=os.environ,
+        )
+        if dest is None or (update_versions and update_versions[0].filename == dest.name):
+            break
+        release_date = release_date_for_wheel_path(dest.path)
+        last = NewVersion(filename=dest.path.name, release_date=release_date, found_date=download_time, source=source)
+        logging.info("detected %s in %s", last, datetime.now() - download_time)
+        versions.append(last)
+        filenames.add(last.filename)
+        last_wheel = last.wheel
+        last_version = last_wheel.version
+        if embed_version is not None:
+            if embed_version >= last_wheel.version_tuple:  # stop download if we reach the embed version
+                break
+    u_log.periodic = periodic
+    if not u_log.periodic:
+        u_log.started = now
+    # update other_versions by removing version we just found
+    other_versions = [version for version in other_versions if version.filename not in filenames]
+    u_log.versions = versions + update_versions + other_versions
+    u_log.completed = datetime.now()
+    embed_update_log.write(u_log.to_dict())
+    return versions
+
+
+def release_date_for_wheel_path(dest):
+    wheel = Wheel(dest)
+    # the most accurate is to ask PyPi - e.g. https://pypi.org/pypi/pip/json,
+    # see https://warehouse.pypa.io/api-reference/json/ for more details
+    content = _pypi_get_distribution_info_cached(wheel.distribution)
+    if content is not None:
+        try:
+            upload_time = content["releases"][wheel.version][0]["upload_time"]
+            return datetime.strptime(upload_time, "%Y-%m-%dT%H:%M:%S")
+        except Exception as exception:
+            logging.error("could not load release date %s because %r", content, exception)
+    return None
+
+
+def _request_context():
+    yield None
+    # fallback to non verified HTTPS (the information we request is not sensitive, so fallback)
+    yield ssl._create_unverified_context()  # noqa
+
+
+_PYPI_CACHE = {}
+
+
+def _pypi_get_distribution_info_cached(distribution):
+    if distribution not in _PYPI_CACHE:
+        _PYPI_CACHE[distribution] = _pypi_get_distribution_info(distribution)
+    return _PYPI_CACHE[distribution]
+
+
+def _pypi_get_distribution_info(distribution):
+    content, url = None, f"https://pypi.org/pypi/{distribution}/json"
+    try:
+        for context in _request_context():
+            try:
+                with urlopen(url, context=context) as file_handler:
+                    content = json.load(file_handler)
+                break
+            except URLError as exception:
+                logging.error("failed to access %s because %r", url, exception)
+    except Exception as exception:
+        logging.error("failed to access %s because %r", url, exception)
+    return content
+
+
+def manual_upgrade(app_data, env):
+    threads = []
+
+    for for_py_version, distribution_to_package in BUNDLE_SUPPORT.items():
+        # load extra search dir for the given for_py
+        for distribution in distribution_to_package.keys():
+            thread = Thread(target=_run_manual_upgrade, args=(app_data, distribution, for_py_version, env))
+            thread.start()
+            threads.append(thread)
+
+    for thread in threads:
+        thread.join()
+
+
+def _run_manual_upgrade(app_data, distribution, for_py_version, env):
+    start = datetime.now()
+    from .bundle import from_bundle
+
+    current = from_bundle(
+        distribution=distribution,
+        version=None,
+        for_py_version=for_py_version,
+        search_dirs=[],
+        app_data=app_data,
+        do_periodic_update=False,
+        env=env,
+    )
+    logging.warning(
+        "upgrade %s for python %s with current %s",
+        distribution,
+        for_py_version,
+        "" if current is None else current.name,
+    )
+    versions = do_update(
+        distribution=distribution,
+        for_py_version=for_py_version,
+        embed_filename=current.path,
+        app_data=app_data,
+        search_dirs=[],
+        periodic=False,
+    )
+
+    args = [
+        distribution,
+        for_py_version,
+        datetime.now() - start,
+    ]
+    if versions:
+        args.append("\n".join(f"\t{v}" for v in versions))
+    ver_update = "new entries found:\n%s" if versions else "no new versions found"
+    logging.warning(f"upgraded %s for python %s in %s {ver_update}", *args)
+
+
+__all__ = [
+    "add_wheel_to_update_log",
+    "periodic_update",
+    "do_update",
+    "manual_upgrade",
+    "NewVersion",
+    "UpdateLog",
+    "load_datetime",
+    "dump_datetime",
+    "trigger_update",
+    "release_date_for_wheel_path",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/util.py b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/util.py
new file mode 100644
index 0000000..f09d873
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/seed/wheels/util.py
@@ -0,0 +1,116 @@
+from operator import attrgetter
+from zipfile import ZipFile
+
+
+class Wheel:
+    def __init__(self, path):
+        # https://www.python.org/dev/peps/pep-0427/#file-name-convention
+        # The wheel filename is {distribution}-{version}(-{build tag})?-{python tag}-{abi tag}-{platform tag}.whl
+        self.path = path
+        self._parts = path.stem.split("-")
+
+    @classmethod
+    def from_path(cls, path):
+        if path is not None and path.suffix == ".whl" and len(path.stem.split("-")) >= 5:
+            return cls(path)
+        return None
+
+    @property
+    def distribution(self):
+        return self._parts[0]
+
+    @property
+    def version(self):
+        return self._parts[1]
+
+    @property
+    def version_tuple(self):
+        return self.as_version_tuple(self.version)
+
+    @staticmethod
+    def as_version_tuple(version):
+        result = []
+        for part in version.split(".")[0:3]:
+            try:
+                result.append(int(part))
+            except ValueError:
+                break
+        if not result:
+            raise ValueError(version)
+        return tuple(result)
+
+    @property
+    def name(self):
+        return self.path.name
+
+    def support_py(self, py_version):
+        name = f"{'-'.join(self.path.stem.split('-')[0:2])}.dist-info/METADATA"
+        with ZipFile(str(self.path), "r") as zip_file:
+            metadata = zip_file.read(name).decode("utf-8")
+        marker = "Requires-Python:"
+        requires = next((i[len(marker) :] for i in metadata.splitlines() if i.startswith(marker)), None)
+        if requires is None:  # if it does not specify a python requires the assumption is compatible
+            return True
+        py_version_int = tuple(int(i) for i in py_version.split("."))
+        for require in (i.strip() for i in requires.split(",")):
+            # https://www.python.org/dev/peps/pep-0345/#version-specifiers
+            for operator, check in [
+                ("!=", lambda v: py_version_int != v),
+                ("==", lambda v: py_version_int == v),
+                ("<=", lambda v: py_version_int <= v),
+                (">=", lambda v: py_version_int >= v),
+                ("<", lambda v: py_version_int < v),
+                (">", lambda v: py_version_int > v),
+            ]:
+                if require.startswith(operator):
+                    ver_str = require[len(operator) :].strip()
+                    version = tuple((int(i) if i != "*" else None) for i in ver_str.split("."))[0:2]
+                    if not check(version):
+                        return False
+                    break
+        return True
+
+    def __repr__(self):
+        return f"{self.__class__.__name__}({self.path})"
+
+    def __str__(self):
+        return str(self.path)
+
+
+def discover_wheels(from_folder, distribution, version, for_py_version):
+    wheels = []
+    for filename in from_folder.iterdir():
+        wheel = Wheel.from_path(filename)
+        if wheel and wheel.distribution == distribution:
+            if version is None or wheel.version == version:
+                if wheel.support_py(for_py_version):
+                    wheels.append(wheel)
+    return sorted(wheels, key=attrgetter("version_tuple", "distribution"), reverse=True)
+
+
+class Version:
+    #: the version bundled with virtualenv
+    bundle = "bundle"
+    embed = "embed"
+    #: custom version handlers
+    non_version = (bundle, embed)
+
+    @staticmethod
+    def of_version(value):
+        return None if value in Version.non_version else value
+
+    @staticmethod
+    def as_pip_req(distribution, version):
+        return f"{distribution}{Version.as_version_spec(version)}"
+
+    @staticmethod
+    def as_version_spec(version):
+        of_version = Version.of_version(version)
+        return "" if of_version is None else f"=={of_version}"
+
+
+__all__ = [
+    "discover_wheels",
+    "Version",
+    "Wheel",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/util/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/util/__init__.py
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+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/util/__pycache__/zipapp.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/util/__pycache__/zipapp.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/util/error.py b/venv/lib/python3.8/site-packages/virtualenv/util/error.py
new file mode 100644
index 0000000..945a25e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/util/error.py
@@ -0,0 +1,12 @@
+"""Errors"""
+
+
+class ProcessCallFailed(RuntimeError):
+    """Failed a process call"""
+
+    def __init__(self, code, out, err, cmd):
+        super().__init__(code, out, err, cmd)
+        self.code = code
+        self.out = out
+        self.err = err
+        self.cmd = cmd
diff --git a/venv/lib/python3.8/site-packages/virtualenv/util/lock.py b/venv/lib/python3.8/site-packages/virtualenv/util/lock.py
new file mode 100644
index 0000000..04c9f9c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/util/lock.py
@@ -0,0 +1,167 @@
+"""holds locking functionality that works across processes"""
+
+import logging
+import os
+from abc import ABCMeta, abstractmethod
+from contextlib import contextmanager
+from pathlib import Path
+from threading import Lock, RLock
+
+from filelock import FileLock, Timeout
+
+
+class _CountedFileLock(FileLock):
+    def __init__(self, lock_file):
+        parent = os.path.dirname(lock_file)
+        if not os.path.isdir(parent):
+            try:
+                os.makedirs(parent)
+            except OSError:
+                pass
+        super().__init__(lock_file)
+        self.count = 0
+        self.thread_safe = RLock()
+
+    def acquire(self, timeout=None, poll_interval=0.05):
+        with self.thread_safe:
+            if self.count == 0:
+                super().acquire(timeout, poll_interval)
+            self.count += 1
+
+    def release(self, force=False):
+        with self.thread_safe:
+            if self.count == 1:
+                super().release(force=force)
+            self.count = max(self.count - 1, 0)
+
+
+_lock_store = {}
+_store_lock = Lock()
+
+
+class PathLockBase(metaclass=ABCMeta):
+    def __init__(self, folder):
+        path = Path(folder)
+        self.path = path.resolve() if path.exists() else path
+
+    def __repr__(self):
+        return f"{self.__class__.__name__}({self.path})"
+
+    def __div__(self, other):
+        return type(self)(self.path / other)
+
+    def __truediv__(self, other):
+        return self.__div__(other)
+
+    @abstractmethod
+    def __enter__(self):
+        raise NotImplementedError
+
+    @abstractmethod
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        raise NotImplementedError
+
+    @abstractmethod
+    @contextmanager
+    def lock_for_key(self, name, no_block=False):
+        raise NotImplementedError
+
+    @abstractmethod
+    @contextmanager
+    def non_reentrant_lock_for_key(name):
+        raise NotImplementedError
+
+
+class ReentrantFileLock(PathLockBase):
+    def __init__(self, folder):
+        super().__init__(folder)
+        self._lock = None
+
+    def _create_lock(self, name=""):
+        lock_file = str(self.path / f"{name}.lock")
+        with _store_lock:
+            if lock_file not in _lock_store:
+                _lock_store[lock_file] = _CountedFileLock(lock_file)
+            return _lock_store[lock_file]
+
+    @staticmethod
+    def _del_lock(lock):
+        if lock is not None:
+            with _store_lock:
+                with lock.thread_safe:
+                    if lock.count == 0:
+                        _lock_store.pop(lock.lock_file, None)
+
+    def __del__(self):
+        self._del_lock(self._lock)
+
+    def __enter__(self):
+        self._lock = self._create_lock()
+        self._lock_file(self._lock)
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        self._release(self._lock)
+        self._del_lock(self._lock)
+        self._lock = None
+
+    def _lock_file(self, lock, no_block=False):
+        # multiple processes might be trying to get a first lock... so we cannot check if this directory exist without
+        # a lock, but that lock might then become expensive, and it's not clear where that lock should live.
+        # Instead here we just ignore if we fail to create the directory.
+        try:
+            os.makedirs(str(self.path))
+        except OSError:
+            pass
+        try:
+            lock.acquire(0.0001)
+        except Timeout:
+            if no_block:
+                raise
+            logging.debug("lock file %s present, will block until released", lock.lock_file)
+            lock.release()  # release the acquire try from above
+            lock.acquire()
+
+    @staticmethod
+    def _release(lock):
+        lock.release()
+
+    @contextmanager
+    def lock_for_key(self, name, no_block=False):
+        lock = self._create_lock(name)
+        try:
+            try:
+                self._lock_file(lock, no_block)
+                yield
+            finally:
+                self._release(lock)
+        finally:
+            self._del_lock(lock)
+            lock = None
+
+    @contextmanager
+    def non_reentrant_lock_for_key(self, name):
+        with _CountedFileLock(str(self.path / f"{name}.lock")):
+            yield
+
+
+class NoOpFileLock(PathLockBase):
+    def __enter__(self):
+        raise NotImplementedError
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        raise NotImplementedError
+
+    @contextmanager
+    def lock_for_key(self, name, no_block=False):
+        yield
+
+    @contextmanager
+    def non_reentrant_lock_for_key(self, name):
+        yield
+
+
+__all__ = [
+    "NoOpFileLock",
+    "ReentrantFileLock",
+    "Timeout",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/util/path/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/util/path/__init__.py
new file mode 100644
index 0000000..39a8db7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/util/path/__init__.py
@@ -0,0 +1,14 @@
+from ._permission import make_exe, set_tree
+from ._sync import copy, copytree, ensure_dir, safe_delete, symlink
+from ._win import get_short_path_name
+
+__all__ = [
+    "ensure_dir",
+    "symlink",
+    "copy",
+    "copytree",
+    "make_exe",
+    "set_tree",
+    "safe_delete",
+    "get_short_path_name",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/util/path/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/util/path/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/util/path/__pycache__/_win.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/util/path/__pycache__/_win.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/util/path/_permission.py b/venv/lib/python3.8/site-packages/virtualenv/util/path/_permission.py
new file mode 100644
index 0000000..ca92314
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/util/path/_permission.py
@@ -0,0 +1,28 @@
+import os
+from stat import S_IXGRP, S_IXOTH, S_IXUSR
+
+
+def make_exe(filename):
+    original_mode = filename.stat().st_mode
+    levels = [S_IXUSR, S_IXGRP, S_IXOTH]
+    for at in range(len(levels), 0, -1):
+        try:
+            mode = original_mode
+            for level in levels[:at]:
+                mode |= level
+            filename.chmod(mode)
+            break
+        except OSError:
+            continue
+
+
+def set_tree(folder, stat):
+    for root, _, files in os.walk(str(folder)):
+        for filename in files:
+            os.chmod(os.path.join(root, filename), stat)
+
+
+__all__ = (
+    "make_exe",
+    "set_tree",
+)
diff --git a/venv/lib/python3.8/site-packages/virtualenv/util/path/_sync.py b/venv/lib/python3.8/site-packages/virtualenv/util/path/_sync.py
new file mode 100644
index 0000000..10c793d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/util/path/_sync.py
@@ -0,0 +1,78 @@
+import logging
+import os
+import shutil
+from stat import S_IWUSR
+
+
+def ensure_dir(path):
+    if not path.exists():
+        logging.debug("create folder %s", str(path))
+        os.makedirs(str(path))
+
+
+def ensure_safe_to_do(src, dest):
+    if src == dest:
+        raise ValueError(f"source and destination is the same {src}")
+    if not dest.exists():
+        return
+    if dest.is_dir() and not dest.is_symlink():
+        logging.debug("remove directory %s", dest)
+        safe_delete(dest)
+    else:
+        logging.debug("remove file %s", dest)
+        dest.unlink()
+
+
+def symlink(src, dest):
+    ensure_safe_to_do(src, dest)
+    logging.debug("symlink %s", _Debug(src, dest))
+    dest.symlink_to(src, target_is_directory=src.is_dir())
+
+
+def copy(src, dest):
+    ensure_safe_to_do(src, dest)
+    is_dir = src.is_dir()
+    method = copytree if is_dir else shutil.copy
+    logging.debug("copy %s", _Debug(src, dest))
+    method(str(src), str(dest))
+
+
+def copytree(src, dest):
+    for root, _, files in os.walk(src):
+        dest_dir = os.path.join(dest, os.path.relpath(root, src))
+        if not os.path.isdir(dest_dir):
+            os.makedirs(dest_dir)
+        for name in files:
+            src_f = os.path.join(root, name)
+            dest_f = os.path.join(dest_dir, name)
+            shutil.copy(src_f, dest_f)
+
+
+def safe_delete(dest):
+    def onerror(func, path, exc_info):
+        if not os.access(path, os.W_OK):
+            os.chmod(path, S_IWUSR)
+            func(path)
+        else:
+            raise
+
+    shutil.rmtree(str(dest), ignore_errors=True, onerror=onerror)
+
+
+class _Debug:
+    def __init__(self, src, dest):
+        self.src = src
+        self.dest = dest
+
+    def __str__(self):
+        return f"{'directory ' if self.src.is_dir() else ''}{str(self.src)} to {str(self.dest)}"
+
+
+__all__ = [
+    "ensure_dir",
+    "symlink",
+    "copy",
+    "symlink",
+    "copytree",
+    "safe_delete",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/util/path/_win.py b/venv/lib/python3.8/site-packages/virtualenv/util/path/_win.py
new file mode 100644
index 0000000..8dd81c9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/util/path/_win.py
@@ -0,0 +1,24 @@
+def get_short_path_name(long_name):
+    """
+    Gets the short path name of a given long path.
+    http://stackoverflow.com/a/23598461/200291
+    """
+    import ctypes
+    from ctypes import wintypes
+
+    _GetShortPathNameW = ctypes.windll.kernel32.GetShortPathNameW
+    _GetShortPathNameW.argtypes = [wintypes.LPCWSTR, wintypes.LPWSTR, wintypes.DWORD]
+    _GetShortPathNameW.restype = wintypes.DWORD
+    output_buf_size = 0
+    while True:
+        output_buf = ctypes.create_unicode_buffer(output_buf_size)
+        needed = _GetShortPathNameW(long_name, output_buf, output_buf_size)
+        if output_buf_size >= needed:
+            return output_buf.value
+        else:
+            output_buf_size = needed
+
+
+__all__ = [
+    "get_short_path_name",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/util/subprocess/__init__.py b/venv/lib/python3.8/site-packages/virtualenv/util/subprocess/__init__.py
new file mode 100644
index 0000000..bc6ec4d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/util/subprocess/__init__.py
@@ -0,0 +1,27 @@
+import subprocess
+
+CREATE_NO_WINDOW = 0x80000000
+
+
+def run_cmd(cmd):
+    try:
+        process = subprocess.Popen(
+            cmd,
+            universal_newlines=True,
+            stdin=subprocess.PIPE,
+            stderr=subprocess.PIPE,
+            stdout=subprocess.PIPE,
+        )
+        out, err = process.communicate()  # input disabled
+        code = process.returncode
+    except OSError as error:
+        code, out, err = error.errno, "", error.strerror
+        if code == 2 and "file" in err:
+            err = str(error)  # FileNotFoundError in Python >= 3.3
+    return code, out, err
+
+
+__all__ = (
+    "run_cmd",
+    "CREATE_NO_WINDOW",
+)
diff --git a/venv/lib/python3.8/site-packages/virtualenv/util/subprocess/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/virtualenv/util/subprocess/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/virtualenv/util/zipapp.py b/venv/lib/python3.8/site-packages/virtualenv/util/zipapp.py
new file mode 100644
index 0000000..e7578c4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/util/zipapp.py
@@ -0,0 +1,36 @@
+import logging
+import os
+import zipfile
+
+from virtualenv.info import IS_WIN, ROOT
+
+
+def read(full_path):
+    sub_file = _get_path_within_zip(full_path)
+    with zipfile.ZipFile(ROOT, "r") as zip_file:
+        with zip_file.open(sub_file) as file_handler:
+            return file_handler.read().decode("utf-8")
+
+
+def extract(full_path, dest):
+    logging.debug("extract %s to %s", full_path, dest)
+    sub_file = _get_path_within_zip(full_path)
+    with zipfile.ZipFile(ROOT, "r") as zip_file:
+        info = zip_file.getinfo(sub_file)
+        info.filename = dest.name
+        zip_file.extract(info, str(dest.parent))
+
+
+def _get_path_within_zip(full_path):
+    full_path = os.path.abspath(str(full_path))
+    sub_file = full_path[len(ROOT) + 1 :]
+    if IS_WIN:
+        # paths are always UNIX separators, even on Windows, though __file__ still follows platform default
+        sub_file = sub_file.replace(os.sep, "/")
+    return sub_file
+
+
+__all__ = [
+    "read",
+    "extract",
+]
diff --git a/venv/lib/python3.8/site-packages/virtualenv/version.py b/venv/lib/python3.8/site-packages/virtualenv/version.py
new file mode 100644
index 0000000..e9d8d89
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/virtualenv/version.py
@@ -0,0 +1,3 @@
+from __future__ import  unicode_literals
+
+__version__ = "20.16.2"
diff --git a/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/DESCRIPTION.rst b/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/DESCRIPTION.rst
new file mode 120000
index 0000000..ba70c07
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/DESCRIPTION.rst
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fc/dc/d4/f3a567773bc17a35edcac8436d4533fe5cf33ab879e3f398f53d0eba14
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/METADATA b/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/METADATA
new file mode 120000
index 0000000..98464e5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/METADATA
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/29/0e/c5/83c2efe3f9db5006f3012dbd426897cc6ec79d62c85e9176a0de0fdaee
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/RECORD b/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/RECORD
new file mode 100644
index 0000000..09d3b4c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/RECORD
@@ -0,0 +1,17 @@
+webencodings-0.5.1.dist-info/DESCRIPTION.rst,sha256=_NzU86VndzvBejXtyshDbUUz_lzzOrh54_OY9T0OuhQ,1039
+webencodings-0.5.1.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+webencodings-0.5.1.dist-info/METADATA,sha256=KQ7Fg8Lv4_nbUAbzAS29QmiXzG7HnWLIXpF2oN4P2u4,2063
+webencodings-0.5.1.dist-info/RECORD,,
+webencodings-0.5.1.dist-info/WHEEL,sha256=o2k-Qa-RMNIJmUdIc7KU6VWR_ErNRbWNlxDIpl7lm34,110
+webencodings-0.5.1.dist-info/metadata.json,sha256=AYbksnhE5Frl5Ao68tMDgGeytnRxYvvWlvNgxKMiQFY,1092
+webencodings-0.5.1.dist-info/top_level.txt,sha256=bZs_aZHSf_PNlfIHD4-BETJmRi99BJdKLrOW7rQngeo,13
+webencodings/__init__.py,sha256=qOBJIuPy_4ByYH6W_bNgJF-qYQ2DoU-dKsDu5yRWCXg,10579
+webencodings/__pycache__/__init__.cpython-38.pyc,,
+webencodings/__pycache__/labels.cpython-38.pyc,,
+webencodings/__pycache__/mklabels.cpython-38.pyc,,
+webencodings/__pycache__/tests.cpython-38.pyc,,
+webencodings/__pycache__/x_user_defined.cpython-38.pyc,,
+webencodings/labels.py,sha256=4AO_KxTddqGtrL9ns7kAPjb0CcN6xsCIxbK37HY9r3E,8979
+webencodings/mklabels.py,sha256=GYIeywnpaLnP0GSic8LFWgd0UVvO_l1Nc6YoF-87R_4,1305
+webencodings/tests.py,sha256=OtGLyjhNY1fvkW1GvLJ_FV9ZoqC9Anyjr7q3kxTbzNs,6563
+webencodings/x_user_defined.py,sha256=yOqWSdmpytGfUgh_Z6JYgDNhoc-BAHyyeeT15Fr42tM,4307
diff --git a/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/WHEEL b/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/WHEEL
new file mode 120000
index 0000000..68829c5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a3/69/3e/41af9130d20999474873b294e95591fc4acd45b58d9710c8a65ee59b7e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/metadata.json b/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/metadata.json
new file mode 120000
index 0000000..4251d52
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/metadata.json
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/01/86/e4/b27844e45ae5e40a3af2d3038067b2b6747162fbd696f360c4a3224056
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/top_level.txt
new file mode 120000
index 0000000..d41ad6f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/webencodings-0.5.1.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6d/9b/3f/6991d27ff3cd95f2070f8f81113266462f7d04974a2eb396eeb42781ea
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index 0000000..fd7f8d2
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+++ b/venv/lib/python3.8/site-packages/werkzeug/__init__.py
@@ -0,0 +1,6 @@
+from .serving import run_simple as run_simple
+from .test import Client as Client
+from .wrappers import Request as Request
+from .wrappers import Response as Response
+
+__version__ = "2.2.2"
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index 0000000..43ee8c7
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@@ -0,0 +1,3040 @@
+import base64
+import codecs
+import mimetypes
+import os
+import re
+from collections.abc import Collection
+from collections.abc import MutableSet
+from copy import deepcopy
+from io import BytesIO
+from itertools import repeat
+from os import fspath
+
+from . import exceptions
+from ._internal import _missing
+
+
+def is_immutable(self):
+    raise TypeError(f"{type(self).__name__!r} objects are immutable")
+
+
+def iter_multi_items(mapping):
+    """Iterates over the items of a mapping yielding keys and values
+    without dropping any from more complex structures.
+    """
+    if isinstance(mapping, MultiDict):
+        yield from mapping.items(multi=True)
+    elif isinstance(mapping, dict):
+        for key, value in mapping.items():
+            if isinstance(value, (tuple, list)):
+                for v in value:
+                    yield key, v
+            else:
+                yield key, value
+    else:
+        yield from mapping
+
+
+class ImmutableListMixin:
+    """Makes a :class:`list` immutable.
+
+    .. versionadded:: 0.5
+
+    :private:
+    """
+
+    _hash_cache = None
+
+    def __hash__(self):
+        if self._hash_cache is not None:
+            return self._hash_cache
+        rv = self._hash_cache = hash(tuple(self))
+        return rv
+
+    def __reduce_ex__(self, protocol):
+        return type(self), (list(self),)
+
+    def __delitem__(self, key):
+        is_immutable(self)
+
+    def __iadd__(self, other):
+        is_immutable(self)
+
+    def __imul__(self, other):
+        is_immutable(self)
+
+    def __setitem__(self, key, value):
+        is_immutable(self)
+
+    def append(self, item):
+        is_immutable(self)
+
+    def remove(self, item):
+        is_immutable(self)
+
+    def extend(self, iterable):
+        is_immutable(self)
+
+    def insert(self, pos, value):
+        is_immutable(self)
+
+    def pop(self, index=-1):
+        is_immutable(self)
+
+    def reverse(self):
+        is_immutable(self)
+
+    def sort(self, key=None, reverse=False):
+        is_immutable(self)
+
+
+class ImmutableList(ImmutableListMixin, list):
+    """An immutable :class:`list`.
+
+    .. versionadded:: 0.5
+
+    :private:
+    """
+
+    def __repr__(self):
+        return f"{type(self).__name__}({list.__repr__(self)})"
+
+
+class ImmutableDictMixin:
+    """Makes a :class:`dict` immutable.
+
+    .. versionadded:: 0.5
+
+    :private:
+    """
+
+    _hash_cache = None
+
+    @classmethod
+    def fromkeys(cls, keys, value=None):
+        instance = super().__new__(cls)
+        instance.__init__(zip(keys, repeat(value)))
+        return instance
+
+    def __reduce_ex__(self, protocol):
+        return type(self), (dict(self),)
+
+    def _iter_hashitems(self):
+        return self.items()
+
+    def __hash__(self):
+        if self._hash_cache is not None:
+            return self._hash_cache
+        rv = self._hash_cache = hash(frozenset(self._iter_hashitems()))
+        return rv
+
+    def setdefault(self, key, default=None):
+        is_immutable(self)
+
+    def update(self, *args, **kwargs):
+        is_immutable(self)
+
+    def pop(self, key, default=None):
+        is_immutable(self)
+
+    def popitem(self):
+        is_immutable(self)
+
+    def __setitem__(self, key, value):
+        is_immutable(self)
+
+    def __delitem__(self, key):
+        is_immutable(self)
+
+    def clear(self):
+        is_immutable(self)
+
+
+class ImmutableMultiDictMixin(ImmutableDictMixin):
+    """Makes a :class:`MultiDict` immutable.
+
+    .. versionadded:: 0.5
+
+    :private:
+    """
+
+    def __reduce_ex__(self, protocol):
+        return type(self), (list(self.items(multi=True)),)
+
+    def _iter_hashitems(self):
+        return self.items(multi=True)
+
+    def add(self, key, value):
+        is_immutable(self)
+
+    def popitemlist(self):
+        is_immutable(self)
+
+    def poplist(self, key):
+        is_immutable(self)
+
+    def setlist(self, key, new_list):
+        is_immutable(self)
+
+    def setlistdefault(self, key, default_list=None):
+        is_immutable(self)
+
+
+def _calls_update(name):
+    def oncall(self, *args, **kw):
+        rv = getattr(super(UpdateDictMixin, self), name)(*args, **kw)
+
+        if self.on_update is not None:
+            self.on_update(self)
+
+        return rv
+
+    oncall.__name__ = name
+    return oncall
+
+
+class UpdateDictMixin(dict):
+    """Makes dicts call `self.on_update` on modifications.
+
+    .. versionadded:: 0.5
+
+    :private:
+    """
+
+    on_update = None
+
+    def setdefault(self, key, default=None):
+        modified = key not in self
+        rv = super().setdefault(key, default)
+        if modified and self.on_update is not None:
+            self.on_update(self)
+        return rv
+
+    def pop(self, key, default=_missing):
+        modified = key in self
+        if default is _missing:
+            rv = super().pop(key)
+        else:
+            rv = super().pop(key, default)
+        if modified and self.on_update is not None:
+            self.on_update(self)
+        return rv
+
+    __setitem__ = _calls_update("__setitem__")
+    __delitem__ = _calls_update("__delitem__")
+    clear = _calls_update("clear")
+    popitem = _calls_update("popitem")
+    update = _calls_update("update")
+
+
+class TypeConversionDict(dict):
+    """Works like a regular dict but the :meth:`get` method can perform
+    type conversions.  :class:`MultiDict` and :class:`CombinedMultiDict`
+    are subclasses of this class and provide the same feature.
+
+    .. versionadded:: 0.5
+    """
+
+    def get(self, key, default=None, type=None):
+        """Return the default value if the requested data doesn't exist.
+        If `type` is provided and is a callable it should convert the value,
+        return it or raise a :exc:`ValueError` if that is not possible.  In
+        this case the function will return the default as if the value was not
+        found:
+
+        >>> d = TypeConversionDict(foo='42', bar='blub')
+        >>> d.get('foo', type=int)
+        42
+        >>> d.get('bar', -1, type=int)
+        -1
+
+        :param key: The key to be looked up.
+        :param default: The default value to be returned if the key can't
+                        be looked up.  If not further specified `None` is
+                        returned.
+        :param type: A callable that is used to cast the value in the
+                     :class:`MultiDict`.  If a :exc:`ValueError` is raised
+                     by this callable the default value is returned.
+        """
+        try:
+            rv = self[key]
+        except KeyError:
+            return default
+        if type is not None:
+            try:
+                rv = type(rv)
+            except ValueError:
+                rv = default
+        return rv
+
+
+class ImmutableTypeConversionDict(ImmutableDictMixin, TypeConversionDict):
+    """Works like a :class:`TypeConversionDict` but does not support
+    modifications.
+
+    .. versionadded:: 0.5
+    """
+
+    def copy(self):
+        """Return a shallow mutable copy of this object.  Keep in mind that
+        the standard library's :func:`copy` function is a no-op for this class
+        like for any other python immutable type (eg: :class:`tuple`).
+        """
+        return TypeConversionDict(self)
+
+    def __copy__(self):
+        return self
+
+
+class MultiDict(TypeConversionDict):
+    """A :class:`MultiDict` is a dictionary subclass customized to deal with
+    multiple values for the same key which is for example used by the parsing
+    functions in the wrappers.  This is necessary because some HTML form
+    elements pass multiple values for the same key.
+
+    :class:`MultiDict` implements all standard dictionary methods.
+    Internally, it saves all values for a key as a list, but the standard dict
+    access methods will only return the first value for a key. If you want to
+    gain access to the other values, too, you have to use the `list` methods as
+    explained below.
+
+    Basic Usage:
+
+    >>> d = MultiDict([('a', 'b'), ('a', 'c')])
+    >>> d
+    MultiDict([('a', 'b'), ('a', 'c')])
+    >>> d['a']
+    'b'
+    >>> d.getlist('a')
+    ['b', 'c']
+    >>> 'a' in d
+    True
+
+    It behaves like a normal dict thus all dict functions will only return the
+    first value when multiple values for one key are found.
+
+    From Werkzeug 0.3 onwards, the `KeyError` raised by this class is also a
+    subclass of the :exc:`~exceptions.BadRequest` HTTP exception and will
+    render a page for a ``400 BAD REQUEST`` if caught in a catch-all for HTTP
+    exceptions.
+
+    A :class:`MultiDict` can be constructed from an iterable of
+    ``(key, value)`` tuples, a dict, a :class:`MultiDict` or from Werkzeug 0.2
+    onwards some keyword parameters.
+
+    :param mapping: the initial value for the :class:`MultiDict`.  Either a
+                    regular dict, an iterable of ``(key, value)`` tuples
+                    or `None`.
+    """
+
+    def __init__(self, mapping=None):
+        if isinstance(mapping, MultiDict):
+            dict.__init__(self, ((k, l[:]) for k, l in mapping.lists()))
+        elif isinstance(mapping, dict):
+            tmp = {}
+            for key, value in mapping.items():
+                if isinstance(value, (tuple, list)):
+                    if len(value) == 0:
+                        continue
+                    value = list(value)
+                else:
+                    value = [value]
+                tmp[key] = value
+            dict.__init__(self, tmp)
+        else:
+            tmp = {}
+            for key, value in mapping or ():
+                tmp.setdefault(key, []).append(value)
+            dict.__init__(self, tmp)
+
+    def __getstate__(self):
+        return dict(self.lists())
+
+    def __setstate__(self, value):
+        dict.clear(self)
+        dict.update(self, value)
+
+    def __iter__(self):
+        # Work around https://bugs.python.org/issue43246.
+        # (`return super().__iter__()` also works here, which makes this look
+        # even more like it should be a no-op, yet it isn't.)
+        return dict.__iter__(self)
+
+    def __getitem__(self, key):
+        """Return the first data value for this key;
+        raises KeyError if not found.
+
+        :param key: The key to be looked up.
+        :raise KeyError: if the key does not exist.
+        """
+
+        if key in self:
+            lst = dict.__getitem__(self, key)
+            if len(lst) > 0:
+                return lst[0]
+        raise exceptions.BadRequestKeyError(key)
+
+    def __setitem__(self, key, value):
+        """Like :meth:`add` but removes an existing key first.
+
+        :param key: the key for the value.
+        :param value: the value to set.
+        """
+        dict.__setitem__(self, key, [value])
+
+    def add(self, key, value):
+        """Adds a new value for the key.
+
+        .. versionadded:: 0.6
+
+        :param key: the key for the value.
+        :param value: the value to add.
+        """
+        dict.setdefault(self, key, []).append(value)
+
+    def getlist(self, key, type=None):
+        """Return the list of items for a given key. If that key is not in the
+        `MultiDict`, the return value will be an empty list.  Just like `get`,
+        `getlist` accepts a `type` parameter.  All items will be converted
+        with the callable defined there.
+
+        :param key: The key to be looked up.
+        :param type: A callable that is used to cast the value in the
+                     :class:`MultiDict`.  If a :exc:`ValueError` is raised
+                     by this callable the value will be removed from the list.
+        :return: a :class:`list` of all the values for the key.
+        """
+        try:
+            rv = dict.__getitem__(self, key)
+        except KeyError:
+            return []
+        if type is None:
+            return list(rv)
+        result = []
+        for item in rv:
+            try:
+                result.append(type(item))
+            except ValueError:
+                pass
+        return result
+
+    def setlist(self, key, new_list):
+        """Remove the old values for a key and add new ones.  Note that the list
+        you pass the values in will be shallow-copied before it is inserted in
+        the dictionary.
+
+        >>> d = MultiDict()
+        >>> d.setlist('foo', ['1', '2'])
+        >>> d['foo']
+        '1'
+        >>> d.getlist('foo')
+        ['1', '2']
+
+        :param key: The key for which the values are set.
+        :param new_list: An iterable with the new values for the key.  Old values
+                         are removed first.
+        """
+        dict.__setitem__(self, key, list(new_list))
+
+    def setdefault(self, key, default=None):
+        """Returns the value for the key if it is in the dict, otherwise it
+        returns `default` and sets that value for `key`.
+
+        :param key: The key to be looked up.
+        :param default: The default value to be returned if the key is not
+                        in the dict.  If not further specified it's `None`.
+        """
+        if key not in self:
+            self[key] = default
+        else:
+            default = self[key]
+        return default
+
+    def setlistdefault(self, key, default_list=None):
+        """Like `setdefault` but sets multiple values.  The list returned
+        is not a copy, but the list that is actually used internally.  This
+        means that you can put new values into the dict by appending items
+        to the list:
+
+        >>> d = MultiDict({"foo": 1})
+        >>> d.setlistdefault("foo").extend([2, 3])
+        >>> d.getlist("foo")
+        [1, 2, 3]
+
+        :param key: The key to be looked up.
+        :param default_list: An iterable of default values.  It is either copied
+                             (in case it was a list) or converted into a list
+                             before returned.
+        :return: a :class:`list`
+        """
+        if key not in self:
+            default_list = list(default_list or ())
+            dict.__setitem__(self, key, default_list)
+        else:
+            default_list = dict.__getitem__(self, key)
+        return default_list
+
+    def items(self, multi=False):
+        """Return an iterator of ``(key, value)`` pairs.
+
+        :param multi: If set to `True` the iterator returned will have a pair
+                      for each value of each key.  Otherwise it will only
+                      contain pairs for the first value of each key.
+        """
+        for key, values in dict.items(self):
+            if multi:
+                for value in values:
+                    yield key, value
+            else:
+                yield key, values[0]
+
+    def lists(self):
+        """Return a iterator of ``(key, values)`` pairs, where values is the list
+        of all values associated with the key."""
+        for key, values in dict.items(self):
+            yield key, list(values)
+
+    def values(self):
+        """Returns an iterator of the first value on every key's value list."""
+        for values in dict.values(self):
+            yield values[0]
+
+    def listvalues(self):
+        """Return an iterator of all values associated with a key.  Zipping
+        :meth:`keys` and this is the same as calling :meth:`lists`:
+
+        >>> d = MultiDict({"foo": [1, 2, 3]})
+        >>> zip(d.keys(), d.listvalues()) == d.lists()
+        True
+        """
+        return dict.values(self)
+
+    def copy(self):
+        """Return a shallow copy of this object."""
+        return self.__class__(self)
+
+    def deepcopy(self, memo=None):
+        """Return a deep copy of this object."""
+        return self.__class__(deepcopy(self.to_dict(flat=False), memo))
+
+    def to_dict(self, flat=True):
+        """Return the contents as regular dict.  If `flat` is `True` the
+        returned dict will only have the first item present, if `flat` is
+        `False` all values will be returned as lists.
+
+        :param flat: If set to `False` the dict returned will have lists
+                     with all the values in it.  Otherwise it will only
+                     contain the first value for each key.
+        :return: a :class:`dict`
+        """
+        if flat:
+            return dict(self.items())
+        return dict(self.lists())
+
+    def update(self, mapping):
+        """update() extends rather than replaces existing key lists:
+
+        >>> a = MultiDict({'x': 1})
+        >>> b = MultiDict({'x': 2, 'y': 3})
+        >>> a.update(b)
+        >>> a
+        MultiDict([('y', 3), ('x', 1), ('x', 2)])
+
+        If the value list for a key in ``other_dict`` is empty, no new values
+        will be added to the dict and the key will not be created:
+
+        >>> x = {'empty_list': []}
+        >>> y = MultiDict()
+        >>> y.update(x)
+        >>> y
+        MultiDict([])
+        """
+        for key, value in iter_multi_items(mapping):
+            MultiDict.add(self, key, value)
+
+    def pop(self, key, default=_missing):
+        """Pop the first item for a list on the dict.  Afterwards the
+        key is removed from the dict, so additional values are discarded:
+
+        >>> d = MultiDict({"foo": [1, 2, 3]})
+        >>> d.pop("foo")
+        1
+        >>> "foo" in d
+        False
+
+        :param key: the key to pop.
+        :param default: if provided the value to return if the key was
+                        not in the dictionary.
+        """
+        try:
+            lst = dict.pop(self, key)
+
+            if len(lst) == 0:
+                raise exceptions.BadRequestKeyError(key)
+
+            return lst[0]
+        except KeyError:
+            if default is not _missing:
+                return default
+
+            raise exceptions.BadRequestKeyError(key) from None
+
+    def popitem(self):
+        """Pop an item from the dict."""
+        try:
+            item = dict.popitem(self)
+
+            if len(item[1]) == 0:
+                raise exceptions.BadRequestKeyError(item[0])
+
+            return (item[0], item[1][0])
+        except KeyError as e:
+            raise exceptions.BadRequestKeyError(e.args[0]) from None
+
+    def poplist(self, key):
+        """Pop the list for a key from the dict.  If the key is not in the dict
+        an empty list is returned.
+
+        .. versionchanged:: 0.5
+           If the key does no longer exist a list is returned instead of
+           raising an error.
+        """
+        return dict.pop(self, key, [])
+
+    def popitemlist(self):
+        """Pop a ``(key, list)`` tuple from the dict."""
+        try:
+            return dict.popitem(self)
+        except KeyError as e:
+            raise exceptions.BadRequestKeyError(e.args[0]) from None
+
+    def __copy__(self):
+        return self.copy()
+
+    def __deepcopy__(self, memo):
+        return self.deepcopy(memo=memo)
+
+    def __repr__(self):
+        return f"{type(self).__name__}({list(self.items(multi=True))!r})"
+
+
+class _omd_bucket:
+    """Wraps values in the :class:`OrderedMultiDict`.  This makes it
+    possible to keep an order over multiple different keys.  It requires
+    a lot of extra memory and slows down access a lot, but makes it
+    possible to access elements in O(1) and iterate in O(n).
+    """
+
+    __slots__ = ("prev", "key", "value", "next")
+
+    def __init__(self, omd, key, value):
+        self.prev = omd._last_bucket
+        self.key = key
+        self.value = value
+        self.next = None
+
+        if omd._first_bucket is None:
+            omd._first_bucket = self
+        if omd._last_bucket is not None:
+            omd._last_bucket.next = self
+        omd._last_bucket = self
+
+    def unlink(self, omd):
+        if self.prev:
+            self.prev.next = self.next
+        if self.next:
+            self.next.prev = self.prev
+        if omd._first_bucket is self:
+            omd._first_bucket = self.next
+        if omd._last_bucket is self:
+            omd._last_bucket = self.prev
+
+
+class OrderedMultiDict(MultiDict):
+    """Works like a regular :class:`MultiDict` but preserves the
+    order of the fields.  To convert the ordered multi dict into a
+    list you can use the :meth:`items` method and pass it ``multi=True``.
+
+    In general an :class:`OrderedMultiDict` is an order of magnitude
+    slower than a :class:`MultiDict`.
+
+    .. admonition:: note
+
+       Due to a limitation in Python you cannot convert an ordered
+       multi dict into a regular dict by using ``dict(multidict)``.
+       Instead you have to use the :meth:`to_dict` method, otherwise
+       the internal bucket objects are exposed.
+    """
+
+    def __init__(self, mapping=None):
+        dict.__init__(self)
+        self._first_bucket = self._last_bucket = None
+        if mapping is not None:
+            OrderedMultiDict.update(self, mapping)
+
+    def __eq__(self, other):
+        if not isinstance(other, MultiDict):
+            return NotImplemented
+        if isinstance(other, OrderedMultiDict):
+            iter1 = iter(self.items(multi=True))
+            iter2 = iter(other.items(multi=True))
+            try:
+                for k1, v1 in iter1:
+                    k2, v2 = next(iter2)
+                    if k1 != k2 or v1 != v2:
+                        return False
+            except StopIteration:
+                return False
+            try:
+                next(iter2)
+            except StopIteration:
+                return True
+            return False
+        if len(self) != len(other):
+            return False
+        for key, values in self.lists():
+            if other.getlist(key) != values:
+                return False
+        return True
+
+    __hash__ = None
+
+    def __reduce_ex__(self, protocol):
+        return type(self), (list(self.items(multi=True)),)
+
+    def __getstate__(self):
+        return list(self.items(multi=True))
+
+    def __setstate__(self, values):
+        dict.clear(self)
+        for key, value in values:
+            self.add(key, value)
+
+    def __getitem__(self, key):
+        if key in self:
+            return dict.__getitem__(self, key)[0].value
+        raise exceptions.BadRequestKeyError(key)
+
+    def __setitem__(self, key, value):
+        self.poplist(key)
+        self.add(key, value)
+
+    def __delitem__(self, key):
+        self.pop(key)
+
+    def keys(self):
+        return (key for key, value in self.items())
+
+    def __iter__(self):
+        return iter(self.keys())
+
+    def values(self):
+        return (value for key, value in self.items())
+
+    def items(self, multi=False):
+        ptr = self._first_bucket
+        if multi:
+            while ptr is not None:
+                yield ptr.key, ptr.value
+                ptr = ptr.next
+        else:
+            returned_keys = set()
+            while ptr is not None:
+                if ptr.key not in returned_keys:
+                    returned_keys.add(ptr.key)
+                    yield ptr.key, ptr.value
+                ptr = ptr.next
+
+    def lists(self):
+        returned_keys = set()
+        ptr = self._first_bucket
+        while ptr is not None:
+            if ptr.key not in returned_keys:
+                yield ptr.key, self.getlist(ptr.key)
+                returned_keys.add(ptr.key)
+            ptr = ptr.next
+
+    def listvalues(self):
+        for _key, values in self.lists():
+            yield values
+
+    def add(self, key, value):
+        dict.setdefault(self, key, []).append(_omd_bucket(self, key, value))
+
+    def getlist(self, key, type=None):
+        try:
+            rv = dict.__getitem__(self, key)
+        except KeyError:
+            return []
+        if type is None:
+            return [x.value for x in rv]
+        result = []
+        for item in rv:
+            try:
+                result.append(type(item.value))
+            except ValueError:
+                pass
+        return result
+
+    def setlist(self, key, new_list):
+        self.poplist(key)
+        for value in new_list:
+            self.add(key, value)
+
+    def setlistdefault(self, key, default_list=None):
+        raise TypeError("setlistdefault is unsupported for ordered multi dicts")
+
+    def update(self, mapping):
+        for key, value in iter_multi_items(mapping):
+            OrderedMultiDict.add(self, key, value)
+
+    def poplist(self, key):
+        buckets = dict.pop(self, key, ())
+        for bucket in buckets:
+            bucket.unlink(self)
+        return [x.value for x in buckets]
+
+    def pop(self, key, default=_missing):
+        try:
+            buckets = dict.pop(self, key)
+        except KeyError:
+            if default is not _missing:
+                return default
+
+            raise exceptions.BadRequestKeyError(key) from None
+
+        for bucket in buckets:
+            bucket.unlink(self)
+
+        return buckets[0].value
+
+    def popitem(self):
+        try:
+            key, buckets = dict.popitem(self)
+        except KeyError as e:
+            raise exceptions.BadRequestKeyError(e.args[0]) from None
+
+        for bucket in buckets:
+            bucket.unlink(self)
+
+        return key, buckets[0].value
+
+    def popitemlist(self):
+        try:
+            key, buckets = dict.popitem(self)
+        except KeyError as e:
+            raise exceptions.BadRequestKeyError(e.args[0]) from None
+
+        for bucket in buckets:
+            bucket.unlink(self)
+
+        return key, [x.value for x in buckets]
+
+
+def _options_header_vkw(value, kw):
+    return http.dump_options_header(
+        value, {k.replace("_", "-"): v for k, v in kw.items()}
+    )
+
+
+def _unicodify_header_value(value):
+    if isinstance(value, bytes):
+        value = value.decode("latin-1")
+    if not isinstance(value, str):
+        value = str(value)
+    return value
+
+
+class Headers:
+    """An object that stores some headers. It has a dict-like interface,
+    but is ordered, can store the same key multiple times, and iterating
+    yields ``(key, value)`` pairs instead of only keys.
+
+    This data structure is useful if you want a nicer way to handle WSGI
+    headers which are stored as tuples in a list.
+
+    From Werkzeug 0.3 onwards, the :exc:`KeyError` raised by this class is
+    also a subclass of the :class:`~exceptions.BadRequest` HTTP exception
+    and will render a page for a ``400 BAD REQUEST`` if caught in a
+    catch-all for HTTP exceptions.
+
+    Headers is mostly compatible with the Python :class:`wsgiref.headers.Headers`
+    class, with the exception of `__getitem__`.  :mod:`wsgiref` will return
+    `None` for ``headers['missing']``, whereas :class:`Headers` will raise
+    a :class:`KeyError`.
+
+    To create a new ``Headers`` object, pass it a list, dict, or
+    other ``Headers`` object with default values. These values are
+    validated the same way values added later are.
+
+    :param defaults: The list of default values for the :class:`Headers`.
+
+    .. versionchanged:: 2.1.0
+        Default values are validated the same as values added later.
+
+    .. versionchanged:: 0.9
+       This data structure now stores unicode values similar to how the
+       multi dicts do it.  The main difference is that bytes can be set as
+       well which will automatically be latin1 decoded.
+
+    .. versionchanged:: 0.9
+       The :meth:`linked` function was removed without replacement as it
+       was an API that does not support the changes to the encoding model.
+    """
+
+    def __init__(self, defaults=None):
+        self._list = []
+        if defaults is not None:
+            self.extend(defaults)
+
+    def __getitem__(self, key, _get_mode=False):
+        if not _get_mode:
+            if isinstance(key, int):
+                return self._list[key]
+            elif isinstance(key, slice):
+                return self.__class__(self._list[key])
+        if not isinstance(key, str):
+            raise exceptions.BadRequestKeyError(key)
+        ikey = key.lower()
+        for k, v in self._list:
+            if k.lower() == ikey:
+                return v
+        # micro optimization: if we are in get mode we will catch that
+        # exception one stack level down so we can raise a standard
+        # key error instead of our special one.
+        if _get_mode:
+            raise KeyError()
+        raise exceptions.BadRequestKeyError(key)
+
+    def __eq__(self, other):
+        def lowered(item):
+            return (item[0].lower(),) + item[1:]
+
+        return other.__class__ is self.__class__ and set(
+            map(lowered, other._list)
+        ) == set(map(lowered, self._list))
+
+    __hash__ = None
+
+    def get(self, key, default=None, type=None, as_bytes=False):
+        """Return the default value if the requested data doesn't exist.
+        If `type` is provided and is a callable it should convert the value,
+        return it or raise a :exc:`ValueError` if that is not possible.  In
+        this case the function will return the default as if the value was not
+        found:
+
+        >>> d = Headers([('Content-Length', '42')])
+        >>> d.get('Content-Length', type=int)
+        42
+
+        .. versionadded:: 0.9
+           Added support for `as_bytes`.
+
+        :param key: The key to be looked up.
+        :param default: The default value to be returned if the key can't
+                        be looked up.  If not further specified `None` is
+                        returned.
+        :param type: A callable that is used to cast the value in the
+                     :class:`Headers`.  If a :exc:`ValueError` is raised
+                     by this callable the default value is returned.
+        :param as_bytes: return bytes instead of strings.
+        """
+        try:
+            rv = self.__getitem__(key, _get_mode=True)
+        except KeyError:
+            return default
+        if as_bytes:
+            rv = rv.encode("latin1")
+        if type is None:
+            return rv
+        try:
+            return type(rv)
+        except ValueError:
+            return default
+
+    def getlist(self, key, type=None, as_bytes=False):
+        """Return the list of items for a given key. If that key is not in the
+        :class:`Headers`, the return value will be an empty list.  Just like
+        :meth:`get`, :meth:`getlist` accepts a `type` parameter.  All items will
+        be converted with the callable defined there.
+
+        .. versionadded:: 0.9
+           Added support for `as_bytes`.
+
+        :param key: The key to be looked up.
+        :param type: A callable that is used to cast the value in the
+                     :class:`Headers`.  If a :exc:`ValueError` is raised
+                     by this callable the value will be removed from the list.
+        :return: a :class:`list` of all the values for the key.
+        :param as_bytes: return bytes instead of strings.
+        """
+        ikey = key.lower()
+        result = []
+        for k, v in self:
+            if k.lower() == ikey:
+                if as_bytes:
+                    v = v.encode("latin1")
+                if type is not None:
+                    try:
+                        v = type(v)
+                    except ValueError:
+                        continue
+                result.append(v)
+        return result
+
+    def get_all(self, name):
+        """Return a list of all the values for the named field.
+
+        This method is compatible with the :mod:`wsgiref`
+        :meth:`~wsgiref.headers.Headers.get_all` method.
+        """
+        return self.getlist(name)
+
+    def items(self, lower=False):
+        for key, value in self:
+            if lower:
+                key = key.lower()
+            yield key, value
+
+    def keys(self, lower=False):
+        for key, _ in self.items(lower):
+            yield key
+
+    def values(self):
+        for _, value in self.items():
+            yield value
+
+    def extend(self, *args, **kwargs):
+        """Extend headers in this object with items from another object
+        containing header items as well as keyword arguments.
+
+        To replace existing keys instead of extending, use
+        :meth:`update` instead.
+
+        If provided, the first argument can be another :class:`Headers`
+        object, a :class:`MultiDict`, :class:`dict`, or iterable of
+        pairs.
+
+        .. versionchanged:: 1.0
+            Support :class:`MultiDict`. Allow passing ``kwargs``.
+        """
+        if len(args) > 1:
+            raise TypeError(f"update expected at most 1 arguments, got {len(args)}")
+
+        if args:
+            for key, value in iter_multi_items(args[0]):
+                self.add(key, value)
+
+        for key, value in iter_multi_items(kwargs):
+            self.add(key, value)
+
+    def __delitem__(self, key, _index_operation=True):
+        if _index_operation and isinstance(key, (int, slice)):
+            del self._list[key]
+            return
+        key = key.lower()
+        new = []
+        for k, v in self._list:
+            if k.lower() != key:
+                new.append((k, v))
+        self._list[:] = new
+
+    def remove(self, key):
+        """Remove a key.
+
+        :param key: The key to be removed.
+        """
+        return self.__delitem__(key, _index_operation=False)
+
+    def pop(self, key=None, default=_missing):
+        """Removes and returns a key or index.
+
+        :param key: The key to be popped.  If this is an integer the item at
+                    that position is removed, if it's a string the value for
+                    that key is.  If the key is omitted or `None` the last
+                    item is removed.
+        :return: an item.
+        """
+        if key is None:
+            return self._list.pop()
+        if isinstance(key, int):
+            return self._list.pop(key)
+        try:
+            rv = self[key]
+            self.remove(key)
+        except KeyError:
+            if default is not _missing:
+                return default
+            raise
+        return rv
+
+    def popitem(self):
+        """Removes a key or index and returns a (key, value) item."""
+        return self.pop()
+
+    def __contains__(self, key):
+        """Check if a key is present."""
+        try:
+            self.__getitem__(key, _get_mode=True)
+        except KeyError:
+            return False
+        return True
+
+    def __iter__(self):
+        """Yield ``(key, value)`` tuples."""
+        return iter(self._list)
+
+    def __len__(self):
+        return len(self._list)
+
+    def add(self, _key, _value, **kw):
+        """Add a new header tuple to the list.
+
+        Keyword arguments can specify additional parameters for the header
+        value, with underscores converted to dashes::
+
+        >>> d = Headers()
+        >>> d.add('Content-Type', 'text/plain')
+        >>> d.add('Content-Disposition', 'attachment', filename='foo.png')
+
+        The keyword argument dumping uses :func:`dump_options_header`
+        behind the scenes.
+
+        .. versionadded:: 0.4.1
+            keyword arguments were added for :mod:`wsgiref` compatibility.
+        """
+        if kw:
+            _value = _options_header_vkw(_value, kw)
+        _key = _unicodify_header_value(_key)
+        _value = _unicodify_header_value(_value)
+        self._validate_value(_value)
+        self._list.append((_key, _value))
+
+    def _validate_value(self, value):
+        if not isinstance(value, str):
+            raise TypeError("Value should be a string.")
+        if "\n" in value or "\r" in value:
+            raise ValueError(
+                "Detected newline in header value.  This is "
+                "a potential security problem"
+            )
+
+    def add_header(self, _key, _value, **_kw):
+        """Add a new header tuple to the list.
+
+        An alias for :meth:`add` for compatibility with the :mod:`wsgiref`
+        :meth:`~wsgiref.headers.Headers.add_header` method.
+        """
+        self.add(_key, _value, **_kw)
+
+    def clear(self):
+        """Clears all headers."""
+        del self._list[:]
+
+    def set(self, _key, _value, **kw):
+        """Remove all header tuples for `key` and add a new one.  The newly
+        added key either appears at the end of the list if there was no
+        entry or replaces the first one.
+
+        Keyword arguments can specify additional parameters for the header
+        value, with underscores converted to dashes.  See :meth:`add` for
+        more information.
+
+        .. versionchanged:: 0.6.1
+           :meth:`set` now accepts the same arguments as :meth:`add`.
+
+        :param key: The key to be inserted.
+        :param value: The value to be inserted.
+        """
+        if kw:
+            _value = _options_header_vkw(_value, kw)
+        _key = _unicodify_header_value(_key)
+        _value = _unicodify_header_value(_value)
+        self._validate_value(_value)
+        if not self._list:
+            self._list.append((_key, _value))
+            return
+        listiter = iter(self._list)
+        ikey = _key.lower()
+        for idx, (old_key, _old_value) in enumerate(listiter):
+            if old_key.lower() == ikey:
+                # replace first occurrence
+                self._list[idx] = (_key, _value)
+                break
+        else:
+            self._list.append((_key, _value))
+            return
+        self._list[idx + 1 :] = [t for t in listiter if t[0].lower() != ikey]
+
+    def setlist(self, key, values):
+        """Remove any existing values for a header and add new ones.
+
+        :param key: The header key to set.
+        :param values: An iterable of values to set for the key.
+
+        .. versionadded:: 1.0
+        """
+        if values:
+            values_iter = iter(values)
+            self.set(key, next(values_iter))
+
+            for value in values_iter:
+                self.add(key, value)
+        else:
+            self.remove(key)
+
+    def setdefault(self, key, default):
+        """Return the first value for the key if it is in the headers,
+        otherwise set the header to the value given by ``default`` and
+        return that.
+
+        :param key: The header key to get.
+        :param default: The value to set for the key if it is not in the
+            headers.
+        """
+        if key in self:
+            return self[key]
+
+        self.set(key, default)
+        return default
+
+    def setlistdefault(self, key, default):
+        """Return the list of values for the key if it is in the
+        headers, otherwise set the header to the list of values given
+        by ``default`` and return that.
+
+        Unlike :meth:`MultiDict.setlistdefault`, modifying the returned
+        list will not affect the headers.
+
+        :param key: The header key to get.
+        :param default: An iterable of values to set for the key if it
+            is not in the headers.
+
+        .. versionadded:: 1.0
+        """
+        if key not in self:
+            self.setlist(key, default)
+
+        return self.getlist(key)
+
+    def __setitem__(self, key, value):
+        """Like :meth:`set` but also supports index/slice based setting."""
+        if isinstance(key, (slice, int)):
+            if isinstance(key, int):
+                value = [value]
+            value = [
+                (_unicodify_header_value(k), _unicodify_header_value(v))
+                for (k, v) in value
+            ]
+            for (_, v) in value:
+                self._validate_value(v)
+            if isinstance(key, int):
+                self._list[key] = value[0]
+            else:
+                self._list[key] = value
+        else:
+            self.set(key, value)
+
+    def update(self, *args, **kwargs):
+        """Replace headers in this object with items from another
+        headers object and keyword arguments.
+
+        To extend existing keys instead of replacing, use :meth:`extend`
+        instead.
+
+        If provided, the first argument can be another :class:`Headers`
+        object, a :class:`MultiDict`, :class:`dict`, or iterable of
+        pairs.
+
+        .. versionadded:: 1.0
+        """
+        if len(args) > 1:
+            raise TypeError(f"update expected at most 1 arguments, got {len(args)}")
+
+        if args:
+            mapping = args[0]
+
+            if isinstance(mapping, (Headers, MultiDict)):
+                for key in mapping.keys():
+                    self.setlist(key, mapping.getlist(key))
+            elif isinstance(mapping, dict):
+                for key, value in mapping.items():
+                    if isinstance(value, (list, tuple)):
+                        self.setlist(key, value)
+                    else:
+                        self.set(key, value)
+            else:
+                for key, value in mapping:
+                    self.set(key, value)
+
+        for key, value in kwargs.items():
+            if isinstance(value, (list, tuple)):
+                self.setlist(key, value)
+            else:
+                self.set(key, value)
+
+    def to_wsgi_list(self):
+        """Convert the headers into a list suitable for WSGI.
+
+        :return: list
+        """
+        return list(self)
+
+    def copy(self):
+        return self.__class__(self._list)
+
+    def __copy__(self):
+        return self.copy()
+
+    def __str__(self):
+        """Returns formatted headers suitable for HTTP transmission."""
+        strs = []
+        for key, value in self.to_wsgi_list():
+            strs.append(f"{key}: {value}")
+        strs.append("\r\n")
+        return "\r\n".join(strs)
+
+    def __repr__(self):
+        return f"{type(self).__name__}({list(self)!r})"
+
+
+class ImmutableHeadersMixin:
+    """Makes a :class:`Headers` immutable.  We do not mark them as
+    hashable though since the only usecase for this datastructure
+    in Werkzeug is a view on a mutable structure.
+
+    .. versionadded:: 0.5
+
+    :private:
+    """
+
+    def __delitem__(self, key, **kwargs):
+        is_immutable(self)
+
+    def __setitem__(self, key, value):
+        is_immutable(self)
+
+    def set(self, _key, _value, **kw):
+        is_immutable(self)
+
+    def setlist(self, key, values):
+        is_immutable(self)
+
+    def add(self, _key, _value, **kw):
+        is_immutable(self)
+
+    def add_header(self, _key, _value, **_kw):
+        is_immutable(self)
+
+    def remove(self, key):
+        is_immutable(self)
+
+    def extend(self, *args, **kwargs):
+        is_immutable(self)
+
+    def update(self, *args, **kwargs):
+        is_immutable(self)
+
+    def insert(self, pos, value):
+        is_immutable(self)
+
+    def pop(self, key=None, default=_missing):
+        is_immutable(self)
+
+    def popitem(self):
+        is_immutable(self)
+
+    def setdefault(self, key, default):
+        is_immutable(self)
+
+    def setlistdefault(self, key, default):
+        is_immutable(self)
+
+
+class EnvironHeaders(ImmutableHeadersMixin, Headers):
+    """Read only version of the headers from a WSGI environment.  This
+    provides the same interface as `Headers` and is constructed from
+    a WSGI environment.
+
+    From Werkzeug 0.3 onwards, the `KeyError` raised by this class is also a
+    subclass of the :exc:`~exceptions.BadRequest` HTTP exception and will
+    render a page for a ``400 BAD REQUEST`` if caught in a catch-all for
+    HTTP exceptions.
+    """
+
+    def __init__(self, environ):
+        self.environ = environ
+
+    def __eq__(self, other):
+        return self.environ is other.environ
+
+    __hash__ = None
+
+    def __getitem__(self, key, _get_mode=False):
+        # _get_mode is a no-op for this class as there is no index but
+        # used because get() calls it.
+        if not isinstance(key, str):
+            raise KeyError(key)
+        key = key.upper().replace("-", "_")
+        if key in ("CONTENT_TYPE", "CONTENT_LENGTH"):
+            return _unicodify_header_value(self.environ[key])
+        return _unicodify_header_value(self.environ[f"HTTP_{key}"])
+
+    def __len__(self):
+        # the iter is necessary because otherwise list calls our
+        # len which would call list again and so forth.
+        return len(list(iter(self)))
+
+    def __iter__(self):
+        for key, value in self.environ.items():
+            if key.startswith("HTTP_") and key not in (
+                "HTTP_CONTENT_TYPE",
+                "HTTP_CONTENT_LENGTH",
+            ):
+                yield (
+                    key[5:].replace("_", "-").title(),
+                    _unicodify_header_value(value),
+                )
+            elif key in ("CONTENT_TYPE", "CONTENT_LENGTH") and value:
+                yield (key.replace("_", "-").title(), _unicodify_header_value(value))
+
+    def copy(self):
+        raise TypeError(f"cannot create {type(self).__name__!r} copies")
+
+
+class CombinedMultiDict(ImmutableMultiDictMixin, MultiDict):
+    """A read only :class:`MultiDict` that you can pass multiple :class:`MultiDict`
+    instances as sequence and it will combine the return values of all wrapped
+    dicts:
+
+    >>> from werkzeug.datastructures import CombinedMultiDict, MultiDict
+    >>> post = MultiDict([('foo', 'bar')])
+    >>> get = MultiDict([('blub', 'blah')])
+    >>> combined = CombinedMultiDict([get, post])
+    >>> combined['foo']
+    'bar'
+    >>> combined['blub']
+    'blah'
+
+    This works for all read operations and will raise a `TypeError` for
+    methods that usually change data which isn't possible.
+
+    From Werkzeug 0.3 onwards, the `KeyError` raised by this class is also a
+    subclass of the :exc:`~exceptions.BadRequest` HTTP exception and will
+    render a page for a ``400 BAD REQUEST`` if caught in a catch-all for HTTP
+    exceptions.
+    """
+
+    def __reduce_ex__(self, protocol):
+        return type(self), (self.dicts,)
+
+    def __init__(self, dicts=None):
+        self.dicts = list(dicts) or []
+
+    @classmethod
+    def fromkeys(cls, keys, value=None):
+        raise TypeError(f"cannot create {cls.__name__!r} instances by fromkeys")
+
+    def __getitem__(self, key):
+        for d in self.dicts:
+            if key in d:
+                return d[key]
+        raise exceptions.BadRequestKeyError(key)
+
+    def get(self, key, default=None, type=None):
+        for d in self.dicts:
+            if key in d:
+                if type is not None:
+                    try:
+                        return type(d[key])
+                    except ValueError:
+                        continue
+                return d[key]
+        return default
+
+    def getlist(self, key, type=None):
+        rv = []
+        for d in self.dicts:
+            rv.extend(d.getlist(key, type))
+        return rv
+
+    def _keys_impl(self):
+        """This function exists so __len__ can be implemented more efficiently,
+        saving one list creation from an iterator.
+        """
+        rv = set()
+        rv.update(*self.dicts)
+        return rv
+
+    def keys(self):
+        return self._keys_impl()
+
+    def __iter__(self):
+        return iter(self.keys())
+
+    def items(self, multi=False):
+        found = set()
+        for d in self.dicts:
+            for key, value in d.items(multi):
+                if multi:
+                    yield key, value
+                elif key not in found:
+                    found.add(key)
+                    yield key, value
+
+    def values(self):
+        for _key, value in self.items():
+            yield value
+
+    def lists(self):
+        rv = {}
+        for d in self.dicts:
+            for key, values in d.lists():
+                rv.setdefault(key, []).extend(values)
+        return list(rv.items())
+
+    def listvalues(self):
+        return (x[1] for x in self.lists())
+
+    def copy(self):
+        """Return a shallow mutable copy of this object.
+
+        This returns a :class:`MultiDict` representing the data at the
+        time of copying. The copy will no longer reflect changes to the
+        wrapped dicts.
+
+        .. versionchanged:: 0.15
+            Return a mutable :class:`MultiDict`.
+        """
+        return MultiDict(self)
+
+    def to_dict(self, flat=True):
+        """Return the contents as regular dict.  If `flat` is `True` the
+        returned dict will only have the first item present, if `flat` is
+        `False` all values will be returned as lists.
+
+        :param flat: If set to `False` the dict returned will have lists
+                     with all the values in it.  Otherwise it will only
+                     contain the first item for each key.
+        :return: a :class:`dict`
+        """
+        if flat:
+            return dict(self.items())
+
+        return dict(self.lists())
+
+    def __len__(self):
+        return len(self._keys_impl())
+
+    def __contains__(self, key):
+        for d in self.dicts:
+            if key in d:
+                return True
+        return False
+
+    def __repr__(self):
+        return f"{type(self).__name__}({self.dicts!r})"
+
+
+class FileMultiDict(MultiDict):
+    """A special :class:`MultiDict` that has convenience methods to add
+    files to it.  This is used for :class:`EnvironBuilder` and generally
+    useful for unittesting.
+
+    .. versionadded:: 0.5
+    """
+
+    def add_file(self, name, file, filename=None, content_type=None):
+        """Adds a new file to the dict.  `file` can be a file name or
+        a :class:`file`-like or a :class:`FileStorage` object.
+
+        :param name: the name of the field.
+        :param file: a filename or :class:`file`-like object
+        :param filename: an optional filename
+        :param content_type: an optional content type
+        """
+        if isinstance(file, FileStorage):
+            value = file
+        else:
+            if isinstance(file, str):
+                if filename is None:
+                    filename = file
+                file = open(file, "rb")
+            if filename and content_type is None:
+                content_type = (
+                    mimetypes.guess_type(filename)[0] or "application/octet-stream"
+                )
+            value = FileStorage(file, filename, name, content_type)
+
+        self.add(name, value)
+
+
+class ImmutableDict(ImmutableDictMixin, dict):
+    """An immutable :class:`dict`.
+
+    .. versionadded:: 0.5
+    """
+
+    def __repr__(self):
+        return f"{type(self).__name__}({dict.__repr__(self)})"
+
+    def copy(self):
+        """Return a shallow mutable copy of this object.  Keep in mind that
+        the standard library's :func:`copy` function is a no-op for this class
+        like for any other python immutable type (eg: :class:`tuple`).
+        """
+        return dict(self)
+
+    def __copy__(self):
+        return self
+
+
+class ImmutableMultiDict(ImmutableMultiDictMixin, MultiDict):
+    """An immutable :class:`MultiDict`.
+
+    .. versionadded:: 0.5
+    """
+
+    def copy(self):
+        """Return a shallow mutable copy of this object.  Keep in mind that
+        the standard library's :func:`copy` function is a no-op for this class
+        like for any other python immutable type (eg: :class:`tuple`).
+        """
+        return MultiDict(self)
+
+    def __copy__(self):
+        return self
+
+
+class ImmutableOrderedMultiDict(ImmutableMultiDictMixin, OrderedMultiDict):
+    """An immutable :class:`OrderedMultiDict`.
+
+    .. versionadded:: 0.6
+    """
+
+    def _iter_hashitems(self):
+        return enumerate(self.items(multi=True))
+
+    def copy(self):
+        """Return a shallow mutable copy of this object.  Keep in mind that
+        the standard library's :func:`copy` function is a no-op for this class
+        like for any other python immutable type (eg: :class:`tuple`).
+        """
+        return OrderedMultiDict(self)
+
+    def __copy__(self):
+        return self
+
+
+class Accept(ImmutableList):
+    """An :class:`Accept` object is just a list subclass for lists of
+    ``(value, quality)`` tuples.  It is automatically sorted by specificity
+    and quality.
+
+    All :class:`Accept` objects work similar to a list but provide extra
+    functionality for working with the data.  Containment checks are
+    normalized to the rules of that header:
+
+    >>> a = CharsetAccept([('ISO-8859-1', 1), ('utf-8', 0.7)])
+    >>> a.best
+    'ISO-8859-1'
+    >>> 'iso-8859-1' in a
+    True
+    >>> 'UTF8' in a
+    True
+    >>> 'utf7' in a
+    False
+
+    To get the quality for an item you can use normal item lookup:
+
+    >>> print a['utf-8']
+    0.7
+    >>> a['utf7']
+    0
+
+    .. versionchanged:: 0.5
+       :class:`Accept` objects are forced immutable now.
+
+    .. versionchanged:: 1.0.0
+       :class:`Accept` internal values are no longer ordered
+       alphabetically for equal quality tags. Instead the initial
+       order is preserved.
+
+    """
+
+    def __init__(self, values=()):
+        if values is None:
+            list.__init__(self)
+            self.provided = False
+        elif isinstance(values, Accept):
+            self.provided = values.provided
+            list.__init__(self, values)
+        else:
+            self.provided = True
+            values = sorted(
+                values, key=lambda x: (self._specificity(x[0]), x[1]), reverse=True
+            )
+            list.__init__(self, values)
+
+    def _specificity(self, value):
+        """Returns a tuple describing the value's specificity."""
+        return (value != "*",)
+
+    def _value_matches(self, value, item):
+        """Check if a value matches a given accept item."""
+        return item == "*" or item.lower() == value.lower()
+
+    def __getitem__(self, key):
+        """Besides index lookup (getting item n) you can also pass it a string
+        to get the quality for the item.  If the item is not in the list, the
+        returned quality is ``0``.
+        """
+        if isinstance(key, str):
+            return self.quality(key)
+        return list.__getitem__(self, key)
+
+    def quality(self, key):
+        """Returns the quality of the key.
+
+        .. versionadded:: 0.6
+           In previous versions you had to use the item-lookup syntax
+           (eg: ``obj[key]`` instead of ``obj.quality(key)``)
+        """
+        for item, quality in self:
+            if self._value_matches(key, item):
+                return quality
+        return 0
+
+    def __contains__(self, value):
+        for item, _quality in self:
+            if self._value_matches(value, item):
+                return True
+        return False
+
+    def __repr__(self):
+        pairs_str = ", ".join(f"({x!r}, {y})" for x, y in self)
+        return f"{type(self).__name__}([{pairs_str}])"
+
+    def index(self, key):
+        """Get the position of an entry or raise :exc:`ValueError`.
+
+        :param key: The key to be looked up.
+
+        .. versionchanged:: 0.5
+           This used to raise :exc:`IndexError`, which was inconsistent
+           with the list API.
+        """
+        if isinstance(key, str):
+            for idx, (item, _quality) in enumerate(self):
+                if self._value_matches(key, item):
+                    return idx
+            raise ValueError(key)
+        return list.index(self, key)
+
+    def find(self, key):
+        """Get the position of an entry or return -1.
+
+        :param key: The key to be looked up.
+        """
+        try:
+            return self.index(key)
+        except ValueError:
+            return -1
+
+    def values(self):
+        """Iterate over all values."""
+        for item in self:
+            yield item[0]
+
+    def to_header(self):
+        """Convert the header set into an HTTP header string."""
+        result = []
+        for value, quality in self:
+            if quality != 1:
+                value = f"{value};q={quality}"
+            result.append(value)
+        return ",".join(result)
+
+    def __str__(self):
+        return self.to_header()
+
+    def _best_single_match(self, match):
+        for client_item, quality in self:
+            if self._value_matches(match, client_item):
+                # self is sorted by specificity descending, we can exit
+                return client_item, quality
+        return None
+
+    def best_match(self, matches, default=None):
+        """Returns the best match from a list of possible matches based
+        on the specificity and quality of the client. If two items have the
+        same quality and specificity, the one is returned that comes first.
+
+        :param matches: a list of matches to check for
+        :param default: the value that is returned if none match
+        """
+        result = default
+        best_quality = -1
+        best_specificity = (-1,)
+        for server_item in matches:
+            match = self._best_single_match(server_item)
+            if not match:
+                continue
+            client_item, quality = match
+            specificity = self._specificity(client_item)
+            if quality <= 0 or quality < best_quality:
+                continue
+            # better quality or same quality but more specific => better match
+            if quality > best_quality or specificity > best_specificity:
+                result = server_item
+                best_quality = quality
+                best_specificity = specificity
+        return result
+
+    @property
+    def best(self):
+        """The best match as value."""
+        if self:
+            return self[0][0]
+
+
+_mime_split_re = re.compile(r"/|(?:\s*;\s*)")
+
+
+def _normalize_mime(value):
+    return _mime_split_re.split(value.lower())
+
+
+class MIMEAccept(Accept):
+    """Like :class:`Accept` but with special methods and behavior for
+    mimetypes.
+    """
+
+    def _specificity(self, value):
+        return tuple(x != "*" for x in _mime_split_re.split(value))
+
+    def _value_matches(self, value, item):
+        # item comes from the client, can't match if it's invalid.
+        if "/" not in item:
+            return False
+
+        # value comes from the application, tell the developer when it
+        # doesn't look valid.
+        if "/" not in value:
+            raise ValueError(f"invalid mimetype {value!r}")
+
+        # Split the match value into type, subtype, and a sorted list of parameters.
+        normalized_value = _normalize_mime(value)
+        value_type, value_subtype = normalized_value[:2]
+        value_params = sorted(normalized_value[2:])
+
+        # "*/*" is the only valid value that can start with "*".
+        if value_type == "*" and value_subtype != "*":
+            raise ValueError(f"invalid mimetype {value!r}")
+
+        # Split the accept item into type, subtype, and parameters.
+        normalized_item = _normalize_mime(item)
+        item_type, item_subtype = normalized_item[:2]
+        item_params = sorted(normalized_item[2:])
+
+        # "*/not-*" from the client is invalid, can't match.
+        if item_type == "*" and item_subtype != "*":
+            return False
+
+        return (
+            (item_type == "*" and item_subtype == "*")
+            or (value_type == "*" and value_subtype == "*")
+        ) or (
+            item_type == value_type
+            and (
+                item_subtype == "*"
+                or value_subtype == "*"
+                or (item_subtype == value_subtype and item_params == value_params)
+            )
+        )
+
+    @property
+    def accept_html(self):
+        """True if this object accepts HTML."""
+        return (
+            "text/html" in self or "application/xhtml+xml" in self or self.accept_xhtml
+        )
+
+    @property
+    def accept_xhtml(self):
+        """True if this object accepts XHTML."""
+        return "application/xhtml+xml" in self or "application/xml" in self
+
+    @property
+    def accept_json(self):
+        """True if this object accepts JSON."""
+        return "application/json" in self
+
+
+_locale_delim_re = re.compile(r"[_-]")
+
+
+def _normalize_lang(value):
+    """Process a language tag for matching."""
+    return _locale_delim_re.split(value.lower())
+
+
+class LanguageAccept(Accept):
+    """Like :class:`Accept` but with normalization for language tags."""
+
+    def _value_matches(self, value, item):
+        return item == "*" or _normalize_lang(value) == _normalize_lang(item)
+
+    def best_match(self, matches, default=None):
+        """Given a list of supported values, finds the best match from
+        the list of accepted values.
+
+        Language tags are normalized for the purpose of matching, but
+        are returned unchanged.
+
+        If no exact match is found, this will fall back to matching
+        the first subtag (primary language only), first with the
+        accepted values then with the match values. This partial is not
+        applied to any other language subtags.
+
+        The default is returned if no exact or fallback match is found.
+
+        :param matches: A list of supported languages to find a match.
+        :param default: The value that is returned if none match.
+        """
+        # Look for an exact match first. If a client accepts "en-US",
+        # "en-US" is a valid match at this point.
+        result = super().best_match(matches)
+
+        if result is not None:
+            return result
+
+        # Fall back to accepting primary tags. If a client accepts
+        # "en-US", "en" is a valid match at this point. Need to use
+        # re.split to account for 2 or 3 letter codes.
+        fallback = Accept(
+            [(_locale_delim_re.split(item[0], 1)[0], item[1]) for item in self]
+        )
+        result = fallback.best_match(matches)
+
+        if result is not None:
+            return result
+
+        # Fall back to matching primary tags. If the client accepts
+        # "en", "en-US" is a valid match at this point.
+        fallback_matches = [_locale_delim_re.split(item, 1)[0] for item in matches]
+        result = super().best_match(fallback_matches)
+
+        # Return a value from the original match list. Find the first
+        # original value that starts with the matched primary tag.
+        if result is not None:
+            return next(item for item in matches if item.startswith(result))
+
+        return default
+
+
+class CharsetAccept(Accept):
+    """Like :class:`Accept` but with normalization for charsets."""
+
+    def _value_matches(self, value, item):
+        def _normalize(name):
+            try:
+                return codecs.lookup(name).name
+            except LookupError:
+                return name.lower()
+
+        return item == "*" or _normalize(value) == _normalize(item)
+
+
+def cache_control_property(key, empty, type):
+    """Return a new property object for a cache header. Useful if you
+    want to add support for a cache extension in a subclass.
+
+    .. versionchanged:: 2.0
+        Renamed from ``cache_property``.
+    """
+    return property(
+        lambda x: x._get_cache_value(key, empty, type),
+        lambda x, v: x._set_cache_value(key, v, type),
+        lambda x: x._del_cache_value(key),
+        f"accessor for {key!r}",
+    )
+
+
+class _CacheControl(UpdateDictMixin, dict):
+    """Subclass of a dict that stores values for a Cache-Control header.  It
+    has accessors for all the cache-control directives specified in RFC 2616.
+    The class does not differentiate between request and response directives.
+
+    Because the cache-control directives in the HTTP header use dashes the
+    python descriptors use underscores for that.
+
+    To get a header of the :class:`CacheControl` object again you can convert
+    the object into a string or call the :meth:`to_header` method.  If you plan
+    to subclass it and add your own items have a look at the sourcecode for
+    that class.
+
+    .. versionchanged:: 2.1.0
+        Setting int properties such as ``max_age`` will convert the
+        value to an int.
+
+    .. versionchanged:: 0.4
+
+       Setting `no_cache` or `private` to boolean `True` will set the implicit
+       none-value which is ``*``:
+
+       >>> cc = ResponseCacheControl()
+       >>> cc.no_cache = True
+       >>> cc
+       <ResponseCacheControl 'no-cache'>
+       >>> cc.no_cache
+       '*'
+       >>> cc.no_cache = None
+       >>> cc
+       <ResponseCacheControl ''>
+
+       In versions before 0.5 the behavior documented here affected the now
+       no longer existing `CacheControl` class.
+    """
+
+    no_cache = cache_control_property("no-cache", "*", None)
+    no_store = cache_control_property("no-store", None, bool)
+    max_age = cache_control_property("max-age", -1, int)
+    no_transform = cache_control_property("no-transform", None, None)
+
+    def __init__(self, values=(), on_update=None):
+        dict.__init__(self, values or ())
+        self.on_update = on_update
+        self.provided = values is not None
+
+    def _get_cache_value(self, key, empty, type):
+        """Used internally by the accessor properties."""
+        if type is bool:
+            return key in self
+        if key in self:
+            value = self[key]
+            if value is None:
+                return empty
+            elif type is not None:
+                try:
+                    value = type(value)
+                except ValueError:
+                    pass
+            return value
+        return None
+
+    def _set_cache_value(self, key, value, type):
+        """Used internally by the accessor properties."""
+        if type is bool:
+            if value:
+                self[key] = None
+            else:
+                self.pop(key, None)
+        else:
+            if value is None:
+                self.pop(key, None)
+            elif value is True:
+                self[key] = None
+            else:
+                if type is not None:
+                    self[key] = type(value)
+                else:
+                    self[key] = value
+
+    def _del_cache_value(self, key):
+        """Used internally by the accessor properties."""
+        if key in self:
+            del self[key]
+
+    def to_header(self):
+        """Convert the stored values into a cache control header."""
+        return http.dump_header(self)
+
+    def __str__(self):
+        return self.to_header()
+
+    def __repr__(self):
+        kv_str = " ".join(f"{k}={v!r}" for k, v in sorted(self.items()))
+        return f"<{type(self).__name__} {kv_str}>"
+
+    cache_property = staticmethod(cache_control_property)
+
+
+class RequestCacheControl(ImmutableDictMixin, _CacheControl):
+    """A cache control for requests.  This is immutable and gives access
+    to all the request-relevant cache control headers.
+
+    To get a header of the :class:`RequestCacheControl` object again you can
+    convert the object into a string or call the :meth:`to_header` method.  If
+    you plan to subclass it and add your own items have a look at the sourcecode
+    for that class.
+
+    .. versionchanged:: 2.1.0
+        Setting int properties such as ``max_age`` will convert the
+        value to an int.
+
+    .. versionadded:: 0.5
+       In previous versions a `CacheControl` class existed that was used
+       both for request and response.
+    """
+
+    max_stale = cache_control_property("max-stale", "*", int)
+    min_fresh = cache_control_property("min-fresh", "*", int)
+    only_if_cached = cache_control_property("only-if-cached", None, bool)
+
+
+class ResponseCacheControl(_CacheControl):
+    """A cache control for responses.  Unlike :class:`RequestCacheControl`
+    this is mutable and gives access to response-relevant cache control
+    headers.
+
+    To get a header of the :class:`ResponseCacheControl` object again you can
+    convert the object into a string or call the :meth:`to_header` method.  If
+    you plan to subclass it and add your own items have a look at the sourcecode
+    for that class.
+
+    .. versionchanged:: 2.1.1
+        ``s_maxage`` converts the value to an int.
+
+    .. versionchanged:: 2.1.0
+        Setting int properties such as ``max_age`` will convert the
+        value to an int.
+
+    .. versionadded:: 0.5
+       In previous versions a `CacheControl` class existed that was used
+       both for request and response.
+    """
+
+    public = cache_control_property("public", None, bool)
+    private = cache_control_property("private", "*", None)
+    must_revalidate = cache_control_property("must-revalidate", None, bool)
+    proxy_revalidate = cache_control_property("proxy-revalidate", None, bool)
+    s_maxage = cache_control_property("s-maxage", None, int)
+    immutable = cache_control_property("immutable", None, bool)
+
+
+def csp_property(key):
+    """Return a new property object for a content security policy header.
+    Useful if you want to add support for a csp extension in a
+    subclass.
+    """
+    return property(
+        lambda x: x._get_value(key),
+        lambda x, v: x._set_value(key, v),
+        lambda x: x._del_value(key),
+        f"accessor for {key!r}",
+    )
+
+
+class ContentSecurityPolicy(UpdateDictMixin, dict):
+    """Subclass of a dict that stores values for a Content Security Policy
+    header. It has accessors for all the level 3 policies.
+
+    Because the csp directives in the HTTP header use dashes the
+    python descriptors use underscores for that.
+
+    To get a header of the :class:`ContentSecuirtyPolicy` object again
+    you can convert the object into a string or call the
+    :meth:`to_header` method.  If you plan to subclass it and add your
+    own items have a look at the sourcecode for that class.
+
+    .. versionadded:: 1.0.0
+       Support for Content Security Policy headers was added.
+
+    """
+
+    base_uri = csp_property("base-uri")
+    child_src = csp_property("child-src")
+    connect_src = csp_property("connect-src")
+    default_src = csp_property("default-src")
+    font_src = csp_property("font-src")
+    form_action = csp_property("form-action")
+    frame_ancestors = csp_property("frame-ancestors")
+    frame_src = csp_property("frame-src")
+    img_src = csp_property("img-src")
+    manifest_src = csp_property("manifest-src")
+    media_src = csp_property("media-src")
+    navigate_to = csp_property("navigate-to")
+    object_src = csp_property("object-src")
+    prefetch_src = csp_property("prefetch-src")
+    plugin_types = csp_property("plugin-types")
+    report_to = csp_property("report-to")
+    report_uri = csp_property("report-uri")
+    sandbox = csp_property("sandbox")
+    script_src = csp_property("script-src")
+    script_src_attr = csp_property("script-src-attr")
+    script_src_elem = csp_property("script-src-elem")
+    style_src = csp_property("style-src")
+    style_src_attr = csp_property("style-src-attr")
+    style_src_elem = csp_property("style-src-elem")
+    worker_src = csp_property("worker-src")
+
+    def __init__(self, values=(), on_update=None):
+        dict.__init__(self, values or ())
+        self.on_update = on_update
+        self.provided = values is not None
+
+    def _get_value(self, key):
+        """Used internally by the accessor properties."""
+        return self.get(key)
+
+    def _set_value(self, key, value):
+        """Used internally by the accessor properties."""
+        if value is None:
+            self.pop(key, None)
+        else:
+            self[key] = value
+
+    def _del_value(self, key):
+        """Used internally by the accessor properties."""
+        if key in self:
+            del self[key]
+
+    def to_header(self):
+        """Convert the stored values into a cache control header."""
+        return http.dump_csp_header(self)
+
+    def __str__(self):
+        return self.to_header()
+
+    def __repr__(self):
+        kv_str = " ".join(f"{k}={v!r}" for k, v in sorted(self.items()))
+        return f"<{type(self).__name__} {kv_str}>"
+
+
+class CallbackDict(UpdateDictMixin, dict):
+    """A dict that calls a function passed every time something is changed.
+    The function is passed the dict instance.
+    """
+
+    def __init__(self, initial=None, on_update=None):
+        dict.__init__(self, initial or ())
+        self.on_update = on_update
+
+    def __repr__(self):
+        return f"<{type(self).__name__} {dict.__repr__(self)}>"
+
+
+class HeaderSet(MutableSet):
+    """Similar to the :class:`ETags` class this implements a set-like structure.
+    Unlike :class:`ETags` this is case insensitive and used for vary, allow, and
+    content-language headers.
+
+    If not constructed using the :func:`parse_set_header` function the
+    instantiation works like this:
+
+    >>> hs = HeaderSet(['foo', 'bar', 'baz'])
+    >>> hs
+    HeaderSet(['foo', 'bar', 'baz'])
+    """
+
+    def __init__(self, headers=None, on_update=None):
+        self._headers = list(headers or ())
+        self._set = {x.lower() for x in self._headers}
+        self.on_update = on_update
+
+    def add(self, header):
+        """Add a new header to the set."""
+        self.update((header,))
+
+    def remove(self, header):
+        """Remove a header from the set.  This raises an :exc:`KeyError` if the
+        header is not in the set.
+
+        .. versionchanged:: 0.5
+            In older versions a :exc:`IndexError` was raised instead of a
+            :exc:`KeyError` if the object was missing.
+
+        :param header: the header to be removed.
+        """
+        key = header.lower()
+        if key not in self._set:
+            raise KeyError(header)
+        self._set.remove(key)
+        for idx, key in enumerate(self._headers):
+            if key.lower() == header:
+                del self._headers[idx]
+                break
+        if self.on_update is not None:
+            self.on_update(self)
+
+    def update(self, iterable):
+        """Add all the headers from the iterable to the set.
+
+        :param iterable: updates the set with the items from the iterable.
+        """
+        inserted_any = False
+        for header in iterable:
+            key = header.lower()
+            if key not in self._set:
+                self._headers.append(header)
+                self._set.add(key)
+                inserted_any = True
+        if inserted_any and self.on_update is not None:
+            self.on_update(self)
+
+    def discard(self, header):
+        """Like :meth:`remove` but ignores errors.
+
+        :param header: the header to be discarded.
+        """
+        try:
+            self.remove(header)
+        except KeyError:
+            pass
+
+    def find(self, header):
+        """Return the index of the header in the set or return -1 if not found.
+
+        :param header: the header to be looked up.
+        """
+        header = header.lower()
+        for idx, item in enumerate(self._headers):
+            if item.lower() == header:
+                return idx
+        return -1
+
+    def index(self, header):
+        """Return the index of the header in the set or raise an
+        :exc:`IndexError`.
+
+        :param header: the header to be looked up.
+        """
+        rv = self.find(header)
+        if rv < 0:
+            raise IndexError(header)
+        return rv
+
+    def clear(self):
+        """Clear the set."""
+        self._set.clear()
+        del self._headers[:]
+        if self.on_update is not None:
+            self.on_update(self)
+
+    def as_set(self, preserve_casing=False):
+        """Return the set as real python set type.  When calling this, all
+        the items are converted to lowercase and the ordering is lost.
+
+        :param preserve_casing: if set to `True` the items in the set returned
+                                will have the original case like in the
+                                :class:`HeaderSet`, otherwise they will
+                                be lowercase.
+        """
+        if preserve_casing:
+            return set(self._headers)
+        return set(self._set)
+
+    def to_header(self):
+        """Convert the header set into an HTTP header string."""
+        return ", ".join(map(http.quote_header_value, self._headers))
+
+    def __getitem__(self, idx):
+        return self._headers[idx]
+
+    def __delitem__(self, idx):
+        rv = self._headers.pop(idx)
+        self._set.remove(rv.lower())
+        if self.on_update is not None:
+            self.on_update(self)
+
+    def __setitem__(self, idx, value):
+        old = self._headers[idx]
+        self._set.remove(old.lower())
+        self._headers[idx] = value
+        self._set.add(value.lower())
+        if self.on_update is not None:
+            self.on_update(self)
+
+    def __contains__(self, header):
+        return header.lower() in self._set
+
+    def __len__(self):
+        return len(self._set)
+
+    def __iter__(self):
+        return iter(self._headers)
+
+    def __bool__(self):
+        return bool(self._set)
+
+    def __str__(self):
+        return self.to_header()
+
+    def __repr__(self):
+        return f"{type(self).__name__}({self._headers!r})"
+
+
+class ETags(Collection):
+    """A set that can be used to check if one etag is present in a collection
+    of etags.
+    """
+
+    def __init__(self, strong_etags=None, weak_etags=None, star_tag=False):
+        if not star_tag and strong_etags:
+            self._strong = frozenset(strong_etags)
+        else:
+            self._strong = frozenset()
+
+        self._weak = frozenset(weak_etags or ())
+        self.star_tag = star_tag
+
+    def as_set(self, include_weak=False):
+        """Convert the `ETags` object into a python set.  Per default all the
+        weak etags are not part of this set."""
+        rv = set(self._strong)
+        if include_weak:
+            rv.update(self._weak)
+        return rv
+
+    def is_weak(self, etag):
+        """Check if an etag is weak."""
+        return etag in self._weak
+
+    def is_strong(self, etag):
+        """Check if an etag is strong."""
+        return etag in self._strong
+
+    def contains_weak(self, etag):
+        """Check if an etag is part of the set including weak and strong tags."""
+        return self.is_weak(etag) or self.contains(etag)
+
+    def contains(self, etag):
+        """Check if an etag is part of the set ignoring weak tags.
+        It is also possible to use the ``in`` operator.
+        """
+        if self.star_tag:
+            return True
+        return self.is_strong(etag)
+
+    def contains_raw(self, etag):
+        """When passed a quoted tag it will check if this tag is part of the
+        set.  If the tag is weak it is checked against weak and strong tags,
+        otherwise strong only."""
+        etag, weak = http.unquote_etag(etag)
+        if weak:
+            return self.contains_weak(etag)
+        return self.contains(etag)
+
+    def to_header(self):
+        """Convert the etags set into a HTTP header string."""
+        if self.star_tag:
+            return "*"
+        return ", ".join(
+            [f'"{x}"' for x in self._strong] + [f'W/"{x}"' for x in self._weak]
+        )
+
+    def __call__(self, etag=None, data=None, include_weak=False):
+        if [etag, data].count(None) != 1:
+            raise TypeError("either tag or data required, but at least one")
+        if etag is None:
+            etag = http.generate_etag(data)
+        if include_weak:
+            if etag in self._weak:
+                return True
+        return etag in self._strong
+
+    def __bool__(self):
+        return bool(self.star_tag or self._strong or self._weak)
+
+    def __str__(self):
+        return self.to_header()
+
+    def __len__(self):
+        return len(self._strong)
+
+    def __iter__(self):
+        return iter(self._strong)
+
+    def __contains__(self, etag):
+        return self.contains(etag)
+
+    def __repr__(self):
+        return f"<{type(self).__name__} {str(self)!r}>"
+
+
+class IfRange:
+    """Very simple object that represents the `If-Range` header in parsed
+    form.  It will either have neither a etag or date or one of either but
+    never both.
+
+    .. versionadded:: 0.7
+    """
+
+    def __init__(self, etag=None, date=None):
+        #: The etag parsed and unquoted.  Ranges always operate on strong
+        #: etags so the weakness information is not necessary.
+        self.etag = etag
+        #: The date in parsed format or `None`.
+        self.date = date
+
+    def to_header(self):
+        """Converts the object back into an HTTP header."""
+        if self.date is not None:
+            return http.http_date(self.date)
+        if self.etag is not None:
+            return http.quote_etag(self.etag)
+        return ""
+
+    def __str__(self):
+        return self.to_header()
+
+    def __repr__(self):
+        return f"<{type(self).__name__} {str(self)!r}>"
+
+
+class Range:
+    """Represents a ``Range`` header. All methods only support only
+    bytes as the unit. Stores a list of ranges if given, but the methods
+    only work if only one range is provided.
+
+    :raise ValueError: If the ranges provided are invalid.
+
+    .. versionchanged:: 0.15
+        The ranges passed in are validated.
+
+    .. versionadded:: 0.7
+    """
+
+    def __init__(self, units, ranges):
+        #: The units of this range.  Usually "bytes".
+        self.units = units
+        #: A list of ``(begin, end)`` tuples for the range header provided.
+        #: The ranges are non-inclusive.
+        self.ranges = ranges
+
+        for start, end in ranges:
+            if start is None or (end is not None and (start < 0 or start >= end)):
+                raise ValueError(f"{(start, end)} is not a valid range.")
+
+    def range_for_length(self, length):
+        """If the range is for bytes, the length is not None and there is
+        exactly one range and it is satisfiable it returns a ``(start, stop)``
+        tuple, otherwise `None`.
+        """
+        if self.units != "bytes" or length is None or len(self.ranges) != 1:
+            return None
+        start, end = self.ranges[0]
+        if end is None:
+            end = length
+            if start < 0:
+                start += length
+        if http.is_byte_range_valid(start, end, length):
+            return start, min(end, length)
+        return None
+
+    def make_content_range(self, length):
+        """Creates a :class:`~werkzeug.datastructures.ContentRange` object
+        from the current range and given content length.
+        """
+        rng = self.range_for_length(length)
+        if rng is not None:
+            return ContentRange(self.units, rng[0], rng[1], length)
+        return None
+
+    def to_header(self):
+        """Converts the object back into an HTTP header."""
+        ranges = []
+        for begin, end in self.ranges:
+            if end is None:
+                ranges.append(f"{begin}-" if begin >= 0 else str(begin))
+            else:
+                ranges.append(f"{begin}-{end - 1}")
+        return f"{self.units}={','.join(ranges)}"
+
+    def to_content_range_header(self, length):
+        """Converts the object into `Content-Range` HTTP header,
+        based on given length
+        """
+        range = self.range_for_length(length)
+        if range is not None:
+            return f"{self.units} {range[0]}-{range[1] - 1}/{length}"
+        return None
+
+    def __str__(self):
+        return self.to_header()
+
+    def __repr__(self):
+        return f"<{type(self).__name__} {str(self)!r}>"
+
+
+def _callback_property(name):
+    def fget(self):
+        return getattr(self, name)
+
+    def fset(self, value):
+        setattr(self, name, value)
+        if self.on_update is not None:
+            self.on_update(self)
+
+    return property(fget, fset)
+
+
+class ContentRange:
+    """Represents the content range header.
+
+    .. versionadded:: 0.7
+    """
+
+    def __init__(self, units, start, stop, length=None, on_update=None):
+        assert http.is_byte_range_valid(start, stop, length), "Bad range provided"
+        self.on_update = on_update
+        self.set(start, stop, length, units)
+
+    #: The units to use, usually "bytes"
+    units = _callback_property("_units")
+    #: The start point of the range or `None`.
+    start = _callback_property("_start")
+    #: The stop point of the range (non-inclusive) or `None`.  Can only be
+    #: `None` if also start is `None`.
+    stop = _callback_property("_stop")
+    #: The length of the range or `None`.
+    length = _callback_property("_length")
+
+    def set(self, start, stop, length=None, units="bytes"):
+        """Simple method to update the ranges."""
+        assert http.is_byte_range_valid(start, stop, length), "Bad range provided"
+        self._units = units
+        self._start = start
+        self._stop = stop
+        self._length = length
+        if self.on_update is not None:
+            self.on_update(self)
+
+    def unset(self):
+        """Sets the units to `None` which indicates that the header should
+        no longer be used.
+        """
+        self.set(None, None, units=None)
+
+    def to_header(self):
+        if self.units is None:
+            return ""
+        if self.length is None:
+            length = "*"
+        else:
+            length = self.length
+        if self.start is None:
+            return f"{self.units} */{length}"
+        return f"{self.units} {self.start}-{self.stop - 1}/{length}"
+
+    def __bool__(self):
+        return self.units is not None
+
+    def __str__(self):
+        return self.to_header()
+
+    def __repr__(self):
+        return f"<{type(self).__name__} {str(self)!r}>"
+
+
+class Authorization(ImmutableDictMixin, dict):
+    """Represents an ``Authorization`` header sent by the client.
+
+    This is returned by
+    :func:`~werkzeug.http.parse_authorization_header`. It can be useful
+    to create the object manually to pass to the test
+    :class:`~werkzeug.test.Client`.
+
+    .. versionchanged:: 0.5
+        This object became immutable.
+    """
+
+    def __init__(self, auth_type, data=None):
+        dict.__init__(self, data or {})
+        self.type = auth_type
+
+    @property
+    def username(self):
+        """The username transmitted.  This is set for both basic and digest
+        auth all the time.
+        """
+        return self.get("username")
+
+    @property
+    def password(self):
+        """When the authentication type is basic this is the password
+        transmitted by the client, else `None`.
+        """
+        return self.get("password")
+
+    @property
+    def realm(self):
+        """This is the server realm sent back for HTTP digest auth."""
+        return self.get("realm")
+
+    @property
+    def nonce(self):
+        """The nonce the server sent for digest auth, sent back by the client.
+        A nonce should be unique for every 401 response for HTTP digest auth.
+        """
+        return self.get("nonce")
+
+    @property
+    def uri(self):
+        """The URI from Request-URI of the Request-Line; duplicated because
+        proxies are allowed to change the Request-Line in transit.  HTTP
+        digest auth only.
+        """
+        return self.get("uri")
+
+    @property
+    def nc(self):
+        """The nonce count value transmitted by clients if a qop-header is
+        also transmitted.  HTTP digest auth only.
+        """
+        return self.get("nc")
+
+    @property
+    def cnonce(self):
+        """If the server sent a qop-header in the ``WWW-Authenticate``
+        header, the client has to provide this value for HTTP digest auth.
+        See the RFC for more details.
+        """
+        return self.get("cnonce")
+
+    @property
+    def response(self):
+        """A string of 32 hex digits computed as defined in RFC 2617, which
+        proves that the user knows a password.  Digest auth only.
+        """
+        return self.get("response")
+
+    @property
+    def opaque(self):
+        """The opaque header from the server returned unchanged by the client.
+        It is recommended that this string be base64 or hexadecimal data.
+        Digest auth only.
+        """
+        return self.get("opaque")
+
+    @property
+    def qop(self):
+        """Indicates what "quality of protection" the client has applied to
+        the message for HTTP digest auth. Note that this is a single token,
+        not a quoted list of alternatives as in WWW-Authenticate.
+        """
+        return self.get("qop")
+
+    def to_header(self):
+        """Convert to a string value for an ``Authorization`` header.
+
+        .. versionadded:: 2.0
+            Added to support passing authorization to the test client.
+        """
+        if self.type == "basic":
+            value = base64.b64encode(
+                f"{self.username}:{self.password}".encode()
+            ).decode("utf8")
+            return f"Basic {value}"
+
+        if self.type == "digest":
+            return f"Digest {http.dump_header(self)}"
+
+        raise ValueError(f"Unsupported type {self.type!r}.")
+
+
+def auth_property(name, doc=None):
+    """A static helper function for Authentication subclasses to add
+    extra authentication system properties onto a class::
+
+        class FooAuthenticate(WWWAuthenticate):
+            special_realm = auth_property('special_realm')
+
+    For more information have a look at the sourcecode to see how the
+    regular properties (:attr:`realm` etc.) are implemented.
+    """
+
+    def _set_value(self, value):
+        if value is None:
+            self.pop(name, None)
+        else:
+            self[name] = str(value)
+
+    return property(lambda x: x.get(name), _set_value, doc=doc)
+
+
+def _set_property(name, doc=None):
+    def fget(self):
+        def on_update(header_set):
+            if not header_set and name in self:
+                del self[name]
+            elif header_set:
+                self[name] = header_set.to_header()
+
+        return http.parse_set_header(self.get(name), on_update)
+
+    return property(fget, doc=doc)
+
+
+class WWWAuthenticate(UpdateDictMixin, dict):
+    """Provides simple access to `WWW-Authenticate` headers."""
+
+    #: list of keys that require quoting in the generated header
+    _require_quoting = frozenset(["domain", "nonce", "opaque", "realm", "qop"])
+
+    def __init__(self, auth_type=None, values=None, on_update=None):
+        dict.__init__(self, values or ())
+        if auth_type:
+            self["__auth_type__"] = auth_type
+        self.on_update = on_update
+
+    def set_basic(self, realm="authentication required"):
+        """Clear the auth info and enable basic auth."""
+        dict.clear(self)
+        dict.update(self, {"__auth_type__": "basic", "realm": realm})
+        if self.on_update:
+            self.on_update(self)
+
+    def set_digest(
+        self, realm, nonce, qop=("auth",), opaque=None, algorithm=None, stale=False
+    ):
+        """Clear the auth info and enable digest auth."""
+        d = {
+            "__auth_type__": "digest",
+            "realm": realm,
+            "nonce": nonce,
+            "qop": http.dump_header(qop),
+        }
+        if stale:
+            d["stale"] = "TRUE"
+        if opaque is not None:
+            d["opaque"] = opaque
+        if algorithm is not None:
+            d["algorithm"] = algorithm
+        dict.clear(self)
+        dict.update(self, d)
+        if self.on_update:
+            self.on_update(self)
+
+    def to_header(self):
+        """Convert the stored values into a WWW-Authenticate header."""
+        d = dict(self)
+        auth_type = d.pop("__auth_type__", None) or "basic"
+        kv_items = (
+            (k, http.quote_header_value(v, allow_token=k not in self._require_quoting))
+            for k, v in d.items()
+        )
+        kv_string = ", ".join([f"{k}={v}" for k, v in kv_items])
+        return f"{auth_type.title()} {kv_string}"
+
+    def __str__(self):
+        return self.to_header()
+
+    def __repr__(self):
+        return f"<{type(self).__name__} {self.to_header()!r}>"
+
+    type = auth_property(
+        "__auth_type__",
+        doc="""The type of the auth mechanism. HTTP currently specifies
+        ``Basic`` and ``Digest``.""",
+    )
+    realm = auth_property(
+        "realm",
+        doc="""A string to be displayed to users so they know which
+        username and password to use. This string should contain at
+        least the name of the host performing the authentication and
+        might additionally indicate the collection of users who might
+        have access.""",
+    )
+    domain = _set_property(
+        "domain",
+        doc="""A list of URIs that define the protection space. If a URI
+        is an absolute path, it is relative to the canonical root URL of
+        the server being accessed.""",
+    )
+    nonce = auth_property(
+        "nonce",
+        doc="""
+        A server-specified data string which should be uniquely generated
+        each time a 401 response is made. It is recommended that this
+        string be base64 or hexadecimal data.""",
+    )
+    opaque = auth_property(
+        "opaque",
+        doc="""A string of data, specified by the server, which should
+        be returned by the client unchanged in the Authorization header
+        of subsequent requests with URIs in the same protection space.
+        It is recommended that this string be base64 or hexadecimal
+        data.""",
+    )
+    algorithm = auth_property(
+        "algorithm",
+        doc="""A string indicating a pair of algorithms used to produce
+        the digest and a checksum. If this is not present it is assumed
+        to be "MD5". If the algorithm is not understood, the challenge
+        should be ignored (and a different one used, if there is more
+        than one).""",
+    )
+    qop = _set_property(
+        "qop",
+        doc="""A set of quality-of-privacy directives such as auth and
+        auth-int.""",
+    )
+
+    @property
+    def stale(self):
+        """A flag, indicating that the previous request from the client
+        was rejected because the nonce value was stale.
+        """
+        val = self.get("stale")
+        if val is not None:
+            return val.lower() == "true"
+
+    @stale.setter
+    def stale(self, value):
+        if value is None:
+            self.pop("stale", None)
+        else:
+            self["stale"] = "TRUE" if value else "FALSE"
+
+    auth_property = staticmethod(auth_property)
+
+
+class FileStorage:
+    """The :class:`FileStorage` class is a thin wrapper over incoming files.
+    It is used by the request object to represent uploaded files.  All the
+    attributes of the wrapper stream are proxied by the file storage so
+    it's possible to do ``storage.read()`` instead of the long form
+    ``storage.stream.read()``.
+    """
+
+    def __init__(
+        self,
+        stream=None,
+        filename=None,
+        name=None,
+        content_type=None,
+        content_length=None,
+        headers=None,
+    ):
+        self.name = name
+        self.stream = stream or BytesIO()
+
+        # If no filename is provided, attempt to get the filename from
+        # the stream object. Python names special streams like
+        # ``<stderr>`` with angular brackets, skip these streams.
+        if filename is None:
+            filename = getattr(stream, "name", None)
+
+            if filename is not None:
+                filename = os.fsdecode(filename)
+
+            if filename and filename[0] == "<" and filename[-1] == ">":
+                filename = None
+        else:
+            filename = os.fsdecode(filename)
+
+        self.filename = filename
+
+        if headers is None:
+            headers = Headers()
+        self.headers = headers
+        if content_type is not None:
+            headers["Content-Type"] = content_type
+        if content_length is not None:
+            headers["Content-Length"] = str(content_length)
+
+    def _parse_content_type(self):
+        if not hasattr(self, "_parsed_content_type"):
+            self._parsed_content_type = http.parse_options_header(self.content_type)
+
+    @property
+    def content_type(self):
+        """The content-type sent in the header.  Usually not available"""
+        return self.headers.get("content-type")
+
+    @property
+    def content_length(self):
+        """The content-length sent in the header.  Usually not available"""
+        try:
+            return int(self.headers.get("content-length") or 0)
+        except ValueError:
+            return 0
+
+    @property
+    def mimetype(self):
+        """Like :attr:`content_type`, but without parameters (eg, without
+        charset, type etc.) and always lowercase.  For example if the content
+        type is ``text/HTML; charset=utf-8`` the mimetype would be
+        ``'text/html'``.
+
+        .. versionadded:: 0.7
+        """
+        self._parse_content_type()
+        return self._parsed_content_type[0].lower()
+
+    @property
+    def mimetype_params(self):
+        """The mimetype parameters as dict.  For example if the content
+        type is ``text/html; charset=utf-8`` the params would be
+        ``{'charset': 'utf-8'}``.
+
+        .. versionadded:: 0.7
+        """
+        self._parse_content_type()
+        return self._parsed_content_type[1]
+
+    def save(self, dst, buffer_size=16384):
+        """Save the file to a destination path or file object.  If the
+        destination is a file object you have to close it yourself after the
+        call.  The buffer size is the number of bytes held in memory during
+        the copy process.  It defaults to 16KB.
+
+        For secure file saving also have a look at :func:`secure_filename`.
+
+        :param dst: a filename, :class:`os.PathLike`, or open file
+            object to write to.
+        :param buffer_size: Passed as the ``length`` parameter of
+            :func:`shutil.copyfileobj`.
+
+        .. versionchanged:: 1.0
+            Supports :mod:`pathlib`.
+        """
+        from shutil import copyfileobj
+
+        close_dst = False
+
+        if hasattr(dst, "__fspath__"):
+            dst = fspath(dst)
+
+        if isinstance(dst, str):
+            dst = open(dst, "wb")
+            close_dst = True
+
+        try:
+            copyfileobj(self.stream, dst, buffer_size)
+        finally:
+            if close_dst:
+                dst.close()
+
+    def close(self):
+        """Close the underlying file if possible."""
+        try:
+            self.stream.close()
+        except Exception:
+            pass
+
+    def __bool__(self):
+        return bool(self.filename)
+
+    def __getattr__(self, name):
+        try:
+            return getattr(self.stream, name)
+        except AttributeError:
+            # SpooledTemporaryFile doesn't implement IOBase, get the
+            # attribute from its backing file instead.
+            # https://github.com/python/cpython/pull/3249
+            if hasattr(self.stream, "_file"):
+                return getattr(self.stream._file, name)
+            raise
+
+    def __iter__(self):
+        return iter(self.stream)
+
+    def __repr__(self):
+        return f"<{type(self).__name__}: {self.filename!r} ({self.content_type!r})>"
+
+
+# circular dependencies
+from . import http
diff --git a/venv/lib/python3.8/site-packages/werkzeug/datastructures.pyi b/venv/lib/python3.8/site-packages/werkzeug/datastructures.pyi
new file mode 100644
index 0000000..7bf7297
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/datastructures.pyi
@@ -0,0 +1,921 @@
+from datetime import datetime
+from os import PathLike
+from typing import Any
+from typing import Callable
+from typing import Collection
+from typing import Dict
+from typing import FrozenSet
+from typing import Generic
+from typing import Hashable
+from typing import IO
+from typing import Iterable
+from typing import Iterator
+from typing import List
+from typing import Mapping
+from typing import NoReturn
+from typing import Optional
+from typing import overload
+from typing import Set
+from typing import Tuple
+from typing import Type
+from typing import TypeVar
+from typing import Union
+from _typeshed import SupportsKeysAndGetItem
+from _typeshed.wsgi import WSGIEnvironment
+
+from typing_extensions import Literal
+from typing_extensions import SupportsIndex
+
+K = TypeVar("K")
+V = TypeVar("V")
+T = TypeVar("T")
+D = TypeVar("D")
+_CD = TypeVar("_CD", bound="CallbackDict")
+
+def is_immutable(self: object) -> NoReturn: ...
+def iter_multi_items(
+    mapping: Union[Mapping[K, Union[V, Iterable[V]]], Iterable[Tuple[K, V]]]
+) -> Iterator[Tuple[K, V]]: ...
+
+class ImmutableListMixin(List[V]):
+    _hash_cache: Optional[int]
+    def __hash__(self) -> int: ...  # type: ignore
+    def __delitem__(self, key: Union[SupportsIndex, slice]) -> NoReturn: ...
+    def __iadd__(self, other: t.Any) -> NoReturn: ...  # type: ignore
+    def __imul__(self, other: SupportsIndex) -> NoReturn: ...
+    def __setitem__(  # type: ignore
+        self, key: Union[int, slice], value: V
+    ) -> NoReturn: ...
+    def append(self, value: V) -> NoReturn: ...
+    def remove(self, value: V) -> NoReturn: ...
+    def extend(self, values: Iterable[V]) -> NoReturn: ...
+    def insert(self, pos: SupportsIndex, value: V) -> NoReturn: ...
+    def pop(self, index: SupportsIndex = -1) -> NoReturn: ...
+    def reverse(self) -> NoReturn: ...
+    def sort(
+        self, key: Optional[Callable[[V], Any]] = None, reverse: bool = False
+    ) -> NoReturn: ...
+
+class ImmutableList(ImmutableListMixin[V]): ...
+
+class ImmutableDictMixin(Dict[K, V]):
+    _hash_cache: Optional[int]
+    @classmethod
+    def fromkeys(  # type: ignore
+        cls, keys: Iterable[K], value: Optional[V] = None
+    ) -> ImmutableDictMixin[K, V]: ...
+    def _iter_hashitems(self) -> Iterable[Hashable]: ...
+    def __hash__(self) -> int: ...  # type: ignore
+    def setdefault(self, key: K, default: Optional[V] = None) -> NoReturn: ...
+    def update(self, *args: Any, **kwargs: V) -> NoReturn: ...
+    def pop(self, key: K, default: Optional[V] = None) -> NoReturn: ...  # type: ignore
+    def popitem(self) -> NoReturn: ...
+    def __setitem__(self, key: K, value: V) -> NoReturn: ...
+    def __delitem__(self, key: K) -> NoReturn: ...
+    def clear(self) -> NoReturn: ...
+
+class ImmutableMultiDictMixin(ImmutableDictMixin[K, V]):
+    def _iter_hashitems(self) -> Iterable[Hashable]: ...
+    def add(self, key: K, value: V) -> NoReturn: ...
+    def popitemlist(self) -> NoReturn: ...
+    def poplist(self, key: K) -> NoReturn: ...
+    def setlist(self, key: K, new_list: Iterable[V]) -> NoReturn: ...
+    def setlistdefault(
+        self, key: K, default_list: Optional[Iterable[V]] = None
+    ) -> NoReturn: ...
+
+def _calls_update(name: str) -> Callable[[UpdateDictMixin[K, V]], Any]: ...
+
+class UpdateDictMixin(Dict[K, V]):
+    on_update: Optional[Callable[[UpdateDictMixin[K, V]], None]]
+    def setdefault(self, key: K, default: Optional[V] = None) -> V: ...
+    @overload
+    def pop(self, key: K) -> V: ...
+    @overload
+    def pop(self, key: K, default: Union[V, T] = ...) -> Union[V, T]: ...
+    def __setitem__(self, key: K, value: V) -> None: ...
+    def __delitem__(self, key: K) -> None: ...
+    def clear(self) -> None: ...
+    def popitem(self) -> Tuple[K, V]: ...
+    @overload
+    def update(self, __m: SupportsKeysAndGetItem[K, V], **kwargs: V) -> None: ...
+    @overload
+    def update(self, __m: Iterable[Tuple[K, V]], **kwargs: V) -> None: ...
+    @overload
+    def update(self, **kwargs: V) -> None: ...
+
+class TypeConversionDict(Dict[K, V]):
+    @overload
+    def get(self, key: K, default: None = ..., type: None = ...) -> Optional[V]: ...
+    @overload
+    def get(self, key: K, default: D, type: None = ...) -> Union[D, V]: ...
+    @overload
+    def get(self, key: K, default: D, type: Callable[[V], T]) -> Union[D, T]: ...
+    @overload
+    def get(self, key: K, type: Callable[[V], T]) -> Optional[T]: ...
+
+class ImmutableTypeConversionDict(ImmutableDictMixin[K, V], TypeConversionDict[K, V]):
+    def copy(self) -> TypeConversionDict[K, V]: ...
+    def __copy__(self) -> ImmutableTypeConversionDict: ...
+
+class MultiDict(TypeConversionDict[K, V]):
+    def __init__(
+        self,
+        mapping: Optional[
+            Union[Mapping[K, Union[Iterable[V], V]], Iterable[Tuple[K, V]]]
+        ] = None,
+    ) -> None: ...
+    def __getitem__(self, item: K) -> V: ...
+    def __setitem__(self, key: K, value: V) -> None: ...
+    def add(self, key: K, value: V) -> None: ...
+    @overload
+    def getlist(self, key: K) -> List[V]: ...
+    @overload
+    def getlist(self, key: K, type: Callable[[V], T] = ...) -> List[T]: ...
+    def setlist(self, key: K, new_list: Iterable[V]) -> None: ...
+    def setdefault(self, key: K, default: Optional[V] = None) -> V: ...
+    def setlistdefault(
+        self, key: K, default_list: Optional[Iterable[V]] = None
+    ) -> List[V]: ...
+    def items(self, multi: bool = False) -> Iterator[Tuple[K, V]]: ...  # type: ignore
+    def lists(self) -> Iterator[Tuple[K, List[V]]]: ...
+    def values(self) -> Iterator[V]: ...  # type: ignore
+    def listvalues(self) -> Iterator[List[V]]: ...
+    def copy(self) -> MultiDict[K, V]: ...
+    def deepcopy(self, memo: Any = None) -> MultiDict[K, V]: ...
+    @overload
+    def to_dict(self) -> Dict[K, V]: ...
+    @overload
+    def to_dict(self, flat: Literal[False]) -> Dict[K, List[V]]: ...
+    def update(  # type: ignore
+        self, mapping: Union[Mapping[K, Union[Iterable[V], V]], Iterable[Tuple[K, V]]]
+    ) -> None: ...
+    @overload
+    def pop(self, key: K) -> V: ...
+    @overload
+    def pop(self, key: K, default: Union[V, T] = ...) -> Union[V, T]: ...
+    def popitem(self) -> Tuple[K, V]: ...
+    def poplist(self, key: K) -> List[V]: ...
+    def popitemlist(self) -> Tuple[K, List[V]]: ...
+    def __copy__(self) -> MultiDict[K, V]: ...
+    def __deepcopy__(self, memo: Any) -> MultiDict[K, V]: ...
+
+class _omd_bucket(Generic[K, V]):
+    prev: Optional[_omd_bucket]
+    next: Optional[_omd_bucket]
+    key: K
+    value: V
+    def __init__(self, omd: OrderedMultiDict, key: K, value: V) -> None: ...
+    def unlink(self, omd: OrderedMultiDict) -> None: ...
+
+class OrderedMultiDict(MultiDict[K, V]):
+    _first_bucket: Optional[_omd_bucket]
+    _last_bucket: Optional[_omd_bucket]
+    def __init__(self, mapping: Optional[Mapping[K, V]] = None) -> None: ...
+    def __eq__(self, other: object) -> bool: ...
+    def __getitem__(self, key: K) -> V: ...
+    def __setitem__(self, key: K, value: V) -> None: ...
+    def __delitem__(self, key: K) -> None: ...
+    def keys(self) -> Iterator[K]: ...  # type: ignore
+    def __iter__(self) -> Iterator[K]: ...
+    def values(self) -> Iterator[V]: ...  # type: ignore
+    def items(self, multi: bool = False) -> Iterator[Tuple[K, V]]: ...  # type: ignore
+    def lists(self) -> Iterator[Tuple[K, List[V]]]: ...
+    def listvalues(self) -> Iterator[List[V]]: ...
+    def add(self, key: K, value: V) -> None: ...
+    @overload
+    def getlist(self, key: K) -> List[V]: ...
+    @overload
+    def getlist(self, key: K, type: Callable[[V], T] = ...) -> List[T]: ...
+    def setlist(self, key: K, new_list: Iterable[V]) -> None: ...
+    def setlistdefault(
+        self, key: K, default_list: Optional[Iterable[V]] = None
+    ) -> List[V]: ...
+    def update(  # type: ignore
+        self, mapping: Union[Mapping[K, V], Iterable[Tuple[K, V]]]
+    ) -> None: ...
+    def poplist(self, key: K) -> List[V]: ...
+    @overload
+    def pop(self, key: K) -> V: ...
+    @overload
+    def pop(self, key: K, default: Union[V, T] = ...) -> Union[V, T]: ...
+    def popitem(self) -> Tuple[K, V]: ...
+    def popitemlist(self) -> Tuple[K, List[V]]: ...
+
+def _options_header_vkw(
+    value: str, kw: Mapping[str, Optional[Union[str, int]]]
+) -> str: ...
+def _unicodify_header_value(value: Union[str, int]) -> str: ...
+
+HV = Union[str, int]
+
+class Headers(Dict[str, str]):
+    _list: List[Tuple[str, str]]
+    def __init__(
+        self,
+        defaults: Optional[
+            Union[Mapping[str, Union[HV, Iterable[HV]]], Iterable[Tuple[str, HV]]]
+        ] = None,
+    ) -> None: ...
+    @overload
+    def __getitem__(self, key: str) -> str: ...
+    @overload
+    def __getitem__(self, key: int) -> Tuple[str, str]: ...
+    @overload
+    def __getitem__(self, key: slice) -> Headers: ...
+    @overload
+    def __getitem__(self, key: str, _get_mode: Literal[True] = ...) -> str: ...
+    def __eq__(self, other: object) -> bool: ...
+    @overload  # type: ignore
+    def get(self, key: str, default: str) -> str: ...
+    @overload
+    def get(self, key: str, default: Optional[str] = None) -> Optional[str]: ...
+    @overload
+    def get(
+        self, key: str, default: Optional[T] = None, type: Callable[[str], T] = ...
+    ) -> Optional[T]: ...
+    @overload
+    def getlist(self, key: str) -> List[str]: ...
+    @overload
+    def getlist(self, key: str, type: Callable[[str], T]) -> List[T]: ...
+    def get_all(self, name: str) -> List[str]: ...
+    def items(  # type: ignore
+        self, lower: bool = False
+    ) -> Iterator[Tuple[str, str]]: ...
+    def keys(self, lower: bool = False) -> Iterator[str]: ...  # type: ignore
+    def values(self) -> Iterator[str]: ...  # type: ignore
+    def extend(
+        self,
+        *args: Union[Mapping[str, Union[HV, Iterable[HV]]], Iterable[Tuple[str, HV]]],
+        **kwargs: Union[HV, Iterable[HV]],
+    ) -> None: ...
+    @overload
+    def __delitem__(self, key: Union[str, int, slice]) -> None: ...
+    @overload
+    def __delitem__(self, key: str, _index_operation: Literal[False]) -> None: ...
+    def remove(self, key: str) -> None: ...
+    @overload  # type: ignore
+    def pop(self, key: str, default: Optional[str] = None) -> str: ...
+    @overload
+    def pop(
+        self, key: Optional[int] = None, default: Optional[Tuple[str, str]] = None
+    ) -> Tuple[str, str]: ...
+    def popitem(self) -> Tuple[str, str]: ...
+    def __contains__(self, key: str) -> bool: ...  # type: ignore
+    def has_key(self, key: str) -> bool: ...
+    def __iter__(self) -> Iterator[Tuple[str, str]]: ...  # type: ignore
+    def add(self, _key: str, _value: HV, **kw: HV) -> None: ...
+    def _validate_value(self, value: str) -> None: ...
+    def add_header(self, _key: str, _value: HV, **_kw: HV) -> None: ...
+    def clear(self) -> None: ...
+    def set(self, _key: str, _value: HV, **kw: HV) -> None: ...
+    def setlist(self, key: str, values: Iterable[HV]) -> None: ...
+    def setdefault(self, key: str, default: HV) -> str: ...  # type: ignore
+    def setlistdefault(self, key: str, default: Iterable[HV]) -> None: ...
+    @overload
+    def __setitem__(self, key: str, value: HV) -> None: ...
+    @overload
+    def __setitem__(self, key: int, value: Tuple[str, HV]) -> None: ...
+    @overload
+    def __setitem__(self, key: slice, value: Iterable[Tuple[str, HV]]) -> None: ...
+    @overload
+    def update(
+        self, __m: SupportsKeysAndGetItem[str, HV], **kwargs: Union[HV, Iterable[HV]]
+    ) -> None: ...
+    @overload
+    def update(
+        self, __m: Iterable[Tuple[str, HV]], **kwargs: Union[HV, Iterable[HV]]
+    ) -> None: ...
+    @overload
+    def update(self, **kwargs: Union[HV, Iterable[HV]]) -> None: ...
+    def to_wsgi_list(self) -> List[Tuple[str, str]]: ...
+    def copy(self) -> Headers: ...
+    def __copy__(self) -> Headers: ...
+
+class ImmutableHeadersMixin(Headers):
+    def __delitem__(self, key: Any, _index_operation: bool = True) -> NoReturn: ...
+    def __setitem__(self, key: Any, value: Any) -> NoReturn: ...
+    def set(self, _key: Any, _value: Any, **kw: Any) -> NoReturn: ...
+    def setlist(self, key: Any, values: Any) -> NoReturn: ...
+    def add(self, _key: Any, _value: Any, **kw: Any) -> NoReturn: ...
+    def add_header(self, _key: Any, _value: Any, **_kw: Any) -> NoReturn: ...
+    def remove(self, key: Any) -> NoReturn: ...
+    def extend(self, *args: Any, **kwargs: Any) -> NoReturn: ...
+    def update(self, *args: Any, **kwargs: Any) -> NoReturn: ...
+    def insert(self, pos: Any, value: Any) -> NoReturn: ...
+    def pop(self, key: Any = None, default: Any = ...) -> NoReturn: ...
+    def popitem(self) -> NoReturn: ...
+    def setdefault(self, key: Any, default: Any) -> NoReturn: ...  # type: ignore
+    def setlistdefault(self, key: Any, default: Any) -> NoReturn: ...
+
+class EnvironHeaders(ImmutableHeadersMixin, Headers):
+    environ: WSGIEnvironment
+    def __init__(self, environ: WSGIEnvironment) -> None: ...
+    def __eq__(self, other: object) -> bool: ...
+    def __getitem__(  # type: ignore
+        self, key: str, _get_mode: Literal[False] = False
+    ) -> str: ...
+    def __iter__(self) -> Iterator[Tuple[str, str]]: ...  # type: ignore
+    def copy(self) -> NoReturn: ...
+
+class CombinedMultiDict(ImmutableMultiDictMixin[K, V], MultiDict[K, V]):  # type: ignore
+    dicts: List[MultiDict[K, V]]
+    def __init__(self, dicts: Optional[Iterable[MultiDict[K, V]]]) -> None: ...
+    @classmethod
+    def fromkeys(cls, keys: Any, value: Any = None) -> NoReturn: ...
+    def __getitem__(self, key: K) -> V: ...
+    @overload  # type: ignore
+    def get(self, key: K) -> Optional[V]: ...
+    @overload
+    def get(self, key: K, default: Union[V, T] = ...) -> Union[V, T]: ...
+    @overload
+    def get(
+        self, key: K, default: Optional[T] = None, type: Callable[[V], T] = ...
+    ) -> Optional[T]: ...
+    @overload
+    def getlist(self, key: K) -> List[V]: ...
+    @overload
+    def getlist(self, key: K, type: Callable[[V], T] = ...) -> List[T]: ...
+    def _keys_impl(self) -> Set[K]: ...
+    def keys(self) -> Set[K]: ...  # type: ignore
+    def __iter__(self) -> Set[K]: ...  # type: ignore
+    def items(self, multi: bool = False) -> Iterator[Tuple[K, V]]: ...  # type: ignore
+    def values(self) -> Iterator[V]: ...  # type: ignore
+    def lists(self) -> Iterator[Tuple[K, List[V]]]: ...
+    def listvalues(self) -> Iterator[List[V]]: ...
+    def copy(self) -> MultiDict[K, V]: ...
+    @overload
+    def to_dict(self) -> Dict[K, V]: ...
+    @overload
+    def to_dict(self, flat: Literal[False]) -> Dict[K, List[V]]: ...
+    def __contains__(self, key: K) -> bool: ...  # type: ignore
+    def has_key(self, key: K) -> bool: ...
+
+class FileMultiDict(MultiDict[str, "FileStorage"]):
+    def add_file(
+        self,
+        name: str,
+        file: Union[FileStorage, str, IO[bytes]],
+        filename: Optional[str] = None,
+        content_type: Optional[str] = None,
+    ) -> None: ...
+
+class ImmutableDict(ImmutableDictMixin[K, V], Dict[K, V]):
+    def copy(self) -> Dict[K, V]: ...
+    def __copy__(self) -> ImmutableDict[K, V]: ...
+
+class ImmutableMultiDict(  # type: ignore
+    ImmutableMultiDictMixin[K, V], MultiDict[K, V]
+):
+    def copy(self) -> MultiDict[K, V]: ...
+    def __copy__(self) -> ImmutableMultiDict[K, V]: ...
+
+class ImmutableOrderedMultiDict(  # type: ignore
+    ImmutableMultiDictMixin[K, V], OrderedMultiDict[K, V]
+):
+    def _iter_hashitems(self) -> Iterator[Tuple[int, Tuple[K, V]]]: ...
+    def copy(self) -> OrderedMultiDict[K, V]: ...
+    def __copy__(self) -> ImmutableOrderedMultiDict[K, V]: ...
+
+class Accept(ImmutableList[Tuple[str, int]]):
+    provided: bool
+    def __init__(
+        self, values: Optional[Union[Accept, Iterable[Tuple[str, float]]]] = None
+    ) -> None: ...
+    def _specificity(self, value: str) -> Tuple[bool, ...]: ...
+    def _value_matches(self, value: str, item: str) -> bool: ...
+    @overload  # type: ignore
+    def __getitem__(self, key: str) -> int: ...
+    @overload
+    def __getitem__(self, key: int) -> Tuple[str, int]: ...
+    @overload
+    def __getitem__(self, key: slice) -> Iterable[Tuple[str, int]]: ...
+    def quality(self, key: str) -> int: ...
+    def __contains__(self, value: str) -> bool: ...  # type: ignore
+    def index(self, key: str) -> int: ...  # type: ignore
+    def find(self, key: str) -> int: ...
+    def values(self) -> Iterator[str]: ...
+    def to_header(self) -> str: ...
+    def _best_single_match(self, match: str) -> Optional[Tuple[str, int]]: ...
+    def best_match(
+        self, matches: Iterable[str], default: Optional[str] = None
+    ) -> Optional[str]: ...
+    @property
+    def best(self) -> str: ...
+
+def _normalize_mime(value: str) -> List[str]: ...
+
+class MIMEAccept(Accept):
+    def _specificity(self, value: str) -> Tuple[bool, ...]: ...
+    def _value_matches(self, value: str, item: str) -> bool: ...
+    @property
+    def accept_html(self) -> bool: ...
+    @property
+    def accept_xhtml(self) -> bool: ...
+    @property
+    def accept_json(self) -> bool: ...
+
+def _normalize_lang(value: str) -> List[str]: ...
+
+class LanguageAccept(Accept):
+    def _value_matches(self, value: str, item: str) -> bool: ...
+    def best_match(
+        self, matches: Iterable[str], default: Optional[str] = None
+    ) -> Optional[str]: ...
+
+class CharsetAccept(Accept):
+    def _value_matches(self, value: str, item: str) -> bool: ...
+
+_CPT = TypeVar("_CPT", str, int, bool)
+_OptCPT = Optional[_CPT]
+
+def cache_control_property(key: str, empty: _OptCPT, type: Type[_CPT]) -> property: ...
+
+class _CacheControl(UpdateDictMixin[str, _OptCPT], Dict[str, _OptCPT]):
+    provided: bool
+    def __init__(
+        self,
+        values: Union[Mapping[str, _OptCPT], Iterable[Tuple[str, _OptCPT]]] = (),
+        on_update: Optional[Callable[[_CacheControl], None]] = None,
+    ) -> None: ...
+    @property
+    def no_cache(self) -> Optional[bool]: ...
+    @no_cache.setter
+    def no_cache(self, value: Optional[bool]) -> None: ...
+    @no_cache.deleter
+    def no_cache(self) -> None: ...
+    @property
+    def no_store(self) -> Optional[bool]: ...
+    @no_store.setter
+    def no_store(self, value: Optional[bool]) -> None: ...
+    @no_store.deleter
+    def no_store(self) -> None: ...
+    @property
+    def max_age(self) -> Optional[int]: ...
+    @max_age.setter
+    def max_age(self, value: Optional[int]) -> None: ...
+    @max_age.deleter
+    def max_age(self) -> None: ...
+    @property
+    def no_transform(self) -> Optional[bool]: ...
+    @no_transform.setter
+    def no_transform(self, value: Optional[bool]) -> None: ...
+    @no_transform.deleter
+    def no_transform(self) -> None: ...
+    def _get_cache_value(self, key: str, empty: Optional[T], type: Type[T]) -> T: ...
+    def _set_cache_value(self, key: str, value: Optional[T], type: Type[T]) -> None: ...
+    def _del_cache_value(self, key: str) -> None: ...
+    def to_header(self) -> str: ...
+    @staticmethod
+    def cache_property(key: str, empty: _OptCPT, type: Type[_CPT]) -> property: ...
+
+class RequestCacheControl(ImmutableDictMixin[str, _OptCPT], _CacheControl):
+    @property
+    def max_stale(self) -> Optional[int]: ...
+    @max_stale.setter
+    def max_stale(self, value: Optional[int]) -> None: ...
+    @max_stale.deleter
+    def max_stale(self) -> None: ...
+    @property
+    def min_fresh(self) -> Optional[int]: ...
+    @min_fresh.setter
+    def min_fresh(self, value: Optional[int]) -> None: ...
+    @min_fresh.deleter
+    def min_fresh(self) -> None: ...
+    @property
+    def only_if_cached(self) -> Optional[bool]: ...
+    @only_if_cached.setter
+    def only_if_cached(self, value: Optional[bool]) -> None: ...
+    @only_if_cached.deleter
+    def only_if_cached(self) -> None: ...
+
+class ResponseCacheControl(_CacheControl):
+    @property
+    def public(self) -> Optional[bool]: ...
+    @public.setter
+    def public(self, value: Optional[bool]) -> None: ...
+    @public.deleter
+    def public(self) -> None: ...
+    @property
+    def private(self) -> Optional[bool]: ...
+    @private.setter
+    def private(self, value: Optional[bool]) -> None: ...
+    @private.deleter
+    def private(self) -> None: ...
+    @property
+    def must_revalidate(self) -> Optional[bool]: ...
+    @must_revalidate.setter
+    def must_revalidate(self, value: Optional[bool]) -> None: ...
+    @must_revalidate.deleter
+    def must_revalidate(self) -> None: ...
+    @property
+    def proxy_revalidate(self) -> Optional[bool]: ...
+    @proxy_revalidate.setter
+    def proxy_revalidate(self, value: Optional[bool]) -> None: ...
+    @proxy_revalidate.deleter
+    def proxy_revalidate(self) -> None: ...
+    @property
+    def s_maxage(self) -> Optional[int]: ...
+    @s_maxage.setter
+    def s_maxage(self, value: Optional[int]) -> None: ...
+    @s_maxage.deleter
+    def s_maxage(self) -> None: ...
+    @property
+    def immutable(self) -> Optional[bool]: ...
+    @immutable.setter
+    def immutable(self, value: Optional[bool]) -> None: ...
+    @immutable.deleter
+    def immutable(self) -> None: ...
+
+def csp_property(key: str) -> property: ...
+
+class ContentSecurityPolicy(UpdateDictMixin[str, str], Dict[str, str]):
+    @property
+    def base_uri(self) -> Optional[str]: ...
+    @base_uri.setter
+    def base_uri(self, value: Optional[str]) -> None: ...
+    @base_uri.deleter
+    def base_uri(self) -> None: ...
+    @property
+    def child_src(self) -> Optional[str]: ...
+    @child_src.setter
+    def child_src(self, value: Optional[str]) -> None: ...
+    @child_src.deleter
+    def child_src(self) -> None: ...
+    @property
+    def connect_src(self) -> Optional[str]: ...
+    @connect_src.setter
+    def connect_src(self, value: Optional[str]) -> None: ...
+    @connect_src.deleter
+    def connect_src(self) -> None: ...
+    @property
+    def default_src(self) -> Optional[str]: ...
+    @default_src.setter
+    def default_src(self, value: Optional[str]) -> None: ...
+    @default_src.deleter
+    def default_src(self) -> None: ...
+    @property
+    def font_src(self) -> Optional[str]: ...
+    @font_src.setter
+    def font_src(self, value: Optional[str]) -> None: ...
+    @font_src.deleter
+    def font_src(self) -> None: ...
+    @property
+    def form_action(self) -> Optional[str]: ...
+    @form_action.setter
+    def form_action(self, value: Optional[str]) -> None: ...
+    @form_action.deleter
+    def form_action(self) -> None: ...
+    @property
+    def frame_ancestors(self) -> Optional[str]: ...
+    @frame_ancestors.setter
+    def frame_ancestors(self, value: Optional[str]) -> None: ...
+    @frame_ancestors.deleter
+    def frame_ancestors(self) -> None: ...
+    @property
+    def frame_src(self) -> Optional[str]: ...
+    @frame_src.setter
+    def frame_src(self, value: Optional[str]) -> None: ...
+    @frame_src.deleter
+    def frame_src(self) -> None: ...
+    @property
+    def img_src(self) -> Optional[str]: ...
+    @img_src.setter
+    def img_src(self, value: Optional[str]) -> None: ...
+    @img_src.deleter
+    def img_src(self) -> None: ...
+    @property
+    def manifest_src(self) -> Optional[str]: ...
+    @manifest_src.setter
+    def manifest_src(self, value: Optional[str]) -> None: ...
+    @manifest_src.deleter
+    def manifest_src(self) -> None: ...
+    @property
+    def media_src(self) -> Optional[str]: ...
+    @media_src.setter
+    def media_src(self, value: Optional[str]) -> None: ...
+    @media_src.deleter
+    def media_src(self) -> None: ...
+    @property
+    def navigate_to(self) -> Optional[str]: ...
+    @navigate_to.setter
+    def navigate_to(self, value: Optional[str]) -> None: ...
+    @navigate_to.deleter
+    def navigate_to(self) -> None: ...
+    @property
+    def object_src(self) -> Optional[str]: ...
+    @object_src.setter
+    def object_src(self, value: Optional[str]) -> None: ...
+    @object_src.deleter
+    def object_src(self) -> None: ...
+    @property
+    def prefetch_src(self) -> Optional[str]: ...
+    @prefetch_src.setter
+    def prefetch_src(self, value: Optional[str]) -> None: ...
+    @prefetch_src.deleter
+    def prefetch_src(self) -> None: ...
+    @property
+    def plugin_types(self) -> Optional[str]: ...
+    @plugin_types.setter
+    def plugin_types(self, value: Optional[str]) -> None: ...
+    @plugin_types.deleter
+    def plugin_types(self) -> None: ...
+    @property
+    def report_to(self) -> Optional[str]: ...
+    @report_to.setter
+    def report_to(self, value: Optional[str]) -> None: ...
+    @report_to.deleter
+    def report_to(self) -> None: ...
+    @property
+    def report_uri(self) -> Optional[str]: ...
+    @report_uri.setter
+    def report_uri(self, value: Optional[str]) -> None: ...
+    @report_uri.deleter
+    def report_uri(self) -> None: ...
+    @property
+    def sandbox(self) -> Optional[str]: ...
+    @sandbox.setter
+    def sandbox(self, value: Optional[str]) -> None: ...
+    @sandbox.deleter
+    def sandbox(self) -> None: ...
+    @property
+    def script_src(self) -> Optional[str]: ...
+    @script_src.setter
+    def script_src(self, value: Optional[str]) -> None: ...
+    @script_src.deleter
+    def script_src(self) -> None: ...
+    @property
+    def script_src_attr(self) -> Optional[str]: ...
+    @script_src_attr.setter
+    def script_src_attr(self, value: Optional[str]) -> None: ...
+    @script_src_attr.deleter
+    def script_src_attr(self) -> None: ...
+    @property
+    def script_src_elem(self) -> Optional[str]: ...
+    @script_src_elem.setter
+    def script_src_elem(self, value: Optional[str]) -> None: ...
+    @script_src_elem.deleter
+    def script_src_elem(self) -> None: ...
+    @property
+    def style_src(self) -> Optional[str]: ...
+    @style_src.setter
+    def style_src(self, value: Optional[str]) -> None: ...
+    @style_src.deleter
+    def style_src(self) -> None: ...
+    @property
+    def style_src_attr(self) -> Optional[str]: ...
+    @style_src_attr.setter
+    def style_src_attr(self, value: Optional[str]) -> None: ...
+    @style_src_attr.deleter
+    def style_src_attr(self) -> None: ...
+    @property
+    def style_src_elem(self) -> Optional[str]: ...
+    @style_src_elem.setter
+    def style_src_elem(self, value: Optional[str]) -> None: ...
+    @style_src_elem.deleter
+    def style_src_elem(self) -> None: ...
+    @property
+    def worker_src(self) -> Optional[str]: ...
+    @worker_src.setter
+    def worker_src(self, value: Optional[str]) -> None: ...
+    @worker_src.deleter
+    def worker_src(self) -> None: ...
+    provided: bool
+    def __init__(
+        self,
+        values: Union[Mapping[str, str], Iterable[Tuple[str, str]]] = (),
+        on_update: Optional[Callable[[ContentSecurityPolicy], None]] = None,
+    ) -> None: ...
+    def _get_value(self, key: str) -> Optional[str]: ...
+    def _set_value(self, key: str, value: str) -> None: ...
+    def _del_value(self, key: str) -> None: ...
+    def to_header(self) -> str: ...
+
+class CallbackDict(UpdateDictMixin[K, V], Dict[K, V]):
+    def __init__(
+        self,
+        initial: Optional[Union[Mapping[K, V], Iterable[Tuple[K, V]]]] = None,
+        on_update: Optional[Callable[[_CD], None]] = None,
+    ) -> None: ...
+
+class HeaderSet(Set[str]):
+    _headers: List[str]
+    _set: Set[str]
+    on_update: Optional[Callable[[HeaderSet], None]]
+    def __init__(
+        self,
+        headers: Optional[Iterable[str]] = None,
+        on_update: Optional[Callable[[HeaderSet], None]] = None,
+    ) -> None: ...
+    def add(self, header: str) -> None: ...
+    def remove(self, header: str) -> None: ...
+    def update(self, iterable: Iterable[str]) -> None: ...  # type: ignore
+    def discard(self, header: str) -> None: ...
+    def find(self, header: str) -> int: ...
+    def index(self, header: str) -> int: ...
+    def clear(self) -> None: ...
+    def as_set(self, preserve_casing: bool = False) -> Set[str]: ...
+    def to_header(self) -> str: ...
+    def __getitem__(self, idx: int) -> str: ...
+    def __delitem__(self, idx: int) -> None: ...
+    def __setitem__(self, idx: int, value: str) -> None: ...
+    def __contains__(self, header: str) -> bool: ...  # type: ignore
+    def __len__(self) -> int: ...
+    def __iter__(self) -> Iterator[str]: ...
+
+class ETags(Collection[str]):
+    _strong: FrozenSet[str]
+    _weak: FrozenSet[str]
+    star_tag: bool
+    def __init__(
+        self,
+        strong_etags: Optional[Iterable[str]] = None,
+        weak_etags: Optional[Iterable[str]] = None,
+        star_tag: bool = False,
+    ) -> None: ...
+    def as_set(self, include_weak: bool = False) -> Set[str]: ...
+    def is_weak(self, etag: str) -> bool: ...
+    def is_strong(self, etag: str) -> bool: ...
+    def contains_weak(self, etag: str) -> bool: ...
+    def contains(self, etag: str) -> bool: ...
+    def contains_raw(self, etag: str) -> bool: ...
+    def to_header(self) -> str: ...
+    def __call__(
+        self,
+        etag: Optional[str] = None,
+        data: Optional[bytes] = None,
+        include_weak: bool = False,
+    ) -> bool: ...
+    def __len__(self) -> int: ...
+    def __iter__(self) -> Iterator[str]: ...
+    def __contains__(self, item: str) -> bool: ...  # type: ignore
+
+class IfRange:
+    etag: Optional[str]
+    date: Optional[datetime]
+    def __init__(
+        self, etag: Optional[str] = None, date: Optional[datetime] = None
+    ) -> None: ...
+    def to_header(self) -> str: ...
+
+class Range:
+    units: str
+    ranges: List[Tuple[int, Optional[int]]]
+    def __init__(self, units: str, ranges: List[Tuple[int, Optional[int]]]) -> None: ...
+    def range_for_length(self, length: Optional[int]) -> Optional[Tuple[int, int]]: ...
+    def make_content_range(self, length: Optional[int]) -> Optional[ContentRange]: ...
+    def to_header(self) -> str: ...
+    def to_content_range_header(self, length: Optional[int]) -> Optional[str]: ...
+
+def _callback_property(name: str) -> property: ...
+
+class ContentRange:
+    on_update: Optional[Callable[[ContentRange], None]]
+    def __init__(
+        self,
+        units: Optional[str],
+        start: Optional[int],
+        stop: Optional[int],
+        length: Optional[int] = None,
+        on_update: Optional[Callable[[ContentRange], None]] = None,
+    ) -> None: ...
+    @property
+    def units(self) -> Optional[str]: ...
+    @units.setter
+    def units(self, value: Optional[str]) -> None: ...
+    @property
+    def start(self) -> Optional[int]: ...
+    @start.setter
+    def start(self, value: Optional[int]) -> None: ...
+    @property
+    def stop(self) -> Optional[int]: ...
+    @stop.setter
+    def stop(self, value: Optional[int]) -> None: ...
+    @property
+    def length(self) -> Optional[int]: ...
+    @length.setter
+    def length(self, value: Optional[int]) -> None: ...
+    def set(
+        self,
+        start: Optional[int],
+        stop: Optional[int],
+        length: Optional[int] = None,
+        units: Optional[str] = "bytes",
+    ) -> None: ...
+    def unset(self) -> None: ...
+    def to_header(self) -> str: ...
+
+class Authorization(ImmutableDictMixin[str, str], Dict[str, str]):
+    type: str
+    def __init__(
+        self,
+        auth_type: str,
+        data: Optional[Union[Mapping[str, str], Iterable[Tuple[str, str]]]] = None,
+    ) -> None: ...
+    @property
+    def username(self) -> Optional[str]: ...
+    @property
+    def password(self) -> Optional[str]: ...
+    @property
+    def realm(self) -> Optional[str]: ...
+    @property
+    def nonce(self) -> Optional[str]: ...
+    @property
+    def uri(self) -> Optional[str]: ...
+    @property
+    def nc(self) -> Optional[str]: ...
+    @property
+    def cnonce(self) -> Optional[str]: ...
+    @property
+    def response(self) -> Optional[str]: ...
+    @property
+    def opaque(self) -> Optional[str]: ...
+    @property
+    def qop(self) -> Optional[str]: ...
+    def to_header(self) -> str: ...
+
+def auth_property(name: str, doc: Optional[str] = None) -> property: ...
+def _set_property(name: str, doc: Optional[str] = None) -> property: ...
+
+class WWWAuthenticate(UpdateDictMixin[str, str], Dict[str, str]):
+    _require_quoting: FrozenSet[str]
+    def __init__(
+        self,
+        auth_type: Optional[str] = None,
+        values: Optional[Union[Mapping[str, str], Iterable[Tuple[str, str]]]] = None,
+        on_update: Optional[Callable[[WWWAuthenticate], None]] = None,
+    ) -> None: ...
+    def set_basic(self, realm: str = ...) -> None: ...
+    def set_digest(
+        self,
+        realm: str,
+        nonce: str,
+        qop: Iterable[str] = ("auth",),
+        opaque: Optional[str] = None,
+        algorithm: Optional[str] = None,
+        stale: bool = False,
+    ) -> None: ...
+    def to_header(self) -> str: ...
+    @property
+    def type(self) -> Optional[str]: ...
+    @type.setter
+    def type(self, value: Optional[str]) -> None: ...
+    @property
+    def realm(self) -> Optional[str]: ...
+    @realm.setter
+    def realm(self, value: Optional[str]) -> None: ...
+    @property
+    def domain(self) -> HeaderSet: ...
+    @property
+    def nonce(self) -> Optional[str]: ...
+    @nonce.setter
+    def nonce(self, value: Optional[str]) -> None: ...
+    @property
+    def opaque(self) -> Optional[str]: ...
+    @opaque.setter
+    def opaque(self, value: Optional[str]) -> None: ...
+    @property
+    def algorithm(self) -> Optional[str]: ...
+    @algorithm.setter
+    def algorithm(self, value: Optional[str]) -> None: ...
+    @property
+    def qop(self) -> HeaderSet: ...
+    @property
+    def stale(self) -> Optional[bool]: ...
+    @stale.setter
+    def stale(self, value: Optional[bool]) -> None: ...
+    @staticmethod
+    def auth_property(name: str, doc: Optional[str] = None) -> property: ...
+
+class FileStorage:
+    name: Optional[str]
+    stream: IO[bytes]
+    filename: Optional[str]
+    headers: Headers
+    _parsed_content_type: Tuple[str, Dict[str, str]]
+    def __init__(
+        self,
+        stream: Optional[IO[bytes]] = None,
+        filename: Union[str, PathLike, None] = None,
+        name: Optional[str] = None,
+        content_type: Optional[str] = None,
+        content_length: Optional[int] = None,
+        headers: Optional[Headers] = None,
+    ) -> None: ...
+    def _parse_content_type(self) -> None: ...
+    @property
+    def content_type(self) -> str: ...
+    @property
+    def content_length(self) -> int: ...
+    @property
+    def mimetype(self) -> str: ...
+    @property
+    def mimetype_params(self) -> Dict[str, str]: ...
+    def save(
+        self, dst: Union[str, PathLike, IO[bytes]], buffer_size: int = ...
+    ) -> None: ...
+    def close(self) -> None: ...
+    def __bool__(self) -> bool: ...
+    def __getattr__(self, name: str) -> Any: ...
+    def __iter__(self) -> Iterator[bytes]: ...
+    def __repr__(self) -> str: ...
diff --git a/venv/lib/python3.8/site-packages/werkzeug/debug/__init__.py b/venv/lib/python3.8/site-packages/werkzeug/debug/__init__.py
new file mode 100644
index 0000000..e0dcc65
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/debug/__init__.py
@@ -0,0 +1,533 @@
+import getpass
+import hashlib
+import json
+import os
+import pkgutil
+import re
+import sys
+import time
+import typing as t
+import uuid
+from contextlib import ExitStack
+from contextlib import nullcontext
+from io import BytesIO
+from itertools import chain
+from os.path import basename
+from os.path import join
+from zlib import adler32
+
+from .._internal import _log
+from ..exceptions import NotFound
+from ..http import parse_cookie
+from ..security import gen_salt
+from ..utils import send_file
+from ..wrappers.request import Request
+from ..wrappers.response import Response
+from .console import Console
+from .tbtools import DebugFrameSummary
+from .tbtools import DebugTraceback
+from .tbtools import render_console_html
+
+if t.TYPE_CHECKING:
+    from _typeshed.wsgi import StartResponse
+    from _typeshed.wsgi import WSGIApplication
+    from _typeshed.wsgi import WSGIEnvironment
+
+# A week
+PIN_TIME = 60 * 60 * 24 * 7
+
+
+def hash_pin(pin: str) -> str:
+    return hashlib.sha1(f"{pin} added salt".encode("utf-8", "replace")).hexdigest()[:12]
+
+
+_machine_id: t.Optional[t.Union[str, bytes]] = None
+
+
+def get_machine_id() -> t.Optional[t.Union[str, bytes]]:
+    global _machine_id
+
+    if _machine_id is not None:
+        return _machine_id
+
+    def _generate() -> t.Optional[t.Union[str, bytes]]:
+        linux = b""
+
+        # machine-id is stable across boots, boot_id is not.
+        for filename in "/etc/machine-id", "/proc/sys/kernel/random/boot_id":
+            try:
+                with open(filename, "rb") as f:
+                    value = f.readline().strip()
+            except OSError:
+                continue
+
+            if value:
+                linux += value
+                break
+
+        # Containers share the same machine id, add some cgroup
+        # information. This is used outside containers too but should be
+        # relatively stable across boots.
+        try:
+            with open("/proc/self/cgroup", "rb") as f:
+                linux += f.readline().strip().rpartition(b"/")[2]
+        except OSError:
+            pass
+
+        if linux:
+            return linux
+
+        # On OS X, use ioreg to get the computer's serial number.
+        try:
+            # subprocess may not be available, e.g. Google App Engine
+            # https://github.com/pallets/werkzeug/issues/925
+            from subprocess import Popen, PIPE
+
+            dump = Popen(
+                ["ioreg", "-c", "IOPlatformExpertDevice", "-d", "2"], stdout=PIPE
+            ).communicate()[0]
+            match = re.search(b'"serial-number" = <([^>]+)', dump)
+
+            if match is not None:
+                return match.group(1)
+        except (OSError, ImportError):
+            pass
+
+        # On Windows, use winreg to get the machine guid.
+        if sys.platform == "win32":
+            import winreg
+
+            try:
+                with winreg.OpenKey(
+                    winreg.HKEY_LOCAL_MACHINE,
+                    "SOFTWARE\\Microsoft\\Cryptography",
+                    0,
+                    winreg.KEY_READ | winreg.KEY_WOW64_64KEY,
+                ) as rk:
+                    guid: t.Union[str, bytes]
+                    guid_type: int
+                    guid, guid_type = winreg.QueryValueEx(rk, "MachineGuid")
+
+                    if guid_type == winreg.REG_SZ:
+                        return guid.encode("utf-8")
+
+                    return guid
+            except OSError:
+                pass
+
+        return None
+
+    _machine_id = _generate()
+    return _machine_id
+
+
+class _ConsoleFrame:
+    """Helper class so that we can reuse the frame console code for the
+    standalone console.
+    """
+
+    def __init__(self, namespace: t.Dict[str, t.Any]):
+        self.console = Console(namespace)
+        self.id = 0
+
+    def eval(self, code: str) -> t.Any:
+        return self.console.eval(code)
+
+
+def get_pin_and_cookie_name(
+    app: "WSGIApplication",
+) -> t.Union[t.Tuple[str, str], t.Tuple[None, None]]:
+    """Given an application object this returns a semi-stable 9 digit pin
+    code and a random key.  The hope is that this is stable between
+    restarts to not make debugging particularly frustrating.  If the pin
+    was forcefully disabled this returns `None`.
+
+    Second item in the resulting tuple is the cookie name for remembering.
+    """
+    pin = os.environ.get("WERKZEUG_DEBUG_PIN")
+    rv = None
+    num = None
+
+    # Pin was explicitly disabled
+    if pin == "off":
+        return None, None
+
+    # Pin was provided explicitly
+    if pin is not None and pin.replace("-", "").isdecimal():
+        # If there are separators in the pin, return it directly
+        if "-" in pin:
+            rv = pin
+        else:
+            num = pin
+
+    modname = getattr(app, "__module__", t.cast(object, app).__class__.__module__)
+    username: t.Optional[str]
+
+    try:
+        # getuser imports the pwd module, which does not exist in Google
+        # App Engine. It may also raise a KeyError if the UID does not
+        # have a username, such as in Docker.
+        username = getpass.getuser()
+    except (ImportError, KeyError):
+        username = None
+
+    mod = sys.modules.get(modname)
+
+    # This information only exists to make the cookie unique on the
+    # computer, not as a security feature.
+    probably_public_bits = [
+        username,
+        modname,
+        getattr(app, "__name__", type(app).__name__),
+        getattr(mod, "__file__", None),
+    ]
+
+    # This information is here to make it harder for an attacker to
+    # guess the cookie name.  They are unlikely to be contained anywhere
+    # within the unauthenticated debug page.
+    private_bits = [str(uuid.getnode()), get_machine_id()]
+
+    h = hashlib.sha1()
+    for bit in chain(probably_public_bits, private_bits):
+        if not bit:
+            continue
+        if isinstance(bit, str):
+            bit = bit.encode("utf-8")
+        h.update(bit)
+    h.update(b"cookiesalt")
+
+    cookie_name = f"__wzd{h.hexdigest()[:20]}"
+
+    # If we need to generate a pin we salt it a bit more so that we don't
+    # end up with the same value and generate out 9 digits
+    if num is None:
+        h.update(b"pinsalt")
+        num = f"{int(h.hexdigest(), 16):09d}"[:9]
+
+    # Format the pincode in groups of digits for easier remembering if
+    # we don't have a result yet.
+    if rv is None:
+        for group_size in 5, 4, 3:
+            if len(num) % group_size == 0:
+                rv = "-".join(
+                    num[x : x + group_size].rjust(group_size, "0")
+                    for x in range(0, len(num), group_size)
+                )
+                break
+        else:
+            rv = num
+
+    return rv, cookie_name
+
+
+class DebuggedApplication:
+    """Enables debugging support for a given application::
+
+        from werkzeug.debug import DebuggedApplication
+        from myapp import app
+        app = DebuggedApplication(app, evalex=True)
+
+    The ``evalex`` argument allows evaluating expressions in any frame
+    of a traceback. This works by preserving each frame with its local
+    state. Some state, such as :doc:`local`, cannot be restored with the
+    frame by default. When ``evalex`` is enabled,
+    ``environ["werkzeug.debug.preserve_context"]`` will be a callable
+    that takes a context manager, and can be called multiple times.
+    Each context manager will be entered before evaluating code in the
+    frame, then exited again, so they can perform setup and cleanup for
+    each call.
+
+    :param app: the WSGI application to run debugged.
+    :param evalex: enable exception evaluation feature (interactive
+                   debugging).  This requires a non-forking server.
+    :param request_key: The key that points to the request object in this
+                        environment.  This parameter is ignored in current
+                        versions.
+    :param console_path: the URL for a general purpose console.
+    :param console_init_func: the function that is executed before starting
+                              the general purpose console.  The return value
+                              is used as initial namespace.
+    :param show_hidden_frames: by default hidden traceback frames are skipped.
+                               You can show them by setting this parameter
+                               to `True`.
+    :param pin_security: can be used to disable the pin based security system.
+    :param pin_logging: enables the logging of the pin system.
+
+    .. versionchanged:: 2.2
+        Added the ``werkzeug.debug.preserve_context`` environ key.
+    """
+
+    _pin: str
+    _pin_cookie: str
+
+    def __init__(
+        self,
+        app: "WSGIApplication",
+        evalex: bool = False,
+        request_key: str = "werkzeug.request",
+        console_path: str = "/console",
+        console_init_func: t.Optional[t.Callable[[], t.Dict[str, t.Any]]] = None,
+        show_hidden_frames: bool = False,
+        pin_security: bool = True,
+        pin_logging: bool = True,
+    ) -> None:
+        if not console_init_func:
+            console_init_func = None
+        self.app = app
+        self.evalex = evalex
+        self.frames: t.Dict[int, t.Union[DebugFrameSummary, _ConsoleFrame]] = {}
+        self.frame_contexts: t.Dict[int, t.List[t.ContextManager[None]]] = {}
+        self.request_key = request_key
+        self.console_path = console_path
+        self.console_init_func = console_init_func
+        self.show_hidden_frames = show_hidden_frames
+        self.secret = gen_salt(20)
+        self._failed_pin_auth = 0
+
+        self.pin_logging = pin_logging
+        if pin_security:
+            # Print out the pin for the debugger on standard out.
+            if os.environ.get("WERKZEUG_RUN_MAIN") == "true" and pin_logging:
+                _log("warning", " * Debugger is active!")
+                if self.pin is None:
+                    _log("warning", " * Debugger PIN disabled. DEBUGGER UNSECURED!")
+                else:
+                    _log("info", " * Debugger PIN: %s", self.pin)
+        else:
+            self.pin = None
+
+    @property
+    def pin(self) -> t.Optional[str]:
+        if not hasattr(self, "_pin"):
+            pin_cookie = get_pin_and_cookie_name(self.app)
+            self._pin, self._pin_cookie = pin_cookie  # type: ignore
+        return self._pin
+
+    @pin.setter
+    def pin(self, value: str) -> None:
+        self._pin = value
+
+    @property
+    def pin_cookie_name(self) -> str:
+        """The name of the pin cookie."""
+        if not hasattr(self, "_pin_cookie"):
+            pin_cookie = get_pin_and_cookie_name(self.app)
+            self._pin, self._pin_cookie = pin_cookie  # type: ignore
+        return self._pin_cookie
+
+    def debug_application(
+        self, environ: "WSGIEnvironment", start_response: "StartResponse"
+    ) -> t.Iterator[bytes]:
+        """Run the application and conserve the traceback frames."""
+        contexts: t.List[t.ContextManager[t.Any]] = []
+
+        if self.evalex:
+            environ["werkzeug.debug.preserve_context"] = contexts.append
+
+        app_iter = None
+        try:
+            app_iter = self.app(environ, start_response)
+            yield from app_iter
+            if hasattr(app_iter, "close"):
+                app_iter.close()  # type: ignore
+        except Exception as e:
+            if hasattr(app_iter, "close"):
+                app_iter.close()  # type: ignore
+
+            tb = DebugTraceback(e, skip=1, hide=not self.show_hidden_frames)
+
+            for frame in tb.all_frames:
+                self.frames[id(frame)] = frame
+                self.frame_contexts[id(frame)] = contexts
+
+            is_trusted = bool(self.check_pin_trust(environ))
+            html = tb.render_debugger_html(
+                evalex=self.evalex,
+                secret=self.secret,
+                evalex_trusted=is_trusted,
+            )
+            response = Response(html, status=500, mimetype="text/html")
+
+            try:
+                yield from response(environ, start_response)
+            except Exception:
+                # if we end up here there has been output but an error
+                # occurred.  in that situation we can do nothing fancy any
+                # more, better log something into the error log and fall
+                # back gracefully.
+                environ["wsgi.errors"].write(
+                    "Debugging middleware caught exception in streamed "
+                    "response at a point where response headers were already "
+                    "sent.\n"
+                )
+
+            environ["wsgi.errors"].write("".join(tb.render_traceback_text()))
+
+    def execute_command(  # type: ignore[return]
+        self,
+        request: Request,
+        command: str,
+        frame: t.Union[DebugFrameSummary, _ConsoleFrame],
+    ) -> Response:
+        """Execute a command in a console."""
+        contexts = self.frame_contexts.get(id(frame), [])
+
+        with ExitStack() as exit_stack:
+            for cm in contexts:
+                exit_stack.enter_context(cm)
+
+            return Response(frame.eval(command), mimetype="text/html")
+
+    def display_console(self, request: Request) -> Response:
+        """Display a standalone shell."""
+        if 0 not in self.frames:
+            if self.console_init_func is None:
+                ns = {}
+            else:
+                ns = dict(self.console_init_func())
+            ns.setdefault("app", self.app)
+            self.frames[0] = _ConsoleFrame(ns)
+        is_trusted = bool(self.check_pin_trust(request.environ))
+        return Response(
+            render_console_html(secret=self.secret, evalex_trusted=is_trusted),
+            mimetype="text/html",
+        )
+
+    def get_resource(self, request: Request, filename: str) -> Response:
+        """Return a static resource from the shared folder."""
+        path = join("shared", basename(filename))
+
+        try:
+            data = pkgutil.get_data(__package__, path)
+        except OSError:
+            return NotFound()  # type: ignore[return-value]
+        else:
+            if data is None:
+                return NotFound()  # type: ignore[return-value]
+
+            etag = str(adler32(data) & 0xFFFFFFFF)
+            return send_file(
+                BytesIO(data), request.environ, download_name=filename, etag=etag
+            )
+
+    def check_pin_trust(self, environ: "WSGIEnvironment") -> t.Optional[bool]:
+        """Checks if the request passed the pin test.  This returns `True` if the
+        request is trusted on a pin/cookie basis and returns `False` if not.
+        Additionally if the cookie's stored pin hash is wrong it will return
+        `None` so that appropriate action can be taken.
+        """
+        if self.pin is None:
+            return True
+        val = parse_cookie(environ).get(self.pin_cookie_name)
+        if not val or "|" not in val:
+            return False
+        ts_str, pin_hash = val.split("|", 1)
+
+        try:
+            ts = int(ts_str)
+        except ValueError:
+            return False
+
+        if pin_hash != hash_pin(self.pin):
+            return None
+        return (time.time() - PIN_TIME) < ts
+
+    def _fail_pin_auth(self) -> None:
+        time.sleep(5.0 if self._failed_pin_auth > 5 else 0.5)
+        self._failed_pin_auth += 1
+
+    def pin_auth(self, request: Request) -> Response:
+        """Authenticates with the pin."""
+        exhausted = False
+        auth = False
+        trust = self.check_pin_trust(request.environ)
+        pin = t.cast(str, self.pin)
+
+        # If the trust return value is `None` it means that the cookie is
+        # set but the stored pin hash value is bad.  This means that the
+        # pin was changed.  In this case we count a bad auth and unset the
+        # cookie.  This way it becomes harder to guess the cookie name
+        # instead of the pin as we still count up failures.
+        bad_cookie = False
+        if trust is None:
+            self._fail_pin_auth()
+            bad_cookie = True
+
+        # If we're trusted, we're authenticated.
+        elif trust:
+            auth = True
+
+        # If we failed too many times, then we're locked out.
+        elif self._failed_pin_auth > 10:
+            exhausted = True
+
+        # Otherwise go through pin based authentication
+        else:
+            entered_pin = request.args["pin"]
+
+            if entered_pin.strip().replace("-", "") == pin.replace("-", ""):
+                self._failed_pin_auth = 0
+                auth = True
+            else:
+                self._fail_pin_auth()
+
+        rv = Response(
+            json.dumps({"auth": auth, "exhausted": exhausted}),
+            mimetype="application/json",
+        )
+        if auth:
+            rv.set_cookie(
+                self.pin_cookie_name,
+                f"{int(time.time())}|{hash_pin(pin)}",
+                httponly=True,
+                samesite="Strict",
+                secure=request.is_secure,
+            )
+        elif bad_cookie:
+            rv.delete_cookie(self.pin_cookie_name)
+        return rv
+
+    def log_pin_request(self) -> Response:
+        """Log the pin if needed."""
+        if self.pin_logging and self.pin is not None:
+            _log(
+                "info", " * To enable the debugger you need to enter the security pin:"
+            )
+            _log("info", " * Debugger pin code: %s", self.pin)
+        return Response("")
+
+    def __call__(
+        self, environ: "WSGIEnvironment", start_response: "StartResponse"
+    ) -> t.Iterable[bytes]:
+        """Dispatch the requests."""
+        # important: don't ever access a function here that reads the incoming
+        # form data!  Otherwise the application won't have access to that data
+        # any more!
+        request = Request(environ)
+        response = self.debug_application
+        if request.args.get("__debugger__") == "yes":
+            cmd = request.args.get("cmd")
+            arg = request.args.get("f")
+            secret = request.args.get("s")
+            frame = self.frames.get(request.args.get("frm", type=int))  # type: ignore
+            if cmd == "resource" and arg:
+                response = self.get_resource(request, arg)  # type: ignore
+            elif cmd == "pinauth" and secret == self.secret:
+                response = self.pin_auth(request)  # type: ignore
+            elif cmd == "printpin" and secret == self.secret:
+                response = self.log_pin_request()  # type: ignore
+            elif (
+                self.evalex
+                and cmd is not None
+                and frame is not None
+                and self.secret == secret
+                and self.check_pin_trust(environ)
+            ):
+                response = self.execute_command(request, cmd, frame)  # type: ignore
+        elif (
+            self.evalex
+            and self.console_path is not None
+            and request.path == self.console_path
+        ):
+            response = self.display_console(request)  # type: ignore
+        return response(environ, start_response)
diff --git a/venv/lib/python3.8/site-packages/werkzeug/debug/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/werkzeug/debug/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/werkzeug/debug/__pycache__/tbtools.cpython-38.pyc b/venv/lib/python3.8/site-packages/werkzeug/debug/__pycache__/tbtools.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/werkzeug/debug/console.py b/venv/lib/python3.8/site-packages/werkzeug/debug/console.py
new file mode 100644
index 0000000..69974d1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/debug/console.py
@@ -0,0 +1,222 @@
+import code
+import sys
+import typing as t
+from contextvars import ContextVar
+from types import CodeType
+
+from markupsafe import escape
+
+from .repr import debug_repr
+from .repr import dump
+from .repr import helper
+
+if t.TYPE_CHECKING:
+    import codeop  # noqa: F401
+
+_stream: ContextVar["HTMLStringO"] = ContextVar("werkzeug.debug.console.stream")
+_ipy: ContextVar = ContextVar("werkzeug.debug.console.ipy")
+
+
+class HTMLStringO:
+    """A StringO version that HTML escapes on write."""
+
+    def __init__(self) -> None:
+        self._buffer: t.List[str] = []
+
+    def isatty(self) -> bool:
+        return False
+
+    def close(self) -> None:
+        pass
+
+    def flush(self) -> None:
+        pass
+
+    def seek(self, n: int, mode: int = 0) -> None:
+        pass
+
+    def readline(self) -> str:
+        if len(self._buffer) == 0:
+            return ""
+        ret = self._buffer[0]
+        del self._buffer[0]
+        return ret
+
+    def reset(self) -> str:
+        val = "".join(self._buffer)
+        del self._buffer[:]
+        return val
+
+    def _write(self, x: str) -> None:
+        if isinstance(x, bytes):
+            x = x.decode("utf-8", "replace")
+        self._buffer.append(x)
+
+    def write(self, x: str) -> None:
+        self._write(escape(x))
+
+    def writelines(self, x: t.Iterable[str]) -> None:
+        self._write(escape("".join(x)))
+
+
+class ThreadedStream:
+    """Thread-local wrapper for sys.stdout for the interactive console."""
+
+    @staticmethod
+    def push() -> None:
+        if not isinstance(sys.stdout, ThreadedStream):
+            sys.stdout = t.cast(t.TextIO, ThreadedStream())
+
+        _stream.set(HTMLStringO())
+
+    @staticmethod
+    def fetch() -> str:
+        try:
+            stream = _stream.get()
+        except LookupError:
+            return ""
+
+        return stream.reset()
+
+    @staticmethod
+    def displayhook(obj: object) -> None:
+        try:
+            stream = _stream.get()
+        except LookupError:
+            return _displayhook(obj)  # type: ignore
+
+        # stream._write bypasses escaping as debug_repr is
+        # already generating HTML for us.
+        if obj is not None:
+            _ipy.get().locals["_"] = obj
+            stream._write(debug_repr(obj))
+
+    def __setattr__(self, name: str, value: t.Any) -> None:
+        raise AttributeError(f"read only attribute {name}")
+
+    def __dir__(self) -> t.List[str]:
+        return dir(sys.__stdout__)
+
+    def __getattribute__(self, name: str) -> t.Any:
+        try:
+            stream = _stream.get()
+        except LookupError:
+            stream = sys.__stdout__  # type: ignore[assignment]
+
+        return getattr(stream, name)
+
+    def __repr__(self) -> str:
+        return repr(sys.__stdout__)
+
+
+# add the threaded stream as display hook
+_displayhook = sys.displayhook
+sys.displayhook = ThreadedStream.displayhook
+
+
+class _ConsoleLoader:
+    def __init__(self) -> None:
+        self._storage: t.Dict[int, str] = {}
+
+    def register(self, code: CodeType, source: str) -> None:
+        self._storage[id(code)] = source
+        # register code objects of wrapped functions too.
+        for var in code.co_consts:
+            if isinstance(var, CodeType):
+                self._storage[id(var)] = source
+
+    def get_source_by_code(self, code: CodeType) -> t.Optional[str]:
+        try:
+            return self._storage[id(code)]
+        except KeyError:
+            return None
+
+
+class _InteractiveConsole(code.InteractiveInterpreter):
+    locals: t.Dict[str, t.Any]
+
+    def __init__(self, globals: t.Dict[str, t.Any], locals: t.Dict[str, t.Any]) -> None:
+        self.loader = _ConsoleLoader()
+        locals = {
+            **globals,
+            **locals,
+            "dump": dump,
+            "help": helper,
+            "__loader__": self.loader,
+        }
+        super().__init__(locals)
+        original_compile = self.compile
+
+        def compile(source: str, filename: str, symbol: str) -> t.Optional[CodeType]:
+            code = original_compile(source, filename, symbol)
+
+            if code is not None:
+                self.loader.register(code, source)
+
+            return code
+
+        self.compile = compile  # type: ignore[assignment]
+        self.more = False
+        self.buffer: t.List[str] = []
+
+    def runsource(self, source: str, **kwargs: t.Any) -> str:  # type: ignore
+        source = f"{source.rstrip()}\n"
+        ThreadedStream.push()
+        prompt = "... " if self.more else ">>> "
+        try:
+            source_to_eval = "".join(self.buffer + [source])
+            if super().runsource(source_to_eval, "<debugger>", "single"):
+                self.more = True
+                self.buffer.append(source)
+            else:
+                self.more = False
+                del self.buffer[:]
+        finally:
+            output = ThreadedStream.fetch()
+        return f"{prompt}{escape(source)}{output}"
+
+    def runcode(self, code: CodeType) -> None:
+        try:
+            exec(code, self.locals)
+        except Exception:
+            self.showtraceback()
+
+    def showtraceback(self) -> None:
+        from .tbtools import DebugTraceback
+
+        exc = t.cast(BaseException, sys.exc_info()[1])
+        te = DebugTraceback(exc, skip=1)
+        sys.stdout._write(te.render_traceback_html())  # type: ignore
+
+    def showsyntaxerror(self, filename: t.Optional[str] = None) -> None:
+        from .tbtools import DebugTraceback
+
+        exc = t.cast(BaseException, sys.exc_info()[1])
+        te = DebugTraceback(exc, skip=4)
+        sys.stdout._write(te.render_traceback_html())  # type: ignore
+
+    def write(self, data: str) -> None:
+        sys.stdout.write(data)
+
+
+class Console:
+    """An interactive console."""
+
+    def __init__(
+        self,
+        globals: t.Optional[t.Dict[str, t.Any]] = None,
+        locals: t.Optional[t.Dict[str, t.Any]] = None,
+    ) -> None:
+        if locals is None:
+            locals = {}
+        if globals is None:
+            globals = {}
+        self._ipy = _InteractiveConsole(globals, locals)
+
+    def eval(self, code: str) -> str:
+        _ipy.set(self._ipy)
+        old_sys_stdout = sys.stdout
+        try:
+            return self._ipy.runsource(code)
+        finally:
+            sys.stdout = old_sys_stdout
diff --git a/venv/lib/python3.8/site-packages/werkzeug/debug/repr.py b/venv/lib/python3.8/site-packages/werkzeug/debug/repr.py
new file mode 100644
index 0000000..c0872f1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/debug/repr.py
@@ -0,0 +1,285 @@
+"""Object representations for debugging purposes. Unlike the default
+repr, these expose more information and produce HTML instead of ASCII.
+
+Together with the CSS and JavaScript of the debugger this gives a
+colorful and more compact output.
+"""
+import codecs
+import re
+import sys
+import typing as t
+from collections import deque
+from traceback import format_exception_only
+
+from markupsafe import escape
+
+missing = object()
+_paragraph_re = re.compile(r"(?:\r\n|\r|\n){2,}")
+RegexType = type(_paragraph_re)
+
+HELP_HTML = """\
+<div class=box>
+  <h3>%(title)s</h3>
+  <pre class=help>%(text)s</pre>
+</div>\
+"""
+OBJECT_DUMP_HTML = """\
+<div class=box>
+  <h3>%(title)s</h3>
+  %(repr)s
+  <table>%(items)s</table>
+</div>\
+"""
+
+
+def debug_repr(obj: object) -> str:
+    """Creates a debug repr of an object as HTML string."""
+    return DebugReprGenerator().repr(obj)
+
+
+def dump(obj: object = missing) -> None:
+    """Print the object details to stdout._write (for the interactive
+    console of the web debugger.
+    """
+    gen = DebugReprGenerator()
+    if obj is missing:
+        rv = gen.dump_locals(sys._getframe(1).f_locals)
+    else:
+        rv = gen.dump_object(obj)
+    sys.stdout._write(rv)  # type: ignore
+
+
+class _Helper:
+    """Displays an HTML version of the normal help, for the interactive
+    debugger only because it requires a patched sys.stdout.
+    """
+
+    def __repr__(self) -> str:
+        return "Type help(object) for help about object."
+
+    def __call__(self, topic: t.Optional[t.Any] = None) -> None:
+        if topic is None:
+            sys.stdout._write(f"<span class=help>{self!r}</span>")  # type: ignore
+            return
+        import pydoc
+
+        pydoc.help(topic)
+        rv = sys.stdout.reset()  # type: ignore
+        if isinstance(rv, bytes):
+            rv = rv.decode("utf-8", "ignore")
+        paragraphs = _paragraph_re.split(rv)
+        if len(paragraphs) > 1:
+            title = paragraphs[0]
+            text = "\n\n".join(paragraphs[1:])
+        else:
+            title = "Help"
+            text = paragraphs[0]
+        sys.stdout._write(HELP_HTML % {"title": title, "text": text})  # type: ignore
+
+
+helper = _Helper()
+
+
+def _add_subclass_info(
+    inner: str, obj: object, base: t.Union[t.Type, t.Tuple[t.Type, ...]]
+) -> str:
+    if isinstance(base, tuple):
+        for cls in base:
+            if type(obj) is cls:
+                return inner
+    elif type(obj) is base:
+        return inner
+    module = ""
+    if obj.__class__.__module__ not in ("__builtin__", "exceptions"):
+        module = f'<span class="module">{obj.__class__.__module__}.</span>'
+    return f"{module}{type(obj).__name__}({inner})"
+
+
+def _sequence_repr_maker(
+    left: str, right: str, base: t.Type, limit: int = 8
+) -> t.Callable[["DebugReprGenerator", t.Iterable, bool], str]:
+    def proxy(self: "DebugReprGenerator", obj: t.Iterable, recursive: bool) -> str:
+        if recursive:
+            return _add_subclass_info(f"{left}...{right}", obj, base)
+        buf = [left]
+        have_extended_section = False
+        for idx, item in enumerate(obj):
+            if idx:
+                buf.append(", ")
+            if idx == limit:
+                buf.append('<span class="extended">')
+                have_extended_section = True
+            buf.append(self.repr(item))
+        if have_extended_section:
+            buf.append("</span>")
+        buf.append(right)
+        return _add_subclass_info("".join(buf), obj, base)
+
+    return proxy
+
+
+class DebugReprGenerator:
+    def __init__(self) -> None:
+        self._stack: t.List[t.Any] = []
+
+    list_repr = _sequence_repr_maker("[", "]", list)
+    tuple_repr = _sequence_repr_maker("(", ")", tuple)
+    set_repr = _sequence_repr_maker("set([", "])", set)
+    frozenset_repr = _sequence_repr_maker("frozenset([", "])", frozenset)
+    deque_repr = _sequence_repr_maker(
+        '<span class="module">collections.</span>deque([', "])", deque
+    )
+
+    def regex_repr(self, obj: t.Pattern) -> str:
+        pattern = repr(obj.pattern)
+        pattern = codecs.decode(pattern, "unicode-escape", "ignore")  # type: ignore
+        pattern = f"r{pattern}"
+        return f're.compile(<span class="string regex">{pattern}</span>)'
+
+    def string_repr(self, obj: t.Union[str, bytes], limit: int = 70) -> str:
+        buf = ['<span class="string">']
+        r = repr(obj)
+
+        # shorten the repr when the hidden part would be at least 3 chars
+        if len(r) - limit > 2:
+            buf.extend(
+                (
+                    escape(r[:limit]),
+                    '<span class="extended">',
+                    escape(r[limit:]),
+                    "</span>",
+                )
+            )
+        else:
+            buf.append(escape(r))
+
+        buf.append("</span>")
+        out = "".join(buf)
+
+        # if the repr looks like a standard string, add subclass info if needed
+        if r[0] in "'\"" or (r[0] == "b" and r[1] in "'\""):
+            return _add_subclass_info(out, obj, (bytes, str))
+
+        # otherwise, assume the repr distinguishes the subclass already
+        return out
+
+    def dict_repr(
+        self,
+        d: t.Union[t.Dict[int, None], t.Dict[str, int], t.Dict[t.Union[str, int], int]],
+        recursive: bool,
+        limit: int = 5,
+    ) -> str:
+        if recursive:
+            return _add_subclass_info("{...}", d, dict)
+        buf = ["{"]
+        have_extended_section = False
+        for idx, (key, value) in enumerate(d.items()):
+            if idx:
+                buf.append(", ")
+            if idx == limit - 1:
+                buf.append('<span class="extended">')
+                have_extended_section = True
+            buf.append(
+                f'<span class="pair"><span class="key">{self.repr(key)}</span>:'
+                f' <span class="value">{self.repr(value)}</span></span>'
+            )
+        if have_extended_section:
+            buf.append("</span>")
+        buf.append("}")
+        return _add_subclass_info("".join(buf), d, dict)
+
+    def object_repr(
+        self, obj: t.Optional[t.Union[t.Type[dict], t.Callable, t.Type[list]]]
+    ) -> str:
+        r = repr(obj)
+        return f'<span class="object">{escape(r)}</span>'
+
+    def dispatch_repr(self, obj: t.Any, recursive: bool) -> str:
+        if obj is helper:
+            return f'<span class="help">{helper!r}</span>'
+        if isinstance(obj, (int, float, complex)):
+            return f'<span class="number">{obj!r}</span>'
+        if isinstance(obj, str) or isinstance(obj, bytes):
+            return self.string_repr(obj)
+        if isinstance(obj, RegexType):
+            return self.regex_repr(obj)
+        if isinstance(obj, list):
+            return self.list_repr(obj, recursive)
+        if isinstance(obj, tuple):
+            return self.tuple_repr(obj, recursive)
+        if isinstance(obj, set):
+            return self.set_repr(obj, recursive)
+        if isinstance(obj, frozenset):
+            return self.frozenset_repr(obj, recursive)
+        if isinstance(obj, dict):
+            return self.dict_repr(obj, recursive)
+        if isinstance(obj, deque):
+            return self.deque_repr(obj, recursive)
+        return self.object_repr(obj)
+
+    def fallback_repr(self) -> str:
+        try:
+            info = "".join(format_exception_only(*sys.exc_info()[:2]))
+        except Exception:
+            info = "?"
+        return (
+            '<span class="brokenrepr">'
+            f"&lt;broken repr ({escape(info.strip())})&gt;</span>"
+        )
+
+    def repr(self, obj: object) -> str:
+        recursive = False
+        for item in self._stack:
+            if item is obj:
+                recursive = True
+                break
+        self._stack.append(obj)
+        try:
+            try:
+                return self.dispatch_repr(obj, recursive)
+            except Exception:
+                return self.fallback_repr()
+        finally:
+            self._stack.pop()
+
+    def dump_object(self, obj: object) -> str:
+        repr = None
+        items: t.Optional[t.List[t.Tuple[str, str]]] = None
+
+        if isinstance(obj, dict):
+            title = "Contents of"
+            items = []
+            for key, value in obj.items():
+                if not isinstance(key, str):
+                    items = None
+                    break
+                items.append((key, self.repr(value)))
+        if items is None:
+            items = []
+            repr = self.repr(obj)
+            for key in dir(obj):
+                try:
+                    items.append((key, self.repr(getattr(obj, key))))
+                except Exception:
+                    pass
+            title = "Details for"
+        title += f" {object.__repr__(obj)[1:-1]}"
+        return self.render_object_dump(items, title, repr)
+
+    def dump_locals(self, d: t.Dict[str, t.Any]) -> str:
+        items = [(key, self.repr(value)) for key, value in d.items()]
+        return self.render_object_dump(items, "Local variables in frame")
+
+    def render_object_dump(
+        self, items: t.List[t.Tuple[str, str]], title: str, repr: t.Optional[str] = None
+    ) -> str:
+        html_items = []
+        for key, value in items:
+            html_items.append(f"<tr><th>{escape(key)}<td><pre class=repr>{value}</pre>")
+        if not html_items:
+            html_items.append("<tr><td><em>Nothing</em>")
+        return OBJECT_DUMP_HTML % {
+            "title": escape(title),
+            "repr": f"<pre class=repr>{repr if repr else ''}</pre>",
+            "items": "\n".join(html_items),
+        }
diff --git a/venv/lib/python3.8/site-packages/werkzeug/debug/shared/ICON_LICENSE.md b/venv/lib/python3.8/site-packages/werkzeug/debug/shared/ICON_LICENSE.md
new file mode 120000
index 0000000..14e65cc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/debug/shared/ICON_LICENSE.md
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/0e/10/3a/6358149792707e0d0d14df518f8556213b7cb54c7422f7467f4bb1f7eb
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/werkzeug/debug/shared/console.png b/venv/lib/python3.8/site-packages/werkzeug/debug/shared/console.png
new file mode 120000
index 0000000..6ca191c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/debug/shared/console.png
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/6f/16/b1/e915d796f3a28ff29eaaf48d5f4a2325ff3761b9d9ee6cbedc6c7dc360
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/werkzeug/debug/shared/debugger.js b/venv/lib/python3.8/site-packages/werkzeug/debug/shared/debugger.js
new file mode 120000
index 0000000..40394f7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/debug/shared/debugger.js
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/b6/0e/36/499b35495998599fbf163e442cae7e14b1e718d42b7a2d0ad81cbc070f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/werkzeug/debug/shared/less.png b/venv/lib/python3.8/site-packages/werkzeug/debug/shared/less.png
new file mode 120000
index 0000000..0f407aa
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/debug/shared/less.png
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fb/8f/a4/35169725238d54b6a1ad0294c4cc171a6f51e0e9d9f52c431a91e5211e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/werkzeug/debug/shared/more.png b/venv/lib/python3.8/site-packages/werkzeug/debug/shared/more.png
new file mode 120000
index 0000000..f174292
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/debug/shared/more.png
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1a/78/0d/ec28a81d0a15e7cac7ea88e79188bc73fa840f60246b914ee545eb45e6
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/werkzeug/debug/shared/style.css b/venv/lib/python3.8/site-packages/werkzeug/debug/shared/style.css
new file mode 120000
index 0000000..d26c8b3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/debug/shared/style.css
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fb/14/b1/cd41191b0fc8aa50d1e626718ad365f0b4148c133efd8e1402f5d51fc8
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/werkzeug/debug/tbtools.py b/venv/lib/python3.8/site-packages/werkzeug/debug/tbtools.py
new file mode 100644
index 0000000..ea90de9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/debug/tbtools.py
@@ -0,0 +1,435 @@
+import itertools
+import linecache
+import os
+import re
+import sys
+import sysconfig
+import traceback
+import typing as t
+
+from markupsafe import escape
+
+from ..utils import cached_property
+from .console import Console
+
+HEADER = """\
+<!doctype html>
+<html lang=en>
+  <head>
+    <title>%(title)s // Werkzeug Debugger</title>
+    <link rel="stylesheet" href="?__debugger__=yes&amp;cmd=resource&amp;f=style.css">
+    <link rel="shortcut icon"
+        href="?__debugger__=yes&amp;cmd=resource&amp;f=console.png">
+    <script src="?__debugger__=yes&amp;cmd=resource&amp;f=debugger.js"></script>
+    <script>
+      var CONSOLE_MODE = %(console)s,
+          EVALEX = %(evalex)s,
+          EVALEX_TRUSTED = %(evalex_trusted)s,
+          SECRET = "%(secret)s";
+    </script>
+  </head>
+  <body style="background-color: #fff">
+    <div class="debugger">
+"""
+
+FOOTER = """\
+      <div class="footer">
+        Brought to you by <strong class="arthur">DON'T PANIC</strong>, your
+        friendly Werkzeug powered traceback interpreter.
+      </div>
+    </div>
+
+    <div class="pin-prompt">
+      <div class="inner">
+        <h3>Console Locked</h3>
+        <p>
+          The console is locked and needs to be unlocked by entering the PIN.
+          You can find the PIN printed out on the standard output of your
+          shell that runs the server.
+        <form>
+          <p>PIN:
+            <input type=text name=pin size=14>
+            <input type=submit name=btn value="Confirm Pin">
+        </form>
+      </div>
+    </div>
+  </body>
+</html>
+"""
+
+PAGE_HTML = (
+    HEADER
+    + """\
+<h1>%(exception_type)s</h1>
+<div class="detail">
+  <p class="errormsg">%(exception)s</p>
+</div>
+<h2 class="traceback">Traceback <em>(most recent call last)</em></h2>
+%(summary)s
+<div class="plain">
+    <p>
+      This is the Copy/Paste friendly version of the traceback.
+    </p>
+    <textarea cols="50" rows="10" name="code" readonly>%(plaintext)s</textarea>
+</div>
+<div class="explanation">
+  The debugger caught an exception in your WSGI application.  You can now
+  look at the traceback which led to the error.  <span class="nojavascript">
+  If you enable JavaScript you can also use additional features such as code
+  execution (if the evalex feature is enabled), automatic pasting of the
+  exceptions and much more.</span>
+</div>
+"""
+    + FOOTER
+    + """
+<!--
+
+%(plaintext_cs)s
+
+-->
+"""
+)
+
+CONSOLE_HTML = (
+    HEADER
+    + """\
+<h1>Interactive Console</h1>
+<div class="explanation">
+In this console you can execute Python expressions in the context of the
+application.  The initial namespace was created by the debugger automatically.
+</div>
+<div class="console"><div class="inner">The Console requires JavaScript.</div></div>
+"""
+    + FOOTER
+)
+
+SUMMARY_HTML = """\
+<div class="%(classes)s">
+  %(title)s
+  <ul>%(frames)s</ul>
+  %(description)s
+</div>
+"""
+
+FRAME_HTML = """\
+<div class="frame" id="frame-%(id)d">
+  <h4>File <cite class="filename">"%(filename)s"</cite>,
+      line <em class="line">%(lineno)s</em>,
+      in <code class="function">%(function_name)s</code></h4>
+  <div class="source %(library)s">%(lines)s</div>
+</div>
+"""
+
+
+def _process_traceback(
+    exc: BaseException,
+    te: t.Optional[traceback.TracebackException] = None,
+    *,
+    skip: int = 0,
+    hide: bool = True,
+) -> traceback.TracebackException:
+    if te is None:
+        te = traceback.TracebackException.from_exception(exc, lookup_lines=False)
+
+    # Get the frames the same way StackSummary.extract did, in order
+    # to match each frame with the FrameSummary to augment.
+    frame_gen = traceback.walk_tb(exc.__traceback__)
+    limit = getattr(sys, "tracebacklimit", None)
+
+    if limit is not None:
+        if limit < 0:
+            limit = 0
+
+        frame_gen = itertools.islice(frame_gen, limit)
+
+    if skip:
+        frame_gen = itertools.islice(frame_gen, skip, None)
+        del te.stack[:skip]
+
+    new_stack: t.List[DebugFrameSummary] = []
+    hidden = False
+
+    # Match each frame with the FrameSummary that was generated.
+    # Hide frames using Paste's __traceback_hide__ rules. Replace
+    # all visible FrameSummary with DebugFrameSummary.
+    for (f, _), fs in zip(frame_gen, te.stack):
+        if hide:
+            hide_value = f.f_locals.get("__traceback_hide__", False)
+
+            if hide_value in {"before", "before_and_this"}:
+                new_stack = []
+                hidden = False
+
+                if hide_value == "before_and_this":
+                    continue
+            elif hide_value in {"reset", "reset_and_this"}:
+                hidden = False
+
+                if hide_value == "reset_and_this":
+                    continue
+            elif hide_value in {"after", "after_and_this"}:
+                hidden = True
+
+                if hide_value == "after_and_this":
+                    continue
+            elif hide_value or hidden:
+                continue
+
+        frame_args: t.Dict[str, t.Any] = {
+            "filename": fs.filename,
+            "lineno": fs.lineno,
+            "name": fs.name,
+            "locals": f.f_locals,
+            "globals": f.f_globals,
+        }
+
+        if hasattr(fs, "colno"):
+            frame_args["colno"] = fs.colno  # type: ignore[attr-defined]
+            frame_args["end_colno"] = fs.end_colno  # type: ignore[attr-defined]
+
+        new_stack.append(DebugFrameSummary(**frame_args))
+
+    # The codeop module is used to compile code from the interactive
+    # debugger. Hide any codeop frames from the bottom of the traceback.
+    while new_stack:
+        module = new_stack[0].global_ns.get("__name__")
+
+        if module is None:
+            module = new_stack[0].local_ns.get("__name__")
+
+        if module == "codeop":
+            del new_stack[0]
+        else:
+            break
+
+    te.stack[:] = new_stack
+
+    if te.__context__:
+        context_exc = t.cast(BaseException, exc.__context__)
+        te.__context__ = _process_traceback(context_exc, te.__context__, hide=hide)
+
+    if te.__cause__:
+        cause_exc = t.cast(BaseException, exc.__cause__)
+        te.__cause__ = _process_traceback(cause_exc, te.__cause__, hide=hide)
+
+    return te
+
+
+class DebugTraceback:
+    __slots__ = ("_te", "_cache_all_tracebacks", "_cache_all_frames")
+
+    def __init__(
+        self,
+        exc: BaseException,
+        te: t.Optional[traceback.TracebackException] = None,
+        *,
+        skip: int = 0,
+        hide: bool = True,
+    ) -> None:
+        self._te = _process_traceback(exc, te, skip=skip, hide=hide)
+
+    def __str__(self) -> str:
+        return f"<{type(self).__name__} {self._te}>"
+
+    @cached_property
+    def all_tracebacks(
+        self,
+    ) -> t.List[t.Tuple[t.Optional[str], traceback.TracebackException]]:
+        out = []
+        current = self._te
+
+        while current is not None:
+            if current.__cause__ is not None:
+                chained_msg = (
+                    "The above exception was the direct cause of the"
+                    " following exception"
+                )
+                chained_exc = current.__cause__
+            elif current.__context__ is not None and not current.__suppress_context__:
+                chained_msg = (
+                    "During handling of the above exception, another"
+                    " exception occurred"
+                )
+                chained_exc = current.__context__
+            else:
+                chained_msg = None
+                chained_exc = None
+
+            out.append((chained_msg, current))
+            current = chained_exc
+
+        return out
+
+    @cached_property
+    def all_frames(self) -> t.List["DebugFrameSummary"]:
+        return [
+            f for _, te in self.all_tracebacks for f in te.stack  # type: ignore[misc]
+        ]
+
+    def render_traceback_text(self) -> str:
+        return "".join(self._te.format())
+
+    def render_traceback_html(self, include_title: bool = True) -> str:
+        library_frames = [f.is_library for f in self.all_frames]
+        mark_library = 0 < sum(library_frames) < len(library_frames)
+        rows = []
+
+        if not library_frames:
+            classes = "traceback noframe-traceback"
+        else:
+            classes = "traceback"
+
+            for msg, current in reversed(self.all_tracebacks):
+                row_parts = []
+
+                if msg is not None:
+                    row_parts.append(f'<li><div class="exc-divider">{msg}:</div>')
+
+                for frame in current.stack:
+                    frame = t.cast(DebugFrameSummary, frame)
+                    info = f' title="{escape(frame.info)}"' if frame.info else ""
+                    row_parts.append(f"<li{info}>{frame.render_html(mark_library)}")
+
+                rows.append("\n".join(row_parts))
+
+        is_syntax_error = issubclass(self._te.exc_type, SyntaxError)
+
+        if include_title:
+            if is_syntax_error:
+                title = "Syntax Error"
+            else:
+                title = "Traceback <em>(most recent call last)</em>:"
+        else:
+            title = ""
+
+        exc_full = escape("".join(self._te.format_exception_only()))
+
+        if is_syntax_error:
+            description = f"<pre class=syntaxerror>{exc_full}</pre>"
+        else:
+            description = f"<blockquote>{exc_full}</blockquote>"
+
+        return SUMMARY_HTML % {
+            "classes": classes,
+            "title": f"<h3>{title}</h3>",
+            "frames": "\n".join(rows),
+            "description": description,
+        }
+
+    def render_debugger_html(
+        self, evalex: bool, secret: str, evalex_trusted: bool
+    ) -> str:
+        exc_lines = list(self._te.format_exception_only())
+        plaintext = "".join(self._te.format())
+        return PAGE_HTML % {
+            "evalex": "true" if evalex else "false",
+            "evalex_trusted": "true" if evalex_trusted else "false",
+            "console": "false",
+            "title": exc_lines[0],
+            "exception": escape("".join(exc_lines)),
+            "exception_type": escape(self._te.exc_type.__name__),
+            "summary": self.render_traceback_html(include_title=False),
+            "plaintext": escape(plaintext),
+            "plaintext_cs": re.sub("-{2,}", "-", plaintext),
+            "secret": secret,
+        }
+
+
+class DebugFrameSummary(traceback.FrameSummary):
+    """A :class:`traceback.FrameSummary` that can evaluate code in the
+    frame's namespace.
+    """
+
+    __slots__ = (
+        "local_ns",
+        "global_ns",
+        "_cache_info",
+        "_cache_is_library",
+        "_cache_console",
+    )
+
+    def __init__(
+        self,
+        *,
+        locals: t.Dict[str, t.Any],
+        globals: t.Dict[str, t.Any],
+        **kwargs: t.Any,
+    ) -> None:
+        super().__init__(locals=None, **kwargs)
+        self.local_ns = locals
+        self.global_ns = globals
+
+    @cached_property
+    def info(self) -> t.Optional[str]:
+        return self.local_ns.get("__traceback_info__")
+
+    @cached_property
+    def is_library(self) -> bool:
+        return any(
+            self.filename.startswith((path, os.path.realpath(path)))
+            for path in sysconfig.get_paths().values()
+        )
+
+    @cached_property
+    def console(self) -> Console:
+        return Console(self.global_ns, self.local_ns)
+
+    def eval(self, code: str) -> t.Any:
+        return self.console.eval(code)
+
+    def render_html(self, mark_library: bool) -> str:
+        context = 5
+        lines = linecache.getlines(self.filename)
+        line_idx = self.lineno - 1  # type: ignore[operator]
+        start_idx = max(0, line_idx - context)
+        stop_idx = min(len(lines), line_idx + context + 1)
+        rendered_lines = []
+
+        def render_line(line: str, cls: str) -> None:
+            line = line.expandtabs().rstrip()
+            stripped_line = line.strip()
+            prefix = len(line) - len(stripped_line)
+            colno = getattr(self, "colno", 0)
+            end_colno = getattr(self, "end_colno", 0)
+
+            if cls == "current" and colno and end_colno:
+                arrow = (
+                    f'\n<span class="ws">{" " * prefix}</span>'
+                    f'{" " * (colno - prefix)}{"^" * (end_colno - colno)}'
+                )
+            else:
+                arrow = ""
+
+            rendered_lines.append(
+                f'<pre class="line {cls}"><span class="ws">{" " * prefix}</span>'
+                f"{escape(stripped_line) if stripped_line else ' '}"
+                f"{arrow if arrow else ''}</pre>"
+            )
+
+        if lines:
+            for line in lines[start_idx:line_idx]:
+                render_line(line, "before")
+
+            render_line(lines[line_idx], "current")
+
+            for line in lines[line_idx + 1 : stop_idx]:
+                render_line(line, "after")
+
+        return FRAME_HTML % {
+            "id": id(self),
+            "filename": escape(self.filename),
+            "lineno": self.lineno,
+            "function_name": escape(self.name),
+            "lines": "\n".join(rendered_lines),
+            "library": "library" if mark_library and self.is_library else "",
+        }
+
+
+def render_console_html(secret: str, evalex_trusted: bool) -> str:
+    return CONSOLE_HTML % {
+        "evalex": "true",
+        "evalex_trusted": "true" if evalex_trusted else "false",
+        "console": "true",
+        "title": "Console",
+        "secret": secret,
+    }
diff --git a/venv/lib/python3.8/site-packages/werkzeug/exceptions.py b/venv/lib/python3.8/site-packages/werkzeug/exceptions.py
new file mode 100644
index 0000000..013df72
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/exceptions.py
@@ -0,0 +1,884 @@
+"""Implements a number of Python exceptions which can be raised from within
+a view to trigger a standard HTTP non-200 response.
+
+Usage Example
+-------------
+
+.. code-block:: python
+
+    from werkzeug.wrappers.request import Request
+    from werkzeug.exceptions import HTTPException, NotFound
+
+    def view(request):
+        raise NotFound()
+
+    @Request.application
+    def application(request):
+        try:
+            return view(request)
+        except HTTPException as e:
+            return e
+
+As you can see from this example those exceptions are callable WSGI
+applications. However, they are not Werkzeug response objects. You
+can get a response object by calling ``get_response()`` on a HTTP
+exception.
+
+Keep in mind that you may have to pass an environ (WSGI) or scope
+(ASGI) to ``get_response()`` because some errors fetch additional
+information relating to the request.
+
+If you want to hook in a different exception page to say, a 404 status
+code, you can add a second except for a specific subclass of an error:
+
+.. code-block:: python
+
+    @Request.application
+    def application(request):
+        try:
+            return view(request)
+        except NotFound as e:
+            return not_found(request)
+        except HTTPException as e:
+            return e
+
+"""
+import typing as t
+from datetime import datetime
+
+from markupsafe import escape
+from markupsafe import Markup
+
+from ._internal import _get_environ
+
+if t.TYPE_CHECKING:
+    import typing_extensions as te
+    from _typeshed.wsgi import StartResponse
+    from _typeshed.wsgi import WSGIEnvironment
+    from .datastructures import WWWAuthenticate
+    from .sansio.response import Response
+    from .wrappers.request import Request as WSGIRequest  # noqa: F401
+    from .wrappers.response import Response as WSGIResponse  # noqa: F401
+
+
+class HTTPException(Exception):
+    """The base class for all HTTP exceptions. This exception can be called as a WSGI
+    application to render a default error page or you can catch the subclasses
+    of it independently and render nicer error messages.
+
+    .. versionchanged:: 2.1
+        Removed the ``wrap`` class method.
+    """
+
+    code: t.Optional[int] = None
+    description: t.Optional[str] = None
+
+    def __init__(
+        self,
+        description: t.Optional[str] = None,
+        response: t.Optional["Response"] = None,
+    ) -> None:
+        super().__init__()
+        if description is not None:
+            self.description = description
+        self.response = response
+
+    @property
+    def name(self) -> str:
+        """The status name."""
+        from .http import HTTP_STATUS_CODES
+
+        return HTTP_STATUS_CODES.get(self.code, "Unknown Error")  # type: ignore
+
+    def get_description(
+        self,
+        environ: t.Optional["WSGIEnvironment"] = None,
+        scope: t.Optional[dict] = None,
+    ) -> str:
+        """Get the description."""
+        if self.description is None:
+            description = ""
+        elif not isinstance(self.description, str):
+            description = str(self.description)
+        else:
+            description = self.description
+
+        description = escape(description).replace("\n", Markup("<br>"))
+        return f"<p>{description}</p>"
+
+    def get_body(
+        self,
+        environ: t.Optional["WSGIEnvironment"] = None,
+        scope: t.Optional[dict] = None,
+    ) -> str:
+        """Get the HTML body."""
+        return (
+            "<!doctype html>\n"
+            "<html lang=en>\n"
+            f"<title>{self.code} {escape(self.name)}</title>\n"
+            f"<h1>{escape(self.name)}</h1>\n"
+            f"{self.get_description(environ)}\n"
+        )
+
+    def get_headers(
+        self,
+        environ: t.Optional["WSGIEnvironment"] = None,
+        scope: t.Optional[dict] = None,
+    ) -> t.List[t.Tuple[str, str]]:
+        """Get a list of headers."""
+        return [("Content-Type", "text/html; charset=utf-8")]
+
+    def get_response(
+        self,
+        environ: t.Optional[t.Union["WSGIEnvironment", "WSGIRequest"]] = None,
+        scope: t.Optional[dict] = None,
+    ) -> "Response":
+        """Get a response object.  If one was passed to the exception
+        it's returned directly.
+
+        :param environ: the optional environ for the request.  This
+                        can be used to modify the response depending
+                        on how the request looked like.
+        :return: a :class:`Response` object or a subclass thereof.
+        """
+        from .wrappers.response import Response as WSGIResponse  # noqa: F811
+
+        if self.response is not None:
+            return self.response
+        if environ is not None:
+            environ = _get_environ(environ)
+        headers = self.get_headers(environ, scope)
+        return WSGIResponse(self.get_body(environ, scope), self.code, headers)
+
+    def __call__(
+        self, environ: "WSGIEnvironment", start_response: "StartResponse"
+    ) -> t.Iterable[bytes]:
+        """Call the exception as WSGI application.
+
+        :param environ: the WSGI environment.
+        :param start_response: the response callable provided by the WSGI
+                               server.
+        """
+        response = t.cast("WSGIResponse", self.get_response(environ))
+        return response(environ, start_response)
+
+    def __str__(self) -> str:
+        code = self.code if self.code is not None else "???"
+        return f"{code} {self.name}: {self.description}"
+
+    def __repr__(self) -> str:
+        code = self.code if self.code is not None else "???"
+        return f"<{type(self).__name__} '{code}: {self.name}'>"
+
+
+class BadRequest(HTTPException):
+    """*400* `Bad Request`
+
+    Raise if the browser sends something to the application the application
+    or server cannot handle.
+    """
+
+    code = 400
+    description = (
+        "The browser (or proxy) sent a request that this server could "
+        "not understand."
+    )
+
+
+class BadRequestKeyError(BadRequest, KeyError):
+    """An exception that is used to signal both a :exc:`KeyError` and a
+    :exc:`BadRequest`. Used by many of the datastructures.
+    """
+
+    _description = BadRequest.description
+    #: Show the KeyError along with the HTTP error message in the
+    #: response. This should be disabled in production, but can be
+    #: useful in a debug mode.
+    show_exception = False
+
+    def __init__(self, arg: t.Optional[str] = None, *args: t.Any, **kwargs: t.Any):
+        super().__init__(*args, **kwargs)
+
+        if arg is None:
+            KeyError.__init__(self)
+        else:
+            KeyError.__init__(self, arg)
+
+    @property  # type: ignore
+    def description(self) -> str:  # type: ignore
+        if self.show_exception:
+            return (
+                f"{self._description}\n"
+                f"{KeyError.__name__}: {KeyError.__str__(self)}"
+            )
+
+        return self._description
+
+    @description.setter
+    def description(self, value: str) -> None:
+        self._description = value
+
+
+class ClientDisconnected(BadRequest):
+    """Internal exception that is raised if Werkzeug detects a disconnected
+    client.  Since the client is already gone at that point attempting to
+    send the error message to the client might not work and might ultimately
+    result in another exception in the server.  Mainly this is here so that
+    it is silenced by default as far as Werkzeug is concerned.
+
+    Since disconnections cannot be reliably detected and are unspecified
+    by WSGI to a large extent this might or might not be raised if a client
+    is gone.
+
+    .. versionadded:: 0.8
+    """
+
+
+class SecurityError(BadRequest):
+    """Raised if something triggers a security error.  This is otherwise
+    exactly like a bad request error.
+
+    .. versionadded:: 0.9
+    """
+
+
+class BadHost(BadRequest):
+    """Raised if the submitted host is badly formatted.
+
+    .. versionadded:: 0.11.2
+    """
+
+
+class Unauthorized(HTTPException):
+    """*401* ``Unauthorized``
+
+    Raise if the user is not authorized to access a resource.
+
+    The ``www_authenticate`` argument should be used to set the
+    ``WWW-Authenticate`` header. This is used for HTTP basic auth and
+    other schemes. Use :class:`~werkzeug.datastructures.WWWAuthenticate`
+    to create correctly formatted values. Strictly speaking a 401
+    response is invalid if it doesn't provide at least one value for
+    this header, although real clients typically don't care.
+
+    :param description: Override the default message used for the body
+        of the response.
+    :param www-authenticate: A single value, or list of values, for the
+        WWW-Authenticate header(s).
+
+    .. versionchanged:: 2.0
+        Serialize multiple ``www_authenticate`` items into multiple
+        ``WWW-Authenticate`` headers, rather than joining them
+        into a single value, for better interoperability.
+
+    .. versionchanged:: 0.15.3
+        If the ``www_authenticate`` argument is not set, the
+        ``WWW-Authenticate`` header is not set.
+
+    .. versionchanged:: 0.15.3
+        The ``response`` argument was restored.
+
+    .. versionchanged:: 0.15.1
+        ``description`` was moved back as the first argument, restoring
+         its previous position.
+
+    .. versionchanged:: 0.15.0
+        ``www_authenticate`` was added as the first argument, ahead of
+        ``description``.
+    """
+
+    code = 401
+    description = (
+        "The server could not verify that you are authorized to access"
+        " the URL requested. You either supplied the wrong credentials"
+        " (e.g. a bad password), or your browser doesn't understand"
+        " how to supply the credentials required."
+    )
+
+    def __init__(
+        self,
+        description: t.Optional[str] = None,
+        response: t.Optional["Response"] = None,
+        www_authenticate: t.Optional[
+            t.Union["WWWAuthenticate", t.Iterable["WWWAuthenticate"]]
+        ] = None,
+    ) -> None:
+        super().__init__(description, response)
+
+        from .datastructures import WWWAuthenticate
+
+        if isinstance(www_authenticate, WWWAuthenticate):
+            www_authenticate = (www_authenticate,)
+
+        self.www_authenticate = www_authenticate
+
+    def get_headers(
+        self,
+        environ: t.Optional["WSGIEnvironment"] = None,
+        scope: t.Optional[dict] = None,
+    ) -> t.List[t.Tuple[str, str]]:
+        headers = super().get_headers(environ, scope)
+        if self.www_authenticate:
+            headers.extend(("WWW-Authenticate", str(x)) for x in self.www_authenticate)
+        return headers
+
+
+class Forbidden(HTTPException):
+    """*403* `Forbidden`
+
+    Raise if the user doesn't have the permission for the requested resource
+    but was authenticated.
+    """
+
+    code = 403
+    description = (
+        "You don't have the permission to access the requested"
+        " resource. It is either read-protected or not readable by the"
+        " server."
+    )
+
+
+class NotFound(HTTPException):
+    """*404* `Not Found`
+
+    Raise if a resource does not exist and never existed.
+    """
+
+    code = 404
+    description = (
+        "The requested URL was not found on the server. If you entered"
+        " the URL manually please check your spelling and try again."
+    )
+
+
+class MethodNotAllowed(HTTPException):
+    """*405* `Method Not Allowed`
+
+    Raise if the server used a method the resource does not handle.  For
+    example `POST` if the resource is view only.  Especially useful for REST.
+
+    The first argument for this exception should be a list of allowed methods.
+    Strictly speaking the response would be invalid if you don't provide valid
+    methods in the header which you can do with that list.
+    """
+
+    code = 405
+    description = "The method is not allowed for the requested URL."
+
+    def __init__(
+        self,
+        valid_methods: t.Optional[t.Iterable[str]] = None,
+        description: t.Optional[str] = None,
+        response: t.Optional["Response"] = None,
+    ) -> None:
+        """Takes an optional list of valid http methods
+        starting with werkzeug 0.3 the list will be mandatory."""
+        super().__init__(description=description, response=response)
+        self.valid_methods = valid_methods
+
+    def get_headers(
+        self,
+        environ: t.Optional["WSGIEnvironment"] = None,
+        scope: t.Optional[dict] = None,
+    ) -> t.List[t.Tuple[str, str]]:
+        headers = super().get_headers(environ, scope)
+        if self.valid_methods:
+            headers.append(("Allow", ", ".join(self.valid_methods)))
+        return headers
+
+
+class NotAcceptable(HTTPException):
+    """*406* `Not Acceptable`
+
+    Raise if the server can't return any content conforming to the
+    `Accept` headers of the client.
+    """
+
+    code = 406
+    description = (
+        "The resource identified by the request is only capable of"
+        " generating response entities which have content"
+        " characteristics not acceptable according to the accept"
+        " headers sent in the request."
+    )
+
+
+class RequestTimeout(HTTPException):
+    """*408* `Request Timeout`
+
+    Raise to signalize a timeout.
+    """
+
+    code = 408
+    description = (
+        "The server closed the network connection because the browser"
+        " didn't finish the request within the specified time."
+    )
+
+
+class Conflict(HTTPException):
+    """*409* `Conflict`
+
+    Raise to signal that a request cannot be completed because it conflicts
+    with the current state on the server.
+
+    .. versionadded:: 0.7
+    """
+
+    code = 409
+    description = (
+        "A conflict happened while processing the request. The"
+        " resource might have been modified while the request was being"
+        " processed."
+    )
+
+
+class Gone(HTTPException):
+    """*410* `Gone`
+
+    Raise if a resource existed previously and went away without new location.
+    """
+
+    code = 410
+    description = (
+        "The requested URL is no longer available on this server and"
+        " there is no forwarding address. If you followed a link from a"
+        " foreign page, please contact the author of this page."
+    )
+
+
+class LengthRequired(HTTPException):
+    """*411* `Length Required`
+
+    Raise if the browser submitted data but no ``Content-Length`` header which
+    is required for the kind of processing the server does.
+    """
+
+    code = 411
+    description = (
+        "A request with this method requires a valid <code>Content-"
+        "Length</code> header."
+    )
+
+
+class PreconditionFailed(HTTPException):
+    """*412* `Precondition Failed`
+
+    Status code used in combination with ``If-Match``, ``If-None-Match``, or
+    ``If-Unmodified-Since``.
+    """
+
+    code = 412
+    description = (
+        "The precondition on the request for the URL failed positive evaluation."
+    )
+
+
+class RequestEntityTooLarge(HTTPException):
+    """*413* `Request Entity Too Large`
+
+    The status code one should return if the data submitted exceeded a given
+    limit.
+    """
+
+    code = 413
+    description = "The data value transmitted exceeds the capacity limit."
+
+
+class RequestURITooLarge(HTTPException):
+    """*414* `Request URI Too Large`
+
+    Like *413* but for too long URLs.
+    """
+
+    code = 414
+    description = (
+        "The length of the requested URL exceeds the capacity limit for"
+        " this server. The request cannot be processed."
+    )
+
+
+class UnsupportedMediaType(HTTPException):
+    """*415* `Unsupported Media Type`
+
+    The status code returned if the server is unable to handle the media type
+    the client transmitted.
+    """
+
+    code = 415
+    description = (
+        "The server does not support the media type transmitted in the request."
+    )
+
+
+class RequestedRangeNotSatisfiable(HTTPException):
+    """*416* `Requested Range Not Satisfiable`
+
+    The client asked for an invalid part of the file.
+
+    .. versionadded:: 0.7
+    """
+
+    code = 416
+    description = "The server cannot provide the requested range."
+
+    def __init__(
+        self,
+        length: t.Optional[int] = None,
+        units: str = "bytes",
+        description: t.Optional[str] = None,
+        response: t.Optional["Response"] = None,
+    ) -> None:
+        """Takes an optional `Content-Range` header value based on ``length``
+        parameter.
+        """
+        super().__init__(description=description, response=response)
+        self.length = length
+        self.units = units
+
+    def get_headers(
+        self,
+        environ: t.Optional["WSGIEnvironment"] = None,
+        scope: t.Optional[dict] = None,
+    ) -> t.List[t.Tuple[str, str]]:
+        headers = super().get_headers(environ, scope)
+        if self.length is not None:
+            headers.append(("Content-Range", f"{self.units} */{self.length}"))
+        return headers
+
+
+class ExpectationFailed(HTTPException):
+    """*417* `Expectation Failed`
+
+    The server cannot meet the requirements of the Expect request-header.
+
+    .. versionadded:: 0.7
+    """
+
+    code = 417
+    description = "The server could not meet the requirements of the Expect header"
+
+
+class ImATeapot(HTTPException):
+    """*418* `I'm a teapot`
+
+    The server should return this if it is a teapot and someone attempted
+    to brew coffee with it.
+
+    .. versionadded:: 0.7
+    """
+
+    code = 418
+    description = "This server is a teapot, not a coffee machine"
+
+
+class UnprocessableEntity(HTTPException):
+    """*422* `Unprocessable Entity`
+
+    Used if the request is well formed, but the instructions are otherwise
+    incorrect.
+    """
+
+    code = 422
+    description = (
+        "The request was well-formed but was unable to be followed due"
+        " to semantic errors."
+    )
+
+
+class Locked(HTTPException):
+    """*423* `Locked`
+
+    Used if the resource that is being accessed is locked.
+    """
+
+    code = 423
+    description = "The resource that is being accessed is locked."
+
+
+class FailedDependency(HTTPException):
+    """*424* `Failed Dependency`
+
+    Used if the method could not be performed on the resource
+    because the requested action depended on another action and that action failed.
+    """
+
+    code = 424
+    description = (
+        "The method could not be performed on the resource because the"
+        " requested action depended on another action and that action"
+        " failed."
+    )
+
+
+class PreconditionRequired(HTTPException):
+    """*428* `Precondition Required`
+
+    The server requires this request to be conditional, typically to prevent
+    the lost update problem, which is a race condition between two or more
+    clients attempting to update a resource through PUT or DELETE. By requiring
+    each client to include a conditional header ("If-Match" or "If-Unmodified-
+    Since") with the proper value retained from a recent GET request, the
+    server ensures that each client has at least seen the previous revision of
+    the resource.
+    """
+
+    code = 428
+    description = (
+        "This request is required to be conditional; try using"
+        ' "If-Match" or "If-Unmodified-Since".'
+    )
+
+
+class _RetryAfter(HTTPException):
+    """Adds an optional ``retry_after`` parameter which will set the
+    ``Retry-After`` header. May be an :class:`int` number of seconds or
+    a :class:`~datetime.datetime`.
+    """
+
+    def __init__(
+        self,
+        description: t.Optional[str] = None,
+        response: t.Optional["Response"] = None,
+        retry_after: t.Optional[t.Union[datetime, int]] = None,
+    ) -> None:
+        super().__init__(description, response)
+        self.retry_after = retry_after
+
+    def get_headers(
+        self,
+        environ: t.Optional["WSGIEnvironment"] = None,
+        scope: t.Optional[dict] = None,
+    ) -> t.List[t.Tuple[str, str]]:
+        headers = super().get_headers(environ, scope)
+
+        if self.retry_after:
+            if isinstance(self.retry_after, datetime):
+                from .http import http_date
+
+                value = http_date(self.retry_after)
+            else:
+                value = str(self.retry_after)
+
+            headers.append(("Retry-After", value))
+
+        return headers
+
+
+class TooManyRequests(_RetryAfter):
+    """*429* `Too Many Requests`
+
+    The server is limiting the rate at which this user receives
+    responses, and this request exceeds that rate. (The server may use
+    any convenient method to identify users and their request rates).
+    The server may include a "Retry-After" header to indicate how long
+    the user should wait before retrying.
+
+    :param retry_after: If given, set the ``Retry-After`` header to this
+        value. May be an :class:`int` number of seconds or a
+        :class:`~datetime.datetime`.
+
+    .. versionchanged:: 1.0
+        Added ``retry_after`` parameter.
+    """
+
+    code = 429
+    description = "This user has exceeded an allotted request count. Try again later."
+
+
+class RequestHeaderFieldsTooLarge(HTTPException):
+    """*431* `Request Header Fields Too Large`
+
+    The server refuses to process the request because the header fields are too
+    large. One or more individual fields may be too large, or the set of all
+    headers is too large.
+    """
+
+    code = 431
+    description = "One or more header fields exceeds the maximum size."
+
+
+class UnavailableForLegalReasons(HTTPException):
+    """*451* `Unavailable For Legal Reasons`
+
+    This status code indicates that the server is denying access to the
+    resource as a consequence of a legal demand.
+    """
+
+    code = 451
+    description = "Unavailable for legal reasons."
+
+
+class InternalServerError(HTTPException):
+    """*500* `Internal Server Error`
+
+    Raise if an internal server error occurred.  This is a good fallback if an
+    unknown error occurred in the dispatcher.
+
+    .. versionchanged:: 1.0.0
+        Added the :attr:`original_exception` attribute.
+    """
+
+    code = 500
+    description = (
+        "The server encountered an internal error and was unable to"
+        " complete your request. Either the server is overloaded or"
+        " there is an error in the application."
+    )
+
+    def __init__(
+        self,
+        description: t.Optional[str] = None,
+        response: t.Optional["Response"] = None,
+        original_exception: t.Optional[BaseException] = None,
+    ) -> None:
+        #: The original exception that caused this 500 error. Can be
+        #: used by frameworks to provide context when handling
+        #: unexpected errors.
+        self.original_exception = original_exception
+        super().__init__(description=description, response=response)
+
+
+class NotImplemented(HTTPException):
+    """*501* `Not Implemented`
+
+    Raise if the application does not support the action requested by the
+    browser.
+    """
+
+    code = 501
+    description = "The server does not support the action requested by the browser."
+
+
+class BadGateway(HTTPException):
+    """*502* `Bad Gateway`
+
+    If you do proxying in your application you should return this status code
+    if you received an invalid response from the upstream server it accessed
+    in attempting to fulfill the request.
+    """
+
+    code = 502
+    description = (
+        "The proxy server received an invalid response from an upstream server."
+    )
+
+
+class ServiceUnavailable(_RetryAfter):
+    """*503* `Service Unavailable`
+
+    Status code you should return if a service is temporarily
+    unavailable.
+
+    :param retry_after: If given, set the ``Retry-After`` header to this
+        value. May be an :class:`int` number of seconds or a
+        :class:`~datetime.datetime`.
+
+    .. versionchanged:: 1.0
+        Added ``retry_after`` parameter.
+    """
+
+    code = 503
+    description = (
+        "The server is temporarily unable to service your request due"
+        " to maintenance downtime or capacity problems. Please try"
+        " again later."
+    )
+
+
+class GatewayTimeout(HTTPException):
+    """*504* `Gateway Timeout`
+
+    Status code you should return if a connection to an upstream server
+    times out.
+    """
+
+    code = 504
+    description = "The connection to an upstream server timed out."
+
+
+class HTTPVersionNotSupported(HTTPException):
+    """*505* `HTTP Version Not Supported`
+
+    The server does not support the HTTP protocol version used in the request.
+    """
+
+    code = 505
+    description = (
+        "The server does not support the HTTP protocol version used in the request."
+    )
+
+
+default_exceptions: t.Dict[int, t.Type[HTTPException]] = {}
+
+
+def _find_exceptions() -> None:
+    for obj in globals().values():
+        try:
+            is_http_exception = issubclass(obj, HTTPException)
+        except TypeError:
+            is_http_exception = False
+        if not is_http_exception or obj.code is None:
+            continue
+        old_obj = default_exceptions.get(obj.code, None)
+        if old_obj is not None and issubclass(obj, old_obj):
+            continue
+        default_exceptions[obj.code] = obj
+
+
+_find_exceptions()
+del _find_exceptions
+
+
+class Aborter:
+    """When passed a dict of code -> exception items it can be used as
+    callable that raises exceptions.  If the first argument to the
+    callable is an integer it will be looked up in the mapping, if it's
+    a WSGI application it will be raised in a proxy exception.
+
+    The rest of the arguments are forwarded to the exception constructor.
+    """
+
+    def __init__(
+        self,
+        mapping: t.Optional[t.Dict[int, t.Type[HTTPException]]] = None,
+        extra: t.Optional[t.Dict[int, t.Type[HTTPException]]] = None,
+    ) -> None:
+        if mapping is None:
+            mapping = default_exceptions
+        self.mapping = dict(mapping)
+        if extra is not None:
+            self.mapping.update(extra)
+
+    def __call__(
+        self, code: t.Union[int, "Response"], *args: t.Any, **kwargs: t.Any
+    ) -> "te.NoReturn":
+        from .sansio.response import Response
+
+        if isinstance(code, Response):
+            raise HTTPException(response=code)
+
+        if code not in self.mapping:
+            raise LookupError(f"no exception for {code!r}")
+
+        raise self.mapping[code](*args, **kwargs)
+
+
+def abort(
+    status: t.Union[int, "Response"], *args: t.Any, **kwargs: t.Any
+) -> "te.NoReturn":
+    """Raises an :py:exc:`HTTPException` for the given status code or WSGI
+    application.
+
+    If a status code is given, it will be looked up in the list of
+    exceptions and will raise that exception.  If passed a WSGI application,
+    it will wrap it in a proxy WSGI exception and raise that::
+
+       abort(404)  # 404 Not Found
+       abort(Response('Hello World'))
+
+    """
+    _aborter(status, *args, **kwargs)
+
+
+_aborter: Aborter = Aborter()
diff --git a/venv/lib/python3.8/site-packages/werkzeug/formparser.py b/venv/lib/python3.8/site-packages/werkzeug/formparser.py
new file mode 120000
index 0000000..d6ef511
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/formparser.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/ac/b1/2e/fd9c15a6faac85983a138422bf7e90b26ce60b2b538a305e197ddd0c69
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/werkzeug/http.py b/venv/lib/python3.8/site-packages/werkzeug/http.py
new file mode 100644
index 0000000..9777685
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/http.py
@@ -0,0 +1,1311 @@
+import base64
+import email.utils
+import re
+import typing
+import typing as t
+import warnings
+from datetime import date
+from datetime import datetime
+from datetime import time
+from datetime import timedelta
+from datetime import timezone
+from enum import Enum
+from hashlib import sha1
+from time import mktime
+from time import struct_time
+from urllib.parse import unquote_to_bytes as _unquote
+from urllib.request import parse_http_list as _parse_list_header
+
+from ._internal import _cookie_quote
+from ._internal import _dt_as_utc
+from ._internal import _make_cookie_domain
+from ._internal import _to_bytes
+from ._internal import _to_str
+from ._internal import _wsgi_decoding_dance
+
+if t.TYPE_CHECKING:
+    from _typeshed.wsgi import WSGIEnvironment
+
+# for explanation of "media-range", etc. see Sections 5.3.{1,2} of RFC 7231
+_accept_re = re.compile(
+    r"""
+    (                       # media-range capturing-parenthesis
+      [^\s;,]+              # type/subtype
+      (?:[ \t]*;[ \t]*      # ";"
+        (?:                 # parameter non-capturing-parenthesis
+          [^\s;,q][^\s;,]*  # token that doesn't start with "q"
+        |                   # or
+          q[^\s;,=][^\s;,]* # token that is more than just "q"
+        )
+      )*                    # zero or more parameters
+    )                       # end of media-range
+    (?:[ \t]*;[ \t]*q=      # weight is a "q" parameter
+      (\d*(?:\.\d+)?)       # qvalue capturing-parentheses
+      [^,]*                 # "extension" accept params: who cares?
+    )?                      # accept params are optional
+    """,
+    re.VERBOSE,
+)
+_token_chars = frozenset(
+    "!#$%&'*+-.0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ^_`abcdefghijklmnopqrstuvwxyz|~"
+)
+_etag_re = re.compile(r'([Ww]/)?(?:"(.*?)"|(.*?))(?:\s*,\s*|$)')
+_option_header_piece_re = re.compile(
+    r"""
+    ;\s*,?\s*  # newlines were replaced with commas
+    (?P<key>
+        "[^"\\]*(?:\\.[^"\\]*)*"  # quoted string
+    |
+        [^\s;,=*]+  # token
+    )
+    (?:\*(?P<count>\d+))?  # *1, optional continuation index
+    \s*
+    (?:  # optionally followed by =value
+        (?:  # equals sign, possibly with encoding
+            \*\s*=\s*  # * indicates extended notation
+            (?:  # optional encoding
+                (?P<encoding>[^\s]+?)
+                '(?P<language>[^\s]*?)'
+            )?
+        |
+            =\s*  # basic notation
+        )
+        (?P<value>
+            "[^"\\]*(?:\\.[^"\\]*)*"  # quoted string
+        |
+            [^;,]+  # token
+        )?
+    )?
+    \s*
+    """,
+    flags=re.VERBOSE,
+)
+_option_header_start_mime_type = re.compile(r",\s*([^;,\s]+)([;,]\s*.+)?")
+_entity_headers = frozenset(
+    [
+        "allow",
+        "content-encoding",
+        "content-language",
+        "content-length",
+        "content-location",
+        "content-md5",
+        "content-range",
+        "content-type",
+        "expires",
+        "last-modified",
+    ]
+)
+_hop_by_hop_headers = frozenset(
+    [
+        "connection",
+        "keep-alive",
+        "proxy-authenticate",
+        "proxy-authorization",
+        "te",
+        "trailer",
+        "transfer-encoding",
+        "upgrade",
+    ]
+)
+HTTP_STATUS_CODES = {
+    100: "Continue",
+    101: "Switching Protocols",
+    102: "Processing",
+    103: "Early Hints",  # see RFC 8297
+    200: "OK",
+    201: "Created",
+    202: "Accepted",
+    203: "Non Authoritative Information",
+    204: "No Content",
+    205: "Reset Content",
+    206: "Partial Content",
+    207: "Multi Status",
+    208: "Already Reported",  # see RFC 5842
+    226: "IM Used",  # see RFC 3229
+    300: "Multiple Choices",
+    301: "Moved Permanently",
+    302: "Found",
+    303: "See Other",
+    304: "Not Modified",
+    305: "Use Proxy",
+    306: "Switch Proxy",  # unused
+    307: "Temporary Redirect",
+    308: "Permanent Redirect",
+    400: "Bad Request",
+    401: "Unauthorized",
+    402: "Payment Required",  # unused
+    403: "Forbidden",
+    404: "Not Found",
+    405: "Method Not Allowed",
+    406: "Not Acceptable",
+    407: "Proxy Authentication Required",
+    408: "Request Timeout",
+    409: "Conflict",
+    410: "Gone",
+    411: "Length Required",
+    412: "Precondition Failed",
+    413: "Request Entity Too Large",
+    414: "Request URI Too Long",
+    415: "Unsupported Media Type",
+    416: "Requested Range Not Satisfiable",
+    417: "Expectation Failed",
+    418: "I'm a teapot",  # see RFC 2324
+    421: "Misdirected Request",  # see RFC 7540
+    422: "Unprocessable Entity",
+    423: "Locked",
+    424: "Failed Dependency",
+    425: "Too Early",  # see RFC 8470
+    426: "Upgrade Required",
+    428: "Precondition Required",  # see RFC 6585
+    429: "Too Many Requests",
+    431: "Request Header Fields Too Large",
+    449: "Retry With",  # proprietary MS extension
+    451: "Unavailable For Legal Reasons",
+    500: "Internal Server Error",
+    501: "Not Implemented",
+    502: "Bad Gateway",
+    503: "Service Unavailable",
+    504: "Gateway Timeout",
+    505: "HTTP Version Not Supported",
+    506: "Variant Also Negotiates",  # see RFC 2295
+    507: "Insufficient Storage",
+    508: "Loop Detected",  # see RFC 5842
+    510: "Not Extended",
+    511: "Network Authentication Failed",
+}
+
+
+class COEP(Enum):
+    """Cross Origin Embedder Policies"""
+
+    UNSAFE_NONE = "unsafe-none"
+    REQUIRE_CORP = "require-corp"
+
+
+class COOP(Enum):
+    """Cross Origin Opener Policies"""
+
+    UNSAFE_NONE = "unsafe-none"
+    SAME_ORIGIN_ALLOW_POPUPS = "same-origin-allow-popups"
+    SAME_ORIGIN = "same-origin"
+
+
+def quote_header_value(
+    value: t.Union[str, int], extra_chars: str = "", allow_token: bool = True
+) -> str:
+    """Quote a header value if necessary.
+
+    .. versionadded:: 0.5
+
+    :param value: the value to quote.
+    :param extra_chars: a list of extra characters to skip quoting.
+    :param allow_token: if this is enabled token values are returned
+                        unchanged.
+    """
+    if isinstance(value, bytes):
+        value = value.decode("latin1")
+    value = str(value)
+    if allow_token:
+        token_chars = _token_chars | set(extra_chars)
+        if set(value).issubset(token_chars):
+            return value
+    value = value.replace("\\", "\\\\").replace('"', '\\"')
+    return f'"{value}"'
+
+
+def unquote_header_value(value: str, is_filename: bool = False) -> str:
+    r"""Unquotes a header value.  (Reversal of :func:`quote_header_value`).
+    This does not use the real unquoting but what browsers are actually
+    using for quoting.
+
+    .. versionadded:: 0.5
+
+    :param value: the header value to unquote.
+    :param is_filename: The value represents a filename or path.
+    """
+    if value and value[0] == value[-1] == '"':
+        # this is not the real unquoting, but fixing this so that the
+        # RFC is met will result in bugs with internet explorer and
+        # probably some other browsers as well.  IE for example is
+        # uploading files with "C:\foo\bar.txt" as filename
+        value = value[1:-1]
+
+        # if this is a filename and the starting characters look like
+        # a UNC path, then just return the value without quotes.  Using the
+        # replace sequence below on a UNC path has the effect of turning
+        # the leading double slash into a single slash and then
+        # _fix_ie_filename() doesn't work correctly.  See #458.
+        if not is_filename or value[:2] != "\\\\":
+            return value.replace("\\\\", "\\").replace('\\"', '"')
+    return value
+
+
+def dump_options_header(
+    header: t.Optional[str], options: t.Mapping[str, t.Optional[t.Union[str, int]]]
+) -> str:
+    """The reverse function to :func:`parse_options_header`.
+
+    :param header: the header to dump
+    :param options: a dict of options to append.
+    """
+    segments = []
+    if header is not None:
+        segments.append(header)
+    for key, value in options.items():
+        if value is None:
+            segments.append(key)
+        else:
+            segments.append(f"{key}={quote_header_value(value)}")
+    return "; ".join(segments)
+
+
+def dump_header(
+    iterable: t.Union[t.Dict[str, t.Union[str, int]], t.Iterable[str]],
+    allow_token: bool = True,
+) -> str:
+    """Dump an HTTP header again.  This is the reversal of
+    :func:`parse_list_header`, :func:`parse_set_header` and
+    :func:`parse_dict_header`.  This also quotes strings that include an
+    equals sign unless you pass it as dict of key, value pairs.
+
+    >>> dump_header({'foo': 'bar baz'})
+    'foo="bar baz"'
+    >>> dump_header(('foo', 'bar baz'))
+    'foo, "bar baz"'
+
+    :param iterable: the iterable or dict of values to quote.
+    :param allow_token: if set to `False` tokens as values are disallowed.
+                        See :func:`quote_header_value` for more details.
+    """
+    if isinstance(iterable, dict):
+        items = []
+        for key, value in iterable.items():
+            if value is None:
+                items.append(key)
+            else:
+                items.append(
+                    f"{key}={quote_header_value(value, allow_token=allow_token)}"
+                )
+    else:
+        items = [quote_header_value(x, allow_token=allow_token) for x in iterable]
+    return ", ".join(items)
+
+
+def dump_csp_header(header: "ds.ContentSecurityPolicy") -> str:
+    """Dump a Content Security Policy header.
+
+    These are structured into policies such as "default-src 'self';
+    script-src 'self'".
+
+    .. versionadded:: 1.0.0
+       Support for Content Security Policy headers was added.
+
+    """
+    return "; ".join(f"{key} {value}" for key, value in header.items())
+
+
+def parse_list_header(value: str) -> t.List[str]:
+    """Parse lists as described by RFC 2068 Section 2.
+
+    In particular, parse comma-separated lists where the elements of
+    the list may include quoted-strings.  A quoted-string could
+    contain a comma.  A non-quoted string could have quotes in the
+    middle.  Quotes are removed automatically after parsing.
+
+    It basically works like :func:`parse_set_header` just that items
+    may appear multiple times and case sensitivity is preserved.
+
+    The return value is a standard :class:`list`:
+
+    >>> parse_list_header('token, "quoted value"')
+    ['token', 'quoted value']
+
+    To create a header from the :class:`list` again, use the
+    :func:`dump_header` function.
+
+    :param value: a string with a list header.
+    :return: :class:`list`
+    """
+    result = []
+    for item in _parse_list_header(value):
+        if item[:1] == item[-1:] == '"':
+            item = unquote_header_value(item[1:-1])
+        result.append(item)
+    return result
+
+
+def parse_dict_header(value: str, cls: t.Type[dict] = dict) -> t.Dict[str, str]:
+    """Parse lists of key, value pairs as described by RFC 2068 Section 2 and
+    convert them into a python dict (or any other mapping object created from
+    the type with a dict like interface provided by the `cls` argument):
+
+    >>> d = parse_dict_header('foo="is a fish", bar="as well"')
+    >>> type(d) is dict
+    True
+    >>> sorted(d.items())
+    [('bar', 'as well'), ('foo', 'is a fish')]
+
+    If there is no value for a key it will be `None`:
+
+    >>> parse_dict_header('key_without_value')
+    {'key_without_value': None}
+
+    To create a header from the :class:`dict` again, use the
+    :func:`dump_header` function.
+
+    .. versionchanged:: 0.9
+       Added support for `cls` argument.
+
+    :param value: a string with a dict header.
+    :param cls: callable to use for storage of parsed results.
+    :return: an instance of `cls`
+    """
+    result = cls()
+    if isinstance(value, bytes):
+        value = value.decode("latin1")
+    for item in _parse_list_header(value):
+        if "=" not in item:
+            result[item] = None
+            continue
+        name, value = item.split("=", 1)
+        if value[:1] == value[-1:] == '"':
+            value = unquote_header_value(value[1:-1])
+        result[name] = value
+    return result
+
+
+def parse_options_header(value: t.Optional[str]) -> t.Tuple[str, t.Dict[str, str]]:
+    """Parse a ``Content-Type``-like header into a tuple with the
+    value and any options:
+
+    >>> parse_options_header('text/html; charset=utf8')
+    ('text/html', {'charset': 'utf8'})
+
+    This should is not for ``Cache-Control``-like headers, which use a
+    different format. For those, use :func:`parse_dict_header`.
+
+    :param value: The header value to parse.
+
+    .. versionchanged:: 2.2
+        Option names are always converted to lowercase.
+
+    .. versionchanged:: 2.1
+        The ``multiple`` parameter is deprecated and will be removed in
+        Werkzeug 2.2.
+
+    .. versionchanged:: 0.15
+        :rfc:`2231` parameter continuations are handled.
+
+    .. versionadded:: 0.5
+    """
+    if not value:
+        return "", {}
+
+    result: t.List[t.Any] = []
+
+    value = "," + value.replace("\n", ",")
+    while value:
+        match = _option_header_start_mime_type.match(value)
+        if not match:
+            break
+        result.append(match.group(1))  # mimetype
+        options: t.Dict[str, str] = {}
+        # Parse options
+        rest = match.group(2)
+        encoding: t.Optional[str]
+        continued_encoding: t.Optional[str] = None
+        while rest:
+            optmatch = _option_header_piece_re.match(rest)
+            if not optmatch:
+                break
+            option, count, encoding, language, option_value = optmatch.groups()
+            # Continuations don't have to supply the encoding after the
+            # first line. If we're in a continuation, track the current
+            # encoding to use for subsequent lines. Reset it when the
+            # continuation ends.
+            if not count:
+                continued_encoding = None
+            else:
+                if not encoding:
+                    encoding = continued_encoding
+                continued_encoding = encoding
+            option = unquote_header_value(option).lower()
+
+            if option_value is not None:
+                option_value = unquote_header_value(option_value, option == "filename")
+
+                if encoding is not None:
+                    option_value = _unquote(option_value).decode(encoding)
+
+            if count:
+                # Continuations append to the existing value. For
+                # simplicity, this ignores the possibility of
+                # out-of-order indices, which shouldn't happen anyway.
+                if option_value is not None:
+                    options[option] = options.get(option, "") + option_value
+            else:
+                options[option] = option_value  # type: ignore[assignment]
+
+            rest = rest[optmatch.end() :]
+        result.append(options)
+        return tuple(result)  # type: ignore[return-value]
+
+    return tuple(result) if result else ("", {})  # type: ignore[return-value]
+
+
+_TAnyAccept = t.TypeVar("_TAnyAccept", bound="ds.Accept")
+
+
+@typing.overload
+def parse_accept_header(value: t.Optional[str]) -> "ds.Accept":
+    ...
+
+
+@typing.overload
+def parse_accept_header(
+    value: t.Optional[str], cls: t.Type[_TAnyAccept]
+) -> _TAnyAccept:
+    ...
+
+
+def parse_accept_header(
+    value: t.Optional[str], cls: t.Optional[t.Type[_TAnyAccept]] = None
+) -> _TAnyAccept:
+    """Parses an HTTP Accept-* header.  This does not implement a complete
+    valid algorithm but one that supports at least value and quality
+    extraction.
+
+    Returns a new :class:`Accept` object (basically a list of ``(value, quality)``
+    tuples sorted by the quality with some additional accessor methods).
+
+    The second parameter can be a subclass of :class:`Accept` that is created
+    with the parsed values and returned.
+
+    :param value: the accept header string to be parsed.
+    :param cls: the wrapper class for the return value (can be
+                         :class:`Accept` or a subclass thereof)
+    :return: an instance of `cls`.
+    """
+    if cls is None:
+        cls = t.cast(t.Type[_TAnyAccept], ds.Accept)
+
+    if not value:
+        return cls(None)
+
+    result = []
+    for match in _accept_re.finditer(value):
+        quality_match = match.group(2)
+        if not quality_match:
+            quality: float = 1
+        else:
+            quality = max(min(float(quality_match), 1), 0)
+        result.append((match.group(1), quality))
+    return cls(result)
+
+
+_TAnyCC = t.TypeVar("_TAnyCC", bound="ds._CacheControl")
+_t_cc_update = t.Optional[t.Callable[[_TAnyCC], None]]
+
+
+@typing.overload
+def parse_cache_control_header(
+    value: t.Optional[str], on_update: _t_cc_update, cls: None = None
+) -> "ds.RequestCacheControl":
+    ...
+
+
+@typing.overload
+def parse_cache_control_header(
+    value: t.Optional[str], on_update: _t_cc_update, cls: t.Type[_TAnyCC]
+) -> _TAnyCC:
+    ...
+
+
+def parse_cache_control_header(
+    value: t.Optional[str],
+    on_update: _t_cc_update = None,
+    cls: t.Optional[t.Type[_TAnyCC]] = None,
+) -> _TAnyCC:
+    """Parse a cache control header.  The RFC differs between response and
+    request cache control, this method does not.  It's your responsibility
+    to not use the wrong control statements.
+
+    .. versionadded:: 0.5
+       The `cls` was added.  If not specified an immutable
+       :class:`~werkzeug.datastructures.RequestCacheControl` is returned.
+
+    :param value: a cache control header to be parsed.
+    :param on_update: an optional callable that is called every time a value
+                      on the :class:`~werkzeug.datastructures.CacheControl`
+                      object is changed.
+    :param cls: the class for the returned object.  By default
+                :class:`~werkzeug.datastructures.RequestCacheControl` is used.
+    :return: a `cls` object.
+    """
+    if cls is None:
+        cls = t.cast(t.Type[_TAnyCC], ds.RequestCacheControl)
+
+    if not value:
+        return cls((), on_update)
+
+    return cls(parse_dict_header(value), on_update)
+
+
+_TAnyCSP = t.TypeVar("_TAnyCSP", bound="ds.ContentSecurityPolicy")
+_t_csp_update = t.Optional[t.Callable[[_TAnyCSP], None]]
+
+
+@typing.overload
+def parse_csp_header(
+    value: t.Optional[str], on_update: _t_csp_update, cls: None = None
+) -> "ds.ContentSecurityPolicy":
+    ...
+
+
+@typing.overload
+def parse_csp_header(
+    value: t.Optional[str], on_update: _t_csp_update, cls: t.Type[_TAnyCSP]
+) -> _TAnyCSP:
+    ...
+
+
+def parse_csp_header(
+    value: t.Optional[str],
+    on_update: _t_csp_update = None,
+    cls: t.Optional[t.Type[_TAnyCSP]] = None,
+) -> _TAnyCSP:
+    """Parse a Content Security Policy header.
+
+    .. versionadded:: 1.0.0
+       Support for Content Security Policy headers was added.
+
+    :param value: a csp header to be parsed.
+    :param on_update: an optional callable that is called every time a value
+                      on the object is changed.
+    :param cls: the class for the returned object.  By default
+                :class:`~werkzeug.datastructures.ContentSecurityPolicy` is used.
+    :return: a `cls` object.
+    """
+    if cls is None:
+        cls = t.cast(t.Type[_TAnyCSP], ds.ContentSecurityPolicy)
+
+    if value is None:
+        return cls((), on_update)
+
+    items = []
+
+    for policy in value.split(";"):
+        policy = policy.strip()
+
+        # Ignore badly formatted policies (no space)
+        if " " in policy:
+            directive, value = policy.strip().split(" ", 1)
+            items.append((directive.strip(), value.strip()))
+
+    return cls(items, on_update)
+
+
+def parse_set_header(
+    value: t.Optional[str],
+    on_update: t.Optional[t.Callable[["ds.HeaderSet"], None]] = None,
+) -> "ds.HeaderSet":
+    """Parse a set-like header and return a
+    :class:`~werkzeug.datastructures.HeaderSet` object:
+
+    >>> hs = parse_set_header('token, "quoted value"')
+
+    The return value is an object that treats the items case-insensitively
+    and keeps the order of the items:
+
+    >>> 'TOKEN' in hs
+    True
+    >>> hs.index('quoted value')
+    1
+    >>> hs
+    HeaderSet(['token', 'quoted value'])
+
+    To create a header from the :class:`HeaderSet` again, use the
+    :func:`dump_header` function.
+
+    :param value: a set header to be parsed.
+    :param on_update: an optional callable that is called every time a
+                      value on the :class:`~werkzeug.datastructures.HeaderSet`
+                      object is changed.
+    :return: a :class:`~werkzeug.datastructures.HeaderSet`
+    """
+    if not value:
+        return ds.HeaderSet(None, on_update)
+    return ds.HeaderSet(parse_list_header(value), on_update)
+
+
+def parse_authorization_header(
+    value: t.Optional[str],
+) -> t.Optional["ds.Authorization"]:
+    """Parse an HTTP basic/digest authorization header transmitted by the web
+    browser.  The return value is either `None` if the header was invalid or
+    not given, otherwise an :class:`~werkzeug.datastructures.Authorization`
+    object.
+
+    :param value: the authorization header to parse.
+    :return: a :class:`~werkzeug.datastructures.Authorization` object or `None`.
+    """
+    if not value:
+        return None
+    value = _wsgi_decoding_dance(value)
+    try:
+        auth_type, auth_info = value.split(None, 1)
+        auth_type = auth_type.lower()
+    except ValueError:
+        return None
+    if auth_type == "basic":
+        try:
+            username, password = base64.b64decode(auth_info).split(b":", 1)
+        except Exception:
+            return None
+        try:
+            return ds.Authorization(
+                "basic",
+                {
+                    "username": _to_str(username, "utf-8"),
+                    "password": _to_str(password, "utf-8"),
+                },
+            )
+        except UnicodeDecodeError:
+            return None
+    elif auth_type == "digest":
+        auth_map = parse_dict_header(auth_info)
+        for key in "username", "realm", "nonce", "uri", "response":
+            if key not in auth_map:
+                return None
+        if "qop" in auth_map:
+            if not auth_map.get("nc") or not auth_map.get("cnonce"):
+                return None
+        return ds.Authorization("digest", auth_map)
+    return None
+
+
+def parse_www_authenticate_header(
+    value: t.Optional[str],
+    on_update: t.Optional[t.Callable[["ds.WWWAuthenticate"], None]] = None,
+) -> "ds.WWWAuthenticate":
+    """Parse an HTTP WWW-Authenticate header into a
+    :class:`~werkzeug.datastructures.WWWAuthenticate` object.
+
+    :param value: a WWW-Authenticate header to parse.
+    :param on_update: an optional callable that is called every time a value
+                      on the :class:`~werkzeug.datastructures.WWWAuthenticate`
+                      object is changed.
+    :return: a :class:`~werkzeug.datastructures.WWWAuthenticate` object.
+    """
+    if not value:
+        return ds.WWWAuthenticate(on_update=on_update)
+    try:
+        auth_type, auth_info = value.split(None, 1)
+        auth_type = auth_type.lower()
+    except (ValueError, AttributeError):
+        return ds.WWWAuthenticate(value.strip().lower(), on_update=on_update)
+    return ds.WWWAuthenticate(auth_type, parse_dict_header(auth_info), on_update)
+
+
+def parse_if_range_header(value: t.Optional[str]) -> "ds.IfRange":
+    """Parses an if-range header which can be an etag or a date.  Returns
+    a :class:`~werkzeug.datastructures.IfRange` object.
+
+    .. versionchanged:: 2.0
+        If the value represents a datetime, it is timezone-aware.
+
+    .. versionadded:: 0.7
+    """
+    if not value:
+        return ds.IfRange()
+    date = parse_date(value)
+    if date is not None:
+        return ds.IfRange(date=date)
+    # drop weakness information
+    return ds.IfRange(unquote_etag(value)[0])
+
+
+def parse_range_header(
+    value: t.Optional[str], make_inclusive: bool = True
+) -> t.Optional["ds.Range"]:
+    """Parses a range header into a :class:`~werkzeug.datastructures.Range`
+    object.  If the header is missing or malformed `None` is returned.
+    `ranges` is a list of ``(start, stop)`` tuples where the ranges are
+    non-inclusive.
+
+    .. versionadded:: 0.7
+    """
+    if not value or "=" not in value:
+        return None
+
+    ranges = []
+    last_end = 0
+    units, rng = value.split("=", 1)
+    units = units.strip().lower()
+
+    for item in rng.split(","):
+        item = item.strip()
+        if "-" not in item:
+            return None
+        if item.startswith("-"):
+            if last_end < 0:
+                return None
+            try:
+                begin = int(item)
+            except ValueError:
+                return None
+            end = None
+            last_end = -1
+        elif "-" in item:
+            begin_str, end_str = item.split("-", 1)
+            begin_str = begin_str.strip()
+            end_str = end_str.strip()
+
+            try:
+                begin = int(begin_str)
+            except ValueError:
+                return None
+
+            if begin < last_end or last_end < 0:
+                return None
+            if end_str:
+                try:
+                    end = int(end_str) + 1
+                except ValueError:
+                    return None
+
+                if begin >= end:
+                    return None
+            else:
+                end = None
+            last_end = end if end is not None else -1
+        ranges.append((begin, end))
+
+    return ds.Range(units, ranges)
+
+
+def parse_content_range_header(
+    value: t.Optional[str],
+    on_update: t.Optional[t.Callable[["ds.ContentRange"], None]] = None,
+) -> t.Optional["ds.ContentRange"]:
+    """Parses a range header into a
+    :class:`~werkzeug.datastructures.ContentRange` object or `None` if
+    parsing is not possible.
+
+    .. versionadded:: 0.7
+
+    :param value: a content range header to be parsed.
+    :param on_update: an optional callable that is called every time a value
+                      on the :class:`~werkzeug.datastructures.ContentRange`
+                      object is changed.
+    """
+    if value is None:
+        return None
+    try:
+        units, rangedef = (value or "").strip().split(None, 1)
+    except ValueError:
+        return None
+
+    if "/" not in rangedef:
+        return None
+    rng, length_str = rangedef.split("/", 1)
+    if length_str == "*":
+        length = None
+    else:
+        try:
+            length = int(length_str)
+        except ValueError:
+            return None
+
+    if rng == "*":
+        return ds.ContentRange(units, None, None, length, on_update=on_update)
+    elif "-" not in rng:
+        return None
+
+    start_str, stop_str = rng.split("-", 1)
+    try:
+        start = int(start_str)
+        stop = int(stop_str) + 1
+    except ValueError:
+        return None
+
+    if is_byte_range_valid(start, stop, length):
+        return ds.ContentRange(units, start, stop, length, on_update=on_update)
+
+    return None
+
+
+def quote_etag(etag: str, weak: bool = False) -> str:
+    """Quote an etag.
+
+    :param etag: the etag to quote.
+    :param weak: set to `True` to tag it "weak".
+    """
+    if '"' in etag:
+        raise ValueError("invalid etag")
+    etag = f'"{etag}"'
+    if weak:
+        etag = f"W/{etag}"
+    return etag
+
+
+def unquote_etag(
+    etag: t.Optional[str],
+) -> t.Union[t.Tuple[str, bool], t.Tuple[None, None]]:
+    """Unquote a single etag:
+
+    >>> unquote_etag('W/"bar"')
+    ('bar', True)
+    >>> unquote_etag('"bar"')
+    ('bar', False)
+
+    :param etag: the etag identifier to unquote.
+    :return: a ``(etag, weak)`` tuple.
+    """
+    if not etag:
+        return None, None
+    etag = etag.strip()
+    weak = False
+    if etag.startswith(("W/", "w/")):
+        weak = True
+        etag = etag[2:]
+    if etag[:1] == etag[-1:] == '"':
+        etag = etag[1:-1]
+    return etag, weak
+
+
+def parse_etags(value: t.Optional[str]) -> "ds.ETags":
+    """Parse an etag header.
+
+    :param value: the tag header to parse
+    :return: an :class:`~werkzeug.datastructures.ETags` object.
+    """
+    if not value:
+        return ds.ETags()
+    strong = []
+    weak = []
+    end = len(value)
+    pos = 0
+    while pos < end:
+        match = _etag_re.match(value, pos)
+        if match is None:
+            break
+        is_weak, quoted, raw = match.groups()
+        if raw == "*":
+            return ds.ETags(star_tag=True)
+        elif quoted:
+            raw = quoted
+        if is_weak:
+            weak.append(raw)
+        else:
+            strong.append(raw)
+        pos = match.end()
+    return ds.ETags(strong, weak)
+
+
+def generate_etag(data: bytes) -> str:
+    """Generate an etag for some data.
+
+    .. versionchanged:: 2.0
+        Use SHA-1. MD5 may not be available in some environments.
+    """
+    return sha1(data).hexdigest()
+
+
+def parse_date(value: t.Optional[str]) -> t.Optional[datetime]:
+    """Parse an :rfc:`2822` date into a timezone-aware
+    :class:`datetime.datetime` object, or ``None`` if parsing fails.
+
+    This is a wrapper for :func:`email.utils.parsedate_to_datetime`. It
+    returns ``None`` if parsing fails instead of raising an exception,
+    and always returns a timezone-aware datetime object. If the string
+    doesn't have timezone information, it is assumed to be UTC.
+
+    :param value: A string with a supported date format.
+
+    .. versionchanged:: 2.0
+        Return a timezone-aware datetime object. Use
+        ``email.utils.parsedate_to_datetime``.
+    """
+    if value is None:
+        return None
+
+    try:
+        dt = email.utils.parsedate_to_datetime(value)
+    except (TypeError, ValueError):
+        return None
+
+    if dt.tzinfo is None:
+        return dt.replace(tzinfo=timezone.utc)
+
+    return dt
+
+
+def http_date(
+    timestamp: t.Optional[t.Union[datetime, date, int, float, struct_time]] = None
+) -> str:
+    """Format a datetime object or timestamp into an :rfc:`2822` date
+    string.
+
+    This is a wrapper for :func:`email.utils.format_datetime`. It
+    assumes naive datetime objects are in UTC instead of raising an
+    exception.
+
+    :param timestamp: The datetime or timestamp to format. Defaults to
+        the current time.
+
+    .. versionchanged:: 2.0
+        Use ``email.utils.format_datetime``. Accept ``date`` objects.
+    """
+    if isinstance(timestamp, date):
+        if not isinstance(timestamp, datetime):
+            # Assume plain date is midnight UTC.
+            timestamp = datetime.combine(timestamp, time(), tzinfo=timezone.utc)
+        else:
+            # Ensure datetime is timezone-aware.
+            timestamp = _dt_as_utc(timestamp)
+
+        return email.utils.format_datetime(timestamp, usegmt=True)
+
+    if isinstance(timestamp, struct_time):
+        timestamp = mktime(timestamp)
+
+    return email.utils.formatdate(timestamp, usegmt=True)
+
+
+def parse_age(value: t.Optional[str] = None) -> t.Optional[timedelta]:
+    """Parses a base-10 integer count of seconds into a timedelta.
+
+    If parsing fails, the return value is `None`.
+
+    :param value: a string consisting of an integer represented in base-10
+    :return: a :class:`datetime.timedelta` object or `None`.
+    """
+    if not value:
+        return None
+    try:
+        seconds = int(value)
+    except ValueError:
+        return None
+    if seconds < 0:
+        return None
+    try:
+        return timedelta(seconds=seconds)
+    except OverflowError:
+        return None
+
+
+def dump_age(age: t.Optional[t.Union[timedelta, int]] = None) -> t.Optional[str]:
+    """Formats the duration as a base-10 integer.
+
+    :param age: should be an integer number of seconds,
+                a :class:`datetime.timedelta` object, or,
+                if the age is unknown, `None` (default).
+    """
+    if age is None:
+        return None
+    if isinstance(age, timedelta):
+        age = int(age.total_seconds())
+    else:
+        age = int(age)
+
+    if age < 0:
+        raise ValueError("age cannot be negative")
+
+    return str(age)
+
+
+def is_resource_modified(
+    environ: "WSGIEnvironment",
+    etag: t.Optional[str] = None,
+    data: t.Optional[bytes] = None,
+    last_modified: t.Optional[t.Union[datetime, str]] = None,
+    ignore_if_range: bool = True,
+) -> bool:
+    """Convenience method for conditional requests.
+
+    :param environ: the WSGI environment of the request to be checked.
+    :param etag: the etag for the response for comparison.
+    :param data: or alternatively the data of the response to automatically
+                 generate an etag using :func:`generate_etag`.
+    :param last_modified: an optional date of the last modification.
+    :param ignore_if_range: If `False`, `If-Range` header will be taken into
+                            account.
+    :return: `True` if the resource was modified, otherwise `False`.
+
+    .. versionchanged:: 2.0
+        SHA-1 is used to generate an etag value for the data. MD5 may
+        not be available in some environments.
+
+    .. versionchanged:: 1.0.0
+        The check is run for methods other than ``GET`` and ``HEAD``.
+    """
+    return _sansio_http.is_resource_modified(
+        http_range=environ.get("HTTP_RANGE"),
+        http_if_range=environ.get("HTTP_IF_RANGE"),
+        http_if_modified_since=environ.get("HTTP_IF_MODIFIED_SINCE"),
+        http_if_none_match=environ.get("HTTP_IF_NONE_MATCH"),
+        http_if_match=environ.get("HTTP_IF_MATCH"),
+        etag=etag,
+        data=data,
+        last_modified=last_modified,
+        ignore_if_range=ignore_if_range,
+    )
+
+
+def remove_entity_headers(
+    headers: t.Union["ds.Headers", t.List[t.Tuple[str, str]]],
+    allowed: t.Iterable[str] = ("expires", "content-location"),
+) -> None:
+    """Remove all entity headers from a list or :class:`Headers` object.  This
+    operation works in-place.  `Expires` and `Content-Location` headers are
+    by default not removed.  The reason for this is :rfc:`2616` section
+    10.3.5 which specifies some entity headers that should be sent.
+
+    .. versionchanged:: 0.5
+       added `allowed` parameter.
+
+    :param headers: a list or :class:`Headers` object.
+    :param allowed: a list of headers that should still be allowed even though
+                    they are entity headers.
+    """
+    allowed = {x.lower() for x in allowed}
+    headers[:] = [
+        (key, value)
+        for key, value in headers
+        if not is_entity_header(key) or key.lower() in allowed
+    ]
+
+
+def remove_hop_by_hop_headers(
+    headers: t.Union["ds.Headers", t.List[t.Tuple[str, str]]]
+) -> None:
+    """Remove all HTTP/1.1 "Hop-by-Hop" headers from a list or
+    :class:`Headers` object.  This operation works in-place.
+
+    .. versionadded:: 0.5
+
+    :param headers: a list or :class:`Headers` object.
+    """
+    headers[:] = [
+        (key, value) for key, value in headers if not is_hop_by_hop_header(key)
+    ]
+
+
+def is_entity_header(header: str) -> bool:
+    """Check if a header is an entity header.
+
+    .. versionadded:: 0.5
+
+    :param header: the header to test.
+    :return: `True` if it's an entity header, `False` otherwise.
+    """
+    return header.lower() in _entity_headers
+
+
+def is_hop_by_hop_header(header: str) -> bool:
+    """Check if a header is an HTTP/1.1 "Hop-by-Hop" header.
+
+    .. versionadded:: 0.5
+
+    :param header: the header to test.
+    :return: `True` if it's an HTTP/1.1 "Hop-by-Hop" header, `False` otherwise.
+    """
+    return header.lower() in _hop_by_hop_headers
+
+
+def parse_cookie(
+    header: t.Union["WSGIEnvironment", str, bytes, None],
+    charset: str = "utf-8",
+    errors: str = "replace",
+    cls: t.Optional[t.Type["ds.MultiDict"]] = None,
+) -> "ds.MultiDict[str, str]":
+    """Parse a cookie from a string or WSGI environ.
+
+    The same key can be provided multiple times, the values are stored
+    in-order. The default :class:`MultiDict` will have the first value
+    first, and all values can be retrieved with
+    :meth:`MultiDict.getlist`.
+
+    :param header: The cookie header as a string, or a WSGI environ dict
+        with a ``HTTP_COOKIE`` key.
+    :param charset: The charset for the cookie values.
+    :param errors: The error behavior for the charset decoding.
+    :param cls: A dict-like class to store the parsed cookies in.
+        Defaults to :class:`MultiDict`.
+
+    .. versionchanged:: 1.0.0
+        Returns a :class:`MultiDict` instead of a
+        ``TypeConversionDict``.
+
+    .. versionchanged:: 0.5
+       Returns a :class:`TypeConversionDict` instead of a regular dict.
+       The ``cls`` parameter was added.
+    """
+    if isinstance(header, dict):
+        cookie = header.get("HTTP_COOKIE", "")
+    elif header is None:
+        cookie = ""
+    else:
+        cookie = header
+
+    return _sansio_http.parse_cookie(
+        cookie=cookie, charset=charset, errors=errors, cls=cls
+    )
+
+
+def dump_cookie(
+    key: str,
+    value: t.Union[bytes, str] = "",
+    max_age: t.Optional[t.Union[timedelta, int]] = None,
+    expires: t.Optional[t.Union[str, datetime, int, float]] = None,
+    path: t.Optional[str] = "/",
+    domain: t.Optional[str] = None,
+    secure: bool = False,
+    httponly: bool = False,
+    charset: str = "utf-8",
+    sync_expires: bool = True,
+    max_size: int = 4093,
+    samesite: t.Optional[str] = None,
+) -> str:
+    """Create a Set-Cookie header without the ``Set-Cookie`` prefix.
+
+    The return value is usually restricted to ascii as the vast majority
+    of values are properly escaped, but that is no guarantee. It's
+    tunneled through latin1 as required by :pep:`3333`.
+
+    The return value is not ASCII safe if the key contains unicode
+    characters.  This is technically against the specification but
+    happens in the wild.  It's strongly recommended to not use
+    non-ASCII values for the keys.
+
+    :param max_age: should be a number of seconds, or `None` (default) if
+                    the cookie should last only as long as the client's
+                    browser session.  Additionally `timedelta` objects
+                    are accepted, too.
+    :param expires: should be a `datetime` object or unix timestamp.
+    :param path: limits the cookie to a given path, per default it will
+                 span the whole domain.
+    :param domain: Use this if you want to set a cross-domain cookie. For
+                   example, ``domain=".example.com"`` will set a cookie
+                   that is readable by the domain ``www.example.com``,
+                   ``foo.example.com`` etc. Otherwise, a cookie will only
+                   be readable by the domain that set it.
+    :param secure: The cookie will only be available via HTTPS
+    :param httponly: disallow JavaScript to access the cookie.  This is an
+                     extension to the cookie standard and probably not
+                     supported by all browsers.
+    :param charset: the encoding for string values.
+    :param sync_expires: automatically set expires if max_age is defined
+                         but expires not.
+    :param max_size: Warn if the final header value exceeds this size. The
+        default, 4093, should be safely `supported by most browsers
+        <cookie_>`_. Set to 0 to disable this check.
+    :param samesite: Limits the scope of the cookie such that it will
+        only be attached to requests if those requests are same-site.
+
+    .. _`cookie`: http://browsercookielimits.squawky.net/
+
+    .. versionchanged:: 1.0.0
+        The string ``'None'`` is accepted for ``samesite``.
+    """
+    key = _to_bytes(key, charset)
+    value = _to_bytes(value, charset)
+
+    if path is not None:
+        from .urls import iri_to_uri
+
+        path = iri_to_uri(path, charset)
+
+    domain = _make_cookie_domain(domain)
+
+    if isinstance(max_age, timedelta):
+        max_age = int(max_age.total_seconds())
+
+    if expires is not None:
+        if not isinstance(expires, str):
+            expires = http_date(expires)
+    elif max_age is not None and sync_expires:
+        expires = http_date(datetime.now(tz=timezone.utc).timestamp() + max_age)
+
+    if samesite is not None:
+        samesite = samesite.title()
+
+        if samesite not in {"Strict", "Lax", "None"}:
+            raise ValueError("SameSite must be 'Strict', 'Lax', or 'None'.")
+
+    buf = [key + b"=" + _cookie_quote(value)]
+
+    # XXX: In theory all of these parameters that are not marked with `None`
+    # should be quoted.  Because stdlib did not quote it before I did not
+    # want to introduce quoting there now.
+    for k, v, q in (
+        (b"Domain", domain, True),
+        (b"Expires", expires, False),
+        (b"Max-Age", max_age, False),
+        (b"Secure", secure, None),
+        (b"HttpOnly", httponly, None),
+        (b"Path", path, False),
+        (b"SameSite", samesite, False),
+    ):
+        if q is None:
+            if v:
+                buf.append(k)
+            continue
+
+        if v is None:
+            continue
+
+        tmp = bytearray(k)
+        if not isinstance(v, (bytes, bytearray)):
+            v = _to_bytes(str(v), charset)
+        if q:
+            v = _cookie_quote(v)
+        tmp += b"=" + v
+        buf.append(bytes(tmp))
+
+    # The return value will be an incorrectly encoded latin1 header for
+    # consistency with the headers object.
+    rv = b"; ".join(buf)
+    rv = rv.decode("latin1")
+
+    # Warn if the final value of the cookie is larger than the limit. If the
+    # cookie is too large, then it may be silently ignored by the browser,
+    # which can be quite hard to debug.
+    cookie_size = len(rv)
+
+    if max_size and cookie_size > max_size:
+        value_size = len(value)
+        warnings.warn(
+            f"The {key.decode(charset)!r} cookie is too large: the value was"
+            f" {value_size} bytes but the"
+            f" header required {cookie_size - value_size} extra bytes. The final size"
+            f" was {cookie_size} bytes but the limit is {max_size} bytes. Browsers may"
+            f" silently ignore cookies larger than this.",
+            stacklevel=2,
+        )
+
+    return rv
+
+
+def is_byte_range_valid(
+    start: t.Optional[int], stop: t.Optional[int], length: t.Optional[int]
+) -> bool:
+    """Checks if a given byte content range is valid for the given length.
+
+    .. versionadded:: 0.7
+    """
+    if (start is None) != (stop is None):
+        return False
+    elif start is None:
+        return length is None or length >= 0
+    elif length is None:
+        return 0 <= start < stop  # type: ignore
+    elif start >= stop:  # type: ignore
+        return False
+    return 0 <= start < length
+
+
+# circular dependencies
+from . import datastructures as ds
+from .sansio import http as _sansio_http
diff --git a/venv/lib/python3.8/site-packages/werkzeug/local.py b/venv/lib/python3.8/site-packages/werkzeug/local.py
new file mode 100644
index 0000000..70e9bf7
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/local.py
@@ -0,0 +1,648 @@
+import copy
+import math
+import operator
+import typing as t
+from contextvars import ContextVar
+from functools import partial
+from functools import update_wrapper
+from operator import attrgetter
+
+from .wsgi import ClosingIterator
+
+if t.TYPE_CHECKING:
+    from _typeshed.wsgi import StartResponse
+    from _typeshed.wsgi import WSGIApplication
+    from _typeshed.wsgi import WSGIEnvironment
+
+T = t.TypeVar("T")
+F = t.TypeVar("F", bound=t.Callable[..., t.Any])
+
+
+def release_local(local: t.Union["Local", "LocalStack"]) -> None:
+    """Release the data for the current context in a :class:`Local` or
+    :class:`LocalStack` without using a :class:`LocalManager`.
+
+    This should not be needed for modern use cases, and may be removed
+    in the future.
+
+    .. versionadded:: 0.6.1
+    """
+    local.__release_local__()
+
+
+class Local:
+    """Create a namespace of context-local data. This wraps a
+    :class:`ContextVar` containing a :class:`dict` value.
+
+    This may incur a performance penalty compared to using individual
+    context vars, as it has to copy data to avoid mutating the dict
+    between nested contexts.
+
+    :param context_var: The :class:`~contextvars.ContextVar` to use as
+        storage for this local. If not given, one will be created.
+        Context vars not created at the global scope may interfere with
+        garbage collection.
+
+    .. versionchanged:: 2.0
+        Uses ``ContextVar`` instead of a custom storage implementation.
+    """
+
+    __slots__ = ("__storage",)
+
+    def __init__(
+        self, context_var: t.Optional[ContextVar[t.Dict[str, t.Any]]] = None
+    ) -> None:
+        if context_var is None:
+            # A ContextVar not created at global scope interferes with
+            # Python's garbage collection. However, a local only makes
+            # sense defined at the global scope as well, in which case
+            # the GC issue doesn't seem relevant.
+            context_var = ContextVar(f"werkzeug.Local<{id(self)}>.storage")
+
+        object.__setattr__(self, "_Local__storage", context_var)
+
+    def __iter__(self) -> t.Iterator[t.Tuple[str, t.Any]]:
+        return iter(self.__storage.get({}).items())
+
+    def __call__(
+        self, name: str, *, unbound_message: t.Optional[str] = None
+    ) -> "LocalProxy":
+        """Create a :class:`LocalProxy` that access an attribute on this
+        local namespace.
+
+        :param name: Proxy this attribute.
+        :param unbound_message: The error message that the proxy will
+            show if the attribute isn't set.
+        """
+        return LocalProxy(self, name, unbound_message=unbound_message)
+
+    def __release_local__(self) -> None:
+        self.__storage.set({})
+
+    def __getattr__(self, name: str) -> t.Any:
+        values = self.__storage.get({})
+
+        if name in values:
+            return values[name]
+
+        raise AttributeError(name)
+
+    def __setattr__(self, name: str, value: t.Any) -> None:
+        values = self.__storage.get({}).copy()
+        values[name] = value
+        self.__storage.set(values)
+
+    def __delattr__(self, name: str) -> None:
+        values = self.__storage.get({})
+
+        if name in values:
+            values = values.copy()
+            del values[name]
+            self.__storage.set(values)
+        else:
+            raise AttributeError(name)
+
+
+class LocalStack(t.Generic[T]):
+    """Create a stack of context-local data. This wraps a
+    :class:`ContextVar` containing a :class:`list` value.
+
+    This may incur a performance penalty compared to using individual
+    context vars, as it has to copy data to avoid mutating the list
+    between nested contexts.
+
+    :param context_var: The :class:`~contextvars.ContextVar` to use as
+        storage for this local. If not given, one will be created.
+        Context vars not created at the global scope may interfere with
+        garbage collection.
+
+    .. versionchanged:: 2.0
+        Uses ``ContextVar`` instead of a custom storage implementation.
+
+    .. versionadded:: 0.6.1
+    """
+
+    __slots__ = ("_storage",)
+
+    def __init__(self, context_var: t.Optional[ContextVar[t.List[T]]] = None) -> None:
+        if context_var is None:
+            # A ContextVar not created at global scope interferes with
+            # Python's garbage collection. However, a local only makes
+            # sense defined at the global scope as well, in which case
+            # the GC issue doesn't seem relevant.
+            context_var = ContextVar(f"werkzeug.LocalStack<{id(self)}>.storage")
+
+        self._storage = context_var
+
+    def __release_local__(self) -> None:
+        self._storage.set([])
+
+    def push(self, obj: T) -> t.List[T]:
+        """Add a new item to the top of the stack."""
+        stack = self._storage.get([]).copy()
+        stack.append(obj)
+        self._storage.set(stack)
+        return stack
+
+    def pop(self) -> t.Optional[T]:
+        """Remove the top item from the stack and return it. If the
+        stack is empty, return ``None``.
+        """
+        stack = self._storage.get([])
+
+        if len(stack) == 0:
+            return None
+
+        rv = stack[-1]
+        self._storage.set(stack[:-1])
+        return rv
+
+    @property
+    def top(self) -> t.Optional[T]:
+        """The topmost item on the stack.  If the stack is empty,
+        `None` is returned.
+        """
+        stack = self._storage.get([])
+
+        if len(stack) == 0:
+            return None
+
+        return stack[-1]
+
+    def __call__(
+        self, name: t.Optional[str] = None, *, unbound_message: t.Optional[str] = None
+    ) -> "LocalProxy":
+        """Create a :class:`LocalProxy` that accesses the top of this
+        local stack.
+
+        :param name: If given, the proxy access this attribute of the
+            top item, rather than the item itself.
+        :param unbound_message: The error message that the proxy will
+            show if the stack is empty.
+        """
+        return LocalProxy(self, name, unbound_message=unbound_message)
+
+
+class LocalManager:
+    """Manage releasing the data for the current context in one or more
+    :class:`Local` and :class:`LocalStack` objects.
+
+    This should not be needed for modern use cases, and may be removed
+    in the future.
+
+    :param locals: A local or list of locals to manage.
+
+    .. versionchanged:: 2.0
+        ``ident_func`` is deprecated and will be removed in Werkzeug
+         2.1.
+
+    .. versionchanged:: 0.7
+        The ``ident_func`` parameter was added.
+
+    .. versionchanged:: 0.6.1
+        The :func:`release_local` function can be used instead of a
+        manager.
+    """
+
+    __slots__ = ("locals",)
+
+    def __init__(
+        self,
+        locals: t.Optional[
+            t.Union[Local, LocalStack, t.Iterable[t.Union[Local, LocalStack]]]
+        ] = None,
+    ) -> None:
+        if locals is None:
+            self.locals = []
+        elif isinstance(locals, Local):
+            self.locals = [locals]
+        else:
+            self.locals = list(locals)  # type: ignore[arg-type]
+
+    def cleanup(self) -> None:
+        """Release the data in the locals for this context. Call this at
+        the end of each request or use :meth:`make_middleware`.
+        """
+        for local in self.locals:
+            release_local(local)
+
+    def make_middleware(self, app: "WSGIApplication") -> "WSGIApplication":
+        """Wrap a WSGI application so that local data is released
+        automatically after the response has been sent for a request.
+        """
+
+        def application(
+            environ: "WSGIEnvironment", start_response: "StartResponse"
+        ) -> t.Iterable[bytes]:
+            return ClosingIterator(app(environ, start_response), self.cleanup)
+
+        return application
+
+    def middleware(self, func: "WSGIApplication") -> "WSGIApplication":
+        """Like :meth:`make_middleware` but used as a decorator on the
+        WSGI application function.
+
+        .. code-block:: python
+
+            @manager.middleware
+            def application(environ, start_response):
+                ...
+        """
+        return update_wrapper(self.make_middleware(func), func)
+
+    def __repr__(self) -> str:
+        return f"<{type(self).__name__} storages: {len(self.locals)}>"
+
+
+class _ProxyLookup:
+    """Descriptor that handles proxied attribute lookup for
+    :class:`LocalProxy`.
+
+    :param f: The built-in function this attribute is accessed through.
+        Instead of looking up the special method, the function call
+        is redone on the object.
+    :param fallback: Return this function if the proxy is unbound
+        instead of raising a :exc:`RuntimeError`.
+    :param is_attr: This proxied name is an attribute, not a function.
+        Call the fallback immediately to get the value.
+    :param class_value: Value to return when accessed from the
+        ``LocalProxy`` class directly. Used for ``__doc__`` so building
+        docs still works.
+    """
+
+    __slots__ = ("bind_f", "fallback", "is_attr", "class_value", "name")
+
+    def __init__(
+        self,
+        f: t.Optional[t.Callable] = None,
+        fallback: t.Optional[t.Callable] = None,
+        class_value: t.Optional[t.Any] = None,
+        is_attr: bool = False,
+    ) -> None:
+        bind_f: t.Optional[t.Callable[["LocalProxy", t.Any], t.Callable]]
+
+        if hasattr(f, "__get__"):
+            # A Python function, can be turned into a bound method.
+
+            def bind_f(instance: "LocalProxy", obj: t.Any) -> t.Callable:
+                return f.__get__(obj, type(obj))  # type: ignore
+
+        elif f is not None:
+            # A C function, use partial to bind the first argument.
+
+            def bind_f(instance: "LocalProxy", obj: t.Any) -> t.Callable:
+                return partial(f, obj)  # type: ignore
+
+        else:
+            # Use getattr, which will produce a bound method.
+            bind_f = None
+
+        self.bind_f = bind_f
+        self.fallback = fallback
+        self.class_value = class_value
+        self.is_attr = is_attr
+
+    def __set_name__(self, owner: "LocalProxy", name: str) -> None:
+        self.name = name
+
+    def __get__(self, instance: "LocalProxy", owner: t.Optional[type] = None) -> t.Any:
+        if instance is None:
+            if self.class_value is not None:
+                return self.class_value
+
+            return self
+
+        try:
+            obj = instance._get_current_object()  # type: ignore[misc]
+        except RuntimeError:
+            if self.fallback is None:
+                raise
+
+            fallback = self.fallback.__get__(instance, owner)
+
+            if self.is_attr:
+                # __class__ and __doc__ are attributes, not methods.
+                # Call the fallback to get the value.
+                return fallback()
+
+            return fallback
+
+        if self.bind_f is not None:
+            return self.bind_f(instance, obj)
+
+        return getattr(obj, self.name)
+
+    def __repr__(self) -> str:
+        return f"proxy {self.name}"
+
+    def __call__(self, instance: "LocalProxy", *args: t.Any, **kwargs: t.Any) -> t.Any:
+        """Support calling unbound methods from the class. For example,
+        this happens with ``copy.copy``, which does
+        ``type(x).__copy__(x)``. ``type(x)`` can't be proxied, so it
+        returns the proxy type and descriptor.
+        """
+        return self.__get__(instance, type(instance))(*args, **kwargs)
+
+
+class _ProxyIOp(_ProxyLookup):
+    """Look up an augmented assignment method on a proxied object. The
+    method is wrapped to return the proxy instead of the object.
+    """
+
+    __slots__ = ()
+
+    def __init__(
+        self, f: t.Optional[t.Callable] = None, fallback: t.Optional[t.Callable] = None
+    ) -> None:
+        super().__init__(f, fallback)
+
+        def bind_f(instance: "LocalProxy", obj: t.Any) -> t.Callable:
+            def i_op(self: t.Any, other: t.Any) -> "LocalProxy":
+                f(self, other)  # type: ignore
+                return instance
+
+            return i_op.__get__(obj, type(obj))  # type: ignore
+
+        self.bind_f = bind_f
+
+
+def _l_to_r_op(op: F) -> F:
+    """Swap the argument order to turn an l-op into an r-op."""
+
+    def r_op(obj: t.Any, other: t.Any) -> t.Any:
+        return op(other, obj)
+
+    return t.cast(F, r_op)
+
+
+def _identity(o: T) -> T:
+    return o
+
+
+class LocalProxy(t.Generic[T]):
+    """A proxy to the object bound to a context-local object. All
+    operations on the proxy are forwarded to the bound object. If no
+    object is bound, a ``RuntimeError`` is raised.
+
+    :param local: The context-local object that provides the proxied
+        object.
+    :param name: Proxy this attribute from the proxied object.
+    :param unbound_message: The error message to show if the
+        context-local object is unbound.
+
+    Proxy a :class:`~contextvars.ContextVar` to make it easier to
+    access. Pass a name to proxy that attribute.
+
+    .. code-block:: python
+
+        _request_var = ContextVar("request")
+        request = LocalProxy(_request_var)
+        session = LocalProxy(_request_var, "session")
+
+    Proxy an attribute on a :class:`Local` namespace by calling the
+    local with the attribute name:
+
+    .. code-block:: python
+
+        data = Local()
+        user = data("user")
+
+    Proxy the top item on a :class:`LocalStack` by calling the local.
+    Pass a name to proxy that attribute.
+
+    .. code-block::
+
+        app_stack = LocalStack()
+        current_app = app_stack()
+        g = app_stack("g")
+
+    Pass a function to proxy the return value from that function. This
+    was previously used to access attributes of local objects before
+    that was supported directly.
+
+    .. code-block:: python
+
+        session = LocalProxy(lambda: request.session)
+
+    ``__repr__`` and ``__class__`` are proxied, so ``repr(x)`` and
+    ``isinstance(x, cls)`` will look like the proxied object. Use
+    ``issubclass(type(x), LocalProxy)`` to check if an object is a
+    proxy.
+
+    .. code-block:: python
+
+        repr(user)  # <User admin>
+        isinstance(user, User)  # True
+        issubclass(type(user), LocalProxy)  # True
+
+    .. versionchanged:: 2.2.2
+        ``__wrapped__`` is set when wrapping an object, not only when
+        wrapping a function, to prevent doctest from failing.
+
+    .. versionchanged:: 2.2
+        Can proxy a ``ContextVar`` or ``LocalStack`` directly.
+
+    .. versionchanged:: 2.2
+        The ``name`` parameter can be used with any proxied object, not
+        only ``Local``.
+
+    .. versionchanged:: 2.2
+        Added the ``unbound_message`` parameter.
+
+    .. versionchanged:: 2.0
+        Updated proxied attributes and methods to reflect the current
+        data model.
+
+    .. versionchanged:: 0.6.1
+        The class can be instantiated with a callable.
+    """
+
+    __slots__ = ("__wrapped", "_get_current_object")
+
+    _get_current_object: t.Callable[[], T]
+    """Return the current object this proxy is bound to. If the proxy is
+    unbound, this raises a ``RuntimeError``.
+
+    This should be used if you need to pass the object to something that
+    doesn't understand the proxy. It can also be useful for performance
+    if you are accessing the object multiple times in a function, rather
+    than going through the proxy multiple times.
+    """
+
+    def __init__(
+        self,
+        local: t.Union[ContextVar[T], Local, LocalStack[T], t.Callable[[], T]],
+        name: t.Optional[str] = None,
+        *,
+        unbound_message: t.Optional[str] = None,
+    ) -> None:
+        if name is None:
+            get_name = _identity
+        else:
+            get_name = attrgetter(name)  # type: ignore[assignment]
+
+        if unbound_message is None:
+            unbound_message = "object is not bound"
+
+        if isinstance(local, Local):
+            if name is None:
+                raise TypeError("'name' is required when proxying a 'Local' object.")
+
+            def _get_current_object() -> T:
+                try:
+                    return get_name(local)  # type: ignore[return-value]
+                except AttributeError:
+                    raise RuntimeError(unbound_message) from None
+
+        elif isinstance(local, LocalStack):
+
+            def _get_current_object() -> T:
+                obj = local.top  # type: ignore[union-attr]
+
+                if obj is None:
+                    raise RuntimeError(unbound_message)
+
+                return get_name(obj)
+
+        elif isinstance(local, ContextVar):
+
+            def _get_current_object() -> T:
+                try:
+                    obj = local.get()  # type: ignore[union-attr]
+                except LookupError:
+                    raise RuntimeError(unbound_message) from None
+
+                return get_name(obj)
+
+        elif callable(local):
+
+            def _get_current_object() -> T:
+                return get_name(local())  # type: ignore
+
+        else:
+            raise TypeError(f"Don't know how to proxy '{type(local)}'.")
+
+        object.__setattr__(self, "_LocalProxy__wrapped", local)
+        object.__setattr__(self, "_get_current_object", _get_current_object)
+
+    __doc__ = _ProxyLookup(  # type: ignore
+        class_value=__doc__, fallback=lambda self: type(self).__doc__, is_attr=True
+    )
+    __wrapped__ = _ProxyLookup(
+        fallback=lambda self: self._LocalProxy__wrapped, is_attr=True
+    )
+    # __del__ should only delete the proxy
+    __repr__ = _ProxyLookup(  # type: ignore
+        repr, fallback=lambda self: f"<{type(self).__name__} unbound>"
+    )
+    __str__ = _ProxyLookup(str)  # type: ignore
+    __bytes__ = _ProxyLookup(bytes)
+    __format__ = _ProxyLookup()  # type: ignore
+    __lt__ = _ProxyLookup(operator.lt)
+    __le__ = _ProxyLookup(operator.le)
+    __eq__ = _ProxyLookup(operator.eq)  # type: ignore
+    __ne__ = _ProxyLookup(operator.ne)  # type: ignore
+    __gt__ = _ProxyLookup(operator.gt)
+    __ge__ = _ProxyLookup(operator.ge)
+    __hash__ = _ProxyLookup(hash)  # type: ignore
+    __bool__ = _ProxyLookup(bool, fallback=lambda self: False)
+    __getattr__ = _ProxyLookup(getattr)
+    # __getattribute__ triggered through __getattr__
+    __setattr__ = _ProxyLookup(setattr)  # type: ignore
+    __delattr__ = _ProxyLookup(delattr)  # type: ignore
+    __dir__ = _ProxyLookup(dir, fallback=lambda self: [])  # type: ignore
+    # __get__ (proxying descriptor not supported)
+    # __set__ (descriptor)
+    # __delete__ (descriptor)
+    # __set_name__ (descriptor)
+    # __objclass__ (descriptor)
+    # __slots__ used by proxy itself
+    # __dict__ (__getattr__)
+    # __weakref__ (__getattr__)
+    # __init_subclass__ (proxying metaclass not supported)
+    # __prepare__ (metaclass)
+    __class__ = _ProxyLookup(
+        fallback=lambda self: type(self), is_attr=True
+    )  # type: ignore
+    __instancecheck__ = _ProxyLookup(lambda self, other: isinstance(other, self))
+    __subclasscheck__ = _ProxyLookup(lambda self, other: issubclass(other, self))
+    # __class_getitem__ triggered through __getitem__
+    __call__ = _ProxyLookup(lambda self, *args, **kwargs: self(*args, **kwargs))
+    __len__ = _ProxyLookup(len)
+    __length_hint__ = _ProxyLookup(operator.length_hint)
+    __getitem__ = _ProxyLookup(operator.getitem)
+    __setitem__ = _ProxyLookup(operator.setitem)
+    __delitem__ = _ProxyLookup(operator.delitem)
+    # __missing__ triggered through __getitem__
+    __iter__ = _ProxyLookup(iter)
+    __next__ = _ProxyLookup(next)
+    __reversed__ = _ProxyLookup(reversed)
+    __contains__ = _ProxyLookup(operator.contains)
+    __add__ = _ProxyLookup(operator.add)
+    __sub__ = _ProxyLookup(operator.sub)
+    __mul__ = _ProxyLookup(operator.mul)
+    __matmul__ = _ProxyLookup(operator.matmul)
+    __truediv__ = _ProxyLookup(operator.truediv)
+    __floordiv__ = _ProxyLookup(operator.floordiv)
+    __mod__ = _ProxyLookup(operator.mod)
+    __divmod__ = _ProxyLookup(divmod)
+    __pow__ = _ProxyLookup(pow)
+    __lshift__ = _ProxyLookup(operator.lshift)
+    __rshift__ = _ProxyLookup(operator.rshift)
+    __and__ = _ProxyLookup(operator.and_)
+    __xor__ = _ProxyLookup(operator.xor)
+    __or__ = _ProxyLookup(operator.or_)
+    __radd__ = _ProxyLookup(_l_to_r_op(operator.add))
+    __rsub__ = _ProxyLookup(_l_to_r_op(operator.sub))
+    __rmul__ = _ProxyLookup(_l_to_r_op(operator.mul))
+    __rmatmul__ = _ProxyLookup(_l_to_r_op(operator.matmul))
+    __rtruediv__ = _ProxyLookup(_l_to_r_op(operator.truediv))
+    __rfloordiv__ = _ProxyLookup(_l_to_r_op(operator.floordiv))
+    __rmod__ = _ProxyLookup(_l_to_r_op(operator.mod))
+    __rdivmod__ = _ProxyLookup(_l_to_r_op(divmod))
+    __rpow__ = _ProxyLookup(_l_to_r_op(pow))
+    __rlshift__ = _ProxyLookup(_l_to_r_op(operator.lshift))
+    __rrshift__ = _ProxyLookup(_l_to_r_op(operator.rshift))
+    __rand__ = _ProxyLookup(_l_to_r_op(operator.and_))
+    __rxor__ = _ProxyLookup(_l_to_r_op(operator.xor))
+    __ror__ = _ProxyLookup(_l_to_r_op(operator.or_))
+    __iadd__ = _ProxyIOp(operator.iadd)
+    __isub__ = _ProxyIOp(operator.isub)
+    __imul__ = _ProxyIOp(operator.imul)
+    __imatmul__ = _ProxyIOp(operator.imatmul)
+    __itruediv__ = _ProxyIOp(operator.itruediv)
+    __ifloordiv__ = _ProxyIOp(operator.ifloordiv)
+    __imod__ = _ProxyIOp(operator.imod)
+    __ipow__ = _ProxyIOp(operator.ipow)
+    __ilshift__ = _ProxyIOp(operator.ilshift)
+    __irshift__ = _ProxyIOp(operator.irshift)
+    __iand__ = _ProxyIOp(operator.iand)
+    __ixor__ = _ProxyIOp(operator.ixor)
+    __ior__ = _ProxyIOp(operator.ior)
+    __neg__ = _ProxyLookup(operator.neg)
+    __pos__ = _ProxyLookup(operator.pos)
+    __abs__ = _ProxyLookup(abs)
+    __invert__ = _ProxyLookup(operator.invert)
+    __complex__ = _ProxyLookup(complex)
+    __int__ = _ProxyLookup(int)
+    __float__ = _ProxyLookup(float)
+    __index__ = _ProxyLookup(operator.index)
+    __round__ = _ProxyLookup(round)
+    __trunc__ = _ProxyLookup(math.trunc)
+    __floor__ = _ProxyLookup(math.floor)
+    __ceil__ = _ProxyLookup(math.ceil)
+    __enter__ = _ProxyLookup()
+    __exit__ = _ProxyLookup()
+    __await__ = _ProxyLookup()
+    __aiter__ = _ProxyLookup()
+    __anext__ = _ProxyLookup()
+    __aenter__ = _ProxyLookup()
+    __aexit__ = _ProxyLookup()
+    __copy__ = _ProxyLookup(copy.copy)
+    __deepcopy__ = _ProxyLookup(copy.deepcopy)
+    # __getnewargs_ex__ (pickle through proxy not supported)
+    # __getnewargs__ (pickle)
+    # __getstate__ (pickle)
+    # __setstate__ (pickle)
+    # __reduce__ (pickle)
+    # __reduce_ex__ (pickle)
diff --git a/venv/lib/python3.8/site-packages/werkzeug/middleware/__init__.py b/venv/lib/python3.8/site-packages/werkzeug/middleware/__init__.py
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a9/fa/a0/753e67a701bdb1eb37f855d025fdda07de4960fd737217ad1ff4f73d4c
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@@ -0,0 +1 @@
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@@ -0,0 +1 @@
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diff --git a/venv/lib/python3.8/site-packages/werkzeug/middleware/lint.py b/venv/lib/python3.8/site-packages/werkzeug/middleware/lint.py
new file mode 100644
index 0000000..6b54630
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+++ b/venv/lib/python3.8/site-packages/werkzeug/middleware/lint.py
@@ -0,0 +1,420 @@
+"""
+WSGI Protocol Linter
+====================
+
+This module provides a middleware that performs sanity checks on the
+behavior of the WSGI server and application. It checks that the
+:pep:`3333` WSGI spec is properly implemented. It also warns on some
+common HTTP errors such as non-empty responses for 304 status codes.
+
+.. autoclass:: LintMiddleware
+
+:copyright: 2007 Pallets
+:license: BSD-3-Clause
+"""
+import typing as t
+from types import TracebackType
+from urllib.parse import urlparse
+from warnings import warn
+
+from ..datastructures import Headers
+from ..http import is_entity_header
+from ..wsgi import FileWrapper
+
+if t.TYPE_CHECKING:
+    from _typeshed.wsgi import StartResponse
+    from _typeshed.wsgi import WSGIApplication
+    from _typeshed.wsgi import WSGIEnvironment
+
+
+class WSGIWarning(Warning):
+    """Warning class for WSGI warnings."""
+
+
+class HTTPWarning(Warning):
+    """Warning class for HTTP warnings."""
+
+
+def check_type(context: str, obj: object, need: t.Type = str) -> None:
+    if type(obj) is not need:
+        warn(
+            f"{context!r} requires {need.__name__!r}, got {type(obj).__name__!r}.",
+            WSGIWarning,
+            stacklevel=3,
+        )
+
+
+class InputStream:
+    def __init__(self, stream: t.IO[bytes]) -> None:
+        self._stream = stream
+
+    def read(self, *args: t.Any) -> bytes:
+        if len(args) == 0:
+            warn(
+                "WSGI does not guarantee an EOF marker on the input stream, thus making"
+                " calls to 'wsgi.input.read()' unsafe. Conforming servers may never"
+                " return from this call.",
+                WSGIWarning,
+                stacklevel=2,
+            )
+        elif len(args) != 1:
+            warn(
+                "Too many parameters passed to 'wsgi.input.read()'.",
+                WSGIWarning,
+                stacklevel=2,
+            )
+        return self._stream.read(*args)
+
+    def readline(self, *args: t.Any) -> bytes:
+        if len(args) == 0:
+            warn(
+                "Calls to 'wsgi.input.readline()' without arguments are unsafe. Use"
+                " 'wsgi.input.read()' instead.",
+                WSGIWarning,
+                stacklevel=2,
+            )
+        elif len(args) == 1:
+            warn(
+                "'wsgi.input.readline()' was called with a size hint. WSGI does not"
+                " support this, although it's available on all major servers.",
+                WSGIWarning,
+                stacklevel=2,
+            )
+        else:
+            raise TypeError("Too many arguments passed to 'wsgi.input.readline()'.")
+        return self._stream.readline(*args)
+
+    def __iter__(self) -> t.Iterator[bytes]:
+        try:
+            return iter(self._stream)
+        except TypeError:
+            warn("'wsgi.input' is not iterable.", WSGIWarning, stacklevel=2)
+            return iter(())
+
+    def close(self) -> None:
+        warn("The application closed the input stream!", WSGIWarning, stacklevel=2)
+        self._stream.close()
+
+
+class ErrorStream:
+    def __init__(self, stream: t.IO[str]) -> None:
+        self._stream = stream
+
+    def write(self, s: str) -> None:
+        check_type("wsgi.error.write()", s, str)
+        self._stream.write(s)
+
+    def flush(self) -> None:
+        self._stream.flush()
+
+    def writelines(self, seq: t.Iterable[str]) -> None:
+        for line in seq:
+            self.write(line)
+
+    def close(self) -> None:
+        warn("The application closed the error stream!", WSGIWarning, stacklevel=2)
+        self._stream.close()
+
+
+class GuardedWrite:
+    def __init__(self, write: t.Callable[[bytes], object], chunks: t.List[int]) -> None:
+        self._write = write
+        self._chunks = chunks
+
+    def __call__(self, s: bytes) -> None:
+        check_type("write()", s, bytes)
+        self._write(s)
+        self._chunks.append(len(s))
+
+
+class GuardedIterator:
+    def __init__(
+        self,
+        iterator: t.Iterable[bytes],
+        headers_set: t.Tuple[int, Headers],
+        chunks: t.List[int],
+    ) -> None:
+        self._iterator = iterator
+        self._next = iter(iterator).__next__
+        self.closed = False
+        self.headers_set = headers_set
+        self.chunks = chunks
+
+    def __iter__(self) -> "GuardedIterator":
+        return self
+
+    def __next__(self) -> bytes:
+        if self.closed:
+            warn("Iterated over closed 'app_iter'.", WSGIWarning, stacklevel=2)
+
+        rv = self._next()
+
+        if not self.headers_set:
+            warn(
+                "The application returned before it started the response.",
+                WSGIWarning,
+                stacklevel=2,
+            )
+
+        check_type("application iterator items", rv, bytes)
+        self.chunks.append(len(rv))
+        return rv
+
+    def close(self) -> None:
+        self.closed = True
+
+        if hasattr(self._iterator, "close"):
+            self._iterator.close()  # type: ignore
+
+        if self.headers_set:
+            status_code, headers = self.headers_set
+            bytes_sent = sum(self.chunks)
+            content_length = headers.get("content-length", type=int)
+
+            if status_code == 304:
+                for key, _value in headers:
+                    key = key.lower()
+                    if key not in ("expires", "content-location") and is_entity_header(
+                        key
+                    ):
+                        warn(
+                            f"Entity header {key!r} found in 304 response.", HTTPWarning
+                        )
+                if bytes_sent:
+                    warn("304 responses must not have a body.", HTTPWarning)
+            elif 100 <= status_code < 200 or status_code == 204:
+                if content_length != 0:
+                    warn(
+                        f"{status_code} responses must have an empty content length.",
+                        HTTPWarning,
+                    )
+                if bytes_sent:
+                    warn(f"{status_code} responses must not have a body.", HTTPWarning)
+            elif content_length is not None and content_length != bytes_sent:
+                warn(
+                    "Content-Length and the number of bytes sent to the"
+                    " client do not match.",
+                    WSGIWarning,
+                )
+
+    def __del__(self) -> None:
+        if not self.closed:
+            try:
+                warn(
+                    "Iterator was garbage collected before it was closed.", WSGIWarning
+                )
+            except Exception:
+                pass
+
+
+class LintMiddleware:
+    """Warns about common errors in the WSGI and HTTP behavior of the
+    server and wrapped application. Some of the issues it checks are:
+
+    -   invalid status codes
+    -   non-bytes sent to the WSGI server
+    -   strings returned from the WSGI application
+    -   non-empty conditional responses
+    -   unquoted etags
+    -   relative URLs in the Location header
+    -   unsafe calls to wsgi.input
+    -   unclosed iterators
+
+    Error information is emitted using the :mod:`warnings` module.
+
+    :param app: The WSGI application to wrap.
+
+    .. code-block:: python
+
+        from werkzeug.middleware.lint import LintMiddleware
+        app = LintMiddleware(app)
+    """
+
+    def __init__(self, app: "WSGIApplication") -> None:
+        self.app = app
+
+    def check_environ(self, environ: "WSGIEnvironment") -> None:
+        if type(environ) is not dict:
+            warn(
+                "WSGI environment is not a standard Python dict.",
+                WSGIWarning,
+                stacklevel=4,
+            )
+        for key in (
+            "REQUEST_METHOD",
+            "SERVER_NAME",
+            "SERVER_PORT",
+            "wsgi.version",
+            "wsgi.input",
+            "wsgi.errors",
+            "wsgi.multithread",
+            "wsgi.multiprocess",
+            "wsgi.run_once",
+        ):
+            if key not in environ:
+                warn(
+                    f"Required environment key {key!r} not found",
+                    WSGIWarning,
+                    stacklevel=3,
+                )
+        if environ["wsgi.version"] != (1, 0):
+            warn("Environ is not a WSGI 1.0 environ.", WSGIWarning, stacklevel=3)
+
+        script_name = environ.get("SCRIPT_NAME", "")
+        path_info = environ.get("PATH_INFO", "")
+
+        if script_name and script_name[0] != "/":
+            warn(
+                f"'SCRIPT_NAME' does not start with a slash: {script_name!r}",
+                WSGIWarning,
+                stacklevel=3,
+            )
+
+        if path_info and path_info[0] != "/":
+            warn(
+                f"'PATH_INFO' does not start with a slash: {path_info!r}",
+                WSGIWarning,
+                stacklevel=3,
+            )
+
+    def check_start_response(
+        self,
+        status: str,
+        headers: t.List[t.Tuple[str, str]],
+        exc_info: t.Optional[
+            t.Tuple[t.Type[BaseException], BaseException, TracebackType]
+        ],
+    ) -> t.Tuple[int, Headers]:
+        check_type("status", status, str)
+        status_code_str = status.split(None, 1)[0]
+
+        if len(status_code_str) != 3 or not status_code_str.isdecimal():
+            warn("Status code must be three digits.", WSGIWarning, stacklevel=3)
+
+        if len(status) < 4 or status[3] != " ":
+            warn(
+                f"Invalid value for status {status!r}. Valid status strings are three"
+                " digits, a space and a status explanation.",
+                WSGIWarning,
+                stacklevel=3,
+            )
+
+        status_code = int(status_code_str)
+
+        if status_code < 100:
+            warn("Status code < 100 detected.", WSGIWarning, stacklevel=3)
+
+        if type(headers) is not list:
+            warn("Header list is not a list.", WSGIWarning, stacklevel=3)
+
+        for item in headers:
+            if type(item) is not tuple or len(item) != 2:
+                warn("Header items must be 2-item tuples.", WSGIWarning, stacklevel=3)
+            name, value = item
+            if type(name) is not str or type(value) is not str:
+                warn(
+                    "Header keys and values must be strings.", WSGIWarning, stacklevel=3
+                )
+            if name.lower() == "status":
+                warn(
+                    "The status header is not supported due to"
+                    " conflicts with the CGI spec.",
+                    WSGIWarning,
+                    stacklevel=3,
+                )
+
+        if exc_info is not None and not isinstance(exc_info, tuple):
+            warn("Invalid value for exc_info.", WSGIWarning, stacklevel=3)
+
+        headers = Headers(headers)
+        self.check_headers(headers)
+
+        return status_code, headers
+
+    def check_headers(self, headers: Headers) -> None:
+        etag = headers.get("etag")
+
+        if etag is not None:
+            if etag.startswith(("W/", "w/")):
+                if etag.startswith("w/"):
+                    warn(
+                        "Weak etag indicator should be upper case.",
+                        HTTPWarning,
+                        stacklevel=4,
+                    )
+
+                etag = etag[2:]
+
+            if not (etag[:1] == etag[-1:] == '"'):
+                warn("Unquoted etag emitted.", HTTPWarning, stacklevel=4)
+
+        location = headers.get("location")
+
+        if location is not None:
+            if not urlparse(location).netloc:
+                warn(
+                    "Absolute URLs required for location header.",
+                    HTTPWarning,
+                    stacklevel=4,
+                )
+
+    def check_iterator(self, app_iter: t.Iterable[bytes]) -> None:
+        if isinstance(app_iter, bytes):
+            warn(
+                "The application returned a bytestring. The response will send one"
+                " character at a time to the client, which will kill performance."
+                " Return a list or iterable instead.",
+                WSGIWarning,
+                stacklevel=3,
+            )
+
+    def __call__(self, *args: t.Any, **kwargs: t.Any) -> t.Iterable[bytes]:
+        if len(args) != 2:
+            warn("A WSGI app takes two arguments.", WSGIWarning, stacklevel=2)
+
+        if kwargs:
+            warn(
+                "A WSGI app does not take keyword arguments.", WSGIWarning, stacklevel=2
+            )
+
+        environ: "WSGIEnvironment" = args[0]
+        start_response: "StartResponse" = args[1]
+
+        self.check_environ(environ)
+        environ["wsgi.input"] = InputStream(environ["wsgi.input"])
+        environ["wsgi.errors"] = ErrorStream(environ["wsgi.errors"])
+
+        # Hook our own file wrapper in so that applications will always
+        # iterate to the end and we can check the content length.
+        environ["wsgi.file_wrapper"] = FileWrapper
+
+        headers_set: t.List[t.Any] = []
+        chunks: t.List[int] = []
+
+        def checking_start_response(
+            *args: t.Any, **kwargs: t.Any
+        ) -> t.Callable[[bytes], None]:
+            if len(args) not in {2, 3}:
+                warn(
+                    f"Invalid number of arguments: {len(args)}, expected 2 or 3.",
+                    WSGIWarning,
+                    stacklevel=2,
+                )
+
+            if kwargs:
+                warn("'start_response' does not take keyword arguments.", WSGIWarning)
+
+            status: str = args[0]
+            headers: t.List[t.Tuple[str, str]] = args[1]
+            exc_info: t.Optional[
+                t.Tuple[t.Type[BaseException], BaseException, TracebackType]
+            ] = (args[2] if len(args) == 3 else None)
+
+            headers_set[:] = self.check_start_response(status, headers, exc_info)
+            return GuardedWrite(start_response(status, headers, exc_info), chunks)
+
+        app_iter = self.app(environ, t.cast("StartResponse", checking_start_response))
+        self.check_iterator(app_iter)
+        return GuardedIterator(
+            app_iter, t.cast(t.Tuple[int, Headers], headers_set), chunks
+        )
diff --git a/venv/lib/python3.8/site-packages/werkzeug/middleware/profiler.py b/venv/lib/python3.8/site-packages/werkzeug/middleware/profiler.py
new file mode 120000
index 0000000..411bec5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/middleware/profiler.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/42/45/e4/edcaa768f9c5f3042efb94b23c220e4f7fe4740054068ad03a085534e0
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/werkzeug/middleware/proxy_fix.py b/venv/lib/python3.8/site-packages/werkzeug/middleware/proxy_fix.py
new file mode 120000
index 0000000..a10668b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/middleware/proxy_fix.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/97/b2/c2/fcb0eed187784af5314b94858a00093337083869ba2cd2a5f485c90525
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/werkzeug/middleware/shared_data.py b/venv/lib/python3.8/site-packages/werkzeug/middleware/shared_data.py
new file mode 120000
index 0000000..7922512
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/middleware/shared_data.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/7d/78/eb/124baac5454b1b50cbace7502dcf7a4107637ed081675a0ce682bcf61e
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/werkzeug/py.typed b/venv/lib/python3.8/site-packages/werkzeug/py.typed
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/py.typed
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/werkzeug/routing/__init__.py b/venv/lib/python3.8/site-packages/werkzeug/routing/__init__.py
new file mode 100644
index 0000000..84b043f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/routing/__init__.py
@@ -0,0 +1,133 @@
+"""When it comes to combining multiple controller or view functions
+(however you want to call them) you need a dispatcher. A simple way
+would be applying regular expression tests on the ``PATH_INFO`` and
+calling registered callback functions that return the value then.
+
+This module implements a much more powerful system than simple regular
+expression matching because it can also convert values in the URLs and
+build URLs.
+
+Here a simple example that creates a URL map for an application with
+two subdomains (www and kb) and some URL rules:
+
+.. code-block:: python
+
+    m = Map([
+        # Static URLs
+        Rule('/', endpoint='static/index'),
+        Rule('/about', endpoint='static/about'),
+        Rule('/help', endpoint='static/help'),
+        # Knowledge Base
+        Subdomain('kb', [
+            Rule('/', endpoint='kb/index'),
+            Rule('/browse/', endpoint='kb/browse'),
+            Rule('/browse/<int:id>/', endpoint='kb/browse'),
+            Rule('/browse/<int:id>/<int:page>', endpoint='kb/browse')
+        ])
+    ], default_subdomain='www')
+
+If the application doesn't use subdomains it's perfectly fine to not set
+the default subdomain and not use the `Subdomain` rule factory. The
+endpoint in the rules can be anything, for example import paths or
+unique identifiers. The WSGI application can use those endpoints to get the
+handler for that URL.  It doesn't have to be a string at all but it's
+recommended.
+
+Now it's possible to create a URL adapter for one of the subdomains and
+build URLs:
+
+.. code-block:: python
+
+    c = m.bind('example.com')
+
+    c.build("kb/browse", dict(id=42))
+    'http://kb.example.com/browse/42/'
+
+    c.build("kb/browse", dict())
+    'http://kb.example.com/browse/'
+
+    c.build("kb/browse", dict(id=42, page=3))
+    'http://kb.example.com/browse/42/3'
+
+    c.build("static/about")
+    '/about'
+
+    c.build("static/index", force_external=True)
+    'http://www.example.com/'
+
+    c = m.bind('example.com', subdomain='kb')
+
+    c.build("static/about")
+    'http://www.example.com/about'
+
+The first argument to bind is the server name *without* the subdomain.
+Per default it will assume that the script is mounted on the root, but
+often that's not the case so you can provide the real mount point as
+second argument:
+
+.. code-block:: python
+
+    c = m.bind('example.com', '/applications/example')
+
+The third argument can be the subdomain, if not given the default
+subdomain is used.  For more details about binding have a look at the
+documentation of the `MapAdapter`.
+
+And here is how you can match URLs:
+
+.. code-block:: python
+
+    c = m.bind('example.com')
+
+    c.match("/")
+    ('static/index', {})
+
+    c.match("/about")
+    ('static/about', {})
+
+    c = m.bind('example.com', '/', 'kb')
+
+    c.match("/")
+    ('kb/index', {})
+
+    c.match("/browse/42/23")
+    ('kb/browse', {'id': 42, 'page': 23})
+
+If matching fails you get a ``NotFound`` exception, if the rule thinks
+it's a good idea to redirect (for example because the URL was defined
+to have a slash at the end but the request was missing that slash) it
+will raise a ``RequestRedirect`` exception. Both are subclasses of
+``HTTPException`` so you can use those errors as responses in the
+application.
+
+If matching succeeded but the URL rule was incompatible to the given
+method (for example there were only rules for ``GET`` and ``HEAD`` but
+routing tried to match a ``POST`` request) a ``MethodNotAllowed``
+exception is raised.
+"""
+from .converters import AnyConverter as AnyConverter
+from .converters import BaseConverter as BaseConverter
+from .converters import FloatConverter as FloatConverter
+from .converters import IntegerConverter as IntegerConverter
+from .converters import PathConverter as PathConverter
+from .converters import UnicodeConverter as UnicodeConverter
+from .converters import UUIDConverter as UUIDConverter
+from .converters import ValidationError as ValidationError
+from .exceptions import BuildError as BuildError
+from .exceptions import NoMatch as NoMatch
+from .exceptions import RequestAliasRedirect as RequestAliasRedirect
+from .exceptions import RequestPath as RequestPath
+from .exceptions import RequestRedirect as RequestRedirect
+from .exceptions import RoutingException as RoutingException
+from .exceptions import WebsocketMismatch as WebsocketMismatch
+from .map import Map as Map
+from .map import MapAdapter as MapAdapter
+from .matcher import StateMachineMatcher as StateMachineMatcher
+from .rules import EndpointPrefix as EndpointPrefix
+from .rules import parse_converter_args as parse_converter_args
+from .rules import Rule as Rule
+from .rules import RuleFactory as RuleFactory
+from .rules import RuleTemplate as RuleTemplate
+from .rules import RuleTemplateFactory as RuleTemplateFactory
+from .rules import Subdomain as Subdomain
+from .rules import Submount as Submount
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diff --git a/venv/lib/python3.8/site-packages/werkzeug/routing/converters.py b/venv/lib/python3.8/site-packages/werkzeug/routing/converters.py
new file mode 100644
index 0000000..bbad29d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/routing/converters.py
@@ -0,0 +1,257 @@
+import re
+import typing as t
+import uuid
+
+from ..urls import _fast_url_quote
+
+if t.TYPE_CHECKING:
+    from .map import Map
+
+
+class ValidationError(ValueError):
+    """Validation error.  If a rule converter raises this exception the rule
+    does not match the current URL and the next URL is tried.
+    """
+
+
+class BaseConverter:
+    """Base class for all converters."""
+
+    regex = "[^/]+"
+    weight = 100
+    part_isolating = True
+
+    def __init__(self, map: "Map", *args: t.Any, **kwargs: t.Any) -> None:
+        self.map = map
+
+    def to_python(self, value: str) -> t.Any:
+        return value
+
+    def to_url(self, value: t.Any) -> str:
+        if isinstance(value, (bytes, bytearray)):
+            return _fast_url_quote(value)
+        return _fast_url_quote(str(value).encode(self.map.charset))
+
+
+class UnicodeConverter(BaseConverter):
+    """This converter is the default converter and accepts any string but
+    only one path segment.  Thus the string can not include a slash.
+
+    This is the default validator.
+
+    Example::
+
+        Rule('/pages/<page>'),
+        Rule('/<string(length=2):lang_code>')
+
+    :param map: the :class:`Map`.
+    :param minlength: the minimum length of the string.  Must be greater
+                      or equal 1.
+    :param maxlength: the maximum length of the string.
+    :param length: the exact length of the string.
+    """
+
+    part_isolating = True
+
+    def __init__(
+        self,
+        map: "Map",
+        minlength: int = 1,
+        maxlength: t.Optional[int] = None,
+        length: t.Optional[int] = None,
+    ) -> None:
+        super().__init__(map)
+        if length is not None:
+            length_regex = f"{{{int(length)}}}"
+        else:
+            if maxlength is None:
+                maxlength_value = ""
+            else:
+                maxlength_value = str(int(maxlength))
+            length_regex = f"{{{int(minlength)},{maxlength_value}}}"
+        self.regex = f"[^/]{length_regex}"
+
+
+class AnyConverter(BaseConverter):
+    """Matches one of the items provided.  Items can either be Python
+    identifiers or strings::
+
+        Rule('/<any(about, help, imprint, class, "foo,bar"):page_name>')
+
+    :param map: the :class:`Map`.
+    :param items: this function accepts the possible items as positional
+                  arguments.
+
+    .. versionchanged:: 2.2
+        Value is validated when building a URL.
+    """
+
+    part_isolating = True
+
+    def __init__(self, map: "Map", *items: str) -> None:
+        super().__init__(map)
+        self.items = set(items)
+        self.regex = f"(?:{'|'.join([re.escape(x) for x in items])})"
+
+    def to_url(self, value: t.Any) -> str:
+        if value in self.items:
+            return str(value)
+
+        valid_values = ", ".join(f"'{item}'" for item in sorted(self.items))
+        raise ValueError(f"'{value}' is not one of {valid_values}")
+
+
+class PathConverter(BaseConverter):
+    """Like the default :class:`UnicodeConverter`, but it also matches
+    slashes.  This is useful for wikis and similar applications::
+
+        Rule('/<path:wikipage>')
+        Rule('/<path:wikipage>/edit')
+
+    :param map: the :class:`Map`.
+    """
+
+    regex = "[^/].*?"
+    weight = 200
+    part_isolating = False
+
+
+class NumberConverter(BaseConverter):
+    """Baseclass for `IntegerConverter` and `FloatConverter`.
+
+    :internal:
+    """
+
+    weight = 50
+    num_convert: t.Callable = int
+    part_isolating = True
+
+    def __init__(
+        self,
+        map: "Map",
+        fixed_digits: int = 0,
+        min: t.Optional[int] = None,
+        max: t.Optional[int] = None,
+        signed: bool = False,
+    ) -> None:
+        if signed:
+            self.regex = self.signed_regex
+        super().__init__(map)
+        self.fixed_digits = fixed_digits
+        self.min = min
+        self.max = max
+        self.signed = signed
+
+    def to_python(self, value: str) -> t.Any:
+        if self.fixed_digits and len(value) != self.fixed_digits:
+            raise ValidationError()
+        value = self.num_convert(value)
+        if (self.min is not None and value < self.min) or (
+            self.max is not None and value > self.max
+        ):
+            raise ValidationError()
+        return value
+
+    def to_url(self, value: t.Any) -> str:
+        value = str(self.num_convert(value))
+        if self.fixed_digits:
+            value = value.zfill(self.fixed_digits)
+        return value
+
+    @property
+    def signed_regex(self) -> str:
+        return f"-?{self.regex}"
+
+
+class IntegerConverter(NumberConverter):
+    """This converter only accepts integer values::
+
+        Rule("/page/<int:page>")
+
+    By default it only accepts unsigned, positive values. The ``signed``
+    parameter will enable signed, negative values. ::
+
+        Rule("/page/<int(signed=True):page>")
+
+    :param map: The :class:`Map`.
+    :param fixed_digits: The number of fixed digits in the URL. If you
+        set this to ``4`` for example, the rule will only match if the
+        URL looks like ``/0001/``. The default is variable length.
+    :param min: The minimal value.
+    :param max: The maximal value.
+    :param signed: Allow signed (negative) values.
+
+    .. versionadded:: 0.15
+        The ``signed`` parameter.
+    """
+
+    regex = r"\d+"
+    part_isolating = True
+
+
+class FloatConverter(NumberConverter):
+    """This converter only accepts floating point values::
+
+        Rule("/probability/<float:probability>")
+
+    By default it only accepts unsigned, positive values. The ``signed``
+    parameter will enable signed, negative values. ::
+
+        Rule("/offset/<float(signed=True):offset>")
+
+    :param map: The :class:`Map`.
+    :param min: The minimal value.
+    :param max: The maximal value.
+    :param signed: Allow signed (negative) values.
+
+    .. versionadded:: 0.15
+        The ``signed`` parameter.
+    """
+
+    regex = r"\d+\.\d+"
+    num_convert = float
+    part_isolating = True
+
+    def __init__(
+        self,
+        map: "Map",
+        min: t.Optional[float] = None,
+        max: t.Optional[float] = None,
+        signed: bool = False,
+    ) -> None:
+        super().__init__(map, min=min, max=max, signed=signed)  # type: ignore
+
+
+class UUIDConverter(BaseConverter):
+    """This converter only accepts UUID strings::
+
+        Rule('/object/<uuid:identifier>')
+
+    .. versionadded:: 0.10
+
+    :param map: the :class:`Map`.
+    """
+
+    regex = (
+        r"[A-Fa-f0-9]{8}-[A-Fa-f0-9]{4}-"
+        r"[A-Fa-f0-9]{4}-[A-Fa-f0-9]{4}-[A-Fa-f0-9]{12}"
+    )
+    part_isolating = True
+
+    def to_python(self, value: str) -> uuid.UUID:
+        return uuid.UUID(value)
+
+    def to_url(self, value: uuid.UUID) -> str:
+        return str(value)
+
+
+#: the default converter mapping for the map.
+DEFAULT_CONVERTERS: t.Mapping[str, t.Type[BaseConverter]] = {
+    "default": UnicodeConverter,
+    "string": UnicodeConverter,
+    "any": AnyConverter,
+    "path": PathConverter,
+    "int": IntegerConverter,
+    "float": FloatConverter,
+    "uuid": UUIDConverter,
+}
diff --git a/venv/lib/python3.8/site-packages/werkzeug/routing/exceptions.py b/venv/lib/python3.8/site-packages/werkzeug/routing/exceptions.py
new file mode 100644
index 0000000..7cbe6e9
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/routing/exceptions.py
@@ -0,0 +1,146 @@
+import difflib
+import typing as t
+
+from ..exceptions import BadRequest
+from ..exceptions import HTTPException
+from ..utils import cached_property
+from ..utils import redirect
+
+if t.TYPE_CHECKING:
+    from _typeshed.wsgi import WSGIEnvironment
+    from .map import MapAdapter
+    from .rules import Rule  # noqa: F401
+    from ..wrappers.request import Request
+    from ..wrappers.response import Response
+
+
+class RoutingException(Exception):
+    """Special exceptions that require the application to redirect, notifying
+    about missing urls, etc.
+
+    :internal:
+    """
+
+
+class RequestRedirect(HTTPException, RoutingException):
+    """Raise if the map requests a redirect. This is for example the case if
+    `strict_slashes` are activated and an url that requires a trailing slash.
+
+    The attribute `new_url` contains the absolute destination url.
+    """
+
+    code = 308
+
+    def __init__(self, new_url: str) -> None:
+        super().__init__(new_url)
+        self.new_url = new_url
+
+    def get_response(
+        self,
+        environ: t.Optional[t.Union["WSGIEnvironment", "Request"]] = None,
+        scope: t.Optional[dict] = None,
+    ) -> "Response":
+        return redirect(self.new_url, self.code)
+
+
+class RequestPath(RoutingException):
+    """Internal exception."""
+
+    __slots__ = ("path_info",)
+
+    def __init__(self, path_info: str) -> None:
+        super().__init__()
+        self.path_info = path_info
+
+
+class RequestAliasRedirect(RoutingException):  # noqa: B903
+    """This rule is an alias and wants to redirect to the canonical URL."""
+
+    def __init__(self, matched_values: t.Mapping[str, t.Any], endpoint: str) -> None:
+        super().__init__()
+        self.matched_values = matched_values
+        self.endpoint = endpoint
+
+
+class BuildError(RoutingException, LookupError):
+    """Raised if the build system cannot find a URL for an endpoint with the
+    values provided.
+    """
+
+    def __init__(
+        self,
+        endpoint: str,
+        values: t.Mapping[str, t.Any],
+        method: t.Optional[str],
+        adapter: t.Optional["MapAdapter"] = None,
+    ) -> None:
+        super().__init__(endpoint, values, method)
+        self.endpoint = endpoint
+        self.values = values
+        self.method = method
+        self.adapter = adapter
+
+    @cached_property
+    def suggested(self) -> t.Optional["Rule"]:
+        return self.closest_rule(self.adapter)
+
+    def closest_rule(self, adapter: t.Optional["MapAdapter"]) -> t.Optional["Rule"]:
+        def _score_rule(rule: "Rule") -> float:
+            return sum(
+                [
+                    0.98
+                    * difflib.SequenceMatcher(
+                        None, rule.endpoint, self.endpoint
+                    ).ratio(),
+                    0.01 * bool(set(self.values or ()).issubset(rule.arguments)),
+                    0.01 * bool(rule.methods and self.method in rule.methods),
+                ]
+            )
+
+        if adapter and adapter.map._rules:
+            return max(adapter.map._rules, key=_score_rule)
+
+        return None
+
+    def __str__(self) -> str:
+        message = [f"Could not build url for endpoint {self.endpoint!r}"]
+        if self.method:
+            message.append(f" ({self.method!r})")
+        if self.values:
+            message.append(f" with values {sorted(self.values)!r}")
+        message.append(".")
+        if self.suggested:
+            if self.endpoint == self.suggested.endpoint:
+                if (
+                    self.method
+                    and self.suggested.methods is not None
+                    and self.method not in self.suggested.methods
+                ):
+                    message.append(
+                        " Did you mean to use methods"
+                        f" {sorted(self.suggested.methods)!r}?"
+                    )
+                missing_values = self.suggested.arguments.union(
+                    set(self.suggested.defaults or ())
+                ) - set(self.values.keys())
+                if missing_values:
+                    message.append(
+                        f" Did you forget to specify values {sorted(missing_values)!r}?"
+                    )
+            else:
+                message.append(f" Did you mean {self.suggested.endpoint!r} instead?")
+        return "".join(message)
+
+
+class WebsocketMismatch(BadRequest):
+    """The only matched rule is either a WebSocket and the request is
+    HTTP, or the rule is HTTP and the request is a WebSocket.
+    """
+
+
+class NoMatch(Exception):
+    __slots__ = ("have_match_for", "websocket_mismatch")
+
+    def __init__(self, have_match_for: t.Set[str], websocket_mismatch: bool) -> None:
+        self.have_match_for = have_match_for
+        self.websocket_mismatch = websocket_mismatch
diff --git a/venv/lib/python3.8/site-packages/werkzeug/routing/map.py b/venv/lib/python3.8/site-packages/werkzeug/routing/map.py
new file mode 100644
index 0000000..daf94b6
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/routing/map.py
@@ -0,0 +1,944 @@
+import posixpath
+import typing as t
+import warnings
+from pprint import pformat
+from threading import Lock
+
+from .._internal import _encode_idna
+from .._internal import _get_environ
+from .._internal import _to_str
+from .._internal import _wsgi_decoding_dance
+from ..datastructures import ImmutableDict
+from ..datastructures import MultiDict
+from ..exceptions import BadHost
+from ..exceptions import HTTPException
+from ..exceptions import MethodNotAllowed
+from ..exceptions import NotFound
+from ..urls import url_encode
+from ..urls import url_join
+from ..urls import url_quote
+from ..wsgi import get_host
+from .converters import DEFAULT_CONVERTERS
+from .exceptions import BuildError
+from .exceptions import NoMatch
+from .exceptions import RequestAliasRedirect
+from .exceptions import RequestPath
+from .exceptions import RequestRedirect
+from .exceptions import WebsocketMismatch
+from .matcher import StateMachineMatcher
+from .rules import _simple_rule_re
+from .rules import Rule
+
+if t.TYPE_CHECKING:
+    import typing_extensions as te
+    from _typeshed.wsgi import WSGIApplication
+    from _typeshed.wsgi import WSGIEnvironment
+    from .converters import BaseConverter
+    from .rules import RuleFactory
+    from ..wrappers.request import Request
+
+
+class Map:
+    """The map class stores all the URL rules and some configuration
+    parameters.  Some of the configuration values are only stored on the
+    `Map` instance since those affect all rules, others are just defaults
+    and can be overridden for each rule.  Note that you have to specify all
+    arguments besides the `rules` as keyword arguments!
+
+    :param rules: sequence of url rules for this map.
+    :param default_subdomain: The default subdomain for rules without a
+                              subdomain defined.
+    :param charset: charset of the url. defaults to ``"utf-8"``
+    :param strict_slashes: If a rule ends with a slash but the matched
+        URL does not, redirect to the URL with a trailing slash.
+    :param merge_slashes: Merge consecutive slashes when matching or
+        building URLs. Matches will redirect to the normalized URL.
+        Slashes in variable parts are not merged.
+    :param redirect_defaults: This will redirect to the default rule if it
+                              wasn't visited that way. This helps creating
+                              unique URLs.
+    :param converters: A dict of converters that adds additional converters
+                       to the list of converters. If you redefine one
+                       converter this will override the original one.
+    :param sort_parameters: If set to `True` the url parameters are sorted.
+                            See `url_encode` for more details.
+    :param sort_key: The sort key function for `url_encode`.
+    :param encoding_errors: the error method to use for decoding
+    :param host_matching: if set to `True` it enables the host matching
+                          feature and disables the subdomain one.  If
+                          enabled the `host` parameter to rules is used
+                          instead of the `subdomain` one.
+
+    .. versionchanged:: 1.0
+        If ``url_scheme`` is ``ws`` or ``wss``, only WebSocket rules
+        will match.
+
+    .. versionchanged:: 1.0
+        Added ``merge_slashes``.
+
+    .. versionchanged:: 0.7
+        Added ``encoding_errors`` and ``host_matching``.
+
+    .. versionchanged:: 0.5
+        Added ``sort_parameters`` and ``sort_key``.
+    """
+
+    #: A dict of default converters to be used.
+    default_converters = ImmutableDict(DEFAULT_CONVERTERS)
+
+    #: The type of lock to use when updating.
+    #:
+    #: .. versionadded:: 1.0
+    lock_class = Lock
+
+    def __init__(
+        self,
+        rules: t.Optional[t.Iterable["RuleFactory"]] = None,
+        default_subdomain: str = "",
+        charset: str = "utf-8",
+        strict_slashes: bool = True,
+        merge_slashes: bool = True,
+        redirect_defaults: bool = True,
+        converters: t.Optional[t.Mapping[str, t.Type["BaseConverter"]]] = None,
+        sort_parameters: bool = False,
+        sort_key: t.Optional[t.Callable[[t.Any], t.Any]] = None,
+        encoding_errors: str = "replace",
+        host_matching: bool = False,
+    ) -> None:
+        self._matcher = StateMachineMatcher(merge_slashes)
+        self._rules_by_endpoint: t.Dict[str, t.List[Rule]] = {}
+        self._remap = True
+        self._remap_lock = self.lock_class()
+
+        self.default_subdomain = default_subdomain
+        self.charset = charset
+        self.encoding_errors = encoding_errors
+        self.strict_slashes = strict_slashes
+        self.merge_slashes = merge_slashes
+        self.redirect_defaults = redirect_defaults
+        self.host_matching = host_matching
+
+        self.converters = self.default_converters.copy()
+        if converters:
+            self.converters.update(converters)
+
+        self.sort_parameters = sort_parameters
+        self.sort_key = sort_key
+
+        for rulefactory in rules or ():
+            self.add(rulefactory)
+
+    def is_endpoint_expecting(self, endpoint: str, *arguments: str) -> bool:
+        """Iterate over all rules and check if the endpoint expects
+        the arguments provided.  This is for example useful if you have
+        some URLs that expect a language code and others that do not and
+        you want to wrap the builder a bit so that the current language
+        code is automatically added if not provided but endpoints expect
+        it.
+
+        :param endpoint: the endpoint to check.
+        :param arguments: this function accepts one or more arguments
+                          as positional arguments.  Each one of them is
+                          checked.
+        """
+        self.update()
+        arguments = set(arguments)
+        for rule in self._rules_by_endpoint[endpoint]:
+            if arguments.issubset(rule.arguments):
+                return True
+        return False
+
+    @property
+    def _rules(self) -> t.List[Rule]:
+        return [rule for rules in self._rules_by_endpoint.values() for rule in rules]
+
+    def iter_rules(self, endpoint: t.Optional[str] = None) -> t.Iterator[Rule]:
+        """Iterate over all rules or the rules of an endpoint.
+
+        :param endpoint: if provided only the rules for that endpoint
+                         are returned.
+        :return: an iterator
+        """
+        self.update()
+        if endpoint is not None:
+            return iter(self._rules_by_endpoint[endpoint])
+        return iter(self._rules)
+
+    def add(self, rulefactory: "RuleFactory") -> None:
+        """Add a new rule or factory to the map and bind it.  Requires that the
+        rule is not bound to another map.
+
+        :param rulefactory: a :class:`Rule` or :class:`RuleFactory`
+        """
+        for rule in rulefactory.get_rules(self):
+            rule.bind(self)
+            if not rule.build_only:
+                self._matcher.add(rule)
+            self._rules_by_endpoint.setdefault(rule.endpoint, []).append(rule)
+        self._remap = True
+
+    def bind(
+        self,
+        server_name: str,
+        script_name: t.Optional[str] = None,
+        subdomain: t.Optional[str] = None,
+        url_scheme: str = "http",
+        default_method: str = "GET",
+        path_info: t.Optional[str] = None,
+        query_args: t.Optional[t.Union[t.Mapping[str, t.Any], str]] = None,
+    ) -> "MapAdapter":
+        """Return a new :class:`MapAdapter` with the details specified to the
+        call.  Note that `script_name` will default to ``'/'`` if not further
+        specified or `None`.  The `server_name` at least is a requirement
+        because the HTTP RFC requires absolute URLs for redirects and so all
+        redirect exceptions raised by Werkzeug will contain the full canonical
+        URL.
+
+        If no path_info is passed to :meth:`match` it will use the default path
+        info passed to bind.  While this doesn't really make sense for
+        manual bind calls, it's useful if you bind a map to a WSGI
+        environment which already contains the path info.
+
+        `subdomain` will default to the `default_subdomain` for this map if
+        no defined. If there is no `default_subdomain` you cannot use the
+        subdomain feature.
+
+        .. versionchanged:: 1.0
+            If ``url_scheme`` is ``ws`` or ``wss``, only WebSocket rules
+            will match.
+
+        .. versionchanged:: 0.15
+            ``path_info`` defaults to ``'/'`` if ``None``.
+
+        .. versionchanged:: 0.8
+            ``query_args`` can be a string.
+
+        .. versionchanged:: 0.7
+            Added ``query_args``.
+        """
+        server_name = server_name.lower()
+        if self.host_matching:
+            if subdomain is not None:
+                raise RuntimeError("host matching enabled and a subdomain was provided")
+        elif subdomain is None:
+            subdomain = self.default_subdomain
+        if script_name is None:
+            script_name = "/"
+        if path_info is None:
+            path_info = "/"
+
+        try:
+            server_name = _encode_idna(server_name)  # type: ignore
+        except UnicodeError as e:
+            raise BadHost() from e
+
+        return MapAdapter(
+            self,
+            server_name,
+            script_name,
+            subdomain,
+            url_scheme,
+            path_info,
+            default_method,
+            query_args,
+        )
+
+    def bind_to_environ(
+        self,
+        environ: t.Union["WSGIEnvironment", "Request"],
+        server_name: t.Optional[str] = None,
+        subdomain: t.Optional[str] = None,
+    ) -> "MapAdapter":
+        """Like :meth:`bind` but you can pass it an WSGI environment and it
+        will fetch the information from that dictionary.  Note that because of
+        limitations in the protocol there is no way to get the current
+        subdomain and real `server_name` from the environment.  If you don't
+        provide it, Werkzeug will use `SERVER_NAME` and `SERVER_PORT` (or
+        `HTTP_HOST` if provided) as used `server_name` with disabled subdomain
+        feature.
+
+        If `subdomain` is `None` but an environment and a server name is
+        provided it will calculate the current subdomain automatically.
+        Example: `server_name` is ``'example.com'`` and the `SERVER_NAME`
+        in the wsgi `environ` is ``'staging.dev.example.com'`` the calculated
+        subdomain will be ``'staging.dev'``.
+
+        If the object passed as environ has an environ attribute, the value of
+        this attribute is used instead.  This allows you to pass request
+        objects.  Additionally `PATH_INFO` added as a default of the
+        :class:`MapAdapter` so that you don't have to pass the path info to
+        the match method.
+
+        .. versionchanged:: 1.0.0
+            If the passed server name specifies port 443, it will match
+            if the incoming scheme is ``https`` without a port.
+
+        .. versionchanged:: 1.0.0
+            A warning is shown when the passed server name does not
+            match the incoming WSGI server name.
+
+        .. versionchanged:: 0.8
+           This will no longer raise a ValueError when an unexpected server
+           name was passed.
+
+        .. versionchanged:: 0.5
+            previously this method accepted a bogus `calculate_subdomain`
+            parameter that did not have any effect.  It was removed because
+            of that.
+
+        :param environ: a WSGI environment.
+        :param server_name: an optional server name hint (see above).
+        :param subdomain: optionally the current subdomain (see above).
+        """
+        env = _get_environ(environ)
+        wsgi_server_name = get_host(env).lower()
+        scheme = env["wsgi.url_scheme"]
+        upgrade = any(
+            v.strip() == "upgrade"
+            for v in env.get("HTTP_CONNECTION", "").lower().split(",")
+        )
+
+        if upgrade and env.get("HTTP_UPGRADE", "").lower() == "websocket":
+            scheme = "wss" if scheme == "https" else "ws"
+
+        if server_name is None:
+            server_name = wsgi_server_name
+        else:
+            server_name = server_name.lower()
+
+            # strip standard port to match get_host()
+            if scheme in {"http", "ws"} and server_name.endswith(":80"):
+                server_name = server_name[:-3]
+            elif scheme in {"https", "wss"} and server_name.endswith(":443"):
+                server_name = server_name[:-4]
+
+        if subdomain is None and not self.host_matching:
+            cur_server_name = wsgi_server_name.split(".")
+            real_server_name = server_name.split(".")
+            offset = -len(real_server_name)
+
+            if cur_server_name[offset:] != real_server_name:
+                # This can happen even with valid configs if the server was
+                # accessed directly by IP address under some situations.
+                # Instead of raising an exception like in Werkzeug 0.7 or
+                # earlier we go by an invalid subdomain which will result
+                # in a 404 error on matching.
+                warnings.warn(
+                    f"Current server name {wsgi_server_name!r} doesn't match configured"
+                    f" server name {server_name!r}",
+                    stacklevel=2,
+                )
+                subdomain = "<invalid>"
+            else:
+                subdomain = ".".join(filter(None, cur_server_name[:offset]))
+
+        def _get_wsgi_string(name: str) -> t.Optional[str]:
+            val = env.get(name)
+            if val is not None:
+                return _wsgi_decoding_dance(val, self.charset)
+            return None
+
+        script_name = _get_wsgi_string("SCRIPT_NAME")
+        path_info = _get_wsgi_string("PATH_INFO")
+        query_args = _get_wsgi_string("QUERY_STRING")
+        return Map.bind(
+            self,
+            server_name,
+            script_name,
+            subdomain,
+            scheme,
+            env["REQUEST_METHOD"],
+            path_info,
+            query_args=query_args,
+        )
+
+    def update(self) -> None:
+        """Called before matching and building to keep the compiled rules
+        in the correct order after things changed.
+        """
+        if not self._remap:
+            return
+
+        with self._remap_lock:
+            if not self._remap:
+                return
+
+            self._matcher.update()
+            for rules in self._rules_by_endpoint.values():
+                rules.sort(key=lambda x: x.build_compare_key())
+            self._remap = False
+
+    def __repr__(self) -> str:
+        rules = self.iter_rules()
+        return f"{type(self).__name__}({pformat(list(rules))})"
+
+
+class MapAdapter:
+
+    """Returned by :meth:`Map.bind` or :meth:`Map.bind_to_environ` and does
+    the URL matching and building based on runtime information.
+    """
+
+    def __init__(
+        self,
+        map: Map,
+        server_name: str,
+        script_name: str,
+        subdomain: t.Optional[str],
+        url_scheme: str,
+        path_info: str,
+        default_method: str,
+        query_args: t.Optional[t.Union[t.Mapping[str, t.Any], str]] = None,
+    ):
+        self.map = map
+        self.server_name = _to_str(server_name)
+        script_name = _to_str(script_name)
+        if not script_name.endswith("/"):
+            script_name += "/"
+        self.script_name = script_name
+        self.subdomain = _to_str(subdomain)
+        self.url_scheme = _to_str(url_scheme)
+        self.path_info = _to_str(path_info)
+        self.default_method = _to_str(default_method)
+        self.query_args = query_args
+        self.websocket = self.url_scheme in {"ws", "wss"}
+
+    def dispatch(
+        self,
+        view_func: t.Callable[[str, t.Mapping[str, t.Any]], "WSGIApplication"],
+        path_info: t.Optional[str] = None,
+        method: t.Optional[str] = None,
+        catch_http_exceptions: bool = False,
+    ) -> "WSGIApplication":
+        """Does the complete dispatching process.  `view_func` is called with
+        the endpoint and a dict with the values for the view.  It should
+        look up the view function, call it, and return a response object
+        or WSGI application.  http exceptions are not caught by default
+        so that applications can display nicer error messages by just
+        catching them by hand.  If you want to stick with the default
+        error messages you can pass it ``catch_http_exceptions=True`` and
+        it will catch the http exceptions.
+
+        Here a small example for the dispatch usage::
+
+            from werkzeug.wrappers import Request, Response
+            from werkzeug.wsgi import responder
+            from werkzeug.routing import Map, Rule
+
+            def on_index(request):
+                return Response('Hello from the index')
+
+            url_map = Map([Rule('/', endpoint='index')])
+            views = {'index': on_index}
+
+            @responder
+            def application(environ, start_response):
+                request = Request(environ)
+                urls = url_map.bind_to_environ(environ)
+                return urls.dispatch(lambda e, v: views[e](request, **v),
+                                     catch_http_exceptions=True)
+
+        Keep in mind that this method might return exception objects, too, so
+        use :class:`Response.force_type` to get a response object.
+
+        :param view_func: a function that is called with the endpoint as
+                          first argument and the value dict as second.  Has
+                          to dispatch to the actual view function with this
+                          information.  (see above)
+        :param path_info: the path info to use for matching.  Overrides the
+                          path info specified on binding.
+        :param method: the HTTP method used for matching.  Overrides the
+                       method specified on binding.
+        :param catch_http_exceptions: set to `True` to catch any of the
+                                      werkzeug :class:`HTTPException`\\s.
+        """
+        try:
+            try:
+                endpoint, args = self.match(path_info, method)
+            except RequestRedirect as e:
+                return e
+            return view_func(endpoint, args)
+        except HTTPException as e:
+            if catch_http_exceptions:
+                return e
+            raise
+
+    @t.overload
+    def match(  # type: ignore
+        self,
+        path_info: t.Optional[str] = None,
+        method: t.Optional[str] = None,
+        return_rule: "te.Literal[False]" = False,
+        query_args: t.Optional[t.Union[t.Mapping[str, t.Any], str]] = None,
+        websocket: t.Optional[bool] = None,
+    ) -> t.Tuple[str, t.Mapping[str, t.Any]]:
+        ...
+
+    @t.overload
+    def match(
+        self,
+        path_info: t.Optional[str] = None,
+        method: t.Optional[str] = None,
+        return_rule: "te.Literal[True]" = True,
+        query_args: t.Optional[t.Union[t.Mapping[str, t.Any], str]] = None,
+        websocket: t.Optional[bool] = None,
+    ) -> t.Tuple[Rule, t.Mapping[str, t.Any]]:
+        ...
+
+    def match(
+        self,
+        path_info: t.Optional[str] = None,
+        method: t.Optional[str] = None,
+        return_rule: bool = False,
+        query_args: t.Optional[t.Union[t.Mapping[str, t.Any], str]] = None,
+        websocket: t.Optional[bool] = None,
+    ) -> t.Tuple[t.Union[str, Rule], t.Mapping[str, t.Any]]:
+        """The usage is simple: you just pass the match method the current
+        path info as well as the method (which defaults to `GET`).  The
+        following things can then happen:
+
+        - you receive a `NotFound` exception that indicates that no URL is
+          matching.  A `NotFound` exception is also a WSGI application you
+          can call to get a default page not found page (happens to be the
+          same object as `werkzeug.exceptions.NotFound`)
+
+        - you receive a `MethodNotAllowed` exception that indicates that there
+          is a match for this URL but not for the current request method.
+          This is useful for RESTful applications.
+
+        - you receive a `RequestRedirect` exception with a `new_url`
+          attribute.  This exception is used to notify you about a request
+          Werkzeug requests from your WSGI application.  This is for example the
+          case if you request ``/foo`` although the correct URL is ``/foo/``
+          You can use the `RequestRedirect` instance as response-like object
+          similar to all other subclasses of `HTTPException`.
+
+        - you receive a ``WebsocketMismatch`` exception if the only
+          match is a WebSocket rule but the bind is an HTTP request, or
+          if the match is an HTTP rule but the bind is a WebSocket
+          request.
+
+        - you get a tuple in the form ``(endpoint, arguments)`` if there is
+          a match (unless `return_rule` is True, in which case you get a tuple
+          in the form ``(rule, arguments)``)
+
+        If the path info is not passed to the match method the default path
+        info of the map is used (defaults to the root URL if not defined
+        explicitly).
+
+        All of the exceptions raised are subclasses of `HTTPException` so they
+        can be used as WSGI responses. They will all render generic error or
+        redirect pages.
+
+        Here is a small example for matching:
+
+        >>> m = Map([
+        ...     Rule('/', endpoint='index'),
+        ...     Rule('/downloads/', endpoint='downloads/index'),
+        ...     Rule('/downloads/<int:id>', endpoint='downloads/show')
+        ... ])
+        >>> urls = m.bind("example.com", "/")
+        >>> urls.match("/", "GET")
+        ('index', {})
+        >>> urls.match("/downloads/42")
+        ('downloads/show', {'id': 42})
+
+        And here is what happens on redirect and missing URLs:
+
+        >>> urls.match("/downloads")
+        Traceback (most recent call last):
+          ...
+        RequestRedirect: http://example.com/downloads/
+        >>> urls.match("/missing")
+        Traceback (most recent call last):
+          ...
+        NotFound: 404 Not Found
+
+        :param path_info: the path info to use for matching.  Overrides the
+                          path info specified on binding.
+        :param method: the HTTP method used for matching.  Overrides the
+                       method specified on binding.
+        :param return_rule: return the rule that matched instead of just the
+                            endpoint (defaults to `False`).
+        :param query_args: optional query arguments that are used for
+                           automatic redirects as string or dictionary.  It's
+                           currently not possible to use the query arguments
+                           for URL matching.
+        :param websocket: Match WebSocket instead of HTTP requests. A
+            websocket request has a ``ws`` or ``wss``
+            :attr:`url_scheme`. This overrides that detection.
+
+        .. versionadded:: 1.0
+            Added ``websocket``.
+
+        .. versionchanged:: 0.8
+            ``query_args`` can be a string.
+
+        .. versionadded:: 0.7
+            Added ``query_args``.
+
+        .. versionadded:: 0.6
+            Added ``return_rule``.
+        """
+        self.map.update()
+        if path_info is None:
+            path_info = self.path_info
+        else:
+            path_info = _to_str(path_info, self.map.charset)
+        if query_args is None:
+            query_args = self.query_args or {}
+        method = (method or self.default_method).upper()
+
+        if websocket is None:
+            websocket = self.websocket
+
+        domain_part = self.server_name if self.map.host_matching else self.subdomain
+        path_part = f"/{path_info.lstrip('/')}" if path_info else ""
+
+        try:
+            result = self.map._matcher.match(domain_part, path_part, method, websocket)
+        except RequestPath as e:
+            raise RequestRedirect(
+                self.make_redirect_url(
+                    url_quote(e.path_info, self.map.charset, safe="/:|+"),
+                    query_args,
+                )
+            ) from None
+        except RequestAliasRedirect as e:
+            raise RequestRedirect(
+                self.make_alias_redirect_url(
+                    f"{domain_part}|{path_part}",
+                    e.endpoint,
+                    e.matched_values,
+                    method,
+                    query_args,
+                )
+            ) from None
+        except NoMatch as e:
+            if e.have_match_for:
+                raise MethodNotAllowed(valid_methods=list(e.have_match_for)) from None
+
+            if e.websocket_mismatch:
+                raise WebsocketMismatch() from None
+
+            raise NotFound() from None
+        else:
+            rule, rv = result
+
+            if self.map.redirect_defaults:
+                redirect_url = self.get_default_redirect(rule, method, rv, query_args)
+                if redirect_url is not None:
+                    raise RequestRedirect(redirect_url)
+
+            if rule.redirect_to is not None:
+                if isinstance(rule.redirect_to, str):
+
+                    def _handle_match(match: t.Match[str]) -> str:
+                        value = rv[match.group(1)]
+                        return rule._converters[match.group(1)].to_url(value)
+
+                    redirect_url = _simple_rule_re.sub(_handle_match, rule.redirect_to)
+                else:
+                    redirect_url = rule.redirect_to(self, **rv)
+
+                if self.subdomain:
+                    netloc = f"{self.subdomain}.{self.server_name}"
+                else:
+                    netloc = self.server_name
+
+                raise RequestRedirect(
+                    url_join(
+                        f"{self.url_scheme or 'http'}://{netloc}{self.script_name}",
+                        redirect_url,
+                    )
+                )
+
+            if return_rule:
+                return rule, rv
+            else:
+                return rule.endpoint, rv
+
+    def test(
+        self, path_info: t.Optional[str] = None, method: t.Optional[str] = None
+    ) -> bool:
+        """Test if a rule would match.  Works like `match` but returns `True`
+        if the URL matches, or `False` if it does not exist.
+
+        :param path_info: the path info to use for matching.  Overrides the
+                          path info specified on binding.
+        :param method: the HTTP method used for matching.  Overrides the
+                       method specified on binding.
+        """
+        try:
+            self.match(path_info, method)
+        except RequestRedirect:
+            pass
+        except HTTPException:
+            return False
+        return True
+
+    def allowed_methods(self, path_info: t.Optional[str] = None) -> t.Iterable[str]:
+        """Returns the valid methods that match for a given path.
+
+        .. versionadded:: 0.7
+        """
+        try:
+            self.match(path_info, method="--")
+        except MethodNotAllowed as e:
+            return e.valid_methods  # type: ignore
+        except HTTPException:
+            pass
+        return []
+
+    def get_host(self, domain_part: t.Optional[str]) -> str:
+        """Figures out the full host name for the given domain part.  The
+        domain part is a subdomain in case host matching is disabled or
+        a full host name.
+        """
+        if self.map.host_matching:
+            if domain_part is None:
+                return self.server_name
+            return _to_str(domain_part, "ascii")
+        subdomain = domain_part
+        if subdomain is None:
+            subdomain = self.subdomain
+        else:
+            subdomain = _to_str(subdomain, "ascii")
+
+        if subdomain:
+            return f"{subdomain}.{self.server_name}"
+        else:
+            return self.server_name
+
+    def get_default_redirect(
+        self,
+        rule: Rule,
+        method: str,
+        values: t.MutableMapping[str, t.Any],
+        query_args: t.Union[t.Mapping[str, t.Any], str],
+    ) -> t.Optional[str]:
+        """A helper that returns the URL to redirect to if it finds one.
+        This is used for default redirecting only.
+
+        :internal:
+        """
+        assert self.map.redirect_defaults
+        for r in self.map._rules_by_endpoint[rule.endpoint]:
+            # every rule that comes after this one, including ourself
+            # has a lower priority for the defaults.  We order the ones
+            # with the highest priority up for building.
+            if r is rule:
+                break
+            if r.provides_defaults_for(rule) and r.suitable_for(values, method):
+                values.update(r.defaults)  # type: ignore
+                domain_part, path = r.build(values)  # type: ignore
+                return self.make_redirect_url(path, query_args, domain_part=domain_part)
+        return None
+
+    def encode_query_args(self, query_args: t.Union[t.Mapping[str, t.Any], str]) -> str:
+        if not isinstance(query_args, str):
+            return url_encode(query_args, self.map.charset)
+        return query_args
+
+    def make_redirect_url(
+        self,
+        path_info: str,
+        query_args: t.Optional[t.Union[t.Mapping[str, t.Any], str]] = None,
+        domain_part: t.Optional[str] = None,
+    ) -> str:
+        """Creates a redirect URL.
+
+        :internal:
+        """
+        if query_args:
+            suffix = f"?{self.encode_query_args(query_args)}"
+        else:
+            suffix = ""
+
+        scheme = self.url_scheme or "http"
+        host = self.get_host(domain_part)
+        path = posixpath.join(self.script_name.strip("/"), path_info.lstrip("/"))
+        return f"{scheme}://{host}/{path}{suffix}"
+
+    def make_alias_redirect_url(
+        self,
+        path: str,
+        endpoint: str,
+        values: t.Mapping[str, t.Any],
+        method: str,
+        query_args: t.Union[t.Mapping[str, t.Any], str],
+    ) -> str:
+        """Internally called to make an alias redirect URL."""
+        url = self.build(
+            endpoint, values, method, append_unknown=False, force_external=True
+        )
+        if query_args:
+            url += f"?{self.encode_query_args(query_args)}"
+        assert url != path, "detected invalid alias setting. No canonical URL found"
+        return url
+
+    def _partial_build(
+        self,
+        endpoint: str,
+        values: t.Mapping[str, t.Any],
+        method: t.Optional[str],
+        append_unknown: bool,
+    ) -> t.Optional[t.Tuple[str, str, bool]]:
+        """Helper for :meth:`build`.  Returns subdomain and path for the
+        rule that accepts this endpoint, values and method.
+
+        :internal:
+        """
+        # in case the method is none, try with the default method first
+        if method is None:
+            rv = self._partial_build(
+                endpoint, values, self.default_method, append_unknown
+            )
+            if rv is not None:
+                return rv
+
+        # Default method did not match or a specific method is passed.
+        # Check all for first match with matching host. If no matching
+        # host is found, go with first result.
+        first_match = None
+
+        for rule in self.map._rules_by_endpoint.get(endpoint, ()):
+            if rule.suitable_for(values, method):
+                build_rv = rule.build(values, append_unknown)
+
+                if build_rv is not None:
+                    rv = (build_rv[0], build_rv[1], rule.websocket)
+                    if self.map.host_matching:
+                        if rv[0] == self.server_name:
+                            return rv
+                        elif first_match is None:
+                            first_match = rv
+                    else:
+                        return rv
+
+        return first_match
+
+    def build(
+        self,
+        endpoint: str,
+        values: t.Optional[t.Mapping[str, t.Any]] = None,
+        method: t.Optional[str] = None,
+        force_external: bool = False,
+        append_unknown: bool = True,
+        url_scheme: t.Optional[str] = None,
+    ) -> str:
+        """Building URLs works pretty much the other way round.  Instead of
+        `match` you call `build` and pass it the endpoint and a dict of
+        arguments for the placeholders.
+
+        The `build` function also accepts an argument called `force_external`
+        which, if you set it to `True` will force external URLs. Per default
+        external URLs (include the server name) will only be used if the
+        target URL is on a different subdomain.
+
+        >>> m = Map([
+        ...     Rule('/', endpoint='index'),
+        ...     Rule('/downloads/', endpoint='downloads/index'),
+        ...     Rule('/downloads/<int:id>', endpoint='downloads/show')
+        ... ])
+        >>> urls = m.bind("example.com", "/")
+        >>> urls.build("index", {})
+        '/'
+        >>> urls.build("downloads/show", {'id': 42})
+        '/downloads/42'
+        >>> urls.build("downloads/show", {'id': 42}, force_external=True)
+        'http://example.com/downloads/42'
+
+        Because URLs cannot contain non ASCII data you will always get
+        bytes back.  Non ASCII characters are urlencoded with the
+        charset defined on the map instance.
+
+        Additional values are converted to strings and appended to the URL as
+        URL querystring parameters:
+
+        >>> urls.build("index", {'q': 'My Searchstring'})
+        '/?q=My+Searchstring'
+
+        When processing those additional values, lists are furthermore
+        interpreted as multiple values (as per
+        :py:class:`werkzeug.datastructures.MultiDict`):
+
+        >>> urls.build("index", {'q': ['a', 'b', 'c']})
+        '/?q=a&q=b&q=c'
+
+        Passing a ``MultiDict`` will also add multiple values:
+
+        >>> urls.build("index", MultiDict((('p', 'z'), ('q', 'a'), ('q', 'b'))))
+        '/?p=z&q=a&q=b'
+
+        If a rule does not exist when building a `BuildError` exception is
+        raised.
+
+        The build method accepts an argument called `method` which allows you
+        to specify the method you want to have an URL built for if you have
+        different methods for the same endpoint specified.
+
+        :param endpoint: the endpoint of the URL to build.
+        :param values: the values for the URL to build.  Unhandled values are
+                       appended to the URL as query parameters.
+        :param method: the HTTP method for the rule if there are different
+                       URLs for different methods on the same endpoint.
+        :param force_external: enforce full canonical external URLs. If the URL
+                               scheme is not provided, this will generate
+                               a protocol-relative URL.
+        :param append_unknown: unknown parameters are appended to the generated
+                               URL as query string argument.  Disable this
+                               if you want the builder to ignore those.
+        :param url_scheme: Scheme to use in place of the bound
+            :attr:`url_scheme`.
+
+        .. versionchanged:: 2.0
+            Added the ``url_scheme`` parameter.
+
+        .. versionadded:: 0.6
+           Added the ``append_unknown`` parameter.
+        """
+        self.map.update()
+
+        if values:
+            if isinstance(values, MultiDict):
+                values = {
+                    k: (v[0] if len(v) == 1 else v)
+                    for k, v in dict.items(values)
+                    if len(v) != 0
+                }
+            else:  # plain dict
+                values = {k: v for k, v in values.items() if v is not None}
+        else:
+            values = {}
+
+        rv = self._partial_build(endpoint, values, method, append_unknown)
+        if rv is None:
+            raise BuildError(endpoint, values, method, self)
+
+        domain_part, path, websocket = rv
+        host = self.get_host(domain_part)
+
+        if url_scheme is None:
+            url_scheme = self.url_scheme
+
+        # Always build WebSocket routes with the scheme (browsers
+        # require full URLs). If bound to a WebSocket, ensure that HTTP
+        # routes are built with an HTTP scheme.
+        secure = url_scheme in {"https", "wss"}
+
+        if websocket:
+            force_external = True
+            url_scheme = "wss" if secure else "ws"
+        elif url_scheme:
+            url_scheme = "https" if secure else "http"
+
+        # shortcut this.
+        if not force_external and (
+            (self.map.host_matching and host == self.server_name)
+            or (not self.map.host_matching and domain_part == self.subdomain)
+        ):
+            return f"{self.script_name.rstrip('/')}/{path.lstrip('/')}"
+
+        scheme = f"{url_scheme}:" if url_scheme else ""
+        return f"{scheme}//{host}{self.script_name[:-1]}/{path.lstrip('/')}"
diff --git a/venv/lib/python3.8/site-packages/werkzeug/routing/matcher.py b/venv/lib/python3.8/site-packages/werkzeug/routing/matcher.py
new file mode 100644
index 0000000..d22b05a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/routing/matcher.py
@@ -0,0 +1,185 @@
+import re
+import typing as t
+from dataclasses import dataclass
+from dataclasses import field
+
+from .converters import ValidationError
+from .exceptions import NoMatch
+from .exceptions import RequestAliasRedirect
+from .exceptions import RequestPath
+from .rules import Rule
+from .rules import RulePart
+
+
+class SlashRequired(Exception):
+    pass
+
+
+@dataclass
+class State:
+    """A representation of a rule state.
+
+    This includes the *rules* that correspond to the state and the
+    possible *static* and *dynamic* transitions to the next state.
+    """
+
+    dynamic: t.List[t.Tuple[RulePart, "State"]] = field(default_factory=list)
+    rules: t.List[Rule] = field(default_factory=list)
+    static: t.Dict[str, "State"] = field(default_factory=dict)
+
+
+class StateMachineMatcher:
+    def __init__(self, merge_slashes: bool) -> None:
+        self._root = State()
+        self.merge_slashes = merge_slashes
+
+    def add(self, rule: Rule) -> None:
+        state = self._root
+        for part in rule._parts:
+            if part.static:
+                state.static.setdefault(part.content, State())
+                state = state.static[part.content]
+            else:
+                for test_part, new_state in state.dynamic:
+                    if test_part == part:
+                        state = new_state
+                        break
+                else:
+                    new_state = State()
+                    state.dynamic.append((part, new_state))
+                    state = new_state
+        state.rules.append(rule)
+
+    def update(self) -> None:
+        # For every state the dynamic transitions should be sorted by
+        # the weight of the transition
+        state = self._root
+
+        def _update_state(state: State) -> None:
+            state.dynamic.sort(key=lambda entry: entry[0].weight)
+            for new_state in state.static.values():
+                _update_state(new_state)
+            for _, new_state in state.dynamic:
+                _update_state(new_state)
+
+        _update_state(state)
+
+    def match(
+        self, domain: str, path: str, method: str, websocket: bool
+    ) -> t.Tuple[Rule, t.MutableMapping[str, t.Any]]:
+        # To match to a rule we need to start at the root state and
+        # try to follow the transitions until we find a match, or find
+        # there is no transition to follow.
+
+        have_match_for = set()
+        websocket_mismatch = False
+
+        def _match(
+            state: State, parts: t.List[str], values: t.List[str]
+        ) -> t.Optional[t.Tuple[Rule, t.List[str]]]:
+            # This function is meant to be called recursively, and will attempt
+            # to match the head part to the state's transitions.
+            nonlocal have_match_for, websocket_mismatch
+
+            # The base case is when all parts have been matched via
+            # transitions. Hence if there is a rule with methods &
+            # websocket that work return it and the dynamic values
+            # extracted.
+            if parts == []:
+                for rule in state.rules:
+                    if rule.methods is not None and method not in rule.methods:
+                        have_match_for.update(rule.methods)
+                    elif rule.websocket != websocket:
+                        websocket_mismatch = True
+                    else:
+                        return rule, values
+
+                # Test if there is a match with this path with a
+                # trailing slash, if so raise an exception to report
+                # that matching is possible with an additional slash
+                if "" in state.static:
+                    for rule in state.static[""].rules:
+                        if websocket == rule.websocket and (
+                            rule.methods is None or method in rule.methods
+                        ):
+                            if rule.strict_slashes:
+                                raise SlashRequired()
+                            else:
+                                return rule, values
+                return None
+
+            part = parts[0]
+            # To match this part try the static transitions first
+            if part in state.static:
+                rv = _match(state.static[part], parts[1:], values)
+                if rv is not None:
+                    return rv
+            # No match via the static transitions, so try the dynamic
+            # ones.
+            for test_part, new_state in state.dynamic:
+                target = part
+                remaining = parts[1:]
+                # A final part indicates a transition that always
+                # consumes the remaining parts i.e. transitions to a
+                # final state.
+                if test_part.final:
+                    target = "/".join(parts)
+                    remaining = []
+                match = re.compile(test_part.content).match(target)
+                if match is not None:
+                    rv = _match(new_state, remaining, values + list(match.groups()))
+                    if rv is not None:
+                        return rv
+
+            # If there is no match and the only part left is a
+            # trailing slash ("") consider rules that aren't
+            # strict-slashes as these should match if there is a final
+            # slash part.
+            if parts == [""]:
+                for rule in state.rules:
+                    if rule.strict_slashes:
+                        continue
+                    if rule.methods is not None and method not in rule.methods:
+                        have_match_for.update(rule.methods)
+                    elif rule.websocket != websocket:
+                        websocket_mismatch = True
+                    else:
+                        return rule, values
+
+            return None
+
+        try:
+            rv = _match(self._root, [domain, *path.split("/")], [])
+        except SlashRequired:
+            raise RequestPath(f"{path}/") from None
+
+        if self.merge_slashes and rv is None:
+            # Try to match again, but with slashes merged
+            path = re.sub("/{2,}?", "/", path)
+            try:
+                rv = _match(self._root, [domain, *path.split("/")], [])
+            except SlashRequired:
+                raise RequestPath(f"{path}/") from None
+            if rv is None:
+                raise NoMatch(have_match_for, websocket_mismatch)
+            else:
+                raise RequestPath(f"{path}")
+        elif rv is not None:
+            rule, values = rv
+
+            result = {}
+            for name, value in zip(rule._converters.keys(), values):
+                try:
+                    value = rule._converters[name].to_python(value)
+                except ValidationError:
+                    raise NoMatch(have_match_for, websocket_mismatch) from None
+                result[str(name)] = value
+            if rule.defaults:
+                result.update(rule.defaults)
+
+            if rule.alias and rule.map.redirect_defaults:
+                raise RequestAliasRedirect(result, rule.endpoint)
+
+            return rule, result
+
+        raise NoMatch(have_match_for, websocket_mismatch)
diff --git a/venv/lib/python3.8/site-packages/werkzeug/routing/rules.py b/venv/lib/python3.8/site-packages/werkzeug/routing/rules.py
new file mode 100644
index 0000000..a61717a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/routing/rules.py
@@ -0,0 +1,879 @@
+import ast
+import re
+import typing as t
+from dataclasses import dataclass
+from string import Template
+from types import CodeType
+
+from .._internal import _to_bytes
+from ..urls import url_encode
+from ..urls import url_quote
+from .converters import ValidationError
+
+if t.TYPE_CHECKING:
+    from .converters import BaseConverter
+    from .map import Map
+
+
+class Weighting(t.NamedTuple):
+    number_static_weights: int
+    static_weights: t.List[t.Tuple[int, int]]
+    number_argument_weights: int
+    argument_weights: t.List[int]
+
+
+@dataclass
+class RulePart:
+    """A part of a rule.
+
+    Rules can be represented by parts as delimited by `/` with
+    instances of this class representing those parts. The *content* is
+    either the raw content if *static* or a regex string to match
+    against. The *weight* can be used to order parts when matching.
+
+    """
+
+    content: str
+    final: bool
+    static: bool
+    weight: Weighting
+
+
+_part_re = re.compile(
+    r"""
+    (?:
+        (?P<slash>\/)                                 # a slash
+      |
+        (?P<static>[^<\/]+)                           # static rule data
+      |
+        (?:
+          <
+            (?:
+              (?P<converter>[a-zA-Z_][a-zA-Z0-9_]*)   # converter name
+              (?:\((?P<arguments>.*?)\))?             # converter arguments
+              \:                                      # variable delimiter
+            )?
+            (?P<variable>[a-zA-Z_][a-zA-Z0-9_]*)      # variable name
+           >
+        )
+    )
+    """,
+    re.VERBOSE,
+)
+
+_simple_rule_re = re.compile(r"<([^>]+)>")
+_converter_args_re = re.compile(
+    r"""
+    ((?P<name>\w+)\s*=\s*)?
+    (?P<value>
+        True|False|
+        \d+.\d+|
+        \d+.|
+        \d+|
+        [\w\d_.]+|
+        [urUR]?(?P<stringval>"[^"]*?"|'[^']*')
+    )\s*,
+    """,
+    re.VERBOSE,
+)
+
+
+_PYTHON_CONSTANTS = {"None": None, "True": True, "False": False}
+
+
+def _find(value: str, target: str, pos: int) -> int:
+    """Find the *target* in *value* after *pos*.
+
+    Returns the *value* length if *target* isn't found.
+    """
+    try:
+        return value.index(target, pos)
+    except ValueError:
+        return len(value)
+
+
+def _pythonize(value: str) -> t.Union[None, bool, int, float, str]:
+    if value in _PYTHON_CONSTANTS:
+        return _PYTHON_CONSTANTS[value]
+    for convert in int, float:
+        try:
+            return convert(value)  # type: ignore
+        except ValueError:
+            pass
+    if value[:1] == value[-1:] and value[0] in "\"'":
+        value = value[1:-1]
+    return str(value)
+
+
+def parse_converter_args(argstr: str) -> t.Tuple[t.Tuple, t.Dict[str, t.Any]]:
+    argstr += ","
+    args = []
+    kwargs = {}
+
+    for item in _converter_args_re.finditer(argstr):
+        value = item.group("stringval")
+        if value is None:
+            value = item.group("value")
+        value = _pythonize(value)
+        if not item.group("name"):
+            args.append(value)
+        else:
+            name = item.group("name")
+            kwargs[name] = value
+
+    return tuple(args), kwargs
+
+
+class RuleFactory:
+    """As soon as you have more complex URL setups it's a good idea to use rule
+    factories to avoid repetitive tasks.  Some of them are builtin, others can
+    be added by subclassing `RuleFactory` and overriding `get_rules`.
+    """
+
+    def get_rules(self, map: "Map") -> t.Iterable["Rule"]:
+        """Subclasses of `RuleFactory` have to override this method and return
+        an iterable of rules."""
+        raise NotImplementedError()
+
+
+class Subdomain(RuleFactory):
+    """All URLs provided by this factory have the subdomain set to a
+    specific domain. For example if you want to use the subdomain for
+    the current language this can be a good setup::
+
+        url_map = Map([
+            Rule('/', endpoint='#select_language'),
+            Subdomain('<string(length=2):lang_code>', [
+                Rule('/', endpoint='index'),
+                Rule('/about', endpoint='about'),
+                Rule('/help', endpoint='help')
+            ])
+        ])
+
+    All the rules except for the ``'#select_language'`` endpoint will now
+    listen on a two letter long subdomain that holds the language code
+    for the current request.
+    """
+
+    def __init__(self, subdomain: str, rules: t.Iterable[RuleFactory]) -> None:
+        self.subdomain = subdomain
+        self.rules = rules
+
+    def get_rules(self, map: "Map") -> t.Iterator["Rule"]:
+        for rulefactory in self.rules:
+            for rule in rulefactory.get_rules(map):
+                rule = rule.empty()
+                rule.subdomain = self.subdomain
+                yield rule
+
+
+class Submount(RuleFactory):
+    """Like `Subdomain` but prefixes the URL rule with a given string::
+
+        url_map = Map([
+            Rule('/', endpoint='index'),
+            Submount('/blog', [
+                Rule('/', endpoint='blog/index'),
+                Rule('/entry/<entry_slug>', endpoint='blog/show')
+            ])
+        ])
+
+    Now the rule ``'blog/show'`` matches ``/blog/entry/<entry_slug>``.
+    """
+
+    def __init__(self, path: str, rules: t.Iterable[RuleFactory]) -> None:
+        self.path = path.rstrip("/")
+        self.rules = rules
+
+    def get_rules(self, map: "Map") -> t.Iterator["Rule"]:
+        for rulefactory in self.rules:
+            for rule in rulefactory.get_rules(map):
+                rule = rule.empty()
+                rule.rule = self.path + rule.rule
+                yield rule
+
+
+class EndpointPrefix(RuleFactory):
+    """Prefixes all endpoints (which must be strings for this factory) with
+    another string. This can be useful for sub applications::
+
+        url_map = Map([
+            Rule('/', endpoint='index'),
+            EndpointPrefix('blog/', [Submount('/blog', [
+                Rule('/', endpoint='index'),
+                Rule('/entry/<entry_slug>', endpoint='show')
+            ])])
+        ])
+    """
+
+    def __init__(self, prefix: str, rules: t.Iterable[RuleFactory]) -> None:
+        self.prefix = prefix
+        self.rules = rules
+
+    def get_rules(self, map: "Map") -> t.Iterator["Rule"]:
+        for rulefactory in self.rules:
+            for rule in rulefactory.get_rules(map):
+                rule = rule.empty()
+                rule.endpoint = self.prefix + rule.endpoint
+                yield rule
+
+
+class RuleTemplate:
+    """Returns copies of the rules wrapped and expands string templates in
+    the endpoint, rule, defaults or subdomain sections.
+
+    Here a small example for such a rule template::
+
+        from werkzeug.routing import Map, Rule, RuleTemplate
+
+        resource = RuleTemplate([
+            Rule('/$name/', endpoint='$name.list'),
+            Rule('/$name/<int:id>', endpoint='$name.show')
+        ])
+
+        url_map = Map([resource(name='user'), resource(name='page')])
+
+    When a rule template is called the keyword arguments are used to
+    replace the placeholders in all the string parameters.
+    """
+
+    def __init__(self, rules: t.Iterable["Rule"]) -> None:
+        self.rules = list(rules)
+
+    def __call__(self, *args: t.Any, **kwargs: t.Any) -> "RuleTemplateFactory":
+        return RuleTemplateFactory(self.rules, dict(*args, **kwargs))
+
+
+class RuleTemplateFactory(RuleFactory):
+    """A factory that fills in template variables into rules.  Used by
+    `RuleTemplate` internally.
+
+    :internal:
+    """
+
+    def __init__(
+        self, rules: t.Iterable[RuleFactory], context: t.Dict[str, t.Any]
+    ) -> None:
+        self.rules = rules
+        self.context = context
+
+    def get_rules(self, map: "Map") -> t.Iterator["Rule"]:
+        for rulefactory in self.rules:
+            for rule in rulefactory.get_rules(map):
+                new_defaults = subdomain = None
+                if rule.defaults:
+                    new_defaults = {}
+                    for key, value in rule.defaults.items():
+                        if isinstance(value, str):
+                            value = Template(value).substitute(self.context)
+                        new_defaults[key] = value
+                if rule.subdomain is not None:
+                    subdomain = Template(rule.subdomain).substitute(self.context)
+                new_endpoint = rule.endpoint
+                if isinstance(new_endpoint, str):
+                    new_endpoint = Template(new_endpoint).substitute(self.context)
+                yield Rule(
+                    Template(rule.rule).substitute(self.context),
+                    new_defaults,
+                    subdomain,
+                    rule.methods,
+                    rule.build_only,
+                    new_endpoint,
+                    rule.strict_slashes,
+                )
+
+
+def _prefix_names(src: str) -> ast.stmt:
+    """ast parse and prefix names with `.` to avoid collision with user vars"""
+    tree = ast.parse(src).body[0]
+    if isinstance(tree, ast.Expr):
+        tree = tree.value  # type: ignore
+    for node in ast.walk(tree):
+        if isinstance(node, ast.Name):
+            node.id = f".{node.id}"
+    return tree
+
+
+_CALL_CONVERTER_CODE_FMT = "self._converters[{elem!r}].to_url()"
+_IF_KWARGS_URL_ENCODE_CODE = """\
+if kwargs:
+    params = self._encode_query_vars(kwargs)
+    q = "?" if params else ""
+else:
+    q = params = ""
+"""
+_IF_KWARGS_URL_ENCODE_AST = _prefix_names(_IF_KWARGS_URL_ENCODE_CODE)
+_URL_ENCODE_AST_NAMES = (_prefix_names("q"), _prefix_names("params"))
+
+
+class Rule(RuleFactory):
+    """A Rule represents one URL pattern.  There are some options for `Rule`
+    that change the way it behaves and are passed to the `Rule` constructor.
+    Note that besides the rule-string all arguments *must* be keyword arguments
+    in order to not break the application on Werkzeug upgrades.
+
+    `string`
+        Rule strings basically are just normal URL paths with placeholders in
+        the format ``<converter(arguments):name>`` where the converter and the
+        arguments are optional.  If no converter is defined the `default`
+        converter is used which means `string` in the normal configuration.
+
+        URL rules that end with a slash are branch URLs, others are leaves.
+        If you have `strict_slashes` enabled (which is the default), all
+        branch URLs that are matched without a trailing slash will trigger a
+        redirect to the same URL with the missing slash appended.
+
+        The converters are defined on the `Map`.
+
+    `endpoint`
+        The endpoint for this rule. This can be anything. A reference to a
+        function, a string, a number etc.  The preferred way is using a string
+        because the endpoint is used for URL generation.
+
+    `defaults`
+        An optional dict with defaults for other rules with the same endpoint.
+        This is a bit tricky but useful if you want to have unique URLs::
+
+            url_map = Map([
+                Rule('/all/', defaults={'page': 1}, endpoint='all_entries'),
+                Rule('/all/page/<int:page>', endpoint='all_entries')
+            ])
+
+        If a user now visits ``http://example.com/all/page/1`` they will be
+        redirected to ``http://example.com/all/``.  If `redirect_defaults` is
+        disabled on the `Map` instance this will only affect the URL
+        generation.
+
+    `subdomain`
+        The subdomain rule string for this rule. If not specified the rule
+        only matches for the `default_subdomain` of the map.  If the map is
+        not bound to a subdomain this feature is disabled.
+
+        Can be useful if you want to have user profiles on different subdomains
+        and all subdomains are forwarded to your application::
+
+            url_map = Map([
+                Rule('/', subdomain='<username>', endpoint='user/homepage'),
+                Rule('/stats', subdomain='<username>', endpoint='user/stats')
+            ])
+
+    `methods`
+        A sequence of http methods this rule applies to.  If not specified, all
+        methods are allowed. For example this can be useful if you want different
+        endpoints for `POST` and `GET`.  If methods are defined and the path
+        matches but the method matched against is not in this list or in the
+        list of another rule for that path the error raised is of the type
+        `MethodNotAllowed` rather than `NotFound`.  If `GET` is present in the
+        list of methods and `HEAD` is not, `HEAD` is added automatically.
+
+    `strict_slashes`
+        Override the `Map` setting for `strict_slashes` only for this rule. If
+        not specified the `Map` setting is used.
+
+    `merge_slashes`
+        Override :attr:`Map.merge_slashes` for this rule.
+
+    `build_only`
+        Set this to True and the rule will never match but will create a URL
+        that can be build. This is useful if you have resources on a subdomain
+        or folder that are not handled by the WSGI application (like static data)
+
+    `redirect_to`
+        If given this must be either a string or callable.  In case of a
+        callable it's called with the url adapter that triggered the match and
+        the values of the URL as keyword arguments and has to return the target
+        for the redirect, otherwise it has to be a string with placeholders in
+        rule syntax::
+
+            def foo_with_slug(adapter, id):
+                # ask the database for the slug for the old id.  this of
+                # course has nothing to do with werkzeug.
+                return f'foo/{Foo.get_slug_for_id(id)}'
+
+            url_map = Map([
+                Rule('/foo/<slug>', endpoint='foo'),
+                Rule('/some/old/url/<slug>', redirect_to='foo/<slug>'),
+                Rule('/other/old/url/<int:id>', redirect_to=foo_with_slug)
+            ])
+
+        When the rule is matched the routing system will raise a
+        `RequestRedirect` exception with the target for the redirect.
+
+        Keep in mind that the URL will be joined against the URL root of the
+        script so don't use a leading slash on the target URL unless you
+        really mean root of that domain.
+
+    `alias`
+        If enabled this rule serves as an alias for another rule with the same
+        endpoint and arguments.
+
+    `host`
+        If provided and the URL map has host matching enabled this can be
+        used to provide a match rule for the whole host.  This also means
+        that the subdomain feature is disabled.
+
+    `websocket`
+        If ``True``, this rule is only matches for WebSocket (``ws://``,
+        ``wss://``) requests. By default, rules will only match for HTTP
+        requests.
+
+    .. versionchanged:: 2.1
+        Percent-encoded newlines (``%0a``), which are decoded by WSGI
+        servers, are considered when routing instead of terminating the
+        match early.
+
+    .. versionadded:: 1.0
+        Added ``websocket``.
+
+    .. versionadded:: 1.0
+        Added ``merge_slashes``.
+
+    .. versionadded:: 0.7
+        Added ``alias`` and ``host``.
+
+    .. versionchanged:: 0.6.1
+       ``HEAD`` is added to ``methods`` if ``GET`` is present.
+    """
+
+    def __init__(
+        self,
+        string: str,
+        defaults: t.Optional[t.Mapping[str, t.Any]] = None,
+        subdomain: t.Optional[str] = None,
+        methods: t.Optional[t.Iterable[str]] = None,
+        build_only: bool = False,
+        endpoint: t.Optional[str] = None,
+        strict_slashes: t.Optional[bool] = None,
+        merge_slashes: t.Optional[bool] = None,
+        redirect_to: t.Optional[t.Union[str, t.Callable[..., str]]] = None,
+        alias: bool = False,
+        host: t.Optional[str] = None,
+        websocket: bool = False,
+    ) -> None:
+        if not string.startswith("/"):
+            raise ValueError("urls must start with a leading slash")
+        self.rule = string
+        self.is_leaf = not string.endswith("/")
+        self.is_branch = string.endswith("/")
+
+        self.map: "Map" = None  # type: ignore
+        self.strict_slashes = strict_slashes
+        self.merge_slashes = merge_slashes
+        self.subdomain = subdomain
+        self.host = host
+        self.defaults = defaults
+        self.build_only = build_only
+        self.alias = alias
+        self.websocket = websocket
+
+        if methods is not None:
+            if isinstance(methods, str):
+                raise TypeError("'methods' should be a list of strings.")
+
+            methods = {x.upper() for x in methods}
+
+            if "HEAD" not in methods and "GET" in methods:
+                methods.add("HEAD")
+
+            if websocket and methods - {"GET", "HEAD", "OPTIONS"}:
+                raise ValueError(
+                    "WebSocket rules can only use 'GET', 'HEAD', and 'OPTIONS' methods."
+                )
+
+        self.methods = methods
+        self.endpoint: str = endpoint  # type: ignore
+        self.redirect_to = redirect_to
+
+        if defaults:
+            self.arguments = set(map(str, defaults))
+        else:
+            self.arguments = set()
+
+        self._converters: t.Dict[str, "BaseConverter"] = {}
+        self._trace: t.List[t.Tuple[bool, str]] = []
+        self._parts: t.List[RulePart] = []
+
+    def empty(self) -> "Rule":
+        """
+        Return an unbound copy of this rule.
+
+        This can be useful if want to reuse an already bound URL for another
+        map.  See ``get_empty_kwargs`` to override what keyword arguments are
+        provided to the new copy.
+        """
+        return type(self)(self.rule, **self.get_empty_kwargs())
+
+    def get_empty_kwargs(self) -> t.Mapping[str, t.Any]:
+        """
+        Provides kwargs for instantiating empty copy with empty()
+
+        Use this method to provide custom keyword arguments to the subclass of
+        ``Rule`` when calling ``some_rule.empty()``.  Helpful when the subclass
+        has custom keyword arguments that are needed at instantiation.
+
+        Must return a ``dict`` that will be provided as kwargs to the new
+        instance of ``Rule``, following the initial ``self.rule`` value which
+        is always provided as the first, required positional argument.
+        """
+        defaults = None
+        if self.defaults:
+            defaults = dict(self.defaults)
+        return dict(
+            defaults=defaults,
+            subdomain=self.subdomain,
+            methods=self.methods,
+            build_only=self.build_only,
+            endpoint=self.endpoint,
+            strict_slashes=self.strict_slashes,
+            redirect_to=self.redirect_to,
+            alias=self.alias,
+            host=self.host,
+        )
+
+    def get_rules(self, map: "Map") -> t.Iterator["Rule"]:
+        yield self
+
+    def refresh(self) -> None:
+        """Rebinds and refreshes the URL.  Call this if you modified the
+        rule in place.
+
+        :internal:
+        """
+        self.bind(self.map, rebind=True)
+
+    def bind(self, map: "Map", rebind: bool = False) -> None:
+        """Bind the url to a map and create a regular expression based on
+        the information from the rule itself and the defaults from the map.
+
+        :internal:
+        """
+        if self.map is not None and not rebind:
+            raise RuntimeError(f"url rule {self!r} already bound to map {self.map!r}")
+        self.map = map
+        if self.strict_slashes is None:
+            self.strict_slashes = map.strict_slashes
+        if self.merge_slashes is None:
+            self.merge_slashes = map.merge_slashes
+        if self.subdomain is None:
+            self.subdomain = map.default_subdomain
+        self.compile()
+
+    def get_converter(
+        self,
+        variable_name: str,
+        converter_name: str,
+        args: t.Tuple,
+        kwargs: t.Mapping[str, t.Any],
+    ) -> "BaseConverter":
+        """Looks up the converter for the given parameter.
+
+        .. versionadded:: 0.9
+        """
+        if converter_name not in self.map.converters:
+            raise LookupError(f"the converter {converter_name!r} does not exist")
+        return self.map.converters[converter_name](self.map, *args, **kwargs)
+
+    def _encode_query_vars(self, query_vars: t.Mapping[str, t.Any]) -> str:
+        return url_encode(
+            query_vars,
+            charset=self.map.charset,
+            sort=self.map.sort_parameters,
+            key=self.map.sort_key,
+        )
+
+    def _parse_rule(self, rule: str) -> t.Iterable[RulePart]:
+        content = ""
+        static = True
+        argument_weights = []
+        static_weights: t.List[t.Tuple[int, int]] = []
+        final = False
+
+        pos = 0
+        while pos < len(rule):
+            match = _part_re.match(rule, pos)
+            if match is None:
+                raise ValueError(f"malformed url rule: {rule!r}")
+
+            data = match.groupdict()
+            if data["static"] is not None:
+                static_weights.append((len(static_weights), -len(data["static"])))
+                self._trace.append((False, data["static"]))
+                content += data["static"] if static else re.escape(data["static"])
+
+            if data["variable"] is not None:
+                if static:
+                    # Switching content to represent regex, hence the need to escape
+                    content = re.escape(content)
+                static = False
+                c_args, c_kwargs = parse_converter_args(data["arguments"] or "")
+                convobj = self.get_converter(
+                    data["variable"], data["converter"] or "default", c_args, c_kwargs
+                )
+                self._converters[data["variable"]] = convobj
+                self.arguments.add(data["variable"])
+                if not convobj.part_isolating:
+                    final = True
+                content += f"({convobj.regex})"
+                argument_weights.append(convobj.weight)
+                self._trace.append((True, data["variable"]))
+
+            if data["slash"] is not None:
+                self._trace.append((False, "/"))
+                if final:
+                    content += "/"
+                else:
+                    if not static:
+                        content += r"\Z"
+                    weight = Weighting(
+                        -len(static_weights),
+                        static_weights,
+                        -len(argument_weights),
+                        argument_weights,
+                    )
+                    yield RulePart(
+                        content=content, final=final, static=static, weight=weight
+                    )
+                    content = ""
+                    static = True
+                    argument_weights = []
+                    static_weights = []
+                    final = False
+
+            pos = match.end()
+
+        if not static:
+            content += r"\Z"
+        weight = Weighting(
+            -len(static_weights),
+            static_weights,
+            -len(argument_weights),
+            argument_weights,
+        )
+        yield RulePart(content=content, final=final, static=static, weight=weight)
+
+    def compile(self) -> None:
+        """Compiles the regular expression and stores it."""
+        assert self.map is not None, "rule not bound"
+
+        if self.map.host_matching:
+            domain_rule = self.host or ""
+        else:
+            domain_rule = self.subdomain or ""
+        self._parts = []
+        self._trace = []
+        self._converters = {}
+        if domain_rule == "":
+            self._parts = [
+                RulePart(
+                    content="", final=False, static=True, weight=Weighting(0, [], 0, [])
+                )
+            ]
+        else:
+            self._parts.extend(self._parse_rule(domain_rule))
+        self._trace.append((False, "|"))
+        rule = self.rule
+        if self.merge_slashes:
+            rule = re.sub("/{2,}?", "/", self.rule)
+        self._parts.extend(self._parse_rule(rule))
+
+        self._build: t.Callable[..., t.Tuple[str, str]]
+        self._build = self._compile_builder(False).__get__(self, None)
+        self._build_unknown: t.Callable[..., t.Tuple[str, str]]
+        self._build_unknown = self._compile_builder(True).__get__(self, None)
+
+    @staticmethod
+    def _get_func_code(code: CodeType, name: str) -> t.Callable[..., t.Tuple[str, str]]:
+        globs: t.Dict[str, t.Any] = {}
+        locs: t.Dict[str, t.Any] = {}
+        exec(code, globs, locs)
+        return locs[name]  # type: ignore
+
+    def _compile_builder(
+        self, append_unknown: bool = True
+    ) -> t.Callable[..., t.Tuple[str, str]]:
+        defaults = self.defaults or {}
+        dom_ops: t.List[t.Tuple[bool, str]] = []
+        url_ops: t.List[t.Tuple[bool, str]] = []
+
+        opl = dom_ops
+        for is_dynamic, data in self._trace:
+            if data == "|" and opl is dom_ops:
+                opl = url_ops
+                continue
+            # this seems like a silly case to ever come up but:
+            # if a default is given for a value that appears in the rule,
+            # resolve it to a constant ahead of time
+            if is_dynamic and data in defaults:
+                data = self._converters[data].to_url(defaults[data])
+                opl.append((False, data))
+            elif not is_dynamic:
+                opl.append(
+                    (False, url_quote(_to_bytes(data, self.map.charset), safe="/:|+"))
+                )
+            else:
+                opl.append((True, data))
+
+        def _convert(elem: str) -> ast.stmt:
+            ret = _prefix_names(_CALL_CONVERTER_CODE_FMT.format(elem=elem))
+            ret.args = [ast.Name(str(elem), ast.Load())]  # type: ignore  # str for py2
+            return ret
+
+        def _parts(ops: t.List[t.Tuple[bool, str]]) -> t.List[ast.AST]:
+            parts = [
+                _convert(elem) if is_dynamic else ast.Str(s=elem)
+                for is_dynamic, elem in ops
+            ]
+            parts = parts or [ast.Str("")]
+            # constant fold
+            ret = [parts[0]]
+            for p in parts[1:]:
+                if isinstance(p, ast.Str) and isinstance(ret[-1], ast.Str):
+                    ret[-1] = ast.Str(ret[-1].s + p.s)
+                else:
+                    ret.append(p)
+            return ret
+
+        dom_parts = _parts(dom_ops)
+        url_parts = _parts(url_ops)
+        if not append_unknown:
+            body = []
+        else:
+            body = [_IF_KWARGS_URL_ENCODE_AST]
+            url_parts.extend(_URL_ENCODE_AST_NAMES)
+
+        def _join(parts: t.List[ast.AST]) -> ast.AST:
+            if len(parts) == 1:  # shortcut
+                return parts[0]
+            return ast.JoinedStr(parts)
+
+        body.append(
+            ast.Return(ast.Tuple([_join(dom_parts), _join(url_parts)], ast.Load()))
+        )
+
+        pargs = [
+            elem
+            for is_dynamic, elem in dom_ops + url_ops
+            if is_dynamic and elem not in defaults
+        ]
+        kargs = [str(k) for k in defaults]
+
+        func_ast: ast.FunctionDef = _prefix_names("def _(): pass")  # type: ignore
+        func_ast.name = f"<builder:{self.rule!r}>"
+        func_ast.args.args.append(ast.arg(".self", None))
+        for arg in pargs + kargs:
+            func_ast.args.args.append(ast.arg(arg, None))
+        func_ast.args.kwarg = ast.arg(".kwargs", None)
+        for _ in kargs:
+            func_ast.args.defaults.append(ast.Str(""))
+        func_ast.body = body
+
+        # use `ast.parse` instead of `ast.Module` for better portability
+        # Python 3.8 changes the signature of `ast.Module`
+        module = ast.parse("")
+        module.body = [func_ast]
+
+        # mark everything as on line 1, offset 0
+        # less error-prone than `ast.fix_missing_locations`
+        # bad line numbers cause an assert to fail in debug builds
+        for node in ast.walk(module):
+            if "lineno" in node._attributes:
+                node.lineno = 1
+            if "end_lineno" in node._attributes:
+                node.end_lineno = node.lineno  # type: ignore[attr-defined]
+            if "col_offset" in node._attributes:
+                node.col_offset = 0
+            if "end_col_offset" in node._attributes:
+                node.end_col_offset = node.col_offset  # type: ignore[attr-defined]
+
+        code = compile(module, "<werkzeug routing>", "exec")
+        return self._get_func_code(code, func_ast.name)
+
+    def build(
+        self, values: t.Mapping[str, t.Any], append_unknown: bool = True
+    ) -> t.Optional[t.Tuple[str, str]]:
+        """Assembles the relative url for that rule and the subdomain.
+        If building doesn't work for some reasons `None` is returned.
+
+        :internal:
+        """
+        try:
+            if append_unknown:
+                return self._build_unknown(**values)
+            else:
+                return self._build(**values)
+        except ValidationError:
+            return None
+
+    def provides_defaults_for(self, rule: "Rule") -> bool:
+        """Check if this rule has defaults for a given rule.
+
+        :internal:
+        """
+        return bool(
+            not self.build_only
+            and self.defaults
+            and self.endpoint == rule.endpoint
+            and self != rule
+            and self.arguments == rule.arguments
+        )
+
+    def suitable_for(
+        self, values: t.Mapping[str, t.Any], method: t.Optional[str] = None
+    ) -> bool:
+        """Check if the dict of values has enough data for url generation.
+
+        :internal:
+        """
+        # if a method was given explicitly and that method is not supported
+        # by this rule, this rule is not suitable.
+        if (
+            method is not None
+            and self.methods is not None
+            and method not in self.methods
+        ):
+            return False
+
+        defaults = self.defaults or ()
+
+        # all arguments required must be either in the defaults dict or
+        # the value dictionary otherwise it's not suitable
+        for key in self.arguments:
+            if key not in defaults and key not in values:
+                return False
+
+        # in case defaults are given we ensure that either the value was
+        # skipped or the value is the same as the default value.
+        if defaults:
+            for key, value in defaults.items():
+                if key in values and value != values[key]:
+                    return False
+
+        return True
+
+    def build_compare_key(self) -> t.Tuple[int, int, int]:
+        """The build compare key for sorting.
+
+        :internal:
+        """
+        return (1 if self.alias else 0, -len(self.arguments), -len(self.defaults or ()))
+
+    def __eq__(self, other: object) -> bool:
+        return isinstance(other, type(self)) and self._trace == other._trace
+
+    __hash__ = None  # type: ignore
+
+    def __str__(self) -> str:
+        return self.rule
+
+    def __repr__(self) -> str:
+        if self.map is None:
+            return f"<{type(self).__name__} (unbound)>"
+        parts = []
+        for is_dynamic, data in self._trace:
+            if is_dynamic:
+                parts.append(f"<{data}>")
+            else:
+                parts.append(data)
+        parts = "".join(parts).lstrip("|")
+        methods = f" ({', '.join(self.methods)})" if self.methods is not None else ""
+        return f"<{type(self).__name__} {parts!r}{methods} -> {self.endpoint}>"
diff --git a/venv/lib/python3.8/site-packages/werkzeug/sansio/__init__.py b/venv/lib/python3.8/site-packages/werkzeug/sansio/__init__.py
new file mode 120000
index 0000000..05b4099
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/sansio/__init__.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e3/b0/c4/4298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
\ No newline at end of file
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diff --git a/venv/lib/python3.8/site-packages/werkzeug/sansio/http.py b/venv/lib/python3.8/site-packages/werkzeug/sansio/http.py
new file mode 100644
index 0000000..8288882
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/sansio/http.py
@@ -0,0 +1,140 @@
+import re
+import typing as t
+from datetime import datetime
+
+from .._internal import _cookie_parse_impl
+from .._internal import _dt_as_utc
+from .._internal import _to_str
+from ..http import generate_etag
+from ..http import parse_date
+from ..http import parse_etags
+from ..http import parse_if_range_header
+from ..http import unquote_etag
+
+_etag_re = re.compile(r'([Ww]/)?(?:"(.*?)"|(.*?))(?:\s*,\s*|$)')
+
+
+def is_resource_modified(
+    http_range: t.Optional[str] = None,
+    http_if_range: t.Optional[str] = None,
+    http_if_modified_since: t.Optional[str] = None,
+    http_if_none_match: t.Optional[str] = None,
+    http_if_match: t.Optional[str] = None,
+    etag: t.Optional[str] = None,
+    data: t.Optional[bytes] = None,
+    last_modified: t.Optional[t.Union[datetime, str]] = None,
+    ignore_if_range: bool = True,
+) -> bool:
+    """Convenience method for conditional requests.
+    :param http_range: Range HTTP header
+    :param http_if_range: If-Range HTTP header
+    :param http_if_modified_since: If-Modified-Since HTTP header
+    :param http_if_none_match: If-None-Match HTTP header
+    :param http_if_match: If-Match HTTP header
+    :param etag: the etag for the response for comparison.
+    :param data: or alternatively the data of the response to automatically
+                 generate an etag using :func:`generate_etag`.
+    :param last_modified: an optional date of the last modification.
+    :param ignore_if_range: If `False`, `If-Range` header will be taken into
+                            account.
+    :return: `True` if the resource was modified, otherwise `False`.
+
+    .. versionadded:: 2.2
+    """
+    if etag is None and data is not None:
+        etag = generate_etag(data)
+    elif data is not None:
+        raise TypeError("both data and etag given")
+
+    unmodified = False
+    if isinstance(last_modified, str):
+        last_modified = parse_date(last_modified)
+
+    # HTTP doesn't use microsecond, remove it to avoid false positive
+    # comparisons. Mark naive datetimes as UTC.
+    if last_modified is not None:
+        last_modified = _dt_as_utc(last_modified.replace(microsecond=0))
+
+    if_range = None
+    if not ignore_if_range and http_range is not None:
+        # https://tools.ietf.org/html/rfc7233#section-3.2
+        # A server MUST ignore an If-Range header field received in a request
+        # that does not contain a Range header field.
+        if_range = parse_if_range_header(http_if_range)
+
+    if if_range is not None and if_range.date is not None:
+        modified_since: t.Optional[datetime] = if_range.date
+    else:
+        modified_since = parse_date(http_if_modified_since)
+
+    if modified_since and last_modified and last_modified <= modified_since:
+        unmodified = True
+
+    if etag:
+        etag, _ = unquote_etag(etag)
+        etag = t.cast(str, etag)
+
+        if if_range is not None and if_range.etag is not None:
+            unmodified = parse_etags(if_range.etag).contains(etag)
+        else:
+            if_none_match = parse_etags(http_if_none_match)
+            if if_none_match:
+                # https://tools.ietf.org/html/rfc7232#section-3.2
+                # "A recipient MUST use the weak comparison function when comparing
+                # entity-tags for If-None-Match"
+                unmodified = if_none_match.contains_weak(etag)
+
+            # https://tools.ietf.org/html/rfc7232#section-3.1
+            # "Origin server MUST use the strong comparison function when
+            # comparing entity-tags for If-Match"
+            if_match = parse_etags(http_if_match)
+            if if_match:
+                unmodified = not if_match.is_strong(etag)
+
+    return not unmodified
+
+
+def parse_cookie(
+    cookie: t.Union[bytes, str, None] = "",
+    charset: str = "utf-8",
+    errors: str = "replace",
+    cls: t.Optional[t.Type["ds.MultiDict"]] = None,
+) -> "ds.MultiDict[str, str]":
+    """Parse a cookie from a string.
+
+    The same key can be provided multiple times, the values are stored
+    in-order. The default :class:`MultiDict` will have the first value
+    first, and all values can be retrieved with
+    :meth:`MultiDict.getlist`.
+
+    :param cookie: The cookie header as a string.
+    :param charset: The charset for the cookie values.
+    :param errors: The error behavior for the charset decoding.
+    :param cls: A dict-like class to store the parsed cookies in.
+        Defaults to :class:`MultiDict`.
+
+    .. versionadded:: 2.2
+    """
+    # PEP 3333 sends headers through the environ as latin1 decoded
+    # strings. Encode strings back to bytes for parsing.
+    if isinstance(cookie, str):
+        cookie = cookie.encode("latin1", "replace")
+
+    if cls is None:
+        cls = ds.MultiDict
+
+    def _parse_pairs() -> t.Iterator[t.Tuple[str, str]]:
+        for key, val in _cookie_parse_impl(cookie):  # type: ignore
+            key_str = _to_str(key, charset, errors, allow_none_charset=True)
+
+            if not key_str:
+                continue
+
+            val_str = _to_str(val, charset, errors, allow_none_charset=True)
+            yield key_str, val_str
+
+    return cls(_parse_pairs())
+
+
+# circular dependencies
+from .. import datastructures as ds
diff --git a/venv/lib/python3.8/site-packages/werkzeug/sansio/multipart.py b/venv/lib/python3.8/site-packages/werkzeug/sansio/multipart.py
new file mode 100644
index 0000000..d8abeb3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/sansio/multipart.py
@@ -0,0 +1,279 @@
+import re
+from dataclasses import dataclass
+from enum import auto
+from enum import Enum
+from typing import cast
+from typing import List
+from typing import Optional
+from typing import Tuple
+
+from .._internal import _to_bytes
+from .._internal import _to_str
+from ..datastructures import Headers
+from ..exceptions import RequestEntityTooLarge
+from ..http import parse_options_header
+
+
+class Event:
+    pass
+
+
+@dataclass(frozen=True)
+class Preamble(Event):
+    data: bytes
+
+
+@dataclass(frozen=True)
+class Field(Event):
+    name: str
+    headers: Headers
+
+
+@dataclass(frozen=True)
+class File(Event):
+    name: str
+    filename: str
+    headers: Headers
+
+
+@dataclass(frozen=True)
+class Data(Event):
+    data: bytes
+    more_data: bool
+
+
+@dataclass(frozen=True)
+class Epilogue(Event):
+    data: bytes
+
+
+class NeedData(Event):
+    pass
+
+
+NEED_DATA = NeedData()
+
+
+class State(Enum):
+    PREAMBLE = auto()
+    PART = auto()
+    DATA = auto()
+    EPILOGUE = auto()
+    COMPLETE = auto()
+
+
+# Multipart line breaks MUST be CRLF (\r\n) by RFC-7578, except that
+# many implementations break this and either use CR or LF alone.
+LINE_BREAK = b"(?:\r\n|\n|\r)"
+BLANK_LINE_RE = re.compile(b"(?:\r\n\r\n|\r\r|\n\n)", re.MULTILINE)
+LINE_BREAK_RE = re.compile(LINE_BREAK, re.MULTILINE)
+# Header values can be continued via a space or tab after the linebreak, as
+# per RFC2231
+HEADER_CONTINUATION_RE = re.compile(b"%s[ \t]" % LINE_BREAK, re.MULTILINE)
+# This must be long enough to contain any line breaks plus any
+# additional boundary markers (--) such that they will be found in a
+# subsequent search
+SEARCH_EXTRA_LENGTH = 8
+
+
+class MultipartDecoder:
+    """Decodes a multipart message as bytes into Python events.
+
+    The part data is returned as available to allow the caller to save
+    the data from memory to disk, if desired.
+    """
+
+    def __init__(
+        self,
+        boundary: bytes,
+        max_form_memory_size: Optional[int] = None,
+    ) -> None:
+        self.buffer = bytearray()
+        self.complete = False
+        self.max_form_memory_size = max_form_memory_size
+        self.state = State.PREAMBLE
+        self.boundary = boundary
+
+        # Note in the below \h i.e. horizontal whitespace is used
+        # as [^\S\n\r] as \h isn't supported in python.
+
+        # The preamble must end with a boundary where the boundary is
+        # prefixed by a line break, RFC2046. Except that many
+        # implementations including Werkzeug's tests omit the line
+        # break prefix. In addition the first boundary could be the
+        # epilogue boundary (for empty form-data) hence the matching
+        # group to understand if it is an epilogue boundary.
+        self.preamble_re = re.compile(
+            rb"%s?--%s(--[^\S\n\r]*%s?|[^\S\n\r]*%s)"
+            % (LINE_BREAK, re.escape(boundary), LINE_BREAK, LINE_BREAK),
+            re.MULTILINE,
+        )
+        # A boundary must include a line break prefix and suffix, and
+        # may include trailing whitespace. In addition the boundary
+        # could be the epilogue boundary hence the matching group to
+        # understand if it is an epilogue boundary.
+        self.boundary_re = re.compile(
+            rb"%s--%s(--[^\S\n\r]*%s?|[^\S\n\r]*%s)"
+            % (LINE_BREAK, re.escape(boundary), LINE_BREAK, LINE_BREAK),
+            re.MULTILINE,
+        )
+        self._search_position = 0
+
+    def last_newline(self) -> int:
+        try:
+            last_nl = self.buffer.rindex(b"\n")
+        except ValueError:
+            last_nl = len(self.buffer)
+        try:
+            last_cr = self.buffer.rindex(b"\r")
+        except ValueError:
+            last_cr = len(self.buffer)
+
+        return min(last_nl, last_cr)
+
+    def receive_data(self, data: Optional[bytes]) -> None:
+        if data is None:
+            self.complete = True
+        elif (
+            self.max_form_memory_size is not None
+            and len(self.buffer) + len(data) > self.max_form_memory_size
+        ):
+            raise RequestEntityTooLarge()
+        else:
+            self.buffer.extend(data)
+
+    def next_event(self) -> Event:
+        event: Event = NEED_DATA
+
+        if self.state == State.PREAMBLE:
+            match = self.preamble_re.search(self.buffer, self._search_position)
+            if match is not None:
+                if match.group(1).startswith(b"--"):
+                    self.state = State.EPILOGUE
+                else:
+                    self.state = State.PART
+                data = bytes(self.buffer[: match.start()])
+                del self.buffer[: match.end()]
+                event = Preamble(data=data)
+                self._search_position = 0
+            else:
+                # Update the search start position to be equal to the
+                # current buffer length (already searched) minus a
+                # safe buffer for part of the search target.
+                self._search_position = max(
+                    0, len(self.buffer) - len(self.boundary) - SEARCH_EXTRA_LENGTH
+                )
+
+        elif self.state == State.PART:
+            match = BLANK_LINE_RE.search(self.buffer, self._search_position)
+            if match is not None:
+                headers = self._parse_headers(self.buffer[: match.start()])
+                del self.buffer[: match.end()]
+
+                if "content-disposition" not in headers:
+                    raise ValueError("Missing Content-Disposition header")
+
+                disposition, extra = parse_options_header(
+                    headers["content-disposition"]
+                )
+                name = cast(str, extra.get("name"))
+                filename = extra.get("filename")
+                if filename is not None:
+                    event = File(
+                        filename=filename,
+                        headers=headers,
+                        name=name,
+                    )
+                else:
+                    event = Field(
+                        headers=headers,
+                        name=name,
+                    )
+                self.state = State.DATA
+                self._search_position = 0
+            else:
+                # Update the search start position to be equal to the
+                # current buffer length (already searched) minus a
+                # safe buffer for part of the search target.
+                self._search_position = max(0, len(self.buffer) - SEARCH_EXTRA_LENGTH)
+
+        elif self.state == State.DATA:
+            if self.buffer.find(b"--" + self.boundary) == -1:
+                # No complete boundary in the buffer, but there may be
+                # a partial boundary at the end. As the boundary
+                # starts with either a nl or cr find the earliest and
+                # return up to that as data.
+                data_length = del_index = self.last_newline()
+                more_data = True
+            else:
+                match = self.boundary_re.search(self.buffer)
+                if match is not None:
+                    if match.group(1).startswith(b"--"):
+                        self.state = State.EPILOGUE
+                    else:
+                        self.state = State.PART
+                    data_length = match.start()
+                    del_index = match.end()
+                else:
+                    data_length = del_index = self.last_newline()
+                more_data = match is None
+
+            data = bytes(self.buffer[:data_length])
+            del self.buffer[:del_index]
+            if data or not more_data:
+                event = Data(data=data, more_data=more_data)
+
+        elif self.state == State.EPILOGUE and self.complete:
+            event = Epilogue(data=bytes(self.buffer))
+            del self.buffer[:]
+            self.state = State.COMPLETE
+
+        if self.complete and isinstance(event, NeedData):
+            raise ValueError(f"Invalid form-data cannot parse beyond {self.state}")
+
+        return event
+
+    def _parse_headers(self, data: bytes) -> Headers:
+        headers: List[Tuple[str, str]] = []
+        # Merge the continued headers into one line
+        data = HEADER_CONTINUATION_RE.sub(b" ", data)
+        # Now there is one header per line
+        for line in data.splitlines():
+            if line.strip() != b"":
+                name, value = _to_str(line).strip().split(":", 1)
+                headers.append((name.strip(), value.strip()))
+        return Headers(headers)
+
+
+class MultipartEncoder:
+    def __init__(self, boundary: bytes) -> None:
+        self.boundary = boundary
+        self.state = State.PREAMBLE
+
+    def send_event(self, event: Event) -> bytes:
+        if isinstance(event, Preamble) and self.state == State.PREAMBLE:
+            self.state = State.PART
+            return event.data
+        elif isinstance(event, (Field, File)) and self.state in {
+            State.PREAMBLE,
+            State.PART,
+            State.DATA,
+        }:
+            self.state = State.DATA
+            data = b"\r\n--" + self.boundary + b"\r\n"
+            data += b'Content-Disposition: form-data; name="%s"' % _to_bytes(event.name)
+            if isinstance(event, File):
+                data += b'; filename="%s"' % _to_bytes(event.filename)
+            data += b"\r\n"
+            for name, value in cast(Field, event).headers:
+                if name.lower() != "content-disposition":
+                    data += _to_bytes(f"{name}: {value}\r\n")
+            data += b"\r\n"
+            return data
+        elif isinstance(event, Data) and self.state == State.DATA:
+            return event.data
+        elif isinstance(event, Epilogue):
+            self.state = State.COMPLETE
+            return b"\r\n--" + self.boundary + b"--\r\n" + event.data
+        else:
+            raise ValueError(f"Cannot generate {event} in state: {self.state}")
diff --git a/venv/lib/python3.8/site-packages/werkzeug/sansio/request.py b/venv/lib/python3.8/site-packages/werkzeug/sansio/request.py
new file mode 100644
index 0000000..8832baa
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/sansio/request.py
@@ -0,0 +1,547 @@
+import typing as t
+from datetime import datetime
+
+from .._internal import _to_str
+from ..datastructures import Accept
+from ..datastructures import Authorization
+from ..datastructures import CharsetAccept
+from ..datastructures import ETags
+from ..datastructures import Headers
+from ..datastructures import HeaderSet
+from ..datastructures import IfRange
+from ..datastructures import ImmutableList
+from ..datastructures import ImmutableMultiDict
+from ..datastructures import LanguageAccept
+from ..datastructures import MIMEAccept
+from ..datastructures import MultiDict
+from ..datastructures import Range
+from ..datastructures import RequestCacheControl
+from ..http import parse_accept_header
+from ..http import parse_authorization_header
+from ..http import parse_cache_control_header
+from ..http import parse_date
+from ..http import parse_etags
+from ..http import parse_if_range_header
+from ..http import parse_list_header
+from ..http import parse_options_header
+from ..http import parse_range_header
+from ..http import parse_set_header
+from ..urls import url_decode
+from ..user_agent import UserAgent
+from ..utils import cached_property
+from ..utils import header_property
+from .http import parse_cookie
+from .utils import get_current_url
+from .utils import get_host
+
+
+class Request:
+    """Represents the non-IO parts of a HTTP request, including the
+    method, URL info, and headers.
+
+    This class is not meant for general use. It should only be used when
+    implementing WSGI, ASGI, or another HTTP application spec. Werkzeug
+    provides a WSGI implementation at :cls:`werkzeug.wrappers.Request`.
+
+    :param method: The method the request was made with, such as
+        ``GET``.
+    :param scheme: The URL scheme of the protocol the request used, such
+        as ``https`` or ``wss``.
+    :param server: The address of the server. ``(host, port)``,
+        ``(path, None)`` for unix sockets, or ``None`` if not known.
+    :param root_path: The prefix that the application is mounted under.
+        This is prepended to generated URLs, but is not part of route
+        matching.
+    :param path: The path part of the URL after ``root_path``.
+    :param query_string: The part of the URL after the "?".
+    :param headers: The headers received with the request.
+    :param remote_addr: The address of the client sending the request.
+
+    .. versionadded:: 2.0
+    """
+
+    #: The charset used to decode most data in the request.
+    charset = "utf-8"
+
+    #: the error handling procedure for errors, defaults to 'replace'
+    encoding_errors = "replace"
+
+    #: the class to use for `args` and `form`.  The default is an
+    #: :class:`~werkzeug.datastructures.ImmutableMultiDict` which supports
+    #: multiple values per key.  alternatively it makes sense to use an
+    #: :class:`~werkzeug.datastructures.ImmutableOrderedMultiDict` which
+    #: preserves order or a :class:`~werkzeug.datastructures.ImmutableDict`
+    #: which is the fastest but only remembers the last key.  It is also
+    #: possible to use mutable structures, but this is not recommended.
+    #:
+    #: .. versionadded:: 0.6
+    parameter_storage_class: t.Type[MultiDict] = ImmutableMultiDict
+
+    #: The type to be used for dict values from the incoming WSGI
+    #: environment. (For example for :attr:`cookies`.) By default an
+    #: :class:`~werkzeug.datastructures.ImmutableMultiDict` is used.
+    #:
+    #: .. versionchanged:: 1.0.0
+    #:     Changed to ``ImmutableMultiDict`` to support multiple values.
+    #:
+    #: .. versionadded:: 0.6
+    dict_storage_class: t.Type[MultiDict] = ImmutableMultiDict
+
+    #: the type to be used for list values from the incoming WSGI environment.
+    #: By default an :class:`~werkzeug.datastructures.ImmutableList` is used
+    #: (for example for :attr:`access_list`).
+    #:
+    #: .. versionadded:: 0.6
+    list_storage_class: t.Type[t.List] = ImmutableList
+
+    user_agent_class: t.Type[UserAgent] = UserAgent
+    """The class used and returned by the :attr:`user_agent` property to
+    parse the header. Defaults to
+    :class:`~werkzeug.user_agent.UserAgent`, which does no parsing. An
+    extension can provide a subclass that uses a parser to provide other
+    data.
+
+    .. versionadded:: 2.0
+    """
+
+    #: Valid host names when handling requests. By default all hosts are
+    #: trusted, which means that whatever the client says the host is
+    #: will be accepted.
+    #:
+    #: Because ``Host`` and ``X-Forwarded-Host`` headers can be set to
+    #: any value by a malicious client, it is recommended to either set
+    #: this property or implement similar validation in the proxy (if
+    #: the application is being run behind one).
+    #:
+    #: .. versionadded:: 0.9
+    trusted_hosts: t.Optional[t.List[str]] = None
+
+    def __init__(
+        self,
+        method: str,
+        scheme: str,
+        server: t.Optional[t.Tuple[str, t.Optional[int]]],
+        root_path: str,
+        path: str,
+        query_string: bytes,
+        headers: Headers,
+        remote_addr: t.Optional[str],
+    ) -> None:
+        #: The method the request was made with, such as ``GET``.
+        self.method = method.upper()
+        #: The URL scheme of the protocol the request used, such as
+        #: ``https`` or ``wss``.
+        self.scheme = scheme
+        #: The address of the server. ``(host, port)``, ``(path, None)``
+        #: for unix sockets, or ``None`` if not known.
+        self.server = server
+        #: The prefix that the application is mounted under, without a
+        #: trailing slash. :attr:`path` comes after this.
+        self.root_path = root_path.rstrip("/")
+        #: The path part of the URL after :attr:`root_path`. This is the
+        #: path used for routing within the application.
+        self.path = "/" + path.lstrip("/")
+        #: The part of the URL after the "?". This is the raw value, use
+        #: :attr:`args` for the parsed values.
+        self.query_string = query_string
+        #: The headers received with the request.
+        self.headers = headers
+        #: The address of the client sending the request.
+        self.remote_addr = remote_addr
+
+    def __repr__(self) -> str:
+        try:
+            url = self.url
+        except Exception as e:
+            url = f"(invalid URL: {e})"
+
+        return f"<{type(self).__name__} {url!r} [{self.method}]>"
+
+    @property
+    def url_charset(self) -> str:
+        """The charset that is assumed for URLs. Defaults to the value
+        of :attr:`charset`.
+
+        .. versionadded:: 0.6
+        """
+        return self.charset
+
+    @cached_property
+    def args(self) -> "MultiDict[str, str]":
+        """The parsed URL parameters (the part in the URL after the question
+        mark).
+
+        By default an
+        :class:`~werkzeug.datastructures.ImmutableMultiDict`
+        is returned from this function.  This can be changed by setting
+        :attr:`parameter_storage_class` to a different type.  This might
+        be necessary if the order of the form data is important.
+        """
+        return url_decode(
+            self.query_string,
+            self.url_charset,
+            errors=self.encoding_errors,
+            cls=self.parameter_storage_class,
+        )
+
+    @cached_property
+    def access_route(self) -> t.List[str]:
+        """If a forwarded header exists this is a list of all ip addresses
+        from the client ip to the last proxy server.
+        """
+        if "X-Forwarded-For" in self.headers:
+            return self.list_storage_class(
+                parse_list_header(self.headers["X-Forwarded-For"])
+            )
+        elif self.remote_addr is not None:
+            return self.list_storage_class([self.remote_addr])
+        return self.list_storage_class()
+
+    @cached_property
+    def full_path(self) -> str:
+        """Requested path, including the query string."""
+        return f"{self.path}?{_to_str(self.query_string, self.url_charset)}"
+
+    @property
+    def is_secure(self) -> bool:
+        """``True`` if the request was made with a secure protocol
+        (HTTPS or WSS).
+        """
+        return self.scheme in {"https", "wss"}
+
+    @cached_property
+    def url(self) -> str:
+        """The full request URL with the scheme, host, root path, path,
+        and query string."""
+        return get_current_url(
+            self.scheme, self.host, self.root_path, self.path, self.query_string
+        )
+
+    @cached_property
+    def base_url(self) -> str:
+        """Like :attr:`url` but without the query string."""
+        return get_current_url(self.scheme, self.host, self.root_path, self.path)
+
+    @cached_property
+    def root_url(self) -> str:
+        """The request URL scheme, host, and root path. This is the root
+        that the application is accessed from.
+        """
+        return get_current_url(self.scheme, self.host, self.root_path)
+
+    @cached_property
+    def host_url(self) -> str:
+        """The request URL scheme and host only."""
+        return get_current_url(self.scheme, self.host)
+
+    @cached_property
+    def host(self) -> str:
+        """The host name the request was made to, including the port if
+        it's non-standard. Validated with :attr:`trusted_hosts`.
+        """
+        return get_host(
+            self.scheme, self.headers.get("host"), self.server, self.trusted_hosts
+        )
+
+    @cached_property
+    def cookies(self) -> "ImmutableMultiDict[str, str]":
+        """A :class:`dict` with the contents of all cookies transmitted with
+        the request."""
+        wsgi_combined_cookie = ";".join(self.headers.getlist("Cookie"))
+        return parse_cookie(  # type: ignore
+            wsgi_combined_cookie,
+            self.charset,
+            self.encoding_errors,
+            cls=self.dict_storage_class,
+        )
+
+    # Common Descriptors
+
+    content_type = header_property[str](
+        "Content-Type",
+        doc="""The Content-Type entity-header field indicates the media
+        type of the entity-body sent to the recipient or, in the case of
+        the HEAD method, the media type that would have been sent had
+        the request been a GET.""",
+        read_only=True,
+    )
+
+    @cached_property
+    def content_length(self) -> t.Optional[int]:
+        """The Content-Length entity-header field indicates the size of the
+        entity-body in bytes or, in the case of the HEAD method, the size of
+        the entity-body that would have been sent had the request been a
+        GET.
+        """
+        if self.headers.get("Transfer-Encoding", "") == "chunked":
+            return None
+
+        content_length = self.headers.get("Content-Length")
+        if content_length is not None:
+            try:
+                return max(0, int(content_length))
+            except (ValueError, TypeError):
+                pass
+
+        return None
+
+    content_encoding = header_property[str](
+        "Content-Encoding",
+        doc="""The Content-Encoding entity-header field is used as a
+        modifier to the media-type. When present, its value indicates
+        what additional content codings have been applied to the
+        entity-body, and thus what decoding mechanisms must be applied
+        in order to obtain the media-type referenced by the Content-Type
+        header field.
+
+        .. versionadded:: 0.9""",
+        read_only=True,
+    )
+    content_md5 = header_property[str](
+        "Content-MD5",
+        doc="""The Content-MD5 entity-header field, as defined in
+        RFC 1864, is an MD5 digest of the entity-body for the purpose of
+        providing an end-to-end message integrity check (MIC) of the
+        entity-body. (Note: a MIC is good for detecting accidental
+        modification of the entity-body in transit, but is not proof
+        against malicious attacks.)
+
+        .. versionadded:: 0.9""",
+        read_only=True,
+    )
+    referrer = header_property[str](
+        "Referer",
+        doc="""The Referer[sic] request-header field allows the client
+        to specify, for the server's benefit, the address (URI) of the
+        resource from which the Request-URI was obtained (the
+        "referrer", although the header field is misspelled).""",
+        read_only=True,
+    )
+    date = header_property(
+        "Date",
+        None,
+        parse_date,
+        doc="""The Date general-header field represents the date and
+        time at which the message was originated, having the same
+        semantics as orig-date in RFC 822.
+
+        .. versionchanged:: 2.0
+            The datetime object is timezone-aware.
+        """,
+        read_only=True,
+    )
+    max_forwards = header_property(
+        "Max-Forwards",
+        None,
+        int,
+        doc="""The Max-Forwards request-header field provides a
+        mechanism with the TRACE and OPTIONS methods to limit the number
+        of proxies or gateways that can forward the request to the next
+        inbound server.""",
+        read_only=True,
+    )
+
+    def _parse_content_type(self) -> None:
+        if not hasattr(self, "_parsed_content_type"):
+            self._parsed_content_type = parse_options_header(
+                self.headers.get("Content-Type", "")
+            )
+
+    @property
+    def mimetype(self) -> str:
+        """Like :attr:`content_type`, but without parameters (eg, without
+        charset, type etc.) and always lowercase.  For example if the content
+        type is ``text/HTML; charset=utf-8`` the mimetype would be
+        ``'text/html'``.
+        """
+        self._parse_content_type()
+        return self._parsed_content_type[0].lower()
+
+    @property
+    def mimetype_params(self) -> t.Dict[str, str]:
+        """The mimetype parameters as dict.  For example if the content
+        type is ``text/html; charset=utf-8`` the params would be
+        ``{'charset': 'utf-8'}``.
+        """
+        self._parse_content_type()
+        return self._parsed_content_type[1]
+
+    @cached_property
+    def pragma(self) -> HeaderSet:
+        """The Pragma general-header field is used to include
+        implementation-specific directives that might apply to any recipient
+        along the request/response chain.  All pragma directives specify
+        optional behavior from the viewpoint of the protocol; however, some
+        systems MAY require that behavior be consistent with the directives.
+        """
+        return parse_set_header(self.headers.get("Pragma", ""))
+
+    # Accept
+
+    @cached_property
+    def accept_mimetypes(self) -> MIMEAccept:
+        """List of mimetypes this client supports as
+        :class:`~werkzeug.datastructures.MIMEAccept` object.
+        """
+        return parse_accept_header(self.headers.get("Accept"), MIMEAccept)
+
+    @cached_property
+    def accept_charsets(self) -> CharsetAccept:
+        """List of charsets this client supports as
+        :class:`~werkzeug.datastructures.CharsetAccept` object.
+        """
+        return parse_accept_header(self.headers.get("Accept-Charset"), CharsetAccept)
+
+    @cached_property
+    def accept_encodings(self) -> Accept:
+        """List of encodings this client accepts.  Encodings in a HTTP term
+        are compression encodings such as gzip.  For charsets have a look at
+        :attr:`accept_charset`.
+        """
+        return parse_accept_header(self.headers.get("Accept-Encoding"))
+
+    @cached_property
+    def accept_languages(self) -> LanguageAccept:
+        """List of languages this client accepts as
+        :class:`~werkzeug.datastructures.LanguageAccept` object.
+
+        .. versionchanged 0.5
+           In previous versions this was a regular
+           :class:`~werkzeug.datastructures.Accept` object.
+        """
+        return parse_accept_header(self.headers.get("Accept-Language"), LanguageAccept)
+
+    # ETag
+
+    @cached_property
+    def cache_control(self) -> RequestCacheControl:
+        """A :class:`~werkzeug.datastructures.RequestCacheControl` object
+        for the incoming cache control headers.
+        """
+        cache_control = self.headers.get("Cache-Control")
+        return parse_cache_control_header(cache_control, None, RequestCacheControl)
+
+    @cached_property
+    def if_match(self) -> ETags:
+        """An object containing all the etags in the `If-Match` header.
+
+        :rtype: :class:`~werkzeug.datastructures.ETags`
+        """
+        return parse_etags(self.headers.get("If-Match"))
+
+    @cached_property
+    def if_none_match(self) -> ETags:
+        """An object containing all the etags in the `If-None-Match` header.
+
+        :rtype: :class:`~werkzeug.datastructures.ETags`
+        """
+        return parse_etags(self.headers.get("If-None-Match"))
+
+    @cached_property
+    def if_modified_since(self) -> t.Optional[datetime]:
+        """The parsed `If-Modified-Since` header as a datetime object.
+
+        .. versionchanged:: 2.0
+            The datetime object is timezone-aware.
+        """
+        return parse_date(self.headers.get("If-Modified-Since"))
+
+    @cached_property
+    def if_unmodified_since(self) -> t.Optional[datetime]:
+        """The parsed `If-Unmodified-Since` header as a datetime object.
+
+        .. versionchanged:: 2.0
+            The datetime object is timezone-aware.
+        """
+        return parse_date(self.headers.get("If-Unmodified-Since"))
+
+    @cached_property
+    def if_range(self) -> IfRange:
+        """The parsed ``If-Range`` header.
+
+        .. versionchanged:: 2.0
+            ``IfRange.date`` is timezone-aware.
+
+        .. versionadded:: 0.7
+        """
+        return parse_if_range_header(self.headers.get("If-Range"))
+
+    @cached_property
+    def range(self) -> t.Optional[Range]:
+        """The parsed `Range` header.
+
+        .. versionadded:: 0.7
+
+        :rtype: :class:`~werkzeug.datastructures.Range`
+        """
+        return parse_range_header(self.headers.get("Range"))
+
+    # User Agent
+
+    @cached_property
+    def user_agent(self) -> UserAgent:
+        """The user agent. Use ``user_agent.string`` to get the header
+        value. Set :attr:`user_agent_class` to a subclass of
+        :class:`~werkzeug.user_agent.UserAgent` to provide parsing for
+        the other properties or other extended data.
+
+        .. versionchanged:: 2.0
+            The built in parser is deprecated and will be removed in
+            Werkzeug 2.1. A ``UserAgent`` subclass must be set to parse
+            data from the string.
+        """
+        return self.user_agent_class(self.headers.get("User-Agent", ""))
+
+    # Authorization
+
+    @cached_property
+    def authorization(self) -> t.Optional[Authorization]:
+        """The `Authorization` object in parsed form."""
+        return parse_authorization_header(self.headers.get("Authorization"))
+
+    # CORS
+
+    origin = header_property[str](
+        "Origin",
+        doc=(
+            "The host that the request originated from. Set"
+            " :attr:`~CORSResponseMixin.access_control_allow_origin` on"
+            " the response to indicate which origins are allowed."
+        ),
+        read_only=True,
+    )
+
+    access_control_request_headers = header_property(
+        "Access-Control-Request-Headers",
+        load_func=parse_set_header,
+        doc=(
+            "Sent with a preflight request to indicate which headers"
+            " will be sent with the cross origin request. Set"
+            " :attr:`~CORSResponseMixin.access_control_allow_headers`"
+            " on the response to indicate which headers are allowed."
+        ),
+        read_only=True,
+    )
+
+    access_control_request_method = header_property[str](
+        "Access-Control-Request-Method",
+        doc=(
+            "Sent with a preflight request to indicate which method"
+            " will be used for the cross origin request. Set"
+            " :attr:`~CORSResponseMixin.access_control_allow_methods`"
+            " on the response to indicate which methods are allowed."
+        ),
+        read_only=True,
+    )
+
+    @property
+    def is_json(self) -> bool:
+        """Check if the mimetype indicates JSON data, either
+        :mimetype:`application/json` or :mimetype:`application/*+json`.
+        """
+        mt = self.mimetype
+        return (
+            mt == "application/json"
+            or mt.startswith("application/")
+            and mt.endswith("+json")
+        )
diff --git a/venv/lib/python3.8/site-packages/werkzeug/sansio/response.py b/venv/lib/python3.8/site-packages/werkzeug/sansio/response.py
new file mode 100644
index 0000000..de0bec2
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/sansio/response.py
@@ -0,0 +1,704 @@
+import typing as t
+from datetime import datetime
+from datetime import timedelta
+from datetime import timezone
+from http import HTTPStatus
+
+from .._internal import _to_str
+from ..datastructures import Headers
+from ..datastructures import HeaderSet
+from ..http import dump_cookie
+from ..http import HTTP_STATUS_CODES
+from ..utils import get_content_type
+from werkzeug.datastructures import CallbackDict
+from werkzeug.datastructures import ContentRange
+from werkzeug.datastructures import ContentSecurityPolicy
+from werkzeug.datastructures import ResponseCacheControl
+from werkzeug.datastructures import WWWAuthenticate
+from werkzeug.http import COEP
+from werkzeug.http import COOP
+from werkzeug.http import dump_age
+from werkzeug.http import dump_header
+from werkzeug.http import dump_options_header
+from werkzeug.http import http_date
+from werkzeug.http import parse_age
+from werkzeug.http import parse_cache_control_header
+from werkzeug.http import parse_content_range_header
+from werkzeug.http import parse_csp_header
+from werkzeug.http import parse_date
+from werkzeug.http import parse_options_header
+from werkzeug.http import parse_set_header
+from werkzeug.http import parse_www_authenticate_header
+from werkzeug.http import quote_etag
+from werkzeug.http import unquote_etag
+from werkzeug.utils import header_property
+
+
+def _set_property(name: str, doc: t.Optional[str] = None) -> property:
+    def fget(self: "Response") -> HeaderSet:
+        def on_update(header_set: HeaderSet) -> None:
+            if not header_set and name in self.headers:
+                del self.headers[name]
+            elif header_set:
+                self.headers[name] = header_set.to_header()
+
+        return parse_set_header(self.headers.get(name), on_update)
+
+    def fset(
+        self: "Response",
+        value: t.Optional[
+            t.Union[str, t.Dict[str, t.Union[str, int]], t.Iterable[str]]
+        ],
+    ) -> None:
+        if not value:
+            del self.headers[name]
+        elif isinstance(value, str):
+            self.headers[name] = value
+        else:
+            self.headers[name] = dump_header(value)
+
+    return property(fget, fset, doc=doc)
+
+
+class Response:
+    """Represents the non-IO parts of an HTTP response, specifically the
+    status and headers but not the body.
+
+    This class is not meant for general use. It should only be used when
+    implementing WSGI, ASGI, or another HTTP application spec. Werkzeug
+    provides a WSGI implementation at :cls:`werkzeug.wrappers.Response`.
+
+    :param status: The status code for the response. Either an int, in
+        which case the default status message is added, or a string in
+        the form ``{code} {message}``, like ``404 Not Found``. Defaults
+        to 200.
+    :param headers: A :class:`~werkzeug.datastructures.Headers` object,
+        or a list of ``(key, value)`` tuples that will be converted to a
+        ``Headers`` object.
+    :param mimetype: The mime type (content type without charset or
+        other parameters) of the response. If the value starts with
+        ``text/`` (or matches some other special cases), the charset
+        will be added to create the ``content_type``.
+    :param content_type: The full content type of the response.
+        Overrides building the value from ``mimetype``.
+
+    .. versionadded:: 2.0
+    """
+
+    #: the charset of the response.
+    charset = "utf-8"
+
+    #: the default status if none is provided.
+    default_status = 200
+
+    #: the default mimetype if none is provided.
+    default_mimetype: t.Optional[str] = "text/plain"
+
+    #: Warn if a cookie header exceeds this size. The default, 4093, should be
+    #: safely `supported by most browsers <cookie_>`_. A cookie larger than
+    #: this size will still be sent, but it may be ignored or handled
+    #: incorrectly by some browsers. Set to 0 to disable this check.
+    #:
+    #: .. versionadded:: 0.13
+    #:
+    #: .. _`cookie`: http://browsercookielimits.squawky.net/
+    max_cookie_size = 4093
+
+    # A :class:`Headers` object representing the response headers.
+    headers: Headers
+
+    def __init__(
+        self,
+        status: t.Optional[t.Union[int, str, HTTPStatus]] = None,
+        headers: t.Optional[
+            t.Union[
+                t.Mapping[str, t.Union[str, int, t.Iterable[t.Union[str, int]]]],
+                t.Iterable[t.Tuple[str, t.Union[str, int]]],
+            ]
+        ] = None,
+        mimetype: t.Optional[str] = None,
+        content_type: t.Optional[str] = None,
+    ) -> None:
+        if isinstance(headers, Headers):
+            self.headers = headers
+        elif not headers:
+            self.headers = Headers()
+        else:
+            self.headers = Headers(headers)
+
+        if content_type is None:
+            if mimetype is None and "content-type" not in self.headers:
+                mimetype = self.default_mimetype
+            if mimetype is not None:
+                mimetype = get_content_type(mimetype, self.charset)
+            content_type = mimetype
+        if content_type is not None:
+            self.headers["Content-Type"] = content_type
+        if status is None:
+            status = self.default_status
+        self.status = status  # type: ignore
+
+    def __repr__(self) -> str:
+        return f"<{type(self).__name__} [{self.status}]>"
+
+    @property
+    def status_code(self) -> int:
+        """The HTTP status code as a number."""
+        return self._status_code
+
+    @status_code.setter
+    def status_code(self, code: int) -> None:
+        self.status = code  # type: ignore
+
+    @property
+    def status(self) -> str:
+        """The HTTP status code as a string."""
+        return self._status
+
+    @status.setter
+    def status(self, value: t.Union[str, int, HTTPStatus]) -> None:
+        if not isinstance(value, (str, bytes, int, HTTPStatus)):
+            raise TypeError("Invalid status argument")
+
+        self._status, self._status_code = self._clean_status(value)
+
+    def _clean_status(self, value: t.Union[str, int, HTTPStatus]) -> t.Tuple[str, int]:
+        if isinstance(value, HTTPStatus):
+            value = int(value)
+        status = _to_str(value, self.charset)
+        split_status = status.split(None, 1)
+
+        if len(split_status) == 0:
+            raise ValueError("Empty status argument")
+
+        try:
+            status_code = int(split_status[0])
+        except ValueError:
+            # only message
+            return f"0 {status}", 0
+
+        if len(split_status) > 1:
+            # code and message
+            return status, status_code
+
+        # only code, look up message
+        try:
+            status = f"{status_code} {HTTP_STATUS_CODES[status_code].upper()}"
+        except KeyError:
+            status = f"{status_code} UNKNOWN"
+
+        return status, status_code
+
+    def set_cookie(
+        self,
+        key: str,
+        value: str = "",
+        max_age: t.Optional[t.Union[timedelta, int]] = None,
+        expires: t.Optional[t.Union[str, datetime, int, float]] = None,
+        path: t.Optional[str] = "/",
+        domain: t.Optional[str] = None,
+        secure: bool = False,
+        httponly: bool = False,
+        samesite: t.Optional[str] = None,
+    ) -> None:
+        """Sets a cookie.
+
+        A warning is raised if the size of the cookie header exceeds
+        :attr:`max_cookie_size`, but the header will still be set.
+
+        :param key: the key (name) of the cookie to be set.
+        :param value: the value of the cookie.
+        :param max_age: should be a number of seconds, or `None` (default) if
+                        the cookie should last only as long as the client's
+                        browser session.
+        :param expires: should be a `datetime` object or UNIX timestamp.
+        :param path: limits the cookie to a given path, per default it will
+                     span the whole domain.
+        :param domain: if you want to set a cross-domain cookie.  For example,
+                       ``domain=".example.com"`` will set a cookie that is
+                       readable by the domain ``www.example.com``,
+                       ``foo.example.com`` etc.  Otherwise, a cookie will only
+                       be readable by the domain that set it.
+        :param secure: If ``True``, the cookie will only be available
+            via HTTPS.
+        :param httponly: Disallow JavaScript access to the cookie.
+        :param samesite: Limit the scope of the cookie to only be
+            attached to requests that are "same-site".
+        """
+        self.headers.add(
+            "Set-Cookie",
+            dump_cookie(
+                key,
+                value=value,
+                max_age=max_age,
+                expires=expires,
+                path=path,
+                domain=domain,
+                secure=secure,
+                httponly=httponly,
+                charset=self.charset,
+                max_size=self.max_cookie_size,
+                samesite=samesite,
+            ),
+        )
+
+    def delete_cookie(
+        self,
+        key: str,
+        path: str = "/",
+        domain: t.Optional[str] = None,
+        secure: bool = False,
+        httponly: bool = False,
+        samesite: t.Optional[str] = None,
+    ) -> None:
+        """Delete a cookie.  Fails silently if key doesn't exist.
+
+        :param key: the key (name) of the cookie to be deleted.
+        :param path: if the cookie that should be deleted was limited to a
+                     path, the path has to be defined here.
+        :param domain: if the cookie that should be deleted was limited to a
+                       domain, that domain has to be defined here.
+        :param secure: If ``True``, the cookie will only be available
+            via HTTPS.
+        :param httponly: Disallow JavaScript access to the cookie.
+        :param samesite: Limit the scope of the cookie to only be
+            attached to requests that are "same-site".
+        """
+        self.set_cookie(
+            key,
+            expires=0,
+            max_age=0,
+            path=path,
+            domain=domain,
+            secure=secure,
+            httponly=httponly,
+            samesite=samesite,
+        )
+
+    @property
+    def is_json(self) -> bool:
+        """Check if the mimetype indicates JSON data, either
+        :mimetype:`application/json` or :mimetype:`application/*+json`.
+        """
+        mt = self.mimetype
+        return mt is not None and (
+            mt == "application/json"
+            or mt.startswith("application/")
+            and mt.endswith("+json")
+        )
+
+    # Common Descriptors
+
+    @property
+    def mimetype(self) -> t.Optional[str]:
+        """The mimetype (content type without charset etc.)"""
+        ct = self.headers.get("content-type")
+
+        if ct:
+            return ct.split(";")[0].strip()
+        else:
+            return None
+
+    @mimetype.setter
+    def mimetype(self, value: str) -> None:
+        self.headers["Content-Type"] = get_content_type(value, self.charset)
+
+    @property
+    def mimetype_params(self) -> t.Dict[str, str]:
+        """The mimetype parameters as dict. For example if the
+        content type is ``text/html; charset=utf-8`` the params would be
+        ``{'charset': 'utf-8'}``.
+
+        .. versionadded:: 0.5
+        """
+
+        def on_update(d: CallbackDict) -> None:
+            self.headers["Content-Type"] = dump_options_header(self.mimetype, d)
+
+        d = parse_options_header(self.headers.get("content-type", ""))[1]
+        return CallbackDict(d, on_update)
+
+    location = header_property[str](
+        "Location",
+        doc="""The Location response-header field is used to redirect
+        the recipient to a location other than the Request-URI for
+        completion of the request or identification of a new
+        resource.""",
+    )
+    age = header_property(
+        "Age",
+        None,
+        parse_age,
+        dump_age,  # type: ignore
+        doc="""The Age response-header field conveys the sender's
+        estimate of the amount of time since the response (or its
+        revalidation) was generated at the origin server.
+
+        Age values are non-negative decimal integers, representing time
+        in seconds.""",
+    )
+    content_type = header_property[str](
+        "Content-Type",
+        doc="""The Content-Type entity-header field indicates the media
+        type of the entity-body sent to the recipient or, in the case of
+        the HEAD method, the media type that would have been sent had
+        the request been a GET.""",
+    )
+    content_length = header_property(
+        "Content-Length",
+        None,
+        int,
+        str,
+        doc="""The Content-Length entity-header field indicates the size
+        of the entity-body, in decimal number of OCTETs, sent to the
+        recipient or, in the case of the HEAD method, the size of the
+        entity-body that would have been sent had the request been a
+        GET.""",
+    )
+    content_location = header_property[str](
+        "Content-Location",
+        doc="""The Content-Location entity-header field MAY be used to
+        supply the resource location for the entity enclosed in the
+        message when that entity is accessible from a location separate
+        from the requested resource's URI.""",
+    )
+    content_encoding = header_property[str](
+        "Content-Encoding",
+        doc="""The Content-Encoding entity-header field is used as a
+        modifier to the media-type. When present, its value indicates
+        what additional content codings have been applied to the
+        entity-body, and thus what decoding mechanisms must be applied
+        in order to obtain the media-type referenced by the Content-Type
+        header field.""",
+    )
+    content_md5 = header_property[str](
+        "Content-MD5",
+        doc="""The Content-MD5 entity-header field, as defined in
+        RFC 1864, is an MD5 digest of the entity-body for the purpose of
+        providing an end-to-end message integrity check (MIC) of the
+        entity-body. (Note: a MIC is good for detecting accidental
+        modification of the entity-body in transit, but is not proof
+        against malicious attacks.)""",
+    )
+    date = header_property(
+        "Date",
+        None,
+        parse_date,
+        http_date,
+        doc="""The Date general-header field represents the date and
+        time at which the message was originated, having the same
+        semantics as orig-date in RFC 822.
+
+        .. versionchanged:: 2.0
+            The datetime object is timezone-aware.
+        """,
+    )
+    expires = header_property(
+        "Expires",
+        None,
+        parse_date,
+        http_date,
+        doc="""The Expires entity-header field gives the date/time after
+        which the response is considered stale. A stale cache entry may
+        not normally be returned by a cache.
+
+        .. versionchanged:: 2.0
+            The datetime object is timezone-aware.
+        """,
+    )
+    last_modified = header_property(
+        "Last-Modified",
+        None,
+        parse_date,
+        http_date,
+        doc="""The Last-Modified entity-header field indicates the date
+        and time at which the origin server believes the variant was
+        last modified.
+
+        .. versionchanged:: 2.0
+            The datetime object is timezone-aware.
+        """,
+    )
+
+    @property
+    def retry_after(self) -> t.Optional[datetime]:
+        """The Retry-After response-header field can be used with a
+        503 (Service Unavailable) response to indicate how long the
+        service is expected to be unavailable to the requesting client.
+
+        Time in seconds until expiration or date.
+
+        .. versionchanged:: 2.0
+            The datetime object is timezone-aware.
+        """
+        value = self.headers.get("retry-after")
+        if value is None:
+            return None
+
+        try:
+            seconds = int(value)
+        except ValueError:
+            return parse_date(value)
+
+        return datetime.now(timezone.utc) + timedelta(seconds=seconds)
+
+    @retry_after.setter
+    def retry_after(self, value: t.Optional[t.Union[datetime, int, str]]) -> None:
+        if value is None:
+            if "retry-after" in self.headers:
+                del self.headers["retry-after"]
+            return
+        elif isinstance(value, datetime):
+            value = http_date(value)
+        else:
+            value = str(value)
+        self.headers["Retry-After"] = value
+
+    vary = _set_property(
+        "Vary",
+        doc="""The Vary field value indicates the set of request-header
+        fields that fully determines, while the response is fresh,
+        whether a cache is permitted to use the response to reply to a
+        subsequent request without revalidation.""",
+    )
+    content_language = _set_property(
+        "Content-Language",
+        doc="""The Content-Language entity-header field describes the
+        natural language(s) of the intended audience for the enclosed
+        entity. Note that this might not be equivalent to all the
+        languages used within the entity-body.""",
+    )
+    allow = _set_property(
+        "Allow",
+        doc="""The Allow entity-header field lists the set of methods
+        supported by the resource identified by the Request-URI. The
+        purpose of this field is strictly to inform the recipient of
+        valid methods associated with the resource. An Allow header
+        field MUST be present in a 405 (Method Not Allowed)
+        response.""",
+    )
+
+    # ETag
+
+    @property
+    def cache_control(self) -> ResponseCacheControl:
+        """The Cache-Control general-header field is used to specify
+        directives that MUST be obeyed by all caching mechanisms along the
+        request/response chain.
+        """
+
+        def on_update(cache_control: ResponseCacheControl) -> None:
+            if not cache_control and "cache-control" in self.headers:
+                del self.headers["cache-control"]
+            elif cache_control:
+                self.headers["Cache-Control"] = cache_control.to_header()
+
+        return parse_cache_control_header(
+            self.headers.get("cache-control"), on_update, ResponseCacheControl
+        )
+
+    def set_etag(self, etag: str, weak: bool = False) -> None:
+        """Set the etag, and override the old one if there was one."""
+        self.headers["ETag"] = quote_etag(etag, weak)
+
+    def get_etag(self) -> t.Union[t.Tuple[str, bool], t.Tuple[None, None]]:
+        """Return a tuple in the form ``(etag, is_weak)``.  If there is no
+        ETag the return value is ``(None, None)``.
+        """
+        return unquote_etag(self.headers.get("ETag"))
+
+    accept_ranges = header_property[str](
+        "Accept-Ranges",
+        doc="""The `Accept-Ranges` header. Even though the name would
+        indicate that multiple values are supported, it must be one
+        string token only.
+
+        The values ``'bytes'`` and ``'none'`` are common.
+
+        .. versionadded:: 0.7""",
+    )
+
+    @property
+    def content_range(self) -> ContentRange:
+        """The ``Content-Range`` header as a
+        :class:`~werkzeug.datastructures.ContentRange` object. Available
+        even if the header is not set.
+
+        .. versionadded:: 0.7
+        """
+
+        def on_update(rng: ContentRange) -> None:
+            if not rng:
+                del self.headers["content-range"]
+            else:
+                self.headers["Content-Range"] = rng.to_header()
+
+        rv = parse_content_range_header(self.headers.get("content-range"), on_update)
+        # always provide a content range object to make the descriptor
+        # more user friendly.  It provides an unset() method that can be
+        # used to remove the header quickly.
+        if rv is None:
+            rv = ContentRange(None, None, None, on_update=on_update)
+        return rv
+
+    @content_range.setter
+    def content_range(self, value: t.Optional[t.Union[ContentRange, str]]) -> None:
+        if not value:
+            del self.headers["content-range"]
+        elif isinstance(value, str):
+            self.headers["Content-Range"] = value
+        else:
+            self.headers["Content-Range"] = value.to_header()
+
+    # Authorization
+
+    @property
+    def www_authenticate(self) -> WWWAuthenticate:
+        """The ``WWW-Authenticate`` header in a parsed form."""
+
+        def on_update(www_auth: WWWAuthenticate) -> None:
+            if not www_auth and "www-authenticate" in self.headers:
+                del self.headers["www-authenticate"]
+            elif www_auth:
+                self.headers["WWW-Authenticate"] = www_auth.to_header()
+
+        header = self.headers.get("www-authenticate")
+        return parse_www_authenticate_header(header, on_update)
+
+    # CSP
+
+    @property
+    def content_security_policy(self) -> ContentSecurityPolicy:
+        """The ``Content-Security-Policy`` header as a
+        :class:`~werkzeug.datastructures.ContentSecurityPolicy` object. Available
+        even if the header is not set.
+
+        The Content-Security-Policy header adds an additional layer of
+        security to help detect and mitigate certain types of attacks.
+        """
+
+        def on_update(csp: ContentSecurityPolicy) -> None:
+            if not csp:
+                del self.headers["content-security-policy"]
+            else:
+                self.headers["Content-Security-Policy"] = csp.to_header()
+
+        rv = parse_csp_header(self.headers.get("content-security-policy"), on_update)
+        if rv is None:
+            rv = ContentSecurityPolicy(None, on_update=on_update)
+        return rv
+
+    @content_security_policy.setter
+    def content_security_policy(
+        self, value: t.Optional[t.Union[ContentSecurityPolicy, str]]
+    ) -> None:
+        if not value:
+            del self.headers["content-security-policy"]
+        elif isinstance(value, str):
+            self.headers["Content-Security-Policy"] = value
+        else:
+            self.headers["Content-Security-Policy"] = value.to_header()
+
+    @property
+    def content_security_policy_report_only(self) -> ContentSecurityPolicy:
+        """The ``Content-Security-policy-report-only`` header as a
+        :class:`~werkzeug.datastructures.ContentSecurityPolicy` object. Available
+        even if the header is not set.
+
+        The Content-Security-Policy-Report-Only header adds a csp policy
+        that is not enforced but is reported thereby helping detect
+        certain types of attacks.
+        """
+
+        def on_update(csp: ContentSecurityPolicy) -> None:
+            if not csp:
+                del self.headers["content-security-policy-report-only"]
+            else:
+                self.headers["Content-Security-policy-report-only"] = csp.to_header()
+
+        rv = parse_csp_header(
+            self.headers.get("content-security-policy-report-only"), on_update
+        )
+        if rv is None:
+            rv = ContentSecurityPolicy(None, on_update=on_update)
+        return rv
+
+    @content_security_policy_report_only.setter
+    def content_security_policy_report_only(
+        self, value: t.Optional[t.Union[ContentSecurityPolicy, str]]
+    ) -> None:
+        if not value:
+            del self.headers["content-security-policy-report-only"]
+        elif isinstance(value, str):
+            self.headers["Content-Security-policy-report-only"] = value
+        else:
+            self.headers["Content-Security-policy-report-only"] = value.to_header()
+
+    # CORS
+
+    @property
+    def access_control_allow_credentials(self) -> bool:
+        """Whether credentials can be shared by the browser to
+        JavaScript code. As part of the preflight request it indicates
+        whether credentials can be used on the cross origin request.
+        """
+        return "Access-Control-Allow-Credentials" in self.headers
+
+    @access_control_allow_credentials.setter
+    def access_control_allow_credentials(self, value: t.Optional[bool]) -> None:
+        if value is True:
+            self.headers["Access-Control-Allow-Credentials"] = "true"
+        else:
+            self.headers.pop("Access-Control-Allow-Credentials", None)
+
+    access_control_allow_headers = header_property(
+        "Access-Control-Allow-Headers",
+        load_func=parse_set_header,
+        dump_func=dump_header,
+        doc="Which headers can be sent with the cross origin request.",
+    )
+
+    access_control_allow_methods = header_property(
+        "Access-Control-Allow-Methods",
+        load_func=parse_set_header,
+        dump_func=dump_header,
+        doc="Which methods can be used for the cross origin request.",
+    )
+
+    access_control_allow_origin = header_property[str](
+        "Access-Control-Allow-Origin",
+        doc="The origin or '*' for any origin that may make cross origin requests.",
+    )
+
+    access_control_expose_headers = header_property(
+        "Access-Control-Expose-Headers",
+        load_func=parse_set_header,
+        dump_func=dump_header,
+        doc="Which headers can be shared by the browser to JavaScript code.",
+    )
+
+    access_control_max_age = header_property(
+        "Access-Control-Max-Age",
+        load_func=int,
+        dump_func=str,
+        doc="The maximum age in seconds the access control settings can be cached for.",
+    )
+
+    cross_origin_opener_policy = header_property[COOP](
+        "Cross-Origin-Opener-Policy",
+        load_func=lambda value: COOP(value),
+        dump_func=lambda value: value.value,
+        default=COOP.UNSAFE_NONE,
+        doc="""Allows control over sharing of browsing context group with cross-origin
+        documents. Values must be a member of the :class:`werkzeug.http.COOP` enum.""",
+    )
+
+    cross_origin_embedder_policy = header_property[COEP](
+        "Cross-Origin-Embedder-Policy",
+        load_func=lambda value: COEP(value),
+        dump_func=lambda value: value.value,
+        default=COEP.UNSAFE_NONE,
+        doc="""Prevents a document from loading any cross-origin resources that do not
+        explicitly grant the document permission. Values must be a member of the
+        :class:`werkzeug.http.COEP` enum.""",
+    )
diff --git a/venv/lib/python3.8/site-packages/werkzeug/sansio/utils.py b/venv/lib/python3.8/site-packages/werkzeug/sansio/utils.py
new file mode 100644
index 0000000..e639dcb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/sansio/utils.py
@@ -0,0 +1,165 @@
+import typing as t
+
+from .._internal import _encode_idna
+from ..exceptions import SecurityError
+from ..urls import uri_to_iri
+from ..urls import url_quote
+
+
+def host_is_trusted(hostname: str, trusted_list: t.Iterable[str]) -> bool:
+    """Check if a host matches a list of trusted names.
+
+    :param hostname: The name to check.
+    :param trusted_list: A list of valid names to match. If a name
+        starts with a dot it will match all subdomains.
+
+    .. versionadded:: 0.9
+    """
+    if not hostname:
+        return False
+
+    if isinstance(trusted_list, str):
+        trusted_list = [trusted_list]
+
+    def _normalize(hostname: str) -> bytes:
+        if ":" in hostname:
+            hostname = hostname.rsplit(":", 1)[0]
+
+        return _encode_idna(hostname)
+
+    try:
+        hostname_bytes = _normalize(hostname)
+    except UnicodeError:
+        return False
+
+    for ref in trusted_list:
+        if ref.startswith("."):
+            ref = ref[1:]
+            suffix_match = True
+        else:
+            suffix_match = False
+
+        try:
+            ref_bytes = _normalize(ref)
+        except UnicodeError:
+            return False
+
+        if ref_bytes == hostname_bytes:
+            return True
+
+        if suffix_match and hostname_bytes.endswith(b"." + ref_bytes):
+            return True
+
+    return False
+
+
+def get_host(
+    scheme: str,
+    host_header: t.Optional[str],
+    server: t.Optional[t.Tuple[str, t.Optional[int]]] = None,
+    trusted_hosts: t.Optional[t.Iterable[str]] = None,
+) -> str:
+    """Return the host for the given parameters.
+
+    This first checks the ``host_header``. If it's not present, then
+    ``server`` is used. The host will only contain the port if it is
+    different than the standard port for the protocol.
+
+    Optionally, verify that the host is trusted using
+    :func:`host_is_trusted` and raise a
+    :exc:`~werkzeug.exceptions.SecurityError` if it is not.
+
+    :param scheme: The protocol the request used, like ``"https"``.
+    :param host_header: The ``Host`` header value.
+    :param server: Address of the server. ``(host, port)``, or
+        ``(path, None)`` for unix sockets.
+    :param trusted_hosts: A list of trusted host names.
+
+    :return: Host, with port if necessary.
+    :raise ~werkzeug.exceptions.SecurityError: If the host is not
+        trusted.
+    """
+    host = ""
+
+    if host_header is not None:
+        host = host_header
+    elif server is not None:
+        host = server[0]
+
+        if server[1] is not None:
+            host = f"{host}:{server[1]}"
+
+    if scheme in {"http", "ws"} and host.endswith(":80"):
+        host = host[:-3]
+    elif scheme in {"https", "wss"} and host.endswith(":443"):
+        host = host[:-4]
+
+    if trusted_hosts is not None:
+        if not host_is_trusted(host, trusted_hosts):
+            raise SecurityError(f"Host {host!r} is not trusted.")
+
+    return host
+
+
+def get_current_url(
+    scheme: str,
+    host: str,
+    root_path: t.Optional[str] = None,
+    path: t.Optional[str] = None,
+    query_string: t.Optional[bytes] = None,
+) -> str:
+    """Recreate the URL for a request. If an optional part isn't
+    provided, it and subsequent parts are not included in the URL.
+
+    The URL is an IRI, not a URI, so it may contain Unicode characters.
+    Use :func:`~werkzeug.urls.iri_to_uri` to convert it to ASCII.
+
+    :param scheme: The protocol the request used, like ``"https"``.
+    :param host: The host the request was made to. See :func:`get_host`.
+    :param root_path: Prefix that the application is mounted under. This
+        is prepended to ``path``.
+    :param path: The path part of the URL after ``root_path``.
+    :param query_string: The portion of the URL after the "?".
+    """
+    url = [scheme, "://", host]
+
+    if root_path is None:
+        url.append("/")
+        return uri_to_iri("".join(url))
+
+    url.append(url_quote(root_path.rstrip("/")))
+    url.append("/")
+
+    if path is None:
+        return uri_to_iri("".join(url))
+
+    url.append(url_quote(path.lstrip("/")))
+
+    if query_string:
+        url.append("?")
+        url.append(url_quote(query_string, safe=":&%=+$!*'(),"))
+
+    return uri_to_iri("".join(url))
+
+
+def get_content_length(
+    http_content_length: t.Union[str, None] = None,
+    http_transfer_encoding: t.Union[str, None] = "",
+) -> t.Optional[int]:
+    """Returns the content length as an integer or ``None`` if
+    unavailable or chunked transfer encoding is used.
+
+    :param http_content_length: The Content-Length HTTP header.
+    :param http_transfer_encoding: The Transfer-Encoding HTTP header.
+
+    .. versionadded:: 2.2
+    """
+    if http_transfer_encoding == "chunked":
+        return None
+
+    if http_content_length is not None:
+        try:
+            return max(0, int(http_content_length))
+        except (ValueError, TypeError):
+            pass
+    return None
diff --git a/venv/lib/python3.8/site-packages/werkzeug/security.py b/venv/lib/python3.8/site-packages/werkzeug/security.py
new file mode 120000
index 0000000..0c73e14
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/security.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/be/b0/68/7e1e16659a14a35780749e85d43af35519586ae192d825036296d02a3f
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/werkzeug/serving.py b/venv/lib/python3.8/site-packages/werkzeug/serving.py
new file mode 100644
index 0000000..c482469
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/serving.py
@@ -0,0 +1,1098 @@
+"""A WSGI and HTTP server for use **during development only**. This
+server is convenient to use, but is not designed to be particularly
+stable, secure, or efficient. Use a dedicate WSGI server and HTTP
+server when deploying to production.
+
+It provides features like interactive debugging and code reloading. Use
+``run_simple`` to start the server. Put this in a ``run.py`` script:
+
+.. code-block:: python
+
+    from myapp import create_app
+    from werkzeug import run_simple
+"""
+import errno
+import io
+import os
+import socket
+import socketserver
+import sys
+import typing as t
+from datetime import datetime as dt
+from datetime import timedelta
+from datetime import timezone
+from http.server import BaseHTTPRequestHandler
+from http.server import HTTPServer
+
+from ._internal import _log
+from ._internal import _wsgi_encoding_dance
+from .exceptions import InternalServerError
+from .urls import uri_to_iri
+from .urls import url_parse
+from .urls import url_unquote
+
+try:
+    import ssl
+except ImportError:
+
+    class _SslDummy:
+        def __getattr__(self, name: str) -> t.Any:
+            raise RuntimeError(  # noqa: B904
+                "SSL is unavailable because this Python runtime was not"
+                " compiled with SSL/TLS support."
+            )
+
+    ssl = _SslDummy()  # type: ignore
+
+_log_add_style = True
+
+if os.name == "nt":
+    try:
+        __import__("colorama")
+    except ImportError:
+        _log_add_style = False
+
+can_fork = hasattr(os, "fork")
+
+if can_fork:
+    ForkingMixIn = socketserver.ForkingMixIn
+else:
+
+    class ForkingMixIn:  # type: ignore
+        pass
+
+
+try:
+    af_unix = socket.AF_UNIX
+except AttributeError:
+    af_unix = None  # type: ignore
+
+LISTEN_QUEUE = 128
+
+_TSSLContextArg = t.Optional[
+    t.Union["ssl.SSLContext", t.Tuple[str, t.Optional[str]], "te.Literal['adhoc']"]
+]
+
+if t.TYPE_CHECKING:
+    import typing_extensions as te  # noqa: F401
+    from _typeshed.wsgi import WSGIApplication
+    from _typeshed.wsgi import WSGIEnvironment
+    from cryptography.hazmat.primitives.asymmetric.rsa import (
+        RSAPrivateKeyWithSerialization,
+    )
+    from cryptography.x509 import Certificate
+
+
+class DechunkedInput(io.RawIOBase):
+    """An input stream that handles Transfer-Encoding 'chunked'"""
+
+    def __init__(self, rfile: t.IO[bytes]) -> None:
+        self._rfile = rfile
+        self._done = False
+        self._len = 0
+
+    def readable(self) -> bool:
+        return True
+
+    def read_chunk_len(self) -> int:
+        try:
+            line = self._rfile.readline().decode("latin1")
+            _len = int(line.strip(), 16)
+        except ValueError as e:
+            raise OSError("Invalid chunk header") from e
+        if _len < 0:
+            raise OSError("Negative chunk length not allowed")
+        return _len
+
+    def readinto(self, buf: bytearray) -> int:  # type: ignore
+        read = 0
+        while not self._done and read < len(buf):
+            if self._len == 0:
+                # This is the first chunk or we fully consumed the previous
+                # one. Read the next length of the next chunk
+                self._len = self.read_chunk_len()
+
+            if self._len == 0:
+                # Found the final chunk of size 0. The stream is now exhausted,
+                # but there is still a final newline that should be consumed
+                self._done = True
+
+            if self._len > 0:
+                # There is data (left) in this chunk, so append it to the
+                # buffer. If this operation fully consumes the chunk, this will
+                # reset self._len to 0.
+                n = min(len(buf), self._len)
+
+                # If (read + chunk size) becomes more than len(buf), buf will
+                # grow beyond the original size and read more data than
+                # required. So only read as much data as can fit in buf.
+                if read + n > len(buf):
+                    buf[read:] = self._rfile.read(len(buf) - read)
+                    self._len -= len(buf) - read
+                    read = len(buf)
+                else:
+                    buf[read : read + n] = self._rfile.read(n)
+                    self._len -= n
+                    read += n
+
+            if self._len == 0:
+                # Skip the terminating newline of a chunk that has been fully
+                # consumed. This also applies to the 0-sized final chunk
+                terminator = self._rfile.readline()
+                if terminator not in (b"\n", b"\r\n", b"\r"):
+                    raise OSError("Missing chunk terminating newline")
+
+        return read
+
+
+class WSGIRequestHandler(BaseHTTPRequestHandler):
+    """A request handler that implements WSGI dispatching."""
+
+    server: "BaseWSGIServer"
+
+    @property
+    def server_version(self) -> str:  # type: ignore
+        from . import __version__
+
+        return f"Werkzeug/{__version__}"
+
+    def make_environ(self) -> "WSGIEnvironment":
+        request_url = url_parse(self.path)
+        url_scheme = "http" if self.server.ssl_context is None else "https"
+
+        if not self.client_address:
+            self.client_address = ("<local>", 0)
+        elif isinstance(self.client_address, str):
+            self.client_address = (self.client_address, 0)
+
+        # If there was no scheme but the path started with two slashes,
+        # the first segment may have been incorrectly parsed as the
+        # netloc, prepend it to the path again.
+        if not request_url.scheme and request_url.netloc:
+            path_info = f"/{request_url.netloc}{request_url.path}"
+        else:
+            path_info = request_url.path
+
+        path_info = url_unquote(path_info)
+
+        environ: "WSGIEnvironment" = {
+            "wsgi.version": (1, 0),
+            "wsgi.url_scheme": url_scheme,
+            "wsgi.input": self.rfile,
+            "wsgi.errors": sys.stderr,
+            "wsgi.multithread": self.server.multithread,
+            "wsgi.multiprocess": self.server.multiprocess,
+            "wsgi.run_once": False,
+            "werkzeug.socket": self.connection,
+            "SERVER_SOFTWARE": self.server_version,
+            "REQUEST_METHOD": self.command,
+            "SCRIPT_NAME": "",
+            "PATH_INFO": _wsgi_encoding_dance(path_info),
+            "QUERY_STRING": _wsgi_encoding_dance(request_url.query),
+            # Non-standard, added by mod_wsgi, uWSGI
+            "REQUEST_URI": _wsgi_encoding_dance(self.path),
+            # Non-standard, added by gunicorn
+            "RAW_URI": _wsgi_encoding_dance(self.path),
+            "REMOTE_ADDR": self.address_string(),
+            "REMOTE_PORT": self.port_integer(),
+            "SERVER_NAME": self.server.server_address[0],
+            "SERVER_PORT": str(self.server.server_address[1]),
+            "SERVER_PROTOCOL": self.request_version,
+        }
+
+        for key, value in self.headers.items():
+            key = key.upper().replace("-", "_")
+            value = value.replace("\r\n", "")
+            if key not in ("CONTENT_TYPE", "CONTENT_LENGTH"):
+                key = f"HTTP_{key}"
+                if key in environ:
+                    value = f"{environ[key]},{value}"
+            environ[key] = value
+
+        if environ.get("HTTP_TRANSFER_ENCODING", "").strip().lower() == "chunked":
+            environ["wsgi.input_terminated"] = True
+            environ["wsgi.input"] = DechunkedInput(environ["wsgi.input"])
+
+        # Per RFC 2616, if the URL is absolute, use that as the host.
+        # We're using "has a scheme" to indicate an absolute URL.
+        if request_url.scheme and request_url.netloc:
+            environ["HTTP_HOST"] = request_url.netloc
+
+        try:
+            # binary_form=False gives nicer information, but wouldn't be compatible with
+            # what Nginx or Apache could return.
+            peer_cert = self.connection.getpeercert(  # type: ignore[attr-defined]
+                binary_form=True
+            )
+            if peer_cert is not None:
+                # Nginx and Apache use PEM format.
+                environ["SSL_CLIENT_CERT"] = ssl.DER_cert_to_PEM_cert(peer_cert)
+        except ValueError:
+            # SSL handshake hasn't finished.
+            self.server.log("error", "Cannot fetch SSL peer certificate info")
+        except AttributeError:
+            # Not using TLS, the socket will not have getpeercert().
+            pass
+
+        return environ
+
+    def run_wsgi(self) -> None:
+        if self.headers.get("Expect", "").lower().strip() == "100-continue":
+            self.wfile.write(b"HTTP/1.1 100 Continue\r\n\r\n")
+
+        self.environ = environ = self.make_environ()
+        status_set: t.Optional[str] = None
+        headers_set: t.Optional[t.List[t.Tuple[str, str]]] = None
+        status_sent: t.Optional[str] = None
+        headers_sent: t.Optional[t.List[t.Tuple[str, str]]] = None
+        chunk_response: bool = False
+
+        def write(data: bytes) -> None:
+            nonlocal status_sent, headers_sent, chunk_response
+            assert status_set is not None, "write() before start_response"
+            assert headers_set is not None, "write() before start_response"
+            if status_sent is None:
+                status_sent = status_set
+                headers_sent = headers_set
+                try:
+                    code_str, msg = status_sent.split(None, 1)
+                except ValueError:
+                    code_str, msg = status_sent, ""
+                code = int(code_str)
+                self.send_response(code, msg)
+                header_keys = set()
+                for key, value in headers_sent:
+                    self.send_header(key, value)
+                    header_keys.add(key.lower())
+
+                # Use chunked transfer encoding if there is no content
+                # length. Do not use for 1xx and 204 responses. 304
+                # responses and HEAD requests are also excluded, which
+                # is the more conservative behavior and matches other
+                # parts of the code.
+                # https://httpwg.org/specs/rfc7230.html#rfc.section.3.3.1
+                if (
+                    not (
+                        "content-length" in header_keys
+                        or environ["REQUEST_METHOD"] == "HEAD"
+                        or (100 <= code < 200)
+                        or code in {204, 304}
+                    )
+                    and self.protocol_version >= "HTTP/1.1"
+                ):
+                    chunk_response = True
+                    self.send_header("Transfer-Encoding", "chunked")
+
+                # Always close the connection. This disables HTTP/1.1
+                # keep-alive connections. They aren't handled well by
+                # Python's http.server because it doesn't know how to
+                # drain the stream before the next request line.
+                self.send_header("Connection", "close")
+                self.end_headers()
+
+            assert isinstance(data, bytes), "applications must write bytes"
+
+            if data:
+                if chunk_response:
+                    self.wfile.write(hex(len(data))[2:].encode())
+                    self.wfile.write(b"\r\n")
+
+                self.wfile.write(data)
+
+                if chunk_response:
+                    self.wfile.write(b"\r\n")
+
+            self.wfile.flush()
+
+        def start_response(status, headers, exc_info=None):  # type: ignore
+            nonlocal status_set, headers_set
+            if exc_info:
+                try:
+                    if headers_sent:
+                        raise exc_info[1].with_traceback(exc_info[2])
+                finally:
+                    exc_info = None
+            elif headers_set:
+                raise AssertionError("Headers already set")
+            status_set = status
+            headers_set = headers
+            return write
+
+        def execute(app: "WSGIApplication") -> None:
+            application_iter = app(environ, start_response)
+            try:
+                for data in application_iter:
+                    write(data)
+                if not headers_sent:
+                    write(b"")
+                if chunk_response:
+                    self.wfile.write(b"0\r\n\r\n")
+            finally:
+                if hasattr(application_iter, "close"):
+                    application_iter.close()  # type: ignore
+
+        try:
+            execute(self.server.app)
+        except (ConnectionError, socket.timeout) as e:
+            self.connection_dropped(e, environ)
+        except Exception as e:
+            if self.server.passthrough_errors:
+                raise
+
+            if status_sent is not None and chunk_response:
+                self.close_connection = True
+
+            try:
+                # if we haven't yet sent the headers but they are set
+                # we roll back to be able to set them again.
+                if status_sent is None:
+                    status_set = None
+                    headers_set = None
+                execute(InternalServerError())
+            except Exception:
+                pass
+
+            from .debug.tbtools import DebugTraceback
+
+            msg = DebugTraceback(e).render_traceback_text()
+            self.server.log("error", f"Error on request:\n{msg}")
+
+    def handle(self) -> None:
+        """Handles a request ignoring dropped connections."""
+        try:
+            super().handle()
+        except (ConnectionError, socket.timeout) as e:
+            self.connection_dropped(e)
+        except Exception as e:
+            if self.server.ssl_context is not None and is_ssl_error(e):
+                self.log_error("SSL error occurred: %s", e)
+            else:
+                raise
+
+    def connection_dropped(
+        self, error: BaseException, environ: t.Optional["WSGIEnvironment"] = None
+    ) -> None:
+        """Called if the connection was closed by the client.  By default
+        nothing happens.
+        """
+
+    def __getattr__(self, name: str) -> t.Any:
+        # All HTTP methods are handled by run_wsgi.
+        if name.startswith("do_"):
+            return self.run_wsgi
+
+        # All other attributes are forwarded to the base class.
+        return getattr(super(), name)
+
+    def address_string(self) -> str:
+        if getattr(self, "environ", None):
+            return self.environ["REMOTE_ADDR"]  # type: ignore
+
+        if not self.client_address:
+            return "<local>"
+
+        return self.client_address[0]
+
+    def port_integer(self) -> int:
+        return self.client_address[1]
+
+    def log_request(
+        self, code: t.Union[int, str] = "-", size: t.Union[int, str] = "-"
+    ) -> None:
+        try:
+            path = uri_to_iri(self.path)
+            msg = f"{self.command} {path} {self.request_version}"
+        except AttributeError:
+            # path isn't set if the requestline was bad
+            msg = self.requestline
+
+        code = str(code)
+
+        if code[0] == "1":  # 1xx - Informational
+            msg = _ansi_style(msg, "bold")
+        elif code == "200":  # 2xx - Success
+            pass
+        elif code == "304":  # 304 - Resource Not Modified
+            msg = _ansi_style(msg, "cyan")
+        elif code[0] == "3":  # 3xx - Redirection
+            msg = _ansi_style(msg, "green")
+        elif code == "404":  # 404 - Resource Not Found
+            msg = _ansi_style(msg, "yellow")
+        elif code[0] == "4":  # 4xx - Client Error
+            msg = _ansi_style(msg, "bold", "red")
+        else:  # 5xx, or any other response
+            msg = _ansi_style(msg, "bold", "magenta")
+
+        self.log("info", '"%s" %s %s', msg, code, size)
+
+    def log_error(self, format: str, *args: t.Any) -> None:
+        self.log("error", format, *args)
+
+    def log_message(self, format: str, *args: t.Any) -> None:
+        self.log("info", format, *args)
+
+    def log(self, type: str, message: str, *args: t.Any) -> None:
+        _log(
+            type,
+            f"{self.address_string()} - - [{self.log_date_time_string()}] {message}\n",
+            *args,
+        )
+
+
+def _ansi_style(value: str, *styles: str) -> str:
+    if not _log_add_style:
+        return value
+
+    codes = {
+        "bold": 1,
+        "red": 31,
+        "green": 32,
+        "yellow": 33,
+        "magenta": 35,
+        "cyan": 36,
+    }
+
+    for style in styles:
+        value = f"\x1b[{codes[style]}m{value}"
+
+    return f"{value}\x1b[0m"
+
+
+def generate_adhoc_ssl_pair(
+    cn: t.Optional[str] = None,
+) -> t.Tuple["Certificate", "RSAPrivateKeyWithSerialization"]:
+    try:
+        from cryptography import x509
+        from cryptography.x509.oid import NameOID
+        from cryptography.hazmat.backends import default_backend
+        from cryptography.hazmat.primitives import hashes
+        from cryptography.hazmat.primitives.asymmetric import rsa
+    except ImportError:
+        raise TypeError(
+            "Using ad-hoc certificates requires the cryptography library."
+        ) from None
+
+    backend = default_backend()
+    pkey = rsa.generate_private_key(
+        public_exponent=65537, key_size=2048, backend=backend
+    )
+
+    # pretty damn sure that this is not actually accepted by anyone
+    if cn is None:
+        cn = "*"
+
+    subject = x509.Name(
+        [
+            x509.NameAttribute(NameOID.ORGANIZATION_NAME, "Dummy Certificate"),
+            x509.NameAttribute(NameOID.COMMON_NAME, cn),
+        ]
+    )
+
+    backend = default_backend()
+    cert = (
+        x509.CertificateBuilder()
+        .subject_name(subject)
+        .issuer_name(subject)
+        .public_key(pkey.public_key())
+        .serial_number(x509.random_serial_number())
+        .not_valid_before(dt.now(timezone.utc))
+        .not_valid_after(dt.now(timezone.utc) + timedelta(days=365))
+        .add_extension(x509.ExtendedKeyUsage([x509.OID_SERVER_AUTH]), critical=False)
+        .add_extension(x509.SubjectAlternativeName([x509.DNSName(cn)]), critical=False)
+        .sign(pkey, hashes.SHA256(), backend)
+    )
+    return cert, pkey
+
+
+def make_ssl_devcert(
+    base_path: str, host: t.Optional[str] = None, cn: t.Optional[str] = None
+) -> t.Tuple[str, str]:
+    """Creates an SSL key for development.  This should be used instead of
+    the ``'adhoc'`` key which generates a new cert on each server start.
+    It accepts a path for where it should store the key and cert and
+    either a host or CN.  If a host is given it will use the CN
+    ``*.host/CN=host``.
+
+    For more information see :func:`run_simple`.
+
+    .. versionadded:: 0.9
+
+    :param base_path: the path to the certificate and key.  The extension
+                      ``.crt`` is added for the certificate, ``.key`` is
+                      added for the key.
+    :param host: the name of the host.  This can be used as an alternative
+                 for the `cn`.
+    :param cn: the `CN` to use.
+    """
+
+    if host is not None:
+        cn = f"*.{host}/CN={host}"
+    cert, pkey = generate_adhoc_ssl_pair(cn=cn)
+
+    from cryptography.hazmat.primitives import serialization
+
+    cert_file = f"{base_path}.crt"
+    pkey_file = f"{base_path}.key"
+
+    with open(cert_file, "wb") as f:
+        f.write(cert.public_bytes(serialization.Encoding.PEM))
+    with open(pkey_file, "wb") as f:
+        f.write(
+            pkey.private_bytes(
+                encoding=serialization.Encoding.PEM,
+                format=serialization.PrivateFormat.TraditionalOpenSSL,
+                encryption_algorithm=serialization.NoEncryption(),
+            )
+        )
+
+    return cert_file, pkey_file
+
+
+def generate_adhoc_ssl_context() -> "ssl.SSLContext":
+    """Generates an adhoc SSL context for the development server."""
+    import tempfile
+    import atexit
+
+    cert, pkey = generate_adhoc_ssl_pair()
+
+    from cryptography.hazmat.primitives import serialization
+
+    cert_handle, cert_file = tempfile.mkstemp()
+    pkey_handle, pkey_file = tempfile.mkstemp()
+    atexit.register(os.remove, pkey_file)
+    atexit.register(os.remove, cert_file)
+
+    os.write(cert_handle, cert.public_bytes(serialization.Encoding.PEM))
+    os.write(
+        pkey_handle,
+        pkey.private_bytes(
+            encoding=serialization.Encoding.PEM,
+            format=serialization.PrivateFormat.TraditionalOpenSSL,
+            encryption_algorithm=serialization.NoEncryption(),
+        ),
+    )
+
+    os.close(cert_handle)
+    os.close(pkey_handle)
+    ctx = load_ssl_context(cert_file, pkey_file)
+    return ctx
+
+
+def load_ssl_context(
+    cert_file: str, pkey_file: t.Optional[str] = None, protocol: t.Optional[int] = None
+) -> "ssl.SSLContext":
+    """Loads SSL context from cert/private key files and optional protocol.
+    Many parameters are directly taken from the API of
+    :py:class:`ssl.SSLContext`.
+
+    :param cert_file: Path of the certificate to use.
+    :param pkey_file: Path of the private key to use. If not given, the key
+                      will be obtained from the certificate file.
+    :param protocol: A ``PROTOCOL`` constant from the :mod:`ssl` module.
+        Defaults to :data:`ssl.PROTOCOL_TLS_SERVER`.
+    """
+    if protocol is None:
+        protocol = ssl.PROTOCOL_TLS_SERVER
+
+    ctx = ssl.SSLContext(protocol)
+    ctx.load_cert_chain(cert_file, pkey_file)
+    return ctx
+
+
+def is_ssl_error(error: t.Optional[Exception] = None) -> bool:
+    """Checks if the given error (or the current one) is an SSL error."""
+    if error is None:
+        error = t.cast(Exception, sys.exc_info()[1])
+    return isinstance(error, ssl.SSLError)
+
+
+def select_address_family(host: str, port: int) -> socket.AddressFamily:
+    """Return ``AF_INET4``, ``AF_INET6``, or ``AF_UNIX`` depending on
+    the host and port."""
+    if host.startswith("unix://"):
+        return socket.AF_UNIX
+    elif ":" in host and hasattr(socket, "AF_INET6"):
+        return socket.AF_INET6
+    return socket.AF_INET
+
+
+def get_sockaddr(
+    host: str, port: int, family: socket.AddressFamily
+) -> t.Union[t.Tuple[str, int], str]:
+    """Return a fully qualified socket address that can be passed to
+    :func:`socket.bind`."""
+    if family == af_unix:
+        return host.split("://", 1)[1]
+    try:
+        res = socket.getaddrinfo(
+            host, port, family, socket.SOCK_STREAM, socket.IPPROTO_TCP
+        )
+    except socket.gaierror:
+        return host, port
+    return res[0][4]  # type: ignore
+
+
+def get_interface_ip(family: socket.AddressFamily) -> str:
+    """Get the IP address of an external interface. Used when binding to
+    0.0.0.0 or ::1 to show a more useful URL.
+
+    :meta private:
+    """
+    # arbitrary private address
+    host = "fd31:f903:5ab5:1::1" if family == socket.AF_INET6 else "10.253.155.219"
+
+    with socket.socket(family, socket.SOCK_DGRAM) as s:
+        try:
+            s.connect((host, 58162))
+        except OSError:
+            return "::1" if family == socket.AF_INET6 else "127.0.0.1"
+
+        return s.getsockname()[0]  # type: ignore
+
+
+class BaseWSGIServer(HTTPServer):
+    """A WSGI server that that handles one request at a time.
+
+    Use :func:`make_server` to create a server instance.
+    """
+
+    multithread = False
+    multiprocess = False
+    request_queue_size = LISTEN_QUEUE
+
+    def __init__(
+        self,
+        host: str,
+        port: int,
+        app: "WSGIApplication",
+        handler: t.Optional[t.Type[WSGIRequestHandler]] = None,
+        passthrough_errors: bool = False,
+        ssl_context: t.Optional[_TSSLContextArg] = None,
+        fd: t.Optional[int] = None,
+    ) -> None:
+        if handler is None:
+            handler = WSGIRequestHandler
+
+        # If the handler doesn't directly set a protocol version and
+        # thread or process workers are used, then allow chunked
+        # responses and keep-alive connections by enabling HTTP/1.1.
+        if "protocol_version" not in vars(handler) and (
+            self.multithread or self.multiprocess
+        ):
+            handler.protocol_version = "HTTP/1.1"
+
+        self.host = host
+        self.port = port
+        self.app = app
+        self.passthrough_errors = passthrough_errors
+
+        self.address_family = address_family = select_address_family(host, port)
+        server_address = get_sockaddr(host, int(port), address_family)
+
+        # Remove a leftover Unix socket file from a previous run. Don't
+        # remove a file that was set up by run_simple.
+        if address_family == af_unix and fd is None:
+            server_address = t.cast(str, server_address)
+
+            if os.path.exists(server_address):
+                os.unlink(server_address)
+
+        # Bind and activate will be handled manually, it should only
+        # happen if we're not using a socket that was already set up.
+        super().__init__(
+            server_address,  # type: ignore[arg-type]
+            handler,
+            bind_and_activate=False,
+        )
+
+        if fd is None:
+            # No existing socket descriptor, do bind_and_activate=True.
+            try:
+                self.server_bind()
+                self.server_activate()
+            except BaseException:
+                self.server_close()
+                raise
+        else:
+            # Use the passed in socket directly.
+            self.socket = socket.fromfd(fd, address_family, socket.SOCK_STREAM)
+            self.server_address = self.socket.getsockname()
+
+        if address_family != af_unix:
+            # If port was 0, this will record the bound port.
+            self.port = self.server_address[1]
+
+        if ssl_context is not None:
+            if isinstance(ssl_context, tuple):
+                ssl_context = load_ssl_context(*ssl_context)
+            elif ssl_context == "adhoc":
+                ssl_context = generate_adhoc_ssl_context()
+
+            self.socket = ssl_context.wrap_socket(self.socket, server_side=True)
+            self.ssl_context: t.Optional["ssl.SSLContext"] = ssl_context
+        else:
+            self.ssl_context = None
+
+    def log(self, type: str, message: str, *args: t.Any) -> None:
+        _log(type, message, *args)
+
+    def serve_forever(self, poll_interval: float = 0.5) -> None:
+        try:
+            super().serve_forever(poll_interval=poll_interval)
+        except KeyboardInterrupt:
+            pass
+        finally:
+            self.server_close()
+
+    def handle_error(
+        self, request: t.Any, client_address: t.Union[t.Tuple[str, int], str]
+    ) -> None:
+        if self.passthrough_errors:
+            raise
+
+        return super().handle_error(request, client_address)
+
+    def log_startup(self) -> None:
+        """Show information about the address when starting the server."""
+        dev_warning = (
+            "WARNING: This is a development server. Do not use it in a production"
+            " deployment. Use a production WSGI server instead."
+        )
+        dev_warning = _ansi_style(dev_warning, "bold", "red")
+        messages = [dev_warning]
+
+        if self.address_family == af_unix:
+            messages.append(f" * Running on {self.host}")
+        else:
+            scheme = "http" if self.ssl_context is None else "https"
+            display_hostname = self.host
+
+            if self.host in {"0.0.0.0", "::"}:
+                messages.append(f" * Running on all addresses ({self.host})")
+
+                if self.host == "0.0.0.0":
+                    localhost = "127.0.0.1"
+                    display_hostname = get_interface_ip(socket.AF_INET)
+                else:
+                    localhost = "[::1]"
+                    display_hostname = get_interface_ip(socket.AF_INET6)
+
+                messages.append(f" * Running on {scheme}://{localhost}:{self.port}")
+
+            if ":" in display_hostname:
+                display_hostname = f"[{display_hostname}]"
+
+            messages.append(f" * Running on {scheme}://{display_hostname}:{self.port}")
+
+        _log("info", "\n".join(messages))
+
+
+class ThreadedWSGIServer(socketserver.ThreadingMixIn, BaseWSGIServer):
+    """A WSGI server that handles concurrent requests in separate
+    threads.
+
+    Use :func:`make_server` to create a server instance.
+    """
+
+    multithread = True
+    daemon_threads = True
+
+
+class ForkingWSGIServer(ForkingMixIn, BaseWSGIServer):
+    """A WSGI server that handles concurrent requests in separate forked
+    processes.
+
+    Use :func:`make_server` to create a server instance.
+    """
+
+    multiprocess = True
+
+    def __init__(
+        self,
+        host: str,
+        port: int,
+        app: "WSGIApplication",
+        processes: int = 40,
+        handler: t.Optional[t.Type[WSGIRequestHandler]] = None,
+        passthrough_errors: bool = False,
+        ssl_context: t.Optional[_TSSLContextArg] = None,
+        fd: t.Optional[int] = None,
+    ) -> None:
+        if not can_fork:
+            raise ValueError("Your platform does not support forking.")
+
+        super().__init__(host, port, app, handler, passthrough_errors, ssl_context, fd)
+        self.max_children = processes
+
+
+def make_server(
+    host: str,
+    port: int,
+    app: "WSGIApplication",
+    threaded: bool = False,
+    processes: int = 1,
+    request_handler: t.Optional[t.Type[WSGIRequestHandler]] = None,
+    passthrough_errors: bool = False,
+    ssl_context: t.Optional[_TSSLContextArg] = None,
+    fd: t.Optional[int] = None,
+) -> BaseWSGIServer:
+    """Create an appropriate WSGI server instance based on the value of
+    ``threaded`` and ``processes``.
+
+    This is called from :func:`run_simple`, but can be used separately
+    to have access to the server object, such as to run it in a separate
+    thread.
+
+    See :func:`run_simple` for parameter docs.
+    """
+    if threaded and processes > 1:
+        raise ValueError("Cannot have a multi-thread and multi-process server.")
+
+    if threaded:
+        return ThreadedWSGIServer(
+            host, port, app, request_handler, passthrough_errors, ssl_context, fd=fd
+        )
+
+    if processes > 1:
+        return ForkingWSGIServer(
+            host,
+            port,
+            app,
+            processes,
+            request_handler,
+            passthrough_errors,
+            ssl_context,
+            fd=fd,
+        )
+
+    return BaseWSGIServer(
+        host, port, app, request_handler, passthrough_errors, ssl_context, fd=fd
+    )
+
+
+def is_running_from_reloader() -> bool:
+    """Check if the server is running as a subprocess within the
+    Werkzeug reloader.
+
+    .. versionadded:: 0.10
+    """
+    return os.environ.get("WERKZEUG_RUN_MAIN") == "true"
+
+
+def prepare_socket(hostname: str, port: int) -> socket.socket:
+    """Prepare a socket for use by the WSGI server and reloader.
+
+    The socket is marked inheritable so that it can be kept across
+    reloads instead of breaking connections.
+
+    Catch errors during bind and show simpler error messages. For
+    "address already in use", show instructions for resolving the issue,
+    with special instructions for macOS.
+
+    This is called from :func:`run_simple`, but can be used separately
+    to control server creation with :func:`make_server`.
+    """
+    address_family = select_address_family(hostname, port)
+    server_address = get_sockaddr(hostname, port, address_family)
+    s = socket.socket(address_family, socket.SOCK_STREAM)
+    s.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1)
+    s.set_inheritable(True)
+
+    # Remove the socket file if it already exists.
+    if address_family == af_unix:
+        server_address = t.cast(str, server_address)
+
+        if os.path.exists(server_address):
+            os.unlink(server_address)
+
+    # Catch connection issues and show them without the traceback. Show
+    # extra instructions for address not found, and for macOS.
+    try:
+        s.bind(server_address)
+    except OSError as e:
+        print(e.strerror, file=sys.stderr)
+
+        if e.errno == errno.EADDRINUSE:
+            print(
+                f"Port {port} is in use by another program. Either"
+                " identify and stop that program, or start the"
+                " server with a different port.",
+                file=sys.stderr,
+            )
+
+            if sys.platform == "darwin" and port == 5000:
+                print(
+                    "On macOS, try disabling the 'AirPlay Receiver'"
+                    " service from System Preferences -> Sharing.",
+                    file=sys.stderr,
+                )
+
+        sys.exit(1)
+
+    s.listen(LISTEN_QUEUE)
+    return s
+
+
+def run_simple(
+    hostname: str,
+    port: int,
+    application: "WSGIApplication",
+    use_reloader: bool = False,
+    use_debugger: bool = False,
+    use_evalex: bool = True,
+    extra_files: t.Optional[t.Iterable[str]] = None,
+    exclude_patterns: t.Optional[t.Iterable[str]] = None,
+    reloader_interval: int = 1,
+    reloader_type: str = "auto",
+    threaded: bool = False,
+    processes: int = 1,
+    request_handler: t.Optional[t.Type[WSGIRequestHandler]] = None,
+    static_files: t.Optional[t.Dict[str, t.Union[str, t.Tuple[str, str]]]] = None,
+    passthrough_errors: bool = False,
+    ssl_context: t.Optional[_TSSLContextArg] = None,
+) -> None:
+    """Start a development server for a WSGI application. Various
+    optional features can be enabled.
+
+    .. warning::
+
+        Do not use the development server when deploying to production.
+        It is intended for use only during local development. It is not
+        designed to be particularly efficient, stable, or secure.
+
+    :param hostname: The host to bind to, for example ``'localhost'``.
+        Can be a domain, IPv4 or IPv6 address, or file path starting
+        with ``unix://`` for a Unix socket.
+    :param port: The port to bind to, for example ``8080``. Using ``0``
+        tells the OS to pick a random free port.
+    :param application: The WSGI application to run.
+    :param use_reloader: Use a reloader process to restart the server
+        process when files are changed.
+    :param use_debugger: Use Werkzeug's debugger, which will show
+        formatted tracebacks on unhandled exceptions.
+    :param use_evalex: Make the debugger interactive. A Python terminal
+        can be opened for any frame in the traceback. Some protection is
+        provided by requiring a PIN, but this should never be enabled
+        on a publicly visible server.
+    :param extra_files: The reloader will watch these files for changes
+        in addition to Python modules. For example, watch a
+        configuration file.
+    :param exclude_patterns: The reloader will ignore changes to any
+        files matching these :mod:`fnmatch` patterns. For example,
+        ignore cache files.
+    :param reloader_interval: How often the reloader tries to check for
+        changes.
+    :param reloader_type: The reloader to use. The ``'stat'`` reloader
+        is built in, but may require significant CPU to watch files. The
+        ``'watchdog'`` reloader is much more efficient but requires
+        installing the ``watchdog`` package first.
+    :param threaded: Handle concurrent requests using threads. Cannot be
+        used with ``processes``.
+    :param processes: Handle concurrent requests using up to this number
+        of processes. Cannot be used with ``threaded``.
+    :param request_handler: Use a different
+        :class:`~BaseHTTPServer.BaseHTTPRequestHandler` subclass to
+        handle requests.
+    :param static_files: A dict mapping URL prefixes to directories to
+        serve static files from using
+        :class:`~werkzeug.middleware.SharedDataMiddleware`.
+    :param passthrough_errors: Don't catch unhandled exceptions at the
+        server level, let the serve crash instead. If ``use_debugger``
+        is enabled, the debugger will still catch such errors.
+    :param ssl_context: Configure TLS to serve over HTTPS. Can be an
+        :class:`ssl.SSLContext` object, a ``(cert_file, key_file)``
+        tuple to create a typical context, or the string ``'adhoc'`` to
+        generate a temporary self-signed certificate.
+
+    .. versionchanged:: 2.1
+        Instructions are shown for dealing with an "address already in
+        use" error.
+
+    .. versionchanged:: 2.1
+        Running on ``0.0.0.0`` or ``::`` shows the loopback IP in
+        addition to a real IP.
+
+    .. versionchanged:: 2.1
+        The command-line interface was removed.
+
+    .. versionchanged:: 2.0
+        Running on ``0.0.0.0`` or ``::`` shows a real IP address that
+        was bound as well as a warning not to run the development server
+        in production.
+
+    .. versionchanged:: 2.0
+        The ``exclude_patterns`` parameter was added.
+
+    .. versionchanged:: 0.15
+        Bind to a Unix socket by passing a ``hostname`` that starts with
+        ``unix://``.
+
+    .. versionchanged:: 0.10
+        Improved the reloader and added support for changing the backend
+        through the ``reloader_type`` parameter.
+
+    .. versionchanged:: 0.9
+        A command-line interface was added.
+
+    .. versionchanged:: 0.8
+        ``ssl_context`` can be a tuple of paths to the certificate and
+        private key files.
+
+    .. versionchanged:: 0.6
+        The ``ssl_context`` parameter was added.
+
+    .. versionchanged:: 0.5
+       The ``static_files`` and ``passthrough_errors`` parameters were
+       added.
+    """
+    if not isinstance(port, int):
+        raise TypeError("port must be an integer")
+
+    if static_files:
+        from .middleware.shared_data import SharedDataMiddleware
+
+        application = SharedDataMiddleware(application, static_files)
+
+    if use_debugger:
+        from .debug import DebuggedApplication
+
+        application = DebuggedApplication(application, evalex=use_evalex)
+
+    if not is_running_from_reloader():
+        s = prepare_socket(hostname, port)
+        fd = s.fileno()
+        # Silence a ResourceWarning about an unclosed socket. This object is no longer
+        # used, the server will create another with fromfd.
+        s.detach()
+        os.environ["WERKZEUG_SERVER_FD"] = str(fd)
+    else:
+        fd = int(os.environ["WERKZEUG_SERVER_FD"])
+
+    srv = make_server(
+        hostname,
+        port,
+        application,
+        threaded,
+        processes,
+        request_handler,
+        passthrough_errors,
+        ssl_context,
+        fd=fd,
+    )
+
+    if not is_running_from_reloader():
+        srv.log_startup()
+        _log("info", _ansi_style("Press CTRL+C to quit", "yellow"))
+
+    if use_reloader:
+        from ._reloader import run_with_reloader
+
+        run_with_reloader(
+            srv.serve_forever,
+            extra_files=extra_files,
+            exclude_patterns=exclude_patterns,
+            interval=reloader_interval,
+            reloader_type=reloader_type,
+        )
+    else:
+        srv.serve_forever()
diff --git a/venv/lib/python3.8/site-packages/werkzeug/test.py b/venv/lib/python3.8/site-packages/werkzeug/test.py
new file mode 100644
index 0000000..edb4d4a
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/test.py
@@ -0,0 +1,1337 @@
+import mimetypes
+import sys
+import typing as t
+from collections import defaultdict
+from datetime import datetime
+from datetime import timedelta
+from http.cookiejar import CookieJar
+from io import BytesIO
+from itertools import chain
+from random import random
+from tempfile import TemporaryFile
+from time import time
+from urllib.request import Request as _UrllibRequest
+
+from ._internal import _get_environ
+from ._internal import _make_encode_wrapper
+from ._internal import _wsgi_decoding_dance
+from ._internal import _wsgi_encoding_dance
+from .datastructures import Authorization
+from .datastructures import CallbackDict
+from .datastructures import CombinedMultiDict
+from .datastructures import EnvironHeaders
+from .datastructures import FileMultiDict
+from .datastructures import Headers
+from .datastructures import MultiDict
+from .http import dump_cookie
+from .http import dump_options_header
+from .http import parse_options_header
+from .sansio.multipart import Data
+from .sansio.multipart import Epilogue
+from .sansio.multipart import Field
+from .sansio.multipart import File
+from .sansio.multipart import MultipartEncoder
+from .sansio.multipart import Preamble
+from .urls import iri_to_uri
+from .urls import url_encode
+from .urls import url_fix
+from .urls import url_parse
+from .urls import url_unparse
+from .urls import url_unquote
+from .utils import cached_property
+from .utils import get_content_type
+from .wrappers.request import Request
+from .wrappers.response import Response
+from .wsgi import ClosingIterator
+from .wsgi import get_current_url
+
+if t.TYPE_CHECKING:
+    from _typeshed.wsgi import WSGIApplication
+    from _typeshed.wsgi import WSGIEnvironment
+
+
+def stream_encode_multipart(
+    data: t.Mapping[str, t.Any],
+    use_tempfile: bool = True,
+    threshold: int = 1024 * 500,
+    boundary: t.Optional[str] = None,
+    charset: str = "utf-8",
+) -> t.Tuple[t.IO[bytes], int, str]:
+    """Encode a dict of values (either strings or file descriptors or
+    :class:`FileStorage` objects.) into a multipart encoded string stored
+    in a file descriptor.
+    """
+    if boundary is None:
+        boundary = f"---------------WerkzeugFormPart_{time()}{random()}"
+
+    stream: t.IO[bytes] = BytesIO()
+    total_length = 0
+    on_disk = False
+    write_binary: t.Callable[[bytes], int]
+
+    if use_tempfile:
+
+        def write_binary(s: bytes) -> int:
+            nonlocal stream, total_length, on_disk
+
+            if on_disk:
+                return stream.write(s)
+            else:
+                length = len(s)
+
+                if length + total_length <= threshold:
+                    stream.write(s)
+                else:
+                    new_stream = t.cast(t.IO[bytes], TemporaryFile("wb+"))
+                    new_stream.write(stream.getvalue())  # type: ignore
+                    new_stream.write(s)
+                    stream = new_stream
+                    on_disk = True
+
+                total_length += length
+                return length
+
+    else:
+        write_binary = stream.write
+
+    encoder = MultipartEncoder(boundary.encode())
+    write_binary(encoder.send_event(Preamble(data=b"")))
+    for key, value in _iter_data(data):
+        reader = getattr(value, "read", None)
+        if reader is not None:
+            filename = getattr(value, "filename", getattr(value, "name", None))
+            content_type = getattr(value, "content_type", None)
+            if content_type is None:
+                content_type = (
+                    filename
+                    and mimetypes.guess_type(filename)[0]
+                    or "application/octet-stream"
+                )
+            headers = Headers([("Content-Type", content_type)])
+            if filename is None:
+                write_binary(encoder.send_event(Field(name=key, headers=headers)))
+            else:
+                write_binary(
+                    encoder.send_event(
+                        File(name=key, filename=filename, headers=headers)
+                    )
+                )
+            while True:
+                chunk = reader(16384)
+
+                if not chunk:
+                    break
+
+                write_binary(encoder.send_event(Data(data=chunk, more_data=True)))
+        else:
+            if not isinstance(value, str):
+                value = str(value)
+            write_binary(encoder.send_event(Field(name=key, headers=Headers())))
+            write_binary(
+                encoder.send_event(Data(data=value.encode(charset), more_data=False))
+            )
+
+    write_binary(encoder.send_event(Epilogue(data=b"")))
+
+    length = stream.tell()
+    stream.seek(0)
+    return stream, length, boundary
+
+
+def encode_multipart(
+    values: t.Mapping[str, t.Any],
+    boundary: t.Optional[str] = None,
+    charset: str = "utf-8",
+) -> t.Tuple[str, bytes]:
+    """Like `stream_encode_multipart` but returns a tuple in the form
+    (``boundary``, ``data``) where data is bytes.
+    """
+    stream, length, boundary = stream_encode_multipart(
+        values, use_tempfile=False, boundary=boundary, charset=charset
+    )
+    return boundary, stream.read()
+
+
+class _TestCookieHeaders:
+    """A headers adapter for cookielib"""
+
+    def __init__(self, headers: t.Union[Headers, t.List[t.Tuple[str, str]]]) -> None:
+        self.headers = headers
+
+    def getheaders(self, name: str) -> t.Iterable[str]:
+        headers = []
+        name = name.lower()
+        for k, v in self.headers:
+            if k.lower() == name:
+                headers.append(v)
+        return headers
+
+    def get_all(
+        self, name: str, default: t.Optional[t.Iterable[str]] = None
+    ) -> t.Iterable[str]:
+        headers = self.getheaders(name)
+
+        if not headers:
+            return default  # type: ignore
+
+        return headers
+
+
+class _TestCookieResponse:
+    """Something that looks like a httplib.HTTPResponse, but is actually just an
+    adapter for our test responses to make them available for cookielib.
+    """
+
+    def __init__(self, headers: t.Union[Headers, t.List[t.Tuple[str, str]]]) -> None:
+        self.headers = _TestCookieHeaders(headers)
+
+    def info(self) -> _TestCookieHeaders:
+        return self.headers
+
+
+class _TestCookieJar(CookieJar):
+    """A cookielib.CookieJar modified to inject and read cookie headers from
+    and to wsgi environments, and wsgi application responses.
+    """
+
+    def inject_wsgi(self, environ: "WSGIEnvironment") -> None:
+        """Inject the cookies as client headers into the server's wsgi
+        environment.
+        """
+        cvals = [f"{c.name}={c.value}" for c in self]
+
+        if cvals:
+            environ["HTTP_COOKIE"] = "; ".join(cvals)
+        else:
+            environ.pop("HTTP_COOKIE", None)
+
+    def extract_wsgi(
+        self,
+        environ: "WSGIEnvironment",
+        headers: t.Union[Headers, t.List[t.Tuple[str, str]]],
+    ) -> None:
+        """Extract the server's set-cookie headers as cookies into the
+        cookie jar.
+        """
+        self.extract_cookies(
+            _TestCookieResponse(headers),  # type: ignore
+            _UrllibRequest(get_current_url(environ)),
+        )
+
+
+def _iter_data(data: t.Mapping[str, t.Any]) -> t.Iterator[t.Tuple[str, t.Any]]:
+    """Iterate over a mapping that might have a list of values, yielding
+    all key, value pairs. Almost like iter_multi_items but only allows
+    lists, not tuples, of values so tuples can be used for files.
+    """
+    if isinstance(data, MultiDict):
+        yield from data.items(multi=True)
+    else:
+        for key, value in data.items():
+            if isinstance(value, list):
+                for v in value:
+                    yield key, v
+            else:
+                yield key, value
+
+
+_TAnyMultiDict = t.TypeVar("_TAnyMultiDict", bound=MultiDict)
+
+
+class EnvironBuilder:
+    """This class can be used to conveniently create a WSGI environment
+    for testing purposes.  It can be used to quickly create WSGI environments
+    or request objects from arbitrary data.
+
+    The signature of this class is also used in some other places as of
+    Werkzeug 0.5 (:func:`create_environ`, :meth:`Response.from_values`,
+    :meth:`Client.open`).  Because of this most of the functionality is
+    available through the constructor alone.
+
+    Files and regular form data can be manipulated independently of each
+    other with the :attr:`form` and :attr:`files` attributes, but are
+    passed with the same argument to the constructor: `data`.
+
+    `data` can be any of these values:
+
+    -   a `str` or `bytes` object: The object is converted into an
+        :attr:`input_stream`, the :attr:`content_length` is set and you have to
+        provide a :attr:`content_type`.
+    -   a `dict` or :class:`MultiDict`: The keys have to be strings. The values
+        have to be either any of the following objects, or a list of any of the
+        following objects:
+
+        -   a :class:`file`-like object:  These are converted into
+            :class:`FileStorage` objects automatically.
+        -   a `tuple`:  The :meth:`~FileMultiDict.add_file` method is called
+            with the key and the unpacked `tuple` items as positional
+            arguments.
+        -   a `str`:  The string is set as form data for the associated key.
+    -   a file-like object: The object content is loaded in memory and then
+        handled like a regular `str` or a `bytes`.
+
+    :param path: the path of the request.  In the WSGI environment this will
+                 end up as `PATH_INFO`.  If the `query_string` is not defined
+                 and there is a question mark in the `path` everything after
+                 it is used as query string.
+    :param base_url: the base URL is a URL that is used to extract the WSGI
+                     URL scheme, host (server name + server port) and the
+                     script root (`SCRIPT_NAME`).
+    :param query_string: an optional string or dict with URL parameters.
+    :param method: the HTTP method to use, defaults to `GET`.
+    :param input_stream: an optional input stream.  Do not specify this and
+                         `data`.  As soon as an input stream is set you can't
+                         modify :attr:`args` and :attr:`files` unless you
+                         set the :attr:`input_stream` to `None` again.
+    :param content_type: The content type for the request.  As of 0.5 you
+                         don't have to provide this when specifying files
+                         and form data via `data`.
+    :param content_length: The content length for the request.  You don't
+                           have to specify this when providing data via
+                           `data`.
+    :param errors_stream: an optional error stream that is used for
+                          `wsgi.errors`.  Defaults to :data:`stderr`.
+    :param multithread: controls `wsgi.multithread`.  Defaults to `False`.
+    :param multiprocess: controls `wsgi.multiprocess`.  Defaults to `False`.
+    :param run_once: controls `wsgi.run_once`.  Defaults to `False`.
+    :param headers: an optional list or :class:`Headers` object of headers.
+    :param data: a string or dict of form data or a file-object.
+                 See explanation above.
+    :param json: An object to be serialized and assigned to ``data``.
+        Defaults the content type to ``"application/json"``.
+        Serialized with the function assigned to :attr:`json_dumps`.
+    :param environ_base: an optional dict of environment defaults.
+    :param environ_overrides: an optional dict of environment overrides.
+    :param charset: the charset used to encode string data.
+    :param auth: An authorization object to use for the
+        ``Authorization`` header value. A ``(username, password)`` tuple
+        is a shortcut for ``Basic`` authorization.
+
+    .. versionchanged:: 2.1
+        ``CONTENT_TYPE`` and ``CONTENT_LENGTH`` are not duplicated as
+        header keys in the environ.
+
+    .. versionchanged:: 2.0
+        ``REQUEST_URI`` and ``RAW_URI`` is the full raw URI including
+        the query string, not only the path.
+
+    .. versionchanged:: 2.0
+        The default :attr:`request_class` is ``Request`` instead of
+        ``BaseRequest``.
+
+    .. versionadded:: 2.0
+       Added the ``auth`` parameter.
+
+    .. versionadded:: 0.15
+        The ``json`` param and :meth:`json_dumps` method.
+
+    .. versionadded:: 0.15
+        The environ has keys ``REQUEST_URI`` and ``RAW_URI`` containing
+        the path before percent-decoding. This is not part of the WSGI
+        PEP, but many WSGI servers include it.
+
+    .. versionchanged:: 0.6
+       ``path`` and ``base_url`` can now be unicode strings that are
+       encoded with :func:`iri_to_uri`.
+    """
+
+    #: the server protocol to use.  defaults to HTTP/1.1
+    server_protocol = "HTTP/1.1"
+
+    #: the wsgi version to use.  defaults to (1, 0)
+    wsgi_version = (1, 0)
+
+    #: The default request class used by :meth:`get_request`.
+    request_class = Request
+
+    import json
+
+    #: The serialization function used when ``json`` is passed.
+    json_dumps = staticmethod(json.dumps)
+    del json
+
+    _args: t.Optional[MultiDict]
+    _query_string: t.Optional[str]
+    _input_stream: t.Optional[t.IO[bytes]]
+    _form: t.Optional[MultiDict]
+    _files: t.Optional[FileMultiDict]
+
+    def __init__(
+        self,
+        path: str = "/",
+        base_url: t.Optional[str] = None,
+        query_string: t.Optional[t.Union[t.Mapping[str, str], str]] = None,
+        method: str = "GET",
+        input_stream: t.Optional[t.IO[bytes]] = None,
+        content_type: t.Optional[str] = None,
+        content_length: t.Optional[int] = None,
+        errors_stream: t.Optional[t.IO[str]] = None,
+        multithread: bool = False,
+        multiprocess: bool = False,
+        run_once: bool = False,
+        headers: t.Optional[t.Union[Headers, t.Iterable[t.Tuple[str, str]]]] = None,
+        data: t.Optional[
+            t.Union[t.IO[bytes], str, bytes, t.Mapping[str, t.Any]]
+        ] = None,
+        environ_base: t.Optional[t.Mapping[str, t.Any]] = None,
+        environ_overrides: t.Optional[t.Mapping[str, t.Any]] = None,
+        charset: str = "utf-8",
+        mimetype: t.Optional[str] = None,
+        json: t.Optional[t.Mapping[str, t.Any]] = None,
+        auth: t.Optional[t.Union[Authorization, t.Tuple[str, str]]] = None,
+    ) -> None:
+        path_s = _make_encode_wrapper(path)
+        if query_string is not None and path_s("?") in path:
+            raise ValueError("Query string is defined in the path and as an argument")
+        request_uri = url_parse(path)
+        if query_string is None and path_s("?") in path:
+            query_string = request_uri.query
+        self.charset = charset
+        self.path = iri_to_uri(request_uri.path)
+        self.request_uri = path
+        if base_url is not None:
+            base_url = url_fix(iri_to_uri(base_url, charset), charset)
+        self.base_url = base_url  # type: ignore
+        if isinstance(query_string, (bytes, str)):
+            self.query_string = query_string
+        else:
+            if query_string is None:
+                query_string = MultiDict()
+            elif not isinstance(query_string, MultiDict):
+                query_string = MultiDict(query_string)
+            self.args = query_string
+        self.method = method
+        if headers is None:
+            headers = Headers()
+        elif not isinstance(headers, Headers):
+            headers = Headers(headers)
+        self.headers = headers
+        if content_type is not None:
+            self.content_type = content_type
+        if errors_stream is None:
+            errors_stream = sys.stderr
+        self.errors_stream = errors_stream
+        self.multithread = multithread
+        self.multiprocess = multiprocess
+        self.run_once = run_once
+        self.environ_base = environ_base
+        self.environ_overrides = environ_overrides
+        self.input_stream = input_stream
+        self.content_length = content_length
+        self.closed = False
+
+        if auth is not None:
+            if isinstance(auth, tuple):
+                auth = Authorization(
+                    "basic", {"username": auth[0], "password": auth[1]}
+                )
+
+            self.headers.set("Authorization", auth.to_header())
+
+        if json is not None:
+            if data is not None:
+                raise TypeError("can't provide both json and data")
+
+            data = self.json_dumps(json)
+
+            if self.content_type is None:
+                self.content_type = "application/json"
+
+        if data:
+            if input_stream is not None:
+                raise TypeError("can't provide input stream and data")
+            if hasattr(data, "read"):
+                data = data.read()  # type: ignore
+            if isinstance(data, str):
+                data = data.encode(self.charset)
+            if isinstance(data, bytes):
+                self.input_stream = BytesIO(data)
+                if self.content_length is None:
+                    self.content_length = len(data)
+            else:
+                for key, value in _iter_data(data):  # type: ignore
+                    if isinstance(value, (tuple, dict)) or hasattr(value, "read"):
+                        self._add_file_from_data(key, value)
+                    else:
+                        self.form.setlistdefault(key).append(value)
+
+        if mimetype is not None:
+            self.mimetype = mimetype
+
+    @classmethod
+    def from_environ(
+        cls, environ: "WSGIEnvironment", **kwargs: t.Any
+    ) -> "EnvironBuilder":
+        """Turn an environ dict back into a builder. Any extra kwargs
+        override the args extracted from the environ.
+
+        .. versionchanged:: 2.0
+            Path and query values are passed through the WSGI decoding
+            dance to avoid double encoding.
+
+        .. versionadded:: 0.15
+        """
+        headers = Headers(EnvironHeaders(environ))
+        out = {
+            "path": _wsgi_decoding_dance(environ["PATH_INFO"]),
+            "base_url": cls._make_base_url(
+                environ["wsgi.url_scheme"],
+                headers.pop("Host"),
+                _wsgi_decoding_dance(environ["SCRIPT_NAME"]),
+            ),
+            "query_string": _wsgi_decoding_dance(environ["QUERY_STRING"]),
+            "method": environ["REQUEST_METHOD"],
+            "input_stream": environ["wsgi.input"],
+            "content_type": headers.pop("Content-Type", None),
+            "content_length": headers.pop("Content-Length", None),
+            "errors_stream": environ["wsgi.errors"],
+            "multithread": environ["wsgi.multithread"],
+            "multiprocess": environ["wsgi.multiprocess"],
+            "run_once": environ["wsgi.run_once"],
+            "headers": headers,
+        }
+        out.update(kwargs)
+        return cls(**out)
+
+    def _add_file_from_data(
+        self,
+        key: str,
+        value: t.Union[
+            t.IO[bytes], t.Tuple[t.IO[bytes], str], t.Tuple[t.IO[bytes], str, str]
+        ],
+    ) -> None:
+        """Called in the EnvironBuilder to add files from the data dict."""
+        if isinstance(value, tuple):
+            self.files.add_file(key, *value)
+        else:
+            self.files.add_file(key, value)
+
+    @staticmethod
+    def _make_base_url(scheme: str, host: str, script_root: str) -> str:
+        return url_unparse((scheme, host, script_root, "", "")).rstrip("/") + "/"
+
+    @property
+    def base_url(self) -> str:
+        """The base URL is used to extract the URL scheme, host name,
+        port, and root path.
+        """
+        return self._make_base_url(self.url_scheme, self.host, self.script_root)
+
+    @base_url.setter
+    def base_url(self, value: t.Optional[str]) -> None:
+        if value is None:
+            scheme = "http"
+            netloc = "localhost"
+            script_root = ""
+        else:
+            scheme, netloc, script_root, qs, anchor = url_parse(value)
+            if qs or anchor:
+                raise ValueError("base url must not contain a query string or fragment")
+        self.script_root = script_root.rstrip("/")
+        self.host = netloc
+        self.url_scheme = scheme
+
+    @property
+    def content_type(self) -> t.Optional[str]:
+        """The content type for the request.  Reflected from and to
+        the :attr:`headers`.  Do not set if you set :attr:`files` or
+        :attr:`form` for auto detection.
+        """
+        ct = self.headers.get("Content-Type")
+        if ct is None and not self._input_stream:
+            if self._files:
+                return "multipart/form-data"
+            if self._form:
+                return "application/x-www-form-urlencoded"
+            return None
+        return ct
+
+    @content_type.setter
+    def content_type(self, value: t.Optional[str]) -> None:
+        if value is None:
+            self.headers.pop("Content-Type", None)
+        else:
+            self.headers["Content-Type"] = value
+
+    @property
+    def mimetype(self) -> t.Optional[str]:
+        """The mimetype (content type without charset etc.)
+
+        .. versionadded:: 0.14
+        """
+        ct = self.content_type
+        return ct.split(";")[0].strip() if ct else None
+
+    @mimetype.setter
+    def mimetype(self, value: str) -> None:
+        self.content_type = get_content_type(value, self.charset)
+
+    @property
+    def mimetype_params(self) -> t.Mapping[str, str]:
+        """The mimetype parameters as dict.  For example if the
+        content type is ``text/html; charset=utf-8`` the params would be
+        ``{'charset': 'utf-8'}``.
+
+        .. versionadded:: 0.14
+        """
+
+        def on_update(d: CallbackDict) -> None:
+            self.headers["Content-Type"] = dump_options_header(self.mimetype, d)
+
+        d = parse_options_header(self.headers.get("content-type", ""))[1]
+        return CallbackDict(d, on_update)
+
+    @property
+    def content_length(self) -> t.Optional[int]:
+        """The content length as integer.  Reflected from and to the
+        :attr:`headers`.  Do not set if you set :attr:`files` or
+        :attr:`form` for auto detection.
+        """
+        return self.headers.get("Content-Length", type=int)
+
+    @content_length.setter
+    def content_length(self, value: t.Optional[int]) -> None:
+        if value is None:
+            self.headers.pop("Content-Length", None)
+        else:
+            self.headers["Content-Length"] = str(value)
+
+    def _get_form(self, name: str, storage: t.Type[_TAnyMultiDict]) -> _TAnyMultiDict:
+        """Common behavior for getting the :attr:`form` and
+        :attr:`files` properties.
+
+        :param name: Name of the internal cached attribute.
+        :param storage: Storage class used for the data.
+        """
+        if self.input_stream is not None:
+            raise AttributeError("an input stream is defined")
+
+        rv = getattr(self, name)
+
+        if rv is None:
+            rv = storage()
+            setattr(self, name, rv)
+
+        return rv  # type: ignore
+
+    def _set_form(self, name: str, value: MultiDict) -> None:
+        """Common behavior for setting the :attr:`form` and
+        :attr:`files` properties.
+
+        :param name: Name of the internal cached attribute.
+        :param value: Value to assign to the attribute.
+        """
+        self._input_stream = None
+        setattr(self, name, value)
+
+    @property
+    def form(self) -> MultiDict:
+        """A :class:`MultiDict` of form values."""
+        return self._get_form("_form", MultiDict)
+
+    @form.setter
+    def form(self, value: MultiDict) -> None:
+        self._set_form("_form", value)
+
+    @property
+    def files(self) -> FileMultiDict:
+        """A :class:`FileMultiDict` of uploaded files. Use
+        :meth:`~FileMultiDict.add_file` to add new files.
+        """
+        return self._get_form("_files", FileMultiDict)
+
+    @files.setter
+    def files(self, value: FileMultiDict) -> None:
+        self._set_form("_files", value)
+
+    @property
+    def input_stream(self) -> t.Optional[t.IO[bytes]]:
+        """An optional input stream. This is mutually exclusive with
+        setting :attr:`form` and :attr:`files`, setting it will clear
+        those. Do not provide this if the method is not ``POST`` or
+        another method that has a body.
+        """
+        return self._input_stream
+
+    @input_stream.setter
+    def input_stream(self, value: t.Optional[t.IO[bytes]]) -> None:
+        self._input_stream = value
+        self._form = None
+        self._files = None
+
+    @property
+    def query_string(self) -> str:
+        """The query string.  If you set this to a string
+        :attr:`args` will no longer be available.
+        """
+        if self._query_string is None:
+            if self._args is not None:
+                return url_encode(self._args, charset=self.charset)
+            return ""
+        return self._query_string
+
+    @query_string.setter
+    def query_string(self, value: t.Optional[str]) -> None:
+        self._query_string = value
+        self._args = None
+
+    @property
+    def args(self) -> MultiDict:
+        """The URL arguments as :class:`MultiDict`."""
+        if self._query_string is not None:
+            raise AttributeError("a query string is defined")
+        if self._args is None:
+            self._args = MultiDict()
+        return self._args
+
+    @args.setter
+    def args(self, value: t.Optional[MultiDict]) -> None:
+        self._query_string = None
+        self._args = value
+
+    @property
+    def server_name(self) -> str:
+        """The server name (read-only, use :attr:`host` to set)"""
+        return self.host.split(":", 1)[0]
+
+    @property
+    def server_port(self) -> int:
+        """The server port as integer (read-only, use :attr:`host` to set)"""
+        pieces = self.host.split(":", 1)
+
+        if len(pieces) == 2:
+            try:
+                return int(pieces[1])
+            except ValueError:
+                pass
+
+        if self.url_scheme == "https":
+            return 443
+        return 80
+
+    def __del__(self) -> None:
+        try:
+            self.close()
+        except Exception:
+            pass
+
+    def close(self) -> None:
+        """Closes all files.  If you put real :class:`file` objects into the
+        :attr:`files` dict you can call this method to automatically close
+        them all in one go.
+        """
+        if self.closed:
+            return
+        try:
+            files = self.files.values()
+        except AttributeError:
+            files = ()  # type: ignore
+        for f in files:
+            try:
+                f.close()
+            except Exception:
+                pass
+        self.closed = True
+
+    def get_environ(self) -> "WSGIEnvironment":
+        """Return the built environ.
+
+        .. versionchanged:: 0.15
+            The content type and length headers are set based on
+            input stream detection. Previously this only set the WSGI
+            keys.
+        """
+        input_stream = self.input_stream
+        content_length = self.content_length
+
+        mimetype = self.mimetype
+        content_type = self.content_type
+
+        if input_stream is not None:
+            start_pos = input_stream.tell()
+            input_stream.seek(0, 2)
+            end_pos = input_stream.tell()
+            input_stream.seek(start_pos)
+            content_length = end_pos - start_pos
+        elif mimetype == "multipart/form-data":
+            input_stream, content_length, boundary = stream_encode_multipart(
+                CombinedMultiDict([self.form, self.files]), charset=self.charset
+            )
+            content_type = f'{mimetype}; boundary="{boundary}"'
+        elif mimetype == "application/x-www-form-urlencoded":
+            form_encoded = url_encode(self.form, charset=self.charset).encode("ascii")
+            content_length = len(form_encoded)
+            input_stream = BytesIO(form_encoded)
+        else:
+            input_stream = BytesIO()
+
+        result: "WSGIEnvironment" = {}
+        if self.environ_base:
+            result.update(self.environ_base)
+
+        def _path_encode(x: str) -> str:
+            return _wsgi_encoding_dance(url_unquote(x, self.charset), self.charset)
+
+        raw_uri = _wsgi_encoding_dance(self.request_uri, self.charset)
+        result.update(
+            {
+                "REQUEST_METHOD": self.method,
+                "SCRIPT_NAME": _path_encode(self.script_root),
+                "PATH_INFO": _path_encode(self.path),
+                "QUERY_STRING": _wsgi_encoding_dance(self.query_string, self.charset),
+                # Non-standard, added by mod_wsgi, uWSGI
+                "REQUEST_URI": raw_uri,
+                # Non-standard, added by gunicorn
+                "RAW_URI": raw_uri,
+                "SERVER_NAME": self.server_name,
+                "SERVER_PORT": str(self.server_port),
+                "HTTP_HOST": self.host,
+                "SERVER_PROTOCOL": self.server_protocol,
+                "wsgi.version": self.wsgi_version,
+                "wsgi.url_scheme": self.url_scheme,
+                "wsgi.input": input_stream,
+                "wsgi.errors": self.errors_stream,
+                "wsgi.multithread": self.multithread,
+                "wsgi.multiprocess": self.multiprocess,
+                "wsgi.run_once": self.run_once,
+            }
+        )
+
+        headers = self.headers.copy()
+        # Don't send these as headers, they're part of the environ.
+        headers.remove("Content-Type")
+        headers.remove("Content-Length")
+
+        if content_type is not None:
+            result["CONTENT_TYPE"] = content_type
+
+        if content_length is not None:
+            result["CONTENT_LENGTH"] = str(content_length)
+
+        combined_headers = defaultdict(list)
+
+        for key, value in headers.to_wsgi_list():
+            combined_headers[f"HTTP_{key.upper().replace('-', '_')}"].append(value)
+
+        for key, values in combined_headers.items():
+            result[key] = ", ".join(values)
+
+        if self.environ_overrides:
+            result.update(self.environ_overrides)
+
+        return result
+
+    def get_request(self, cls: t.Optional[t.Type[Request]] = None) -> Request:
+        """Returns a request with the data.  If the request class is not
+        specified :attr:`request_class` is used.
+
+        :param cls: The request wrapper to use.
+        """
+        if cls is None:
+            cls = self.request_class
+
+        return cls(self.get_environ())
+
+
+class ClientRedirectError(Exception):
+    """If a redirect loop is detected when using follow_redirects=True with
+    the :cls:`Client`, then this exception is raised.
+    """
+
+
+class Client:
+    """This class allows you to send requests to a wrapped application.
+
+    The use_cookies parameter indicates whether cookies should be stored and
+    sent for subsequent requests. This is True by default, but passing False
+    will disable this behaviour.
+
+    If you want to request some subdomain of your application you may set
+    `allow_subdomain_redirects` to `True` as if not no external redirects
+    are allowed.
+
+    .. versionchanged:: 2.1
+        Removed deprecated behavior of treating the response as a
+        tuple. All data is available as properties on the returned
+        response object.
+
+    .. versionchanged:: 2.0
+        ``response_wrapper`` is always a subclass of
+        :class:``TestResponse``.
+
+    .. versionchanged:: 0.5
+        Added the ``use_cookies`` parameter.
+    """
+
+    def __init__(
+        self,
+        application: "WSGIApplication",
+        response_wrapper: t.Optional[t.Type["Response"]] = None,
+        use_cookies: bool = True,
+        allow_subdomain_redirects: bool = False,
+    ) -> None:
+        self.application = application
+
+        if response_wrapper in {None, Response}:
+            response_wrapper = TestResponse
+        elif not isinstance(response_wrapper, TestResponse):
+            response_wrapper = type(
+                "WrapperTestResponse",
+                (TestResponse, response_wrapper),  # type: ignore
+                {},
+            )
+
+        self.response_wrapper = t.cast(t.Type["TestResponse"], response_wrapper)
+
+        if use_cookies:
+            self.cookie_jar: t.Optional[_TestCookieJar] = _TestCookieJar()
+        else:
+            self.cookie_jar = None
+
+        self.allow_subdomain_redirects = allow_subdomain_redirects
+
+    def set_cookie(
+        self,
+        server_name: str,
+        key: str,
+        value: str = "",
+        max_age: t.Optional[t.Union[timedelta, int]] = None,
+        expires: t.Optional[t.Union[str, datetime, int, float]] = None,
+        path: str = "/",
+        domain: t.Optional[str] = None,
+        secure: bool = False,
+        httponly: bool = False,
+        samesite: t.Optional[str] = None,
+        charset: str = "utf-8",
+    ) -> None:
+        """Sets a cookie in the client's cookie jar.  The server name
+        is required and has to match the one that is also passed to
+        the open call.
+        """
+        assert self.cookie_jar is not None, "cookies disabled"
+        header = dump_cookie(
+            key,
+            value,
+            max_age,
+            expires,
+            path,
+            domain,
+            secure,
+            httponly,
+            charset,
+            samesite=samesite,
+        )
+        environ = create_environ(path, base_url=f"http://{server_name}")
+        headers = [("Set-Cookie", header)]
+        self.cookie_jar.extract_wsgi(environ, headers)
+
+    def delete_cookie(
+        self,
+        server_name: str,
+        key: str,
+        path: str = "/",
+        domain: t.Optional[str] = None,
+        secure: bool = False,
+        httponly: bool = False,
+        samesite: t.Optional[str] = None,
+    ) -> None:
+        """Deletes a cookie in the test client."""
+        self.set_cookie(
+            server_name,
+            key,
+            expires=0,
+            max_age=0,
+            path=path,
+            domain=domain,
+            secure=secure,
+            httponly=httponly,
+            samesite=samesite,
+        )
+
+    def run_wsgi_app(
+        self, environ: "WSGIEnvironment", buffered: bool = False
+    ) -> t.Tuple[t.Iterable[bytes], str, Headers]:
+        """Runs the wrapped WSGI app with the given environment.
+
+        :meta private:
+        """
+        if self.cookie_jar is not None:
+            self.cookie_jar.inject_wsgi(environ)
+
+        rv = run_wsgi_app(self.application, environ, buffered=buffered)
+
+        if self.cookie_jar is not None:
+            self.cookie_jar.extract_wsgi(environ, rv[2])
+
+        return rv
+
+    def resolve_redirect(
+        self, response: "TestResponse", buffered: bool = False
+    ) -> "TestResponse":
+        """Perform a new request to the location given by the redirect
+        response to the previous request.
+
+        :meta private:
+        """
+        scheme, netloc, path, qs, anchor = url_parse(response.location)
+        builder = EnvironBuilder.from_environ(
+            response.request.environ, path=path, query_string=qs
+        )
+
+        to_name_parts = netloc.split(":", 1)[0].split(".")
+        from_name_parts = builder.server_name.split(".")
+
+        if to_name_parts != [""]:
+            # The new location has a host, use it for the base URL.
+            builder.url_scheme = scheme
+            builder.host = netloc
+        else:
+            # A local redirect with autocorrect_location_header=False
+            # doesn't have a host, so use the request's host.
+            to_name_parts = from_name_parts
+
+        # Explain why a redirect to a different server name won't be followed.
+        if to_name_parts != from_name_parts:
+            if to_name_parts[-len(from_name_parts) :] == from_name_parts:
+                if not self.allow_subdomain_redirects:
+                    raise RuntimeError("Following subdomain redirects is not enabled.")
+            else:
+                raise RuntimeError("Following external redirects is not supported.")
+
+        path_parts = path.split("/")
+        root_parts = builder.script_root.split("/")
+
+        if path_parts[: len(root_parts)] == root_parts:
+            # Strip the script root from the path.
+            builder.path = path[len(builder.script_root) :]
+        else:
+            # The new location is not under the script root, so use the
+            # whole path and clear the previous root.
+            builder.path = path
+            builder.script_root = ""
+
+        # Only 307 and 308 preserve all of the original request.
+        if response.status_code not in {307, 308}:
+            # HEAD is preserved, everything else becomes GET.
+            if builder.method != "HEAD":
+                builder.method = "GET"
+
+            # Clear the body and the headers that describe it.
+
+            if builder.input_stream is not None:
+                builder.input_stream.close()
+                builder.input_stream = None
+
+            builder.content_type = None
+            builder.content_length = None
+            builder.headers.pop("Transfer-Encoding", None)
+
+        return self.open(builder, buffered=buffered)
+
+    def open(
+        self,
+        *args: t.Any,
+        buffered: bool = False,
+        follow_redirects: bool = False,
+        **kwargs: t.Any,
+    ) -> "TestResponse":
+        """Generate an environ dict from the given arguments, make a
+        request to the application using it, and return the response.
+
+        :param args: Passed to :class:`EnvironBuilder` to create the
+            environ for the request. If a single arg is passed, it can
+            be an existing :class:`EnvironBuilder` or an environ dict.
+        :param buffered: Convert the iterator returned by the app into
+            a list. If the iterator has a ``close()`` method, it is
+            called automatically.
+        :param follow_redirects: Make additional requests to follow HTTP
+            redirects until a non-redirect status is returned.
+            :attr:`TestResponse.history` lists the intermediate
+            responses.
+
+        .. versionchanged:: 2.1
+            Removed the ``as_tuple`` parameter.
+
+        .. versionchanged:: 2.0
+            ``as_tuple`` is deprecated and will be removed in Werkzeug
+            2.1. Use :attr:`TestResponse.request` and
+            ``request.environ`` instead.
+
+        .. versionchanged:: 2.0
+            The request input stream is closed when calling
+            ``response.close()``. Input streams for redirects are
+            automatically closed.
+
+        .. versionchanged:: 0.5
+            If a dict is provided as file in the dict for the ``data``
+            parameter the content type has to be called ``content_type``
+            instead of ``mimetype``. This change was made for
+            consistency with :class:`werkzeug.FileWrapper`.
+
+        .. versionchanged:: 0.5
+            Added the ``follow_redirects`` parameter.
+        """
+        request: t.Optional["Request"] = None
+
+        if not kwargs and len(args) == 1:
+            arg = args[0]
+
+            if isinstance(arg, EnvironBuilder):
+                request = arg.get_request()
+            elif isinstance(arg, dict):
+                request = EnvironBuilder.from_environ(arg).get_request()
+            elif isinstance(arg, Request):
+                request = arg
+
+        if request is None:
+            builder = EnvironBuilder(*args, **kwargs)
+
+            try:
+                request = builder.get_request()
+            finally:
+                builder.close()
+
+        response = self.run_wsgi_app(request.environ, buffered=buffered)
+        response = self.response_wrapper(*response, request=request)
+
+        redirects = set()
+        history: t.List["TestResponse"] = []
+
+        if not follow_redirects:
+            return response
+
+        while response.status_code in {
+            301,
+            302,
+            303,
+            305,
+            307,
+            308,
+        }:
+            # Exhaust intermediate response bodies to ensure middleware
+            # that returns an iterator runs any cleanup code.
+            if not buffered:
+                response.make_sequence()
+                response.close()
+
+            new_redirect_entry = (response.location, response.status_code)
+
+            if new_redirect_entry in redirects:
+                raise ClientRedirectError(
+                    f"Loop detected: A {response.status_code} redirect"
+                    f" to {response.location} was already made."
+                )
+
+            redirects.add(new_redirect_entry)
+            response.history = tuple(history)
+            history.append(response)
+            response = self.resolve_redirect(response, buffered=buffered)
+        else:
+            # This is the final request after redirects.
+            response.history = tuple(history)
+            # Close the input stream when closing the response, in case
+            # the input is an open temporary file.
+            response.call_on_close(request.input_stream.close)
+            return response
+
+    def get(self, *args: t.Any, **kw: t.Any) -> "TestResponse":
+        """Call :meth:`open` with ``method`` set to ``GET``."""
+        kw["method"] = "GET"
+        return self.open(*args, **kw)
+
+    def post(self, *args: t.Any, **kw: t.Any) -> "TestResponse":
+        """Call :meth:`open` with ``method`` set to ``POST``."""
+        kw["method"] = "POST"
+        return self.open(*args, **kw)
+
+    def put(self, *args: t.Any, **kw: t.Any) -> "TestResponse":
+        """Call :meth:`open` with ``method`` set to ``PUT``."""
+        kw["method"] = "PUT"
+        return self.open(*args, **kw)
+
+    def delete(self, *args: t.Any, **kw: t.Any) -> "TestResponse":
+        """Call :meth:`open` with ``method`` set to ``DELETE``."""
+        kw["method"] = "DELETE"
+        return self.open(*args, **kw)
+
+    def patch(self, *args: t.Any, **kw: t.Any) -> "TestResponse":
+        """Call :meth:`open` with ``method`` set to ``PATCH``."""
+        kw["method"] = "PATCH"
+        return self.open(*args, **kw)
+
+    def options(self, *args: t.Any, **kw: t.Any) -> "TestResponse":
+        """Call :meth:`open` with ``method`` set to ``OPTIONS``."""
+        kw["method"] = "OPTIONS"
+        return self.open(*args, **kw)
+
+    def head(self, *args: t.Any, **kw: t.Any) -> "TestResponse":
+        """Call :meth:`open` with ``method`` set to ``HEAD``."""
+        kw["method"] = "HEAD"
+        return self.open(*args, **kw)
+
+    def trace(self, *args: t.Any, **kw: t.Any) -> "TestResponse":
+        """Call :meth:`open` with ``method`` set to ``TRACE``."""
+        kw["method"] = "TRACE"
+        return self.open(*args, **kw)
+
+    def __repr__(self) -> str:
+        return f"<{type(self).__name__} {self.application!r}>"
+
+
+def create_environ(*args: t.Any, **kwargs: t.Any) -> "WSGIEnvironment":
+    """Create a new WSGI environ dict based on the values passed.  The first
+    parameter should be the path of the request which defaults to '/'.  The
+    second one can either be an absolute path (in that case the host is
+    localhost:80) or a full path to the request with scheme, netloc port and
+    the path to the script.
+
+    This accepts the same arguments as the :class:`EnvironBuilder`
+    constructor.
+
+    .. versionchanged:: 0.5
+       This function is now a thin wrapper over :class:`EnvironBuilder` which
+       was added in 0.5.  The `headers`, `environ_base`, `environ_overrides`
+       and `charset` parameters were added.
+    """
+    builder = EnvironBuilder(*args, **kwargs)
+
+    try:
+        return builder.get_environ()
+    finally:
+        builder.close()
+
+
+def run_wsgi_app(
+    app: "WSGIApplication", environ: "WSGIEnvironment", buffered: bool = False
+) -> t.Tuple[t.Iterable[bytes], str, Headers]:
+    """Return a tuple in the form (app_iter, status, headers) of the
+    application output.  This works best if you pass it an application that
+    returns an iterator all the time.
+
+    Sometimes applications may use the `write()` callable returned
+    by the `start_response` function.  This tries to resolve such edge
+    cases automatically.  But if you don't get the expected output you
+    should set `buffered` to `True` which enforces buffering.
+
+    If passed an invalid WSGI application the behavior of this function is
+    undefined.  Never pass non-conforming WSGI applications to this function.
+
+    :param app: the application to execute.
+    :param buffered: set to `True` to enforce buffering.
+    :return: tuple in the form ``(app_iter, status, headers)``
+    """
+    # Copy environ to ensure any mutations by the app (ProxyFix, for
+    # example) don't affect subsequent requests (such as redirects).
+    environ = _get_environ(environ).copy()
+    status: str
+    response: t.Optional[t.Tuple[str, t.List[t.Tuple[str, str]]]] = None
+    buffer: t.List[bytes] = []
+
+    def start_response(status, headers, exc_info=None):  # type: ignore
+        nonlocal response
+
+        if exc_info:
+            try:
+                raise exc_info[1].with_traceback(exc_info[2])
+            finally:
+                exc_info = None
+
+        response = (status, headers)
+        return buffer.append
+
+    app_rv = app(environ, start_response)
+    close_func = getattr(app_rv, "close", None)
+    app_iter: t.Iterable[bytes] = iter(app_rv)
+
+    # when buffering we emit the close call early and convert the
+    # application iterator into a regular list
+    if buffered:
+        try:
+            app_iter = list(app_iter)
+        finally:
+            if close_func is not None:
+                close_func()
+
+    # otherwise we iterate the application iter until we have a response, chain
+    # the already received data with the already collected data and wrap it in
+    # a new `ClosingIterator` if we need to restore a `close` callable from the
+    # original return value.
+    else:
+        for item in app_iter:
+            buffer.append(item)
+
+            if response is not None:
+                break
+
+        if buffer:
+            app_iter = chain(buffer, app_iter)
+
+        if close_func is not None and app_iter is not app_rv:
+            app_iter = ClosingIterator(app_iter, close_func)
+
+    status, headers = response  # type: ignore
+    return app_iter, status, Headers(headers)
+
+
+class TestResponse(Response):
+    """:class:`~werkzeug.wrappers.Response` subclass that provides extra
+    information about requests made with the test :class:`Client`.
+
+    Test client requests will always return an instance of this class.
+    If a custom response class is passed to the client, it is
+    subclassed along with this to support test information.
+
+    If the test request included large files, or if the application is
+    serving a file, call :meth:`close` to close any open files and
+    prevent Python showing a ``ResourceWarning``.
+
+    .. versionchanged:: 2.2
+        Set the ``default_mimetype`` to None to prevent a mimetype being
+        assumed if missing.
+
+    .. versionchanged:: 2.1
+        Removed deprecated behavior for treating the response instance
+        as a tuple.
+
+    .. versionadded:: 2.0
+        Test client methods always return instances of this class.
+    """
+
+    default_mimetype = None
+    # Don't assume a mimetype, instead use whatever the response provides
+
+    request: Request
+    """A request object with the environ used to make the request that
+    resulted in this response.
+    """
+
+    history: t.Tuple["TestResponse", ...]
+    """A list of intermediate responses. Populated when the test request
+    is made with ``follow_redirects`` enabled.
+    """
+
+    # Tell Pytest to ignore this, it's not a test class.
+    __test__ = False
+
+    def __init__(
+        self,
+        response: t.Iterable[bytes],
+        status: str,
+        headers: Headers,
+        request: Request,
+        history: t.Tuple["TestResponse"] = (),  # type: ignore
+        **kwargs: t.Any,
+    ) -> None:
+        super().__init__(response, status, headers, **kwargs)
+        self.request = request
+        self.history = history
+        self._compat_tuple = response, status, headers
+
+    @cached_property
+    def text(self) -> str:
+        """The response data as text. A shortcut for
+        ``response.get_data(as_text=True)``.
+
+        .. versionadded:: 2.1
+        """
+        return self.get_data(as_text=True)
diff --git a/venv/lib/python3.8/site-packages/werkzeug/testapp.py b/venv/lib/python3.8/site-packages/werkzeug/testapp.py
new file mode 100644
index 0000000..0d7ffbb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/testapp.py
@@ -0,0 +1,241 @@
+"""A small application that can be used to test a WSGI server and check
+it for WSGI compliance.
+"""
+import base64
+import os
+import sys
+import typing as t
+from textwrap import wrap
+
+from markupsafe import escape
+
+from . import __version__ as _werkzeug_version
+from .wrappers.request import Request
+from .wrappers.response import Response
+
+if t.TYPE_CHECKING:
+    from _typeshed.wsgi import StartResponse
+    from _typeshed.wsgi import WSGIEnvironment
+
+
+logo = Response(
+    base64.b64decode(
+        """
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+kiIzwKucd0wsEHlLpe5yHXuc6FrNelOl7pY2+11kTWx7VpRu97dXA3DO1vbkhcb4zyvERYajQgAADs
+="""
+    ),
+    mimetype="image/png",
+)
+
+
+TEMPLATE = """\
+<!doctype html>
+<html lang=en>
+<title>WSGI Information</title>
+<style type="text/css">
+  @import url(https://fonts.googleapis.com/css?family=Ubuntu);
+
+  body       { font-family: 'Lucida Grande', 'Lucida Sans Unicode', 'Geneva',
+               'Verdana', sans-serif; background-color: white; color: #000;
+               font-size: 15px; text-align: center; }
+  #logo      { float: right; padding: 0 0 10px 10px; }
+  div.box    { text-align: left; width: 45em; margin: auto; padding: 50px 0;
+               background-color: white; }
+  h1, h2     { font-family: 'Ubuntu', 'Lucida Grande', 'Lucida Sans Unicode',
+               'Geneva', 'Verdana', sans-serif; font-weight: normal; }
+  h1         { margin: 0 0 30px 0; }
+  h2         { font-size: 1.4em; margin: 1em 0 0.5em 0; }
+  table      { width: 100%%; border-collapse: collapse; border: 1px solid #AFC5C9 }
+  table th   { background-color: #AFC1C4; color: white; font-size: 0.72em;
+               font-weight: normal; width: 18em; vertical-align: top;
+               padding: 0.5em 0 0.1em 0.5em; }
+  table td   { border: 1px solid #AFC5C9; padding: 0.1em 0 0.1em 0.5em; }
+  code       { font-family: 'Consolas', 'Monaco', 'Bitstream Vera Sans Mono',
+               monospace; font-size: 0.7em; }
+  ul li      { line-height: 1.5em; }
+  ul.path    { font-size: 0.7em; margin: 0 -30px; padding: 8px 30px;
+               list-style: none; background: #E8EFF0; }
+  ul.path li { line-height: 1.6em; }
+  li.virtual { color: #999; text-decoration: underline; }
+  li.exp     { background: white; }
+</style>
+<div class="box">
+  <img src="?resource=logo" id="logo" alt="[The Werkzeug Logo]" />
+  <h1>WSGI Information</h1>
+  <p>
+    This page displays all available information about the WSGI server and
+    the underlying Python interpreter.
+  <h2 id="python-interpreter">Python Interpreter</h2>
+  <table>
+    <tr>
+      <th>Python Version
+      <td>%(python_version)s
+    <tr>
+      <th>Platform
+      <td>%(platform)s [%(os)s]
+    <tr>
+      <th>API Version
+      <td>%(api_version)s
+    <tr>
+      <th>Byteorder
+      <td>%(byteorder)s
+    <tr>
+      <th>Werkzeug Version
+      <td>%(werkzeug_version)s
+  </table>
+  <h2 id="wsgi-environment">WSGI Environment</h2>
+  <table>%(wsgi_env)s</table>
+  <h2 id="installed-eggs">Installed Eggs</h2>
+  <p>
+    The following python packages were installed on the system as
+    Python eggs:
+  <ul>%(python_eggs)s</ul>
+  <h2 id="sys-path">System Path</h2>
+  <p>
+    The following paths are the current contents of the load path.  The
+    following entries are looked up for Python packages.  Note that not
+    all items in this path are folders.  Gray and underlined items are
+    entries pointing to invalid resources or used by custom import hooks
+    such as the zip importer.
+  <p>
+    Items with a bright background were expanded for display from a relative
+    path.  If you encounter such paths in the output you might want to check
+    your setup as relative paths are usually problematic in multithreaded
+    environments.
+  <ul class="path">%(sys_path)s</ul>
+</div>
+"""
+
+
+def iter_sys_path() -> t.Iterator[t.Tuple[str, bool, bool]]:
+    if os.name == "posix":
+
+        def strip(x: str) -> str:
+            prefix = os.path.expanduser("~")
+            if x.startswith(prefix):
+                x = f"~{x[len(prefix) :]}"
+            return x
+
+    else:
+
+        def strip(x: str) -> str:
+            return x
+
+    cwd = os.path.abspath(os.getcwd())
+    for item in sys.path:
+        path = os.path.join(cwd, item or os.path.curdir)
+        yield strip(os.path.normpath(path)), not os.path.isdir(path), path != item
+
+
+def render_testapp(req: Request) -> bytes:
+    try:
+        import pkg_resources
+    except ImportError:
+        eggs: t.Iterable[t.Any] = ()
+    else:
+        eggs = sorted(
+            pkg_resources.working_set,
+            key=lambda x: x.project_name.lower(),  # type: ignore
+        )
+    python_eggs = []
+    for egg in eggs:
+        try:
+            version = egg.version
+        except (ValueError, AttributeError):
+            version = "unknown"
+        python_eggs.append(
+            f"<li>{escape(egg.project_name)} <small>[{escape(version)}]</small>"
+        )
+
+    wsgi_env = []
+    sorted_environ = sorted(req.environ.items(), key=lambda x: repr(x[0]).lower())
+    for key, value in sorted_environ:
+        value = "".join(wrap(str(escape(repr(value)))))
+        wsgi_env.append(f"<tr><th>{escape(key)}<td><code>{value}</code>")
+
+    sys_path = []
+    for item, virtual, expanded in iter_sys_path():
+        class_ = []
+        if virtual:
+            class_.append("virtual")
+        if expanded:
+            class_.append("exp")
+        class_ = f' class="{" ".join(class_)}"' if class_ else ""
+        sys_path.append(f"<li{class_}>{escape(item)}")
+
+    return (
+        TEMPLATE
+        % {
+            "python_version": "<br>".join(escape(sys.version).splitlines()),
+            "platform": escape(sys.platform),
+            "os": escape(os.name),
+            "api_version": sys.api_version,
+            "byteorder": sys.byteorder,
+            "werkzeug_version": _werkzeug_version,
+            "python_eggs": "\n".join(python_eggs),
+            "wsgi_env": "\n".join(wsgi_env),
+            "sys_path": "\n".join(sys_path),
+        }
+    ).encode("utf-8")
+
+
+def test_app(
+    environ: "WSGIEnvironment", start_response: "StartResponse"
+) -> t.Iterable[bytes]:
+    """Simple test application that dumps the environment.  You can use
+    it to check if Werkzeug is working properly:
+
+    .. sourcecode:: pycon
+
+        >>> from werkzeug.serving import run_simple
+        >>> from werkzeug.testapp import test_app
+        >>> run_simple('localhost', 3000, test_app)
+         * Running on http://localhost:3000/
+
+    The application displays important information from the WSGI environment,
+    the Python interpreter and the installed libraries.
+    """
+    req = Request(environ, populate_request=False)
+    if req.args.get("resource") == "logo":
+        response = logo
+    else:
+        response = Response(render_testapp(req), mimetype="text/html")
+    return response(environ, start_response)
+
+
+if __name__ == "__main__":
+    from .serving import run_simple
+
+    run_simple("localhost", 5000, test_app, use_reloader=True)
diff --git a/venv/lib/python3.8/site-packages/werkzeug/urls.py b/venv/lib/python3.8/site-packages/werkzeug/urls.py
new file mode 120000
index 0000000..3c23477
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/urls.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/43/d4/a2/f9e561ef2c64debc24cebc06466d78e855d55e083d9413f79341d47d53
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/werkzeug/user_agent.py b/venv/lib/python3.8/site-packages/werkzeug/user_agent.py
new file mode 120000
index 0000000..0a0549f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/user_agent.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/59/c9/59/869be02eeacc178e61b22a126d2ef91f565be2231018a377ff2676a0aa
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/werkzeug/utils.py b/venv/lib/python3.8/site-packages/werkzeug/utils.py
new file mode 100644
index 0000000..672e6e5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/utils.py
@@ -0,0 +1,705 @@
+import io
+import mimetypes
+import os
+import pkgutil
+import re
+import sys
+import typing as t
+import unicodedata
+from datetime import datetime
+from time import time
+from zlib import adler32
+
+from markupsafe import escape
+
+from ._internal import _DictAccessorProperty
+from ._internal import _missing
+from ._internal import _TAccessorValue
+from .datastructures import Headers
+from .exceptions import NotFound
+from .exceptions import RequestedRangeNotSatisfiable
+from .security import safe_join
+from .urls import url_quote
+from .wsgi import wrap_file
+
+if t.TYPE_CHECKING:
+    from _typeshed.wsgi import WSGIEnvironment
+    from .wrappers.request import Request
+    from .wrappers.response import Response
+
+_T = t.TypeVar("_T")
+
+_entity_re = re.compile(r"&([^;]+);")
+_filename_ascii_strip_re = re.compile(r"[^A-Za-z0-9_.-]")
+_windows_device_files = (
+    "CON",
+    "AUX",
+    "COM1",
+    "COM2",
+    "COM3",
+    "COM4",
+    "LPT1",
+    "LPT2",
+    "LPT3",
+    "PRN",
+    "NUL",
+)
+
+
+class cached_property(property, t.Generic[_T]):
+    """A :func:`property` that is only evaluated once. Subsequent access
+    returns the cached value. Setting the property sets the cached
+    value. Deleting the property clears the cached value, accessing it
+    again will evaluate it again.
+
+    .. code-block:: python
+
+        class Example:
+            @cached_property
+            def value(self):
+                # calculate something important here
+                return 42
+
+        e = Example()
+        e.value  # evaluates
+        e.value  # uses cache
+        e.value = 16  # sets cache
+        del e.value  # clears cache
+
+    If the class defines ``__slots__``, it must add ``_cache_{name}`` as
+    a slot. Alternatively, it can add ``__dict__``, but that's usually
+    not desirable.
+
+    .. versionchanged:: 2.1
+        Works with ``__slots__``.
+
+    .. versionchanged:: 2.0
+        ``del obj.name`` clears the cached value.
+    """
+
+    def __init__(
+        self,
+        fget: t.Callable[[t.Any], _T],
+        name: t.Optional[str] = None,
+        doc: t.Optional[str] = None,
+    ) -> None:
+        super().__init__(fget, doc=doc)
+        self.__name__ = name or fget.__name__
+        self.slot_name = f"_cache_{self.__name__}"
+        self.__module__ = fget.__module__
+
+    def __set__(self, obj: object, value: _T) -> None:
+        if hasattr(obj, "__dict__"):
+            obj.__dict__[self.__name__] = value
+        else:
+            setattr(obj, self.slot_name, value)
+
+    def __get__(self, obj: object, type: type = None) -> _T:  # type: ignore
+        if obj is None:
+            return self  # type: ignore
+
+        obj_dict = getattr(obj, "__dict__", None)
+
+        if obj_dict is not None:
+            value: _T = obj_dict.get(self.__name__, _missing)
+        else:
+            value = getattr(obj, self.slot_name, _missing)  # type: ignore[arg-type]
+
+        if value is _missing:
+            value = self.fget(obj)  # type: ignore
+
+            if obj_dict is not None:
+                obj.__dict__[self.__name__] = value
+            else:
+                setattr(obj, self.slot_name, value)
+
+        return value
+
+    def __delete__(self, obj: object) -> None:
+        if hasattr(obj, "__dict__"):
+            del obj.__dict__[self.__name__]
+        else:
+            setattr(obj, self.slot_name, _missing)
+
+
+class environ_property(_DictAccessorProperty[_TAccessorValue]):
+    """Maps request attributes to environment variables. This works not only
+    for the Werkzeug request object, but also any other class with an
+    environ attribute:
+
+    >>> class Test(object):
+    ...     environ = {'key': 'value'}
+    ...     test = environ_property('key')
+    >>> var = Test()
+    >>> var.test
+    'value'
+
+    If you pass it a second value it's used as default if the key does not
+    exist, the third one can be a converter that takes a value and converts
+    it.  If it raises :exc:`ValueError` or :exc:`TypeError` the default value
+    is used. If no default value is provided `None` is used.
+
+    Per default the property is read only.  You have to explicitly enable it
+    by passing ``read_only=False`` to the constructor.
+    """
+
+    read_only = True
+
+    def lookup(self, obj: "Request") -> "WSGIEnvironment":
+        return obj.environ
+
+
+class header_property(_DictAccessorProperty[_TAccessorValue]):
+    """Like `environ_property` but for headers."""
+
+    def lookup(self, obj: t.Union["Request", "Response"]) -> Headers:
+        return obj.headers
+
+
+# https://cgit.freedesktop.org/xdg/shared-mime-info/tree/freedesktop.org.xml.in
+# https://www.iana.org/assignments/media-types/media-types.xhtml
+# Types listed in the XDG mime info that have a charset in the IANA registration.
+_charset_mimetypes = {
+    "application/ecmascript",
+    "application/javascript",
+    "application/sql",
+    "application/xml",
+    "application/xml-dtd",
+    "application/xml-external-parsed-entity",
+}
+
+
+def get_content_type(mimetype: str, charset: str) -> str:
+    """Returns the full content type string with charset for a mimetype.
+
+    If the mimetype represents text, the charset parameter will be
+    appended, otherwise the mimetype is returned unchanged.
+
+    :param mimetype: The mimetype to be used as content type.
+    :param charset: The charset to be appended for text mimetypes.
+    :return: The content type.
+
+    .. versionchanged:: 0.15
+        Any type that ends with ``+xml`` gets a charset, not just those
+        that start with ``application/``. Known text types such as
+        ``application/javascript`` are also given charsets.
+    """
+    if (
+        mimetype.startswith("text/")
+        or mimetype in _charset_mimetypes
+        or mimetype.endswith("+xml")
+    ):
+        mimetype += f"; charset={charset}"
+
+    return mimetype
+
+
+def secure_filename(filename: str) -> str:
+    r"""Pass it a filename and it will return a secure version of it.  This
+    filename can then safely be stored on a regular file system and passed
+    to :func:`os.path.join`.  The filename returned is an ASCII only string
+    for maximum portability.
+
+    On windows systems the function also makes sure that the file is not
+    named after one of the special device files.
+
+    >>> secure_filename("My cool movie.mov")
+    'My_cool_movie.mov'
+    >>> secure_filename("../../../etc/passwd")
+    'etc_passwd'
+    >>> secure_filename('i contain cool \xfcml\xe4uts.txt')
+    'i_contain_cool_umlauts.txt'
+
+    The function might return an empty filename.  It's your responsibility
+    to ensure that the filename is unique and that you abort or
+    generate a random filename if the function returned an empty one.
+
+    .. versionadded:: 0.5
+
+    :param filename: the filename to secure
+    """
+    filename = unicodedata.normalize("NFKD", filename)
+    filename = filename.encode("ascii", "ignore").decode("ascii")
+
+    for sep in os.path.sep, os.path.altsep:
+        if sep:
+            filename = filename.replace(sep, " ")
+    filename = str(_filename_ascii_strip_re.sub("", "_".join(filename.split()))).strip(
+        "._"
+    )
+
+    # on nt a couple of special files are present in each folder.  We
+    # have to ensure that the target file is not such a filename.  In
+    # this case we prepend an underline
+    if (
+        os.name == "nt"
+        and filename
+        and filename.split(".")[0].upper() in _windows_device_files
+    ):
+        filename = f"_{filename}"
+
+    return filename
+
+
+def redirect(
+    location: str, code: int = 302, Response: t.Optional[t.Type["Response"]] = None
+) -> "Response":
+    """Returns a response object (a WSGI application) that, if called,
+    redirects the client to the target location. Supported codes are
+    301, 302, 303, 305, 307, and 308. 300 is not supported because
+    it's not a real redirect and 304 because it's the answer for a
+    request with a request with defined If-Modified-Since headers.
+
+    .. versionadded:: 0.6
+       The location can now be a unicode string that is encoded using
+       the :func:`iri_to_uri` function.
+
+    .. versionadded:: 0.10
+        The class used for the Response object can now be passed in.
+
+    :param location: the location the response should redirect to.
+    :param code: the redirect status code. defaults to 302.
+    :param class Response: a Response class to use when instantiating a
+        response. The default is :class:`werkzeug.wrappers.Response` if
+        unspecified.
+    """
+    if Response is None:
+        from .wrappers import Response  # type: ignore
+
+    display_location = escape(location)
+    if isinstance(location, str):
+        # Safe conversion is necessary here as we might redirect
+        # to a broken URI scheme (for instance itms-services).
+        from .urls import iri_to_uri
+
+        location = iri_to_uri(location, safe_conversion=True)
+
+    response = Response(  # type: ignore
+        "<!doctype html>\n"
+        "<html lang=en>\n"
+        "<title>Redirecting...</title>\n"
+        "<h1>Redirecting...</h1>\n"
+        "<p>You should be redirected automatically to the target URL: "
+        f'<a href="{escape(location)}">{display_location}</a>. If'
+        " not, click the link.\n",
+        code,
+        mimetype="text/html",
+    )
+    response.headers["Location"] = location
+    return response
+
+
+def append_slash_redirect(environ: "WSGIEnvironment", code: int = 308) -> "Response":
+    """Redirect to the current URL with a slash appended.
+
+    If the current URL is ``/user/42``, the redirect URL will be
+    ``42/``. When joined to the current URL during response
+    processing or by the browser, this will produce ``/user/42/``.
+
+    The behavior is undefined if the path ends with a slash already. If
+    called unconditionally on a URL, it may produce a redirect loop.
+
+    :param environ: Use the path and query from this WSGI environment
+        to produce the redirect URL.
+    :param code: the status code for the redirect.
+
+    .. versionchanged:: 2.1
+        Produce a relative URL that only modifies the last segment.
+        Relevant when the current path has multiple segments.
+
+    .. versionchanged:: 2.1
+        The default status code is 308 instead of 301. This preserves
+        the request method and body.
+    """
+    tail = environ["PATH_INFO"].rpartition("/")[2]
+
+    if not tail:
+        new_path = "./"
+    else:
+        new_path = f"{tail}/"
+
+    query_string = environ.get("QUERY_STRING")
+
+    if query_string:
+        new_path = f"{new_path}?{query_string}"
+
+    return redirect(new_path, code)
+
+
+def send_file(
+    path_or_file: t.Union[os.PathLike, str, t.IO[bytes]],
+    environ: "WSGIEnvironment",
+    mimetype: t.Optional[str] = None,
+    as_attachment: bool = False,
+    download_name: t.Optional[str] = None,
+    conditional: bool = True,
+    etag: t.Union[bool, str] = True,
+    last_modified: t.Optional[t.Union[datetime, int, float]] = None,
+    max_age: t.Optional[
+        t.Union[int, t.Callable[[t.Optional[str]], t.Optional[int]]]
+    ] = None,
+    use_x_sendfile: bool = False,
+    response_class: t.Optional[t.Type["Response"]] = None,
+    _root_path: t.Optional[t.Union[os.PathLike, str]] = None,
+) -> "Response":
+    """Send the contents of a file to the client.
+
+    The first argument can be a file path or a file-like object. Paths
+    are preferred in most cases because Werkzeug can manage the file and
+    get extra information from the path. Passing a file-like object
+    requires that the file is opened in binary mode, and is mostly
+    useful when building a file in memory with :class:`io.BytesIO`.
+
+    Never pass file paths provided by a user. The path is assumed to be
+    trusted, so a user could craft a path to access a file you didn't
+    intend.
+
+    If the WSGI server sets a ``file_wrapper`` in ``environ``, it is
+    used, otherwise Werkzeug's built-in wrapper is used. Alternatively,
+    if the HTTP server supports ``X-Sendfile``, ``use_x_sendfile=True``
+    will tell the server to send the given path, which is much more
+    efficient than reading it in Python.
+
+    :param path_or_file: The path to the file to send, relative to the
+        current working directory if a relative path is given.
+        Alternatively, a file-like object opened in binary mode. Make
+        sure the file pointer is seeked to the start of the data.
+    :param environ: The WSGI environ for the current request.
+    :param mimetype: The MIME type to send for the file. If not
+        provided, it will try to detect it from the file name.
+    :param as_attachment: Indicate to a browser that it should offer to
+        save the file instead of displaying it.
+    :param download_name: The default name browsers will use when saving
+        the file. Defaults to the passed file name.
+    :param conditional: Enable conditional and range responses based on
+        request headers. Requires passing a file path and ``environ``.
+    :param etag: Calculate an ETag for the file, which requires passing
+        a file path. Can also be a string to use instead.
+    :param last_modified: The last modified time to send for the file,
+        in seconds. If not provided, it will try to detect it from the
+        file path.
+    :param max_age: How long the client should cache the file, in
+        seconds. If set, ``Cache-Control`` will be ``public``, otherwise
+        it will be ``no-cache`` to prefer conditional caching.
+    :param use_x_sendfile: Set the ``X-Sendfile`` header to let the
+        server to efficiently send the file. Requires support from the
+        HTTP server. Requires passing a file path.
+    :param response_class: Build the response using this class. Defaults
+        to :class:`~werkzeug.wrappers.Response`.
+    :param _root_path: Do not use. For internal use only. Use
+        :func:`send_from_directory` to safely send files under a path.
+
+    .. versionchanged:: 2.0.2
+        ``send_file`` only sets a detected ``Content-Encoding`` if
+        ``as_attachment`` is disabled.
+
+    .. versionadded:: 2.0
+        Adapted from Flask's implementation.
+
+    .. versionchanged:: 2.0
+        ``download_name`` replaces Flask's ``attachment_filename``
+         parameter. If ``as_attachment=False``, it is passed with
+         ``Content-Disposition: inline`` instead.
+
+    .. versionchanged:: 2.0
+        ``max_age`` replaces Flask's ``cache_timeout`` parameter.
+        ``conditional`` is enabled and ``max_age`` is not set by
+        default.
+
+    .. versionchanged:: 2.0
+        ``etag`` replaces Flask's ``add_etags`` parameter. It can be a
+        string to use instead of generating one.
+
+    .. versionchanged:: 2.0
+        If an encoding is returned when guessing ``mimetype`` from
+        ``download_name``, set the ``Content-Encoding`` header.
+    """
+    if response_class is None:
+        from .wrappers import Response
+
+        response_class = Response
+
+    path: t.Optional[str] = None
+    file: t.Optional[t.IO[bytes]] = None
+    size: t.Optional[int] = None
+    mtime: t.Optional[float] = None
+    headers = Headers()
+
+    if isinstance(path_or_file, (os.PathLike, str)) or hasattr(
+        path_or_file, "__fspath__"
+    ):
+        path_or_file = t.cast(t.Union[os.PathLike, str], path_or_file)
+
+        # Flask will pass app.root_path, allowing its send_file wrapper
+        # to not have to deal with paths.
+        if _root_path is not None:
+            path = os.path.join(_root_path, path_or_file)
+        else:
+            path = os.path.abspath(path_or_file)
+
+        stat = os.stat(path)
+        size = stat.st_size
+        mtime = stat.st_mtime
+    else:
+        file = path_or_file
+
+    if download_name is None and path is not None:
+        download_name = os.path.basename(path)
+
+    if mimetype is None:
+        if download_name is None:
+            raise TypeError(
+                "Unable to detect the MIME type because a file name is"
+                " not available. Either set 'download_name', pass a"
+                " path instead of a file, or set 'mimetype'."
+            )
+
+        mimetype, encoding = mimetypes.guess_type(download_name)
+
+        if mimetype is None:
+            mimetype = "application/octet-stream"
+
+        # Don't send encoding for attachments, it causes browsers to
+        # save decompress tar.gz files.
+        if encoding is not None and not as_attachment:
+            headers.set("Content-Encoding", encoding)
+
+    if download_name is not None:
+        try:
+            download_name.encode("ascii")
+        except UnicodeEncodeError:
+            simple = unicodedata.normalize("NFKD", download_name)
+            simple = simple.encode("ascii", "ignore").decode("ascii")
+            quoted = url_quote(download_name, safe="")
+            names = {"filename": simple, "filename*": f"UTF-8''{quoted}"}
+        else:
+            names = {"filename": download_name}
+
+        value = "attachment" if as_attachment else "inline"
+        headers.set("Content-Disposition", value, **names)
+    elif as_attachment:
+        raise TypeError(
+            "No name provided for attachment. Either set"
+            " 'download_name' or pass a path instead of a file."
+        )
+
+    if use_x_sendfile and path is not None:
+        headers["X-Sendfile"] = path
+        data = None
+    else:
+        if file is None:
+            file = open(path, "rb")  # type: ignore
+        elif isinstance(file, io.BytesIO):
+            size = file.getbuffer().nbytes
+        elif isinstance(file, io.TextIOBase):
+            raise ValueError("Files must be opened in binary mode or use BytesIO.")
+
+        data = wrap_file(environ, file)
+
+    rv = response_class(
+        data, mimetype=mimetype, headers=headers, direct_passthrough=True
+    )
+
+    if size is not None:
+        rv.content_length = size
+
+    if last_modified is not None:
+        rv.last_modified = last_modified  # type: ignore
+    elif mtime is not None:
+        rv.last_modified = mtime  # type: ignore
+
+    rv.cache_control.no_cache = True
+
+    # Flask will pass app.get_send_file_max_age, allowing its send_file
+    # wrapper to not have to deal with paths.
+    if callable(max_age):
+        max_age = max_age(path)
+
+    if max_age is not None:
+        if max_age > 0:
+            rv.cache_control.no_cache = None
+            rv.cache_control.public = True
+
+        rv.cache_control.max_age = max_age
+        rv.expires = int(time() + max_age)  # type: ignore
+
+    if isinstance(etag, str):
+        rv.set_etag(etag)
+    elif etag and path is not None:
+        check = adler32(path.encode("utf-8")) & 0xFFFFFFFF
+        rv.set_etag(f"{mtime}-{size}-{check}")
+
+    if conditional:
+        try:
+            rv = rv.make_conditional(environ, accept_ranges=True, complete_length=size)
+        except RequestedRangeNotSatisfiable:
+            if file is not None:
+                file.close()
+
+            raise
+
+        # Some x-sendfile implementations incorrectly ignore the 304
+        # status code and send the file anyway.
+        if rv.status_code == 304:
+            rv.headers.pop("x-sendfile", None)
+
+    return rv
+
+
+def send_from_directory(
+    directory: t.Union[os.PathLike, str],
+    path: t.Union[os.PathLike, str],
+    environ: "WSGIEnvironment",
+    **kwargs: t.Any,
+) -> "Response":
+    """Send a file from within a directory using :func:`send_file`.
+
+    This is a secure way to serve files from a folder, such as static
+    files or uploads. Uses :func:`~werkzeug.security.safe_join` to
+    ensure the path coming from the client is not maliciously crafted to
+    point outside the specified directory.
+
+    If the final path does not point to an existing regular file,
+    returns a 404 :exc:`~werkzeug.exceptions.NotFound` error.
+
+    :param directory: The directory that ``path`` must be located under.
+    :param path: The path to the file to send, relative to
+        ``directory``.
+    :param environ: The WSGI environ for the current request.
+    :param kwargs: Arguments to pass to :func:`send_file`.
+
+    .. versionadded:: 2.0
+        Adapted from Flask's implementation.
+    """
+    path = safe_join(os.fspath(directory), os.fspath(path))
+
+    if path is None:
+        raise NotFound()
+
+    # Flask will pass app.root_path, allowing its send_from_directory
+    # wrapper to not have to deal with paths.
+    if "_root_path" in kwargs:
+        path = os.path.join(kwargs["_root_path"], path)
+
+    try:
+        if not os.path.isfile(path):
+            raise NotFound()
+    except ValueError:
+        # path contains null byte on Python < 3.8
+        raise NotFound() from None
+
+    return send_file(path, environ, **kwargs)
+
+
+def import_string(import_name: str, silent: bool = False) -> t.Any:
+    """Imports an object based on a string.  This is useful if you want to
+    use import paths as endpoints or something similar.  An import path can
+    be specified either in dotted notation (``xml.sax.saxutils.escape``)
+    or with a colon as object delimiter (``xml.sax.saxutils:escape``).
+
+    If `silent` is True the return value will be `None` if the import fails.
+
+    :param import_name: the dotted name for the object to import.
+    :param silent: if set to `True` import errors are ignored and
+                   `None` is returned instead.
+    :return: imported object
+    """
+    import_name = import_name.replace(":", ".")
+    try:
+        try:
+            __import__(import_name)
+        except ImportError:
+            if "." not in import_name:
+                raise
+        else:
+            return sys.modules[import_name]
+
+        module_name, obj_name = import_name.rsplit(".", 1)
+        module = __import__(module_name, globals(), locals(), [obj_name])
+        try:
+            return getattr(module, obj_name)
+        except AttributeError as e:
+            raise ImportError(e) from None
+
+    except ImportError as e:
+        if not silent:
+            raise ImportStringError(import_name, e).with_traceback(
+                sys.exc_info()[2]
+            ) from None
+
+    return None
+
+
+def find_modules(
+    import_path: str, include_packages: bool = False, recursive: bool = False
+) -> t.Iterator[str]:
+    """Finds all the modules below a package.  This can be useful to
+    automatically import all views / controllers so that their metaclasses /
+    function decorators have a chance to register themselves on the
+    application.
+
+    Packages are not returned unless `include_packages` is `True`.  This can
+    also recursively list modules but in that case it will import all the
+    packages to get the correct load path of that module.
+
+    :param import_path: the dotted name for the package to find child modules.
+    :param include_packages: set to `True` if packages should be returned, too.
+    :param recursive: set to `True` if recursion should happen.
+    :return: generator
+    """
+    module = import_string(import_path)
+    path = getattr(module, "__path__", None)
+    if path is None:
+        raise ValueError(f"{import_path!r} is not a package")
+    basename = f"{module.__name__}."
+    for _importer, modname, ispkg in pkgutil.iter_modules(path):
+        modname = basename + modname
+        if ispkg:
+            if include_packages:
+                yield modname
+            if recursive:
+                yield from find_modules(modname, include_packages, True)
+        else:
+            yield modname
+
+
+class ImportStringError(ImportError):
+    """Provides information about a failed :func:`import_string` attempt."""
+
+    #: String in dotted notation that failed to be imported.
+    import_name: str
+    #: Wrapped exception.
+    exception: BaseException
+
+    def __init__(self, import_name: str, exception: BaseException) -> None:
+        self.import_name = import_name
+        self.exception = exception
+        msg = import_name
+        name = ""
+        tracked = []
+        for part in import_name.replace(":", ".").split("."):
+            name = f"{name}.{part}" if name else part
+            imported = import_string(name, silent=True)
+            if imported:
+                tracked.append((name, getattr(imported, "__file__", None)))
+            else:
+                track = [f"- {n!r} found in {i!r}." for n, i in tracked]
+                track.append(f"- {name!r} not found.")
+                track_str = "\n".join(track)
+                msg = (
+                    f"import_string() failed for {import_name!r}. Possible reasons"
+                    f" are:\n\n"
+                    "- missing __init__.py in a package;\n"
+                    "- package or module path not included in sys.path;\n"
+                    "- duplicated package or module name taking precedence in"
+                    " sys.path;\n"
+                    "- missing module, class, function or variable;\n\n"
+                    f"Debugged import:\n\n{track_str}\n\n"
+                    f"Original exception:\n\n{type(exception).__name__}: {exception}"
+                )
+                break
+
+        super().__init__(msg)
+
+    def __repr__(self) -> str:
+        return f"<{type(self).__name__}({self.import_name!r}, {self.exception!r})>"
diff --git a/venv/lib/python3.8/site-packages/werkzeug/wrappers/__init__.py b/venv/lib/python3.8/site-packages/werkzeug/wrappers/__init__.py
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+/home/runner/.cache/pip/pool/90/6c/8a/eeb3ae777a82c6597f8c5c96d7961aac9863d71b5d7f7a1cc7d661781f
\ No newline at end of file
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/51/0e/79/f4a9064b43e8e874c182f28c964d7f02c370e73b2dce6f28fdd46b7dd4
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@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/73/61/d4/5ebaede527fcf97101d5f517c66ea3a7b2eef34291d00fed6d016fc354
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diff --git a/venv/lib/python3.8/site-packages/werkzeug/wsgi.py b/venv/lib/python3.8/site-packages/werkzeug/wsgi.py
new file mode 100644
index 0000000..24ece0b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/werkzeug/wsgi.py
@@ -0,0 +1,1020 @@
+import io
+import re
+import typing as t
+import warnings
+from functools import partial
+from functools import update_wrapper
+from itertools import chain
+
+from ._internal import _make_encode_wrapper
+from ._internal import _to_bytes
+from ._internal import _to_str
+from .sansio import utils as _sansio_utils
+from .sansio.utils import host_is_trusted  # noqa: F401 # Imported as part of API
+from .urls import _URLTuple
+from .urls import uri_to_iri
+from .urls import url_join
+from .urls import url_parse
+from .urls import url_quote
+
+if t.TYPE_CHECKING:
+    from _typeshed.wsgi import WSGIApplication
+    from _typeshed.wsgi import WSGIEnvironment
+
+
+def responder(f: t.Callable[..., "WSGIApplication"]) -> "WSGIApplication":
+    """Marks a function as responder.  Decorate a function with it and it
+    will automatically call the return value as WSGI application.
+
+    Example::
+
+        @responder
+        def application(environ, start_response):
+            return Response('Hello World!')
+    """
+    return update_wrapper(lambda *a: f(*a)(*a[-2:]), f)
+
+
+def get_current_url(
+    environ: "WSGIEnvironment",
+    root_only: bool = False,
+    strip_querystring: bool = False,
+    host_only: bool = False,
+    trusted_hosts: t.Optional[t.Iterable[str]] = None,
+) -> str:
+    """Recreate the URL for a request from the parts in a WSGI
+    environment.
+
+    The URL is an IRI, not a URI, so it may contain Unicode characters.
+    Use :func:`~werkzeug.urls.iri_to_uri` to convert it to ASCII.
+
+    :param environ: The WSGI environment to get the URL parts from.
+    :param root_only: Only build the root path, don't include the
+        remaining path or query string.
+    :param strip_querystring: Don't include the query string.
+    :param host_only: Only build the scheme and host.
+    :param trusted_hosts: A list of trusted host names to validate the
+        host against.
+    """
+    parts = {
+        "scheme": environ["wsgi.url_scheme"],
+        "host": get_host(environ, trusted_hosts),
+    }
+
+    if not host_only:
+        parts["root_path"] = environ.get("SCRIPT_NAME", "")
+
+        if not root_only:
+            parts["path"] = environ.get("PATH_INFO", "")
+
+            if not strip_querystring:
+                parts["query_string"] = environ.get("QUERY_STRING", "").encode("latin1")
+
+    return _sansio_utils.get_current_url(**parts)
+
+
+def _get_server(
+    environ: "WSGIEnvironment",
+) -> t.Optional[t.Tuple[str, t.Optional[int]]]:
+    name = environ.get("SERVER_NAME")
+
+    if name is None:
+        return None
+
+    try:
+        port: t.Optional[int] = int(environ.get("SERVER_PORT", None))
+    except (TypeError, ValueError):
+        # unix socket
+        port = None
+
+    return name, port
+
+
+def get_host(
+    environ: "WSGIEnvironment", trusted_hosts: t.Optional[t.Iterable[str]] = None
+) -> str:
+    """Return the host for the given WSGI environment.
+
+    The ``Host`` header is preferred, then ``SERVER_NAME`` if it's not
+    set. The returned host will only contain the port if it is different
+    than the standard port for the protocol.
+
+    Optionally, verify that the host is trusted using
+    :func:`host_is_trusted` and raise a
+    :exc:`~werkzeug.exceptions.SecurityError` if it is not.
+
+    :param environ: A WSGI environment dict.
+    :param trusted_hosts: A list of trusted host names.
+
+    :return: Host, with port if necessary.
+    :raise ~werkzeug.exceptions.SecurityError: If the host is not
+        trusted.
+    """
+    return _sansio_utils.get_host(
+        environ["wsgi.url_scheme"],
+        environ.get("HTTP_HOST"),
+        _get_server(environ),
+        trusted_hosts,
+    )
+
+
+def get_content_length(environ: "WSGIEnvironment") -> t.Optional[int]:
+    """Returns the content length from the WSGI environment as
+    integer. If it's not available or chunked transfer encoding is used,
+    ``None`` is returned.
+
+    .. versionadded:: 0.9
+
+    :param environ: the WSGI environ to fetch the content length from.
+    """
+    return _sansio_utils.get_content_length(
+        http_content_length=environ.get("CONTENT_LENGTH"),
+        http_transfer_encoding=environ.get("HTTP_TRANSFER_ENCODING", ""),
+    )
+
+
+def get_input_stream(
+    environ: "WSGIEnvironment", safe_fallback: bool = True
+) -> t.IO[bytes]:
+    """Returns the input stream from the WSGI environment and wraps it
+    in the most sensible way possible. The stream returned is not the
+    raw WSGI stream in most cases but one that is safe to read from
+    without taking into account the content length.
+
+    If content length is not set, the stream will be empty for safety reasons.
+    If the WSGI server supports chunked or infinite streams, it should set
+    the ``wsgi.input_terminated`` value in the WSGI environ to indicate that.
+
+    .. versionadded:: 0.9
+
+    :param environ: the WSGI environ to fetch the stream from.
+    :param safe_fallback: use an empty stream as a safe fallback when the
+        content length is not set. Disabling this allows infinite streams,
+        which can be a denial-of-service risk.
+    """
+    stream = t.cast(t.IO[bytes], environ["wsgi.input"])
+    content_length = get_content_length(environ)
+
+    # A wsgi extension that tells us if the input is terminated.  In
+    # that case we return the stream unchanged as we know we can safely
+    # read it until the end.
+    if environ.get("wsgi.input_terminated"):
+        return stream
+
+    # If the request doesn't specify a content length, returning the stream is
+    # potentially dangerous because it could be infinite, malicious or not. If
+    # safe_fallback is true, return an empty stream instead for safety.
+    if content_length is None:
+        return io.BytesIO() if safe_fallback else stream
+
+    # Otherwise limit the stream to the content length
+    return t.cast(t.IO[bytes], LimitedStream(stream, content_length))
+
+
+def get_query_string(environ: "WSGIEnvironment") -> str:
+    """Returns the ``QUERY_STRING`` from the WSGI environment. This also
+    takes care of the WSGI decoding dance. The string returned will be
+    restricted to ASCII characters.
+
+    :param environ: WSGI environment to get the query string from.
+
+    .. deprecated:: 2.2
+        Will be removed in Werkzeug 2.3.
+
+    .. versionadded:: 0.9
+    """
+    warnings.warn(
+        "'get_query_string' is deprecated and will be removed in Werkzeug 2.3.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+    qs = environ.get("QUERY_STRING", "").encode("latin1")
+    # QUERY_STRING really should be ascii safe but some browsers
+    # will send us some unicode stuff (I am looking at you IE).
+    # In that case we want to urllib quote it badly.
+    return url_quote(qs, safe=":&%=+$!*'(),")
+
+
+def get_path_info(
+    environ: "WSGIEnvironment", charset: str = "utf-8", errors: str = "replace"
+) -> str:
+    """Return the ``PATH_INFO`` from the WSGI environment and decode it
+    unless ``charset`` is ``None``.
+
+    :param environ: WSGI environment to get the path from.
+    :param charset: The charset for the path info, or ``None`` if no
+        decoding should be performed.
+    :param errors: The decoding error handling.
+
+    .. versionadded:: 0.9
+    """
+    path = environ.get("PATH_INFO", "").encode("latin1")
+    return _to_str(path, charset, errors, allow_none_charset=True)  # type: ignore
+
+
+def get_script_name(
+    environ: "WSGIEnvironment", charset: str = "utf-8", errors: str = "replace"
+) -> str:
+    """Return the ``SCRIPT_NAME`` from the WSGI environment and decode
+    it unless `charset` is set to ``None``.
+
+    :param environ: WSGI environment to get the path from.
+    :param charset: The charset for the path, or ``None`` if no decoding
+        should be performed.
+    :param errors: The decoding error handling.
+
+    .. deprecated:: 2.2
+        Will be removed in Werkzeug 2.3.
+
+    .. versionadded:: 0.9
+    """
+    warnings.warn(
+        "'get_script_name' is deprecated and will be removed in Werkzeug 2.3.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+    path = environ.get("SCRIPT_NAME", "").encode("latin1")
+    return _to_str(path, charset, errors, allow_none_charset=True)  # type: ignore
+
+
+def pop_path_info(
+    environ: "WSGIEnvironment", charset: str = "utf-8", errors: str = "replace"
+) -> t.Optional[str]:
+    """Removes and returns the next segment of `PATH_INFO`, pushing it onto
+    `SCRIPT_NAME`.  Returns `None` if there is nothing left on `PATH_INFO`.
+
+    If the `charset` is set to `None` bytes are returned.
+
+    If there are empty segments (``'/foo//bar``) these are ignored but
+    properly pushed to the `SCRIPT_NAME`:
+
+    >>> env = {'SCRIPT_NAME': '/foo', 'PATH_INFO': '/a/b'}
+    >>> pop_path_info(env)
+    'a'
+    >>> env['SCRIPT_NAME']
+    '/foo/a'
+    >>> pop_path_info(env)
+    'b'
+    >>> env['SCRIPT_NAME']
+    '/foo/a/b'
+
+    .. deprecated:: 2.2
+        Will be removed in Werkzeug 2.3.
+
+    .. versionadded:: 0.5
+
+    .. versionchanged:: 0.9
+       The path is now decoded and a charset and encoding
+       parameter can be provided.
+
+    :param environ: the WSGI environment that is modified.
+    :param charset: The ``encoding`` parameter passed to
+        :func:`bytes.decode`.
+    :param errors: The ``errors`` paramater passed to
+        :func:`bytes.decode`.
+    """
+    warnings.warn(
+        "'pop_path_info' is deprecated and will be removed in Werkzeug 2.3.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+
+    path = environ.get("PATH_INFO")
+    if not path:
+        return None
+
+    script_name = environ.get("SCRIPT_NAME", "")
+
+    # shift multiple leading slashes over
+    old_path = path
+    path = path.lstrip("/")
+    if path != old_path:
+        script_name += "/" * (len(old_path) - len(path))
+
+    if "/" not in path:
+        environ["PATH_INFO"] = ""
+        environ["SCRIPT_NAME"] = script_name + path
+        rv = path.encode("latin1")
+    else:
+        segment, path = path.split("/", 1)
+        environ["PATH_INFO"] = f"/{path}"
+        environ["SCRIPT_NAME"] = script_name + segment
+        rv = segment.encode("latin1")
+
+    return _to_str(rv, charset, errors, allow_none_charset=True)  # type: ignore
+
+
+def peek_path_info(
+    environ: "WSGIEnvironment", charset: str = "utf-8", errors: str = "replace"
+) -> t.Optional[str]:
+    """Returns the next segment on the `PATH_INFO` or `None` if there
+    is none.  Works like :func:`pop_path_info` without modifying the
+    environment:
+
+    >>> env = {'SCRIPT_NAME': '/foo', 'PATH_INFO': '/a/b'}
+    >>> peek_path_info(env)
+    'a'
+    >>> peek_path_info(env)
+    'a'
+
+    If the `charset` is set to `None` bytes are returned.
+
+    .. deprecated:: 2.2
+        Will be removed in Werkzeug 2.3.
+
+    .. versionadded:: 0.5
+
+    .. versionchanged:: 0.9
+       The path is now decoded and a charset and encoding
+       parameter can be provided.
+
+    :param environ: the WSGI environment that is checked.
+    """
+    warnings.warn(
+        "'peek_path_info' is deprecated and will be removed in Werkzeug 2.3.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+
+    segments = environ.get("PATH_INFO", "").lstrip("/").split("/", 1)
+    if segments:
+        return _to_str(  # type: ignore
+            segments[0].encode("latin1"), charset, errors, allow_none_charset=True
+        )
+    return None
+
+
+def extract_path_info(
+    environ_or_baseurl: t.Union[str, "WSGIEnvironment"],
+    path_or_url: t.Union[str, _URLTuple],
+    charset: str = "utf-8",
+    errors: str = "werkzeug.url_quote",
+    collapse_http_schemes: bool = True,
+) -> t.Optional[str]:
+    """Extracts the path info from the given URL (or WSGI environment) and
+    path. The path info returned is a string. The URLs might also be IRIs.
+
+    If the path info could not be determined, `None` is returned.
+
+    Some examples:
+
+    >>> extract_path_info('http://example.com/app', '/app/hello')
+    '/hello'
+    >>> extract_path_info('http://example.com/app',
+    ...                   'https://example.com/app/hello')
+    '/hello'
+    >>> extract_path_info('http://example.com/app',
+    ...                   'https://example.com/app/hello',
+    ...                   collapse_http_schemes=False) is None
+    True
+
+    Instead of providing a base URL you can also pass a WSGI environment.
+
+    :param environ_or_baseurl: a WSGI environment dict, a base URL or
+                               base IRI.  This is the root of the
+                               application.
+    :param path_or_url: an absolute path from the server root, a
+                        relative path (in which case it's the path info)
+                        or a full URL.
+    :param charset: the charset for byte data in URLs
+    :param errors: the error handling on decode
+    :param collapse_http_schemes: if set to `False` the algorithm does
+                                  not assume that http and https on the
+                                  same server point to the same
+                                  resource.
+
+    .. deprecated:: 2.2
+        Will be removed in Werkzeug 2.3.
+
+    .. versionchanged:: 0.15
+        The ``errors`` parameter defaults to leaving invalid bytes
+        quoted instead of replacing them.
+
+    .. versionadded:: 0.6
+
+    """
+    warnings.warn(
+        "'extract_path_info' is deprecated and will be removed in Werkzeug 2.3.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+
+    def _normalize_netloc(scheme: str, netloc: str) -> str:
+        parts = netloc.split("@", 1)[-1].split(":", 1)
+        port: t.Optional[str]
+
+        if len(parts) == 2:
+            netloc, port = parts
+            if (scheme == "http" and port == "80") or (
+                scheme == "https" and port == "443"
+            ):
+                port = None
+        else:
+            netloc = parts[0]
+            port = None
+
+        if port is not None:
+            netloc += f":{port}"
+
+        return netloc
+
+    # make sure whatever we are working on is a IRI and parse it
+    path = uri_to_iri(path_or_url, charset, errors)
+    if isinstance(environ_or_baseurl, dict):
+        environ_or_baseurl = get_current_url(environ_or_baseurl, root_only=True)
+    base_iri = uri_to_iri(environ_or_baseurl, charset, errors)
+    base_scheme, base_netloc, base_path = url_parse(base_iri)[:3]
+    cur_scheme, cur_netloc, cur_path = url_parse(url_join(base_iri, path))[:3]
+
+    # normalize the network location
+    base_netloc = _normalize_netloc(base_scheme, base_netloc)
+    cur_netloc = _normalize_netloc(cur_scheme, cur_netloc)
+
+    # is that IRI even on a known HTTP scheme?
+    if collapse_http_schemes:
+        for scheme in base_scheme, cur_scheme:
+            if scheme not in ("http", "https"):
+                return None
+    else:
+        if not (base_scheme in ("http", "https") and base_scheme == cur_scheme):
+            return None
+
+    # are the netlocs compatible?
+    if base_netloc != cur_netloc:
+        return None
+
+    # are we below the application path?
+    base_path = base_path.rstrip("/")
+    if not cur_path.startswith(base_path):
+        return None
+
+    return f"/{cur_path[len(base_path) :].lstrip('/')}"
+
+
+class ClosingIterator:
+    """The WSGI specification requires that all middlewares and gateways
+    respect the `close` callback of the iterable returned by the application.
+    Because it is useful to add another close action to a returned iterable
+    and adding a custom iterable is a boring task this class can be used for
+    that::
+
+        return ClosingIterator(app(environ, start_response), [cleanup_session,
+                                                              cleanup_locals])
+
+    If there is just one close function it can be passed instead of the list.
+
+    A closing iterator is not needed if the application uses response objects
+    and finishes the processing if the response is started::
+
+        try:
+            return response(environ, start_response)
+        finally:
+            cleanup_session()
+            cleanup_locals()
+    """
+
+    def __init__(
+        self,
+        iterable: t.Iterable[bytes],
+        callbacks: t.Optional[
+            t.Union[t.Callable[[], None], t.Iterable[t.Callable[[], None]]]
+        ] = None,
+    ) -> None:
+        iterator = iter(iterable)
+        self._next = t.cast(t.Callable[[], bytes], partial(next, iterator))
+        if callbacks is None:
+            callbacks = []
+        elif callable(callbacks):
+            callbacks = [callbacks]
+        else:
+            callbacks = list(callbacks)
+        iterable_close = getattr(iterable, "close", None)
+        if iterable_close:
+            callbacks.insert(0, iterable_close)
+        self._callbacks = callbacks
+
+    def __iter__(self) -> "ClosingIterator":
+        return self
+
+    def __next__(self) -> bytes:
+        return self._next()
+
+    def close(self) -> None:
+        for callback in self._callbacks:
+            callback()
+
+
+def wrap_file(
+    environ: "WSGIEnvironment", file: t.IO[bytes], buffer_size: int = 8192
+) -> t.Iterable[bytes]:
+    """Wraps a file.  This uses the WSGI server's file wrapper if available
+    or otherwise the generic :class:`FileWrapper`.
+
+    .. versionadded:: 0.5
+
+    If the file wrapper from the WSGI server is used it's important to not
+    iterate over it from inside the application but to pass it through
+    unchanged.  If you want to pass out a file wrapper inside a response
+    object you have to set :attr:`Response.direct_passthrough` to `True`.
+
+    More information about file wrappers are available in :pep:`333`.
+
+    :param file: a :class:`file`-like object with a :meth:`~file.read` method.
+    :param buffer_size: number of bytes for one iteration.
+    """
+    return environ.get("wsgi.file_wrapper", FileWrapper)(  # type: ignore
+        file, buffer_size
+    )
+
+
+class FileWrapper:
+    """This class can be used to convert a :class:`file`-like object into
+    an iterable.  It yields `buffer_size` blocks until the file is fully
+    read.
+
+    You should not use this class directly but rather use the
+    :func:`wrap_file` function that uses the WSGI server's file wrapper
+    support if it's available.
+
+    .. versionadded:: 0.5
+
+    If you're using this object together with a :class:`Response` you have
+    to use the `direct_passthrough` mode.
+
+    :param file: a :class:`file`-like object with a :meth:`~file.read` method.
+    :param buffer_size: number of bytes for one iteration.
+    """
+
+    def __init__(self, file: t.IO[bytes], buffer_size: int = 8192) -> None:
+        self.file = file
+        self.buffer_size = buffer_size
+
+    def close(self) -> None:
+        if hasattr(self.file, "close"):
+            self.file.close()
+
+    def seekable(self) -> bool:
+        if hasattr(self.file, "seekable"):
+            return self.file.seekable()
+        if hasattr(self.file, "seek"):
+            return True
+        return False
+
+    def seek(self, *args: t.Any) -> None:
+        if hasattr(self.file, "seek"):
+            self.file.seek(*args)
+
+    def tell(self) -> t.Optional[int]:
+        if hasattr(self.file, "tell"):
+            return self.file.tell()
+        return None
+
+    def __iter__(self) -> "FileWrapper":
+        return self
+
+    def __next__(self) -> bytes:
+        data = self.file.read(self.buffer_size)
+        if data:
+            return data
+        raise StopIteration()
+
+
+class _RangeWrapper:
+    # private for now, but should we make it public in the future ?
+
+    """This class can be used to convert an iterable object into
+    an iterable that will only yield a piece of the underlying content.
+    It yields blocks until the underlying stream range is fully read.
+    The yielded blocks will have a size that can't exceed the original
+    iterator defined block size, but that can be smaller.
+
+    If you're using this object together with a :class:`Response` you have
+    to use the `direct_passthrough` mode.
+
+    :param iterable: an iterable object with a :meth:`__next__` method.
+    :param start_byte: byte from which read will start.
+    :param byte_range: how many bytes to read.
+    """
+
+    def __init__(
+        self,
+        iterable: t.Union[t.Iterable[bytes], t.IO[bytes]],
+        start_byte: int = 0,
+        byte_range: t.Optional[int] = None,
+    ):
+        self.iterable = iter(iterable)
+        self.byte_range = byte_range
+        self.start_byte = start_byte
+        self.end_byte = None
+
+        if byte_range is not None:
+            self.end_byte = start_byte + byte_range
+
+        self.read_length = 0
+        self.seekable = (
+            hasattr(iterable, "seekable") and iterable.seekable()  # type: ignore
+        )
+        self.end_reached = False
+
+    def __iter__(self) -> "_RangeWrapper":
+        return self
+
+    def _next_chunk(self) -> bytes:
+        try:
+            chunk = next(self.iterable)
+            self.read_length += len(chunk)
+            return chunk
+        except StopIteration:
+            self.end_reached = True
+            raise
+
+    def _first_iteration(self) -> t.Tuple[t.Optional[bytes], int]:
+        chunk = None
+        if self.seekable:
+            self.iterable.seek(self.start_byte)  # type: ignore
+            self.read_length = self.iterable.tell()  # type: ignore
+            contextual_read_length = self.read_length
+        else:
+            while self.read_length <= self.start_byte:
+                chunk = self._next_chunk()
+            if chunk is not None:
+                chunk = chunk[self.start_byte - self.read_length :]
+            contextual_read_length = self.start_byte
+        return chunk, contextual_read_length
+
+    def _next(self) -> bytes:
+        if self.end_reached:
+            raise StopIteration()
+        chunk = None
+        contextual_read_length = self.read_length
+        if self.read_length == 0:
+            chunk, contextual_read_length = self._first_iteration()
+        if chunk is None:
+            chunk = self._next_chunk()
+        if self.end_byte is not None and self.read_length >= self.end_byte:
+            self.end_reached = True
+            return chunk[: self.end_byte - contextual_read_length]
+        return chunk
+
+    def __next__(self) -> bytes:
+        chunk = self._next()
+        if chunk:
+            return chunk
+        self.end_reached = True
+        raise StopIteration()
+
+    def close(self) -> None:
+        if hasattr(self.iterable, "close"):
+            self.iterable.close()  # type: ignore
+
+
+def _make_chunk_iter(
+    stream: t.Union[t.Iterable[bytes], t.IO[bytes]],
+    limit: t.Optional[int],
+    buffer_size: int,
+) -> t.Iterator[bytes]:
+    """Helper for the line and chunk iter functions."""
+    if isinstance(stream, (bytes, bytearray, str)):
+        raise TypeError(
+            "Passed a string or byte object instead of true iterator or stream."
+        )
+    if not hasattr(stream, "read"):
+        for item in stream:
+            if item:
+                yield item
+        return
+    stream = t.cast(t.IO[bytes], stream)
+    if not isinstance(stream, LimitedStream) and limit is not None:
+        stream = t.cast(t.IO[bytes], LimitedStream(stream, limit))
+    _read = stream.read
+    while True:
+        item = _read(buffer_size)
+        if not item:
+            break
+        yield item
+
+
+def make_line_iter(
+    stream: t.Union[t.Iterable[bytes], t.IO[bytes]],
+    limit: t.Optional[int] = None,
+    buffer_size: int = 10 * 1024,
+    cap_at_buffer: bool = False,
+) -> t.Iterator[bytes]:
+    """Safely iterates line-based over an input stream.  If the input stream
+    is not a :class:`LimitedStream` the `limit` parameter is mandatory.
+
+    This uses the stream's :meth:`~file.read` method internally as opposite
+    to the :meth:`~file.readline` method that is unsafe and can only be used
+    in violation of the WSGI specification.  The same problem applies to the
+    `__iter__` function of the input stream which calls :meth:`~file.readline`
+    without arguments.
+
+    If you need line-by-line processing it's strongly recommended to iterate
+    over the input stream using this helper function.
+
+    .. versionchanged:: 0.8
+       This function now ensures that the limit was reached.
+
+    .. versionadded:: 0.9
+       added support for iterators as input stream.
+
+    .. versionadded:: 0.11.10
+       added support for the `cap_at_buffer` parameter.
+
+    :param stream: the stream or iterate to iterate over.
+    :param limit: the limit in bytes for the stream.  (Usually
+                  content length.  Not necessary if the `stream`
+                  is a :class:`LimitedStream`.
+    :param buffer_size: The optional buffer size.
+    :param cap_at_buffer: if this is set chunks are split if they are longer
+                          than the buffer size.  Internally this is implemented
+                          that the buffer size might be exhausted by a factor
+                          of two however.
+    """
+    _iter = _make_chunk_iter(stream, limit, buffer_size)
+
+    first_item = next(_iter, "")
+    if not first_item:
+        return
+
+    s = _make_encode_wrapper(first_item)
+    empty = t.cast(bytes, s(""))
+    cr = t.cast(bytes, s("\r"))
+    lf = t.cast(bytes, s("\n"))
+    crlf = t.cast(bytes, s("\r\n"))
+
+    _iter = t.cast(t.Iterator[bytes], chain((first_item,), _iter))
+
+    def _iter_basic_lines() -> t.Iterator[bytes]:
+        _join = empty.join
+        buffer: t.List[bytes] = []
+        while True:
+            new_data = next(_iter, "")
+            if not new_data:
+                break
+            new_buf: t.List[bytes] = []
+            buf_size = 0
+            for item in t.cast(
+                t.Iterator[bytes], chain(buffer, new_data.splitlines(True))
+            ):
+                new_buf.append(item)
+                buf_size += len(item)
+                if item and item[-1:] in crlf:
+                    yield _join(new_buf)
+                    new_buf = []
+                elif cap_at_buffer and buf_size >= buffer_size:
+                    rv = _join(new_buf)
+                    while len(rv) >= buffer_size:
+                        yield rv[:buffer_size]
+                        rv = rv[buffer_size:]
+                    new_buf = [rv]
+            buffer = new_buf
+        if buffer:
+            yield _join(buffer)
+
+    # This hackery is necessary to merge 'foo\r' and '\n' into one item
+    # of 'foo\r\n' if we were unlucky and we hit a chunk boundary.
+    previous = empty
+    for item in _iter_basic_lines():
+        if item == lf and previous[-1:] == cr:
+            previous += item
+            item = empty
+        if previous:
+            yield previous
+        previous = item
+    if previous:
+        yield previous
+
+
+def make_chunk_iter(
+    stream: t.Union[t.Iterable[bytes], t.IO[bytes]],
+    separator: bytes,
+    limit: t.Optional[int] = None,
+    buffer_size: int = 10 * 1024,
+    cap_at_buffer: bool = False,
+) -> t.Iterator[bytes]:
+    """Works like :func:`make_line_iter` but accepts a separator
+    which divides chunks.  If you want newline based processing
+    you should use :func:`make_line_iter` instead as it
+    supports arbitrary newline markers.
+
+    .. versionadded:: 0.8
+
+    .. versionadded:: 0.9
+       added support for iterators as input stream.
+
+    .. versionadded:: 0.11.10
+       added support for the `cap_at_buffer` parameter.
+
+    :param stream: the stream or iterate to iterate over.
+    :param separator: the separator that divides chunks.
+    :param limit: the limit in bytes for the stream.  (Usually
+                  content length.  Not necessary if the `stream`
+                  is otherwise already limited).
+    :param buffer_size: The optional buffer size.
+    :param cap_at_buffer: if this is set chunks are split if they are longer
+                          than the buffer size.  Internally this is implemented
+                          that the buffer size might be exhausted by a factor
+                          of two however.
+    """
+    _iter = _make_chunk_iter(stream, limit, buffer_size)
+
+    first_item = next(_iter, b"")
+    if not first_item:
+        return
+
+    _iter = t.cast(t.Iterator[bytes], chain((first_item,), _iter))
+    if isinstance(first_item, str):
+        separator = _to_str(separator)
+        _split = re.compile(f"({re.escape(separator)})").split
+        _join = "".join
+    else:
+        separator = _to_bytes(separator)
+        _split = re.compile(b"(" + re.escape(separator) + b")").split
+        _join = b"".join
+
+    buffer: t.List[bytes] = []
+    while True:
+        new_data = next(_iter, b"")
+        if not new_data:
+            break
+        chunks = _split(new_data)
+        new_buf: t.List[bytes] = []
+        buf_size = 0
+        for item in chain(buffer, chunks):
+            if item == separator:
+                yield _join(new_buf)
+                new_buf = []
+                buf_size = 0
+            else:
+                buf_size += len(item)
+                new_buf.append(item)
+
+                if cap_at_buffer and buf_size >= buffer_size:
+                    rv = _join(new_buf)
+                    while len(rv) >= buffer_size:
+                        yield rv[:buffer_size]
+                        rv = rv[buffer_size:]
+                    new_buf = [rv]
+                    buf_size = len(rv)
+
+        buffer = new_buf
+    if buffer:
+        yield _join(buffer)
+
+
+class LimitedStream(io.IOBase):
+    """Wraps a stream so that it doesn't read more than n bytes.  If the
+    stream is exhausted and the caller tries to get more bytes from it
+    :func:`on_exhausted` is called which by default returns an empty
+    string.  The return value of that function is forwarded
+    to the reader function.  So if it returns an empty string
+    :meth:`read` will return an empty string as well.
+
+    The limit however must never be higher than what the stream can
+    output.  Otherwise :meth:`readlines` will try to read past the
+    limit.
+
+    .. admonition:: Note on WSGI compliance
+
+       calls to :meth:`readline` and :meth:`readlines` are not
+       WSGI compliant because it passes a size argument to the
+       readline methods.  Unfortunately the WSGI PEP is not safely
+       implementable without a size argument to :meth:`readline`
+       because there is no EOF marker in the stream.  As a result
+       of that the use of :meth:`readline` is discouraged.
+
+       For the same reason iterating over the :class:`LimitedStream`
+       is not portable.  It internally calls :meth:`readline`.
+
+       We strongly suggest using :meth:`read` only or using the
+       :func:`make_line_iter` which safely iterates line-based
+       over a WSGI input stream.
+
+    :param stream: the stream to wrap.
+    :param limit: the limit for the stream, must not be longer than
+                  what the string can provide if the stream does not
+                  end with `EOF` (like `wsgi.input`)
+    """
+
+    def __init__(self, stream: t.IO[bytes], limit: int) -> None:
+        self._read = stream.read
+        self._readline = stream.readline
+        self._pos = 0
+        self.limit = limit
+
+    def __iter__(self) -> "LimitedStream":
+        return self
+
+    @property
+    def is_exhausted(self) -> bool:
+        """If the stream is exhausted this attribute is `True`."""
+        return self._pos >= self.limit
+
+    def on_exhausted(self) -> bytes:
+        """This is called when the stream tries to read past the limit.
+        The return value of this function is returned from the reading
+        function.
+        """
+        # Read null bytes from the stream so that we get the
+        # correct end of stream marker.
+        return self._read(0)
+
+    def on_disconnect(self) -> bytes:
+        """What should happen if a disconnect is detected?  The return
+        value of this function is returned from read functions in case
+        the client went away.  By default a
+        :exc:`~werkzeug.exceptions.ClientDisconnected` exception is raised.
+        """
+        from .exceptions import ClientDisconnected
+
+        raise ClientDisconnected()
+
+    def exhaust(self, chunk_size: int = 1024 * 64) -> None:
+        """Exhaust the stream.  This consumes all the data left until the
+        limit is reached.
+
+        :param chunk_size: the size for a chunk.  It will read the chunk
+                           until the stream is exhausted and throw away
+                           the results.
+        """
+        to_read = self.limit - self._pos
+        chunk = chunk_size
+        while to_read > 0:
+            chunk = min(to_read, chunk)
+            self.read(chunk)
+            to_read -= chunk
+
+    def read(self, size: t.Optional[int] = None) -> bytes:
+        """Read `size` bytes or if size is not provided everything is read.
+
+        :param size: the number of bytes read.
+        """
+        if self._pos >= self.limit:
+            return self.on_exhausted()
+        if size is None or size == -1:  # -1 is for consistence with file
+            size = self.limit
+        to_read = min(self.limit - self._pos, size)
+        try:
+            read = self._read(to_read)
+        except (OSError, ValueError):
+            return self.on_disconnect()
+        if to_read and len(read) != to_read:
+            return self.on_disconnect()
+        self._pos += len(read)
+        return read
+
+    def readline(self, size: t.Optional[int] = None) -> bytes:
+        """Reads one line from the stream."""
+        if self._pos >= self.limit:
+            return self.on_exhausted()
+        if size is None:
+            size = self.limit - self._pos
+        else:
+            size = min(size, self.limit - self._pos)
+        try:
+            line = self._readline(size)
+        except (ValueError, OSError):
+            return self.on_disconnect()
+        if size and not line:
+            return self.on_disconnect()
+        self._pos += len(line)
+        return line
+
+    def readlines(self, size: t.Optional[int] = None) -> t.List[bytes]:
+        """Reads a file into a list of strings.  It calls :meth:`readline`
+        until the file is read to the end.  It does support the optional
+        `size` argument if the underlying stream supports it for
+        `readline`.
+        """
+        last_pos = self._pos
+        result = []
+        if size is not None:
+            end = min(self.limit, last_pos + size)
+        else:
+            end = self.limit
+        while True:
+            if size is not None:
+                size -= last_pos - self._pos
+            if self._pos >= end:
+                break
+            result.append(self.readline(size))
+            if size is not None:
+                last_pos = self._pos
+        return result
+
+    def tell(self) -> int:
+        """Returns the position of the stream.
+
+        .. versionadded:: 0.9
+        """
+        return self._pos
+
+    def __next__(self) -> bytes:
+        line = self.readline()
+        if not line:
+            raise StopIteration()
+        return line
+
+    def readable(self) -> bool:
+        return True
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+Version: 1.8.1
+Summary: Yet another URL library
+Home-page: https://github.com/aio-libs/yarl/
+Author: Andrew Svetlov
+Author-email: andrew.svetlov@gmail.com
+License: Apache 2
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Intended Audience :: Developers
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Topic :: Internet :: WWW/HTTP
+Requires-Python: >=3.7
+Description-Content-Type: text/x-rst
+License-File: LICENSE
+Requires-Dist: multidict (>=4.0)
+Requires-Dist: idna (>=2.0)
+Requires-Dist: typing-extensions (>=3.7.4) ; python_version < "3.8"
+
+yarl
+====
+
+.. image:: https://github.com/aio-libs/yarl/workflows/CI/badge.svg
+  :target: https://github.com/aio-libs/yarl/actions?query=workflow%3ACI
+  :align: right
+
+.. image:: https://codecov.io/gh/aio-libs/yarl/branch/master/graph/badge.svg
+  :target: https://codecov.io/gh/aio-libs/yarl
+
+.. image:: https://badge.fury.io/py/yarl.svg
+    :target: https://badge.fury.io/py/yarl
+
+
+.. image:: https://readthedocs.org/projects/yarl/badge/?version=latest
+    :target: https://yarl.readthedocs.io
+
+
+.. image:: https://img.shields.io/pypi/pyversions/yarl.svg
+    :target: https://pypi.python.org/pypi/yarl
+
+.. image:: https://badges.gitter.im/Join%20Chat.svg
+    :target: https://gitter.im/aio-libs/Lobby
+    :alt: Chat on Gitter
+
+Introduction
+------------
+
+Url is constructed from ``str``:
+
+.. code-block:: pycon
+
+   >>> from yarl import URL
+   >>> url = URL('https://www.python.org/~guido?arg=1#frag')
+   >>> url
+   URL('https://www.python.org/~guido?arg=1#frag')
+
+All url parts: *scheme*, *user*, *password*, *host*, *port*, *path*,
+*query* and *fragment* are accessible by properties:
+
+.. code-block:: pycon
+
+   >>> url.scheme
+   'https'
+   >>> url.host
+   'www.python.org'
+   >>> url.path
+   '/~guido'
+   >>> url.query_string
+   'arg=1'
+   >>> url.query
+   <MultiDictProxy('arg': '1')>
+   >>> url.fragment
+   'frag'
+
+All url manipulations produce a new url object:
+
+.. code-block:: pycon
+
+   >>> url = URL('https://www.python.org')
+   >>> url / 'foo' / 'bar'
+   URL('https://www.python.org/foo/bar')
+   >>> url / 'foo' % {'bar': 'baz'}
+   URL('https://www.python.org/foo?bar=baz')
+
+Strings passed to constructor and modification methods are
+automatically encoded giving canonical representation as result:
+
+.. code-block:: pycon
+
+   >>> url = URL('https://www.python.org/путь')
+   >>> url
+   URL('https://www.python.org/%D0%BF%D1%83%D1%82%D1%8C')
+
+Regular properties are *percent-decoded*, use ``raw_`` versions for
+getting *encoded* strings:
+
+.. code-block:: pycon
+
+   >>> url.path
+   '/путь'
+
+   >>> url.raw_path
+   '/%D0%BF%D1%83%D1%82%D1%8C'
+
+Human readable representation of URL is available as ``.human_repr()``:
+
+.. code-block:: pycon
+
+   >>> url.human_repr()
+   'https://www.python.org/путь'
+
+For full documentation please read https://yarl.readthedocs.org.
+
+
+Installation
+------------
+
+::
+
+   $ pip install yarl
+
+The library is Python 3 only!
+
+PyPI contains binary wheels for Linux, Windows and MacOS.  If you want to install
+``yarl`` on another operating system (like *Alpine Linux*, which is not
+manylinux-compliant because of the missing glibc and therefore, cannot be
+used with our wheels) the the tarball will be used to compile the library from
+the source code. It requires a C compiler and and Python headers installed.
+
+To skip the compilation you must explicitly opt-in by setting the `YARL_NO_EXTENSIONS`
+environment variable to a non-empty value, e.g.:
+
+.. code-block:: bash
+
+   $ YARL_NO_EXTENSIONS=1 pip install yarl
+
+Please note that the pure-Python (uncompiled) version is much slower. However,
+PyPy always uses a pure-Python implementation, and, as such, it is unaffected
+by this variable.
+
+Dependencies
+------------
+
+YARL requires multidict_ library.
+
+
+API documentation
+------------------
+
+The documentation is located at https://yarl.readthedocs.org
+
+
+Why isn't boolean supported by the URL query API?
+-------------------------------------------------
+
+There is no standard for boolean representation of boolean values.
+
+Some systems prefer ``true``/``false``, others like ``yes``/``no``, ``on``/``off``,
+``Y``/``N``, ``1``/``0``, etc.
+
+``yarl`` cannot make an unambiguous decision on how to serialize ``bool`` values because
+it is specific to how the end-user's application is built and would be different for
+different apps.  The library doesn't accept booleans in the API; a user should convert
+bools into strings using own preferred translation protocol.
+
+
+Comparison with other URL libraries
+------------------------------------
+
+* furl (https://pypi.python.org/pypi/furl)
+
+  The library has rich functionality but the ``furl`` object is mutable.
+
+  I'm afraid to pass this object into foreign code: who knows if the
+  code will modify my url in a terrible way while I just want to send URL
+  with handy helpers for accessing URL properties.
+
+  ``furl`` has other non-obvious tricky things but the main objection
+  is mutability.
+
+* URLObject (https://pypi.python.org/pypi/URLObject)
+
+  URLObject is immutable, that's pretty good.
+
+  Every URL change generates a new URL object.
+
+  But the library doesn't do any decode/encode transformations leaving the
+  end user to cope with these gory details.
+
+
+Source code
+-----------
+
+The project is hosted on GitHub_
+
+Please file an issue on the `bug tracker
+<https://github.com/aio-libs/yarl/issues>`_ if you have found a bug
+or have some suggestion in order to improve the library.
+
+The library uses `Azure Pipelines <https://dev.azure.com/aio-libs/yarl>`_ for
+Continuous Integration.
+
+Discussion list
+---------------
+
+*aio-libs* google group: https://groups.google.com/forum/#!forum/aio-libs
+
+Feel free to post your questions and ideas here.
+
+
+Authors and License
+-------------------
+
+The ``yarl`` package is written by Andrew Svetlov.
+
+It's *Apache 2* licensed and freely available.
+
+
+.. _GitHub: https://github.com/aio-libs/yarl
+
+.. _multidict: https://github.com/aio-libs/multidict
+
+
+=========
+Changelog
+=========
+
+..
+    You should *NOT* be adding new change log entries to this file, this
+    file is managed by towncrier. You *may* edit previous change logs to
+    fix problems like typo corrections or such.
+    To add a new change log entry, please see
+    https://pip.pypa.io/en/latest/development/#adding-a-news-entry
+    we named the news folder "changes".
+
+    WARNING: Don't drop the next directive!
+
+.. towncrier release notes start
+
+1.8.1 (2022-08-01)
+==================
+
+Misc
+----
+
+- `#694 <https://github.com/aio-libs/yarl/issues/694>`_, `#699 <https://github.com/aio-libs/yarl/issues/699>`_, `#700 <https://github.com/aio-libs/yarl/issues/700>`_, `#701 <https://github.com/aio-libs/yarl/issues/701>`_, `#702 <https://github.com/aio-libs/yarl/issues/702>`_, `#703 <https://github.com/aio-libs/yarl/issues/703>`_, `#739 <https://github.com/aio-libs/yarl/issues/739>`_
+
+
+1.8.0 (2022-08-01)
+==================
+
+Features
+--------
+
+- Added ``URL.raw_suffix``, ``URL.suffix``, ``URL.raw_suffixes``, ``URL.suffixes``, ``URL.with_suffix``. (`#613 <https://github.com/aio-libs/yarl/issues/613>`_)
+
+
+Improved Documentation
+----------------------
+
+- Fixed broken internal references to ``(?P=rendered_text)``. (`#665 <https://github.com/aio-libs/yarl/issues/665>`_)
+- Fixed broken external references to ``(?P=rendered_text)`` docs. (`#665 <https://github.com/aio-libs/yarl/issues/665>`_)
+
+
+Deprecations and Removals
+-------------------------
+
+- Dropped Python 3.6 support. (`#672 <https://github.com/aio-libs/yarl/issues/672>`_)
+
+
+Misc
+----
+
+- `#646 <https://github.com/aio-libs/yarl/issues/646>`_, `#699 <https://github.com/aio-libs/yarl/issues/699>`_, `#701 <https://github.com/aio-libs/yarl/issues/701>`_
+
+
+1.7.2 (2021-11-01)
+==================
+
+Bugfixes
+--------
+
+- Changed call in ``with_port()`` to stop reencoding parts of the URL that were already encoded. (`#623 <https://github.com/aio-libs/yarl/issues/623>`_)
+
+
+1.7.1 (2021-10-07)
+==================
+
+Bugfixes
+--------
+
+- Fix 1.7.0 build error
+
+1.7.0 (2021-10-06)
+==================
+
+Features
+--------
+
+- Add `__bytes__()` magic method so that `bytes(url)` will work and use optimal ASCII encoding. (`#582 <https://github.com/aio-libs/yarl/issues/582>`_)
+- Started shipping platform-specific arm64 wheels for Apple Silicon. (`#622 <https://github.com/aio-libs/yarl/issues/622>`_)
+- Started shipping platform-specific wheels with the ``musl`` tag targeting typical Alpine Linux runtimes. (`#622 <https://github.com/aio-libs/yarl/issues/622>`_)
+- Added support for Python 3.10. (`#622 <https://github.com/aio-libs/yarl/issues/622>`_)
+
+
+1.6.3 (2020-11-14)
+==================
+
+Bugfixes
+--------
+
+- No longer loose characters when decoding incorrect percent-sequences (like ``%e2%82%f8``). All non-decodable percent-sequences are now preserved.
+  `#517 <https://github.com/aio-libs/yarl/issues/517>`_
+- Provide x86 Windows wheels.
+  `#535 <https://github.com/aio-libs/yarl/issues/535>`_
+
+
+----
+
+
+1.6.2 (2020-10-12)
+==================
+
+
+Bugfixes
+--------
+
+- Provide generated ``.c`` files in TarBall distribution.
+  `#530  <https://github.com/aio-libs/multidict/issues/530>`_
+
+1.6.1 (2020-10-12)
+==================
+
+Features
+--------
+
+- Provide wheels for ``aarch64``, ``i686``, ``ppc64le``, ``s390x`` architectures on
+  Linux as well as ``x86_64``.
+  `#507  <https://github.com/aio-libs/yarl/issues/507>`_
+- Provide wheels for Python 3.9.
+  `#526 <https://github.com/aio-libs/yarl/issues/526>`_
+
+Bugfixes
+--------
+
+- ``human_repr()`` now always produces valid representation equivalent to the original URL (if the original URL is valid).
+  `#511 <https://github.com/aio-libs/yarl/issues/511>`_
+- Fixed  requoting a single percent followed by a percent-encoded character in the Cython implementation.
+  `#514 <https://github.com/aio-libs/yarl/issues/514>`_
+- Fix ValueError when decoding ``%`` which is not followed by two hexadecimal digits.
+  `#516 <https://github.com/aio-libs/yarl/issues/516>`_
+- Fix decoding ``%`` followed by a space and hexadecimal digit.
+  `#520 <https://github.com/aio-libs/yarl/issues/520>`_
+- Fix annotation of ``with_query()``/``update_query()`` methods for ``key=[val1, val2]`` case.
+  `#528 <https://github.com/aio-libs/yarl/issues/528>`_
+
+Removal
+-------
+
+- Drop Python 3.5 support; Python 3.6 is the minimal supported Python version.
+
+
+----
+
+
+1.6.0 (2020-09-23)
+==================
+
+Features
+--------
+
+- Allow for int and float subclasses in query, while still denying bool.
+  `#492 <https://github.com/aio-libs/yarl/issues/492>`_
+
+
+Bugfixes
+--------
+
+- Do not requote arguments in ``URL.build()``, ``with_xxx()`` and in ``/`` operator.
+  `#502 <https://github.com/aio-libs/yarl/issues/502>`_
+- Keep IPv6 brackets in ``origin()``.
+  `#504 <https://github.com/aio-libs/yarl/issues/504>`_
+
+
+----
+
+
+1.5.1 (2020-08-01)
+==================
+
+Bugfixes
+--------
+
+- Fix including relocated internal ``yarl._quoting_c`` C-extension into published PyPI dists.
+  `#485 <https://github.com/aio-libs/yarl/issues/485>`_
+
+
+Misc
+----
+
+- `#484 <https://github.com/aio-libs/yarl/issues/484>`_
+
+
+----
+
+
+1.5.0 (2020-07-26)
+==================
+
+Features
+--------
+
+- Convert host to lowercase on URL building.
+  `#386 <https://github.com/aio-libs/yarl/issues/386>`_
+- Allow using ``mod`` operator (`%`) for updating query string (an alias for ``update_query()`` method).
+  `#435 <https://github.com/aio-libs/yarl/issues/435>`_
+- Allow use of sequences such as ``list`` and ``tuple`` in the values
+  of a mapping such as ``dict`` to represent that a key has many values::
+
+      url = URL("http://example.com")
+      assert url.with_query({"a": [1, 2]}) == URL("http://example.com/?a=1&a=2")
+
+  `#443 <https://github.com/aio-libs/yarl/issues/443>`_
+- Support URL.build() with scheme and path (creates a relative URL).
+  `#464 <https://github.com/aio-libs/yarl/issues/464>`_
+- Cache slow IDNA encode/decode calls.
+  `#476 <https://github.com/aio-libs/yarl/issues/476>`_
+- Add ``@final`` / ``Final`` type hints
+  `#477 <https://github.com/aio-libs/yarl/issues/477>`_
+- Support URL authority/raw_authority properties and authority argument of ``URL.build()`` method.
+  `#478 <https://github.com/aio-libs/yarl/issues/478>`_
+- Hide the library implementation details, make the exposed public list very clean.
+  `#483 <https://github.com/aio-libs/yarl/issues/483>`_
+
+
+Bugfixes
+--------
+
+- Fix tests with newer Python (3.7.6, 3.8.1 and 3.9.0+).
+  `#409 <https://github.com/aio-libs/yarl/issues/409>`_
+- Fix a bug where query component, passed in a form of mapping or sequence, is unquoted in unexpected way.
+  `#426 <https://github.com/aio-libs/yarl/issues/426>`_
+- Hide `Query` and `QueryVariable` type aliases in `__init__.pyi`, now they are prefixed with underscore.
+  `#431 <https://github.com/aio-libs/yarl/issues/431>`_
+- Keep ipv6 brackets after updating port/user/password.
+  `#451 <https://github.com/aio-libs/yarl/issues/451>`_
+
+
+----
+
+
+1.4.2 (2019-12-05)
+==================
+
+Features
+--------
+
+- Workaround for missing `str.isascii()` in Python 3.6
+  `#389 <https://github.com/aio-libs/yarl/issues/389>`_
+
+
+----
+
+
+1.4.1 (2019-11-29)
+==================
+
+* Fix regression, make the library work on Python 3.5 and 3.6 again.
+
+1.4.0 (2019-11-29)
+==================
+
+* Distinguish an empty password in URL from a password not provided at all (#262)
+
+* Fixed annotations for optional parameters of ``URL.build`` (#309)
+
+* Use None as default value of ``user`` parameter of ``URL.build`` (#309)
+
+* Enforce building C Accelerated modules when installing from source tarball, use
+  ``YARL_NO_EXTENSIONS`` environment variable for falling back to (slower) Pure Python
+  implementation (#329)
+
+* Drop Python 3.5 support
+
+* Fix quoting of plus in path by pure python version (#339)
+
+* Don't create a new URL if fragment is unchanged (#292)
+
+* Included in error msg the path that produces starting slash forbidden error (#376)
+
+* Skip slow IDNA encoding for ASCII-only strings (#387)
+
+
+1.3.0 (2018-12-11)
+==================
+
+* Fix annotations for ``query`` parameter (#207)
+
+* An incoming query sequence can have int variables (the same as for
+  Mapping type) (#208)
+
+* Add ``URL.explicit_port`` property (#218)
+
+* Give a friendlier error when port can't be converted to int (#168)
+
+* ``bool(URL())`` now returns ``False`` (#272)
+
+1.2.6 (2018-06-14)
+==================
+
+* Drop Python 3.4 trove classifier (#205)
+
+1.2.5 (2018-05-23)
+==================
+
+* Fix annotations for ``build`` (#199)
+
+1.2.4 (2018-05-08)
+==================
+
+* Fix annotations for ``cached_property`` (#195)
+
+1.2.3 (2018-05-03)
+==================
+
+* Accept ``str`` subclasses in ``URL`` constructor (#190)
+
+1.2.2 (2018-05-01)
+==================
+
+* Fix build
+
+1.2.1 (2018-04-30)
+==================
+
+* Pin minimal required Python to 3.5.3 (#189)
+
+1.2.0 (2018-04-30)
+==================
+
+* Forbid inheritance, replace ``__init__`` with ``__new__`` (#171)
+
+* Support PEP-561 (provide type hinting marker) (#182)
+
+1.1.1 (2018-02-17)
+==================
+
+* Fix performance regression: don't encode empty netloc (#170)
+
+1.1.0 (2018-01-21)
+==================
+
+* Make pure Python quoter consistent with Cython version (#162)
+
+1.0.0 (2018-01-15)
+==================
+
+* Use fast path if quoted string does not need requoting (#154)
+
+* Speed up quoting/unquoting by ``_Quoter`` and ``_Unquoter`` classes (#155)
+
+* Drop ``yarl.quote`` and ``yarl.unquote`` public functions (#155)
+
+* Add custom string writer, reuse static buffer if available (#157)
+  Code is 50-80 times faster than Pure Python version (was 4-5 times faster)
+
+* Don't recode IP zone (#144)
+
+* Support ``encoded=True`` in ``yarl.URL.build()`` (#158)
+
+* Fix updating query with multiple keys (#160)
+
+0.18.0 (2018-01-10)
+===================
+
+* Fallback to IDNA 2003 if domain name is not IDNA 2008 compatible (#152)
+
+0.17.0 (2017-12-30)
+===================
+
+* Use IDNA 2008 for domain name processing (#149)
+
+0.16.0 (2017-12-07)
+===================
+
+* Fix raising ``TypeError`` by ``url.query_string()`` after
+  ``url.with_query({})`` (empty mapping) (#141)
+
+0.15.0 (2017-11-23)
+===================
+
+* Add ``raw_path_qs`` attribute (#137)
+
+0.14.2 (2017-11-14)
+===================
+
+* Restore ``strict`` parameter as no-op in ``quote`` / ``unquote``
+
+0.14.1 (2017-11-13)
+===================
+
+* Restore ``strict`` parameter as no-op for sake of compatibility with
+  aiohttp 2.2
+
+0.14.0 (2017-11-11)
+===================
+
+* Drop strict mode (#123)
+
+* Fix ``"ValueError: Unallowed PCT %"`` when there's a ``"%"`` in the url (#124)
+
+0.13.0 (2017-10-01)
+===================
+
+* Document ``encoded`` parameter (#102)
+
+* Support relative urls like ``'?key=value'`` (#100)
+
+* Unsafe encoding for QS fixed. Encode ``;`` char in value param (#104)
+
+* Process passwords without user names (#95)
+
+0.12.0 (2017-06-26)
+===================
+
+* Properly support paths without leading slash in ``URL.with_path()`` (#90)
+
+* Enable type annotation checks
+
+0.11.0 (2017-06-26)
+===================
+
+* Normalize path (#86)
+
+* Clear query and fragment parts in ``.with_path()`` (#85)
+
+0.10.3 (2017-06-13)
+===================
+
+* Prevent double URL args unquoting (#83)
+
+0.10.2 (2017-05-05)
+===================
+
+* Unexpected hash behaviour (#75)
+
+
+0.10.1 (2017-05-03)
+===================
+
+* Unexpected compare behaviour (#73)
+
+* Do not quote or unquote + if not a query string. (#74)
+
+
+0.10.0 (2017-03-14)
+===================
+
+* Added ``URL.build`` class method (#58)
+
+* Added ``path_qs`` attribute (#42)
+
+
+0.9.8 (2017-02-16)
+==================
+
+* Do not quote ``:`` in path
+
+
+0.9.7 (2017-02-16)
+==================
+
+* Load from pickle without _cache (#56)
+
+* Percent-encoded pluses in path variables become spaces (#59)
+
+
+0.9.6 (2017-02-15)
+==================
+
+* Revert backward incompatible change (BaseURL)
+
+
+0.9.5 (2017-02-14)
+==================
+
+* Fix BaseURL rich comparison support
+
+
+0.9.4 (2017-02-14)
+==================
+
+* Use BaseURL
+
+
+0.9.3 (2017-02-14)
+==================
+
+* Added BaseURL
+
+
+0.9.2 (2017-02-08)
+==================
+
+* Remove debug print
+
+
+0.9.1 (2017-02-07)
+==================
+
+* Do not lose tail chars (#45)
+
+
+0.9.0 (2017-02-07)
+==================
+
+* Allow to quote ``%`` in non strict mode (#21)
+
+* Incorrect parsing of query parameters with %3B (;) inside (#34)
+
+* Fix core dumps (#41)
+
+* tmpbuf - compiling error (#43)
+
+* Added ``URL.update_path()`` method
+
+* Added ``URL.update_query()`` method (#47)
+
+
+0.8.1 (2016-12-03)
+==================
+
+* Fix broken aiohttp: revert back ``quote`` / ``unquote``.
+
+
+0.8.0 (2016-12-03)
+==================
+
+* Support more verbose error messages in ``.with_query()`` (#24)
+
+* Don't percent-encode ``@`` and ``:`` in path (#32)
+
+* Don't expose ``yarl.quote`` and ``yarl.unquote``, these functions are
+  part of private API
+
+0.7.1 (2016-11-18)
+==================
+
+* Accept not only ``str`` but all classes inherited from ``str`` also (#25)
+
+0.7.0 (2016-11-07)
+==================
+
+* Accept ``int`` as value for ``.with_query()``
+
+0.6.0 (2016-11-07)
+==================
+
+* Explicitly use UTF8 encoding in setup.py (#20)
+* Properly unquote non-UTF8 strings (#19)
+
+0.5.3 (2016-11-02)
+==================
+
+* Don't use namedtuple fields but indexes on URL construction
+
+0.5.2 (2016-11-02)
+==================
+
+* Inline ``_encode`` class method
+
+0.5.1 (2016-11-02)
+==================
+
+* Make URL construction faster by removing extra classmethod calls
+
+0.5.0 (2016-11-02)
+==================
+
+* Add cython optimization for quoting/unquoting
+* Provide binary wheels
+
+0.4.3 (2016-09-29)
+==================
+
+* Fix typing stubs
+
+0.4.2 (2016-09-29)
+==================
+
+* Expose ``quote()`` and ``unquote()`` as public API
+
+0.4.1 (2016-09-28)
+==================
+
+* Support empty values in query (``'/path?arg'``)
+
+0.4.0 (2016-09-27)
+==================
+
+* Introduce ``relative()`` (#16)
+
+0.3.2 (2016-09-27)
+==================
+
+* Typo fixes #15
+
+0.3.1 (2016-09-26)
+==================
+
+* Support sequence of pairs as ``with_query()`` parameter
+
+0.3.0 (2016-09-26)
+==================
+
+* Introduce ``is_default_port()``
+
+0.2.1 (2016-09-26)
+==================
+
+* Raise ValueError for URLs like 'http://:8080/'
+
+0.2.0 (2016-09-18)
+==================
+
+* Avoid doubling slashes when joining paths (#13)
+
+* Appending path starting from slash is forbidden (#12)
+
+0.1.4 (2016-09-09)
+==================
+
+* Add kwargs support for ``with_query()`` (#10)
+
+0.1.3 (2016-09-07)
+==================
+
+* Document ``with_query()``, ``with_fragment()`` and ``origin()``
+
+* Allow ``None`` for ``with_query()`` and ``with_fragment()``
+
+0.1.2 (2016-09-07)
+==================
+
+* Fix links, tune docs theme.
+
+0.1.1 (2016-09-06)
+==================
+
+* Update README, old version used obsolete API
+
+0.1.0 (2016-09-06)
+==================
+
+* The library was deeply refactored, bytes are gone away but all
+  accepted strings are encoded if needed.
+
+0.0.1 (2016-08-30)
+==================
+
+* The first release.
diff --git a/venv/lib/python3.8/site-packages/yarl-1.8.1.dist-info/RECORD b/venv/lib/python3.8/site-packages/yarl-1.8.1.dist-info/RECORD
new file mode 100644
index 0000000..b112359
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/yarl-1.8.1.dist-info/RECORD
@@ -0,0 +1,21 @@
+yarl-1.8.1.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+yarl-1.8.1.dist-info/LICENSE,sha256=VtasbIEFwKUTBMIdsGDjYa-ajqCvmnXCOcKLXRNpODg,609
+yarl-1.8.1.dist-info/METADATA,sha256=miGXpqjgTKfnHjfF_OaWDj5fSflKjCUMzCHTVW3e4ts,21168
+yarl-1.8.1.dist-info/RECORD,,
+yarl-1.8.1.dist-info/REQUESTED,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+yarl-1.8.1.dist-info/WHEEL,sha256=-ijGDuALlPxm3HbhKntps0QzHsi-DPlXqgerYTTJkFE,148
+yarl-1.8.1.dist-info/direct_url.json,sha256=zIrDYBJbooorcXB65TMhiD8oOFhyjmzb3lBO_fYAZvI,286
+yarl-1.8.1.dist-info/top_level.txt,sha256=vf3SJuQh-k7YtvsUrV_OPOrT9Kqn0COlk7IPYyhtGkQ,5
+yarl/__init__.py,sha256=fjrukeRbTWwAxpA2u31Znyr0EBu_LDID-29qpQEGvPU,154
+yarl/__init__.pyi,sha256=ES2kbXk-0ra-aCz_VI1accDanuHfkoW964hbRfqSYeU,3883
+yarl/__pycache__/__init__.cpython-38.pyc,,
+yarl/__pycache__/_quoting.cpython-38.pyc,,
+yarl/__pycache__/_quoting_py.cpython-38.pyc,,
+yarl/__pycache__/_url.cpython-38.pyc,,
+yarl/_quoting.py,sha256=A35UGLJW4EOOHZNNocSiK7tRNGKe1NgqH3jxMoYN2x0,519
+yarl/_quoting_c.cpython-38-x86_64-linux-gnu.so,sha256=5u4vntnPPFIGCtCmb_EDLTNdVCYkOilLEgvgcyyENgA,826264
+yarl/_quoting_c.pyi,sha256=plPeUkIbXp4Hzi0AbYII4JA0H9tCjtjw-UUPU5Na1s0,447
+yarl/_quoting_c.pyx,sha256=BfSYcmmdSmffiztCvGoV8CVvkPKtvScMhL2OkVF5P1w,11498
+yarl/_quoting_py.py,sha256=K419wlfyIlGM7-UbxobWv8lOkger8Ut7rrgoJ4xDgAU,6370
+yarl/_url.py,sha256=CNyoLNCUKyqoaV-8WWTBJqd8F2HHaWWjBS-5AeKwCRs,36426
+yarl/py.typed,sha256=ay5OMO475PlcZ_Fbun9maHW7Y6MBTk0UXL4ztHx3Iug,14
diff --git a/venv/lib/python3.8/site-packages/yarl-1.8.1.dist-info/REQUESTED b/venv/lib/python3.8/site-packages/yarl-1.8.1.dist-info/REQUESTED
new file mode 100644
index 0000000..e69de29
diff --git a/venv/lib/python3.8/site-packages/yarl-1.8.1.dist-info/WHEEL b/venv/lib/python3.8/site-packages/yarl-1.8.1.dist-info/WHEEL
new file mode 120000
index 0000000..8b6429d
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/yarl-1.8.1.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/fa/28/c6/0ee00b94fc66dc76e12a7b69b344331ec8be0cf957aa07ab6134c99051
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/yarl-1.8.1.dist-info/direct_url.json b/venv/lib/python3.8/site-packages/yarl-1.8.1.dist-info/direct_url.json
new file mode 100644
index 0000000..e9bee16
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/yarl-1.8.1.dist-info/direct_url.json
@@ -0,0 +1 @@
+{"archive_info": {"hash": "sha256=ea513a25976d21733bff523e0ca836ef1679630ef4ad22d46987d04b372d57fc"}, "url": "https://files.pythonhosted.org/packages/dd/cf/5e7d506b9b5add77548252d6938380e08caf59ba808ac3cf0f0635629d1a/yarl-1.8.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"}
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/yarl-1.8.1.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/yarl-1.8.1.dist-info/top_level.txt
new file mode 120000
index 0000000..cfb2c96
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/yarl-1.8.1.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/bd/fd/d2/26e421fa4ed8b6fb14ad5fce3cead3f4aaa7d023a593b20f63286d1a44
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/yarl/__init__.py b/venv/lib/python3.8/site-packages/yarl/__init__.py
new file mode 100644
index 0000000..27be88c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/yarl/__init__.py
@@ -0,0 +1,5 @@
+from ._url import URL, cache_clear, cache_configure, cache_info
+
+__version__ = "1.8.1"
+
+__all__ = ("URL", "cache_clear", "cache_configure", "cache_info")
diff --git a/venv/lib/python3.8/site-packages/yarl/__init__.pyi b/venv/lib/python3.8/site-packages/yarl/__init__.pyi
new file mode 100644
index 0000000..fc761b5
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/yarl/__init__.pyi
@@ -0,0 +1,118 @@
+import sys
+from functools import _CacheInfo
+from typing import Any, Mapping, Optional, Sequence, Tuple, Type, Union, overload
+
+import multidict
+
+if sys.version_info >= (3, 8):
+    from typing import Final, TypedDict, final
+else:
+    from typing_extensions import Final, TypedDict, final
+
+_SimpleQuery = Union[str, int, float]
+_QueryVariable = Union[_SimpleQuery, Sequence[_SimpleQuery]]
+_Query = Union[
+    None, str, Mapping[str, _QueryVariable], Sequence[Tuple[str, _QueryVariable]]
+]
+
+@final
+class URL:
+    scheme: Final[str]
+    raw_user: Final[str]
+    user: Final[Optional[str]]
+    raw_password: Final[Optional[str]]
+    password: Final[Optional[str]]
+    raw_host: Final[Optional[str]]
+    host: Final[Optional[str]]
+    port: Final[Optional[int]]
+    raw_authority: Final[str]
+    authority: Final[str]
+    raw_path: Final[str]
+    path: Final[str]
+    raw_query_string: Final[str]
+    query_string: Final[str]
+    path_qs: Final[str]
+    raw_path_qs: Final[str]
+    raw_fragment: Final[str]
+    fragment: Final[str]
+    query: Final[multidict.MultiDict[str]]
+    raw_name: Final[str]
+    name: Final[str]
+    raw_suffix: Final[str]
+    suffix: Final[str]
+    raw_suffixes: Final[Tuple[str, ...]]
+    suffixes: Final[Tuple[str, ...]]
+    raw_parts: Final[Tuple[str, ...]]
+    parts: Final[Tuple[str, ...]]
+    parent: Final[URL]
+    def __init__(
+        self, val: Union[str, "URL"] = ..., *, encoded: bool = ...
+    ) -> None: ...
+    @classmethod
+    def build(
+        cls,
+        *,
+        scheme: str = ...,
+        authority: str = ...,
+        user: Optional[str] = ...,
+        password: Optional[str] = ...,
+        host: str = ...,
+        port: Optional[int] = ...,
+        path: str = ...,
+        query: Optional[_Query] = ...,
+        query_string: str = ...,
+        fragment: str = ...,
+        encoded: bool = ...
+    ) -> URL: ...
+    def __str__(self) -> str: ...
+    def __repr__(self) -> str: ...
+    def __eq__(self, other: Any) -> bool: ...
+    def __le__(self, other: Any) -> bool: ...
+    def __lt__(self, other: Any) -> bool: ...
+    def __ge__(self, other: Any) -> bool: ...
+    def __gt__(self, other: Any) -> bool: ...
+    def __hash__(self) -> int: ...
+    def __truediv__(self, name: str) -> URL: ...
+    def __mod__(self, query: _Query) -> URL: ...
+    def is_absolute(self) -> bool: ...
+    def is_default_port(self) -> bool: ...
+    def origin(self) -> URL: ...
+    def relative(self) -> URL: ...
+    def with_scheme(self, scheme: str) -> URL: ...
+    def with_user(self, user: Optional[str]) -> URL: ...
+    def with_password(self, password: Optional[str]) -> URL: ...
+    def with_host(self, host: str) -> URL: ...
+    def with_port(self, port: Optional[int]) -> URL: ...
+    def with_path(self, path: str, *, encoded: bool = ...) -> URL: ...
+    @overload
+    def with_query(self, query: _Query) -> URL: ...
+    @overload
+    def with_query(self, **kwargs: _QueryVariable) -> URL: ...
+    @overload
+    def update_query(self, query: _Query) -> URL: ...
+    @overload
+    def update_query(self, **kwargs: _QueryVariable) -> URL: ...
+    def with_fragment(self, fragment: Optional[str]) -> URL: ...
+    def with_name(self, name: str) -> URL: ...
+    def with_suffix(self, suffix: str) -> URL: ...
+    def join(self, url: URL) -> URL: ...
+    def human_repr(self) -> str: ...
+    # private API
+    @classmethod
+    def _normalize_path(cls, path: str) -> str: ...
+
+@final
+class cached_property:
+    def __init__(self, wrapped: Any) -> None: ...
+    def __get__(self, inst: URL, owner: Type[URL]) -> Any: ...
+    def __set__(self, inst: URL, value: Any) -> None: ...
+
+class CacheInfo(TypedDict):
+    idna_encode: _CacheInfo
+    idna_decode: _CacheInfo
+
+def cache_clear() -> None: ...
+def cache_info() -> CacheInfo: ...
+def cache_configure(
+    *, idna_encode_size: Optional[int] = ..., idna_decode_size: Optional[int] = ...
+) -> None: ...
diff --git a/venv/lib/python3.8/site-packages/yarl/__pycache__/__init__.cpython-38.pyc b/venv/lib/python3.8/site-packages/yarl/__pycache__/__init__.cpython-38.pyc
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diff --git a/venv/lib/python3.8/site-packages/yarl/__pycache__/_quoting.cpython-38.pyc b/venv/lib/python3.8/site-packages/yarl/__pycache__/_quoting.cpython-38.pyc
new file mode 100644
index 0000000..18b1ce9
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diff --git a/venv/lib/python3.8/site-packages/yarl/__pycache__/_quoting_py.cpython-38.pyc b/venv/lib/python3.8/site-packages/yarl/__pycache__/_quoting_py.cpython-38.pyc
new file mode 100644
index 0000000..475d547
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diff --git a/venv/lib/python3.8/site-packages/yarl/__pycache__/_url.cpython-38.pyc b/venv/lib/python3.8/site-packages/yarl/__pycache__/_url.cpython-38.pyc
new file mode 100644
index 0000000..2b1e1ac
Binary files /dev/null and b/venv/lib/python3.8/site-packages/yarl/__pycache__/_url.cpython-38.pyc differ
diff --git a/venv/lib/python3.8/site-packages/yarl/_quoting.py b/venv/lib/python3.8/site-packages/yarl/_quoting.py
new file mode 120000
index 0000000..9d633de
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/yarl/_quoting.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/03/7e/54/18b256e0438e1d934da1c4a22bbb5134629ed4d82a1f78f132860ddb1d
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/yarl/_quoting_c.cpython-38-x86_64-linux-gnu.so b/venv/lib/python3.8/site-packages/yarl/_quoting_c.cpython-38-x86_64-linux-gnu.so
new file mode 100755
index 0000000..69cd00e
Binary files /dev/null and b/venv/lib/python3.8/site-packages/yarl/_quoting_c.cpython-38-x86_64-linux-gnu.so differ
diff --git a/venv/lib/python3.8/site-packages/yarl/_quoting_c.pyi b/venv/lib/python3.8/site-packages/yarl/_quoting_c.pyi
new file mode 120000
index 0000000..65af32f
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/yarl/_quoting_c.pyi
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/a6/53/de/52421b5e9e07ce2d006d8208e090341fdb428ed8f0f9450f53935ad6cd
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/yarl/_quoting_c.pyx b/venv/lib/python3.8/site-packages/yarl/_quoting_c.pyx
new file mode 100644
index 0000000..5335d17
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/yarl/_quoting_c.pyx
@@ -0,0 +1,371 @@
+# cython: language_level=3
+
+from cpython.exc cimport PyErr_NoMemory
+from cpython.mem cimport PyMem_Free, PyMem_Malloc, PyMem_Realloc
+from cpython.unicode cimport PyUnicode_DecodeASCII, PyUnicode_DecodeUTF8Stateful
+from libc.stdint cimport uint8_t, uint64_t
+from libc.string cimport memcpy, memset
+
+from string import ascii_letters, digits
+
+
+cdef str GEN_DELIMS = ":/?#[]@"
+cdef str SUB_DELIMS_WITHOUT_QS = "!$'()*,"
+cdef str SUB_DELIMS = SUB_DELIMS_WITHOUT_QS + '+?=;'
+cdef str RESERVED = GEN_DELIMS + SUB_DELIMS
+cdef str UNRESERVED = ascii_letters + digits + '-._~'
+cdef str ALLOWED = UNRESERVED + SUB_DELIMS_WITHOUT_QS
+cdef str QS = '+&=;'
+
+DEF BUF_SIZE = 8 * 1024  # 8KiB
+cdef char BUFFER[BUF_SIZE]
+
+cdef inline Py_UCS4 _to_hex(uint8_t v):
+    if v < 10:
+        return <Py_UCS4>(v+0x30)  # ord('0') == 0x30
+    else:
+        return <Py_UCS4>(v+0x41-10)  # ord('A') == 0x41
+
+
+cdef inline int _from_hex(Py_UCS4 v):
+    if '0' <= v <= '9':
+        return <int>(v) - 0x30  # ord('0') == 0x30
+    elif 'A' <= v <= 'F':
+        return <int>(v) - 0x41 + 10  # ord('A') == 0x41
+    elif 'a' <= v <= 'f':
+        return <int>(v) - 0x61 + 10  # ord('a') == 0x61
+    else:
+        return -1
+
+
+cdef inline int _is_lower_hex(Py_UCS4 v):
+    return 'a' <= v <= 'f'
+
+
+cdef inline Py_UCS4 _restore_ch(Py_UCS4 d1, Py_UCS4 d2):
+    cdef int digit1 = _from_hex(d1)
+    if digit1 < 0:
+        return <Py_UCS4>-1
+    cdef int digit2 = _from_hex(d2)
+    if digit2 < 0:
+        return <Py_UCS4>-1
+    return <Py_UCS4>(digit1 << 4 | digit2)
+
+
+cdef uint8_t ALLOWED_TABLE[16]
+cdef uint8_t ALLOWED_NOTQS_TABLE[16]
+
+
+cdef inline bint bit_at(uint8_t array[], uint64_t ch):
+    return array[ch >> 3] & (1 << (ch & 7))
+
+
+cdef inline void set_bit(uint8_t array[], uint64_t ch):
+    array[ch >> 3] |= (1 << (ch & 7))
+
+
+memset(ALLOWED_TABLE, 0, sizeof(ALLOWED_TABLE))
+memset(ALLOWED_NOTQS_TABLE, 0, sizeof(ALLOWED_NOTQS_TABLE))
+
+for i in range(128):
+    if chr(i) in ALLOWED:
+        set_bit(ALLOWED_TABLE, i)
+        set_bit(ALLOWED_NOTQS_TABLE, i)
+    if chr(i) in QS:
+        set_bit(ALLOWED_NOTQS_TABLE, i)
+
+# ----------------- writer ---------------------------
+
+cdef struct Writer:
+    char *buf
+    Py_ssize_t size
+    Py_ssize_t pos
+    bint changed
+
+
+cdef inline void _init_writer(Writer* writer):
+    writer.buf = &BUFFER[0]
+    writer.size = BUF_SIZE
+    writer.pos = 0
+    writer.changed = 0
+
+
+cdef inline void _release_writer(Writer* writer):
+    if writer.buf != BUFFER:
+        PyMem_Free(writer.buf)
+
+
+cdef inline int _write_char(Writer* writer, Py_UCS4 ch, bint changed):
+    cdef char * buf
+    cdef Py_ssize_t size
+
+    if writer.pos == writer.size:
+        # reallocate
+        size = writer.size + BUF_SIZE
+        if writer.buf == BUFFER:
+            buf = <char*>PyMem_Malloc(size)
+            if buf == NULL:
+                PyErr_NoMemory()
+                return -1
+            memcpy(buf, writer.buf, writer.size)
+        else:
+            buf = <char*>PyMem_Realloc(writer.buf, size)
+            if buf == NULL:
+                PyErr_NoMemory()
+                return -1
+        writer.buf = buf
+        writer.size = size
+    writer.buf[writer.pos] = <char>ch
+    writer.pos += 1
+    writer.changed |= changed
+    return 0
+
+
+cdef inline int _write_pct(Writer* writer, uint8_t ch, bint changed):
+    if _write_char(writer, '%', changed) < 0:
+        return -1
+    if _write_char(writer, _to_hex(<uint8_t>ch >> 4), changed) < 0:
+        return -1
+    return _write_char(writer, _to_hex(<uint8_t>ch & 0x0f), changed)
+
+
+cdef inline int _write_utf8(Writer* writer, Py_UCS4 symbol):
+    cdef uint64_t utf = <uint64_t> symbol
+
+    if utf < 0x80:
+        return _write_pct(writer, <uint8_t>utf, True)
+    elif utf < 0x800:
+        if _write_pct(writer, <uint8_t>(0xc0 | (utf >> 6)), True) < 0:
+            return -1
+        return _write_pct(writer,  <uint8_t>(0x80 | (utf & 0x3f)), True)
+    elif 0xD800 <= utf <= 0xDFFF:
+        # surogate pair, ignored
+        return 0
+    elif utf < 0x10000:
+        if _write_pct(writer, <uint8_t>(0xe0 | (utf >> 12)), True) < 0:
+            return -1
+        if _write_pct(writer, <uint8_t>(0x80 | ((utf >> 6) & 0x3f)),
+                       True) < 0:
+            return -1
+        return _write_pct(writer, <uint8_t>(0x80 | (utf & 0x3f)), True)
+    elif utf > 0x10FFFF:
+        # symbol is too large
+        return 0
+    else:
+        if _write_pct(writer,  <uint8_t>(0xf0 | (utf >> 18)), True) < 0:
+            return -1
+        if _write_pct(writer,  <uint8_t>(0x80 | ((utf >> 12) & 0x3f)),
+                       True) < 0:
+           return -1
+        if _write_pct(writer,  <uint8_t>(0x80 | ((utf >> 6) & 0x3f)),
+                       True) < 0:
+            return -1
+        return _write_pct(writer, <uint8_t>(0x80 | (utf & 0x3f)), True)
+
+
+# --------------------- end writer --------------------------
+
+
+cdef class _Quoter:
+    cdef bint _qs
+    cdef bint _requote
+
+    cdef uint8_t _safe_table[16]
+    cdef uint8_t _protected_table[16]
+
+    def __init__(
+            self, *, str safe='', str protected='', bint qs=False, bint requote=True,
+    ):
+        cdef Py_UCS4 ch
+
+        self._qs = qs
+        self._requote = requote
+
+        if not self._qs:
+            memcpy(self._safe_table,
+                   ALLOWED_NOTQS_TABLE,
+                   sizeof(self._safe_table))
+        else:
+            memcpy(self._safe_table,
+                   ALLOWED_TABLE,
+                   sizeof(self._safe_table))
+        for ch in safe:
+            if ord(ch) > 127:
+                raise ValueError("Only safe symbols with ORD < 128 are allowed")
+            set_bit(self._safe_table, ch)
+
+        memset(self._protected_table, 0, sizeof(self._protected_table))
+        for ch in protected:
+            if ord(ch) > 127:
+                raise ValueError("Only safe symbols with ORD < 128 are allowed")
+            set_bit(self._safe_table, ch)
+            set_bit(self._protected_table, ch)
+
+    def __call__(self, val):
+        cdef Writer writer
+        if val is None:
+            return None
+        if type(val) is not str:
+            if isinstance(val, str):
+                # derived from str
+                val = str(val)
+            else:
+                raise TypeError("Argument should be str")
+        _init_writer(&writer)
+        try:
+            return self._do_quote(<str>val, &writer)
+        finally:
+            _release_writer(&writer)
+
+    cdef str _do_quote(self, str val, Writer *writer):
+        cdef Py_UCS4 ch
+        cdef int changed
+        cdef int idx = 0
+        cdef int length = len(val)
+
+        while idx < length:
+            ch = val[idx]
+            idx += 1
+            if ch == '%' and self._requote and idx <= length - 2:
+                ch = _restore_ch(val[idx], val[idx + 1])
+                if ch != <Py_UCS4>-1:
+                    idx += 2
+                    if ch < 128:
+                        if bit_at(self._protected_table, ch):
+                            if _write_pct(writer, ch, True) < 0:
+                                raise
+                            continue
+
+                        if bit_at(self._safe_table, ch):
+                            if _write_char(writer, ch, True) < 0:
+                                raise
+                            continue
+
+                    changed = (_is_lower_hex(val[idx - 2]) or
+                               _is_lower_hex(val[idx - 1]))
+                    if _write_pct(writer, ch, changed) < 0:
+                        raise
+                    continue
+                else:
+                    ch = '%'
+
+            if self._write(writer, ch) < 0:
+                raise
+
+        if not writer.changed:
+            return val
+        else:
+            return PyUnicode_DecodeASCII(writer.buf, writer.pos, "strict")
+
+    cdef inline int _write(self, Writer *writer, Py_UCS4 ch):
+        if self._qs:
+            if ch == ' ':
+                return _write_char(writer, '+', True)
+
+        if ch < 128 and bit_at(self._safe_table, ch):
+            return _write_char(writer, ch, False)
+
+        return _write_utf8(writer, ch)
+
+
+cdef class _Unquoter:
+    cdef str _unsafe
+    cdef bint _qs
+    cdef _Quoter _quoter
+    cdef _Quoter _qs_quoter
+
+    def __init__(self, *, unsafe='', qs=False):
+        self._unsafe = unsafe
+        self._qs = qs
+        self._quoter = _Quoter()
+        self._qs_quoter = _Quoter(qs=True)
+
+    def __call__(self, val):
+        if val is None:
+            return None
+        if type(val) is not str:
+            if isinstance(val, str):
+                # derived from str
+                val = str(val)
+            else:
+                raise TypeError("Argument should be str")
+        return self._do_unquote(<str>val)
+
+    cdef str _do_unquote(self, str val):
+        if len(val) == 0:
+            return val
+        cdef list ret = []
+        cdef char buffer[4]
+        cdef Py_ssize_t buflen = 0
+        cdef Py_ssize_t consumed
+        cdef str unquoted
+        cdef Py_UCS4 ch = 0
+        cdef Py_ssize_t idx = 0
+        cdef Py_ssize_t length = len(val)
+        cdef Py_ssize_t start_pct
+
+        while idx < length:
+            ch = val[idx]
+            idx += 1
+            if ch == '%' and idx <= length - 2:
+                ch = _restore_ch(val[idx], val[idx + 1])
+                if ch != <Py_UCS4>-1:
+                    idx += 2
+                    assert buflen < 4
+                    buffer[buflen] = ch
+                    buflen += 1
+                    try:
+                        unquoted = PyUnicode_DecodeUTF8Stateful(buffer, buflen,
+                                                                NULL, &consumed)
+                    except UnicodeDecodeError:
+                        start_pct = idx - buflen * 3
+                        buffer[0] = ch
+                        buflen = 1
+                        ret.append(val[start_pct : idx - 3])
+                        try:
+                            unquoted = PyUnicode_DecodeUTF8Stateful(buffer, buflen,
+                                                                    NULL, &consumed)
+                        except UnicodeDecodeError:
+                            buflen = 0
+                            ret.append(val[idx - 3 : idx])
+                            continue
+                    if not unquoted:
+                        assert consumed == 0
+                        continue
+                    assert consumed == buflen
+                    buflen = 0
+                    if self._qs and unquoted in '+=&;':
+                        ret.append(self._qs_quoter(unquoted))
+                    elif unquoted in self._unsafe:
+                        ret.append(self._quoter(unquoted))
+                    else:
+                        ret.append(unquoted)
+                    continue
+                else:
+                    ch = '%'
+
+            if buflen:
+                start_pct = idx - 1 - buflen * 3
+                ret.append(val[start_pct : idx - 1])
+                buflen = 0
+
+            if ch == '+':
+                if not self._qs or ch in self._unsafe:
+                    ret.append('+')
+                else:
+                    ret.append(' ')
+                continue
+
+            if ch in self._unsafe:
+                ret.append('%')
+                h = hex(ord(ch)).upper()[2:]
+                for ch in h:
+                    ret.append(ch)
+                continue
+
+            ret.append(ch)
+
+        if buflen:
+            ret.append(val[length - buflen * 3 : length])
+
+        return ''.join(ret)
diff --git a/venv/lib/python3.8/site-packages/yarl/_quoting_py.py b/venv/lib/python3.8/site-packages/yarl/_quoting_py.py
new file mode 100644
index 0000000..585a1da
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/yarl/_quoting_py.py
@@ -0,0 +1,197 @@
+import codecs
+import re
+from string import ascii_letters, ascii_lowercase, digits
+from typing import Optional, cast
+
+BASCII_LOWERCASE = ascii_lowercase.encode("ascii")
+BPCT_ALLOWED = {f"%{i:02X}".encode("ascii") for i in range(256)}
+GEN_DELIMS = ":/?#[]@"
+SUB_DELIMS_WITHOUT_QS = "!$'()*,"
+SUB_DELIMS = SUB_DELIMS_WITHOUT_QS + "+&=;"
+RESERVED = GEN_DELIMS + SUB_DELIMS
+UNRESERVED = ascii_letters + digits + "-._~"
+ALLOWED = UNRESERVED + SUB_DELIMS_WITHOUT_QS
+
+
+_IS_HEX = re.compile(b"[A-Z0-9][A-Z0-9]")
+_IS_HEX_STR = re.compile("[A-Fa-f0-9][A-Fa-f0-9]")
+
+utf8_decoder = codecs.getincrementaldecoder("utf-8")
+
+
+class _Quoter:
+    def __init__(
+        self,
+        *,
+        safe: str = "",
+        protected: str = "",
+        qs: bool = False,
+        requote: bool = True,
+    ) -> None:
+        self._safe = safe
+        self._protected = protected
+        self._qs = qs
+        self._requote = requote
+
+    def __call__(self, val: Optional[str]) -> Optional[str]:
+        if val is None:
+            return None
+        if not isinstance(val, str):
+            raise TypeError("Argument should be str")
+        if not val:
+            return ""
+        bval = cast(str, val).encode("utf8", errors="ignore")
+        ret = bytearray()
+        pct = bytearray()
+        safe = self._safe
+        safe += ALLOWED
+        if not self._qs:
+            safe += "+&=;"
+        safe += self._protected
+        bsafe = safe.encode("ascii")
+        idx = 0
+        while idx < len(bval):
+            ch = bval[idx]
+            idx += 1
+
+            if pct:
+                if ch in BASCII_LOWERCASE:
+                    ch = ch - 32  # convert to uppercase
+                pct.append(ch)
+                if len(pct) == 3:  # pragma: no branch   # peephole optimizer
+                    buf = pct[1:]
+                    if not _IS_HEX.match(buf):
+                        ret.extend(b"%25")
+                        pct.clear()
+                        idx -= 2
+                        continue
+                    try:
+                        unquoted = chr(int(pct[1:].decode("ascii"), base=16))
+                    except ValueError:
+                        ret.extend(b"%25")
+                        pct.clear()
+                        idx -= 2
+                        continue
+
+                    if unquoted in self._protected:
+                        ret.extend(pct)
+                    elif unquoted in safe:
+                        ret.append(ord(unquoted))
+                    else:
+                        ret.extend(pct)
+                    pct.clear()
+
+                # special case, if we have only one char after "%"
+                elif len(pct) == 2 and idx == len(bval):
+                    ret.extend(b"%25")
+                    pct.clear()
+                    idx -= 1
+
+                continue
+
+            elif ch == ord("%") and self._requote:
+                pct.clear()
+                pct.append(ch)
+
+                # special case if "%" is last char
+                if idx == len(bval):
+                    ret.extend(b"%25")
+
+                continue
+
+            if self._qs:
+                if ch == ord(" "):
+                    ret.append(ord("+"))
+                    continue
+            if ch in bsafe:
+                ret.append(ch)
+                continue
+
+            ret.extend((f"%{ch:02X}").encode("ascii"))
+
+        ret2 = ret.decode("ascii")
+        if ret2 == val:
+            return val
+        return ret2
+
+
+class _Unquoter:
+    def __init__(self, *, unsafe: str = "", qs: bool = False) -> None:
+        self._unsafe = unsafe
+        self._qs = qs
+        self._quoter = _Quoter()
+        self._qs_quoter = _Quoter(qs=True)
+
+    def __call__(self, val: Optional[str]) -> Optional[str]:
+        if val is None:
+            return None
+        if not isinstance(val, str):
+            raise TypeError("Argument should be str")
+        if not val:
+            return ""
+        decoder = cast(codecs.BufferedIncrementalDecoder, utf8_decoder())
+        ret = []
+        idx = 0
+        while idx < len(val):
+            ch = val[idx]
+            idx += 1
+            if ch == "%" and idx <= len(val) - 2:
+                pct = val[idx : idx + 2]
+                if _IS_HEX_STR.fullmatch(pct):
+                    b = bytes([int(pct, base=16)])
+                    idx += 2
+                    try:
+                        unquoted = decoder.decode(b)
+                    except UnicodeDecodeError:
+                        start_pct = idx - 3 - len(decoder.buffer) * 3
+                        ret.append(val[start_pct : idx - 3])
+                        decoder.reset()
+                        try:
+                            unquoted = decoder.decode(b)
+                        except UnicodeDecodeError:
+                            ret.append(val[idx - 3 : idx])
+                            continue
+                    if not unquoted:
+                        continue
+                    if self._qs and unquoted in "+=&;":
+                        to_add = self._qs_quoter(unquoted)
+                        if to_add is None:  # pragma: no cover
+                            raise RuntimeError("Cannot quote None")
+                        ret.append(to_add)
+                    elif unquoted in self._unsafe:
+                        to_add = self._quoter(unquoted)
+                        if to_add is None:  # pragma: no cover
+                            raise RuntimeError("Cannot quote None")
+                        ret.append(to_add)
+                    else:
+                        ret.append(unquoted)
+                    continue
+
+            if decoder.buffer:
+                start_pct = idx - 1 - len(decoder.buffer) * 3
+                ret.append(val[start_pct : idx - 1])
+                decoder.reset()
+
+            if ch == "+":
+                if not self._qs or ch in self._unsafe:
+                    ret.append("+")
+                else:
+                    ret.append(" ")
+                continue
+
+            if ch in self._unsafe:
+                ret.append("%")
+                h = hex(ord(ch)).upper()[2:]
+                for ch in h:
+                    ret.append(ch)
+                continue
+
+            ret.append(ch)
+
+        if decoder.buffer:
+            ret.append(val[-len(decoder.buffer) * 3 :])
+
+        ret2 = "".join(ret)
+        if ret2 == val:
+            return val
+        return ret2
diff --git a/venv/lib/python3.8/site-packages/yarl/_url.py b/venv/lib/python3.8/site-packages/yarl/_url.py
new file mode 100644
index 0000000..dfcff2e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/yarl/_url.py
@@ -0,0 +1,1159 @@
+import functools
+import math
+import warnings
+from collections.abc import Mapping, Sequence
+from ipaddress import ip_address
+from urllib.parse import SplitResult, parse_qsl, quote, urljoin, urlsplit, urlunsplit
+
+import idna
+from multidict import MultiDict, MultiDictProxy
+
+from ._quoting import _Quoter, _Unquoter
+
+DEFAULT_PORTS = {"http": 80, "https": 443, "ws": 80, "wss": 443}
+
+sentinel = object()
+
+
+def rewrite_module(obj: object) -> object:
+    obj.__module__ = "yarl"
+    return obj
+
+
+class cached_property:
+    """Use as a class method decorator.  It operates almost exactly like
+    the Python `@property` decorator, but it puts the result of the
+    method it decorates into the instance dict after the first call,
+    effectively replacing the function it decorates with an instance
+    variable.  It is, in Python parlance, a data descriptor.
+
+    """
+
+    def __init__(self, wrapped):
+        self.wrapped = wrapped
+        try:
+            self.__doc__ = wrapped.__doc__
+        except AttributeError:  # pragma: no cover
+            self.__doc__ = ""
+        self.name = wrapped.__name__
+
+    def __get__(self, inst, owner, _sentinel=sentinel):
+        if inst is None:
+            return self
+        val = inst._cache.get(self.name, _sentinel)
+        if val is not _sentinel:
+            return val
+        val = self.wrapped(inst)
+        inst._cache[self.name] = val
+        return val
+
+    def __set__(self, inst, value):
+        raise AttributeError("cached property is read-only")
+
+
+@rewrite_module
+class URL:
+    # Don't derive from str
+    # follow pathlib.Path design
+    # probably URL will not suffer from pathlib problems:
+    # it's intended for libraries like aiohttp,
+    # not to be passed into standard library functions like os.open etc.
+
+    # URL grammar (RFC 3986)
+    # pct-encoded = "%" HEXDIG HEXDIG
+    # reserved    = gen-delims / sub-delims
+    # gen-delims  = ":" / "/" / "?" / "#" / "[" / "]" / "@"
+    # sub-delims  = "!" / "$" / "&" / "'" / "(" / ")"
+    #             / "*" / "+" / "," / ";" / "="
+    # unreserved  = ALPHA / DIGIT / "-" / "." / "_" / "~"
+    # URI         = scheme ":" hier-part [ "?" query ] [ "#" fragment ]
+    # hier-part   = "//" authority path-abempty
+    #             / path-absolute
+    #             / path-rootless
+    #             / path-empty
+    # scheme      = ALPHA *( ALPHA / DIGIT / "+" / "-" / "." )
+    # authority   = [ userinfo "@" ] host [ ":" port ]
+    # userinfo    = *( unreserved / pct-encoded / sub-delims / ":" )
+    # host        = IP-literal / IPv4address / reg-name
+    # IP-literal = "[" ( IPv6address / IPvFuture  ) "]"
+    # IPvFuture  = "v" 1*HEXDIG "." 1*( unreserved / sub-delims / ":" )
+    # IPv6address =                            6( h16 ":" ) ls32
+    #             /                       "::" 5( h16 ":" ) ls32
+    #             / [               h16 ] "::" 4( h16 ":" ) ls32
+    #             / [ *1( h16 ":" ) h16 ] "::" 3( h16 ":" ) ls32
+    #             / [ *2( h16 ":" ) h16 ] "::" 2( h16 ":" ) ls32
+    #             / [ *3( h16 ":" ) h16 ] "::"    h16 ":"   ls32
+    #             / [ *4( h16 ":" ) h16 ] "::"              ls32
+    #             / [ *5( h16 ":" ) h16 ] "::"              h16
+    #             / [ *6( h16 ":" ) h16 ] "::"
+    # ls32        = ( h16 ":" h16 ) / IPv4address
+    #             ; least-significant 32 bits of address
+    # h16         = 1*4HEXDIG
+    #             ; 16 bits of address represented in hexadecimal
+    # IPv4address = dec-octet "." dec-octet "." dec-octet "." dec-octet
+    # dec-octet   = DIGIT                 ; 0-9
+    #             / %x31-39 DIGIT         ; 10-99
+    #             / "1" 2DIGIT            ; 100-199
+    #             / "2" %x30-34 DIGIT     ; 200-249
+    #             / "25" %x30-35          ; 250-255
+    # reg-name    = *( unreserved / pct-encoded / sub-delims )
+    # port        = *DIGIT
+    # path          = path-abempty    ; begins with "/" or is empty
+    #               / path-absolute   ; begins with "/" but not "//"
+    #               / path-noscheme   ; begins with a non-colon segment
+    #               / path-rootless   ; begins with a segment
+    #               / path-empty      ; zero characters
+    # path-abempty  = *( "/" segment )
+    # path-absolute = "/" [ segment-nz *( "/" segment ) ]
+    # path-noscheme = segment-nz-nc *( "/" segment )
+    # path-rootless = segment-nz *( "/" segment )
+    # path-empty    = 0<pchar>
+    # segment       = *pchar
+    # segment-nz    = 1*pchar
+    # segment-nz-nc = 1*( unreserved / pct-encoded / sub-delims / "@" )
+    #               ; non-zero-length segment without any colon ":"
+    # pchar         = unreserved / pct-encoded / sub-delims / ":" / "@"
+    # query       = *( pchar / "/" / "?" )
+    # fragment    = *( pchar / "/" / "?" )
+    # URI-reference = URI / relative-ref
+    # relative-ref  = relative-part [ "?" query ] [ "#" fragment ]
+    # relative-part = "//" authority path-abempty
+    #               / path-absolute
+    #               / path-noscheme
+    #               / path-empty
+    # absolute-URI  = scheme ":" hier-part [ "?" query ]
+    __slots__ = ("_cache", "_val")
+
+    _QUOTER = _Quoter(requote=False)
+    _REQUOTER = _Quoter()
+    _PATH_QUOTER = _Quoter(safe="@:", protected="/+", requote=False)
+    _PATH_REQUOTER = _Quoter(safe="@:", protected="/+")
+    _QUERY_QUOTER = _Quoter(safe="?/:@", protected="=+&;", qs=True, requote=False)
+    _QUERY_REQUOTER = _Quoter(safe="?/:@", protected="=+&;", qs=True)
+    _QUERY_PART_QUOTER = _Quoter(safe="?/:@", qs=True, requote=False)
+    _FRAGMENT_QUOTER = _Quoter(safe="?/:@", requote=False)
+    _FRAGMENT_REQUOTER = _Quoter(safe="?/:@")
+
+    _UNQUOTER = _Unquoter()
+    _PATH_UNQUOTER = _Unquoter(unsafe="+")
+    _QS_UNQUOTER = _Unquoter(qs=True)
+
+    def __new__(cls, val="", *, encoded=False, strict=None):
+        if strict is not None:  # pragma: no cover
+            warnings.warn("strict parameter is ignored")
+        if type(val) is cls:
+            return val
+        if type(val) is str:
+            val = urlsplit(val)
+        elif type(val) is SplitResult:
+            if not encoded:
+                raise ValueError("Cannot apply decoding to SplitResult")
+        elif isinstance(val, str):
+            val = urlsplit(str(val))
+        else:
+            raise TypeError("Constructor parameter should be str")
+
+        if not encoded:
+            if not val[1]:  # netloc
+                netloc = ""
+                host = ""
+            else:
+                host = val.hostname
+                if host is None:
+                    raise ValueError("Invalid URL: host is required for absolute urls")
+
+                try:
+                    port = val.port
+                except ValueError as e:
+                    raise ValueError(
+                        "Invalid URL: port can't be converted to integer"
+                    ) from e
+
+                netloc = cls._make_netloc(
+                    val.username, val.password, host, port, encode=True, requote=True
+                )
+            path = cls._PATH_REQUOTER(val[2])
+            if netloc:
+                path = cls._normalize_path(path)
+
+            cls._validate_authority_uri_abs_path(host=host, path=path)
+            query = cls._QUERY_REQUOTER(val[3])
+            fragment = cls._FRAGMENT_REQUOTER(val[4])
+            val = SplitResult(val[0], netloc, path, query, fragment)
+
+        self = object.__new__(cls)
+        self._val = val
+        self._cache = {}
+        return self
+
+    @classmethod
+    def build(
+        cls,
+        *,
+        scheme="",
+        authority="",
+        user=None,
+        password=None,
+        host="",
+        port=None,
+        path="",
+        query=None,
+        query_string="",
+        fragment="",
+        encoded=False,
+    ):
+        """Creates and returns a new URL"""
+
+        if authority and (user or password or host or port):
+            raise ValueError(
+                'Can\'t mix "authority" with "user", "password", "host" or "port".'
+            )
+        if port and not host:
+            raise ValueError('Can\'t build URL with "port" but without "host".')
+        if query and query_string:
+            raise ValueError('Only one of "query" or "query_string" should be passed')
+        if (
+            scheme is None
+            or authority is None
+            or path is None
+            or query_string is None
+            or fragment is None
+        ):
+            raise TypeError(
+                'NoneType is illegal for "scheme", "authority", "path", '
+                '"query_string", and "fragment" args, use empty string instead.'
+            )
+
+        if authority:
+            if encoded:
+                netloc = authority
+            else:
+                tmp = SplitResult("", authority, "", "", "")
+                netloc = cls._make_netloc(
+                    tmp.username, tmp.password, tmp.hostname, tmp.port, encode=True
+                )
+        elif not user and not password and not host and not port:
+            netloc = ""
+        else:
+            netloc = cls._make_netloc(
+                user, password, host, port, encode=not encoded, encode_host=not encoded
+            )
+        if not encoded:
+            path = cls._PATH_QUOTER(path)
+            if netloc:
+                path = cls._normalize_path(path)
+
+            cls._validate_authority_uri_abs_path(host=host, path=path)
+            query_string = cls._QUERY_QUOTER(query_string)
+            fragment = cls._FRAGMENT_QUOTER(fragment)
+
+        url = cls(
+            SplitResult(scheme, netloc, path, query_string, fragment), encoded=True
+        )
+
+        if query:
+            return url.with_query(query)
+        else:
+            return url
+
+    def __init_subclass__(cls):
+        raise TypeError(f"Inheriting a class {cls!r} from URL is forbidden")
+
+    def __str__(self):
+        val = self._val
+        if not val.path and self.is_absolute() and (val.query or val.fragment):
+            val = val._replace(path="/")
+        return urlunsplit(val)
+
+    def __repr__(self):
+        return f"{self.__class__.__name__}('{str(self)}')"
+
+    def __bytes__(self):
+        return str(self).encode("ascii")
+
+    def __eq__(self, other):
+        if not type(other) is URL:
+            return NotImplemented
+
+        val1 = self._val
+        if not val1.path and self.is_absolute():
+            val1 = val1._replace(path="/")
+
+        val2 = other._val
+        if not val2.path and other.is_absolute():
+            val2 = val2._replace(path="/")
+
+        return val1 == val2
+
+    def __hash__(self):
+        ret = self._cache.get("hash")
+        if ret is None:
+            val = self._val
+            if not val.path and self.is_absolute():
+                val = val._replace(path="/")
+            ret = self._cache["hash"] = hash(val)
+        return ret
+
+    def __le__(self, other):
+        if not type(other) is URL:
+            return NotImplemented
+        return self._val <= other._val
+
+    def __lt__(self, other):
+        if not type(other) is URL:
+            return NotImplemented
+        return self._val < other._val
+
+    def __ge__(self, other):
+        if not type(other) is URL:
+            return NotImplemented
+        return self._val >= other._val
+
+    def __gt__(self, other):
+        if not type(other) is URL:
+            return NotImplemented
+        return self._val > other._val
+
+    def __truediv__(self, name):
+        name = self._PATH_QUOTER(name)
+        if name.startswith("/"):
+            raise ValueError(
+                f"Appending path {name!r} starting from slash is forbidden"
+            )
+        path = self._val.path
+        if path == "/":
+            new_path = "/" + name
+        elif not path and not self.is_absolute():
+            new_path = name
+        else:
+            parts = path.rstrip("/").split("/")
+            parts.append(name)
+            new_path = "/".join(parts)
+        if self.is_absolute():
+            new_path = self._normalize_path(new_path)
+        return URL(
+            self._val._replace(path=new_path, query="", fragment=""), encoded=True
+        )
+
+    def __mod__(self, query):
+        return self.update_query(query)
+
+    def __bool__(self) -> bool:
+        return bool(
+            self._val.netloc or self._val.path or self._val.query or self._val.fragment
+        )
+
+    def __getstate__(self):
+        return (self._val,)
+
+    def __setstate__(self, state):
+        if state[0] is None and isinstance(state[1], dict):
+            # default style pickle
+            self._val = state[1]["_val"]
+        else:
+            self._val, *unused = state
+        self._cache = {}
+
+    def is_absolute(self):
+        """A check for absolute URLs.
+
+        Return True for absolute ones (having scheme or starting
+        with //), False otherwise.
+
+        """
+        return self.raw_host is not None
+
+    def is_default_port(self):
+        """A check for default port.
+
+        Return True if port is default for specified scheme,
+        e.g. 'http://python.org' or 'http://python.org:80', False
+        otherwise.
+
+        """
+        if self.port is None:
+            return False
+        default = DEFAULT_PORTS.get(self.scheme)
+        if default is None:
+            return False
+        return self.port == default
+
+    def origin(self):
+        """Return an URL with scheme, host and port parts only.
+
+        user, password, path, query and fragment are removed.
+
+        """
+        # TODO: add a keyword-only option for keeping user/pass maybe?
+        if not self.is_absolute():
+            raise ValueError("URL should be absolute")
+        if not self._val.scheme:
+            raise ValueError("URL should have scheme")
+        v = self._val
+        netloc = self._make_netloc(None, None, v.hostname, v.port)
+        val = v._replace(netloc=netloc, path="", query="", fragment="")
+        return URL(val, encoded=True)
+
+    def relative(self):
+        """Return a relative part of the URL.
+
+        scheme, user, password, host and port are removed.
+
+        """
+        if not self.is_absolute():
+            raise ValueError("URL should be absolute")
+        val = self._val._replace(scheme="", netloc="")
+        return URL(val, encoded=True)
+
+    @property
+    def scheme(self):
+        """Scheme for absolute URLs.
+
+        Empty string for relative URLs or URLs starting with //
+
+        """
+        return self._val.scheme
+
+    @property
+    def raw_authority(self):
+        """Encoded authority part of URL.
+
+        Empty string for relative URLs.
+
+        """
+        return self._val.netloc
+
+    @cached_property
+    def authority(self):
+        """Decoded authority part of URL.
+
+        Empty string for relative URLs.
+
+        """
+        return self._make_netloc(
+            self.user, self.password, self.host, self.port, encode_host=False
+        )
+
+    @property
+    def raw_user(self):
+        """Encoded user part of URL.
+
+        None if user is missing.
+
+        """
+        # not .username
+        ret = self._val.username
+        if not ret:
+            return None
+        return ret
+
+    @cached_property
+    def user(self):
+        """Decoded user part of URL.
+
+        None if user is missing.
+
+        """
+        return self._UNQUOTER(self.raw_user)
+
+    @property
+    def raw_password(self):
+        """Encoded password part of URL.
+
+        None if password is missing.
+
+        """
+        return self._val.password
+
+    @cached_property
+    def password(self):
+        """Decoded password part of URL.
+
+        None if password is missing.
+
+        """
+        return self._UNQUOTER(self.raw_password)
+
+    @property
+    def raw_host(self):
+        """Encoded host part of URL.
+
+        None for relative URLs.
+
+        """
+        # Use host instead of hostname for sake of shortness
+        # May add .hostname prop later
+        return self._val.hostname
+
+    @cached_property
+    def host(self):
+        """Decoded host part of URL.
+
+        None for relative URLs.
+
+        """
+        raw = self.raw_host
+        if raw is None:
+            return None
+        if "%" in raw:
+            # Hack for scoped IPv6 addresses like
+            # fe80::2%Проверка
+            # presence of '%' sign means only IPv6 address, so idna is useless.
+            return raw
+        return _idna_decode(raw)
+
+    @property
+    def port(self):
+        """Port part of URL, with scheme-based fallback.
+
+        None for relative URLs or URLs without explicit port and
+        scheme without default port substitution.
+
+        """
+        return self._val.port or DEFAULT_PORTS.get(self._val.scheme)
+
+    @property
+    def explicit_port(self):
+        """Port part of URL, without scheme-based fallback.
+
+        None for relative URLs or URLs without explicit port.
+
+        """
+        return self._val.port
+
+    @property
+    def raw_path(self):
+        """Encoded path of URL.
+
+        / for absolute URLs without path part.
+
+        """
+        ret = self._val.path
+        if not ret and self.is_absolute():
+            ret = "/"
+        return ret
+
+    @cached_property
+    def path(self):
+        """Decoded path of URL.
+
+        / for absolute URLs without path part.
+
+        """
+        return self._PATH_UNQUOTER(self.raw_path)
+
+    @cached_property
+    def query(self):
+        """A MultiDictProxy representing parsed query parameters in decoded
+        representation.
+
+        Empty value if URL has no query part.
+
+        """
+        ret = MultiDict(parse_qsl(self.raw_query_string, keep_blank_values=True))
+        return MultiDictProxy(ret)
+
+    @property
+    def raw_query_string(self):
+        """Encoded query part of URL.
+
+        Empty string if query is missing.
+
+        """
+        return self._val.query
+
+    @cached_property
+    def query_string(self):
+        """Decoded query part of URL.
+
+        Empty string if query is missing.
+
+        """
+        return self._QS_UNQUOTER(self.raw_query_string)
+
+    @cached_property
+    def path_qs(self):
+        """Decoded path of URL with query."""
+        if not self.query_string:
+            return self.path
+        return f"{self.path}?{self.query_string}"
+
+    @cached_property
+    def raw_path_qs(self):
+        """Encoded path of URL with query."""
+        if not self.raw_query_string:
+            return self.raw_path
+        return f"{self.raw_path}?{self.raw_query_string}"
+
+    @property
+    def raw_fragment(self):
+        """Encoded fragment part of URL.
+
+        Empty string if fragment is missing.
+
+        """
+        return self._val.fragment
+
+    @cached_property
+    def fragment(self):
+        """Decoded fragment part of URL.
+
+        Empty string if fragment is missing.
+
+        """
+        return self._UNQUOTER(self.raw_fragment)
+
+    @cached_property
+    def raw_parts(self):
+        """A tuple containing encoded *path* parts.
+
+        ('/',) for absolute URLs if *path* is missing.
+
+        """
+        path = self._val.path
+        if self.is_absolute():
+            if not path:
+                parts = ["/"]
+            else:
+                parts = ["/"] + path[1:].split("/")
+        else:
+            if path.startswith("/"):
+                parts = ["/"] + path[1:].split("/")
+            else:
+                parts = path.split("/")
+        return tuple(parts)
+
+    @cached_property
+    def parts(self):
+        """A tuple containing decoded *path* parts.
+
+        ('/',) for absolute URLs if *path* is missing.
+
+        """
+        return tuple(self._UNQUOTER(part) for part in self.raw_parts)
+
+    @cached_property
+    def parent(self):
+        """A new URL with last part of path removed and cleaned up query and
+        fragment.
+
+        """
+        path = self.raw_path
+        if not path or path == "/":
+            if self.raw_fragment or self.raw_query_string:
+                return URL(self._val._replace(query="", fragment=""), encoded=True)
+            return self
+        parts = path.split("/")
+        val = self._val._replace(path="/".join(parts[:-1]), query="", fragment="")
+        return URL(val, encoded=True)
+
+    @cached_property
+    def raw_name(self):
+        """The last part of raw_parts."""
+        parts = self.raw_parts
+        if self.is_absolute():
+            parts = parts[1:]
+            if not parts:
+                return ""
+            else:
+                return parts[-1]
+        else:
+            return parts[-1]
+
+    @cached_property
+    def name(self):
+        """The last part of parts."""
+        return self._UNQUOTER(self.raw_name)
+
+    @cached_property
+    def raw_suffix(self):
+        name = self.raw_name
+        i = name.rfind(".")
+        if 0 < i < len(name) - 1:
+            return name[i:]
+        else:
+            return ""
+
+    @cached_property
+    def suffix(self):
+        return self._UNQUOTER(self.raw_suffix)
+
+    @cached_property
+    def raw_suffixes(self):
+        name = self.raw_name
+        if name.endswith("."):
+            return ()
+        name = name.lstrip(".")
+        return tuple("." + suffix for suffix in name.split(".")[1:])
+
+    @cached_property
+    def suffixes(self):
+        return tuple(self._UNQUOTER(suffix) for suffix in self.raw_suffixes)
+
+    @staticmethod
+    def _validate_authority_uri_abs_path(host, path):
+        """Ensure that path in URL with authority starts with a leading slash.
+
+        Raise ValueError if not.
+        """
+        if len(host) > 0 and len(path) > 0 and not path.startswith("/"):
+            raise ValueError(
+                "Path in a URL with authority should start with a slash ('/') if set"
+            )
+
+    @classmethod
+    def _normalize_path(cls, path):
+        # Drop '.' and '..' from path
+
+        segments = path.split("/")
+        resolved_path = []
+
+        for seg in segments:
+            if seg == "..":
+                try:
+                    resolved_path.pop()
+                except IndexError:
+                    # ignore any .. segments that would otherwise cause an
+                    # IndexError when popped from resolved_path if
+                    # resolving for rfc3986
+                    pass
+            elif seg == ".":
+                continue
+            else:
+                resolved_path.append(seg)
+
+        if segments[-1] in (".", ".."):
+            # do some post-processing here.
+            # if the last segment was a relative dir,
+            # then we need to append the trailing '/'
+            resolved_path.append("")
+
+        return "/".join(resolved_path)
+
+    @classmethod
+    def _encode_host(cls, host, human=False):
+        try:
+            ip, sep, zone = host.partition("%")
+            ip = ip_address(ip)
+        except ValueError:
+            host = host.lower()
+            # IDNA encoding is slow,
+            # skip it for ASCII-only strings
+            # Don't move the check into _idna_encode() helper
+            # to reduce the cache size
+            if human or host.isascii():
+                return host
+            host = _idna_encode(host)
+        else:
+            host = ip.compressed
+            if sep:
+                host += "%" + zone
+            if ip.version == 6:
+                host = "[" + host + "]"
+        return host
+
+    @classmethod
+    def _make_netloc(
+        cls, user, password, host, port, encode=False, encode_host=True, requote=False
+    ):
+        quoter = cls._REQUOTER if requote else cls._QUOTER
+        if encode_host:
+            ret = cls._encode_host(host)
+        else:
+            ret = host
+        if port:
+            ret = ret + ":" + str(port)
+        if password is not None:
+            if not user:
+                user = ""
+            else:
+                if encode:
+                    user = quoter(user)
+            if encode:
+                password = quoter(password)
+            user = user + ":" + password
+        elif user and encode:
+            user = quoter(user)
+        if user:
+            ret = user + "@" + ret
+        return ret
+
+    def with_scheme(self, scheme):
+        """Return a new URL with scheme replaced."""
+        # N.B. doesn't cleanup query/fragment
+        if not isinstance(scheme, str):
+            raise TypeError("Invalid scheme type")
+        if not self.is_absolute():
+            raise ValueError("scheme replacement is not allowed for relative URLs")
+        return URL(self._val._replace(scheme=scheme.lower()), encoded=True)
+
+    def with_user(self, user):
+        """Return a new URL with user replaced.
+
+        Autoencode user if needed.
+
+        Clear user/password if user is None.
+
+        """
+        # N.B. doesn't cleanup query/fragment
+        val = self._val
+        if user is None:
+            password = None
+        elif isinstance(user, str):
+            user = self._QUOTER(user)
+            password = val.password
+        else:
+            raise TypeError("Invalid user type")
+        if not self.is_absolute():
+            raise ValueError("user replacement is not allowed for relative URLs")
+        return URL(
+            self._val._replace(
+                netloc=self._make_netloc(user, password, val.hostname, val.port)
+            ),
+            encoded=True,
+        )
+
+    def with_password(self, password):
+        """Return a new URL with password replaced.
+
+        Autoencode password if needed.
+
+        Clear password if argument is None.
+
+        """
+        # N.B. doesn't cleanup query/fragment
+        if password is None:
+            pass
+        elif isinstance(password, str):
+            password = self._QUOTER(password)
+        else:
+            raise TypeError("Invalid password type")
+        if not self.is_absolute():
+            raise ValueError("password replacement is not allowed for relative URLs")
+        val = self._val
+        return URL(
+            self._val._replace(
+                netloc=self._make_netloc(val.username, password, val.hostname, val.port)
+            ),
+            encoded=True,
+        )
+
+    def with_host(self, host):
+        """Return a new URL with host replaced.
+
+        Autoencode host if needed.
+
+        Changing host for relative URLs is not allowed, use .join()
+        instead.
+
+        """
+        # N.B. doesn't cleanup query/fragment
+        if not isinstance(host, str):
+            raise TypeError("Invalid host type")
+        if not self.is_absolute():
+            raise ValueError("host replacement is not allowed for relative URLs")
+        if not host:
+            raise ValueError("host removing is not allowed")
+        val = self._val
+        return URL(
+            self._val._replace(
+                netloc=self._make_netloc(val.username, val.password, host, val.port)
+            ),
+            encoded=True,
+        )
+
+    def with_port(self, port):
+        """Return a new URL with port replaced.
+
+        Clear port to default if None is passed.
+
+        """
+        # N.B. doesn't cleanup query/fragment
+        if port is not None and not isinstance(port, int):
+            raise TypeError(f"port should be int or None, got {type(port)}")
+        if not self.is_absolute():
+            raise ValueError("port replacement is not allowed for relative URLs")
+        val = self._val
+        return URL(
+            self._val._replace(
+                netloc=self._make_netloc(val.username, val.password, val.hostname, port)
+            ),
+            encoded=True,
+        )
+
+    def with_path(self, path, *, encoded=False):
+        """Return a new URL with path replaced."""
+        if not encoded:
+            path = self._PATH_QUOTER(path)
+            if self.is_absolute():
+                path = self._normalize_path(path)
+        if len(path) > 0 and path[0] != "/":
+            path = "/" + path
+        return URL(self._val._replace(path=path, query="", fragment=""), encoded=True)
+
+    @classmethod
+    def _query_seq_pairs(cls, quoter, pairs):
+        for key, val in pairs:
+            if isinstance(val, (list, tuple)):
+                for v in val:
+                    yield quoter(key) + "=" + quoter(cls._query_var(v))
+            else:
+                yield quoter(key) + "=" + quoter(cls._query_var(val))
+
+    @staticmethod
+    def _query_var(v):
+        cls = type(v)
+        if issubclass(cls, str):
+            return v
+        if issubclass(cls, float):
+            if math.isinf(v):
+                raise ValueError("float('inf') is not supported")
+            if math.isnan(v):
+                raise ValueError("float('nan') is not supported")
+            return str(float(v))
+        if issubclass(cls, int) and cls is not bool:
+            return str(int(v))
+        raise TypeError(
+            "Invalid variable type: value "
+            "should be str, int or float, got {!r} "
+            "of type {}".format(v, cls)
+        )
+
+    def _get_str_query(self, *args, **kwargs):
+        if kwargs:
+            if len(args) > 0:
+                raise ValueError(
+                    "Either kwargs or single query parameter must be present"
+                )
+            query = kwargs
+        elif len(args) == 1:
+            query = args[0]
+        else:
+            raise ValueError("Either kwargs or single query parameter must be present")
+
+        if query is None:
+            query = ""
+        elif isinstance(query, Mapping):
+            quoter = self._QUERY_PART_QUOTER
+            query = "&".join(self._query_seq_pairs(quoter, query.items()))
+        elif isinstance(query, str):
+            query = self._QUERY_QUOTER(query)
+        elif isinstance(query, (bytes, bytearray, memoryview)):
+            raise TypeError(
+                "Invalid query type: bytes, bytearray and memoryview are forbidden"
+            )
+        elif isinstance(query, Sequence):
+            quoter = self._QUERY_PART_QUOTER
+            # We don't expect sequence values if we're given a list of pairs
+            # already; only mappings like builtin `dict` which can't have the
+            # same key pointing to multiple values are allowed to use
+            # `_query_seq_pairs`.
+            query = "&".join(
+                quoter(k) + "=" + quoter(self._query_var(v)) for k, v in query
+            )
+        else:
+            raise TypeError(
+                "Invalid query type: only str, mapping or "
+                "sequence of (key, value) pairs is allowed"
+            )
+
+        return query
+
+    def with_query(self, *args, **kwargs):
+        """Return a new URL with query part replaced.
+
+        Accepts any Mapping (e.g. dict, multidict.MultiDict instances)
+        or str, autoencode the argument if needed.
+
+        A sequence of (key, value) pairs is supported as well.
+
+        It also can take an arbitrary number of keyword arguments.
+
+        Clear query if None is passed.
+
+        """
+        # N.B. doesn't cleanup query/fragment
+
+        new_query = self._get_str_query(*args, **kwargs)
+        return URL(
+            self._val._replace(path=self._val.path, query=new_query), encoded=True
+        )
+
+    def update_query(self, *args, **kwargs):
+        """Return a new URL with query part updated."""
+        s = self._get_str_query(*args, **kwargs)
+        new_query = MultiDict(parse_qsl(s, keep_blank_values=True))
+        query = MultiDict(self.query)
+        query.update(new_query)
+
+        return URL(self._val._replace(query=self._get_str_query(query)), encoded=True)
+
+    def with_fragment(self, fragment):
+        """Return a new URL with fragment replaced.
+
+        Autoencode fragment if needed.
+
+        Clear fragment to default if None is passed.
+
+        """
+        # N.B. doesn't cleanup query/fragment
+        if fragment is None:
+            raw_fragment = ""
+        elif not isinstance(fragment, str):
+            raise TypeError("Invalid fragment type")
+        else:
+            raw_fragment = self._FRAGMENT_QUOTER(fragment)
+        if self.raw_fragment == raw_fragment:
+            return self
+        return URL(self._val._replace(fragment=raw_fragment), encoded=True)
+
+    def with_name(self, name):
+        """Return a new URL with name (last part of path) replaced.
+
+        Query and fragment parts are cleaned up.
+
+        Name is encoded if needed.
+
+        """
+        # N.B. DOES cleanup query/fragment
+        if not isinstance(name, str):
+            raise TypeError("Invalid name type")
+        if "/" in name:
+            raise ValueError("Slash in name is not allowed")
+        name = self._PATH_QUOTER(name)
+        if name in (".", ".."):
+            raise ValueError(". and .. values are forbidden")
+        parts = list(self.raw_parts)
+        if self.is_absolute():
+            if len(parts) == 1:
+                parts.append(name)
+            else:
+                parts[-1] = name
+            parts[0] = ""  # replace leading '/'
+        else:
+            parts[-1] = name
+            if parts[0] == "/":
+                parts[0] = ""  # replace leading '/'
+        return URL(
+            self._val._replace(path="/".join(parts), query="", fragment=""),
+            encoded=True,
+        )
+
+    def with_suffix(self, suffix):
+        """Return a new URL with suffix (file extension of name) replaced.
+
+        Query and fragment parts are cleaned up.
+
+        suffix is encoded if needed.
+        """
+        if not isinstance(suffix, str):
+            raise TypeError("Invalid suffix type")
+        if suffix and not suffix.startswith(".") or suffix == ".":
+            raise ValueError(f"Invalid suffix {suffix!r}")
+        name = self.raw_name
+        if not name:
+            raise ValueError(f"{self!r} has an empty name")
+        old_suffix = self.raw_suffix
+        if not old_suffix:
+            name = name + suffix
+        else:
+            name = name[: -len(old_suffix)] + suffix
+        return self.with_name(name)
+
+    def join(self, url):
+        """Join URLs
+
+        Construct a full (“absolute”) URL by combining a “base URL”
+        (self) with another URL (url).
+
+        Informally, this uses components of the base URL, in
+        particular the addressing scheme, the network location and
+        (part of) the path, to provide missing components in the
+        relative URL.
+
+        """
+        # See docs for urllib.parse.urljoin
+        if not isinstance(url, URL):
+            raise TypeError("url should be URL")
+        return URL(urljoin(str(self), str(url)), encoded=True)
+
+    def human_repr(self):
+        """Return decoded human readable string for URL representation."""
+        user = _human_quote(self.user, "#/:?@")
+        password = _human_quote(self.password, "#/:?@")
+        host = self.host
+        if host:
+            host = self._encode_host(self.host, human=True)
+        path = _human_quote(self.path, "#?")
+        query_string = "&".join(
+            "{}={}".format(_human_quote(k, "#&+;="), _human_quote(v, "#&+;="))
+            for k, v in self.query.items()
+        )
+        fragment = _human_quote(self.fragment, "")
+        return urlunsplit(
+            SplitResult(
+                self.scheme,
+                self._make_netloc(
+                    user,
+                    password,
+                    host,
+                    self._val.port,
+                    encode_host=False,
+                ),
+                path,
+                query_string,
+                fragment,
+            )
+        )
+
+
+def _human_quote(s, unsafe):
+    if not s:
+        return s
+    for c in "%" + unsafe:
+        if c in s:
+            s = s.replace(c, f"%{ord(c):02X}")
+    if s.isprintable():
+        return s
+    return "".join(c if c.isprintable() else quote(c) for c in s)
+
+
+_MAXCACHE = 256
+
+
+@functools.lru_cache(_MAXCACHE)
+def _idna_decode(raw):
+    try:
+        return idna.decode(raw.encode("ascii"))
+    except UnicodeError:  # e.g. '::1'
+        return raw.encode("ascii").decode("idna")
+
+
+@functools.lru_cache(_MAXCACHE)
+def _idna_encode(host):
+    try:
+        return idna.encode(host, uts46=True).decode("ascii")
+    except UnicodeError:
+        return host.encode("idna").decode("ascii")
+
+
+@rewrite_module
+def cache_clear():
+    _idna_decode.cache_clear()
+    _idna_encode.cache_clear()
+
+
+@rewrite_module
+def cache_info():
+    return {
+        "idna_encode": _idna_encode.cache_info(),
+        "idna_decode": _idna_decode.cache_info(),
+    }
+
+
+@rewrite_module
+def cache_configure(*, idna_encode_size=_MAXCACHE, idna_decode_size=_MAXCACHE):
+    global _idna_decode, _idna_encode
+
+    _idna_encode = functools.lru_cache(idna_encode_size)(_idna_encode.__wrapped__)
+    _idna_decode = functools.lru_cache(idna_decode_size)(_idna_decode.__wrapped__)
diff --git a/venv/lib/python3.8/site-packages/yarl/py.typed b/venv/lib/python3.8/site-packages/yarl/py.typed
new file mode 100644
index 0000000..dcf2c80
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/yarl/py.typed
@@ -0,0 +1 @@
+# Placeholder
diff --git a/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/LICENSE b/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/LICENSE
new file mode 120000
index 0000000..8aeefcb
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/LICENSE
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/db/3f/02/46b1f9278f15845b99fec478b8b506eb76487993722f8c6e254285faf8
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/METADATA b/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/METADATA
new file mode 100644
index 0000000..5a68b45
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/METADATA
@@ -0,0 +1,100 @@
+Metadata-Version: 2.1
+Name: zipp
+Version: 3.8.1
+Summary: Backport of pathlib-compatible object wrapper for zip files
+Home-page: https://github.com/jaraco/zipp
+Author: Jason R. Coombs
+Author-email: jaraco@jaraco.com
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Requires-Python: >=3.7
+License-File: LICENSE
+Provides-Extra: docs
+Requires-Dist: sphinx ; extra == 'docs'
+Requires-Dist: jaraco.packaging (>=9) ; extra == 'docs'
+Requires-Dist: rst.linker (>=1.9) ; extra == 'docs'
+Requires-Dist: jaraco.tidelift (>=1.4) ; extra == 'docs'
+Provides-Extra: testing
+Requires-Dist: pytest (>=6) ; extra == 'testing'
+Requires-Dist: pytest-checkdocs (>=2.4) ; extra == 'testing'
+Requires-Dist: pytest-flake8 ; extra == 'testing'
+Requires-Dist: pytest-cov ; extra == 'testing'
+Requires-Dist: pytest-enabler (>=1.3) ; extra == 'testing'
+Requires-Dist: jaraco.itertools ; extra == 'testing'
+Requires-Dist: func-timeout ; extra == 'testing'
+Requires-Dist: pytest-black (>=0.3.7) ; (platform_python_implementation != "PyPy") and extra == 'testing'
+Requires-Dist: pytest-mypy (>=0.9.1) ; (platform_python_implementation != "PyPy") and extra == 'testing'
+
+.. image:: https://img.shields.io/pypi/v/zipp.svg
+   :target: `PyPI link`_
+
+.. image:: https://img.shields.io/pypi/pyversions/zipp.svg
+   :target: `PyPI link`_
+
+.. _PyPI link: https://pypi.org/project/zipp
+
+.. image:: https://github.com/jaraco/zipp/workflows/tests/badge.svg
+   :target: https://github.com/jaraco/zipp/actions?query=workflow%3A%22tests%22
+   :alt: tests
+
+.. image:: https://img.shields.io/badge/code%20style-black-000000.svg
+   :target: https://github.com/psf/black
+   :alt: Code style: Black
+
+.. .. image:: https://readthedocs.org/projects/skeleton/badge/?version=latest
+..    :target: https://skeleton.readthedocs.io/en/latest/?badge=latest
+
+.. image:: https://img.shields.io/badge/skeleton-2022-informational
+   :target: https://blog.jaraco.com/skeleton
+
+.. image:: https://tidelift.com/badges/package/pypi/zipp
+   :target: https://tidelift.com/subscription/pkg/pypi-zipp?utm_source=pypi-zipp&utm_medium=readme
+
+
+A pathlib-compatible Zipfile object wrapper. Official backport of the standard library
+`Path object <https://docs.python.org/3.8/library/zipfile.html#path-objects>`_.
+
+
+Compatibility
+=============
+
+New features are introduced in this third-party library and later merged
+into CPython. The following table indicates which versions of this library
+were contributed to different versions in the standard library:
+
+.. list-table::
+   :header-rows: 1
+
+   * - zipp
+     - stdlib
+   * - 3.5
+     - 3.11
+   * - 3.3
+     - 3.9
+   * - 1.0
+     - 3.8
+
+
+Usage
+=====
+
+Use ``zipp.Path`` in place of ``zipfile.Path`` on any Python.
+
+For Enterprise
+==============
+
+Available as part of the Tidelift Subscription.
+
+This project and the maintainers of thousands of other packages are working with Tidelift to deliver one enterprise subscription that covers all of the open source you use.
+
+`Learn more <https://tidelift.com/subscription/pkg/pypi-zipp?utm_source=pypi-zipp&utm_medium=referral&utm_campaign=github>`_.
+
+Security Contact
+================
+
+To report a security vulnerability, please use the
+`Tidelift security contact <https://tidelift.com/security>`_.
+Tidelift will coordinate the fix and disclosure.
diff --git a/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/RECORD b/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/RECORD
new file mode 100644
index 0000000..1857d6b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/RECORD
@@ -0,0 +1,8 @@
+__pycache__/zipp.cpython-38.pyc,,
+zipp-3.8.1.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+zipp-3.8.1.dist-info/LICENSE,sha256=2z8CRrH5J48VhFuZ_sR4uLUG63ZIeZNyL4xuJUKF-vg,1050
+zipp-3.8.1.dist-info/METADATA,sha256=7HxlSDdTym_AHIlxFtmjkU_SB-cIzYQsaU7fexaPEJY,3473
+zipp-3.8.1.dist-info/RECORD,,
+zipp-3.8.1.dist-info/WHEEL,sha256=G16H4A3IeoQmnOrYV4ueZGKSjhipXx8zc8nu9FGlvMA,92
+zipp-3.8.1.dist-info/top_level.txt,sha256=iAbdoSHfaGqBfVb2XuR9JqSQHCoOsOtG6y9C_LSpqFw,5
+zipp.py,sha256=5hrx38_-kX0WCpfBk5LSwCIMYraThjaNj5HsriUSB-8,8029
diff --git a/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/WHEEL b/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/WHEEL
new file mode 120000
index 0000000..7e89bc1
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/WHEEL
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/1b/5e/87/e00dc87a84269cead8578b9e6462928e18a95f1f3373c9eef451a5bcc0
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/top_level.txt
new file mode 120000
index 0000000..e54fc9c
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/zipp-3.8.1.dist-info/top_level.txt
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/88/06/dd/a121df686a817d56f65ee47d26a4901c2a0eb0eb46eb2f42fcb4a9a85c
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/zipp.py b/venv/lib/python3.8/site-packages/zipp.py
new file mode 120000
index 0000000..b141a22
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/zipp.py
@@ -0,0 +1 @@
+/home/runner/.cache/pip/pool/e6/1a/f1/dfcffe917d160a97c19392d2c0220c62b69386368d8f91ecae251207ef
\ No newline at end of file
diff --git a/venv/lib64 b/venv/lib64
new file mode 120000
index 0000000..7951405
--- /dev/null
+++ b/venv/lib64
@@ -0,0 +1 @@
+lib
\ No newline at end of file
diff --git a/venv/pyvenv.cfg b/venv/pyvenv.cfg
new file mode 100644
index 0000000..e60a68c
--- /dev/null
+++ b/venv/pyvenv.cfg
@@ -0,0 +1,3 @@
+home = /nix/store/2vm88xw7513h9pyjyafw32cps51b0ia1-python3-3.8.12/bin
+include-system-site-packages = false
+version = 3.8.12
diff --git a/venv/src/python-lsp-server b/venv/src/python-lsp-server
new file mode 160000
index 0000000..7cad321
--- /dev/null
+++ b/venv/src/python-lsp-server
@@ -0,0 +1 @@
+Subproject commit 7cad32131ea95a1eaf30e5e5c67df265ddb702e3